diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index f13b38c..c3ffa09 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -13,7 +13,7 @@ jobs: runs-on: ubuntu-latest steps: - name: Checkout - uses: actions/checkout@v3 + uses: actions/checkout@v4 with: # Full git history is needed to get a proper # list of changed files within `super-linter` @@ -39,39 +39,39 @@ jobs: fail-fast: true matrix: os: [ubuntu-latest, macos-latest, windows-latest] - python-version: ["3.10", "3.8"] + python-version: ["3.10", "3.11"] steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Get Date id: get-date run: echo "today=$(/bin/date -u '+%Y%m%d')" >> $GITHUB_OUTPUT shell: bash - - name: Cache conda - uses: actions/cache@v2 - env: - CACHE_NUMBER: 0 - with: - path: ~/conda_pkgs_dir - key: - ${{ runner.os }}-conda-${{ env.CACHE_NUMBER }}-${{ - hashFiles('env.yml') }} - - name: Setup python ${{ matrix.python-version }} with conda - uses: conda-incubator/setup-miniconda@v2 + # - name: Cache conda + # uses: actions/cache@v2 + # env: + # CACHE_NUMBER: 0 + # with: + # path: ~/conda_pkgs_dir + # key: + # ${{ runner.os }}-conda-${{ env.CACHE_NUMBER }}-${{ + # hashFiles('env.yml') }} + - name: Setup python ${{ matrix.python-version }} with mamba + uses: conda-incubator/setup-miniconda@v3 with: - auto-update-conda: true python-version: ${{ matrix.python-version }} environment-file: meta.yml - use-only-tar-bz2: true + activate-environment: pymultifracs + mamba-version: "*" - name: Testing run: | - conda install -c conda-forge pytest pytest-xdist pytest-cov - pip install -e . + mamba install numpy scipy pywavelets seaborn numba statsmodels pytest pytest-xdist pytest-cov tqdm joblib + pip install -e .[bootstrap,robust] pytest -n auto -x --cov=./ --cov-report=xml - name: Upload coverage - if: ${{ matrix.os == 'ubuntu-latest' && matrix.python-version == '3.10' }} + if: ${{ matrix.os == 'ubuntu-latest' && matrix.python-version == '3.11' }} uses: codecov/codecov-action@v3 with: files: ./coverage.xml # optional name: codecov-umbrella # optional - fail_ci_if_error: true # optional (default = false) + fail_ci_if_error: false # optional (default = false) verbose: true # optional (default = false) \ No newline at end of file diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index e21c697..17b1dd5 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -34,8 +34,8 @@ jobs: - name: Build doc shell: bash -el {0} run: | - conda install -c conda-forge pip sphinx numpydoc pydata-sphinx-theme - python -m pip install . + conda install -c conda-forge pip sphinx numpydoc pydata-sphinx-theme nbsphinx + python -m pip install .[doc] cd doc make html touch _build/html/.nojekyll diff --git a/README.rst b/README.rst index 19c575d..2f8d4f6 100644 --- a/README.rst +++ b/README.rst @@ -23,9 +23,12 @@ Implemented features: * Computation of (1D) multiresolution quantities: wavelet coefficients, wavelet-leaders and p-leaders * Computation of structure functions, cumulants and log-cumulants. * Estimation of the multifractal spectrum. +* Bivariate multifractal analysis. +* Bootstrap-derived confidence intervals and automated scaling range selection. +* Outlier detection. -The code in this package is based on the Wavelet p-Leader and Bootstrap based MultiFractal analysis (PLBMF) `Matlab toolbox `_ written by Patrice Abry, Herwig Wendt and colleagues. For a thorough introduction to multifractal analysis, you may access H. Wendt's PhD thesis available in `his webiste `_. +The initial implementation of the code in this package was based on the Wavelet p-Leader and Bootstrap based MultiFractal analysis (PLBMF) `Matlab toolbox `_ written by Patrice Abry, Herwig Wendt and colleagues. For a thorough introduction to multifractal analysis, you may access H. Wendt's PhD thesis available in `his webiste `_. For a brief introduction to multifractal analysis, see the file THEORY.ipynb diff --git a/doc/_templates/autosummary/class.rst b/doc/_templates/autosummary/class.rst index d4fd520..fbaa57b 100644 --- a/doc/_templates/autosummary/class.rst +++ b/doc/_templates/autosummary/class.rst @@ -1,5 +1,3 @@ -{{ fullname | escape | underline}} +{{ objname | escape | underline}} -.. currentmodule:: {{ module }} - -.. autoclass:: {{ objname }} +.. autoclass:: {{ fullname }} diff --git a/doc/_templates/autosummary/function.rst b/doc/_templates/autosummary/function.rst index 27ca987..28657d6 100644 --- a/doc/_templates/autosummary/function.rst +++ b/doc/_templates/autosummary/function.rst @@ -1,5 +1,3 @@ -{{ fullname | escape | underline }} +{{ objname | escape | underline }} -.. currentmodule:: {{ module }} - -.. autofunction:: {{ objname }} +.. autofunction:: {{ fullname }} diff --git a/doc/conf.py b/doc/conf.py index 6fbdeb7..ed06195 100644 --- a/doc/conf.py +++ b/doc/conf.py @@ -14,16 +14,22 @@ import sys sys.path.insert(0, os.path.abspath('..')) +import numpy as np +import pymultifracs +import sphinx +import numpydoc + +from sphinx.ext.autosummary.generate import AutosummaryRenderer + # -- Project information ----------------------------------------------------- project = 'PyMultiFracs' -copyright = '2020-2023, M. Dumeur, P. Ciuciu, V. van Wassenhove, P. Abry' -author = 'M. Dumeur, P. Ciuciu, V. van Wassenhove, P. Abry' +copyright = '2020-2024, M. Dumeur, P. Ciuciu, V. van Wassenhove, P. Abry' +author = 'M. Dumeur, O. D. Domingues, P. Ciuciu, V. van Wassenhove, P. Abry' # The full version, including alpha/beta/rc tags -release = '0.2' - +release = '0.3' # -- General configuration --------------------------------------------------- @@ -41,11 +47,11 @@ # 'sphinx_autodoc_typehints', # 'sphinx_gallery.notebook', # 'sphinx_bootstrap_theme', - # 'nbsphinx', + 'nbsphinx', 'sphinx.ext.mathjax'] # Add any paths that contain templates here, relative to this directory. -templates_path = ['_templates'] +templates_path = ['_templates', '_templates/namedtuple.rst'] # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. @@ -53,8 +59,13 @@ exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store', '**.ipynb_checkpoints'] autosummary_generate = True -autodoc_default_options = {'members': True, 'exclude-members': '__init__', - 'inherited-members': True} +autodoc_default_options = { + 'members': True, + 'exclude-members': '__init__', + 'inherited-members': True, +} + +autodoc_typehints = 'none' # -- Options for HTML output ------------------------------------------------- @@ -125,7 +136,7 @@ "numpy": ("https://numpy.org/doc/stable", None), "scipy": ("https://docs.scipy.org/doc/scipy", None), "matplotlib": ("https://matplotlib.org/stable", None), - 'sklearn': ('https://scikit-learn.org/stable', None), + # 'sklearn': ('https://scikit-learn.org/stable', None), 'joblib': ('https://joblib.readthedocs.io/en/latest', None), 'pandas': ('https://pandas.pydata.org/pandas-docs/stable', None), 'seaborn': ('https://seaborn.pydata.org/', None), @@ -142,6 +153,116 @@ numpydoc_class_members_toctree = False numpydoc_show_class_members = False +numpydoc_xref_ignore = { + # words + "and", + "between", + "instance", + "instances", + "of", + "default", + "shape", + "or", + "with", + "length", + "pair", + "matplotlib", + "optional", + "kwargs", + "in", + "dtype", + "object", + # shapes + "n_vertices", + "n_faces", + "n_channels", + "m", + "n", + "n_events", + "n_colors", + "n_times", + "obj", + "n_chan", + "n_epochs", + "n_picks", + "n_ch_groups", + "n_dipoles", + "n_ica_components", + "n_pos", + "n_node_names", + "n_tapers", + "n_signals", + "n_step", + "n_freqs", + "wsize", + "Tx", + "M", + "N", + "p", + "q", + "r", + "n_observations", + "n_regressors", + "n_cols", + "n_frequencies", + "n_tests", + "n_samples", + "n_permutations", + "nchan", + "n_points", + "n_features", + "n_parts", + "n_features_new", + "n_components", + "n_labels", + "n_events_in", + "n_splits", + "n_scores", + "n_outputs", + "n_trials", + "n_estimators", + "n_tasks", + "nd_features", + "n_classes", + "n_targets", + "n_slices", + "n_hpi", + "n_fids", + "n_elp", + "n_pts", + "n_tris", + "n_nodes", + "n_nonzero", + "n_events_out", + "n_segments", + "n_orient_inv", + "n_orient_fwd", + "n_orient", + "n_dipoles_lcmv", + "n_dipoles_fwd", + "n_picks_ref", + "n_coords", + "n_meg", + "n_good_meg", + "n_moments", + "n_patterns", + "n_new_events", + # sklearn subclasses + "mapping", + "to", + "any", + # unlinkable + "CoregistrationUI", + "mne_qt_browser.figure.MNEQtBrowser", + # pooch, since its website is unreliable and users will rarely need the links + "pooch.Unzip", + "pooch.Untar", + "pooch.HTTPDownloader", +} + +numpydoc_validate = True +numpydoc_validation_checks = {"all"} + # nbsphinx highlight_language = 'none' @@ -153,3 +274,21 @@ "--InlineBackend.figure_formats={'svg', 'pdf'}", "--InlineBackend.rc={'figure.dpi': 96}", ] + +#%% Adjusting the displayed name of functions +# https://stackoverflow.com/a/72658470 + +# def smart_fullname(fullname): +# parts = fullname.split(".") +# return ".".join(parts[1:]) + + +# def fixed_init(self, app, template_dir=None): +# AutosummaryRenderer.__old_init__(self, app, template_dir) +# self.env.filters["smart_fullname"] = smart_fullname + + +# AutosummaryRenderer.__old_init__ = AutosummaryRenderer.__init__ +# AutosummaryRenderer.__init__ = fixed_init + +#%% \ No newline at end of file diff --git a/doc/examples.rst b/doc/examples.rst new file mode 100644 index 0000000..484d1a9 --- /dev/null +++ b/doc/examples.rst @@ -0,0 +1,9 @@ +======== +Examples +======== + +.. nbgallery:: + :name: nb-gallery + :glob: + + notebooks/Demo \ No newline at end of file diff --git a/doc/index.rst b/doc/index.rst index 2e2ff10..956eee4 100644 --- a/doc/index.rst +++ b/doc/index.rst @@ -8,4 +8,5 @@ Contents :caption: Overview: reference + examples theory diff --git a/doc/notebooks/Demo-bootstrap.ipynb b/doc/notebooks/Demo-bootstrap.ipynb new file mode 100644 index 0000000..136fd56 --- /dev/null +++ b/doc/notebooks/Demo-bootstrap.ipynb @@ -0,0 +1,249 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Bootstrapping" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `pymultifracs` package offers the possibility to perform bootstrapping on multi-resolution quantities in order to sample new observations. From those bootstrapped samples, we can extract confidence intervals, automatically detect an optimal fitting range, and find optimal weights for linear regression." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "\n", + "import seaborn as sns\n", + "import matplotlib as mpl\n", + "mpl.rcParams['figure.dpi'] = 300\n", + "sns.set_theme(style=\"darkgrid\")\n", + "sns.set_context('paper')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Generate a signal" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let us simulate a few irregular MRWs for analysis." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "from pymultifracs.simul import mrw\n", + "import matplotlib.pyplot as plt\n", + "\n", + "X = mrw(shape=(2**15, 10), H=0.3, lam=np.sqrt(.05), L=2**15)\n", + "plt.plot(X[:, :10])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Bootstrapping is done when calling the `mfa` function by passing the `R` parameter where R is the number of bootstrapped samples, with R > 1." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs import mfa, wavelet_analysis\n", + "\n", + "scaling_ranges=[(2, 8)]\n", + "\n", + "WTpL = wavelet_analysis(X).get_leaders(2)\n", + "pwt = mfa(WTpL, scaling_ranges, R=100)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The plotting functions automatically detect the presence of bootstrapping and display confidence intervals. This behavior is controlled by the `plot_CI` parameter." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Ky6Gh0k5rcYwvfV9cTepzA7j+/Hjy+SbyJVNTk6ivr0VNTYXDz35n6upqsGnTFs6XvEowMBMt0fDwMHS6PqnL8HixsXEIDw+XugwA9pbln//8xw5h+fzzL8R3vvNdxMTEOn1NWdkBPProw8jOzlmpMj1GZ2eH+FgmkyEhIWne1/j5+SE6Okacmsnd9/12dnbgoYceEJdPOeVUpKSkzrp9eHj4gq/Hzz//FFarVVw+dq+r1Hzx++LK4x7jqecGcP35kep8E3mq2eZeFwRhxn3Eg4MGVFcfQkND7YLHLYmKisb4+BhUKvVySyUvwMBMtEiHDn2JBx74FRobG6QuxSvIZDJoNFm4555fYP36jZLW8re//QUHD5aKy9/5znfxzW/eMOdrNm06GTt2vCDZp8jT505dqpiYmCW9zmAYEB+rVKoFn4PIyEgxfAwM6Jd07NnYbDZMTEygtbUFH320C2+++arYqhYbG4cf//gelxzHYrHg+eefEZdjYmLn7RK7Ulbz92U+nnhuANefH08530SeqKmpftYBvv75z6dRUrIFGRlZaG9vRXV1BTo6jixov35+ftBoclBYuAHR0Uv7vUreiYGZaBH27fsC3/ved2CxrO6RkxfD3sWxAbfc8i089tiTOOWUUyWpo76+Fv/61wvi8le/etG8YfkYKbtczTUPr7sNDxvFxyEhC++OHBx8fNvR0eVN03Oim276JpqbG2es37x5C374w58hNjbOJcf5xz/+Ls7DDABXXXWN09FNH3/8by453mKs5u/LfDzx3ACuPz+ecr6JPE1Z2T6Ule2b9XmjcQi7du3Enj27550e6piwsHAUFKxDbm4B701epTitFNECCYKAxx9/hGF5iSwWM/7ylz/P2k3K3f7ylz+LA3wlJCTixz/+uSR1eJPp87gGBgYu+HUBAcc/YJicdO1csMdaAadTKBQICgp2+txSfPLJbjzzzFPiclJSMi677EqX7NsVVuv3ZSE88dwArj8/nnK+iTxJU1P9nGF5uoWE5eTkFFxwwSW49tqbsGHDJoblVYwtzEQLNDIyAq22WuoyvFpNTRVGRkZW/J7m+vo6h5Fzv/nNGxAYqFzy/gRBwJEjbaitrUFtrRa1tTVoaWmGxWJZsZGSV4LFYhEfy+ULnxpj+jQaVqtlji0Xx2QyQRBsyMsrQGBgILq7u9DX1wur1YqPP/4PPv74P7jssitx110/WfJcl/v378WvfnWf+MFOQEAAfvWrBxYVvtxtNX5fFsrTzg3g+vPjSeebyFMIgrCseZaP8fPzR3Z2HgoL1yMyMsoFlZEvYGAmIp/34Yc7xcdqdcSSRoyerre3B9/8pue0OLqLXH68E5LNZp1jS0fTB8pyZXd2pVKJ99772CEEaLU1+OMfH0RDQx0A4LXXXkZ4uAq33PKdRe//s88+wS9+cY/DoC8//vE9yMmRZoT02ay278tieNq5AVx/fjzpfBN5is7OdqdT/y1UeLgKhYUbkJOTt6wP1Mk3sUs20QKFhYUhP79Q6jK8WkFBEcLCwlb8uAcOHO+iVVKy2aV/EMfGxuHMM8/2yTmap7eqTu/qOp/p2wYEuK5lViaTzWgxy88vwPbt/8/h/+bzzz+z6G6p77zzJu6776cOtf/3f/8IF1xw8fKKdoPV9H1ZLE87N4Drz48nnW8iTyAIApqaljYQa3i4Chdd9HVce+1NWLduI8MyOcUWZqIFkslk+O53f8BBv5bIz88f3/3uD1a8i+DY2CiOHGkTl4uLS5a9T5VKhQce+APy8grE+Xwff/wR1NbWLHvfJ7r77u8tex/btl2LTZsWP69seLhKfDx9btv5TN92JbrfBwYq8fOf/y+uv/6/YLPZYLFYsHv3LlxzzXULev1TTz3pcM+yTCbDD37wI1x++X+5q+RlWS3fl6XwlnMDuP78SHG+iaQ0NDSIpqZ6NDXVzztv8mxSU9ciNTXdxZWRr2FgJlqEU045FU899Q/cf/+v0NTUKNkAVt5E6mmlOjsd51RNTJx/Xtb5BAeH4PTTz1z2fhaitHRhA5jM5dxzv7Kk102fNmN42Air1epwr+dsBgcN4uOVugcsLW0tNJpssUtqQ0PtvK8xm834/e9/gw8+ON5lX6FQ4Gc/+x+PbFk+xte/L8vhTecGcP35WenzTbTSxsZG0dzcgMbGevT39y17f540PgV5LgZmokVav34j/v3vNzE8PAydbvk/rH1dbGzcig/yNd2J9zRFRkZKU4gXSk5eIz62Wq3o6+ud9wMHs9kMvb5fXF6zJsVt9Z0oOTlZDArDw8Nzbjs+Po577vkRysuPz8utVCrxq189gFNPPd2tdS6XL39fln8s7zo3gOvPz0qeb6KVMDk5gZaWZjQ11aOzs92l+05ISHbp/sg3MTATLVF4eLikQZAWZvoATgCgUHjXj73PPy+X7NgJCYkIDQ0T56Vtbm6aN3y0tBwWB1CSyWTIyMhc9HEbG+vx/vvvoru7CxaLBX/4w6MLet30+1DnmoN3fHwMd9/9PdTUVInr1Go1fv/7P6GgwPPHKfDV74srSHVuANefH28430TuYrGYceRIKxob63HkSOuiBvFbKJVKjeTklf2AjLyTd/3lSES0SKGhjn8wDgzokZTET5QXQiaTYf36Dfj88z0AgPLyAzjjjDPnfE15+QHxcUaGBiqVetHHHRjQ49//flFc7urqXND3rKGhXnw8vaVxuqmpKfzkJ3c5hOWEhET88Y+Pr3jL4lL54vfFVaQ6N4Drz483nG8iV7LZbOjsbEdTUz1aWpphNi9uTvSIiAgMDi78XuaSki2ceo0WhKNkE5FPi4tLcFiurKyQphAvtXXr2eLj3bs/xPj4+KzbWq1WvPPOm+LymWeePeu2c8nPL0JAQIC4/Prrr8z7mj17PnG4ReKUU05zut0jj/wfKiq+FJfT0tLxxBM7vCYsH+Nr3xdXkuLcAK4/P95yvolcRafrxTvvvIaGhtoFh+Xo6BiccsrpuO66b2PbthtRUrJlQa8rKdkCjSZnOeXSKsLATEQ+LT4+HgkJieLym2++CpPJtKDX2mw2d5XlNc4661yo1WoAgNFoxMMP/37WbZ966kl0dNjvLwsMDMTFF399SccMDw93CD2vvfZv1NfXzbp9d3cX/vCHB8Tl/PxCrFu3fsZ2n332Cd5663VxOSkpGY899iSio6OXVKeUfOn74mpSnBvA9efHW843kavExSU4jHQ/m/BwFU466WRcffW3cNVV12HDhk3ilJXFxZtx3nkXztpTRKVS47zzLkRx8eJnjqDVi4GZiHzexRdfKj7u7e3Bfff9dM7BcDo62vHYY3/Ec889vRLleTSlUokbb7xVXP7gg5349a//x6Hb29jY6IzztW3bdbMG0d/97pc47bRi8cuZ2277LoKCggHYu1Hfdded+PDD9x0+xLBYLPjww/dx6603wGAYEOv90Y9+NmN/FosFjz76J3E5ICAADzzwB0RELG8QuO9+91bxfVxxxdeWta/F8JXvyzGuPI9SnRvA9efHXeebSAojIyMzxhWZzj6rhvNW36CgYBQWbsDll2/DtdfehJNPPnXWEe01mhxcc82NTp+75pob2bJMi8Z7mInI51155dV47713xdE1DxzYiyuv/BrOOOMsaDTZCA0Nxfj4GDo62lFVVYGmpkYAwC9/+Tspy/YYl112JaqqDmH37l0AgA8/fA+ffLIbGRka+Pkp0Nzc5NBqv379Rtxwwy3LOmZ8fDx+85vf42c/uxsWiwUjI8P49a/vw6OP/gFpaemwWq1obW0RB3cCgICAQPzyl/dDo8mesb/duz9ET0+XuBwcHILHH//zomo6//wLcP75Fy79TbmYL3xf3EWKcwO4/vx4y/kmms3EhAmHDzehqakO3d1dOPfcC5CVlTvr9hpNDg4etI8r4O8fgPT0TGRl5SIpaQ3k8oW38812bzLvWaalYGAmIp8XHByCBx/8I370o/8WQ9PY2Bjee+8dvPfeO7O+jn9w2slkMvzP//wG4eFqvPHGKxAEAVNTU6ir087Y9owzzsJ99/0Kfn7L//WyefMWPP743/CrX/2P+H0bGhpyuAf5mLVr03Hffb9GdrbzloNPP/3YYXloaHDRc1zn5xcsant384Xvi7tIdW4A158fbzjfRNOZzWa0tR1GY2M9OjraHHpENDbWzxmYIyOjUFS0EQkJiUhNXQs/P/+VKJloTgzMRLQqpKam4e9/fw7/+Mff8fbbb2B8fGzWbdPTM3DeeV/1uoGg3MnPzw8//OFPcdFFX8M777yFL78sQ39/P6xWCyIjo5CfX4iLL74Emza59r6wgoIivPjiq9i1633s2fMJGhrqMDQ0CIVCgYiISBQUFOGMM87EGWecNWfrQ3v7EZfW5YwULRfe/n1xxlXnUapzA7j+/LjzfBO5gtVqRWfnETQ21qO19TAsFuddrzs62mAyjYu3Gjhz2mlnuqlKoqWRCYIgSF0E0XLo9aNYymVssUxBr+8Rl6OjE+DnFzDHK8hXmM1m1NVp0dragpGRYdhsNoSEhCIxMRFZWTmIilr8IFCPP/4I/vWv5xEfn4BXXnnbDVWTpzKbzTjrrFOQkaHBP/7x4vwvmMPf//5XPP30/wNg7yb8+ON/c0WJXsGV55HmtnPn27j//l8BwLJ+ZvH36OomCAJ6e7vR2FiPw4cbMDExsaDXnXHGOSgoWOfm6oDS0r0z1i10FG3yHDKZDNHR0s4p79MtzDabDcPDwzCZTLBYLFAqlQgJCUFw8Oyfaq0GbW1tePnll1FWVoaOjg6MjIwgODgYcXFxOOmkk/CNb3wD69a5/wcZkVT8/f1RVLQeRUXrpS6FfEBfXy8ALOmDFjqO55HIO+j1/WhqqkdTU73D/fMLoVZHuOz2h/kwHJOr+ExgHh0dxf79+1FZWQmtVou2tjbodDpYrdYZ24aFhSExMRHZ2dkoKCjApk2bkJPj+/f7TE1N4cEHH8Q///nPGdPlGI1GGI1GNDY24sUXX8T555+P+++/H6Gh0n6iQ0Tk6f7znw8AAJs2nSxxJd6N55HIc5lM46itrUFTU504GvtChYSEIDMzBxpNDmJiYjnwFnkdrw7MBoMB7777Lt577z1UVVU5hOO5uugODw9jeHgYDQ0NeOuttwAAUVFROPPMM3HxxRdj82bfm5vNYrHg9ttvx+effy6uk8lkyMzMRFRUlBiWj53DDz74AO3t7XjhhRcQEhIiVdlEHqu1tQVjY8fvgx4Y0AMAzOYp1NRUO2xbUFC4orXRytm582384x9/R0REJL76Vc8ZQdvb8DwSebbJyUkcOPD5/BseFRgYiPR0DbKycpCQkMx768mreWVgLisrw7PPPouPP/5YDHjHAvKxT61kMtmsofnET7YEQYBer8err76KV199FfHx8di2bRuuuuoqqNVq972RFbR9+3aHsHzxxRfjxz/+MeLj48V1BoMBjz76KF580X7vWF1dHX71q1/hoYceWvF6iTzdww//3ukotQMDA/jOdxznf/z88/KVKotWWFVVBcLDVfjNb36/7DmdT3T4cDPuvvt74vKmTSdj27ZvuvQYnsKd55GA5uYmbN/+qLis1+skrIa8kVodgZiYOPT39826jUKhQFpaBrKycpCSkgaFwitjBtEMXnUlf/rpp3jssceg1dqnhRAEYUYwFgQBgYGBiI+PR2xsLMLDw6FUKqFQKDAxMYGJiQn09/dDp9NhYGBmlxJBENDT04M//elP2L59O7Zt24Zvf/vbiIz03l/gBoMBO3bsEJf/67/+C7/+9a9nbBcZGYlf/vKXUKvVeOKJJwAAb731Fm6++WZkZ3N6HSKiE9155w9wxx3/jfDwcJfve2Rk2GHqq6ioKJcfw1O48zwSMDxsXPQ0arR6WK0WtLe3IS4ucc5xfrKycmcEZplMhjVrUqHR5GDt2kwEBHDQN/I9XhGYq6qqcP/996OyshLAzO7Wubm52LRpE0466SRkZ2cjNTV1QfdHjIyMoKGhATU1NSgrK0N5eTmMRqN4jImJCTzzzDP417/+hZtuugm33norAgMDXf8G3WzXrl0wmUwAgPDwcPz0pz+dc/s777wTb775Jrq7uyEIAt5//30GZqITrKbRi2l2YWFhUpfgE3geiVaWIAjo7u5EU1M9Dh9uxOTkJE477UwUFW2c9TWZmVn44otPAADx8YnQaHKQkZG16gfTJd/n8dNK/exnP8Nbb70FQRAcgvLGjRtx0UUX4dxzz0VcXJxLjmW1WlFWVoZdu3bhnXfeEcMzYP8ELSEhAQ899BCKi4tdcryVcvfdd+Pdd98FYO+K/fDDD8/7mv/93//FSy+9BADYunUr/vY3zw0HnFaKiIho5fH36Mpa7jRJ9lsQdWhsrEdzcwPGxkYdno+NjccVV1wz5z4aGmqRkJCE8HDVgo9LtBycVmoB3njjDbHbdUhICK688kpcddVVSE9Pd/mxFAoFNm/ejM2bN+OnP/0pdu3aheeffx6HDh0Su2rv37/f6wJzf3+/+Hih5236vduDg4OuLomIiIiIFqG8fP+MdQsJzENDg+I0UENDs/9Np9P1wmgchEoVMes22dl5CyuWyId4fGAG7N2Ib775Zmzbtm3Fum0FBATgoosuwkUXXYTy8nI8+eSTDoNmeZPnnnsOU1NT6Ovrg1KpXNBrOjs7xce8p4yIiIhIOrP1pDs2ns+JxsZG0dzciKamOuh0sw/UdaKmpgYUF/vebDFEy+Hxgfm2227Dt7/9bUnnAy4uLsZTTz2FsrIyr21tDQgIwJo1axa0rclkcvhwYO3ate4qi4iIiIjm0NRU77Q7NgD8859Po6RkCzSaHExOTqKlpQlNTfXo6upY1O1qfn7+WLs2A4mJya4qm8hneHxgvuuuu6QuQbRp0yapS1gRzz33nMP922eddZaE1RARERGtTmVl+1BWNvsI50bjEHbt2ony8v0YHjaK060uhFwuR0pKGjSaHKSlZcDf398VJRP5HI8PzLSympubsX37dnE5OzsbW7YsfEAJIiIiIlq+pqb6OcPydIODhgXvNzEx+egI1xoolUFLLY9o1WBgJpHBYMDtt98uTkElk8nwk5/8ZEFTdElJoZBBEBZfo80mByAD4NEDxRMREXkBGeRyORQKudSF+ARBENDcXI+YmBiX7C8iIgIpKelISVmLkJAQl+yTaCV4Qgzx+MC8YcMGZGRkICsrS/zy9RbPDRs2YHx8fFn7eOCBB3DZZZcteHuj0YibbroJ7e3t4robb7wRp5122rLqWAkREUv7wT856QeDQQ6bTYDNJkChkMPPj7/oiYiIFkIQ7B88y+X2L7U6GIGBgVKX5TOuv/46qUsgInhBYDaZTNBqtdBqtQDsrZ61tbUO2+zZswd5eXmIjo6WokSvp9frcfPNN6O+vl5cd9ppp+Huu++WsCoiIiIiIiJpeXxgnm620f5uvfXWo5NaRyM/Px95eXnIy8tDfn4+EhISVrhK79Le3o5bbrkFR44cEdcVFxfjscce4+APRERERES0qnl8YL7iiivQ2NiIpqYm8d7a2fT39+PTTz/Fp59+Kq5TqVRiiM7NzUV+fj5SU1PdXfayHDp0aEWOU1FRgdtvvx0Gw/GBIkpKSvDkk08iODh4RWpwhcHBMSxi5gSR1WqBxWLDsXuYp6bMkMk8/r8EERGRRzCbLQCEo7c2yTA8PAGFwiJ1WR5FEAQMDw9Br9dBr9dDr9dhZGTYbcfLzy9CYeEGt+2faKXJZEu//dJVPD4d/Pa3vxUft7e3o7Gx0el2J7Y+H1seGhrC3r17sXfv8fnrQkJCkJub69ASnZGR4fGDW7nShx9+iB//+MeYmJgQ15111ln485//7HX3H1mtwqLmGjzmxIHCJicnEBjI0SKJiIgWYmpq0mFZEGSwWm0SVeOZPvroA9TXa1fseGFhan4PyKd4Qj7z+MA8XUpKClJSUmas3759O2pra6HValFbW4u+vj6nrz8WqkZHR1FeXo7y8nLxOaVSiezsbIeW6KysLPj5edUpWpAXXngBv/3tb2GzHf+Betlll+E3v/mNT77f2chkMiiVwZiYGAMATEyMISxMBZmMA38RERHNRRAE8fcnAAQGKj3iD9uVJAgCbDYrFIrZ/3aKjo4FsPjALJPZRx1fzLzKKpUayckz/04mouWRCUtpmvNwBoNBDM/H/u3s7JyxnUwmc2iZPPEHfUBAAPLy8nDKKafg7LPPRkFBgdtrd7cdO3bgwQcfdFj3ne98B3fddZdEFS2fXj+6pBZmAJicNGFwUCcu+/sHIiIiBnK5wlXlERER+RRBEDAyMojx8RFxnUoVhaCgUAmrcj+r1Qq9vh+9vd3iV2rqWpx55nmzvkan68Mrr7ww776DgoIQH58ofsXExKG1tRm7du1ccH3nnXchNJqcBW9P5A3s41RJ+7PFJwOzMyMjIzNC9JEjRxxaWYHjofnYaZkeovPy8vCLX/wCRUVFK1e4C7344ov45S9/KS7L5XL84he/wNVXXy1dUS6wnMAsCAL0+h5YrWZxnUwmR0CAEoGBQfDz84dMJvOIOeCIiIikIgiAINgwNTWJiYkxWCyOvzdjYpIgl/tWD62JCRN6e3vQ09OFvr5u6HR9sFgc79GOjIzC1Vd/a9Z9WK1W/P3vf3H6umPhOCEhEeHhaqct9OXl+1FaunfG+hOVlGxBcfHmBb4zIu/BwCyx8fFx1NbWil9arRatra0OP9RODNBBQUH461//ipKSEklqXqry8nJcf/31Ytcef39//OEPf8BXv/pViStbvuUEZsA++NfgYD8slikXVkVEROT7ZDI5IiNj4e/vXeOfnEgQBAwOGhxaj4eGBhf02ptvvgOBgcpZn9+5801YLGbExycgPj4JcXHxc25/oqamepSW7oXRODTjOZVKjZKSLWxZJp/FwOyBpqamUF9fD61Wi6qqKhw8eBDt7e0AjnfhTk5Oxs6dOxEQECBxtQszMjKCSy+9FF1dXQDs7+ORRx7xibAMLD8wA4DNZsPQUD+mpibm35iIiIi8OiybzWbodL3o6bGH476+bkxOTs7/QicuvvgbSElZ6+IKHQmCgN2738fIyDCsVisUCgXCwsJxzjlfXXX3jtPq4gmBefWM8LRAAQEBKCoqQlFREbZt2wYAaGhowBNPPIH3338fANDV1YW3334bl19+uZSlLthTTz0lhmUAuO2223wmLLuKXC5HREQszOYpTE6aMDlpYoszERHRDDIEBiqhVAYjMDDYa7thV1cfwv79ny97P3K5HMPD7psm6hiZTIZzz73A7cchopnYwrwI3//+9/Hhhx9CJpPhvPPOw6OPPip1SfMaGxvD1q1bMTJyfGCOzZs3L2o07Ojo6BkDhXkSV7QwO2Oz2SAI9i8iIqLVTiaTQy5XeHyLptVqhck0jtDQsFm36e7uxBtv/HvR+1Yqjw3OlYD4+ETExsbBz89/OeUS0RzYwuxlrrzySnz44YcAgPr6eomrWZj9+/c7hOVj6xYjKSnJlSV5Dfun5t75yTkREZEnczaQVUnJliXt69jgXMfuPdbpehEZGY0rrrhm1tfExsZBLpfPGPz1RNMH54qPT4RK5XxwLiLyXQzMi7BmzRrxscFgkLCShWttbZW6BCIiIiKRIAgoL5/54f2mTafMG0YFQcDQ0KAYjnt6ujE0NPNvMr1eB4vFPGvrr5+fP6KjY6HT9Tqsi4uLF8NxXFwClMqFD85FRL7J47tkGwwGREZGSl0GAKC3txdnnXUWBEGATCZDXV2d1CUR3Nclm4iIiFxrsSM+Hxuca3oL8uTkwgbo/PrXr0JiYvKszx88WAqDoV8MyFFRMV57TzaRr/KELtkeH5g3btyIm266CTfeeCNCQkIkq6O8vBwPP/wwNmzYgHPPPRd1dXW49tprJauHjmNgJiIi8nxlZftQVrZv3u0yMrIQEhKC3t5u6PX983abns3mzadh40bvmgaUiBx5QmD2+C7Z4+Pj+Mtf/oJnn30W27Ztw/XXX4+oqKgVO/4nn3yCp556CgcPHgQAnHrqqdi4cSM2bty4YjUQERERebOmpvoFhWUAOHy4cdnHCwxULjloExFN5/GB2d/fH2azGcPDw/jb3/6GHTt24JxzzsEVV1yBU0891S0DL/T19eH111/Hq6++is7OTgAQWzADA71vrkEiIiIiqQiC4HSQL1eKiIh0GJxLrY7g4FxE5BIe3yW7o6MD999/Pz7++GNx3bEfgBERETj77LOxdetWFBcXIyIiYknHsNlsqKmpwf79+7F7925UV1dDEASHbr4RERG46667cOWVV/IHsIdhl2wiIiLPY7PZoNfroNVWoa6uBgBgsVig1+uh0+kwPj4OuVyO9PR0REdHL3i/fn5+iI21D86VkHBscK4gd70NIpKQJ3TJ9vjAfMy+ffvw5z//GRUVFQ7rp4fXtLQ0ZGdnIzMzE0lJSYiNjUV4eDgCAwOhUCgwNTWF8fFx6PV69Pb2oq2tDY2Njaivr8f4+Li4n+mnJCQkBNdddx1uvvlmhIXNPp8fSYeBmYiISHqCIGBgoB9dXR1HvzphMAygr68POp0OfX19GBgYcNpVOi8vb9aeg6GhYQ6tx1FR0VAoFCvxlohIYgzMS7Bnzx7s2LFDnEtYJpM5hKWltP4ee/30fUVFReHqq6/GddddB7VavfzCyW0YmImIiFaeIAgwGPRiQD5ypBVdXV0OAdlkMi14f6effjpyc3PF5ZSUNGzdeh4bLIhWMU8IzB5/D/OJzjjjDJxxxhlobm7GSy+9hPfeew96vX7GdvMFKGfBWiaT4ZRTTsGll16KCy64AAEBAS6rm4iIiMibCYKAwUEDurs70NnZjtpaLTo62sWAPDAwsKwPsBsbGx0Cc2xsHMMyEUnO61qYT2Sz2VBWVobPPvsMe/fuRWNjIywWy4JfHx0djZNOOgmnn346tm7dipiYGDdWS+7AFmYiIiL3GhjQY/v2R9DefkQMyBMTC5sPeaH8/f1xww03iI0aX/va5VizJtWlxyAi78IWZheQy+U4+eSTcfLJJwMApqamUF9fjyNHjqC7uxsGgwEmkwlWqxVBQUEICQlBfHw8kpKSkJ2djbi4OInfAREREZHnEAQB7e1tqKysQHV1JSorK9Dc3Oj2aZoiIo6PbK1SqZGcnOLW4xERLYTXB+YTBQQEoKioCEVFRVKXQkREROTRRkaG0dTUgAMH9sJqFVBfX4fq6goYjcYVryUzM1N8XFKyhbOSEJFH8LnATERERETODQ8bUVZ2AKWl+1BXp0VHRwcGBwelLgsajQb5+fkA7GFZo8mRuCIiIjsGZiIiIiIf1dfXiz17PkZ5eSkaGurR3d2FqakpqcsCAISFhSEuLg55eXmIj4+HSqVmWCYij8PATEREROQDrFYr6uq0+OyzT1FZ+SWamhoxMDAgdVkAAKUyCPn5BVi3bj0KCtYhOjoaExNjmJycRGBgIBISkpGcnMJu2ETkcRiYiYiIiLzQ0NAgqqur8Nlnn6Cy8hBaW1s8pvU4JSUVRUXrj36tQ2ZmFvz8+GcnEXkf/uQiIiIi8nAWiwWHDzejqqpC/DpypE3qsgAAwcHBKCgoEsNxYeF6RERESF0WEZFLMDAv0MDAAFpaWgAAmzZtkrgaIiIi8mUGgwHV1RU4dOggqqsrUVtbC5NpXOqyAABr16ajsHCd2IKckZEJhUIhdVlERG7BwLxAe/bswc9//nPI5XLU1tZKXQ4RERH5CLPZjObmRlRWVqCi4ktUVHyJ3t4eqcsCAISGhoqtx+vWbUBBQSFUKrXUZRERrRgG5kUSBEHqEoiIiMhDCIKAzs52dHd3YmpqEgEBgUhMnHsAK72+H1VVlUe7Vh+CVluDycnJFa58JplMhvT0TBQV2VuPCwvXIT09A3K5XOrSiIgkw8BMREREtARNTfUoLd0Lo3HIYf3BgwfEKZLS0tJRX1+P6upj9x5Xoru7S5qCTxAerjratdoekAsKihAWFiZ1WUREHoWBmYiIiGiRysr2oaxs34z1Y2Nj6Ovrg06nw7PP/gMGgwFms1mCCh3J5XJkZmrEluN169YjJSWNrcdERPPw+cB8/fXXu2Q/er3eJfshIiIi79bUVI+ysn2wWq3Q6/ViQO7r68PY2JjU5QEA1Gr10XC8HuvWrUd+fgFCQkKlLouIyOv4fGAuLS2d9R4iIiIiooUQBAG9vT2oqqrAv//9Ajo6OqDX62Gz2aQuDQqFAhpNtjitU1HReqxZM/s91EREtHA+H5iP4WBdREREtFATExOoq9NOm/e4Ev39OqnLAgBERkYdHbXa3r06P78AQUHBUpdFROSTfD4wx8TEQK/X46yzzsITTzyx5P28/vrr+PnPf+7CyoiIiMgTCIKA7u4uVFYeQnV1JSorK9DYWA+LxSJ1afDz80NWVo4Yjtet24DExCS2HhMRrRCfD8xFRUXYvXs3qqurpS6FiIiIPIDJNA6ttkYMx9XVlRgY8IyxSmJiYo52rbZ/5ebmQ6lUSl0WEdGq5fOBubCwELt378bAwAB6e3sRHx8vdUlERES0QgRBQEdHu9ituqqqAk1NDbBarVKXBj8/f+Tm5jncexwfn8DWYyIiD+LzgbmoqEh8XF1dzcBMRETkw8bGRqHV1oj3HldXV2JwcFDqsgAA8fEJR+c9tgfknJw8BAYGSl0WERHNwecDc2FhIRITEwEAnZ2dS95Pbm4uvvvd77qqLCIiIlomQRBw5Eir2K26qqoCzc1NHjNydXR0NOLi4pCWthZ33nkX4uL4oT0RkbeRCRw+mrycXj/KUdCJiFaBkZER1NRUid2rq6srMTxslLosAEBYWBhiY2MRFxeH2NhYREVFQaFQAADOO+9CaDQ5EldIROR9ZDIZoqOlnUPe51uYiYiIyPvYbDa0trY43Hvc0tLsER+QKpVKpKSkIihIKQbk4GDn0zqVlGxhWCYi8mJeE5jNZjN+9rOfIS4uDvn5+cjNzUV6errUZREREZELDA8bUV1dJU7tVF1dhdHREanLAgCsWZPicO+xRpMNf39/NDXVo7R0L4zGoRmvUanUDMtERD7AawLzjh078O6774ojR8bExOCFF17AmjVrJK6MiIiIFsNqtaKlpdnh3uPW1hapywIABAUFo6Cg8Oicx/a5jyMjo5xuq9HkIDMzG52d7ejp6cTk5CQCAwORkJCM5OQUjnZNROQDvOIe5pGREZxxxhmYmJiAIAgICgrCCy+8gLy8PKlLIw/Ae5iJiDzb4OCgGIyrqytRU1OFsbExqcsCAKSmph0NxxtQVLQeGRmZ8PPzmvYEIiKfxnuYF+j111+HyWQCYD9pP/rRjxiWiYiIPJDFYkFzc5M4rVNVVQXa249IXRYAICQkBAUF68Q5jwsLi6BWR0hdFhEReTCvCMxvvPGG+DgzMxPXXnuty/Y9OTmJu+++G5GRkcjLy0N+fj5ycnIQEBDgsmMQERH5KoNh4OigXIdQVVUJrbYGJtO41GUBANLTM44GY3v36rVrM8SRq4mIiBbC4wPz6Ogo6uvrxfuAtm3b5tL9BwYGYtu2bbjlllvEY5x//vl45JFHXHocIiIib2c2m9HYWI/q6krx/uPOzg6pywIAhIaGoahonRiOCwqKEB6ukrosIiLych4fmKuqqmCz2QAACoUC559/vsuPcdppp+FrX/sa3n77bQDARx99hOHhYYSHh7v8WERERJ5KEAR0draju7sTU1OTMJlMGBwcQnd3F6qqKlFbW4PJyUmpy4RMJkNGRubRUavtX2lpayGXy6UujYiIfIzHB+be3l4A9l+O6enpiIpyPlLlcn3nO9/BO++8A8D+CfoHH3yAK6+80i3HIiIi8jS1tdV499030dJyGH19fdDpdBgdHZW6LABAeLhKnNKpqMjeehwaKu0gMEREtDp4fGAeGhoSH8fGxrrtOBkZGdi6dSs++eQTyGQyfPHFFwzMRETks/r6eo92q67A3r2foa2tDVarVeqyIJfLkZGRifXrN4rdq1NS0jhFExERScLjA/PU1JT4ODIy0q3Huuiii/DJJ59AEATs37/frcciIiJaKZOTk6ir0x4dtdo+vZNO1yd1WQCAiIiIaV2r1yE/vxDBwSFSl0VERATACwJzcHCw+PjY1FLusnnzZvGx0WhET08PEhIS3HpMIiIiVxIEAT093Q7huL6+DhaLWerSIJfLkZKSio0bi3HSSZtQVLQeyclr2HpMREQey+MDc3R0tPi4p6fHrceKiYlBSkoK2tvbAQDNzc0MzERE5NFMJhPq6rTiqNVVVRXQ6/ulLgsAEBoaiuzsXJx0UjFKSk5Bfn4hgoKCpC6LiIhowTw+MKempgKwf2Le2NiIqakpt86RHBsbKwbmYwOOEREReQJBENDV1Snee1xVVYHGxgZYLBapS4NcLkdiYiJyc/OxadNmnHrq6UhMTGLrMREReTWPD8xZWVkICgqCyWSCxWLBf/7zH1x44YVuO970+6Q9ZXRQIiJancbHx6DV1qCq6ljrcSUMhgGpywIAhISEIC1tLQoKirB58xacfPIWh9uoiIiIfIHHB2Z/f39s2rQJe/bsAQA888wzbg3M/v7+4mNPmGuSiIhWB0EQ0N5+5Oi9x/b7j5uaGmCz2aQuDXK5HNHR0YiLi0NcXBxOOeV0fOMbV3LeYyIi8nkeH5gB4NJLL8WePXsgCAKqq6vx2muv4bLLLnPLsaZPYxUWFuaWYxAREY2OjkKrrRYDcnV1pcPvICmFhoYiNjYWcXFxiI2NRXR0NBQKhfh8SclmhmUiIloVvCIwf+UrX0FiYiJ6enogCAJ+85vfIC8vDzk5OS4/1uHDh8XHarXa5fsnIqLVx2azoa2t1SEcNzc3QRAEqUuDQqFATEyMQ0AOCZl9WieVSo3k5JQVrJCIiEg6XhGY/f39cdddd+HHP/4xZDIZTCYTbrjhBvz9739Hfn6+y45z+PBhh4G+0tPTXbZvIiJaPYaHh1FTU+Vw7/HIyLDUZQGw956KjY3F2rXpKCpaj6SkZDQ0aBf8+pKSLRzIi4iIVg2vCMwA8LWvfQ27du3Chx9+CJlMhqGhIVx77bW49957ceWVV7rkGDt27BAfh4WFITc31yX7JSIi32Wz2dDS0izOeVxVVYnW1sMe0Xrs5+eHmJgYxMfHIycnFxs2FCMnJxdxcQkIDFSK26lUKpSW7p13fyUlW6DRuL53FxERkaeSCZ7wG32BRkdHcc0116CxsREymQyCIEAmk+Hkk0/GvffeC41Gs+R9f/rpp7j99tvFP3AuvPBCPPzww64qndxIrx/1iD9MiWh1MBqHUF1tbz2urKyAVlvlMbMqhIeHIzY2FikpKSgoWIf16zciOXkNoqJiHO5BdqapqR6lpXthNA7NeE6lUjMsExHRipPJZIiODpW2Bm8KzACg1+txww03oLm5WQzNgH0EzzPOOAM33ngjTj755EXt86233sIvfvELTExMiCH8lVdecWl3b09SXV2Nl19+GWVlZejt7YUgCIiPj0d+fj4uueQSnH766V41mAsDMxG5i9VqRXNzE6qrK47OfVyJtrZWqcsCAAQHB6OgoAiFheuQnJyEgIAAaDTZiI9PRFhY+JK6TQuCgM7OdvT0dGJychKBgYFISEhGcnIKu2ETEdGKY2BeotHRUXzve9/Dvn37xF/gx4IuAERFReHss89GSUkJcnNzkZ6ePuMXfW9vLw4cOIB//etfqKioEAOXTCbDeeedh0cffXRl39QKMJlM+PWvf43XXnttzu02bNiA3//+90hLS1uZwpaJgZmIXMVgMKC6ukLsXq3VVmN8fFzqsgAAaWlrUVS0HkVF61BUtAEZGZnzthoTERF5MwbmZRAEAX/961/xl7/8BWaz2SE4A3AIyAqFAqGhoQgLC4PVasXw8DDGxsYc9nWstTo1NRWvvvoqQkOl/ca42tTUFG655RYcOHBAXBcQEICcnBwolUocOXIEfX194nMqlQovv/wyUlNTpSh3URiYiWgpLBYLmpoaHO497ug4InVZAOyDXR4btTolJQWbNm3GRRd9XeqyiIiIVhQDswu0trbigQcewJ49ewBgRnCez/TtMzIy8MQTTyAlxfemy/jjH/+Iv/71r+Ly9ddfj+9///sOc01/9NFHuPfee2EwGAAAWVlZePPNNz2+ezYDMxEtxMCAXuxWXVV1CFqtFhMTJqnLAgBERESIATkrKxv5+UVISkpeVvdqIiIib8fA7EJVVVXYsWMHdu/eDbPZDAAL+gNDEAQoFApccskluO++++ace9JbGQwGnHnmmZicnARgD8v33nuv022rqqpw9dVXw2q1AgD+8pe/4Nxzz12xWpeCgZmITmQ2T6GhoQFVVRXYv/8LaLU1GBjQS10WAHvvnmPzHSckJKKgoBDp6RmIj086Onp1oNQlEhEReQRPCMxeM63UfIqKivDII4/AaDTio48+wqeffoqKigqHeZVPlJmZiS1btuCb3/ymT7YqH/P222+LYTk0NBQ/+MEPZt22qKgIZ5xxBj7++GMAwK5duzw+MBMR6XR9YrfqqqoK1NVpxZ97UpLJZA6tx2lpa5GTk3e09TgJ0dExHt+Lh4iIaDXzmcB8jEqlwje+8Q184xvfAAAYjUZ0dnZicHAQExMTCA4OhlqtRnx8PCIjIyWudmV0dnYiICAAU1NT2Lp167yt6BqNRgzMHR0dK1EiEdGCTU1Nob6+dlr36gr09vZIXRYAQK1Wo7DQPihXUdE6pKamobGxFvHxiUhISEJoaBi7VxMREXkRnwvMJ1KpVFCpVFKXIal7770XP/3pT3HkyJEFjag6PDwsPvbFLupE5D0EQUBfX+/RcFxxtPW4Vrz1Rkr2bmLROPPMc46OXr0eKSmpMwJxfHyCRBUSERHRcvl8YCY7Pz8/ZGRkzLud2WzGZ599Ji7n5eW5sywiIgcTExOoq6tFVdUhVFdXorKyAv39OqnLAgAolUrExcWJ9x+npqYhNXUtzjrrK/D395e6PCIiInIDBmYSWSwW/O///i+6uroA2Kc12bZtm8RVEZGvEgQB3d1dDvceNzTUw2LxjNbjqKgoMRzHx8cjLW0tEhKSkJCQJI5eTURERL6NgXkVEwQBFosFvb29+Pzzz/GPf/wDra2t4vO/+c1vEB8fL2GFRORLTCYTamtrHAKyp4xcHRQU5NB6nJCQgOTkFPHe47i4eAQEcPRqIiKi1cZnppWixXvmmWfwwAMPzFgfFxeH++67D1/5ylckqGrxBgfHwKuYyLMcu/e4sbEeDQ31aGysx5EjbeKUdVKSy+VQq9WIiopCVFQUIiMjER4ejqSkNYiJiUV0dCxUqgiOXk1ERCQxmQyIiJB2TCW2MK9iPT3OR5WNiIiATqfD5OSkV8wHKvV/IiJyLioqE3l5mQAulroUIiIioiVhC7MH2rBhA8bHx5e1jwceeACXXXbZnNvcfffdaGxsRFRUFIxGIxobGx1afzQaDZ588kkkJycvqxYiIiIiIiJvxBbmVez//u//HKaZGhwcxPbt2/Hss88CAJqamnDLLbfgjTfegFKplKpMIiIiIiIiSTAwr2InzskcERGBe++9F0lJSeK9za2trXj22Wdx6623SlHigvAeZiLXsdls6OrqRFNTA+rr69HUVI+OjnZ4QmckhUKBiIgIREZGIioqCtHR0YiOjkFUVDSiouz/RkREoKOjHfv2fTb/Do865ZTTkZqa7sbKiYiIaCk84R5mdskmp66++mocOnQIgL1r9jvvvCNxRbPT60c94o95Im80PGxETU0VKisrUFVVgerqKoyOjkhdFgAgLCxMHLU6Li4OiYmJSEhIRlxcPOLi4hEbGw+lMsjpa8vL96O0dO+8xygp2YLi4s2uLp2IiIhcQCaTITo6VNIa2MJMTl188cViYG5ubsbExAS7ZRN5OavVipaWZnFKp+rqSrS0HJa6LACAUhmEgoJCFBQUore3C3FxcUhJSTsajhMQGxuP8HAVZDLZgvZXXLwZKpUapaV7YTQOzXhepVKjpGQLNJocF78TIiIi8iUMzORUSkqK+FgQBBiNRgZmIi8zNDSIqqpKVFfbA3JNTRXGxsakLgsAkJKSiqKi9eJXZqYGfn72X0kGgx4qVcSM20YWS6PJQWZmNjo729HT0ymO/J+QkIzk5JQFh28iIiJavRiYfZzFYsHjjz+Ozs5OdHZ24p577kFRUdG8r5uamnJYDgsLc1eJROQCFosFzc1NqK6uRGXlIVRXV+LIkTapywIA+Pv7IzY2Vuxa/a1vfRu5ufmzbh8ZGe2yY8tkMqxZk4o1a1Jdtk8iIiJaPRiYfZyfnx9eeuklGAwGAMBHH320oMBcXV0tPo6JiUFwcLDbaiSixTMYBsSu1VVVFdBqa2AyLW86OldRq9ViOE5ISEBWVg4SEhIRG5uAuLh4hIWFS10iERER0YIwMK8CJSUleP/99wEAr732Gm6//XYEBgbOur3JZMJrr70mLm/dutXtNRLR7MxmM5qaGlBVVYH9+/eipqYaen2/1GUBAAICAhxaj7Oyso/ee2wPx5GR0cvuWk1EREQkFQbmVeCqq64SA3NfXx8eeeQR/PSnP3W6rdVqxb333gudTgfAPo3LDTfcsFKlEhEAvb7/aMuxvQW5trYGExMTUpcFwD793LGRq1NSUpGTk4f4+ERx1Oq5PowjIiIi8jYMzKvAqaeeirPOOgsff/wxAGDHjh0YHx/Hf//3fyMyMlLcrrGxEffffz/27dsnrvv2t78NjUaz4jUTrRZm8xTq6+uPjlpdgcrKCvT0dEtdFgAgPFyFwsJ1WLduPQoL12FgQIeIiEix9Tg0NIwDZxEREZFP4zzMq8Tw8DC++c1voqGhQVzn7++PrKwshIaGoqenB+3t7Q6vufTSS/Hggw96/B/EnIeZvElfXx+qqg4dHZyrAnV12hmD7ElBJpMhLW0tTjpp09GRq9chNXWtx///JyIiIt/lCfMwMzCvIiMjI/jf//1f7Ny5c87tgoOD8b3vfQ833XTTClW2PAzM5KkmJydRX1/r0L26r69X6rIAAEqlUrzvOCUlBYWF67BlyxmIjY2XujQiIiIiAAzMJJHq6mq89tprKCsrQ09PDyYnJ6FWq5Geno7TTz8dV1xxBSIiIqQuc8EYmMkTCIKA3t4eh3BcX18Ls9ksdWmQyWSIiopCbGwsEhISkJeXj5ycfMTHJyA2NgGhoaFsSSYiIiKPw8BM5AIMzCSFiYkJ1NVpUVlpv/e4qqoC/f2eMXJ1UFCQ2HqcmalBUdF6pKSkIjY2AZGRUZDL5VKXSERERDQvTwjMHPSLiGgegiCgu7sLlZWHxBbkxsZ6WCwWqUs7+oskWgzIsbGx0GiysHnz6YiJiUNAQIDUJRIRERF5LQZmIqITmEzj0GprHLpXGwwDUpcFwD7GwLFwHBcXh+joaPj5Of4oX7MmFUlJaySqkIiIiMh3MDAT0aomCALa24+Io1ZXV1eiqakBVqtV6tIgl8sdWo/j4uIQEhIy7/3GCQnJK1QhERERkW9jYCaiVWVsbBQ1NdVHW47t0zsNDQ1JXRYAICQkBMnJydBoslFUtB4bNpyE/fs/w8jI8IL3oVKpkZyc4sYqiYiIiFYPBmYi8lk2mw1HjrQd7Vpt/zp8uBk2m03q0qBQKJCQkHh0UK512LRpM7Kzc53ccyxg1665p4KbrqRkC0e8JiIiInIRBmYi8hkjIyOorq5EdbX9vuPq6ioMDxulLgsAoFarkZmpQUFBETZt2oyTTiqGUhk07+s0mhwYjUMoLd0777YlJVug0eS4olwiIiIiAgMzEXkpm82GlpbDR4Ox/f7j1tbDHjHFmFKpRH5+AdLTM7F+/UaUlGxGTEzskvdXXLwZKpUapaV7YTQOzXhepVIzLBMRERG5AedhJq/HeZi9kyAI6OxsR3d3J6amJhEQEIjExGQkJ6c47VJsNA6hurpK7FpdU1OF0dFRCSqfac2aFBQVrUdh4TqsW7cemZlZ8Pf3d/lxjp2znp5OTE5OIjAwEAkJs58zIiIiIm/mCfMwMzCT12Ng9j5NTfVztpaedNLJkMv9UFV1SJzWqa2tdeULdSIwMBA5OXnYuLEY69dvQGHhekRGRkpdFhEREZHPYWAmcgEGZu9SVrYPZWX7HNZNTEygr68POp0OfX196O/vh9lslqhCR2vWpGD9+o0oKlqPoqL1yMjInDHvMRERERG5nicEZv7VR0QrpqmpHgcOfAGDweAQkIeHFz5tkjsFB4eI3aoLC9ehsLAIanWE1GURERERkUQYmInIrQYG9KiqqkRl5SHs3v0Benp6YLFYpC4LAJCeniG2HBcVrcPatRlQKBRSl0VEREREHoKBmYhcxmw2o7Gx/ujAXPZ7j7u6OqUuCwAQFhaOwsIiMRwXFKxDeHi41GURERERkQdjYCaiJdPp+sQpnaqrK1FbW4PJyUmpy4JMJkNmpgaFhevEFuS0tLWQy+VSl0ZEREREXoSBmYgWZGpqCg0NdaistE/rVFl5CH19vVKXBQBQqVQoLFwv3ntcUFCE0FBpB4ggIiIiIu/HwExETvX29qCqqhIVFQdx6NCXaG5u9IiRq+VyOTSabBQVrRO7V6ekpHEeYiIiIiJyOQZmIsLk5CTq6rRH7z2233+s0/VJXRYAe+vx9Gmd8vMLEBwcInVZRERERLQKMDATrTKCIKC9/Qj27/8CX35ZjiNH2tDc3AyLRfrWY5lMhqioKMTGxiIuLg4ZGZm44467eO8xEREREUmCgZnIhwmCgP5+HUpL9+HQoS9RV6fFkSNtGBsbk7o0AEBQUBDi4uLEgBwTEwM/v+M/ls4770KGZSIiIiKSDAMzkY8wm6eg1/ejrk6LQ4cOor6+Fm1tbdDr9RAEQery4Ofnj5ycXMTFxUEQrIiLi0NoaOis9x6XlGyBRpOzwlUSERERER3HwEzkpdrbW3HkSBuqqg6hvr4eR460QafTYWJiQurSAACxsXHioFxFReuRk5MHpVIJAGhqqkdp6V4YjUMzXqdSqRmWiYiIiMgjyARPaHoiWga9flTyFlRBENDZ2Y7u7k5MTU0iICAQiYnJSE5OcdnozfZ7j9tQVVWJqqoK7NnzCXS6PsnfOwD4+/sjNzf/aDjegHXr1iMuLn7O1xw7Zz09nZicnERgYCASElx7zoiIiIjIe8lkMkRHSztVKAMzeT2pA7MrWksFQcDwsBEDA/3Q6/sxMKBHZqYGAwODqK6uRGVlBaqrK2A0Gt30LhYnISERRUX2OY/XrVuP7OxcBAQESF0WEREREfkQBmYiF5AyMJeV7UNZ2b55tysp2YLi4s0AgKmpKQwM6DEw0D8tIPejv78ffX190Ol06Ovrw9DQkEe0HgcGBiIvr0DsXl1YuA6xsXFSl0VEREREPo6BmcgFpArMTU312LVr54K3j4mJxeTkJIaHjZicnIROpxPDsU6nw9TUlBurXbikpGSHe4+zsrLh78/WYyIiIiJaWZ4QmDnoF9ESCIKA0tK9C9rWZrNhaGgIdXV1Dq3HnkCpDEJ+fgHWrVuPwkJ7SI6Kipa6LCIiIiIij8DATLQEnZ3tTu9ZBoCJiYkZrcdms3llC5zFmjWpR8Ox/d7jzMwsh3mPiYiIiIjoOP6lTLQE3d2dDss2mw0tLS2oqqqCXq+XqCpHwcHBKCgomnbv8XpERERIXRYRERERkddgYCZagqmpSYflAwcOoLq6WqJq7NLS1h4Nx/avjIxMKBQKSWsiIiIiIvJmDMxESxAQECg+7u7uXvGwHBoaOq31eD0KC4ugUqlXtAYiIiIiIl/HwEy0BImJyTh48AAAoLOzc56tl0cmkyE9PVMctbqwcB3S0zMgl8vdelwiIiIiotWOgZloCZKTU6BSqWE0DmFiYsKl+w4PV6GwcJ0YkPPzCxEeHu7SYxARERER0fwYmImWQCaToaRkC3bt2onY2FjU19cvaT9yuRyZmZqjAdnevTo1NY2tx0REREREHoCBmWiJNJocGI1DMJvNqK6uxuDg4LyvUavVR7tVr8e6deuRn1+AkBBpJ2MnIiIiIiLnGJiJlqG4eDNUKjUUCgXeeecd9Pb2is/JZDLExMRg/fqNOOOMs1BUtB5r1qRAJpNJWDERERERES2UTBAEQeoiiJZDrx+F1JexIAjo7GzH/v1fYGhoCMHBwSgpOQWZmVkMyERERERESyCTyRAdLW1vTAZm8nqeEJiJiIiIiMi1PCEwc2QhIiIiIiIiIid4DzN5PXuPZ3Z7JiIiIiLyJZ5wZyO7ZBMRERERERE5wS7ZRERERERERE4wMBMRERERERE5wcBMRERERERE5AQDMxEREREREZETDMxERERERERETjAwExERERERETnBwExERERERETkBAMzERERERERkRMMzEREREREREROMDATEREREREROcHATEREREREROQEAzMRERERERGREwzMRERERERERE4wMBMRERERERE5wcBMRERERERE5AQDMxEREREREZETDMxERERERERETjAwExERERERETnBwExERERERETkBAMzERERERERkRMMzEREREREREROMDATEREREREROcHATEREREREROQEAzMRERERERGREwzMRERERERERE4wMBMRERERERE5wcBMRERERERE5AQDMxEREREREZETDMxERERERERETjAwExERERERETnBwExERERERETkBAMzERERERERkRMMzEREREREREROMDATEREREREROcHATEREREREROQEAzMRERERERGREwzMRERERERERE4wMBMRERERERE5wcBMRERERERE5AQDMxEREREREZETDMxERERERERETjAwExERERERETnBwExERERERETkBAMzERERERERkRMMzERERERERERO+EldANFyDQyMQhCkrgJQKGSIiAgRlwcHx2C1ekBh5FN4nZG78RqjlcDrjNyN15hvkMmAqKhQSWtgYCavJwiA4AGJWRBkJyx7Rl3kW3idkbvxGqOVwOuM3I3XmK+Qzb+Jm7FLNhEREREREZETDMxERERERERETjAwExERERERETnBwExERERERETkBAf9klhtbS1efPFFlJaWoq+vDzKZDPHx8di4cSMuv/xybNy40WXHEgQBJ510EsbGxhb1up07dyIjI8NldRAREREREXkDtjBLxGaz4cEHH8Rll12Gf//732hra4PJZML4+DhaWlrwyiuvYNu2bbj33nthMplccszOzs5Fh2VauOrqQ3MuExERERGRd2ELs0Tuu+8+vPrqq+JyUFAQsrOzAQANDQ1iSH7llVcwMDCA7du3Qy5f3ucb9fX14uOoqCjk5uYu6HUhISHzb0TQaquwdetpDst5eeskrIiIiIiIiJaDgVkCb7zxhkNYvu666/CDH/wAoaH2SblHR0fx2GOP4ZlnngEAfPzxx/j73/+Ob3/728s67vTAfMEFF+B//ud/lrU/IiIiIiIiX8Yu2StscnISDz/8sLi8bds23HfffWJYBoDQ0FD8/Oc/x3e+8x1x3d/+9jcMDw8v69jTA/Ox1mwiIiIiIiJyjoF5hb3//vvQ6XQAgLCwMPzoRz+addvvf//7SE9PBwAMDw87tEovBQMzERERERHRwjEwr7D3339ffHz++ec7tCyfSKFQ4IorrnD62sUaHR1FV1cXAEAul0Oj0Sx5X0RERERERKsBA/MKEgQBpaWl4vKWLVvmfc0pp5wiPq6srITBYFjSsevr6yEIAgAgJSUFwcHBS9oPERERERHRasHAvII6OzsxOjoqLi9klGqNRgOFQgHAHrhra2uXdOyGhgbxMbtju96xDyMWup6IiIiIiDwfR8leQW1tbeJjmUyG5OTkeV/j7++PuLg4dHd3AwDa29uXdOwTA3N3dzf+/e9/4/PPP0dbWxsmJycRHR2NoqIiXHTRRTjvvPMgk8mWdKzVpqmpHqWlexEQ4D/juX/+82mUlGyBRpMjQWVERERERLQcDMwrSK/Xi4/VajUCAgIW9LqoqCgxMPf39y/p2NMH/Priiy/wxBNPwGw2O2zT3d2N7u5uvP/++1i3bh0eeeQRJCYmLul4q0VZ2T6Ule0DAMTExMx43mgcwq5dO2E0DqG4ePNKl0dERERERMvAwLyCjEaj+DgsLGzBr5s+MNjIyMiij2uz2dDU1CQuHzx4EIC99TotLQ2RkZEwGAxobm4WuxBXVlbiyiuvxPPPP4+1a9cu+pgrSaGQQRBWvjX8yJEWtLU1i0E5MDDQ4fmRkRHI5XKo1Wq0tjYhPj4eqanpK14n+RaFQuZkmXfXkOvwGqOVwOuM3I3XmG/whA6vDMwraHJyUnysVCoX/LrpLdHT97FQR44cwfj4uLgsl8txyy234IYbbkBUVJS4XqfT4fHHH8dLL70EwN4ifuedd+K1115bVL0rLSIiRJLjRkYWYsOGwlmf/+lPf7qC1dBqpVJxAD9yL15jtBJ4nZG78RqjpeLHLCtoehdouXzhp/7YoF8AYLFYFn3clpYW8X5kuVyOxx9/HD/84Q8dwjIAxMbG4te//rVD0Dt8+DBeeOGFRR+TiIiIiIjI2zEwr6Dpwddmsy34dVarVXzs7z9zYKn5nHPOOaisrMS7776Ll156Ceecc86c2990000oKSkRlxmYiYiIiIhoNWKX7BU0vVvzYrpWT9/2xPtkFyowMBCZmZkL3n7btm3inNFdXV04cuQIUlNTl3RsdxscHMNKz9508OABNDXZB1IrKytDW1sb0tLS8PTTT4vb3HjjjQ4joy9FcHAIMjIykZmpQUZGJjIyNIiJieUI5quYQiFz6FZmNI7DauX0ZeQ6vMZoJfA6I3fjNeYbZDLpbr88hoF5BalUKvHx9PmY5zN92+n7cKeNGzc6LHtyYLZahRWf73hyckocsXxkZASNjY0ztmlra3O6frEqKg45LEdERCIvrwD5+favvLwCxMTELvs45C0cOwZZrQKs1oX3WCGaH68xWgm8zsjdeI35Ak9oJGJgXkGxscdDzdDQEKxWq0M37dkYDAbxsbOpi9whMjLSYXn6CN8EJCYm4+DBAwCAtWvX4ssvv1yxYw8OGvDFF3vwxRd7xHWxsXEzQrRaHbFiNRERERER+SIG5hU0vYXWarWiu7sba9asmfM1U1NT6OvrE5fT0tLcVd6M404XHMyRBadLTk6BSqWG0TiE0NBQnHfeeWhtbZWsHp2uDzpdHz75ZLe4Likp+WiILkR+fj5ycwscpigjIiIiIqK5MTCvoOTkZISHh2N4eBgA0NDQMG9gbmpqEgf9kslkyMrKWvRxH3/8cfT29sJgMOArX/kKvv71r8/7ms7OToflhISERR/Xl8lkMpSUbMGuXTsBAImJicjPz5e4KkddXZ3o6urErl3vi+vS0tYiP79QbI3Ozs5FUFCQhFUSEREREXkuBuYVJJPJUFxcjI8++ggAsHfvXpx77rlzvmbv3r3i4+zsbERELL6b7a5du1Bfbx+gymazLSgwf/HFF+LjkJAQZGdnL/q4vk6jyYHROITSUvv3yM/P8b/T1772NWi1WvT398NstqCrqwsDA3opShW1tbWira0V7777FgD7yO0ZGZliS3ReXj40mmyHub+JiIiIiFYrBuYV9pWvfEUMzO+++y5++MMfIiTE+chvVqsVr7zyirh8/vnnL+mYJSUlYmD+/PPP0dfXh7i4uFm3N5lMDlNJXXDBBQu613o1Ki7eDJVKLYbm6ZRKJQoLi1BSsgUaTQ4EQYBO1wettgZabTVqa2tQW1sj6f3hVqsVjY0NaGxswBtvvArAPnWZRpN99H5oe2t0enrGjA8EiIiIiIh8nUxY6eGFVzmTyYSzzjoLg4ODAIBLL70UDz30kNNt//jHP+Kvf/0rAHv42rVrl8PAYQtVX1+Pr3/96+JI0meffTb+8pe/QC6fOQ23zWbDT37yE7z99tsA7OHpjTfeWNSUVCtNrx9d8VGyTyQIAl555Xnccccd4rrt27fjiiu+OefofoIgoKur0yFE19VpMTY2thJlL5hSqUR2du7R+6Ht3blTUtKcXkOL4eyDhpKSLcvap69TKOSIjDz+IZvBMMZRP8mleI3RSuB1Ru7Ga8w3yGQyREdLOwYPm4xWWFBQEL73ve/h17/+NQDgzTffhM1mwz333COOTD06OorHHnsMzzzzjPi6m266yWlYPnDgAK6//npx+YEHHsBll13msE1OTg6uuOIKvPzyywCAjz76CLfffjvuu+8+h3uoW1pa8Lvf/Q6ff/65uO62227z6LDsKWYLxfMNhS+TyZCcvAbJyWtw/vkXALB/aHHkSBu02moxSDc01C1q7m5Xm5iYQGXlIVRWHp/iKiQkBLm5+WIrdEFBIRITkxY1/H95+f4Z6xiYiYiIiMhTMDBL4JprrkF5eTl27rQPGPX222/jgw8+QE5ODhQKBRoaGjA+Pi5uv2nTJtx5553LOuZ9992Hw4cPi9MfffLJJ/j000+h0WgQGRkJnU6HlpYWh9dcdtll+O53v7us49LiyeVyrF2bjrVr03HxxZcCACwWC1paDout0NXVVWhuboTFYpGszrGxMZSXl6K8vFRcp1arkZdXMO2e6II5u/8TEREREXkyBmYJyGQy/N///R/UajVefPFFCIKAqakpVFVVzdj2vPPOw4MPPrjs+0eVSiV27NiB3/72t3j11VchCAIEQUBjY6PTbe+8807ccsstHjFZONkHFMvKykZWVja+8Y0rANin/mpsbEBtbQ0qKw+huroSHR3tknZPHxoawt69n2Pv3uO9FGJiYhwCdF5ewYx5vomIiIiIPBEDs0T8/Pzwi1/8ApdddhleffVV7N+/H319fbBYLIiJicH69etx+eWX49RTT3XZMYOCgvC73/0ON9xwA15++WWUlpaiu7sb4+PjUKvVSE5OxplnnolLLrkEiYmJLjsuuUdAQAAKCgpRUFCIq67aBgAwmcZRX1+PL78sw6FDB9HQUIf+/n5J6+zv78enn36MTz/9WFyXkJCI/PxCDA8PIiYmBtHR0QgMDJSwSiIiIiKimRiYJVZYWIjCwsIlv/7kk09GQ0PDol6j0Whwzz33LPmY5LmCgoKxYcNGbNiwUVw3PDyM8vIDKC3dB622BkeOtIlzgUulp6cbPT3dDutUKhViYmIQFhaJgoJC5OTkIigoWKIKiYiIiIgYmIlcJj+/aM5lqYSHh+Pss8/D2WefB8A+MndLSzP27v0M3d1d6OnpgVZbg/5+naR1Go1GGI1GPPzw7wHY7+VOT89w6M6dlZXNlmgiIiIiWjGcVoq8nidMKwV4//QFOl0famu14sBiWm01hoaGpC7LgZ+fPzQajUOIzsjIhL+/v9SlrRhvv87I8/Eao5XA64zcjdeYb/CEaaUYmMnrMTC7hyAIeO21f2H//r3Q6XTo7+9Hf38/zGaz1KU5CAwMRHZ2jhig8/MLkZqaBoVCIXVpbuFr1xl5Hl5jtBJ4nZG78RrzDQzMRC7AwOxeU1OT6O7uQldXOzo62tHS0iyG5/7+fuj1elitVqnLdBAcHHx0jujjLdHJyWt8YtR3X73OyHPwGqOVwOuM3I3XmG/whMDMe5iJaE4BAYFIS0tHWlo6AMBkMqGrqwNdXe3o6uqAwTCAoaEhhxA9MDAAm026X0rj4+M4eLAMBw+WievCw1XIy8tHXl4BCgqOzREd7xMhmoiIiIjcg4GZiBYlKCgImZlZyMzMAgCMjo6gs9MeoDs72zE2Ngqr1QqDwSAG6NHRMfT0dEsaooeHjdi/fy/2798rrouKikZeXr7YCl1QUIjIyCjJaiQiIiIiz8Iu2eT12CXbcwiCgOHhIXR2dqCz094CPTFhwoUXfh0dHW34z38+cGiJ9rRBxQAgPj4B+fkFyMsrOHpPdAHCw1VSlyXidUbuxmuMVgKvM3I3XmO+gV2yicinyGQyqFQRUKkikJ9fBEEQYDDoER6uRkdHG+Li4hAXFyduPzU1Bb1e7xCiR0ZGJHwHQG9vD3p7e7B79y5x3Zo1KWKIzs+3zxEdEiLtD28iIiIicj8GZiJyG5lMhqioGAD2e6FPFBAQgMTERCQmJorrJiYmZoTosbGxFavZmY4O+4Bn77+/E4D9fa1dm4G8vHzxfujs7NwVmSO6uvoQtm49zWE5L2+d249LREREtBoxMBPRikhMTMbBgwfm3U6pVCI5ORnJycniuvHxcYcA3d/fj4mJCXeWOydBENDS0oyWlma8886bAAA/Pz9kZGimtUQXIDMzy+VzRGu1VQ6BWautYmAmIiIichMGZiJaEcnJKVCp1DAahxb8moCAQERGRmFgQI/g4GCkpqYCsAfWsbEx6HQ6h9boqakpN1U/P4vFgoaGOjQ01OG1114+Wn8AsrJyHLpzr12b7rNzRBMRERH5GgZmIloRMpkMJSVbsGvXzgW/ZuvWc6DR5BwdTMwIvV4Hvb7/6JcOoaGhSE+3T3clCAKyswtgNptRW1sDrbYGdXW1MJnG3fWW5jU1NYWamirU1FSJ64KCgpGbm+cwOndKSiqntyIiIiLyQAzMRLRiNJocGI1DKC3dO++2JSVboNHkADg2mJgaKpUaGRlZ4jYmkwkDA/1ikF6/fgOio2NxwQUXAwCsVitaW1uOBuhq7Nv3Bbq6OmG1Wt3zBhfAZBrHl1+W48svy8V1YWHhRwP08dG5ExISGaKJiIiIJMbATEQrqrh4M1QqNUpL9zrtnq1SqR3C8lyCgoKQnJyC5OQUp88rFApkZmqQmanBJZd8A//61z/Q36/D4OCgw/3QBoNB0qnJRkaGceDAPhw4sE9cFxERKd4Lbf8qRHR0jGQ1EhEREa1GDMxEtOI0mhxkZmbjiSf+NOO5a6650W0tqyUlp6K/v0/s0j02NgrAfv+xwWBwuCd6cHDQLTUs1OCgAV98sQdffLFHXBcbG4f8/DzccccdDtsKgsDWaCIiIiI3YGAmIknMFvDcGfzS0zORnp4pLp/YpVuv12Fw0N7abDabZ0xvNTw87LbaFkKn64NarXJYt3PnTrzyyivYtGkztm49G7m5+QgN5RzRRERERK7AwExEq5azLt321ma9GKD1+n4MDPTDbDZjcnIS/f39CAkJh8EwgNpaLXp6uiV8B8DY2BgaGxvR0NCA55//B2QyGdLS1orduY/NER0UFCRpnURERETeiIGZiGgaPz8/xMbGIzY2XlxnH6V7SByhOyMjS7yfeGBAj9paLbTaanF07oEBvVTlQxAEtLa2oLW1Be+++xYA+73cGRmZ4qjc+fkF0Giy4O8fIFmdRERERN6AgZmIJFNcvFnqEhbEPkp3BFSqCIdRugEgKioap5++FaefvhWAPbDu2PEE6uvrxK7cer0ek5OTUpQOwD5aeGNjAxobG/D6668AAPz9/ZGVleMwsNjatRnw8/O9XwvORmUvKdkiQSVERETkbXzvLyMi8hq+GFpkMhkuueRynHKKzuHeaIPB4HA/tF6vh9lslqxOs9kMrbYaWm01Xn7Zvk6pDEJOTu7REF2I/Px8pKSkQS6XS1anK5SX75+xzhevPSIiInI9BmYiIheLiYlDTEycuHxil269Xof+fh26ujodArRer5d0juiJCRMqKr5ERcWX4rrQ0FDk5uY7dOdOTEziqNxERES0KjAwExG52Wxduk2mcYcQrdP1orW1BTqdDv39/RgaGkJvb6+kc0SPjo6irOwAysoOiOvUarXYCn0sRMfGxs2xFyIiIiLvxMBMRCSRoKBgrFmTijVrUsV1FosZBsMA9Pp+6HR9qKr60qE7d3h4uIQV2w0NDWHv3s+xd+/n4rqYmJhpAdr+b0REhIRVEhERES0fAzMRkQfx8/MXR+kOCwtHbW0VYmNjERsbC8AeTKdLSUlBX18fjEajFOWK+vv78cknH+GTTz4S1yUmJk27H7oAubn5CAsLk7BKIiIiosVhYCYi8lDJySlQqdQwGodm3ebkk09Geno6JicnodfrYTAYMDw8jI6ODgwPD69csU50d3ehu7sL//nPB+K6pKRkFBWtF0N0Tk4ugoKC3VbDbN3ZBUHgfdhEREQ0LwZmIiIPJZPJUFKyBbt27Zx328DAQCQlJeGGG74NjSYHADAwMICKioOoqPgSdXVaNDU1zRm+V0JXVye6ujrx3nvvAADkcjnS0zPEbtzJyclITk5GZGQMQkJCljVCd1NTvdMppQDgn/98GiUlW8RzRUREROQMAzMRkQfTaHJgNA7NGvymOzEARkVF4ZxzvoJzzvmKuE6n64NWW4Pa2hrU1FSjtrZa0u7cNpsNzc1NaG5uwptvvgbAHqIjIyMRGxuL5OQ1yMzMRHp6JiIiIhEWFo7wcBXCwsIRHBwyaytxWdk+lJXtm/W4RuMQdu3aCaNxyGvmA18p1dWHsHXraQ7LeXnrJKyIiIhIOl4bmG02G4aHh2EymWCxWKBUKhESEoLgYPd17SMikkJx8WaoVOpZQ7NKpV5wa2lsbBxiY+Nw1lnnALB3Te7u7oJWWwOtthq1tTWoq9NidHTUpe9hMWw2mzjNVm1tLT788AMoFApER0cjOjoaMTExiImJQVRUlBiep/87NDQ4Z1ierrR0L1QqNVuap9FqqxwCs1ZbxcBMRESrllcE5tHRUezfvx+VlZXQarVoa2uDTqdzOl9pWFgYEhMTkZ2djYKCAmzatAk5OfxDiIi8m0aTg8zMbLzyyvMznrvmmhuXfD+uTCZDUlIykpKS8ZWvfBWAPbC2t7cdDdH2IN3QUIeJiYllvYflsFqt6OvrQ19fn7jO39/fIUDHxMQgLCxs0eeitHQvMjOzeU8zERERzeCxgdlgMODdd9/Fe++9h6qqKodwPNecpMPDwxgeHkZDQwPeeustAPZuiWeeeSYuvvhibN7MrndE5J1mC3SuDnpyuRxpaelIS0vHRRddAgCwWCxobT3sEKIbGxtgsZhdeuzFMJvN6OnpQU9Pj7guMDAQMTExiI6ORmxsLKKjoxESMnvXbcDePfuzz3YjNTUDarUaYWGqZd07TURERL7D4wJzWVkZnn32WXz88cdiSD4WkI/9wSOTyWYNzSf+USQIAvR6PV599VW8+uqriI+Px7Zt23DVVVdBrVa7740QEfkQPz8/aDTZ0Giy8fWvXw4AmJqaQlNTA2prtWJ37sOHm532/lkpk5OT6OzsRGdnp7guKCjIoRU6JiYGQUFBDq+rqalCTU0VAPsHBmFh4VCpIqBWq6FSRUClUkOtjkBoaBjDNBER0SriMYH5008/xWOPPQatVgvg+JQf04OxIAgIDAxEfHw8YmNjER4eDqVSCYVCgYmJCUxMTKC/vx86nQ4DAwMzjiEIAnp6evCnP/0J27dvx7Zt2/Dtb38bkZGRK/Y+iYh8RUBAwNHpoQpx5ZVXAwBMJhMaGupQW1sjDi7W1tY6Z88gdzOZTGhvb0d7e7u4LjQ01KEVOiYmBoGBgQDsXdKNxiEYjUOY9hIAgFyuQHi4yiFIZ2fnwd/ffyXfEhEREa0QyQNzVVUV7r//flRWVgKY2d06NzcXmzZtwkknnYTs7GykpqYuqPvhyMgIGhoaUFNTg7KyMpSXl4sjwQqCgImJCTzzzDP417/+hZtuugm33nqr+McSEZGnys8vmnNZakFBQVi/fiPWr98orhsdHUVdnVYM0FptNbq6OufYi/uNjo5idHQUbW1t4rrw8HCHVujo6OgZQdhms2JoyIChIQMAe6+m3Nz8OY81NjY654jeRERE5LkkDcw/+9nP8NZbb0EQBIegvHHjRlx00UU499xzERcXt6R9h4WFobi4GMXFxbjhhhtgtVpRVlaGXbt24Z133oHRaIQgCDCZTNi+fTtef/11PPTQQyguLnbV2yMicrnCwg0zlq1Wm0TVLExoaCg2bToZmzadLK4bGho8Gp6Pd+fW6frm2Iv7HRsD4/Dhw+K6iIgIh3uiIyMj4ed3/FdnaGgYFIrZf5VOTU3iH//4G/z8/KBSOXbvti+rGaaJiIg8mKSB+Y033hC7XYeEhODKK6/EVVddhfT0dJcfS6FQYPPmzdi8eTN++tOfYteuXXj++edx6NAhsav2/v37GZiJiFaAWh2BLVtOx5Ytp4vr+vt1Yldue2t0NQYHByWsEhgcHMTg4CAaGxsB2FuUIyMjxVbogoIimM3mWbtkG41DAOyDpg0M6DEwoJ+xjb+//yxhOgJBQUEM00RERBKSvEt2eHg4br75Zmzbtg1hYWErcsyAgABcdNFFuOiii1BeXo4nn3wSn3/++Yocm4iInIuJicXWrWdj69azARwbd6Lb4X5orbYGo6MjktUoCAIGBgYwMDCA+vp6fPbZZ/j73/8fsrNzkZ9fgLw8+9fatelQKBQYGhqad59msxl6fT/0+v4ZzwUEBIot0Rs3liA6OsYN7+q42e41PzauCBER0WojaWC+7bbb8O1vfxuhoaGS1VBcXIynnnoKZWVlkrdkEBHRcTKZDImJSUhMTMK5554PwD4gV0dHu9iNu7ZWi7q6WphM45LVOTU1herqSlRXV4rrgoKCkZubh6ioKFitZsTExCA8PHzRoXNqahL9/X3o7+/DunUb59y2q6sDfn7+UKvVCAxULvp9NDXVo7R0LwICZraW//OfT6OkZAs0mpxF75eIiMibSRqY77rrLikP72DTpk1Sl0BERPOQy+VITU1DamoaLrzwawAAq9WK1tYWMURrtTVoaKiD2SzdHNEm0zi+/LLcYV1AQMCM6a3mmyN6OpUqYs7nP/lkl9gFXKkMmta923F6rICAgBmvLSvbh7KyfQCAmJiZrdhG4xB27doJo3EIxcWbF1QvERGRL5C8SzYREdFyKBQKZGZqkJmpwaWXXgYAMJun0NzcBK22Bq+88iL6+/thMBgknd5qamoKXV1d6OrqEtcFBQWJ01od+woODp7xWqVSCaVy9lZjm82GkZFhcXliwoSJCRP6+npmbBscHCJ281arIzA+PoaqqkMLeg+lpXuhUqnZ0kxERKsGAzMREfkcf/8A5ObmIzc3HzqdPaDaB94aQH9/PyIjY1BbW4PW1hbJ54ju6OhAR0eHuE6lUiE2Ng4REWpER0cjOjoacXEJc+5nZMQIm21ho6WPj49hfHwMPT1d82/sRGnpXmRmZvOeZiIiWhUkDcwbNmxARkYGsrKyxK8tW7ZIWRIREfkoPz8/xMXFIS4uDnfccTcA+xzJ9fV1Dt25OzraJa3TaDTCaDQ6rIuPT0BpaRny8vKRn1+I3Nw8hIQcH/9jIYOLua6+IXR2tmPNmtQVOyYREZFUJA3MJpPp6BycWgD2AV5qa2sdttmzZw/y8vIQHR0tRYlEROTDQkJCcdJJm3DSScfHsTAah1Bbq3UYnbu3d2bX5pXU29uD3t4efPDBTgD235dpaWuRn1+IvLx8xMXFIyEhGePjoxgZGV5wa/NSHT7ciOTkFLYyExGRz/OYLtmzdYm79dZbIZPJEB0djfz8fOTl5SEvLw/5+flISJi7ixoREdFiB6lSqdQ45ZRTccopp4rrBgb0R+eHPt4SbTAMuLrUBRMEAa2tLWhtbcE777wJwH4vd0aGBnl5+cjIyEBiYjIiItQYGxvF0NAgjMYhjIwMu6QLem1tNbq7O5GRkYXMzCxERkYzPBMRkU+SNDBfccUVaGxsRFNTE0wm05zb9vf349NPP8Wnn34qrlOpVGKIzs3NRX5+PlJT2UWMiIiOKylZ/q0+UVHROOOMM3HGGWcCsAfWvr5e1NbWoKbm+BRXw8PGuXfkRlarFY2N9WhsrBfX+fv7IysrR2yJ3rTpVERFRWF0dARG4xAaG2vR369b0vGGhgZx8OABHDx4ABERkUfDczYiI6Nc9ZaIiIgkJxOkHO1kmvb2djQ2NuLcc891WJ+Tc3wkzmOfXk8v+cRPtENCQpCbm+vQEp2RkcFPvn2YXj8q6aA9xygUckRGhojLBsMYrFb3douk1YfXmecSBAGdnR3TWqGrUVdXi/Fx6eaIdkapDEJubh7y8goQHx+Pjo5WqFQq8fdkTEwM7rjjDnH77du3o7+/f8H7j4yMQmZmNjIzs6FWzz0VFq1e/FlG7sZrzDfYexqHzr+hO2vwlMA8m48++gi1tbXQarWora1FX1+fw/MLCdFKpRLZ2dkOLdFZWVnw8/OYHum0DAzMtJrwOvMuVqsVbW2tR1ug7SG6oaEek5OTUpfmICAgQJzeav369bj//vvF5xYbmKeLioo5Gp41884jTasLf5aRu/Ea8w0MzEtgMBjE8Hzs387OzhnbyWSyOUN0QEAA8vLycMopp+Dss89GQUGB22sn92BgptWE15n3M5vNOHy4WQzQtbU1aGpqhMVikbo0AEBWVhY+/vhjcfnOO+/E+Pg4YmJiEBISArU6AkNDg4veb0xMLDIzs5GRkYXwcJUrSyYvxJ9l5G68xnwDA7OLjIyMzAjRR44cmTFK6Imt0dNDdF5eHn7xi1+gqKho5Qonl2BgptWE15lvmpycRGNjg8OgYq2th90+2rUzJwbms846C42NjQAAtVqN9es3IjMzC2q1CoBtSfdtx8bG4cILv4Hg4GBXlU1ehj/LyN14jfkGBmY3Gh8fR21trfil1WrR2trq8An+iQE6KCgIf/3rX1FSUiJJzbQ0DMy0mvA6Wz3Gx8eOzhF9vCW6vf2I2487V2B2JiEhEcnJaxAeHoqgoCBER0cjICBgzmOEhobhuutu4fgiqxh/lpG78RrzDZ4QmH32Jt7g4GAUFxejuLhYXDc1NYX6+npotVpUVVXh4MGDaG9vB2D/ZphMJtxzzz3YuXPnvL/siYiI3Ck4OAQbNxZj48bjv8eGh4dRV6cVu3NrtTXo6emWsEqgp6d7Rg1RUVGIiIhATEwMYmJiEB0d7TBuSGZmFsMyERF5BZ8NzM4EBASgqKgIRUVF2LZtGwCgoaEBTzzxBN5//30AQFdXF95++21cfvnlUpZKREQ0Q3h4OE4++RScfPIp4jqDYQC1tVqH7tx6/dIG6XKVgYEBDAwMoLm5GYD9Q+mIiAhER0cjNjYWhYUbMTU1NeuH001N9dBqq5CZmYX0dA2Cg0OcbkdERORuPtsle7G+//3v48MPP4RMJsN5552HRx99VOqSaIHYJZtWE15nNB9BEKDT6RwGFdNqq2E0Luxe48V2yV4qPz9/ZGVlHZ0jugD5+YVIT8+An58fdu58E21thwHYw3ZiYjIyM7ORnp6JoCDPu++5tHTvjHWumP/bl/FnGbkbrzHfwC7ZHuTKK6/Ehx9+CACor6+XuBoiIqKlkclkiIuLQ1xcHM466xwA9hDd3d2Fmprpc0RrMTY2JlmdFosZtbVa1NZqxXVKpRIaTRYEQUB0dBRiY2OhUqnQ1dWBrq4O7NmzG0lJKUdbnjOhVAZJVv905eX7Z6xjYCYi8g0MzEetWbNGfGwwGCSshIiIyLVkMhmSkpKRlJSM88+/AABgs9lw5EgbamtrxCDd0FAnaZ0TExOorq5yWOfv7y/OER0TEwOj0YiOjjbs2bMbyckpyMzMRlpaBpRKpURVExGRL5M0MBsMBkRGRkpZgkipVIpzN0v5iTsREdFKkMvlWLs2HWvXpuOiiy4BAFgsFnz22W6H7RQKhRTlicxmM3p6etDT0yOuCwwMFAN0TEwMYmNjkZOTD43GHp4DAwMlrJiIiHyJpIH53HPPxU033YQbb7wRISHSDehRXl6Ohx9+GDfeeCPOPfdc1NVJ+wk7ERGRFPz8/HDuuRc4rHvhhVdQV1cLrbZG7M59+HCzJHNEHzM5OYnOzk50dnaK64KCgo6G5zgUFBTgtNO2Yt26k+Dv7y9ZnURE5P0kDczj4+P4y1/+gmeffRbbtm3D9ddfj6ioqBU7/ieffIKnnnoKBw8eBACceuqp2LhxIzZu3LhiNRAREXkyf39/5OcXIj+/UFxnMplQX1/nMLBYW1urhFXaa2pvb0d7ezvKy8vwzDNPIy4uHoWFReKgYrm5+QgPD5e0TiIi8i6SBmZ/f3+YzWYMDw/jb3/7G3bs2IFzzjkHV1xxBU499VS3zNHY19eH119/Ha+++qr4yfSxEZbZhYuIiGh+QUFB2LBhIzZsOP4B88jICOrrtdBqj09x1dXVOcde3K+vrxd9fb34z38+FNelpKSKATo/vwA5ObmctoqIiGYl6bRSHR0duP/++x2mrzgWkiMiInD22Wdj69atKC4uRkRExJKOYbPZUFNTg/3792P37t2orq6GIAgO0xBFRETgrrvuwpVXXumWkE7uxWmlaDXhdUbu5sprbHBwEHV19rmh7V/V6O/XuapUl7Dfy52BvLx8MURnZeUs6kP07dv/OGPdHXfc7coyfQ5/lpG78RrzDZ4wrZRHzMO8b98+/PnPf0ZFRYXD+unhNS0tDdnZ2cjMzERSUhJiY2MRHh6OwMBAKBQKTE1NYXx8HHq9Hr29vWhra0NjYyPq6+sxPj4u7mf62w0JCcF1112Hm2++GWFhYW5/n+QeDMy0mvA6I3dz9zWm0/UdnU7qeHfuwcFBl+3fFfz8/JCZmYX8/AKxNTojI3PW+6EZmBePP8vI3XiN+QYG5hPs2bMHO3bswP799vkMj41afcxSWn+PvX76vqKionD11Vfjuuuug1qtXn7hJCkGZlpNeJ2Ru630NXZsjuja2hrU1h7vzj06Ouq2Yy5FYGAgsrNzxACdl1eAtLS1UCgUDMxLwJ9l5G68xnwDA/Msmpub8dJLL+G9996DXq8X1x8LzPOVPD1YH9tWLpdj8+bNuPTSS3HBBRcgICDADZWTFBiYaTXhdUbu5gnXmM1mQ0fHEbErd21tDerqajExYVrROuYTHByMnJw8mM2T4hRX4eHhkMlkuP32u3ib1xw84Toj38ZrzDcwMM/DZrOhrKwMn332Gfbu3YvGxkZYLJYFvz46OhonnXQSTj/9dGzduhUxMTFurJakwsBMqwmvM3I3T73GLBYL2tpaUFNTLbZENzbWw2w2S12ag4CAAMTExCA5eQ1OP30rzj33q4iLi2d4PoGnXmfkO3iN+QYG5kWamppCfX09jhw5gu7ubhgMBphMJlitVgQFBSEkJATx8fFISkpCdnY24uLipC6ZVgADM60mvM7I3bzpGjObp9DU1Hj0fmj71+HDTbBarVKX5iAyMsrhfuj8/AJERUVLXZakvOk6I+/Ea8w3MDATuQADM60mvM7I3bz9GpuYmEBDQ50Yomtra9Da2uIRvyemi49PQF5egTg6d15ePlQqtdRlrRhvv87I8/Ea8w2eEJglnYeZiIiIyJWUSiXWrduAdes2iOtGR0dRX197dEAx+wjdHR3tElYJ9Pb2oLe3Bx99tEtct2ZNytFWaHtrdG5uHkJCpP1DkYhotWMLM3k9tjDTasLrjNxttVxjRuPQtFG57f/29fVKXZYDmUyGtWvTxRCdn1+IrKwcKJVKqUtbttVynZF0eI35Bk9oYWZgJq/HwEyrCa8zcrfVfI3p9f0O90NrtdUYHDRIXZYDhUKBjAzN0Xuh7d25MzM18Pf3rtk/VvN1RiuD15hvYGAmcgEGZlpNeJ2Ru/EaO04QBPT29hwN0dWoqalGVVUFJiYmpC7NQUBAALKycqa1RBdg7doMKBQKqUubVW1tJbZuPU1c/vTTz5GXt07CisjX8GeZb/CEwMx7mImIiIickMlkSEhIREJCIs455ysAgP37P8fHH+9Cf38/+vv7odfr0d/fv6hpL11tamoKNTVVqKmpEtcplUHIzc1zGJ17zZoUyOVyyeqcTqutcgjMWm0VAzMReSQGZiIiIqIFSkpaA5VKBZVKhczMTACAzWaD0WgUQ3R/fz8GBgYknd5qYsKEQ4cO4tChg+K60NAwh1G58/MLkZCQyDmiiYjm4DOB+e2338b777+P9vZ2yOVyZGRk4MILL8S5554772ubmprwta99DXK5HLW1tStQLREREXmj5OQUqFRqGI1D4jq5XI6IiAhEREQgKysLgD1EGwwGhxBtMBgkvYVodHQEpaX7UVq6X1wXERHp0JU7L68AMTGxktVIRORpvD4wj46O4vbbb0d5ebnD+sbGRrz33nsoLCzEQw89hLS0tHn35Qn3wRIREZHnkslkKCnZgl27ds65nVwuR3R0NKKjo3HnnT9AaGgY2tvbcOjQQdTX16Gvrxf9/f0YHBxcocqdGxw04Isv9uCLL/aI62Jj42aEaLU6QsIqiYik4/WB+Uc/+hHKysrEZbVaDYvFgtHRUQBAdXU1vvGNb+Chhx7CeeedJ1WZRERE5CM0mhwYjUMoLd0777YlJVuQk5MPwN46vWXLGbDZbNDrdejp6UZb22FUV1ehs7NDbIkeHh5291uYk07XB52uD598sltcl5SULN4LnZ+fj9zcAoSGco5oIvJ9Xh2YP/vsM3zyySeQyWRYv349fvWrX4ldoerq6rB9+3bs2rULJpMJP/jBD/DrX/8al19+ucRVExERkbcrLt4MlUqN0tK9Dt2zj1Gp1Cgp2QKNJmfGc3K5HLGx8YiNjce6dRtxySVXwGgcQk9PF3p6utDaehiHDzeLA4qZTBPo7e1ZgXc1u66uTnR1dWLXrvfFdWlpa4/eD21vic7OzkVQUJCEVRIRuZ5XB+Y33ngDAJCamoqnn34aSqVSfC43NxePPfYYdu7ciXvvvRcmkwn33XcfxsfHcd1110lUMREREfkKjSYHmZnZeOKJP8147pprblzwYFoymQxqdQTU6gjk5hYAAMbGRtHb243hYSM2bNgEg2EAWm2NOMWVVluDgQG9S9/PYrW1taKtrRXvvvsWgGNzRGeKLdF5efnQaLIREOBdc0QTEU3n1YG5qqoKMpkM3/rWtxzC8nQXXngh0tPTcdttt6Gvrw/3338/xsfHcdttt61wtURERORrZgvFyx15OiQkFBkZWeJyZGQUTj99K04/fSsA+7grOl0fvvhiD9566zWxNXpycnJZx10Oq9WKxsYGNDY24I03XgUA+Pv7Q6PJPno/tL01Oj09Q7IaiYgWy6sDs15v/2S1oKBgzu1ycnLwwgsv4KabbkJ7ezseeeQRjI+P46677lqJMomIiIhcSiaTIS4uHqeeegaUykD09HRhYsKEkZERh5G59Xo9zGazZHWazWbU1tpbxl9++V8AAKVSiQ0bNuCOO+6QrC5v5Oye+ZKSLRJUQrS6eHVgtlgsABY2unVycjKef/553HTTTWhubsbf/vY3mEwm3HPPPe4uk4iIiMgt4uLiceGFl0IQBAwOGsT7oHt6ujAyMgxBEGA0GqHT6cRWaL1eL/Ec0RMYGBhwWNfW1iZNMV6kvHz/jHUMzETu59WBOSoqCn19feju7kZRUdG828fGxuK5557DTTfdhLq6Ojz33HOYmJjAN7/5zRWoloiIiMg9ZDIZIiOjEBkZhfx8+99EIyMj6O21h+fu7i4YDPaeeTabDYODgzPmiLbZbJLVX15ejgMH9uHkk0+RrAbyLdXVh7B162kOy3l56ySsiLyVVwfmzMxM9PX1oby8HF/96lcX9JqIiAg8++yzuOWWW1BZWYmXX34ZTU1Nbq6UiIiIaGWFhYUhLCxHHKl7YmICvb3dYgu0TtcHm83e0hwaGoaNGzeLg4rV1tbg8OHmFQvRgiDgwQd/gwcf/KPTkcWJFkurrXIIzFptFQMzLYlXB+aTTjoJn3/+Od5//33cc889kMvlC3pdWFgYnn76adx2220oKytDRUWFewslIiIikphSqURaWjrS0tIB2G9t0+l60dPTBT8/fxQUFKKgoBDANgCAyTSO+vp6aLXVOHToIMrLD8BoNLqtvs7OTnz44bswGodQXLzZbcchIloMrw7MZ5xxBv785z9jYGAAH3zwAS644IIFvzY4OBhPPfUUvvvd7+Kzzz5zY5VEREREnsfPzw+JiclITEx2+nxQUDA2bNiIDRs2Yv369cjISMPU1NSMQcVGRkZcUk9ISAhkMhlKS/dCpVKzpZmIPIJXB+b8/HwUFxdDp9PhzTffXFRgBoDAwEBs374dP/zhD/Hhhx+6qUoiIiIi7yaXy6FWR2JoyICkpCQkJSWJz5lMJnFAsWNf4+Pjiz5GcvLx4F5auheZmdnLnp6LiGi5vDowA8Dzzz+/rNf7+/vj0UcfdVE1RERERL4nL68QeXmFMJnG0dNz/D5ovV6HoKAgrFmzBmvWrBG3Hxsbc2iF1ul0c84RrVKpUFhYKC4bjUMoLd2L9HQN1Go1/P0D3Pr+iIhm4xGB2Ww242c/+xni4uKQn5+P3NxcpKenS10WERER0bxW0/22QUHBSE/PRHp6JgD733B9fT1igO7t7YHFYkZISAhCQkKQlpYGwD6o1+joqBiiw8LCHPZ79tlnY3Bw0GHdwYMHcPDgAQBAcHAI1Go1VKoIqFT2f9XqCKhUKvj5+bv/jRPRquURgXnHjh149913xW43MTExeOGFFxw+qSRaaTabDYJg/1rY9nJMTh7/L2U2T0k6RQf5Jl5n5G68xhZv48biGesslikJKll5MhkQHx+P+Ph4bNhwEmw2AQbDAPr7+6DT9UKn68Pk5AQA+z3KcXFxAIDIyEiHFueQkJA5W6ABAUNDgxgaGpzxTHBwCMLCwhEeHo6wMJX4b2hoGBSKhQ0Ie/z9yCGXK9gVnIhEkgfmkZERPPnkk5DJZBAEAUFBQXjyyScZlmnFCYIAs3kKk5MmTE6alvDHjgwGw/FfzBaLDYDg0hqJeJ2R+/Eao+WLiYlETEwk8vLyMDo6ApPJ8Z5mPz8/tLS0iMuZmZmwWCwuOLIFw8MGDA8bEBYWjqCgoCXsQ4bAQCWUymAEBgYveBYWIvJNkgfm119/HSaTCQAgk8nwox/9CHl5eRJXRauNzWbD0FA/pqYmlrEXATab4LBM5Hq8zsjdeI2R68hkOBpaHa8juVzhcJ0FBirh72916bHnu+95YmICNpsNcrnc4Usmk4sfnstkg4iMjIW/f6BLayMi7yF5YH7jjTfEx5mZmbj22mtdtu/JyUncfffdiIy0f8KZn5+PnJwcBARw4Ag6zmq1YHCw3yXd5xz/yCRyD15n5G68xsiVFAo/BAUFQxCOX1cymeyEwBzo8DwgO9otWoB99eKvSYVCMefzfn5+DscUBAFWqxWAvVeF1WqFxWLB+PgYAgKCERERhaCgYHbXJlplJA3Mo6OjqK+vF3/wbNu2zaX7DwwMxLZt23DLLbeIxzj//PPxyCOPuPQ45L0EQYDBoIPVav7/7d13fFNV/wfwT9p079LBKIVSOqCMglChomzZIAKCgD4IPiJTEBWZLhQBlY2gAor4MGTJ3rJHKbtAKRQKLXRSumfS/P7Ir5fcNm2SrjTp5/16+fKem3PvOcm9ofnes4R9EokJzM0tYWFhBanUDBKJBNr+bVQdKyWXc8wfVQ7eZ1TZeI9RRcvNzRWt1yyVSlGrlrOQfvYsWdQl287ODhYWylZdhQKQy+WQy+UoKHjxf5lMXuL4eolEAmfnWiX+/VYogOTkZ0WCdOV2QYEcBQUymJoWTlaWjvz8ZOzduxMmJibCxGPKScec4ObmDmfnWmX8ZLQjrqd4PwN4osql14D5xo0bwj90pqam6NGjR4WX0aFDB/Tr1w979uwBABw/fhxpaWmwt7ev8LLI8OTl5YiCZTMzCzg5ucLEpPSn0iWRSl/8yJRI+COTKgfvM6psvMeookml5gAkyMzMAKDskq3aZdrExBQmJsp7zcbGFjY2tqLjzUqYCLugoEAInpVBtQxyuRwSiaTULtmFedQFmyYmplAozCCXK3ueKVvHM1GrVi0kJCQgKUn5X6FmzVritde6llhWeYPae/fCERJyTu1r//vfegQFBcPHx7/M5yei0uk1YI6LiwOgfArYqFEj1KpVOU/nPvzwQ+zduxeAcvmDQ4cOYciQIZVSFhmW7OxMYdvExBTOzm6QSDi5BxERUUWzsbGFqakpMjMz1b5uaiqFjY0NLC21n6ircNyxrktLyeWlTzAmkUhgamqOggI5zM3NkZWVCRcXFyQkJBTL6+DgVOq5Ll++iJs3r4lapVWXyDIr6WkAgEuXzuPSpfMlvp6amoIjR/YjNTWlRi1vRlSV9Bowp6SkCNtubm6VVo63tzc6duyIEydOQCKR4OzZswyYCQqFAjk5L2bttLS0YbBMRERUiSwtrWBhYYnnz5OLvabsQl013YulUjM4OTkLXb3lcpnQSl24nKREIoGJiRQKRQHMzMzg5OQkrOqiytHRsdSyUlNTkJ2dhezsLMTFPS32uo2NrUow/SKoTkiILzVYVhUScg4ODo5saSaqBHoNmPPyXkyy5OzsXErO8uvTpw9OnDgBhUKBCxcuVGpZZBiUwwHEM3QSERFR5SopKK7KsbjKlmnzYl29FQoFCgoKhEA6NzcbmZkpMDMzh0wmg5mZmej3K6C5hVnd2tGqMjMzkJmZgadPY8r0XgqFhJxD48Z+HNNMVMH0GjBbW1sL24VLS1WWdu1edFNJTU1FbGws6tSpU6llUvWmUIiXryjruGUiIiIyDsqu2KbCDNtSqSlyctJha6scVz1kyAhkZGQgNfU5UlJSkJr6HHZ2pc+Lk5paesBcUVJTUxAT8xj16zeokvKIagq9BswuLi7CdmxsbKWW5erqCk9PTzx+/BgAcP/+fQbMJMIHskRERKRK9beBRALY2NjAwcEJ9erV1+r4vLzcYi3SlenEiSPw9vaFq6sbXF3d4eDgyBZnonLSa8DcoIHyCZhCoUBERATy8vIqdY1kNzc3IWAunHCMiIiIiKgymJtb4L//nYSMjDSkpLxolS78f3p6WoWWl56ehmvXQlXKN4eLi5sQQLu4uMHR0QkmJpyzhUhbeg2YfX19YWVlhezsbMhkMhw9ehS9e/eutPJUx0lnZGRUWjlERERERIBy6VTljNhOaFCkt7RMJkNaWqooiE5JeY7ExHjk5+erP6EO8vLy8PRpjGh8tFRqBhcXV7i6uguBtJOTM4NoohLoNWA2MzND27ZtcerUKQDA77//XqkBs+q0/bm5uZVWDhERERGRJlKpFM7OteDsLF5aNTr6Efbs2V4pZcpk+YiLeyqasVsqlaJWLVchgPb3D2BXbqL/p/dHSQMGDACg7JZ98+ZN7Nixo9LKUl3Gys7OrtLKISIiIiIqKw8PTzg4OFZZeTKZDPHxsQgLu46QkHMMlolU6D1gfv3111G3bl1hXbtvvvkG4eHhlVJWZGSksK1pzTwiIiIiIn2QSCQICgrW6Zj27V9D16490aJFa9SpU0/Us1IXbm7upb6empqCf/89jLCw64iPj4VMVv6u40TVmV67ZAPKbtJTp07Fp59+ColEguzsbIwaNQpr165FQEBAhZUTGRkpmuirUaNGFXZuIiIiIqKK5OPjj9TUFISEnNOYNygoGK1atQEA+Pk1BaDsvZmS8hxJSQlISIhHUlICEhMTkJdX+rBEFxe3Ul+Pi3uKO3fCcOdOGABlcO/kVAtubu7/P8GYO1xcXMscsBNVN3oPmAGgX79+OHLkCA4fPgyJRIKUlBSMGDECs2bNwpAhQyqkjHXr1gnbdnZ2aNKkSYWcl4iIiIioMrRp0w4ODo4ICTmH1NSUYq87ODgiKCgYPj7+xV5TBrLOcHJyFl5XKBRIS0tFYmI8EhMT/v//8aK5fVxdS29hTkpKEKUVCgWSk5OQnJwE4JZQtqOjszAm2tXVDS4ubpW6Gg5RZakWATMAfPfdd4iKikJERAQkEglycnIwd+5c7Nu3D7NmzYKPj0+Zz33y5Ens3LlTGI/x6quvVlS1iYiIiIgqjY+PPxo39sPPPy8u9trw4e/pNN5YIpHAwcERDg6OaNzYD4Ay4E1PTxMCaDe32qWeIzExXmM5CoUCz58/w/PnzxARcUfY7+joJAqi69atz/HSVO1Vm4DZ1tYW69atw6hRo3D//n1hTPOFCxcwYMAAvPbaa3jvvffw8ssv63Te3bt344svvoBCoYBCoYBEIsHo0aMr6V0QEZGqiIhw7Ny5HdeuXUZiYgIkEhO4ubmhefOW6NOnP5o3b2kwZefm5uDIkUM4depfPHz4AM+ePYOZmRTu7rXRunUbDBgwCF5eVTvcZ+3aNVi//le1r/Xq1RezZn1ZIeUY6nW8ciUUkyd/WK7yAwNbY8WKX8p1jspmqNdH1c6df2P9+t90Krtr1+746qv5AEq/1rVr18G2bXt0Ond1U1JQWRHBpkQigb29A+ztHeDtXXoDlUKhQGJiYpnLUq5F/Rz37t2FlZU1Ro0aW+ZzlUahUJS4nwE66araBMwA4OLigs2bN2PSpEk4f/68cEMXFBTg5MmTOHnyJGrVqoUuXbogKCgITZo0QaNGjYrd+HFxcbh48SI2b96Ma9euCV8aiUSC7t27V+jYaCIiKq6goACrVi3Dli1/Ffvh8uhRFB49isLevf+gb98BmDLlU1haWlbrskNDQ7BgwbeIjX0i2p+Xl4sHDyLx4EEkduz4GyNG/AcffDDeaH6QFRQUYMWKJUZzHY2NMX3PoqIeVljdqPIoFAp0794biYnxwtjozMyMMp3L1dWt1H8rMzLScffubaE12srKWqvz3rsXjpCQczA3Lz6G+n//W19iF3aiklSrgBl40dK8Zs0arFy5Evn5+cKXSaFQICkpCX///Tf+/vtvAMrF4G1tbWFnZwe5XI60tDRkZmYK5yt8kqRQKODp6YnvvvtOL++LiKgmWbBgHvbt2y2kLS0thZaLyMh7yMnJAQDs3fsPnj9Pxvz5P8LEpGIWbqjosk+dOoG5cz+HTCYT9tWuXQe1a9dBWloqHj58AIVCgYKCAvz553pkZ2dhypRPK+S96MLOzh5Nmrx4INyoUeNyn3P+/G+wZ88/QtrQrqO9vQOCgtrrVO6TJ9F48iRGSLdpE1TWt1DpjOl79vDhA2G7efMWsLKy0ViHwi7FQPFrnZSUgAcPItUdRuVgYmKChg0boWHDF71psrKykJQUj4SEBCQlKcdGp6enaTyXprHScXFPcfHiWSFta2sndOd2cXGDm5s7rK3F98mlS+dx6dL5/z+/a7Fzpqam4MiR/UhNTUGbNu001pEIqIYBM6BsCf7www/Ro0cPzJ8/H6dOnRL2A+JuFjKZDCkpKaI1llXPUxgse3t74+eff4atrW2VvAcioprq4MF9oh/SgwcPwwcfjBN+2GRmZmDdul+wZcv/AABnz57Gpk1/YsSI/1S7su/fv4cvvpghBMsNG3rhk09mIDCwtZDn8eNHWLjwW1y7dgUAsG3bFrzyymto21a3IUTl5e3dGD/9tLzCznfgwF5RsGyI17FxYx+dPpPk5Gd4770RQvrVVzviP/8ZU563UmmM6XuWn5+PmJhoIf399z/pvAZx0Wu9f/8efPfdVzqdg8rG2toanp5e8PT0Evbl5GSrTCqm/H9aWqroOFfX0mfjTkwUTy6WkZGOjIx0PHz44kGItbWN0AKdn5+P69cva1XnkJBzcHBwZEszaUXv6zCXxsvLC7/88gu2bt2Knj17QiqVirpXa/pPoVDAxMQEAwcOxNatW+Hp6annd0REZNxyc3OxevUKIf3GG4MxZconolYAGxtbTJr0Md5998V8En/++TvS09OrXdk//vg98vOVa4w2buyL5ct/EQXLAODp2QA//rgcHh4v/sZs2vRnud6LvuXm5mLVqhfBh6FfR20oFAp8/fUcPHuWBEC5Fu2MGV9Uy+71xvY9i4p6KDyUcnFx1TlYpurH0tIK9es3QOvWQejRoy9GjhyDMWPGY8CAwWjf/jX4+PhpMblYQqmvA0BWViYePXqA0NALWgfLhUJCzpU41plIVbUOmAu1aNECS5YswZkzZzB//nz07NkT7u7uwkRe6v7z9vbGu+++iwMHDmD+/PmwsdHctYeIaiaZTIYbN67hwIG92LRpI/7883fs3r0TN25cE4Il0s6JE8eQlKScEMbW1hbjx08qMe+YMWPRoEFDAMqWg337/ikxrz7Kvn79Km7evA5AOfxn7txv4OTkpPZ8FhYW+M9/XgQHly9fQm5uTlnfit4dP35UmNjH0K+jtnbs+BuhoSFCesaMubC3ty/z+SqTMXzPrKyshO179yKEbU2TTpHhsrCwRL16nmjVqg26d+8DW1u7EvMqJxfTPBt3eaSmpiAm5nGllkHGoVp2yS6Jg4MDBg4ciIEDBwIAUlNTERMTg+fPnyMnJwfW1tZwdHRE7dq14ezsrOfaElF19+BBJP78cz3Onj2NrKxMtXmsrKwRHPwKhg4dgaZNm1VxDQ3Pv/8eFbY7depabHyZKlNTU/TpMwCrVi39/2OPYdiwkdWm7AMH9grb/foNRKNG3qWW/+qrnTB48FDY2zvAwcER+fkyWFiU5Z3o3/HjxnMdtZGYmCBqNe3Zs0+Vd6nXhTF8z1QncFINmBs3ZsBMyknl2rZtL3Tpfv78WaW0BsfGxqB+/QYVfl4yLgYVMBfl4OAABwcHfVeDiAyMTCbDihWLsWPH3ygoKCg1b3Z2Fo4dOwIPD08GzBooFApcvfqiS5w2kyW1adNW2L59OwwpKSlwdHSsFmWfP/9ispm+fftrPJ+tra3Gyb4mTvxAGOtcXZe6USgUuHLFeK6jNlasWIzs7CwAyomFJkyYotPxVcnYvmcAW5ipOFNTU7Ro0UpIy2T5ePYsSTQmOjn5mca/4Zrk5uaWt6pUAxh0wExEpKusrEx89tlUIWgBAHNzc7Rq1QYtWwbC2dkZOTk5iImJRkjIBTx+/AgA4OfXRC/17dChTbnPMXPmF+jdu18F1KZ0T58+Ea1S4OvrV0pupUaNGsPU1BRyuRwKhQIREeEICtJ95tKKLjs29qkwltXKyhq+vjVnYhjlZ/limRhDvo7aCAu7iWPHjgjpd98dXWLX++rAmL5nhSIj7wnbjRuXf3Z3Mj5SqRnc3evA3b2OsE8ul/1/EJ2AW7euC0MFdGFhYYH4+Fg8eHAfAQEtYG/PhjgqjgEzURmlpaUhIUE8vkYqfTEtgExWvqeexsLNzb3ajAOUyWSYMeNTUbDco0dvfPjhxBJn67x06SKWLfsRfn41J2AqK9VZbiUSCerUqafxGKlUChcXV8THxwGAaDkffZYdGXlf2Pb0bCAsh/PoURT27fsHFy+eR1xcLBQKoE6duggO7oBBg4bCxcWlTPWvTozpOmpjzZoXXbFr166DwYOH6nR8VTO265OUlIjnz58DUD689PDwxMmT/+LIkYO4fTsMz58nw8rKGnXq1EW7dsF4441BGmdXpprB1FQKN7facHOrDXt7B+zZs13nc9Sp44EbN67i3r1wXL16CQ0aeCEgoCU8PRtW2BJsZPgYMBPp6OrVK5g//ytERNzVd1UMgkQigY+PL2bO/KLY7MJV7ZdfVuLy5ReT+nz44USMHDmq1GPatn0Z69b9BTMzs0qunXrq1pBV/RuuTW80dWtRVobk5GfCtoODg9afmbOzs/BjurBVV99lP336RNh2cXGBTCbDH3+sxYYN6yCXy0XniIy8h8jIe9i+fSumTv0UvXr1LdN7qC6M6TpqcuVKqKiL8bvvjoa5ubnWx+uDsV0f1e7YVlZW+OCDUbh/P0KUJz8/FWlpqbh79w42b96IsWMn4K23hpfpPZBx8vDwhIODI1JTU7Q+xsHBEbVquYh6ODx69BCPHj2EnZ09mjZtgSZNmsHa2rqUs1BNwICZSAfnz5/FpEkfQibjzMnaUnbBu4v33/8Pli9fjfbtX9FLPcLDb2Pz5r+EdM+efTQGy4X0FSwDULuGbHXtyaC6xqaNjfZr3ltbv8ibkVG2JW8quuznz5OFbUtLK/z44/fYs2cXAOXYOm/vxrCxscWTJzFCT5OsrEx8++2XyMrKxKBB6lspV6z4Reu66YvqZ2lra9jXUZONG38Xtt3da1fJ0IXyMqbvGQDcu/ciWElNTUVqqrIMZ+daqFfPAwqFAo8fPxLKzs3NxbJlPyE+Pg6TJn1cpvdBxkcikSAoKBhHjuzX+pigoGCEh99CQYG82Gvp6Wm4ePEMLl06B29vHwQEtESdOvWq5TJzVPkYMBNpSaFQYMWKJQyWy0gmy8fKlUvRrl2wXv7grFy5VJgcpE6duvj00xlVXgdjl5eXJ2xb6DA9tLn5iwcSubl5peSsurIzMl6M4b148bzwI79373748MOJcHauJbx+6dJFLFz4LWJjnwIAli37CX5+TdGsWXPd30g1IP4sLbU+rjpex9I8eHAfISEXhPTQocMhlVb/n0XG9D0DUKw12curESZPnoY2bYKEvxUFBQU4e/YUli37SfiebdnyP3h7+xjEQw6qGj4+/khNTUFIyDmNeYOCgtG4sR82bfq91HwFBQW4d+8u7t27C2fnWggIaAk/vyYwNzfQJRCoTKr/XwaiaiI9PR23bt3UdzUMWljYDaSnp1f5mObw8DuibpcjR47SKRAoKjc3B+fOnUFIyAXcuXMbT58+QV5eLhwcHOHn1wQ9e/ZB585da9yTaJlMJmybmJhqfZyp6Yu8crmslJxVV3Z+vmrwrAyWhw9/B+PHf1TsHG3bvoxVq37DmDHvIDn5GeRyOVatWopVq37T6T1UF+LPUvsxfNXxOpZm164X4x2trKzRu7fmmdCrA2P6ngEQJlYEgMDA1vjxx2XF/n02MTHBq692QrNmLTB27HvCkImff16OLl26w9Ky7P+ek3Fp06YdHBwcSwyaHRwcERQUDB8f5bwkb7wxFOHhYbh16wbS09NKPXdy8jOcPn0c58+fhq9vEzRr1hIuLlUz5In0iwEzERm9w4dfdNFydHQqd4tE376vC0vQqHr2LAnnzp3GuXOnERTUDvPmLaxRY59Ugyt1XdxKojomuKzd3yu67KIPOxo29MLYsRNLPI+rqxsmTpyCr7+eAwC4ceMaIiPvw9vb8Gb8FX+W2nf5r47XsSS5ubk4fPiAkO7Ro7dO3c/1yZi+ZwDw++9/ISkpEY8fR6NBg4alPsx0cnLG55/PweTJHwJQDp04fvwIW5lJxMfHH40b+2Hbto3FXhs+/D3Rv+/W1tZo3ToIgYFtEB0dhbCw63j06GGp55fJ8nH79g3cvn0DtWvXRUBAC3h7+xpEDxUqG07/RqQlOzs7BAQYZhfL6qJZsxaws7Or8nIvXjwvbAcFtSv3mOTs7CyYm1ugR49emDdvAf7+ezf27z+GX3/9A9269QAAhIRcwDffzClXOYZGtYumatdNTVTzlrWbW0WXbWlpJcrXv/+bolYydbp06S4Kui5fvqR1PaoT1c9SlzVKq+N1LMmFC2dF3e4NaaI2Y/qeFXJxcUWLFoFwcHDUeK7WrdugYUMvIR0aGlJKbqqpSurhVdJ+ExMTNGjQCH36DMTIkWPQunUQrKys1OZVFRf3FMeOHcTOnZvLVV+q3vgohEhLEokEEydO4aRfZSSVmmHixClV3k05MzMDjx5FCek2bYLKfc5Bg97CqFHvw8nJWbTf3t4BX375LRwcHLB9+1acPn0SYWE3yzWW9eOPJxXbp+ss2W+/PQJt2+q+5uq8eV8gOTlZY77CiclU169UXatVE9W8Ze2uX9FlF+0Z0Lx5C43nkkql8PNrIgTKql1N9akmX8eSqK677OFRHwEBzbQuq6Lx+uiuWbMWiIpStgKqLnVFVBHs7R3Qrl0HtG3bDg8e3EdY2HXExj4p9RgvL8PrTaSOuq7sQUHBeqhJ9cKAmUgH7du/gt9++wPfffcV7t2LgEKh0HeVqj19LysVEyNe87NuXc3rhmoydepnpb4+evQH2LVrO+RyOUJCzpcrYA4JOa85kwbdur1epuOuXbuCuLhYrfOrjuVKS0uFXC7X2CoLiGekVp1MSxcVXXbRli5tWr4AZZd/1XpUBzX5Oqojk8lE36tOnbqWoaYVh9dHd6oPK9PSSh93SlRWpqZS+Pj4w8fHH8+eJeHWreu4e/eOaI4LQNk63bSpcfRADA29UGwfA2YGzEQ6Cwxsja1b/0FaWpqwnEyh6rrcjz65ublX+SRfqoquyejs7Kw+YwVycHCEo6MTnj1LQlJSYqWXV114eNQXtuVyOeLj4zQ+oMjPzxd9RvXre1aLsr28vER5tV2GR3WspjaBRHVkTNdRnVu3boq6Y7/yyqtlqqu+GPv10UZe3ouhAtbWmrvNEpVXrVoueO21rmjX7lVERNzBrVvXhTXFvbwaw9raptTjr14NhZubO+rW9ahxE4IaAwbMRGVkb29fLBBkwFz95OeLu8+bmlb+P3symUyYbVOXtUrVOXMmtNi+qrrPtm3bo1P+OnXqwtbWTggu79+/p/HH9IMHkUKQKZFIyjxJVkWX7e3tI8obHR0NX19/jfVQDQxcXavH7KlluY52dnZITzf866iO6thyOzt7vc9NUZO/ZzdvXsfRo4fx/HkK0tPTsGDBYq1mZo+NfdEi7+bmXpa3QlQm5ubmaNasJQICWiAuLha3bl3X2Lqcnp6GCxdOQ6FQwMmpFgICWsDPr6lOS7ORfnHSLyIyakVnvi18IlyZzp8/I0xy07RpQKWXV11IJBIEBrYS0qGhFzUeo5rH29tH667PlV22s3Mt0cRCZ86c1Hi+7OxsRETcFdJ+fk01HlMdKT/LF8MnDPk6qnPz5nVhu0mTAJ2WzqoOjOl7lpycjC1bNuHw4QM4f/4s7t2LUHMGsby8PFy7dkVIN2/eUsvaG742bdoV+4/0QyKRoE6duujWrRfq1vUoNe/t2zeFIXzPnz/DmTP/4o8/1uDEiSNITEyoiupSORnWXwkiIh25u9cRpa9fv1ap5clkMvzyyyoAyi5cwcGG1d2zvDp27CJsHzt2GFlZxZffKiSXy7F37z9CulOnLiXm1UfZ3bv3FLZPnvwXT57EFMujav/+3UJXUXNzCwQFGe6PWdXPw9CvY1F37twStvU52Vd5GMv3rGXLQFGvn337/oEme/bsEuYHMDU1RZcu3bWuu6ELCgou9h9Vb3K5HLdv3yy2XyaT4fbtm/j7743Yvn0TwsNvi9Y5p+qFATMRGbXatWujTp26Qvqff7YjOztbq2N1WYO20MqVS/Hw4QMAwPjxk2tcl6vOnbvB0dERAJCamooff/y+xLy//bYa0dGPASiXq+nb941qVXafPv1hZaWcLTsvLxfff/8NcnNz1J4vOvoxfv31ZyHdo0cvvSyhVlG6djWe66gqLi5ONH65aVPDDJiN5Xvm6OiEV199TUjv3r0TYWE3SjxfePgdrF69XEh37fq66N93ouomKioS2dklP1QCgPj4WBw/fhAbNvyCc+dOFpt7hfSPATMRGb2+fQcI23FxsZg9e3qpM6tGRz/G8uU/4c8/1+tUzqFD+/H335sAKH/I9ejRu2wVNmCWlpZ4770PhPShQ/vx9ddz8Pz5c2FfZmZGsc/37bffgYuLi9pzfvvtl+jQoY3wX1WV7eLiirFjxwvpq1cv46OPxiM8/I4o34UL5zBp0lghELO1tcOYMWPV1nHixA+E9zF4cL8S34u+WVpa4f33X7wHQ76OqqKiHojSXl7epeYvib6vozF9zyZMePFgUSaTYdq0Sdi/f49oAr38/Hz8888OTJ78ofDA09HRCZMmTS2xnkTVQcOG3ujevY/GbtsAkJOTg2vXLuOvv9Zhz57tePjwfpke3FPF46RfRGT0hgwZhgMH9iEmRtnScfHiOQwZ0g+vvdYZPj5+sLW1RVZWJqKjH+PGjWvCOLovv/xW6zIuXbqI+fO/BqBcI3TmzLkV/0YMxJtvDsGNG1eFtW4PHz6AEyeOwdvbB1KpKe7fvydq5Q8MbI1Ro96vlmUPGjQUUVFR2LVrGwAgLOwG3n//HdSr5wE3N3fExj4VLQkklUrxxRffiJbfMVSDBr2Fa9eu4ujRwwAM+zoWUr1WJiYmGgPs6sxYvmf163viq6++xaxZ0yGXy5GZmYnvvvsKK1YsQaNG3pDLZXjwIFK0lrOdnT1++mm5aHkpourI1NQUPj5+8PHxQ3JyEm7duoHw8NvFlqYqKjr6EaKjH8HGxhYBAS3QtGlzjTNxU+VhwExERs/a2gYLFvyETz75CLGxTwAAmZmZOHBgLw4c2FvicT4+flqdPzz8NmbO/BQymQwNG3ph4cLFsLCwrJC6GyKJRII5c76Bvb0jdu3aBoVCgby8PNHY0UKvvdYZs2d/Bam0Yv4cVXTZEokEn3zyOerV88C6db8IXeuePIkpNqa5Vi0XzJnzNdq0CaqQ96JvEokEX345D3Z2DgZ/HQslJz8Ttp2cnCusvvpgTN+zTp26YPHilfjmm7nCJEhpaamiyb0KNWvWAtOnz4aXV6MKeS9EVcXZ2QWvvtoF7dp1QEREOG7duq5x6cnMzAyEhJxDaOgF9OzZHw0b8r7XB8P9S0FEpIMGDRpi7do/8ccfa7Fnzy5kZWWWmLdRI290795Tq/VCHz+OwiefTEZ2dhbc3Nzx44/LYW/vUJFVN0hSqRTTpk1Hnz79sHfvbly5cgmJiYmQy2Vwdq6FgIDm6Nu3P9q2rfiJsSqj7LffHonu3XvgwIG9OHv2NJ4+fYLU1BTY2NiiUSNvdOzYBX37DoCVlfZrwhrCWpzGdh1VWz3d3NwqpJ76vI7GdH1at26DLVt24fDh/Thz5hQiIu4iJeU5pFKz/z9fADp37oZXXnnNIL47RCUxMzMXWo3j42MRFnYdkZERomEIRZmYmHC8vh5JFIXznBMZqKSkDJTlNpbJ8pCU9KJ7notLHUil5uWqC9dhNgz5+fm4c+cWHj58gPT0NBQUFMDGxhZ169aFr68/atXSrptmQkI8xo0bg/j4ODg4OGDVqrVo0KBh5VYevM8MXX5+Pjp3bg9vbx/88cemcp1r7do1WL/+VwDKbq8rVvxSEVXkPaaFiryONVVl3mf79+/Bd999BQCoXbuOzutdF6qM3wpUNf7++0+MH/9iHopVq1ZhyJB39FijkmVnZyM8/BZu3bouzAKvyt8/AF269Kj0eqxa9VOxfePHf1zp5ZZGIpHAxcVWc8ZKxBZmIqpxzMzM0KJFIFq0CCzzOdLSUvHxx5MQHx8HKysrLFq0tEqCZTJ88fFxAKD1gxmqnngdiaiiWFlZoVWrNggMfAnR0Y9w69Z1REU9EBqEmjUrfb3x1NTniI19isaNfSGVmlVFlWsUBsxERDrKycnBZ59NRVTUA0ilUnz77SKDXZ6Gqt7Ro4cAAG3bvqznmlB58DoSUUWTSCTw9GwIT8+GSE9Pw+3bN5GUlAg3t9qlHnfz5jXcuHEVZ8+egL9/MwQEtICjo1MV1dr4MWAmItKBXC7H3LkzhLVCp037HM2atUBWlvp1Fk1NTWr0BGAktn//Hvzxx1o4OTmjZ8+at+yYseB1JKLKZmdnj5dffkVjvvz8fISH3wYA5Obm4vr1y7h+/TI8PBqgWbMWaNjQGyYmXEm4PBgwExHpICEhHufOnRbSCxbMw4IF80rMX5HjSsnw3bhxDfb2Dvjmm+8rfEmcyMj7+PjjSUK6bduX8fbbIyu0DFKqzOtIZXP//j2sWrVMSCclJeixNkRV5969cOTl5RbbHxPzCDExyqWpmjZtjqZNm8PGRr9jgQ0VA2YiIqIqMmHCFIwf/xHs7e0r/Nzp6WkICTkvpGvVqlXhZZBSZV5HKpu0tFTR/U9UU9y6daPU1zMzM3Dp0nlcvnwRXl7eCAhoiXr16hebbb6kCXQVCkWNn5meATMRkQ7q1KmLM2dC9V0NMlB2dnb6rgJVAF5HIqouXnutC8LCruP+/bulLk1VUFCAyMh7iIy8B0dHJwQEtISfX1NYWlri3r1whIScU3vc//63HkFBwfDx8a+st1DtcVkpMnhcVopqGt5nVNl4j1FVMIT7jMtKGS5DWlaqIuTkFC5NdQOpqSlaHSOVSuHo6ISkpESNeYOCgtGmTcWv6a4Jl5UiIiIiIiKqYAEBLUpNGxtLSysEBrZBy5YvISbmMcLCromWplJHJpNpFSwDQEjIOTg4ONbIlmYGzEREREREZFSaN29VLC2XV8+eDBVJIpGgfv0GqF+/ATIy0nH79k3cvn0TWVmZ5T53SMg5NG7sV+PGNDNgJiIiIiIiMjK2tnYICgrGSy+9jKioSISFXceTJ9FlPl9qagpiYh6jfv0GFVjL6o8BMxERERERkZEyNTWFt7cvvL198fx5Mm7duo6wsBsoKCh5krCSxMbG1LiAmatYExERERER1QBOTs7o0KEzmjQJKNPxubnF13w2dgyYiYiIiIiIahBLS6syHWdhYVHBNan+GDATERERERHVIHXrepTpuDp1ynacIWPATEREREREVIN4eHjCwcFRp2McHBzh4eFZORWqxhgwE/2/UpapIyIiohqIvw3IWEkkEgQFBet0TFBQcI1bUgpgwEw1mERiKkqXZaZAIiIiMl4KhXjdXomEP53JePj4+GsdNAcFBcPHx7+Sa1Q9cVkpqrFMTEwASAAoHx/n5ubAwqJsEyAQERGR8cnLU50RWAITE9MS8xIZojZt2sHBwREhIeeQmppS7HUHB8caHSwDbGGmGkwikcDS0lpI5+RkFnuSTERERDWTQqFATk6mkLawsKyR3VHJ+Pn4+GP48PfUvjZ8+Hs1OlgGGDBTDWdlZSNsFxTIkZycwK7ZRERENZxCoUB6+nPIZPnCPtWH7ETGpqSHQXxIxC7ZVMOZm1vC1NQMcrnyD2J+fi4SE5/C3NwSFhZWkErNIJFIoO2/FQrFi2dQcjlbq6ly8D6jysZ7jKpCdbvPFArlmOW8vFzk5GSKgmWJxAQWFgyYiWoiBsxUo0kkEjg7u+H580TIZHkAlH8sc3OzkJubVZYzqmxzak2qLLzPqLLxHqOqYBj3mURiAmdnt/+f+4SIahp+86nGMzWVwtnZHebmluU+l4mJRPiPqLLwPqPKxnuMqoIh3GeFwbKZmYW+q0JEesIWZiIoZ8x2cnJDfn4ecnOzkZubLbQ4a0/8R7+g4MUM3EQVh/cZVTbeY1QVqvN9JoGFhSUsLa1hYWHNlmWiGo4Bs57dvn0bmzZtQkhICOLj4yGRSFC7dm20bt0agwYNQuvWrSu8zOzsbOzYsQOHDx/G3bt3kZGRAScnJ9SvXx+9evXCgAEDYG9vX+HlVncSiQTm5hYwN7eAnZ0jCgoKoFAUaD1ztomJCRwdX4xvSknJQkGB/sdkkXHhfUaVjfcYVYXqep9JJCYwMTHlREdEJGDArCcFBQVYtGgR1q9fD4VC/ET1wYMHePDgAbZt24bBgwdj9uzZsLKqmPWBb9++jY8++giPHz8W7U9ISEBCQgIuX76MX3/9FQsXLkS7du0qpExDpXyirP1TZVNTE1hYvOiyZWYmqxaTmJBx4X1GlY33GFUF3mdEZCjYx0RPZs+ejXXr1gnBspWVFQIDAxEYGCgKjrdt24apU6dWyFPXu3fv4t133xUFy56enggKCkL9+vWFffHx8Xj//fdx+fLlcpdJRERERERkqBgw68GuXbuwfft2If3OO+/gzJkz2LJlC7Zs2YIzZ85g1KhRwuv//vsv1q5dW64y8/LyMGXKFKSnpwMA6tWrh40bN+LIkSP4888/cfToUWzcuBEeHh4AgPz8fEyePBkZGRnlKpeIiIiIiMhQMWCuYrm5ufjxxx+F9Ntvv43Zs2fD1tZW2Gdra4sZM2bgww8/FPb98ssvSEtLK3O5mzdvxoMHD4Tzr1+/Hm3bthXladu2LTZu3AhXV1cAQFJSEtavX1/mMomIiIiIiAwZA+YqdvDgQSQkJAAA7Ozs8Mknn5SYd/LkyWjUqBEAIC0tTdQqrQuFQoG//vpLSI8ePRoNGjRQm7dOnTqYPn26kN64cSPy8/PLVC4REREREZEhY8BcxQ4ePChs9+jRQ9SyXJSpqSkGDx6s9lhd3LlzB1FRUUL6zTffLDV/z549hVmyU1JScOHChTKVS0REREREZMg4S3YVUigUCAkJEdLBwcEaj2nfvr2wff36dSQnJ8PZ2VmnclUDXi8vL9SpU6fU/GZmZmjTpg2OHz8OADh58iReffVVncokIiIiIiLD0aZNzV4hpyQMmKtQTEyMaBKtJk2aaDzGx8cHpqamkMvlUCgUuH37Njp06KBTueHh4cJ206ZNtTrG399fCJjDwsJ0Ko+IiIiIiAxLUJDmxryaiF2yq5Bqt2iJRCLMSF0aMzMzuLu7C+mi6ydr49GjR8K26vJRpVGtW1nKJCIiIiIiMnQMmKtQUlKSsO3o6Ahzc3OtjqtVq5awnZiYqHO5qse4ublpdYyLi4uwnZycDLlcrnO5REREREREhoxdsqtQamqqsG1nZ6f1caoTgxWuo1zWckubZEyVjY2NsK1QKJCeng5HR0edy64KpqYSKBQSfVcDpqYSNWk+k6KKxfuMKhvvMaoKvM+osvEeMw4S/f/EZ8BclXJzc4VtS0tLrY9TbYlWPUdlllu09bss5VYVJycbzZn0wMHBWt9VoBqA9xlVNt5jVBV4n1Fl4z1GZcXHLFVIdT1jExPtP3pTU1NhWyaT6Vyu6jGq5yqNVCp+lsIu2UREREREVNMwYK5CqsFqQUGB1sepBqtmZmblKlfbwLdoYF6WcomIiIiIiAwZA+YqpNodWpcuzqp5LSwsdC5X9Rhty83LyyvxHERERERERDUBA+Yq5ODgIGyrrsesiWpe1XNoS3WyLm3LVc1namqq0yRlRERERERExoABcxVSXdIpJSVF6+7RycnJwrarq2u5yn327JlWx6jmc3Z2hqQ6TFFHRERERERUhRgwV6EGDRoI23K5HE+fPtV4TF5eHuLj44V0w4YNy1VuTEyMVsdER0cL215eXjqXSUREREREZOgYMFchDw8P2NvbC+m7d+9qPObevXtCS7REIoGvr6/O5TZp0kTYDg8P1+oY1Xx+fn46l0lERERERGToGDBXIYlEgjZt2gjpc+fOaTxGNY+fnx+cnJx0LjcoKEjYjoiI0NgtOz8/H6GhoUK6Xbt2OpdJRERERERk6BgwV7HXX39d2N63bx8yMzNLzCuXy7Ft2zYh3aNHjzKV2aRJE3h4eABQLmelek519u3bh/T0dACAra0tgoODy1QuERERERGRIWPAXMV69uwptBKnpKTgq6++KjHv0qVLERUVBUC5JNXgwYPLVKZEIsGwYcOE9OrVq0vsmv306VMsWrRISL/55puwtrYuU7lERERERESGjAFzFbOyssKkSZOE9D///INPPvlENBN2RkYG5s+fjzVr1gj7Ro8eLZrtutDFixfh5+cn/Ldjxw615Y4YMQL16tUDAGRlZeG9997DsWPHRHlCQ0PxzjvvICkpCYByOapx48aV/c0SEREREREZMKm+K1ATDR8+HKGhodi/fz8AYM+ePTh06BD8/f1hamqKu3fvIisrS8jftm1bTJgwoVxlWltbY/HixXjvvfeQmZmJ5ORkjB8/HnXr1oWHhwcSEhKE1mwAkEqlWLhwIZydnctVLhERERERkaFiC7MeSCQSLFq0CMOHDxfWN87Ly8ONGzdw9epVUbDcvXt3rFmzBlJp+Z9ttGzZEmvXrhXGMwPKLtghISGiYNnR0RHLly9Hx44dy10mERERERGRoWILs55IpVJ88cUXePPNN7F9+3ZcuHAB8fHxkMlkcHV1RWBgIAYNGoRXXnmlQstt1aoV9u3bh+3bt+Pw4cOIjIxESkoKrKys0KhRI3Ts2BHDhg1jyzIREREREdV4EoVCodB3JYiIiIiIiIiqG3bJJiIiIiIiIlKDATMRERERERGRGgyYiYiIiIiIiNRgwExERERERESkBgNmIiIiIiIiIjUYMBMRERERERGpwYCZiIiIiIiISA0GzERERERERERqMGAmIiIiIiIiUoMBMxEREREREZEaDJiJiIiIiIiI1GDATERERERERKQGA2YiIiIiIiIiNRgwExEREREREanBgJmIiIiIiIhIDQbMRERERERERGowYCYiIiIiIiJSgwEzERERERERkRoMmImIiIiIiIjUYMBMREREREREpAYDZiIiIiIiIiI1GDATERERERERqcGAmYiIiIiIiEgNBsxEREREREREakj1XQEiQ6ZQKHD8+HEcOnQI169fR1JSEnJzc+Ho6AgvLy906NABb731FpycnPRdVTJCeXl5GDhwIO7fvw8AOHbsGDw8PPRcKzJkOTk52Lt3L44cOYJ79+4hKSkJZmZmqFu3Ll5++WUMGzYMjRs31nc1yYCdP38eu3btwtWrV5GYmAi5XI5atWqhRYsW6NWrF3r06AGJRKLvapIBeeeddxASEoKBAwfi+++/1/q41NRUbNmyBf/++y8iIyORlZUFFxcXeHl5oW/fvujTpw8sLS0rseZkKCQKhUKh70oQGaLIyEhMmzYNd+7cKTWftbU1ZsyYgbfeequKakY1xeLFi7F69WohzYCZyuP8+fOYPXs2YmJiSsxjYmKCDz74AFOmTGFQQzpJSUnB9OnTceLEiVLzNW/eHMuWLUPdunWrpmJk0DZu3IhvvvkGAHQKmM+ePYvPPvsMSUlJJebx9vbGTz/9BH9//wqpKxkudskmKoOIiAgMHTpUFCxbW1sjMDAQQUFBoj/0WVlZmDNnDlatWqWPqpKRCg8Px2+//abvapCROHr0KP773/+KguV69eohKCgIvr6+QnBcUFCA1atX49tvv9VXVckAZWVlYfTo0aJg2cLCAoGBgWjbti0cHByE/Tdv3sSwYcMQHx+vh5qSITl9+rROLcqFzp07h7Fjx4qC5caNGyMoKAi1a9cW9kVGRuLdd99FVFRURVSXDBhbmIl0lJeXh379+gn/gFpbW2P69OkYNGgQzMzMhHzXrl3DnDlzEBERAQCQSCRYv3492rdvr49qkxGRyWQYMmQIbt++LdrPFmYqi/DwcAwePBj5+fkAlK0qX331Fdq2bSvkefjwIebMmYNLly4J+9avX4/g4OAqry8Znu+++w5//PGHkB4xYgSmTp0KOzs7AMp/0zZu3IgffvhBuA+Dg4Oxfv16vdSXqr/jx49jypQpyM3NFfZp08KckpKCXr16ITk5GQDg7++PhQsXws/PD4ByqN2xY8cwe/ZsPH/+HADg6+uLXbt2wdTUtJLeDVV3bGEm0tHff/8tBMtSqRS//vorhg0bJgqWASAwMBCbNm0SxvspFAr88MMPVV1dMkK//vprsWCZqKy++uorIUjx9/fHxo0bRcEyAHh5eWHt2rVo2LChsG/t2rVVWU0yUBkZGdi0aZOQHjJkCObOnSsEy4Dyb+moUaMwe/ZsYd+5c+dw9erVKq0rVX8FBQVYvnw5xo8fLwqWtfXzzz8LwXLdunWxfv16IVgGlI0b3bp1w/r162FtbQ1A2avwn3/+qZg3QAaJATORjvbs2SNsDxw4EG3atCkxr62tLT7//HMhHRYWhujo6EqtHxm3yMhIoXu/6g9OorIIDQ3FlStXACiDlh9++AHOzs5q81pYWGDcuHFC+sKFC8jJyamSepLhunTpEvLy8gAog5HJkyeXmHfo0KGoV6+ekNY03plqlsjISIwePRorVqxAWTrIZmdnY9u2bUL6o48+KvHfuyZNmmDs2LFCmr0dajYGzEQ6yMnJwfXr14V0r169NB4THBwMKysrIR0WFlYpdSPjV1BQgFmzZgk/Pj/77DM914gM3c6dO4XtIUOGwMfHp9T8Xbt2xTvvvINJkyZh5syZQss0UUlUxyK7uLjAzc2txLwSiQTNmzcX0qVNQEc1h0wmw7x589C/f3+cP39e2N+5c2f06NFD6/OcOXMGGRkZAJTD6TT9hhsyZAhMTJShUkREBB48eFCG2pMx4LJSRDp48uQJLC0tkZWVBQBo1KiRxmNMTU1ha2uL7OxsABDGxBDpasOGDUIXxTfffJPjR6ncTp48KWwPGjRIY347OztRt1kiTVR7wmRnZ0OhUJQ6w7pMJhO2VR82U82VlZWFP//8U0hbWFjgo48+wnvvvYeZM2dqfZ4LFy4I261bt4aFhUWp+WvVqgUfHx/cvXsXgPLfS21+95HxYcBMpANvb29cvXoVqampiIuLg6urq8ZjsrKyREGyvb19ZVaRjNTjx4+xZMkSAMpWmunTpwtPyonKIiYmBomJiQCUrS0BAQF6rhEZI29vb2E7IyMD169fR2BgoNq8ubm5whABQLuH0lSzdOnSBdOnTxfNp6Ct8PBwYbtp06ZaHePv7y8EzOwhWHMxYCYqAwcHB9EyGKU5fvy46Ik5fwCQrhQKBWbNmiX0Upg9ezYcHR0ZMFO5FM7gDygn9SrsehgZGYnt27fj9OnTePr0KRQKBTw8PNCpUyeMHDmy1C61REX5+/vjpZdewuXLlwEoZ8zesGEDLC0ti+VdvHixMCGTlZUV3njjjaqsKlVTJiYm6Nq1K95//320bt26zOd59OiRsO3p6anVMaorTzx+/LjMZZNh4xhmokokk8mwZs0aIe3u7o4mTZrosUZkiDZv3oyQkBAAyjGk2oydJ9JEdQJCNzc3yGQyLFu2DP3798fatWsRERGBjIwMZGZm4u7du1izZg169uwpGvdMpI25c+fC1tYWAHD9+nUMGzYMx48fR3p6OvLy8hAWFoapU6cKEytJJBLMmjWrxAmZqGaxtbXFqlWryhUsFxQUCA9jAGjVQxBQdssuVNgjh2oetjATVaKff/5Z1IozatSoUsduERUVGxuLRYsWAVCOBfziiy/0XCMyFqo/Hq2trfHll1/i77//BqCce8HPzw+2trZ4/Pgx4uLiAACZmZn4/PPPkZmZiZEjR+ql3mR4/P39sXXrVsydOxehoaG4c+eOaMZ1Ve7u7pg+fTr69OlTxbUkY5aeng65XC6kCx/gaKKaLy0trcLrRYaBATNRJTl06BBWrlwppD09PTFixAg91ogM0dy5c5GZmQkA+PTTT+Hu7q7nGpGxUP3xd/r0aSH95ptvYtq0aXBxcRFeP3fuHGbPno0nT54AAObPn49mzZqVOBaVqKh69eqhZ8+eePToUYktdaampnj77bfRqVOnqq0cGb2iazarGxKgjrm5ubBduEIF1Tzskk1UCU6dOoVp06YJ6wSam5tj8eLFGmdkJFK1c+dOnDp1CgAQFBSEt956S881ImOi+uOvMFgeM2YM5s+fLwqWAeXyeJs2bRL2y2QyLFy4sOoqSwbtxo0b6NWrF+bNmycEy/b29mjVqhXatm0rdI+Vy+VYsmQJevToIVo+iKi8VOeSAZQPZ7Qhlb5oWyx6Dqo5GDATVbCjR49iwoQJovVJv/76azRr1kyPtSJDk5iYiPnz5wNQPgmfN28eu/NThSp6P3l7e2PatGkl5i/sKlvo8uXLwuyxRCWJjIzE6NGj8fTpUwCAk5MTfvjhB1y4cAGbN2/Gxo0bcebMGWzYsAG+vr4AlP/+/fe//8XFixf1WXUyIkUDZNXu2aVRDZLNzMwqtE5kOBgwE1Wgbdu2YfLkyaKWm1mzZmHgwIF6rBUZoq+++gqpqakAgIkTJ6JBgwZ6rhEZm6Jr3A4dOlRjq0vv3r1F6+qqrmtKpM4333yD9PR0AICjoyM2b96Mfv36FbvXXn75ZWzZsgUtWrQAAOTn52P69OnC6gBE5VG0h1/RLtolUc3HXoI1FwNmogqydOlSzJo1S3hqKZFIMGfOHLz77rt6rhkZmv379+PIkSMAgICAALz33nt6rhEZIxsbG1G6VatWGo+RSqWi9ZofPnxY4fUi4/Ho0SNR1+pPPvmk1PVzra2t8cMPPwjdYGNjY7F///7KribVAPb29sLSeQC0XpaxcA4RAFovJ0rGhwEzUTnl5eXhs88+w6pVq4R9UqkU8+fP5yyypLPnz59j3rx5AJT30bx580RjqIgqipOTU6npkqgus5KSklKRVSIjU7j2MqCcy6Nv374aj2nQoAHatWsnpM+dO1cpdaOaxcTERPRv17Nnz7Q6TjWftktRkfHhrzCicsjMzMTEiRNFf9CtrKywePFidO7cWY81I0O1detW4Q+0jY0NfvzxxxLzFu1S9vnnnwtdxl555RWMHj268ipKBq9x48aidGG3WU1Ux/RpO3EO1Uyqs2HXrVu32DCAkvj4+ODMmTMAIMzMTlReDRs2FO7JmJgYrY5RXa++tN4RZNwYMBOVUUZGBt5//31cvXpV2Ofk5ITVq1dzqRUqM9Xx76mpqcKPRm1cunRJ2OaTcNLEz89PlI6KikLTpk01HpeQkCBsc5kzKo3qJEm6LMmj2nWWkx1SRWnSpInwdzI8PFyrY1TzFf03k2oOdskmKoO8vDyMGzdOFCzXq1cPmzdvZrBMRAbBxcUF3t7eQvrYsWMaj8nKysLt27eFNGf/p9LUrl1b2I6Pj0dycrJWxz148EDY5kMZqihBQUHC9qVLlzQuE5WYmIh79+4JadWhAlSzsIWZqAzmzZuHkJAQId24cWOsX78ebm5ueqwVGYNJkyZh0qRJWuWNiYlB165dhfSxY8fg4eFRWVUjI9SvXz8sWbIEAHDkyBFER0ejfv36JebfsWOHMBTAwsICHTp0qIpqkoF6+eWXIZFIoFAoIJfLsWPHDrz//vulHhMfHy8a5sQghSpKcHAwrK2tkZWVhbS0NBw8eLDUcfVbt26FQqEAoBxb7+/vX1VVpWqGLcxEOjp69Ci2bNkipD09PbFhwwYGy0RkcN58801YW1sDUI6JnzlzJnJyctTmjYqKEoJrAOjfvz/s7e2roppkoGrVqoVu3boJ6RUrVpS6dnd+fj5mzpwpPJSxt7dHz549K72eVDPY2NhgwIABQvr7779HXFyc2ry3b9/Gb7/9JqSHDx/O4QE1GANmIh3IZDLMnz9fSJubm2PlypWimReJiAyFu7s7Pv74YyEdEhKCUaNGISwsTJTv1KlTeOedd4SJwezt7bXuCUE127Rp04SHMtnZ2Rg2bBj++usvZGVlifLdunUL7777rmjehilTpsDR0bEqq0tGbty4ccJa8omJiRg5ciRCQ0OF1xUKBY4ePYrRo0cL92iDBg0wfPhwvdSXqgd2ySbSwb59+0QzK9ra2mLBggU6naN///6iJ5xERPo0cuRIREZGYtOmTQCAq1evYtCgQfD09ETt2rXx5MkT0UzFZmZm+OGHHzi2lLTi5eWFxYsXY9KkScjLy0NWVha+/vpr/PDDD/Dy8oKtrS1iYmKKzYY9cuRIjBgxQk+1JmPl7u6O77//Hh999BFkMhmio6MxYsQINGzYEG5uboiJicHTp0+F/NbW1li8eDHMzc31WGvSNwbMRDo4cuSIKJ2cnKzTLMYAOCkYEVUrEokEX375JTw9PbF8+XKhVeXx48d4/PixKK+rqysWLVqE9u3b66OqZKA6deqEv/76C59++imioqIAKCeQu3XrVrG81tbWmDZtGkaOHFnFtaSaolu3bli+fDlmzZolTEQXFRUl3JuF6tati8WLFyMgIEAPtaTqhAEzkQ4ePnyo7yoQEVWK0aNHo0+fPti1axf+/fdfREdHIyUlBba2tvD19UX37t0xePBgoXstkS5atGiB/fv349ChQzh27Bhu3LiBpKQk5Ofnw9HRET4+PnjllVcwePBgdsOmStelSxccPHgQW7duxbFjx/Do0SOkpaUJ/95169YNgwcPho2Njb6rStWARFE4/RsRERERERERCTjpFxEREREREZEaDJiJiIiIiIiI1GDATERERERERKQGA2YiIiIiIiIiNRgwExEREREREanBgJmIiIiIiIhIDQbMRERERERERGowYCYiIiIiIiJSgwEzERERERERkRoMmImIiIiIiIjUYMBMREREREREpAYDZiIiIiIiIiI1GDATERERERERqcGAmYiIiIiIiEgNBsxEREREREREajBgJiIiIiIiIlKDATMRERERERGRGgyYiYiIiIiIiNRgwExERERERESkBgNmIiIiIiIiIjUYMBMRERERERGpwYCZiIiIiIiISA0GzERERERERERqMGAmIiIiIiIiUoMBMxERERHVCLNnz4afnx/8/PzQsmVLFBQU6LtKRFTNMWAmIiIiohrh7t27wra3tzdMTPhTmIhKx38liIiIiMjoKRQK3L9/X0j7+fnpsTZEZCik+q4AEREZv5iYGHTt2rVSzj1x4kRMmjSpUs5NxmP58uVYsWKFkFZtaSTdGOpn+fjxY2RlZQlpX19fPdaGiAwFW5iJiIiIyOhFRESI0j4+PnqqCREZErYwExFRpTMzM4Onp6fGfM+ePUNmZqaQrlevHkxNTUs9xsHBodz1IyLj1717d4NpDSei6oMBMxERVTp3d3ccOXJEY77PP/8cO3fuFNIbNmyAh4dHZVaNiIiIqETskk1ERERERESkBgNmIiIiIiIiIjUYMBMRERGRUTt27Bj8/PyE/06ePKnvKhGRgeAYZiIiMlr5+fk4ePAgTpw4gbCwMCQlJSE/Px/Ozs5o1KgROnTogDfeeAPOzs6lnmfHjh2YMWMGACAoKAh//vknAOD+/fvYtm0bzp49i7i4OMhkMri7u6N58+YYOnQo2rRpIzpPRkYGdu/ejf379yMqKgopKSmwt7dHkyZN0LdvX/Tr1w9Sqfo/zap18Pf3xz///AMAuH79OjZv3ozLly8jPj4eJiYmqFu3Ll566SUMHjwYLVq00Plzy8rKwu7du3H27FncunULz58/R0FBgfC5vfrqq+jfv79On1vLli2xdetW5OXl4ddff8WOHTvw7NkzuLu7o2XLlnjjjTcQHBxc7BwRERH4999/ERoaiqioKKSmpiIzMxM2Njawt7eHr68vgoKCMGDAADg5Oen8XivCpUuXsH//fly7dg0xMTHIysqCra0tnJyc0KxZMwQHB6NXr16wsrLS+pzp6enYvXs3Tp06hfDwcCQnJ8PExAROTk7w9/dH165d0adPH1hbW2t1Pn1/jhX1XSyr27dvi9JNmjSplHKIyPgwYCYiIqN0/PhxfPfdd4iOji72WmxsLGJjY3H27FksX74cH3zwAT788ENIJBKtzp2fn49ly5bht99+Q0FBgei1hw8f4uHDh9i9ezdGjx6Nzz77DBKJBKGhofjss8/w5MkTUf5nz57hzJkzOHPmDLZu3YrVq1drNfN3QUEBFi9ejF9//RUKhUL02v3793H//n1s2bIFffr0wVdffQU7Ozut3ttff/2FpUuXIjU1tdhrT58+xdOnT3HmzBksXboUY8aMwfjx42Fiol2HNYVCgalTp+Lo0aPCvqioKERFRSEnJ0cUMEdHR+Pbb7/Fv//+q/ZcqampSE1NRXR0NI4dO4alS5fio48+wqhRo7SqS0VISkrC1KlTERISUuy1lJQUpKSk4OHDh9izZw9+/PFHfPrpp3jjjTdKPadcLsfvv/+OlStXimaML1R47/77779YtmwZ5s2bh44dO5Z4vurwOVbmd1Fbt27dErZdXV3h5uZWoecnIuPFLtlERGR0fvvtN4wfP77YD3RnZ2e4u7vDzMxM2JeVlYUlS5Zg/PjxyMvL03huhUKBmTNn4pdffhGCZUtLS9SpU0d0XgBYt24d/ve//+HixYsYNWqUECwX5jc3Nxflv3LlCmbOnKnVe1y4cCF++eUXIVg2NzdH7dq1i51z3759GD58OJ4/f17q+QoKCjB16lR8/fXXomBZIpHA2dkZrq6uosA4KytLCHCysrK0qvPWrVtFwbKqrl27Ctvh4eEYNmxYsSDP2toadevWhZubW7HPOisrC/Pnz8eGDRu0qkt5ZWRkYPjw4cWCZXt7e9SrV69Yy29SUhKmT5+OLVu2lHjO/Px8fPTRR1i4cKEoWC68Bu7u7qJAMiEhAePGjcPevXvVnq86fI6V+V3UhWoLc9OmTSv03ERk3NjCTERERmXv3r1YtGiRkHZ0dMS4cePQt29fuLi4AADy8vJw7tw5LFu2TGh5On78OObNm4evv/661PNfuXIFcrkcANCxY0eMHz8eLVu2hEQiQVZWFjZs2IAlS5YIgeyyZctQUFCA/Px8+Pr64tNPP0VwcDCkUiny8/Oxd+9efP3110LQefToUYSHh8Pf37/EOkRGRiI8PBwAUKdOHXz22Wfo1q0bzM3NkZ+fjxMnTmDBggVCkBIREYHPPvsMv/76a4nn/Prrr7F//34hbW9vj3HjxmHAgAGoVasWACAtLQ0HDx7EsmXLkJiYCAA4ffo0Zs6ciSVLlpT6uWVmZpaYRyqVolOnTgCULazTp09HUlKS8Prw4cMxcuRIeHt7C/vy8vJw5coVrFmzBufOnRP2L126FEOHDoWFhUWp9SmvJUuW4NGjRwAAExMTfPDBBxg2bBjq1Kkj5ImPj8eff/6JdevWCffMwoUL0b17d7VdjxctWiRafs3R0RETJkxA3759hfzJycnYuHEjfvnlF+Tn50Mul2P27Nlo3rw5GjRoIBxbHT7Hyv4uais5ORnx8fFCmgEzEemCLcxERGQ0kpKSMGfOHCHdoEED7Nq1C6NGjRJ+oAPK1thOnTphy5Yt6Nu3r7B/y5YtOH/+fKllFAY+w4YNw5o1axAYGCi0+llbW+PDDz/Em2++KeRPSUlBWloaWrVqha1bt+K1114TximbmZlh4MCB+Pbbb0VlnDhxotQ65OfnAwB8fX2xY8cO9O7dW2hZNjMzQ/fu3bFt2zbROM1Tp07h2LFjas935coVbNq0SUjXrVsXf//9N0aPHi0Ey4AyiH7rrbewc+dO+Pn5CfsPHDiAXbt2lVrn+/fvIzk5GdbW1pgzZw7Onj2L0NBQ/PHHH5g4caLQDf3AgQPCwwAAGDduHL744gtRkAcor2G7du2wbt06IdgGlC2/mq5heSkUCmEMOQD897//xdSpU0XBMqBcf/yTTz4R9RrIyMjA4cOHi50zPDxcGBsPAB4eHti+fTveffddUXDt7OyMyZMnY+HChcK+7OxsrF69WnQ+fX+OVfFd1FZYWJgoHRAQUCHnJaKagQEzEREZjQ0bNggttVKpFCtWrCgWxKgyMzPD/PnzRS1za9as0VhO7dq18fnnn5c4zlI1YC40b968Eid96tmzJ2xtbYV0RESExjpYWVlh5cqVJU6S5OjoiCVLlohaCH///Xe1eZcuXSpsm5qaYunSpWjYsGGJZbu6umLlypWibserV68uNp5bnWXLlmHkyJFwcXGBnZ0d2rVrh3HjxgmvHzp0SNiuVauW6DV1JBIJ3nnnHdG+wpbfypKcnIy0tDQh/dJLL5Wa/+2334azszMsLS3h7e2NjIyMYnl+//134fOTSCT46aef4OHhUeI5e/fujS5dugjpgwcPCg9SAP1/jlX1XdRG0Qm/2MJMRLpgl2wiIjIaO3bsELY7d+4MX19fjceYm5vjrbfeErqOXrhwASkpKXB0dCzxmDfeeKPUGY+LlhsQEIDGjRuXmN/ExAT169fHnTt3AEDthFtFDR48GJ6enqXmadiwIXr37o2dO3cCUM7mnJiYCFdXVyFPamqqaBxuly5dtJpZu379+hg8eLAw1vXhw4cICwsr9dg2bdrg1VdfLfW8Y8eORffu3REdHQ13d3etugSrBlmAssW1Mtna2kIikQjd7nfv3o3XXnutxAcopqamOHz4cIkTr8lkMlGr88svv4yWLVtqrMewYcOQmJiIBg0awMvLC1lZWUJLvb4/x6r6LmpDNWB2dHREvXr1ynU+IqpZGDATEZFRePjwoTCuFgDatWun9bGtW7cWthUKBUJDQ9GtW7cS8zdv3rzU8xUNjLTpAmpjYyNsazPhUf/+/TXmAYBu3boJAXPhe+vVq5fw+sWLF0Utw71799bqvADQt29f0eRQFy5cKDVgVrdsVFHNmjVDs2bNtK4DoOz2rkomk+l0vK4sLCzQvHlz3LhxA4ByrG5iYiJGjhyJ4OBgUW+BQqXNUn7nzh3RJF+qLcel6dixY4kzZOvzc6zK76I2VGfIZusyEemKATMRERmFwtbZQj///DP++OMPrY4tHJdcKCYmptT8pXUtBVCspVGbdW21XZoJUHZfLW1SMFVF15uNjIwUpR8+fChK6xJkNWnSBFKpVAisip6rKE0PGjRJT0/HkydPEB0djQcPHiAiIgI3btzA48ePRfmKLrNVGSZOnIixY8cKZV28eBEXL16EVCpFy5YtERwcjPbt26Nly5Ylrq1dqOg1qew1giv7c6zK76ImaWlponMwYCYiXTFgJiIio1B02STV2YHLe66i1LUglqbo0j3l5erqWmz5qJKoTtoFKNd9VlX0vap219bE3NwcdnZ2wjk0fW5F66JJeHg4Dhw4gMuXL+P+/fsaz1+VOnbsiLlz52L+/PmiHgEymQyXL1/G5cuXsXz5ctjZ2aFDhw54/fXX0bVrV7Vdo4teE10/J02q+nOsyu+iJqqtywADZiLSHQNmIiIyCqqTMJWXprGbpqamFVZWWah239bE0tJSNN62aHdv1QmoJBJJqWOz1bG2thaCmpycnFLz2tvba3XOuLg4zJ07FydPntSYt3HjxmjTpg02b96s1bkr0vDhw9G+fXv89ttvOHz4sNp7MD09HQcOHMCBAwfg5uaG6dOni2aDBoDc3FxR2tLSskLqp6/PsSq/i5pwwi8iKi8GzEREZBSKBnr//POP1t2WDY02Y5wLZWZmirrWqs5sXTStUCiQnZ2tU9CsOvZW03ElTYqlKjo6Gm+//bZoDCygHAPs6+uLRo0awcvLCz4+PmjWrBmcnZ0RFxenl4AZALy8vPDtt9/iyy+/RGhoKE6dOoULFy4gPDy82KzhCQkJmDZtGjIzMzF06FBhf9FrounBgzb0+TlWp++iasBsY2NT6uzvRETqMGAmIiKjUHQm3ZiYGKMNmItOzlSaot1ha9euLUoX/dwSExM1zr5dKDs7W9SaWBFdiWfMmCEK8jp37owJEyagWbNmJQbcRVto9cHMzAzt27dH+/btASivUUhICE6cOIEjR46IPqcFCxagZ8+ewozWRa9BcnJysfWSdaXPz7E6fRdVu2Q3adJEq4c2RESquA4zEREZhUaNGonSqkslaZKXl1etxsdqkpqairi4OK3yFh3D6efnJ0r7+PiI0jdv3tS6Hrdv3xa1omobaJfk1q1buHTpkpB+5ZVXsGrVKjRv3rzUQKfoZ1EVk35p4ujoiNdffx3fffcdTpw4IVpOKzMzE2fOnBHSRe/du3fvalWGXC7H0KFDMWnSJCxYsABXrlwBoP/Psbp8FzMzM0VrSbM7NhGVBQNmIiIyCk2bNhV1bT1w4IDWXZc3b96Mdu3aoVWrVujTpw/Onz9fWdWsMCdOnNAq36FDh4RtCwsLvPTSS6LXX3rpJVEQdeDAAa3rsH///mLnKo9r166J0m+99ZZWs4erBocAinWFrmi7d+/G5MmT0a9fv2LjkdWxsbHBtGnTRPuePHkibDdp0kTUjVmbMceAMjC+du0aDh8+jHXr1gkBr74/x+ryXbxz547oPWizvBsRUVEMmImIyChIpVLRGsIJCQn4/fffNR6XlZWF3377Tdh+/PixQbREbdiwQWMQEhERgWPHjgnp119/vdj4UmdnZ9H6yMePHxfWFy5NdHQ0duzYIaTr1KmDwMBALWuvnup4aAAal2MCgNjYWNFa0EDlr8McFxeHQ4cOISIiAvfu3UNYWJjGY4oul6Q607qZmRm6du0qpM+ePatVK7PqeGNzc3OhO7i+P8fq8l3kDNlEVBEYMBMRkdEYM2aMaAbrpUuXilpYi5LJZPj8888RHx8v7Bs6dKgwtrQ6i4yMxBdffFFiK2BiYiKmTJmC/Px8AMqZvceOHas27wcffCBsy+VyTJkyRdSVtahnz55h0qRJyMrKEvYV/ezLol69eqL09u3bS80fExOD8ePHIzU1VbS/ssc09+zZU9Ri++WXX2qczXndunWi9MsvvyxKjxkzRmjpl8vl+OSTT4otN6Xq5MmT2Llzp5Du16+fsN53dfgcq8N3UXXCL0tLy3KPCyeimokBMxERGY1GjRqJur7KZDJMmTIFc+bMwf3794X9crkcISEheOedd0Q/4uvVq4dJkyZVaZ3LY8eOHRg1apSoC25OTg52796NQYMGITIyUtj/3//+t9h45ULt2rXDiBEjhPSTJ08wePBgrFu3DsnJycL+jIwMbNu2DQMHDsSdO3eE/UFBQRg+fHi530+HDh1EXXmPHz+OyZMn4969e8J4WoVCgYcPH2LJkiV44403ii0bBBRvYa1onp6e6Nevn5C+efMm3nrrLRw9elQ0w7VCocCtW7cwYcIE7Nu3T9j/+uuvFwvemjZtijFjxgjpiIgIDBo0CLt27RK9n4SEBCxZsgQTJkwQHpY4OjqK7vvq8DlWh++i6nvy8/PT+3JwRGSYOEs2EREZlTFjxiA+Ph5//PEHAOU4zK1bt2Lr1q2ws7ODvb09kpOTi7UIurq64ueffzaI1mUA8PX1RUREBC5evIihQ4fCxsYG9vb2SEpKElqVC/Xr1w+TJ08u9XwzZszAs2fPcPDgQQDKtXQXLFiAhQsXwtnZGSYmJkhOTi7Wtbh169ZYuXJlhQQjDg4OmDJlCr777jth36FDh3Do0CFYWFjAyckJz549K/b+XFxcYG5ujqdPnwJQdi+ubLNmzcLNmzfx4MEDAMoAd8KECTA1NYWLiwukUqna+6xp06ai96dq6tSpePLkiTCOPDY2FtOnT8esWbPg7OwMhUJRbJkoa2tr/Pzzz6IZyqvL56jP72Jubq5wbQB2xyaismMLMxERGZ2ZM2di4cKFcHd3F+1PT0/HkydPiv1A79ChA7Zu3VpsBunqbPHixaJxopmZmYiNjRUFQTY2NpgxYwYWLVqkMaA1MzPD0qVL8fnnn8Pe3l7Yr1Ao8OzZMyQmJoqCZSsrK0yYMAF//PGHKH95/ec//8HHH39cbNxtbm4u4uLiigV5PXr0wK5du9ChQwdh37Vr13Raq7osHBwcsHHjRnTu3Fm0Xy6XIz4+vth9JpFIMGjQIKxbtw52dnZqzymVSrF48WJMmzYNNjY2wn6ZTIaEhIRiwXKTJk2wZcsWtG7duti5qsvnqK/vYnh4uGgMNgNmIiortjATEZFRGjBgAHr16oX9+/fj9OnTCAsLQ3JyMrKysmBjYwMPDw8EBgaiX79+aNWqlb6rqzNLS0ssXrwYgwcPxtatW3H9+nUkJSXB2toajRs3RqdOnTB48GA4OzvrdN733nsPgwcPxu7du3H69GlERETg+fPnyM/Ph6OjI/z8/PDqq6+if//+Op9bW2PHjsXrr7+OrVu34uLFi4iOjkZmZiYsLCzg4OCARo0aISAgAH369BHW9+3WrRu2bt0KQDlh1J49ezBo0KBKqV+hWrVqYfXq1bhx4wb279+P69ev4/Hjx0hLS4NEIoGzszPq1q2LV155BT169EDjxo01nlMikeCDDz7AkCFD8M8//+D06dOIjIxEcnIyTExM4OLigpYtW6JXr17o0qVLqbNfV5fPUR/fRU74RUQVRaKoDosVEhERUal27NiBGTNmCOljx47Bw8NDjzUiqr5mzJghzOJubm6Oy5cvw9zcXM+1IiJDxC7ZRERERGRUQkNDhe2AgAAGy0RUZgyYiYiIiMhohIeH4/Hjx0K6Xbt2eqwNERk6BsxEREREZDRWr14tSnfp0kVPNSEiY8BJv4iIiIjIYMXGxiInJwfR0dHYtm2baD3npk2bokWLFnqsHREZOgbMRERERGSQMjMz0blzZ6ibw9bS0hJffPGFHmpFRMaEXbKJiIiIyCCFh4erDZbr1auH1atXIzAwsOorRURGhS3MRERERGSQ7ty5AwCwsbGBs7Mz/P390bFjR/Tv3x8WFhZ6rh0RGQOuw0xERERERESkBrtkExEREREREanBgJmIiIiIiIhIDQbMRERERERERGowYCYiIiIiIiJSgwEzERERERERkRoMmImIiIiIiIjUYMBMREREREREpAYDZiIiIiIiIiI1GDATERERERERqcGAmYiIiIiIiEgNBsxEREREREREajBgJiIiIiIiIlKDATMRERERERGRGgyYiYiIiIiIiNRgwExERERERESkBgNmIiIiIiIiIjUYMBMRERERERGpwYCZiIiIiIiISA0GzERERERERERqMGAmIiIiIiIiUoMBMxEREREREZEaDJiJiIiIiIiI1GDATERERERERKQGA2YiIiIiIiIiNRgwExEREREREanBgJmIiIiIiIhIDQbMRERERERERGowYCYiIiIiIiJSgwEzERERERERkRoMmImIiIiIiIjUYMBMREREREREpMb/AZcQZbEbfGnSAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pwt.cumulants.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The toolbox offers the possibility to derive bootstrap-based statistics by using prefixes when calling the attributes of the Scaling Functions:" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[[-0.05050043, -0.07126313],\n", + " [-0.04275943, -0.05520048],\n", + " [-0.02758248, -0.05278718],\n", + " [-0.047252 , -0.06418395],\n", + " [-0.05127886, -0.06884117],\n", + " [-0.03814018, -0.05727156],\n", + " [-0.02498239, -0.05361273],\n", + " [-0.03849548, -0.05628945],\n", + " [-0.04560163, -0.0608643 ],\n", + " [-0.0277121 , -0.06123694]]])" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwt.cumulants.CIE_c2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The prefix also works for functions:" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[[0.54392657, 0.45425246],\n", + " [0.53383067, 0.48453181],\n", + " [0.58474135, 0.51267291],\n", + " [0.611266 , 0.55648984],\n", + " [0.55701426, 0.50056766],\n", + " [0.59319551, 0.53239771],\n", + " [0.66959766, 0.56660953],\n", + " [0.58253432, 0.51686812],\n", + " [0.58833128, 0.53834434],\n", + " [0.65437141, 0.54990686]]])" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pwt.structure.CIE_s_q(2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The prefixes are defined as follows:\n", + "\n", + "- `'CI_'`: confidence intervals at 95% of the bootstrapped values\n", + "- `'STD_'`: standard deviation of the bootstrapped values\n", + "- `'V_'`: variance of the bootstrapped values\n", + "- `'CIE_'`: empirical nonparametric confidence interval\n", + "\n", + "The following references provide a clarification on the difference between the confidence interval of the bootstrapped observations and the empirical bootstrap confidence interval:\n", + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "MFA", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/doc/notebooks/Demo.ipynb b/doc/notebooks/Demo.ipynb index b55b736..afa1abf 100644 --- a/doc/notebooks/Demo.ipynb +++ b/doc/notebooks/Demo.ipynb @@ -17,10 +17,20 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, + "metadata": { + "nbsphinx": "hidden" + }, "outputs": [], "source": [ - "%matplotlib inline" + "%load_ext autoreload\n", + "%autoreload 2\n", + "%matplotlib inline\n", + "\n", + "import seaborn as sns\n", + "import matplotlib as mpl\n", + "mpl.rcParams['figure.dpi'] = 300\n", + "sns.set_theme(style=\"darkgrid\")\n", + "sns.set_context('paper')" ] }, { @@ -29,34 +39,8 @@ "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "import seaborn as sns" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "sns.set(style=\"darkgrid\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "figure_folder = 'figures/fBm/'" + "import matplotlib.pyplot as plt\n", + "import numpy as np" ] }, { @@ -70,37 +54,29 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's first generate a brownian motion (fractional brownian motion with H=0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "from pymultifracs.generate_data import generate_fbm_path" + "Let us first generate a Multifractal Random Walk with parameters $H = 0.8$ and $\\lambda=\\sqrt{0.05}$" ] }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "X = generate_fbm_path(4096, 0.8)[:, 0]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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" + "[]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" ] }, "metadata": {}, @@ -108,12 +84,10 @@ } ], "source": [ - "plt.plot(X)\n", - "plt.title('realization of a fBm, H=0.8')\n", - "plt.ylabel('X')\n", - "plt.xlabel('t')\n", - "# plt.savefig(figure_folder + 'realization.png')\n", - "plt.show()" + "from pymultifracs.simul import mrw\n", + "\n", + "X = mrw(shape=2**15, H=0.8, lam=np.sqrt(.05), L=2**15)\n", + "plt.plot(X)" ] }, { @@ -134,32 +108,14 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "import pymultifracs.psd as psd" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "fs = 1" - ] - }, - { - "cell_type": "code", - "execution_count": 11, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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"text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -167,7 +123,9 @@ } ], "source": [ - "psd.plot_psd(X, fs, n_moments=2)" + "from pymultifracs.viz import plot_psd\n", + "\n", + "plot_psd(X, 1, n_fft=512)" ] }, { @@ -181,26 +139,6 @@ "* `seg_size`: size of the segment used in the Welch estimation" ] }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "psd.plot_psd(X, fs, n_fft=1024)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -210,161 +148,60 @@ "The number of vanishing moments can be controlled using the `n_moments` argument" ] }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "psd.plot_psd(X, fs, n_moments=3, n_fft=1024)\n", - "# plt.savefig(figure_folder + 'PSD_compare.png')" - ] - }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The wavelet-based estimation of the PSD is obtained via the `wavelet_estimation` function" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "PSD = psd.wavelet_estimation(X, fs, n_moments=3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The output is an instance of the `PSD` namedtuple, with two fields: `freq` which contains the frequency support of the PSD estimation, and `psd` which contains the actual power estimates" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([0.375 , 0.1875 , 0.09375 , 0.046875 , 0.0234375 ,\n", - " 0.01171875, 0.00585938, 0.00292969, 0.00146484]),\n", - " array([1.16929637e-05, 5.12530734e-05, 2.82030065e-04, 2.39579837e-03,\n", - " 1.38268665e-02, 1.24225479e-01, 3.51144271e-01, 3.57679639e+00,\n", - " 7.82570990e+00]))" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "PSD.freq, PSD.psd" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Estimating beta" + "## Wavelet Transform" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Our model for the power density spectrum is as follows:\n", + "Wavelet transform is performed in the package using the `wavelet_analysis` function\n", + "\n", + "Parameters:\n", + "\n", + "- `wt_name`: The discrete wavelet type used\n", "\n", - "$$ \\Gamma(\\nu) = C \\left| \\nu \\right| ^ {\\beta}$$\n", + "- `j2`: The largest scale to analyze, by default None which means that the analysis is carried to the coarsest possible temporal scale $j$\n", "\n", - "Using the log-log plot we can then easily estimate $beta$ by performing a linear regression over the wavelet PSD estimate" + "- `normalization`: Normalization norm for the wavelet coefficients. Defaults to 1 which is appropriate for scale invariance analysis.\n", + "\n", + "Multiple signals may be passed as a 2-dimensional array of shape `(n_samples, n_signals)`" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ - "import pymultifracs.fractal_analysis as fa" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fa.plot_fractal(X, fs, freq_band=(0.001, 0.4), n_fft=1024)\n", - "# plt.savefig(figure_folder + 'PSD_slope.png')" + "from pymultifracs import wavelet_analysis\n", + "\n", + "WT = wavelet_analysis(X, wt_name='db3', j2=None, normalization=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `freq_band` parameter controls the frequency support for the $\\beta$ estimation\n", + "The output is a `WaveletDec` object, which contains the wavelet transform of the time series.\n", "\n", - "The `log` parameter allows us to control the log function used, which changes the axes values but not the plotted curves. Available values are contained in the `psd.log_function` dictionary" + "It may be visualized using the `plot` method, specifying `j1` and `j2`, the lower and upper bound on the scales temporal scales displayed, respectively." ] }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['log2', 'log']" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "[*psd.log_function]" - ] - }, - { - "cell_type": "code", - "execution_count": 19, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -372,541 +209,280 @@ } ], "source": [ - "fa.plot_fractal(X, fs, freq_band=(0.001, 0.4), n_fft=1024, log='log')\n", - "# plt.savefig(figure_folder + 'PSD_slope_log10.png')" + "WT.plot(j1=6, j2=11)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The estimates of $\\beta$ and $\\log(C)$ can be directly obtained from the signal using the `fractal_analysis` function" + "Fractional integration is carried out using the `.integrate` method:" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ - "fractal = fa.fractal_analysis(X, fs, n_moments=2, freq_band=(0.001, 0.4))" + "WT_int = WT.integrate(.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The output is an instance of the FractalValues namedtuple, which contains 3 fields:\n", - "\n", - "- `beta`: the estimated 1/f slope\n", - "- `log_C`: the logged value of the 1/f intercept\n", - "- `freq`: the frequency support for the estimation" + "Multi-resolution quantities derived from the wavelet transform can be obtained using the associated methods `get_leaders` and `get_wse`:" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 8, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "FractalValues(beta=-2.443151332576138, log_C=-19.554564750185158, freq=array([[-1.4150375],\n", - " [-2.4150375],\n", - " [-3.4150375],\n", - " [-4.4150375],\n", - " [-5.4150375],\n", - " [-6.4150375],\n", - " [-7.4150375],\n", - " [-8.4150375],\n", - " [-9.4150375]]))" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "fractal" + "WTL = WT.get_leaders(p_exp=np.inf)\n", + "WTpL = WT.get_leaders(p_exp=2)\n", + "WSE = WT.get_wse(theta=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Wavelet Transform" + "## Multifractal Analysis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Wavelet transform is performed in the package using the `wavelet` submodule" + "Multifractal analysis relies on regressing statistical quantities computed at different temporal scales $j$. The range of scales over which the regression is performed is specified using its bounds $[j_1, j_2]$.\n", + "\n", + "The `scaling_ranges` argument in any function needs to be a list of tuples indicating the bounds. Multiple scaling ranges may be regressed at once by providing multiple tuples:" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "from pymultifracs.wavelet import wavelet_analysis" + "scaling_ranges = [(2, 8), (3, 8)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "TODO: detail the wavelet transform" + "In order for the analysis to be meaningful under the chosen multifractal formalism (wavelet coefficient, wavelet (p-)leader, etc.) it may be necessary to verify a minimum regularity condition.\n", + "The method `.check_regularity` is available with all multi-resolution quantities, and takes the `scaling_ranges` as an argument:" ] }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 10, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/merlin/Multifracs/pymultifracs/pymultifracs/wavelet.py:102: UserWarning: Value of j2 is higher than the maximum allowed level. Max level and j2 set to 9\n", - " warnings.warn(\"Value of j2 is higher than the maximum allowed level. \"\n" - ] - } - ], + "outputs": [], "source": [ - "WT = wavelet_analysis(X)" + "WT.check_regularity(scaling_ranges)\n", + "WTL.check_regularity(scaling_ranges)\n", + "WTpL.check_regularity(scaling_ranges)\n", + "WSE.check_regularity(scaling_ranges)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The output is a namedtuple with 3 fields:\n", + "In case the minimal regularity is too low, it may be necessary to fractionally integrate the time series.\n", "\n", - "* `wt_leaders`: The wavelet leaders if computed\n", - "* `wt_coefs`: Wavelet coefficients\n", - "* `j2_eff`: Maximum scale that the coefficients were effectively computed for" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Multifractal Analysis" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Multifractal analysis is done using the `mf_analysis` submodule" + "A simple approach is provided in the `.auto_integrate` method, which will try to find a fractional integration coefficient large enough that all signals may be analyzed, and return the properly integrated multi-resolution quantity" ] }, { "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [], - "source": [ - "import pymultifracs.mfa as mfa" - ] - }, - { - "cell_type": "code", - "execution_count": 25, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ - "import numpy as np" + "WTpL = WTpL.auto_integrate(scaling_ranges)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Basic parameters are:\n", + "Multifractal analysis is carried out using the `mfa` function.\n", "\n", - "`j1` and `j2`, which indicate respectively the minimum and the maximum scale to consider when fitting wavelet coefficients\n", + "Parameters:\n", "\n", - "`q` The values of q for which the wavelet coefficients will be estimated\n", + "- `weighted`: whether the linear regressions should be weighted. Defaults to None, which means no weighting is performed. `\"Nj\"` indicates that the weights are determined from the number of coefficients at each scale.\n", "\n", - "`n_cumul` The maximum order of the cumulants to compute" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The p_exponent parameters `p_exp` controls how wavelet leaders are used: if set to an int, it will use wavelet p-leaders, or if set to `np.inf`, it will use the wavelet leaders.\n", + "- `q`: list of moments \n", "\n", - "The output of the `mf_analysis_full` function contains two variables, `dwt` and `lwt`. The former contains the multifractal variables computed using the wavelet coefs, while the latter uses the wavelet leaders.\n", + "- `n_cumul`: maximum order of log-cumulants $c_m$ to compute\n", "\n", - "By default the `p_exp` parameter is set to `None`, which means the wavelet coefs only are used, and so the `lwt` variable returned is set to `None`" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "__init__() got an unexpected keyword argument 'n_cumul'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m dwt, lwt = mfa.mf_analysis_full(X,\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mj1\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mj2\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m8\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mq\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mn_cumul\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m )\n", - "\u001b[0;32m~/Multifracs/pymultifracs/pymultifracs/mfa.py\u001b[0m in \u001b[0;36mmf_analysis_full\u001b[0;34m(signal, j1, j2, normalization, gamint, weighted, wt_name, p_exp, q, n_cumul, minimal)\u001b[0m\n\u001b[1;32m 212\u001b[0m \u001b[0mfun\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mminimal_mf_analysis\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mminimal\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mmf_analysis\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 213\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 214\u001b[0;31m mf_data = fun(wt_transform.wt_coefs,\n\u001b[0m\u001b[1;32m 215\u001b[0m \u001b[0mwt_transform\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwt_leaders\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 216\u001b[0m \u001b[0mwt_transform\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mj2_eff\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/Multifracs/pymultifracs/pymultifracs/mfa.py\u001b[0m in \u001b[0;36mmf_analysis\u001b[0;34m(wt_coefs, wt_leaders, j2_eff, p_exp, j1, weighted, n_cumul, q)\u001b[0m\n\u001b[1;32m 73\u001b[0m }\n\u001b[1;32m 74\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 75\u001b[0;31m \u001b[0mdwt_struct\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mStructureFunction\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mparam_dwt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 76\u001b[0m \u001b[0mdwt_cumul\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCumulants\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparam_dwt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 77\u001b[0m \u001b[0mdwt_spec\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mMultifractalSpectrum\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparam_dwt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: __init__() got an unexpected keyword argument 'n_cumul'" - ] - } - ], - "source": [ - "dwt, lwt = mfa.mf_analysis_full(X,\n", - " j1=2, j2=8,\n", - " q=np.arange(-2,3),\n", - " n_cumul=2,\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "print(lwt)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Unpacking dwt**\n", + "Ouptput: `MFractalVar` object, which contains:\n", "\n", - "The variable dwt contains three fields: the structure functions, cumulants, multifractal spectrum, and hmin estimate. They can be unpacked all at once, or called one by one" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sf, cumul, mfs, hmin = dwt" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sf = dwt.structure\n", - "cumul = dwt.cumulants\n", - "mfs = dwt.spectrum\n", - "hmin = dwt.hmin" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**structure functions**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sf.j" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sf.q" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sf.mrq_name" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sf.plot(nrow=3)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sf.plot_scaling()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**cumulants**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "cumul.plot(nrow=3)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "cumul.log_cumulants" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**multifractal spectrum**" + "- `structure`: the structure functions and associated exponents\n", + "\n", + "- `cumulants`: the cumulant scaling functions and log-cumulants\n", + "\n", + "- `spectrum`: the multifractal spectrum\n", + "\n", + "**Note**: by default, `mfa` checks the regularity of the time series, so it may be . Alternatively, it is possible to bypass the verification using the `check_regularity` argument" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ - "mfs.plot()" + "from pymultifracs import mfa\n", + "from pymultifracs.utils import build_q_log\n", + "\n", + "lwt = mfa(WTpL, scaling_ranges, weighted='Nj', q=build_q_log(.1, 3, 4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**Using p-leaders**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "dwt, lwt = mfa.mf_analysis_full(X,\n", - " j1=2, j2=8,\n", - " q=np.arange(-2,3),\n", - " n_cumul=2,\n", - " p_exp=2\n", - ")" + "#### Structure functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `lwt` variable shares the same structure as `dwt`" + "The structure functions may be visualized using " ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "lwt_sf, lwt_cumul, lwt_mfs, hmin = lwt" - ] - }, - { - "cell_type": "markdown", + "execution_count": 13, "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "The `lwt_sf`, `lwt_cumul`, `lwt_mfs` variables defined here share the same structure as the `sf`, `cumul`, and `mfs` variables defined previously" + "lwt.structure.plot(figsize=(10, 4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**structure functions**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "lwt_sf.plot(nrow=3)" + "We can plot $\\zeta(q)$ using the `.plot_scaling` method" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "lwt_sf.plot_scaling()" + "lwt.structure.plot_scaling()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**cumulants**" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "lwt_cumul.plot(nrow=3)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "lwt_cumul.log_cumulants" + "#### Cumulants" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "**multifractal spectrum**" + "The cumulant scaling functions may be visualized using " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "lwt_mfs.plot()" + "lwt.cumulants.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Object oriented approach" + "#### Multifractal spectrum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The `Signal` dataclass offers an approach where the signal data and any intermediary results and parameters are kept in an instance" + "Visualizing the multifractal spectrum requires more densely sampled values of $q$:" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import pymultifracs.signal as sig" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "S = sig.Signal(X, fs, 'log')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "S.plot_psd(n_fft=1024)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "S.plot_fractal(n_fft=1024)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "S.fractal_analysis()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "S.wt_psd" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "S.welch_psd" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "S.fractal" + "lwt = mfa(WTpL, scaling_ranges, weighted='Nj', q=build_q_log(.1, 5, 20))\n", + "\n", + "lwt.spectrum.plot()" ] } ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:mfanalysis]", + "display_name": "Python 3", "language": "python", - "name": "conda-env-mfanalysis-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -918,7 +494,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.11.8" }, "widgets": { "application/vnd.jupyter.widget-state+json": { diff --git a/doc/reference.rst b/doc/reference.rst index 5b1b191..ffba0e4 100644 --- a/doc/reference.rst +++ b/doc/reference.rst @@ -3,101 +3,106 @@ API Reference ============= Multifractal Analysis ---------------------- +===================== -.. currentmodule:: pymultifracs.mfa +.. currentmodule:: pymultifracs -:py:mod:`pymultifracs.mfa`: +:py:mod:`pymultifracs`: .. autosummary:: :toctree: _autosummary + :caption: Multifractal analysis - mf_analysis + wavelet_analysis + mfa Dataclasses ``````````` -Used to compute and store intermediary results +Used to compute and store intermediary results. Not meant to be created outside of the analysis functions. -.. currentmodule:: pymultifracs +.. autosummary:: + :toctree: _autosummary + :caption: Multi Resolution Quantities + multiresquantity.WaveletDec + multiresquantity.WaveletLeader + multiresquantity.Wtwse + .. autosummary:: :toctree: _autosummary + :caption: Scaling Functions - multiresquantity.MultiResolutionQuantity - cumulants.Cumulants - structurefunction.StructureFunction - mfspectrum.MultifractalSpectrum + scalingfunction.StructureFunction + scalingfunction.Cumulants + scalingfunction.MFSpectrum Storing the multifractal analysis output .. autosummary:: :toctree: _autosummary + :template: namedtuple.rst + :caption: Analysis output utils.MFractalVar + utils.MFractalBiVar -Wavelet Analysis ----------------- - -.. currentmodule:: pymultifracs.wavelet +Visualization +============= -:py:mod:`pymultifracs.wavelet`: +:py:mod:`pymultifracs.viz`: .. autosummary:: :toctree: _autosummary + :caption: Visualization + + viz.plot_psd - decomposition_level - wavelet_analysis + +Bivariate Analysis +================== + +:py:mod:`pymultifracs.bivariate`: .. autosummary:: :toctree: _autosummary + :caption: Bivariate analysis - WaveletTransform - + bivariate.bimfa + bivariate.BiStructureFunction + bivariate.BiCumulants Simulation ----------- - -.. currentmodule:: pymultifracs.simul +========== :py:mod:`pymultifracs.simul`: .. autosummary:: :toctree: _autosummary + :caption: Simulation - mrw - fbm - - -Computing and Plotting PSDs ---------------------------- + simul.mrw + simul.fbm -.. currentmodule:: pymultifracs.psd -:py:mod:`pymultifracs.psd`: - -.. autosummary:: - :toctree: _autosummary +Utility functions +================= - plot_psd - wavelet_estimation - welch_estimation +:py:mod:`pymultifracs.utils`: .. autosummary:: :toctree: _autosummary + :caption: Utility functions - PSD - + utils.build_q_log -Utility functions ------------------ - -.. currentmodule:: pymultifracs.utils +Outlier detection +================= -:py:mod:`pymultifracs.utils`: +:py:mod:`pymultifracs.robust`: .. autosummary:: :toctree: _autosummary + :caption: Robust estimation - scale2freq - freq2scale \ No newline at end of file + robust.get_outliers diff --git a/meta.yml b/meta.yml index 9c22deb..6eb5803 100644 --- a/meta.yml +++ b/meta.yml @@ -1,15 +1,9 @@ name: pymultifracs channels: - conda-forge - - defaults dependencies: - - python>=3.8 + - python>=3.8,<3.12.0 - numpy>=1.22.4 - scipy>=1.8.1 - pywavelets>=1.3.0 - - seaborn>=0.12.0 - - scikit-learn>=1.1.1 - - statsmodels - - pip - - pip: - - recombinator \ No newline at end of file + - seaborn>=0.12.0 \ No newline at end of file diff --git a/notebooks/AutoRange.ipynb b/notebooks/AutoRange.ipynb new file mode 100644 index 0000000..7854713 --- /dev/null +++ b/notebooks/AutoRange.ipynb @@ -0,0 +1,33 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "f34c88f1-4f43-40aa-9cb7-ef6f96430d97", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:pymultifracs]", + "language": "python", + "name": "conda-env-pymultifracs-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.1" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/Bivariate.ipynb b/notebooks/Bivariate.ipynb index 5ec940a..26d6717 100644 --- a/notebooks/Bivariate.ipynb +++ b/notebooks/Bivariate.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 2, "id": "9058d188", "metadata": {}, "outputs": [], @@ -30,16 +30,10 @@ "import seaborn as sns\n", "\n", "sns.set_style('whitegrid')\n", - "sns.set_context('talk')\n", + "sns.set_context('paper')\n", "\n", "from scipy.io import loadmat\n", "\n", - "from importlib import reload\n", - "\n", - "import pymultifracs.bivariate\n", - "reload(pymultifracs.bivariate)\n", - "from pymultifracs.bivariate import bivariate_analysis_full\n", - "\n", "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", @@ -52,7 +46,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "82114112", + "id": "23c0396d", "metadata": {}, "outputs": [], "source": [ @@ -76,139 +70,267 @@ }, { "cell_type": "code", - "execution_count": 42, - "id": "b188f924", + "execution_count": 213, + "id": "14505354", "metadata": {}, "outputs": [], "source": [ - "def plot_key(key, plot=True):\n", - " \n", - " X = data[key].copy()\n", - "\n", - " j1 = 3\n", - " j2 = 8\n", - " p_exp=2\n", - " gamint = 1\n", - "\n", - " scaling_ranges = [(j1, j2)]\n", - "\n", - " dwt, lwt = bivariate_analysis_full(\n", - " X[:, 0], X[:, 1], scaling_ranges, p_exp=p_exp, gamint=gamint,\n", - " weighted=None, n_cumul=2, q1=np.array([0, 1, 2]),\n", - " q2=np.array([0, 1, 2]), R=1)\n", + "key = 'ssMF'" + ] + }, + { + "cell_type": "code", + "execution_count": 214, + "id": "58b85c9c", + "metadata": {}, + "outputs": [], + "source": [ + "X = data[key].copy()\n", "\n", - " if not plot:\n", - " return dwt, lwt\n", - " \n", - " print(f'{lwt.cumulants.rho_mf=}')\n", - " print(f'{lwt.cumulants.c20}')\n", - " print(f'{lwt.cumulants.c02}')\n", + "j1 = 3\n", + "j2 = 9\n", + "p_exp=2\n", + "gamint = .5\n", "\n", - " lwt.cumulants.plot(j1=j1)\n", - " # fig_m.suptitle(key)\n", - " # fig_c.suptitle(key)\n", - " # lwt.cumulants.plot_legendre(resolution=30)\n", - " # plt.suptitle(key)\n", - " # plt.show()\n", - " \n", - " plt.figure()\n", - " plt.plot(dwt.structure.j, dwt.structure.coherence, label='second order (wavelet) coherence')\n", - " plt.plot(lwt.cumulants.j, lwt.cumulants.RHO_MF, label=r'multifractal (leader) coherence')\n", - " plt.xlabel('j')\n", - " plt.title(key)\n", - " plt.legend()\n", - " plt.show()\n", - "\n", - " # lwt.cumulants.plot_legendre_pv()\n", - " \n", - " return dwt, lwt" + "scaling_ranges = [(j1, j2)]" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "id": "566b89d6", + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs import wavelet_analysis\n", + "from pymultifracs.bivariate import bimfa" ] }, { "cell_type": "code", - "execution_count": 43, - "id": "7a157843", + "execution_count": 216, + "id": "da4c1b8e", "metadata": {}, "outputs": [], "source": [ - "from pymultifracs.viz import plot_bicm" + "WT = wavelet_analysis(X)" ] }, { "cell_type": "code", - "execution_count": 57, - "id": "01c0e543", + "execution_count": 217, + "id": "9035ed39", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" + "(15, 2)" ] }, + "execution_count": 217, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "sns.set_context('talk')\n", - "sns.set_style('whitegrid')\n", - "fig, ax = plt.subplots(1, 1)\n", - "plot_bicm(l.cumulants, 1, 1, 1, None, 0, ax, zorder=1)\n", - "ax.set(xlabel='Scale $j$', ylabel='Bivariate cumulant $C_{11}(j)$')\n", - "sns.despine()" + "WT.get_nj_interv(1, 15).shape" ] }, { "cell_type": "code", - "execution_count": 15, - "id": "4177753b", + "execution_count": 218, + "id": "8d81d915", + "metadata": {}, + "outputs": [], + "source": [ + "WT = WT.get_leaders(2, gamint=.75)" + ] + }, + { + "cell_type": "code", + "execution_count": 219, + "id": "730ae7c6", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
" + "{'nbcopies': array([[1]], dtype=uint8),\n", + " 'FBM': array([[0]], dtype=uint8),\n", + " 'H': array([[0.6, 0.8]]),\n", + " 'Correl': array([[ 1. , -0.8],\n", + " [-0.8, 1. ]]),\n", + " 'correlation': array([[-0.8]]),\n", + " 'mft': array([[0.17320508, 0.17320508, 0.7 ]]),\n", + " 'Sigma2': array([[1, 1]], dtype=uint8),\n", + " 'nbsamples': array([[262144]], dtype=int32),\n", + " 'T': array([[0, 1]], dtype=uint8),\n", + " 'W': array([[1, 0],\n", + " [0, 1]], dtype=uint8),\n", + " 'Nwt': array([[2]], dtype=uint8),\n", + " 'j1': array([[6]], dtype=uint8),\n", + " 'j2': array([[13]], dtype=uint8),\n", + " 'alpha': array([[0.05]]),\n", + " 'FigNum': array([[0]], dtype=uint8),\n", + " 'wtype': array([[1]], dtype=uint8)}" ] }, + "execution_count": 219, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "l.cumulants.plot()" + "param[key]" ] }, { "cell_type": "code", - "execution_count": 40, - "id": "82b2a698", + "execution_count": 220, + "id": "9e33f0f6", + "metadata": {}, + "outputs": [], + "source": [ + "lwt = bimfa(WT, WT, scaling_ranges, q1=[0, 1, 2], q2=[0, 1, 2], weighted=None)" + ] + }, + { + "cell_type": "code", + "execution_count": 221, + "id": "58782879", "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "lwt.cumulants.rho_mf=array([0.74609284])\n", - "[-0.03122621]\n", - "[-0.02731063]\n" - ] - }, + "data": { + "text/plain": [ + "0.006507215475340528" + ] + }, + "execution_count": 221, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.sqrt(-lwt.cumulants.c20[0, 0, 1, 0]) - param[key]['mft'][0, 0]" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "id": "efbbd699", + "metadata": {}, + "outputs": [ { "data": { - "image/png": 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//fTT6NSpEwAgISEBxcXFVhmHPb63hnRPJpPhwoULAABfX1+jgY0vvPACPDw8DB631vW1bt0azzzzjFFZzQFb6Jkl5gpzaEh/NLH172TO2BrC1vemSqXCsWPHAACtWrXSMgDsTXR0tEGDTiQSabnUTJo0SScInkUzsLwlFQ00R6+ioqKM6oqma+KdO3eaNC7NrGNNlWWI+Ph4zs0xKiqqwfoqjzMLFizQqRmTl5fH/W3sWakJG0/j4OCAjh07Gm3r7u4OAMjPz7eZOyphHRpVp0ZzZevy5cvcC5tSqeTiafr168cZLDk5Obhy5QrXTywWIyMjQ0dWfXJzc3HgwAFcvnwZ9+/fR2VlJWQymd62BQUFOp+FhISgV69euHbtGv755x8UFxfDz89Pq82pU6dQXV0N4N/VWk0yMzNRXl4OoO5mOnnypMHxsri4uKCyshL37t1rsK29zmUJevXq1WCQZr9+/bgHRVJSEgYPHmzxcVjje2uq7qWnp3MBoX369DH4ggLUvdD07NkTZ86c0XvcWnrRlJdyW2ILPbPEXKFJU/VHE0v/TpYcW0PYek67ffs29xs98cQTWlnN7I0hg4ZFM5tZTEyMSe0qKiqaPjALYUm9aui70jQKNBMJNIbOnTvD398fRUVF2Lt3LwBg4sSJiImJ0dkpaywpKSnc36bEgzyu3LlzBwUFBZg1a5bW5+wcAphu1LA7NZ07d4aDg4PRtp6enigqKoJCoeCy9hEtk0YZNf7+/ggNDUVWVhbnbgbUbZuz2/6ssfLEE08gJycHly9fxltvvQWgbnuRtYY1d300+fnnn7Fq1SqTs/2wD7L6jBkzBteuXYNKpcLRo0cxffp0reOa7iT6XlQ0VwjOnz9v1na/uQ8cW57LErRr167BNprZeTRdFe/evYv79+8b7BcZGYng4GCTxmHp780Suqd5reZ+T/Wxll74+/ubLMcYlvwt9dEUPTOHps4VLJaau1gs9TsBlh9bQ9h6TtN8WW5oddbWNJTUQdNw9/LyMqldc8laaGm9Mnb9gPZ3YMhwMhWBQIDPP/8cb731FhQKBfbu3Yu9e/fC3d0d3bp1Q69evdC/f3+jhmZDaGbga6xnyuPAhQsX4ObmpjerJIspBkdpaSn3HDCWJIBFc/FDJpORUdOCaZRRA9QZK1lZWcjOzuYqsbIuZUFBQdxLxhNPPIG9e/fi5s2bkEqlcHJy0vKX1GfUHDp0SCvFZu/evdGnTx+EhISgVatW3IRWWlqKJUuWAADnE1ufESNGYOnSpZDL5Th06JDWi4pYLOZchLp3767Xf5f1BW8MSqXSrPa2PJclMFYsjEXTP5k1eIG67ET6agewLFu2zKjLkSaW/N4spXua12rK92Ss7oG19MKUcZmCJX9LfTRFz8yhqXMFYNm5i8VSv5M1xtYQtp7TNF+WjcVG2ANzVv2Nxac0N6yhV5baITGVQYMGYe/evVi3bh3OnTsHhUKByspKzhD/5ptvEBYWhoULF+rNjtoQmjsNbm5uFhz5o0V8fDyef/55HaNC04g1ZaHF1HgafTJtVX6CsA5NMmp27doFoM4FbezYsVw8jaahwu7YKBQKJCQkIDY2ljNqQkJC0Lp1ax3ZbFpWoVCI7777zmCK1czMzAbH6e7ujkGDBuHPP/9ESkoK7t69y63gHTt2jHMRMrTyqvlgfOutt7TSR1oaW57LEkil0gbbaL5gWuslw5Lfm6V0T3NMpnxPmnUrjMlqCXphaWylZ02dKwDLzl2Wxh5js7Xuaq64Nta4NYemGn32xhLjb846bw4RERH49ttvUV1djRs3biAhIQHXrl1DQkICFAoFMjIyMHPmTPzvf/9r0P20PpqLVk3dWXpUkcvluHbtGj755BOdY5q7nKbs4LLlQgDTdmpYo9PBwaHZLYYQ5tHo5RBNw+Xy5ctQKBRcdg/NOJmAgABuVfPSpUsoLS3lfN/1xdPk5OQgJycHADBkyBCjNSPy8/NNGqvmBKTpQsIGsDo4OGDUqFF6+2r67rJxQNbClueyBA8ePGiwTXZ2Nve3phvNW2+9hdu3bxv8z5yVfUt9b5bUPc1rNfd7qk9z1wtL/pb6aIqemUtT5gprzF2Wwl5js7XuBgYGcn83Nuhbc1WYNWQNIRaLG3UOa2LL8TdnnW8srq6uePrppzF//nxs27YN58+f53ZtGYbB8uXLufpHpqJ5Hxib683l4cOHCA8Px4QJE1BTU4Ovv/4aQ4cORdeuXREXF4c///yTa3v69GlMmzaNc6f77LPPmmT4W/rcN27cQI8ePfTugmtmnDPHqOHxeCbVnWFlBgcHt6hdUkKXRhs1fn5+XIrRy5cvIykpSSeehoX99+XLl3H58mUunkafUaPpe9pQtWRT/bMHDhzIWfqHDx8GwzDIycnhMrINGDDAoA9vly5duNW/+Ph41NTUmHTOxmDJc2lu31srm8eNGzca9KHWdDVsik+yMSz1vVlS9yIiIrjgRDZOwxByudxoilNb6mBzxJZ61pS5whpzl6Ww5NjMmVtsrbvh4eHc+a5cudKomCA2ExIAFBYWGm3b1Oxw1sCW42+uOm/J55+Xlxc+/vhjLsC/tLQUWVlZZsnQXAQ+d+6cxXb42Jd3b29vjBs3DocPH0Z0dDQ6d+6MO3fu4N1330Vqaiq+/PJLzJ8/HyKRCP369UN1dTV27NiBr7/+utmcOzk5GdOmTdN7rtatW3O7XcbiN1lY97N27do1GB+Tm5vL7Z6FhYU1KJto3jTJcZU1SvLy8rBv3z4A+l3K2HbJyck4d+4c97m+eBrNbVpjKxoFBQXYv3+/SePUXF3Ny8vD9evXcfDgQe64sZzxQqGQq0ZcVVWF77//3qRzNgZLnktzC9WYa1NTKC8vx4EDBwwev3DhAudy0KNHD51sUpbCUt+bJXXP0dER/fv3BwAUFxdzaWb18fvvvxtdfbKlDjZHbKlnTZkrrDF3WQpLjs2cucXWuisQCLjz1dTU4McffzRbBpseHIBOvQxNbty4oZXVqrlgy/E3V523xvNPc7fA3J2a/v37w8fHB0DdzvOePXtM7ltTU4NNmzbpPcYaFmfPnsWwYcNw4sQJfP3119i3bx/i4uKgUqkwf/58XLx4EceOHcPGjRvx7bffYuvWrQDQpPp2lj73jBkzDO70CQQCREVFAairj2hssaKmpobTRVNczzQN+4ay7hHNnyYZNZpGCfvSoW/3RTOu5siRIwDqMoDoy4jUoUMHbkI6ffq03pWk0tJSzJ0716xVv/puJaw7iZubGwYNGmS075w5c7jVv59++gk//vij0ZWW0tJSfPvtt1yedHOw1Lk0DUtrPni/+uorvb9Rdna2lm/sq6++arUxAJb53iyte5qB5v/v//0/vYW9bt26hf/9738NyrKlDjZHbKlnjZ0rrDV3WQJLjs3cucXWuvvGG29w1/rTTz9h69atBlfrKysrdWqtdevWjUsbe+zYMSQnJ+v0y87OxoIFCxo1Pmtjy/E3V503R0fPnz+Pn3/+2Whq6AcPHiA+Ph5AncHU0K5UfZydnbXiyf7f//t/2LNnj9FdpKqqKvz8888YNWoUrl69qrcNe48MGTIE77//PlfjCQCX0KC4uBjr1q3TyrrWrVs3eHp6au20mYutz/3kk08CqIsDS0pKMjoudn4xJUlAYmIi9/eAAQPMGhPR/Gh0ogBA24BhM9XoM2p8fX3RsWNH3L1712g7oM4f+MUXX8TmzZuhUCgwZcoUvPDCC4iJiYFQKERqaiq3sj1mzBitVVRj9OjRA+3atcODBw+wf/9+ztd4xIgRDWa7CAoKwurVqzFv3jwoFAqsWrUKe/fuxbBhw9CpUyc4OTmhuroaDx48wM2bN3H9+nWoVKpGVaq21Lk8PDwQGRmJ1NRUXL58GUuWLMGTTz6ptYLVmCwumgwcOBDx8fGYPHkyxo4di969e4PP5yMpKQl79+7l3BGHDRuG4cOHN+lcDWGJ783SutevXz+MHz8ee/fuRXl5OSZMmIAXXngB3bt3B8MwuHHjBrd6OXDgQK1dTGtcX0vF1nrW2LnCWnOXJbDk2MydW2ytu23atMEXX3yB999/H2q1Gl9++SX27duH4cOHo127duDxeCgsLMTNmzfx999/Y8SIEVoLdCKRCFOnTsX69euhUCgwdepUvPjii4iJiYFcLkdCQgIOHjwIhmEwePBgnD59ulHjtBa2HH9z1XlzdLS4uBjLli3DypUr8cQTT6Bbt25o06YNnJycIBaLkZSUhOPHj3PzzCuvvNKojISTJ09GWloadu/eDblcjkWLFuHnn3/G4MGD0aFDBzg7O6OyshKFhYW4ceMGbty4wSVJmTBhgl6Z7G6JvgQcrBE5atQoLlSARaVSoaamBt7e3mZfh73O/eyzz3JJKa5cuaJVgFXfuADTdmo0E1eZEn9DNG+aZNT4+PigU6dOWgGZhh5ETzzxhFb1Y0P1aQDg3XffRXp6OuLj4yGXy7Fjxw7s2LFDq83EiRMxc+ZMsybJ5557DuvWrdMKnjTmTqLJwIED8csvv2DhwoXIzc3FgwcP8NNPPxls7+Li0ujUjZY61zvvvIM5c+ZApVJh165dXLY6Fn07B+YQExODUaNGYfHixdizZ4/eLfWBAwdi5cqVTTqPqVjie7O07n322Weorq7G8ePHIZPJ8Ntvv+G3337jjotEIixduhQ5OTlGjRpLXV9LxB561ti5wlpzlyWw5NjMnVtsrbujRo2Cs7MzPv74Y4jFYi5phT70BQbPmjULiYmJOH/+PGpra7F582at466urli5ciWSk5ObnVED2Hb8zVXnTdVRNv5GoVDgwoULXOr2+vB4PEydOhVvv/12o8e0dOlSdOzYEWvWrEFtbS3u3LnTYEKLsLAwvTvE1dXVyM3NRVBQkN4dCTYxh75CxPfu3YNCoWh0DIk9zh0eHo6IiAikp6fjyJEjmD9/vt52mkZNQzs1d+/e5dqPHj2akgQ8AjTJqAHqjBX2pmzbti2CgoIMttN8mTO2CicSibBx40bs3r0bBw8eREZGBhQKBfz8/BATE4MJEyagf//+yM3NNWus7IsKS0hICHr37m1y/549e+LPP//E0aNHcebMGSQlJaGsrAxyuRyurq5o3bo1IiMjERsbi2eeeaZJqQEtca6BAwdix44d+OWXX3Dz5k2UlJSYlB7XHMaOHYsuXbpg27ZtuHTpEoqKiuDs7IyIiAiMHz8eo0ePtuj5GqKp35uldc/BwQFr1qzBn3/+id27d3MFav39/fHEE0/glVdeQXh4uJZeWvP6Wiq21rPGzhXWmrssgSXH1pi5xda6O2jQIJw8eRJ79+7F2bNnkZmZiYqKCggEAvj7+6NLly545plnMGLECJ2+IpEIP/zwA/bs2YMDBw4gMzMTCoUCgYGBePrpp/HKK6+gTZs2el27mgO2HH9z1XlTdXTMmDGIiIjApUuXcOXKFdy5cwfFxcWQyWRwcXFB69at0atXL7zwwgsmuTM1xPTp0zFu3Djs378fly5dwu3bt1FeXg65XI5WrVohICAAHTt2RI8ePdC/f3+DRWTT09PBMAyXwKA+7Mu6vsQp7LHG7kzY69yTJ0/GkiVLkJ2djRs3bqBnz54G5fv7+3NxTIZgM1wKBAJMmjTJ7PEQzRCGIMzg0qVLTFhYGBMWFsasXbvW3sMhCIIgiMeOX375hQkLC2PWr1+vc0ylUjHdunVjYmNj9fZdvnw5ExYWxhw6dKhFnVsqlTKxsbFMWFgYs3jxYr3Ho6KimLCwMGb27NlGZSmVSmbQoEFMWFgY884775g9FqJ5YtuyvQRBEARBEESTYHck9O0e3b9/HxKJxGBMibG+zfncjo6OmDlzJoC65FT1U5Zfv36dcxnWt4ujyZEjR5CXlwc+n4958+aZPRaieUJGDUEQBEEQRAuCzT6mzzhg67SwaZD19XVyctIpdLlu3TqEh4fjo48+svm5TeWll15CSEgIZDKZTsp2zRAHY4VgVSoVNmzYAKDOtVkzDTrRsmlyTA1BEARBEARhG5RKJTIzM+Hj44OAgACd46xhoW+3pKCgAGKxGN26dYNAINA6xqZC1kzPbKtzm4qjoyM++eQTzJs3D7t370Z0dDTkcjnOnDmDM2fOAAB69eplNBHBkSNHcP/+fbi5ueH9999v1DiI5gkZNQRBEARBEC2Ee/fuQS6XN8rFy1igPnvMWKZHa53bHJ599lncvn0bxcXFXJFrlqCgIKxYscJo/zFjxpic+ZZoWfAYxkj1J4Kox+XLlzFt2jQAdfnp33rrLTuPiCAIgiCIpqBSqdC3b1907doVW7ZssfdwTOLs2bOYPXs23N3d0a5dOwwaNAjTpk3jiv0Sjx9k1BAEQRAEQTzGJCYmYuLEidi5cyd69Ohh7+EQRKMgo4YgCIIgCIIgiBYNZT8jCIIgCIIgCKJFQ0YNQRAEQRAEQRAtGjJqCIIgCIIgCIJo0ZBRQxAEQRAEQRBEi4aMGoIgCIIgCIIgWjRk1BAEQRAEQRAE0aIho4YgCIIgCIIgiBYNGTUEQRAEQRAEQbRoyKghCIIgCIIgCKJFQ0YNQRAEQRAEQRAtGjJqCIIgCIIgCIJo0ZBRQxAEQRAEQRBEi4aMGoIgCIIgCIIgWjRk1BAEQRAEQRAE0aIho4YgCIIgCIIgiBYNGTUEQRAEQRAEQbRoyKghCIIgCIIgCKJFQ0YNQRAEQRAEQRAtGjJqCIIgCIIgCIJo0ZBRQxAEQRAEQRBEi4aMGoIgCIIgCIIgWjRk1BAEQRAEQRAE0aIho4YgCIIgCIIgiBYNGTUEQRAEQRAEQbRohPYeAEEQBEEQxOMCwzBgGMbewyCIZguPxwOPxzO7Hxk1BEEQBEEQVoJhGFRVVaGyshK1tbVQqVT2HhJBNHsEAgFcXFzg7u4ONzc3k4wcHkPLBQRBEARBEBZHrVajoKAAFRUV9h4KQbRYPD09ERAQAD7feNQM7dQQBEEQBEFYgYqKCs6g8fb2hpubGxwdHRvlWkMQjwsMw0Amk6GqqgplZWUoLy+Hk5MTvLy8jPYjo4YgCIIgCMIKiMViAIC/vz98fHzsPBqCaDm4uLjAxcUFQqEQRUVFEIvFDRo1lP2MIAiCIAjCwrCrzQDg7u5u59EQRMuEvXdkMlmDCTbIqCEIgiAIgrAwmi9gAoHAjiMhiJaL5r1DRg1BEARBEARBEI80ZNQQBEEQBEEQBNGiIaOGIAiCIAiCIIgWDRk1BEEQBEEQBEG0aCilsx25f/8+bt68iaKiIpSVlUEmk8HT0xPe3t7o2LEjevbsCWdnZ3sPkyAIM6F7m7AVpGsEQRB1kFFjYxISErB7926cP38epaWlRtsKBAJERUVh9OjRGDNmDNzc3Gw0SoIgzIXubcJWkK4RBEHowmMayo9GWISDBw9i48aNuHPnjlZKOhcXF3h6esLT0xOOjo5c9WGxWAy1Wg0A4PF4cHJyQlxcHObNm4egoCB7XQZBEPWge5uwFaRrLQu1Wo3bt28DAMLDw8Hnk8c/QZiLOfcRGTVW5vLly/jqq6+QlpYGhmHg4eGB4cOHo3fv3ujWrRvatWunt19NTQ2Sk5ORmJiI06dP4+bNmwAAR0dHTJs2DbNmzYKrq6sNr4QgCE3o3iZsBelay4SMGsKWXLp0CVu2bEFiYiJqa2sRHByMESNGYObMmXBxcbGp3NOnT+P8+fNISUlBQUEBxGIxhEIhQkJCEBsbi+nTpyMkJMSk85NR04yIiIgAAPTv3x8vvvgiBg4cCAcHB7Pl5Obm4sCBA9i+fTsqKirw5ptvYt68eZYeLkEQJkL3NmErSNdaJmTUELZi27Zt+OKLL8AwDAIDA+Ht7Y07d+5ALpejY8eO+O233+Dp6WkzuVOnTsWVK1fg4OAAPz8/eHt7QywW4+HDh1Cr1XB2dsb69evRv3//BsdARk0zYsaMGXjrrbfQrVs3i8iTSCTYvn07XFxcMGXKFIvIJAjCfOjeJmwF6VrLhIwawhYkJydjwoQJYBgG//3vfzFx4kTweDwUFhZizpw5SElJwbBhw7Bu3TqbyT1w4AACAgLQq1cviEQi7vPs7Gx88sknuHr1Kry8vHD69OkGd5HIqCEIgiAIgrAjZNQQtmDu3Lk4deoUxo4di6+++krrWFZWFkaOHAm1Wo2DBw9yu772lFtSUoKnnnoKAPDjjz9i4MCBRtubcx/RHUYQBEEQBEE0S86fP4/33nsPgwYNQkxMDGJjY/Hiiy/ihx9+QEVFhb2HZ1dqampw/vx5AMDEiRN1joeGhqJfv34AgOPHj9tdLgD4+vpyLmtSqdSsvg1BKZ2tzJgxYxAZGYk+ffpg3Lhx9h4OQRAWgu5twlaQrhGPI5WVlVi4cCHOnj0LAPD390dERATKy8uRkJCAhIQEjBo1Ch4eHvYdqB1JS0uDXC6HSCRC165d9bbp1asX4uPjkZiYaHe5AHD37l2Ul5eDz+cjMjLSrL4NQUaNlbl9+zYyMjKQmJjIPYxeeuklREZGokuXLoiKikKnTp0aFfRJEIT9oHubsBWka8Tjhlwux5w5c3Dt2jXExMRg0aJF6N69O3c8Ly8P27dvR5s2bewyvu+//x7nzp0zu19kZCQWL15ssXHcv38fABAcHGzw/m/btq1WW3vIZRgGZWVluH79OlauXAkAeO211yz++5FRY2UWLVqE1NRU1NTUcJ8lJCRwqTUBQCgUolOnToiMjOQeUl26dKEq0ATRjKF7m7AVpGuPNnv27MGSJUtQVVVl76GYjZubG5YuXYrx48dbVO7KlStx7do1REVFYdu2bTp6HBISgg8//NCi5zSHrKws3Lhxw+x+QqFlX7tZ9ztju1XsMXNc9Swl9+DBg/jggw+0PuvQoQNWrlyJ0aNHmzweUyGjxsq8/PLLOp+9++67SEtLQ1paGrKzs6FQKLh/79+/H0BdobR27dpxD6jIyEhERUXB3d3d1pfQINbIjd4YmYMHD0ZeXp5Rubdu3YKjo2OjxkQQmjwO9zbRPCBde7RZsWIF0tPT7T2MRrNixQqLGjXZ2dn47bffIBQKsWrVKpMM84cPH2LZsmW4ePEiGIZBbGwsPvnkE61aKH/++SeOHTuGpKQklJSUIDAwEE8//TTmzZsHLy8vs8a4fPlyLF++3OxrszQymQwAjO7SstnH2La2lOvj44OePXuCYRgUFBSgsLAQWVlZOHz4MPr06YPAwECTx2QKZNTYgVmzZnF/V1dXIz09Hampqdx/9+7dg1KpxP3793H//n0cO3YMQN0DqmPHjhg+fDimT5/eLIqm1c9hHhQUhDt37mDDhg04ceJEo3KjN1VmWFiYwe+Gx+OZNRaCMIdH6d4mmjeka48OH3zwARYvXtxid2oWLlxoUZmHDh2CQqHAqFGj0L59+wbb19bWYtq0aXB0dOSydK1ZswbTpk3DoUOH0KpVKwDApk2b4O/vj7fffhvBwcG4e/cu1q9fj/Pnz+PAgQMtcleTXaRVKBQG28jlcq22tpTbv39/rVo0OTk5WL58OU6ePImJEyfi6NGjcHNzM3lcDUFGjZ1xdXVF79690bt3b+4zuVyO27dvIy0tjXtAZWRkQCqVIjMzE3fu3MEff/yBnTt3WlQZzCU5ORlffvklAODzzz/Xm8N88eLFZuVGt4TMRYsW4YknnmjaxRFEE2nJ9zbRsiBda9mMHz/e4u5bLZmLFy8CQIOpfll2796N3NxcHD9+HO3atQNQl/p3+PDh2LVrF1577TUAdXEw3t7eXL++ffsiNDQU06dPx59//omxY8da9kIswNtvv43i4mKdz9euXQs/Pz+TXMBMcSWrj7XktmnTBmvXrsWYMWOQmZmJ7du3Y86cOSb3bwgyapohIpEIMTExiImJ4T5Tq9XIzMzEuXPn8Msvv+DevXvYuHEj3n33XbuN87vvvoNarcbYsWMxadIk7vOAgACsXr0aI0eOxIkTJ5Cenm5yDnNryCSI5kJLubeJlo+1dc2SbsenT5/G+fPnkZKSgoKCAojFYgiFQoSEhCA2NhbTp0/XciOqj0KhwNatW3Ho0CFkZ2dDJBIhIiICL7/8MoYNG2b2tRH25eHDhwD+DURviNOnT6Nbt26cQQPUvTz37NkTp0+f5owaTYOGhb0/CgsLzRqjrRIFJCcn63WrZ12+QkNDAQD5+flQKBR63cWys7O12pqCteQCgEAgwIABA5CZmYnk5GSz+jYEGTUtBD6fj/DwcISHh+Opp57CCy+8gFOnTtntxcfUHObx8fE4fvy4SQaINWRam6SkJCgUCvD5/GYdqyOTyaBWq+Hg4KD1kkPYH2vd2+fOncPMmTMB1AXVnj592hLD5SDdb3lYStcs7Xa8ZcsWXLlyBQ4ODvDz80NYWBjEYjHu3r2LzMxM7NmzB+vXr9dyY2GRyWR49dVXcf36dQgEAnTq1AkSiQSXL1/G5cuX8cYbb2DBggVmXV9DmKr7DMNAJpNBJBJBIpHYvPgmwzBgGAY8Hq/R8a32oLa2FoDpNUzu3LmDZ599VufzTp06NVhD5dKlSwCAjh07mjVGWyUKaGjejoyMhIODA+RyOW7duoVevXrptLl+/ToAaGWPawhryWVRKpUA6hZaLAkZNS2QqKgoODs7NxgUb02skcPcUjJ37tyJzZs3QyqVwtfXF71798bo0aOt4juuUCjAMAxUKhU3ETdnjPnHEvbHUvd2dXU1Pv30UwuNSj+k+y2bxuqaNdyOX3jhBcydOxe9evXigo+BupXgTz75BFevXsWCBQtw+vRpnZfzFStW4Pr162jdujV++ukndOjQAQBw6tQpvPPOO/jpp5/Qs2dPDB482KzrNEZjdN/SL2/mwDCM3c7dGIKCglBRUYEbN27gySefbLB9ZWWl3uQXHh4eqKysNNivoqICy5YtQ1hYGAYNGmTWGJtLooBWrVqhf//+OHPmDHbv3q1jfGRlZXGG24gRI+wuF6hzjWVrD1m6To1tlw0eQzZt2mTxiqm3bt3C66+/jh49elhUrjlYIze6pWQeO3YMZ8+exaVLl3DkyBF89tlnePbZZzk/XUti65W3ptLSxtucac739sqVK/Hw4UO9q5eWgtUldhXY3P80g3KdnZ0bJcOQvLt373KZwFg3jZas+81J11gX4TFjxmDSpElc8hXWRZjP53MuwqYyduxYxMbGahk0QN18/8033wAAxGIxrl69qnW8pKQEO3fuBAB88cUXnEEDAEOGDMGMGTMAAOvXrzfrGhuC1SW5XI6CggKUl5dz/zk4OGjpJNuWz+dr/acpyxL/6ZPH0tIS5LAug5s2bcLJkye1jlVUVGDPnj1a6cwB869RJpPhzTffRGVlJb7++msIBIImjdmezJ07FzweDwcPHsSuXbs4I7aoqAjvvfce1Go1nn32Wb3eLT///DMGDx6Ml156yWJyk5KS8M033yArK0tH5v379zFnzhxkZ2fDxcVFr1dOU6CdGiuzYsUKbNmyBTNmzMC4ceOalErz2rVr+Omnn/D3339j3rx52Lx5swVHah7WyI3eVJk9evTA7Nmz0atXLwQHB0OhUOD69etYu3YtUlNTMWfOHOzYsQNRUVEmjccUHB0dW8QqNUtzdhNqaTTXe/vatWvYuXMnhg4disGDB+u8FFgKVvednZ3RpUsXs/urVCruxSQ8PLzJLxVVVVXIyMgAALzyyiuQSqXg8/k4dOgQAgMDW7TuNxdds4eLsK+vLzw9PVFeXq5j2J0+fRoKhQLt2rVDv379dPq++OKL+O6775CSkoLs7GyTYzQagtX9u3fvYurUqejYsSNGjx4NT09PjB8/nrsf1Go1bt++DQBaBg7DMNxzw8nJqclGhyF5EokEarW6xRk1r732Gs6dO4fExETMmzcP3t7eCAoKQmlpKQoLC8EwDJfNDwDc3d31vhNUVFTovVcUCgXefvttJCUlYdOmTejUqZNVr8fadO3aFR999BGWL1+OJUuWYMOGDfDy8sKdO3cgl8vRvn17LF26VG/fqqoqg7u1jZVbW1uLDRs2YMOGDdxvJxQKUVxcjPz8fACAp6cnvvnmGwQEBFjuiwAZNVZn1qxZ2Lp1K7766iusXr0azzzzDOLi4tC7d2/4+PgY7cvWHTh9+jSOHDmCvLw8MAyDrl27WnUF1hSskRu9qTJXrVql9W9nZ2cMGjQIsbGxmDx5MlJSUrBy5Ups2bLFpPGYg7OzM8LDw83up1KpkJSUBKAuYLGpL3aG5N2+fRsSiaRJsgltmuO9LZPJsGjRIri4uGDx4sVW2Z1sThQXF6OsrAzp6en46KOPsH37du6Yv78/nn/+eTg5OdlxhJahueiaNdyOG+Lu3bsoLy8Hn8/XcVVhjWJ9/v5A3e5R69atkZubi5s3b1rMqGHh8/lwcnJCXl4eNm/ejMGDB8PT0xM+Pj7g8XgoKyvjgqzZ+BZA2x3MEq5hlpZnb5ydnbF9+3b8/PPPOH78OO7fv4/MzEz4+vpiwIABGDhwoFaq506dOiEzM1NHzt27d3UMFpVKhffffx/x8fH4/vvvDepOS2P69OkIDw/H5s2bcevWLZSWlmol72DTWttCbkREBBYtWoQrV64gIyMDDx48gFQqhaurK3r16oUBAwZg0qRJehM3NBUyaqzMu+++i8mTJ2P16tU4cuQITpw4gb/++gtAnd9oeHg4vL294eHhAZFIhMrKSlRUVCAnJwfp6emcHzjDMGjbti3mz5+PuLg4e14SAOvkRrdWvnUnJye88847eOONN3Dp0iWD/rdNgcfjNdkgEQgEFt0C15TX0lbqWgLN8d7+9ttvcf/+fSxevNjiK2CGYGMLzEWzj7n9JRIJ9u/fjwcPHuDmzZv466+/tO6dp59+Gv369YODg8MjofvNRdes4XasD4ZhUFZWhuvXr2PlypUA6lbv27Rpo9WOdW/RzHqlbzy5ublNGo8hwsPDceHCBZ3P6698CwQC1NbW6nWBtPRi06OyeCUSiTBz5kwu2YkxBg8ejP/973/IycnhdCQ3Nxc3btzA+++/z7VTq9X48MMPcerUKaxZswZPPfWU1cZvD2JjYxEbG2tWn7feegtvvfWWReV6eHhg6tSpmDp1qlljsQRk1NiAgIAAfPXVV3jvvfewe/du7Nu3DwUFBcjPz0d+fr7ehy672iIUCjFw4EBMmjQJAwYMaDYPaGvkMLdWXnQA6NmzJ4C6SS07OxvR0dFm9ScIfTSnezstLQ2bNm1C165dMXny5CbJMgeJRKLj324u7O6iOURFRSEqKgqjRo3CJ598onWMDWR/lGgOumYNt2NNDh48iA8++EDrsw4dOmDlypUYPXp0k8ZjLGCcaNlMnDgRv/76K+bOnYv58+eDx+NhzZo1CAwM1CoNsXTpUhw+fBivvPIKfH19teatwMBAi1e3J2wPGTU2JCAggLOKMzIycPXqVdy6dQtFRUUoKyuDTCaDp6cnvL290alTJ/Tu3Rs9e/ZslhWfrZHD3Jp50TVlNWZVmSCMYe97W6VS4f/+7/8A1D24W3JQPGEce+qaNdyONfHx8UHPnj3BMAwKCgpQWFiIrKwsHD58GH369NF56TRnPJZOtMCeVyQSwcvLC7du3cLMmTNRUFDAHQ8NDeVerisrK+Hv7w+hUAiGYbgdFWdnZ4vE1OiTJ5VK7Zp1zVa4uLhg69atWLZsGT744AMwDIPY2Fh88sknWu5RbF2ZrVu3YuvWrVoy3nzzzQZ3LIjmDxk1diIsLAxhYWGYMmWKvYfSKKyRw9yaedHZAGIANnPLIR5P7HFvb9q0CSkpKZgxY4bN6zfZMp4sNTUVb7zxhla8RqtWrRAXF4eIiAgua9LjEk9ma12zloswS//+/bVq0eTk5GD58uU4efIkJk6ciKNHj8LNza1R47FGbJWDgwN3vw0dOhT79u3DnDlzcOXKFQB1LnhFRUXw8/Pj3DTrG2A8Hs+iHhiWltdSCA4ObjCNuKVrdRHNDzJqiEahmcP822+/hYODg1Zl6X79+pmdw9wSMg1VlmYfbJ06daItZuKRIisrC+vXr0fr1q3x5ptv2vz81ownYxMBeHt7IyEhAZMnT0ZpaSl3PDIyEnFxcWjVqpXWDizFk1kHa7oI66NNmzZYu3YtxowZg8zMTGzfvh1z5szhjrOxkaaMx9JxlPpo06YNRo0ahcjISBw6dAg1NTWcMVNSUgIPD49HInEFQTRXyKghGs3cuXNx5swZLsNSQEAAgoKCkJmZiR07dgAABg4cqLNy/NJLL6GwsBDTpk3D9OnTLSJz06ZN4PP5+OOPP5CYmMhVlq6ursbly5e5drS9TDxqfPrpp5DJZPjss8+0arW0ZGpra7Fnzx5kZWVBLpfjr7/+0qpR4uTkhFGjRiEmJoYzWsh4sT7WdBE2hEAgwIABA5CZmYnk5GSd8dy4cQMPHjww2N/S4zGGn58fQkNDwePxMHv2bK3sg0qlEhkZGQgKCqKFNYKwEjY3ajTTGhItGx6PB5FIxP2eIpEIQqFQq4CaUCjU8ektLS1FUVERampqdI41VmZRURF+/fVXAHUvPB07duQy6Gg+eEUikUV9jDVTdDZGrmafhuoJPK5uBYRxUlJSwOPx8NFHH+kcY+MIHj58yGX6WbduHZc4w55oPgfq6/7evXuRk5OD/Px8HDp0CGKxmHM1euqpp/Dpp58iKytL62VWM12vprym3qPEv0RERHAuwomJiXr16Nq1awCAbt26Wez7Zt3L1Gq1lsxu3bph//79uH79ut5zFRYWIjc3F0BdzQ1LjcfYO8yECRM4g3zIkCHw9fUFj8fj3n3y8/NRXl5uNGMbQRCNw+pGDcMwqKqqQmVlJWpraylIuwEkEgkqKiogkUigUCjAMAx4PB4cHBzg7OwMDw+PZrMam5eXhyVLlnABqGyhLwcHB7i6uqKsrAwAkJiYqLXlPnfuXCgUCvj7+3OFyZoqc8iQIVw+eoFAwL3UCIVCLlBQLBajtrZW55xNgQ1UlUqlSExMhFAohFCofVsplUoolUq9xzQfjmlpaXpXPjX7Ozo6wsXFBe7u7nBzcwOPx9Ny0amf9509ZsznnGg+XLt2DZcuXTLbjYxhGJSUlBg8rlarueP20oX6zwKlUskdy8zM5IwQpVKJ4OBguLu7o127dlyMBY/Hg7u7O0JDQ+Hg4AA/Pz/06NGDuzcEAgEXO6Mpj71HZTKZRe/95kxNTQ3y8vLg4eFhMIawsLAQqampGDRokFmyu3fvjqtXr2LFihUQCoXIyMiAVCqFn58fYmJiOBfh8PBwk75vhmFw+/ZtXLlyBWlpacjNzUVtbS1atWqF9u3bY+DAgVz6aj8/Py2ZrGHw4MEDowVg27dvD6lUarHf31jSARcXF7zyyisoLi5GaWkpFAoFBAIB3N3duSQCmjFecrm8RReGJYjmhFWNGrVajYKCgkaldnwcYeM+PDw84OnpqbVyqbnDxRY/sycMw8Df3x/+/v5wdHTUm23Jx8cHarVax1feUFBxU2Q6OzujY8eO4PF4en2WGYbhXvjVarXFskOxvwO7CswwDJRKJTc+lUoFhmEgEAi0jrErdyqVihuvSqXSe5ztr1arIZFIoFQqUVVVBRcXF5w7d06r/kL79u0RFRUFAPj111+5Y/3794enp6dFrpmwHlevXsW3335rllHDrozrY//+/fj4448REhJi1yBZfc8CzXu1/lzn5eWlpa/sAkX9+J36CwX65Nl7rrQ1u3btwt69e7kFxPDwcMyZM0en8GR6ejrWrVtntlEzceJEXL16lUuH6+3tjdatWyM7O5urz9KrVy+t4ogA8PHHH6OkpASjR4/Gc889x33+xx9/4Mcff+T+HRAQAH9/fxQVFSExMZFLCuHk5MQlgmDx9PSEk5MTpFIpBAIB2rVrxxkIbKV0hmEwYcIEs67REvj5+cHHx4czpIKDg+Hp6Ym7d+9qGfTp6enw9fVFYGCgReuUEcTjiFWNmoqKCu4h5u3tDTc3Nzg6OpILjR6KiopQXFwMf39/eHt7612xVygUKCsrQ0lJCby8vODv72+HkdZRU1ODrKws8Hg8hIeH6zUS2Gtq1aqVSf7MTZGZl5eH8vJyeHp6IiQkRK/8jIwMKBQKBAUFWewFn91JUqlUqKmpAfDvCxhQt+qsuRvDHvPy8oJYLIZSqeSy+VRVVQGAzvH67jNKpRIymQz5+fmQy+VaD8L8/HzOqMnPz6dgaaJZoO9ZIBKJuBVrkUgEHo+HnJwc7j5icXV1haurK6fDvr6+eudHhmFQW1sLoG61nG3P3qN8Pr/Z7HJbiyNHjmDnzp0IDQ3FM888g8LCQpw8eRIffvghVq1apWXAsBkhzc1cp1QquUUXoO63q78I5erqqiO3oqICxcXFOtnyNONOPD094ePjA6FQCFdXV25OBOoKLD755JM64/Hy8sLDhw+hUqnw4MEDdO7cGbW1tZzb2auvvopXX33VrGtsiPT0dJMy6mnOu2q1GiKRCL6+vlo6rlQq8fDhQ9TU1KBjx45k2BBEPTTdRht6l7GqUSMWiwEA/v7+8PHxseapWjyVlZXw8fFBUFCQwTaOjo4ICgqCWq1GRUWFXYMNFQoFF/9S36WKxcnJCTweDwqFwqSdkabIZPsa2uEB6r4/pVJp8nhMgZXD5/PNMpTkcrlW/nxAO1uQvuOaVFRUQKFQoEePHgbbDB061OTxENbj448/Nrnto+oeVf9ZoFKpIBaLOSOjqKgIYrGY260G/jXu68fEGXLVYRhG635kH36anz3q9Xt+/fVXhIWFYe/evdwO1Z07dzB//nzMnz8fK1aswMiRIwFA5/sxlQ0bNoBhGDz11FMQCAS4desW7t69y2Wo3LVrF86dO4eMjAythC6aCR00zzlq1CgIhUJcv34dGRkZyM7OhlQqhaurK3r16gVHR0fEx8cjPj5e73jZf0+aNAkJCQnIysqCg4MD+vbti5dffhnDhw836/pMwdRFInYRS6lUQiqVcou6+moGVVZWIiUlBaGhoTbJ1EYQLQXW3ZPdrTeG1YwahmE4X2a6QRtGoVCYnOrR2dkZ5eXl1h1QA7CuDcZWlTRdsKwt0xrjac60atWKiy8imje///671sp2Qzxqu2r6ngVisRgKhYIzakpKSrTuS9YFVzP+hy1ySBgmIyMD8+fP13K569SpE3bt2oXZs2djwYIFkMlkGDt2bKPk19TU4Pz58wCAefPm6a0llp2djfj4eBw/flzLqDHk/hgcHIzp06frZMJkSU1NxfPPP4/y8nKUlZXB19dXb7u4uDh8/vnnZl6R9XFzc4NYLIZYLNY7dnd3d1RWVoJhGMjlcmRkZMDPzw+tW7emXRvisYdhGG5RTLNGlSGsatSw0I3ZMA4ODqipqdEJ9NZHTU2N0QrKtoD9fRvK1gXA5IwzTZHJ/ttYX3ZFzxrZ95RKJbKyssyWzefz0bFjRwDA3bt3zfqu1Go1MjIysHDhQq2CdwcOHAAAjB07FjKZDCKRCD/++CMVHbUTvr6+iI6Oxtq1axts+8MPP+C7776z2LnHjRuHcePGWUxeY6j/LFAoFJDL5TqZ/9jjwcHB8Pf353ZkVSoVBAKB3ee8lgCfz9e7w+vq6opNmzZh7ty5+OSTTyCTyRrlipeWlsbFdHbt2lVvm169eiE+Pl6rQGpTYA1iwHgBzZ07d2Lz5s2QSqXw9fVF7969MXr0aL27IpaCjXs0hqurK8RiMaqqqri4SwcHB07nW7VqBUdHR5SXl3NGfElJCSoqKhAQEABPT0+Dngua42DlqVQqreck+zll/iNaEmq1GlKpFGKxGNXV1QBMq31FdWqaCV5eXigsLARQFwzv7OysEzwrkUhQWlrKTXb2pH66VH2wx0x1b2iKTFMMFlMMn8bC4/Hg5+fH/ZtdKdV0p9E85u3trZOVjF3F0zxuqL+npyfS0tLg7++PWbNmcdem+fCbPXs2F5BK2XXsR3R0NFJTU00KWG/o5UUfDMMgISEBp0+fxvXr13Hv3j1UV1fDzc0NkZGRGDt2LEaPHt1sdoBUKhUkEgkqKyu1dl7YrH4eHh7cWB0cHMiYMYPWrVsjJSVFb2C8o6Mjvv/+e8yfPx+fffYZevfubbZ8NvFIcHCwwd+FTUigmcCkKRw9ehRAXTppYwbKsWPHtP595MgRrFmzBqtWreLSmVsaiUTCJUwwBTYGksfj6Xhb6CtAW1JSYjSroTk86q6XxKNNSEiISQsxZNQ0E3x9fblEAGxALes/yGbNYvHy8jK4BW8rTHHlMsUlzFIyrTGexqLpJlM/ToA9xufzuWQA+vpqHtfXn80CVd9YadOmjdbflnqxIBpPVFQUzp49i6KiogaTe7i5uRmNq9PHpUuXtFx32rRpg5CQEOTl5eHixYu4ePEijh49inXr1tk9E5hSqUReXh7EYrGWkeXt7c3pMu3sN55+/frh8OHD+OSTT/T+1g4ODli3bh0WLFiAP/74w2xDl302GVsxZY9ZIutpSkoKdu7cCQCYOXOm3jY9evTA7Nmz0atXLwQHB0OhUOD69etYu3YtUlNTMWfOHOzYsYNLoGJPVCqVXdyf+Xy+ye7tBNFcEAqFcHNzM6uUCRk1zQQej4fg4GB4e3vr1KlhJyRnZ2e4u7s3iww+7AuIQqEwmCKZfRk39UWqKTJFIhFqa2v17mzU72uNXQuhUAhvb28dNxnWWNXnQiMQCODj48NlbPLz89M5bqg/W4fHx8cHM2fORHl5OVenhl05nDJlCsrKylBWVgaZTEa1auzE66+/jnHjxpkUD/Lyyy/j5ZdfNks+wzBo3bo1XnnlFcTFxWklZTlw4AAWL16Ms2fPYu3atViwYIHZ428KbK0ONmNWamqq1gINC3tPikQi2plpAmPGjEFxcTFSU1PRvXt3vW0EAgFWr14Nf39/pKammiWfdQUz9huxc7Om21hjKCkpwZtvvgmFQoGhQ4ciLi5Ob7tVq1Zp/dvZ2RmDBg1CbGwsJk+ejJSUFKxcuRJbtmxp0nj0UT+Tm6kolUokJycDAIKCgrhd/ps3b+Kvv/4CwzBISkrC6dOntb7HkSNH4uuvv9ZZ1FSpVEhJSQFQt4jCLgywNYQcHR0bNU6CsBeNLTZORk0zw8nJqUWsqLBZyFi3OH1+3GzaShcXF6vLdHFxQXl5OWcg1EehUHAv9dYwCg3VxwFMd6Ex5HrUUH8/Pz/OHbH+KqCfnx/8/PyQlpZGRo2dcHFxMfkeaAxdu3bF8ePH9erI2LFjUVBQgK+//hp79uzBe++9ZxM3lNraWq6qulKpRI8ePbTqpAgEAp34QUoE0HQiIyOxevXqBtvxeDyzsvKxaC48GcISi0dVVVV44403uBT1y5cvN1uGk5MT3nnnHbzxxhu4dOkSKisrLZ60qH7dpMYQEBDAyXB3d+e+2y5duiA4OBhHjhxBZmYmgLoaRCdOnMC3336LIUOGQCwW6xRddnBw4OSx93r9jHME8ahCRg3RKAQCAVxcXLjaMuxnrq6u8Pf3B8MwnAFi6oOE7c8WTWPrv7Cfe3p6GpTJBpLJ5XJuBUwfTk5OFF9CPFI0FAj99NNP4+uvv24we5Ql2bNnDx48eICcnBwcPXoU//vf/7hj7u7uCA0NhYODg8FdSqJ5YoprmSkuasaoqanBjBkzkJqais6dO2PTpk2NDvbv2bMngLqd7ezsbERHRzdKjq2ob+h7eHhg8uTJSEpKwh9//AGJRAKxWIzJkycjPDwccXFxcHd31yq6TBCPM2TUNDMkEomO+xmb654NpLXmqq+p1NbWci8kbDYXlUqF8vJyVFRUcC8obm5uOjsj9+7dg0KhgI+Pj84LlpubG6qqqiCXy7m6M3K5HOXl5VxgpT6ZmqtQ9evVKJVKbvXQngVLiceblJQUHD16FMnJySgsLIRMJoOjoyP8/f0RExODkSNHIiYmxuLnNTV7VGOpnwGqpKQE9+/f5+J5HBwcuLox7u7uaNeuHRwcHHSyojU1K6Fmf2tkOGxJWEvX2ILH+fn5UCgUeg3R7OxsrbbmIJFIMGvWLNy8eROhoaHYsmVLk3bvNMfXElL5+/n5ITQ0FA8ePNDKBtqtWzd06NABx44d41wGb9++jQcPHmD48OEQCARaRk1xcbFOIhqCeBwgo6aZwDAM8vPzucBxoVAIBwcHzh1LLpejtrYWJSUl8PT0REhIiN2yGbGrXgzDwNnZmTPA2MQGKpWKS/sZEhKi0591Bav/kFGr1SgqKuL+zb4siUQirvgSAKOB1JqFzpycnKBWqzmDxsfHh2omETZHpVLh008/xb59+8AwDAICAuDv7w9HR0fIZDJkZ2fj6tWr2LJlC55//nksXbrUosHypmaPaiz6MkCNHj0ao0eP1vrMyckJgYGBWq6gmjIsPabHEWvrWmRkJBwcHCCXy3Hr1i29dWquX78OAAZjegwhk8kwd+5cXL16FSEhIdi6datWRsnGkJGRwf1t74yhpjJhwgTOdZOlXbt2iI2NRUREBP78808cO3YMNTU1kEqlOHjwIDIzM7miqtu2bcODBw8AAP379zerKDRBtHTIqGkmFBcXc8W5fHx89K6AKRQKlJaWoqSkBCKRyG67DmVlZVAqlRCJRGjfvj1nbEkkEq1c+F5eXmalqNWUGxQUhNLSUkgkEiQkJODw4cNc0GNgYCDi4uIwc+ZMnV0rNnNYeXk5ZDIZeDweXFxc4OPjo+MOcenSJWzZsgWJiYmora1FcHAwRowYoVeusX5BQUEYOnQo5s6d2+Aumr5zDhkyBK+++mqz2IEjLM+PP/6Iffv24fXXX8fUqVP1vlwVFhbil19+webNm9GmTRvMmTPHIuc2JXsU8ehgbV1r1aoV+vfvjzNnzmD37t06Rk1WVhYuXboEABgxYoTJchUKBd566y3Ex8cjMDAQW7duRWBgoN625szbGzduBFBXgNSQvPLycmzZsgVnz55FdnY2FAoFvLy80L17d0yZMgX9+vUz+TosgYuLC1555RVut8Xb25sz7hiGQW5uLtq3b4/jx4/j1q1bAOq8H1jYnTKCeBwho6aZwGavMjTxAnVb6YGBgVCpVBCLxXYzalifaU9PT/D5fLi6umqtABcVFaGoqAhVVVV6V9oMZWHRlOvm5gY3Nzds27YNX3zxBRiGgb+/P3x8fJCbm4sNGzbgxIkT+O2333RWotjgeGNoyg0MDERQUBDu3LljVK6+fgEBAbh37x5++uknnD592mA/Y+fcuHEjTp06hR07dlCg9CPI/v37MWnSJKOZxwICArBw4UJUV1dj3759FjFqTM0e1VQqKipw7NgxHD58WOuFytfXF8899xxCQkLQr18/ODg4QCKRaL2gsTsq9etyNQZD8qRS6WNTeNAWujZ37lycPXsWBw8eRM+ePTFx4kTweDwUFRXhvffeg1qtxrPPPouIiAitfi+99BIKCwsxbdo0rRTkKpUKCxYswLlz5+Dn54etW7dqpabXpP4c6uDggOzsbJ15WywW4+uvv8bx48cBAG+99ZZeeVlZWZg6dSqKiorA5/MREhICNzc3ZGdn48SJEzhx4gTmz5+PuXPnmvUdWQJ9zzE25sbFxQXjxo1DVFQUjhw5orXz+euvv2L48OFaWRAJ4nGBjJpmgkKhMNnf3dnZWadwl61gGIZzBdOXnUzzc4lEwsUENUZucnIyvvzySwDA559/jri4OGRlZXEPrJSUFCxevBjr1q3j5NTU1CA7O5tLMODk5ARPT0+tFND15bIP5cLCQsyZM0evXEP9pFIpCgsL8e677yI1NRWLFi3S6Ve/73//+1+tc86ePRtpaWl6z2ns+2L/r1KpuH9ruvRp/v24xxjYk4KCApMDlGNiYvD77783+ZyWyB5lKjU1NVi3bp1WOvWhQ4fi+eefR1FREaefPB6Pq7FUn8am7zSEpeW1FGyha127dsVHH32E5cuXY8mSJdiwYQO8vLxw584dyOVytG/fHkuXLtXpV1hYiLy8PFRVVWl9/scff3DGh0gkMpiVrba2Frdv3wbw7/z75Zdf4pdffgEA3L17F0OHDkVgYCDu3bsHpVIJPp+P9957z+Cu0aeffoqioiKEhoZi/fr16Ny5M4C6hDMbNmzAd999h7Vr12Lw4ME6Rpo9qB9zEx4ejrZt2+LcuXNcG9bIGzJkCPr372/H0RKE7SGjppng4OCAmpoanewn+qipqbFbpiC5XM69IBuqP8N+zjAMFAqFSXVq9Mn97rvvoFarMXbsWEyaNIlbjfLy8sJXX32F5557DidOnEB6ejq3U1Q/pXNlZSWKi4vh7+/PrXrVl8sSEBCA1atXY+TIkZxczQeZoX5+fn748ssvMW7cOPz111+4efMmwsLCtMaxfv16qNVq/Oc//8Ho0aO5FWU3NzcsW7bMaF99qNVqqNVqSKVSzgWhPklJSQ3KIaxPUFAQ/vnnH4wfP77BthcvXjS6W2sKlsweZQoVFRWcQePh4YHnn38ey5cvR0BAAFenho25o8Ka1sVWujZ9+nSEh4dj8+bNuHXrFkpLS7XcwAwteOlD0xjOy8tDXl6e0faa829cXBwYhsG1a9eQlpaGyspKyGQytG7dGn379sXkyZPRpUsXvXKqq6tx+fJlAMAHH3zAGTRA3TNo/vz5OHPmDNLS0vD33383C6MG0I25cXZ21tltUyqV+PPPPzF79myKqSEeK8ioaSZ4eXmhsLAQQF1Au7OzMy5cuIDff/8dCQkJKCkpQatWrRAUFIQePXpgypQpdhmn5uq/oRcUzc9NzThTX25NTQ3Onz8PAJg4caKO3NatW6Nfv36Ij4/H8ePHMXnyZPj7+8PNzQ0ikQg8Hg9SqRQlJSWorKxEYWEhV8S0vlxNQkNDteSyDzJ949Gkbdu26NOnDy5fvoyTJ09qGSa1tbWIj48HAIwbN86svkTLZ/z48VztkGnTpiEqKkor1owtxLdt2zYcP34c7777bqPPZensUebQo0cPDB8+HE5OTigvL0dAQAD8/Pzg4+PDrbATjef8+fNazwNXV1e0a9cOgwYNwosvvggPDw+b6lpsbCxiY2NNbn/69Gm9n48bN07vvKhJTU0N+vXrB7lcrjX/du/enUtI8OqrryI+Ph6vvfYa3nnnnQbHo7mQZsjdrU2bNs2uxpe+mBvNosu9e/fGhQsXAEBvoVuCeJQho6aZwFaOLysrQ35+PtasWcNlkfH29ka7du1QVVWF1NRUpKamavkk2xJNNyZD7h2an5vqy15fblpaGpdBrWvXrnrl9urVC/Hx8UhMTNT7EHNxcUHbtm2Rn5+PsrIyFBYWcumiNeXWR1Mui77x1B93z549cfnyZSQlJWmlmM7IyOD6xsTE6BRBU6vV6NGjh96+DcGmr2a/G003PraYKVAXV8AwTJOrfBPmM2PGDOTn52PXrl04duwY+Hw+vLy8IBKJIJfLIRaLuftk4sSJmDFjRqPOY43sUQ2dDwA6duyIY8eOae3IymQypKWlAQCndyKRCBKJRK9+a2Y3tASa8tjvtqW6YFZWVmLhwoU4e/YsgLq09BERESgvL0dCQgISEhIwatQoeHh42EzXbI2h+VcTffO2Mby9vREUFISHDx/ixo0bOotJMpmMq3nWrVs3nWNA3SICq+fmoKmLt2/fbpKrZElJCYqLi7l/L1u2DNXV1ZDJZNxOHM37xOMCGTXNBB6Ph+DgYLi6uuL111/HrVu30LlzZ8ycORNdunSBg4MDnJ2dUV1djb1792pV5zaVvLw8LmW0Obi4uKBDhw4AgM2bN+PkyZPc54Zg3cCcnJzA5/MRGRmJxYsXG2yvOakzDIP79+8DAIKDgzlXO80HAZ/P574Dtq0hAgICuIc5m+JTU2599MnVN576Y2LTVz948EDLmGPdBAIDAyEQCPQaeq1bt9bb1xCaL2qGXgj1ff64BEw3J/h8Pj777DNMnjyZqx1SVFQEqVQKT09PhIeHIzo6GiNHjmy0i4s52aMsBatL+jIx6kvbrNnH1M+bOjZNWqJRI5fLMWfOHFy7dg0xMTFYtGiRVqrkvLw8bN++ndtpsIWuafL9999rxXOYSkPPg/oYmn81MfV5oMnChQvx/vvvY8WKFeDz+Rg0aBBcXV1x9+5drFmzBvn5+Rg+fLhObIrm/Fvf5dlcLJ1+3NnZWaeOG837xOOC3Y2aPXv2YMmSJTrBgy0BNzc3LF261CT/ZZlMBrVarbV6ro/169fj1q1biIqKwq+//qozOQUEBODDDz9s1HgFAoFZKZZZNPtkZ2cjPT29STIMjY1FpVLprUpd30XNlOrWbFtHR0dIpVKUlZXpyK2PPrmGqmSzdYR4PB7nu1xZWam1Gl1ZWcn1NbQLY6hvQ/D5fK2dGkOw+kdV2y3PvXv3IJVKERYWZlTPw8LCrOJaaE72KEvi4OAAhULB6aAhNHcI+Xy+Qf3ev38/li5datVngbWSB5jzLDCHlStX4tq1a4iKisK2bdvw8OFDpKamcroWEhKi93lgLV2rT1ZWFm7cuGF2P3OfQ4bmX01MfR5oEhcXh1atWmH9+vU6RpaXlxeWLFmCl156Saefpu5LJBKdOCCRSAQ/Pz+T41kM7bA3FZr3iccNuxs1K1asaNRLcnNhxYoVDT7IGIZBdnY2ZDKZ1q5HfbKzs/Hbb79BKBRi1apVOgaNPh4+fIhly5bh4sWLYBgGsbGx+OSTT3SKXprariH+97//Yfr06WAYBu3bt9cbEFpTU4P79++Dx+MhMjLSpAmajYNhC42yL0GakzEbUMrj8eDg4MC5u5iytc6OgZVhbJLXJ1ffeADt3So2GFsmk2n9duwqmaOjo8Hf1FBfQ6jVai5GKDw83CxDiLAcarUab7/9Nu7evYuePXvi119/tfkYTM0eBQCLFy9GZGSkRc5rakV6tVrNxdQ4Ozsb1NU1a9a06NgbU54F5lD/eeDo6NigrpkyzxcUFOCnn35CcnIy0tPTIZVKcerUKW632ByWL19u1cx6LIbmX03MeR5okp2djYqKCvB4PAQFBcHd3R3Z2dkQi8XYtWsXIiMj0aNHD60+mrp/4cIFrthpQUEBFxs7YMAAfP755ybtmGreIzSfE0TjsbtR88EHH2Dx4sUtdqdm4cKFDbZj/Vv5fL7RFdRDhw5BoVBg1KhRaN++fYNya2trMW3aNDg6OuKrr74CUPdiMG3aNBw6dIgzOExtZwo8Hg9OTk6QSCSoqakxaNQA5tWeqC+XXfnVdGGpL5c1UIytEgPaK8Vs2mxjgZ/65Oobjyn9mtqXaN78/fffuHPnDpydnbkAbVtjTvao5jzPPg7PAnOo/zw4e/asUV0zdZ5/8OAB/vjjD0RFRWkFlTdnrDWH/ve//8Vvv/2GiIgIHDx4kKuhplAosGXLFqxatQqvvPIKduzYgaioKL0y+vfvr+WelpOTg+XLl+PkyZOYOHEijh49Cjc3N5PHRBBE47G7UTN+/HiLb9k3N9jtcG9vb6MrTRcvXgQADBw4EEDdqptCoUCrVq30FtLavXs3cnNzcfz4cbRr1w5A3SrP8OHDsWvXLrz22mtmtTMVDw8PSCQSlJeXw9fXV2tVSa1WczV03N3dGy2XfQiw350+uaa4JABAWVkZt1vi6+ur1Vcf+uSa4tpgaDxN6Us0b44fPw4ej2ewershvvzySxQUFCA2Nlave4s5mJI9qiXwODwLzKH+86AhXTM0zw8dOhQvvfQS91+fPn24bIx79uxpEUaNNebQ9PR07NixA0KhEOvWrdOKU3VwcMDMmTNx7949/P777/jmm2/w008/mSS3TZs2WLt2LcaMGYPMzExs377dIsV0CYJoGLsbNY8DbCBhQ5Ptw4cPAfwb8Ojj44PMzExUVlZyqYo1OX36NLp168Y9wIC6CbVnz544ffo0Z6yY2s4U2MBQtrCmUCjUGpdcLodSqQSPx9Nyo2IDQx8+fIjKykq4uLjo7Fp5eXmhpKQEcrmcM2ry8/Mhk8lQXFwMuVwOoVDI1fJhq5e3adMGBQUF8PLy0lqlU6vVEIvFKCgoAFBnVHbq1ImTq1Ao9BqZrNzQ0FDuM/Zvc/s1tS/RvGHTqI4aNcqsftOnT8ewYcNw8uRJDBw4EMHBwVYYHdGSqf88aEjXDM3zMTExSEpKwtKlSy2ua7ZKFGCNOfT69etgGAbt2rUzmHjn6aefxu+//26wFpghBAIBBgwYgMzMTC6DGkEQ1oeMGhug7yVfH6zxwwYMikQiuLu7o6KiAlVVVTq7NXfu3MGzzz6rI6dTp06cj7057UyhqYGhKpXKYGYkgUCANm3a4MGDB/Dz84NQKIRcLsfRo0cRFhbGZTxjd4bYlNfR0dEoKSlBSUkJhEIhdy65XM7t0Li7uyMwMBAeHh5wcHCAXC7HrVu30KtXL51xsHI1swxFRkY2ql9j+ubm5qK8vByenp6N8nMnbEdRUREEAoHZmaSCg4MxbNgw/PHHHzh16hSmTp1qpRG2LEj3/6X+86AhXTM0z0dFRSEtLQ0qlcriumarRAFNmX8Nwbozm+IireniaSpsjRhTM4+tWbMGZ86cwdixYzn3QYIgzIOMGhvAMIxJgX9BQUGoqKjAjRs38OSTTwKo292pqKhATU2NjlFTWVmp18XLw8ODy7hlTjtT0AwMZXdQqquroVKpIBAI4OrqCn9/f51dJVNp1aoVOnbsiOLiYvTo0QNXr17FiRMn0LdvXy25WVlZuHTpEoC6lUs/Pz/U1tZCLpdzRdXY8Xh6enLX36pVK/Tv3x9nzpzB7t27dR6OmnJHjBihNa7G9GtqX6J5o1KpzIpJ02TUqFE4duwYrly5QkYNoUP950FDumZsnlepVGAYxuK6ZqtEAdaYQ9m41aysLOTk5OiNd2ULLpsS46qJXC7n6gpZKjEHQRANQyk2bIBQKIRKpWpwxWbYsGEAgE2bNunUgikpKcGePXs4FwQWcwLxLY2joyNat26NiIgIREVFISIiAq1btzZq0LRu3RrR0dEGM8Bpyv3ggw/A4/Fw9uxZXLx4kXM5KCoqwnvvvQe1Wo1nn30WMTExCAgIQPv27REeHo7IyEhcvXoVc+fOxYcffqjzoJ87dy54PB4OHjyIXbt2cfUr6sutvyLa2H7m9mVd+hqTfpuwLT4+PqisrGzUSi77YpaZmWnpYbVYSPf/pf7zQFPXKioqGvU8aMm61pT59+eff8bgwYO14tf69+8PX19fKJVKvP3221rfjUKhwMaNG7F//34AwNixY7XkJSUl4ZtvvuFqkGly//59zJkzB9nZ2XBxccHEiRNNuj5vb2+EhIRYtWAuQTzq0JPDBgiFQigUigbT9b722ms4d+4cEhMTMW/ePK7icUFBAcrKysAwDI4dO8a1Z13T6lNRUaH1Im9qu+ZG165d8dFHH2H58uVYsmQJNmzYAC8vL9y5cwdyuRzt27fH0qVL9fatqqoymAWqsXKbMh5z+gYGBlq9cCJhGfz9/fHw4UNkZGQgOjrarL5sDJhmNfDHHdL9f6n/PBAKhVCr1XjmmWfMfh6wSVhasq5Z+nng7OyMlStXYu7cuUhNTcXo0aMRHBzMpXRm3dOGDRuGKVOmaPWtra3Fhg0bsGHDBu45LRQKUVxcjPz8fAB1tce++eYbkxOITJ06FVOnTuUysBEEYT5k1NgAV1dXSCQSiMVio0aNs7Mztm/fjp9//hnHjx/H/fv3kZmZCQ8PD/To0QNxcXFa2+CdOnXSu/J29+5dLiDenHbNkenTpyM8PBybN2/GrVu3UFpaiuDgYIwYMQIzZ85stOtPY+U2ZTzWuhbCfjz55JO4efMm9u7da7ZRA9Td89XV1VYYGdHSqf88YOuYSCQSDBgwAAMHDjTreXDnzp0Wr2uWnkNjY2Nx5MgRbN26FfHx8cjNzUVhYSE8PDzQs2dPPP/884iLi9PpFxERgUWLFuHKlSvIyMjAgwcPIJVK4erqil69emHAgAGYNGkSl9SGIAgbwVgJlUrFpKamMqmpqYxKpbLWaVoEEomESUpKYpKTk5na2lqz+qpUKiY5OZlJTU3VObZlyxamS5cuTHZ2NvdZTk4OExkZyWzatMnsdkTzICcnh0lKSmJycnIMtqH7q3mQnp7OhIeHM926dWNSUlLM6iuXy5moqCimb9++Vhpd88AcXTVF9x9XGtI1Y/P8jz/+qFfXdu/ezYSFhdH3bWdUKhUza9YsJiwsjPnggw/sPRyCaLFQTI0NcHJygoeHBxiGQXZ2tln+92zqZH0pLCdOnIiQkBDMnTsXJ0+exKlTpzB37lwEBgZi0qRJZrcjCMI8wsPDERcXB6lUijfffBO5ubkm901ISIBSqdSq9k4QhmhI14zN8+Hh4Vq6dvz4cRw/fpxLN/z333/j+PHjuHLlis2viyAIwlKQUWMjAgMDudiaO3fucIUkG6KoqAgA9G6ru7i4YOvWrQgNDcUHH3yABQsWoHXr1ti6datWe1PbEQRhPh9++CF8fX2Rn5+PsWPH4ujRoyb127BhA3g8Hvr27WvlERKPCsZ0zdg8v2XLFi1dmz9/PubPn4+dO3cCAP773/9i/vz5WLdunV2uiyAIwhLwGOb/TyFiYdRqNecDHB4eblJK40cdqVSK+/fvQ6VSAah7CPn4+MDNzU3n+1EqlXj48CEX+Nm5c2etwpLEo4sptTro/mpe3LlzB1OnToVYLAaPx0P37t0xbdo0DBo0CE5OTlptS0tL8eWXX+Lo0aPg8/k4cuSI0WyALR1zdJXq1DQM6dqjh1qtxty5c6lODUE0EUoUYEOcnJzQoUMH5ObmQiKRoLa2FrW1teDxeHB0dISDgwN4PB4UCgWkUimXstLX15cMGoJoxnTq1Ak7d+7E+++/j+TkZNy8eRM3b96EQCBA586dERgYCAcHBxQVFSElJYUrzPfqq6/SSyZhFqRrBEEQ+iGjxsY4OjqiQ4cOKC0tRUlJCZRKJRiGgVQq5SpHa+Lt7W1ySkiCIOxHu3btsHPnTmzfvh2bN29GUVERlEol0tLSkJ6ezrVjFytefvllLFiwwF7DJVowpGsEQRC6kFFjB3g8Hnx9feHt7Y3q6mpUVVVBIpFwBo5QKISLiwu8vLy44psEQTR/hEIhpk+fjsmTJ+PcuXM4f/48kpOTUVJSArlcDl9fX/To0QMTJkxA165d7T1cogVDukYQBKENGTV2hM/nw93dvVkXwCQIwnxEIhGGDh2KoUOH2nsoxCMO6RpBEEQdFF1MEARBEARBEESLxmpGDY/H4/5Wq9XWOg1BPJZo3lOa9xpBNDfoWUAQxqH7giAsg1WNGqGwzrtNXwA8QRCNh72nhEIhGTVEs4aeBQRhHM37guZzgmg8VnU/c3NzAwCIxWJYqRwOQTx2MAwDsVgM4N97jCCaM/QsIAj9aM7nBEE0DasmCvDw8IBYLEZ1dTVyc3Ph5eUFJycnKhRIEEZgGIb7T9MtQa1WQyqVcvcUUHePEURzx9RngSHdJ4hHDX3zOUEQTcOqRo2zszNCQkKQl5eH6upqunEJwgTkcjlUKhXKysqM3jMhISFwdna24cgIonGY+iwwVfcJ4lGDyjcQRNOxekpnd3d3ODg4oKKiAlVVVVx1Y4Ig9FNYWIiKigp4e3sjODhY65hQKISbmxs8PDzIoCFaFKY8C4zpPkE8amjO5+yupUgksvOoCKLlYpM6Nc7OznB2dkZgYCDnWkAQhH6++uorXLt2DbNmzcKgQYO4z3k8HgWREi2ahp4FhnSfIB416s/nhYWFAAAfHx97DYkgWjw2L75JL2YEYZgrV67g2rVrUCgU6Nq1K8WfEY8s9Z8FpPvE48qVK1eQkJAAAOjevbt9B0MQLRibGzUEQeiye/duLFu2DLW1tQCALl264KmnnrLzqAjC+pDuE48rpPsEYVnIqCGIZkBtbS2kUin8/PwwcOBAvP/++1xtD4J4lCHdJx5XSPcJwrLwGApwIQiCIAiCIAiiBUNOywRBEARBEARBtGjIqCEIgiAIgiAIokVDRg1BEARBEARBEC0aikgjCIIgbA7VLCMI41AJDIIwDzJqCIIgCKvDMAyqqqpQWVmJ2tpaqFQqew+JIJo9IpEIbm5u8PHxgUAgsPdwCKJZQ9nPCIIgCKuiVqtRUFCAiooKew+FIFokTk5OaNu2LRk2BGEE2qkhCIIgrEpFRQVn0Hh7e8PNzQ2Ojo7kWkMQRlCr1aipqUFhYSGkUilKS0vh7+9v72ERRLOFjBqCIAjCqojFYgCAv78/fHx87DwagmgZ8Pl8eHh4AADy8/NRVVVFRg1BGIGynxEEQRBWg2EYyGQyAIC7u7udR0MQLY9WrVoBAORyOSXXIAgjkFFDEARBWA3NlzCKByAI8+Hz/31VI6OGIAxDRg1BEARBEARBEC0aMmoIgiAIgiAIgmjRkFFDEARBEARBEESLhowagiAIgiAIgiBaNJTSmbAa9+/fx82bN1FUVISysjLIZDJ4enrC29sbHTt2RM+ePeHs7GzvYRLNBNIX4nGA9JwgCMI6kFFDWJSEhATs3r0b58+fR2lpqdG2AoEAUVFRGD16NMaMGQM3NzcbjZJoLpC+EI8DpOcEQRDWh8dQfkDCAhw8eBAbN27EnTt3tFJOuri4wNPTE56ennB0dOQqi4vFYqjVagAAj8eDk5MT4uLiMG/ePAQFBdnrMggbQfry+KBWq3H79m0AQHh4uFZ62kcd0nPCEjzO9xBBmAMZNUSTuHz5Mr766iukpaWBYRh4eHhg+PDh6N27N7p164Z27drp7VdTU4Pk5GQkJibi9OnTuHnzJgDA0dER06ZNw6xZs+Dq6mrDKyFsAenL48fj+EJGem4/Ll26hC1btiAxMRG1tbUIDg7GiBEjMHPmTLi4uNhMLsMwSEhIwOnTp3H9+nXcu3cP1dXVcHNzQ2RkJMaOHYvRo0eDx+M1eO7H8R4iiMZARg3RJCIiIgAA/fv3x4svvoiBAwfCwcHBbDm5ubk4cOAAtm/fjoqKCrz55puYN2+epYdL2BnSl8ePx/GFjPTcPmzbtg1ffPEFGIZBYGAgvL29cefOHcjlcnTs2BG//fYbPD09bSL3n3/+wfTp07l/t2nTBu7u7sjLy0N5eTkA4JlnnsG6desgEomMnv9xvIcIojGQUUM0iRkzZuCtt95Ct27dLCJPIpFg+/btcHFxwZQpUywik2g+kL48fjyOL2Sk57YnOTkZEyZMAMMw+O9//4uJEyeCx+OhsLAQc+bMQUpKCoYNG4Z169bZRG58fDwWL16MV155BXFxcfDx8eGOHThwAIsXL4ZcLscbb7yBBQsWGB3D43gPEURjIKOGIAiCsBr0QkbYgrlz5+LUqVMYO3YsvvrqK61jWVlZGDlyJNRqNQ4ePMjtpFlTbnV1NRwdHQ3u0H3//ff4+uuv4enpiX/++cfofUH3EEGYBt0ZBEEQBNHMOX/+PN577z0MGjQIMTExiI2NxYsvvogffvgBFRUV9h6eXampqcH58+cBABMnTtQ5Hhoain79+gEAjh8/bhO5rq6uRl0On376aQBAeXk5ysrKTB4TQRCGoZTORJMYM2YMIiMj0adPH4wbN87ewyGaOaQvxOOAJfW8srISCxcuxNmzZwEA/v7+iIiIQHl5ORISEpCQkIBRo0bBw8PDAiNvmaSlpUEul0MkEqFr16562/Tq1Qvx8fFITEy0u1wAkMlk3N9OTk5m9SUIQj9k1BBN4vbt28jIyEBiYiL38H7ppZcQGRmJLl26ICoqCp06dWpUkCzx6EH6QjwOWErP5XI55syZg2vXriEmJgaLFi1C9+7dueN5eXnYvn072rRpY83LMcj333+Pc+fOmd0vMjISixcvttg47t+/DwAIDg42+J22bdtWq6095QLA0aNHAdQllaCMdgRhGcioIZrEokWLkJqaipqaGu6zhIQELhUpAAiFQnTq1AmRkZHcQ71Lly5UNfsxhPSFMMSePXuwZMkSVFVV2XsoZuPm5oalS5di/PjxACyn5ytXrsS1a9cQFRWFbdu26dwDISEh+PDDD617cQa4dOkSfvvtNxQWFprdVyjU/+rRmHTMgwcPRl5eHoC6GJfw8HCdNrdu3eJ2ssxx1WPbGtsFa4zclJQU7Ny5EwAwc+ZMk/sRBGEcShRAWJwffvgBaWlpSEtLQ3Z2tlbROTYnP4/HQ7t27bgHemRkJKKiouDu7m6vYRN2gvTl0cbUIOe+ffvi6tWrthyaRenbty8uX75s8Li5eh4cHIxNmzYBqFvVb9++vdHzFxQU4KeffkJycjLS09MhlUpx6tQptG7dulHtjGGN1MmNlalp1Li6uiIsLEynzdatW3H9+nVMnz4dAoEAqampJo3p22+/xdq1a9G7d2/8+uuvetuwqZtNlVtSUoIJEyYgPz8fQ4cOxfr16xvsQ4kCCMI0aKeGsDizZs3i/q6urkZ6ejpSU1O5/+7duwelUon79+/j/v37OHbsGIC6B3rHjh0xfPhwTJ8+nbbkHxNIXwgA+OCDD7B48eIWu1OzcOFCo23M1XOgroAjj8fD22+/3aCeP3jwAH/88QeioqLQu3dvXLhwoUntDJGcnIwvv/wSAPD555/rTXG8ePFis1InW0pmx44dsWPHDr3H5HI5gLpCpqbCtlUoFAbbmCO3qqoKb7zxBvLz8xEVFYXly5ebPBaCIBqGjBrCqri6uqJ3797o3bs395lcLsft27eRlpbGPdAzMjIglUqRmZmJO3fu4I8//sDOnTvh5uZmx9ETtob05fFl/PjxnPvWo44pen7w4EHU1tYCgEl63qdPH8THxwOoc+UzZKyY2s4Q3333HdRqNcaOHYtJkyZxnwcEBGD16tUYOXIkTpw4gfT0dJNTJzckc/jw4Thx4gTGjBmj5Ya2du1aLTnGXMBMcSWrjymuZabKrampwYwZM5CamorOnTtj06ZNtBBDEBaGjBrC5ohEIsTExCAmJob7TK1WIzMzE+fOncMvv/yCe/fuYePGjXj33XftOFKiOUD6QjwO1Nfzs2fPora2FsuXL0dRUVGDem6qS1JTXJfqpzjWlyigVatWqKqqwqxZsxAcHKxXjmaiAFPSJjs6OkImkyE9PV3rmGYGMQDIz8+HQqHQG9SfnZ3NyTMVtm1T5UokEsyaNQs3b95EaGgotmzZAi8vL5PHQRCEaZBRQzQL+Hw+wsPDER4ejqeeegovvPACTp061exfUpOSkqBQKMDn881ya7A1MpkMarUaDg4OWsZBS6Wl6sujhKm6zzAMZDIZRCIRJBKJzeMBGIbh3LgMBZs3R9hdGn9/f4wdO7ZZ6Hn9FMd79uzBjRs39LYtKChAQUGB3mOaiQJMSZs8c+ZMrFu3Dk8++SS2bNmitw2Px4NcLsekSZPQvn179O7dG6NHj+Z2Q65fvw4AWtnjGiIyMhIODg6Qy+W4desWevXqBUBb9zt27IgvvvgCvr6+SEtL05GhVquRnZ2NsWPHYsKECWjfvj1KSkpQUlJi8jgYhoFUKgUApKenczFYDfGozfsE0RBk1BDNjqioKDg7O3PBn80ZhUIBhmGgUqm4l5DmjDHf8JZKS9KXR4nG6L5arbbyqAzT0nLiBAUFoaKiAjdu3MCTTz7ZLPS8forj5cuX68SFHDp0CAsXLkRQUBBXW8ccmfowJW0y+/umpKQgJSUFR44cwZo1a7Bq1SqEhITg0qVLAIARI0Y0OCaWVq1aoX///jhz5gx2797NGTWauu/v78+1N3QfaLZRKBRNmoclEonZfR7FeZ8g9EFGDdEkNm3ahClTpli0eNitW7fw+uuvG1wBbE7w+XyoVCrweLxGpRxmGIZ7SDk7O5u8AmeKvIyMDKhUKgBAhw4d4OjoaPesOc1RXxqTRtYQxcXFiI+PR1JSEpKTk5GWlgapVIqoqCjs37/fYL9169aZlAUJqMsS1bdvX+7fly9fxrRp04z2GTVqFL7++mvTLsJEWN2XSCTIzs6Gh4cH97t6e3tzf7M7NWwfTR1kjRxL6aU+eexnTb23zMESej5s2DCkp6dj06ZNiIiIgL+/P6fnFRUVOHHiBDp37mzWzkNTsUaK46bK7NGjB2bPng03Nze88847AIApU6YgISEBqampmD17Nlq3bg21Wo1nn31Wb5zPzz//jF9++QUBAQE6iQbmzp2Ls2fP4uDBg+jZsycmTpzI6X5Lwd7zPkHYCjJqiCaxYsUKbNmyBTNmzMC4ceOalGL32rVr+Omnn/D3339j3rx52Lx5swVHah0cHR1RW1sLZ2dndOnSxez+KpWKq10RHh4OgUDQpPEkJSVxf7/22muQSqVwd3fHrl274OfnZ3cXueamL/XTyAYFBeHOnTvYsGEDTpw4YXZq2qNHj2LZsmVmjyMoKAg9e/Y0ePzhw4d4+PAhnJycEBkZqbeNSCRCdHS03mMdOnQwe0wNwep+VlYWpk6dCqDOXScuLg7vvPMOF0+hmY7W2dmZe8FiGIZb2XZycrKIQa9PnkQigVqttqlRYwk9f+2113Du3DkkJiZi3rx5AAA/Pz8IBAI88cQTYBiGywRoK1jj1FjRUJFIpNXW2jJXrVrF/V1YWIjly5fj119/RWBgIJycnCCVSnHv3j20b98eS5cu1Su/qqrK4A5Y165d8dFHH2H58uVYsmQJNmzYgAULFiAoKAjOzs566+I0hEql4ubqmJiYJs/7huTdvn0bEonE7vM+QdgKMmqIJjFr1ixs3boVX331FVavXo1nnnkGcXFx6N27N3x8fIz2VSgUSEtLw+nTp3HkyBHk5eWBYRh07doVzz77rI2uoOVTXFyMkpIS7NixA9999x3+/PNP7ljXrl0xcuTIBiuX24rmpC/WSE3r6uqKJ598EtHR0YiOjkZWVhZWr17dYL+GMn9NnToVDx8+xNChQw1mTPLz8zOYztaaaO5GpKamIisrC2KxGCtWrDC7VsmjgqX0vLS0FDweDwzDgM/nQywWw9/fHwMGDMDAgQMbrF1jaSyd4tjSMqdPn47w8HBs3rwZt27dglKpBFC3S/fzzz/D29vbpDE1JJc1rng8XpMNEoFA0GQZhuTZ0pAniOYAGTVEk3j33XcxefJkrF69GkeOHMGJEyfw119/AahbfQ4PD4e3tzc8PDwgEolQWVmJiooK5OTkID09nXuQMQyDtm3bYv78+YiLi7PnJbUYamtrsWfPHqSnp+PPP/9EQkKC1gvmlClT0KZNGzuOUJfmpC/WSE1b3zgx5nJmKrm5uVxRynHjxjVZnqXx8vLCCy+8gGPHjkEikaC2thYbN27E5cuX8c033yA4OBhKpdJgFflHkeak55bEkimOrSUzNjYWsbGxAOrqAfXq1QsMw6CkpASBgYF6+7z11lt46623TJablpbWImIoCeJx4/F5yhBWIyAgAF999RXee+897N69G/v27UNBQQHy8/ORn5+vd7WIDeoUCoUYOHAgJk2ahAEDBjR5Zen06dM4f/48UlJSUFBQALFYDKFQiJCQEMTGxmL69OkICQlp0jmaC7t378a5c+fw+++/630h+OGHH1BWVoaysjLIZLJmEyzaHPTFlDSy/fr1Q3x8PI4fP26yUWMNDhw4AIZhEBQUhH79+tltHIbw8/PDF198gc8++wyzZs3iaqAkJSVh9OjRGDNmDF5//XX4+/tDpVI9Nv799tDz48ePA6jbhQSAv//+G97e3vD29taKwzK1XX0sleLY2jJZNGW1pBgYgiAaBxk1hMUICAjgVrwyMjJw9epV3Lp1C0VFRdyLtaenJ7y9vdGpUyf07t0bPXv2tGgBsi1btuDKlStwcHCAn58fwsLCIBaLcffuXWRmZmLPnj1Yv349+vfvb7Fz2oPk5GT88MMPXEYfoM7v/D//+Y9WOz8/P/j5+SEtLa3ZGDUs9tQXU9LI9urVC/Hx8UhMTGzy+RoLwzA4cOAAAGDs2LFGDYLq6mosWbIE2dnZcHBwQNu2bTF48GA89dRTVh2jUChEp06dAADnzp3D119/jWXLlnGxLEePHsULL7wAX19fiMVi+Pn5cdfGYonMZJaWZylsqefz58/X+vd///tfAEDfvn2xbds2s9vVx1CKY03MTZ1sDZksGRkZ3N8BAQFm9SUIouVBRg1hFcLCwhAWFoYpU6bY9LwvvPAC5s6di169enHBpUDdSt8nn3yCq1evYsGCBTh9+nSLqlmhybZt2/D++++juLiY+6xdu3YYO3YsfH197TiyxmNrfbFUGllrc/XqVeTk5AAAnn/+eaNtKyoqsGvXLq3Ptm/fjtjYWKxevbrR8QQNIZFIuGQXADB48GAMHjxYp51QKISzs7Net53GpKltaEzNEWvrOZuQwVLt6mMoxTFLVlaW2amTrSGTZePGjQCATp06GXQ9Iwji0YGMGuKRYuzYsXo/b9u2Lb755hs89dRTEIvFuHr1KgYOHGjbwTWS4uJilJWVwc3NDRs3bsTnn3/OuVIIBAIMGTIE/fr1e2zceiyBNVLTWgM2JqdXr15o166d3jZOTk4YO3YsRo8ejU6dOsHb2xvFxcX4888/sW7dOvzzzz+YO3cufv31V4sGJBOPJ5opjlNTU1FUVASJRAJ/f39IpVKDqZNfeuklFBYWYtq0aZg+fbpFZG7atAkikQgjRozAwYMHcejQIWRnZ3MGdFFREQA0GC9DEMSjARk1xGODr68vPD09UV5ezlVntjeabjL1087W1tZi//79ePDgAUpLS3Hw4EE8fPgQQqEQQqEQgYGBGDNmjNbujOZLq6Y89jwMw9i1AGJzgf39hUIh/vnnH2zZsgW3bt3i6tQMHz4c3bp1A/BvVW5TKC4uxj///IPk5GQkJydzaVbv3r3boIwhQ4YgPz9f77Hr168jPDwcN2/e1MkAFRMTg2XLliEnJwdr1qzBxYsXUVZWBh8fH/Tp0wfnz59HQkICjhw5gtGjR5t0HabA6lT9tLYlJSX46aefuH/X1taiV69eCA0N5dyBBAIB2rRpw+2mOjg4NDlDn6GaT+xLMWDf4p+PCtHR0Rg+fDhOnTqF+/fvg8/nQyQSoaCgAADg4uKCBQsW6HzXpaWlKCoqQk1Njc6xxsosKirCr7/+iq+++or7TCQSQSqVQiqVwsHBAb1798awYcMs+ts3dT7V7NNQunEej0dZzAjCRMioIR4b7t69i/LycvD5fIO1PhoLW13aFCQSCSorK1FdXc2lHAWAzMxMrXZlZWVo3bo1vLy8UFVVhT59+nDH/P394e/vj6qqKi7dKQAtlztNeexLvEwma7TryaNEZWUlgDq3xFdffRUMw8DHxwchISHIycnB999/z6XedXBwMPk7O3TokN56OQzDNCiDjXlq27YtWrVqhfLycjx8+BA8Hg+dO3eGQCBAZmam3pf/9PR0fPbZZ5BKpXB1dUXbtm1RUFCAc+fOcYbu/v37ERYWZtJ1mAKrU/XT2gYEBKBNmzYoLS2Fv78/fHx8tFzfGIaBUqlEVlYWl62PLWArEAia9AJnrPhm/c+JxiGRSNC/f3/0798fjo6OUCqVUKvVcHBwgFqthlKpREZGhs7C0dy5c6FQKODv769zLzRW5rBhwxAdHa2lizweD0KhECKRCDU1NWAYBlevXm1STaz6sCmdGzufai5mZWZmNqjzQqEQbm5u8PDwaFSRZ4J4XCCjhrApKSkpOHr0KJKTk1FYWAiZTAZHR0f4+/sjJiYGI0eORExMjMXOxzAMysrKcP36daxcuRJAXVE7S6c6rh9X0BBsLQEej6dVeV0TLy+vBuUYa6Mp71EuvpaSkoLk5GSttMwNwQZhFxcXg8fjYc6cORg2bBh4PB7KysrwxRdf4O7du1ptTcHFxQXdunVDp06d0LFjR5w/fx7//POPWdfzxhtvICYmBv/3f/+Hhw8fYuDAgVyldH3IZDJ89dVXkEqlGDJkCGbNmgWRSAS5XI4ffvgBp06dAgCDxQWtwciRI5GRkQGBQABHR0eIRCLuhVNTL9mXuaYaM/XlNfRZc4NhGDAMY3RVnl04sXdqbIFAgI4dO0IgEGgtogB1BiT7wq9Wq7WMSGNFKhsr09nZmctmKRKJdNwrFQoFlEqlxY1ZzTGyOy31fzdjv6nmvG8Izf5KpRJisRhisRghISFwd3fn3JLZrHWasMeaW3IYgrA2ZNQQNkGlUuHTTz/Fvn37wDAMAgIC4O/vD0dHR8hkMmRnZ+Pq1avYsmULnn/+eSxdurRJ/v8HDx7EBx98oPVZhw4dsHLlSou64DQGkUiEVq1awc3NDY6OjjZ96eLz+Y/cSt+ZM2ewa9cuLFmyxOQ+lZWV+PbbbwEA//nPf/D2229rHV+/fj1GjRoFhmEQHBxsctXw8PBwrvo7AM4w4vF4Dcpgd2Datm0LV1dXpKamAvi38J8htm7dCrFYjLZt22L16tVaL1xs4UexWIza2tpGVT83RHp6ut6AfIlEgtLSUvj4+MDFxQWurq4QiUTg8/lwcnICwzCQy+VQq9WcsS2VSsHn8yEQCCAUChv1EqrpCsTn87n7Sq1Wcy+HzXGnpqioCCUlJZyx5+LigqCgIJ2X3vLycuTl5Vn0NzQXlUqF27dvg8/nIzQ0FK1atdJpk5WVhZqaGvj4+MDf39+qMsvKyvDw4UOIRCJ07txZp59CoeBcHkNDQy22uMNm9lOpVKipqQFQd/+yi0xisVjLoGCPCQQCqFQqiMVibh6urKzUe1yzVhFQp8c1NTXIyclBUlKS1g5R+/btERUVBQD49ddfueQm/fv3f2wL4BKPJ2TUEDbhxx9/xL59+/D6669j6tSpetNrFhYW4pdffsHmzZvRpk0bzJkzp9Hn8/HxQc+ePcEwDAoKClBYWIisrCwcPnwYffr0sXgmnPpxBfooLCxEeXk53NzcEBISwq1asy+GDg4OUCgUePDggdbLokAggKenp9bLqp+fn94V24biCvh8frN8sWsK7DWac10dOnTg/u7Zs6dO3w4dOsDd3R0VFRVwcHBo9HemabA2JINty+PxuNo0ISEh6Nevn1HD988//wRQV5iz/ouwk5MT2rZtC7FYDLlcbtHf3tCY2MQKrq6uaN26NYB/XdX4fD4YhuF0lx0P+3+VSgWBQNBoo4ZF06hhjzVHo6a8vBwlJSUQiURwc3ODUqlEZWUl7t+/jzZt2mi5TLHXZM9rYOcWPp+PVq1a6R2Lq6sramtrIZFITBprU2RKpVLweDyD/dhdQoVCAZlMZrEFHfZcrF4BdbrL6j7rTsnCHvPy8kJFRYVWvSY+n6/3uOZ8wOPxOIOssLAQarVaa9EvPz+fM2ry8/O5Yy1hl5IgLAkZNYRN2L9/PyZNmoQFCxYYbBMQEICFCxeiuroa+/bta5JRw/pns+Tk5GD58uU4efIkJk6ciKNHj8LNza3R8utTP65AHzU1NeDxePDy8uIeZJordnl5eRCLxVoxAM7OzvDw8NB6YItEIpOCqltygOnHH39sctvG+LQ/ePCA+zshIQGTJ0/WOp6VlcXF3WjGPdmCHTt24MyZMwDqVu137tyJ0aNH63WDU6lUXAHF3r176xwvLCzkYqtqa2s5o8GS1I8nq6ysBMMwWivErAFvKCha0y1NLpdDpVLpuCGZq8vNqVaNIUpLS+Ho6IiOHTty97hUKkVOTg5ycnLQunVroxn6bA3rBmbM0Gd/N81YP2vJZP9dX1fq92WNGksjEAj0/j6GjCepVApnZ2et45qGq77j9XFyckJ4eLjBRbShQ4eaOnyCeOQgo4awCQUFBYiOjjapbUxMDH7//XeLnr9NmzZYu3YtxowZg8zMTGzfvr1JRpO5sMHRALjVdNbFgH2AlZWVcS9ifD4fgYGBXGwEi0gkMinWpqXz+++/68RfGMPcF17N2jOHDx9G7969MXHiRPB4PBQVFeG9997jzs2mhWUxlprWEvzxxx/c35mZmfjss8+wZs0arFq1SqeQZl5eHuemEhwcrHXs1q1b+Oijj7i6MCqVCvn5+TaJJ3N0dATDMFo1adjYAKFQqGNY6XMLqv/bm2OktJQsZzKZDP7+/lov805OTujQoQMePHiAnJwcqNXqZnPPa6aSNwR7zNTEKU2RaY3xNGds7a5MEC0NMmoImxAUFIR//vkH48ePb7DtxYsXrVIoTSAQYMCAAcjMzORWt21FfdcYhUIBuVyudzXTyckJ7dq143aSFAoFt8Le1LS3LQVfX19ER0dj7dq1Dbb94Ycf8N1335kln3UTCQ4OxsOHD7FkyRJs2LABXl5euHPnDuRyOQICAlBYWKhTp6awsBB5eXmoqqrSkfvw4UOtWknsS71UKsUTTzzBfT5jxgy88cYbWn179OiB2bNn49y5czh58iR69uyJmTNnYu3atUhNTcWcOXOwY8cOzs0EqHNfYhk1ahTatm3L1ed4+PAhAHDXwV63pY0afRgKnGZfLO3hBskGXjc3WJe8+p+FhoYiOzsbeXl5YBhGy+XJXrDnNrbgUD+WyZoyWePVkuMxBzaLn7ly+Xw+OnbsCMC0dO8s7G5nRkYGFi5cyD0/HB0dceDAAQB1tdpkMhlEIhF+/PFHva7eBPGoQkYNYRPGjx+P1atXAwCmTZuGqKgorZgQpVKJ5ORkbNu2DcePH8e7775rlnyGYZCQkIDTp0/j+vXruHfvHqqrq+Hm5obIyEiuOCG7W2LvlVyFQoGKigrU1tbCz88PQN2Dzs3NDS4uLlrGiyVqeLQ0oqOjkZqaatSthKUx2aBYV5Tg4GB8+eWX2Lx5M27duoXS0lIEBwdjxIgR6N69O2bPnm2W24pKpdIyNDTR/FxfnaRVq1ahtrYWy5YtAwBMmDABgwYNQmxsLCZPnoyUlBSsXLkSW7Zs4fpoGsUhISEoKipCdXU1XFxc0KNHDwwePBgTJ07kDCpr1GfSjCdTq9VciloXFxctw0WlUkGhUECtVhu9/wwZH5oxBo8KQqEQ1dXVBt2N/P39oVarkZ+fz+3w2rPGFmuUqlQqg+Ng7xcej2fSWC0hU6FQGOzLymcYxmLfnaYxxc7fgHHXO5FIBG9vb52sZGydMc3jhvp7enoiLS0N/v7+mDVrFjcOzTlw9uzZ3HPuUc56SRD6IKOGsAkzZsxAfn4+du3ahWPHjoHP58PLy4tzr9KMJZk4cSJmzJhhlvxLly5puQK1adMGISEhyMvLw8WLF3Hx4kUcPnyYczuydJ0ac6ipqcGDBw+4IFcWX19fzlXica/8HhUVhbNnz6KoqKjBDEpubm4ICgoySz77sFcoFFzwNbu7wP7HvnjUfzE4ffq0Ubn/+9//kJSUxBXfVCqVcHJyQmJiosF+NTU1OHPmDC5cuICgoCDk5eXh008/xXfffYe+fftiwoQJSElJwaVLl1BZWcn54WsafWymNaAuriUhIQEJCQlYtWoV93lDaWQbg2Y8meYOTf3dGjarmUqlgkql0slWxsLu6LDZpeqfy9HR0eAujyF5DaVLthfOzs6orq6Gr6+vwVijoKAgFBYWorq62g4j1Ib9Xo0Zpaa4hFlKpkAg4HayG+pr7Z1BTddgNjFH/WPsc08sFuvtq3lcX3/2Xqs/J2nuvrZp00bLvZYgHifIqCFsAp/Px2effYbJkydzdWqKiooglUrh6emJ8PBwREdHY+TIkYiIiDBbPsMw8Pf3R+fOnfH222+je/fu3LEDBw5g0aJF+PvvvwHUBV9PnDjRUpfWIMXFxSgtLeVekjMyMrRcLljYB7apiQAeZV5//XWMGzfOpFiCl19+GS+//LJZ8tng3pycHEyfPh0MwyAwMBBBQUG4c+cONmzYwBlT5gRqHz16lNtpMYfPPvsMhw4dAvCv+yHDMMjKysK+fftw8OBBAHUvftnZ2Vx8mubYHBwc9NZ4ksvlnLulvYPOWbczBwcHrZgbzVgBpVKJ4uJiAHXXW1FRobXCLhAI0Lp1a/j4+ECpVGrF6bCZtDTlSaVSzqixhlHXFNhVeoZhjAaHt2vXDgUFBZBIJHa9BpVKheLiYiiVSoPxHWyCDUdHR5PG2hSZTk5OXGZHQ+didy1cXFws9t2x5xQKhfD29tZxDfb19TXoNiwQCODj48Ppvp+fn85xQ/3ZRBs+Pj6YOXMmysvLuTo1bFzblClTUFZWhrKyMshkMqpVQzxWkFFD2JSwsDCLVjVn6dq1K5YvX47XXnsNFy9ehLe3N4KCgiAUClFcXMxN7DweD99++61N/Ixra2uxZ88eZGVlQSwWIzY2lvOjBuoesvVf2h+XRAAN4eLiAhcXF6vJDw0NBVCXnAEAPv/8cy5RQGFhIebMmYOUlBSttqbg6uqKJ598EtHR0YiOjsbRo0e5lMsN8cwzz2Dy5MmIjY3ldmAqKirw+eef48iRI1w7zVXpkJAQCIVCKJVKeHh4YMeOHTpyr169ipdffhkikUgnmUBzQXMXxcHBgdvBZVeuJRIJKioquOryWVlZKCwshLu7u9ZiAGsYGNqVaY47NabGOJm7G2kN2DTxbOp4fTVl2Jd1FxcXk77vpsh0cXFBeXk5amtr9Z5LoVBwc7+p4zEHY4ayqW7DhtxnG+rv5+fHPcfq71T5+fnBz88PaWlpZNQQjxVk1BCPBK6uroiOjsaiRYtw5coVZGRkcC5erq6u6NKlC9LS0sAwjFWMKn3s2bMH9+/fx5UrV/D333+jV69e3LGgoCAEBQWBx+MZXLEjrEdkZCT3IjVgwABMmjSJOxYQEIDVq1dj+PDhAGBWYP348eO1kmGwu4MN8cknn+g1Zj08PLB8+XIkJiYiJyeHGx+LUChEaGgol9xAH9euXQNQl1Wwpbg11nfBcXZ2hqurK0pKSrjdGIlEAplMBg8PDzg7O2tlEiSsg0AggIuLC2pqapCVlcV95urqCn9/fzAMwxWj1ExV3JBMV1dXVFVVIS8vj3M7ZD/39PQ0KJN1ydPcjdSHk5MTxZcQxGMAGTVEs+PatWu4dOkS3nzzTbP6eXh4YOrUqZg6darOsYSEBLz44osArBNXUL9WR0lJCZKTk3HkyBFkZWVxFdVZ1wF/f3+djD0CgaDJ2Xk0+zfHTE/WoLH6Yiq2+B6N7c5p1u9wcXHRyQzYp08f3LlzBzU1NVAoFFqGsVwux/79+wEAI0aMsMLIrYM+FxyhUAg3NzcUFBSgvLycSzggFoshkUge+crpNTU1qKmpaTDGzJrU1tZyizAMw8DBwYFLjsEWqgXq4tzqG5j37t2DQqGAj48P53bH4ubmhqqqKsjlci5uSi6Xo7y8nEuwoU+mZpxM/XgrpVLJGcX2/M4IgrAdZNQQzY6rV6/i22+/tehL6tGjRwEAEREReosYNhV9tTpefPFFzpBicXJygo+Pj950zuwKtCXH9DjQGH1hd+0A4MKFC9i1a5dOnRqWvLw8rb7WqFOzadMmiEQi/Oc//9EycMRiMb7++muuWGinTp0A1CXG2LJlCxITE7nU0iqVCv/5z38QEBAAR0dHhISEICcnB9nZ2fD398eECRNMGsu5c+ewZ88e3Lx5E+Xl5XB3d0fbtm3xxBNP4K233tJxl9E06Nm0uazBbswgNMUAFwqFWudzdnbm6jdpxtrIZDKUlpZy3x1bF0qpVD4yxn1NTY1JiTOsBRvPxcb/SCQSKBQKCIVC8Hg8qFQqyOVyiEQihISE6PRnXcHqu0qp1WqtWlCsPqWlpWHfvn3IzMyEVCpFcHAwRo4ciZkzZ+q4prIumFKpFE5OTlCr1dz86uPjo7XDo3nv1NbWctkO9cnVpH6/oKAgDB06FHPnzm3QVVbfOYcMGYJXX33Vqm62BPG4QUYN8ciTkpKCnTt3AgBmzpxp59EQzQE2O5CXlxfKy8v11qnx8/NDcXGxTiYha9SpKSgowC+//IIvvvgCISEh8Pb2hlQqxb1797hAZwCIi4vDtm3b8MUXX3DJDdzd3TmjJysri3MLYuHz+fjiiy8adM1SKpX4+OOPuYQFgYGBiIiIQHl5OZKTk5GQkICZM2fqGDX6DHonJyfU1taanHHKXAPcy8vL6O7W42LQ25KysjIolUqIRCK0b98etbW1nDugZuYyLy8vs9Ksa8oNCgpCaWkp9uzZg02bNoFhGPj4+MDHxwd5eXnYsGEDTpw4gd9++01rZ47NHFZeXg6ZTMalFPfx8dFKjlH/3tFMDKJPrqF+AQEBuHfvHn766SecPn3aYD9j59y4cSNOnTqFHTt2UBwlQVgIMmoIm/Dxxx+b3Pb27dsWO29JSQnefPNNKBQKDB06FHFxcRaTrUlFRQV+/vlnHDt2jPP/BurqrQwbNgytWrVCv3794ODgAIlEwtU2YINjgX8DZpuCIXlstp6WgrX1hS2o2bZtW3z99dd669RERkbi7bff1im+aYzG1qmJi4sDwzBISkpCfn4+0tPTuSxfIpEIGRkZ8Pb2RmRkJF555RUA/yY3uHXrFjZt2sT1dXR0hEqlgpOTEyQSCVQqFb777js89dRTRmNq2AxsERERWLp0Kbp27codk0gkiI+PN6luEGE6ubm5Jre1Z30a4N97xtPTE3w+H66urlq73kVFRSgqKkJVVZVW7RYWtpaRMblubm548OABNm/eDKBOx5955hkUFxdDIpFg2bJlSElJweLFi7Fu3TotOWxwvCGSk5Px5ZdfcnL1JQbRJ1dfP6lUisLCQrz77rtITU3V28/YOQsKCjB79mykpaVh8eLFWL9+vcFxEwRhOmTUEDbh999/N1r1uT6WyFJTVVWFN954A/n5+YiKisLy5cubLNMQ5eXl2LZtG/dvZ2dnzJ8/H+Hh4Xjw4AFXl4PH43H1Bupj6ToazbEuh6lYW1/YYn4ODg6IjY1FbGysTpt//vlHqy2LsTo1rVu31jKy9u/fj48//hhRUVFcbIs+unfvrpWGnOXo0aOcK9zSpUvx888/Q61WY+zYsVxyg27dumHt2rXIysrCyJEjIZPJcPDgQURERCAhIQFTpkxBQkICjh49iueee07v+S9duoQ9e/bA398fW7du1Vl1dnZ2xpAhQ/T2NbX4Zn2aYtCzsTSaLpxKpRI+Pj4A6tKmq9VqODs7o3Xr1s02QYIhA7i5oVm4Ul92Ms3PJRIJN9c1Ru53332npeM1NTUoLi6Gi4sLVq1ahVGjRuHEiRNIT0/njKqamhpkZ2dz8VdOTk7w9PTUMsLry2VhE4OMHDmSk6tZVsBQPz8/PyxbtgzPP/8816++4cb2HTNmDFdGgC0/sGzZMowbNw5//fWX3r6Gvi/2/+wzBdDOfqb596PiekkQpkJGDWETfH19ER0djbVr1zbY9ocffsB3333XpPPV1NRgxowZSE1NRefOnbFp0yarxNKwsG5GQF3a6tGjR+O9997jXJjYOjVsPQ3COIb05cKFCzh48CASExNRUlICV1dXODo6orCwEBUVFSbXYdEsvmkI9oXZXlmTLl68iA8//BAA8O677yI2NhbvvvsuAOitsxQaGop+/fohPj4ex48fR0REBHr06IHhw4fj2LFj+OuvvwwaNT///DOAuvpA5gbcm1p8syEZ5hg1hhIJsPchG9tTW1vLHW+OCIVCnbTOFy5cwO+//46EhASUlpbC1dUVbdu2Rd++ffHUU0/ZZZxyuZx7QTa0W8d+zjAMFAqFSbt69eXW1NTg/PnzAP7VcU25ISEhWjrOZhrUnH+Buro2xcXF8Pf3h5+fn165mui7dwA02K9Nmzbo06cPLl++jMOHD2v9jrW1tVzfMWPG6Iyxbdu2Bvsagk2OIZVKcevWLb1tkpKSGpRDEI8qZNQQNiE6OhqpqakmPejM8cfWh0QiwaxZs3Dz5k2EhoZiy5YtVvNZZlfxQ0NDsX37dri7u3OBn7m5uSgpKQHwb+Ayn8+HRCLRu4JtafcSTXms61lLWbmrry+VlZVYuHAhzp49C6Aum1GXLl1QXl6O7Oxsro2pRg3bzphrGXvMHgUrr169innz5kGhUGDmzJmYPXs2rl27xgVia7qGadKrVy/Ex8cjMTGR+6xHjx44duyYTqwNi0wmw4ULFwAAQ4YMwa1bt7B//348ePAAjo6OiI6Oxvjx43WyrrG6L5FIkJaWBqBOv2QyGUQikUE910dTdZ9NCsDSqVMn7t9sRq7mqPtswD2fz9er42xM082bN3Hz5k1069bNLuPUXP03ZCBqfl4/GYCpctPS0nR0vL5cTR2fPHky/P394ebmBpFIBB6PB6lUipKSElRWVqKwsBB8Ph/3799v1L2jbzyAti716NEDly9f1jEm0tPTub5RUVF6z2mor6Wpv9tMEI8qZNQQNiEqKgpnz541KXuPm5tbowvNyWQyzJ07F1evXkVISAi2bt1q1M+6qbDGgrOzs5bLAnus/uqcZh9TP2/q2DRpji92+tDUF09PT8yZMwfXrl1DTEwMFi1apOWqtX79emzZssWsejJsQc38/HydNMgsrLHUUPHN77//HufOndN7rLS0FEBdYoKXXnpJ61hkZCQWL16s04cNyJdIJJg6dSref/99TgYABAcHG6xn1LZtW622+P/au+/4KKq2f/yf2ZbNpvdGICQhgURQigiKcoMICCo8fBEEGyLlptlAsIGFR8FbwYdyCyogUVSKBVAgoICIIEjHQCIQCEk2pG/6Zuv8/shvxu2ZTTbJbnK9Xy9fQnbm7Fly7e45M+dcF/4Z1JsO+k1lZWVBp9NBoVBg//79WLFihVnsHD58GJ999hmWL1+OBx98kP+56UTZmTi3xdWxb5k1DXDP2JfL5aiurkZtba3DGFcqldiwYYNTMe5K3KZ2AA6zdXFxIJfLIRKJ7MY4x/R3wjCMzRg3vYNnNBrNYtzWd4lCoUDnzp1RUFCA8vJyFBUV4fr161btWrL13rH3njPtd6dOnQCAT9bB4T4/IiMj7T6nvXNdzZP2UxLSHDSpIa3i2Wefxbhx4wTdMXniiSfwxBNPOP0cOp0O8+bNw/HjxxEZGYm0tDSrq8uuJpVKodPpIBKJHC5T4q5gAw3ZqIRewXYVLr2up+yxMY2XDz74AKdPn0Zqaiq+/PJLqyxec+fOdTr9d0pKCqRSKbRaLS5evGhWGJVz5swZALC518VUTk4Ozp496/CYuro6q2Ns3ZHMyMjA9OnTUVdXhwkTJuD111/nHxNy58jWHairV68CgN33QklJCYCGpUAffPAB+vbti9dffx3dunVDQUEBPvroI6Snp+Pll19G165d+cm7aeyr1WoolUowDIOoqCjIZDJ+CZIzS7+4wZcr3x/uHPuhoaGCYjwmJgZvvvlmk55DqVRCpVI5fZ5CoUB8fDyAhgF6VlaW0200dtfd9HfCsqzNGDedQIhEIkF3WYGGvTIqlQpGo5GPcWffO/bec9x+P4Zh+OWaVVVVZnFbVVXFn2svnu2d2xju+6axmNZoNDAajVTUmXQYNKkhLnH9+nXU19cjKSnJ5heZQqFo0Xz8BoMBCxYswJEjRxAWFoa0tLRWuarZs2dPQccZjUZ+A7m3t7fdL7AdO3ZgyZIlNtMFuzs/Pz8sXbqUX+fuiNB4yc3Nxddffw2JRIIVK1Y0mpa4sLAQn332GTIyMpCVlYX6+nocPHiQvyLK8fHxwZ133onjx4/jqaeegpeXFwYOHIjXXnsNMTExyMnJwYkTJwA0XrRy+fLldpNQCE0UADRkcXv22WdRXV2NMWPG4O233zYbtJgmN7CHW67HHVtUVMSnaLa3H4PL1qfX6xEUFIRPP/2U338WFxfH18nJzMzEunXrsGrVKgDmsf/777/ju+++g1gsxvjx4yGXy6FUKuHn54eYmBirPtuLc24A644TEI4zcc4NKuVyuc3XJBaLoVQq8c0337g8xvfv34+9e/fi/PnzKC8vR0hICPr27YuJEyea1W2xx/R9+e677/I1mZKTk23GoE6n4z/jkpKSBC01tlxaZivGLZeoWca4o7a9vLxQX1/P30Fy5r1j+mfL80y/y7j3ikajMfvdcRN0Ly8vu79Te+faYzQaIRKJIJfLkZyc3OoXxwhxdzSpIc1mNBrx3HPPITs7G3369MFXX33V6n3Yt28f0tPTATR8OTlKCbx48WKkpKS0Vtec8sEHHzTpiqi7+OCDDxod7DkTL7t374ZOp8OoUaPQtWvXRp//5s2b2LdvH1JTU9GvXz9+r4iluro6ZGdnA2gYND3yyCM4ffo0nnrqKWzcuBEvvfQSjEYjhg0bZrWssCWKb+bk5GDq1KmoqKjAgw8+iGXLllkNWOwlN3j++efx6KOPYsCAAWbJDS5evIhXXnkF1dXVCA8PtyoEa9kuAEycONEqoYZIJMKUKVOwaNEi/P777/zAytSgQYMwaNAgfvLOsiwUCgVqamqQnZ2Nbt26mQ1gO0KcsyyL3NxcaDQas7selloqxjdu3Ijw8HC8+OKLiI6ORnZ2NtauXYuMjAzs3LlT0CCaw+1XYVkWWq3W5uSAiz2GYQTfGbBs11aMW7brTAIPbiLJTVicTQzSnIQinpCMhJD2hiY1pNl+++03XLt2Dd7e3li5cmWb9ME0tatSqbSqAm/Kne+CLFy4EIsXL3brPtrj5+eHl19+udHjnImXY8eOAQAGDx4sqA/c3Reg4W6AvQHf9u3bUVJSgn//+9/45JNP8M033/CZ6kaNGgWDwYCuXbti6dKlVuc6U3yTi8u///7bYfHNpUuX8kklCgoKbC6/5B63XHZz7NgxpKen82lsgYaN948++iiAhmVn69evt5v9z3Rpjb2BN/fzmpoaVFRUIDg42OZxHIZhEBsbi+vXr0Oj0aCsrMxs/4O9OPeUOzVC4rympgYajQYikcjhXeOWivH169eb/Z769++PuLg4TJkyBfv37zeL08YwDMPXPaqtrbWZ1pm74+dMem7Ldm0tAbNsV2gCD9Mlv9z7wtnEIM1JKOLuyUgIaY9oUkOaLT09HQzD4Mknn0RERITg89577z0UFhZi4MCBVpuonTVu3DiMGzeuWW24g/Hjxwta1uLJnImXW7duAWjYxCskXoQuxzh06BBuv/12vPjiixgwYABffJO7Gjx9+nTMmDHDbk0OU6aJAjQajc3aI3q93uznW7ZsQWFhIb+J2nRSbpp9yRbL5Abz58/H6dOnkZmZyU/mGYZB7969MXToUDz22GMOlxuZTmTsXTE2/bnQTccMw8DX1xcajYavR8OxFeemNUvsLdfyJNyANTg42OGdC9MY5/6u0+ng4+PD190xJTTGbU08uSWDRUVFgtrgrF+/HgcPHoRWqwXDMDbv8nD1aWQyGb90rbFEAUDDgF6tVqOiooL/N+BiXCwW8+8bLoaFJvAoLy/nYzUpKcmsXaGJQZqTUMSVyUgIIcLQpIY02/nz5wEAo0aNcuq8KVOmYPjw4fjll18wePBgREdHt0DviLtxJl64tfD19fUujZdr165h2LBhAGBWfPOtt95Ceno6Xw/GFsvim0ISBVgqLCzElStX+L+bFm61p7a2FnfddZdVcoNJkybxk7xnnnkGx48fx4wZM/DCCy8I6ktERARiYmKgVCr5QZalvLw8AA3LeJytY9NRcbHb2FV40xgHgJCQEFy9ehVVVVV8qmJX4faJJSQkOHVeTk6O3boojnCTm1u3bqGqqgoKhcLqrlVQUBBKS0uh1Wr5CaBWq8WFCxcQGRkJrVYLiUTCT9K4BB4pKSkoLCxEUFCQ1aRbpVKhsLAQQMPkrmvXrk1KDNKchCKuTEZCCBGGJjWk2YqLiyEWi632HjQmOjoaw4cPx759+3Dw4EE8+eSTLdRDz5Kfn4+KigoEBgZabf5tD5yJl6ioKFRWVuLs2bO4++67XRYvVVVVNu9eBAQE8FmLhHKUKMCVfHx8MGjQIBw+fBjbt2+3GiQ5k9zA0oMPPogNGzZg586dmDZtmtXdgG+//RZAwxImoXWkjEYjv7xMLpcLOqe4uBjV1dXtIvb1er3duxqmLGNcJpPB398flZWVqK6utnm3pikqKyuxbNkyJCUlYciQIU6dy8V4bW0tbt68CaPRCLFYzGfAMxgMEIlEiIuLs5kQxmAwQKfT2dxfIhaLERsbi5s3b0Kj0eCOO+7AqVOnsGHDBsydOxcikQidO3eGSCQyi/GhQ4eitLQUpaWlZim8tVotf4fG398fkZGREIlETXrvNOc95+y57f1zn5DWQKkzSLMZDAZBy3RsGTVqFFiWxZ9//uniXhF35Uy8DB8+HEDDpudffvnFLF4qKyuxY8cO/s6PszxxedPs2bPBMAx27dqFbdu28XtQiouLHSY3AIDNmzdj6NChNpfuPfvss/Dz80N2djbee+89fjkcy7JIS0vD4cOHwTAMZsyYwZ/z119/4f/+7/9sFvU0Go3Iy8uDVquFSCRqdA9Oe8SyrKClYpYxDvxzd6ewsLBZMc7RaDSYO3cuqqqq8NFHHzmVZtuUj48PEhISEBgYCIZhoNFo+LTGiYmJTc5wadruxIkTwTAMfv31V/z+++9ISEiAQqGwivFevXohLCwMPj4+YBgGWq0W3377LWbOnIklS5agc+fO/GQIaPp7pznvueacSwhxHt2pIc0WEhKCW7du8dWTncFdveJqaZCGJRum69LbG2fiZerUqThy5AguXLiAOXPmIDAwECzL4uDBg/j555/Bsiz27t3rdB+4K+GWKisrBaW7bSu9evXCK6+8guXLl2PJkiVYt24dgoKCcO3aNWi1WrvJDYCGBBn2EmgEBwdj9erVmDVrFr788kvs3r0bXbp0wa1bt1BSUgKGYfDyyy+bJTuoq6vDunXrsG7dOgQHByMqKgpyuRwTJkxA586dYTQaIZFIEBsbKzgbFnf1vz3EvkQigU6ns5ktzpRljHP/loWFhSgvL29yjHN0Oh2ee+45/PXXX9i4cSMSExOb3BbQsL/K2TsJnTp1avQcrt1OnTqhrKwMy5cvx0cffYStW7fajHGZTGa1J+/gwYMoLi6GVCq1eh839b3TnPecM+e29899QloDvXtIs4WHh+PWrVu4cuUKbrvtNqfO5dZDc8XRSEO2qpYuGtqWnIkXb29vbNmyBZs3b0Z6ejpf4dtoNOLee+/F4MGDBaXBtZSYmGhzIp2dnd3sQV9LmzJlCpKTk/nkBmVlZYiOjsbIkSMFJzew5e6778auXbvwySef4Pjx48jMzISvry+GDh2KZ555Bv379zc7vnv37njjjTfw559/4sqVK7h58yYMBgM/iA8LC0NoaKhTg7SQkBCEhIQIXq7mzrhJTWM1SGzF+NWrV+Hv74/evXtj9OjRTYpxoOGu6Pz583H8+HGsX7/e5r4Od9RSMd7UdpvTH6HntvfPfUJaA8OaluslpAlWr16Njz/+GI899hjeeustp88fMGAAampqkJGR4frOuQnT4psdvWhaa8XLjh078MYbb9gsTLh582b85z//wf79+/mNy/n5+RgxYgTmz5+PqVOnOt0v0rw4b2/Zz4qKilBSUoLg4OAmJbXIzMyE0WhEamqq3WMcxbjRaMTChQuxb98+rFq1ik+MQTwXfY8Q4hi9I0izjRgxAgCwc+dOXL582alzdTodampqmnzlrT3Kz89HRkYG8vPz27orLaKl4yU9PR3p6en8pOe3335Denq62b6tCRMmICYmBrNnz8Yvv/yCgwcPYvbs2YiMjMTEiROb8KqIKxQXFyM7O9thnSlPwe2LUalUVimtG2M0Gh0uWxMS40uXLsWPP/6Ixx9/HKGhoTh//jz/H5cZjLiP9v65T0hroOVnpNmSk5MxevRo7NmzB3PnzsUXX3wheM31uXPnoNfrERMT08K9JO6ipePl+eefN/v722+/DaAhcxeXOlmhUCAtLQ3Lli3DwoULwbIsBg4ciNdee40m2MQl5HI5AgICUFlZidzcXHTt2lXwnkOu5ou9vUhCYpyrnZSWloa0tDSz4+fOnYt58+Y59XoIIcTd0aSGuMSiRYtw8uRJFBQUYOzYsXj77bcxevToRs9bt24dGIaxWq9P2reWjBdueUZjoqOjsWbNGsF9JsRZkZGRqK2thU6nw7Vr1xAdHS2ozk9xcTEA2J1gC4lxy3pKhBDS3tHyM+IS4eHh2Lx5M4KCglBTU4MFCxZg0qRJ2LdvH79O3lRZWRnmz5+PP/74AwzDYMKECW3Qa9JWKF5IRyCVShEXFwexWAyj0Yj8/Hxcv34dlZWVfC0VU3q9Hnl5eaitrQWADpkKmxBCmoru1BCXSUxMxNatWzF//nxkZGTw67fFYjG6deuGyMhISKVSFBcX49KlS9Dr9QAaqqDHx8e3ce9Ja6N4IR2BXC5HfHw88vPzoVarUVdXh7q6OjAMAy8vL0ilUjAMA51Oh/r6er6WSWhoKLy8vNq494QQ4jloUkNcqkuXLti6dSu2bNmCTZs2obi4GHq9HpmZmcjKyuKP4764n3jiCSxYsKCtukvaGMUL6Qi8vLwQHx+PsrIylJaWQq/X89nebN2ZDA4OtqrBQgghxDGa1BCXk0gkmDJlCiZPnowjR47g6NGjyMjIQGlpKbRaLUJDQ9G7d288+uij6NWrV1t3l7QxihfSETAMg9DQUAQHB6OmpgbV1dVQq9X8BEcikUChUCAoKAgKhaKtu0sIIR6HJjWkxchkMjzwwAN44IEH2rorxANQvJCOQCQSwd/f36riPSGEkOahRAGEEEIIIYQQj0aTGkJagWl1dFtZjwhpDyjOCWk5pu8p0/caIaQBTWoIaQUMw0AiaVjtaWtjMCHtQXPinCZBhDjGvackEglNagixgSY1hLQSPz8/AIBKpeKzeRHS3jQ1zmlSQ4h9LMtCpVIB+Oc9RggxR4kCCGklAQEBUKlUqKmpQX5+PoKCgiCXyyESmV9bYFmW/48GesTT+Pn5mcV5YGCgzTjncHGu0+ko9kmHZS/2jUYj6uvr+fcU0PBdQgixxrB0yZiQVlNVVQWlUunwGK1WC4PBALFYDJlM1ko9I8R1DAYDdDodxGIxRCKR4KUyer2eYp90SEI/92NiYihzHiF20J0aQlqRv78/pFIpKisrUV1dDb1eb3VMUVERKisrERwcjOjo6DboJSHNIxaLwTAMP7lpDMMwEIvFFPukw3IU+xKJBH5+fggICIC3t3cb9ZAQ90eTGkJambe3N7y9vREZGckvNzD1/vvv4/Tp05g5cyaGDBnSRr0kxHVsxTmHYRj+Ts6KFSso9kmHZO9z3/T9QQhxjCY1hLQhyy+sP//8E6dPn4ZOp0OvXr3s7kMgpL2h2CcdFcU+Ia5BkxpC3MD27duxbNky1NXVAQB69OiBe+65p417RUjLo9gnHRXFPiGuRZMaQtxAXV0d6uvrERYWhsGDB2P+/Pl8vQ9C2jOKfdJRUewT4lqU/YwQQgghhBDi0WjhJiGEEEIIIcSj0aSGEEIIIYQQ4tFo8SYhbchRqltCCKW0JYQQIgxNaghpZWq12mHxTUKIOSo+SAghpDGUKICQVlRVVQWlUtnW3SDEY8XExMDf37+tu0EIIcTN0J0aQlqJWq3mJzS+vr4ICgqCXC6nQmuEOGA0GlFfXw+VSoWamhoolUpIpVK6Y0MIIcQMTWoIaSWVlZUAGiY0nTp1on0ChAggEong6+sLHx8f5Ofno6amBpWVlTSpIYQQYoYuERPSSqqrqwEAQUFBNKEhxEkMwyAoKAjAP+8lQgghhEOTGkJaAcuyfFIAuVzexr0hxDNx7x29Xk9ZAwkhhJihSQ0hrcB0AEZ7aAhpGtP3Dk1qCCGEmKLRFSGEEEIIIcSj0aSGEEIIIYQQ4tFoUkMIIYQQQgjxaDSpIYQQQgghhHg0qlPTjty4cQPnz59HcXExysvLodFoEBgYiODgYCQkJKBPnz5U24G4BYpV0lFR7BNCSMugSY2HO3fuHLZv346jR4+irKzM4bFisRipqal4+OGHMWbMGPj5+bVSLwmhWCUdF8U+IYS0PIalvJgeadeuXdiwYQOuXbtmltpUoVAgMDAQgYGB8PLyQmVlJSorK6FSqWA0GgE0FLGTy+UYPXo05syZg6ioqLZ6GR2G0WjE33//DQBITk7uUGmdKVZb34kTJ/D555/jwoULqKurQ3R0NEaOHIkZM2ZAoVC0aruHDh3C0aNHcenSJRQWFkKlUkEikSAmJgYDBw7ElClTEBMTI+j5Pe19RLFPCCGthyY1HubkyZN4//33kZmZCZZlERAQgBEjRqBfv364/fbb0aVLF5vn1dbWIiMjAxcuXMChQ4dw/vx5AICXlxeeeuopzJw5E76+vq34SjoWTxuMuQLFatv48ssv8e6774JlWURGRiI4OBjXrl2DVqtFQkICvv76awQGBrZau08++ST+/PNPSKVShIWFITg4GCqVCrdu3YLRaIS3tzfWrl2LQYMGNdoHT3kfUewTQkjro0mNh+nevTsAYNCgQXjssccwePBgSKVSp9vJz8/Hzp07sWXLFlRWVmLu3LmYM2eOq7tL/n+eMhhzJYrV1peRkYFHH30ULMvi7bffxoQJE8AwDIqKijBr1ixcunQJw4cPx5o1a1qt3Z07dyIiIgJ9+/aFTCbjf56bm4vXXnsNp06dQlBQEA4dOtToXSRPeR9R7BNCSOujSY2HmTZtGubNm4fbb7/dJe2p1Wps2bIFCoUCjz/+uEvaJNY8ZTDmShSrrW/27Nk4ePAgxo4di/fff9/ssZycHDz44IMwGo3YtWsXP/Buy3ZLS0txzz33AAA+/fRTDB482OHxnvI+otgnhJDWR4kCPMyGDRtc2p63tzemT5/u0jYJAVomVrt3744ffvgBGzZsQGlpKXx9fdGlSxcMGTIEjz32GAICAlz6nJ6ktrYWR48eBQBMmDDB6vG4uDgMGDAAx48fR3p6uuDJR0u1CwChoaEIDAxERUUF6uvrBZ/n7uhzmhBCWp97XuYihBATVVVVmDlzJqZNm4Y9e/ZAr9eje/fu8PX1xblz57By5UpUVVW1dTfbVGZmJrRaLWQyGXr16mXzmL59+wIALly40ObtAkB2djYqKiogEomQkpLi1LmEEEKIKbpT42HGjBmDlJQU3HnnnRg3blxbd4cQu1wVq1qtFrNmzcLp06fRs2dPvPHGG7jjjjv4x5VKJbZs2YLY2FgX9Np569evx5EjR5w+LyUlBYsXL3ZZP27cuAEAiI6Otrt/o3PnzmbHtkW7LMuivLwcZ86cwYcffggAmDp1apv9/loCfU4TQkjro0mNh/n7779x5coVXLhwgf+ynDRpElJSUtCjRw+kpqYiMTGxSZtSCXElV8Xqhx9+iNOnTyM1NRVffvmlVWHCmJgYLFq0qMVeR2NycnJw9uxZp8+TSFz78VtZWQkADpfgcY9xx7Zmu7t27cLChQvNfhYfH48PP/wQDz/8sOD+eAL6nCaEkNZHkxoP88Ybb+Dy5cuora3lf3bu3Dk+9SfQMFhKTExESkoK/yXao0cPqlLtAXbs2IElS5agurq6rbviND8/PyxduhTjx48H4JpYzc3Nxddffw2JRIIVK1Y0GsP79+/H3r178ddff6G0tBSRkZG47777MGfOHAQFBZkde+vWLSxbtgzHjh0Dy7IYOHAgXnvtNcE1U4CGui0qlQpBQUEuqwfTlFowQ4cOhVKpBNCwBCw5OdnqmIsXL/LZxzQajeD+cMc6GoALaTckJAR9+vQBy7IoLCxEUVERcnJy8OOPP+LOO+9EZGSk4D65u47wOd0StZCaG/v2XLx4EV5eXk3qEyHEc1D2s3bgk08+QWZmJjIzM5Gbm2tW5I1hGP7/Xbp04b9AU1JSkJqaCn9//7bqdociNGtT//79cerUqdbsmkv1798fJ0+etPu4s7GqUqlw7NgxPPDAA1i7dm2jzz9hwgSEh4dj2LBhiI6ORnZ2NtauXQtfX1/s3LmTHzDW1dVhzJgx8PLywgsvvAAAWLVqFerq6rB79274+Pg0+lwtUQ+mqW2aDuwUCoXNzfppaWn4448/+AHiuXPnBPVpw4YN+OCDD3D77bdj+/btNo85cuSI0+3m5eVh+fLl+OWXXxAREYE9e/bAz8/P4Tmekv3Mlvb0Oe2OsZ+UlGS3hk9aWppZOnFCSPtEd2ragZkzZ/J/rqmpQVZWFi5fvsz/d/36dej1ety4cQM3btzA3r17ATR8gSYkJGDEiBGYMmUKFXVzAwsXLsTixYs99k7Nyy+/7PAYZ2OVG/gdPHgQDz/8cKOxun79egQHB/N/79+/P+Li4jBlyhTs378fY8eOBQBs374d+fn5SE9P5wshJicnY8SIEdi2bRumTp3q8HVkZGTgvffeAwC88847Nuu2LF682Kl6MELaHDFiBOLj483OW716tdnfw8PD8c0339h8DiFLySwJWVrWlHZjY2OxevVqjBkzBlevXsWWLVswa9Yswed7mvbyOd1Wsd9Ym2+88Qbuuuuu5r04QohHo0lNO+Pr64t+/fqhX79+/M+0Wi3+/vtvZGZm8l+gV65cQX19Pa5evYpr165h37592Lp1a6NXSknLGj9+PL98q70TEqvffvstdDodWJYVFKumExpOz549AQBFRUX8zw4dOmRV2T02NhZ9+vTBoUOHGp3UfPzxxzAajRg7dixUKhUmT57MP8ZNxA4cOIAxY8bYXTZjmSjAtM2JEyfyP4+IiMDKlSsxYsQIVFRUWO3fsVzyVVBQAJ1OZ3O5WG5uLoCGNMxCcce6ul0AEIvFuPfee3H16lVkZGQ4da4n8+TP6cbi9MEHH8SBAweQlZUlOL13S7RJCOl4aFLTAchkMvTs2ZMf3AENyziuXr2KI0eO4IsvvsD169exYcMGvPjii23YU9LRWcbq3r17UVlZibfffhuVlZVNitUTJ04AABISEvifXbt2DcOGDbM6NjExEenp6Q7bs6zbsmPHDruJArKysuy2Y5ooQEgtmLvvvhvHjx/HrFmz+CVzlsRiMbRaLS5evMinWTZ15swZADDLHteYlJQUSKVSl7fL0ev1ABo+kzoyT/icbomaRS1ZB4kQ0rHQpKaDEolESE5ORnJyMu655x78v//3/3Dw4EGa1Djpr7/+gk6ng0gkcrgRlWVZaDQayGQyqNXqVt8LwLIsWJYFwzBN3sTbFqKiolBZWYmSkhLMnTvX6VitrKzEsmXLkJSUhCFDhvA/r6qqsrlPISAgoNF6N5Z1W/r27Yvly5ebHbN27VqsWbMGd999Nz7//PNG+ym0Fszx48cd1oIJCQlBcXExnnvuOQwYMAD9+vXDww8/DF9fX+Tk5PATvJEjRzbaJ46Pjw8GDRqEw4cPY/v27fykhot9ABg9ejRGjx6NhIQEZGZmCm7baDTitttuw7vvvouwsLBGz2VZli/SmZWVxe9FcUSj0cBoNEIqlZpNGDyBu31OuypOW6LNrVu3YtOmTaivr0doaKhZ7Lua0M/9tubJsU9IU9CkhiA1NRXe3t6NZpAh1rilUQaDAXV1dYLOacsr0p6WF2T48OHIysrCxo0b0b17dwwbNoyP1crKShw4cADdunWzeYdAo9Fg7ty5qKqqwieffAKxWGz2uJABsS0tUQ/GVW0WFxcDAEpLS/HTTz/hp59+wqpVq7B48WJs3LgRRqMRw4YNs3m1e/Pmzfjiiy8QERFhtSdn9uzZ+PXXX7Fr1y706dMHEyZM4GMfALp27QqgIbaFvg84nTp14v/szLlqtdqp5+EmYJ7KHT6n3Tn2uT1IHC72V6xYgXvuuUdQX4Rqyud+W/L02CdEKM9JHUMAABs3buSvVLrKxYsX8eyzz6J3794ubbcj4O64qNVqZGVlIT8/HxUVFXyVdIVCAYVCAW9vb/5YkUhk9p9pW674z1Z7nKYO5JvCFbE6depU3H777airq8OcOXNw5513wsfHB3q9HnfddRfeeOMNm/sLdDodnnvuOfz1119Yv349EhMTzR739/e3ufG9srKy0UxTLVEPprlt9u7dG0uXLsXevXuxYMEC/ucSiQQqlQovvfQSLl26hK5du2Lp0qU226+uroZSqTTbe8Tp1asXXnnlFQDAkiVLMGTIEI8YzJlqzbuj7fVz2t1j//z58zh16hTWr1/PZ0/kEg24kidl3QM8r7+ENBXdqfEwH3zwAT7//HNMmzYN48aNa1aqz9OnT+Ozzz7Db7/9hjlz5mDTpk1NasdV9QpYlsW5c+dw6NAhnDlzBtevX0dNTQ38/PyQkpKCsWPH4uGHH7Y7MG+LegVeXl6oq6tDTk4OnnzySQANxSDHjBmDV199lb8KbZqK1nSCw7IsPziUy+XNnnTYa0+tVsNoNLbqpMYVsert7Y0tW7bgf//3f7Fnzx5UVVVBLBYjIiICiYmJGDx4MH+XgGMwGDB//nwcP34c69evt7kHJDExEVevXrX6eXZ2ttUEyJKr6ra4ss0VK1bwf05ISMBtt92GTZs24cKFC6iqqgLLsoiJicF3330nKF21LVOmTEFycjI2bdqEixcvoqioCHFxcfD29rZZF6cxBoMBf/31F4CGZA6Wd9Jc1d7ff/8NtVrdqsuE3PFz2hXcPfaBhs+MIUOGYODAgZg8eTIuXbqEDz/8UNAyUKG4z32KfULcC01qPMzMmTORlpaG999/HytXrsS//vUvjB49Gv369UNISIjDc3U6HTIzM3Ho0CH89NNPUCqVYFkWvXr1srlpWgjL2gJRUVG4du0a1q1bhwMHDjhVr+DEiROYMmUK//fY2FjExMRAqVTi2LFjOHbsGPbs2YM1a9Y4rDngqF5BSw3qTQeKSqUSn3zyCZRKJTZs2IDQ0NAWeU531xKxevvtt+Odd96xu1nYaDRi0aJFOHjwIFatWmV32cnQoUPxn//8B3l5eYiNjQUA5Ofn4+zZs5g/f77DvnEDBEdLOrRardmxjXF1mwMHDsTAgQMBAL/99humT5+OW7duwWAw2D1n3rx5mDdvnuB2MzMzUVdXB4Zhmj0oE4vFzW7DXnutOZHnuNvntKt4Quxz5HI5XnjhBUyfPh0nTpywu4+uOSj2CXEvNKnxMC+++CImT56MlStX4qeffsKBAwfw888/A2jYVJ2cnIzg4GAEBARAJpOhqqoKlZWVyMvLQ1ZWFv/FwbIsOnfujOeffx6jR49uUl9cXa+AZVl06tQJTz/9NEaPHm325b9z504sXrwYv/76K1avXm22xMZSW9Qr8Pf3x9SpU7Fr1y6UlZXBYDBg165dOHv2LFavXo3u3btDr9ebZbxq79oiVpcuXYoff/wRTz/9NEJDQ80quEdGRvJV6ydMmICvvvoKs2fPxvPPPw+GYbBq1SpERkaapZS1pSXqtrRULRgA6NOnD4CGCV9ubi5uu+02p84nznOnz2lXotgnhLizjjPCakciIiLw/vvv46WXXsL27dvx3XffobCwEAUFBSgoKLB5dYbb0CuRSDB48GBMnDgR9957b7Ou5Li6tkCvXr2Qnp5ucxnC2LFjUVhYiI8++gg7duzASy+95FbrhMPCwrBw4UIsWbIECxcuxI4dO8CyLPLy8jB+/Hjcf//9WLhwIcLDw2EwGNyq7y2ptWP1yJEjABoqiKelpZk9NnfuXP5OhEKhQFpaGpYtW4aFCxeCZVkMHDgQr732WqPLs1qibktL1oIxbcvRnRriWu7yOe1KFPuEEHdGkxoPFhERwS8ZuXLlCk6dOoWLFy+iuLgY5eXl0Gg0CAwMRHBwMBITE9GvXz/06dPHJSkuW6K2QGP9uu+++/DRRx+hoqIC5eXlbrWsSyqV8murt23bhlGjRmHBggUoLS2FwWDAkSNH8MwzzyA0NBQqlQrh4eFt3OPW1VqxeujQIcHHRkdHO1X1nNMSdVtashbMlStX+D9HREQ4dS5pvrb8nHY1in1CiDujSU07kZSUhKSkJDz++OOt8nwtUa+gMaabROVyud3jWrNeAYdL78kZOXIkrl+/jqNHj+LEiROQSqUwGAzQ6/VQqVQIDAyEVCo1S7HsinTLrm6vJbR2rLqaad2W//73v5BKpWZJMgYMGOB0PRhXtKnT6ZCWlobdu3cjNzcXMpkM3bt35/cjJCYm8svvSNug2G+ZNin2CSEATWpIE7VEvYLG7NmzBwDQvXt3hxOU1qxXwFGr1Wb7NwDgkUcewSOPPGL2M7lcjujoaOh0OquNsc7W3RDSJ9IyZs+ejcOHD+PYsWMAGq4CR0VF4erVq3yNl8GDB1vdoZw0aRKKiorw1FNPmSXFaE6bGzduhEgkwr59+3DhwgWIxWIkJiaipqYGJ0+e5I9rLAkAIUJQ7BNC3BVNakiTtES9AkcuXbqErVu3AgBmzJhh85jevXvj3//+N/r27ctPHM6cOYPVq1fj8uXLmDVrFr755hukpqY2uz9NxbJsmxbfBNq2+Gd7wTAMZDIZfzdMJpNBIpGYZeWTSCRW/9ZlZWUoLi5GbW2t1WNNbbO4uBhfffUVgIZJc0JCAliWRXl5udkFB5lM5tLfPddPITHNsqzVnUPTO5t6vd7hnUWGYRrdV2LaB9P05c70kzSOYr/5MWUvVm0REvuEkAYM665rVIhb++9//4vVq1ejX79+/JeKpT/++ANTpkyBWCzG5cuXm/xcpaWlePTRR1FQUIAHHngAa9euder8+vp6vl7B3Xff7dJ6BVxaW1v1Cr766iuoVCqEhYUhODgYQUFBkEgkYBjGbADHLaUzGAx8itCmfomZDh5NvwxNv0Q7SpKClnTz5k1UV1fzdwy5OkBSqRS+vr4oLy8H0LDsxXSp5N9//w2dTofw8HCrfVVNbbO6uho3b94E0JDOlRskSSQSPumBSqWCt7c3EhISXPZvUF9fzz8X93ym2f2MRiN0Oh0f15YxbS9WbR3DPc6lq+ViWK/X81kFxWIxf3fS29ubX+7JtSESiRwuWyXCUOw3HvuAeWxaPsayLB+rUqnU5moH0/Plcjn8/PwQEBAAb29vAEBJSQnKy8sRHByM4OBgfqXAHXfcgfLycn6/lk6ng0KhQI8ePVz2+glxV3Snpp27dOkS9uzZg4yMDBQVFUGj0cDLywvh4eHo2bMnHnzwQfTs2dPpdluqtoCl6upqTJ8+HQUFBUhNTcXy5cudbqOt6hWMHDkSV65cgVgshpeXF2QymdngzXRAB6BZkxnTfjT2Z09mNBphMBgcFupraSzL8gMzLy8vm5PEkJAQGI1Gq5iwV6ivOW1yAzaGYWwO2lmWRXBwMICGfz9XTWq5q+jc1WqWZaHX6yEWi2EwGKDT6SAWiyGTyVw+keb2sLEsC7FYzP/d9AIB95hIJHL7+LecvNk7xmAwtGlaeIr9Bo5iH4BVbHKPcRe0LGPV1uPc+UajEbW1tdBqtVCpVAgJCcG+ffuQk5PD96dr1678CoSvvvqKX/I9aNAgwXXiCGkPaFLTThkMBrz55pv47rvvwLIsIiIi+C8NjUaD3NxcnDp1Cp9//jn+53/+B0uXLnWqAFhL1hbg1NbWYtq0abh8+TK6deuGjRs3Nnmzf2vXK1Cr1SgrK0NISAgUCgV8fX35wZ1cLgfLsvxVbG7SV19fz0+OpFJpk76ATZdDmA7muC9ehmE8+k5NcXExSkpKmlTF21Vqa2uRk5MDhmGQnJxs89+T66ePj4+gNLTNaVOpVKKiogKBgYGIiYmx2f6VK1eg0+kQFRXlskEOdzXdYDCgtrYWAPhBWXl5Oby8vODj44OAgADI5XKzuy2mgzbgn6Volo+b4gb+3CBRrVabLWFjGAZ+fn4AGi6GcOf7+PjwkxvuKrc7KS4uRmlpKd9fhUKBqKgoq0F6RUUFlEolxb4bxz434bRcTsk9FhQUBJVKBb1ebxarAKweN13iZjAYoNFooNfrceXKFVRUVJh9X3MX/bg/U/FN0lHRpKad+vTTT/Hdd9/h2WefxZNPPmkznWVRURG++OILbNq0CbGxsZg1a5bg9luytgDQ8KUxc+ZMnD9/HnFxcfj8888RFBTkdDuc1q5XwE3ofH190alTJwANkxagYbLBDehMl9Jw/+e+LJty58b0i9TyCnV7mNRwr6ktX4NOp+P3ANi7as4N4nU6naC+NqdN7lx7V7mBhruler1ecH+EMI1b08FiWVkZRCIR/Pz8EB0dbTOGLV+jZZ8c3Y3Q6/VmA0hbbF1IEYlEbhf7FRUVKC0thUwmg5+fH/R6PaqqqnDjxg3Exsaa3VGm2Hf/2G+MVqu1qoNlGqu2HuewLIvi4mL4+vpi0KBBdp/jgQceENwfQtobmtS0U99//z0mTpyIBQsW2D0mIiICL7/8MmpqavDdd985NakxrS3wzTff4NixY2ZpOEeOHImzZ88CEF5bgGVZnDt3DgcOHMC3337LX8FSqVRYtGgRxo4di4cfftjhQN9eas/77rvP7HW3NK7vQUFBfH+5q9j2Noaa7rXR6/X8XRzTY91tUOYK+fn5go/lJoZtiZsUO7qzaXkHoiXbbIn+NEddXR0YhkFgYGCLXCkWiUTtppBiWVkZvLy8kJCQwL+36+vrkZeXh7y8PHTq1KnJd7pbAsV+2+HuRNbW1nr8ayGkpdCkpp0qLCwUvMSqZ8+e+OGHH5xq37S2wLvvvgsAiIyMRFRUFK5du4Z169bxxwqtV3DixAmzVJ9isRjx8fEoKSnBsWPHcOzYMezZswdr1qwxy4rD0Wg0eOaZZ3DmzBk+tadarcbJkyf59J6tUa+AWx4DmNfTEYvF/GRFKpVaJQzgsvtwX1gsy6K+vh4ikchsOQGXbKC9qKioaOsuOMVyL5QtthI0tFSb3N8dncsNmFsiL4xer0dOTg6/NMxoNPJX1k1rS9nCLb1s7DhL3HsjPz+ff00ikYjfDJ6dnc1fPIiLi2vTfSiOaDQahIeHm12skMvliI+Px82bN5GXlwej0disu9SuRLFvzjT2nWErVoXglqJdvXoVL774In+el5cXdu7cCQAYO3YsNBoNZDIZPv30Uyo6SjoU9/ykJ80WFRWFP/74A+PHj2/02GPHjjVpoD9y5EgcPnwYQENNlvfffx8ikQiXLl3C5MmTUV9fj/DwcMH1CgwGA7y9vaFWqxESEoKvv/6aX7q2c+dOLF68GL/++itWr15tdQdq48aNOHz4MM6cOYNOnTrhs88+Q3x8PFQqFRYsWIDff/8dADBkyBCnX6ezLJeAcUwnNZaPmR7DMIzZngJuPww3seEy4jjTF9P/u1vCQ4lEAm9vb8TGxjZ6bElJCUpKStr0NZgmerDXD9OBtpC+NqdN00GbvXNNB3+u/rdjGAZhYWF8H8rLy8EwjM19Ydyk3HLPARfP9h63PF+tVkMqlfLPyz3GCQsLEzRYdgf2Pgfi4uKQm5sLpVLJZ29ra5ZJTmwxjdOWblPIhEXIxKepTGMf+CeBAJckx5RMJkNwcDDKy8vNEuyEhoZaPW7v/MDAQGRmZiI8PBxz5szhX5vp98G///1v/qJac5L0EOKJaFLTTo0fPx4rV64EADz11FNITU01++DT6/XIyMjAl19+ifT0dLz44otOP8eBAwf4P+/evRunTp1CUFAQrl27xn8oFxcXIysry2xiU1RUBKVSyS/R4hQWFvJpLuVyOV599VWzx0NDQ1FQUIBNmzZh5MiRZneibty4gVOnTgFouPq5aNEi1NfX4/r16/wafJZlcfz4cadfp6uIRCLIZDJotVoYDIZGlxCYDkC5uz/cFzP3pdUeyGQy1NXVCbpaz/2bteUyNG4godfr7faDi2ORSCSor81pk4sJjUZj91xuEMXd4XAFW1eXpVIpPzG3HESa3mXkJi6NPW5rszX3Z8v2TffNcUtj3Z1MJrP7+xCJROjcuTPy8vJQUFAAhULRyr2zJmQpl5AlYa5qsyX601QymYy/o6ZSqczij3tMJBLxyQBsnWv6uK3zuUQalpMV0wtCsbGxLit4TYinoUlNOzVt2jQUFBRg27Zt2Lt3L/9hyQ2qVSoVPyiZMGECpk2b5lT7tbW1OHr0KADgtddew++//46LFy+irKyM31Nz7tw5nDx5Eunp6VZ3a2wxvQqnVCqhVCptHmcwGFBQUGA2qeG+TLi0yVlZWRCLxejUqRP69++PESNG4Nlnn8WlS5eQm5uLzp07O/V6XYX7QuImNZbZykxxgzpbmaBMN9VaDvxstSckZWxb8fLyQl1dHZ8cwRGRSNTmS4m4wTP3+7H178kN2IWmnm5Om1KpFPX19Q7Tq3OPtUQqbIlEguDgYD7xRVlZmc3nMo1HboJieqXZ8nGpVGqzvhIX7xKJBGFhYXzcSCQS1NXVAWhIAczdFeXudLojHx8fVFRUIDIy0uadDW5ik5+f75Iixs1lmsrfXopkbjBua4mwq9vkLog4msC6orSAPaaxbxrvoaGhfHZLy8fEYjFCQkL4WA0LC7N63N753JLKkJAQzJgxAxUVFVZ1ah5//HGrOjWEdBQ0qWmnRCIR3nrrLUyePJmvU1NcXIz6+noEBgYiOTkZt912Gx588EFBEw5LmZmZ0Gq1kMlkmDx5Mp5++mmrY9auXYuTJ0/iwoULZj8/dOiQzTbHjRuHcePG2X3Oc+fO4bHHHgMA3H333WaPcQOphx56CMuWLbN5fqdOnZCfn4/z58+7fFLDTT4A8/TJtpYEmRZrMy3CZvqlazAY+EEMy7Kora1FTU2NWTt+fn7w9/c3u0opk8n4fTym7Wk0Gr5P7laAMDIyEmFhYYL2Csnl8jZfIy6TyXDr1i3+d2srTTB318nX11fQv3dz2vTz80N1dTU0Go3N59LpdPyEKCAgQPBgszGmBQi557W8e+PsEiRLjZ0vkUj4AZ/l+4wraqhWq912UhMYGMjfnbN3J4ZhGHTq1IlfdteWuL1S3OeWrUxdXIpjoXeWmtOmQqFARUUFP0GwpNPp+EF9S6TzdvR5aq+opiV7F2kaOz8sLIz/LLS8UxUWFoawsDBkZmbSpIZ0KDSpaeeSkpKQlJTk8na529vR0dF2P3i5iYOrboXv2bMHANC9e3erejVcIbIuXbrYPZ+74tkSt+bVajV/pYwjl8tRV1cneGBnOWAxTefalAxI9gZA7nanhrvC7ynEYjF8fX1RXV0NlUplNQjTaDT8IMzf31/Qv3dz2vTz8wPDMNBqtaitrbV6b3BLXeRyOa2xdzNC95IxDIOoqKhW6JFjzsZpS7dpGvs1NTVWsV9eXg6AYp+QjoImNaRJhBTWFFKgU6hLly5h69atAIAZM2Y0qz9VVVXN7g/p2IKCglBdXY2KigpUVFRAIpHA19cXwcHBKCgoANAw4LK8Onz9+nXodDqEhITwG4Q5YWFhfJtVVVUwGo2QSCTw8fHh913YarOoqIi/E2FaZdxSeHh4c182IRT7hBC3RZOadq66uho3btxAUFCQ3SuCeXl5OHPmDMaOHSu4XW4pjKPb49wyF2fTtVoqLS3F3LlzodPp8MADD2D06NHN6k9LbDL39vbmK30bjUZcvXoVDMNAoVA4vFNjuvzM29vb7l4KLuMZt1ShvLwcSqXSbGkBV5E6JCTEqj1uqZA746pmSyQSu0ukuLsRbZnitq6uzqq2jl6v5wd5QEOs2apwzi2Hsbex2bKWkV6v5yfsUqnUbtV003O5PwP/LMkKCAgQfOWctD6KfYp9Qkjz0aSmHfvvf/+L9evX8+vp77jjDrzzzjvo1q2b2XHnzp3Dq6++6tSkxnRzpz2u2KBZXV2N6dOno6CgAKmpqVi+fHmz+9MSe0q4rDTcn00Lbgpd7mXvWFtrq/39/VFfX4+amho+i5xOp0NpaSk/qQH+KeLprnsKOMXFxWapmhUKBaKjo61+V3V1dVAqlW02sDMajcjNzYXRaERgYCACAgJQVlYGtVptlqo7Pj7eqYQGXLssy/JLaNRqNS5cuIDdu3fj6tWrqK+vR0xMDEaOHIkZM2ZY7S8IDQ2FSCRCRUUFtFotGIaBt7c3QkJCrO5gnjhxAp9//rlVwVxb7To6LyoqCg888ABmz57d6B6KmpoalJWVoa6uDkajEVKpFP7+/ggJCXGLdMVthWK//ce+ree8//778cwzz7hFVjtC2gua1LRTP/74I9asWYO4uDgMGTIERUVF+Pnnn/Hoo4/io48+ana9FiFLy4QsCXOktrYW06ZNw+XLl9GtWzds3LjRas00h7sSJ6Q/7eGqnVQqhZeXF79RtaKiAjqdzmzykp+fzw8ufH193XbfSkVFBYqLiyGTyeDn5we9Xo+qqipkZ2cjNjbWrX5f5eXl0Ov1kMlkiI6Ohkgkgp+fH4CGwRmXzryystJscsnh7uY5ardz584QiUT48ssv8e6774JlWYSGhiIkJARKpRLr1q3DgQMH8PXXXyMwMNCsHW6DsCOm7VoWzLXXrq3zIiIicP36dXz22Wc4dOgQvv76a7u/q7KyMty6dQtAwx1FLy8vaDQalJaWoqqqyumBcHtBsd9+Yt/WeY6ec8OGDTh48CC++eYbtymuSoin67iXx9q5LVu2ICkpCbt378aiRYuwcuVK/PDDD4iJicG8efOwb9++ZrXPFcUsKCiwe3ckNzfX7FhnqNVqzJw5E+fPn0dcXBw+//xzhx/83HPcvHnT7jHN6Y874lJ0S6VShIaGWm0gLykpQWVlpdvfpSkrK4OXlxcSExMRFRWF2NhYJCQkQCaTIS8vzy1S2XK4vgQGBtosBMgNbJzts2W7GRkZeO+99wAA77zzDr7//nt8+OGH2LRpE1JTU5GdnY3Fixc73X/Ldn/99Vf88MMP+OWXXxy2a+u8rVu34scff0RKSorD/qjVan5CEx0djeTkZCQmJiIpKQlyuRxarZbfi9HRUOy379i395w///wzevTogRs3bjTptRBCbKNJTTt15coVjBs3zmx9dmJiIrZt24Y77rgDCxYswM6dO5vcfkpKCl/g7uLFizaPOXPmDICGZW/O0Gg0mD17Nk6dOoWYmBikpaU1egWOe46zZ8/afLyoqIhfC+5sf9wVV88gLCwMISEh6Nq1q9XV0NraWrOlLe5Io9Hwhec4crkc8fHx8Pb2Rl5enlWxurZgWrjSVtpZ0587k0bYVrsff/wxjEYjxowZg4kTJ/J3KBUKBVasWAGRSIQDBw4gKyuLb6e2tha5ubm4ceMGcnNzUVxcbFW/w7JdbhIcERGBlStX2mzX0XlhYWFYtmwZf97ff/9t9rpYlkVxcTGAhkErd2GCZVlIJBJ+n0RVVRX/b9bYf5b/drYes3e8u6HYbz+xn5WVZRWP3LmPPPIIJkyYwL/m8PBw/tyff/7Z5rmO4p8rIWD6H8f0Z+4e/4S4Wse7399BiEQim18+vr6+2LhxI2bPno3XXnsNGo2mSfn7fXx8MGjQIBw+fBjbt29H3759zR7PycnBiRMnAAAjR44U3K5Op8O8efNw/PhxREZGIi0tDZGRkY2ed//992Pp0qX88w4YMMDscS5zWkpKisO0z57IdM+NaQFCbvMst6/GnZf3WF75PXr0KH744QecPXsWpaWl8Pb2RufOnXHvvfda/W5bi1ar5QcJ9jZzcz9nWRY6nU5QTRjLdk0L23IDIdN2Y2JiMGDAABw/fhzp6ekYP348AFjV6qiqqkJJSQnCw8MRFhZms11TcXFxZu1y9asaOy82NhZ33nknTp48ib1792LkyJF8EVij0cjXVwoMDLRKViGTyeDj44Pa2lpUVlY6VUPHaDTaTVve1vVcnEGx3z5i/8cffzRLxlNXV8efO2bMGKs+du7c2e659nDvqfr6ersXE//6669G2yGkvaI7Ne1Up06dcOnSJZuPeXl5Yf369fjXv/6Ft956Czt27GjSc8yePRsMw2DXrl3Ytm0b/+VUXFyMl156CUajEcOGDbMq7jlp0iQMHToUmzdvNvu5wWDAggULcOTIEYSFhSEtLU3QBz3QsFF04sSJAIDXX38d169f5x87dOgQNmzYAACYM2dOk16rPVzWNbVajczMTGRmZiIrK4vPNqZWqx3+Z5qJrb6+vtHjnWkvISEB8fHx6Nq1q9nAwN3IZDK+31VVVZg5cyamTZuGPXv2wGAwoEePHvD19UVGRgbWrVtnVYS0tZheDbW3P8n05/ayPDXWrmlh2169etlsl7uIcOHCBchkMoSHhyMhIQE9evRASkoK4uPj4e/vD5ZlUVRUhLKyMpvtWjJtl2PvPNNY6t27N4CG5Tam6uvrGy36ym2UbumJCMV+01HsNx77lpOJrKws/tzU1FSbz2nvXFdrbgZSQjyF+166Jc0yYMAA/Pjjj3jttddsXjGTSqVYs2YNFixYgH379jWpIGOvXr3wyiuvYPny5ViyZAnWrVuHoKAgfsNo165dsXTpUqvzioqKoFQq+axdnH379iE9PR1Aw5f9q6++ave5Fy9ejJSUFLOfvfzyy7h06RLOnTuHhx56CN26dUNdXR2/l2bq1KkYNmyY06/TEe7KM8uyNqtaO5NG2dUpl01TQHPccWDn4+ODiooKBAcHY9asWTh9+jR69uyJN954g18qyLIszpw5g23btgm6c9cSuI29gONq6VwcyOVyiEQipKSkOFw3b/o7YRjGZmFb0/en0Wg0K2xrqwaHQqFA586dUVBQgPLychQVFfETfWcL5tortGva706dOgFoSA9vilsCJJVK7X7GcG229MCLYr/pKPYbj33L/Zzc905kZKTd57R3rqu5ezp/QlyFJjXt1JgxY1BSUoLLly/b3UMiFouxcuVKhIeH4/Lly016nilTpiA5ORmbNm3CxYsXUVZWZpYi0976a1tM10ArlUoolUq7x1pOiICGL9IvvvgCaWlp2L17N3JyciCVStG/f3888cQTGDFihHMvTgCpVAqdTgeRSMSnlWZZlh+giUQiu+lqv//+eyxdutTma2lJTZnAWvLz88PSpUv55R/NERgYCL1ej//85z84ffo0UlNT8eWXX5oti2QYBn379kVMTEyTrugrlcom7U1QKBSIj48H0DBIsVxvL0Rjy/5Mfx8sy9rMGmg6iBKJRIIL20ZEREClUsFoNKKkpMSqXUu22rWXxZBb3sgwDL9J3LSwLcMw/JV4sVhs9jp37NiBt956C9XV1fwSSYZhBC+RbOoEhWJfOIp952Pf9LOeey8EBATY/Q6wd25juO+bxuJZo9Hw6dMJ6QhoUuOhrl+/jvr6eiQlJdn84khJScHKlSsbbYdhGId3RIQYOHAgBg4cKPj4Q4cO2fz5uHHjMG7cuGb1RSaTYfr06Zg+fXqz2hGqZ8+eVj8zGo38hmlvb2+7X1arVq0y21jtaT744ANBAzvui1Uul9v8Evb29gbLsti+fTskEglWrFhhc58XwzCIiooCAOzfvx979+7FX3/9hdLSUkRGRuK+++7DnDlzzLLkFRYW4rPPPsPZs2f5O4iffvopIiIiBL1G0/fWu+++iylTpgBoSE9ra6Cg0+n432lSUpKgfQWWy2tsFZK1XKYjtLCtWCyGl5cX6uvr+avozhbMtVfY1vSKPbeZW6PR8PFuGvcMw5j9fcWKFU0aJLsLT4h97rjz58+jvLwcISEh6Nu3LyZOnCgoVTTFvvOxb/q74+6OeHl52d23au9ce4xGI0QiEeRyOZKTkzt0fSdCbKFJjQcyGo147rnnkJ2djT59+uCrr75q6y6RJli4cCEWL17c6ndqXMHPzw8vv/xyo8exLIvc3FxoNBqzK7+Wdu/eDZ1Oh1GjRqFr166Ntrtx40aEh4fjueeeQ3R0NLKzs7F27VocPXoUO3fu5AcIN2/exL59+5Camorg4GD8/vvvSEhI4Jd9OEMmk/FXaLVarc0BEne3kWEYwVdHLdu1VUjWsl1nCttyg2lu0OZswdzmFNq1rO7OMY395typccWdF2d5Suxzx7344otmx2VkZJgdJwTFvvOx31oFqgkh/6BJjQf67bffcO3aNXh7ewu6G0Pc0/jx412yhMWd1dTU8FfvHSV9OHbsGABg8ODBgtpdv349goOD+b/3798fcXFxmDJlCvbv34+xY8cCAO68804cP34cQMOSp99//72JrwT8Zne1Wo3a2lqbSytra2sBNFyBFzrgtmzX1jIYy3aFFrY1XQoppI6IrXadKbRreQeAuxJvuXHcNPYrKiqQn58PqVRqt0Cj5WviNtfbuwPiDto69oUeJwTFvvNFplujQDUhxBxNajxQeno6GIbBk08+KXgZDQC89957KCwsxMCBAzFp0qQW7CEhDbgv7eDgYIdXb7nijNxm3Vu3bkGn08HHx8dmdXLTwRqHWwpYVFTE/8yVyzPWr1+PgwcPQqvVgmEYm1e6uRodMpmMv+vQ2GZpoGFQo1arUVFRwf8bcIVtxWIxKioqAPwzaRBaSLa8vJxfBpOUlGTWrq3fh612LQvtOjrPMl266dVqbumMJe5qtTPpnD1BW8e+0OOEoNh37rzmnksIaRqa1Hig8+fPAwBGjRrl1HlTpkzB8OHD8csvv2Dw4MGIjo5ugd4R8g9uLXtjVyK547gr8CEhIbh69Sqqqqrg5+cnaMDL1UVKSEhoTpftysnJsVsbwhFugHfr1i1UVVVBoVBYXbkPCgpCaWkptFotPwjWarW4cOECIiMjodVqIZFI+IEqV9g2JSUFhYWFCAoKMlvCYjQaoVKpUFhYCKBhgNu1a1ezgrmWtaVM2zVNLmJZaNfRebfffrvZz7k7KSzLQq1WO7zC7yirlidyx9hv6nuEYt+585p7LiGkaWhS44GKi4shFout6r80Jjo6GsOHD8e+fftw8OBBPPnkky3UQ0IacHslGlu/HxUVhcrKSpw9exZ33303ZDIZ/P39UVlZierqaptXrE1VVlZi2bJlSEpKwpAhQ1z5EnjLly/H8uXLUVtbi5s3b8JoNEIsFvMZ8AwGA0QiEeLi4mwO0A0GA3Q6nc019mKxGLGxsbh58yY0Gg3uuOMOnDp1Chs2bMDcuXMhEonQuXNniEQis8K2Q4cORWlpKUpLS81SeGu1Wv4qtb+/PyIjIyESiZpUMNeZQrsPPPCA1evy9fVFdXU1VCqV1aRGo9Hwkxohm9c9ibvFfnPeIxT7zheZbqkC1YQQ+yh1hgcyGAxOpUo2NWrUKLAsiz///NPFvSLEGsuygpaADR8+HEDD5uZffvkFwD9XuAsLC7Fjxw7+DqUljUaDuXPnoqqqCh999JHd4oCu4uPjg4SEBAQGBoJhGGg0Gj61a2JiYpPvOJi2O3HiRDAMg19//ZVPbqBQKKwK2/bq1QthYWHw8fEBwzDQarX49ttvMXPmTCxZsgSdO3fmB4RA0wvmCj3P1p6YsLAwAA17Z8rLy/lzdTodX9fGz8/PqY3rnsCdYt9V7xGKfeHnNfdcQojzGNYdK5IRh4YOHYpbt27xFZWdoVKpMHDgQMTFxfGFLolrmaZ07uhpN//++2/odDqkpKQ4/HdQq9V4+umn+WrewcHBiIqKQmFhIT8Q3rt3r9WyGZ1Oh7lz5+LkyZPYuHGjzSUenB07duCNN97AwYMHm5T9rLVt3rwZy5cvB8uyiIqKsips+/XXX9vcN7FmzRqsXbsWMTExNtOnN7VdIecFBgbajP3S0lJ+OZBUKoVYLIZGo+H3YMTHxzuV+cwTEgW4S+w78x5xF54Y+7bOa+65lui7hRDHaPmZBwoPD8etW7dw5coV3HbbbU6dy60/5oqREdKSJBIJdDpdo3UYvL29sWXLFmzevBnp6em4ceMGrl69Cn9/f/Tu3RujR4+2SndrMBgwf/58HD9+HOvXr/eIwZozXFnY1hXtCjnPXuXy0NBQyOVylJaWQq1WQ6/XQyqVIiAgAKGhoS1+d60tuEPse+p7xBNjv7VfCyHEGt2p8UCrV6/Gxx9/jMceewxvvfWW0+cPGDAANTU1yMjIcH3nCF1NM1FUVISSkhIEBwc3KTFFZmYmjEYjUlNTzX5uNBqxcOFC7Nu3D6tWrcKwYcMabcvT7tR4otaIfU+5U9PWsd+U9whxb/TdQohjdKfGA40YMQIff/wxdu7ciQkTJiAlJUXwuTqdDjU1NXR1iLSKgIAAlJSUQKVSISgoyKl9E0aj0W4a4KVLl+LHH3/E008/jdDQULM9B5GRkYiMjOT/zi2z5Cbxv/32G4KDgxEcHIz+/fs38ZUR4lhbx74z7xFCCGkP6E6Nh5o/fz727NmD6OhofPHFF4KvPP/555946qmnkJKSgu+//76Fe9kx0dU0c3l5eaisrIRUKkXXrl0F7wOrra3FjRs3IJfLkZiYaPbY0KFDoVQqbZ43d+5czJs3j/+7vYKO/fv3x5dffinwVRAh6E6NubaMfWfeI8Qz0HcLIY7RnRoPtWjRIpw8eRIFBQUYO3Ys3n77bYwePbrR89atWweGYegKNWk1kZGRqK2thU6nw7Vr1xAdHc1X+HakuLgYAGzeVbS1CdgebhBASGtry9h35j1CCCHtAU3zPVR4eDg2b96MoKAg1NTUYMGCBZg0aRL27dvHX8U0VVZWhvnz5+OPP/4AwzCYMGFCG/SadERSqRRxcXEQi8UwGo3Iz8/H9evXUVlZaXNjuV6vR15eHl+/RGhmIELcDcU+IYS0HrpT48ESExOxdetWzJ8/HxkZGTh//jzOnz8PsViMbt26ITIyElKpFMXFxbh06RL0ej0A4JlnnkF8fHwb9550JHK5HPHx8cjPz4darUZdXR3q6urAMAy8vLwglUrBMAx0Oh3q6+v5eg6hoaFm1cIJ8TQU+4QQ0jpoT007oNfrsWXLFmzatIlftgDAbK0592t+4okn8Prrr7v1OnRPR+ue7WNZFmVlZSgtLeUn2fZw9TooVj0H7amxj2KfNBd9txDiGN2paQckEgmmTJmCyZMn48iRIzh69CgyMjJQWloKrVaL0NBQ9O7dG48++ih69erV1t0lHRjDMAgNDUVwcDBqampQXV3N1y1hWRYSiQQKhQJBQUFNrk5OiDui2CeEkJZFd2oIcRGumrVUKsWbb76JhIQEfmkJJyoqCiEhIQ7b0Wq1uHLliqDnDAgIQGxsrKBjuboZjgjpHyGWuNhiWRY6nQ5eXl6Ii4szu5IslUohkTi+jmY0GqHRaBwew7IsWJaFwWCAn5+foLsZFPukpbgqtoR87nPvr7KyMtx///2C7tRw30uOvPXWW5g0aVKjbRHi7uhODSEuFhISAoVCAZFIBIVCYTbokkqljZ7PMIzZlVqdTgedTsc/BvyznLC2thZ6vb7RwaIpsVhsd62+kP4RYo9YLIbBYAAAiEQis0GX0KVUpudwExhbDAYDDAYDxT5xC82NLWc+92tqalBRUeFUIomQkBB06dLF5mNhYWGC2yHEndGkhhAXGzhwIJ+IoXPnzk4PlqRSKX++Wq1GdnY2ACA6OhpBQUGoqKjg60/o9XoUFBSgc+fOgtv38/MTXNeIEGf4+fmhpqYGQMOyWGdjXyQS8QND07s2UqmUnzBptVoADQM8in3iLpobW0I+9/Pz8/m7NW+99RZWr14tuP377rsPy5cvb3L/CPEEtMuMkBbADcyqqqqa1Q6X+CEwMBDBwcFgGAYqlQpAw5co9xxqtbpZz0OIK3AZvYDmxz53lVosFkMikYBhGP4uEDewo9gn7ZG9z32j0Qi9Xo+ioiLs378fWVlZbdxTQtwL3akhpAUEBQWhsLAQxcXF0Ov18PPzg5eXl1PZjAwGA6qrq8GyLAICAmA0GqHVavkaFkFBQTAYDKitrUVlZWWj6V+5pTwsy9qskUFIU5nGVmBgoFns+/r6Oh37LMuabaDnlprpdDp+CQ73OMU+aUuuji3Lz32DwYCamhpUVVVBp9NBIpGgoqICAJCeno7u3bs3+zkJaS9oUkOIi2VlZeG9995Dly5dkJycjJqaGnh7e0MsFjvVDjeJAYC8vDy+loVerwfDMFAqlfzfCwsL+Ts49nDHlpWVoby8HCzLgmEYMAwDsVhM6UFJk5nGVllZGT+44zZRuyo1MTehEYlE0Ov1FPukzbk6tmx97ms0GqhUKtTW1qJPnz78XpoLFy4IbjcrKwvz589HSUkJfHx8kJycjNGjR6Nbt25O9Y8Qd0aTGkJcLDMzE5mZmQCA2267DampqUhISEBsbCwiIyMFD/AqKyuhVCohk8mQlJQEALhx4wa0Wi3CwsIgl8tRW1uL/Px8SKVSJCcnO2xPpVKZ1TGyFBIS4lT/COHYii1vb2/I5XJ4eXlBJpNZZQJ0RK/XQ6fTgWEYyOVyAEBdXR3q6+shk8kQGhpKsU/cgqtjy9bnflZWFi5fvoz4+HhERUXxGS9v3LghuJ+m30sAcOjQIaxfvx5PPfUUFi1a5PRFN0LcEU1qCHGR0NBQTJs2DcOHD0dsbCx8fX1x48YNfP3113jvvfcgEokwbdo0vPjii4La+/zzz/HRRx+hV69e2LJlC06dOoXXX38dALBnzx7Exsbi6NGjePvtt6FQKHDixAmH7V24cAFKpRL3338/OnXqBF9fX+Tk5GDbtm3YsWMHAOCZZ54R3D9COI3FlkgkwjPPPIN58+YJau+LL77AmjVr0LNnT2zatAlnzpzBzJkzAVDsE/fi6tiy9bn/5ptvAgB+/vlnMAyDgIAAAA0ToMY4+l7aunUr0tLSIJVK8fLLLzfxX4AQN8ISQlrcp59+yiYlJbEpKSlsXl6eoHPWrl3LJiUlsZMnT2ZZlmUXLVpk9neWZdnjx4+zSUlJbI8ePVq9f4QIQbFPOiqKfUJaFy0kJqQVTJ06FeHh4dDr9Th8+LCgc7jNzzqdDnV1ddi/fz8A4H/+53/4Y7i1141tlG6J/hEiBMU+6ago9glpXTSpIaQViMVi3H777QCAnJwcQeeYLjFIT09HXV0dvL29MXLkSP4YbvkBd2xr9o8QISj2SUdFsU9I66JJDSGthCtEqNfrBR0fFxcHACgoKMB3330HABgxYgR8fX35Y3Jzc82Obc3+ESIUxT7pqCj2CWk9NKkhpJVcvXoVABAZGSno+JSUFEilUmi1Wpw5cwaA+RIEAPzP77jjjlbvHyFCUeyTjopin5DWQ5MaQlrBr7/+yn953HPPPYLO8fHxwaBBgwA01OeIiYnBXXfdxT+ek5PDZ30yXZrQWv0jRAiKfdJRUewT0rpoUkOIC1y9ehVLlixBVlaW2c+NRiN++uknzJ8/HwDwr3/9C7169TI7ZtKkSRg6dCg2b95s1e6sWbP4P5sWSSsuLsZLL70Eo9GIYcOG8VWl7bXVnP4R4gjFPumoKPYJcS9Up4YQF9Dr9di2bRu2bduGwMBAREdHQywWIzc3l9/U2a9fP3zwwQdW5xYVFUGpVKK6utrqsfr6ev7Pv/76K4YMGYKgoCBcu3YNWq0WXbt2xdKlSxttqzn9I8QRin3SUVHsE+JeaFJDiAvExMTghRdewPnz55GdnY2bN29Cq9UiICAA9913Hx566CE89NBDTldt/uGHHwAAycnJiIiIwMWLF1FWVobo6GiMHDkSM2bMgI+PT5v1jxCKfdJRUewT4l4YlmXZtu4EIYQQQgghhDQV7akhhBBCCCGEeDSa1BBCCCGEEEI8Gk1qCCGEEEIIIR6NJjWEEEIIIYQQj0aTGkIIIYQQQohHo0kNIYQQQgghxKPRpIYQQgghhBDi0WhSQwghhBBCCPFoNKkhhBBCCCGEeDSa1BBCCCGEEEI8Gk1qCHEzr7zyCpKTk/HKK6+0dVcIaVUU+6SjotgnpPloUkMIIYQQQgjxaDSpIcTNhIWFoWvXrggLC2vrrhDSqij2SUdFsU9I8zEsy7Jt3QlCCCGEEEIIaSq6U0MIIYQQQgjxaDSpIcTN0IZR0lFR7JOOimKfkOajSQ0hhBBCCCHEo9GkhhBCCCGEEOLRaFJDCCGEEEII8Wg0qSGEEEIIIYR4NJrUEEIIIYQQQjwaTWoIIYQQQgghHo0mNYQQQgghhBCPRpMaQgghhBBCiEejSQ0hhBBCCCHEo9GkhhBCCCGEEOLRaFJDCCGEEEII8Wg0qSGEEEIIIYR4NJrUEEIIIYQQQjwaTWoIcTN6vR4AIJPJ2rgnhLQuin3SUVHsE9J8NKkhxM0UFRUBAEJCQtq4J4S0Lop90lFR7BPSfDSpIcSN/Pnnnzh37hwA4I477mjbzhDSiij2SUdFsU+Ia0jaugOEEGD79u1YtmwZ6urqAAA9evTAPffc08a9IqTlUeyTjopinxDXokkNIW6grq4O9fX1CAsLw+DBgzF//nxIJPT2JO0fxT7pqCj2CXEthmVZtq07QQghhBBCCCFNRXtqCCGEEEIIIR6NJjWEEEIIIYQQj0aTGkIIIYQQQohHo0kNIYQQQgghxKPRpIYQQgghhBDi0WhSQwghhBBCCPFoNKkhhBBCCCGEeDSa1BBCCCGEEEI82v8H6unw8YeXSsoAAAAASUVORK5CYII=", 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3d3fcu3eP/UC0s7PD8uXLsWHDBkyYMAHm5ubo3LkzAgICsHDhQrx69Ypt3WnWrBns7e1RUFBQ5tfwzJkz0aBBAxw6dAjr1q1Do0aN8M0332DKlCnlxibP8qNHj8b333+PcePGYc+ePfD09Cx3XePGjcODBw8wefJkNGnSBGvWrKlwXK6KVBaPvMdpyZIlaNCgAdavX4/CwkIMHDgQFhYWpe7vUfRYKcP333+Pq1ev4vfff8fnn3+OVatWlemI8rGK3m95jkVl5D2e5Z0DVTl+ISEhMDU1xW+//QaRSAR7e3ts27aNTU5+/PFHSCQSzJ8/H8bGxhg2bBicnZ3ZG/KrStH1KlIfP6W847Z9+3asXr0as2bNQmFhIdzc3LBr164K70Xs1asXfv/9d2zduhUrVqxAbm4uzMzMYGdnhwkTJrAdVEo6LjVt2hQAkJqaCmNjY3z++ecAiqf/srCw+OQPl+qsw8rKCm5ubrh48SJ69erFlt+/fx8AynxWXbp0CXp6eujRo0elx5GQKmEIIdVib2/PbN++neswCKm1zp49y4wbN459HBkZyUydOpV9fPToUWb69Ons45kzZzJnzpyp1jo+9ueffzKenp6MWCxmyxYsWMB069atzLLffvstM2PGDDn3jhDF0T13hBBCNNq9e/dKDQfz77//lnpc3vMftz4quo6P9e/fHxYWFti/fz9SU1MRERGB//3vf2VmWim5VK3KVnJCeAyjwB2yhJAyHBwcMGvWLLp/hhAN8O7dO/zwww/YtWuX0tcdHx+Pe/fu4dKlS0hISECPHj0QEhJS6l6/K1euIDs7Wy2mTSPai5I7QgghhBAtQpdlCSGEEEK0CCV3hBBCCCFahJI7QgghhBAtQskdIYQQQogWoeSOEEIIIUSLUHJHCCGEEKJFKLkjhBBCCNEilNwRQgghhGgRSu4IIYQQQrQIJXeEEEIIIVqEkjtCCCGEEC1CyR0hhBBCiBah5I4QQgghRItQckcIIYQQokUouSOEEEII0SKU3BFCCCGEaBFK7gghhBBCtAgld4QQQgghWoSSO0IIIYQQLULJHSGEEEKIFqHk7iMymQxisRgymYzrUIgGoPOFEEKIutHlOgB1IxaL8ejRI9ja2sLQ0JDrcIiay8vLQ0pKChwcHGBsbMx1OJwpKipCVlYWBAIBdHToNyP5NJlMBolEgnr16kFXt/Z+DVG9IYpQpN6oZa3atm0bUlJSsGTJkjLPvX79GrNmzUJ8fDwsLS2xePFiCIVCAMC8efNw7NgxdqebNm2KI0eOKLRtiUQCAEhJSaneTpBaRSKR1OrkLisri+oMUZitrS3MzMy4DoMzVG9IVchTb9QquSsoKMCmTZsQHh6OgICAcpf5+eef4ejoiC1btiA6OhrTp0/HuXPnwOfzkZiYiK1bt8LLy6vKMQgEAgBQ65Y7qVSKxMRE2Nvbg8/ncx2OymjCfpa03JWcN7UV1Rv1oQn7SfWmGNUb9aEJ+6lIvVGr5G7x4sV4+fIlhgwZgsLCwjLPv3//HlevXsXKlSuhr6+P/v37Y8eOHfjnn3/Qvn17JCYmwsHBoVoxlDSNGxoawsjIqFrrUhWpVAoAMDIyUtuTUBk0aT9r+yUVqjfqQ132UyKRICoqCqmpqbC2toaPj0+ZLyWqN2XrjTzHrSapy/mkapq0n/LUG7VK7oKCgmBubo7169fj5cuXZZ5//vw56tevDxMTE7bM1tYWT58+RZMmTVBYWIhZs2bh33//hYODA+bNm4emTZtWKRapVMq+2eqmJC51jU9ZNGE/1Tk2QrgUFRWFhIQEMAwDkUgEABgwYAC3QWkAOm5EGdQquTM3N//k82KxuMwvGAMDA+Tn5yM7OxutWrXC9OnT0axZM2zduhWTJ09GZGRklW7YTUxMVPg1NS0hIYHrEGpEbdlPQrQFwzBITU0FwzDs47S0NI6j0gx03IgyqFVyVxlDQ0O2w0OJ/Px8GBkZwcXFBbt27WLLAwMDsWvXLqSkpKBZs2YKb8ve3r7GLi/JZDK2Msu7/L179+Di4qLVlzXUYT95PB77Vx6xWKwRPwTUAcMw7B8XNKElWBk+tZ88Hk+ldSkjIwNnzpyBo6MjrK2tIRKJwDAMeDwerKysVLZdbfLhcQMAU1NTbgMiGkmjkjsbGxuIRCK8f/+e7ZmYnJyMIUOG4NatW0hJScHAgQMBFCcGUqkU+vr6VdoWn89X+XX3goICPH/+vNz7Cz+FYRjo6uoiKSmpwqRDG6jLfvJ4PJiamqJRo0ZlvhjV/d4MdSCTyZCRkVHqC4sLJefTkydPakW9qWg/9fT00KRJkyp/Npbn/fv3uHjxIuLi4sAwDMzNzeHj4wMASEtLg5WVFfuYfFrJcXr27Bmys7Px6tWrUt95hMhDo5I7Y2NjdOjQAevWrcOMGTNw6tQpiEQitGrVCvfu3cOyZcvg5OSE5s2bIywsDA4ODmjSpAnXYVfo+fPnMDExgZmZmUJfNgzDIC8vD4aGhlr/JaUO+1lYWIhXr17h2bNnsLOz4ywOTfXs2TPo6OjA1tYWenp6nMWhLueTqn1qPxmGwdu3b/H8+fMqXdH4WFFREWJiYnDt2jUUFBTAxsYGvXr1gqWlJQC6V6wqBAIBe9wSEhJw9OhR/Pnnnxg5cqRWX6khyqX2yV16ejp8fX0RGRnJjmv3008/wcvLC40bN8bGjRuhr68PoVCI2bNnIygoCJmZmfD09ERYWBjX4VdIJpOhsLAQZmZmCt8TyDAMdHR0wOfztf5LSh32k8/no3Hjxnj8+DFkMhl9wCpAJpMhPz8fzZs353ywWnU5n1Stsv00MzPDu3fvlHIulyR3derUwZdffglHR0etPrY1zdXVFc+ePUNsbCwSEhLg7u7OdUhEQ6hlchcUFMT+39LSEnFxcexjc3NzbN26tdzXDRo0CIMGDVJ5fMpQcnmKPgg1Q8n7xOVlRU1E57n6qeq5XDJER3JyMurVq4cRI0bAwMAAo0aNgrm5Od2ioCJ9+vTB559/Djc3N65DIRqEmiAIIYRUKiIiAnfv3kVOTg7S0tIQEREBAPjss88osVMhXV1dtGzZEjweDwzDID8/n+uQiAag5I4QQsgnZWRk4MGDB6XK0tPTOYqmdpLJZDhw4AD++OMPyGQyrsMhao6SO6K2bt++ja+//hpCoRBjxozBmzdvKlw2NjYWfn5+8PDwKLVsReWVPUdITVHkPJw3bx5cXV0hFAohFArZ0QFiYmLg6+uLli1bYvjw4UhKSlJafHfu3MG2bdtKDa1CQ5vUPB0dHdSvXx/Pnz/HhQsXuA6HqDlK7ohays/Px9SpUzFx4kRcv34dNjY2WLZs2SeXnTp1Km7cuMEuW1H5p15DSE1S9DwsmT87Li4OcXFxOHLkCKRSKYKDg/Hzzz/j5s2baNu2LZYuXaq0GI2NjWFsbIwRI0bAzc0NDRo0gKurKw1twoGePXuicePG+Ouvv/D48WOuwyFqjJI7UqmzZ89i0KBBaNWqFbp27YpTp05VeV0nTpxgWx0+/Dtx4kSp5WJiYtCoUSN4e3tDX18fwcHBOH36NMRicZl1xsTEwMLCAj179iy17LVr18otF4vFFb6mvPWT2oGr81ze85BhmHLnz87KyoJIJGIv1fF4PBgYGFQ5dgBISUnBf//9BwBo2rQppkyZgqZNm2LAgAEICgrCgAEDOJ3vtLbi8/kYOHAgDAwMcOzYMWRlZXEdElFTatlblqiP/fv3Y+fOnVi5ciXc3d2RmpqKgoKCKq/P398f/v7+lS737Nkz2Nraso9NTU1hZGSE58+fw9HRUa5lHz58WOE6FFk/0X6acJ6npaVVOH/2V199hTFjxoDP56NevXrYuXNnleKWyWS4fPkyrly5gs8++wwTJkwAj8ejDhNqxNTUFF9++SUOHDiA6OhoDBkyhOuQiBqi5E6NHD58GPPmzUNOTk6ly5ZM6aMoExMTLFq0iL1X51OysrKwatUqbN++HUKhEEDxLCFA8ZfhiRMnIBAIsGLFClhYWHyyXFFisbhM64OhoWG5PcXKm3PY0NAQOjo65Zbn5+dX+BrqiaZ6ipzn1SHvua7oef7u3TuMHz8eSUlJ2L9/P5ycnKocoyLn4afmzzY2Nsbu3bvh6emJTZs2Yc6cOTh27JhCnxEikQhHjx5FamoqPvvsMwwcOJCGsFFTDg4O6NevH+zt7bkOhagpSu7UyMqVK/Hw4cMa2Y48yV1MTAyaNGkCT0/PUuWZmZmIiIjA/v37cevWLWzYsAGLFi2qsPxDJ0+exIIFC8psa/78+fDz82MflzePcF5eXrnz/RoaGpZpZcnLy4NMJiu33MjIqMLX1NR8wrVZTZ3nJduq7FxX9Dw3NjbGtm3bsGLFigrXqch5Lu95WNH82eHh4UhLS4OXlxeA4nFCf//9dyQmJlbaCl0ydt3Tp0/ZOtOuXTt0796d80Gnyae1bNmS/X9hYSGns78Q9UO1V43MmjULP//8s8pb7mbOnCnXsiKRCHXr1i1TnpCQgDZt2kBHRwetW7fG8uXLP1n+IT8/v1JfbhWxs7Njx9EqiSU3N7fc6eQqWrZFixa4ePFiuetIT0+Xe/1EuRQ5z6tD3nNd0fNcX18fDRo0+OQ6VXGeVzR/tpGRUamerDo6OtDR0ZErOYuKikJCQgI7oLGdnR169+5d6eu0XWxsLEJDQ5GamgqhUIiVK1eiYcOGpZa5c+cOFixYgOTkZHz++eeYNWsWunbtWuOx3rp1C6dPn0adOnVgY2MDHx8fuh+SUHKnTgYOHChXixrDMBCLxTAyMlLpZRNnZ2csX74cd+/ehZubG9LS0pCdnY2srCyYmJgAKL55u+RG7orKq6Jdu3YICQnB2bNn0bdvX4SFhcHb27vcG8VLlo2Ojkb37t3ZZSsqNzAw+ORzRLXkPc9riqLnuTIpch7y+fxy58/28vLC2rVrce3aNXh5eWHHjh0wNzcvdS9feUQiEVJTU0vNVEE36P9fD+bQ0FB06dIFS5cuxbJly7Bq1Sp2GZlMhmnTpmH69Onw9/fH33//jcmTJyMmJgaGhoY1Gu/9+/dRVFSErKwsJCQkAKA5fQn1liWf4Obmhu+//x7Tpk2Dh4cHvv32W2RlZaFu3bqlWl1K5qesqLwqDAwMsGnTJuzYsQPt2rVDamoqQkND2ed9fX3ZnocGBgbYvHkzwsPD0bZtW3bZiso/9RpS+yh6nitTZefhh+f5h/Nnt23bFo8ePUJYWBicnJywZMkSLFq0CG3btsVff/2F1atXf7ITRGFhIdvpouQHIo1dV0yeHsw6OjqIioqCv78/pFIpMjMzYWxszEnHE5FIBJFIBLFYDIZh2DmwSe1GLXfkk0aNGoVRo0aVKnv37h22bt0KmUyG2NhY9oZyV1fXcsuryt3dHQcOHCi3hTIyMrLMssePHy93HeWVV/ZcbXXz5k2MHDmyxu6JUxeKnOfK9qnz8OPzvKL5s/v164d+/foB+L+W/fIwDIOcnBzk5uaCx+OhZ8+eePjwIdLS0mBlZUVj10H+HsxGRkYoKiqCh4cHioqKsHjxYujr69d4vFlZWVi3bh0AwMvLC507d8ahQ4cwePBg6hBTi1FyRxTWoEED+Pj4YNiwYRAIBOygqxWVE82Qn5+Pn3/+WeEJ5bXVp87n0aNH48mTJ0hKSsKXX36JYcOGcRipfKRSKUQiEfLy8sDn8zF27Fg0aNBAZUmrplKkBzOfz8ft27dx+/ZtTJw4Ea6urmXGIZSHVCotdd+kIqysrNiWur/++gsPHz7EDz/8AKlUqpTkriSuqsanKTRhPxWJjZI7UiXDhw/H8OHD5S4n6i8sLAydOnVCcnIy16GojYrO5927d9d8MNUkEokgkUhgZGQEY2Nj1KtXj+uQ1JIiPZh5PB709fXRrl07dOzYEX/99VeVkrvExMQqx+vq6opx48Zhz549KCwsxNu3bxESEoIjR45g5syZaN68eZXX/aGS+/m0nbbsJyV3hBDEx8fj9u3bWLNmDfbu3ct1OEQF6tWrh4KCAggEArx69YrrcNSWPD2YMzMzMXjwYJw8eZJt5SsoKGA74CjK3t6+WsMwhYeHY8aMGfjhhx/YS/m3b9/G8OHD0aZNGwwbNgzDhg2DqampwuuWSqVISEiAq6urVg9mrQn7KRaL5f4hQMkdIbVcQUEB5s2bhxUrVlT7Q+3jy0tSqRQMw7B/XCrZPtdxqFrJ/slkMuTk5EAgEMDAwAB8Ph+Ghobse8Ll5Sd1vvQlTw/m+vXro169eggPD8eUKVNw7do13LlzB0uWLKnSNvl8frXrnoODAyIiIhAZGYng4GA8efIEMpkM//zzD+7evYuLFy8iNDQUbm5unMWoCdR5PxWJi5I7Qmq59evXw9vbG46Ojnj58mW11lXer0pdXV3k5eWppLdpVeTl5XEdQo3Iz8+Hnp4eZDJZqQ4WMpkMhYWFWnP5SdlKejDPmzcPISEh8PT0xMqVK5Geng5fX19ERkbC0tISv/76K37++We0bdsWTZo0webNm2Fubs51+PD19UWPHj3w66+/YvHixRCLxRCLxTh27BiuX7+OadOmoVmzZkhLS4O1tTWNi6elKLkjpJY7e/YsXr9+jd9//51t9WnVqhVOnDgBS0tLhdb18eUlqVSKJ0+ewNDQkPNfwwzDIC8vD4aGhlrbi1AkEiE/Px9169ZFdnY2dHV1ywy+K5VKoaenBycnJ87eE0UuL3Ghoh7McXFx7P+tra3V9t5LgUCAH3/8ESNGjMDMmTNx8OBBAEB6ejpmz54NDw8P9OjRAyKRCACNi6eNKLnjSMmXi7ZfItIWJe+TNiYFp06dYv//8uVLdOnSBbdu3arSuj6+pMHj8UqNo6YOPoxJ23w8ZZ9MJit3X3k8HnR1dTlrTeU60a8trK2tceDAAUycOBFBQUH4999/ARTfY/vgwQN07dq13NlZiOaj5I4jOjo60NPTw9u3b2FmZqbQlw3DMOzUQ9r6JQWoz34WFhbi1atXMDAwUJtLi5pCR0cHBgYGePHiBSwsLDid/1JdzidV4vF4kEqlkMlkkMlk0NfXL3V/G8MwePv2LfT09OhcrkW6du2KuLg4bN68GXPmzIFYLIZEIsHp06eRkJAANzc3eHt7cx0mUSJK7jjUpEkTPH/+HO/evVPodQzDsBNFa+uXFKA++8nj8WBqaopGjRpxFkNN+eyzz/Do0SOlrtPGxgYZGRlISUnhtKVaXc4nZStJVnV0dNhLz2/evEFRUREMDQ2RkZFRank9PT2aQ7kW0tXVRVBQEL788kuMGTMGFy5cAMMwSE9PR/fu3TFo0CCsWrWKzg0tQckdh/T19dGsWTPIZDKFvvRKumxzec9MTVCH/Sy5hKdNyUBN09HRwWeffQYLCwtOe82qw/mkbA8fPkRkZCQsLCwwYsQItuWuoiEdSpJAUntZW1vj3LlzuHHjBiZNmoTbt28DAA4fPoyIiAj89NNP+OGHH2iebQ1HyZ0aqOqHrTp32Vam2rKf2k5dkmRtOJ9kMhkuXLiAv/76C3Xq1EG3bt2gq1v641wb9pOoTps2bXDz5k1s374dM2fORHZ2NvLy8jB37lzs3LkTYWFh7JR2RPPQTzhCCNEgYrEY+/btw19//YXGjRtjwoQJsLGx4TosooF0dHQwYcIEJCcn48svv2R/DCQlJcHf3x++vr54/Pgxx1GSqqDkjhBCNMjFixeRlJQET09PjB49mno7kmpr0KABjh07hri4OHTt2pUtj46Ohru7OzZs2ID3799zFyBRGCV3hBCi5t6+fcveq9ijRw989dVX8PPzK3MplpDqcHV1xdmzZzFq1Cj2R0NBQQF2794NFxcXHDhwgIbv0hBV+mSIiYlBdHQ04uLi8OLFCxQUFMDU1BQODg5o3749+vfvX2bgTEJI9VHdq10eP36M/v3748GDB+jVqxdOnDgBgUAAV1dXrkNTC1QflE9XVxfLli2Do6MjoqOjERMTg6KiIrx48QJDhw5FeHg41q1bV+VpzEjNUCi5i46ORlhYGAoKCtCxY0eMGDEC5ubmMDAwgEgkwtOnT3Ht2jWsW7cO/v7+CAoKqhXDRxCialT3ap/jx49j+PDhyM3NBVA8tVtUVBTNJgCqD6r2+eefIzAwEDo6OmjVqhVu3ryJa9euAQAuX74MoVCIwMBALFiwAPXr1+c4WlIehZK7w4cPY8GCBWjXrt0nl3v37h0OHDiAs2fPYvjw4dUKkBBCda82kUgkmDVrFtatW8eW1atXD3379kVaWhqHkakPqg+qV7duXRgaGsLMzAxhYWFYu3YtoqOj8ebNG8hkMqxfvx5//PEHfvnlF4wdO5aG2FEzCiV3O3fulGu5Bg0aYPLkyVUKiBBSFtW92uHJkycYPHgwO/YYADg5OcHf3x9GRkawsrLiMDr1QfWhZlhbW+PBgwcAAEdHR/j6+uLff//F6tWr2cGyx48fj61bt2L9+vVo27YtxxGTEgql2itWrEBBQQGAsnMYEkJUh+qe9jtw4AA8PT3ZxE5XVxcrV67E4sWL0bhxY7i6usLHx4fjKNUD1Yea4ePjA2dnZwCAs7MzvvzySzg7O2PSpEno0qULu9zNmzfRrl07jB07Fq9eveIqXPIBhVru3rx5g/z8fOjr60MoFMLa2hoODg6wt7dn/6XxlghRPqp72kssFiMoKKhUa5S9vT0OHjwIDw8P7gJTY1QfaoZAIICfnx/i4+Ph5+cHPp+PLl26IDc3F3Xr1oWTkxPOnTuHJ0+eAAB27dqFP//8EwsXLsTkyZM5nUu6tlMouVuxYgX7/8jISCQmJiIxMREPHz7EiRMnkJqaCgMDAzRr1gxOTk7o0KEDevXqpRaj0hOiyajuaaf79+8jICAADx8+ZMtGjBiBTZs2wcTEhMPI1BvVB+5YWlri22+/xe3bt3H+/HkMHToUSUlJiIiIQFZWFrKzsxEcHIxt27Zh/fr16NatG9ch10pVHiTJzs4OdnZ26N27N1uWl5eHx48f49GjR7h37x4WLVqEmzdvYu7cuUoJlhBCdU8bMAyDnTt3IjAwkL2saGBggI0bN2LMmDGUhCiA6kPN4/F4aNmyJdty5+zsjF9//RWzZ8/G7t27AQD37t2Dt7c3vv76a6xatQrW1tbcBl3LKHTPXWWDFxoaGsLNzQ2DBg1CaGgowsPDcebMmWoFSAihuqdN3rx5g65du2LcuHFsYufg4IDbt29j7NixlNjJgeqDejAyMoK/vz++/vprNGrUCP7+/hg3bhwsLS3ZZQ4dOgRHR0csWbIE+fn5HEZbuyiU3PXt2xdHjx5lx12qyMOHD/HTTz/h8uXLmDhxYrUCJIRQ3dMWcXFxcHNzw5UrV9iyHj16IC4uDk5OThxGplmoPqiXkmFQUlJSYGVlhXHjxsHf3x916tQBUHxf6dy5c9GiRQtERERwGWqtofA9d2FhYVi0aBE8PT3h7OwMc3Nz6OvrIzs7G8nJybh9+zZycnIwevRojBo1CgYGBqqKnZBag+qeZmMYBuvXr8eMGTNQWFgIANDX14e/vz86d+4MQ0NDjiPULFQf1JOtrS0SEhKgo6MDT09PODk54ebNm7h8+TKkUimePn0KPz8/+Pj4ICwsDM2bN+c6ZK2lUHLn5uaGnTt3Ijk5GWfOnEFcXBwuX77MTvni6OiIGTNmoGvXrtXqJbNt2zakpKRgyZIlZZ57/fo1Zs2ahfj4eFhaWmLx4sUQCoUAgNjYWISGhiI1NRVCoRArV66kqWeIVqipukeULzMzE6NGjSrVYmFpaYmBAwfCzMyMxq6rAqoP6qlkqJ60tDR89tlnMDQ0hLGxMQICAnDo0CFcvnwZABAVFYVz587hhx9+QEhICIyNjbkMWytVqUOFnZ0dvvvuO2XHgoKCAmzatAnh4eEICAgod5mff/4Zjo6O2LJlC6KjozF9+nScO3cOhYWFmDp1KkJDQ9GlSxcsXboUy5Ytw6pVq5QeJyFcUVXdI6rxzz//ICAgAOnp6WxZYGAgOnfujFevXsHKyorGrqsGqg/qRSAQlJker3PnzuDz+Zg0aRL279+PqVOn4t27dygoKMAvv/yCvXv3YtWqVRg8eDDdb6pEVe4t+zGGYZCcnIzMzEyYmprCzs5O4elIFi9ejJcvX2LIkCHspYsPvX//HlevXsXKlSuhr6+P/v37Y8eOHfjnn39QUFAACwsL9OzZEwAQHByMTp06YeHChTAyMqrWvkkkEkRFRSE1NRXW1tbw8fGBQCCo9rJVXT46OhrW1tY4efIk+vbty2ksqjwu8u5nTcSiyPKEyGQyrFixAnPnzoVUKgVQPIXY3r174e/vz3F0hNScunXrsv9v06YNJk6ciCtXruCff/5BUVERXrx4gaFDh2LTpk3YuHEjXF1dOYxWeygluYuJicHSpUthaWkJExMT5OTkID09HSEhIfDy8pJ7PUFBQTA3N8f69evx8uXLMs8/f/4c9evXLzX+k62tLZ4+fQqZTAZbW1u23NTUFEZGRnj+/DkcHR0V3iepVMp+KEdHR+PBgwdgGAb379/HkydPSp2wAQEBqF+/PjIzM7Fr1y52/B+JRAIejwcej8feWFpUVFRqRHWGYUr1/NLT04OOjk65ya2uri4YhkFhYSEMDAyQn5/Prv/D1+vr6wMoToY/XHfJsgKBALq6xW/9hzcklxeLvr4+8vLyyj1GfD6/VJwfx6Kjo8PeSyQWiyGVSiEQCNC9e3f2GNra2qJHjx4AgHPnziElJQUAkJ2dDalUCmtra3YMMD8/Pxw5cgQikahMLHXq1MHz588rfI+A/3ufjh8/jsePHwNAmWXHjRsHAEhKSsKFCxfYWEpGw3/w4AF4PB78/PwAgD1H1M3YsWPlnqKJKNfr168xatQonDp1ii1r164dDh48iCZNmnAYmfa7e/cuFi1aBD6fj8DAQHTq1AlAcWvpxo0bOY6ONG/eHNOnT4enpycuX76MU6dOsZ/FV69ehVAoxOTJk7Fw4UKYmppyG6yGU0pyt3btWvz222+l3gyRSISJEycqlNyZm5t/8nmxWFymxaQkySkqKirznKGhYZW7XicmJrL/t7a2/uQYPc+ePcOzZ88AAN7e3ti9ezdev35dapnyEpLqyM7OVur6alJCQgJmzJjBPo6PjwcANGzYsNx7JEtaY+Pj49GsWbMK11tZb8OS96lp06Zo2rRpucuUxAIArVq1qnBdHy7HpbVr15YpYxgGz58/5yAacvHiRQwZMgQZGRkAin/wzJkzBwsXLmR/UBHVWbZsGZYuXQp9fX2Ehobi1atXGDhwoEZ/XmobMzMzBAQE4Pnz5xg+fDgePXqEU6dOITMzE1KpFOvXr8eBAwfwyy+/YMyYMQpfASTFlPZp8/GlTyMjo0rHIlKUoaFhmXkE8/PzYWRkhMLCQrZ1pUReXl6VL8na29uzrz158iTu378PhmHA4/Hg7OzMttx87OTJk3B3d8fr168hkUigp6f3yV5a+fn5pVq/5F2+JKn91PJVXbcqli9ZViAQwM3NDampqRUeQ6D4OD569Ag9evTAuXPn4ODgUOnyirxH8i5b2fJisbjUD4GaduDAAcyePbtMXaPelzVHIpHg5MmT2LFjB06fPs2+F40aNcLvv//O/jghqsfn89kemFu2bMGMGTPw/v17updLDZX0rHVwcEDTpk2RlJSE//3vfxCLxXj9+jXGjRuHLVu2YMOGDWjTpg3X4WocpSR3Q4cORUBAADw9PVGvXj2IRCLExcWxl7iUxcbGBiKRCO/fv2d71yQnJ2PIkCEoKCgo1RtNJBIhNze3ypdB+Hw++Hw+gOIxlRiGQVpaGqysrNC3b1/2uY+VLOvl5cXeLC3P/Vwl61bkXrTU1FS57rlTZN2qWv7jZT91DIHi41jCwcFBruUVfY8UiaWi5T/1uprwxRdfwMvLCxYWFqXK//77b44iqn1+//13LF68mL2lAAC6deuG/fv347PPPuMusFqoqKgIubm5qFOnDvT19bFmzRrMmjULCQkJXIdGPvJhz1orKyvMnTsXM2bMwMSJE3Hjxg0AwM2bN9G2bVuMGDECq1evRqNGjbgMWbMwSpKTk8Ncu3aNOXnyJHP16lUmOzu7yutat24dExISUu5zEyZMYJYsWcJIJBLm+PHjTMeOHRmJRMLk5eUxXl5eTFRUFCORSJj58+czQUFBCm87NzeXuXXrFpObm1vl+FWtqKiIuXXrFlNUVMR1KCqlCfvJ9fkik8k42e7HuD4O8lDF+RQZGcnUqVOHAcAAYHg8HuPr68vpOVub682///7LvH79ulSZTCZjIiMjlbodZamt9aYyx48fZ2xtbdl6BYCpV68eM3bsWObXX39ljh49yuTn5yt1m9pWb5R2MbtOnTr4/PPP2b+SDgTVlZ6eDqFQyA4lUPIL2cvLC9u3b8fGjRuhr68PAwMDbN68GeHh4Wjbti1SU1MRGhqqlBgIUVc8Hg8MwyApKQmxsbFs5yKiWoWFhZg1axZ8fX3ZTkkmJiYYM2YMvv32W85bdGsrFxcXmJmZlaoPDMMoPNxMbGws/Pz84OHhgTFjxuDNmzdllrl//z6GDBmCli1bom/fvjh37pyydqPW8/f3R2JiItasWcNepcvKysLOnTuxbNkyHD9+HCdPnuQ4SvWmVr1lSwQFBbH/t7S0RFxcHPvY3NwcW7duLfd17u7uOH78uOI7QIiGUnbdI5VLSUnB119/jZs3b7JlLVu2REBAABwdHWncOg4poz7k5+dXOmaqVCpFYGAgJk+ejICAANy4cQOBgYE4ceIEGjdurKrdq1X09PQQHByMoUOH4scff8SuXbsAABkZGdizZw9u3bqF/Px8+Pn5oV69ehxHq37UqrcsIUQxVPdq1uHDhzF27Fi8f/8eQPEX0PLlyxEcHEw37asBZdSHmJiYSsdMffPmDVq0aIFBgwYBKB7qxsbGBg8ePKDkTsksLCywc+dOODg4YP369Xjx4gUA4N69exg7diw6d+6M7777DgMHDqQ6+AGN6i1LCCmL6p7q5efnIygoCNu3b2fLbGxscPjwYbRu3ZrDyMjHqlsfnj17VumYqRYWFli/fj27THp6Op4+fQoHB4cqxfzhuKrqpiQuruMLCgpC8+bNcfToUZw8eRLZ2dkoLCzE+fPnce/ePQgEAvj6+iI7OxsmJiYKJ3rqsp+fokhsGtVblhBSGtU91UtMTIS/vz8ePXrElg0cOBDbt2+ny0FqRhn1obzxVD81ZmpWVhYmT56MwYMHf3I81E/hcjglealDj2MbGxt8//33+Pbbb7FlyxYcPnwYMpkML1++RP/+/dGxY0f88MMPVX4fAPXYT2VQOLkrKChAenp6qV82/fv3R/fu3XHnzh12+rGZM2eWmkmCEFI9VPdq3r59+/Ddd9+xnSb09fWxbt06TJgwgS4BcUxV9cHQ0FDuMVPT09Mxbtw4uLu7Y86cOVXelw/HVVU3UqkUCQkJcHV1VauOQp07d8bs2bMxbdo0XL16FQBw7do1XL9+HR07dkSnTp3Y2ZrkGc9UXffzQ4qMq6pwcrdv3z4cOHAAf/75J9uLBQCMjY3RoUMHRVdHCJET1b2a8+7dOwwaNIidgg4oHm/x0KFDcHNz4zAyUkJV9cHOzk6uMVOTkpLwzTffoH///qVm3KmKD8dVVVfqGKNQKMTly5dx8OBBzJgxAy9evEBhYSEuXryI27dvo2fPnnBxcQGPx0Nqaqpc8avjfpZQJC6Fh0I5fvw4AgMDS1WmEhKJBOPHj8fFixcVXS0hpBJU92pGQkICWrRoUSqx69atG27dukWJnRpRVX1o164d/vvvP0RHR6OgoABhYWHw9vYuNfuORCLBxIkTMXjw4GondqR6eDwehgwZgocPH2LOnDnQ09MDUHy5/MiRI/jzzz/BMAysrKwAAJmZmbXinmSFk7tnz56hZcuW5T4nEAjQvn17HDhwoNqBEUJKo7qnWgzDYNOmTWjZsiX+++8/AMW9YQcMGIABAwaUm0QQ7qiqPlQ0ZuqHY66eP38ez549w44dOyAUCtm/qKio6u4WqSJjY2P88ssvuHfvXqkZjv799180a9YMPj4+EIvFCA8Px969e9let9pK4cuy+vr67P0n5Wnfvj127NhRraAIIWVR3VOd7OxsjBo1qtQ4mRYWFhg0aBDMzc3ZX/1EfaiyPlQ0ZmrJmKuWlpY0nqGaat68OSIjIxEZGYmtW7eidevWGDFiBAAgNzcXLi4uiI+Px/bt2+Hs7Axvb2+YmZlxHLXyKZzcubm54cyZM7C3ty/3eWNjY+Tk5FQ7MEJIaaqse5GRkVi3bh3evHkDR0dHLFiwAM2aNatOuBojNjYWX331FZ4/f86WTZgwAd26dcPr16/ZeZOJeqHvIlIRHo+Hfv36oV+/fqXK69SpA39/f3h5eeH8+fO4f/8+Hj58iPbt2yMnJwfW1tY4efLkJ+ds1xQKJ3fffPMNJk+eDA8PD3Ts2LHM8w8fPoSlpaVSgiOE/B9V1b2nT59iwYIF2LFjB5ydnbFjxw5MmTIFp06dUkbYaothGKxbtw4zZ85EYWEhgOIpxHbu3ImBAwdyHB2pDH0XkaoyNzfHkCFD8Pz5c5w7dw7Pnj3Dy5cvYW1tjfv374NhGAwYMIDrMKtF4XvuOnbsiAkTJmD8+PGYPXs2YmNjkZeXB4ZhEB8fjxUrVqBXr16qiJWQWk1VdS89PR0jRoxghwAYPnw4kpOTtbrV4927d+jTpw+Cg4PZxK5Nmza4c+cOJXYagr6LSHU1adIEY8aMwfv379lOFgzDIDU1lePIqq9KgxhPmTIFzs7OWL16NY4fPw4ejwc+nw+pVAqhUIhJkyYpO05CCFRT9zp16oROnTqxjy9fvszOzakoTRhp/+rVqxgyZAhevXrFPvf9999jyZIl0NfXV9v45aVtI+1/Cn0Xkeri8XiwtrbGgwcP2LL8/HyIxWK1HXtQHlWeocLb2xve3t64f/8+Hj16hPz8fDRr1oym4iFExVRZ9x48eIDQ0FAsWbKkSq9X55H2ZTIZ9uzZg/DwcDa5qFevHhYsWICOHTvi/v37HEeoXNoy0n5l6LuIVJePjw87KHnDhg3x8uVL7Ny5EyNHjtTYWWiqPf2Ys7MznJ2dlRELIUQByq57MTExmDZtGmbOnMlOmq4odR1p//nz5/jyyy9x9+5dtqx9+/bYv3+/1vWE1baR9uVF30WkqgQCAfz8/BAfH49x48bh1q1bOHXqFHbu3IkRI0bA3Nyc6xAVppS5ZQkhmu306dMICQnBsmXLqpzYAeo5uvv58+cxcOBAiEQiAMWXYQYOHIj9+/dDV1d7PwLV8b0ooa5xqSuZTMbZwLuacJlfGT7cz1atWsHQ0BARERGIjY0t85nI4/Ggo6Nwl4Uapb2fbIQQuTx+/Bhz5szBpk2b4OXlxXU4SlNUVIR58+Zh2bJl7BejmZkZ/P39IRQKtTqxI9pBJpPh2bNnyM/P5ywGhmGgq6uLJ0+eaPV8yh/vp56eHvz8/MDn88ttZebz+TA3N0f9+vU5iLZy9OlGSC23b98+5OfnY/LkyaXKT506BQsLC46iqp60tDQMGjQI//zzD1vWrFkzbNy4Ebdu3dK6S7FEO2VkZEBHRwfNmzfnLLFiGAZ5eXkwNDTU+uSuov1kGAbZ2dnQ19eHoaEhGIZBfn4+O8uFOiZ4lNwRUsuFhoYiNDSU6zCUJiIiAiNGjEBWVhaA4l/Y8+fPh4uLC8zMzODs7FxqeiJC1BHDMBCJRLC1teW0lZlhGOjo6IDP52t9clfRfkqlUhQUFLAtqMbGxjA2Nkbjxo2Rnp5OyR0hhKhKQUEBZs2ahbVr17JllpaWOHToEDp06ACpVIr4+Hj2Ugsh6oxhGDAMAz09Pa5DqfX4fD4aNmyId+/eITs7GzKZDCYmJjAwMIBUKoVMJlO7e/AouSOEaLykpCQMGTIEN2/eZMt8fX2xd+9eNGjQgMPICKkarjpQkPLp6urCzMwM7969w/v375GXlweZTAaxWAyJRAJDQ0OuQyxFvVJNQghR0JEjRyAUCtnETk9PD2FhYTh58iQldoQQpeHz+TAzM4OOjg47YHtBQQFOnz7NdWhlUHJHCNE4EokEBw8eRMeOHTFo0CBkZ2cDAJo2bcqO16fN9wcRQsqKjY2Fn58fPDw8MGbMGLx580bhZY8ePQpvb28IhUKMHDkSycnJpV6no6NT5rOlpGOFOqHkjhCicbZu3Ypp06bhr7/+Ysu+/vpr3L59Gy1btuQwMkIIF/Lz8zF16lRMnToVN27cgI2NDZYtWyb3ssuXL8ezZ8+wfPlyhIeHIzY2Fq1atcK8efPKvF5fX7/U46KiIk6HqykPJXeEEI2yd+9ezJgxg50bVldXF0OGDMGBAwdQt25djqMjpPY5e/YsBg0ahFatWqFr1644depUldd14sQJCIXCMn8nTpz45OtiYmJgYWGBnj17Ql9fH8HBwTh9+jTEYrHcyzZq1AgXLlyAvb098vPz8f79+3J7wtarVw+GhobsQOE5OTnYu3dvudviCnWoIIRohPfv3yMwMBB79+5ly8zNzTFo0CD06NGDLsMSwoH9+/dj586dWLlyJdzd3ZGamoqCgoIqr8/f3x/+/v4Kv+7Zs2ewtbVlH5uamsLIyAjPnz+Ho6OjXMumpqbCw8MD169fx+jRo1GnTh389ttvZbalo6OD+vXrQyqVQiQSoWPHjrh8+TJ2796NkSNHwsTEROH4lY2SO0KI2rt79y6+/vprPHr0iC3r1q0bfHx80LRpU/j4+HAYHSG1U1ZWFlatWoXt27dDKBQCAGxsbAAUJ30nTpyAQCDAihUrYGFhgadPn2Lu3LnQ0dFBnTp1sGrVKqW1tovFYggEglJlhoaG5V4urWxZoVCIO3fuYM+ePZg4cSLOnj1b5lLshzp16gSBQIAzZ85g165dGDlyJOdj31FyRwhRWwzDYMuWLZg2bRrbGmBsbIwtW7Zg2LBhHEdHSM05fPgw5s2bh5ycHJVux8TEBIsWLcLAgQMrXTYmJgZNmjSBp6dnqfLMzExERERg//79uHXrFjZs2IBFixahfv362Lp1K0xMTHDgwAEcOHAAEyZMKPXakydPYsGCBWW2NX/+fPj5+bGP582bh5MnTwIA/Pz8YGdnV6bFMC8vD0ZGRmXWZWho+MllSxK5cePGYfv27UhMTESLFi0+eSy8vLwgEAhw8uRJ3L59G927d//k8qpGyR0hRC1lZWVh3LhxOHLkCFvm7u6Ow4cPo3nz5hxGRkjNW7lyJR4+fFhj25InuROJROW2vCUkJKBNmzbQ0dFB69atsXz5cgAoNTSRrq5uuQP/+vn5lUriKrJw4UIsXLiQfXzp0iVERESUii03NxdNmjQp81o7O7tyl3316hWCgoKwYcMGAMVz+xYWFsp9mdXT0xPm5uZqMb0hdagghKidmzdvwt3dvVRiN2HCBPzzzz+U2JFaadasWXB0dETjxo1V+ufo6IiZM2fKFZOzszMSEhJw9+5dAMVzOt+/fx9ZWVlsQsTj8SCTyUq9TiQSYf/+/QgICFDa8WnXrh3+++8/REdHo6CgAGFhYfD29oaBgYFcy3br1g2Ojo64fv06rly5gsLCQmzYsAHNmzcvN0GsiLW1NXg8HhiGQVRUFJ49e6a0fVQEtdwRQtQGwzBYs2YN5syZg8LCQgDFl2F37dolV0sCIdpq4MCBalcH3Nzc8P3332PatGnIzMyEhYUFQkNDUbduXTx9+pRd7sMWOolEguDgYISEhCj1vjQDAwNs3rwZ8+bNQ0hICDw9PbFy5Ur2eV9fX3z33Xfw9/cvd9kVK1bAwMAAa9euxdKlS/Hq1Su0bNkS69atq1Jnrbdv3+LOnTuIi4vD4MGD0axZM6XtqzwouSOEqIWXL1/Cz88Pt27dYss8PDxw7NixUj3bCCHqY9SoURg1alSpsnfv3mHr1q2QyWSIjY2Fk5MTgOIfbz/++CMCAgLQqlUrpcfi7u6O48ePl/tcZGTkJ5dlGAZisRheXl6lLtlWVcOGDTFq1Cjs27cP+/fvR5MmTZCdnQ1ra2v4+PiU6dChbJTcEULUwvDhw0sldv3798fhw4dp4nRCNEyDBg3g4+ODYcOGQSAQsIMJX7lyBRcvXsTr169x6NAheHt7Y8yYMRxHqzqNGzfG6NGjsW3bNvbyrEgkAgAMGDBApdum5I4QwrnU1FTk5uYCAIyMjDBgwAC0bduWEjtCNNTw4cMxfPjwUmVdunRBXFwcRxFxo1GjRqhTpw6ysrIAFLcQpqWlqXy7lNwRQjh1+/ZtREZGok+fPnB2doaFhQUMDQ3VoscZIYRUl42NDRISEsAwDHg8HqysrNj/qwr1liWEcEIqlSIyMhInT56EiYkJxo4dCz8/P1haWsLV1ZUGJiacUWQC+ri4OPTp06cGoyOaxsfHB66urmjQoAFcXV3h4eGB8PBwvH79WmXbpJY7Qggn/v77b9y6dQu2trYYNGgQjIyMFBpygBBVKJlUPjQ0FF26dMHSpUuxbNkyrFq1qsyykZGRCA0Nhampac0HSjSGQCAodY/dnTt38ObNG2zfvh0BAQGwt7dX+jap5Y4Qwol27dqhR48eGDFiRLmjyBPCBXknoI+MjMT69esxadIkjiIlmsrd3R0jR44En8/HH3/8gWvXroFhGKVuQ62SO3mawp88eYJhw4bB09MTgwcPxoMHD9jn5s2bB1dXVwiFQgiFQrUbE4iQ2u7ff//FhQsXAAB6enro0KED+Hw+x1ER8n8+NQH9h7y8vBAZGQkXF5cajpBoA1tbW4wfPx6NGjXC+fPncezYMaUmeGqT3JU0hU+dOhU3btyAjY0N2326RFFREQIDA9GuXTtcv34dI0eOxPjx49lfVImJidi6dSvi4uIQFxdXanR7Qgh3ZDIZzp07hz///BPx8fHIy8vjOiRCyiXvBPQNGjRQ2g8TqVRa5k8mk4FhGPZfLv8AcB6DOu7nh+9Ree9hZX9169bFN998AycnJ9StW1eu9chLbe65+7ApHACCg4PRqVMnLFy4kL1kk5ycjNevXyMwMBB8Ph/9+vVDeHg4/v77b3Tv3h2JiYlwcHDgcjcIIR/Jz8/Hn3/+iSdPnsDKygpff/01DA0NuQ6LkHJVNqm8KiQmJpZbrqOjg//++w+mpqYq7Vkpj5KhirSdPPvJMAyKiorw5s0bSCQSdvq1qmratCkAID4+vlrr+ZDaJHefagp3dHQEUPzrX09Pr9SvJR6Ph9TUVKSlpaGwsBCzZs3Cv//+CwcHB8ybN489aISQmiWRSHDs2DE8fvwYMpkMrq6u8Pf3h66u2nzsEFJGRZPKq7Kzj729fbnJY0FBAdLS0mpkXLRPKSwsrBVjTiqynzweD/Xq1YOdnV2p6dWq6/jx43jw4AGMjIxgZ2eHXr16sS3JYrG4wh8CH1ObT1l5msK/+OILdp7J4cOH4/z580hKSoJEIkF2djZatWqF6dOno1mzZti6dSsmT56MyMjIKn2ZKNoEWpNK4lLX+JRFE/ZTnWPjWlRUFBITE9nLHTwejxI7ovbatWuHkJAQREdHo3v37p+cgF5Z+Hx+uZd4DQ0N0bx5c/byHxekUikSEhLg5OSk1ffHKrKfPB6P/VO2/Px8FBUVITs7G3fv3gXDMGxPW0WOv9p80srTFK6np4eNGzciNDQU4eHh6NOnDzp16gQTExO4uLhg165d7LKBgYHYtWsXUlJSqjRhr7zZMZcSEhK4DqFG1Jb91DapqamlvpC4bn0gRB4VTUCfnp4OX19fREZGwtLSskZjUmbLUFVVlIBqG67388OOpNWZzUJtkjt5msJlMhkKCwtx4MABAMU73r17d4wdOxa3bt1CSkoK20O25MZEfX39KsVTUTO5Oij5heHq6qrVlU0T9lORZvLaxtraGiKRqNSo7IRogoomoC9v6qy2bdvi7NmzNREWqQWU9bmpNsmdPE3hPB4PQUFBmDt3Lrp06YJdu3ZBT08PLVu2xN27d7Fs2TI4OTmhefPmCAsLg4ODQ5Xvk+A6e5eHJsSoDOq8n+oalzoomWEiLS0NVlZWNOMEIYRUQlmfm2qT3MnbFL5q1SqEhoZi5syZaNGiBbZs2QI+nw+hUIjZs2cjKCgImZmZ8PT0RFhYmMJxyGQyAFDroRpK7vMSi8VanVxown6WnCcl501tVVG96d27N/t/qVRaZiDYmqQJ55MyaMJ+Ur0pRt836kOd9rOiz01F6g2P4eouTTX19u1bpKSkcB0G0TC2trYwMzPjOgzOUL0hVUH1huoNUZw89YaSu48UFRUhKysLAoFALW5iJepNJpNBIpGgXr16tbonKNUbogiqN8Wo3hBFKFJvKLkjhBBCCNEi9FOBEEIIIUSLUHJHCCGEEKJFKLkjhBBCCNEilNwRuaSnp0MoFCIzM5PrUAjRGFRvCFEc1Zvqow4VhBBCCCFahFruiFzS0tLg4OCAd+/ecR0KIRqD6g0hiqN6U32U3BFCCCGEaBFK7gghhBBCtAgld4QQQgghWoSSO0IIIYQQLULJHSGEEEKIFqHkjhBCCCFEi1ByR+RSMhwin8/nOBJCNAfVG0IUR/Wm+ii5I5WSSCR4/Pgx9PX1YWJiwnU4hGgEqjeEKI7qjXLoch0AUX+7d+/Gli1bMGHCBOjo0O8BQuRB9YYQxVG9UQ6afowQQgghRItQWkwIIYQQokUouSOEEEII0SKU3BFCCCGEaBFK7gghhBBCtAgld4QQQgghWoSSO0IIIYQQLULJHSGEEEKIFqHkjhBCCCFEi1ByRwghhBCiRSi5I4QQQgjRIpTcEUIIIYRoEUruCCGEEEK0iC7XAaiboqIiZGVlQSAQQEeHcl/yaTKZDBKJBPXq1YOubu2tTlRviCKo3hCiWlSrPpKVlYWUlBSuwyAaxtbWFmZmZlyHwRmqN6Qqanu9IURVKLn7iEAgAFD8oWNoaMhxNOWTSqVITEyEvb09+Hw+1+GojCbsZ15eHlJSUtjzpraieqM+NGE/qd4QolqU3H2k5JKSoaEhjIyMOI6mfFKpFABgZGSkth/eyqBJ+1nbL0VSvVEfmrSftb3eEKIqlNwRUgmJRIKoqCikpqbC2toaPj4+1OIgBzpuhBDCDUruCKlEVFQUEhISwDAMRCIRAGDAgAHcBqUB6LgRQgg3KLmrAplMBoZhONt+yWWXkn+11af2k8fjqfySjlgshpGREVJTU9n3m2EYpKWlqXS72oKOGyGEcIOSOwXIZDI8e/YM+fn5nMbBMAx0dXXx5MkT8Hg8TmNRpcr208DAADY2NkpP8iQSCa5du4Z//vkHI0aMgLW1NUQiERiGAY/Hg5WVlVK3p60+PG4A6JIsIYTUEEruFJCRkQEdHR00b96c06SKYRjk5eXB0NBQ65O7ivaTYRi8ePECGRkZ+Oyzz5SyPZlMhri4OFy8eBG5ubmwsLCAjo4OfHx8AABpaWmwsrJiH5NPKzlOqampEIvF+O+//xAXFwehUMhxZIQQot0ouZNTyX1Dtra2nA+6yTAMdHR0wOfztT65+9R+WlhYICUlBRYWFtU+Di9evMCJEyeQkZGBOnXqwM/PDx4eHmyrIN0rpjiBQMAet5ycHOzcuRMnT56EgYEBnJycOI6OEEK0F/VDlxPDMGAYBnp6elyHQv4/PT099n1RxrpEIhE6deqEoKAgeHp6asUwDbGxsWyiOmbMGLx586bMMvfv38eQIUPQsmVL9O3bF+fOnVN6HCYmJhg5ciQaNGiAOnXqKH39hBBC/o/mf3vVEC47UJBPU/S9kUgkOHLkCJYtW4Zdu3ZBIpGgUaNG+P777+Ht7a0194bl5+dj6tSpmDp1Km7cuAEbGxssW7as1DJSqRSBgYEICAjAzZs3MX/+fMyePRsvXrxQejwNGjTA5MmT0aRJEwBUpwghRFUouSO1zpEjR3Dv3j1IJBI8f/4cUVFRAIo7aGiTmJgYWFhYoGfPntDX10dwcDBOnz4NsVjMLvPmzRu0aNECgwYNgo6ODtq1awcbGxs8ePBAJTGVtIZmZGRgy5Yt5bYkEkIIqR5K7ojSyHMJsMTRo0fh7e0NoVCIkSNHIjk5GUBxQuLr64uWLVti+PDhSEpKUmqMt2/fxpMnT0qVaesQHc+ePYOtrS372NTUFEZGRnj+/DlbZmFhgfXr17OP09PT8fTpUzg4OKg0NpFIhIyMDPz222/IyspS6bYIIaS2oeSOKIU8lwBLJCcnY9myZQgPD0dsbCxatWqFefPmQSqVIjg4GD///DNu3ryJtm3bYunSpUqL8dSpUzh58iT09PTYDhjaPLSJWCwuc4nZ0NCwwqF8srKyMHnyZAwePBjW1tZV2qZUKpXrr2nTpujfvz/EYjH++OMP5OTkyP3a6vwpEqMm/2nCfhJCVId6y2qhs2fPYuvWrUhOToaxsTHmzJmDPn36VGldJ06cwPz588uUL1iwAP7+/uzjDy8BAkBwcDA6deqEhQsXlplr1M7ODhcvXkSdOnUgFovx/v171K9fH1lZWRCJRJDJZACKEy9lXipt1KgR7Ozs4Ofnh0uXLmn90CaGhoYoKCgoVZaXl1fu3K/p6ekYN24c3N3dMWfOnCpvMzExUaHlS85LRV9XHQkJCTW2LS7Vlv0khJRFyZ2W2b9/P3bu3ImVK1fC3d0dqampZb7gFeHv718qiavIpy4BOjo6llm+Tp06uH79OkaPHo06dergt99+Q4MGDfDVV19hzJgx4PP5qFevHnbu3Fnl2IHiS6716tWDiYkJPD09IRQKwePxasXQJnZ2doiIiGAfi0Qi5Obmsh0aSiQlJeGbb75B//79MWPGjGpt097evtzk8VOuXLmCv//+G507d0b79u2rtf1PkUqlSEhIgKurK/h8vsq2wzVN2E+xWFyjCT0htQ0ld1okKysLq1atwvbt29mBYm1sbPDu3TsEBAQgKSkJ+/fvLzXG2P79+3HixAkIBAKsWLECFhYWVdq2opcAAUAoFOLOnTvYs2cPJk6ciLNnz8LY2Bi7d++Gp6cnNm3ahDlz5uDYsWNVGsfu1q1biI6Ohq2tLUaOHAkAWj0u4MfatWuHkJAQREdHo3v37ggLC4O3t3ep1lCJRIKJEydi8ODBmDJlSrW3yefzFU4ounbtCnNzczRt2hQnTpxAamoqrK2t4ePjo5Key1WJUROp836qa1yEaAu6564aDh8+DCcnJ1hZWansz8nJCUeOHJErnpiYGDRp0gSenp6lyo2NjbFt2zb07t27VHlmZiYiIiKwf/9+BAYGYsOGDWXWefLkSbRq1arM38mTJ0stp8glwBL6+vrQ19fHuHHjkJ+fj927dyMtLQ1eXl4QCAQICgpCWlqawr/wi4qKcPLkSURGRqJu3brspeLaxsDAAJs3b0Z4eDjatm2L1NRUhIaGIj09HUKhEOnp6Th//jyePXuGHTt2QCgUsn8lPYhrAo/HQ4sWLXDq1CkkJCQgMzMTCQkJNRoDIYRoE2q5q4aVK1fi4cOHNbKdgQMHVrqcSCRC3bp1y5Tr6+ujQYMGZcoTEhLQpk0b6OjooHXr1li+fHmZZfz8/ODn51fptuW9BAgAly9fxpEjR9hemjKZDIWFheDxeKVutNbR0YGOjo5CM4JkZ2fj0KFDePHiBZo2bYqAgAAYGhrK/Xpt4+7ujuPHj5cpj4uLAwBYWlqqzT2H165dQ0REBKytrdG2bVu2BzUhhBDFUHJXDbNmzcLPP/+MnJwclW3DxMQEM2fOlGtZZ2dnLF++HHfv3oWbmxvS0tKQnZ0NZ2fncpfPysqCiYkJgOLWk5KODFUhzyXAEi4uLpgxYwauXLkCLy8vbNq0Cc2bN0eHDh2wYcMGXLt2DV5eXtixYwfMzc1L3ctXEYlEgqioKDx8+BAFBQVo27YtevXqpRWzTNQWV65cQWJiIhITE3Hz5k307NkTLi4u6NGjB13GI4QQBVByVw0DBw6Uq0Wtpri5ueH777/HtGnTkJmZCQsLC4SGhla4fN26dfH06VP2cXUSoZJLgPPmzUNISAg8PT2xcuVK9nlfX19899138Pf3R8OGDbFu3TosWbIEr169QsuWLbFu3TpYWFhgyZIlWLRoEd6+fQsXFxesXr260i92hmEQFRWFhIQEMAwDHo+HvLw8Suw0zPTp0zFixAjIZDJkZ2fjzz//xI0bNzBy5EjMnDkTpqamXIdICCEagZI7LTNq1CiMGjVKrmVdXV2xdetWyGQyxMbGVnsy94ouAQJAZGRkqcdeXl6lLuOW6NevH/r16wegOGn7cDaF8jAMg5MnT+Lx48fsdFYMw2jtwMTabOjQofDw8MAPP/yA6OhoAEBqaiqWLl2K5ORkrFq1CpaWlhxHSQgh6o+aNmqJ0aNH49q1a5g/fz72798PoHiuTx8fHwwbNgwbNmxAYGAgx1EqpqioCO/fv8e9e/dqzcDE2s7JyQlRUVGIiooqNYTOH3/8gebNm+OHH36gGS0IIaQS1HJXS+zevbvc8uHDh2P48OE1G4wS5Ofn4+3bt5BKpejSpQtat26N6OhorR+YuLbo27cvevTogc2bNyM0NBSZmZkQi8X49ddfsWvXLvzyyy+YMGFCrRrahhBC5EUtd0TjvH//Hu/evQOPx0OdOnXQvn17GBgYYMCAAQgKCsKAAQNUMj4aqVl6enqYOnUqHj9+jClTprD3XmZmZmLixImwt7fHzJkzcezYMUgkEo6jJYQQ9UHJHdE4enp60NPTg5mZGfT09LgOh6iYmZkZ1q9fjzt37qBXr15s+ZMnT7Bq1SosXLgQv//+O4cREkKIetG65O7o0aPw9vaGUCjEyJEjaawsLVFQUMAOkiwQCNCwYUOFxr8jms/FxQWnTp1CREQEzM3N2fL4+HhMnjwZS5cu/eSMKIQQUltoVXKXnJyMZcuWITw8HLGxsWjVqhXmzZvHdVikmsRiMd68eYPMzEy2Ryzda1U78Xg8+Pr6YuPGjejTpw87jmJBQQF++uknODg44PDhw+x5QgghtZFWNX3Y2dnh4sWLqFOnDsRiMd6/f4/69etzHRapAplMhqysLOjr6yM7Oxt8Ph/169enpI4AAPz9/aGrq4vOnTvjypUrOHPmDGQyGZ4/f46vv/4anTp1QlhYWJmp+AghpDbQqpY7AKhTpw6uX7+Oli1b4tixY5g0aZJS1luSVFCLQM0QiUSlLrHp6elBX1+/1DLUild7CQQCDBgwAD/++COio6Nx584dtG/fnn3+6tWraNWqFb799lu8fPmSw0gJIaTmaVXLXQmhUIg7d+5gz549mDhxIs6ePVsmMaiMVCotNc8pAOjq6uLt27do0KABpwkFwzCQyWQoKirS2sQmPz+f3U+ZTIaCggIUFRWxzzMMg3fv3kFXVxcMw5R5r2oKV9slpbVo0QLXrl3D0aNHERQUhP/++w8Mw2Dnzp04dOgQfvrpJwQFBXEdJiGE1Ageo8VNUQzDoF27dtixYwdatGgh12vEYjEePHhQ4fM6Ojrg8Xham1RpCoZh2ORPHTg5OcHIyIjrMDhTUm/U4TgUFBQgNDQUa9asKdX6a2dnh4kTJ2L69Ola3RlHKpUiPj4eHh4eajsnrzqdL4RoI636hLt8+TKOHDmC9evXAyi+b6uwsBAmJiYKr8ve3r7CDx2ZTMbp5VmZTIZ79+7BxcVFa+ZPlUgkOHXqFPh8Pnx9fVFYWIgLFy6gcePGePHiBby9vUu1vvJ4PLXYd7FYjMTERK7DIB/Q19fH0qVLMWnSJCxevBjbt2+HTCZDcnIyZs+ejb1792LHjh1o27Yt16ESQohKaFVy5+LighkzZuDKlSvw8vLCpk2b0Lx5czRp0kThdfH5/Ap/9XL9a7jkUqCenh7nsShDRkYGDh48iHfv3sHV1RW6uroQCATw9fVFfHw8fH191XY/1TUuAlhbW2PLli2YMmUKBg0ahEePHgEA7t27By8vL3z77bdYvHgxLCwsOI6UEEKUi/umDyVq2LAh1q1bhxUrVqB9+/Z48OAB1q1bR5dQ1di///6L7du3QyQSoU+fPhgwYAAlTESpXF1dMWnSJAwfPhzW1tYAii/rb9++Hc2bN8eKFStohgtCiFbRquQOALy8vBAREYGbN28iPDycfpWrsevXr+PPP/+EQCDAN998g7Zt21IiTlSiSZMmcHZ2xsGDB9GnTx92erqcnBzMnj0bzs7OOHr0KPWGJ4RoBc4uy8bExCA6OhpxcXF48eIFCgoKYGpqCgcHB7Rv3x79+/dHw4YNuQqP1AAHBwekpKTAx8enSvdFahOqD6rl4+MDHo8HfX19TJgwAWPHjsWGDRtw7do1yGQyJCUlISAgAF27dkVYWBjc3d25DpkQQqqsxpO76OhohIWFoaCgAB07dsSIESNgbm4OAwMDiEQiPH36FNeuXcO6devg7++PoKAgNGrUqKbDJEqWn5+PBQsW4P79+/Dx8cHo0aNhamqKwYMHcx0ap6g+1AyBQAA/Pz/Ex8fD398ffD4fAQEB+PfffxEcHIyLFy8CAC5dugShUIhx48Zh8eLFdKwJIRqpxpO7w4cPY8GCBWjXrt0nl3v37h0OHDiAs2fPYvjw4TUUHVEFkUgEX19f/P333wCAvLw8NGzYEAEBARxHxj2qD9zR0dGBm5sb/ve//yEwMBCRkZHsFHfbtm3DwYMHMXfuXEydOpW9jEsIIZqgxpO7nTt3yrVcgwYNMHnyZBVHQ1QtJiYGgwcPRmpqKltmbm6O9PR0DqNSH1QfuFe3bl1s3LgRvXr1wm+//YYrV65AIpEgOzsbs2bNwq+//op169Zh4MCBdE8oIUQj1HiHihUrVqCgoAAAqIeaFpNKpVi6dCk6derEJnYGBgYYPHgwHBwcYGVlxXGE6oHqg3qoW7cuRowYgbCwMMyZM6fUnLQvX77E119/jR49euDu3bscRkkIIfKp8Za7N2/eID8/H/r6+hAKhbC2toaDgwPs7e3Zf21sbGo6LKJE6enpGDlyJC5cuMCWeXp64rvvvoNEIoGVlRV8fHw4jFB9UH1QHzweD87OzpgzZw4MDAzQunVrnD59GikpKQCACxcuQCgUYvz48Vi0aBHMzc25DZgQQipQ48ndihUr2P9HRkYiMTERiYmJePjwIU6cOIHU1FQYGBigWbNmcHJyQocOHdCrVy+6HKIhIiMjMWrUKLx79w5A8X1Nc+bMwYIFC7R6yqeqovqgfgwMDODg4ICCggJ88803ePjwIc6cOYPMzEzIZDJs2bIFf/zxB+bNm4egoCCF560mhBBV4/Tb1s7ODnZ2dujduzdblpeXh8ePH+PRo0e4d+8eFi1ahJs3b2Lu3LkcRkoqI5FIMHv2bKxdu5Yta9y4Mfbt24cuXbpwGJnmoPqgPkpaltPS0uDr68uOn3nlyhUUFBQgOzsbM2bMQHh4OFavXg0/Pz9KuAkhaqPGkzuGYT75IWhoaAg3Nze4ublh0KBBGDhwICZPnkxfZmrs8ePHGDhwYKn7kXr37o19+/bBzMyMw8jUH9UH9SQQCDBgwAD2McMw6Nq1K44fP47//e9/iI+PB8MwePLkCfr3748ePXrg119/haurK4dRE0JIsRrvUNG3b18cPXoUubm5n1zu4cOH+Omnn3D58mVMnDixhqIjipBIJJg2bRpatGjBJnZ6enoICwtDdHQ0JXZyoPqgGXg8Htzd3RESEoKNGzdi+vTp6NChA/v8uXPn4OHhgcmTJ+P169ccRkoIIRzdcxcWFoZFixbB09MTzs7OMDc3h76+PrKzs5GcnIzbt28jJycHo0ePxqhRo2BgYFDTYZJK5OTkwM/PD5cvX2bLPv/8c0RFRcHDw4O7wDQM1QfNoqurCy8vL3aqvKNHj2LKlCl4+fIlZDIZNm/ejP3792P+/PkIDAyk+/EIIZyo8eTOzc0NO3fuRHJyMs6cOYO4uDhcvnyZnW7J0dERM2bMQNeuXaGnp1fT4RE5xMbGYuDAgWwvQgAQCoUYNmwYJXYKovqgmXR0ii96BAQEIDU1FREREbh69SoKCgqQlZWF6dOns/fj+fr60v14hJAaxVmHCjs7O3z33XdcbZ5UgUwmw+rVqxESEoKioiIAxfcm9evXD25ubmjatCnHEWouqg+aS0dHB506dYKHhwfOnz+P+Ph4AEBiYiL8/PzQs2dPrFmzBi4uLtwGSgipNWr8nrtPYRgGSUlJiI2NxdOnTyGTybgOifx/GRkZ6N27N2bNmsUmdh4eHlizZg26dOkCV1dXGruO1ErW1tbg8XgwMTHBgAEDMHXqVNjZ2bHPnz17Fu7u7ggMDMSbN284jJQQUluozcBjMTExWLp0KSwtLWFiYoKcnBykp6cjJCQEXl5eXIdXq507dw5Dhw4t9cU0c+ZMLF68mO4pqmFjx46Ve8oyUjM+HDbFysoKffv2xYIFC3D27FnMnDkTz549g1QqxaZNm7B//36EhoZi8uTJdJmdEKIyapPcrV27Fr/99htMTU3ZMpFIhIkTJ1Jyx5HCwkLMnz8fy5YtA8MwAAAzMzPs378fvXr14jg67fbheIElGIbB8+fPOYiGfMrHw6YAxQMhDxo0CL1798bQoUNx9uxZFBYWQiQSITg4GJs3b8bq1avh4+ND9+MRQpROrS7LGhkZlXlcklSQmpWSkoIOHTrgl19+Yd+D7t274969e5TY1YADBw7AxsYGTZo0Yf9sbGxgaGjIdWhEAXXr1sWxY8dw4MCBUvPVPnr0CP369YOnpyd7jx4hhCiL2rTcDR06FAEBAfD09ES9evUgEokQFxeHcePGcR1arXPw4EF8++237Nhrurq6WLp0KX744Qe2lyBRrS+++AJeXl6wsLAoVf73339zFBGpKn19fXz11Vfo3bs3tm/fjtWrVyM1NRUAEB8fj5YtW2LChAlYvHgxjQ1JCFEKtUnu+vfvj+7du+POnTvIzMyEqakpZs6cCRMTE65DqzUyMzMxcOBAXLhwgS2zsbHBoUOH0KZNGw4jq31+//33ci/XrVy5koNoiDLUqVMH06ZNg0wmw99//42zZ88iKysLMpkM4eHh2Lt3L0aNGoXAwEA0a9aMxjMkhFSZWjXDGBsbo0OHDujXrx86duxIiV0NSkhIQIsWLUoldh07dsTdu3cpseOAsu7Dio2NhZ+fHzw8PDBmzJhP9taMi4tDnz59lLJdUjFbW1u4urpiypQp8Pb2ZjslicVihIeHo1u3bhg/fjySkpIgkUhw7NgxrF27FseOHYNEIuE4ekKIJlCr5K48Y8eO5ToErcYwDDZt2oTWrVsjPT0dQPEUYv3798egQYNQt25djiMkH1KkPuTn52Pq1KmYOnUqbty4ARsbGyxbtqzcZSMjIzFhwgRIpVJlhUoq4OPjA1dXV1hYWGDKlCl48OABRo0axT7/5s0b/P7775g0aRK2bt2KhIQEiEQi3L17F7t27cJ///1H9yITQj5JbS7LUu/Amvfu3Tt8++23+N///seWffbZZwgICECjRo1gbW3NXXC1nDLqQ0xMDCwsLNCzZ08AQHBwMDp16oSFCxeW6rwUGRmJ9evXY9KkSfjjjz+qHzz5pPJ61+7ZsweBgYEIDg5GTEwMAODMmTM4d+4cWrdujS5dusDIyAivXr3C1q1bYWxsDBcXF2ppJYSUS22SuwMHDmD27NllfpFS70DVuHLlCr7++mu8evWKLQsMDESnTp2QkZEBKysrGpSYQ8qoD8+ePYOtrS372NTUFEZGRnj+/DkcHR3Zci8vL/Tp0we3bt2qdtxSqVRtW/9K4lLX+Fq2bIkrV67g4MGD+PHHH5GamgqZTIbr16/j7t27GDp0KLy9vdGoUSMkJSXh/fv37L7ExsZCIpHA2toad+7cgZWVFSIiItCzZ08IBAKO96wsdX0PCNEWapPcKat3YGRkJNatW4c3b97A0dERCxYsQLNmzZQZqkaTSqWYP38+li5dyiYODRo0wO7du+Hn58dxdKSEMuqDWCwu88VuaGiI/Pz8UmUNGjSoeqAfSUxMVNq6VCUhIYHrED7J0dERf/zxB3777Tfs2bMH+fn5yMvLw61btzB58mQA//eelQyjwufzYWRkhLdv38LKygoAYGVlhQcPHnCyD4QQbnGS3BUUFCA9Pb1Uq4Iyegc+ffoUCxYswI4dO+Ds7IwdO3ZgypQpOHXqlDLC1nhpaWkICAjAjRs32LJOnTrhjz/+QOPGjTmMrHZTVX0wNDREQUFBqbK8vLwy40kqk729vUrXXx1SqRQJCQlwdXUFn8/nOpxKtWvXDj/++CN+/vlnXLhwAZMmTYKHh0e5yxYVFSEtLQ1Hjx6FVCpFz549cfbsWRgZGSEwMLBmA5eDWCzWiB8ChGgqTpK7ffv24cCBA/jzzz9hbGwMQDm9A9PT0zFixAi4uroCAIYPH47Vq1cjJyen1ve8PXHiBL755huIRCIAxZOdh4aGIiQkRCO+6LSZquqDnZ0dIiIi2McikQi5ublo0qRJtdddET6fr/bnkybEWMLGxgZ79+6tdDk+n4+mTZuiWbNmbGudVCqFtbU1+Hw+srOz2flv1YGmHH9CNBUnyd3x48cRGBjIfpF9SCKRYMqUKRg2bBi6deum0Ho7deqETp06sY8vX77MzlWrKG24d0gikSAiIgKbNm3C5cuX2fLGjRtj37596Nixo1zr4Yq63yMFKCc2VdWHdu3aISQkBNHR0ejevTvCwsLg7e1N46dpsQ+nM3NxcUHfvn0BFM8P/eDBA7Rq1QodOnQo91wjhGgPTpK7Z8+eoWXLluU+JxAI0L59exw4cEDhL7MPPXjwAKGhoViyZEmVXq8Jlwwqu3coJSUFP//8c6l96datG+bOnQtjY2ONmfZI3e+Rqi5V1QcDAwNs3rwZ8+bNQ0hICDw9PbFy5Uqkp6fD19cXkZGRsLS0VMYuEDUhEAjg5+eH+Ph4+Pn5sS1kLVq0wOvXr/HPP/8gNjYWrVu3RocOHdT2EjohpHo4Se709fXZqa3K0759e+zYsaPK64+JicG0adMwc+ZMdhgIRWnyvUMMw2Dbtm2YNm0aCgsLARRPIRYQEFDhvVzqSBPukVLGvUOqrA/u7u44fvx4mfK4uLgyZW3btsXZs2ertB2i3uzt7dG8eXM8fPgQly5dwt9//42bN2/i22+/xd9//43U1FRYW1vDx8dHLXvXEkIUw0ly5+bmhjNnzsDe3r7c542NjZGTk1OldZ8+fRohISFYtmxZlRM7QDPuyykvxqysLIwePbrU2HXm5uYYNGgQevToAV1dtekgLTd1fi+UEZcq6wMhJXg8HpycnODo6Ij79+8jKSkJf//9NxISEsAwDHs/7sdj8BFCNA8nM1R888032Lp1K65du1bu8w8fPqzS5aLHjx9jzpw52LBhQ7USO01148YNtGjRolRi17NnT8yePRs9evSgcevUlKrqAyHl4fF4cHFxgZ+fH1JTU9khkRiGQVpaGsfREUKUgZNmnI4dO2LChAkYP348/P398fXXX8PZ2RkGBga4c+cOVqxYUaWR1/ft24f8/Hx2LKgSp06dKjNemDaRyWRYtWoVfvrpJxQVFQEA6tati+3bt2PQoEEcR0cqo6r6QEhlrK2tIRKJ2ASvZIw8Qohm4+wa3ZQpU+Ds7IzVq1fj+PHj4PF44PP5kEqlEAqFmDRpksLrDA0NRWhoqPKDVWMvX77E4MGDceXKFbbMy8sL+/fvLzVuGlFvqqgPhFSmpDX/0aNHkEgkqF+/PscREUKUgdMbsLy9veHt7Y379+/j0aNHyM/PR7NmzdC6dWsuw9IYp0+fxogRI5CZmQmg+HLLjz/+iNDQUOjp6XEcHVEU1QdS00rmuS0sLMTWrVtx9epVODk5afWVDkJqA7W4u97Z2RnOzs5ch6ExCgoKsHbtWvz2229smYWFBfbt24fu3btzGBlRBqoPpKbp6elhwIAB2L59O44dO4bx48erbScmQkjlOOlQQaru/v37aNGiRanErk+fPkhISKDEjhBSZZaWlujcuTNMTEzKTFtHCNEsatFyR+Szf/9+jBs3Dnl5eQCKh+EYNWoUtm/fDh0dytOJ+pPJZOzN+zVNE2Y8UQZF9pPH45X67OjcuTN4PJ7GjIVJCCkfJXca4P3795g4cSL27dvHlllbW6Nfv35wcnKixI6ovczMTLx+/ZrTxIphGOjq6uLJkydanbwoup8GBgawsbGBjo4O+1nCMAzi4+Ph4uICfX19VYdMCFEySu7UXHx8PAICApCUlMSWeXh4YO3atbh27RoNXUDUXmZmJjIyMtC4cWMYGBhwllgxDIO8vDwYGhpqfXIn734yDIMXL14gIyMDn332GVt+7949nDhxAv/99x+Nj0mIBqLkTk0xDIO1a9di1qxZ7BRiRkZGWL9+PRo0aIA6derA2dmZnRicEHX1+vVrNG7cmPPJ6hmGgY6ODvh8vtYnd4rsp4WFBVJSUmBhYcEu7+Liglu3buHmzZtwcHBA06ZNVR02IUSJ6HqeGnrz5g18fHzw/fffs4mdu7s74uPjMXbsWPj5+QEA/Pz8aB5IotZkMhmkUikMDAy4DoVUQE9PDwzDlLoXksfjoX///tDX18fx48fZ+3wJIZqBkjs1c+nSJbi7u+PUqVNsWXBwMK5fv47mzZtzGBkhiitJGLS5pUxbfNzRpX79+ujduzdycnJKfR4RQtQfJXdqoqioCHPnzoW3tzfS09MBAA0aNEBkZCTWrFlDLXSEkBonFAphb2+PJ0+e4P3791yHQwiREyV3HJNIJNi6dSvs7e2xZMkS9tezt7c3EhIS6GZmQmqZ2NhY+Pn5wcPDA2PGjMGbN28UXvb06dPo3bs3WrZsieHDh+PJkydVioXH48Hf3x+TJ0/m/J5JQoj8KLnj2Lx58zBt2jQkJycDAHR0dLBkyRKcOXMGlpaWHEdHCKlJ+fn5mDp1KqZOnYobN27AxsYGy5YtU2jZpKQk/PLLL1i1ahVu3LiBLl26YMqUKVWOqU6dOqhTpw6A4p7PXI1TSAiRHyV3HMnLy8PEiROxYsUK5OfnAwDq1auHadOmISQkhKb+IaSGnT17FoMGDUKrVq3QtWvXat1nduLECQiFwjJ/J06c+OTrYmJiYGFhgZ49e0JfXx/BwcE4ffo0xGKx3MsmJydj8ODBcHV1BZ/Px/Dhw5GcnIycnJwq7w9QPDzKunXrsGrVKhw7dgwSiaRa6yOEqA4NhcKBe/fuYciQIfj333/ZMmdnZ/j7+6NNmzYcRkZI7bR//37s3LkTK1euhLu7O1JTU6s1BZe/vz/8/f0Vft2zZ89ga2vLPjY1NYWRkRGeP38OR0dHuZa1srKCl5cXW3758mVYWlrCxMRE4Xg+9ODBAwCAWCxGQkICAGDAgAHVWichRDWo5a4GMQyDrVu3onXr1mxiJxAIMGnSJHz33Xdo06YN3WNHSA3LysrCqlWrsGLFCgiFQujo6MDGxgZmZmYICAiAUChkExsAePfuXbnlyiAWi8t0njI0NGRb9+VZ9sNhSx48eIDQ0FCEhIRUO7aSjl5A8WdZWlpatddJCFENarmrISKRCOPGjcOff/7JlrVo0QIHDx6Es7Mzh5ERUrMOHz6MefPmVfsyYWVMTEywaNEiDBw48JPLxcTEoEmTJvD09CxVbmxsjG3btmHFihVylX/o5MmTWLBgQZny+fPns+NUAsX33J48eRJA8biVdnZ2ZVoM8/LyYGRkVGZdhoaGn1w2JiYGwcHBmDlzJnr27FlhrPKytraGSCRi77nT09Or9joJIapByV0N+PvvvzFkyBCkpqayZZMmTcLq1athaGjIYWSE1LyVK1fi4cOHNbatypI7kUiEunXrlinX19dHgwYN5C7/kJ+fX6kkriILFy7EwoUL2ceXLl1CREREqdhyc3PRpEmTMq+1s7OrcNmzZ89iwYIFWLZsmVISOwDsVYXU1FSIxWJkZGRAJBLB1NRUKesnhCgPJXcqJJVKsXz5csybN4+dMN3Y2Bi7d+9GQEAAx9ERwo1Zs2bh559/rpGWu5kzZ1a6nLOzM5YvX467d+/Czc0NaWlpyM7O5qRFvV27dggJCUF0dDS6d++OsLAweHt7lzvDR0XLpqamYt68edi0aRPat2+vtNgEAgF7j11GRgaysrIosSNETVFypyLp6ekYOXIkLly4wJa1bt0aR44cKfdXOCG1xcCBAyttTatJbm5u+P777zFt2jRkZmbCwsICoaGhnMRiYGCAzZs3Y968eQgJCYGnpydWrlzJPu/r64vvvvsO/v7+FS67bt06SCQSBAYGllr3qVOnYGFhoZQ4GzVqhEaNGgEo/hFLvfsJUS+U3CmZRCLBsmXLsHLlSuTm5gIoHgh09uzZWLRoEXR16ZATom5GjRqFUaNGcR0GgOJ5pI8fP17uc5GRkZUuO3/+fMycORNGRkYqn/btzZs3OHjwILp06YIWLVqodFuEEPlRpqFkJ0+exIoVK9hxqRo0aIAjR46gW7duHEdGCFHU6NGj8eTJEyQlJeHLL7/EsGHDPlle2xgYGCAvLw8RERGwtrZGvXr1uA6JEAJK7pRKJpPh6dOnaNCgAcRiMezt7TF69GhK7AjRULt371aovLYxNjZG//79sX//fhw9ehTffPMNdHRohC1CuKa1yd22bduQkpKCJUuW1Mj2xGIx/vzzT+Tn52P06NF4//496tevX2bgUUII0SbNmzdHmzZtcOPGDfz111/o1KkT1yERUutp3U+sgoIChIWFYfXq1TW2zZcvX2Lbtm1ISkqCh4cHhEIhvvjiC7i6utKgxIQQrdejRw80atQIFy9eLDXYMSGEG1rXcrd48WK8fPkSQ4YMQWFhYY1s8+LFi8jOzka/fv3QsmXLGtkmIYSoCz09PXz11VeIi4uDubk51+EQUutpXXIXFBQEc3NzrF+/Hi9fvqzyeqRSKTs2XXlkMhl4PB54PB58fX0hEonQuHHjT75GWUq2URPb4pIm7Kc6x0ZITbKwsECfPn24DoMQAi1M7pT1qzExMVHh17x+/Vop25ZXyeTd2q627Cch2qCwsBBnzpyBra0tXFxcuA6HkFpJ65I7ZbG3ty93PsdXr17h6NGjyMrKglAoRO/evWs8NqlUioSEBLi6umr14KGasJ9isbhKPwRqi5Jx1krmIyXqp+S9UdaYeBKJBPfv38e///4LKysrGh6FEA5QclcBPp/PJhQSiQRRUVF4+vQpO36dr68v5/fXfRijNlPn/VTXuNSFjo4ODAwM8OLFC1hYWHA62TzDMJDJZJBKpSof3JdLiuwnwzB4+/Yt9PT0lDaEScnwKH/88Qe2bdsGfX19WFtbw8fHBwKBQCnbIIR8GiV3coiKisLdu3fZx02bNuU8sSNEU9jY2CAjIwMpKSmctuAxDIPCwkLo6elpfXKnyH7q6ekpfUpEe3t7mJmZ4e3bt8jNzYVIJAIAdm5aQohqUXInh9TU1FKPMzMzOYqEEM2jo6ODzz77DBYWFmAYhrMEr+Qyv5OTk1a3uCqynzweT2WDDstkMvb/DMMgLS1NJdshhJSltcldUFCQ0tZlbW0NkUgEhmHA4/FgZWWltHUTUluU9C7nmjpf5lcmrveTPjcJ4Y7WJnfKVDIQcVpaGqysrGhgYkIIqQR9bhLCHUru5CAQCOheEUIIUQB9bhLCHUruPlJyn0heXh7HkVSsZOBcsVis1ZeXNGE/S86TD+8vqo2o3qgPTdhPqjeEqBaPoQGoSnn79i1SUlK4DoNoGFtbW5iZmXEdBmeo3pCqqO31hhBVoeTuI0VFRcjKyoJAIFBZLzKiPWQyGSQSCerVqwdd3drbEE71hiiC6g0hqkXJHSGEEEKIFqGf2IQQQgghWoSSO0IIIYQQLULJHSGEEEKIFqHkjsglPT0dQqGQpl4jRAFUbwghXKAOFYQQQgghWoRa7ohc0tLS4ODggHfv3nEdCiEag+oNIYQLlNwRQgghhGgRSu4IIYQQQrQIJXeEEEIIIVqEkjtCCCGEEC1CyR0hhBBCiBah5I4QQgghRItQckfkUjIcIp/P5zgSQjQH1RtCCBcouSOVkkgkePz4MfT19WFiYsJ1OIRoBKo3hBCu6HIdAFF/u3fvxpYtWzBhwgTo6NDvAULkQfWGEMIVmn6MEEIIIUSL0M9JQgghhBAtQskdIYQQQogWoeSOEEIIIUSLUHJHCCGEEKJFKLkjhBBCCNEilNwRQgghhGgRSu4IIYQQQrQIJXeEEEIIIVqEkjtCCCGEEC1CyR0hhBBCiBah5I4QQgghRItQckcIIYQQokV0uQ5A3RQVFSErKwsCgQA6OpT7kk+TyWSQSCSoV68edHWpOhFCCOEefRt9JCsrCykpKVyHQTSMra0tzMzMuA6DEEIIoeTuYwKBAEDxl7WhoSHH0ZRPKpUiMTER9vb24PP5XIejMpqwn3l5eUhJSWHPG0IIIYRrlNx9pORSrKGhIYyMjDiOpnxSqRQAYGRkpLZJjzJo0n7SJXxCCCHqgpI7OUgkEkRFRSE1NRXW1tbw8fGhlhpCCCGEqCVK7uQQFRWFhIQEMAwDkUgEABgwYAC3QRFCCCGElIOuJckhNTUVDMMAABiGQVpaGscREUIIIYSUj5I7OVhbW4PH47GPP/vsMw6jIYQQQgipGF2WlYOPjw8A4OnTp8jNzYVYLAbDMKUSPkIIIYQQdUDJnRwEAgF7j92JEycQFxeHq1evonPnzhxHRgghhBBSGl2WVVDfvn3RqFEjZGZmsvfhEUIIIYSoC41J7mJjY+Hn5wcPDw+MGTMGb968KbPMnTt38NVXX0EoFMLHxweXLl1Sehx6enoYM2YM+vfvT5dlCSGEEKJ2NCK5y8/Px9SpUzF16lTcuHEDNjY2WLZsWallZDIZpk2bhtGjRyMuLg5z585FcHAw8vLylB6PgYEBgOJBdm/dugWZTKb0bRBCCCGEVIVGJHcxMTGwsLBAz549oa+vj+DgYJw+fRpisZhdRkdHB1FRUfD394dUKkVmZiaMjY1VOrPBP//8g8jISFy5ckVl2yCEEEIIUYRGdKh49uwZbG1t2cempqYwMjLC8+fP4ejoyJYbGRmhqKgIHh4eKCoqwuLFi6Gvr6+yuNq2bYuEhARcvnwZNjY2sLOzU9m2CCGEEELkoRHJnVgsLjPdl6GhIfLz88ssy+fzcfv2bdy+fRsTJ06Eq6srHBwcFN6mVCpl5zatCI/HQ0BAAHbt2oX//e9/GDt2LIyNjRXeVlVi+/BfbaUJ+6nOsRFCCKmdNCK5MzQ0REFBQamyvLw8GBkZlVmWx+NBX18f7dq1Q8eOHfHXX39VKblLTEyUe9nu3bsDAJ48eaLwdqojISGhRrfHldqyn4QQQogyaERyZ2dnh4iICPaxSCRCbm4umjRpwpZlZmZi8ODBOHnyJNvKV1BQABMTkypt097evtzksSKnT59GcnIyhg0bhrp161Zpm/KSSqVISEiAq6urSu8p5Jom7KdYLFbohwAhhBCiahqR3LVr1w4hISGIjo5G9+7dERYWBm9vb7bXKgDUr18f9erVQ3h4OKZMmYJr167hzp07WLJkSZW2yefzFUooevXqhaKiolIxqZqiMWoqdd5PdY2LEEJI7aURvWUNDAywefNmhIeHo23btkhNTUVoaCjS09MhFAqRnp4OAPj1118RFxeHtm3bYu3atdi8eTPMzc1rJEZdXV0YGBhAIpHgt99+w9q1a3Hs2DFIJJIa2T4hhBBCCKAhLXcA4O7ujuPHj5cpj4uLY/9vbW2N3bt312BUZR09ehRJSUkAgKysLABgpy4jhBBCCFE1jUnuNMXr169LTUuWmprKYTSEEEIIqW0ouVMya2tr7NixA48ePYKnpyf69u2LrKws1KtXj+vQCCGEEFILUHKnZL1798bQoUMhkUgQExODR48eISMjA6tXr1bpgMqEEEIIIYCGdKjQJEZGRggPD2eHY3n37h02btyIWbNmITc3l+PoCCGEEKLtKLlTgdGjRyM+Ph5eXl4AAIZhsHbtWri6umLPnj0cR0cIIYQQbUbJnYo4Ojri6tWrWL16NTv2XXJyMkaPHo2vvvoKOTk5HEdICCGEEG1EyZ0K8fl8TJ8+HXfv3kXHjh3Z8mPHjqFZs2Y4e/Ysh9ERQgghRBtRclcDmjdvjsuXL2Pt2rXslGYZGRno1asXxo8fj+zsbI4jJIQQQoi2oOSuhujo6GDq1Km4e/cuunTpwpZv374dLVq0wJkzZziMjhBCCCHagpK7Gta0aVNcuHABGzZsgKGhIYDigY579+6NHj16ICMjg+MICSGEEKLJKLnjgI6ODgIDA3H//n24ubmx5efPn4eTkxOioqI4jI4QQgghmoySOw7Z2tpi7Nix6NevHzvA8bt37+Dr64vRo0cjMzOT4wgJIYQQomkoueNYkyZN0Lp1a0yePBlNmzZly/fs2QMXFxecOHGCw+gIIYQQomkoueOYj48PXF1d8cUXX2DFihWYNWsWO7vFf//9h/79+2PEiBF4+/Ytx5ESQgghRBNQcscxgUCAAQMGICgoCF999RWWL1+Oq1evwtnZmV1m3759cHFxwdGjRzmMlBBCCCGagJI7NdS6dWvcuXMHe/bsgampKQDg1atXCAgIwJAhQ/D69WtuAySEEEKI2lJ6chcTE4N58+bBz88Pnp6eaNGiBTp27Ihvv/0WO3bswJs3b5S9Sa2kq6uLUaNG4d9//y3Vo/bgwYNwc3PDuXPnOIyOEEIIIeqKxzAMo4wVRUdHIywsDAUFBejYsSNatGgBc3NzGBgYQCQS4enTp7h9+zZu374Nf39/BAUFoVGjRsrYtFKJxWI8ePAATk5O7GwSXHv9+jVmz56NAwcOIC8vjy338vLCgQMH0KRJEw6jUx2pVIr4+Hh4eHiAz+dzHU651PF8IYQQUrvpKmtFhw8fxoIFC9CuXbtPLvfu3TscOHAAZ8+exfDhw5W1ea1mbm6OrVu3onv37liyZAkePHgAoLiVtEWLFtiyZQuGDBkCHo/HcaSEEEII4ZrSWu60hbq3xKxatQq3bt3C6dOnIRKJ2PL+/ftj8+bN+Pzzz7kLTsmo5Y4QQghRnNLuuVuxYgUKCgoAABKJRFmrJR9p2rQp3NzccPjwYbi6urLlx48fh4uLC3777TdQvk4IIYTUXkq7LPvmzRvk5+dDX18fQqEQ1tbWcHBwgL29PfuvjY2NsjZXa/n4+IDH46F+/fpYuHAhrl+/jvXr1yM3NxeZmZkYNWoUDh48iC1btqBx48Zch0sIIYSQGqaSy7LJyclITExEYmIiHj16hMTERKSmpsLAwADNmjWDk5MTOnTogF69eqndfWKacJntw8uVEokEhw4dwq+//oqEhAR2mXr16mHNmjUYPXq02h1jedFlWUIIIURxNXbPXV5eHh4/foxHjx7h3r17OHfuHPr06YO5c+fWxOblpglf1uUlPY8ePcKyZctw5MgRvH//nl22d+/e2LZtG6ytrbkKt8oouSOEEEIUp7R77irLEQ0NDeHm5oZBgwYhNDQU4eHhOHPmjLI2X+s5ODhg06ZN2LRpE7y8vNjy06dPw8XFBdu2baN78QghhJBaQGnJXd++fXH06FHk5uZ+crmHDx/ip59+wuXLlzFx4kS51x8bGws/Pz94eHhgzJgx5Q6GfP/+fQwZMgQtW7ZE3759a91Av4aGhhg5ciQuX76MiIgIWFpaAgBycnIwYcIE9OjRAykpKdwGSQghhBCVUtpl2bt37yIsLAxxcXHw9PSEs7MzzM3Noa+vj+zsbCQnJ+P27dvIycnB6NGjMWrUKBgYGMi17vz8fHTv3h2hoaHo0qULli5divfv32PVqlXsMlKpFD169MDkyZMREBCAGzduIDAwECdOnFCoY4EmXGaT93Lltm3bsHnzZsTFxbFlxsbGWLFiBb777jvo6Kj37HN0WZYQQghRnNK+3d3c3LBz504cPXoUbdq0wePHj3HkyBHs3r0bFy5cgEAgwIwZM3D58mVMmDBB7sQOKB6s18LCAj179oS+vj6Cg4Nx+vRpiMVidpk3b96gRYsWGDRoEHR0dNCuXTvY2NiwA/7WRnl5eejfvz+GDx+OunXrAgDev3+PyZMno3v37khKSuI4QkIIIYQom9KGQilhZ2eH7777TqnrfPbsGWxtbdnHpqamMDIywvPnz+Ho6AgAsLCwwPr169ll0tPT8fTpUzg4OFRpm1KpFFKptFpxq0pJXJXF16RJE7x//x5OTk6ws7PDmTNncOPGDQDApUuX4OrqiqVLl2Ly5Mlq2Yon735ySZ1jI4QQUjspPbkrD8MwSE5ORmZmJkxNTWFnZ6dQMiEWiyEQCEqVGRoaIj8/v9zls7KyMHnyZAwePLjKvUQTExOr9Lqa9OHQJ+WxtrYutf9ffvklrl+/jsWLF+O///6DWCxGcHAw9uzZg59//llt56itbD8JIYQQ8n9UntzFxMRg6dKlsLS0hImJCXJycpCeno6QkJBSvTo/xdDQkJ39okReXl659zilp6dj3LhxcHd3x5w5c6oct729vdreQyWVSpGQkABXV1eF70Xz8PDAsGHDEBISgs2bNwMA4uLiMHz4cCxatAhBQUFqc39bdfazpojFYo34IUAIIaT2UHlyt3btWvz2228wNTVly0QiESZOnCh3cmdnZ4eIiIhSr8/NzS3T0pSUlIRvvvkG/fv3x4wZM6oVN5/PV9uEokRVYzQ1NcWmTZvQq1cvfPfdd8jIyEBeXh5mzJiBrVu3YuDAgWjVqhV8fHzKtJhyQZ3fC3WNixBCSO1VIzdafdwCZmRkpNCYa+3atcN///2H6OhoFBQUICwsDN7e3qU6ZUgkEkycOBGDBw+udmJXW3z55ZdISkrC6NGj2bLExEQsX74cmzdvxsmTJ7kLjhBCCCFVovLkbujQoQgICMD8+fPx66+/Yt68eQgICMCwYcPkXoeBgQE2b96M8PBwtG3bFqmpqQgNDUV6ejqEQiHS09Nx/vx5PHv2DDt27IBQKGT/oqKiVLh3mq9OnTrYtWsXLl++jIYNGwIovhx69uxZ/PDDD7h37x7HERJCCCFEETUy/dj79+9x584dtkOFu7s7TExMVL3ZKtGEcctUNf7bgQMHsG7dOsTExLBlenp6mD9/PmbPng1d3Rrpf8Oice4IIYQQxdXIt7WxsTE6dOhQE5si1TBgwAAIBAJcuXIFhw4dQnp6OgoLCzF37lwcOXIEe/bsgZubG9dhEkIIIeQTVH5Z9u7duxg0aBCGDBmCa9euseWBgYGq3jRRkEAgwIABA7BmzRo8efIE06dPZ4esiY+PR8uWLbFw4UIUFhZyHCkhhBBCKqLy5G7ZsmVYunQpli9fjh07duDIkSMAgOzsbFVvmlSDoaEhVq9ejb///htNmzYFABQVFWH+/Plo3bo14uPjuQ2QEEIIIeVSeXLH5/PRvHlz2NjYYMuWLbhy5Qp2794NHo+n6k0TJWjbti3u3buHGTNmsK14d+7cQevWrTFv3rwy4w8SQgghhFsqT+6KioqQm5sLANDX18eaNWuQkJBAsw5oEIFAgJUrV+LGjRto0aIFgOL3ddGiRWjevDlmzpyJY8eOQSKRcBwpIYQQQpSa3BUUFCAlJaVU2dy5c5GXl8c+5vP5WLVqFZYsWaLMTZMa0LJlS8TGxmLevHls79Xnz59j9erVWLNmDY4fP85xhIQQQghRanK3b98+fPfdd3j//j1b5uLiwo6fVoLH48HHx0eZmyY1RF9fHwsWLMCNGzfw+eefAyieO/jq1auYOnUqrl+/znGEhBBCSO2m1OTu+PHjCAwMhLGxcZnnJBIJxo8fj4sXLypzk4Qjnp6eWLt2Lbp168bei/fq1Su0b98es2bNKtVaSwghhJCao9Tk7tmzZ2jZsmW5zwkEArRv3x4HDhxQ5iYJh/z9/REUFIRZs2bBzs4OACCTybBy5Uq4uLjgf//7H7cBEkIIIbWQUpM7fX19tvNEedq3b0/TWWmRknHxfvnlFzx69AhLliyBvr4+ACA5ORkDBgyAj48Pnj59ynGkhBBCSO2h1OTOzc0NZ86cqfB5Y2Nj5OTkKHOTRE3o6ekhJCQEt2/fRps2bdjy6OhotGnTBj///DP279+PdevWUc9aQgghRIWUmtx988032Lp1a6mZKD708OFDWFpaKnOTRM24uLjgr7/+wvLlyyEQCAAA7969w+LFi7F27Vq8evUKCQkJiIqK4jhSQgghRDspNbnr2LEjJkyYgPHjx2P27NmIjY1FXl4eGIZBfHw8VqxYgV69eilzk0QN6erqYtasWYiPj4eXlxdbfuPGDWzevBlZWVlITEzEiRMnkJSUBJlMxmG0hBBCiHbRVfYKp0yZAmdnZ6xevRrHjx8Hj8cDn8+HVCqFUCjEpEmTlL1JoqYcHR1x9epVrF27Fj/++CMKCgqQmZmJuLg4+Pj4IC4uDnFxcTA2NoaLiwtcXV1haWlJs5cQQggh1cBjGIZR1crv37+PR48eIT8/H82aNUPr1q1VtSmlEYvFePDgAZycnGBkZMR1OOWSSqWIj4+Hh4cHO5iwurt37x7GjBmDFy9eYMaMGZg8eTKys7Px77//IiEhAZmZmQCAcePGoXHjxsjPz8epU6dgbW2N1NRU9O3bl73Mq0404XwhhBBSuyi95e5Dzs7OcP5/7d1rbBTV/8fxz3Z725ZCobSN9AYivdAILdSEGk0A/SksaROkEi4hpk/AS0C8YcRAeAARQbRACNEaIZKgKII0lkt5gKIJEWlKKJdYipSygFVkW1O2tNvd/T3w3/1b2kILLbM7v/crmehMz+x8p9PEj+fsmTN27EBeAkEiOztbx48f73QsPj5eU6ZM0eTJk3X16lXV1NT4v5O5a9cuORwOpaSk6MyZM/r99981fvx4DR8+XGPGjJEkOZ1OtbW1KSIiQj6fT0eOHPGfY7fbAzIMAgAw0AY03AG9YbFYlJSUpKSkJP+xP/74o1ObhoYGVVRUKCMjwx/ujhw50u0axY2NjZKkmTNnDlzRAAAEKMLdPfB6vRrA0ey78ng8nf5pRmPGjNGvv/4q6Z8JGqNHj1Z+fr7CwsL89z127FjFxcWptbVVJ0+e9K+K4fP55HA4DKsdAAAjEe76oK2tTfX19XK73YbW4fP5FBoaqtraWtNOPkhPT1dKSopCQ0P19NNPy2azyeVySZKampr87RISEiRJcXFxcjqdqqysVGtrq5KTkw2pGwAAoxHu+qC+vl4xMTGKi4szNFT5fD61tLTIZrOZNtxJfbtPj8cjh8Oh0NBQOZ1O2e32B1QlAACBhXDXS16vV263W3FxcQoNNfbX5vP5FBISIqvVavpw19v7tFqtSk1NVWtrqx5//HEdPnxYCQkJQTFDGwCA/tSvLzE2s47v2Jk5TAW7jmfjdrtVW1urQ4cO6cqVKwZXBQDAg0W4g+lERkZq9uzZkqSvv/7a/109AAD+FxDuYEoPPfSQ7Ha7mpqatHfvXkNnNwMA8CAFTbirrKxUQUGBcnJyVFxcrOvXr/fYtqqqStOmTXuA1aE7fXlmPbUtKyvTU089pdzcXC1YsEAXL17s9fUnTJignJwc1dbW6scff7zv+wEAIBgERbi7deuWlixZoiVLluj48eNKS0vT2rVru21bXl6uhQsXmvodcMGgL8+sp7YXL17Uhx9+qK1bt6qyslJ5eXlauXJln+qw2+3Kzs5WVlZWf9wWAAABLyjC3bFjx5SYmKj//Oc/Cg8P19KlS3Xo0KEu36UqLy/X5s2b9dJLLxlUaWA4fPiwnn/+eeXl5Wny5Mk6ePDgPX9WWVmZcnNzu2xlZWV3PK+3z+xObRMTE7V//36lp6fr1q1bam5u1tChQ/tUf1hYmIqKihQfH9+n8wAACFZB8SqUS5cuaeTIkf792NhYRUVFqb6+XpmZmf7j+fn5mjZtmk6cOGFAlYFh586d+uyzz7R+/XqNHz9ely9fVltb2z1/XmFhoQoLC/t8Xm+f2Z3aXr58WSkpKfr5559VXFys6Oho7dix415vRTU1NTp+/LjmzJlj+OtsAAAYKEHxXziXy9VlEXibzaZbt251OjZs2LB+u6bH4+k0tOvxeOTz+fybkTquf3sdTU1N+uCDD1RaWqqcnBxJUmpqqi5cuKC5c+cqJCRE0dHRWr9+vQYPHixJ+uKLL1RWVqaIiAi9//77SkxM7JcaO57Zv2u02WxqaWnpUndPbTt6+XJycnTy5El9/vnnevHFF1VRUaHw8PAu1+x4Nj0NydfX1+vSpUuqqKjQs88+2x+3yfA/ACDgBEW4s9lsXXqfWlpaFBUVNWDXrKmp6XIsNDRULS0tCgn5ZzR7z549Wr16tZqbmwesjkGDBmnFihWaOXNml591rKXa4YcfflBycrIyMzM7DX9GRkbqo48+UkxMjHbv3q0dO3aouLhYjY2N2rdvnz799FNVVVWppKREK1as6PSZBw4c0Hvvvdfl2u+8846mT5/u31+zZo32798v6Z/vuaWlpcnlcnWqo+N3d/vQrNVq7bat1WqV9P8Bau7cuSotLdWpU6c0duzYLjV1vGi6urq6y88kaejQof6JNidPnuy2DQAAwS4owt2oUaP03Xff+fcbGxt18+ZNpaamDtg109PTO4VHj8ej2tpa2Ww2f+jYvHlztyGwv23evFnz58/37/e0LJfL5fIPaf7bv/ejo6PldrsVFRWlyspK5efna9CgQXriiSe0cePGLufOmjVLs2bNumuNa9as0Zo1a/z733//vSoqKvyf1/HM0tPTFRkZ2enc9PT0bts6nU69+eab2rJliywWizwej9rb2xUfH99tsPd4PAoLC1NWVpb/Gd2uublZ27Ztk8vl0qBBg5SamqpnnnmmS89wb7lcrgfyNwAAQG8FxYSKSZMm6dq1azpw4IDa2tpUUlKiqVOndgkJ/clqtXbZLBZLp23ZsmXKzMxUUlLSgG2ZmZl66623ulxbUpdj2dnZqq6uVnV1tSwWi65cuaJz5875f97U1KSdO3dq1qxZ/v2YmBhZLBaFhITI6/V2+cx73fLz83Xt2jUdPHhQbrdbGzdu1NSpU/2BtDdts7Oz9csvv+inn35Se3u7tmzZojFjxigtLe2O1+7u2XVsQ4YM0fDhw+V2u+V0OnXq1CkdOnTojufcbQMAIJAERc9dZGSktm7dqpUrV2r58uWaMGGC1q9fr6tXr2rGjBkqLy/XiBEjHnhdRUVFKioqeuDX7cm4ceP02muv6dVXX5XT6VRiYqJWrVolSWptbdXSpUu1fPly/4zTwYMH68KFC/7zO4ab+0NPz6zDjBkztGjRIhUWFvbYdujQoVq3bp3WrVunhoYGTZw4UZs2bbrvJeBu3Ljh/3efzyeHw3FfnwcAQCCx+IyeHRBgXC6Xzp07p6ysrC7DsjU1NUpPTze8t8bn88nlcikqKqpXQcfn8+mNN97QlClTVFBQ4D9+48YNLV68WDt27FBlZaX27dun1atXD2TpfdLX++ztM9q7d6+qq6vl8/n8PZ4FBQXdTtK4m57+XgAAMEpQ9Nzh/hw9elRHjhzRn3/+qa+++kpTp05VcXGxhg0bJrvdrnnz5ikiIqLHlwybjd1ulyQ5HA6NGDFCjY2N+vLLLzVv3jxekQIACHr03N3GjD13wWqgeu5uv8b+/ft14sQJpaena/bs2X16vvTcAQACTVBMqAAGisVikd1u1/jx41VTU6Nvv/1WXq/X6LIAALhnjEHhf57FYlFhYaHa2tp0+vRphYWFqaCgwNS9ogAA86LnDtA/M4Wfe+45PfLII3I4HF1WPwEAIFjQcwf8n9DQUM2ePVtut1s2m83ocgAAuCf03PUSQ3TB436eVVhYmH9ixNmzZ3Xs2LH+KgsAgAeCnrte6lj9wO12Gz5bFt1zu92dVvC4H16vV0ePHlVDQ4PCwsKUl5fXDxUCADDwCHe9ZLFYFBsbq4aGBiUlJRnak+fz+eT1euXxeEzdo9iX+/T5fGpoaFBsbGy//E5CQkI0f/58bd++XeXl5Tp16pSam5uVkpIiu91+z2vRAgAw0Ah3fZCQkKBLly7p/Pnzhtbh8/nkdrsVFhZm+nDXl/uMjIxUQkJCv10/JiZGCxYs0JYtW3T58mVJUmNjoyRp5syZ/XYdAAD6E+GuD0JCQjRq1Ch5vV4Z+e5nj8ej6upqZWVlmXqIuC/3abFY+nVt3A6xsbGKjo5WU1OTJNaiBQAEPsLdPRiIEHEvrFarqcNdB6PvMy0trdNatMnJyYbVAgDA3RDugLv491q0ycnJ/n0AAAIR4Q64i4iICL5jBwAIGoS723SsK9rS0mJwJT3zeDyS/lm03szDssFwnx1/J6xHCwAIFBafkTMDAtBff/2luro6o8tAkBk5cqTi4uKMLgMAAMLd7drb29XU1KSIiIiAmTiBwOX1etXa2qohQ4YoNJSOcACA8Qh3AAAAJkLXFAAAgIkQ7gAAAEyEcAcAAGAihDsAAAATIdwBAACYCOEOAADARAh3AAAAJkK4AwAAMBHCXZBZuXKlHn30UeXm5io3N1dFRUVGl9SvSktL9e677/r3d+3apSeffFITJ07UqlWr/OvNAgCA7hHugkxNTY0++eQTVVVVqaqqSrt37za6pH7R1tamkpISbdiwwX/s9OnT2rRpk7Zv367Dhw/rzJkz2rNnj4FVAgAQ+Ah3QcTn86mmpkYZGRlGl9LvVq9erbNnz2rOnDn+Y+Xl5SooKNDo0aM1bNgwLVy4UN98842BVQIAEPgId0HE4XDI7XZr2bJlmjRpkl544QVduHDB6LL6xeLFi/XJJ58oLi7Of6yurk4jR47076elpem3334zoDoAAIIH4S6I/P3338rLy9Prr7+uo0eP6rHHHtPLL7+s9vZ2o0u7b/Hx8V2OtbS0KDIy0r9vs9nU0tLyIMsCACDoEO6CSHZ2trZt26axY8cqPDxcr7zyiq5fv666ujqjSxsQkZGRam1t9e+3tLQoKirKwIoAAAh8hLsgcuLEiU4TKLxerzwej8LDww2sauCMGjWqU3Ctq6vTww8/bFxBAAAEAcJdELFarVq7dq3OnDmjtrY2bdiwQRkZGUpNTTW6tAExffp0lZWVqaamRk6nU6WlpZoxY4bRZQEAENBCjS4AvZebm6u3335bixcvltPp1IQJE1RSUmJ0WQNm3LhxWrp0qRYtWqSbN2+qsLBQ8+bNM7osAAACmsXn8/mMLgIAAAD9g2FZAAAAEyHcAQAAmAjhDgAAwEQIdwAAACZCuAMAADARwh0AAICJEO4AAABMhHAHAABgIoQ79MrVq1eVm5srp9NpdCkAAOAOWKECAADAROi5Q684HA5lZGToxo0bRpcCAADugHAHAABgIoQ7AAAAEyHcAQAAmAjhDgAAwEQIdwAAACZCuAMAADARwh16peN1iFar1eBKAADAnRDucFetra06f/68wsPDFRMTY3Q5AADgDkKNLgCBb/v27fr444+1cOFChYTw/wMAAAQylh8DAAAwEbphAAAATIRwBwAAYCKEOwAAABMh3AEAAJgI4Q4AAMBECHcAAAAmQrgDAAAwEcIdAACAiRDuAAAATOS/2kBubFdJU48AAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" + } + ], + "source": [ + "lwt.cumulants.plot(signal_idx1=0, signal_idx2=1, j1=2, j2=13)" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "id": "464614e6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 115, + "metadata": {}, + "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -218,7 +340,168 @@ } ], "source": [ - "d, l = plot_key('ssMF')" + "plt.plot(lwt.cumulants.RHO_MF[:13, 0, 0, 1, 0])" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "id": "fb6aeea6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lwt.structure.plot(figsize=(10, 5))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f6fe6e96", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7dfdee5b", + "metadata": {}, + "outputs": [], + "source": [ + "freqs = np.array([ 1.05, 1.38, 1.63, 1.85, 2.15, 2.49, 2.88, 3.31, 3.73, 4.15, 4.75, 5.35, 5.93, 6.62, 7.39, 8.14, 9.02, 9.83, 10.92, 11.89, 13.11, 14.78, 16.3 , 17.8 , 19.7 , 21.6 , 23.73,\n", + " 26.55, 28.7 , 31.8 , 34.5 , 37.9 , 42.5 , 46.9 , 52.1 , 59.3 , 65.3 , 71. , 78. , 85.92, 95.6 ])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "987a0195", + "metadata": {}, + "outputs": [], + "source": [ + "freqs = np.array(\n", + " [1.05 * 1.12 ** k for k in range(41)]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4e5d0f6c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 1.05 , 1.176 , 1.31712 , 1.4751744 , 1.65219533,\n", + " 1.85045877, 2.07251382, 2.32121548, 2.59976134, 2.9117327 ,\n", + " 3.26114062, 3.65247749, 4.09077479, 4.58166777, 5.1314679 ,\n", + " 5.74724405, 6.43691333, 7.20934293, 8.07446408, 9.04339977,\n", + " 10.12860775, 11.34404068, 12.70532556, 14.22996463, 15.93756038,\n", + " 17.85006763, 19.99207574, 22.39112483, 25.07805981, 28.08742699,\n", + " 31.45791823, 35.23286841, 39.46081262, 44.19611014, 49.49964336,\n", + " 55.43960056, 62.09235263, 69.54343494, 77.88864713, 87.23528479,\n", + " 97.70351896])" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "freqs" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7e3c12d1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1.31428571, 1.18115942, 1.13496933, 1.16216216, 1.15813953,\n", + " 1.15662651, 1.14930556, 1.12688822, 1.11260054, 1.14457831,\n", + " 1.12631579, 1.10841121, 1.1163575 , 1.1163142 , 1.1014885 ,\n", + " 1.10810811, 1.08980044, 1.11088505, 1.08882784, 1.10260723,\n", + " 1.12738368, 1.10284168, 1.09202454, 1.10674157, 1.0964467 ,\n", + " 1.09861111, 1.11883692, 1.08097928, 1.10801394, 1.08490566,\n", + " 1.09855072, 1.12137203, 1.10352941, 1.1108742 , 1.13819578,\n", + " 1.10118044, 1.08728943, 1.09859155, 1.10153846, 1.11266294])" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "freqs[1:] / freqs[:-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "id": "b188f924", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_key(key, plot=True):\n", + " \n", + " X = data[key].copy()\n", + "\n", + " j1 = 3\n", + " j2 = 8\n", + " p_exp=2\n", + " gamint = 1\n", + "\n", + " scaling_ranges = [(j1, j2)]\n", + "\n", + " dwt, lwt = bivariate_analysis_full(\n", + " X[:, 0], X[:, 1], scaling_ranges, p_exp=p_exp, gamint=gamint,\n", + " weighted=None, n_cumul=2, q1=np.array([0, 1, 2]),\n", + " q2=np.array([0, 1, 2]), R=1)\n", + "\n", + " if not plot:\n", + " return dwt, lwt\n", + " \n", + " print(f'{lwt.cumulants.rho_mf=}')\n", + " print(f'{lwt.cumulants.c20}')\n", + " print(f'{lwt.cumulants.c02}')\n", + "\n", + " lwt.cumulants.plot(j1=j1)\n", + " # fig_m.suptitle(key)\n", + " # fig_c.suptitle(key)\n", + " # lwt.cumulants.plot_legendre(resolution=30)\n", + " # plt.suptitle(key)\n", + " # plt.show()\n", + " \n", + " plt.figure()\n", + " plt.plot(dwt.structure.j, dwt.structure.coherence, label='second order (wavelet) coherence')\n", + " plt.plot(lwt.cumulants.j, lwt.cumulants.RHO_MF, label=r'multifractal (leader) coherence')\n", + " plt.xlabel('j')\n", + " plt.title(key)\n", + " plt.legend()\n", + " plt.show()\n", + "\n", + " # lwt.cumulants.plot_legendre_pv()\n", + " \n", + " return dwt, lwt" ] }, { @@ -366,7 +649,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.4" + "version": "3.11.8" }, "vscode": { "interpreter": { diff --git a/notebooks/Bootstrap.ipynb b/notebooks/Bootstrap.ipynb index 8c56d09..2113a2d 100644 --- a/notebooks/Bootstrap.ipynb +++ b/notebooks/Bootstrap.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "02bb776f-fe2f-442b-9fb5-94d9076da5f5", "metadata": {}, "outputs": [], @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "94e6471d", "metadata": {}, "outputs": [], @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "0a0e287d", "metadata": {}, "outputs": [], @@ -36,13 +36,23 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, + "id": "4c4290f5", + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs.multiresquantity import WaveletDec" + ] + }, + { + "cell_type": "code", + "execution_count": 6, "id": "f14e5059", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -55,7 +65,7 @@ "from pymultifracs.simul import mrw\n", "import numpy as np\n", "\n", - "X = mrw(shape=2**18, H=0.8, lam=np.sqrt(0.03), L=2**18)\n", + "X = mrw(shape=(2**16, 20), H=0.3, lam=np.sqrt(0.03), L=2**16, sigma=1)\n", "\n", "plt.plot(X)\n", "plt.title(r'realization of a MRW, $H$=0.8, $\\lambda^2$=0.03', size='large')\n", @@ -67,506 +77,468 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "id": "4395f690", "metadata": {}, "outputs": [], "source": [ - "from pymultifracs.wavelet import wavelet_analysis" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "9be986d8", - "metadata": {}, - "outputs": [], - "source": [ - "WT = wavelet_analysis(np.c_[X, X], p_exp=2, j1=3, j2=14)" + "from pymultifracs import wavelet_analysis, mfa\n", + "from pymultifracs.wavelet import decomposition_level_bootstrap" ] }, { "cell_type": "code", "execution_count": 8, - "id": "51ad6a37", - "metadata": {}, - "outputs": [], - "source": [ - "coef_boot = WT.wt_coefs.bootstrap(100, 3)" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "7a2ce2e4", + "id": "9be986d8", "metadata": {}, "outputs": [], "source": [ - "leader_boot = WT.wt_leaders.bootstrap(100, 3)" + "WT = wavelet_analysis(X)" ] }, { "cell_type": "code", - "execution_count": 12, - "id": "7e79dbec", + "execution_count": 9, + "id": "7191810f", "metadata": {}, "outputs": [], "source": [ - "from pymultifracs.mfa import mf_analysis, mf_analysis_full" + "scaling_ranges = [(2, 12), (3, 12), (4, 12)]" ] }, { "cell_type": "code", - "execution_count": 15, - "id": "a944b831-e528-4758-8b0f-4350f40ae373", + "execution_count": 22, + "id": "cd700793", "metadata": {}, "outputs": [], "source": [ - "scaling_ranges = [(3, 12)]" + "leader = WT.get_leaders(2, interval_size=3)" ] }, { "cell_type": "code", - "execution_count": 24, - "id": "41093e82", + "execution_count": 18, + "id": "9e923519", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(14, 2, 1)" + "(32770, 20)" ] }, - "execution_count": 24, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dwt.cumulants.C2.shape" + "leader.values[1].shape" ] }, { "cell_type": "code", - "execution_count": 23, - "id": "0a562d6f", + "execution_count": 26, + "id": "7177f261", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(12, 2, 2)" + "array([-0.0003852 , -0.00917625, 0.02198572, nan, nan])" ] }, - "execution_count": 23, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dwt.cumulants.CIE_C2.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "aec9d99d", - "metadata": {}, - "outputs": [], - "source": [ - "dwt = mf_analysis(WT.wt_coefs, scaling_ranges, weighted='bootstrap', n_cumul=3, q=None, bootstrap_weighted=None)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "aec9d99d", - "metadata": {}, - "outputs": [], - "source": [ - "dwt, lwt = mf_analysis([WT.wt_coefs, WT.wt_leaders], scaling_ranges, weighted='bootstrap', n_cumul=3, q=None, bootstrap_weighted=None, estimates=['s', 'c'])" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "4468e5e1", - "metadata": {}, - "outputs": [], - "source": [ - "dwt, lwt = mf_analysis_full(np.c_[X, X, X, X], scaling_ranges, weighted='bootstrap', p_exp=2,\n", - " n_cumul=2, R=5, estimates=['s', 'c'])" + "WT.values[1][-5:, 0]" ] }, { "cell_type": "code", - "execution_count": 47, - "id": "f977dba0", + "execution_count": 27, + "id": "194e0fb8", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(2, 10, 4, 1) (2, 10, 4, 5)\n" - ] - }, { "data": { "text/plain": [ - "array([[[0.6, 0.6, 0.6, 0.6],\n", - " [0.6, 0.6, 0.6, 0.6],\n", - " [0.6, 0.6, 0.6, 0.6],\n", - " [0.6, 0.6, 0.6, 0.6],\n", - " [0.6, 0.6, 0.6, 0.6],\n", - " [0.6, 0.6, 0.6, 0.6],\n", - " [0.6, 0.6, 0.6, 0.6],\n", - " [0.6, 0.6, 0.6, 0.6],\n", - " [0.8, 0.8, 0.8, 0.8],\n", - " [0.8, 0.8, 0.8, 0.8]],\n", - "\n", - " [[1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ],\n", - " [1. , 1. , 1. , 1. ]]])" + "array([-0.02309028, -0.01041151, nan, nan, nan])" ] }, - "execution_count": 47, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lwt.cumulants.compute_Lambda()" + "WT.values[2][-5:, 0]" ] }, { "cell_type": "code", - "execution_count": 29, - "id": "b6eec530", + "execution_count": 28, + "id": "38227da4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(1, 12, 20)" + "array([-0.08466799, nan, nan, nan, nan])" ] }, - "execution_count": 29, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dwt.structure.bootstrapped_mrq.logvalues.shape" + "WT.values[3][-5:, 0]" ] }, { "cell_type": "code", - "execution_count": 30, - "id": "b6eec530", + "execution_count": 19, + "id": "b2aac153", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(2, 12, 20)" + "(32770, 20)" ] }, - "execution_count": 30, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lwt.cumulants.bootstrapped_mrq.values.shape" + "WT.values[1].shape" ] }, { "cell_type": "code", - "execution_count": 31, - "id": "b6eec530", + "execution_count": 20, + "id": "0832d90e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(12, 4, 5)" + "(16385, 20)" ] }, - "execution_count": 31, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lwt.cumulants.bootstrapped_mrq.C2.shape" + "leader.values[2].shape" ] }, { "cell_type": "code", - "execution_count": 32, - "id": "b6eec530", + "execution_count": 21, + "id": "984d257d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(12, 4, 1)" + "(16386, 20)" ] }, - "execution_count": 32, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "lwt.cumulants.C2.shape" + "WT.values[2].shape" ] }, { "cell_type": "code", - "execution_count": 34, - "id": "f3f9a2ca", + "execution_count": 181, + "id": "58a0a739", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(1, 4, 1)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "dwt.structure.s_q(2).shape" + "from pymultifracs.utils import max_scale_bootstrap" ] }, { "cell_type": "code", - "execution_count": 35, - "id": "f3f9a2ca", + "execution_count": 186, + "id": "99f4b99d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(1, 4, 5)" + "12" ] }, - "execution_count": 35, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dwt.structure.bootstrapped_mrq.s_q(2).shape" + "max_scale_bootstrap(leader)" ] }, { "cell_type": "code", - "execution_count": 50, - "id": "a3bffb2a", + "execution_count": 184, + "id": "7bcf0b06", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(12, 4, 1)" + "array([[0.11382401, 0.13789367, 0.11180175, 0.17018972, 0.13135567,\n", + " 0.10754422, 0.05022664, 0.12912956, 0.12076781, 0.13787491,\n", + " 0.11657239, 0.17058344, 0.07741335, 0.10704303, 0.09603443,\n", + " 0.13482753, 0.11213919, 0.05497185, 0.1032704 , 0.13763947],\n", + " [0.13645883, 0.1387291 , 0.14410434, 0.17848902, 0.14254964,\n", + " 0.11013861, 0.07991114, 0.13324255, 0.1089821 , 0.15277414,\n", + " 0.12924962, 0.17851655, 0.07241594, 0.14678838, 0.09444859,\n", + " 0.13293803, 0.11589441, 0.04222335, 0.11509177, 0.14574945],\n", + " [0.13775966, 0.18062432, 0.12675181, 0.18529037, 0.1446342 ,\n", + " 0.09904673, 0.08516655, 0.14709686, 0.13109354, 0.13039329,\n", + " 0.16542464, 0.17510932, 0.09040068, 0.16155813, 0.07168701,\n", + " 0.14984164, 0.10170578, 0.01663735, 0.11855958, 0.15287465]])" ] }, - "execution_count": 50, + "execution_count": 184, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "dwt.structure.S_q(2).shape" + "WT.check_regularity(scaling_ranges)" ] }, { "cell_type": "code", - "execution_count": 56, - "id": "b6eec530", + "execution_count": 174, + "id": "63e649dc", + "metadata": {}, + "outputs": [], + "source": [ + "dwt = mfa(WT, scaling_ranges, n_cumul=3, estimates='sc', weighted='bootstrap', R=5)" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "id": "38d1de78", "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "(12, 4, 5)\n", - "(2, 12, 4)\n" + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[152], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m lwt \u001b[38;5;241m=\u001b[39m \u001b[43mmfa\u001b[49m\u001b[43m(\u001b[49m\u001b[43mleader\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mscaling_ranges\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn_cumul\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m3\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mestimates\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43msc\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mweighted\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mbootstrap\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mR\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m100\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Merlin/pymultifracs/pymultifracs/mfa.py:114\u001b[0m, in \u001b[0;36mmfa\u001b[0;34m(mrq, scaling_ranges, weighted, n_cumul, q, bootstrap_weighted, R, estimates, robust, robust_kwargs, idx_reject, check_regularity)\u001b[0m\n\u001b[1;32m 110\u001b[0m j1 \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmin\u001b[39m([sr[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;28;01mfor\u001b[39;00m sr \u001b[38;5;129;01min\u001b[39;00m scaling_ranges])\n\u001b[1;32m 111\u001b[0m mrq\u001b[38;5;241m.\u001b[39m_check_regularity(\n\u001b[1;32m 112\u001b[0m scaling_ranges, weighted \u001b[38;5;28;01mif\u001b[39;00m weighted \u001b[38;5;241m!=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbootstrap\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 113\u001b[0m idx_reject)\n\u001b[0;32m--> 114\u001b[0m \u001b[43mmrq\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbootstrap\u001b[49m\u001b[43m(\u001b[49m\u001b[43mR\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mj1\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 115\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 116\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m check_regularity:\n", + "File \u001b[0;32m~/Merlin/pymultifracs/pymultifracs/multiresquantity.py:333\u001b[0m, in \u001b[0;36mWaveletLeader.bootstrap\u001b[0;34m(self, R, min_scale, idx_reject)\u001b[0m\n\u001b[1;32m 330\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mbootstrap\u001b[39m(\u001b[38;5;28mself\u001b[39m, R, min_scale\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m, idx_reject\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 332\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbootstrapped_obj, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39morigin_mrq\u001b[38;5;241m.\u001b[39mbootstrapped_obj \u001b[38;5;241m=\u001b[39m \\\n\u001b[0;32m--> 333\u001b[0m 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\u001b[43m_general_leader_bootstrap\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreference_mrq\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmax_scale\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 515\u001b[0m \u001b[43m \u001b[49m\u001b[43mblock_length\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mreplications\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 516\u001b[0m \u001b[43m \u001b[49m\u001b[43msub_sample_length\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlink_rngs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 518\u001b[0m indices_double \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m 520\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m double:\n", + "File \u001b[0;32m~/Merlin/pymultifracs/pymultifracs/bootstrap.py:363\u001b[0m, in \u001b[0;36m_general_leader_bootstrap\u001b[0;34m(x, max_scale, block_length, replications, sub_sample_length, link_rngs)\u001b[0m\n\u001b[1;32m 354\u001b[0m indices \\\n\u001b[1;32m 355\u001b[0m \u001b[38;5;241m=\u001b[39m _general_block_bootstrap_loop(\n\u001b[1;32m 356\u001b[0m block_length\u001b[38;5;241m=\u001b[39mblock_length, replications\u001b[38;5;241m=\u001b[39mreplications,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 359\u001b[0m sub_sample_length\u001b[38;5;241m=\u001b[39msub_sample_length,\n\u001b[1;32m 360\u001b[0m replace\u001b[38;5;241m=\u001b[39mreplace, link_rngs\u001b[38;5;241m=\u001b[39mlink_rngs)\n\u001b[1;32m 362\u001b[0m \u001b[38;5;66;03m# Casts the lower-scale indices to higher scales => returns dict\u001b[39;00m\n\u001b[0;32m--> 363\u001b[0m indices \u001b[38;5;241m=\u001b[39m \u001b[43m_general_leader_bootstrap_loop\u001b[49m\u001b[43m(\u001b[49m\u001b[43mindices\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mblock_length\u001b[49m\u001b[43m,\u001b[49m\u001b[43m 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(\u001b[43mindex\u001b[49m\u001b[43m[\u001b[49m\u001b[43midx_int\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mastype\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mint\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;241m%\u001b[39m \u001b[38;5;241m2\u001b[39m)\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mbool\u001b[39m)\n\u001b[1;32m 307\u001b[0m rep_indices \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mzeros_like(idx_int, dtype\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mint\u001b[39m) \u001b[38;5;241m-\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[1;32m 308\u001b[0m rep_indices[idx_int] \u001b[38;5;241m=\u001b[39m (index[idx_int]\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mint\u001b[39m) \u001b[38;5;241m-\u001b[39m \u001b[38;5;241m1\u001b[39m) \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m2\u001b[39m\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " ] - }, - { - "data": { - "text/plain": [ - "(12, 4, 2)" - ] - }, - "execution_count": 56, - 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", "text/plain": [ - "5" + "
" ] }, - "execution_count": 27, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "dwt.structure.bootstrapped_mrq.n_rep // dwt.structure.bootstrapped_mrq.n_sig" + "lwt.cumulants.plot()" ] }, { "cell_type": "code", - "execution_count": 208, - "id": "b03f660b", + "execution_count": 81, + "id": "51ad6a37", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(1, 12, 5)" - ] - }, - "execution_count": 208, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "dwt.structure.bootstrapped_mrq.S2.shape" + "_ = WT.bootstrap(100, 3)" ] }, { "cell_type": "code", - "execution_count": 181, - "id": "b03f660b", + "execution_count": 82, + "id": "7cf05506", + "metadata": {}, + "outputs": [], + "source": [ + "dwt = mfa(WT, scaling_ranges, n_cumul=3, q=None, estimates='s')" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "5af3c2ce", "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "(2, 12, 5)" + "
" ] }, - "execution_count": 181, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ - "lwt.cumulants.bootstrapped_mrq.values.shape" + "dwt.structure.plot()" ] }, { @@ -1084,7 +1056,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0" + "version": "3.11.8" }, "vscode": { "interpreter": { diff --git a/notebooks/Explanation.ipynb b/notebooks/Explanation.ipynb index 753e1de..64f3fd6 100644 --- a/notebooks/Explanation.ipynb +++ b/notebooks/Explanation.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -44,14 +44,14 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -90,7 +90,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -126,7 +126,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -155,7 +155,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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WDi+vivo+iuzsbPbs2W1wu61a+bN06Q/odDoAEhMTiYyMKI4U8iU/Wc1MPQ8HarjasTY8ml4+HnItuxAmyNnZmUmTpjF16nvodDqcnJyZPHk6APXq1cfX149hw/rj6upKtWo1iIu7bVC7Y8aM46uv5jFixCBUKhWWllpef30cnp5exZnOA+TOcTNy727f1ScimbXrIksGN6Suh6OxwyoQc79jGSQHUxAdfY0KFaoY/a7rx2UKd47D3ddT7hwv5Tp7u2FjqWZtuMxJIoQoeVI4zJC9lQWBtd3Yfv4WKZk5xg5HCPGEkcJhpno38OBOTi5bzsYYOxQhxBNGCoeZ8nZ3wNvdnrXhUTxB3VRCCBMghcOM9WngweW4dE5GJBs7FCHEE0QKhxl7urYbdlqNdJILIUqUFA4zZmOpoWsdd3b9dYvEjGxjhyOEeEJI4TBzvX08yNIphJyRTnIhjGXhwq+YPfsj/eP9+0Np3dqXy5cv6Z97++2xbN68vkj3++qro9m/P/SR623Zsonr168V2X7NpnAEBATQuXNngoODCQ4OJjT00S/Wk6C6qx0+no7SSS6EETVu7Mvx40f1j0+cOEadOvX0z+l0OsLDT9Coka9R4tuyZRM3blwvsvbMasiRefPmUbNmTWOHYXL6NPBgytY/OXojCd+nnIwdjhAlyur8aqzPLS+WtjO9B3Kndt9Hrle/vg9RUZHEx8fh4lKWEyeO8uyzo9myZRN9+vTnwoU/sbW1Y9261Zw4cYzs7GycnJyYNGkKrq7l+fjj6VStWp3+/QcBcPnyRSZMGMfKletJT0976Bwc//awuTq2bQvhzz/P8dlns/n22wW88soYmjZt9livi9kccYiHC6hRDkdrC9aclE5yIYzBysoab++6HD9+lPT0NDIyMmnWrAUXL/4FwLFjR2nUqAlDh47gu+9+5IcffqFjx0C+/PLuZEtdugSxbdtmfXshIZvo2rU7KpVKPwfHt9/+yOLFP5OQEE9IyMYHYnjYet269aBWLW/Gjn2LJUt+fuyiAWZ2xPHWW2+hKApNmjThzTffxNHRvMZpKi7Wlhq613VnxfFI4tKyKGunNXZIQpSYO7X7GnRUUNwaNWrC8eNHsbW1w8enARqNhgoVKnL58iVOnDhK27YBHDy4n7VrV5GRkY5Op9MPUtqgQUPS09O5dOkilSpVZufO7XzzzWLg0XNw3GPoekXBbArHsmXL8PDwICsri5kzZzJt2jRmz55doDZcXR2KKbqS87AcRratzs9HI9h9NYGX2xXtvMdFrTS/D+bEnHOIjb17ssTCwnROmjRt2pRPPvkIBwcHmjTxxcJCTePGTTh+/Ajh4ScYOvQZ3nlnPIsX/4Snpxfh4SeZPPldfQ5du9496mjcuAlVqlShQoV7I94qfPLJ//Kcg0OlUqHRqP5uw9D1HqRWqwv0eTCbwuHh4QGAVqtl8ODBvPTSSwVuw5xHA4X8RzQto4ImFcuw9MA1+tRxQ22iw62b+6isIDmYgtzcuyPKmsLIsvfUrl2PqKgo9uzZRZ8+A8jJyaV+/YbMnDkVe3sH7OwcsLCwoEwZZ7KyclizZhXwTw5PP92VF14YwY0b1+nSJUj/fKtW/ixZspi33pqIRqMhMTGR9PQ0PD29UBQFnU4hJyc33/VsbW1JTk556OuVm5v7wOfB7EfHTU9PJyXlblKKorBlyxa8vb2NHJXp6e3jQWRSJoeuJRg7FCGeOFZWVtSpUxeAcuVcAfD2rsvt27E0atSEatWq0759R4YO7c/o0SMemEOjfPnyVK5clePH757WumfMmHFoNGpGjBjE8OEDGDfuNW7duvXA/vNbr0eP3ixe/C0jRgzm8OFDj52rWczHcePGDV577TV0Oh25ublUq1aNSZMm4ebmVqB2zPkXFjz6V2K2Lpdu3xyigZcjnwbXLcHIDGfuv3RBcjAFMh9H0SrofBxmcaqqYsWKrF+/3thhmDxLjZqgeuVZduQGsSl3cHOwMnZIQohSyCxOVQnD9fIpj06BDaejjR2KEKKUksJRylRwsqF5JWfWh0eRk2vyZyGFKDQzOMtuFgrzOkrhKIV6NfAgNjWLsCvxxg5FiGKhVmvQ6WT2y6Kg0+WgVmseveK/SOHIh0VsOLYHP0GTeNnYoRSIf1UXytlpWSt3kotSysbGnuTkBBTF+B3L5kxRcklJScDGJu9O8Icxi85xY1Gn3MT2+NfYHZ3HnUoBZPiMIruiP5joPRL3WGjU9KhfnsUHrxOVnImHo7WxQxKiSNnblyEjI4GYmJuA+Z6yUqvV+ntSjEOFVmuNvX2ZAm0lhSMfWdW6EvfMIWxO/4TN6Z+w2jSEHOeaZPiMJLNWH7C0MXaID9WrfnmWHLrO+vAoXmpdxdjhCFGkVCoVlSpVMutLisF8L4uWU1WPoNi6ku73JnHPHCS542coFlY4/D6Rsj/4Yhc2E3VKhLFDzFN5R2taVnFhw+kYcnRyOC+EKDpSOAylseJOrb4k9ttCQq+1ZFdojc2Jb3D5qSWO217AIvIPMLGrPHr7eBCXlsXeS3HGDkUIUYrIqaqCUqnI8fQj2dMPdUoENqeWYH32Z5wvhZDtWp8Mn1HcqREEGuPffNeyigvuDlasORlFQE1XY4cjhCgl5IjjMeQ6eJHW8j3injlMStuPUeVk4rhrLGV/aI7tH3NQpcUaNT6NWkXP+uX543oiNxIyjBqLEKL0kMJRFCxtyaw3lIRBu0kMWka2W33sDs+l7I/Ncdg5BovYcKOFFly/PBoVrAuXS3OFEEVDCkdRUqnIfqotyd1/JH7IXjLrDsbq0lacV3XFaW1vtBc3Q27J3rTkam9Fm2pl2XQmhiwTGExNCGH+pHAUE51TVVL9ZxA34gipraagToumzPYXcfmpFTbHvkKVWXJDn/dp4EFiRjZ7LtwusX0KIUovKRzFTLFyJKPh88QPCSWpyyJ0ZZ7C/sCHlP3BD/vfJqKJ/6vYY/Cr5IxXGWvWyukqIUQRkMJRUtQasqoGktRzFfEDfiWzRg+sz6/C5ZcAHHaOLdYjELVKRS8fD47dTOJKXHqx7UcI8WSQwmEEunJ1SA2YQ9wzf5De+GWsLqzH5ef2WF3YVGz3ggTVc8dCrZJOciHEY5PCYUSKTVnSWrxLQr8t6Ow9cfz1JRy3jEKdWvR/3F1stbSvUY7NZ2LIzNYVeftCiCeHFA4ToCtXh8S+G0lt8R7aG7/j/EsA1meWQhGP/NmngQcpd3LY+deD8xULIYShzKZwXLlyhQEDBhAYGMiAAQO4evWqsUMqWmoLMhq/RPzAneS41sPht4mUWd+/SId0b1yhDJWcbVh7UmYHFEIUntkUjilTpjB48GC2b9/O4MGDmTx5srFDKha5TlVICl5JSrtZWNw+i/PyTtgc+6pI7v9QqVT0buDBqahkLtxKLYJohRBPIrMoHHFxcZw9e5bu3bsD0L17d86ePUt8fCmd4U6lIrPuEBIG7ybrqXbYH/gQp9VBEPX4d6B3q+OOVqOSSZ6EEIVmFoUjKioKd3d3NJq70xtqNBrc3NyIiirdf/xy7cqT3OU7kgK/RpMaBQvbYXfgY8jJLHSbZWws6VjLla3nYknPkk5yIUTBPVGj47q6Ohg7hMJxGwQNAuHXSdge+wLba9ugx3yo1LJQzY1qW40tZ2M5EJHMQL+nijjYRzPb9+FfJAfTIDkYh1kUDg8PD2JiYtDpdGg0GnQ6HbGxsXh4eBSoHXOcaesflrj2/IrEp7rhsGcCmsVdyKg7jLSW76JoC/bBq2hjQbVytvyw/wodqjgXU7x5M9cZz/5NcjANkkPxUqtVlC2b91zkZnGqqmzZsnh7e7N582YANm/ejLe3Ny4uLkaOrORlV/QnftAu0hs8h/WZpTj/EoD26s4CtaFSqejt48m5mFTORpvmh1YIYbrMonAAfPDBByxdupTAwECWLl3K1KlTjR2S8Vjaktb6AxL7bEDROlImZAQOv76CKt3wQQy71nHD2kIt41cJIQrMLE5VAVSrVo1Vq1YZOwyTklO+MQn9t2J77Etsj8xDe2Mvqa0/4E7N3qBS5butvZUFgbXd2H4ulrFtq2JvZTYfBSGEkZnNEYd4CI2W9KZvkNB/G7oyVXDcOQbHzcNRJ9985Ka9GniQmZPL1nPGnalQCGFepHCUErqytUjsvY7U1lPRRh7E5ZcArMMX5ztsSR13e2q72bP2ZBRKMQ2uKIQofaRwlCZqDRkNRhE/aDfZHk1xCH0fp7W90cRfyHP1e3eSX7ydxqko6SQXQhhGCkcplOtYkaSgpSR3+AxNwkWcVwRie2Q+6LIfWDewtht2Wg1rT0YaIVIhhDmSwlFaqVTcqd2X+MF7uFPlaewOzcJpdXc0t87ct5qtVkNnbzd2/HmLpIwHC4sQQvyXFI5STrF1JaXz1yR1XogmLRbn1d2wPfgJ6O7o1+nt40GWTiHkbIwRIxVCmAspHE+IrGpdiR+8mzs1emJ3dB7OK7pgEX0UgJpu9tT3cGDtyShypZNcCPEIUjieIIq1MykdPyOp+4+oslNxWtMTu33TIDuDAY28uJaQwVvrz5CW9fhDuAshSi8pHE+grEoBJAzaRWbdodieXIjL8o50c7jI+IBqhF2JZ9QvJ4hIyjB2mEIIEyWF4wmlaB1IbfcRiT1XAuC8oT8jk77gy6AqxKZkMWLZCY7dTDRukEIIkySF4wmX7dWS+IE7SW8wGuszS+kU1oc17ZJxtLbglVWn2HBKxrISQtxPCocASxvSWk8msc96FEs7av7+HCEVltLWS8OMXy8wZ88lcnKl01wIcZcUDqGXU74JCQO2keY7BvuL61mY+grTq19i+bEI3lh7mpRM6TQXQkjhEP+lsSK92XgS+4WQa+fGsJvvs7vC91y+cY1nfz7Otfh0Y0cohDAyKRwiTzmu9Ujsu5m0ZhOoEr+XffYTaZWxh2d/Ps6hawnGDk8IYUQGTcIQFRXF+fPnSU5OxtHRkdq1axd42lZhhjSWpPu+xp2qnXHYPY4PY+YRZBHGuDUjGNLej34NPVA9Yt4PIUTp89DCkZ2dzYoVK1ixYgU3btzgqaeews7OjrS0NK5fv06FChUYOHAg/fv3R6vVlmTMooTpXGqQ2HsdNqcW0+zAx+y0fpupvw/h41uDGN+hOhYaOXAV4kny0MIRHBxM8+bNmTp1Kg0aNECj0eiX6XQ6wsPD2bRpE7169SIkJKREghVGpNaQ0eA57lTuiMOet5kV8S37zocxLe5N3uwZgJONpbEjFEKUEJXykBl84uLiKFu27CMbiI+Px8XFpcgDu2fixImEhYXh7OwMQOfOnXnppZcK1datW+Y954Srq4Np5KDkYn32Z6xCp5OTk8M3FkNp2GMs9TydH7mpyeTwGCQH0yA5FC+1WkXZsvZ5L3vYRsHBwfr/v/POOw9tvDiLxj2jR49mw4YNbNiwodBFQxQhlZrMukNJGbKHjPLNeEO3CI81XVm18lsiEuWqKyFKu4cWjpycHBIS7l49s3379hILSJiPXAdPcvssI7bDl5SzUfHyralofgpky+ZfSJG5PYQotR7axzFgwADatWuHs7MzmZmZtGvXLs/1fvvtt2IK7R+LFy9mxYoVVKxYkXHjxlGtWrVi36cwkEqFqnYwSs1u3Axficeh//HMtfEc//47TtQZQ3P/7lhK57kQpcpD+zjg7mW4ERERjBo1im+//TbPdfz8/B4rgF69ehEZmfe0pWFhYdy+fRtXV1fUajXr16/n888/Z+fOnfd11gsTkpNF5G/fYn3gf7jobnNU40O2/7s08+8sl+4KUUrkWzjuOXDgAC1atCiJeB6pWbNmrF27Fi8vrwJva6qdUIYy5Y60/1KyM4gO/ZYK577BhSQOWzZF1WYCvv6dzCaHhzGn9+FhJAfTYMo5FKpzfNeuXfr/51c0/r1ecYiJ+Wc609DQUNRqNe7u7sW6T/H4VJY2eAS8TtZzf3Cw8qvUzD6L7+6+nP+8J+q488YOTwjxGB7ax7Flyxbmzp1LUFAQTZs2pUqVKvobAK9evcrhw4fZuHEjtWvXpkOHDsUW4IQJE4iLi0OlUmFvb8+CBQuwsDDohndhAjRWdlTrNpHE1NEc2DSbVnGrsF/eiTs1e5Le9A10TlWNHaIQooDyPVX1559/smLFCvbu3cvNmzf156ifeuop/P396d+/PzVq1CixYB+XqR4SGsqUD2sNoSgKX+46QfkzC3lO+ysWSg6ZtfuR7juWXMcKxg7PYOb+PoDkYCpMOYf8TlUZ1McBkJGRoR+rysbGpkgDLCmm+gYZypQ/ZIZydrHj+SWHOX3hIourhVI3ag2gkFl3MOlNXiPXrryxQ3yk0vA+SA6mwZRzKFQfx3/Z2Njg7u5utkVDmAYLjZoZXWtTtVJlelwOYnPrjWR6D8D6zDJcfmqF3f7pqDLijB2mECIfjywcW7ZsYcaMGaxYsYLs7Ptv6vrggw+KKy5Rimkt1HzSoy51yzvw5q4EdlWZQPzg37lTowc2J7/F5aeW2B76FNWdJGOHKoTIQ76FY9GiRcyePRuA5cuX069fP2JjY/XLN27cWLzRiVLLVqvhs971qORsy/gNZziZ5kxKh7kkDNpNVqUO2B35HJefWsKBuaw/coGfDt8gKyfX2GELIXhE4fjll19YtGgRkyZNYt26dQQEBDB48GAiIiKAu52dQhSWo7Ul8/vUo6ydlrHrTnPxVho65+rc9P+cNY2WcVTxxvXYHHof7EHa/i8Yu+ooCelZxg5biCdevte1xsfHU6lSJf3j119/HRcXF4YMGcL3338vdwKLx1bO3oov+tbn+eUneXXNKWq72XPwWgK6XBUVnd7mmRq36Zv8A+/HLONi3G989tPzDOkziOrl7IwduhBPrHwLh5eXF3/++Sfe3t7654YOHYq1tTXDhw8nK0t+/YnH51XGhi/61ufFFeFcup3GkCZedKrlSi03e1QqFdl0JenqTrz2TOKL9A8IWb6DwwFTaVqntrFDF+KJlG/h6NmzJ2FhYfcVDoC+ffui1Wr5/PPPizU48eSoWtaOkBeaYaFW5Xkkm1W5I1nDWpFyYB6dwhdwZ3cQxy69gHfXMag0MomUECXJ4Ps4HmXz5s107969KJoqNqZ6vbShTPmab0MVRQ7Zty8Rt2Ec9TOPcEVTmQuNplC/aUcs1CVz6lTeB9MgORSvIrmP41EmT55cVE0JkS/LctVwe3Yt22vPwlaXytNHnuXo18NYHXaS5EyZB0SI4lZkhUOusBIlSa1W07jDEHh+P+erjCRQ2cfgY/1Y9u10Np2KkM+jEMWoyAqHXGEljEGttaNs12mkDN6J4u7DZPX3+P42kG/XriclM8fY4QlRKsnUbKJU0DlXJ7vvKhI7fUkVqxTeiXqdk4uf5+yVa8YOTYhSRwqHKD1UKrJrBnNnxD5u1hhOUO4u6ocEcmrbV6DIXedCFJUiKxyenp5F1ZQQj0XR2mMTOJPo3luItapMwKUPyVzSBU3sKWOHJkSpkG/hSE9PJz09Xf9YURRWrlzJjBkzCAkJuW/dzZs3F0+EQhSSlUc9yozcwrLy72CddgOnVd2w+X2SDJ4oxGPKt3C88cYb/Prrr/rHs2bNYs6cOcTGxjJjxgy+//77Yg9QiMdhoVHTqffLLG24kh9zOmJ7+kecl7XF6vxqkCuvhCiUfAvHmTNnCAgIACArK4uVK1fy+eefM2/ePL755htWrlxZIkEK8ThUKhVDW9dD1+FDemZN58+ssjjuGovTuj5o4s4ZOzwhzE6+hSMjIwNHR0cATp8+jYWFBc2bNwfAx8eHW7duFUkQGzZsICgoiDp16rB06dIHYhg7diydOnWic+fO7Nmzp0j2KZ48PeqVZ2TPIPpmTeFDzUsQ9xfOKzpjt28q3Ek2dnhCmI18C4ebmxvnz58HYP/+/TRp0kS/LDk5Ga1WWyRBeHt7M3fu3DyHLFm0aBH29vbs2LGDr7/+mkmTJpGWllYk+xVPnlZVXFjQvxGrlQACsuawXdsJ65PfoXzbit82foOSK1dfCfEo+RaOkSNHMmrUKF599VUWLVrE4MGD9cv27dtHrVq1iiSImjVrUr16ddTqB8PZunUrAwYMAKBy5crUq1ePvXv3Fsl+xZOpTnkHFg1qiJe7J985vsZsz/mkacvR78Z0Mn/sjubWGWOHKIRJy3d03H79+lGpUiVOnz7NiBEj8PX11S+zsrLi1VdfLfYAIyMj8fLy0j/28PAgOjq62PcrSrcKTjbM71v/70cNUHKD+GXNfDrFLMRpZRcy6gwmvdl4sC1r1DiFMEX5Fg4APz8//Pz8Hni+Q4cOBu+kV69eREZG5rksLCwMjUZjcFuPw9XVoUT2U5wkh+LT/8VJvPNzW2qf/5LhZ34m+8w65ur6s1rVERsrK6b2qEc3Hw/AdHMoCMnBNJhjDo8sHEVh3bp1hd7W09OTiIgIXFxcAIiKiqJZs2aFastUhy82lCkPwWwoU8/hjY4N2OQxnR/ihhJwfS5TUxfzktXv/E8zijdX5uCoVmhTz9OkczCEqb8PhpAcild+w6qXSOF4HJ07d2bFihXUr1+fq1evcurUKebMmWPssEQpZaFR08vHA/AApS1Jl7fiun8an6S8RyfLlnyy/hkuJjXj54PXcLXX8lmvejLAp3jimMRYVZs3b8bf359t27bx+eef4+/vz8WLFwEYNWoUycnJdOrUiRdeeIFp06Zhb593FRSiSKlUZFXrSvygPaQ1fZMA1VFWZr9G3JaZ3MlIJ+xKAmFXEowdpRAlrshmADQHpnpIaChTPqw1lDnnoE6+Se7uKbhGbCfHoSKTMgZz0rYlPwxtbHZHHeb8PtwjORSvx5oBcMuWLcyYMYMVK1aQnX3/7GoffPBBkQQohDnIdawAPRfB8I1gacvHObN4J2ESx08eNnZoQpSofAvHokWLmD17NgDLly+nX79+xMbG6pdv3LixeKMTwhRVbUvCgO0ktZ5GI81lOuzvh2r3ZFRy97l4QuRbOH755RcWLVrEpEmTWLduHQEBAQwePJiIiAhAposVTzC1BVkNRnKsyzbWKe1wObeYMkvbYHVuhcz9IUq9fAtHfHw8lSpV0j9+/fXXGTFiBEOGDOHy5ctmd15XiKJWp2oVXPvMZxAfcSHbFcfd43Ba3QOL6GPGDk2IYpPv5bheXl78+eefeHt7658bOnQo1tbWDB8+nKysrGIPUAhTV9fDkYDWAXTdWZGNLa9T9/xcnNf04KBDILs9X2JE+8ZYakziAkYhikS+n+aePXsSFhb2wPN9+/bl7bffxt3dvdgCE8KcdK3jThlrS/4X25hPq/7EgpwgmqTs5NXzg9i3YibRCclcvJXGrdQ7copXmD25HNeMmPKle4YqzTl8te8KSw7dACConjtT/CxICnmHqklhXMz1ZGrOcEJzfWheyZkJHatTwcmmpEPXK83vgzkx5Rwe63JcgBs3buT5LyYmhlwZhloIAPo19ESjVlG1nC3jA6qT61wNh6ErCW00D1dbDT9pP2Zb+YXcirzMwB+OsvTITTn6EGbJoCFHOnXqpO8IVxTlvk5xtVpNQEAAU6ZMoVy5csUTpRBmwNXeikWDGlLe0Qpry38G7qzdsjdZzbqRdnwhtY5+zg7tIVbZDmTS7+1xs9fydG03I0YtRMEZdMQxffp0unfvzvbt2wkPD2fbtm0EBwczZcoUNm7cSE5ODtOmTSvuWIUweXXKO+Bim8cEZxor0n1fI37Qb2RXasuAlMXssnmHP/ZuJFsnR+3CvBjUx+Hv78+OHTuwsrLSP5eRkUFgYCB79+4lKSmJp59+mkOHDhVrsI/LVM8lGsqUz4caSnK4S3ttN5rd72GffoNQbRuW2D3HwThrythYsnRoYxysLcjI1jFr10Wea/5UkfeHyPtgGkw5h8fu48jNzeXmzZv3PRcZGanv37CxsUGn0z1mmEI8ObIqBZA+dDcHKozGL+sQ8xNeYKbbbmKTUvl872VeX3OK7w5cJ+RMDHsu3DZ2uELcx6A+jmeeeYZnnnmGPn36UL58eaKjo1m7di3Dhw8HYO/evTRs2LA44xSi1FFZ2lA9eDKpSc9gv28KPa9+QxO7rYw/M5yDuXU4cPXuyLsXb6cZOVIh7mfw5bh79+5l27ZtxMbG4urqSpcuXfD39y/u+IqUqR4SGsqUD2sNJTk8nPbKDiz3TMI2I4JDdgG8GteHWzhTw9WOn4c3KdJ9yftgGkw5hyKZyMnf39/sCoUQ5iSrSieyKrZGOfolfscXsM/uIFtcRjAxoiVX4tKp7GKDSqUiM1vHr3/eIjNbR7+GnjL0jyhxBhWO7OxsFixYwIYNG4iNjcXNzY3g4GBefPFFtNo8riARQhSOhQ3pzd4is1YfHELfp9f1r6htsYn3f3iW7oHBZOtymbnjgn715MwcnmtRKZ8GhSh6BnWOf/rpp4SFhTF16lQ2bNjA1KlTOXjwoH7IdSFE0cp1qkJS95/4q/WXOKgyWG01DY99b7Fi3wnK2WmZ0bU2TSqWYedft4wdqngCGXTEsW3bNjZs2ICzszMAVatWpU6dOgQHB/Puu+8Wa4BCPLFUKpwbBHPauRnXD8+jfdQyWnCIaJ83cK7lS0RSJgv2XyUxIxsnG0tjRyueIAYdcTys/7yohkvYsGEDQUFB1KlTh6VLl963bOLEifj7+xMcHExwcDALFiwokn0KYS7qPVUe925T+V/VxeS4N6TmyZk4repGe9srAJy4maRfd9dft5i27U9CL8Xx6upwdLkypIkoegYdcXTu3JmXXnqJV155BU9PTyIiIliwYAFdunQpkiC8vb2ZO3cuCxcuzHP56NGjGTp0aJHsSwhz5GhtyaiuAeiU9iRdCsF+/1T8Qocw17o9v4SNZM3JclyKS+NW6t2pDjadiQEgMimTis7GG0xRlE4GFY7x48ezYMECpk2bpu8c79atGy+//HKRBFGzZk3g7rhXQoh8qFRkVe9O/FPtsTvyGT1OLCQg5RCfJgzgD10Hark5cj0hnYzsuzfnXktIl8IhipxBhUOr1TJmzBjGjBlT3PHkafHixaxYsYKKFSsybtw4qlWrZpQ4hDAZWjvSWr5HUvU+5GyfwIzkxUz2OEKq/3R2pdZm/MazACw7GsHG0zG87l+FCk425OQq3E69g6urg5ETEObsoTcAHjhwwKAGWrRo8ch1evXqRWRkZJ7LwsLC0GjujiQ6ceJE6tWrd99pqZiYGFxdXVGr1axfv57PP/+cnTt36rcR4omnKHBmLWx/D1KioE5PrjceT9CySJIysvWrvd25FhtPRHI+OoX9EwPwMuJ8IMK8PbRwBAQEPHpjlYpdu3YVWTB5FY7/atasGWvXrsXLy6vA7ZvqHZqGMuW7TA0lORSj7HRsT3yD7bEFkJvNXscehJQZTKzOnt8uxt236rLnmlGzjNVDGjIPJvs+FIAp51CoO8d3795dbAEVRExMjH6K2tDQUNRqtUxZK0ReLG1Jb/oGmXUGY/vHHPzPLadNxk62OQ0hjGZk8c8lu9/vu4K3qx1DfCtgoZY7z0XBmMTUsZs3b+aTTz4hOTkZS0tLbGxs+P7776levTojRowgLi4OlUqFvb09b7/9dqEHVDTVym4oU/51YijJoeRo4v7E7sBMrK7tJhI3PsrqT5VWg5kXelW/zjN+FXm1TRXjBfkYzOV9yI8p55DfEYdJFI6SYqpvkKFM+UNmKMmh5FneCMV+/3Qs4s6S7daQwTd6cFipjVcZayKSMmlbrSy13O3p08Aj70moTJS5vQ95MeUcHns+DiGE+cqu2IaE/ltJ7jAXdVo0q6ym8b31XN7zvXuBye+X4lgYdo3ABQe5Fp9ORFKGkSMWpk6OOMyIKf86MZTkYGTZGVgcW4hT+ALIzmSDRSDTUoKIx/GBVe2tNKTe0TGkSQWuJaQzvWtt7K0MHlC72Jn1+/A3U85BjjiEEHdZ2pDTbAyq14+TWXcwwTnb+M3qDV7SbMSKrPtWTb1zd1bPZUdvsu9yvH5iKSGkcAjxJLJ3I7XthyQM2kWKWzMmWC5nt9U4eqlDUXH3rvM2VV3u22TZkfunj069k0Nsyp0SC1mYDikcQjzBdM7V0fZfSmLPlbiU82CudgEbtZM4MUDD/3rVw9Px7r0etd3sOROdwp8xqVy8ncb/9lyi96LDdFt4qMgGOxXmQwqHEIJsr5akDtjCd+XeoYJVBk4bBuAYMoJ3Gin4eDoyrv3dYX6GLj3GoB+O8suxCBL+vit99ckoY4YujEAKhxDiLpWa4AGvkDNyP6kt3sUy8hDd/+jPCo/lNHLJYmTzp/LcbPOZGF5bc4qBPxxhwykpIk8CKRxCiPtZWJPR+GXih+4no/4IrM8tx2Vpa97QrseaB/s0zkancPBqApdupzPj1wt5NChKGykcQog8KTYupLWZRsKg3WRX9Mfhj9mcdJ7IR1VOs2GU70O3y8jWPfCcLleRvpBSRAqHECJfOqeqJHf5loRea1E7lGdQ1IfU2TmADV3zHqF66ZGb/HHtn0t3b6feofncUNafii6pkEUxM527eYQQJi3H04/Evpuw+nMNdgc+psHuAYRVD6LXxUBi+OfS3YVh1wDwrVgGO60F1pZ3f59uPRtDLx8Po8QuipYUDiGE4VRq7tTux52qXbE99gUeJxYSZreTjXb9KBvwBsOXn9OveuRG0n2bJmbmsD48iivx6fx+MY71z/mVdPSiiEjhEEIUnNaO9OYTyKwzCPuwGfS69CM5O3fTTd2bkNxmwINDtV+JS2fmjn86zy/cSiUpIwffp5xKLm5RJKSPQwhRaLmOT5HceSGJPVeClSNfaudxssL/2NHblrCxrfPddvCPx3hpVTjP/XICRVHIVRRO3EzKdxthGqRwCCEeW7ZXSxL6byWl3cc4pF2l+pZeOP8+nnmBbo/c9mRkMv2XHGHZkZs8v+IkM379SwqIiZPCIYQoGmoNmXWHEj8klIyGo7H+cy3dwnrygmYTWrLz3fRqfAbH/i4WG05F8/yKk/pluYrCz0dvkp714GW+wjikj0MIUaQUK0fSWr1PZt0h2O2fzjtXf2F82TCuNnibkKzGnItNY9u52Ae223c5/r7Hu/66hYejNc8sOw7AtfgM3ulUo0RyEPmTwiGEKBY6p6okd1uM5fXfsd83leqhr/BShdaktp5CnfLVuHQ7jQ353NsxcdO5+x7HpspIvKZCTlUJIYpV9lNtSRj4KyltpmNx6xTOKwJ5PuVL3m9TDkdrw3+77rscL7MTmgiTKBxTp06lc+fO9OjRg4EDB3Lq1Cn9stu3bzNy5EgCAwPp0aMHJ0+ezKclIYRJUluQ6fMs8UP3kVlvONZnluGyrA1hrc9yeGwLdrzUwqBmen53mDPRpjlj3pPEJAqHv78/mzZtYuPGjbzwwgu88cYb+mVz5szB19eX7du3M3nyZMaPHy9j3ghhphRrZ1L9Z5Aw4Fdy3Bpiv+8DnJd3xO1WKAfeaMP655ry22st821jxLLj5OhyH3g+M1tHcmb+nfCiaJhE4Wjfvj2WlpYANGzYkOjoaHJz734wtm3bxsCBAwHw9fVFq9Xed0QihDA/urK1SApaSlK3JaDkUmbzcFxChvNUbgR2WgucbO7+PXijXdU8t2/x2T4qTwwhcMEB/XNDfjpGhy8P5Lm+KFom1zm+bNky2rVrh1qtJiEhAUVRcHH5ZxwcDw8PoqOj8fHxKXDbrq4ORRmqUUgOpkFyKCJuvaBRN/hjIVa/z8JqeUfwG00F21YkZqgY0roqS49GcOshU9TGp2eTodbw+a4LXE+42//h6uqAoihsOBFJdx8PLDQm8fv4oUzifSigEikcvXr1IjIyMs9lYWFhaDR3R9kMCQlh06ZNLFu2rFjiuHXLvM+Nuro6SA4mQHIoBjWeQeXVDbtDn2J9cAHrrJazu/YLKGmtWDWiCe3mhz10U/9P99z3+Ke9lwB4f8t5zt9MYFTzSsUa+uMwuffhX9RqFWXL2ue5rEQKx7p16x65zo4dO5g7dy5LliyhXLlyADg7OwMQHx+vP+qIioqifPnyxResEMIoFNtypLafRWa9odiHTibw6kdkrw7Bos00/TpbX2hGl28O5dvO+1vO6/8fnSyX8BYHkziG27NnDx999BGLFi2iQoUK9y3r3Lkzy5cvB+DIkSNkZmZSr149Y4QphCgBOa71Sey1luROX6BOj8V5bU9WlF2EO/GUs7di24vNGdO2Kj0bej6yrfWnogmPTC6BqJ8sKsUELlFq3rw5lpaW9/VlLFmyBGdnZ27dusX48eOJjIzEysqKqVOn0rhx40Ltx1QPCQ1lyoe1hpIcTIPZ5JCVhu2xL7E98Q2KSkO67+tkNHweNFbcyMih91cPP4X1b98M8KFxBafijbUQTPl9yO9UlUkUjpJiqm+QoUz5Q2YoycE0mFsO6qRr2O+fhtWV7egcK5HaegplmvZm/eHreLvbE7jgoEHtdK/rzuTAmqhUDw77bgym/D5I4fibqb5BhjLlD5mhJAfTYK45WN7Yi33oFCwSLkC1DsQ3ex+dc3WuxafTd/GRArd34I02WKiNV0RM+X3Ir3CYRB+HEEIYIruiPwkDfiW19Qdw8wjOyztit28ale1yWDeqKe91qsGakU1pXKGMQe21mBvKwrCrnLiZxCurwknLyineBEoJKRxCCPOisSSjwXPw+jEya/fH5uS3uCzzp3rkBnrWd+cpZxsGN7l7kc13Axs8srlvD1zn+RUn+eN6Iu3mh3HsZmIxJ2D+pHAIIcyTXTlS239CYr8QdGUq47DnLZxWB2ERfZS21ctyeJw/DbzKEFjbFYAe9dwNavaFFeHFGXWpIH0cZsSUz4caSnIwDaUuB0XB6sJ67MJmoEmLIbNWH9JavEOuXXkysnWcjEiieWUXFEWh2f9CMfSP3rPNKvJc80poLYrnN7Ypvw/SxyGEKN1UKu7U7EX84L2kNXkNqwubcF7WFptjX2KjzqF5ZZe/V1Px8/AmBje7+NANWn2+j8ikTKKTM8nM1rHnwm2y8xhk8UkiRxxmxJR/nRhKcjANpT0HddJV7PdPx+rKdnLKVCat9QdkVeoAf1+GG5GUgVaj5lZqFhtORbM2PKpA+25d1YW5vR7/RmRTfh/kiEMI8UTJLVOZ5K6LSAxaBmpLyoSMoMzmYWgS7o5j5VXGBld7K+qUd+ClVpUL3P6+y/Gk3nlyr8CSwiGEKLWyn2qrv3zXIvoozss7YLd/Oqqsf37lO9laMqRJhXxayVv7L8JoOmcvNxKevFkJpXAIIUq3vy/fjR8SSmbtfticWIjLUn+szq0A5W5fxWv+VfBwtGKEX0Ve969C66ou2Gk1BjXf+/vDxD5k2PfSSvo4zIgpnw81lORgGp7kHCxiw7EPfR/L6KNkuzUgtc10csrnPf7dr+djeS/kfJ7L8rJ5dDPcHaxIz7o7G2F5R+t81zfl98How6oLIYSpyHHzIbH3eqz+WofdgZk4r+lBZq2+f1++e/+9Hk/XdsPR2oI7Obm8teHsI9vuvvD+Id8PjG2NAmTrFGwNPIIxB3LEYUZM+deJoSQH0yA5/C0rDbuj87E5sRBFY0m67xgyGowCjdUDq8am3OFMdApvb3x0AcnLpuf9HjgCMeX3Qa6qEkKIvGjtSGsxkfhBu8j2aoX9gQ9x/qUj2qu7HljVzcGK9jXKcXicP4fH+bNyhG+BdvXDHzc4HZXMooPXCl18TIUUDiHEEy/XqQrJ3b4nMWgpqNSUCXkGx03/XL6blyplbTk8zh8fT0eD9rH6ZBTP/nyCr/dfY8+F25yJNs0jDUNI4RBCiL9lP9WOhIE7SG01Gcvov0ff/c/lu//VvNLdKa7fal+NBf18DN7XiGXHqTwxhNup5ndFlnSOCyHEv2m0ZDQcTWbNXtgd/BibEwux/nMtqS3e4U7tvqC6//f2iGYVcXewons9d9SFmCDq3hzqPwxphEoFV+PT6eJt2ICMxiKd42bElDvSDCU5mAbJwXAWMSewD52MZcwxst0akuo/nRz3Rg9df8vZGJxtLWnx9/hYTefsLdR+n2v+FMOaVjTa1Vhm0Tk+depUOnfuTI8ePRg4cCCnTp3SLxs2bBgdOnQgODiY4OBg1qxZY8RIhRBPkhz3hiT2WU9yx89Qp0bhvDoIh11vokqLzXP9rnXc9UUD0N9IOLCxV4H2+93B67Sdv5+XVoWjy1W4k5NL0zl7TaJvxGSOOPbs2UPr1q2xtLRkz549zJw5k507dwJ3C8fIkSNp3779Y+1DfmEZn+RgGiSHwlFlpWJ7dB42J75F0ViR3nQsGT4jQaN96DbRyZlsPhPDqOZP0fGrA9R0s8deq+G3i3GFjsO/Wln6N/Rk/5V4+jTw4ONdF6nqYsv4DtUL3eZ/md2c4wkJCbRp04bw8HDUarUUjr/Jl900SA6mwZg5aBIvY7d/GlZXd5LjVJW0VlPIqtyhQG20+iyULF3R//ntUc+djadj+O21lthYagrV7wJmWDi++OILzp8/zxdffAHcPeK4ffs2FhYW1KpVi/Hjx+PubtqdR0KIJ8CFHbBtIsRdhBqB0PkjKFutwM3ochWqvbulGAKEKx91RVXI4vEwJVY4evXqRWRkZJ7LwsLC0GjungcMCQlh3rx5LFu2jHLlygEQFRWFh4cHOp2Ob775htDQUH755ZcCxyC/sIxPcjANkkMR0mVhE74Y28NzUenukNFgFOm+Y1C0Do/c9N85RCRl8PORCN5sX429l+KK7CbBPg08mNixRoG3M5sjjh07djBr1iyWLFlChQp5D3OcmpqKn58fp0+fRq0uWN++SXzIHoPJfFEeg+RgGiSHoqdKi8Xu4Cxszq8g16oMGT4jyfAZiWLt/NBt8svh6I1ElvxxgxdbVmLEzycKHVcFJ2vWjfIr8HZmcVXVnj17+Oijj1i0aNF9RSMnJ4fbt2/rH4eEhFCzZs0CFw0hhChOip0bqR3mkNBvC9mezbE7PBeXH1tgd+AjVOm3H93AfzSp6MT8PvWp6+HIb6+15MAbbWhT1eXRG/5HhTI2Bd7mUUzmiKN58+ZYWlri4vLPC7NkyRKsrKwYOnQo2dnZALi5ufHee+9RtWrVAu/DlH6dFIap/cIqDMnBNEgOxU8Tdw7bo19gdWEjWFiRUXcoGQ1fINfeQ79OYXPwm7MXBXinUw3stRraVi9HRpaOTgsOPLDu/D719HOuF4TZnKoqbqb8ITOEqX9RDCE5mAbJoeRoEi5he+wLrP5cCyoNmd4DSG/8MrmOFQudg6IoKPDAFVO5isLWs7H4VXLiuV9OEJl8p1gKh5zvEUKIYqRzrkZKh7nEDw0l07s/1udW4LKsDQ673oTbFwvVpkqlyvMyW7VKRbe67rjaWzGta+3HDf2hpHAIIUQJyHV8itR2HxM/bB8Z9Z7B6sIG+LIpDr++gibO8FkGC6o4TilJ4RBCiBKUa+9JWpupxA0/CC1fR3t1Jy7LO+K49TksYsOLbD9Ffe/Gv0nhEEIII1BsXaHTVOKHHySt6RtYRhzAeVVXHDcNwyLqyGO3r/m7bhT2zvH8SOEQQggjUqydSfcbR/zwg6Q2n4hl7Emc1/akzPr+WN7cD4W8fqm2uwMTO1ancYUyRRyxFA4hhDAJitaBjCavEjf8IKmtpqBJuITThgE4re2F9truAhcQjVpFnwaeWGqK/s+8FA4hhDAllrZkNHye+GH7SWn7Ieq0aMpsHo7Tqq5oL28FJdfYEUrhEEIIk2RhTWa94cQPCSU5YA6qrBTKbH0e5+Wd0F7eZtTQpHAIIYQp01hyx3sACYN/J7nT3RHDHXa9Aboso4Ukc44LIYQ5UGu4U7Mnd2r0QJWdlu/kUcUeitH2LIQQouBUaoOGbC9OUjiEEEIUiBQOIYQQBSKFQwghRIFI4RBCCFEgUjiEEEIUiBQOIYQQBfJE3cehVhffMMMlRXIwDZKDaZAcik9+cT1RU8cKIYR4fHKqSgghRIFI4RBCCFEgUjiEEEIUiBQOIYQQBSKFQwghRIFI4RBCCFEgUjiEEEIUiBQOIYQQBSKFQwghRIGU6sKxYcMGgoKCqFOnDkuXLs1znUOHDuHt7f3Q5caWXw5Tp06lc+fO9OjRg4EDB3Lq1CkjRZm//HLIyMhg7NixdOrUic6dO7Nnzx4jRVkwV65cYdiwYQQHB9OlSxfmz59v7JAK5aeffqJz584EBQURHBxs7HAKzdS/x/kxl+/xv5Xqsaq8vb2ZO3cuCxcuzHN5amoqs2fPxt/fv4QjM1x+Ofj7+/Puu+9iaWnJnj17eOONN9i5c6cRosxffjksWrQIe3t7duzYwdWrVxkyZAi//vordnZ2RojUcJ9++imBgYEMHTqUtLQ0unfvTtu2bfHx8TF2aAb79ddf2bZtG6tXr8be3p7bt28bO6RCMYfvcX7M5Xv8b6X6iKNmzZpUr14dtTrvND/++GNGjRqFs7NzCUdmuPxyaN++PZaWlgA0bNiQ6OhocnNzSzrER8ovh61btzJgwAAAKleuTL169di7d29Jh1hgKpWKlJQUADIzM1GpVLi4uBg5qoL5/vvvefXVV7G3twegXLlyRo6ocMzhe5wfc/ke/1upLhz5+f3330lJSaFz587GDqVILFu2jHbt2j20SJqqyMhIvLy89I89PDyIjo42YkSGeffdd9myZQtt2rQhICCAUaNGUaFCBWOHVSCXLl3i5MmTDBw4kN69e7Ny5Upjh1Rg8j02DrM+VdWrVy8iIyPzXBYWFoZGo8lzWXJyMnPmzGHx4sXFGZ5BCpvDv4WEhLBp0yaWLVtW1OEZpChyMDWPymnFihUEBwfz3HPPERsby7Bhw6hXrx4NGjQo4Ugf7lE56HQ6oqKi+Pnnn0lISGDQoEFUqVKFpk2blnCkD5dfDtu2bTOZ73F+DP1+GPt7XBBmXTjWrVtXqO3++usvbt26Rb9+/QBISEhgz549JCYm8uqrrxZliI9U2Bzu2bFjB3PnzmXJkiVGO9XwODl4enoSERGhP80TFRVFs2bNiiq0QntUTj/99JP+PLSbmxvNmzfn8OHDJlU4HpWDp6cn3bt3R61WU7ZsWVq2bEl4eLhJFY78cjhy5IjJfI/zY8j3wxS+xwVh1oWjsHx9fTlw4ID+8cSJE6lXrx5Dhw41YlQFt2fPHj766CMWL15sdqdJ7uncuTMrVqygfv36XL16lVOnTjFnzhxjh/VIFSpUIDQ0lJ49e5KamsrRo0cJCAgwdlgF0r17d0JDQ2natCnp6ekcPXqUTp06GTssg8n32HhK9UROmzdv5pNPPiE5ORlLS0tsbGz4/vvvqV69+n3rmfIHLr8cmjdvjqWl5X2dskuWLDG5TsL8ckhPT2fixImcO3cOtVrN+PHj6dixo7FDfqTTp08zY8YM0tPTycnJoWvXrib1K9cQmZmZvP/++5w9exaA4OBgRo8ebeSoCs+Uv8f5MZfv8b+V6sIhhBCi6Jl2170QQgiTI4VDCCFEgUjhEEIIUSBSOIQQQhSIFA4hhBAFIoVDiMcQEBBAWFhYie93x44dtG3blkaNGukvpxWipEjhEMIEfPfdd3Tv3p1GjRoREBDAd999l+/6s2bN4v333+f48ePUqVOnhKIU4q4n8s5xIUyNoijMmjWLWrVqcf36dUaNGoWHhwfdunXLc/3IyEhq1KhRwlEKcZcccQhRRLKyspg5cyatW7emdevWzJw5k6ysLP3yb7/9Vr9s1apV1KpVi2vXrgHw/PPPU7duXSwsLKhatSodOnTg2LFjee6jUaNG6HQ6goODzeIue1H6SOEQoogsWLCAkydPsmHDBjZu3MipU6f46quvANi7dy9Llixh8eLF7Nixg0OHDj20HUVROHLkyAND4wBotVqOHz8O3J1Z0dQn/BGlkxQOIYrIpk2beOWVVyhbtiwuLi688sorbNy4Ebg7YVXv3r2pUaMGNjY2vPbaaw9tZ/78+eTm5tKnT5+SCl2IApHCIUQRiY2NxdPTU//Y09OT2NhY/bLy5cvrl3l4eOTZxtKlS1m/fj0LFy5Eq9UWb8BCFJIUDiGKiJub230T9kRFReHm5qZfFhMTc9+y/1q9ejULFy7khx9+uK/ICGFqpHAIUUS6devGggULiI+PJz4+ni+//JKgoCDg7rwja9eu5dKlS2RkZOj7Pu7ZuHEjc+fOZfHixVSsWNEY4QthMLkcV4gi8vLLL5OWlkaPHj2Au8Xi5ZdfBqBt27YMGzaM4cOHo1KpePnll1m/fr3+dNRnn31GYmIiffv21bcXFBTEtGnTSj4RIR5B5uMQwgguXbpE9+7dOXXqFBYW8vtNmBc5VSVECdmxYwdZWVkkJSXx6aef0r59eykawixJ4RCihCxfvpwWLVrQqVMnNBoNH3zwgbFDEqJQ5FSVEEKIApEjDiGEEAUihUMIIUSBSOEQQghRIFI4hBBCFIgUDiGEEAUihUMIIUSB/B+2+HPCfvYtAQAAAABJRU5ErkJggg==", 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" ] @@ -243,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -270,7 +270,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -279,18 +279,39 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "from importlib import reload" + ] + }, + { + "cell_type": "code", + "execution_count": 15, "metadata": {}, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/md262764/Multifracs/pymultifracs/pymultifracs/wavelet.py:115: UserWarning: Value of j2 is higher than the maximum allowed level. Max level and j2 set to 3\n", - " warnings.warn(\"Value of j2 is higher than the maximum allowed level. \"\n" - ] + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" } ], + "source": [ + "import pymultifracs.wavelet\n", + "reload(pymultifracs.wavelet)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], "source": [ "WT = wavelet_analysis(Y)" ] @@ -304,7 +325,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -320,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -330,7 +351,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -346,7 +367,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -380,14 +401,40 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 30, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/merlin/Multifracs/pymultifracs/pymultifracs/estimation.py:51: UserWarning: h_min = [[0.]] < 0. gamint should be increased\n", + " warnings.warn(f\"h_min = {hmin} < 0. gamint should be increased\")\n" + ] + }, + { + "ename": "ValueError", + "evalue": "Maximum hmin = 0.0 <= 0, no signal can be analyzed. A larger value of gamint or different scaling range should be selected.", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[30], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m dwt, lwt, \u001b[38;5;241m=\u001b[39m \u001b[43mmfa\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmf_analysis_full\u001b[49m\u001b[43m(\u001b[49m\u001b[43mX\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2\u001b[0m \u001b[43m \u001b[49m\u001b[43mscaling_ranges\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m8\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3\u001b[0m \u001b[43m \u001b[49m\u001b[43mq\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4\u001b[0m \u001b[43m \u001b[49m\u001b[43mn_cumul\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 5\u001b[0m \u001b[43m \u001b[49m\u001b[43mp_exp\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 6\u001b[0m \u001b[43m \u001b[49m\u001b[43mgamint\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\n\u001b[1;32m 7\u001b[0m \u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Multifracs/pymultifracs/pymultifracs/mfa.py:218\u001b[0m, in \u001b[0;36mmf_analysis_full\u001b[0;34m(signal, scaling_ranges, normalization, gamint, weighted, wt_name, p_exp, q, n_cumul, bootstrap_weighted, estimates, R)\u001b[0m\n\u001b[1;32m 215\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m wt_transform\u001b[38;5;241m.\u001b[39mwt_leaders \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 216\u001b[0m mrq \u001b[38;5;241m=\u001b[39m [mrq, wt_transform\u001b[38;5;241m.\u001b[39mwt_leaders]\n\u001b[0;32m--> 218\u001b[0m mf_data \u001b[38;5;241m=\u001b[39m \u001b[43mmf_analysis\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 219\u001b[0m \u001b[43m \u001b[49m\u001b[43mmrq\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 220\u001b[0m \u001b[43m \u001b[49m\u001b[43mscaling_ranges\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 221\u001b[0m \u001b[43m \u001b[49m\u001b[43mweighted\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mweighted\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 222\u001b[0m \u001b[43m \u001b[49m\u001b[43mn_cumul\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mn_cumul\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 223\u001b[0m \u001b[43m \u001b[49m\u001b[43mq\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mq\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 224\u001b[0m \u001b[43m \u001b[49m\u001b[43mbootstrap_weighted\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mbootstrap_weighted\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 225\u001b[0m \u001b[43m \u001b[49m\u001b[43mR\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mR\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 226\u001b[0m \u001b[43m \u001b[49m\u001b[43mestimates\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mestimates\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 227\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 229\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m mf_data\n", + "File \u001b[0;32m~/Multifracs/pymultifracs/pymultifracs/mfa.py:66\u001b[0m, in \u001b[0;36mmf_analysis\u001b[0;34m(mrq, scaling_ranges, weighted, n_cumul, q, bootstrap_weighted, R, estimates, robust, robust_kwargs, idx_reject)\u001b[0m\n\u001b[1;32m 61\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m (n \u001b[38;5;241m:=\u001b[39m \u001b[38;5;28mlen\u001b[39m(estimates)) \u001b[38;5;241m!=\u001b[39m (m \u001b[38;5;241m:=\u001b[39m \u001b[38;5;28mlen\u001b[39m(mrq)):\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 63\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLength of `estimates` = \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mn\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m does not match `mrq` = \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mm\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 64\u001b[0m )\n\u001b[0;32m---> 66\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m ([mf_analysis(m, scaling_ranges, weighted, n_cumul,\n\u001b[1;32m 67\u001b[0m q, bootstrap_weighted, R, estimates[i], robust,\n\u001b[1;32m 68\u001b[0m robust_kwargs)\n\u001b[1;32m 69\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i, m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(mrq)])\n\u001b[1;32m 71\u001b[0m scaling_ranges \u001b[38;5;241m=\u001b[39m sanitize_scaling_ranges(scaling_ranges, mrq\u001b[38;5;241m.\u001b[39mj2_eff())\n\u001b[1;32m 73\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(scaling_ranges) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n", + "File \u001b[0;32m~/Multifracs/pymultifracs/pymultifracs/mfa.py:66\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 61\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m (n \u001b[38;5;241m:=\u001b[39m \u001b[38;5;28mlen\u001b[39m(estimates)) \u001b[38;5;241m!=\u001b[39m (m \u001b[38;5;241m:=\u001b[39m \u001b[38;5;28mlen\u001b[39m(mrq)):\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 63\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mLength of `estimates` = \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mn\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m does not match `mrq` = \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mm\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 64\u001b[0m )\n\u001b[0;32m---> 66\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m ([\u001b[43mmf_analysis\u001b[49m\u001b[43m(\u001b[49m\u001b[43mm\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mscaling_ranges\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mweighted\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mn_cumul\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 67\u001b[0m \u001b[43m \u001b[49m\u001b[43mq\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mbootstrap_weighted\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mR\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mestimates\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrobust\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 68\u001b[0m \u001b[43m \u001b[49m\u001b[43mrobust_kwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 69\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i, m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28menumerate\u001b[39m(mrq)])\n\u001b[1;32m 71\u001b[0m scaling_ranges \u001b[38;5;241m=\u001b[39m sanitize_scaling_ranges(scaling_ranges, mrq\u001b[38;5;241m.\u001b[39mj2_eff())\n\u001b[1;32m 73\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(scaling_ranges) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n", + "File \u001b[0;32m~/Multifracs/pymultifracs/pymultifracs/mfa.py:106\u001b[0m, in \u001b[0;36mmf_analysis\u001b[0;34m(mrq, scaling_ranges, weighted, n_cumul, q, bootstrap_weighted, R, estimates, robust, robust_kwargs, idx_reject)\u001b[0m\n\u001b[1;32m 103\u001b[0m hmin, _ \u001b[38;5;241m=\u001b[39m estimate_hmin(mrq, scaling_ranges, weighted, idx_reject)\n\u001b[1;32m 105\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m hmin\u001b[38;5;241m.\u001b[39mmax() \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m--> 106\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 107\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMaximum hmin = \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mhmin\u001b[38;5;241m.\u001b[39mmax()\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m <= 0, no signal can be \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 108\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124manalyzed. A larger value of gamint or different scaling range\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 109\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m should be selected.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 111\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m hmin\u001b[38;5;241m.\u001b[39mmin() \u001b[38;5;241m<\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 112\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 113\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMinimum hmin = \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mhmin\u001b[38;5;241m.\u001b[39mmin()\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m <= 0, multifractal analysis \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 114\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot be applied. A larger value of gamint) should be \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 115\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mselected.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mValueError\u001b[0m: Maximum hmin = 0.0 <= 0, no signal can be analyzed. A larger value of gamint or different scaling range should be selected." + ] + } + ], "source": [ - "dwt, lwt = mfa.mf_analysis_full(X,\n", - " j1=2, j2=8,\n", + "dwt, lwt, = mfa.mf_analysis_full(X,\n", + " scaling_ranges=[(2, 8)],\n", " q=np.array([2]),\n", " n_cumul=2,\n", + " p_exp=np.inf,\n", + " gamint=1\n", ")" ] }, @@ -468,7 +515,7 @@ "outputs": [ { "data": { - "image/png": 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KUuSIUXI2bSpJCggLtzYgAAAAcAHUi0KtNg4fPqylS5fqr3/96yn32blzp8aOHauAgAD99Kc/1dixY+swIQAAAAAAjY9pmirdsUNVebnydO8pW1CQyvbuUWhqf4X2TZUrIVHGaf6CLAAAANDQ1UmhNnbsWGVnZ590bMmSJbLb7ac9x7Rp05SWlqbIyMiTjiclJWnBggUKCQnRnj17dOONN6pJkybq16/fGWWNivKc0f6Av4qJCbE6AoA6xrwH/A/zHvAvP57zJfsP6PCChTq8YKFKs/crsEms4ocNlGEYinnhGRmGYVFSAOcL/64H/AtzHjg3dVKoTZ069ZzPMWXKFN1///2nHPd4/leEtWrVSkOHDtXq1avPuFDLySmU12uedU7AH8TEhOjw4QKrYwCoQ8x7wP8w7wH/8uM5n/PxNOV8PE0yDAW176AmGSPl6dFLR44UWhcSwHnFv+sB/8KcB07PZjNqXHTVIB75uHr1ahUUFCg9Pf2U+xw6dEgxMTEyDEPHjh3T4sWL9Zvf/KYOUwIAAAAA0PAUfbtBRycvVuH+g2oy7mcKbNVK7qRkGQ6nQvr0kSMyyuqIAAAAgOXqRaE2Y8YMPf7448rPz9fcuXM1adIkvfrqq0pMTJR0fHXamDFjTng05LPPPqvY2Fhde+21yszM1DvvvKOAgABVVVVpzJgxGjp0qBWXAwAAAABAvWZWVqpo7TfaOH2K5q/8UnbD0KjYpirasE6BrVopKCFRQQmJVscEAAAA6g3DNE2eb/gDPPIROD2WiAP+h3kP+B/mPdD4mJWVqszN1aHyMs2eOUMzXntZ24uOP8LRkPRazxS1vvJqRY661NqgAOoE/64H/AtzHji9RvHIRwAAAAAAcObMqiqVbN6kzVmzNXf+XC3LPaotuUd9426XSz08IRoaHatgp0tB7TtYmBYAAACovyjUAAAAAABohDZO+UCfvfWGlhzYp61FRb7tQUFuDRw4WBkZI9Wv3wCZ+/bKtneHvC0v4jGPAAAAwClQqAEAAAAA0MCZpqnSHdu1bU6WVsqruYsWaO3aNb7xoKCgH5RoaXK5XP87OCFRMX278xgoAAAAoAYUagAAAAAANECmaapsz25ty8rUnKyZ+mLPbm357p1okuRyHS/Rhg0brv790xUUFGRhWgAAAKBho1ADAAAAAKAB8ZaV6fCxXM3+ZJpmvPayNlcr0VxKTz9eog0YMJASDQAAADhPKNQAAAAAAKjnyg8e0Pa5Wcr6bIaWHDqgbw8d9I0FBgYqLW2QMjJGKi0tXUFBbguTAgAAAI0ThRoAAAAAAPXU9pmf6rN33tSi7Vu1qfB/7zhzuVwaMCBdw4aNVHr6QEo0AAAA4AKjUAMAAAAAoJ6oPJarHXPnakVxgebMm6uvvlol0zQlSYFOpwakDfxuJdpAud3BFqcFAAAA/AeFGgAAAAAAFqrMz9eueXOV9ck0Ldi0QRsLCmR+N+Z0OjVgwEBlZIxQWtpABQd7LM0KAAAA+CsKNQAAAAAA6phpmsrJOaLMaVM047+v6NuC/P+VaA6H+n9XoqWnD6JEAwAAAOoBCjUAAAAAAOpAVUmJ9iycp8xpU/TFnt1au2+P73GOjgCH+g9I17BhIzRw4GB5PJRoAAAAQH1y2kKtsrJSy5Yt09atW1VYWCiPx6PExET17dtXAQH0cQAAAAAA1GTPFws06523NX/t19qQn+dbieZwONS/f5qGDRuh9PTBCgkJsTQnAAAAgFOrsRHbuHGjbr/9dpmmqfbt28vj8aiwsFCvv/66JOlf//qXOnToUCdBAQAAAABoCLwV5dq3dKmWHchW1pzZWrliubzfrUQLCAhQv9QByhg+UgMHDqFEAwAAABqIGgu1iRMn6sYbb9T1119/wtibb76pCRMmaMqUKRcsHAAAAAAADYFZWam9y5Yq86P3NP+rVVp3LNe3Ei0gIED9+/b3lWihoaGWZgUAAABw5mos1LZt26ZrrrnmpGNXX321nnzyyQsSCgAAAACAhiA3N1eZUz7Qp29M1rpjR+X9brvdblfqdyXaoEEXU6IBAAAADVyNhVqbNm30zjvvaPz48SeMvffee2rTps0FCwYAAAAAQH1jer068NUqZb7/jhZt36avtm9VVVWVpOMlWv8+/ZQxfKQGD75YoaFhFqcFAAAAcL7UWKj95S9/0R133KFXXnlF7du3V0hIiAoLC7Vp0ybZbDb961//qqucAAAAAABY5uDabzT77Tf0+ZdLtfZojqp+8E60/v3TNGzYCA0efLHCwsKtDQoAAADggqixUOvYsaNmz56t5cuXa+vWrSouLpbb7db48eOVkpIih8NRVzkBAAAAAKgzpmnqyKZNWrxxvbKyZmnZ0sWq8h5/oKPdZlNqn1QNH3EJJRoAAADgJ2os1CTJ4XBowIABGjBgQF3kAQAAAADAMoc3blTmO29o7pJFWnPksG8lmt1mV9+UvsoYcYkGDx6qiIgIi5MCAAAAqEunLdTee+89TZ06VVu2bPGtUGvbtq2uuOIKXX311XWREQAAAACACyY/P19zpnygT99+Q18fPugr0Ww2m/r0SlHGiEs0ZMgwSjQAAADAj9VYqD355JOaN2+ebrzxRnXo0MH3DrVvv/1WkydP1p49e3TvvffWVVYAAAAAAM6L3J07NPut17Vg4wat+HaDKisrJEk2w1BKz17KGHmZhgwZpsjISIuTAgAAAKgPaizUPvzwQ3388ceKjY2ttj0pKUlpaWkaPXo0hRoAAAAAoEE4tnePZr/1X81dME+r92er8gcr0VJS+iojY8R3JVqUxUkBAAAA1Dc1Fmrmd3+4AAAAAACgIco7clhfLF+mrKyZ+mLhfFV6vZKOr0Tr2a27RlxyuYYMGaqoqGiLkwIAAACoz2os1H7yk5/oZz/7mW666Sa1b9/e98jHjRs3avLkybrqqqvqKicAAAAAALWSf+igMt98XXM+z9KqfXtU8d1fFjUMQz27dNPwSy/XxRcPo0QDAAAAUGs1Fmr33XefWrVqpY8++khbt25VcXGx3G63EhMTdf311+uaa66pq5wAAAAAAJxSUVGh5k6bopnvva2Ve3b9r0SToR7deihjxCUaOjRD0dExFicFAAAA0BDVWKhJ0jXXXENxBgAAAACodwpzc5X11uua/81XWrbmK5WVlUmSDEndkzor49LLNXRohmJiYms+EQAAAACcxmkLtcrKSi1btkxbt25VYWGhPB6P2rZtqz59+igg4LSHAwAAAABw3hTmHdOcd95U1uyZ+nLXDlV89040wzDUvXtPDRs2QkOHZig2tonFSQEAAAA0JjU2Yhs3btTtt98u0zTVvn17eTweFRYW6vXXX5ck/etf/1KHDh3qJCgAAAAAwD8VFxdp0aKFysqapYXz5qi8qso31qV9Rw0fPUZDh45QkyaUaAAAAAAujBoLtYkTJ+rGG2/U9ddff8LYm2++qQkTJmjKlCkXLBwAAAAAwD8VFxZo7vvvKHPmp1q+bYvKv1uJJkmd27bXiNFjNTRjhJo0aWphSgAAAAD+osZCbdu2bad8f9rVV1+tJ5988oKEAgAAAAD4n5KSEs2fMV0zP3xPy7dsUtkPSrQuSZ2VMfJSDR2aoaZNm1mYEgAAAIA/qrFQa9Omjd555x2NHz/+hLH33ntPbdq0uWDBAAAAAACNX0lJieZP+UCff7lUi5YvU2lpiW8sqU2iho8eq4wRoyjRAAAAAFiqxkLtL3/5i+644w698sorat++vUJCQlRYWKhNmzbJZrPpX//6V13lBAAAAAA0EiUlJVowfYpmfTxNyzZtUOkP3onWuXMXDR00VMNGXqLmzVtYmBIAAAAA/qfGQq1jx46aPXu2vvzyS23ZskXFxcVyu90aP368UlJS5HA46ionAAAAAKABKysr0+LFi5SZOVML5sxWSWWlb6xj/EXKuPRyZYy8VC1atLQwJQAAAACcXI2FmiQ5HA71799f/fv3r4s8AAAAAIBGoqysTAs/+0Szpn6oJd+uV0lFhW+sQ+t4Db90tDIuGU2JBgAAAKDeO22hVpNJkybplltuOV9ZAAAAAAANXHl5uRZmztKsD9/T4nVrqq9Ea99RGSMuUUbGCEo0AAAAAA3KORVqK1asoFADAAAAAD9XXl6uRVmzNHfhPC1cvEiFhYW+sbYtWmr4qMs04vIr1LJlKwtTAgAAAMDZO6dC7aWXXjpfOQAAAAAADUh5ebkWz83SrI/e06I1X6n4h49zbN9RFw9I14gxV6pVq9YWpgQAAACA8+OcCjUAAAAAgP+oqCjXsmVLlZk5U5/P/kxF5eW+scSmzZUx8lKNGHulWreOszAlAAAAAJx/NRZqXq9Xr7zyilavXq22bdvqpptuUnh4uG/8lltu0aRJky50RgAAAACARSoqyrV04QLN/OBdLfp6lQpLS31jCU2aaljGSI38ydWKi7vIwpQAAAAAcGHVWKg99dRTWrp0qUaPHq0VK1ZozJgxevnll5WYmChJWrlyZZ2EBAAAAADUnYqKCi1bvEgz339HC1Z+qaLyMt9Y28R2yhg+UsOGDVd8fBsLUwIAAABA3amxUPv000/1/vvvKzY2VjfccIM+/PBD3XDDDfr3v/+t5ORkmaZZVzkBAAAAABdQwaaN+uLTj7V49y4t+mql8vLyfGMXxcRq6MXDNPLqn6pNmwQLUwIAAACANWos1AoKChQZGen7/U9+8hOFh4frlltu0XPPPSfDMC54QAAAAADAhVFRUaEVXy7TjP++ooWrVqqwqtI3lnBRGw3u1Ucj/++nSkhsa2FKAAAAALBejYVaXFyc1qxZo549e/q2DR06VE6nU3fccYfKf/ACagAAAABA/VdZWakVK5YrK3OW5syaofySEt9YS1eQUiOjNPKqa9Tjxl9YmBIAAAAA6pcaC7Xx48dry5Yt1Qo1SUpPT9czzzyjF1988YKGAwAAAACcu8rKSq1c+aVmfzJVny+Yr7zCAt9Yq/AIDe7RS91yctQy0CXDHqCW6YOsCwsAAAAA9VCNhdqYMWNOOZaamqrU1NTznQcAAAAAcB5UVlZq9eqVmvXpdM2dk6W8okLfWHxcvDKGj9KwocOV2LadDMNQybatKtm0UUHtOygoIdHC5AAAAABQ/9RYqAEAAAAAGo6qqiqtXr1CmZmzNGdOpnJzj/rGmgd7NCSlry756Xh16NX7hHdiByUkUqQBAAAAwClQqAEAAABAA3a8RFupzNmfaU7mLOXm5/nGWrVoqbT4Nhr1f9cpKS39hBINAAAAAFA7FGoAAAAA0MBUVVXpq69WKTNzpuZkztLRY7m+saauIA1NH6jLfn6b2rVrT4kGAAAAAOcBhRoAAAAANABVVVX6+uvVx0u0ObOVk5PjG2sS6NLAjp00YsyV6jrqMtmdTguTAgAAAEDjU+tCbfXq1erRo4ckadWqVerZs+cFCwUAAAAAkLxer77+erWysmYpK3OWjuQc8Y21bNFSGcNHKj2pi5L7piog2GNhUgAAAABo3GpdqN1222368ssvJUk333yzVq9efcFCAQAAAIC/8nq9WrPmK2VmztKcObN1+PAh31isM1AD4uKVMXyUeo/7mewul4VJAQAAAMB/1LpQM03zpL8GAAAAAJwbr9erb7752leiHTp00DfWLCZWfYI9GnpxhnqNvVKulq0sTAoAAAAA/qnWhdoPX2TNS60BAAAA4Nx4vV6tXbtGmZmzlJU1q1qJFuN0alCPXrr8zrvVqWMnGYYhw2azMC0AAAAA+LezWqEGAAAAADhzpml+V6LNVFbWbB08eMA3Fu10KjUqRkP69lOvyy5XcOeusjkcFqYFAAAAAHyv1oUaAAAAAODMmaapdeu+UWbmTM2Zk6n9+7N9Y02bNtOwYcPVNzRcSR06KqRnb9ndbgvTAgAAAABO5qwe+QgAAAAAOLXjJdpaZWUdX4n2wxItyulU34hIDeyQpMF//pscoaEWJgUAAAAA1MZZPfKRxz8CAAAAQHWmaWr9+nXKypqlzMyZ1Uq0mPAI9XYGakD8Reo1fKTCUvsrsHkLC9MCAAAAAM5ErQu1f//7375fv/TSS+c1xB//+EctXbpUTqdTbrdbEydOVOfOnSVJR44c0f333699+/YpMDBQf/7zn9W1a9eTnueFF17Q1KlTJUljx47VHXfccV5zAgAAAMAPmaapDRvWKStrtjIzZyo7e59vLNIZqEG9UnTZzb9U5w4dVbF3j1wJiTJsNgsTAwAAAADORq0LtZ49e/p+3atXr/MaIj09XRMmTJDD4dC8efN09913a86cOZKkp556Sr169dKrr76qlStX6r777tPs2bNPeATlihUrNGvWLM2YMUOSdNVVVyklJUW9e/c+r1kBAAAA+DfTNLVx4wZlZh5fibZv317fWERgoPqGRSg1JlY9BgxU5OAhcnfoKEkKaNvOqsgAAAAAgHNU60LtQho8eLDv1926ddOBAwfk9Xpls9k0a9YszZ07V9LxIs/pdGrt2rXq0qVLtXN89tlnGjNmjFwulyRpzJgx+uyzzyjUAAAAAJwz0zS1adO3ysycqczMWdq7d49vLDo6RkOHZqhbXr46RcUoLDVVnh69ZA8KsjAxAAAAAOB8qheF2g+99dZbGjRokGw2m3Jzc2WapiIjI33jzZo104EDB04o1Pbv36+UlJRq+61YseKMPz8qynP24QE/EhMTYnUEAHWMeQ/4H3+f98ffibZen3zyiWbMmKGdO3f6xiKD3OodEqrUyCiNe/8dBUVFyayqkmG3WxcYOEf+PucBf8S8B/wLcx44N3VSqI0dO1bZ2dknHVuyZIns3/2h89NPP9Unn3yit956qy5inVROTqG8XtOyzwcagpiYEB0+XGB1DAB1iHkP+B9/nfemaWrz5k3KzJyprKxZ2r17l28sIjRMKW63UsMilBR/kSL69lNIn1QVep0q9MN7hcbFX+c84M+Y94B/Yc4Dp2ezGTUuuqqTQm3q1Kmn3ScrK0tPP/20Jk+erOjoaElSRESEJOno0aO+VWr79+9X06ZNTzi+WbNm1Uq7/fv3q1mzZucjPgAAAIBGzDRNbdmy2Vei7dq10zcW7nZrUEqqLrluvLq0SdCxmZ8ptG+qXAmJJ7zXGQAAAADQeNWqUHv22WdrdbLf/OY3ZxVi3rx5+tvf/qbXXntNLVu2rDY2YsQIvfvuu7r99tu1cuVKlZaWKjk5+YRzjBgxQo8++qiuu+46SdK0adP00EMPnVUeAAAAAI2baZraunWzsrJmKzNzpnbu3OEbC3cHq09UtPoEudUpKlqxw0cpsncfSVKTceOtigwAAAAAsFCtCrVdu3YpMzNTycnJatGihbKzs7V27VplZGQoMDDwnEM8+OCDcjgc+vWvf+3bNnnyZEVEROjee+/Vfffdp2nTpikwMFCPP/64bDabJGnixIkaMmSILr74YvXp00cZGRm65JJLJEljxoyp9k41AAAAANi6dYtvJdqOHdt92yMiInTxxRnqvH+/2pWVKyQpWaF9UuXp0UM2V5CFiQEAAAAA9YFhmuZpXxh29913a8SIERo+fLhvW2ZmpmbNmqV//OMfFzRgXeMdasDp8cxlwP8w7wH/05jm/bZtW30l2vbt23zbw4I9Sm3eQimBLl36n1flDA5W6c4dCgiPUEB4uHWBAQs0pjkPoHaY94B/Yc4Dp3de3qG2cOFCPfnkk9W2DRkyRA8++OC5pQMAAACAC2D79m3flWiztW3bFt/2sNBQ9W3eSr0NQ52C3Apq0kQhfVJl/27cFX+RNYEBAAAAAPVarQq1uLg4vfXWWxo//n/vC3jnnXfUunXrCxYMAAAAAM7Ejh3bfSvRtm79X4kWEuzR4P5pGjHmSnVp2kwHn3tGnt4pCu2bKlebBBmGYWFqAAAAAEBDUKtC7dFHH9Wdd96pl19+WU2aNNHBgwcVEBCg559//kLnAwAAAIBT2rlzuzIzZykra5a2bNns2x7qCVG/xLbqbQ9QR1OK7NRZTfsNkGmaavPk0zICavVHIQAAAAAAJNWyUOvUqZNmz56tNWvW6NChQ4qJiVG3bt3kcDgudD4AAAAAqGbXrh3KzJytrKyZ2rx5k297SEiohgwZqh5FJWp7NEcBdrvcnZIU2jdVnu49JOn4ajTKNAAAAADAGar1nyQdDod69ep1IbMAAAAAwEnt2rVTWVmzlJk5S5s3b/Rt93g8GpDURf2iojXikT/JGehS7twsyZRCeqcoICzMwtQAAAAAgMaCv5oJAAAAoF7avXuXr0TbtOlb33aPJ0RpXbupT0iY2h09qoAqrxymZBQWSYEuRVw8zMLUAAAAAIDGiEINAAAAQL2xZ89uX4m2ceMG33aPx6NB6YOVMWKUOntCdfhfz8vuLFPIoCEK6Zsq10Vtjj/OEQAAAACAC4BCDQAAAICl9u7d812JNlPffvu/Ei04OFhpKanqF9tE7XNyFNWrj6LTB8usqpLzrnvk7tBJBu9DAwAAAADUAf70CQAAAKDO7du3V5mZs5SVNUsbNqzzbXe73Ro06GL1a9pM7Y8ckZmdLRUVy90pWa42CZIkw25XcHIXq6IDAAAAAPwQhRoAAACAOrFv315lZc1WVtYsrV+/1rfd7XYrfUC60tt10MXX36jAwEDtn/SiKlwuhfx0nEJ6pSggNNTC5AAAAAAAf0ehBgAAAOCCyc7epzlzZiszc5bWrfvGtz0oyK2B6QOVlthenUpKVLlhvcxly2RcNkZq0lRNb7qZxzkCAAAAAOoN/oQKAAAA4Lzavz/bV6KtXbvGtz0oyK2BAwcpI2Okusc2U86kf8m7fJm8IaEKGzRYoX1S5YhtIkmUaQAAAACAeoU/pQIAAAA4ZwcO7P/ucY4z9c03/yvRXK4gDRw4WIO691Ky6VVYfBuFpvZTVXGxyrp1V0hKX7k7dpJht1uYHgAAAACAmlGoAQAAADgrBw8eUFbWbGVmztQ333zt2+5yBSk9fZCG9O2vLna7ylevUvmcTJXYbHINc0iS7G63mt50s0XJAQAAAAA4MxRqAAAAAGrt4MGD3z3OcabWrPnKt93lcmnAgIEaNmSY0gcPUVCQW3se/5sKN2+SKyFRsT8dJ0/vFAWEhFqYHgAAAACAs0OhBgAAAKBGhw4dL9Gysmbrq69W+bYfL9HSNXTIMPUID1flV1+r6NMZcqYNlCTF/N+1sgW55YyNtSo6AAAAAADnBYUaAAAAgBMcOHBA778/xVeimaYpSQoMDNSAAenKyBipPh07qfTzz1U48zMdKymRPSxMYekDZXqrJEmuuHgLrwAAAAAAgPOHQg0AAACAJOnIkcOaMydTWVkztXr1/0o0p9N5/HGOw4Yr5aIEeYKDFdiqtSoOH9aRlV/K072nQvqmyt2xkwybzeKrAAAAAADg/KNQAwAAAPzYkSOHNXduljIzZ2r16pXVVqL165emjIwRSk3uIu/ab5S/dKlyPvpQZd17qvkdv5IjJkZtnn5eNofD4qsAAAAAAODColADAAAA/ExOzhFfibZq1QpfieZwONS/f7oGde2mtOZN5E7spLwF83Toow8lSa7Etoq9brxCevX2nYsyDQAAAADgDyjUAAAAAD9w9GhOtRLN6/VK+r5ES9OwYSPUv2eKKpct0dHPZihH0lH7DIVfPFRRY65QaJ9UOWJirL0IAAAAAAAsQqEGAAAANFJHjx7V559nKjNzllau/NJXogUEODRgQLoyMkZqQI/eMjesU+FXq3Vo+jTpu30kyVSl7G63IkddatEVAAAAAABQP1CoAQAAAI3I8RItS1lZs7Vy5XJVVVVJOl6ifb8SLTWxncKiouRs0lQl27dpz7tvy9m8hSJHXiJHdLQOvf2mzKoqGfYABbXvYPEVAQAAAABgPQo1AAAAoIE7dixXn38+R5mZM7VixQ9LtAANGDBQw4ZmqG/L1jI2b1LhF18o9+Pp8g4aoibjxssVf5Hi//J3OZs08Z3P2byFbHt3yNvyIgUlJFp1WQAAAAAA1BsUagAAAEADdOxYrubNm6vMzJn68stl1Uq0/v3TlTFsuAYPGaqQkFDtemiC8mZ8IsPhkDspWVGjxyi4a1dJkmGzVSvTJCkoIVExfbvr8OGCOr8uAAAAAADqIwo1AAAAoIHIyztWrUSrrKyU9H2JlqaLBwxUr/AI2TdvUvmKLxVy+RUyDEMRI0bJHuyWu1OybIGBFl8FAAAAAAAND4UaAAAAUI/l5+fp88/nKCtrlpYvX+or0ex2u/r1G6Bhw0aoT5NmqlwwT6Wfz1WpacoRHaPg7j1klpfLCAxU2IA0i68CAAAAAICGjUINAAAAqGfy8/O+W4n2fYlWIel4iZbat78Gde+hnkFutRo6XIHNm6vwq9XKqahQ1Ogx8nTvIWeLljIMw+KrAAAAAACg8aBQAwAAAOqB/Px8zZ9/vERbtmxJtRKtT0pfDUruop6BLtk3b1LVihXy2u0qS2ynwObNFdytuzzde1h8BQAAAAAANF4UagAAAIBFCgoKNH/+XGVlzdKSJYt9JZrNZlNKrxQN6dtfGVdcpXC3W9vuulOyByioc2d5uvdQcOcusruDJYnVaAAAAAAAXGAUagAAAEAdKigo0IIFn39Xon2hior/lWi9uvdUWkKiesom557dch08qMjISElSq99NkLNlK9kcDivjAwAAAADglyjUAAAAgAussLBQCxbMU1bWTC1evKhaida7dx9lZIxUl2O5MpYvl3bukrNpMwVnjKj2GEfXRW2sig8AAAAAgN+jUAMAAAAugKKi4yVaZuYsLVmySOXl5ZKOP56xR6dk9W/ZWj0qK9X5kT8rICxMhV+tVnmrOHm69ZCzaVOL0wMAAAAAgB+iUAMAAADOk6KiQi1cOF+ZmbO0ePHC6iVal27qGxGp7uXlCquolJGfL3enJHlLiqWwsGqr0QAAAAAAQP1CoQYAAACcg+LiomolWllZmaTjJVrXxLa6eMBAjbxuvMJtdu3608MK7pUiT7fuCk7qLJvLZXF6AAAAAABQGxRqAAAAwBkqLi7SokULlJk5U198Ub1E6xx/kVKjotWj0qtIh0Oh4RGKiYmVJCU8/bwMm83K6AAAAAAA4CxQqAEAAAC1UFJSrIULFygra5a++GKBSktLfWPduvVQRsYIdfjmG3mOHFFgq9YK7tZdnu49FNiqtW8/yjQAAAAAABomCjUAAADgFEpKirVo0UJlZc3SokXzq5VonZq3UB9PiPqEhivlxUmyOZwq6btNAaGhckTHWJYZAAAAAACcfxRqAAAAwA+UlJRo8eKFysycpYUL56u0tMQ3ltQmUb1NUykhoYoJCVVwUrI83Xv4xoPaJFgRGQAAAAAAXGAUagAAAPB7paWl1Uq0kpJi31j7mFhlDB+pS8bdoPDych2bN1eebj3k7thJNqfTwtQAAAAAAKCuUKgBAADAL5WWlmrJkkXKzJypBQuql2jtIqPUxx2svhFRat46TtGDhymkaTNJUtOf3WRVZAAAAAAAYBEKNQAAAPiNsrIyLV58vERbuHCeiov/V6IlJ3fRsKEZavfll2rRsqU83XrI072HnM2aW5gYAAAAAADUBxRqAAAAaNTKysq0ZMkXysqapQULPldRUZFvLCEkVKlh4RqQ0FZ9nvmnDMOQ95pxsrlcFiYGAAAAAAD1DYUaAAAAGp3y8nJfiTZ//txqJVrb2CZKcQSqX7PmatOnrzzdeyg4ubMMw5AkyjQAAAAAAHACCjUAAAA0CuXl5Vq69AtlZc3W/PlzVVhY6Bu7yB2skVf9n0Zdda1iTFOVBQVyt2svI4D/OwwAAAAAAE6PnyAAAACgwaqoKNfSpUuUmTnzJCWaW6kRUUrrmKS2A9IVlj5QjsgoSVKgVYEBAAAAAECDRKEGAACABqWiolzLli1VZuZMzZs3V4WFBb6x9u07atiQYeqSna22/dMU3L27nDGxFqYFAAAAAACNAYUaAAAA6r2KinItX77s/9u78zit6/ve++8ZmIEZ9k1EcYkLiIqi4k5YBuaaAXdTmzZJc9+P05pztycxyXnkNItt07S9m6Nt0yRN2qa5+4imIZu7sq+CCHHfEFlEVBRBBJEdZrnuP+BcajS4AdfAPJ9/ye87c/EZH34f8rhefL9XKaJt2bK5tHZcTW0u7HdEGi65PGf99z8r45QAAADA4UpQAwCgTWpqasqDD+6NaHNmZfNbItrxvXrnwh69UjdydIbUjUvtkFNT2clFjgAAAMCBIagBANBmNDU15aGHfpPp098Z0Y6pqcklf/hHabjsyhzTp286dO2aisrKMk4LAAAAtBeCGgAAZbUnoj2QmTOnZc6cmXnjjTdKa8d0rsmIE05K/bhCTmuYkOqjjkpFRUUZpwUAAADaI0ENAICDrrm5OQ899EBmTJ+SObNm5I2tW0prJ5xwUsaNHJ2L+g/IaY0TUtWrVxknBQAAABDUAAA4SJqbm/PIIw9lxoypmT17ZjZter20dnRNbUafdnrG/+Ef5fSx9WWcEgAAAOCdBDUAAA6Y5ubmPProw5l29x2ZM3d2Nm3bWlob2KNnRg45LeOvuDqnjq1Ph+rqMk4KAAAA8LsJagAA7FctLS159NGHMvWO2zJn3pxs2rattHZU126Z8AefTkPD+Jx00iCfhwYAAAAcEgQ1AAA+spaWljz60AOZcuuvMv/Rh7Nh44bS2lHdumXMuRdkwjV/kFMvuEhEAwAAAA45bSaofetb38qiRYtSXV2d2traXH/99Rk6dGhaW1vzxS9+McuXL0+nTp3Sp0+ffOtb38qxxx77jtf4l3/5l/z85z/PEUcckSQ5++yz881vfvNg/ygAAO1CS0tLHn1gUabc8ovc+8CivL59e2ntmGOOy7jRY1I/ZlyGnHWOiAYAAAAc0tpMUBs5cmS+8Y1vpKqqKnPnzs2Xv/zlzJo1K0ly5ZVXZsyYMamsrMzPfvaz/OVf/mVuvvnmd32dK6+8Ml/96lcP5ugAAO1GS0tLHnv0kcyaPT0zp0/Nhtc3ltYG9OiZsSNG5pI/+HROOf0MEQ0AAAA4bLSZoDZmzJjSPw8bNixr165Na2trKisrM3bs2Let/a6YBgDA/tfa2pqH5szMtNtuybzHHsnGnTtKawN69cq4kXUZf80fZMhpp4toAAAAwGGpzQS1t5o4cWJGjx6dysrKd12rq6v7nd87efLkLFiwIP369csXvvCFnHXWWQdyVACAw1Jra2senDopk392c+5/7tls3LWrtDagd580XnF16usbMmTIaSIaAAAAcNirKBaLxYPxG1111VVZs2bNu64tXLgwHTp0SLIniH3/+9/PxIkT07dv37d93Y9//OPMnDkzN998c2pqat7xOuvXr0/Pnj1TVVWV+++/P1/5ylcyZcqU9OrVa///QAAAh5mW5uYsuPOu3HnLLZm39Jmse+210tqAnj1z2RVX5MpPfjJnnOE6RwAAAKB9OWhB7f2YOXNmbrjhhtx0000ZOHDg29b+67/+K7feemtuvvnm9OzZ83293tVXX52vfe1rOe+88973DBs2bE1ra5v5VwJtUr9+3bJ+/ZZyjwEcRPb94auluTmPTJuSqXfelnlPPf62k2j9qjvlgl69c2Gfvjn/059Nn0suK+OkHGz2PbQv9jy0P/Y9tC/2PLy3ysqK9OnT9Xeut5krH+fOnZtvf/vb+clPfvKOmPbLX/4yv/71r98zpq1bty79+/dPkjzzzDN5+eWX87GPfexAjg0AcMhpbWnJk489mln3zsqMKZPy6sYNpbX+vfukvmFCRp85LN3vvDNpbUlFh46pPWVI+QYGAAAAKLM2c0LtggsuSFVVVXr37l16dtNNN6WqqirDhw/PUUcdlW7duiVJqqurc8sttyRJrr322lx33XUZOnRovvrVr+bpp59OZWVlqqqqct1112XUqFEfaA4n1OC9+Rst0P7Y94e+1paWPDJlUqbedVvmL34yr+3cWVo7olfvFBonpGHCZTn99Devc9yx8tnsWLY0NYNPSc2JJ5VrdMrEvof2xZ6H9se+h/bFnof39l4n1NpMUGsrBDV4b/4HDO2PfX9oKhaLWbz4qdz1L/+ceU8+lvVvjWi9+6Qw4dIUCuNz+ulnpLKysoyT0hbZ99C+2PPQ/tj30L7Y8/DeDpkrHwEA+Oham5vz6NTJmTljau5buSJr1rxcWuvXq1fqGy5JoXFCzjhjmIgGAAAA8D4JagAAh7jWpqY8Nm1ypt11e+YtfjKvvuUkWr9+R6S+vjH19Y0580wRDQAAAODDENQAAA5BrU1NeWbp05k1Z3am331H1mx4rbTWp2fP1BcmpGH8JTnzzLNENAAAAICPSFADADhEtDY15fGpkzLtrjsy7+kns+4tJ9H69OiZcQ3j09B4SYYNO1tEAwAAANiPBDUAgDasWCxm2TNP547v3Jh5i5/K2p07Smt9evbKuIbxKRTGZ9iws9OhQ4cyTgoAAABw+BLUAADamJbdu/Lk1CmZNW9O7nt2eV588YXSWq/uPVLfMD6Fhgk566xzRDQAAACAg0BQAwBoA1p27cqTUydnxj135t6nn8orbzmJ1rt3n4wdW0ih0Jizzx4uogEAAAAcZIIaAECZtOzcmZXPP5dZc2Zl6u23ZPVr60trPbt3z7j6xhQaJuTss4enY0d/bAMAAAAoF+/MAAAcRK27dmXx1MmZdvcdmffM4ry8482TaD27dc/YQmMKhfE555xzRTQAAACANsK7NAAAB8GKp5/KHd+5MfOWPJ2Xd2wvPe+x9yRafX1jhg8/T0QDAAAAaIO8YwMAcAC07tyRxdOmZM5vFuW+FcuycuWK0lqPbt1SN64hhcL4DB9+Xqqqqso4KQAAAADvRVADANhPWrZvz5LpUzPtnjsz/5mns/otJ9G6d++RsWPrU1/fmHPPPV9EAwAAADiECGoAAB9By/bteXHd2syaNT1TfvXzrHptfWmtW5euqRtXSEPD+Jx77gUiGgAAAMAhSlADAPiAWrZtyzPTp2T6pLszf+nTeWH7myfRunXpkrqxhRQaJuS8885PVVV1GScFAAAAYH8Q1AAA3qeVTz6eu777T5m3dEle2L6t9Lxrl66p23ud4wUXXCiiAQAAABxmBDUAgN+hZcuWLJ0xLfOeejzznlmSZcueKa11re2SMXsj2oUXXiSiAQAAABzGBDUAgLdo3rI5y2ZMz4xJd2X+smey6q0n0bp2zejRY1MoNOaCCy5OdbWIBgAAANAeCGoAQLvXsnVrXtn0embOnJbJE3+aZ19bX1qrranNmLqxKRTG58ILR4hoAAAAAO2QoAYAtEvNb2zKipnTM33S3blvxdKs3PbmSbTampqMHjNub0S7OJ06dSrjpAAAAACUm6AGALQrqx59JHf/y3cyf/lvR7TajBpdl0JhfC66aISIBgAAAECJoAYAHNaaXn89z86ckQUrl2fe009l8eInS2s1nTtn1OixpYjWuXPnMk4KAAAAQFslqAEAh52mjRuyctaMzJhyT+5bsTwrtm0trdXU1GbUqNF7I9rHRTQAAAAA3pOgBgAcFlq2bMn6bVszc+b0TLrp/8uyDa+V1jp36pxRo+tSX9+Qiy8emZqamjJOCgAAAMChRlADAA5ZTevX57k5M/ecRFv5bJZv3VJa69ypc0aOGpP6+oaMGDFKRAMAAADgQxPUAIBDzgu/+U3u+dfv5b7nns2yt0S0Tp065eMf33Od48c/PjI1NbVlnBIAAACAw4WgBgC0ebvXrcvzc2dl4StrMu/Jx/PYY4+U1jpVV+fjI0envn58Ro4cJaIBAAAAsN8JagBAm7R77St5fu7szJo6Ofc992yWbt2S4t61Tp06ZcSIkXtPoo1KbW2Xss4KAAAAwOFNUAMA2ozmLZuzadeuzJo1PXf/6F/zzOsbSxGtuqo6Iz4+KoVCYz7+8VHp0qVrWWcFAAAAoP0Q1ACAstr18st58d45mTltcu5/8YUs2bwpxeKejFZdVZ2LR4xModCYkSNHi2gAAAAAlIWgBgCUxYv33ZvJ//HvWfD8c1myZXPpJFpVVVUuvnhk6usbM2rUmHTtKqIBAAAAUF6CGgBwwBWLxex+aXVenDc3D23bmrkPP5hHHn4orcXWJHsi2kUXjUihMD4jR45Jt27dyjwxAAAAALxJUAMADohisZhdq1/MS/PuzazpU3L/C6uy+C0n0Tp2rMqIi0amUBifUaPqRDQAAAAA2ixBDQDYb4rFYlq2bMmWlpbMnjktd//r97N40+tp3bvesWPHXHjhxaWI1r1797LOCwAAAADvh6AGAHwkxWIxu55flZfvm5/ZM6bk/rVrs/j1DWlpaUmSdOjQISMuHJFCoTGjR48V0QAAAAA45AhqAMCHtnrm9Ey9+T9z/4sv5KnNb7ztJNrFF49ModCYMWPGpnv3HmWdEwAAAAA+CkENANinHSufzUvzVqXlqONSUVmZNffNz+MdKjN70YI88MCit51Eu/iCi1Jfvyei9ejRs7yDAwAAAMB+IqgBAL/T9hXL8/I/3ZgtO3fmoU0bs2jjhjy1ZXNaisUkeyLaRReNKEW0nj17lXliAAAAANj/BDUA4G2KxWJat23LttaW3POzmzNryeI8ueWNt0W0C849P4XC+IwZMy69eoloAAAAABzeBDUAIMViMbteeCGvLJiXOdOnZNGGDXn81XVpbm5KklQmGdqjZy75w8+k4ZOfFtEAAAAAaFcENQBo516ePi3TJ96cBS+syhOb3zyJVllZmfPPvzCjh52TMccelR6nnJGaE08q87QAAAAAcPAJagDQzuxa83LW3jc/T1Z1zKx5c7JwwX1pamlOsieinXfu+SkUGlNXV5/evfskSfr165b167eUc2wAAAAAKBtBDQDagd1rX8na++Zn7tRJue+5Z/P4G5vS/JaTaOfu/Uy0urpx6dOnb5mnBQAAAIC2RVADgMNUsbk523ftzOx77srd//6DPPHGpjTtjWgVFRUZPvy8FArjM3ZsvYgGAAAAAPsgqAHAYaTptfVZd/99mTv5nixc/2oeeXl1du/enWRPRDvnnHNTX9+YceMK6du3X5mnBQAAAIBDg6AGAIeBtXNmZ9avJ2b+0mfy2G+dRDvnnOGpr2/M2LGF9Ot3RJknBQAAAIBDj6AGAIeg5k2b8upv7s+TxWJmzZ6R+ffOye7m5iR7ItpZZ52TQmFPRDviiP5lnhYAAAAADm2CGgAcIpo3b876hfdn7j13Zv6Sp/LoG5uyu7W1tD5s2Nl7I1pD+vcX0QAAAABgfxHUAKANKxaL2blzZ+beeVvu/o9/y6NvvP62iHbmmWelUBifceMK6d//yDJOCgAAAACHL0ENANqYlu3b8tpvFuXeu+/MwlfX5oHnVmbnzh2l9TPOGFaKaEceOaCMkwIAAABA+yCoAUAb8dqi+zPnll/m3scfyyObNmbXW06inXHGmamvH5/6+gYRDQAAAAAOMkENAMqkdefOvP7E43l86+bMnDkt986emZ1NTaX1oUPPSH19Y8aNa8hRRx1dxkkBAAAAoH0T1ADgIGrdtSsbH304995xW+599KE8vHFDdr7lJNrppw8tRbSjjx5YxkkBAAAAgP9DUAOAg2DXrl2597ZfZ9JPfpyHN2zIjtaW0tqpp56eQmHPdY4iGgAAAAC0PYIaABwAxebmvP74Y5l3x61ZuHZNFi5dkm3btpXWhww5rRTRBg48poyTAgAAAADvRVADgP3o9Scez/xbf53ZDyzMQxvWZ0fLmyfRhgw5dW9EaxTRAAAAAOAQIqgBwEdQbGnJ1udW5rFX1mTGjKmZO31qtjXtLq2fMnhICg3jM25cQ4499rgyTgoAAAAAfFiCGgB8QMXW1mx+5unMv+2WzF64IA+uX5ftbzmJNnjQKSk07DmJJqIBAAAAwKGvzQS1b33rW1m0aFGqq6tTW1ub66+/PkOHDk2S/NEf/VHWrFmTrl27Jkk++9nP5hOf+MQ7XqOlpSV/93d/l/vuuy8VFRX53Oc+l2uuueag/hwAHL6amnZn/q2/zqSf/iQPvro2294S0QadPDj1hfEpFBpy3HEfK+OUAAAAAMD+1maC2siRI/ONb3wjVVVVmTt3br785S9n1qxZpfW/+Iu/yJgxY/b5Gvfcc09efPHFzJgxI5s2bcqVV16ZCy+8MAMHDjzQ4wNwGCoWi9m6Ynnuu/XXWbDmpSx48vFs3vxGaf3kkwbtPYnWkOOPP6GMkwIAAAAAB1KbCWpvjWXDhg3L2rVr09ramsrKyvf9GlOmTMk111yTysrK9O7dO+PGjcu0adPyJ3/yJwdiZAAOU1uffTbzb/1VZt93bx5Y+0q2tjSX1k466eQUCnuuc/zYx0Q0AAAAAGgP2kxQe6uJEydm9OjRb4tpN954Y77zne9k8ODB+V//63+lf//+7/i+V155JUcddVTp1wMGDMjatWs/0O/dp0/XDz84tCP9+nUr9wiw3xSLxWx7ZW0eWbE8kyZNyj233potu3eX1gedfHIuv+KKXHrppTn55JPLOGl52ffQ/tj30L7Y89D+2PfQvtjz8NEctKB21VVXZc2aNe+6tnDhwnTo0CFJMnny5Nxzzz2ZOHFiaf3GG2/MgAED0tLSkh/96Ef50pe+lF/84hcHZM4NG7amtbV4QF4bDhf9+nXL+vVbyj0GfGTbXnwxC275ZWbNm53frHk5W5rfPIl2wvEnpNA4IfX1jTnxxJNKz9vrf/v2PbQ/9j20L/Y8tD/2PbQv9jy8t8rKin0eujpoQe2OO+54z6+ZOXNm/vmf/zk33XRT+vbtW3o+YMCAJEmHDh3y2c9+Nj/4wQ/e9TrIAQMGZM2aNTnjjDOSvPPEGgA0Nzdn4R23ZtLPbs6il1e/LaIdf/zH0tCwJ6KddFL7PYkGAAAAALxdm7nyce7cufn2t7+dn/zkJxk4cGDpeXNzczZt2lQKbJMnT86gQYPe9bPVGhsbc8stt6RQKGTTpk2ZNWvW2066AdA+bX9lTRbe+qssWP1C5j30YF5/fWNp7bhjj0tD4yUpFBpz4oknp6KiooyTAgAAAABtUZsJal//+tdTVVWV6667rvTspptuSqdOnfK5z30uTU1NSZIjjjgi3/nOd0pfc+211+a6667L0KFDc8UVV+SJJ55IoVBIkvyP//E/cswxxxzcHwSANmHnurW5/9ZfZeasmVm0+oW80dxUWjvuuONTKIxPodCYk04aJKIBAAAAAPtUUSwWfWDYW/gMNXhv7lymrWravj2PP/1UZsyYmpl33Z5Nu3eX1o49+pgUxl+SQmF8Tj5ZRPug7Htof+x7aF/seWh/7HtoX+x5eG9t5jPUAOBA2LVhQxbe9qvMnDk9C19Y9baIdsxRR6cw/tIUCuMzaNBgEQ0AAAAA+FAENQAOOS0tLfnNXbdn6i8nZsGqldnU9OZ1jgMHHlO6znHw4CEiGgAAAADwkQlqABwSmjZvzqLbfp0Fq57L3EX3Zf369aW1o48ckIYJl6a+vjGnnHKqiAYAAAAA7FeCGgBtVtOWLXng9lszfdqkLHh2RV5vevM6x6OPHpj6+sYUCo0ZMuQ0EQ0AAAAAOGAENQDalJbm5jy1+MnMmD4l0267JRt37yqtDTiifwrjL0mhMD6nnnq6iAYAAAAAHBSCGgBl17x9ex686/ZMn3x37l/5bF7bsb20dmS/I1IYf2kKhfE57TQRDQAAAAA4+AQ1AMqiWCzmocn3ZMqvJua+ZUuz4S0n0Y48ckAKhcbU14/P6acPFdEAAAAAgLIS1AA4aFp278rDd9+Z+1Ysz+z5c/PKK2tKa/379E39+EvS0DAhp59+hogGAAAAALQZghoAB1RrU1MevueuTL/njsxfsjjrd715Eq1///4ZN66hFNEqKyvLOCkAAAAAwLsT1ADY74rFYpYsWZzpUyZl2m2/yqs7d5bW+vXqnULjJalvGJ8zzhgmogEAAAAAbZ6gBsB+0drcnMemTcm0O2/LfcuXZu3mN0prfXv12hPRChNy5pkiGgAAAABwaBHUAPjQisVinpgzK1N+9fPMe/LxrNu5o7TWt2+/1Nc3pFAYnzPPPEtEAwAAAAAOWYIaAO/LjpXPZseypel00slZ8fyqzFv8ZGbNnZXVq18sfU3vHj1SX5iQhvGXZNiws0U0AAAAAOCwIKgB8J62rVie+//mr7Jw/av5zesbs3bXm5+J1qd3n4ytG5eG8Zdm2LCz06FDhzJOCgAAAACw/wlqALyrYrGY5cuXZfqkuzL11l/mlR1vXufYs6Ym9RMuS8P4S3PWWeeIaAAAAADAYU1QA6CktbU1SxbMz9Rbfpl5SxbnpQ2vldZ6dKzK+b1756K+/TPur/82XQcNLuOkAAAAAAAHj6AG0M4Vi8U8s+j+TPnVzzP34Qfz8ratpbVevXpn3LhC6usbM6RnrzQ9uyI1g09JzYknlXFiAAAAAICDS1ADaKee+c2izH3kwcycNT2rVj1Xet6jS9eMHVefhgmX55xzzk3Hjm/5X4VTaQAAAABAOySoAbQjSx96MFN+8V+Z+9ADWb1lc+l5j+49UjdydBouvSLDh5/39ogGAAAAANDOeccU4DD33HMrM+2u2zLtjtvy4uY3Ss+713ZJXd24NFxyeYYPPy9VVVVlnBIAAAAAoO0S1AAOQysefzRTfv6z3PvU41n1yprS8241takbXZeGy67MueeeL6IBAAAAALwPghrAYeLZJ5/IlJ//NHMW3Z/n39hUet69e4/U1Y1LodCYc8+9QEQDAAAAAPiABDWAQ9hzS57O7Pvvy8yZU7N8+bLS866dazJm5Og0XnF1zjvv/FRVVZdxSgAAAACAQ5ugBnCIWfXMkkyeeHNm339fVr2+sfS8a5cuGXXhiDRecXUuuOBCEQ0AAAAAYD8R1AAOAS+++EKm3XFrpt11e57buKH0vEunzhkzui6FSy7PhRdeJKIBAAAAABwAghpAG/X8iuWZMvHm3PvYo1n+wqrS89pOnTL6oo+n4cqrc+GFI1JdLaIBAAAAABxIghpAG/Licysz+Wc3Zfb8e/Psa+tLz7t06ZLRo8emUGgU0QAAAAAADjJBDaDMXn7xhcycMyszZkzNkiWLS89rqqsz8vyL0nj17+Wiiz6eTp06lXFKAAAAAID2S1ADKIOXXnw+U37208y6d3aWv7qu9Ly2c+eMOOe8NH7imlx88UgRDQAAAACgDRDUAA6SNWtezvQ7bs20u+/IsnVrS887V1Vl1MdHp+HSK3LRRSPSuXPnMk4JAAAAAMBvE9QADqA1L63O1J//V+Y89ECeXrGs9LxzVdWek2hX/15GjBwjogEAAAAAtGGCGsB+9sqalzP1Fz/LzFnT88wra0rPO3euyahRYzKurj4jRo5OTU1NGacEAAAAAOD9EtQA9oN169Zm5szpmTlzWp544rHS804dO+bis4an8RO/l4+PGiuiAQAAAAAcggQ1gA9p3dpXMvVXP8/MGdPy9MurS887VVfnwqFnZvwnfj8jx4xNTU1tGacEAAAAAOCjEtQAPoBXX12X6Xfdnul33ZHFL71Yel7doUNGXDwyDZdcnpEjR4loAAAAAACHEUEN4D28+uq6TL/1V5m9cEGeePqpFIvFJHsi2gVDh2X8J67JqLH1qa3tUuZJAQAAAAA4EAQ1gHexfv2rmX7brzNjyqQ89eLzKe59Xl1dnREXj8y40XUZNa6QLl26lnVOAAAAAAAOPEENYK/XXluf2bNnZsaMqXn0kYdKEa2qskPOP31oxl/1exldaBTRAAAAAADaGUENaNc2bHgt0++4LdMn35Wnnl+V1r3XOVZ16JDzhpyWxit/L2MaJ6RrVxENAAAAAKC9EtSAdmfjxg2ZcfedmX73HXniuZVp3XsWrWNlZUZcNCINEy7LyJFj0q1btzJPCgAAAABAWyCoAe3Cxo0bM/OeOzN7/tw8/NgjaW1tTbInop0/+NQ0XnF16i65XEQDAAAAAOAdBDXgsPX6669n5qS7Mv3u2/PYsytK1zl27FiViy4akXEXfTx1l16R7t27l3lSAAAAAADaMkENOKxs2vR65syZlRkzpubBBxaVIlqHioqcP/iUNF5+dcZedkW6d+9R5kkBAAAAADhUCGrAIW/Tptcza+qkTL/r9jyybOmbEa2yMuedNCiNl12ZcVdeLaIBAAAAAPChCGrAIemNNzZl9tTJmXbXbXlk6TNpectJtIsuvDiFhgkZM2ZsevToWd5BAQAAAAA45AlqwCFj8+Y3MnvalMycOysPPvRAmpubkySVFRUZfuLJaZhwacZdfU169epd5kkBAAAAADicCGpAm7Z58xuZM2Napt15Wx5esjjNra1Jkg4dOuT8c89P3XkXpP4Tn0zv3iIaAAAAAAAHhqAGtDmbN2/OvffOzswZU7No4YJSRKusqMhZx5+QxsuuSOHq30+vXr3KPCkAAAAAAO2BoAa0CVu2bMnc2TMy7Y5b8uDip9Lc0pJkb0Q77vgUGiak8MlPpU+fvmWeFAAAAACA9kZQA8pm69ateyParXngySfS3Lo3oiU579zzU2gYn7q6+vTu3ae8gwIAAAAA0K4JasBBtXXr1sybOyszZk3PwoUL0tTUlGRPRDvzmGNTX9+Yxj/4dPoe0b+8gwIAAAAAwF6CGnDAbdu2NfPmzs7UO27Nbx5/NE17r3OsqKjIOWeelTFnnZPGP/xM+vY/ssyTAgAAAADAOwlqwAGxbdvWzJ9/b2ZMm5wFC+a/GdGSDD1qYBouvTyNv/+H6du3X3kHBQAAAACA9yCoAfvN9u3bMm/e3Ey/47YsfOzh7N57nWNFktMHHJX6uvo0fuaz6T/g6PIOCgAAAAAAH4CgBnwk27dvy/z592b6nbfl/ocfzO7m5iR7ItpZZ52TQqExdXX16e86RwAAAAAADlGCGvCB7Fj5bFbMWJoFa9fn3icfz4IF87Jz587S+qn9j8y40WMz4dOfzZHHHlfGSQEAAAAAYP9oM0HtW9/6VhYtWpTq6urU1tbm+uuvz9ChQ7N79+5cc801pa/buXNnVq9enYULF6Znz55ve43bb789f//3f5+jj95zndzAgQPzwx/+8GD+GHBY27Zsaf7r61/JT55/LrtaW0vPh55yakYPPSPjP/1/5ajjP1bGCQEAAAAAYP9rM0Ft5MiR+cY3vpGqqqrMnTs3X/7ylzNr1qxUV1fnrrvuKn3dTTfdlEWLFr0jpv0fF110Ub7//e8fpKmhfWjauCFr//PH2bFieZ7bsiW7WlszqEvXjDnvglz11etz5JEDyj0iAAAAAAAcMG0mqI0ZM6b0z8OGDcvatWvT2tqaysrKt33d7bffns9//vMHezxoF1p37cqOZ1dkx/Jl2bF8WWpOGZK+V1yVDt26pdi0O13PHp7/VlGRTx17XLpUd87Az38pNWIaAAAAAACHuTYT1N5q4sSJGT169Dti2lNPPZX169e/Lb79tgcffDBXXHFFunbtmmuvvTajR48+wNPCoavY0pKKDh2SJC9/7zvZtuTppKUlqaxM5+OOT8fu3ZMklVXVOfYbf5Uk6bXy2VS+tCqtAz+WmhNPKtvsAAAAAABwsFQUi8XiwfiNrrrqqqxZs+Zd1xYuXJgOe9/Unzx5cr7//e9n4sSJ6du379u+7q//+q/TqVOnfP3rX3/X19m4cWNqa2vTuXPnLFmyJNdee21++tOf5sQTT9y/Pwwcopq3bsvmZ57JG4ufzubFT6e1qSlnff+fkyTP//RnSZIep5+Wbqecko61NeUcFQAAAAAA2oyDFtTej5kzZ+aGG27ITTfdlIEDB75tbdeuXRkxYkQmTpyYQYMGva/X+8IXvpC6urpcddVV73uGDRu2prW1zfwrgY+kZevWVHbpkoqKirx2523ZOHlSUiymomPHdP7YCakZfEr6XH5lKn7rNOh76devW9av33KApgbaIvse2h/7HtoXex7aH/se2hd7Ht5bZWVF+vTp+jvX28yVj3Pnzs23v/3t/OQnP3lHTEuSGTNm5LjjjttnTFu3bl369++fJHn55Zfz+OOP50//9E8P2MzQ1jRv3rz388+WZvuyZdn98ks5/v/936nuf2RqTjw5fS67IjWDBqfzCSemsrq63OMCAAAAAMAhoc0Eta9//eupqqrKddddV3p20003pVevXkmS22+/PZ/4xCfe8X3XX3996urqMnbs2EycODGzZ88uXR/5P//n/8ypp556cH4AKIPmTZtS0bFjOnTtmq1PPpE1e69vrKiuTs2JJ6fbueelslPnJEmXoWeky9AzyjkuAAAAAAAcktrUlY9tgSsfacuaNm7IjmXLsn350uxYvixN69al7zWfTO+G8Wnesjmb75ufmsGnpPNxx6ei44Hr5Y6IQ/tj30P7Y99D+2LPQ/tj30P7Ys/DeztkrnwE3qnptfVp2b49nY89Lq27dmXV1/88aWlJZU1Nak4elB4jR6frGWcmSTp2657eEy4t88QAAAAAAHD4EdSgDdm9/tXsWPpMti9flh3LlqV544bUDBqcY/7866ns1ClH/rdrUz1gQDoNPCYVlZXlHhcAAAAAANoFQQ3KpFgspmntK9m1enW6nXd+kuTVn/00259enA7duqVm0ODUNI5P7eAhpe/pfv4F5RoXAAAAAADaLUENDqKm19Zn25NP7DmBtnxZWjZvTioqUnva6enQpUv6fuKaVHzyU6keMCAVFRXlHhcAAAAAAIigBgdMsbU1u19+KduXLUu34eemY8+e2fbUk3n15z9Lx169UzvktNQMHpzawaeksrY2SdL52OPKPDUAAAAAAPDbBDXYj1q2bMnmRffvPYG2PK3btyVJOvbskW7Dz0u3c89P7elDU9W3nxNoAAAAAABwiBDU4EMqNjdn54svZMeypak+6uh0PXNYWpuasv7Xv0zVEf3T9exzUjt4cGoGnZKqPn2SJB26dk2Hrl3LPDkAAAAAAPBBCGrwARSLxbw+bUq2L30mO55dkeKuXUmSnnXj0vXMYanq3Tsn/NN307FHz/IOCgAAAAAA7DeCGvwOrU2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" ] @@ -556,7 +603,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -576,7 +623,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -603,7 +650,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -651,7 +698,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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JfUREBDw9PREZGQlXV1d8+eWXUkOgAwICcPPmTdjb28PW1hYA4O3tjUGDBsHb2xuffvopnj17hsmTJzcpNn19ffz555/w9vbGqFGjEBQUBD6fD29vb6n9li5disjISLi7u+P69evYtm0bTExMAIgvaR45cgSdOnXCl19+CWdnZyxZsgS5ubkwMjICIO77OHjwIEpKSjB58mS4u7tj3759ktaag4MDnJ2dMWfOHNja2mL37t0Nxh0QEABzc3PMmDEDs2bNwsCBA+vkVF1xmFcvtBFCCEuuXr2KL774Aj/99BNMTU3ZDoeAWhKEEEIaQEWCEEKITHS5iRBCiEzUkiCEECITFQlCCCEyUZEghBAiExUJQgghMlGRIIQQIhMVCUIIITJRkSCEECITFQlCCCEyUZEghBAiExUJQgghMlGRIIQQIhMVCUIIITJRkSCEECITFQlCCCEyUZEghBAikzbbAbS0x49fQCQSL5FhaNgexcWlLEfEPsrDfygXYpQHMcoDoKXFQefO7WQ+r3ZFQiRiJEWi5jGhPNRGuRCjPIhRHhpGl5sIIYTIREWCEEKITFQkCCGEyKSQIrF+/XrY2dnBwsICt2/frncfoVCI0NBQODg4wNHREbGxsYoIjRBCSAMUUiTs7e1x6NAhdO3aVeY+CQkJuH//Ps6dO4cjR44gKioKDx8+VER4hMglKSkBLi52sLGxhIuLHZKSEtgOiZBWp5AiMXDgQPB4vAb3SUpKwoQJE6ClpQUDAwM4ODjgzJkzigiPkEYlJSVg9eqVEAjywDAMBII8rF69UmahoIJC1IXSDIEVCAQwMzOTPObxeMjPz2cxIqKO4uLiEB4eAYEgD1paXIhEQvB4ZvD19YerK1+y35Mnj5GdnY1797KRk5ONH36IQUVFudSxysvLERERhvbt9dGzZy+YmXWFtra2pKCUl4v3FwjyEBS0FDduXMfy5asU+nkJeV1KUyRaiqFhe6nHRkb6LEWiXDQ9D3FxcQgODsbjx48l20QiIQDxl3hw8DKcOnUc1dXVyMrKktpPR0cHVVVV9R73+fNnmD9/LgBAW1sbPXr0QG5urqRA/IdBbOwPiI39AV27dkVgYCDGjRvXsh+yiTT9nKhBeWiY0hQJHo+HvLw8WFtbA6jbspBXcXGp5OYYIyN9PHr0vEXjVEWamoekpARERW2CQJDX6L7V1dX47bffYGMzAHZ2jujZsxd69OglaSHw+aPqPY6JiSnWr/8G9+7l4N69bNy7l4OsrKwG3ys3Nxe+vr5YsWIlAgKWS7VgFEVTz4lXUR7Ed1y/+uO6NqUpEs7OzoiNjcWoUaPw5MkTnD9/HocOHWI7LKKiXr3kIw+GYbBnT0y9z/n6+tc5Xps2bbBgwSK8994AvPfeAMl2Fxc7uQrT06dPEBS0FEFBS+q95EWIMlBIx/WaNWvw0UcfIT8/H9OmTcPo0aMBALNmzUJ6ejoAwN3dHd26dcOoUaMwceJE+Pj4oHv37ooIj6iRmg7joKAlTSoQAGBqKntwhasrH8HBYeDxzMDhcMDjmSE4OKzeL3VfX38AHDnfVdzqbawjnBC2cBiGUauJS+hyU12akofmtB5qtGnTRuaXfnOsXRuK2Ngfmvw6LS0uGEYEU1Neq7YsNOWcaAzlQYUuNxHSHDX9Dvn5AnA4HIhEoia8mgOAaZVLPcuXr4KNzQC5+0Rq1O5MX716JQDQJSjCKmpJaAB1zUPTWw6tVxQak5SUgA0b1uLJkydNfm1rxKuu50RTUR4ab0lQkdAA6pSH5rYcar5op0zxYjUXTRlx9aqOHTu12GgodTonXgflgS43ETVR3y9xeX7ftHRfw+tydeVLYpEueFqSS02yPH36hC5BEYWjWWCJ0qu5rCTvpRotLW6jI5CUgasrH8nJKbhxIxNr1qxDmzZtGn1NeXk5oqI2KSA6QsSoJUGUXlTUJrn7HZSt5SCvmnjluRSVny+QaoW09kgootmoJUGUWs1keg1RlZZDY2paFuHhGxtsVXA4HISELJd7skFCXge1JIhSqf0L2cjIGAYGBg3ur6oth4bUfJb6RkPp6OiiqqoSlZWVUttrLkOpUx6IcqCWBFEar07HXVhYgH/+yYS19Xv1/rLu2LGT2hWIGq6ufFy8mIrw8I1Sd3mHhq4Fh1P/3dz5+QIFR0k0AbUkiNKQ1ffw6FEhgoPDNPIafO3RUDVk9VuYmpoqKiyiQahIEKUhq+8hP19Q75elpqpvskEAaNv2DRQUFMDExISlyIg6oiJBWPfy5Ut88816mc83NPGeJqo9EqqmZWVrOxRJSafh6emO0aPdkZLyo8a1ukjroCJBFK5257ShYRdwOBw8elSI4cM/xrVrV+tMxy2eVZXUVl/L6osvpmPevJk4dChaso3mgCKvizquiUK92jldVPQIjx4VYtq0mYiK2iH3dNykrp4936r3LnS6AY+8DmpJEIWS1Tl95kwSFixYTH0Pr6mgoP514WnkE2kuakkQhZL1ZUVfYi1DVv9N+/b6cs11RcirqEgQhfn1159lPked0y3D19e/zj0lWlpaeP78GVauDGzWgkxEs9HlJtLqGIbBgQN7ERn5NUxMTPD48WNUVFRInqfO6ZZT38gnHx8/5OU9xLZtm5GdfRfffLMFRkb6LEdKVAWtJ6EB2MxDeXm5ZF4hB4dRWL06AhcvprB2Y5wmnxP/+98FLF++BG+80Q579uxGjx4WbIfEOk0+H2rQokMafgIAis9D7SGuXK42qqur4OOzADNnzpU5pYSiaPo5cefOv/D390FBQT7c3Nxx5covGn0/haafD0DjRYL6JEiLenWIa3V1FXR0dNC1azfWCwQB+vR5GzExR9GrVy/ExcXSTLKkUVQkSIuqb4hrVVUVjdNXIh07dkJpaWmd7XQ/BakPFQnSohqaf4koj7w8+jsR+VCRIC2CYRjs3LlN5vM0xFW5mJmZ1bvdyMhYwZEQZUdFgrw2kUiEDRvWYtu2zXjvvQF1xunTEFflExgYWO8aHRUVFbh3L5uFiIiyoiJBXktVVSWWL1+KH36IwaRJU7B3bwzNv6QCxo0bV+fv5OOzAFpaWpg61QsZGX+zHSJREjQEVgO0Vh5evizD4sUL8MsvP8PX1x/Tp89W+hFMdE6IycrDvXvZmDt3Bp4+fYLIyG0YNGgIC9EpDp0PNASWtKCkpAS4uNjBxsYSTk4jMHGieJz9ypWrMWPGHKUvEKRxPXr0wv79P4DH6wpv71m4cOEc2yERllGRIHJ59f6HgoJ8PHjwAJ9++jnGj5/IdnikBZmYmGDv3oOwtHwHS5b44fjxo2yHRFiksCKRnZ0NT09PODk5wdPTEzk5OXX2KS4uxuzZs8Hn8+Hi4oKQkBBUV1crKkTSAFlTfP/vfxdYiIa0to4dO2HHjr2wtR2GsLBgLF3qJ2lFurjY0U13GkRhRWLVqlXw8vLC2bNn4eXlheDg4Dr7bN++Hb1790ZCQgJOnTqFmzdv4tw5au4qA5riW/O0bfsGvv12K6yt38O5c2fo7mwNpZAiUVxcjIyMDLi5uQEA3NzckJGRgZKSEqn9OBwOXrx4AZFIhMrKSlRVVdGi7krCyMio3u10/4N609HRwaNHBXW2093ZmkMhRUIgEMDExARcLhcAwOVyYWxsDIFA+leot7c3srOzMWzYMMl/77//viJCJA0oLCxAdbWwzna6/0Ez5OfTaneaTKnWkzhz5gwsLCwQHR2NFy9eYNasWThz5gycnZ3lPsarQ7lo3nyx5uahqKgIPj4zUV7+EgsXLsSRI0eQl5cHMzMzBAYGYty4cS0caeujc0JM3jyYmZkhNze33u3qkEt1+AytSSFFgsfjoaCgAEKhEFwuF0KhEIWFheDxpC9VxMTEIDw8HFpaWtDX14ednR2uXr3apCJB90nU1dw8PH36BLNmTcGDBw+wZctODBz4Ab74YrbUPqqWXzonxJqSBx8fP6xevbLOwIXu3XugsPCZSg99pvNBSe6TMDQ0hKWlJRITEwEAiYmJsLS0hIGBgdR+3bp1w6VLlwAAlZWVuHLlCt5++21FhEhe8fz5c8ybNwM5OdnYtGkrBg78gO2QCEtcXfl17s4eNuwjpKb+im+//YrWzlZzCrvjOisrC4GBgXj27Bk6dOiA9evX46233sKsWbMwf/58WFlZ4f79+1i1ahWKioogFAoxePBgLF++HNra8jd4qCVRV1Pz8OJFKebNm4mMjJv45pvN+Oijka0YnWLROSH2unlgGAbr1oXhyJHvMXu2N7y957dgdIpD5wOtTKfxJwDQtDy8fPkSX345G3/+eR0bNmyCvf2oVo5OseicEGuJPIhEIoSFBePEiWPw9fXHjBlzWig6xaHzofEioVQd14QdtZcb1dHRRWVlBcLDN6pdgSAtS0tLCytWhEqGw+rptcGkSVPYDou0MCoSGq5muo2aTsnKygro6OiwHBVRFVwuF2Fh61BVVYmvvoqAnp4eJkz4lO2wSAuiuZs0HC03Sl6XtrY2IiK+wscfj8TatSGIjz/OdkikBVGR0HA03QZpCTo6utiw4VsMGTIUoaErkJycyHZIpIVQkdBwHTp0rHc7TbdBmkpPTw+bNm3FgAEDsWJFAE0zriaoSGiw335LxbNnT6GlJX0a0HQbpLnatm2LzZu/wzvvWCEgYBG+/no9zR6r4qhIaKi7d7OwaNF8vPVWHyxfHkLLjZIW065de2zdugvGxsY4eHAfzR6r4mh0kwYqKSmGr+8c6OjoYPPm79C1azdaOIi0KH19fQiFdSeFrBkuSz9CVAcVCQ1TUVEBPz8fFBU9wu7dB9G1aze2QyJqqrCw7hTjAA2KUDV0uUmDiEQiBAcvQ1ran1i7dgOsrKzZDomoMVmDH2hQhGqhIqFBtm6NxNmzSViwYDEcHJzYDoeoOV9ff7Rp00ZqG4fDwZw5PixFRJqDioSGiI8/jj17dmDcuAmYOnUG2+EQDfDq7LGdO3cGwzC4fPkniEQitsMjcqI+CTVVez4mQ0NDFBcXY8iQoVi2LFil5/8nqsXVlS/VSX3gwF58880GREVtwoIFi1iMjMiLioQaenU+pqKiInA4HDg6OtO8TIRVkydPw/3797Bv3y507/4mxo2bwHZIpBF0uUkN1TcfE8Mw2L17O0sRESLG4XAQELACtrYfIjw8FKmpv7IdEmkEFQk1RPMxEWWmo6ODDRu+RY8evbB48QJkZd1hOyTSACoSaoiGHhJlp6+vj6io7dDT04Ov7xwUFxexHRKRgYqEGnJxcauzjeZjIsrGzKwrIiO/Q0lJMfz8fOpcIiXKgYqEmiksLEB8/HEYGRnD1JQHDoeDrl270nxMRCn172+FtWs34O+/07ByZSANjVVCNLpJjVRXV2PZskUoKyvDoUOx6N27DwBax5coN3v7UViwYDG+/XYjund/E/PnL2Q7JFILFQk1sm1bJP7443esXbtBUiAIUQVTpkzH/fs52Lt3J958swfGjh3Pdkjk/1GRUBOXLl3E3r27MH78RIwePYbtcAhpEg6Hg2XLgpGXl4s1a1aBxzPD4MG2bIdFQH0SaiEvLxcrVgTAwsISS5cuZzscQppFR0cHGzdG4s03e2LRovm4ezeL7ZAIqEiovKqqSgQELIRIJMTGjd9CT0+P7ZAIabaaobG6urrw9Z2Do0d/oJXtWEZFQsVt2vQV0tP/QmhoON58swfb4RDy2rp27YbIyG3IzxcgImI1rWzHMioSKuz8+bP4/vsD+PzzKbC3H8V2OIS0GCurd6Gv3wEMw0htr1nZjigOdVyrmNqzuwJAt27d4edHs2kS9fP06ZN6t9P0MopFLQkVUjO7a03zm2EYPHpUiB9/PMt2aIS0OJpeRjlQkVAh9c3uWlFRQc1vopbqW9lOPNcTTS+jSHS5SYXQ7K5Ek9RMI1NzeZVhGHTt2g1OTq4sR6ZZFNaSyM7OhqenJ5ycnODp6YmcnJx690tKSgKfz4ebmxv4fD6Kimh2yBrGxib1bqfmN1FXrq58JCen4MaNTISErMXdu1nYsWMr22FpFIW1JFatWgUvLy+4u7vj5MmTCA4OxoEDB6T2SU9Px5YtWxAdHQ0jIyM8f/4curq6igpR6ZmYmKKgIF9qG83uSjSFu/s4/PHHNeza9R3ee28Ahg4dxnZIGkEhLYni4mJkZGTAzU08hbWbmxsyMjJQUlIitd/+/fsxffp0GBkZARDfWEM3h4lduHAOaWl/wt5+lGRheR7PjGZ3JRqDw+EgKCgYb73VB8uXL6nzg4m0DoW0JAQCAUxMTMDlcgEAXC4XxsbGEAgEMDAwkOyXlZWFbt264fPPP0dZWRkcHR0xb948cDgcud/L0LC91GMjI/2W+RAsKi4uRnh4KKysrLBnz85mrVOtDnloKZQLMdXMgz727t0NFxcXrFixBLGxsa+9brtq5kFxlKrjWigU4tatW9i3bx8qKysxc+ZMmJmZYezYsXIfo7i4FCKR+AYcdZkie+nSADx9+gw7duzDkyflAJq2OIu65KElUC7EVDkPHTuaYMWKUAQFLcGqVWHw91/S7GOpch5aipYWp86Pa6nnFREEj8dDQUEBhEIhAHExKCwsBI8n3eFqZmYGZ2dn6Orqon379rC3t0daWpoiQlRaZ88m49y5ZMyb9yX69DFnOxxClIKrKx8TJnyK6Og9uHgxhe1w1JpCioShoSEsLS2RmJgIAEhMTISlpaXUpSZA3Fdx+fJlMAyDqqoqpKamom/fvooIUSkVFxchIiIU77xjhSlTZrAdDiFKZfHiZbC07IeVKwORm/uQ7XDUlsKGwIaEhCAmJgZOTk6IiYlBaGgoAGDWrFlIT08HAIwePRqGhoZwdXXF2LFj0adPH3h4eCgqRKXCMAzWrg1FWVkZwsLWQVtbqa4MEsI6PT09bNwYCYZhsGSJHyorK9kOSS1xmFdn0FJx6tInkZSUgKCgJfD3X/LarQhVzkNLo1yIqVMeUlJ+xMKFvvj0088RGLiySa9Vpzw0l1L0SZCmKSwswLp1a2Bt/R4mTZrKdjiEKDU7O0dMnjwVhw8fwtmzyWyHo3aoSCgZhmGwZs0qVFSUIywsQjJsmBAi2/z5i2Bt/R5Wr16Be/ey2Q5HrVCRUBJJSQmSFbguXboIe3sn9OjRi+2wCFEJOjo62LBhE3R0dLBkiV+diTBJ81GRUAK1pwCvkZJyjlbgIqQJTE15WLt2I27fvoX169ewHY7aoCKhBOqbApxW4CKk6T78cDhmzpyLEyeO4dSpE2yHoxaoSCgBmgKckJYzd+6XGDjwA4SHh+LOndtsh6PyqEgoAZoCnJCWo62tjXXrvka7du0xd+4MODmNgI2NJVxc7OgSbjM0qUi8ePEC+fn5ePHiRWvFo5HMzeveVU5TgBPSfF26GGHs2HEoKnqEgoJ8MAwDgSAPq1evpELRRI3exnv79m0cOXIEFy9eRF6eeG1lDoeDrl274qOPPoKnpycsLCwUEatays6+iytXLmPAgIEQCPKQny+AqSkPvr7+NAU4Ia8hKSmxzraavj76tyW/BouEv78/7ty5g9GjR2Pjxo3o3bs32rVrhxcvXiArKwvXrl3D4sWL0adPH2zaRJ2sTcUwDNatW4M2bdriq68iYWBgyHZIhKgN6utrGQ0WiTFjxmDkyJF1tnfs2BEDBgzAgAEDMGfOHPzvf/9rtQDV2YUL53D16q8ICFhOBYKQFmZqypMaVl57O5Ffg30S9RWI19mP/OflyzJ89dU6mJtbYMKEz9gOhxC14+vrjzZt2kht09bWob6+JmrS1KKXL19GZmYmysrKpLYvWLCgRYPSBHv27ER+vgAREV/RDK+EtIKafoeoqE3IzxdAR0cXDCPCu+/asByZapH722n16tVITk7G4MGD0bZt29aMSe3du5eD6Og9GD16DGxs3mc7HELUlqsrX1Is8vMF8PDgIzh4GXbtioaWFt0BIA+5i0RiYiJOnjxZZzU50jQMw2DDhnDo6urCz28x2+EQojFMTXlYvHgZQkKW48iRQ/jss8lsh6QS5C6lnTt3hr4+LRj+un766X/45ZdLmDvXF0ZGxmyHQ4hGcXcfh2HDPkZk5Ne4f/8e2+GohAYXHXrw4IHk/3/55RdcvHgRc+bMQZcuXaT26969e+tF2ETKvOhQeXk5xo0bjbZt38Dhw3HQ0dFRyPsqWx7YRLkQ0+Q8FBQUwMODj969++DUqXiUlJQ1/iI11tiiQw1ebnJ0dASHw0HtOnLx4kWpfTgcDjIzM18vSg2xb98u5OXlYteuaIUVCEKINBMTEwQELMeKFQHYvXs3xo3zYjskpdZgkfjnn38UFYfaSkpKkIyuYBgG1tbvYtCgwWyHRYhGGz16DM6fP4sNGzbAxmYIevV6i+2QlBZ177ei2utE1LTGbt36h+aOIYRlHA4HK1aEok2bNggOXgahUMh2SEqrwSLx5ZdfIi0trcEDpKWl4csvv2zRoNRFfetEVFRU0DoRhCiBLl2MEB4ejvT0v3DgwF62w1FaDV5u8vT0RGhoKEpLS/HBBx+gV69ekrmbcnJycPXqVXTo0AF+fn4KCle10NwxhCi3MWPGIC4uHtu2bcbw4SPQp8/bbIekdBoc3VQjLS0NP//8M27fvo3nz5+jQ4cOsLCwwMcff4x+/fopIk65KdPoJhcXu3rnjuHxzJCcnKKwONjOgzKhXIhRHsSMjPRx61YOxo93A49nhujowxo3qKSx0U1y9UlYW1vDyckJtra2GDx4MIYMGQIHBwelKxDKxtt7PjgcjtQ2WieCEOViYGCI5ctDkJFxE/v372Y7HKXT6B3XDMNg+fLliI+Ph6mpKYyMjFBQUIDCwkK4u7sjPDy8zhchEauqqgLDMOjcuTOePHlC60QQoqQcHJzg7OyKHTu24aOPRsLCou5CYJqq0SJx5MgRXL16FYcPH4a1tbVke1paGhYtWoTDhw/js89oFtNXlZeXY8eOrbC2fhfR0YepkBKi5AIDV+Latd8QHLwMMTFHoKOjy3ZISqHRy00nT57EihUrpAoEIL4EFRQUhJMnT7ZacKrs6NHvUVCQD1/fhVQgCFEBnTp1xooVobh1KxO7dm1nOxyl0WiRyMrKwqBBg+p9btCgQcjKymrxoFRdaWkp9u7dCVvbD+nGOUJUyMiR9nBzc8eePTuQmXmT7XCUQqNFQigUon37+nu+27dvD5FI1OJBqboDB/biyZMn1EFNiApaujQIBgYGWLkyEJWVlWyHw7pG+ySqq6uRmpoKWSNl5b1TMTs7G4GBgXjy5Ak6deqE9evXo2fPnvXue/fuXXzyySfw8vJCQECAXMdXFiUlxTh4cD8cHZ3Rr19/tsMhhDRRhw4dERy8Br6+czBy5FCUlb3Q6EEnjRYJQ0NDBAUFyXzewMBArjdatWoVvLy84O7ujpMnTyI4OBgHDhyos59QKMSqVavg4OAg13GVze7dO1BZWQEfn/lsh0IIaabnz5+By+XixYtSAIBAkIfVq1cCgMYVikaLRErK69/0VVxcjIyMDOzbtw8A4ObmhrCwMJSUlNQpMjt37sSIESNQVlZWZ5lUZZeXl4vY2B8wZswn6NmTJgwjRFVFRW2qc5WkvLwcUVGbNK5IKGSCP4FAABMTE3C5XAAAl8uFsbExBALp6Sn++ecfXL58GVOnTlVEWC1ux46t4HA4mDPHh+1QCCGvgabU+Y/cy5e2tqqqKqxcuRIRERGSYtIcr95ebmTUuqvpxcXFYd26dcjLE8/0OnLkSFhZmbfqezZHa+dBlVAuxCgPYvXlwczMDLm5ufVu17S8KaRI8Hg8FBQUQCgUgsvlQigUorCwUGq97EePHuH+/fuYPXs2AODZs2dgGAalpaUICwuT+70UOXdTzVTgtWd6/fXXK4iO/l6pmqQ0T89/KBdilAcxWXnw8fGr829bS4sLHx8/tcvba61M11IMDQ1haWmJxMREuLu7IzExEZaWllL9EWZmZrh69arkcVRUFMrKypR6dFP9U4Fr5nVLQtRJzb/fmgXD2rVrh9LSUo1cl15hiw6FhIQgJiYGTk5OiImJQWhoKABg1qxZSE9PV1QYLYquWxKivlxd+UhOTsGNG5n48cefweOZYf36NaiqqmI7NIWSa6pwVaLIy03KMhV4Y+jSwn8oF2KUB7Gm5CEl5TwWLvwSixcvw6RJU1o5MsVpkanCSf18ff3rdLLTVOCEqKeRI+3x4YfDsX17FIqKHrEdjsJQkXgN77//AUQiBm+88QY4HA54PDMEB4dRfwQhaojD4WDp0uWoqKjAt99+xXY4CqM0Q2BV0aFD0dDS4iA29hS6du3GdjiEkFbWo0dPTJ48DXv37sT48RNhY/M+2yG1OmpJNNOzZ09x7NhhjBrlQgWCEA0ya9ZcmJryEBERhurqarbDaXVUJJrpyJEfUFZWhmnTZrEdCiFEgdq2fQOLFgXg9u1/cOzYYbbDaXVUJJrh5cuX+P77Axg27GOYm1uwHQ4hRMEcHJwwePBQbNkSiZKSYrbDaVVUJJrh5Mk4PH5cgunTqRVBiCbicDgIDFyB8vKX2Lz5G7bDaVVUJJqoqqoK0dF78O67NhrRaUUIqV+vXm/h88+nID7+ONLS/mQ7nFZDRaKJzp07A4EgD9Onz6K1qwnRcLNnz4ORkTEiIlbLvQCbqqEiIaekpAS4uNhh+fIl0NbWxvPnpWyHRAhhWbt27bFoUQAyMzMQFxfLdjitgoqEHGpme62ZgqO6uhpr1gQjKSmB5cgIIWxzcnLFoEGDsWXLJjx58pjtcFocFQk51Dfba80qVYQQzcbhcBAQsAKlpaVq+Z1ARUIONNsrIaQhffq8jc8+m4S4uFjcvKmas1rLQkVCDqamvCZtJ4RonrlzfWFo2AUBAQvh4jISNjaWcHGxU/nL0lQk5DBz5tw622i2V0JIbe3bt8fIkfZ4+PABBAIBGIaBQJCH1atXqnShoCIhh5r+iC5dutBsr4QQmS5fvlRnm6r3X9IssI1gGAZHj34Pa+t3ceDAEbbDIYQoMXXsv6SWRCN++y0V9+7lYOJEL7ZDIYQoOXXsv6Qi0YgjR75H586d4ejozHYohBAl5+vrjzZt2khtU/X+S7rc1ICCgnxcvHgBU6bMgJ6eHtvhEEKUXE0/ZVTUJsnNt97evirdf0ktiQYcP34UDMPAw8OT7VAIISrC1ZWP5OQUpKT8grZt38Dff//NdkivhYqEDFVVlTh+/CiGDfuIVp4jhDSZgYEhJk+einPnkpGZeZPtcJqNisQraibyGzTIGsXFRXjrrT5sh0QIUVGTJ09Dp06dVHoILBWJWl6dyA8Ajhw5pNI3whBC2KOvr4/p02fj118v49q1q2yH0yxUJGqhifwIIS1t4kQvmJiYIirqGzAMw3Y4TUZFohZ1vBGGEMKuNm3aYM4cH6Sl/YWLF1PYDqfJqEjUoo43whBC2DdmzCfo0aMntmz5VuVWsKMiUYuvrz90dXWltqn6jTCEEPZpa2vDx8cPWVn/Ijk5ke1wmoSKRC2urnz07dsPHA6HJvIjhLQoB4dRsLTsh23bNqOqqpLtcOSmsCKRnZ0NT09PODk5wdPTEzk5OXX22bp1K0aPHg0+n49x48bh559/VlR4AIDS0lLcupUJD49PceNGJpKTU6hAEEJahJaWFnx9FyIvLxfHjx9lOxy5KaxIrFq1Cl5eXjh79iy8vLwQHBxcZx9ra2scO3YMCQkJCA8Ph7+/f53RRq3p/PmzqKioAJ/vrrD3JIRoDlvbDzFw4AfYufM7lJW9YDscuSikSBQXFyMjIwNubm4AADc3N2RkZKCkpERqv+HDh6Nt27YAAAsLCzAMgydPnigiRABAQkI8evToCSurdxX2noQQzcHhcDB//kKUlBTj0KGDbIcjF4UUCYFAABMTE3C5XAAAl8uFsbExBALZQ0vj4+Px5ptvwtTUVBEhIjf3If744xrc3MaCw+Eo5D0JIZrH2vo9jBhhj+jo3Xjy5DHb4TRKKWeB/e233xAZGYm9e/c2+bWGhu2lHhsZ6Te4f1xcHNatW4fc3FwAgLFx50Zfo4rU8TM1F+VCjPIgxkYegoOXw87ODm5ujnjx4gXMzMwQGBiIcePGKTyWxiikSPB4PBQUFEAoFILL5UIoFKKwsBA8Xt37D27cuIElS5Zg27ZteOutt5r8XsXFpRCJxHc1Ghnp49Gj5zL3rZmGo3a/R0REBHR03lCrDuvG8qBJKBdilAcxtvKQmvoHuFwuSktLAQC5ublYsmQJnj8vV/h3j5YWp86Pa6nnFRGEoaEhLC0tkZgoHh+cmJgIS0tLGBgYSO2XlpYGf39/bN68Ge+8806rx0XTcBBC2BAVtanOTXXK+t2jsNFNISEhiImJgZOTE2JiYhAaGgoAmDVrFtLT0wEAoaGhKC8vR3BwMNzd3eHu7o5bt261Wkw0DQchhA2q9N2jsD6J3r17IzY2ts72Xbt2Sf7/+PHjigoHgHi6jdozvtbeTgghrUWVvns0+o5rdVyPlhCi/Or77tHT01PK7x6lHN2kKLXXo83PF8DUlAdfX3+16rQmhCifV797GIbB0KHDlPK7h8Oo4gTnDWjK6CZNQXn4D+VCjPIgpix5WLTIF7/9dhVnzqSgXTvZI41ag1KMbiKEECLb1Kmz8Pz5M6Wc04mKBCGEsMzKyhoffDAEBw/uR2Wlcs0QS0WCEEKUwLRps/DoUSFOnz7FdihSqEgQQogSGDJkKCwt+2H//t1KtXodFQlCCFECHA4H06bNxr17OUhJ+ZHtcCSoSBBCiJKwt3dE9+49sG/fLijLwFMqEoQQoiS4XC6mTp2BjIybuHr1CtvhAKAiQQghSoXPHwsjIyPs27er8Z0VgIoEIYQoEV1dXXz++VRcvXoFf/+dznY4VCQIIUTZeHh4Qk+vDWbOnAwbG0u4uNghKSmBlVg0eu4mQghRRpcu/Q/V1dUQCqsBAAJBHlavXgkAil+USKHvRgghpFHiRYmqpbaxtSgRFQlCCFEyyrQoERUJQghRMrIWH2JjUSIqEoQQomSUaUE06rgmhBAlU3tRopplTidM+IyVRYmoJUEIIUrI1ZWP5OQUXLuWji5djJCdfZeVOKhIEEKIEtPR0cG4cRPwyy+X8PDhA4W/PxUJQghRcuPHe0JLSwuxsYcV/t5UJAghRMmZmJhg5Eh7xMcfQ3l5uULfm4oEIYSogIkTvfD06VP8+OMZhb4vFQlCCFEBgwYNRq9eb+HIke8V+r5UJAghRAVwOBxMnPgZ/v47DTdvKm52WCoShBCiItzcxkJHRwczZ36hsNlh6WY6QghRET//fBEikQgvX74EoJjZYaklQQghKkI8O6xQaltrzw5LRYIQQlQEG7PDKqxIZGdnw9PTE05OTvD09EROTk6dfYRCIUJDQ+Hg4ABHR0fExsYqKjxCCFF6bMwOq7AisWrVKnh5eeHs2bPw8vJCcHBwnX0SEhJw//59nDt3DkeOHEFUVBQePnyoqBAJIUSpsTE7rEKKRHFxMTIyMuDm5gYAcHNzQ0ZGBkpKSqT2S0pKwoQJE6ClpQUDAwM4ODjgzBnF3jhCCCHKytWVj+DgMPB4ZgAALS0trFgR2qqzwyqkSAgEApiYmIDL5QIAuFwujI2NIRAI6uxnZmYmeczj8ZCfn6+IEAkhRCXUzA779debIRKJYGBg0Krvp3ZDYA0N20s9NjLSZykS5UJ5+A/lQozyIKaqefjkEzeEhQXjxx+T4O7u2mrvo5AiwePxUFBQAKFQCC6XC6FQiMLCQvB4vDr75eXlwdraGkDdloU8iotLIRIxAMR//EePnrfMh1BhlIf/UC7EKA9iqp4HR0cXJCScQHa2AO3bt2/8BfXQ0uLU+XEt9Xxzg2sKQ0NDWFpaIjExEQCQmJgIS0vLOs0kZ2dnxMbGQiQSoaSkBOfPn4eTk5MiQiSEEJXD57ujvLwco0c7tNod2Aob3RQSEoKYmBg4OTkhJiYGoaGhAIBZs2YhPV08D4m7uzu6deuGUaNGYeLEifDx8UH37t0VFSIhhKiUBw/ug8Ph4OnTJ2AYRnIHdksWCg7DMEyLHU0J0OWmuigP/6FciFEexFQ9Dy4udpI1sGvj8cyQnJwi1zGU4nITIYSQlqeIO7CpSBBCiIpSxB3YVCQIIURFKeIObLW7T4IQQjRFzZ3WUVGbkJ8vgKkpD76+/i16BzYVCUIIUWGurnzVn5aDEEKIaqIiQQghRCYqEoQQQmSiIkEIIUQmteu41tLiNPhYU1Ee/kO5EKM8iGl6Hhr7/Go3LQchhJCWQ5ebCCGEyERFghBCiExUJAghhMhERYIQQohMVCQIIYTIREWCEEKITFQkCCGEyERFghBCiExUJAghhMik8kUiOzsbnp6ecHJygqenJ3JycurdLykpCXw+H25ubuDz+SgqKlJsoK1MnjwsXboU7u7ukv/69u2LCxcuKD7YViZPLoqLizF79mzw+Xy4uLggJCQE1dXVig+2FcmTh0ePHmHevHmSPJw8eVLxgbay9evXw87ODhYWFrh9+3a9+wiFQoSGhsLBwQGOjo6IjY1VcJRKjFFxkydPZuLj4xmGYZj4+Hhm8uTJdfZJS0tjXFxcmMLCQoZhGObZs2dMeXm5QuNsbfLkobbMzEzmgw8+YCoqKhQRnkLJk4s1a9Yw69atYxiGYSorKxkPDw/m9OnTCo2ztcmTh4ULFzJbtmxhGIZhiouLmY8//pjJy8tTaJyt7dq1a0xeXh4zcuRI5tatW/Xuc+LECWb69OmMUChkiouLmeHDhzMPHjxQcKTKSaVbEsXFxcjIyICbmxsAwM3NDRkZGSgpKZHab//+/Zg+fTqMjIwAAPr6+tDT01N4vK1F3jzUduzYMfD5fOjq6ioqTIWQNxccDgcvXryASCRCZWUlqqqqYGJiwkbIrULePPzzzz8YPnw4AMDAwAB9+/ZFcnKywuNtTQMHDgSPx2twn6SkJEyYMAFaWlowMDCAg4MDzpw5o6AIlZtKFwmBQAATExNwuVwAAJfLhbGxMQQCgdR+WVlZePDgAT7//HN88skn2LZtGxg1mtdQ3jzUqKysREJCAsaPH6/IMBVC3lx4e3sjOzsbw4YNk/z3/vvvsxFyq5A3D++88w6SkpLAMAwePHiAGzduIC8vj42QWSUQCGBmZiZ5zOPxkJ+fz2JEykOli4S8hEIhbt26hX379uHgwYO4dOmSWl57ldf58+dhZmYGS0tLtkNhzZkzZ2BhYYHLly/j0qVL+P333zXyl2NgYCCKiorg7u6OtWvXwtbWVlJYCAFUvEjweDwUFBRAKBQCEBeDwsLCOk1LMzMzODs7Q1dXF+3bt4e9vT3S0tLYCLlVyJuHGsePH1fLVgQgfy5iYmIwZswYaGlpQV9fH3Z2drh69SobIbcKefNgYGCAr776CqdOncL27dvx4sUL9OnTh42QWcXj8aRaUAKBAKampixGpDxUukgYGhrC0tISiYmJAIDExERYWlrCwMBAaj83NzdcvnwZDMOgqqoKqamp6Nu3Lxshtwp58wAA+fn5+OOPP8Dn8xUdpkLIm4tu3brh0qVLAMSX365cuYK3335b4fG2Fnnz8PjxY8moritXruD27duSfgxN4uzsjNjYWIhEIpSUlOD8+fNwcnJiOyzlwHLH+Wu7c+cO4+HhwYwaNYrx8PBgsrKyGIZhmJkzZzJpaWkMwzCMUChkwsPDGWdnZ8bV1ZUJDw9nhEIhm2G3OHnywDAMs23bNsbPz4+tMBVCnlzcu3ePmTp1KuPm5sa4uLgwISEhTFVVFZthtzh58nDx4kXG0dGRcXJyYj799FMmIyODzZBbRVhYGDN8+HDG0tKSGTp0KOPq6sowjHQeqqurmeDgYMbe3p6xt7dnDh8+zGbISoVWpiOEECKTSl9uIoQQ0rqoSBBCCJGJigQhhBCZqEgQQgiRiYoEIYQQmahIENKK7Ozs8Ouvv7IdBiHNRkWCEEKITFQkCCGEyERFgpBWlpmZCT6fj/fffx9+fn6oqKhgOyRC5EZFgpBWlpycjN27d+PChQu4desW4uLi2A6JELlpsx0AIepu8uTJkgWNRo4ciczMTJYjIkR+1JIgpJXVrIgIAG3btkVZWRmL0RDSNFQkCCGEyERFghBCiExUJAghhMhE60kQQgiRiVoShBBCZKIiQQghRCYqEoQQQmSiIkEIIUQmKhKEEEJkoiJBCCFEJioShBBCZKIiQQghRCYqEoQQQmT6P4H7VrLZ2nUyAAAAAElFTkSuQmCC", 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" ] @@ -691,7 +738,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -777,7 +824,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", 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", 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" ] @@ -824,7 +871,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -872,7 +919,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", + "image/png": 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", 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" ] @@ -933,9 +980,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:pymultifracs]", + "display_name": "ACHA", "language": "python", - "name": "conda-env-pymultifracs-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -947,7 +994,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.1" + "version": "3.10.13" }, "toc-autonumbering": false, "toc-showcode": false, diff --git a/notebooks/Figures.ipynb b/notebooks/Figures.ipynb index 5f45e13..dac8dfa 100644 --- a/notebooks/Figures.ipynb +++ b/notebooks/Figures.ipynb @@ -2,17 +2,26 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "id": "emotional-silicon", "metadata": {}, "outputs": [], "source": [ - "%matplotlib inline" + "%load_ext autoreload\n", + "%autoreload 2" ] }, { "cell_type": "code", - "execution_count": 245, + "execution_count": null, + "id": "dfb51aa4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 3, "id": "catholic-general", "metadata": {}, "outputs": [], @@ -29,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": 258, + "execution_count": 4, "id": "compatible-wonder", "metadata": {}, "outputs": [], @@ -41,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "tribal-output", "metadata": {}, "outputs": [], @@ -51,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "micro-panel", "metadata": {}, "outputs": [], @@ -61,7 +70,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "f71c6de2", "metadata": {}, "outputs": [], @@ -71,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 246, + "execution_count": 8, "id": "48db7159", "metadata": {}, "outputs": [], @@ -84,7 +93,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "raising-baking", "metadata": {}, "outputs": [], @@ -126,7 +135,7 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 11, "id": "5bdeba32", "metadata": {}, "outputs": [], @@ -163,7 +172,7 @@ }, { "cell_type": "code", - "execution_count": 236, + "execution_count": 249, "id": "0493eca5", "metadata": {}, "outputs": [], @@ -174,13 +183,13 @@ }, { "cell_type": "code", - "execution_count": 352, + "execution_count": 250, "id": "63f8c3c2", "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -190,13 +199,14 @@ } ], "source": [ + "idx = np.s_[6000:6512]\n", "plt.figure(figsize=(6, 2), layout='constrained')\n", "# plt.plot(X_mrw[0][:512] / X_mrw[0][:512].std())\n", "# plt.plot(X_mrw[1][:512] / X_mrw[1][:512].std() - 10)\n", "# plt.plot(X_mrw[2][:512] / X_mrw[2][:512].std() - 10 * 2)\n", - "plt.plot(X_mrw[:512] / X_mrw[:512].std(), color='C1')\n", + "plt.plot(X_mrw[idx] / X_mrw[idx].std(), color='C1')\n", "plt.gca().set(xticks=[], yticks=[], ylabel='Multifractal', xlabel='$t$',\n", - " xlim=(0, X_mrw[:512].shape[0]), ylim=(-6, 6))\n", + " xlim=(0, X_mrw[idx].shape[0]), ylim=(-6, 6))\n", "sns.despine()\n", "plt.savefig(figure_folder / 'multi.pdf')\n", "plt.savefig(figure_folder / 'multi.png')" @@ -204,79 +214,25 @@ }, { "cell_type": "code", - "execution_count": 300, + "execution_count": 251, "id": "f501ac26", "metadata": {}, "outputs": [], "source": [ "def bounding_polynomial(x_0, C, alpha, support):\n", "\n", - " return C * abs(support - x_0) ** alpha" - ] - }, - { - "cell_type": "code", - "execution_count": 304, - "id": "aaa5fdca", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/html": [ - "
crest
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"text/plain": [ "
" ] @@ -290,21 +246,23 @@ "# plt.plot(X_mrw[0][:512] / X_mrw[0][:512].std())\n", "# plt.plot(X_mrw[1][:512] / X_mrw[1][:512].std() - 10)\n", "# plt.plot(X_mrw[2][:512] / X_mrw[2][:512].std() - 10 * 2)\n", - "plt.plot(X_mrw[:512] / X_mrw[:512].std(), color='C1')\n", + "X_mrw_plot = X_mrw[idx] / X_mrw[idx].std()\n", + "plt.plot(X_mrw_plot, color='C1', zorder=20)\n", + "\n", "\n", "color=sns.color_palette('crest', n_colors=4)[0]\n", - "center = 220\n", + "center = 460\n", "range = 60\n", "support = np.arange(center-range, center+range)\n", - "plt.plot(support, bounding_polynomial(center, 1, .5, support), c=color)\n", - "plt.plot(support, -bounding_polynomial(center, 1, .50, support), c=color)\n", + "plt.plot(support, bounding_polynomial(center, 1, .9, support) + X_mrw_plot[center], c=color)\n", + "# plt.plot(support, -bounding_polynomial(center, .75, .6, support) + X_mrw_plot[center], c=color)\n", "\n", - "for alpha, color in zip([.5, .4, .3], sns.color_palette('crest', n_colors=4)[:-1]):\n", - " center = 420\n", + "for alpha, color in zip([.9, .7, .5], sns.color_palette('crest', n_colors=4)[:-1]):\n", + " center = 283\n", " range = 75\n", " support = np.arange(center-range, center+range)\n", - " plt.plot(support, bounding_polynomial(center, 1, alpha, support), c=color)\n", - " plt.plot(support, -bounding_polynomial(center, 1, alpha, support), c=color)\n", + " plt.plot(support, bounding_polynomial(center, 1, alpha, support) + X_mrw_plot[center-1], c=color)\n", + " # plt.plot(support, -bounding_polynomial(center, .75, alpha, support) + X_mrw_plot[center], c=color)\n", "\n", "plt.gca().set(xticks=[], yticks=[], ylabel='Multifractal', xlabel='$t$',\n", " xlim=(0, X_mrw[:512].shape[0]), ylim=(-8, 8))\n", @@ -449,44 +407,57 @@ }, { "cell_type": "code", - "execution_count": 357, + "execution_count": 10, "id": "d48030c1", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'X_mrw' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[10], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m dwt, lwt \u001b[39m=\u001b[39m mf_analysis_full(X_mrw, [(\u001b[39m3\u001b[39m, \u001b[39m10\u001b[39m)], gamint\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m, p_exp\u001b[39m=\u001b[39m\u001b[39m2\u001b[39m, q\u001b[39m=\u001b[39mbuild_q_log(\u001b[39m1\u001b[39m, \u001b[39m15\u001b[39m, \u001b[39m30\u001b[39m), )\n", + "\u001b[1;31mNameError\u001b[0m: name 'X_mrw' is not defined" + ] + } + ], "source": [ - "dwt, lwt = mf_analysis_full(X_mrw, [(3, 10)], gamint=1, p_exp=2, q=build_q_log(1, 15, 30))" + "dwt, lwt = mf_analysis_full(X_mrw, [(3, 10)], gamint=1, p_exp=2, q=build_q_log(1, 15, 30), )" ] }, { "cell_type": "code", - "execution_count": 359, + "execution_count": 13, "id": "e60d482f", "metadata": {}, "outputs": [], "source": [ "from pymultifracs.viz import plot_coef\n", - "from pymultifracs.wavelet import wavelet_analysis" + "from pymultifracs.wavelet import wavelet_analysis\n", + "from pymultifracs.mfa import mf_analysis" ] }, { "cell_type": "code", - "execution_count": 360, + "execution_count": 14, "id": "ed1cf44a", "metadata": {}, "outputs": [], "source": [ - "WT = wavelet_analysis(X_mrw, p_exp=2, j1=3, j2=10, gamint=1)" + "WT = wavelet_analysis(X_mrw, p_exp=2, j1=2, j2=None, gamint=1, j2_reg=11)" ] }, { "cell_type": "code", - "execution_count": 366, + "execution_count": 397, "id": "c5b55bee", "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -496,14 +467,60 @@ } ], "source": [ - "fig, ax = plt.subplots(figsize=(8, 3))\n", - "plot_coef(WT.wt_coefs.values, 3, 10, leader=False, ax=ax)" + "fig, ax = plt.subplots(figsize=(8, 3), layout='constrained')\n", + "plot_coef(WT.wt_coefs.values, 3, 10, leader=False, ax=ax, gamma=.7, vmin=0)\n", + "ax.set(title='Wavelet coefficients', xticks=[])\n", + "fig.savefig(figure_folder / 'coefs.png', dpi=600)" ] }, { "cell_type": "code", - "execution_count": 354, - "id": "b0d159ef", + "execution_count": 399, + "id": "664e0556", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(8, 3), layout='constrained')\n", + "plot_coef(WT.wt_leaders.values, 3, 10, leader=False, ax=ax, gamma=.7, vmin=0)\n", + "ax.set(title='Wavelet $p$-leaders', xticks=[])\n", + "fig.savefig(figure_folder / 'pleaders.png', dpi=600)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "76981b78", + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs.viz import plot_cm" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "4129cfc6", + "metadata": {}, + "outputs": [], + "source": [ + "lwt = mf_analysis(WT.wt_leaders, [(2, 11)], n_cumul=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "bb8799f1", "metadata": {}, "outputs": [ { @@ -511,71 +528,166 @@ "output_type": "stream", "text": [ "\u001b[1;31mSignature:\u001b[0m\n", - "\u001b[0mmf_analysis_full\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0msignal\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mscaling_ranges\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mnormalization\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mgamint\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m0.0\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mweighted\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mwt_name\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'db3'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mp_exp\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mq\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mn_cumul\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m3\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mbootstrap_weighted\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mestimates\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'scm'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", - "\u001b[0m \u001b[0mR\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0mplot_cm\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mcm\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mind_m\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mj1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mj2\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mscaling_range\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mC_color\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'grey'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mfit_color\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'k'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mplot_legend\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mFalse\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mlw_fit\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mplot_fit\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mC_fmt\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;34m'--.'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mlw_C\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0moffset\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0mplot_CI\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mTrue\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[0msignal_idx\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", + "\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mC_kwargs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n", "\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mDocstring:\u001b[0m\n", - "Perform multifractal analysis on a signal.\n", - "\n", - ".. note:: This function combines wavelet analysis and multifractal analysis\n", - " for practicality.\n", - " The use of parameters is better described in their\n", - " respective functions\n", - "\n", - "Parameters\n", - "----------\n", - "signal : ndarray, shape (n_samples,)\n", - " The signal to perform the analysis on.\n", - "j1 : int\n", - " Minimum scale to perform fit on.\n", - "j2 : int\n", - " Maximum sacle to perform fit on.\n", - "normalization : int\n", - " Norm to use, by default 1.\n", - "gamint : float\n", - " Fractional integration coefficient, by default set to 0.\n", - " To understand how to specify gamint, see ~\n", - "weighted : str | None\n", - " Whether to perform a weighted linear regression, by default None.\n", - "wt_name : str, optional\n", - " Name of the wavelet to use, following pywavelet convention,\n", - " by default Daubechies with 3 vanishing moments.\n", - "p_exp : int | np.inf | None\n", - " Value of the p-exponent of the wavelet leaders, by default None.\n", - "q : list (float)\n", - " List of values of q to perform estimates on.\n", - "n_cumul : int, optional\n", - " [description], by default 3\n", - "minimal : bool, optional\n", - " [description], by default False.\n", - "\n", - "Returns\n", - "-------\n", - "MFractalData\n", - " The output of the multifractal analysis\n", - "\n", - "See also\n", - "--------\n", - "mf_analysis\n", - ":obj:`~pymultifracs.wavelet.wavelet_analysis`\n", - "\u001b[1;31mFile:\u001b[0m \\\\ad.helsinki.fi\\dept\\nttk_palva\\projects\\merlin\\pymultifracs\\pymultifracs\\mfa.py\n", + "\u001b[1;31mDocstring:\u001b[0m \n", + "\u001b[1;31mFile:\u001b[0m \\\\ad.helsinki.fi\\dept\\nttk_palva\\projects\\merlin\\pymultifracs\\pymultifracs\\viz.py\n", "\u001b[1;31mType:\u001b[0m function" ] } ], "source": [ - "?mf_analysis_full" + "?plot_cm" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "44f895f3", + "metadata": {}, + "outputs": [], + "source": [ + "def get_palette_from_color(color, as_cmap=True, n_colors=5):\n", + "\n", + " color_rgb = mpl.colors.colorConverter.to_rgb(color)\n", + " colors = [sns.utils.set_hls_values(color_rgb, l=l) # noqa\n", + " for l in np.linspace(1, 0, 12)]\n", + " return sns.blend_palette(colors, as_cmap=as_cmap, n_colors=n_colors)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "e5c7fe64", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(2, 1, layout='constrained', sharex=True, figsize=(6, 4))\n", + "plot_cm(lwt.cumulants, 0, 1, 12, 0, ax[0], C_color=get_palette_from_color('C0')(.4), fit_color=get_palette_from_color('C0')(.8))\n", + "plot_cm(lwt.cumulants, 1, 1, 12, 0, ax[1], C_color=get_palette_from_color('C1')(.4), fit_color=get_palette_from_color('C1')(.8))\n", + "ax[0].set(xlabel='')\n", + "ax[0].annotate(text='$c_1 = 0.8$', xy=(.75, .65), xycoords='axes fraction', va='top', size=20, c=get_palette_from_color('C0')(.8))\n", + "ax[1].set(xlabel='scale $j$')\n", + "ax[1].annotate(text='$c_2 = -0.05$', xy=(.75, .55), xycoords='axes fraction', va='top', size=20, c=get_palette_from_color('C1')(.8))\n", + "sns.despine()\n", + "plt.suptitle('Log-cumulants')\n", + "fig.savefig(figure_folder / 'cumul.png')" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "69fb40ea", + "metadata": {}, + "outputs": [], + "source": [ + "h = np.linspace(0, 1.5, 100)\n", + "\n", + "c2 = -0.05\n", + "c1 = 0.75 - c2\n", + "D = 1 - (((h - c1) ** 2) / (2 * abs(c2)))" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "a0700c57", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\dumemer\\AppData\\Local\\Temp\\8\\ipykernel_10080\\3329702245.py:8: UserWarning: FixedFormatter should only be used together with FixedLocator\n", + " plt.gca().set(ylim=(0, 1.1), xlabel='Regularity $h$', ylabel='Fractal Dimension $D(h)$', title='Theoretical Multifractal Spectrum', xlim=(0.3, 1.5),\n" + ] + }, + { + "data": { + "image/png": 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AAQPi3HPPjauvvjrjNV27do2bbrqpQXMWFxfHaaedFl//+tfjF7/4RVRVVaV+za985Stx7rnnxgEHHJD6tYCG8fDDD8cvfvGLjGqHDRsWv/71r6Njx45ZX2fHHXeMBx98ME477bSN/ntVV1cXo0aNitLSUv/eJGjUqFE5/dIPAOtiD1HY6urq4q677opbbrkl6xsXdt111zjvvPNip512SikdAAAANC2rVq1q7AgA0Kz42Zuf3n///TjnnHMy+lxiq622ip133jkGDBgQAwcOjB49ekT79u2jQ4cO0apVq1i5cmUsWbIkPv7443j//ffj7bffjldeeSU+/fTTTc45ZsyYGDRoUJx44omb3AuAwmIP0Xy5txLIlZMqoZl677334sYbb4znn38+8d6lpaVx7LHHxumnnx6dO3dOvH+m7r///rj++us3ukneYYcd4sYbb4ytt966gZKt20svvRQ33nhjvPvuu4n33nzzzeO0006LY489Nlq2bJl4f6BxvPbaa3HKKadkdNrtgAED4sEHH4y2bdtu0jVXrlwZw4cPz+g0pNLS0rjvvvti2LBhm3RNPv+ZdsUVV+S83tOUAPh39hCFbd68eXHuuefGuHHjslq35ZZbxqWXXhrf/va3U0oGAAAATdOhhx4aU6ZMWe/rpaWl0bNnz+jevXt07949OnXqFO3bt4/6+vqYM2dOvPrqq1FdXZ31df1tH4Dmys/e/LN8+fI4/PDD48MPP1xvTadOneLoo4+O/fbbL4YMGZL1Nerr66OysjJ+97vfxbPPPrtJB0a0bNkyHnrooRg0aFDOPQAoPPYQzZN7K4FNYagSmrk5c+bEU089FU8++WRGN7euT0lJSey6667xne98J/bdd9/o0KFDgilzN2/evHjooYfitddei1mzZsXixYujtLQ0Nt988xg2bFjss88+seeee0ZRUVFjR/2Xd955J5588sl45plnYs6cOTn3adu2bey5555x8MEHxze+8Q3DlNDEzJ49O4488shYvHjxRms7deoUjzzySGy11VaJXHvevHlx5JFHZvRkn27dusWYMWOia9euiVy7OZo6dWocffTRsXr16px7+MUfgH+yhyhsEyZMiDPOOCPrJyweddRRMWrUqGjfvn1KyQAAAKDp+udNmSUlJTFw4MDYYYcdYvvtt4++fftG7969o3v37hv8vHnp0qVxzjnnxCuvvJLVdf1tH4Dmys/e/HPhhRfG6NGj1/naZpttFieeeGKccMIJiX0O8e6778Zll10W48ePz7nHtttuG48//niUlJQkkgmA/GcP0fy4txLYVIYqgX+ZN29eTJw4MaZMmRJTpkyJOXPmxNKlS2PZsmWxdOnSKCoqig4dOkSHDh2iffv28ZWvfCUGDRoUgwYNisGDB0enTp0a+1tocj744IOYPHnyv96Tzz77LJYtWxbLli2L5cuXR8uWLaN9+/bRoUOH6NixY2y77bax/fbb/+t9KS0tbexvAUhBbW1tDB8+POM/Hl977bVxyCGHJJrhueeeix//+McZ1e62225x991359UAe6FYtWpVHHXUUTFt2rRN6uMXfwAi7CEK3WOPPRYXX3xx1NTUZLymR48e8fOf/zy+9a1vpZgMAAAAmrbbb789+vfvH1/96ldzHhRYtGhR7LHHHrFy5cqM1/jbPgDNlZ+9+eXVV1+Nk08+eZ2v7bbbbnHllVdGjx49Er9ubW1t3HzzzXHHHXfk3OOKK66Io446KsFUAOQze4jmxb2VQBJaNHYAIH/06NEjevToEXvttVdjR+H/169fv+jXr18cfPDBjR0FyCN33XVXxsMQu+22W+LDEBERe++9d+yzzz7x17/+daO1r776ajz44INx3HHHJZ6jqbvqqqs2+Zd+APgne4jCdd9998UvfvGLyObZaMOGDYtbb701Nt988xSTAQAAQNN3+umnb3KPzp07x7e+9a145plnEkgEAE2bn735Y82aNXHFFVes87UTTjghfvrTn0ZxcXEq1y4pKYlzzjknttpqq7j44ouz+ozkn2699dY45JBDolWrVikkBCDf2EM0L+6tBJKQzm8zAACkYvbs2XH77bdnVFtUVBTnn39+alnOO++8jP84fv3118e8efNSy9IUPf/88/HAAw986eutW7eOr3/9642QCIBCZg9RuG677ba48sors7pZ4OCDD47777/fQCUAAADkkZ122qmxIwBAs+Jn76Z78MEHY/r06V/6+g9/+MP42c9+ltpA5b87+uijc/7cau7cufHkk08mnAiAps4eIv+5txJIiqFKAIACcuWVV8aqVasyqt17771j4MCBqWXp06dPHHjggRnVLl26NG644YbUsjQ18+bNiwsvvHCdr40cOdIJxgBkzR6iMN19991x8803Z7XmrLPOiuuuu85TlwEAACDPbLnllo0dAQCaFT97N83q1avjzjvv/NLXjzzyyDj33HMbNMvJJ58c++23X05r//KXvyScBoCmzh4iv7m3EkiSoUoAgAJRVVUVL7zwQsb1J598coppsr/GmDFj4t13300xTdNQX18fI0eOjEWLFn3ptd133z2OP/74RkgFQCGzhyhMjzzySFx77bVZrRk1alT86Ec/SikRAAAAsCnatWvX2BEAoFnxs3fTPPLII/Hpp59+4Ws77bRTXHbZZY2S57LLLouOHTtmve61116LhQsXppAIgKbKHiJ/ubcSSJqhSgCAApHNKU39+/ePYcOGpZjmc4MGDYrtt98+o9q6urqsT1pqju666654/fXXv/T1rl27xpVXXtkIiQAodPYQhefVV1+Niy++OKs155xzTpx44onpBAIAAAA2WWlpaWNHAIBmxc/eTfOHP/zhC/+5ffv2ccMNN0TLli0bJU/nzp3jhz/8Ydbr1q5dG6+99loKiQBoquwh8pd7K4GkGaoEACgAb7/9drz55psZ1x911FEppvmiI488MuPaF198MaZMmZJimsL2zjvvrHdo5Morr4yuXbs2cCIACp09ROGZPXt2nHfeeVFbW5vxmh/96Edx2mmnpZgKAAAAAABoLt544414//33v/C1kSNHRq9evRop0eeOOeaYnE4Pmzx5cgppAICG5N5KIA2GKgEACsBvfvObrOr33XfflJJs2rXq6+vj3nvvTTFN4Vq+fHmMGDEi1qxZ86XXjj/++Nh9990bPhQABc8eorCsWrUqfvzjH0d1dXXGa4444og466yz0gsFAAAAAAA0K2PGjPnCfx42bFgcffTRjZTm/7Rv3z6nz7IMVQJAYXNvJZAWQ5UAAHlu4cKF8de//jXj+oEDB8aWW26ZYqIv6tGjRwwcODDj+qeeeioWLlyYYqLC9POf/zxmzpz5pa/37ds3Ro4c2fCBACh49hCF59prr42pU6dmXD9o0KC49NJL0wsEAAAAAAA0KzU1NfHcc8/96z8XFRXFxRdfHEVFRY2Y6v/stddeWa/5z1M3AYDC4t5KIC2GKgEA8tyYMWPW+YSd9dljjz1STLNu2Tzpp6amJkaPHp1emAL05JNPxqOPPvqlr7ds2TKuv/76aN26dSOkAqDQ2UMUlldffTX+8Ic/ZFzfsWPHuPnmm6O0tDTFVAAAAAAAQHNzzjnnxHbbbRcREQcddFAMHjy4kRP9n/Ly8qzXVFdXJx8EAGgQ7q0E0mSoEgAgzz3++ONZ1e+yyy4pJVm/nXfeOav6bL+npuzjjz+OSy65ZJ2v/eQnP4lBgwY1cCIAmgp7iMKxbNmy+NnPfhb19fUZr7n22mtj6623TjEVAAAAAADQ3LRq1SqOO+64+POf/xx/+MMf4txzz23sSF/QpUuX6N69e1Zr1qxZE6tWrUopEQCQFvdWAmkzVAkAkMfmzZsXkydPzri+pKQkdtxxxxQTrdvQoUOjuDjzreW0adNiypQpKSYqDLW1tTFixIhYsmTJl17bZZdd4gc/+EEjpAKgKbCHKCy33nprzJs3L+P6I444Ir797W+nmAgAAAAAAGjuKioqolevXo0d40tyybR06dIUkgAAaXFvJdAQDFUCAOSxl156Kav67bbbLtq3b59OmA1o3759bLvttlmteeaZZ1JKUzhuv/32qKys/NLXN9tss7j66quzGjIBgH9nD1E4pk2bFr/73e8yru/UqVOcf/75KSYCAAAAAADIX127dm3sCABAytxbCTQE/5IAAOSxF198Mav6QYMGpZRk43bYYYes6l9++eWUkhSGqqqq+NWvfrXO1y699NLYcsstGzgRAE2JPUThuOqqq2Lt2rUZ148YMSK6dOmSYiIAAAAAAID81aZNm6zXNMbDRQGA3Li3EmgohioBAPLU6tWr4x//+EdWa7bbbruU0mxcv379sqqfPHlyfPrppymlyW9Lly6NESNGRG1t7ZdeO+SQQ+Kggw5qhFQANBX2EIVj3Lhx8eqrr2ZcP2zYsDjqqKNSTAQAAAAAAJDf6uvrs6ovKSnJaRATAGh47q0EGlKLxg4AAMC6jRs3LlauXJnVmv79+6eUJvlr19fXx5tvvhnf+c53UkqUvy655JKYM2fOl77eq1evuOSSSxohEQBNiT1E4bj55puzqj/rrLOiqKgopTQAwD/NnDkzxo8fH++991589NFHMXv27Fi0aFGsXLkyVqxYEcXFxdGxY8fo2LFjbL311jF06NAYNmxYlJeXR0lJSWPHBwAAAGjSsv0crEePHiklAQCS5t5KoCEZqgQAyFNvv/121mu23XbbFJKkd+3KysomMRCRjUcffTT+8pe/fOnrxcXFcc0110T79u0bIRUATYk9RGEYP358vPHGGxnXDxkyJL72ta+lmAgAmq8VK1bEyy+/HH/961/jtddei0WLFm10zaeffhqffvppTJs2LV544YWIiNhyyy3ju9/9bhxzzDHRpUuXtGMDAAAANEvZDlX27ds3pSQAQJLcWwk0NEOVAAB5avLkyVnVt2rVKrp3755Smo3r2bNntGjRItauXZvxmsrKyhQT5Z8PP/ww/t//+3/rfO3UU0+NioqKBk4EQFNkD1EYfv/732dVf+qpp6aUBACar7fffjt+//vfx9NPPx2rV6/eYG1RUVG0adMmSktLY/Xq1bFixYov1Xz88cdx4403xm9/+9v42c9+Foceemha0QEAAACareXLl2dV35gPFwUAMuPeSqAxGKoEAMhTkyZNyqp+yy23jKKiopTSbFxxcXH06NEj5syZk/GaDz74IGpqaqJVq1YpJssPa9asifPOO2+dN10OGTIkzjzzzEZIBUBTZA+R/xYsWBDPPPNMxvV9+/aNvffeO8VEANC8vPjii3HbbbfFO++8s96awYMHx9e//vWoqKiIvn37Rq9evaKkpORfry9evDjGjRsXd911V4wfP/4La6urq+OCCy6I559/Pq655ppo3bp1at8LAAAAQHPz8ccfZ1U/dOjQdIIAAIlwbyXQWAxVAgDkoerq6qwGCyI+H4hobD179swq99q1a2PatGkxePDgFFPlh5tuummdN2u2bds2rrvuumjRwtYcgE1nD1EYHnnkkVizZk3G9cccc0wUFxenmAgAmoexY8fG9ddf/6UhyH9q27ZtHHfccXHUUUdF3759N9irY8eOsddee8W3vvWtOOaYY9b5YItnnnkmlixZEnfeeWfBPgwCAAAAIJ+sXr065s+fn3F9cXFxfP3rX08xEQCwqdxbCTQW/7oAAOShyZMnZ72mZ8+eKSTJTi5DGVOnTi3YgYhMvf7663HPPfes87VRo0ZF7969GzYQAE2WPURh+Mtf/pJxbVFRURxwwAEZ1c6fPz/+9re/xcSJE2PatGkxZ86cWLZsWSxfvjxKSkqibdu20aFDh+jVq1d85StfiYEDB8Yuu+wS2267ba7fCgAUhEWLFsXVV18df/rTn9b5eklJSQwfPjxOP/306NKlS1a9W7ZsGXvsscd6Twt//fXX48orr4xLL70029gAAAAA/IePPvoo6uvrM64fMmRIdOzYMcVEAMCmcG8l0JgMVQIA5KHp06dnvaZr164pJEk/w8yZM5MPkkcWLVoUI0eOjLq6ui+9ttdee8V3v/vdRkgFQFNlD5H/Zs6cGVOmTMm4vqKiInr06LHe19euXRvPPvts/O53v4vx48ev90aCtWvXxurVq2PRokUxa9aseP311//1Wrdu3eKAAw6Iww47rGAHVQFgfZ566qm4/PLLY+HChet8vU+fPnHNNdfEjjvumPM1Fi9evMHXH3jggTj44IOjvLw852sAAAAAEPHuu+9mVf+d73wnpSQAwKZybyXQ2IobOwAAAF82d+7crNd07tw5hSTpZ5g9e3YKSfLHhRdeGPPmzfvS17t16xY///nPGyERAE2ZPUT+e+qpp7Kq39AplU899VTsu+++cc4550RVVVVWT2b+d5999lncf//9ccQRR8T3v//9GDt2bE59ACCfrF69Oi655JI4++yz1ztQuccee8To0aM3aaAyIuKNN97YaM2vf/3rTboGAAAAABHjx4/PuLa0tDQOOeSQFNMAAJvCvZVAYzNUCQCQhz755JOs13Tp0iWFJNnJZSBi1qxZKSTJD//7v/8bzz///Je+XlRUFFdeeWVevGcANC32EPnv5Zdfzri2qKgo9t9//y99ffbs2fFf//VfcfbZZ8ecOXOSjBdvvvlmfO9734szzzwz5s+fn2hvAGgoH3/8cRx99NHx4IMPrrfmu9/9btx+++3Rvn37TbrWhAkT4r333tto3d///veNnmgJAAAAwIZlM1S53377RadOndILAwDkzL2VQD4wVAkAkIfW9fSdjcmHU6Zy+WN0Lt9rIXj//ffj6quvXudr3/ve9+Jb3/pWAycCoDmwh8hvy5cvj3feeSfj+n79+kXXrl2/8LVHH300Dj300IxOxNoUzz77bBx00EHr/BADAPLZtGnT4thjj42pU6eut+bYY4+Nyy+/PIqKijb5enfddVdGdWvXrs1qHwAAAADAF82fPz/efffdjGqLi4vj1FNPTTkRAJAL91YC+cJQJQBAHsrllKl27dqlkCQ7m222WdZrFi5cGHV1dSmkaTw1NTVx7rnnxqpVq770Wv/+/eP8889vhFQANAf2EPlt7NixsXbt2ozry8rK/vW/19TUxEUXXRSjRo2K5cuXpxHvS6qrq+OMM87IeFgEABrb+PHjY/jw4Rt8+MIee+wRl1xySSIDlR9//HFWDyCYO3fuJl8TAAAAoLl69tlnM/5saP/994/+/funnAgAyJZ7K4F8YqgSACAP5XLyUtu2bVNIkn6G2traWLRoUQppGs8111yzzhMxWrVqFdddd12UlpY2QioAmgN7iPw2duzYrOr/OVS5cOHC+K//+q94+OGH04i1QXV1dXHdddfFL3/5ywa/NgBk4+WXX46TTjopFi9evN6aQYMGxS9/+csoLk7m47GXXnop6uvrM65fs2ZNItcFAAAAaI6efvrpjOpatGgRZ5xxRsppAIBcuLcSyCeGKgEA8szy5cujpqYm63X5MBDRpk2bnNZVV1cnG6QRvfzyy/H73/9+na+de+65MXDgwAZOBEBzYQ+R/yZOnJhVfVlZWcydOzeGDx8e48ePTylVZn7961/Hr371q0bNAADrM27cuDjzzDNj5cqV663p0aNH3HHHHYnufT777LOs6rt3757YtQEAAACakw8//DDjh1d+//vfj379+qWcCADIlnsrgXzTorEDAADwRatXr85pXSEPRCxfvjzhJI1j/vz5MWrUqHWeUvG1r30tTjzxxIYPBUCzYQ+R/959992Ma4uLi+PRRx+NMWPGxNy5c9dZ07JlyygrK4tvfOMbMXDgwOjbt2906tQp2rZtG6tXr45ly5bF7NmzY/r06fGPf/wjXn311U0aRL3pppti2223jX333TfnHgCQtPfeey9OP/30De6FSkpK4sYbb4wePXokeu1OnTplXFtSUhIVFRWJXh8AAACgubj//vujrq5uo3Xdu3d3SiUA5CH3VgL5yFAlAECeWbVqVU7rWrdunXCS7OU6lLFs2bKEkzS8+vr6+OlPfxoLFiz40mudOnWKq6++OoqKihohGQDNhT1Efvvoo49i8eLFGdfX1dXFHXfcsc7XunXrFieddFIcfvjh0aVLl3XWtG3bNtq2bRvdu3eP8vLyOProo6OmpiaeeuqpuPPOO+P999/P6fsYNWpU9O/fP/r06ZPTegBI0ty5c+OUU06JJUuWbLDu1FNPjbKyssSvn03Pww47LKshzCSNGzcuWrduHTvssEOjXB8AAABgUyxZsiQeffTRjGovvPDCaN++fcqJAIBsuLcSyFfFjR0AAIAvynUgoqSkJOEk2WvRIrdndqxYsSLhJA3vt7/9bbzyyivrfO3yyy9P/DQMAPhP9hD57YMPPtjkHsXFxXHaaafFs88+GyeffPJ6ByrXp1WrVnHooYfGmDFjYsSIETn9333ZsmVx0UUXrfPpkQDQkFasWBGnnHJKfPLJJxusGzJkSGqnEwwZMiSGDRu20bqtt946LrjgglQybEhVVVWcdNJJMXz48Lj66qsb/PoAAAAASbj77rsz+kzo0EMPjf33378BEgEA2XBvJZCvDFUCAOSZmpqanNblw0BErhnWrFmTcJKG9e6778b111+/zteOOOKI2G+//Ro4EQDNkT1Efps9e/Ymrd9ss83i7rvvjnPOOSfnkz3/qUWLFnHKKafEfffdFx07dsx6/bhx4+KRRx7ZpAwAsKkuu+yymDZt2gZrSktL49prr835AQ6Z+MUvfhGbb775el8fOHBg3H///Q16SuWECRPi5JNPjuOOOy5ee+21BrsuAAAAQNI+/fTTuP/++zda16tXr/if//mfBkgEAGTDvZVAPjNUCQCQZ5rjKVO1tbUJJ2k4K1eujHPPPXedQx1bb711XHjhhY2QCoDmyB4iv82aNSvntW3bto0777wzvvGNbySYKKKioiLuvvvuaNeuXdZrb7zxxli9enWieQAgU4899lg89thjG6076aSTok+fPqlm6dOnT/zpT3+KE088Mfr16xft27ePrl27xq677hqXX355PPLII7HlllummuGf3n777TjllFPimGOOiVdffbVBrgkAAACQpltuuSVWrly5wZqWLVvGtddeG+3bt2+gVABAJtxbCeS79B7NCwBATnI9cSkfBiKKi3N7ZsfatWsTTtJwrrzyypg+ffqXvl5SUhLXXXedP9oD0GDsIfLbRx99lPPaq666KoYNG5Zgmv+z4447xi9+8Yv4yU9+ktW6zz77LEaPHh3Dhw9PJRcArM+MGTPisssu22hdt27d4tRTT22ARBHdu3ePUaNGxahRoxrkev9p4sSJccstt8RLL73UKNcHAAAASMP48eNj9OjRG60bNWpUlJeXN0AiACAb7q0E8p2TKgEA8kyugw25DiMkKddTpvIhey7++te/xkMPPbTO1370ox/F0KFDGzYQAM2aPUR+mz9/fk7rjjjiiNhvv/0STvNF++23X3z3u9/Net0999wTdXV1KSQCgHWrq6uLESNGxIoVKzZae8455+R0GnMhmTx5cpx++ulx5JFHGqgEAAAAmpSampq46KKLNvo5xOGHH+4BkACQh9xbCRSCwrnzDACgmWjZsmVO6/LhpKZcb6pv1apVwknS98knn8RFF120zteGDh0ap59+egMnAqC5s4fIb4sWLcp6TWlpaZxzzjkppPmy8847Lzp16pTVmjlz5sQbb7yRTiAAWIcHH3wwJk6cuNG67bbbLg4//PAGSNQ4pkyZEj/+8Y/j8MMPjxdeeKGx4wAAAAAk7vbbb4/3339/gzVDhw6Nyy67rIESAQCZcm8lUCgMVQIA5JlcByLy4ZSg2tranNbl+j03lrq6ujj//POjurr6S6+1bds2rr322pxPCwOAXNlD5Ld17Rs25sgjj4zu3bsnH2YdOnXqFKeeemrW6x577LHkwwDAOixcuDBuuummjGpPOumkgjrROlNTp06Nn/zkJ3HYYYfFc88919hxAAAAAFIxduzY+PWvf73Bmq233jpuv/32KC0tbaBUAEAm3FsJFJIWjR0AAIAv2pRTphr7tKZcT7oqpIGIiIg777wz3nzzzXW+dvHFF8dXvvKVBk4EAPYQ+ay2tjaWLl2a9bqDDjoohTTrd/zxx8ddd92V1amaL7zwQtTW1vrQA4DU/fKXv8zoIQWbb755fOc730k/UAOaNm1a3HbbbfH0009HfX19bLHFFlFRURG9evWKmTNnxl//+te8eFAGAAAAwKZauHBhnHfeeRt8IGfHjh3j17/+dXTp0qUBkwEAmXBvJVBIDFUCAOSZ9u3b57Qu1xOekpRrhrZt2yacJD1vvfVW3HLLLet8bb/99osjjjiigRMBwOfsIfLXqlWror6+Pqs1nTt3jrKyspQSrVubNm3i8MMPj3vvvTfjNUuWLIlJkybFjjvumGIyAJq7SZMmxejRozOqPf744xv9gRFJev311+O///u/o0uXLvH9738/Dj744C/93H3kkUfiZz/7WSMlBAAAAEhGXV1dXHDBBTFv3rz11rRq1SpuvfXW6NevXwMmAwAy4d5KoNAUN3YAAAC+qFOnTjmtq6mpSTZIDnI9Zapz584JJ0nHsmXLYsSIEev8Pnv06BGXX355I6QCgM/ZQ+SvNWvWZL1mxx13jOLihv/T3VFHHZX1mtdffz2FJADwf2666aaMHlDQokWLOO644xogUcPp3r173HHHHfG3v/0tLrzwwnU+yOCII46IrbfeuhHSAQAAACTnuuuui1deeWW9rxcXF8c111wTu+yySwOmAgAy4d5KoBAZqgQAyDOlpaVRWlqa9boVK1akkKZhMuQ6BNLQLrvsspg1a9aXvl5UVBRXX311wXwfADRN9hD5K5ehysZ6wnK/fv2yvvY777yTUhoA+PznzMsvv5xR7a677hpdunRJOVHD6tevX3z729+OkpKS9dYUFRVFeXl5A6YCAAAASNbjjz8e99xzzwZrLrzwwjjggAMaKBEAkA33VgKFyFAlAEAe6tixY9Zrli9fnkKS7OQ6EJHL99vQ/vznP8fjjz++ztdOOumk+NrXvtbAiQDgy+wh8lMuQ5W9e/dOPkiGdt9996zqp06dmk4QAIiI3/zmNxnX7r///ikmyW/du3dv7AgAAAAAOZkwYUJcdNFFG6w57bTT4nvf+14DJQIAsuHeSqBQGaoEAMhDXbt2zXpNoZ4y1bFjx2jRokUKaZIze/bsuPTSS9f52oABA+Kcc85p2EAAsB72EPkpl5wdOnRIIUlmysrKsqqfPXt2Xvz3CICmZ968efHss89mVFtSUhJ77713yonyV6tWrRo7AgAAAEDWZs+eHaeffnqsXr16vTXHHHOM+zIAIE+5txIoZIYqAQDy0BZbbJH1mkI9ZapXr14pJEnO2rVr4/zzz49ly5Z96bXS0tK4/vrr3bgIQN6wh8hPbdq0yXpNu3btUkiSmaFDh2ZVX19fH3Pnzk0nDADN2mOPPZbxic/l5eXRpUuXlBMBAAAAkJTq6ur4wQ9+EAsXLlxvzYEHHrjeQQ0AoHG5txIodIYqAQDyUC5DAosWLUohSXYWL16c9ZqtttoqhSTJufXWW2P8+PHrfG3EiBHRv3//Bk4EAOtnD5GfSktLs17TmB8sbL755tGpU6es1nz66afphAGgWfvzn/+cce0uu+ySYhIAAAAAkrR69er40Y9+FDNnzlxvzbe+9a245pprorjYrc4AkI/cWwkUuhaNHQAAgC/r2bNn1ms29OS+hrJgwYKs1+TzKVPjxo2LO++8c72vX3HFFXHFFVc0YKLczJkzJwYMGJD1ul69esULL7yQQiIA0mIPkZ9atWoVLVq0iLVr12a8JpvaNPTu3TsmTJiQcf1nn32WXhgAmqUPPvggpk2blnF9tictAwAAANA4amtr4+yzz47Kysr11uyyyy5xyy23RMuWLRswGQCQKfdWurcSmgKPbwEAyEO5nLyUD6dM5ZJh6623TiFJMl5//fWora1t7BgAkDF7iPzVpk2brOprampSSpKZbt26ZVW/dOnSlJIA0Fy9+OKLGdcWFxcbqgQAAAAoEBdddNEGhxB22mmnuOOOO6J169YNmAoAyIZ7K4GmwFAlAEAe6tevX9ZrcjnhKWm5ZOjfv38KSQCgebKHyF/ZDimuXr06pSSZ6dq1a1b1jT0ECkDT8+qrr2Zcu+2220aHDh1STAMAAABAEq6++up49NFH1/v6oEGD4u6774527do1YCoAAKA5MlQJAJCHevfuHS1btsxqzdy5c1NKk7nPPvss6zUDBgxIIQkANE/2EPlryy23zKq+sYcq27Ztm1V9Y+cFoGmpra2Nt956K+P6bbfdNsU0AAAAACTh1ltvjXvvvXe9r/fv3z/uueee2GyzzRowFQAA0FwZqgQAyEMtW7aMPn36ZLXmo48+SilNehl69uwZHTt2TCkNADQ/9hD5q1evXlnVL1y4MKUkmWnVqlVW9XV1dSklAaA5mjZtWqxYsSLj+q233jrFNAAAAABsqt/85jdxyy23rPf1QYMGxf333x9dunRpwFQAAEBzZqgSACBPbbfddlnVz507N+rr61NKk5lsByIGDhyYUhIAaL7sIfJTtkOV8+fPTylJZoqLs/uzYWlpaUpJAGiOpk6dmlX9VlttlVISAAAAADbVAw88EFddddV6Xx82bJiBSgAAoMEZqgQAyFM77rhjVvWrV6+OTz/9NKU0G7dkyZJYunRpVmvKyspSSgMAzZc9RH7K9gStxh6qXLt2bVb1rVu3TikJAM3R9OnTs6o3VAkAAACQn0aPHh2XXXbZel/fdddd45577okOHTo0YCoAAABDlQAAeau8vDzrNe+//34KSTLzwQcfZL1ml112SSEJADRv9hD5aYcddsiqft68eSklyYyhSgAaU7anWPfs2TOlJAAAAADk6pFHHomLL7446uvr1/n6t7/97bjrrruiXbt2DZwMAADAUCUAQN7afvvto23btlmtmTZtWkppNm7q1KlZ1bdt2zbr4QIAYOPsIfLTV77ylejUqVPG9TNmzEgvTAZWrVqVVf3mm2+eUhIAmqNsT2zOdu8DAAAAQLoeffTRuOiii6Kurm6dr++3335x2223RWlpaQMnAwAA+JyhSgCAPFVSUhJlZWVZrcl2KCFJ2V67rKwsWrRokVIaAGi+7CHy15AhQzKu/fTTT2Pp0qUpptmwJUuWZFXfvXv3lJIA0BxVV1dnVW+oEgAAACB//OlPf4oLL7xwvQOVhx56aNxwww3RsmXLBsv0wQcfxIsvvviv/2nsh1sCAACNrzDvQAMAaCa+9a1vxauvvppx/aRJk1JMs2FTpkzJqn7PPfdMKUlyzjzzzDjzzDMbO8aXPProozFq1KiM63v16hUvvPBCiokAyDf2EPlpp512ildeeSXj+vfffz+GDRuWYqL1M1QJQGNavXp1VvVt2rRJKQkAAAAA2XjsscfiZz/72XoHKo855pi47LLLoqioqEFzjRw5Mt55551//eerrroq+vTp06AZAKApcW8l0BQ4qRIAII/ts88+WdVPmzatUU40Wr16dUycODHj+uLi4th3331TTAQAzZs9RH766le/mlX95MmTU0qycYsWLcq4tmPHjtG1a9cU0wDQ3KxZsybj2pYtWxbsKdYAAAAATcljjz0Wo0aNWu9A5UknnRSXX355gw9UTpky5QsDlRERgwcPbtAMAABA/jFUCQCQx7bccsus/pBbV1cX48ePTzHRur399ttRU1OTcX1ZWVl069YtxUQA0LzZQ+SnsrKy6Ny5c8b1Y8eOTTHNhn388ccZ1w4YMCDFJAA0R4YkAQAAAArLmDFjNjhQ+aMf/Sh++tOfNnCqzz3wwANf+M+tW7eOfv36NUoWAAAgfxiqBADIc/vtt19W9W+++WZKSdYv2xv+DzzwwJSSAAD/ZA+Rf0pKSmKPPfbIuL6xhiprampi4cKFGdcbqgQgaaWlpRnXrlmzJquHNAAAAACQrMcffzx++tOfrnegcsSIEXHWWWc1cKrPLVy4MB577LEvfG3gwIFRUlLSKHkAAID8YagSACDPHXbYYVmd0PDiiy+mmGbTr9m2bds49NBDU0wDAETYQ+SrvfbaK+Pa+fPnx/vvv59imnWbPn161NfXZ1xfXl6eYhoAmqPNNtssq/ply5allAQAAACADdnQQGVRUVH8z//8T5xyyimNkOxz9913X6xateoLXxs0aFAjpQEAAPKJoUoAgDzXo0ePrE40ev/992P27NkpJvqiefPmxTvvvJNx/SGHHBLt27dPMREAEGEPka9222236NChQ8b1Tz/9dIpp1m3q1KkZ1xYXF8fXvva1FNMA0Bx169Ytq/olS5aklAQAAACA9fnzn/8cP/3pT6O2tvZLrxUXF8cVV1wRw4cPb4Rkn5s/f378/ve//9LXBw8e3AhpAACAfJP5cQUAADSaY445Jv76179mXP/000832JP+nnvuuaxOMjr++OMTvX5dXV08+eST8eyzz8bEiRNjwYIF0aJFi9h8881j5513joMOOsiN/gA0W/YQ69dYe4jWrVvHUUcdFb/5zW8yqv/LX/4SZ5xxRuI5NmTSpEkZ1+6www7RqVOn9MIA0CxtscUWWdV/8MEH0bt373TCbMTKlSvjww8/jIEDBzbK9QEAAICmLx/vi3jiiSdi5MiR6xyobNGiRVx77bVx4IEHNmim/3TDDTfEsmXLvvT1HXbYoRHSAEDDy8c9N8jf5AAAhedJREFUBEA+MVQJAFAAdtttt9huu+3ivffey6h+9OjRDTYQ8dBDD2Vcu/vuu8eAAQMSu/aMGTPi7LPPjilTpnzptWXLlsXMmTPj4Ycfjj322COuueaa2GyzzRK7NgAUAnuIdWvsPcT3vve9uP/++9d5o8F/mj59ekyePDkGDRqUaIYNeeONNzKuPeigg1JMAkBz1b9//6zq33333dhrr71SSrN+K1eujB/+8Icxbty4GD58eJx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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(6, 4), layout='constrained')\n", + "\n", + "plt.vlines(c1, 0, 1, colors=get_palette_from_color('C0')(.7))\n", + "plt.hlines(1, c1+2.5*c2, c1-2.5*c2, colors=get_palette_from_color('C1')(.7), zorder=23)\n", + "plt.gca().annotate(text='$c_2$', xy=(.57, .955), xycoords='axes fraction', va='top', size=20, c=get_palette_from_color('C1')(.7))\n", + "# plt.scatter(c1, 1, zorder=3, label='Monofractal')\n", + "plt.plot(h, D, color='xkcd:dark grey', zorder=2)\n", + "plt.gca().set(ylim=(0, 1.1), xlabel='Regularity $h$', ylabel='Fractal Dimension $D(h)$', title='Theoretical Multifractal Spectrum', xlim=(0.3, 1.5),\n", + " xticklabels=[.4, .6, '$c_1$', 1, 1.2, 1.4], xticks=[.4, .6, .8, 1, 1.2, 1.4])\n", + "plt.gca().tick_params(bottom=True, which='both', direction='in', left=True)\n", + "# plt.legend(frameon=False)\n", + "plt.savefig(figure_folder / 'mfs_cm.pdf')\n", + "plt.savefig(figure_folder / 'mfs_cm.png')" + ] + }, + { + "cell_type": "code", + "execution_count": 445, + "id": "a13f990a", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n if (typeof WebSocket !== 'undefined') {\n return WebSocket;\n } else if (typeof MozWebSocket !== 'undefined') {\n return MozWebSocket;\n } else {\n alert(\n 'Your browser does not have WebSocket support. ' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_device_pixel_ratio', {\n device_pixel_ratio: fig.ratio,\n });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute('tabindex', '0');\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;' +\n 'z-index: 2;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key_event(event, name);\n };\n }\n\n canvas_div.addEventListener(\n 'keydown',\n on_keyboard_event_closure('key_press')\n );\n canvas_div.addEventListener(\n 'keyup',\n on_keyboard_event_closure('key_release')\n );\n\n this._canvas_extra_style(canvas_div);\n this.root.appendChild(canvas_div);\n\n var canvas = (this.canvas = document.createElement('canvas'));\n canvas.classList.add('mpl-canvas');\n canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'pointer-events: none;' +\n 'position: relative;' +\n 'z-index: 0;'\n );\n\n this.context = canvas.getContext('2d');\n\n var backingStore =\n this.context.backingStorePixelRatio ||\n this.context.webkitBackingStorePixelRatio ||\n this.context.mozBackingStorePixelRatio ||\n this.context.msBackingStorePixelRatio ||\n this.context.oBackingStorePixelRatio ||\n this.context.backingStorePixelRatio ||\n 1;\n\n this.ratio = (window.devicePixelRatio || 1) / backingStore;\n\n var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n 'canvas'\n ));\n rubberband_canvas.setAttribute(\n 'style',\n 'box-sizing: content-box;' +\n 'left: 0;' +\n 'pointer-events: none;' +\n 'position: absolute;' +\n 'top: 0;' +\n 'z-index: 1;'\n );\n\n // Apply a ponyfill if ResizeObserver is not implemented by browser.\n if (this.ResizeObserver === undefined) {\n if (window.ResizeObserver !== undefined) {\n this.ResizeObserver = window.ResizeObserver;\n } else {\n var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n this.ResizeObserver = obs.ResizeObserver;\n }\n }\n\n this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n var nentries = entries.length;\n for (var i = 0; i < nentries; i++) {\n var entry = entries[i];\n var width, height;\n if (entry.contentBoxSize) {\n if (entry.contentBoxSize instanceof Array) {\n // Chrome 84 implements new version of spec.\n width = entry.contentBoxSize[0].inlineSize;\n height = entry.contentBoxSize[0].blockSize;\n } else {\n // Firefox implements old version of spec.\n width = entry.contentBoxSize.inlineSize;\n height = entry.contentBoxSize.blockSize;\n }\n } else {\n // Chrome <84 implements even older version of spec.\n width = entry.contentRect.width;\n height = entry.contentRect.height;\n }\n\n // Keep the size of the canvas and rubber band canvas in sync with\n // the canvas container.\n if (entry.devicePixelContentBoxSize) {\n // Chrome 84 implements new version of spec.\n canvas.setAttribute(\n 'width',\n entry.devicePixelContentBoxSize[0].inlineSize\n );\n canvas.setAttribute(\n 'height',\n entry.devicePixelContentBoxSize[0].blockSize\n );\n } else {\n canvas.setAttribute('width', width * fig.ratio);\n canvas.setAttribute('height', height * fig.ratio);\n }\n /* This rescales the canvas back to display pixels, so that it\n * appears correct on HiDPI screens. */\n canvas.style.width = width + 'px';\n canvas.style.height = height + 'px';\n\n rubberband_canvas.setAttribute('width', width);\n rubberband_canvas.setAttribute('height', height);\n\n // And update the size in Python. We ignore the initial 0/0 size\n // that occurs as the element is placed into the DOM, which should\n // otherwise not happen due to the minimum size styling.\n if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n fig.request_resize(width, height);\n }\n }\n });\n this.resizeObserverInstance.observe(canvas_div);\n\n function on_mouse_event_closure(name) {\n /* User Agent sniffing is bad, but WebKit is busted:\n * https://bugs.webkit.org/show_bug.cgi?id=144526\n * https://bugs.webkit.org/show_bug.cgi?id=181818\n * The worst that happens here is that they get an extra browser\n * selection when dragging, if this check fails to catch them.\n */\n var UA = navigator.userAgent;\n var isWebKit = /AppleWebKit/.test(UA) && !/Chrome/.test(UA);\n if(isWebKit) {\n return function (event) {\n /* This prevents the web browser from automatically changing to\n * the text insertion cursor when the button is pressed. We\n * want to control all of the cursor setting manually through\n * the 'cursor' event from matplotlib */\n event.preventDefault()\n return fig.mouse_event(event, name);\n };\n } else {\n return function (event) {\n return fig.mouse_event(event, name);\n };\n }\n }\n\n canvas_div.addEventListener(\n 'mousedown',\n on_mouse_event_closure('button_press')\n );\n canvas_div.addEventListener(\n 'mouseup',\n on_mouse_event_closure('button_release')\n );\n canvas_div.addEventListener(\n 'dblclick',\n on_mouse_event_closure('dblclick')\n );\n // Throttle sequential mouse events to 1 every 20ms.\n canvas_div.addEventListener(\n 'mousemove',\n on_mouse_event_closure('motion_notify')\n );\n\n canvas_div.addEventListener(\n 'mouseenter',\n on_mouse_event_closure('figure_enter')\n );\n canvas_div.addEventListener(\n 'mouseleave',\n on_mouse_event_closure('figure_leave')\n );\n\n canvas_div.addEventListener('wheel', function (event) {\n if (event.deltaY < 0) {\n event.step = 1;\n } else {\n event.step = -1;\n }\n on_mouse_event_closure('scroll')(event);\n });\n\n canvas_div.appendChild(canvas);\n canvas_div.appendChild(rubberband_canvas);\n\n this.rubberband_context = rubberband_canvas.getContext('2d');\n this.rubberband_context.strokeStyle = '#000000';\n\n this._resize_canvas = function (width, height, forward) {\n if (forward) {\n canvas_div.style.width = width + 'px';\n canvas_div.style.height = height + 'px';\n }\n };\n\n // Disable right mouse context menu.\n canvas_div.addEventListener('contextmenu', function (_e) {\n event.preventDefault();\n return false;\n });\n\n function set_focus() {\n canvas.focus();\n canvas_div.focus();\n }\n\n window.setTimeout(set_focus, 100);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'mpl-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'mpl-button-group';\n continue;\n }\n\n var button = (fig.buttons[name] = document.createElement('button'));\n button.classList = 'mpl-widget';\n button.setAttribute('role', 'button');\n button.setAttribute('aria-disabled', 'false');\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n\n var icon_img = document.createElement('img');\n icon_img.src = '_images/' + image + '.png';\n icon_img.srcset = '_images/' + image + '_large.png 2x';\n icon_img.alt = tooltip;\n button.appendChild(icon_img);\n\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n var fmt_picker = document.createElement('select');\n fmt_picker.classList = 'mpl-widget';\n toolbar.appendChild(fmt_picker);\n this.format_dropdown = fmt_picker;\n\n for (var ind in mpl.extensions) {\n var fmt = mpl.extensions[ind];\n var option = document.createElement('option');\n option.selected = fmt === mpl.default_extension;\n option.innerHTML = fmt;\n fmt_picker.appendChild(option);\n }\n\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n};\n\nmpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n // which will in turn request a refresh of the image.\n this.send_message('resize', { width: x_pixels, height: y_pixels });\n};\n\nmpl.figure.prototype.send_message = function (type, properties) {\n properties['type'] = type;\n properties['figure_id'] = this.id;\n this.ws.send(JSON.stringify(properties));\n};\n\nmpl.figure.prototype.send_draw_message = function () {\n if (!this.waiting) {\n this.waiting = true;\n this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n var format_dropdown = fig.format_dropdown;\n var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n fig.ondownload(fig, format);\n};\n\nmpl.figure.prototype.handle_resize = function (fig, msg) {\n var size = msg['size'];\n if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n fig._resize_canvas(size[0], size[1], msg['forward']);\n fig.send_message('refresh', {});\n }\n};\n\nmpl.figure.prototype.handle_rubberband = function (fig, msg) {\n var x0 = msg['x0'] / fig.ratio;\n var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n var x1 = msg['x1'] / fig.ratio;\n var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n x0 = Math.floor(x0) + 0.5;\n y0 = Math.floor(y0) + 0.5;\n x1 = Math.floor(x1) + 0.5;\n y1 = Math.floor(y1) + 0.5;\n var min_x = Math.min(x0, x1);\n var min_y = Math.min(y0, y1);\n var width = Math.abs(x1 - x0);\n var height = Math.abs(y1 - y0);\n\n fig.rubberband_context.clearRect(\n 0,\n 0,\n fig.canvas.width / fig.ratio,\n fig.canvas.height / fig.ratio\n );\n\n fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n};\n\nmpl.figure.prototype.handle_figure_label = function (fig, msg) {\n // Updates the figure title.\n fig.header.textContent = msg['label'];\n};\n\nmpl.figure.prototype.handle_cursor = function (fig, msg) {\n fig.canvas_div.style.cursor = msg['cursor'];\n};\n\nmpl.figure.prototype.handle_message = function (fig, msg) {\n fig.message.textContent = msg['message'];\n};\n\nmpl.figure.prototype.handle_draw = function (fig, _msg) {\n // Request the server to send over a new figure.\n fig.send_draw_message();\n};\n\nmpl.figure.prototype.handle_image_mode = function (fig, msg) {\n fig.image_mode = msg['mode'];\n};\n\nmpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n for (var key in msg) {\n if (!(key in fig.buttons)) {\n continue;\n }\n fig.buttons[key].disabled = !msg[key];\n fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n }\n};\n\nmpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n if (msg['mode'] === 'PAN') {\n fig.buttons['Pan'].classList.add('active');\n fig.buttons['Zoom'].classList.remove('active');\n } else if (msg['mode'] === 'ZOOM') {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.add('active');\n } else {\n fig.buttons['Pan'].classList.remove('active');\n fig.buttons['Zoom'].classList.remove('active');\n }\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Called whenever the canvas gets updated.\n this.send_message('ack', {});\n};\n\n// A function to construct a web socket function for onmessage handling.\n// Called in the figure constructor.\nmpl.figure.prototype._make_on_message_function = function (fig) {\n return function socket_on_message(evt) {\n if (evt.data instanceof Blob) {\n var img = evt.data;\n if (img.type !== 'image/png') {\n /* FIXME: We get \"Resource interpreted as Image but\n * transferred with MIME type text/plain:\" errors on\n * Chrome. But how to set the MIME type? It doesn't seem\n * to be part of the websocket stream */\n img.type = 'image/png';\n }\n\n /* Free the memory for the previous frames */\n if (fig.imageObj.src) {\n (window.URL || window.webkitURL).revokeObjectURL(\n fig.imageObj.src\n );\n }\n\n fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n img\n );\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n } else if (\n typeof evt.data === 'string' &&\n evt.data.slice(0, 21) === 'data:image/png;base64'\n ) {\n fig.imageObj.src = evt.data;\n fig.updated_canvas_event();\n fig.waiting = false;\n return;\n }\n\n var msg = JSON.parse(evt.data);\n var msg_type = msg['type'];\n\n // Call the \"handle_{type}\" callback, which takes\n // the figure and JSON message as its only arguments.\n try {\n var callback = fig['handle_' + msg_type];\n } catch (e) {\n console.log(\n \"No handler for the '\" + msg_type + \"' message type: \",\n msg\n );\n return;\n }\n\n if (callback) {\n try {\n // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n callback(fig, msg);\n } catch (e) {\n console.log(\n \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n e,\n e.stack,\n msg\n );\n }\n }\n };\n};\n\nfunction getModifiers(event) {\n var mods = [];\n if (event.ctrlKey) {\n mods.push('ctrl');\n }\n if (event.altKey) {\n mods.push('alt');\n }\n if (event.shiftKey) {\n mods.push('shift');\n }\n if (event.metaKey) {\n mods.push('meta');\n }\n return mods;\n}\n\n/*\n * return a copy of an object with only non-object keys\n * we need this to avoid circular references\n * https://stackoverflow.com/a/24161582/3208463\n */\nfunction simpleKeys(original) {\n return Object.keys(original).reduce(function (obj, key) {\n if (typeof original[key] !== 'object') {\n obj[key] = original[key];\n }\n return obj;\n }, {});\n}\n\nmpl.figure.prototype.mouse_event = function (event, name) {\n if (name === 'button_press') {\n this.canvas.focus();\n this.canvas_div.focus();\n }\n\n // from https://stackoverflow.com/q/1114465\n var boundingRect = this.canvas.getBoundingClientRect();\n var x = (event.clientX - boundingRect.left) * this.ratio;\n var y = (event.clientY - boundingRect.top) * this.ratio;\n\n this.send_message(name, {\n x: x,\n y: y,\n button: event.button,\n step: event.step,\n modifiers: getModifiers(event),\n guiEvent: simpleKeys(event),\n });\n\n return false;\n};\n\nmpl.figure.prototype._key_event_extra = function (_event, _name) {\n // Handle any extra behaviour associated with a key event\n};\n\nmpl.figure.prototype.key_event = function (event, name) {\n // Prevent repeat events\n if (name === 'key_press') {\n if (event.key === this._key) {\n return;\n } else {\n this._key = event.key;\n }\n }\n if (name === 'key_release') {\n this._key = null;\n }\n\n var value = '';\n if (event.ctrlKey && event.key !== 'Control') {\n value += 'ctrl+';\n }\n else if (event.altKey && event.key !== 'Alt') {\n value += 'alt+';\n }\n else if (event.shiftKey && event.key !== 'Shift') {\n value += 'shift+';\n }\n\n value += 'k' + event.key;\n\n this._key_event_extra(event, name);\n\n this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n return false;\n};\n\nmpl.figure.prototype.toolbar_button_onclick = function (name) {\n if (name === 'download') {\n this.handle_save(this, null);\n } else {\n this.send_message('toolbar_button', { name: name });\n }\n};\n\nmpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n this.message.textContent = tooltip;\n};\n\n///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n// prettier-ignore\nvar _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\nmpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o\", \"download\"]];\n\nmpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\", \"webp\"];\n\nmpl.default_extension = \"png\";/* global mpl */\n\nvar comm_websocket_adapter = function (comm) {\n // Create a \"websocket\"-like object which calls the given IPython comm\n // object with the appropriate methods. Currently this is a non binary\n // socket, so there is still some room for performance tuning.\n var ws = {};\n\n ws.binaryType = comm.kernel.ws.binaryType;\n ws.readyState = comm.kernel.ws.readyState;\n function updateReadyState(_event) {\n if (comm.kernel.ws) {\n ws.readyState = comm.kernel.ws.readyState;\n } else {\n ws.readyState = 3; // Closed state.\n }\n }\n comm.kernel.ws.addEventListener('open', updateReadyState);\n comm.kernel.ws.addEventListener('close', updateReadyState);\n comm.kernel.ws.addEventListener('error', updateReadyState);\n\n ws.close = function () {\n comm.close();\n };\n ws.send = function (m) {\n //console.log('sending', m);\n comm.send(m);\n };\n // Register the callback with on_msg.\n comm.on_msg(function (msg) {\n //console.log('receiving', msg['content']['data'], msg);\n var data = msg['content']['data'];\n if (data['blob'] !== undefined) {\n data = {\n data: new Blob(msg['buffers'], { type: data['blob'] }),\n };\n }\n // Pass the mpl event to the overridden (by mpl) onmessage function.\n ws.onmessage(data);\n });\n return ws;\n};\n\nmpl.mpl_figure_comm = function (comm, msg) {\n // This is the function which gets called when the mpl process\n // starts-up an IPython Comm through the \"matplotlib\" channel.\n\n var id = msg.content.data.id;\n // Get hold of the div created by the display call when the Comm\n // socket was opened in Python.\n var element = document.getElementById(id);\n var ws_proxy = comm_websocket_adapter(comm);\n\n function ondownload(figure, _format) {\n window.open(figure.canvas.toDataURL());\n }\n\n var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n\n // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n // web socket which is closed, not our websocket->open comm proxy.\n ws_proxy.onopen();\n\n fig.parent_element = element;\n fig.cell_info = mpl.find_output_cell(\"
\");\n if (!fig.cell_info) {\n console.error('Failed to find cell for figure', id, fig);\n return;\n }\n fig.cell_info[0].output_area.element.on(\n 'cleared',\n { fig: fig },\n fig._remove_fig_handler\n );\n};\n\nmpl.figure.prototype.handle_close = function (fig, msg) {\n var width = fig.canvas.width / fig.ratio;\n fig.cell_info[0].output_area.element.off(\n 'cleared',\n fig._remove_fig_handler\n );\n fig.resizeObserverInstance.unobserve(fig.canvas_div);\n\n // Update the output cell to use the data from the current canvas.\n fig.push_to_output();\n var dataURL = fig.canvas.toDataURL();\n // Re-enable the keyboard manager in IPython - without this line, in FF,\n // the notebook keyboard shortcuts fail.\n IPython.keyboard_manager.enable();\n fig.parent_element.innerHTML =\n '';\n fig.close_ws(fig, msg);\n};\n\nmpl.figure.prototype.close_ws = function (fig, msg) {\n fig.send_message('closing', msg);\n // fig.ws.close()\n};\n\nmpl.figure.prototype.push_to_output = function (_remove_interactive) {\n // Turn the data on the canvas into data in the output cell.\n var width = this.canvas.width / this.ratio;\n var dataURL = this.canvas.toDataURL();\n this.cell_info[1]['text/html'] =\n '';\n};\n\nmpl.figure.prototype.updated_canvas_event = function () {\n // Tell IPython that the notebook contents must change.\n IPython.notebook.set_dirty(true);\n this.send_message('ack', {});\n var fig = this;\n // Wait a second, then push the new image to the DOM so\n // that it is saved nicely (might be nice to debounce this).\n setTimeout(function () {\n fig.push_to_output();\n }, 1000);\n};\n\nmpl.figure.prototype._init_toolbar = function () {\n var fig = this;\n\n var toolbar = document.createElement('div');\n toolbar.classList = 'btn-toolbar';\n this.root.appendChild(toolbar);\n\n function on_click_closure(name) {\n return function (_event) {\n return fig.toolbar_button_onclick(name);\n };\n }\n\n function on_mouseover_closure(tooltip) {\n return function (event) {\n if (!event.currentTarget.disabled) {\n return fig.toolbar_button_onmouseover(tooltip);\n }\n };\n }\n\n fig.buttons = {};\n var buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n var button;\n for (var toolbar_ind in mpl.toolbar_items) {\n var name = mpl.toolbar_items[toolbar_ind][0];\n var tooltip = mpl.toolbar_items[toolbar_ind][1];\n var image = mpl.toolbar_items[toolbar_ind][2];\n var method_name = mpl.toolbar_items[toolbar_ind][3];\n\n if (!name) {\n /* Instead of a spacer, we start a new button group. */\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n buttonGroup = document.createElement('div');\n buttonGroup.classList = 'btn-group';\n continue;\n }\n\n button = fig.buttons[name] = document.createElement('button');\n button.classList = 'btn btn-default';\n button.href = '#';\n button.title = name;\n button.innerHTML = '';\n button.addEventListener('click', on_click_closure(method_name));\n button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n buttonGroup.appendChild(button);\n }\n\n if (buttonGroup.hasChildNodes()) {\n toolbar.appendChild(buttonGroup);\n }\n\n // Add the status bar.\n var status_bar = document.createElement('span');\n status_bar.classList = 'mpl-message pull-right';\n toolbar.appendChild(status_bar);\n this.message = status_bar;\n\n // Add the close button to the window.\n var buttongrp = document.createElement('div');\n buttongrp.classList = 'btn-group inline pull-right';\n button = document.createElement('button');\n button.classList = 'btn btn-mini btn-primary';\n button.href = '#';\n button.title = 'Stop Interaction';\n button.innerHTML = '';\n button.addEventListener('click', function (_evt) {\n fig.handle_close(fig, {});\n });\n button.addEventListener(\n 'mouseover',\n on_mouseover_closure('Stop Interaction')\n );\n buttongrp.appendChild(button);\n var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n titlebar.insertBefore(buttongrp, titlebar.firstChild);\n};\n\nmpl.figure.prototype._remove_fig_handler = function (event) {\n var fig = event.data.fig;\n if (event.target !== this) {\n // Ignore bubbled events from children.\n return;\n }\n fig.close_ws(fig, {});\n};\n\nmpl.figure.prototype._root_extra_style = function (el) {\n el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n};\n\nmpl.figure.prototype._canvas_extra_style = function (el) {\n // this is important to make the div 'focusable\n el.setAttribute('tabindex', 0);\n // reach out to IPython and tell the keyboard manager to turn it's self\n // off when our div gets focus\n\n // location in version 3\n if (IPython.notebook.keyboard_manager) {\n IPython.notebook.keyboard_manager.register_events(el);\n } else {\n // location in version 2\n IPython.keyboard_manager.register_events(el);\n }\n};\n\nmpl.figure.prototype._key_event_extra = function (event, _name) {\n // Check for shift+enter\n if (event.shiftKey && event.which === 13) {\n this.canvas_div.blur();\n // select the cell after this one\n var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n IPython.notebook.select(index + 1);\n }\n};\n\nmpl.figure.prototype.handle_save = function (fig, _msg) {\n fig.ondownload(fig, null);\n};\n\nmpl.find_output_cell = function (html_output) {\n // Return the cell and output element which can be found *uniquely* in the notebook.\n // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n // IPython event is triggered only after the cells have been serialised, which for\n // our purposes (turning an active figure into a static one), is too late.\n var cells = IPython.notebook.get_cells();\n var ncells = cells.length;\n for (var i = 0; i < ncells; i++) {\n var cell = cells[i];\n if (cell.cell_type === 'code') {\n for (var j = 0; j < cell.output_area.outputs.length; j++) {\n var data = cell.output_area.outputs[j];\n if (data.data) {\n // IPython >= 3 moved mimebundle to data attribute of output\n data = data.data;\n }\n if (data['text/html'] === html_output) {\n return [cell, data, j];\n }\n }\n }\n }\n};\n\n// Register the function which deals with the matplotlib target/channel.\n// The kernel may be null if the page has been refreshed.\nif (IPython.notebook.kernel !== null) {\n IPython.notebook.kernel.comm_manager.register_target(\n 'matplotlib',\n mpl.mpl_figure_comm\n );\n}\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lwt.cumulants.plot(n_cumul=2)" ] }, { diff --git a/notebooks/Noisy simulations.ipynb b/notebooks/Noisy simulations.ipynb index f3a66d3..bf5fb4d 100644 --- a/notebooks/Noisy simulations.ipynb +++ b/notebooks/Noisy simulations.ipynb @@ -26,10 +26,15 @@ "metadata": {}, "outputs": [], "source": [ + "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", - "sns.set(style=\"darkgrid\", context='notebook')\n", - "figure_folder = 'figures/fBm/'" + "from pathlib import Path\n", + "sns.set(style=\"white\", context='talk')\n", + "figure_folder = Path(r'figures/noise/')\n", + "figure_folder.mkdir(exist_ok=True)\n", + "mpl.rcParams['font.family'] = 'STIX Two Text'\n", + "mpl.rcParams['mathtext.fontset'] = 'stix'" ] }, { @@ -62,7 +67,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -75,7 +80,7 @@ "N = int(1.5 * 2 ** 17)\n", "X = fbm(shape=N, H=0.8)\n", "X_freq_drift = fbm(shape=N, H=0.3)\n", - "X_mrw = mrw(shape=N, H=0.8, lam=np.sqrt(0.03), L=N)\n", + "X_mrw = mrw(shape=N, H=0.8, lam=np.sqrt(0.05), L=N)\n", "\n", "fig, ax = plt.subplots(2, 2)\n", "ax[0, 0].plot(X)\n", @@ -112,12 +117,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 73, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -137,7 +142,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 74, "metadata": {}, "outputs": [], "source": [ @@ -146,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 75, "metadata": {}, "outputs": [], "source": [ @@ -155,12 +160,12 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 76, "metadata": {}, "outputs": [ { "data": { - "image/png": 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y+r2sOb7f57mbqjp+bnc/8d2psnJ25/7KcvxWRFUcZ8VnWq5fv06zZs1K9F+7ds1ou+Li6saNGyVyo9PpuHnzZonbWBcvXmz0+9y5cwkLC2P//v2l3jHj4eEBYPJyVWlcXV156aWXWLt2LRkZGYYz0mXZX/Flm4pMQJaXl8eNGzdKLV5Onz5Namoq/fr1K9Gn1+vJzMws9eznvfqrMxkDYibu7u60a9eO3bt3k5iYiLu7O61atQKKCpF9+/YRFxeHRqMhIiICKDpde+rUKfr06cPLL79MUFCQ4UP1zJkzQMk/tv3798fa2prNmzfzyy+/oFarjW7r8vX1xcbGhmPHjpV4LMDSpUtZuHAh6enpJl9HeR9f/C3tXnx8fLC2tubw4cMl+pKTkwkJCeH//u//DKeS9+/fb3I/iYmJWFtb06JFi/t+raUZMmQIJ0+eLPFfaS5dusT8+fPZunUrAI0aNeLxxx9n8eLFdOnShZSUFMMtm2XN1+2Kj4k7p42+cOGC0e9lzXFpcZT1ee6mqt6TyorvTvebszuV5/gtr/IcZ+VRfNZkz549JfouXLjA1atXadKkieGbe/H2+/btK7H9wYMHKSwsvOdzZmdno9fr73r3lZeXFx4eHpw7d65Mr6NYccHk4eFhdHvuvfZXfMa5ImdA1Go1Go2m1OKm+AuNqeLm3LlzKIpS6tmre/VXZ1KAmFFERASnT59my5YtdOrUyfAH64EHHiA7O5uVK1fSvn17w7ef4lNqd17bu3nzJnPmzAEo8Y/Z3d2d8PBw4uLi2Lp1K126dDH6tmFjY8PDDz/M6dOnWbZsmdFj9+zZw9y5c/nuu+9wdXU1+RrK+/jiyyD3+qNja2tLv379SEpKKrG2weeffw5A165dady4MZ07d+bIkSMltlu8eDGnT5+mZ8+euLi43PdrrSx2dnYsXryYDz74wHD2C4qu3V+7dg0bGxvDQMay5ut2xWMDij94oOgb1xdffGG0XVlzXFocZX2eu6nK96Qy4rvT/ebsTuU5fsurPMdZeTz66KNA0cRetw961+l0zJkzB71ez2OPPWZoHzRokGH74ssxxXEsWLCgTM85a9YsWrduTUhISKnbqFQqOnXqRHp6ulGRuXbtWuLj400WuJcuXTIUjHfOgFra/oodO3YMjUZTYjxN8TwtxYN1TbG2tqZ58+YkJyeze/duQ7uiKHz88cf88ssvACaLiIMHDwKmx+CUpb86k0swZhQZGcmHH37IlStXGDlypKG9+MDJysoy3P0CRX9Q27VrR2JiIsOGDSM0NJT09HQ2bdpEfn4+9vb2Jr8pDhw40PBH+OWXXy7RP2nSJPbv388777zDpk2bCA4OJiUlhY0bN6LRaJg1axZqdem1aXke36BBAwBWrFhBRkYGTz/9dKmzCE6aNIl9+/Yxbdo0Nm7cSMuWLTl8+DCJiYn07t3bcCZn5syZDBs2jGnTpvHLL78Y5lFISEigcePGTJs2rdJea2Xw9PRkxIgRfPHFFwwYMIDIyEjUajU7duwgKSmJf/7zn4bT1uXJV7HHHnuMr7/+mtmzZ3P48GHc3NzYvHkzzs7OJU6BlzXHpuIoz/PcTVW9J5UVn6l4K5ozU+9deY7f8ijPcVYeoaGhjB49mtjYWAYMGEC/fv2wt7dnx44dnDp1io4dOzJq1CjD9p07d+aJJ55g5cqVPPzww/Tt29cwD4izszNeXl53PVs0Z84c9u3bx4oVK+45s2ffvn3ZsGEDO3fuNEyNvnr1ahISEmjUqBFhYWE0bNiQnJwczp07R3x8PDqdjpiYmBJ3opS2PygqFI4fP46Pjw/29vZGjymefv9esY4ePZrXX3+d559/nocffhhXV1fi4+PJzc3Fz8+PpKQkk2dAdu3ahUajoVevXib3e6/+6kzOgJhR27ZtDd9Abh/h7ufnZ2i/vQBRqVQsXLiQIUOGcPnyZb788kv27t1LREQEq1evpnv37pw/f56LFy8aPU+vXr1wcnLC1tbW5G2bHh4erFq1ipEjR3L16lWWL19OYmIiPXv2ZOXKlfecrKg8j+/UqRNPPfUUN2/e5KuvviIpKanU/Xp7e/Ptt9/yxBNPcOLECb788kuuXLnC2LFjjb45+fj4sHr1ah599FFOnjzJV199RXJyMiNHjmTNmjVGf/Tv97VWlldeeYUZM2bg5OTE999/z6pVq3B0dOTdd9/lX//6l2G78uSrWGBgIJ9//jlBQUGsW7eOH374ga5du7J06dISfxTLmmNTcZTnee6mqt6TyorvTveTM1PKc/yWV1mPs/J69dVXef/992nevDlr165l+fLl6PV6XnrppRKTkAHMmDGDKVOm4ODgwDfffMOPP/5It27dWLJkCVqt1uTMpFA0i+yPP/7IsmXLDLel3k3fvn2pX78+a9euNcrBCy+8QMOGDUlMTGTJkiV8++23XL58mUGDBrFq1SqmTZtmssg1tT8ouhtKq9WavPxy6tQpHB0djf52m/Loo48yefJk6tWrxw8//MDGjRvp1q0b3333HdevX8fb27vEwN2srCw2bdpEVFQUDRs2LLHPe/VXe+addkQIIURdde7cuRITKBZ76623lK5du5aYdPFe/vOf/yj+/v7K0aNHKyVGU/v73//+Z3KSuYyMDCUwMNAwcWRFFE8A9/zzz5fo+/LLLxV/f39l7969Jh97r/7qTs6ACCGEqFTXrl0rsTJwbm4us2fPBkpOUDdjxgzWrFnDe++9h4uLC9euXePatWtlWmZ+xIgRNGrUiA8//LBSYje1v+IxGsUTQBZLTEzEysqqxHiS8iieG+bOyy+3bt3is88+o1+/fobbiMvTXxPIGJBSKIqCXl9yEFNNplarat1rKi/JgeQAJAdQtTlYunQpP//8M507d8bT05Pr16+ze/durl69SmRkJL1790Gn+6tAWbFiBVD04X+7sWP/ybhx4+76XFZW1rz77rvs2ZNAVpa2XON9TOXg9v29++4czp07S1xc3J/TJvgbxR0ZGcXBg4cAjNrL4+jRortrAgNbG+3j4sVLPP743xk8eLDJfd+rv6yq4jhQq1VluitMpSgmhgoLdDo9aWn3rr5rCisrNe7ujqSnZ1NYWPGDtSaTHEgOQHIAVZ+DxMQEVq36mtOnT5GRcRO1Wk2zZs3p3ftB/v73oeVaIK6q3CsHFy6c55lnnqBevfqEh0fw3HNjSx27cj+mTHmZHTu2sWbNz3h5VXz8T0VU1XHg4eGIRnPvCyxSgJRCCpDaR3IgOQDJAUgOQHIAli9AZAyIEEIIIcxOChAhhBCiDirMyDT6aW5SgAghhBB1TMaObfzx4fsA/PHh+2Ts2Gb2GKQAEUIIIeqQgrQ0Ur5cCsVDQBWFlOXLKLhtqn1zsPxQ5BpMr9ej05V9zQ5L0utV3LqlIT8/D52ubo47ruocaDRWVT6tuxBC3K+sPfF/FR/F9HoKUlOw/nNVYHOQAqQCFEUhMzON3FytpUMpl+vX1SUmB6prqjoH9vZOuLh4VGhVWyGEqEqKXk/yxx+QffhQyU61Gmtz3wZs1merJYqLDycnd2xsbGvMh41Go6qzZz+KVVUOFEUhPz8PrbZocUBX13r3eIQQQpiXSq3Gur4naDTYBwRC3q2iDrUa75jhZj37AVKAlJterzMUH05O5V8y25KsrNR19n73YlWZAxsbWwC02nScnd3lcowQwqL0eXmk/7oBx3btsWtWtLpvvYGDcOvVBxtvb8guOovfePwEcCz/Ssn3SwqQctLpdMBfHzZC3K74uNDpClGrbe6xtRBCVD5FrydrdzzXv/+OwvR0ck+eoPHEV1GpVGicnNA4FRUbVq4uhp+W+HIqBUgF1ZTLLsK85LgQQlhSzonjXFv1DXkXLwBgVa8eLuERFo7KNClAhBBCiBou/+oVrn23iuyDBwBQ29vj0f8R3Hr3Rm1dPc/GSgEihBBC1HDZR38vKj7Ualwje1Jv4N+wcq7e4xSlABFCCCFqGH1BPoU3bmDToCEAbpE9yb9yBfdevbFp2MjC0ZWNFCCiVlm6NJbExAQ+/vjzu2539eoVHnvskRLtr702jUceGQTA+vU/8d//LiM5+Q8aNWrCyJFjiI7uXRVhCyFEmSiKgnZvAtfWfItKraHFzFmorKxQWVnh/fQzlg6vXKQAEbXGqlVfs3jxZ7RvH3LPbc+cOY2NjS2rVv2P28eNOv05OnzDhnW8++5b/POfL9GtWzibNm1gxozX8fLyIiioXVW9BCGEKFXumdNcW/UNt84mAWDl7k5+agq2jRpbOLKKkQJEkJiYwLJli0lKOkNBQT4NGzZi2LBnePDBhy0dWplcu5bKu+++zeHDB2j2573u93L27BmaNWtO/fr1S/QpikJs7H/4+9+H8fe/DwVgxIjRHD58kAMH9kkBIoQwq/xrqVxf/S3axL0AqGxt8XiwP+59H0RtW3OnhJACpI47dOggr776In//+zCeeWYkhYWFnDhxDI1GY/ZYrlxJ5vHHB5ba/+23P9DQxLXNkydP4OzszNKlK1i6NJYrV5Lv+VxJSadp0cLHZN/Fixe4ciWZPn36GbW///7H99yvEEJUpvyUq1yYPg2lsBBUKly696D+oCFYublZOrT7JgVIHffrr+sJCenICy+MN7R17drdIrF4eXnzv//9Umq/m5u7yfbw8AjCy3mfe1JSEvXq1Wfs2NFcunSRJk2aMmLEaB54oCuXLhXdP5+be4uJE8dx6tRJGjZsxPDho8r9PEIIUV6KohjmFLLxblA0bbqi4Pn4k9g2bWrh6CqPFCCVZOPGX/j00w/Jzs62yPM7Ojoyduy/6NPnwXI9ztbWjoMH97N8+VL69n0Qb+8GAGRk3GTmzDe4cuUPrKysaNMmiIkTX8PGxvT95OfPn+Ptt6ej1Wrx8vLijTfepn79+qW2m6LRaKhXz3RfZSooKODSpQvY29sxduyL2Ns7sHHjOl555V8sWPCJ4T18++3pjBz5HC+8MJ64uC1MmfIyCxZ8QlhY5yqPUQhR9yiKQvbB/dz4+ScavzjBcBtto7HjUdnY1LqJDqUAqSTLli3m3LmzFo7hi3IXIKNGPQ8orFz5FZ9//gnBwe154YXxNG/egpiYEXToEIper+fNN6fx3XffMGyY6VHW8+e/w9NPDycqqhcrVnzFf/7zEdOmvVlquylXr14lJubxUmNdvvxbGjRoUK7XZ4q1tTW//BKHRqMxFFSBga05f/48K1Z8Rf/+RXfHDBsWw0MPDQCgVasATp06wcqV/5UCRAhRKQrS0ihITcHayxtdZgbXVn1D7qmTAKSvX4fn358EqNHjPO5GCpBKMmLEKBYutOwZkOHDR5b7cQ4ODowfP5Fx4yZw6NABFiyYy7Rpk/jf/zbQoUMoAGq1msDANly58ofJfaSl3eD8+XNERkYDMHDgIAYN6s/Ysf8y2V5aAVK/fn2WLPm61FhLO3NSEfb29iXa/PxasmfPb3h5eQHg69vSqN/Hx5fffttZaTEIIequjB3bSPlyKSjGq3OrrK1x79MP94dqxk0A90MKkErSp8+D5T77UJ2oVCo6dAglIqIn33//rVFfXl4e69f/yNixL5p8bGpqKl5e3obTg46OTlhZWZXanpFxE1dXtxL7sbKyokmTqr++eebMaV54YSTz539E+/YdDO0nThzDx8cXf/8AHBwcOXr0iFF/UlISjRs3qfL4hBC1W0FamsniwzEkFK8nn8K6Xj3LBGZmUoDUYXPmzEKjURMSEoa7uzsnThxjxYrlPPXUcMM2er2eWbNm0LFjZ7p06VbKnhSTrXq9zmS7Ja5jarVaCgoK8PSsh6+vHz4+frz33ju8/PIU3Nzc+OGHNRw9eoRFi77E1taOYcNiWLo0Fk9PT9q0CWLTpg3s3bubf/97odljF0LUbIpeT97lS+QcO4pbz14UpKaUKD4A3Hv1qTPFB9SwAmTq1KnodDreffddo/b4+HjmzZvHmTNnaNCgAWPHjmXQoEGWCbIGadGiBZs2bWTTpo3odDqaNm3Gyy9PNox7AHj//TlYWVnxr39NLHU/Xl7eXLuWahi5nZOTTWFhIQ0aNDTZ7uLiao6XZ+SDD+Zz4MA+1q79GbVazZw5C/jPfz7ijTdeIytLS0BAAAsWfIKfX9FllxEjRmNnZ8fnn3/K9eupNG/uw6xZcwkNDTN77EKImqcg7QY5x44W/Xf8GLqsLABsmzTFplFjUKmMixC1GmsvbwtFaxk1ogDR6XTMnz+f7777jsGDBxv1JSUl8fzzzzNq1Cjmz5/P1q1bef311/H29qZr164WirhmeOKJp3jiiadK7V+48ANSU1OZPXveXc9aeHjUo1mz5mzfHkdkZE9+/HEtERFRpbZXpalTZ5Sp3d3dnSlT3rjrvp588mmefPLpSopMCFEX5Jw4TspXyyi4etWoXWVrh0NAACobG6w9PPB+ZgQpy5eBXg9qNd4xw7H28LBQ1JZR7QuQpKQkpkyZwqVLl2jUqOQkVMuWLSMwMJAXXywan+Dr68uxY8eIjY2VAuQ+nD2bxNdfL6d58xaMHl1050unTg/wz38W5fmVV/7F6NH/IDCwDQAvvzyZWbNm8OmnH+Hp6cn06W/ftV0IIWoyRafj1vlz5Bw7il0LHxyDi2ZI1ji7FBUfKhV2Pr44tGmLQ5u22Pv6obL66yPXtUckDm2DDXfB1LXiA2pAAZKQkEDr1q359NNPeemll0r0JyYm0ru38QJhXbp0YdasWUaTuVSElZW6RJteXzPvwy5Ow51n/Urj6+vHzp2JpfbPn/9hie0XL15ucj+m2i2hvDm4HxqNyuTxY2kajdroZ10kOZAcQPlzoCgKhWlp3DqbRO65s+SdO4c+71bRPhQdViEdiv6/WRNaTJmKbfNmaOxK3m13Oyuv+th7Vf3cR6Wx9HFQ7QuQoUOH3rX/6tWrJeaG8PLyIjc3l/T0dDwqWFWq1Src3R1LtN+6peH6dXW1/YC5l7r8B6dYVeZAr1ehVqtxdXXAzs6uyp7nfrm43P0PY10gOZAcQDlz4OEELZsBPe++XZfQ+4rJ3Cx1HFi0ALl8+TK9evUqtX/nzp14enredR+3bt0qMTtn8e/5+fkVjk2vV8jMzCnRnp+fh16vR6dTKCzUV3j/5qZSFX3w6nT6Kv/2X12ZIwc6nYJerycjI4fcXNN3AVmSRqPGxcWezMxcdLqac/xWJsmB5ACA3BzcG3mSnnwN7B0A0BcWkn/pIrlnz6K/dYt6D/81IP/Kos+KVp5t2gw7H1/sff2wadgQlbrmfqmrquPAxcW+TF/0LFqAeHt7s27dulL7y3L2wtbWtkShUfy7qcmmysNUgaHT1cxP7+IP3LpafIB5c1DdC1SdTl+t4zMHyUHdzUHGjm1od27D/f15XJg/F5V7PfS3bpF76iRK8eeJRoNzZDTqP89kuvZ/BCs3d6NZSXV6igaR1nCWOg4sWoBYW1vj5+d3X/to2LAhqampRm2pqak4ODjg7Ox8X/sWQghRuxSkpXHg809J9qpPByDlVi5Ofy5zD6BxdcWhdRsc2wT9NXCMokXhROWq9mNA7iUsLIyEhASjtvj4eEJDQ1HX4FNjQgghKodOp+PQnng2rvqG304c5eLVKwQFBfEi8FPKFZ4EXKN64hYVjU3jJrVu0bfqqsYXIDExMQwePJj58+czePBgtm3bxoYNG4iNja3S51Xq8rUMUSo5LoSoHnJzc9kdv5NNa1eza+8ebubmmtzO39EZsrLx6P9InbwV1pJqfAHSqlUrFi5cyLx581i2bBlNmjRh3rx5VTYHiEajAYoGo9rY1M4VCkXF5efnAaDR1Ph/WkLUOGlpN9i+PY4tG9axZ28CeYUFJbZRq1S09fHjoQYNAejh6YXToAgpPixApchXNpN0Oj1paaZXts3IuEFurhYnJ3dsbGxrzOk6jUZVYwfRVpaqyoGiKOTn56HVpmNv74Sra/Vcz8HKSo27uyPp6dl1cvAhSA6gduXg/PmzxMVtJS5uM4cOHTB5FtLW2pouHTsT/dDD9OgRVXSDQ7YWzxYNuXb+Cjg6WSByy6uq48DDw7H63wVTU7m4FFXKWm26hSMpH7Vajb4WjNi+H1WdA3t7J8PxIYSofDqdjsOHD7Ft2xbi4jZz/vw5k9u52dsTHvYAfYY8xgNdw0vMy2Pl6mL4WdOLsJpKCpAKUKlUuLrWw9nZHZ2u0NLhlIlGo8LV1YGMjJw6exakqnOg0VjJwGchqkBubi579sQTF7eZbdu2kp6eZnI7X18/oqKiiejRk3btO8i/x2pOCpD7oFarUatt7r1hNWBlpcbOzo7cXF2drfYlB0LUHMXjOeLiNrN792/cunWrxDYqINDFlfAOoTz47HP4hdSsGUjrOilAhBBCVAvnz59l69aiSyuHDx80PZ5Draa9iytdW7el15DHaBLR02hyMFFzSAEihBDCIorHc8TFbSYubjMXLpw3uV29evWJ6BFJ26spdOvTD8/IKKzr332ZDlH9SQEihBDCbHJzc9m9+zfi4jazfXtcqeM5mtjZ07lxE/72xkyCg9vLeI5aqEIFSG5uLlqtFrVajbOzc4nF4IQQQohiaWk32LZtK9u2bSl1PIcaCHByJszNnTA3d3zaBOES3gPXoHY1esE3UboyFyAXLlwgNjaWbdu2ce3aNaO+xo0bEx4ezqhRo2jatGmlBymEEKJmOXfu7J+XVrbcczxHmJsHoa5uuNevj0vX7rh0C8e2USMLRC3MqUwFyP79+xk9ejRubm707t2bZs2a4ejoCEB2djYXL14kLi6On3/+mSVLlhAUFFSlQQshhKheisZzHCQubstdx3O4WVvT0c2dTq7uBLm4YvPn2Q3vZ0fh0qUbqj9nmxa1X5kKkLlz5xIcHMyiRYtKvdwyefJkRo8ezZw5c1i+fHmlBimEEKL6yc3NJT5+F9u2bbnneI4wN3c6ubnj5+iE2sTs0db16kvxUceUqQA5fvw4H3zwwV3HetjY2DBy5EgmTJhQacEJIYSoXm7cuM727XFs3fIru/fEk5+fX2IbtVpNgIMjndw8CKvvSYvA1tj7+GLn64eVhweX3p0Ft1+SUaux9vI246sQ1UGZChB3d3eSk5Pvud358+cNl2aEEELUfIqicP78Obb+uoHNv/zEsbNJmJpH2M7amu4RUURF9aJ71+6ojxzBztcX28ZNUFkZf9R4PzOClOXLQK8HtRrvmOGyGFwdVKYCZODAgcybNw+1Wk2fPn2oV894oa309HQ2bNjAggULGDp0aJUEKoQQwjzyMzLYu/EXdh7cx64jh7h48YLJ7dxsbOji40ePzl3o3v8R3Fq3+auzZ3Sp+3ftEYlD22AKUlOw9vKW4qOOKlMB8uKLL5KVlcXbb7/Nm2++iYODA87OzqhUKrRaLVqtFkVRGDx4MC+//HJVxyyEEOI+FGZkgrsjhRmZ6G1sybt0kfTjx4nfGceuw4fYm3KFrELT61w1r+9JRKcHiH5oAO2690BTwXEb1h4eUnjUcWUqQDQaDdOnT+f555/nt99+4+zZs2RmZqIoCs7Ozvj4+NC9e3cayW1TQghRrd3cvo3sXdvwfH8eJ96fQ9zhwySkpnAkM4MCE7fKqtVqQkI6EhUVTVRUL5o2bWaBqEVtVK6JyBo0aMCQIUOqKhYhhBBVQJ+fT87R37n5205O/baLK96edABmnTzOkdMnS2xvb29Pt27hREX1okePSNzc3M0es6j9ylyA6HQ61q1bx7Zt2zh//rzRTKh+fn6Eh4fz4IMPynS5QghRDejz8sg+coiMvQns37WThGsp7LuZzpW8WwSpgngJjAaTenp6EhHRk6ioXnTu3AVbWeBNVLEyFSApKSmMHj2aM2fO4OfnR7NmzfDx8UFRFHJycjh8+DDff/89ixYtYtGiRdSvX7+q4xZCCFGK5PU/s2XpYhKvX2NfRnqp4zka2NrRqmFj/jbtTdp17SZfIIVZlakAmTVrFlqtlp9++gk/Pz+T25w5c4YxY8bwzjvv8N5771VqkEIIIUzTabVoD+4n292D3SePExe3md3xu8gvKCixrVqtpp1vSx5sUDReb0KrAJxGPIdr93Bzhy1E2QqQXbt2MXPmzFKLD4CWLVsyceJE3nrrrUoLTgghREmFGTfJ2rePE3Gb2bE/kb3paZzJzkYxMUOHvb0D3bsXjecID48oGs+RrQWg8fgJ4Ohk7vCFAMpYgFhbW2NtbX3P7VQqFYWlnOqrDFOnTkWn0/Huu+8atcfExJCQkGDUFhoayooVK6osFiGEMCd9fj5pcVtI3LCenb8fJvFmOlfzSq4qC0XjOSIji+5a6dTpgRLjOaxcXQw/Cwv1VR67EKaUqQDp1q0b7733Hn5+fqWeBUlKSuK9996je/fulRogFA2AnT9/Pt999x2DBw8u0X/q1ClmzJhB7969DW1lKZiEEKI60+XkkK+C+PhdbN2yibhf1pFVWPLSCkDLlq2IiupFVFQv2rRpK+M5RLVXpgJkypQpjB49mgEDBuDj40OLFi1wcnIyTER28eJFkpKSaN68OVOnTq3UAJOSkpgyZQqXLl0yOc9ISkoKN2/epEOHDnh6elbqcwshhLnlJSdzcdtW4jasY/flixzJzDC53opGo/lzfo5eREVF06RJUwtEK0TFlakA8fT0ZM2aNaxfv55du3aRlJTE2bNnDRORBQYGMmrUKPr373/XBesqIiEhgdatW/Ppp5/y0ksvleg/efIkarUaX1/fSn1eACur2vMNQqNRG/2siyQHkgOoHjkozMikMO0GVh710Lg4k3/1Kmfjd7F37x5+v3qFi7k5RRs28Ma/wV+LtNnZ2dG+fQhhYZ0JCQnFycm5Qs9fHXJgaZIDy+dApSgmpr6rpmJiYmjcuLHRGJDY2FgWLVpEVFQU8fHxODo60q9fP8aOHXtfxZCiKKhMLBkthBBCiPtXrplQr1y5ws6dOzl37pzRRGQtW7akS5cueHuXbznly5cv06tXr1L7d+7cec/LKqdPnyYvL4+wsDBGjRrFsWPHmDNnDsnJycydO7dc8dxOr1fIzMyp8OOrG41GjYuLPZmZueh0dXPQmeRAcgCWy4GiKKQfO0r80sUczcrgpFZLdimD9ps1a07Hjp3o2LEzvr6+lT6eQ44DyQFUXQ5cXOzLdFalTAVIfn4+b7/9NqtXr0an0+Hk5ISjo6NhIjKtVouVlRVPPvkkr7/+epn/sXh7e7Nu3bpS+z3KsFDR7NmzmTZtGs7ORaci/f39sba2ZuLEiUyaNOm+JkWrjaPDdTp9rXxd5SE5kByA+XLwx5FDbFq1gu274zl8PdXkeisatZrQjp3+vHPFeDyHXg96fdXEKceB5AAsl4MyFSALFixg7dq1TJs2jX79+pUoDNLS0vjll1949913cXR0ZMKECWV6cmtr67vOLVIWGo3GUHwU8/f3B+Dq1asyK6sQwqwUReHMyeP8Evs5O/YlcCo9zeR2dmo1HVzdCHOvx6D3P6J+ixbmDVQICytTAfLjjz8yceJEhg4darLfw8ODYcOGkZeXx7Jly8pcgFSGoUOH0rJlS6MJ0I4cOYK1tTUt5B+0EMIMCgsLObAnnu27dxEXt4VLly6a3M7T05OuAa0JSr1GWydnrK2s8I4Zjqv8rRJ1UJkKkOzs7DLdZeLj40N6evp9B1UeAwYMYPbs2QQFBdGtWzeOHDnC3LlzGTVqFE5OMsOfEKJq5ORks+PXjWz+YQ3xRw6TlZ9ncruWfi3pGd2HqKho2rQJQqVSUZCWRkFqCtZe3liX4VKzELVRmQqQoKAg/vvf/9KtWzesrEw/pKCggCVLltC6detKDfBennrqKdRqNcuWLePtt9/G09OTESNGMGbMGLPGIYSo/a5dS2XrhvVs+fkH9p08ToGJsRkajYbQ0DDD/ByNGzcpsY21h4cUHqLOK9NtuIcPH2bkyJE4OTkRFRVlciKyrVu3cuPGDb744gs6duxojtirlE6nJy0t29JhVBorKzXu7o6kp2fX2QFXkgPJAZQvB4qikJR0hri4zcTFbeH33w+b3M7e1pbuXcPp2edBwsN74OrqVgWRVx45DiQHUHU58PBwrLy7YNq1a8f333/PokWL2L59O998841Rv7e3N927d2f06NFVMiGYEEKYS2FhIQcP7mfrpg3Ebf6VP66lmtyuvosrkVHR9HqwP2FhD1T6JIxC1HZlngekadOmzJw5E4C8vDwyMzPR6/W4uLhgb29fZQEKIURVy8nJ5rffdrJ186/s2L6VzGzTZz9btQogonMXovsPMIznEEJUTLkmIitma2sr664IIWqkwoxMcHfk+sULbPqt6K6VhN3x5JtY5E2tUtHetyV9Hn2cyEjT4zmEEBVToQKkNJcuXWLhwoW88847lblbIYS4b4qicHDVCn7f8xsTly9j3KQJ/P777yW2s9dY0TkgkOiHHiZq4OBqP55DiJqqUguQtLQ0vv/+eylAhBDVQmFhIQcO7GPbti1s3bSRP65eISgoiIl3bFff1Y2uvi2JHvA3ug0YiK2trUXiFaIuqdQCpH379pw4caIydymEEOWSna0lPn4XW7dsYsf2ODK1WSa3a2hnR0DDxjw8fgIhDz0s4zmEMLNKLUCEEMISUlNT2L59K1u3biYhYTcFBSbGcwBtnF0Y2KAhAC/5tiJbbYNPl25SfAhhAWUuQG7evMn333/PxYsX8ff3Z9CgQSXufpExIEIIcyian+M0WzZvZOuGXzh+9ozJ7ew1Gjq18CUyIoqejz6O5tw5tLu2F3Wq1XjHDJcJwYSwkDJNRHbx4kWGDRtGeno6Tk5OZGRk0KhRIz766CPatm1r2O7QoUM8+eSTHD9+vEqDNgeZiKz2kRzU7BwUj+fYvO5Htm/fSvKNGya38/ZuYFhVtmNoGLZ2dsYbZGvxbNGQa+evgGPdXK6hJh8HlUVyUEMmIps3bx7169fn+++/x9PTk927d/N///d/DB8+nMWLF9O+ffv7DlgIIe6Una1l164dbNu2lR07tpGZmWFyO9/6XkR07UbvwY/RNqTjXS+pWLm6GH7W1Q8eIaqDMhUgBw4c4I033jDM/dGlSxdWrlzJ8OHDGTNmDF9//TV+fn5VGqgQom5ISbnK5rWridv8K/vPnKLQ1HorKhXt/VrSs1dfogcOlvk5hKiBylSA5OfnY3fHaUwPDw9iY2N54okneO6551i5cmWVBCiEqF3uXAlWURROHjrAr2u+Zcfu3ziVmmLycU5OTnTvHkFkZE/CwyNxcXExc+RCiMpUpgIkICCA1atXExERYdTu7e3NZ599xrBhwxg1ahTjxo2rkiCFELVDxo5tpHy5FJ1ez3FtFscbNuS30yf544/LJrf3dHMjKqInPR98mE6dOmNtLeutCFFblKkAGTduHKNGjeJvf/sbw4cPZ8iQIYa+gIAAPv74Y8aOHcvLL79cZYEKIWq29LNn+eHf75GYnsb+jHSydTo4eazEdq1a+BDVux/RvfoQGNhGbpEVopYqUwHywAMPsHz5cj7//HNSU0uuDNm1a1f++9//MnXqVJmITAhhkHLpIhu/+S9x27dy6PIlCk3cdKfRaAgL60xUVDSRkdE0atTYApEKIcytzPOAhISE8Omnn5ba36ZNG77//nsuXbpUKYEJIWoeRVE4c+YUcXFb2PLLzxxPKn1+jhAXN8I8PBi04GM8mjU3c6RCCEur9JlQmzZtWtm7FEJUY4WFhezb8xu/rv6WXYcPcuX6NZPbedf3pGvrtgSlptLG0QkrKyu8Y4bjKsWHEHWSTMUuhCi37GwtO+O2sOl/a4g/dABtXp7J7fz9WtGzd1969uxFQEBrVCpVibtghBB1kxQgQogySUlJYdu2LWz6YQ37jx01PT+HWk1Ypwfo2bMXkZHRNGzYqMQ21h4eUngIIaQAEUKYpigKp0+fYsuvv7B91w6OHfvd5HYOtrZ0f6Ar0Q8NIDw8EmdnZzNHKoSoiap9AXLlyhXmzZvHnj17yM/Pp127dkyePJlWrVoZtomPj2fevHmcOXOGBg0aMHbsWAYNGmS5oIWooQoKCjhwYB9bfv2FuC2buHrjusntPF1ciYqIIvrhgYSFdZL5OYQQ5VbuAuSZZ55h+vTp+Pn5odfrGTFiBDNnzqRFixaVHlx+fj5jxozBw8ODzz77DFtbWz755BOGDx/OTz/9hIeHB0lJSTz//POMGjWK+fPns3XrVl5//XW8vb3p2rVrpcckRG2j1RattxK3eSM7dmxDm5tjcrvAwDZERRUt8lY8nkMIISqq3AVIQkIC2dlFq8QqimL0e2VLTEzk1KlTbN++HW9vbwDmzp1L586d2bJlC4899hjLli0jMDCQF198EQBfX1+OHTtGbGysFCBC3KEwIxPcHUk5f57Nv+0iLm4zCQl7KCwsKLGtRqWig68fPfs+RK+Bg02O5xBCiIqq1pdgWrVqxeeff24oPoopikJGRtGqmImJifTu3duov0uXLsyaNQtFUe7rW5qV1b2XE64pipdGLssSybVVXc+B9sA+jv+2g77TpvJR7ELOnCmaoyMwMMCwjZ2VFcE+vnTq3oOOPXri6OhgqXCrTF0/DkByAJIDsHwOqnUB4unpSWRkpFHbl19+SV5eHt27dwfg6tWrNGjQwGgbLy8vcnNzSU9Px6OCo+3VahXu7o4VC7wac3Gxt3QIFldXc+AeHUHT6KL1nD755BMLR2N5dfU4uJ3kQHIAlsuBRQuQy5cv06tXr1L7d+7ciaenp+H3jRs3smDBAmJiYggMDATg1q1b2NgYD4Ar/j0/P7/Csen1CpmZpq+F10QajRoXF3syM3PR6UrePlkX1MUcZO1LRHvwAPl/Lva23caKf815lxkTJuJ07Trd/z6UgPAedWo8R108Du4kOZAcQNXlwMXFvkxnVSxagHh7e7Nu3bpS+28/e7FixQreeust+vfvz5QpUwzttra2JQqN4t/t7e+vqissrH0HpU6nr5Wvqzxqaw4UvZ5b585i5+OLSl30jz/zyO9k7Nhh2CbC1weAQajJzs6leUAbdDoFKLlGS21XW4+D8pAcSA7AcjmwaAFibW2Nn5/fPbebP38+ixYtIiYmhqlTpxp9W2vYsGGJBfJSU1NxcHCQ+QhEracUFpJz4jjaA/vQHjyALiODJpOm4OBfNK7DNTwC26bNcGrfgewjh9Du2l70QLUa75jhMiGYEMJiqvUYEIB58+YRGxvLpEmTGDVqVIn+sLAwEhISjNri4+MJDQ1Fra67g4tE7aW/dYvsw4fQHtxP9pHD6HNzDX1qOzsKr1+HPwsQuxYtsPvzFnnXHpG4hnYEoPH4CeDoZPbYhRCiWLkLkM2bNxvGZWg0GjZv3oyXl1elBwawZ88eYmNjiYmJYeDAgVy79tciVw4ODjg6OhITE8PgwYOZP38+gwcPZtu2bWzYsIHY2NgqiUkIS1D0esNllbzkP7jy+V8rU2tcXXHqEIJTSEfsAwJRW1uXuh8rVxfDz7p+2lkIYVnlLkAaN258198r008//QTA8uXLWb58uVHfuHHjGD9+PK1atWLhwoXMmzePZcuW0aRJE+bNmydzgIgaLz8lpejSyoH92DZugvczIwCwa+GDvX8Adr5+OIWEGo35EEKImkKlKErdG31WBjqdnrS0qplgzRKsrNS4uzuSnp5dZ7/5VvccKIpC3oXzaA/sR3tgP/nJfxj6NC4u+M7/930XGtU9B+YgOZAcgOQAqi4HHh6O1f8uGCHqmrstRX/5vbnknjj+V4NGg0NAIE4hoTi2D5GzHEKIWkUKECHMJGPHNlK+XAqKAioVdn4tafLyJMOYDbsWPtw6dxbHoOCioiO4PRrH2jcZnhBCgBQgQphF3uVLfxUfAIrCrTOnyUrYg2v3cAA8HnqYen8bhFpWlhVC1AHlLkCSk5PLtX2jRrKAlai7bp0/z/XVq8g5cfyv4uN2t01AKmc7hBB1SbkLkOjo6HJN23z8+PF7byRELVFw7RqKrhCbBg0BUNlYk3P8mOmN1WocAtuYMTohhKg+yl2A/Pvf/2b69Om0bduWgQMH4u3tTXp6Olu2bGH9+vW88MILVXprrhDViaIo5F9JRrt/H9r9+8i7eAGnsM40+sdYAGwbNcYrZjgOrduSe/I4KcuXgV4vM5EKIeq8chcga9euJTo6mnfeeceovX///tSrV4/9+/czbty4SgtQiOro1vnzaPcnkrU/kYKrV//qUKlQCgtQFMVwptAtsicANl5eOLQNLvUuGCGEqEvKXYDs3r271KW8IyIi+Oabb+47KCGqm9sLCoCU5UvJu3AeAJWVFQ5t2uIU2hGn9iFo7rIGkbWHhxQeQghBBQoQd3d3Dh48SPfu3Uv07dq1C29v70oJTAhLUwoLyTl5Au3+RLKPHKH5m2+j+XOFZZcuXcmtXx+n0DAc27U3tAshhCibchcgjz32GJ9++im5ublER0fj4eHB9evXWbduHd988w1vvPFGVcQphFno8/PJOfp70ZiOQwfQ5+QY+rKPHMKlcxcA3Pv0w71PP0uFKYQQNV65C5CxY8eSlZXF0qVLWbx4MVB0etre3p6JEyfy5JNPVnqQQpiD9vBBrnz2KUpenqFN4+yCU2goTqFhOAQEWjA6IYSoXcpdgKhUKiZPnszYsWM5ePAgGRkZuLu706FDB5ycZHlvUX0VZmSCuyOFGZno9AraQwexcnfHsW0QALZNmqLk5WHlUa9oPEdoR+xbtpIp0IUQogpUeCZUFxcXIiIiKjMWIapMxo5taHduw/P9efzxwXtknzsPioJDUDtDAWLtUY/mb76NTaPG5ZrrRgghRPnJVztR611fu4aUZUuMZyJVFGwaNsIhIMBoW9vGTaT4EEIIM5C1YEStoigKBSkp2DRoYGjTHjpocluvp2JwCGxtpsiEEELcTgoQUeMpej25Z06jPbAf7YF9FN64ge/8f2Pl6gqAe6/epCxdYvwgtRprL7llXAghLEUKEFEj6QsKyD1xHO2BfWgPHECXlWnoU9nYkHfpIlauwQC4hkeAoqDdtb1oA5kGXQghLE4KEFEjZSXsIWVJrOF3tYMDju3aF00M1jYIta2t0fauPSJxDe0IQOPxE8BR7tgSQghLkgJEVGs6rRbtoQNoD+zHsU1b3KJ7A+DUvgM33D3+LDo64hAQiMrq7oezlauL4Wdhob7KYxdCCFE6KUBEtVOQlob24H60+/eRe+pk0eqxFBUjxQWIxskJn7nvyR0rQghRQ1X7AuTKlSvMmzePPXv2kJ+fT7t27Zg8eTKtWrUybBMTE0NCQoLR40JDQ1mxYoW5wxX3QVEULs+fQ+7JE0bttk2b4hRSNDHY7aT4EEKImqtaFyD5+fmMGTMGDw8PPvvsM2xtbfnkk08YPnw4P/30Ex5/DiI8deoUM2bMoHfv3obHWltbWypsUYqCtDTDUvRW7u7kXbpI7qlTuPfuAxQVFGp7e1CpsPNriVNIKE6hHbHx9LJw5EIIISpbtS5AEhMTOXXqFNu3bzessjt37lw6d+7Mli1beOyxx0hJSeHmzZt06NABT09PC0csSpOxYxspXy41TAamdnREn50NgGP79oYiw/Oxv+MdMxwrVzcLRSqEEMIcqnUB0qpVKz7//HND8VFMURQyMjIAOHnyJGq1Gl9f30p/fiur2jNRrEajNvppTrlJZ9DuiMPRp4Vxh5UVDi1bYWWlNuTaqknjKovDkjmoLiQHkgOQHIDkACyfA5Wi3D4/dfUXGxvL/PnzWbt2LYGBgcTGxrJo0SKioqKIj4/H0dGRfv36MXbsWGxsbCr8PIqiyBgDIYQQoopY9AzI5cuX6dWrV6n9O3fuNLqssnHjRhYsWEBMTAyBgUVLo58+fZq8vDzCwsIYNWoUx44dY86cOSQnJzN37twKx6bXK2Rm5lT48dWNRqPGxcWezMxcdLrKvwVVX1BA7pkz5B4/Ru7pUzh36YpbZBQABddvkLzwQ+MHqNU0Hj/BcGusOVR1DmoCyYHkACQHIDmAqsuBi4t9mc6qWLQA8fb2Zt26daX2e9w2U+WKFSt466236N+/P1OmTDG0z549m2nTpuHs7AyAv78/1tbWTJw4kUmTJlG/fv0Kx1cb54rQ6fSV9rr0t26RffgQWfsTyT5yGCUv76/nQYVT96LVklVu7jj1iCJl+bKiW2r/nIkURyeL5Lgyc1BTSQ4kByA5AMkBWC4HFi1ArK2t8fPzu+d28+fPZ9GiRcTExDB16lSjSyMajcZQfBTz9/cH4OrVq/dVgIjSKXo956a+hu7PsTgAVh71cO4YhlPHMOx8jd9X1x6ROLQNNtwFI9OgCyFE3VatB6ECzJs3j9jYWCZNmsSoUaNK9A8dOpSWLVvy1ltvGdqOHDmCtbU1LVq0MGOktZdOq0V7cD+5p0/jPWIkKpUKlVqNQ+s23Dp7FqfQjjiHdcK2eYu7jpux9vCQwkMIIQRQzQuQPXv2EBsbS0xMDAMHDuTatWuGPgcHBxwdHRkwYACzZ88mKCiIbt26ceTIEebOncuoUaNwcpL1PiqqMCOjaDbSxERyTh43zEbq1qs3ds2aA+AdMwKVjY0M1hVCCFFu1boA+emnnwBYvnw5y5cvN+obN24c48eP56mnnkKtVrNs2TLefvttPD09GTFiBGPGjLFEyDVezonj3PhhLbmnTxnm7IA/ZyMNDcPK5a9Bo3cu+CaEEEKUVY27DddcdDo9aWnZlg6j0lhZqXF3dyQ9PdtosFHB9WugVmPtUQ+A7KO/88eC+QDYtvApGtMRGobNHXOx1ESl5aAukRxIDkByAJIDqLoceHg4Vv+7YIT5FGZkgrsjhRmZ5Gdp0e5PJGtfInkXzuPepx+eTwwFwCEgEM8nn8IpJATrejKAVwghRNWQAqQOyNixDe3ObXi+P48/PniP7LPn/upUqSjMyvzrVysrw9osQgghRFWRAqSWK0hLI+XLpSWmQbfzD8Dlga44hYQajesQQgghzEEKkFpEURRunTuLdl8iuWdO0/S11ylITTEaTFqs/sBBOAS2tkCUQgghhBQgNZ6i15N75jTafYlo9++jMD3N0Jd75jTWXt5w522yanVRuxBCCGEhUoDUYFn795H61TJ0mbeN4bC1w6l9e5xCw7Br3gK1rS3ez4xAu2t70QZ/ToMuE4IJIYSwJClAagh9QQE5x49i7e6BbdNmAFi5uaHLzETt4IBT+xCcOobh0LYtamvjVYBde0TiGtoRgMbjJ4CjTNAmhBDCsqQAqcb0+flk/34E7b5Esg8fRJ+bi0uPCBoMHwmAnY8vjSe+ioN/ACqru7+VxavOWrm61Nl73oUQQlQfUoBUM4pej3ZfIln79pZYYVbj6oaVq6vhd5VKhWObtpYIUwghhLgvUoBUA/qCAtTW1kW/qFRcX7uGgpSrQNEKs04dw3AODcPOzw+V+t6zywkhhBDVnRQgZlKQlma0FH1hVibZBw6QtT+RW+fP4TtvAWpra1QqFW49e1F4M71MK8wKIYQQNZEUIGaQsWMbKV8uNczHYd2gYdEZjtvm58g9fcpwOUVmIhVCCFHbSQFSxYpnIr292Ci4egUA22bNcQrtiHPHMGwaNrJQhEIIIYT5SQFSxUqbidT7uedxfaCrBSISQgghLE9GNFax0mYidWgVYJmAhBBCiGpACpAqZu3hgfczI6D47hWZiVQIIYSQSzDm4NojEoe2wUZ3wQghhBB1mRQgZmLt4SGFhxBCCPEnuQQjhBBCCLNTKYqJWzQEiqKg19eu1Gg0anS6ur0OjORAcgCSA5AcgOQAqiYHarWqTBNoSgEihBBCCLOTSzBCCCGEMDspQIQQQghhdlKACCGEEMLspAARQgghhNlJASKEEEIIs5MCRAghhBBmJwWIEEIIIcxOChAhhBBCmJ0UIEIIIYQwOylAhBBCCGF2UoAIIYQQwuykABFCCCGE2UkBIoQQQgizkwKklrt58yZvvPEGERERhIaGMnToUBITEy0dlsWcO3eOkJAQ1qxZY+lQLGLt2rX079+f4OBgHn74YdavX2/pkMyqoKCABQsWEBUVRUhICMOGDWP//v2WDstsFi5cSExMjFHb8ePHefrpp+nQoQNRUVEsXrzYQtGZh6kcbNmyhUcffZSQkBCio6OZM2cOt27dslCEVc9UDm43bdo0oqOjqzwOKUBquYkTJ3Lo0CHef/99vvvuO9q2bcuoUaNISkqydGhmV1BQwCuvvEJOTo6lQ7GI//3vf7z++us88cQT/PTTT/Tv35+JEydy4MABS4dmNp9++imrV6/m7bffZu3atfj6+vLcc8+RkpJi6dCq3NKlS/nwww+N2tLT03n22Wdp0aIFq1evZvz48XzwwQesXr3aQlFWLVM5SExMZNy4cfTr14+1a9cyY8YM1q9fz5tvvmmhKKuWqRzcbtOmTXz77bdmiUUKkFrswoUL7Nq1i+nTpxMWFoavry9Tp07F29ubn376ydLhmd1HH32Eo6OjpcOwCEVR+OCDDxg+fDjDhw+nefPm/POf/6Rbt24kJCRYOjyz2bx5MwMGDCA8PJzmzZszefJktFotBw8etHRoVSYlJYXRo0fzwQcf4OPjY9S3atUqbGxsmDFjBn5+fjz66KOMGDGCRYsWWSjaqnG3HHzzzTd06dKFMWPG0Lx5cyIiIpgwYQI//PAD+fn5Foq48t0tB8VSU1P5v//7Pzp37myWmKQAqcXc3d35/PPPCQoKMrSpVCoURSEjI8OCkZnf3r17WblyJXPmzLF0KBZx9uxZ/vjjDx555BGj9sWLF/P8889bKCrzc3NzY+vWrVy+fBmdTsfKlSuxsbGhdevWlg6tyhw9ehRXV1d++OEH2rdvb9SXmJhIp06dsLKyMrR16dKFc+fOcePGDXOHWmXuloORI0cyadKkEo8pLCxEq9WaK8Qqd7ccQNGXlMmTJ/O3v/3NbAWI1b03ETWVi4sLkZGRRm3r16/n4sWLhIeHWygq88vMzGTSpElMmzaNhg0bWjocizh//jwAOTk5jBo1imPHjtGkSRNeeOEFs1zrrS6mTp3KhAkT6NWrFxqNBrVazQcffECzZs0sHVqViY6OLvU9vnr1Kv7+/kZtXl5eACQnJ1OvXr0qj88c7paDNm3aGP2en5/PkiVLaNu2LR4eHuYIzyzulgMoujRz7do1/vOf//DZZ5+ZJSY5A1KH7Nu3j9dff51evXrVqQ+dGTNm0KFDhxLf/uuS4m9yr732GgMGDOCLL76ge/fujB07lvj4eAtHZz5JSUm4uLjwySefsHLlSoYMGcJrr73GiRMnLB2aRdy6dQsbGxujNltbWwDy8vIsEZJFFRYWMmnSJM6cOcP06dMtHY7ZnDhxgo8//ph58+aVOB6qkpwBqSM2bdrEK6+8Qvv27Xn//fctHY7ZrF27lsTERH788UdLh2JR1tbWAIwaNYrBgwcD0Lp1a44dO8aSJUvo2rWrJcMziz/++INXX32VpUuXEhYWBkBwcDBnzpzho48+4pNPPrFwhOZnZ2dXYpxDceHh4OBgiZAsRqvV8tJLL7Fnzx4+/PBDk5cpaqO8vDxeeeUVXnjhBQIDA8363HIGpA746quvGD9+PBERESxatAg7OztLh2Q2q1ev5saNG4bbLkNCQgCYPn06Dz/8sIWjM58GDRoAlDjd3rJlSy5fvmyJkMzu8OHDFBQUEBwcbNTevn17wyWquqZBgwakpqYatRX/7u3tbYmQLCI1NZWnnnqKAwcOsGjRojp1hvjQoUOcPn2ajz/+2PA38rPPPiM5OZmQkBB++OGHKntuOQNSy3399de89dZbxMTE8Prrr6NW162ac/78+SXu5+/bty//+te/6N+/v4WiMr82bdrg6OjIoUOHDN/+AU6dOlWrxz/crnj8z8mTJ2nXrp2h/dSpUzRv3txSYVlUp06d+Oabb9DpdGg0GgDi4+Px8fGpNeM/7iUjI4Phw4ej1Wr5+uuvCQgIsHRIZtWuXTs2btxo1LZ8+XI2btzI8uXLq/Q4kAKkFjt37hyzZ8+mT58+PP/880aj2u3s7HB2drZgdOZR2re4evXq0bhxYzNHYzl2dnaMHj2aTz75BG9vb9q1a8fPP//Mrl27WLp0qaXDM4t27doRFhbGa6+9xvTp02nQoAFr164lPj6er7/+2tLhWcSjjz5KbGwsU6dOZfTo0Rw+fJhly5bV2jkwTHnnnXe4dOkSsbGxeHh4cO3aNUOfh4eHoTCrrezs7EoU4K6urlhZWVV5YS4FSC22YcMGCgoK+PXXX/n111+N+gYPHsy7775rociEJYwdOxZ7e3sWLFhASkoKfn5+fPTRRzzwwAOWDs0s1Go1Cxcu5N///jdTpkwhIyMDf39/li5dSocOHSwdnkXUq1eP2NhYZs2axeDBg/H09GTSpEmGcUK1nV6vZ926dRQUFDB8+PAS/Zs3b6ZJkyYWiKxuUCmKolg6CCGEEELULXVrQIAQQgghqgUpQIQQQghhdlKACCGEEMLspAARQgghhNlJASKEEEIIs5MCRAghhBBmJwWIEEIIIcxOChAhhBBCmJ0UIEKIGic6OprJkydbOgwhxH2QmVCFEDXOsWPHcHJyqjML6QlRG0kBIoQQQgizk0swQogaRy7BCFHzSQEihBBCCLOTAkQIIYQQZicFiBBCCCHMTgoQIYQQQpidFCBCCCGEMDspQIQQQghhdlKACCGEEMLspAARQgghhNlJASKEqHHy8vKwt7e3dBhCiPtgZekAhBCirI4dO8b+/fu5fv26rAMjRA0nBYgQosZYs2YNq1evpkePHgwZMsTS4Qgh7oMsRieEEEIIs5MxIEIIIYQwOylAhBBCCGF2UoAIIYQQwuykABFCCCGE2UkBIoQQQgizkwJECCGEEGYnBYgQQgghzE4KECGEEEKY3f8DtLMLQltEyFcAAAAASUVORK5CYII=", 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", 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" ] @@ -175,12 +180,12 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -195,12 +200,12 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -215,12 +220,12 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -243,7 +248,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -252,7 +257,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -274,7 +279,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -288,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -297,7 +302,7 @@ "0.1499946593966644" ] }, - "execution_count": 62, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -308,12 +313,12 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { - "image/png": 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0a9bsruceNGgQixcvRlEUHnnkEZPy/eGHH6hbty7dunUjJiaGL774gpdffvmOY49Hjx7Nd999x+jRo3nhhRfw8PBg8+bN7N27l5kzZ2JjY0NwcDB9+/Zl3rx55OXlERYWxu7du9mxYwcLFy5ErVbz8ssv89Zbb6FWq+nRowcajYZly5aRkpJCWFgYjo6OhIWFsWTJEuzs7AgKCuLMmTN888039OnTB9CPIZ42bRpz5syha9euaDQalixZQuPGjQkODjapDaoqKYiFEEJUe+PHj2fZsmWMHTuWbdu2ERwczBdffMGCBQuYNGkSiqIQGBjI0qVLDfMBl7dhw4bxzz//MHbsWGbNmsWAAQMYPXo0GzZs4LfffuPPP/+kc+fOrF69miVLljBhwgTs7OwICwvjk08+MXtxi1vboH79+iX2ee+99/D392fjxo2sXr2aevXqMWLECJ5//nlDL+ySJUuYP38+H374IRkZGfj6+vLCCy8wbtw4AHx9fVm/fj1z585l6tSp2Nvb065dO+bOnYu7u7tZBbG/vz8ffPABS5Ys4dlnn8XNzY2WLVuybt06RowYwf79+wkKCuKBBx7g22+/ZcqUKQwePJjp06ezYsUKFi1axNq1a0lPT8fPz4+XX3651GEypfH29iY4OBgPDw98fX1NOuall14iJiaGDRs24Ovry1tvvXXXJaW9vLz4z3/+wwcffMB7771HYWEhwcHBLFu2zOizOHfuXJYsWcK6devIyMigSZMmLFy4kL59+wLw+OOP4+zszMcff8yGDRuoVasWrVq1Yt68eYYH9t555x0WLlzImjVruHLlCnXq1GHw4MG89NJLAAwZMoTCwkK+/PJL1q9fj6OjI/fddx/R0dHY2dmZ1AZVlUoxZ8S9EEIIIUQNkJKSQs+ePZk/f76hB/V2kpOT6dWrF7NmzWLQoEEVlKGwJOkhFkIIIYS44cSJE/zyyy/8+OOP+Pn5cf/991s7JVEB5KE6cVvl+csD+cWEEEKIyig/P59PPvkErVZrGJ8rqj8ZMlHFFa/hfvLkSYvGLf7p+NYlJy3hwIEDrFixgpUrV1o8dlVw+fJlJk6cyOHDh3FxceHXX3+1+PRJQgghhDCdDJkQpfr000/LLfZXX31FQkJCucWv7D777DMOHjzI3Llz8fb2lmJYCCGEsDIpiIWoYJmZmdSrV6/EkqJCCCGEsA4ZQ1zNbNq0idDQUA4fPswTTzxBeHg43bt3L7Hs57Zt2xg4cCARERF06NCBiRMnGibdHjFiBDExMcTExBAUFGSY/D0uLo4XXniBDh06EBYWRpcuXZgxYwZ5eXmGuEFBQXzxxRe8/vrrtGvXjqioKCZMmGBYhWfKlCl88803XLhwgaCgIDZt2gTon9CdNGkSnTt3JiwsjPvuu49JkyaRkZFhiN2zZ08WLVrEnDlz6NixIxERETz99NOcOXPG6Nr279/P8OHDiYyMpF27dkyePLnEqklJSUlMmDCBTp060bJlS0aMGMGBAwcM7ycnJxvlV2zKlCn07NnT8Pr8+fM8++yztG/fnsjISJ544gl27dp1269Pz5492bRpExcvXiQoKIjFixezb98+goKC+PLLL+nRowcdO3Zk9+7dJl9LXFwco0aNIioqih49evDVV18xatQopkyZYvR1Wbx4sdFxixcvJigoyKy2M/XzlZ2dzaxZs+jatSstW7Zk0KBBhgnr58yZQ0REhNHSqQArV64kKirKMK+oEEIIUVGkIK6GdDod//73v+nXrx8rV66kdevWzJs3z7Cyz4EDB5g4cSIPPPAAq1atYurUqezdu5dXX30VgGnTphEaGkpoaCgbNmwgLCyM1NRUhg0bRm5uLrNnz2bVqlU8+OCDrFu3rsTwigULFqDT6Zg/fz6TJk3it99+Y+bMmQA899xzdOvWDS8vLzZs2ED37t3Jzc3lqaee4vTp00ybNo3Vq1czfPhwtm7dyvz5841ir127lsTERGbNmsWMGTP4559/jAq/2NhYRo0ahaOjIwsXLuS1114jJiaGp556ylC4JyQkMGjQIM6fP88bb7zBvHnzUKlUjBw5kpiYGLPa+ZlnniEnJ4f333+fZcuW4e7uznPPPcfZs2dLPWbJkiVG1//4448btdvkyZOZPHkyLVu2NOlaLl++zLBhw9BoNMydO5cJEybw4YcfcuzYMZOvw5y2K77uO32+dDod//rXv/jmm28YN24cH330EYGBgbzwwgvs27ePwYMHk5+fb1jpqtjmzZvp27fvHSewF0IIIcqDDJmohhRF4bnnnjMUW61bt2bHjh389ttvdOnShQMHDuDg4MDYsWNxcHAAwN3dnaNHj6IoCs2aNcPFxQXAMPH7oUOHCAkJ4cMPPzS817FjR/bs2UNsbCzjx483nD8wMJBZs2YZXh85csRQ/DRq1AhPT0/s7e0NsU+cOIGPjw+zZ882LM3ZoUMHjh49WqJAdXV1ZdmyZYanfs+dO8fixYvJyMjAw8ODDz74gCZNmrBixQrDPpGRkfTv35+NGzcybNgwwyo9a9euNawM1b17dx566CHmzp3LV199ZVI7p6Wlcfr0acaPH0+3bt0AiIiIYMmSJeTn55d6TGhoaInrLy6ehwwZYphgHTDpWj777DOKiopYtWoVderUMbTxk08+adI13MyU88HdP1+///47f//9t9Gk8h06dODs2bPs3buXl156iaioKL799ltDjCNHjnD69Gneeecds/MWlceyZcvYs2cP69ats2jcmJgYRowYUWL7J598QseOHS16LiFEzSQ9xNVUVFSU4d/29vZ4enoafhXdtm1b8vLyGDBgAAsWLODAgQN07tyZF154ocRSnsU6d+7M559/joODA2fOnGHnzp0sX76c9PR0CgoKjPa9dfUkHx8fcnNzb5trSEgI69evx8/Pj/Pnz/PHH3+wZs0aEhMTKSwsNNo3PDzcaAocHx8fAHJzc8nNzeXw4cN069YNRVEoKiqiqKiIhg0bEhAQwJ9//gno/3Pt0aOHoRgGsLW1pX///hw9epTs7Ozb5nqzunXr0qxZM958802mTJnCtm3bUBSFqVOnEhgYaFKMm908fMHUa9m/fz9RUVGGYhj0BWqDBg3MOrep5yt2p8/X/v37sbOzo0ePHoZ9VCoV//nPfwyrIT322GPs37+f5ORkQD8Uo1GjRrRp08asvEXl8emnn5bbkscnT56kUaNG7N692+iPfF6EEJYiPcTVlKOjo9FrGxsbw9y/UVFRrFy5kk8//ZTVq1ezfPlyvLy8GDt2LCNHjiw1XvEQiC+++IKcnBx8fX2JiIgw9DDf7NZZE24+9+188sknrFixgoyMDOrWrUtYWBhOTk4lxpmWFrs4P41Gg06nY9WqVSXGtAKGXLOysqhbt26J9+vWrYuiKCYvK6pSqVizZg0fffQRO3bs4JtvvsHOzo7777+f6dOn4+7ublKcYjcXteZcS/GSnDfz9vY269ymnq/YnT5fmZmZuLu7G742penXrx8zZ87ku+++41//+hfbt2+/7WdPVG4pKSm8/vrrHDhwgCZNmpTLOeLj42nevDleXl7lEl8IIaQgrqG6dOlCly5dyM3NZe/evaxdu5aZM2fSsmVLIiMjS+xfXEBPnz6dPn36GHpXBw8efM+5bNmyhdmzZ/Pqq68yePBgPD09Af2a8EePHjU5jrOzMyqVilGjRtG/f/8S7xcX025uboaH/G525coVADw8PAz/1mq1Rvvc+sCXt7c306dPZ9q0acTFxfHDDz+watUq3NzcePvtt03OvazXcnOuN8vMzMTf399o252uxdTzmaJ27dpkZmai0+mMiuITJ05QVFREeHg4zs7O9O3bl+3btxMSEoJGo+GRRx4x+Ryi8jh27Bhubm589913LF26lAsXLhi9v3PnThYvXkxCQgLe3t7079+f5557Dnt7e5PPcfLkSTp06GDp1IUQwkCGTNRAc+bMYfDgwSiKgpOTEz169GDy5MkAXLp0CaBE796BAwdo1qwZgwcPNhTDKSkpxMfHo9PpzDp/abFr167NuHHjDMVwdnY2Bw4cMCu2i4sLoaGhJCYmEh4ebvjTvHlzlixZYpgto23btuzcudOo91mr1fL9998THh6Ovb29YZz05cuXDfsUFhZy5MgRw+uDBw/SsWNHjhw5gkqlIiQkhJdffpnAwECj48rC1Gu57777OHTokOHrBpCYmFjioT4XF5cSOf39999mn88Ubdq0obCw0Gi2DUVReP311/noo48M2wYPHkx8fDxr1qyhQ4cO1K9f3+RziMqjZ8+efPDBB6X+puL333/npZde4vHHH2fr1q1MmzaN7du3Ex0dbXJ8RVE4deoUp0+fZtCgQXTq1InRo0cbfS8KIcS9kh7iGui+++7jk08+YcqUKQwcOJDCwkI+/vhj3N3dDb0wrq6uHDx4kD179hAaGkpERATLli1j5cqVtGzZkrNnz7JixQoKCgruOD64NK6urly9epVdu3YREhJCREQE//nPf5g9ezY9evQgNTWV1atXc/XqVdzc3MyK/corrzBu3DheffVVBg4ciFarZc2aNRw+fJhnn30WgBdeeIHff/+dp556inHjxmFvb8/nn3/O+fPn+fjjjwF9L3JUVBSff/45/v7+eHh4sG7dOvLy8gyzIISGhuLo6MikSZN48cUXqVu3Ln/99RcnTpzgqaeeMivvsl7LyJEj2bx5M2PGjGHChAkALFy4sMQPEt27d+f7778nIiKCJk2a8M0335Qomk05nym6d+9OVFQUU6dO5aWXXsLf358tW7YQHx/Pm2++adivdevWNG3alJiYGObNm1fWZhKV2PLlyxk8eDBDhw4F9A98vv3224wcOdIwfrz4wcvS7N69m7y8PHJycigoKOCtt95CpVKxdu1ahg8fzqZNm2jWrFmFXIsQonqTgrgG6tq1K/PmzWPNmjWGB+lat27N2rVrDeNehw0bxj///MPYsWOZNWsWzzzzDBkZGaxdu5alS5fi6+vLww8/jEqlYsWKFWRlZZlcvA4aNIhdu3bx/PPPM2HCBMaOHUtycjIbN25k/fr1eHt7061bN5588knefPNNEhISTP5Pr3PnzqxevZolS5YwYcIE7OzsCAsL45NPPjE87Ne8eXPWr1/P/Pnzee2111CpVERERLB27Vqjh3Rmz57Nu+++y5tvvomLiwuDBw8mKirKMAuFg4MDa9as4YMPPuC9995Do9HQuHFj3nnnHQYNGmT6F+QersXDw4MvvviCmTNnMnXqVFxcXPjXv/7F2rVrjWJNnTqVoqIi5s6di62tLf369ePVV1/ljTfeMOt8plCr1axatYoPPviAxYsXk5OTQ3BwMB9//LHRw3igL56vXLlC7969y9xOovI6fvw4R44c4ZtvvjFsKx5rfvr0aTp27Mi2bdtue7ynpydqtZr9+/dTq1YtwwO1c+fO5aGHHmLdunX3NDRJCCGKqZS7Pe0khKhyevbsSbt27Zg9e7a1U7ktRVEYMGAA7du3N+o5FlXXlClTuHDhgmHatYiICMaMGcOjjz5aYl8vL697mnN6woQJFBQUsHz58jLHEEKIYjKGWAhRoa5fv86SJUsYP348SUlJMrtENda8eXMSExPx9/c3/ElJSeH99983eXrD3377jZYtWxqNky8qKiIuLk6GSwghLEYKYiFEhXJ0dOTLL7/k6NGjvPfee4bFWET1M3bsWH766ScWL17MmTNn2LNnD1OnTkWj0Zg8hVqbNm2oU6cOkyZN4tixY5w8eZLJkyeTmZnJqFGjyvcChBA1hgyZEEIIYRG3DpkA2L59OytWrCAhIQE3Nzd69OhBdHS0WQ/Mnj9/nrlz57Jv3z7y8/Np3bo1kydPLtMCOEIIURopiIUQQgghRI0mQyaEEEIIIUSNZnZBrNPpWLRoEV26dCEyMpIxY8aUmM/0Zt988w1BQUEl/tx8zPbt2+nXrx/h4eEMGDCA33//3ShGRkYGr776Km3btqVt27a8+eabJVYME0IIIYQQoizMLoiXLVvGl19+yYwZM9iwYQMqlYqxY8dSUFBQ6v4nT56kXbt27N692+iPn58fAHv37iU6Oponn3ySzZs307lzZ55//nlOnz5tiDFhwgTOnz/Pp59+yqJFi/jzzz9l7kkhhBBCCGERZo0hLigooEOHDkRHRxtWHtJoNHTp0oWZM2fSv3//EseMGTOGgIAAXn/99VJjPv3007i6urJgwQLDtiFDhhAYGMg777zDwYMHGTJkCNu2bSMgIADQr170r3/9i127duHt7W3WBYN+/lOdzryh0zY2KrOPqW6kDfSkHaQN4M5tYGOjQqVSVXBGFc/ce6l8bvSkHaQNQNoAKtd91KyV6uLi4sjOzjYs7wv6ZXhDQ0OJjY0ttSA+efIkffr0KTWeTqfj77//ZsqUKUbb27dvz44dOwDYv38/Xl5ehmIYoF27dqhUKg4cOEC/fv3MuYQb51VITzdtDkwAW1sbPDyc0WhyKCrS3f2AakjaQE/aQdoA7t4Gnp7OqNXVvyA2514qnxs9aQdpA5A2gMp3HzWrIL58+TIAvr6+Rtvr1atnNGl6sfT0dK5evUpsbCzr1q0jMzOTyMhIJk6cSJMmTdBoNOTk5ODj43PbeCkpKSXOZ29vj7u7e6nnNJWtremjRdRqG6O/ayJpAz1pB2kDqNptsHnzZlauXMn58+dp1KgRL7zwAg8++KC10xJCCKsyqyDOzc0F9AXpzRwcHMjKyiqxf3x8PABqtZo5c+aQk5PDsmXLePLJJ9myZQtFRUW3jZefn284563v37qPuWxsVHh4OJt9nKurU5nOV51IG+hJO0gbQNVrg2+//ZbXXnuNyZMn0717d7Zu3corr7yCj48PUVFR1k5PCCGsxqyC2NHREdCPJS7+N0B+fj5OTiX/Y+jQoQMxMTFGE7AvXbqUHj16sGnTJh5//HFDvJvdHM/R0bHUB/by8/OpVauWOekb6HQKGo3ps1So1Ta4ujqh0eSi1dbMX21IG+hJO0gbwN3bwNXVqdL1HiuKwocffsjIkSMNy2U///zz/P3338TExEhBLISo0cwqiIuHLqSmphott5qamkpwcHCpx9y6GlGtWrXw8/MjJSUFd3d3atWqRWpqqtE+qamphmEUPj4+/Pzzz0bvFxQUkJmZWaYH6oqVZcyOVqursWN9ikkb6Ek7SBtA1WqDxMRELly4wIABA4y2r169+p7imjr8rCoPM7EkaQdpA5A2gMrXBmYVxMHBwbi4uLBv3z5DQazRaDh+/DjDhw8vsf/69ev58MMP2bVrl6FH+fr16yQlJTF48GBUKhWtWrUiJibG0FsMsG/fPlq3bg1A27ZtmTdvHmfPnsXf39/wPkCrVq3KcMlCCFHzJCUlAZCTk8PTTz/N8ePH8fPz49lnn6Vnz55lilmW4WdVbZhJeZF2kDYAaQOoPG1gVkFsb2/P8OHDmTdvHp6enjRo0IC5c+fi4+ND79690Wq1pKenU7t2bRwdHenRowcLFy5k0qRJvPjii+Tl5TF//nw8PT159NFHARg9ejTjxo0jNDSUrl27snHjRk6cOMF7770HQGRkJK1ateLll19m+vTp5OTkMG3aNB555JF76iEWQoia5Pr16wBMnjyZF154gYkTJ/Ljjz/y3HPP8cknn3DfffeZHdOc4Wcy1EZP2kHaAKQNoPINPTOrIAb9IhlFRUW88cYb5OXl0bZtW1avXo29vT3Jycn06tWLWbNmMWjQIHx9ffnss8+YN28eQ4cORVEUOnXqxNq1aw09xp07d2bmzJksW7aMBQsW0KxZM5YvX26YZk2lUrFkyRLefvttRo4ciYODA3379mXq1KmWbQkhhKjG7OzsAP3c78UdEiEhIRw/frzMBTGYP/ysKg0zKU/SDtIGIG0AlacNzFqYo7rQanVmzUN8JDGNY0kZPNEjAJsaMNl+aYrnC8zIyK4UH1xrkXaQNoC7t4F+/szKMS6u2N9//83QoUP54osvaNOmjWH7+++/z2+//ca2bdvMjmnOvfRubfb8gl3k5msNr4f0as4DbRualc+Y2b8avX6kSxMGdmpiVoyXF+8mK/t/D3LfF+bD2AGhZsV4ZcluMq//L8aIPkH0iGoAmP79M+mjv7ialWd43SOqASP6BJmVx6zPD3Aq+X8zQHVq4cPTD93btTTxdeXNkW3ucERJX/wUzy9/JxteN6znwrLJvcy6h7zzaSxJl68ZXtev68yMf7U3K4/NfyTy3Z9Jhtch/h5EDzXvYdKdfyez7qd4w2tvDydmPWPeD5Nf7Uxg+75zhtdODmqWvtzNrBjLv/2HmBP/e/6qLHn8sO8c/92ZYLRtzRTzhk/9FHueL385VaYYle0+Wrnu2JXUrweS2RFzjtgTqXffWQghKqHQ0FCcnZ05fPiw0fb4+Hijh6St5eZiGCjxn2xZbP7jjNnH3FwMA+w5dtnsGDcXkADrfjxpdoybi2GAnQcvmB3j5mIY4M9/7v1azlzSmB3j5mIY4HzqdbNj3FwMA1y8anqnVrGbi2GAE2czzI5xczEMkJKRa3aMm4thKPnZN0XMLfVIWfK4tRguC0t8n1YWUhCboH5d/UMjCRdKzrUshBBVgaOjI//6179YunQpW7du5dy5c3z00Uf8+eefjB492trpCSGEVZk9hrgmatZAP3WcFMRCiKrsueeew8nJiQULFpCSkkJAQACLFy+mfXvzfvUshBDVjRTEJgi4URCfT7lOfoEWB3u1WccXFun45UAye49fxt5WTZ92jWgd5FUeqQohxB2NHj1aeoSFEOIWUhCbwNPVAU9XR9I1eSRd1hDUyMPkY69m5rJk01HO3TRmKuGbowzp2YwH2ll/3J4QQgghRE0nY4hNoFKpCPLXF8FnLl27y97/cy7lGu98tp9zqdepXcuOEX2C6NXaD4Avf01g+76z5ZKvEEIIIYQwnfQQm6h5Q3f2HL1k8hO2VzJzmfflIa7nFuLvU5sXB4Xj6eqIoig4O9ry3Z9JfLXzNEmXrnFfmA9hTTyxM3EJVCGEEEIIYTlSEJsosFFxD/HdC2KtTseqLcf1xbB3baKHRFHLUd/UKpWKR7o0Ra22YfPvicTGpRIbl4qzoy2jHgymdVC9cr0OIYQQQghhTLokTdTMzx0V+rkhNbfMU3mrfcdTSLiQhZODmucfbWEohm82oGNj3hrVlp6tGuBR24HsvCI+2nysTPMiCiGEEEKIspOC2ETOTnb43piP+E69xIqi8MONSbf7dfCnrrvTbff196nN8AeCmDP+PjqEeqNTFD7bHkdhDV39SwghhBDCGqQgNkPT+q7AnQvif86kk3wlGwd7Nd1vLNV5N7ZqG0b0CcLNxZ7UzFz+OHLRIvkKIYQQQoi7k4LYDMUFceIdCuLi3uFukfVxdrQzObaTgy39O/gDsCP2PDpFuYdMhRBCCCGEqaQgNkPxAh1nLmpQSilYky5rOHE2AxuVit5tGpodv3OEL7UcbEnJyOVEkowlFkIIIYSoCFIQm6FhPRds1TZk5xVxJTO3xPvFvcPtQ+tRx83R7PiO9ra0D/UGYO+xy/eWrBBCCCGEMIkUxGawVdvg7+0ClBw2kZqZS2xcKgB97mEFuuKC+ED8FQoKtWWOI4QQQgghTCMFsZma+N54sO6i8Yp1O2LOoyjQooknjbxrlzl+Mz83PF0dyCvQEndOhk0IIYQQQpQ3KYjN1MTwYF2WYdu1nALDzBB925e9dxjARqUiIqAuAEdOp91TLCGEEEIIcXdSEJup+MG6pEvXuJ5bCMDOvy9QUKSjkbcLIf4e93yOiKZ1AH1BXNrDe0IIIYQQwnKkIDZTPXcn/Lxc0OoUDp26Sl5BET8fSAb0vcMqleqezxHi74GtWsXVrDwupeXcczwhhBBCCHF7UhCXQZtgLwB+O3SBn2LOcz23EG8PJ9oG17NIfAd7NUEN3QH9Qh9CCCGEEKL8SEFcBt0i62Nva0PiRQ2bd58B4OEuTVDbWK45w5roh00ck4JYCCGEEKJcSUFcBm4uDjzRs5nhdadwH9qHeFv0HC2aeAJw8lwGhUUy/ZoQQgghRHmxtXYCVVWPVn4ENvIgr6CIpr6uFhk7fLMGXs64u9iTeb2A+OQswhp7WjS+EEIIIYTQkx7ie9CgrjMB9d0sXgwDqFQqwm70EsuwCSGEEEKI8iMFcSVWXBD/kygFsRBCCCFEeZGCuBILa+yJCki+cp3M6/nWTkcIIYQQolqSgrgSq13LnkY++mWgZdiEEEIIIUT5kIK4kmsh44iFEEIIIcqVFMSVnKEgTkpHV8oyzlqdjg2/nmLCh3/w/vq/ScvKq+gUhRBVzJkzZ4iKimLTpk3WTkUIISoFKYgruYAGbjjYq7mWU8j5lOsl3v/vr6f58cZqeXHnMvnw6yMUaXVWyFQIURUUFhYyceJEcnJkWXghhCgmBXElZ6u2IaSRBwD/nEkzei/ubAY79p8H4LFuTaldy47kK9f57eAFk+Nfzcxlxtr9TPjwD347ZPpxQoiqafHixTg7O1s7DSGEqFSkIK4CSpt+La+giDXbTgDQNbI+/e9rzCOdmwDwQ8w5dLqSwytupSgKq7YeJ/Gihuu5haz74SQJyVnlcAVCiMogNjaWDRs2MGfOHGunIoQQlYqsVFcFRATU4YsdEH8+k8vpOfh41mLjrkSuZuVRx/V/y0h3Cvdl0++JpGvyOZqYRmSzuneMG38+k1PJWdjb2tDIpzYJyVls+v00k55sVRGXJYSoQBqNhkmTJvHGG2/g6+trsbi2tqb1q6jVNkZ/WzJ2VYpRlnYojzysHQPK1gaWzkNiWC/GvXwvlAcpiKsAL3cnWjary6GEq3y1M4GIgDr8ciAZgFEPhuDkoP8y2tup6djClx37z7P3eMpdC+Jdhy4CcF8LHwZ0bEz0R38Rdy6TS2nZ+NaRX6kKUZ1Mnz6dli1bMmDAAIvFtLFR4eFh3r3C1dXJ5H3NjV2VYpjTDuWZh7ViQNnawNJ5SAzrx7jXz4GlSEFcRTzcuQlHE9M4eOoqB09dBaBPu4aG4RTF2obUY8f+8xxOuEphkQ672/ykptXpOHxaPya5U7gvnq6ORDStw+HTafx59DKDuweU7wUJISrM5s2b2b9/P1u2bLFoXJ1OQaMx7eE8tdoGV1cnNJpctCY++JuRkX0v6VXKGGVph/LIw9oxgDK1gaXzkBjWi3G37wVXV6cK7T2WgriK8PepzZj+IXz+UzyFRToeaNuQQV2bltivaX1X3FzsybpewImzGUQE1Ck1XtKla+TmF1HLwZamvq6Avqf48Ok0/o6/IgWxENXIxo0bSUtLo3v37kbbp02bxurVq/n+++/LHLuoyLyCRqvVmXyMubGrUgxz2qE887BWDChbG1g6D4lh/Rj3+jmwFCmIq5D7wnxoH+KNTlGwvc1PTTYqFS2b1WXXoYv8k5h224L4WJL+Ab0Qfw9sbFQAhDetg9pGxeX0HBk2IUQ1Mm/ePPLyjOcof+CBB5gwYQL9+vWzUlZCCFF5SEFcxdjYqLBBdcd9whp7suvQRU6czbjtPsdvrHx385ALJwdbQhp78E9iOn/HX6H/fVIQC1EdeHt7l7q9Tp06NGjQoIKzEUKIyqdyPNonLCqokTsAF65mk3U9v8T7uflFnL6oASD0ljHIrZp7AXAo4Wr5JimEEEIIUUlIQVwN1a5lT6N6LgCl9hKfPJeJVqfg5e5IPXfjpzuLZ6ZIvKBBk11Q/skKIazi5MmTDBo0yNppCCFEpSAFcTUV0li/ut3xUgri4vHDYU1Kji/2qO2Av09tFODwaeklFkIIIUT1JwVxNRXaWD8U4nhSOopivGrd8eKC+EbRfKuWN3qJDyeklfq+EEIIIUR1IgVxNRXY0B1btQ3pmnwupf1vntC0rDwupeVgo1IR4n/ngvifM2kUFmkrJF8hhBBCCGuRgriacrBTE9jQDYBjN2aUAH2RC/r5ims52pV6bCNvFzxqO1BQqOPE2cxyz1UIIYQQwpqkIK7GWtwYI/yPUUGcfuM9z1KPAVCpVIaH6w7LbBNCCCGEqOakIK7Giovek+cyKCjUkl+oNRTEYU1vXxADtGymL6YPJVwtMQZZCCGEEKI6kYK4Gmvg5UwdVwcKinT8feoKhxOukl+gpa6bo2G55tsJ8ffA3s6GjGv5nEu5XkEZCyGEEEJUPCmIqzGVSkWncF8Afv37AjtizwPQIcwblerOq93Z2aoJuzFThQybEEIIIUR1JgVxNdc1sj52tjYkJGdx+qIGO1sberXyM+nY4tkmDkpBLIQQQohqTArias7T1ZEhPZuhAlTAk/c3x83FwaRjI5rVRaWCs5evceGKDJsQQgghRPVka+0ERPnr0cqPFk3roFJBXTenux9wg5uzPVHNvfg7/gq/HEimRaB3OWYphBBCCGEdZvcQ63Q6Fi1aRJcuXYiMjGTMmDGcPXvWpGO3bNlCUFAQycnJhm2KorBu3ToefPBBWrZsyRNPPMFff/1ldNw333xDUFBQiT+mnleAl7uTWcVwsV6tGgDwx+FLZF3Pt3RaQgghhBBWZ3ZBvGzZMr788ktmzJjBhg0bUKlUjB07loKCgjsed+HCBd5+++0S21etWsWcOXMYNmwYmzdv5qGHHmL8+PHExMQY9jl58iTt2rVj9+7dRn/8/EwbCyvKLtjfA3/v2uQXavnyp5PWTkcIIYQQwuLMKogLCgpYs2YNL774It26dSM4OJgFCxaQkpLCjh07bnucTqcjOjqasLCwEu99/PHHPPXUUwwfPpzGjRszYsQIBg4cyNKlSw37xMfHExwcjJeXl9EftVptTvqiDFQqFf/XIwCAbXuSOHNJY+WMhBBCCCEsy6wxxHFxcWRnZ9OhQwfDNldXV0JDQ4mNjaV///6lHrd8+XIKCwt54YUX2Lt3r2F7eno6WVlZtG3b1mj/kJAQNm/ejFarRa1Wc/LkSfr06WNOqndla2v6zwJqtY3R3zVNeLO6tA/zZt+xFFZtOc7bY9phZ0b7VSc1/bMA0gYgbSCEENWNWQXx5cuXAfD19TXaXq9ePS5dulTqMUeOHGHNmjV8/fXXpKSkGL3n5uaGvb19iWMvXLhAYWEhGo0GRVG4evUqsbGxrFu3jszMTCIjI5k4cSJNmjQxJ30DGxsVHh7OZh/n6mr+GNzq4sX/iyJu7q8kp17nx/3JjHgwxNopWVVN/iwUkzaQNhBCiOrCrII4NzcXAHt7e6PtDg4OZGVlldg/JyeHiRMnMnHiRBo3blyiIFar1Tz88MN89NFHhIaGEhERwb59+9i4cSOgH6Jx5swZw75z5swhJyeHZcuW8eSTT7Jlyxbq1q1rziUAoNMpaDQ5Ju+vVtvg6uqERpOLVqsz+3zVgVptw7OPRTL7s1i+/uUUkU09aVjPxdppVTj5LEgbwN3bwNXVSXqPhRCiCjGrIHZ0dAT0hWrxvwHy8/NxcirZUzJjxgwaN27MkCFDbhtzypQp5Ofn8+STTwLQvHlzxo4dy9y5c6lduzYdOnQgJiYGNzc3wzFLly6lR48ebNq0iXHjxplzCQZFReb/R67V6sp0XHXRKaI+bYK92B93hbXb45j0ZNRdV7yrrmr6ZwGkDUDaQAghqguzujCKh0qkpqYabU9NTcXHx6fE/hs3bmTPnj1ERUURFRXF2LFjAXjooYd46623AHBxcWHu3LkcPHiQXbt28e233+Lk5ISXlxe1atUCMCqGAWrVqoWfn1+JHmdR/p68PxB7WxtOns9k3wlpfyGEEEJUfWYVxMHBwbi4uLBv3z7DNo1Gw/Hjx2nTpk2J/X/66Se2bt3K5s2b2bx5MzNmzABg5cqVvPTSSwC8/vrr/Pe//8XBwQEvLy8AfvjhB7p06QLA+vXrad++PXl5eYa4169fJykpiWbNmpl5ueJe1XV3ot99/gBs/v0MWp30jgkhhBCiajOrILa3t2f48OHMmzePX375hbi4OF5++WV8fHzo3bs3Wq2WK1euGIpXf39/oz/e3vqVzurXr0+dOnUAfa/zhx9+yJ49ezh37hxvv/02x48fZ/z48QD06NEDRVGYNGkSp06d4ujRo7z44ot4enry6KOPWrIthIn6tG1E7Vp2pGbmsucf6SUWQgghRNVm9lMfEyZMYPDgwbzxxhsMHToUtVrN6tWrDbNFdO7cmW3btpkcb/z48Tz88MNER0fz8MMPk5SUxLp16/D31/dC+vr68tlnn5Gdnc3QoUMZNWoUtWvXZu3atUbjmEXFcbBX07d9IwC27klCp1OsnJEQQgghRNmZ9VAd6Gd7iI6OJjo6usR7fn5+nDx5+9XM2rdvX+J9W1tbJk2axKRJk257XEhICKtXrzY3VVGOekb5sW3PWVIzcvnnTBoRAebP9iGEEEIIURnIvECiTBzs1XQK1z9kufPvC1bORgghhBCi7KQgFmXWPaoBAEdOp5GWlXeXvYUQ1pSZmclbb71F165dadWqFUOHDmX//v3WTksIISoFKYhFmfl41iKooTsKECNTsAlRqb3yyiscPnyY+fPn8/XXXxMWFsbTTz/N6dOnrZ2aEEJYnRTE4p60D9PPHCJzEgtReZ09e5Y///yTadOm0aZNG5o2bcrrr7+Ot7c3W7dutXZ6QghhdVIQi3vSOtALtY2KcynXuZSWbe10hBCl8PDwYOXKlbRo0cKwTaVSoSgKWVlZVsxMCCEqB7NnmRDiZrVr2RPa2JOjiWnEnkhlYOcm1k5JCHELV1dXunXrZrRt+/btnDt3js6dO99TbFtb0/pV1Gobo78tGbsqxShLO5RHHtaOAWVrA0vnITGsF+NevhfKgxTE4p61CfLiaGIahxKuSkEsRBVw4MABXnvtNXr16kXPnj3LHMfGRoWHh7NZx7i6Opm8r7mxq1IMc9qhPPOwVgwoWxtYOg+JYf0Y9/o5sBQpiMU9iwjQrzqYdPkamdfzcXdxsHJGQojb+fnnn5k4cSKRkZHMnz//nmLpdAoaTY5J+6rVNri6OqHR5KLVmrbke0bGvQ/DqmwxytIO5ZGHtWMAZWoDS+chMawX427fC66uThXaeywFsbhnbi4ONPF15cwlDUdOp9E1sr61UxJClOLzzz/nvffeo3fv3sybNw97e/t7jllUZF5Bo9XqTD7G3NhVKYY57VCeeVgrBpStDSydh8Swfox7/RxYSuUYuCGqvMhm+l7iwwlXrZyJEKI069ev591332XYsGEsXLjQIsWwEEJUF1IQC4uIvLF087GkdAqLtFbORghxszNnzjBz5kx69+7NM888Q1paGleuXOHKlStcu3bN2ukJIYTVyZAJYRGNvF3wqO1AxrV8TpzNIOJGgSyEsL4ff/yRwsJCduzYwY4dO4zee/TRR5k9e7aVMhNCiMpBCmJhESqVipbN67Lz7wscPHVVCmIhKpHx48czfvx4a6chhBCVlgyZEBYT1VxfBB86dRWdolg5GyGEEEII00hBLCwmuJEHTg5qsrILOHNJY+10hBBCCCFMIgWxsBhbtQ3hTfWzTRw6JbNNCCGEEKJqkIJYWFSrQC8A9hy7jFann1dQp1NIuqwh41q+NVMTQgghhCiVPFQnLCqqeV1q17IjXZPPgZNXaFjPhRXfHuNc6nVsVCqe6hskC3cIIYQQolKRglhYlJ2tmp6t/Ph29xnWbDsBChTcWIFGpyis+/Ekzf3c8K1z7+ulCyGEEEJYggyZEBb3YPtGNKznQkGhjoIiHcGN3Png+U6EN62DVqewbc9Za6cohBBCCGEgPcTC4uzt1Ewd3orYE6nUcrQjqnldbGxUDOzcmKOJaew7kcqTvQNxcpCPnxBCCCGsT3qIRblwtLelS2R9Wgd5YWOjAqCpryu+dWpRpNXxd/wVK2cohBBCCKEnBbGoMCqVinYh3gBSEAshhBCi0pCCWFSoiAD9PMVx5zIo0uqsnI0QQgghhBTEooL5e9fGxcmO3HytrGYnhBBCiEpBnmoSFcrGRkVoYw9iTqTyT2I6zf3c7zlmbn4R2/ae5XhSBnXcHHm0SxOZ1k0IIYQQJpMeYlHhwpp4AnAsKf2eY2VlF/DeugN8v+csZy5p2B+XyntrD5CSkXPPsYUQQghRM0hBLCpcWGN9QXzmkobruYVljqNTFFZ/f5yLV7Nxd7Fn1IPBNPapTU5+EZ//eNJS6QohhBCimpOCWFQ4T1dH6td1RlHgxNmMMsf5ZX8y/ySmY2drw6tDougaWZ/xj7RAbaPiWFIGpy9mWTBrIYQQQlRXUhALq2hRPGziTFqZjj+fep2vfksA4ImezWhQVz9muJ67E+1C6gHw55FLFshUCCGEENWdFMTCKgzjiM+koyiKWcfmF2pZ+d0xirQKkQF16BHVwOj9TuG+AOw/eQWdzrzYQgghhKh5pCAWVhHY0B1btYo0TT6X001/AE5RFL74KZ4LV7NxdbZndL8QVCpVidhODmqu5xZyNuWapVMXQgghRDUjBbGwCgc7tWHKtaOJd59tIq+giGNJ6az47hi7j15CBYwbEIqrs32JfW3VNoT6e96IXbYhGUIIIYSoOWQeYmE1kQF1OHE2g9gTKTzQtmGp+1zPLWT9jnhi41LR3hj+oAKe6htE6I3ZKkoT2tiDA/FXOHU+sxwyF0IIIUR1IgWxsJr2od78d+dpTl/UcCktu8RiGgWFWj786jCnL+pXtKvj6kDzhu70auVHQAO3O8Yufj/xkgadomBzy7AKIYQQQohiUhALq3FzcaBFU0+OnE5j58ELPHl/oOE9naKwastxTl/U4Oxoy7//L5KA+ncugm/WwMsZBzs1uflaLl7Nxs/LpTwuQQghhBDVgIwhFlZ1fxs/AHYduki6Jg/QPzj3318TOBB/BVu1ihcfizCrGAZQ29jQxLc2AKcvyHzEQgghhLg9KYiFVYU19qS5nxuFRTpWfHeMlIwcNu5K5KfY8wCM6R9CYEP3MsUuHjZRPORCCCGEEKI0UhALq1KpVIzuF4KjvZpTyVlMXbGXbXvPAvB/PZrRIdSnzLEb+7gCcE6mXhMCAJ1Ox6JFi+jSpQuRkZGMGTOGs2fPWjstIYSwOimIhdX5eNZi0pNR+PvohzjUdXNk7IBQ+rZvdE9x/X3044YvXMmmsEh3z3kKUdUtW7aML7/8khkzZrBhwwZUKhVjx46loKDA2qkJIYRVyUN1olJo7OPKtFFt0ep02KhUJRbbKIs6ro44O9qSnVfExavZhoJbiJqooKCANWvWEB0dTbdu3QBYsGABXbp0YceOHfTv39/KGQohhPVIQSwqFbWN5X5poVKpaORdmxNnMzibck0KYlGjxcXFkZ2dTYcOHQzbXF1dCQ0NJTY2tswFsa2tad+z569cZ8mmf8jOLcDU1drnfXmoTDlV5hgqlb7Niop0JrdDeeRh7RhvLP+zTG1g6TwkRsXFsFWreLhzE5rfeC5IrbYx+tvapCAW1Zq/z/8KYiFqssuXLwPg6+trtL1evXpcunSpTDFtbFR4eDjffUfgx/3JxBy/bFb840l3X8VSYlTNGIdPXa0UeUiMio3RuIEb7SIaGG1zdXW653NaghTEolpr5K0fR3zushTEombLzc0FwN7eeLlzBwcHsrLKNjWhTqeg0eSYtO/9rRrQ2NeVzKxcdLqS3YIfbf6nxLZnH2lhVj5VIYaNjQonJ3tycwtKbYeKysPaMSYOa33XNqiIPCRGxcWwtbUhvKknGRnZgL5n2NXVCY0mF6225HM+rq5OFdp7LAWxqNb8vfXDJM6nXkenU7CxkRXrRM3k6OgI6McSF/8bID8/HyensvfQFJn4wKqtrQ0dWviSkZFd6jEflXJM2+B6ZuVSFWLY2trg4eF823aoqDysHaNbK7+7tkFF5CExKj7GrV9zrVZn8uegPFWOgRtClBNvz1o42KspKNJxKd20niwhqqPioRKpqalG21NTU/HxKfv0hkIIUR1IQSyqNRuViob19MMmzl6WBTpEzRUcHIyLiwv79u0zbNNoNBw/fpw2bdpYMTMhhLA+KYhFtVc8bOJcynUrZyKE9djb2zN8+HDmzZvHL7/8QlxcHC+//DI+Pj707t3b2ukJIYRVyRhiUe01vjHdWpI8WCdquAkTJlBUVMQbb7xBXl4ebdu2ZfXq1SUetBNCiJpGCmJR7f2vh/gaOkXBxgKLfghRFanVaqKjo4mOjrZ2KkIIUamYPWRCp9OxaNEiunTpQmRkJGPGjOHs2bMmHbtlyxaCgoJITk42bFMUhXXr1vHggw/SsmVLnnjiCf766y+j4zIyMnj11Vdp27Ytbdu25c033yQnRx6QEqbxrVsLO1sb8gq0pGbkWjsdIYQQQlQyZhfEy5Yt48svv2TGjBls2LABlUrF2LFjKSgouONxFy5c4O233y6xfdWqVcyZM4dhw4axefNmHnroIcaPH09MTIxhnwkTJnD+/Hk+/fRTFi1axJ9//llqLCFKo7axuenBOhk2IYQQQghjZhXEBQUFrFmzhhdffJFu3boRHBzMggULSElJYceOHbc9TqfTER0dTVhYWIn3Pv74Y5566imGDx9O48aNGTFiBAMHDmTp0qUAHDx4kJiYGGbNmkVYWBj33Xcf77zzDt9++y0pKSlmXq6oqYqXbZaCWAghhBC3MqsgjouLIzs7mw4dOhi2ubq6EhoaSmxs7G2PW758OYWFhTzzzDNG29PT08nKyqJt27ZG20NCQjhw4ABarZb9+/fj5eVFQECA4f127dqhUqk4cOCAOemLGqx4HHGSTL0mhBBCiFuY9VDd5cv6deiLJ3gvVq9ePS5dulTqMUeOHGHNmjV8/fXXJXp03dzcsLe3L3HshQsXKCwsRKPRkJKSUuJ89vb2uLu73/acprC1Nf1ngeKlAytyCcHKpqq3QUADN0A/9ZparUJVxgfrqno7WIK0gbSBEEJUN2YVxLm5+geSbp2ix8HBgaysrBL75+TkMHHiRCZOnEjjxo1LFMRqtZqHH36Yjz76iNDQUCIiIti3bx8bN24E9EM0cnNzS50SyMHBgfz8fHPSN7CxUeHh4Wz2ca6uZV/etLqoqm3gUtsJW7UNOflF5OtU+NY1/+t/s6raDpYkbSBtIIQQ1YVZBbGjoyOgL1SL/w2Qn5+Pk1PJ/xhmzJhB48aNGTJkyG1jTpkyhfz8fJ588kkAmjdvztixY5k7dy61a9fG0dGx1Af28vPzqVWrljnpG+h0ChqN6bNUqNU2uLo6odHkotVaf71ta6gObdCwngtnLmk4cjIFR7V3mWJUh3a4V9IGd28DV1cn6T0WQogqxKyCuHjoQmpqKo0aNTJsT01NJTg4uMT+GzduxN7enqioKAC0Wi0ADz30EAMHDuSdd97BxcWFuXPnMmPGDDQaDV5eXnzxxRd4eXlRq1YtfHx8+Pnnn43iFhQUkJmZibd32YoagKIi8/8j12p1ZTquOqnKbdDIW18Qn76YRatAr9vudz23kIxr+TTwcr7tnMVVuR0sRdpA2kAIIaoLswri4OBgXFxc2Ldvn6Eg1mg0HD9+nOHDh5fY/6effjJ6ffjwYaKjo1m5cqXhIbnXX3+dyMhI/u///g8vL32R8sMPP9ClSxcA2rZty7x58zh79iz+/v4A7Nu3D4BWrVqZk76o4Ypnmjh3h5km9selsmrrcQqLdAQ0cOXfj0fi7GhXUSkKIYQQwgrMKojt7e0ZPnw48+bNw9PTkwYNGjB37lx8fHzo3bs3Wq2W9PR0w1CH4gK2WPFDefXr16dOnTqAvtf5ww8/pGHDhjRo0IBPPvmE48ePM2PGDAAiIyNp1aoVL7/8MtOnTycnJ4dp06bxyCOP3FMPsah5/jfTxDUURSnxYF3m9Xw+vlEMA5y+oGHVluO8NDiizA/hCSGEEKLyM3uQ24QJExg8eDBvvPEGQ4cORa1Ws3r1asNsEZ07d2bbtm0mxxs/fjwPP/ww0dHRPPzwwyQlJbFu3TpDMa1SqViyZAl+fn6MHDmSf//733Tt2pXp06ebm7qo4fy8XFDbqMjOK+JKZskV677fc5aCIh1NfF2ZNqottmoVR06n8Xf8FStkK4QQQoiKYlYPMehnhoiOjiY6OrrEe35+fpw8efK2x7Zv377E+7a2tkyaNIlJkybd9rg6deqwaNEic1MVwoidrQ1NfF1JuJBF3LlM6nn876HMtKw8dh26AMBj3Zri71Obvu392fpXEt/uTqJVoJf0EgshhBDVlDwGLWqUYH93AOLOZRht3/LXGYq0CsGN3Alt7AnAA20b4mCvJvnKdQ6fTqvoVIUQQghRQaQgFjVKSCMPAOLOZqAoCgApGTnsPqIf3z6o6/9WRHRxsqNHVAMAfth7toIzFUIIIURFkYJY1CgBDdywt7Uh83oBZy7pZ5v45vdEdIpCREAdmvm5Ge3fu01D1DYq4pOzOH2x5OIzQgghhKj6pCAWNYq9nZpWQfrp/XYfuUj8+UxiTqSiAgZ1bVpif4/aDnQI1c9m8sO+cxWZqhBCCCEqiBTEosbpElEfgN8OXWThV4cB6BThS6Mb07Ldqk97/Zzbf5+8Qkq66SscCiGEEKJqkIJY1Dgh/h60Ca4HQF6BlgZ1nRnaq/lt9/fzciG8aR0UYLv0EgshhBDVjtnTrglRHYwbEEqovweFRTo6R/ji5HDnb4W+7RtxNDGNPw5dZGDXADydZfU6IYQQorqQgljUSLZqG7rfmEHCFMGN3IkIqMOR02lMWbqb5n7uFBZpyS3Q4uZsz6NdmhqWhhZCCCFE1SJDJoQwgUqlYuyAUAIbupNXoOVoYhpx5zI5e/kaR06nMfuLvzlzSWPtNIUQQghRBtJDLISJnB3teG1Ea5LTc0lKzkRto8LO1oaf958n7lwmK787xrv/ao+tWn7OFEIIIaoSKYiFMIONjYrI5l40qluLoiIdAEGN3Hlj1T5SMnLZdegivVr7WTlLIYQQQphDurKEuEfOjnYM7NQYgG17z6LV6aybkBBCCCHMIgWxEBbQOcIXFyc7Mq7lcyQhzdrpCFHCpUuXeOWVV+jUqRNt27bl6aef5tSpU9ZOSwghKgUpiIWwADtbNV0ifQHYefCClbMRwlhBQQHjxo0jLS2NFStWsH79emrXrs3IkSNJT0+3dnpCCGF1UhALYSHdIvUr4B1LSicru8DK2QjxP/v37yc+Pp7333+fFi1a0Lx5c95//31ycnL49ddfrZ2eEEJYnRTEQlhIPY9aNPF1RVFgf1yqtdMRwqB58+asXLkSb29vo+2KopCVlWWlrIQQovKQWSaEsKD2IfU4c0nDvhMpMtuEqDS8vLzo1q2b0ba1a9eSn59Pp06d7im2ra1p/SrqG9MRqs2YltDU2FUpRlnaoTzysHYMKFsbWDoPiWG9GPfyvVAepCAWwoLahniz4dcEEpKzSMvKo46bo7VTEjVAcnIyvXr1uu37u3fvxsvLy/D6p59+YsGCBYwYMYLg4OAyn9fGRoWHh7NZx7i6Opm8r7mxq1IMc9qhPPOwVgwoWxtYOg+JYf0Y9/o5sBQpiIWwII/aDjRv6E78+Uxi41Lp276RtVMSNYC3tzfbtm277fuenp6Gf//nP//h3XffpV+/fkydOvWezqvTKWg0OSbtq1bb4OrqhEaTi1Zr2tSEGRnZ95JepYxRlnYojzysHQMoUxtYOg+JYb0Yd/tecHV1qtDeYymIhbCwdiH1iD+fScyJFCmIRYWws7MjICDgrvvNmzePVatWMWLECF5//XVUKtU9n7t4gRpTabU6k48xN3ZVimFOO5RnHtaKAWVrA0vnITGsH+NePweWUjkGbghRjbQOqodKBUmXr5GaYVrvmRDlbe7cuaxatYpJkybxxhtvWKQYFkKI6kIKYiEszM3ZnhB/DwBiZbYJUQns27ePjz/+mBEjRjBw4ECuXLli+JOdbZlffwshRFUmBbEQ5aBdiH56q5gTUhAL69u6dSsA69ato3PnzkZ/1qxZY+XshBDC+mQMsRDloFWgF+t+PMn51OtcSsvGt45lnsoWoizeffdd3n33XWunIYQQlZb0EAtRDlyc7AhtrH+yP1Z6iYUQQohKTQpiIcpJu5B6AMTEpaIoipWzEUIIIcTtSEEsRDmJau6Fna0NF69mE3c2w9rpCCGEEOI2pCAWopzUcrSla0R9AL7dfUZ6iYUQQohKSgpiIcrRgx0aYWdrQ3xyFt/vOStFsRBCCFEJSUEsRDnydHXk/3o0A2DT74nM/uJvjiamSWEshBBCVCJSEAtRznq2asDjPQKwVdtwKjmLBf89zNofT0pRLIQQQlQSUhALUc5UKhUPtvdnzvj7uL+NHyoV7Dp0kb3HUqydmhBCCCGQgliICuNR24En7w/kkS5NAfj2zzPopJdYCCGEsDopiIWoYL3b+OHkYEtqRi4nZTo2IYQQwuqkIBaigjna29I6yAuAg6euWjkbIYQQQkhBLIQVtGxWF4DDp6UgFkIIIaxNCmIhrCDE3wOVCq5k5pFxLd/a6QghhBA1mhTEQliBk4MtDb1cAEi4kHXX/VMzcvh0+wm+35OETicP4gkhhBCWZGvtBISoqQL83DiXep1TyZm0Da532/3yC7XM/c8h0jR5ABRpFR7u3MTi+SiKQlZ2AXa2Njg72lk8vhBCCFFZSUEshJU0b+DGzr8vcPouPcS7Dl00FMMAP8Sc44G2DXFysNy378lzGaz7KZ6LV7NRAZHN6jKybxBuLg4WO4cQQghRWcmQCSGsJKCBGwDnUq5TWKS97X77jl8GYPgDgfh41iK/QMvf8VcslsfJcxnM+/KQoRhWgEMJV5mz/iDXcwstdh4hhBCispKCWAgrqevmiGstO7Q6hbMp10vdJ+NaPmcuXQOgdaAXHUK9Adgfl2qRHPIKilj+3TG0OoWWzeqy+N9dePfpdtRxdeByeg5rfzxpkfMIIYQQlZkUxEJYiUqloml9fS9x4m2GTRy5MS1b0/quuLk40LK5frq2uHOZFGl195zD9r3nyLpegJe7I888HEYtRzsaeLnw3KPhqG1U7I9L5Z/EtHs+jxBCCFGZSUEshBUFNHAF4PRFTanvH7qxcEfkjXmL/eq54OJkR36hlsTbHGOqdE0eP8acA+Dx7s1wsFMb3mvi60qv1n4A/HdngsxsIYQQolqTglgIKzL0EF8s2UOcX6jl+I2lnaNuFMQ2KhWhjT0AOJ6Ufk/n/nrXaQqKdAT6uRlWzrvZQx0b4+xoS/KVbHYfvXRP5xJCCCEqMymIhbCixj61UakgTZNfYoGO40npFBbpqOPqSAMvZ8P2oIbugGnzF9/OqeRM9h5LQQU80as5KpWqxD4uTnYM6KSf3m3T74nk5heV+XxCCCFEZSYFsRBW5ORgS4O6+gU6bh0CcThBP1yiZbO6RgVr8ewUiRc1ZRrKoNMprN9xCoDOEb408XW97b49WzWgnocTmuwCtu87a/a5hBBCiKpACmIhrKx4HPHNwyZ0isLhBP3DbJHN6xjt7+flgoO9mrwCLReuZpt9vt+PXORsyjWcHGx5rFvAHfe1Vdvwfz2aAfBjzHnSsvLuuL8QQghRFUlBLISVNa1f8sG6xIsasrILcHJQE9zIw2h/GxsVTW/06t5tUY9bZecVsmlXIgCPdG6Cq7P9XY+Jal6XoIbuFBbp2LAzAUWpXg/YFWl16KrZNd3N/v37CQkJYd++fdZORQghKgVZqU4IKwu48WBd0iUNWp0OtY0NB0/pF94Ib1oHW3XJn1sDGrhx4mwGCRey6B7VwORzffvHGa7nFlK/rjM9Wpl2nEqlYkiv5rz72X72x6Xy59FLDOjW3ORzVhY6ncKRxDTOpVzjSmYuVzPzSM3MJeNaPmobFc0auDGoW1Oa+7lbO9Vyde3aNSZNmoROd+/T9gkhRHUhPcRCWJlPnVrUcrCloEjH6QsadIpC7An9whtRzUvO/gDQ7MY4YnMerLt4NZtf/74AwND7m5daaN+Ov09tHu7cGIBPtsVx/EzVmps4N7+IWV8cYNHXR9j8xxn+PHqZk+czDQ8yanUKJ89nMueLgxw5XbWuzVzTp0+nYcOG1k5DCCEqFbMLYp1Ox6JFi+jSpQuRkZGMGTOGs2dNe9hmy5YtBAUFkZycXGJ7//79iYyMpF+/fmzcuNHo/W+++YagoKASf0w9rxCVmY1KRdSNBTf2HrvM8TPpXM3Kw8nB1rAQx62Kh1mkZuRyLafApPP8d2cCOkW/Il1YY0+z8+x/X2MiA+pQWKTjndX7SL5S+up6ldGGX09x+oIGJwc1nVr48GjXpowbEMrrT7Vm4YTOzH6mA62DvNApCh9vPU52XvVcsvrbb7/l4MGDvPbaa9ZORQghKhWzh0wsW7aML7/8klmzZuHt7c3cuXMZO3YsW7duxd7+9uMRL1y4wNtvv11i+549e5gyZQpvvvkmnTp14vfff+eNN97A09OTHj16AHDy5EnatWvH/PnzjY719DT/P3UhKqOOLXz485/L/HHkEgdvzC7RqYWP0WIZN3NxssPHsxaX03NIvKgxLNxxO2cuaThyOg0blYonejYrU442NirGP9KCDzYcIiE5iw+/OsJbI9vg5FC5R15dSsvmj8P6eZRfGhxJ4I1p627mWsueZwaG8fYnsVy4ms22vWd5vHvZ2qmySk5O5r333mPZsmU4Ozvf/QAT2dqa1q+ivvEbCbUZv5kwNXZVilGWdiiPPKwdA8rWBpbOQ2JYL8a9fC+UB7P+JysoKGDNmjVER0fTrVs3ABYsWECXLl3YsWMH/fv3L/U4nU5HdHQ0YWFh7N271+i9X3/9laCgIIYMGQLAsGHD+Prrr9m9e7ehII6Pjyc4OBgvr9J/fSxEVRfs70FwI3fizmWSdb0AZ0dbHurY+I7HBDRw5XJ6DqcvZt21IN76VxIAHcK88fasVeY8HezUvPx/kUxbE0tKeg4bd51m+ANBZY5XEf44fAkFiAyoU2oxXMxWbcOgrk1ZvOkovx+6yMOdmmB/mx9IKpvk5GR69ep12/d///13Jk2axBNPPEGbNm1K/JaurGxsVHh4mFdcu7o6mbyvubGrUgxz2qE887BWDChbG1g6D4lh/Rj3+jmwFLMK4ri4OLKzs+nQoYNhm6urK6GhocTGxt62IF6+fDmFhYW88MILJQpid3d3EhIS2Lt3L+3btycmJobTp08zevRowz4nT56kT58+5qR6V+b8FFTZfoqxBmkDvfJshxcei+CLn+K5nlvIY90D8HRzvOP+zf3c+fPoZRIvXrvj5/lKRi4HT11FBQzo3OSeewDcHRz595Ao3lj+F7sOXaT/fY3x8qgcN7RbaXU6/vxH3zvcs7XfXa+9dXA96ro5cjUrj0MJV+kY7lvqfpXt+8Hb25tt27bd9v2vvvqKnJwcXnzxRYueV6dT0GhyTNpXrbbB1dUJjSYXrda0B/oyMsyfVrCyxyhLO5RHHtaOAZSpDSydh8SwXoy7fS+4ujpV6D3WrIL48uXLAPj6Gv8nUa9ePS5dKn1p1yNHjrBmzRq+/vprUlJSSrz/1FNPcfToUUaOHIlarUar1TJ27FgGDhwIQHp6OlevXiU2NpZ169aRmZlJZGQkEydOpEmTJuakb1CWXg2oPD/FWJO0gV55tIOHhzOvjWlv8v6tQn34dHscZy5l4epWC7VNydXmAH45eBGA8GZ1adG8nkVyjXR1IrJ5XQ6fusreuFSe6hdqkbiWdiwxjWs5hdSuZU+3No1Murn2bNuI//4cz6HTafTveudhE5Xl+8HOzo6AgNvPKb1p0yZSU1Np317/+SqeOm/s2LG0a9eOjz/+uMznLioyr6DRanUmH2Nu7KoUw5x2KM88rBUDytYGls5DYlg/xr1+DizFrII4NzcXoMRYYQcHB7KySj7tnpOTw8SJE5k4cSKNGzcutSC+dOkSmZmZvPXWW7Rq1Yq9e/eyYMECmjZtyqBBg4iPjwdArVYzZ84ccnJyWLZsGU8++SRbtmyhbt07/6q4NOb0aujPXfaf6KsLaQO9ytQOrg5qHO3V5OZrOXYqlYb1XErdb9ff5wFoHVjXIj/9F7dBt5b1OXzqKj/HnKN/h0bYlLL8s7XtPqgfGhDe1BONJtekY1o0due/wIG4VC6lZOFoX/I2Wdl6Nu5m3bp1FBX9b+ntlJQURowYwYwZMwxFshBC1GRmFcSOjvpf4RYUFBj+DZCfn4+TU8mekhkzZtC4cWPD+ODSTJgwgQEDBjBs2DAAQkJCyMrKYs6cOTzyyCN06NCBmJgY3NzcDMcsXbqUHj16sGnTJsaNG2fOJRiU5aeRyvJTjDVJG+hVlnZo4uvKibMZnDyXgW8pY4NTM3JIunQNG5WKyGZ1LZpzy2Z1cbRXk3Etn9PJWXdcAtpaDp3SP6DYoomnydfeoI6zYdjE0dNpt536DirP5+BuGjQwnnNardaPjfb29sbb29saKQkhRKViVhdG8VCJ1NRUo+2pqan4+PiU2H/jxo3s2bOHqKgooqKiGDt2LAAPPfQQb731Funp6Zw5c4bw8HCj41q2bElmZiaZmZkARsUwQK1atfDz8yu1x1mImsSw7PMFTanvx8bpv1dD/N1xrXX3VenMYau2IayJfqaXwzdmxqhM0jV5JF+5jgpo0bTOXfcvplKpDPsfT8oop+yEEEJUJmYVxMHBwbi4uBgt96nRaDh+/Dht2rQpsf9PP/3E1q1b2bx5M5s3b2bGjBkArFy5kpdeegl3d3ecnJw4efKk0XHx8fG4urri6enJ+vXrad++PXl5eYb3r1+/TlJSEs2aVa9pkYQwV9Mbq9ydvlj6Ah3FBXGbYMuMHb5VxI3C8VhSernEvxdHE/ULbDRt4IqLk51Zx4Y11i+XfbwSXpcl+Pn5cfLkSRkuIYQQN5g1ZMLe3p7hw4czb948PD09adCgAXPnzsXHx4fevXuj1WpJT0+ndu3aODo64u/vb3R88UN59evXp04d/X+kI0eO5KOPPsLLy4vWrVtz4MABli9fznPPPQdAjx49WLhwIZMmTeLFF18kLy+P+fPn4+npyaOPPmqJNhCiygq4sUDHpbQcsvMKcXb8X+GXkp7DuZTr2KhUtAosnykLAxu5A3D28jUKi7TY2VaeacqOJuqL2XAzeoeLBft7oELfrhnX8vGo7WDh7IQQQlQmZj/1MWHCBAYPHswbb7zB0KFDUavVrF69Gnt7ey5dukTnzp3vOP1PafFefPFFVqxYwYABA/j444+Jjo7m6aefBvTDND777DOys7MZOnQoo0aNonbt2qxdu9ZoHLMQNVHtWvbUuzHlWeJF42EThuESjT2obeHhEsXquTvhWsuOIq3CmUvXyuUcZVGk1Rl6d8tSEDs72tHYtzZQfXuJhRBC/I/ZS0yp1Wqio6OJjo4u8V7xr+Fup3379iXeV6vVjB492mje4VuFhISwevVqc1MVokYIqO9GakYupy9kGRV/+28UxG3LabgE6MfbNvNz5+/4KyRcyLrjwhcVKfGihrwCLS5Odvj71C5TjOBGHpy5dI3485l0us18xEIIIaqHyjMvkBCiTIofrDt9Uw/xpbRszqVeR21TfsMlijVroB/HfOZS6Q/2WcM/Z/Tjh8OaeJZ5Orji4j7+fKaFshJCCFFZSUEsRBVXXJAmJGdRWKQFYO8x/QwsYU08zX6gzFyNvPXzH59PuV6u5zHH0dP6YQ4tbsyCURbN/dxQASkZuWRdz7dQZkIIISojKYiFqOIa1nPB09WB/EIt/5xJR6dT2HNM/wBrh9Dyn2O2kbd+SEJqZi45eUV32bv8XcnM5WzKNVQq86Zbu1UtRzv8bix2Ep9c+iweQgghqgcpiIWo4lQ3zSKx73gKf8df4WpWHs6OtndcVMJSXJzs8HTVz8KQfMX6vcTFY6eDG3ng5nxvDxMahk2cy7zHrIQQQlRmUhALUQ10aqF/6CvmRCofbz0OQI9WfjjYV8w0aI3q6XuJz6ZU3EwTJ85mMOeLv5n9+QFDEazTKew6dBGAdiH3/jBh0I2C+KSMIxZCiGrN7FkmhBCVj79PbdoEebH/5BUKinTUcXXkwfaNKuz8jbxdOJRwtcLGESdcyGLBfw9RpFUA/ZCG+8K88XJ3IjUzF2dHWzqEllw901zNbxTEF65cLzHPsxBCiOpDCmIhqokx/UPwdHUkJ7+IAR0b4+RQcd/exeOIz1VQD/FXOxMo0iqEN62Dn5czP8ScY8+x/y3lPrBTE4v0jrs52+PjWYvL6TmcSs6iZbO69xxTCCFE5SMFsRDVhKO9LUN6NbfKuYtnmrhwNZsirQ5bdfmNxkq8qOFUchZqGxWjHgzGo7YDUYFefP7TSa5m5tEtqj692vhZ7HyhjT24nJ5Dhibv7jsLIYSokqQgFkLcszqujjg72pKdV8TFq9mGHuPy8GPMOQDah3obllRu1sCN6aPblcv5HunSFH+f2rQLKf8ZO4QQQliHPFQnhLhnKpWKhjemKCvPB+uuZuay/6T+AboH2jYst/PczMXJji4R9XGwq5gHFIUQQlQ8KYiFEBZR3Ctcng/W7difjKLohzGUZy+0EEKImkUKYiGERRSPIy6vB+ty8or4/Yh+SrU+7SpuBg0hhBDVnxTEQgiLMMw0kXodnaJYPP7vhy+SX6Clfl3ne1qSWQghhLiVFMRCCIvw8ayFrdqGvAItVzNzLRq7SKtjx/7zgH7ssEqlsmh8IYQQNZsUxEIIi7BV2+Dn5QzAOQuPI/7rn8tkXMvHzcWe+8JktgchhBCWJQWxEMJiiodNWHKmifxCLVv+TAKgT9tG2NnKbA9CCCEsSwpiIYTFNPbRF8SnL2Tdcb+CQi1nL1/jwtXsu443/ub3RNI0eXi6OtAjqoHFchVCCCGKycIcQgiLCfH3ACDhQhb5BdoSyydnZRfw7e4z/HX0EgVFOgC8PZwY3ieIsMYlH5T78+glforVjx0e/kCQRZZjFkIIIW4lPcRCCIup5+FEHVdHirQK8cmZRu8lp17nnU9j+e3gBQqKdLg42WFvZ0NKRi7zNxzi17+TjfbfH5fKJ9viAHioY2NaNqtbUZchhBCihpEeYiGExahUKlo09WTXoYvEnEghvGkdAI4npbP0m6Pk5mvxrVOLp/oEEdjQnbwCLet/jufPo5f5/Kd4Mq7lM6hrU/adSOHjLSfQKQqdWvjwSJcmVr4yIYQQ1ZkUxEIIi+rUwpddhy4SeyKVQV0DOHYmnc9+iEOrUwhs6M6Lj4Xj7GgHgJODLWP6heDl5sTm3Wf4fs9Z9h1P4WpWHgAdW/gwul8INjLNmhBCiHIkQyaEEBYV0MCVpvVdKSjS8fqqvazZdgKtTqFdSD1efaKloRguplKpGNi5CaMeDEZto+JqVh4qoG/7RozpF4KNjRTDlrJ69Wp69epFREQEgwYNYu/evdZOSQghKgXpIRZCWJRKpWL0g8HMWX+Q67mF2KhUPNTRn4Gdm9yxp7drZH1aNPHkzCUNfvVc8PaoVYFZV3/Lli1j5cqVvPPOO0RERPDpp5/y7LPP8t1339GwYUNrpyeEEFYlPcRCCItr4OXCzHEdePGxcGY904FHujQ1adiDp6sjrYPqSTFsYTk5OaxatYro6GgGDhxI48aNefPNN2nYsCEHDhywdnoARA+NMnq9YmJ3s2PM+Fd7o9cfvdrN7Bjvj7/P6PXif3cxO8a7t+Sx4MXOZseY+2xHo9eLXjI/j1vPW5ZrmfeccR4fPN/pnmN8WIZrWXjLtSx44d7zuPVrbYr3nzU+piwxbv263Pq1NsWSW76Ws8Z1MDvGrZ+p2WW4lls/U3PKEKOyUCnKXSYBrYa0Wh3p6dkm729ra4OHhzMZGdkU3ZgqqqaRNtCTdpA2gLu3gaenM2p15elv+P333xk3bhx79+7F3d3dYnHNuZfK50ZP2kHaAKQNoPLdR2XIhBBCVHNJSUm4ublx8uRJFi5cSFJSEs2aNePll1+mVatW9xTb1ta0/7CK/2OrTD8oWIO0g7QBSBtA5WsDKYiFEKKKS05OplevXrd9/6WXXiIvL4+33nqLV199lfr167NhwwZGjhzJ5s2bCQgIKNN5bWxUeHg4m3WMq6tTmc5V3Ug7SBuAtAFUnjaQglgIIao4b29vtm3bdtv3f/nlF/Ly8njttdfo1k0/rjYsLIyDBw/y+eefM23atDKdV6dT0GhyTNpXrbbB1dUJjSYXrbZm/ooYpB1A2gCkDeDubeDq6iRDJoQQQpjOzs7ujr28x48fByAoKMiwTaVSERAQQHJy8u0OM4m54x+1Wl2NHTN5M2kHaQOQNoDK0waVY+CGEEKIctOmTRtUKhWHDh0ybFMUhYSEBPz9/a2XmBBCVBLSQyyEENWcr68vjz32GDNmzMDJyQl/f3/WrVtHcnIyTz75pLXTE0IIq5OCWAghaoDp06ezZMkS3njjDbKysggNDWXNmjU0bdrU2qkJIYTV1ch5iBVFQacz77LVapsaO/C9mLSBnrSDtAHcuQ1sbFSoTFiIpKoz914qnxs9aQdpA5A2gMp1H62RBbEQQgghhBDF5KE6IYQQQghRo0lBLIQQQgghajQpiIUQQgghRI0mBbEQQgghhKjRpCAWQgghhBA1mhTEQgghhBCiRpOCWAghhBBC1GhSEAshhBBCiBpNCmIhhBBCCFGjSUEshBBCCCFqNCmIhRBCCCFEjSYFsRBCCCGEqNGkIBZCCCGEEDWaFMR3odPpWLRoEV26dCEyMpIxY8Zw9uxZa6dlsgsXLhAUFFTiz1dffQXAiRMnGD58OC1btqR79+6sXr3a6HhTrt8SMcrLsmXLGDFihMXzrYgYllJaG0ydOrXEZ6Jr164Wzd/abZCZmclbb71F165dadWqFUOHDmX//v0Vmr+126CykPuo3Eer+veP3EdrwH1UEXe0ePFi5b777lN+++035cSJE8qYMWOU3r17K/n5+dZOzSS//PKLEh4erqSkpCipqamGP7m5uUp6errSvn175fXXX1cSEhKUr7/+WgkPD1e+/vprw/F3u35LxCgvn3zyiRIUFKQMHz7csK2yXLMpMcqrDRRFUR599FFl/vz5Rp+JtLS0atUGo0ePVgYOHKjExsYqp0+fVt59910lIiJCSUhIqHGfA2uT+6jcR6vy94/cR2vGfVQK4jvIz89XoqKilPXr1xu2ZWVlKREREcrWrVutmJnpPvroI2XgwIGlvrd8+XKlS5cuSmFhoWHbBx98oPTp00dRFNOu3xIxLO3y5cvK008/rbRs2VLp27ev0U2sslzz3WKUZxsUFRUp4eHhyo4dO0o9tjq0QVJSkhIYGKgcOHDAsE2n0ym9e/dWFi5cWGM+B5WB3EflPlpe1yz3UbmPWrINZMjEHcTFxZGdnU2HDh0M21xdXQkNDSU2NtaKmZnu5MmTNGvWrNT39u/fT9u2bbG1tTVs69ChA2fOnCEtLc2k67dEDEs7duwYbm5ufPfdd0RGRlbKa75bjPJsg6SkJPLz8wkICCj12OrQBh4eHqxcuZIWLVoYtqlUKhRFISsrq8Z8DioDuY/KfbS8rlnuo3IftWQbSEF8B5cvXwbA19fXaHu9evW4dOmSNVIyW3x8PGlpaTz55JN07NiRoUOH8scffwD66/Px8THav169egBcvHjRpOu3RAxL69mzJx988AENGzYs8V5luea7xbhXd2qD+Ph4VCoVn332GT179uT+++/n3Xff5dq1a4bc7jV/a7eBq6sr3bp1w97e3rBt+/btnDt3js6dO9eYz0FlIPdRuY+Wlm9V+P6R+2jNuo9KQXwHubm5AEYfBgAHBwfy8/OtkZJZCgoKSEpK4vr16/z73/9m5cqVhIeHM3bsWPbs2UNeXl6p1waQn59v0vVbIkZFqizXfLcY5enUqVPY2NjQoEEDli9fzuTJk9m1axfPPfccOp2uWrbBgQMHeO211+jVqxc9e/aUz0EFqmz3AHPJfbSkynLNch+V+6gpMUxle/ddai5HR0dAf0Ms/jfoG9jJyclaaZnM3t6e2NhYbG1tDR+WFi1acPr0aVavXo2joyMFBQVGxxR/eGrVqmXS9VsiRkWqLNd8txjl6cUXX2TUqFG4uroCEBgYiJeXF0888QRHjx6tdm3w888/M3HiRCIjI5k/f36F5V+Z2sCaKts9wFxyHy2pslyz3EflPmpKDFNJD/EdFHfRp6amGm1PTU0t0T1fWdWqVavET06BgYGkpKTg4+NT6rUBeHt7m3T9lohRkSrLNd8tRnlSqVSGm3ixwMBAQP+rp+rUBp9//jkvvvgiXbt2ZdWqVYYbqnwOKk5luweUhdxHjVWWa5b7qNxHTYlhKimI7yA4OBgXFxf27dtn2KbRaDh+/Dht2rSxYmamiYuLIyoqymjOQIB//vmHZs2a0bZtWw4cOIBWqzW8t2fPHpo0aUKdOnVMun5LxKhIleWa7xajPL366qs8/fTTRtuOHj0KQLNmzapNG6xfv553332XYcOGsXDhQqOCRj4HFaey3QPMJffRkirLNct9VO6jFm0Ds+akqIHmz5+vtGvXTvn5558N89898MADVWL+TK1Wqzz++OPKQw89pMTGxioJCQnKzJkzlRYtWihxcXHK1atXlbZt2yqTJ09WTp06pWzcuFEJDw9XNm3aZIhxt+u3RIzyNHnyZKOpcirLNZsSo7za4Ndff1WCgoKUZcuWKWfPnlV+++03pWfPnsorr7xSbdogMTFRCQsLU55//nmjOUJTU1MVjUZTIz8H1iT3UbmPVvXvH7mPVv/7qBTEd1FUVKS8//77SocOHZSWLVsqY8eOVc6fP2/ttEyWlpamTJ06VenUqZMSHh6uPPHEE0psbKzh/cOHDyv/93//p7Ro0ULp0aOHsm7dOqPjTbl+S8QoL7fexCyVb0XEsJTS2uCHH35QHnnkESUiIkLp1KmTMnv2bCUvL8+i+VuzDT766CMlMDCw1D+TJ0+usPwr0+fAmuQ+KvfRqv79I/fR6n8fVSmKopjenyyEEEIIIUT1ImOIhRBCCCFEjSYFsRBCCCGEqNGkIBZCCCGEEDWaFMRCCCGEEKJGk4JYCCGEEELUaFIQCyGEEEKIGk0KYiGEEEIIUaNJQSyEEEIIIWo0KYiFEEIIIUSNJgWxEEIIIYSo0aQgFkIIIYQQNdr/A6B/E0OUqT45AAAAAElFTkSuQmCC", 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", 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" ] @@ -333,7 +338,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -343,12 +348,12 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -370,12 +375,12 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -397,7 +402,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -406,7 +411,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -415,12 +420,12 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 28, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -435,12 +440,12 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 29, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -455,12 +460,12 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 30, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -475,12 +480,12 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 31, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -503,7 +508,7 @@ }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -512,7 +517,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -521,7 +526,7 @@ "0.029998931879332884" ] }, - "execution_count": 115, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -532,22 +537,22 @@ }, { "cell_type": "code", - "execution_count": 116, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 116, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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Kits+h8OhlJQUNTY2as+ePW2e49ChQ9q0aZN69uypX/3qVx3oMgAAQOeyFYgOHz4sl8ulqKgoj+OEEhMTJV0IPW15/fXXJUkPP/ywYmJi7Hx5oBWGHAChxcFVDT+x9azqzJkzkqTY2FiP+3v06OHWzpO9e/dKkoYMGaLf/OY3Onz4sE6cOKGBAwcqJydH9957r50uAQAAXDFbd4iqq6slSV26dPG4v3l7ZWWlx/01NTUt44t+97vfaerUqdq8ebM2b96spqYmPfbYY9q8ebOdLgEAAFwxW4EoKipKktTQ0OBxv8vlcmt3qYuD0rPPPqsbbrhBknT99ddr2bJlioyM1JIlS1RVVWWnWwAAAFfEViDq3bu3JLUZWJq39+3b1+P+rl27tvz7oEGD3Pb16tVLqampqqmp0aeffmqnWwAAAFfEViBKSkpSeHi4amtrVV5e3mp/8+Ow5ORkj8f37NlT3bp1k3Th8dmlmgOXtzFIAMzgbXoFXsYOIRQTAcJWIIqNjVVqaqokqaioyG2fZVkqLCxUWFiY0tPTPR7vcDh02223SbqwZMelmu8wxcfH2+kWAADAFbE9MePUqVMlSTt27HDbvn//fp06dUpZWVlKTExUY2Oj5s6dq5ycHJWVlbW0e/jhhyVJ//u//+t2fFNTk7744gt17969JXQBQDNexg591Bj+ZDsQjR07VuPHj9fbb7+t/Px8SVJZWZkWLlyofv36ad68eZIu3EHKy8vTvn37tH379pbjf/CDH+if//mf9bvf/a4lVLlcLi1ZskRlZWV64oknmJ8IAAD4VIfWzMjNzdXw4cO1bNkyLV68WJI0atQozZ49u+Vx1+DBg5WUlKSKigqlpaW5Hb948WKlpqbqlVde0fPPP6/z589r0KBBevnll/WDH/zgCj8SAACAPR0KRGFhYZo2bZqmTZvWZpuYmJhWj9WahYeHa/LkyZo8eXJHvjxM52W0LeMzgdDhdd1CoJOxvDwAADAegQhBzeFgGKYJKLM5qDX8hUAEAACMRyACAADGIxABAADjEYgABCSvbxjx9lHIsHiVDAGCQAQAAIxHIAIAAMYjECHo8eq9GSizASgy/IhABAAAjEcgAgAAxiMQIeh4ffmIN1aAkMHVDF8iEAEAAOMRiAAEPIcYbGsMSg0/IRABAADjEYgAAIDxCEQAAMB4BCIAAartd4ws3j8KGVQSgYJABAAAjEcgQtDjpRQz8KZZ6KPC8CcCEQAAMB6BCAAAGI9ABAAAjEcgQtDxtlwZb6wAIYQLGj5EIAIAAMYjECGoOXgtxQzU2RiUGv5CIAIAAMYjEAEAAOMRiAAEJK+D5xlsGzqoJQIEgQgAABiPQAQAAIxHIELQ400zQ1DnkMe1DH8iEAEAAOMRiAAAgPEIRAAAwHgEIgQhFjMDTGBxQcOHCEQAAMB4BCIENQevpRiBKpuDaxr+QiACAADGIxABAADjEYgABCRvw2kZahs6GDiNQEEgAgAAxiMQIQQwCNMEjLU1AUWG/xCIAACA8QhEAADAeAQiAABgPAIRgo7ldeUO3lgBQoW3ax3obAQiAABgPAIRAAAwHoEIQY2XdM3AK/cArjYCEQAAMF6HApFlWXrrrbc0ceJEZWZmasyYMfrNb36jM2fOdKgTH330kYYOHaqXXnqpQ8cDCEFe1+5gtG2ooJQIFB0KRIsWLdK8efP06KOPKj8/Xxs2bNC+ffuUnZ1tOxSdPXtWTz/9dEe6AQAA0ClsB6Jdu3Zp/fr1mjBhgjIyMiRJCQkJmj9/voqLi5Wbm2vrfL/+9a/lcrnsdgMAAKDT2A5Eq1evliSNGzfObfvIkSPVq1cv5eXlqbS0tF3n2rlzp6qrqzV69Gi73QBaMODWDA6G0Ic8rmX4k61AVFNTo4KCAklSSkqK2z6Hw6GUlBQ1NjZqz549lz3X6dOntXTpUi1YsMBOFwAAADqdrUB0+PBhuVwuRUVFKS4urtX+xMRESdKhQ4cue6758+fr0UcfVUJCgp0uAAAAdDpbgah5wHRsbKzH/T169HBr15YtW7aoqalJDzzwgJ0vDwAAcFVE2GlcXV0tSerSpYvH/c3bKysr2zzHN998o5dfflmvv/66nS8NtOBtbMAMXM/wJVt3iKKioiRJDQ0NHvc3vy3W3O5SlmXpP//zPzVr1iwelQEAgIBhKxD17t1bklRVVeVxf/P2vn37ety/adMmde3aVQ8++KCdLwsAAHBV2XpklpSUpPDwcNXW1qq8vFzx8fFu+5tft09OTvZ4/Pr163XixAkNHTrU4/4VK1ZoxYoV6tevn95//307XYOpeE3XCLxybw5evYe/2ApEsbGxSk1NVUFBgYqKipSent6yz7IsFRYWKiwszG37xfr166eIiNZf8vTp06qsrFTPnj0VFxfH4zQAAOBTtgKRJE2dOlUFBQXasWOHW/DZv3+/Tp06pfvvv1+JiYlqbGzUL3/5S5WVlSk3N1cJCQlav369x3POmzdPb775prKzszVr1qyOfxoAIcPyMnyesbYAOpvtmarHjh2r8ePH6+2331Z+fr4kqaysTAsXLlS/fv00b948SVJRUZHy8vK0b98+bd++vXN7DQAA0Ils3yGSpNzcXA0fPlzLli3T4sWLJUmjRo3S7NmzW8YVDR48WElJSaqoqFBaWlrn9Ri4BGMODEGdQx4lhj91KBCFhYVp2rRpmjZtWpttYmJitGPHjnad79lnn9Wzzz7bka4AAABcMduPzAAAAEINgQgAABiPQAQAAIxHIELwYYEjwBBc6/AdAhEAADAegQgAABiPQISgxhpXhqDMxuCahr8QiAAEJG9DxRhGFjqoJQIFgQgAABiPQAQAAIxHIEIIYMyBCahy6GNdQvgTgQgAABiPQAQAAIxHIAIAAMYjEAEAAOMRiBB0vE1bYjGpCRAyuJzhSwQiAABgPAIRAAAwHoEIQY15S8xAnQ1CreEnBCIAAcnr8BHGloQMi2IiQBCIAACA8QhEAADAeAQiBD3Gl5iBOpuAIsN/CEQAAMB4BCIAAGA8AhEAADAegQgAABiPQISg4219I9Y+AkIHlzN8iUAEAACMRyACAADGIxABCHgO5qcxBpWGvxCIAAQmLwPCWP8qdDDuD4GCQAQAAIxHIELQ4xa7Kah0qGN5FvgTgQgAABiPQAQAAIxHIAIAAMYjEAEAAOMRiAAAgPEIRACAwMQkRfAhAhEAADAegQgAABiPQISg5mAmt5Dl9rDkkjLzJCV0cU3DXwhEAADAeAQiAABgPAIRgh932I3Ak5TQR43hTwQiAABgPAIRAAAwHoEIAAAYj0AEAACMRyACAADGIxAhqFiXmZGPCfuA0MHlDF+K6MhBlmVp27Zt2rhxo6qqquRwOJSenq6ZM2cqLi7usseXlJRo1apVOnbsmI4ePar4+HhlZWXpJz/5ibp3796RLgEAAHRYhwLRokWLtGnTJi1fvlwZGRkqKyvT9OnTtXfvXm3atMlrKPrss8+0ceNG/eIXv1BiYqJcLpc2bNig5557Trt379bmzZsVFRXV4Q8EAABgl+1HZrt27dL69es1YcIEZWRkSJISEhI0f/58FRcXKzc3t81jm5qatHbtWi1atEiJiYmSpIiICD3yyCPKyMhQYWGh3nzzzQ5+FJiIedxC18WPP6lz6Lr0MTiTM8JfbAei1atXS5LGjRvntn3kyJHq1auX8vLyVFpa6vFYh8OhBQsWqGvXrq323XHHHZKkjz/+2G6XAAAAroitQFRTU6OCggJJUkpKits+h8OhlJQUNTY2as+ePR6Pdzgcio+P99yRsAtdcblcdroEyMH9AyNQZRNQZfiPrUB0+PBhuVwuRUVFeRwn1PwY7NChQ7Y7cvz4cUnS8OHDbR8LAABwJWwFojNnzkiSYmNjPe7v0aOHW7v2crlc+sMf/qDu3bvroYcesnUsAADAlbIViKqrqyVJXbp08bi/eXtlZaWtTrz++usqLS3Vk08+qeuuu87WsQAAAFfKViBqfh2+oaHB4/7m8T92XpsvKSnRiy++qEmTJunHP/6xne4AAAB0CluBqHfv3pKkqqoqj/ubt/ft27dd56uoqNBjjz2mu+66S88884ydrgAAAHQaW4EoKSlJ4eHhqq2tVXl5eav9za/bJycnX/ZcdXV1evTRRzVgwAAtXbpU4eHhdroCAADQaWwFotjYWKWmpkqSioqK3PZZlqXCwkKFhYUpPT3d63kaGhr07//+74qLi9OKFSvc5iXKz8/XO++8Y6dbMMjl1iqzWP0ICBmsTQhfsj0x49SpUyVJO3bscNu+f/9+nTp1SllZWUpMTFRjY6Pmzp2rnJwclZWVtbRramrSk08+qaioKC1fvtwtDFVXV+vll19Wv379Ovp5AAAAbLO9ltnYsWM1fvx4vf322/r+97+vzMxMlZWVaeHCherXr5/mzZsn6cIdpLy8PEnS9u3bNX36dEnSggULtGPHDg0YMEDjx493O3dZWZnq6+s1dOjQK/1cAIKdl9sDly73gOBFKREoOrS4a25uroYPH65ly5Zp8eLFkqRRo0Zp9uzZLTNRDx48WElJSaqoqFBaWpokqaCgQL///e8lSX/72988nvvGG29UZGRkR7oFEzGxrREcLHAF4CrrUCAKCwvTtGnTNG3atDbbxMTEtHqsdtttt+nLL7/syJcEAAC4amyPIQICDTcPzMBdotBHieFPBCIAAGA8AhEAADAegQgAABiPQAQAAIxHIAIAAMYjEAEAAOMRiBBULjepLbPeAqGECxq+QyACAADGIxABCEje7g1w3wBAZyMQIag5WMwMCCnMSA5/IRAh6PHj0xAUOuRRYvgTgQgAABiPQAQAAIxHIAIAAMYjEAEAAOMRiAAAgPEIRAAAwHgEIgAAYDwCEYILi5UBxuByhy8RiAAEJG+/DPlFGTosiokAQSACAADGIxAhqLHskRmoszkoNfyFQITgx29LI1BlA3Atw48IRAAAwHgEIgAAYDwCEQAAMB6BCAAAGI9ABAAAjEcgAgAAxiMQAQAA4xGIEFQuN8k/ywAAoYOrGb5EIAIQoLz9OuRXZaigkggUBCIENSa2NYODearNQanhJwQiBD1CkRkcFDrkUWH4E4EIAAAYj0AEAACMRyACAADGIxABAADjEYgAAIDxCEQAAMB4BCIAAGA8AhEAADAegQhB5XJLlbEMQOjwVmuWrAsh1BkBgkAEAACMRyACEPBYtcMclBr+QiBC0OMHKBAaCL7wJwIRAAAwHoEIAAAYj0AEAACMRyACAADGi+jIQZZladu2bdq4caOqqqrkcDiUnp6umTNnKi4u7rLHNzQ0aPPmzdqyZYvq6uoUERGhrKwszZgxQ926detIlwAAADqsQ4Fo0aJF2rRpk5YvX66MjAyVlZVp+vTp2rt3rzZt2uQ1FDU1NWnOnDnavXu31q5dqxEjRqikpEQ5OTk6cOCA1qxZo8jIyA5/IAAAALtsPzLbtWuX1q9frwkTJigjI0OSlJCQoPnz56u4uFi5ublej3/jjTeUn5+v6dOna8SIEZKkIUOGaM6cOTpw4IBWr17dgY8BAADQcbYDUXNgGTdunNv2kSNHqlevXsrLy1NpaWmbx69Zs8bj8ZmZmQoPD9e6detUX19vt1sAAAAdZuuRWU1NjQoKCiRJKSkpbvscDodSUlL04Ycfas+ePXrooYdaHX/06FGdOHFC0dHRGjhwoNu+mJgYDRo0SMXFxTp48KDS0tJsfhTfsCxLb/x/R1R09O/+7oqRLre20V+/qtCvVv3JN53BVVVZc77NfacqaqlziDjxbWWb+xpcjdQ5wPXpFa0pWTcpplsXf3flitkKRIcPH5bL5VJUVJTHcUKJiYmSpEOHDnkMRIWFhS3tHB6mJE1MTFRxcbEOHToUsIGo4C/fatPOv/i7G7jYRf8vVdac16dHTvmxM7haLv6RUX++kTqHqIt/N1iWqHOA+/TIKcVGd1X22GR/d+WK2XpkdubMGUlSbGysx/09evRwa3ep8vJyt3Z2jw8E114TpbAw5pcPBAnx3RUXG6Ubr+9JTUJYdLcuuj4hVgP79FBU13B/dwdXSUR4mIb076nEa7urZywv1gSThLju/u5Cp7B1h6i6ulqS1KWL51tjzdsrKz3fAq2pqbnwRSM8f9nLHR8IBvW9Rsvn3KO/HC/XZZ7e4CrqEh6m24b1VliYQ0n9e+rFx7+nIycq/N0tdLLwMIe+k9RL0d26KLpbFy2bc48KS06riYsvpDgkJQ+KV7/rYiRJLz5+tz478q1cFDrg9b02Wt+5sZe/u9EpbAWiqKgoSRfmEfLE5XK5tWvr+OZ2bR0f6HMRDezTQwP7eL7LBf8Y0r+nhvTv6e9u4Crrd11Myy9NhK7r4rop47sD/N0NGMbWI7PevXtLkqqqqjzub97et29fr8efO3fO6/F9+vSx0y0AAIArYisQJSUlKTw8XLW1tS3jgS7W/Lp9crLnwVVOp1OSdPLkSVkeXhe63PEAAABXg61AFBsbq9TUVElSUVGR2z7LslRYWKiwsDClp6d7PN7pdKpPnz6qrq7WsWPH3PZVV1fr6NGjiomJ0e23326nWwAAAFfE9sSMU6dOlSTt2LHDbfv+/ft16tQpZWVlKTExUY2NjZo7d65ycnJUVlbW0m7KlCkej9+5c6dcLpcmT56srl272v4gAAAAHWU7EI0dO1bjx4/X22+/rfz8fElSWVmZFi5cqH79+mnevHmSLtxBysvL0759+7R9+/aW43NycjRy5Ei9+uqrLZM8lpSUaOnSpRo+fLhmzpzZGZ8LAACg3Tq0uGtubq6GDx+uZcuWafHixZKkUaNGafbs2YqPj5ckDR48WElJSaqoqHCbZDEiIkJr167VypUr9dRTT6mpqUkOh0Pjx4/XrFmzWNgVAAD4nMPyNLo5REycOFFFRUVKSUnR1q1b/d0dAADQDv74/W37kRkAAECoIRABAADjEYgAAIDxCEQAAMB4BCIAAGA8AhEAADBeh+YhChZff/21pAsTP06cONHPvQEAAO1RUlIi6R+/x30hpANRfX29JKmurq7V2msAACCwNf8e94WQDkTx8fEqLy9XZGSk+vfv7+/uAACAdvj6669VX1/fsvqFL4T0TNUAAADtwaBqAABgPAIRAAAwHoEIAAAYj0AEAACMRyACAADGIxABAADjEYgAAIDxCEQAAMB4BCIAAGA8AhEAADAegQgAABiPQAQAAIxHIAIAAMYjEAEAAOMRiAAAgPEIRAAAwHgR/u5AMLEsS9u2bdPGjRtVVVUlh8Oh9PR0zZw5U3Fxcf7uXkjKy8vTypUrW20fNGiQ2/YjR45o+fLl+utf/6rGxkYNGDBAs2bN0q233trq2JqaGr3yyit67733dP78eUVGRupHP/qRJk+erIiI1pfEBx98oFdeeUWnT5+WJN122216/PHH1adPn1Zt/+///k/Lly/X559/rsbGRl133XX66U9/qrvvvvtKvg1B4/z58yooKNBHH32kXbt2KS4uThs3bvTYNhhr1tDQoM2bN2vLli2qq6tTRESEsrKyNGPGDHXr1s3utyug2alldXW1fvSjH6mpqanVvhUrVigpKanlv6ml75WWlmrVqlU6fPiwjh8/rm7duun73/++fvaznyk+Pt6trdHXpYV2e/bZZ63k5GQrPz/fsizLOnnypDVu3DgrKyvLKi8v93PvQtOcOXMsp9PZ6p8nnniipc3Bgwet73znO9acOXOsuro6y+VyWc8995x10003WX/4wx/czldbW2tNmjTJ+qd/+ieruLjYsizL+uSTT6zU1FRr9uzZVmNjo1v7devWWU6n09qwYYNlWZZ19uxZa8qUKdaoUaOsr776yq3t8ePHrTvvvNOaMmWKde7cOcuyLGvDhg2W0+m0Nm3a1Onfm0Dzpz/9yZo4caL105/+1MrMzLScTqeVnZ3tsW0w1qyxsdH62c9+ZqWmploFBQWWZVlWcXGxNWrUKCs7O9uqq6vr4Hcu8NippWVZ1u7duz1ep8nJyW7fF2rpe8eOHbMee+wxq6SkxLKsC589Ly/PSklJsUaPHm39/e9/b2lr+nVJIGqnjz76yHI6ndZTTz3ltn3fvn0et6NzjB492mvYPH/+vHXPPfdYt912m1VZWdmy3eVyWffee691++23W2fPnm3ZvmTJEsvpdFpbt251O89vf/vbVtuLi4utYcOGtfpF8NVXX1lDhw5ttX3SpEnWsGHDWl3c2dnZ1k033WQdP368/R88yH344Ydt/hIN1pq9/vrrltPptF566SW3tlu2bPG4PVR4q2Wz5cuXW+vWrbvsuail7/3Hf/yHx5+h//Vf/2U5nU5r8eLFlmVxXVqWZTGGqJ1Wr14tSRo3bpzb9pEjR6pXr17Ky8tTaWmpP7oWskpLSxUVFeX1ceSOHTv0zTff6O6771ZMTEzL9vDwcI0ZM0bnzp3T66+/LunC7d3NmzcrIiJCY8aMcTtPVlaWJOm///u/W7atWbNGTU1Nuv/++93aXn/99br55pt14MABffrpp5Kkjz/+WJ9++qluueUWXX/99W7t77vvPrlcLq1du7YD34XgFBkZ2ea+YK3ZmjVrJLX+GZCZmanw8HCtW7dO9fX13r8xQchbLZt98sknGjFihNc21NI/fvnLX3r8GXrHHXdIuvC9k7guJQZVt0tNTY0KCgokSSkpKW77HA6HUlJS1NjYqD179vijeyHrk08+Uc+ePfXJJ5+0PHO+1EcffSSpdV0kafjw4W5tCgoKVF1drcGDB6t79+5ubZu3HT9+XCdOnJAk7dq1q93nttMP0wVjzY4ePaoTJ04oOjpaAwcOdGsbExOjQYMGqaqqSgcPHrzcxw85LpdLf/7zn/Xtt9+qpKTE4zgiiVr6y6VjhJqFhV349e9yuSRxXUoEonY5fPiwXC5Xm3crEhMTJUmHDh3ydddCWkFBgQoKCjR58mSNGjVK9913n1555RVVVVW1tCksLJT0jxpc7NK6eGvrcDjUu3dvSdLnn3+usrIynTp1SpI8Dvizc+7mbaWlpfr2228v+7lDXTDW7OK2Dofjsuc2yRdffKGamhrNnDlTWVlZuvPOOzV37lwdOXLErR21DCzHjx+X9I+QwXVJIGqXM2fOSJJiY2M97u/Ro4dbO3SO1NRUPfjgg7rnnnuUkJCgo0eP6oUXXtCkSZNUVlYmSSovL5f0jxpcrHnb+fPnVVVV5bWtJF1zzTWSLtSxua3kue6X1tzbuZvPe3F7kwVjzS7XD5N/BsTExGjSpEkaM2aMbrrpJlVVVSkvL08TJ07UO++809KOWgaWd999V2FhYcrOzpbEdSnx2n27VFdXS5K6dOnicX/z9srKSp/1yQQPPPCAHnjggZb/3rt3rxYsWKDi4mI9//zzWrJkiWpqaiTJ4yueXbt2bfn3qqoqr20l9zo21/zi7W21leT13Bcfz/8j3r9XgVozO/0wzeDBg/XrX/+65b/Lysq0dOlSvfXWW3r66aeVlpamnj17UssA8v777+uzzz7Tv/3bv2nYsGGSuC4l7hC1S1RUlKQLcx140vwMtrkdro60tDStX79e3bt3V35+vizLahnw2VyDi11cr6ioqJb6eGp78fZu3bq51dJT3S+tubdzX7wt1OY36YhgrJmdfpguISFBixcvVmZmpqqqqrR7925J3r/fF2+nllfX6dOn9cwzz+h73/uefv7zn7ds57okELVL8/PQi8euXKx5e9++fX3WJ1MlJCTo3nvvVX19vcrLy1tqc+7cuVZtm+vSvXt3XXPNNV7bXty+T58+LW0lz39dXFrz9vSj+dymC8aa2ekHLnj44YclqeXtW2rpf+fPn9esWbPUt29fLV++XOHh4S37uC4JRO2SlJSk8PBw1dbWuj0PbdZ8wScnJ/u6a0bq27evHA6HYmNjNXToUEnyOOVB87Zhw4bJ4XDI6XS22dayLLc69u7du2UA/TfffOP13JK8nrv5+ISEhDbf+DBJMNasue3JkydlWVab5+ZnwD80/xJqHvdBLf2rqalJv/jFL1RfX69XXnml1dthXJcEonaJjY1VamqqJKmoqMhtn2VZKiwsVFhYmNLT0/3QO/OUl5fL6XSqa9euLd/zS+si/eNthdGjR0u6MGdUVFSUjh075vZcW1LLtoEDB2rAgAGSZOvc3/ve9y7b9p577rH3QUNUMNbM6XSqT58+qq6u1rFjx9zaVldX6+jRo4qJidHtt99+uY9vjOY/HpvfYqKW/vXMM8/o5MmTWr9+vdvg5M8//1yvvfYa16UIRO02depUSRcmr7rY/v37derUKWVlZXl8TRAdU1dXpy+++KLV9nPnzumDDz7QjBkzJEn333+/4uPj9eGHH7rdTnW5XHrnnXcUHR2thx56SJIUHR2tH/7wh3K5XHr33Xfdzrt9+3ZJ0iOPPNKybcqUKXI4HK1q/tVXX+nzzz9XampqS1C+88475XQ6dejQoZa5Ny4+d3h4eMv/QyZobGyU5PnZfrDWbMqUKZJa/wzYuXOnXC6XJk+e7Db4NFR4q6Ukffnllx6HE+Tl5emuu+7STTfdJIla+tPzzz+vkpISrV271u1Nr4aGBq1YsUIJCQlclxJrmdnxxBNPWMnJyda7775rWdaFtcyysrJarQeDK/fiiy9aTqfT+uEPf2i999571l//+lfrvffesx588EHrxRdfdGv7xz/+0UpJSXFbf2fx4sVWcnKytWPHDre2lZWV1n333WeNGjWqZf2djz/+2EpNTbV+8pOfWE1NTR778dprr1mWdWH9nezsbGvkyJEtawM1Kyoqsm699VYrOzu7Zf2d1157zXI6ndaaNWs69fsTyCorK60nnnjCcjqd1i233GIdOHCgVZtgrFlDQ4OVnZ1tpaamWp988ollWf9YM2nixIkhtf5Vs8vV8tixY5bT6bTuuOMOa9WqVdZf/vIX6+DBg9YzzzxjPfDAA61+LlJL31u1apXldDqt0aNHW2PGjHH75/bbb7ecTmfLUhimX5cOy/Lw4A0eNTU1acOGDXrjjTdUV1cnSRo1apRmz57N2JBOVlBQoAULFuj48eMKCwvTddddpzvuuEOTJk3SLbfc0qr9wYMH9fLLL6ukpEQOh0P9+/fXY489prS0tFZtz507p9/+9rd6//335XA4FBERoQcffFAzZszw+Prmtm3btGHDBlVUVMiyLN166636+c9/rhtuuKFV2+LiYi1fvlx//vOfFRYWpvj4eM2YMUNjx47tnG9MADty5IgeeeQRnTlzptXdhJiYGGVmZmrRokUt24KxZufPn9fKlSu1fft2NTU1yeFwKCMjQ7NmzWo1JiOYtbeWtbW1evLJJ7V3717V1taqZ8+eGjp0qMaMGaOJEyd6rA219J2ysrKWR1BtiY6OVkFBQcvEhiZflwQiAABgPMYQAQAA4xGIAACA8QhEAADAeAQiAABgPAIRAAAwHoEIAAAYj0AEAACMRyACAADGIxABAADjEYgAAIDxCEQAAMB4BCIAAGA8AhEAADDe/w/en741LVp32AAAAABJRU5ErkJggg==", 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" ] @@ -562,7 +567,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -572,33 +577,229 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "noisy_X = 25 * noise + X_mrw_diff" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(6, 3), layout='constrained')\n", + "plt.plot(noisy_X, c='C3')\n", + "plt.gca().set(xlabel='Time $t$', ylabel='Signal', xticks=[], yticks=[], title='Noisy simulation',\n", + " xlim=(0, X_diff.shape[0]))\n", + "sns.despine()\n", + "plt.savefig(figure_folder / 'noisy.png', dpi=600)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(6, 3), layout='constrained')\n", + "plt.plot(X_mrw_diff, c='C0')\n", + "plt.gca().set(xlabel='Time $t$', ylabel='Signal', xticks=[], yticks=[], title='Original simulation',\n", + " xlim=(0, X_diff.shape[0]))\n", + "sns.despine()\n", + "plt.savefig(figure_folder / 'original.png', dpi=600)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "WT = wavelet_analysis(noisy_X, p_exp=2, j1=8, j2_reg=13, gamint=1)\n", + "WT_orig = wavelet_analysis(X_mrw_diff, p_exp=2, j1=8, j2_reg=13, gamint=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "noisy_X = 15 * noise + X_diff" + "lwt = mf_analysis([WT.wt_leaders], scaling_ranges=[(8, 13)], n_cumul=2)[0]\n", + "lwt_orig = mf_analysis([WT_orig.wt_leaders], scaling_ranges=[(8, 13)], n_cumul=2)[0]" ] }, { "cell_type": "code", - "execution_count": 119, + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "sns.set_context('talk')\n", + "mpl.rcParams['figure.dpi'] = 600" + ] + }, + { + "cell_type": "code", + "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[Text(0.5, 1.0, 'Original simulation')]" ] }, - "execution_count": 119, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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aqH5Gjx4dy5YtSxTbtWvXaNq0adZyz5s3Ly666KIoKytb62eHHnpoDBw4MDp27Ji1fAAAAAAAkClD/gAAAACQA+Xl5YljBw4cmMNK1nbIIYes9VlpaWml1rAxp512Wpxxxhl5yb3XXnulvea7777LQSVQ/QwdOjRx7O677561vCtWrIh+/frFzJkzUz6vU6dOXHXVVXH77bdHo0aNspYPAAAAAAAqwpA/AAAAAORAvXr1Esf+4x//iMmTJ+ewmlT77rtvFBUVpXxWaCf5N2nSJG+5d9lll7TXzJgxIweVQPWTzpB/nz59spKzpKQkzj333Bg9enTK561atYpHHnkkfvnLX2YlDwAAAAAAZIshfwAAAADIgebNmyeOLSkpiSuuuCJWrVqVu4L+Q+vWraNz584pnxXakH8+de/ePWrVSu/W6axZs6KsrCxHFUH1sHTp0vjss88SxdarVy969uxZ4ZwlJSXRv3//eP/991M+79y5cwwcODB22223CucAAAAAAIBsM+QPAAAAADnQtm3btOI///zzOOeccypt0L93794p/9uQ//8pLi6OTTfdNK01paWlMXfu3BxVBNXDRx99lPifNT179kzrjSjrsmLFiujXr18MGTIk5fOf/exn8eSTT6b9z2kAAAAAAKgshvwBAAAAIAc6dOiQ9pr3338/+vXrF0uWLMlBRan+e8i/tLQ05zmrki222CLtNYb8YcM+/PDDxLF9+vSpUK5FixbFGWecsdYJ/uecc07cdddd0aBBgwrtDwAAAAAAuWTIHwAAAAByYMcdd8xo3QcffBDHHntsjBs3LssVpdpvv/1i4sSJP/719ttv5zRfVZPJkP/y5ctzUAlUHx988EHi2IoM+c+cOTNOPvnk+PTTT3/8rF69enH77bfH+eefH0VFRRnvDQAAAAAAlcGQPwAAAADkwB577JHxIOm0adPiF7/4Rdx///2xZs2aLFdGEpkM+a9cuTIHlUD1MHPmzPjyyy8TxTZt2jS6du2aUZ4JEybEL37xi5g8efKPn7Vq1SoGDBgQhx56aEZ7AgAAAABAZTPkDwAAAAA5sNlmm8VOO+2U8frS0tL4y1/+EieccEJMmDAhi5WRRLt27dJeY8gf1i+dU/x79+4dtWvXTjvHkCFD4sQTT4xZs2b9+Nl2220XTz/9dOy8885p7wcAAAAAAPliyB8AAAAAcuSEE06o8B5jxoyJY445Jm666aZYunRpFqoiiaZNm6a9Zvny5TmoBKqHoUOHJo7t06dP2vs//PDD0a9fv5T/H/bp0yeeeuqpjL60AwAAAAAA+WTIHwAAAABy5Oc//3lWhktXr14djzzySPTt2zeeeeaZKCsry0J1bEj9+vXTXrN69eocVAJVX3l5eXz00UeJ49MZ8i8pKYkrr7wybr755pR/Nh577LHxwAMPRJMmTdKqFQAAAAAACoEhfwAAAADIkeLi4rj00kuztt+cOXPimmuuiSOPPDLefffdrO3L2jIZ8gfWbeLEiTF37txEsW3atIltt902Uezs2bPj1FNPjUGDBqV8ft5558WNN94YderUSbtWAAAAAAAoBIb8AQAAACCH+vbtG4ceemhW95w4cWKcddZZcdppp8WoUaOyujffa9CgQb5LgGpj6NChiWOTnuI/cuTIOProo1P+GVi3bt247bbb4ne/+126JQIAAAAAQEEx5A8AAAAAOXbDDTdE165ds77vxx9/HMcff3ycffbZMX78+KzvX5M5yR+yJ9tD/k888USceuqpMWfOnB8/a9q0aTz44INx+OGHZ1QjAAAAAAAUEkP+AAAAAJBjjRo1iv/93/+N7bffPif7DxkyJI466qi49NJLY/r06TnJUdM4yR+yo6SkJEaMGJE4fkND/itXrozLL788rr/++igtLf3x87Zt28YTTzwRvXv3rlCtAAAAAABQKAz5AwAAAEAl2GSTTWLAgAGx44475mT/8vLyePHFF6Nv375x++23x9KlS3OSp6YoKirKdwlQLYwcOTJWrFiRKLZDhw7Rpk2bdf7sq6++il/84hfx/PPPp3zeuXPneOqpp3L2JSoAAAAAAMgHQ/4AAAAAUElatmwZjz32WBx88ME5y1FSUhL/+7//G3379l1rGBagsg0dOjRx7PpO8X/ttdfi6KOPjokTJ6Z83qtXr3j88cfX+8UAAAAAAACoqgz5AwAAAEAlql+/ftx5551x+eWXR506dXKWZ86cOXH55ZfHySefHJMnT85ZHoANqciQf2lpadx4441x3nnnrfPtJE2aNInGjRtXuEYAAAAAACg0hvwBAAAAIA/OOOOMeOKJJ6J9+/Y5zTNixIg46qij4u67746SkpKc5gL4T4sWLYqxY8cmiq1du3b07t37x/89ffr0OPnkk2PAgAHrXfP222/Ht99+W+E6AQAAAACg0BjyBwAAAIA82WmnneL555+Pk08+OYqKinKWp7S0NP7+97/HMcccExMmTMhZHoD/9NFHH8WaNWsSxXbt2jWaNGkSEd8P7x999NExevToDa4pKyuLJ554osJ1AgAAAABAoTHkDwAAAAB51LBhw/jDH/4Qjz/+eHTo0CGnuSZNmhTHHntsPPzwwznNAxARMXTo0MSxu+++e6xevTpuvfXW6NevXyxcuDDRumeffTZWrlyZYYUAAAAAAFCYDPkDAAAAQAHYdddd44UXXohLLrkkGjZsmLM8paWlcfPNN8dvf/vbWLx4cc7yAKQz5L/NNtvEqaeeGg8++GCUl5cnXrdw4cL417/+lUl5AAAAAABQsAz5AwAAAECBqFu3bpx11lnx2muvxdFHHx21auXu9t3bb78dxx13XEyZMiVnOYCa69tvv42vv/46cfwNN9wQn376aUa5Hn/88YzWAQAAAABAoTLkDwAAAAAFpnXr1nHTTTfFc889F3vvvXfO8kybNi1OOOGE+Pjjj3OWA6iZ0jnFPyJi2bJlKf+7devWiddOmDAhRowYkVY+AAAAAAAoZIb8AQAAAKBAderUKe6///74xz/+EbvttltOcixevDh+/etfx3vvvZeT/YGaKd0h/x/UqlUrLrzwwvjHP/4RRUVFidc99thjGeUDAAAAAIBCZMgfAAAAAArcrrvuGo8//ng88sgj0bNnz6zvX1JSEueee26MHj0663sDNU95eXl89NFHaa9r1qxZ3HffffHb3/42ttpqq9h1110Tr/33v/8dM2fOTDsnAAAAAAAUIkP+AAAAAFBF9OnTJ5588sm4//77o1OnTlnde+XKlXHeeefF/Pnzs7ovUPOMGzcuFixYkNaaHXbYIQYOHBh77733j58dddRRidevXr06nnzyybRyAgAAAABAoTLkDwAAAABVzN577x3PPfdc3HrrrdG2bdus7Ttz5sy4+eabs7YfUDN98MEHacUfcsgh8c9//jO22mqrlM/79u0bDRs2TLzP008/HSUlJWnlBgAAAACAQmTIHwAAAACqoFq1asURRxwRgwcPjnPOOSfq1auXlX1feOGFGD16dFb2AmqmDz/8MHHsscceG3fcccc6h/kbNWoUP/vZzxLvNX/+/Bg8eHDieAAAAAAAKFSG/AEAAACgCmvQoEGcf/758dJLL0Xv3r2zsud9992XlX2AmmfVqlXxySefJI4/7LDDNvjzY445Jq38jz/+eFrxAAAAAABQiAz5AwAAAEA1sNVWW8Wjjz4a1157bYVP9X/77bdjzpw5WaoMqEk++f/au9cgLcv6D+C/ZTmsuBAHwZCDB0YhtqBBPLAWVM7kIUeUSUQCJx0tNWXKTLJJrCxNR5jyNFAwFdMggTkeOgiNEQbuMhopKAoJclJGYF3OD3tg+b9w9O+Bw3M/ez+7t/r5zPBid6/fdX1Zdnn1va/7P/+Jurq6vNaWlZXF0KFDD7vmtNNOi5NOOinv81esWBH//e9/814PAAAAAABZpOQPAAAAACl77bXXYsCAAe/+Oeecc1rk3JKSkhg3blzMnTs3+vbtW/A+TU1NsWDBghSTAZ8US5YsyXvtsGHDon379kdcN3bs2EQZ/vCHPyRaDwAAAAAAWaPkDwAAAAApa9u27fs+XrduXdTU1LTY+QMHDow5c+ZERUVFwXssXbo0xUTAJ0VVVVXeaysrK/Nad/HFF0dZWVne+/7jH/+IN954I+/1AAAAAACQNUr+AAAAAJCyD5b8IyKWLVvWohmOOeaYmDFjRpxwwgkFzT///POp5oFPggMHDrR2hFZVW1sbK1euzHv9WWedlde6zp07x/nnn5/3vo2NjW7zBwAAAADgI03JHwAAAABSVlpa+qHPLV68uMVzdOvWLX79619Hu3btEs+++eabkcvlipAKPr7279/f2hFaVVVVVd4POnTv3j0GDBiQ996XXXZZoizz5s2LnTt3JpoBAAAAAICsUPIHAAAAgJQd7Cb/1ij5R0QMHDgwxo4dW9Ds5s2bU04DH291dXWtHaFVPfPMM3mvHT58eJSUlOS9fvDgwTF48OC81+/Zsydmz56d93oAAAAAAMgSJX8AAAAASNnBSv6bNm2K//3vf62QJmLChAkFze3ZsyflJPDx9kl/+0WSkn9lZWXi/a+44opE62fNmhX79u1LfA4AAAAAALQ2JX8AAAAASNnBSv4REX//+99bOMnbjj/++Ojfv3/iuU/6reSk68CBA0Vdn7bS0tLEM9u3b08/yEfE+vXr4/XXX897fSEl/3POOSd69+6d9/qampqYM2dO4nMAAAAAAKC1KfkDAAAAQMoOVfL/61//2sJJ/t+QIUMSz5SXlxchCZ9UjY2NidY3NDQUKUl+DvV7fDg1NTVFSPLRkOQW/xNPPDF69eqV+IzS0tIYP358opkZM2akcpt/az90AgAAAADAJ4uSPwAAAACk7FDl4HXr1sXSpUtbOM3bjj/++MQznTt3LkISPqmSlvbr6+uLlCQ/HTp0SDyzefPmIiT5aEhS8i/kFv93jBkzJtEDSFu3bo2HHnqo4PMiIp577rkYN25cojcVAAAAAABAcyj5AwAAAEDK2rRpEyUlJQf92uzZs1s4zds6deqUeEbJP5n9+/e3+JlNTU2J1rfmbeS5XC7R+r1797Zq3kJ+/tetW9fsc+vq6j5yt8Y3NTUleoCpOSX/8vLyGDt2bKKZ6dOnx+7duws6r6mpKe64445YtmxZjBo1KjZs2FDQPgAAAAAAkISSPwAAAAAUwaFu81+wYEGsXbu2hdMcOs+hHHvssYluyz6cQgrLrVGYf6/GxsbEM3v37i1CksNLmrOQv1datm/fnmh9Q0ND1NbWFidMHrp27Zp4ZtWqVYkfvHiv+vr6uO666+K73/1u7Nu3r+B9WtqLL74YO3bsyGtt27Zt48wzz2zWeVdeeWUcddRRea+vra2NGTNmFHTWn//853jppZciIqJfv37Rt2/fgvYBAAAAAIAklPwBAAAAoAgOVapvamqKBx54oIXTRNTU1CRaP2TIkNTOrq+vTzzTmmX0iMIyt0bJv66uLtH61iyOJy35R0Rs2bIl/SB56tixY3zqU59KNLNnz553C+FJNTY2xk033RSLFy+OJ598MiZMmBBbt24taK+W9swzz+S99nOf+1yzHyDq3r17XHrppYlmfve738XmzZsTzezYsSOmTp367se33HLLId/SAgAAAAAAaVLyBwAAAIAiKC0tPeTX/vKXv8Rzzz3XgmkicVl48ODBqZ29c+fOFplJUyHnJy0Qp2HXrl2J1rfW93X//v0FfX9Wr15dhDT569OnT+KZv/3tb4ln6uvr48Ybb4z58+e/+7nly5fHvHnzEu/VGpYsWZL32srKylTOvOqqq6JDhw55r9+3b1/ceeedic6YMmVKvPXWWxERce6558Zpp52WaB4AAAAAAAql5A8AAAAARXCom/zfceutt0Yul2uhNBHV1dV5ry0pKYlzzz03tbMLuY38nWJtaynkBvm1a9cWIcnhJX1Dw7Zt24qU5PA2bNgQDQ0NiecKvRU/LQMGDEg8M3v27NiwYUPe63fv3h3XXHPN+wr+EREVFRVx9dVXJz6/peVyuXj++efzXp9Wyb9Hjx4xZsyYRDPz58+PhQsX5rX2ueeei7lz50ZERFlZWUyaNClxRgAAAAAAKJSSPwAAAAAUwZFK/mvXro2f/OQnLZLl1VdfTVRA/8IXvhB9+/ZN7fw1a9Ykntm0aVNq5xeikML+yy+/HPX19UVIc3BvvfVW4gdF6urqCnroormWLVtW0Fy+hexi+exnP5t4Zt++fXHDDTfEG2+8ccS1K1asiEsuueRDN+F37NgxpkyZEu3atUt8fkt79tln8/6579ixYwwZMiS1s7/97W/HUUcdlWhm8uTJUVtbe9g1O3fujJtvvjkOHDgQERHXXXddHHfccQXnBAAAAACApJT8AQAAAKAIjlTyj4h49NFHY+rUqUXPcs899yRaf/nll6d6/rPPPpt45tVXX23RwvwHJbmZ/B27d++Oqqqq9MMcwiuvvFLQ3MqVK1NOcmT//Oc/C5pbv359i35PP+jMM88saO6VV16Jiy++OO6+++5Yvnx51NTURGNjY+zatSteffXVePTRR+Oaa66JMWPGHPSBkttvvz1OPPHE5sZvEUn+fU4//fRUH1zo0aNH4v+vtmzZEpMmTYqmpqaDfr2hoSG+973vxeuvvx4REf37948rr7yy2VkBAAAAACAJJX8AAAAAKILS0tK81k2fPj1uu+22aGxsLEqOuXPnJroN/bzzzosRI0akdn4ul4sFCxYknmtoaIinn346tRxJbNmyJaqrqwuanTVrVsppDq3Q4vxTTz2VcpLDW7NmTbNu5L/jjjti7969KSbKX//+/aNfv34FzW7fvj1mzpwZl1xySVRWVkZFRUUMGzYsvva1r8WkSZNi4cKFBy2ajxs3Li644ILmRm8xH3wLweFUVlamfv63vvWt6NatW6KZRYsWxe233/7uTf3vyOVyMXHixFi8eHFERJSUlMTtt9/+kXijAgAAAAAAHy9K/gAAAABQBElKoXPmzIkxY8bEqlWrUs0wbdq0mDx5ct7ru3btGrfeemuqGR588MGora0taHbq1KktXu5ubGyMyZMnR0NDQ0HzixcvjsceeyzlVB+2du3amDdvXkGzjzzySOo/a4eyc+fO+P73vx/79+8veI/Vq1fH9ddfHzt27EgxWf5GjRrVYmcNHTo0fvSjH7XYec1VU1MTq1evznv9WWedlXqG8vLymDhxYuK52bNnx8SJE2Pjxo2xZ8+emD9/fowePfp9D8+MHz8+Tj311DTjAgAAAABAXkoOfPCqGgAAAACg2c4///xYs2ZNopk2bdrEqFGj4pvf/GYMHDiw4LOrq6tj6tSp8cILL+Q907Fjx/j9738fQ4YMKfjc96qpqYn7778/Zs+e3ax9Kioq4he/+EV85jOfSSXX4WzcuDFuu+22RDeTH0zbtm3j2muvjSuuuCKOPvrolNL9v6VLl8YPfvCDePPNNwveo1u3bvHLX/4yRo4cmWKy91uyZEn8/Oc/j7Vr16ayX8+ePePaa6+NCy+8MMrLy1PZMx81NTVx9tlnRy6XK+o5vXv3jocffjjxrfSt6Yknnoibbropr7U9e/aMf//730XJ0dTUFF//+tfjpZdeSm3PE088MR599NEoKytLbU8AAAAAAMiXkj8AAAAAFMGFF17YrNvSKyoq4stf/nKcfvrpMWjQoOjUqdMh1+7evTtWrVoVS5YsiSeffDLxwwVlZWUxbdq0GD58eKK5AwcORF1dXeRyudixY0ds3Lgx1qxZE1VVVVFdXR379u1LtN+hlJSUxOc///morKyMAQMGRN++faN79+7RqVOnaNeuXaK3Juzfvz/q6+sjl8vFtm3bYvPmzbFq1aqorq6O6urqZt04/0Hl5eUxcuTIGDZsWJx88snRq1ev6NKlS5SVlUXbtm0PO9vY2BgNDQ2xZ8+e2LZtW2zatClefvnl+Ne//hUvvvhiahlPOeWUGDlyZAwaNCj69esX3bt3j86dO0e7du2iffv2R8zY2NgYuVwuamtro6amJl577bV45ZVXYvHixbF+/frUcr5Xhw4dYvDgwTF48OA44YQTom/fvtGtW7fo0qVLHH300dG+ffto27ZttGmT3ots77333njggQdS2++DunXrFn/84x+jf//+RTujGG655ZZ45JFH8lp70UUXxV133VW0LCtWrIhLL700ld/h9u3bx5w5c6KioiKFZAAAAAAAkJySPwAAAAAUwejRo1O9Vbpr167x6U9/Oo4++ujo0KFD1NXVxe7du2PHjh2xefPmgvft06dP3HfffTFo0KDEs/fdd1/cf//9BZ+dluuvvz5uuOGGI67btGlTnH322S2Q6MjuvPPOGD169EG/tnTp0rj88stbONGHHe77mpWMh/PUU09Fnz59Utmrvr4+xo4dm+rv9DuOOeaYmDlzZrPe3tFavvSlL+X9/89dd90VF110UVHz3HPPPfHb3/622fv89Kc/jbFjx6aQCAAAAAAACnP466IAAAAAgIIc6ab2pGpra6O2tjbVPc8555z42c9+Fl26dEl1X/i4ad++fUyfPj3Gjx8f69atS23fU045JR588MHo27dvanu2lDVr1iR6wKiysrKIad42ceLEqKqqatbbLr7xjW8o+AMAAAAA0OrSe18xAAAAAPCu0tLSD32uTZs28atf/SruvvvuOOOMM6KkpKQVkkUMHDgwZs2aFffee6+CP+SpR48e8ac//SlGjhzZ7L1KS0tjwoQJ8fDDD38kC/4REVVVVXmvPfnkk6Nnz55FTPO29u3bx/333x89evQoaH7UqFHx4x//OOVUAAAAAACQnJv8AQAAAKAIDnaT/4033hjnnXdeRLxdJt24cWM89thj8fjjj8f69euLnucrX/lKXHbZZTF8+PBWe8AAPsq6dOkSv/nNb2L+/Pkxbdq0WLlyZaL5du3axdlnnx3XXXddDBgwoEgpW8aSJUvyXtsSt/i/o1evXjFz5sy46qqrYsuWLXnPfec734mJEycWMRkAAAAAAOSv5MCBAwdaOwQAAAAAfNxcccUV8cwzz7z78QUXXBBTpkw55Prnn38+nnjiiVi4cGG8/vrrqWTo2rVrVFZWxogRI2LEiBHRrVu3VPYF3rZq1apYtGhRvPDCC7Fu3brYsmVL5HK5aGpqirKysujUqVP06dMnTjrppDj11FPji1/8YnTv3r21Y6diyZIlkcvl8lo7aNCgOO6444qc6P3efPPNuPnmm6O6uvqw6wYNGhQ//OEP44wzzmihZAAAAAAAcGRK/gAAAABQBFdffXU8/fTTEfF2ifShhx6KsrKyvGbXrFkTy5cvj9WrV8f69etj69atUVNTE7t27Yr6+vqor6+PNm3aRIcOHaKsrCzKy8vj2GOPjV69ekXv3r1j4MCBUVFREX369CnmXxEg8xYtWhSPP/54LFu2LLZt2xYdO3aMnj17xtChQ+OrX/1qDB8+PNq0adPaMQEAAAAA4H2U/AEAAAAAAAAAAAAAICNcTwMAAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABmh5A8AAAAAAAAAAAAAABm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"text/plain": [ - "
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(2, 1, layout='constrained', sharex=True, figsize=(5, 5))\n", + "\n", + "plot_coef(WT.wt_leaders.values, j1=8, j2=13, ax=axes[0])\n", + "plot_coef(WT_orig.wt_leaders.values, j1=8, j2=13, ax=axes[1])\n", + "axes[0].set(xlabel='', title='Noisy simulation')\n", + "axes[1].set(title='Original simulation')" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs.viz import plot_cm" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "def get_palette_from_color(color, as_cmap=True, n_colors=5):\n", + "\n", + " color_rgb = mpl.colors.colorConverter.to_rgb(color)\n", + " colors = [sns.utils.set_hls_values(color_rgb, l=l) # noqa\n", + " for l in np.linspace(1, 0, 12)]\n", + " return sns.blend_palette(colors, as_cmap=as_cmap, n_colors=n_colors)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "C1_color = get_palette_from_color('C0')(.4)\n", + "C2_color = get_palette_from_color('C1')(.4)\n", + "C_noisy_color = get_palette_from_color('C3')(.45)\n", + "\n", + "c1_color = get_palette_from_color('C0')(.6)\n", + "c2_color = get_palette_from_color('C1')(.6)\n", + "c_noisy_color = get_palette_from_color('C3')(.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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jj4/rr78+br/99kbPh9bntttui1133TU23XTTJmUqduZpAAAA+Ibee3FybgOgNOi9F4beO0Dx0nsvbmZZgMbp5H1H7z2Z9N6BYuY4q/tezMzUALhiCABQBqZPnx5//OMf63yuR48ecd9998Wf/vSnrJboV1555bjkkkvimmuuidatW2f0GgsXLoxrrrkma5mKkZM3AKUhqZ/n/fr1K3SEnJk8eXKcf/75UVtb2+ja6urquOyyy6Kqqipr+992223jpz/9aUprX3nllbjpppuytm+AUvDf//630BGy7pBDDil0hLxJ6r99zLJAEuy5555x3XXXxfDhw+Ohhx6Kiy66KI444ojYaqutolu3bg0WDiMi2rVrF1dccUW0atUqT4lz78ILL4wvv/wypbWnnnpqbLDBBlnbd9u2beOyyy5LqZReU1MTZ5xxRixcuDBr+0+qefPmxdlnnx2LFi1qdG1FRUX86U9/ivbt22dt/3369InTTz89pbVjx46t9/oHUF4cY7+xcOHCGDRoUJ0F+86dO8fNN98c11xzTZNL/d/Xtm3b+PWvfx133313dO7cOaPXqK2tjb/85S9Zy1SskjpPl/K1BAAAAJJH7714JfXchq4AQHqS+nleyueq9d4Bipvee3FL6r99zLJAEujkrUjvPXn03oFi5Tj7Dd334pbUmbqUrycAJE2LQgcAACD3/vznP8fs2bNXeHzLLbeMa665Jjp06JCzfe++++6xyiqrxAknnBBff/112ts/9thjccIJJ0SvXr1ykC7Zpk2bFp9//vkKj++1115x5ZVX5j8QABkbMWLECo917ty5JIuLSXHeeefFrFmzUlp72mmnRY8ePbKe4YwzzoinnnoqJk6c2Oja6667LnbeeeesXlADKGavvfZag89vttlmseOOO0a/fv1i9dVXj06dOkV1dXVWv6iVjhkzZkT//v3rLcB16NAhdt555zynKgyzLEDDTjnllCa/RseOHWOHHXaIYcOGZSFRYT322GPxxBNPpLS2V69eccIJJ2Q9w/rrrx9HH3103HHHHY2uHTt2bFxzzTVxzjnnZD1Hklx66aXxxRdfpLT2Jz/5SWy++eZZzzBw4MB47LHH4t1332107QMPPBC777577LDDDlnPARQPx9hv3HLLLTF+/PgVHu/Vq1fcdNNNsdpqq+Vs35tvvnn8/e9/j2OPPTYmTJiQ9vYjRoyIF154Ifr375+DdMm3dOnSGDVq1AqPb7jhhvHAAw/kPxAAAAAUiN57cdIVACgdeu/5p/cOUNz03ouXWRagYTp5y9N7Tya9d6BYOc5+Q/e9eOm+AxAR0azQAQAAyK0xY8bEww8/vMLj22yzTdxyyy05LfZ/a8MNN4zrr78+WrZsmfa2y5YtS+miSimqqwga8U2JBYDiMWPGjPj0009XeNznee48/vjj8fLLL6e0tmvXrnHMMcfkJEebNm3itNNOS2nt4sWL44ILLqjzV6QBys2sWbPigw8+qPO5VVddNYYMGRL33ntvnHTSSbHddtvFWmutFSuttFLBiv0REffff3+9xf6IiP3337+g+fLJLAuQHxtttFGhIzTZnDlz4tJLL015/RlnnBGVlZU5yXLqqadGmzZtUlp7++23x5gxY3KSIwneeuutlMuD1dXV8atf/SonOZo1axZnn312yuv/7//+L2pqanKSBSgvxXyMnTZtWtx6660rPN67d++48847c1rq/9aaa64Zt956a8bXoG+77bbsBioi77//fp3HMvM0AAAA5UTvvXjpCgCUBr33/NN7Byhueu/FzSwLkB/F3Mn7lt57Mum9AxT3cVb3vbjpvgMQ4ab2AAAl79prr43a2trlHuvTp09ce+21UV1dnbccm2++efz617/OaNunnnqqwZJEqVKIACgNb775Zp2P+zzPjZqamrTKISeeeGJGX0BM1YEHHhjdu3dPae3o0aPjn//8Z86yABSL119/vc4vO6288soxZMiQ2GKLLQqQqn5Lly6Nv//97w2uGTBgQJ7SFJ5ZFiA/8lHMy7Wrrroqpk2bltLa9dZbL3bZZZecZWnfvn0cffTRKa1dsmRJXHzxxTnLUki1tbVx0UUXrXBNoT6HH354rLzyyjnL8+Mf/zg22WSTlNZOmDAhBg8enLMsQPko5mPsLbfcEvPnz1/usVVWWSVuueWW6NSpU95y9OzZM61ztN83fPjwmDJlSpYTFQfXEgAAAEDvvZjpCgCUBueq80vvHaD46b0XN7MsQH4UcyfvW3rvyaP3DvCNYj7O6r4XN9cTAIhwU3sAgJL28ccfx9NPP73cY+3bt4/rr78+2rZtm/c8P/3pTzMqYcyePTtefPHFHCRKtrfeemuFx9q0aRO9e/cuQBoAMlXfyfhNN900z0nKw1133RVTp05Nae1KK60UP/nJT3Kap7KyMgYOHJjy+iuvvHKFi28A5ebVV1+t8/E//OEPsfrqq+c5TeOeeeaZmDhxYr3Pr7/++tGnT588JiossyxAfrRp06bQEZrkyy+/bPTLcd93/PHH5zDNNwYOHBiVlZUprR0+fHg888wzOU6Uf48//nh88MEHKa1t3rx5HHfccTlOFPGzn/0s5bW33XZbTJ48OYdpgHJQrMfYmTNnrnBsraysjGuvvTa6deuW9zw77bRTHHjggWlvt2zZsvj3v/+d/UBFwLUEAAAAyp3ee3HTFQAoDc5V55feO0Dx03svbmZZgPwo1k7et/Tek0nvHeAbxXqc1X0vfq4nABDhpvYAACVtyJAhK/yy7MUXXxzdu3cvUKKI3/zmNxltV27l/rlz58aYMWNWeHyTTTaJ5s2bFyARAJkaMWLECo+1bt06+vXrV4A0pW3OnDlp/Tr9fvvtF9XV1TlM9I39998/5YLI5MmTY+jQoTlOBJBsdZX7t9tuu9h5550LkKZxQ4YMafD5AQMG5ClJ4ZllAfKnZcuWhY7QJNddd10sXrw4pbUdOnSI3XffPceJIjp37hz9+/dPef3VV1+dwzT5t3Tp0rjmmmtSXr/99tvHKqusksNE39hxxx2jc+fOKa2tqamJW265JceJgFJXrMfYBx98MBYsWLDcY+ecc05ssMEGBUoUcdZZZ0VVVVXa25XbdeFv1VXsX2uttVI+DgIAAECx03svXroCAKVD7z1/9N4BSoPee/EyywLkT7F28r6l9548eu8A3ynW46zue/HTfQcgwk3tAQBK1rx58+KRRx5Z7rF99903dttttwIl+sYGG2wQW265Zdrbvf/++zlIk1yjRo2KpUuXrvC4XyMEKC41NTV1/tL7hhtuGC1atChAotI2dOjQmD17dsrrDz300Bym+U6nTp1ip512Snn94MGDY9GiRTlMBJBcEydOjM8++2yFx88444y8Z0nFxx9/HK+//nq9z7ds2TL23XffPCYqLLMsAKmYPHlyPPbYYymv33///TMqBWYinS/ljRkzJp599tkcpsmv//znP/H555+nvD5fM3VlZWXsv//+Ka9/4IEHYvr06TlMBJA8tbW18fe//325xzbbbLMYOHBggRJ9o1u3brHPPvukvV25XReOiPj000/rPH5tttlmBUgDAAAA+af3Xtx0BQBKg957fum9AxQ/vffiZpYFIBV678mk9w5Q3HTfi5/uOwDfclN7AIAS9dRTT0VNTc3//tyuXbs4//zzC5joOwcddFDa24wdOzaWLFmSgzTJNGLEiDofd/IGoLi8/fbbdR6/fJ5n35IlS+Luu+9Oef0aa6wRffv2zWGi5aXzBcspU6bEo48+msM0AMn16quvrvDYDjvsEBtssEEB0jTunnvuafD53XffPVZaaaU8pSk8sywAqbj77rtj8eLFKa/fY489cphmedttt120bt065fWDBw/OYZr8uv3221Ne26pVq9h+++1zmGZ56czUCxYsiCFDhuQwDUDyvPnmm/Hll1/+788tWrSIiy66KJo1K3w1MJPrwjNmzIhJkyblIE1ymacBAAAod3rvxc25DYDSoPeeP3rvAKVB7724mWUBSIXeezLpvQMUN9334memBuBbhT96AwCQE0888cRyf/7FL34RnTp1KlCa5e20005pn0hauHBhfPHFFzlKlDxvvvnmCo+1aNEiNtpoowKkASBTdX2eRzgZnwvPP/98Whd7dtpppxymWdH2228fzZs3T3n9vffem8M0AMlVV7n/xBNPLECSxs2dOzceeeSRBtcMGDAgT2mSwSwLQGMWL14c//jHP1Je36FDh9hkk01ymGh5VVVVsc0226S8fsSIETFmzJgcJsqPMWPGxNtvv53y+h//+MfRsmXLHCZa3sYbbxwdOnRIef0DDzyQ1hdIAIrdv/71r+X+fOSRR8aPfvSjAqVZ3uabb57WZ/i3Pvroo+yHSbC33nqrzsddSwAAAKBc6L0XN10BgNKg954/eu8ApUHvvbiZZQFojN57Mum9AxQ/3ffip/sOwLfc1B4AoEQdddRRsd1220VFRUV07949jjzyyEJH+p+OHTvG2muvnfZ2X3/9dQ7SJM/ixYtj9OjRKzzer1+/aNWqVQESAZCpun5htnnz5gpuOfDggw+mtX7nnXfOUZK6dezYMa33/b333kurWAFQKl577bXl/rz++uvHlltuWaA0DXv44Ydj3rx59T6/+uqrx9Zbb53HRIVllgUgFc8991zMmDEj5fU77LBDWl+UzoZ0vwx+33335ShJ/qQ7U+f7C/PNmzeP7bffPuX1U6dOjaeeeiqHiQCSZd9994099tgjWrRoEW3atIlTTjml0JH+p3nz5rHhhhumvV25XBf+Vl3XEjp37hxrrbVW/sMAAABAAei9Fy9dAYDSofeeP3rvAKVB7714mWUBSIXeezLpvQMUP9334qf7DsC33NQeAKBE9e/fPwYPHhzDhg2Lv/zlL1FVVVXoSMvp27dv2tvMnj07B0mS57333osFCxas8LhfIwQoLkuWLKmznN2nT59o27ZtARKVrlmzZsVLL72U8vrKysrYeOONcxeoHltssUVa6x955JEcJQFIpk8++SSmTJmy3GMDBw4sUJrG3XvvvQ0+f9BBB0VFRUWe0hSeWRaAVDz66KNprS/El/w233zztNY/+eSTsWjRohylyb2lS5fG448/ntY2hXhfzNQA9dtss83i6quvjmeffTauu+666NSpU6EjLadfv35pb1Mu14UjvvlS2hdffLHC4+ZpAAAAyonee/HSFQAoDXrv+aP3DlAa9N6Lm1kWgFTovSeP3jtAadB9L2667wB8X4tCBwAAILd69OgRPXr0KHSMFay++uppbzN37twcJEmeun6NMMLJG4Bi8/7770dNTc0Kj2+66aYFSFPaXnzxxViyZEnK6/v27RutWrXKYaK6bbLJJmmtf/LJJ+O8886LFi2cwgPKQ8+ePWP06NExZcqUmDJlSkydOjV23nnnQseq0yuvvBKffPJJvc83a9YsDj744DwmKjyzLACNWbRoUbzyyitpbVOIGXrttdeOjh07xsyZM1Na/+0XznfZZZccJ8uNUaNGpfx3jYjo3LlzQa45pDtTv/LKKzFz5szo2LFjjhIBJE+3bt2iW7duhY6xgu7du6e9TblcF44wTwMAAMD36b0XH+c2AEqD3nv+6L0DlAa99+JmlgWgMXrvyaT3DlBadN+Lk5kagO9rVugAAACUp6T9SmKSvPnmm3U+rgwKUFzeeuutOh93Mj77XnjhhbTWp1sIyJaNN944rfXTp0+PN954IzdhABKqZcuWscYaa8Rmm20We+65Z1RVVRU6Up2GDBnS4PM//vGPY7XVVstTmmQwywLQmOHDh9f5Jfj6tG/fPnr27JnDRPVLd34bNmxYboLkQbHM1D/60Y+iXbt2Ka9fvHhxPPPMMzlMBECqXBdumHkaAAAAks/5jfo5twFQGvTe86dYrtHrvQM0Tu+9eJllAWiM3nsyFctMrfcOUNxcG26YmRqA73NTewAACqJ169Zpb9O2bdscJEmW2traOsuga621VnTu3LkAiQDIlF+YzY+lS5fGSy+9lNY2/fr1y1GahnXs2DHtX2ZOt2QBQO5NmDCh0c/nAQMG5ClNMphlAUjF888/n9b6vn37RkVFRW7CNGL99ddPa/2LL74Yy5Yty1Ga3HruuefSWl+ombpZs2bRt2/ftLYxUwMkQybXhdu0aZODJMlUV7G/devWBTvmAgAAACvSe6+brgBA6dB7zw+9dwDyTe99RWZZAFKh955Meu8A5IPue8N03wH4Pje1BwCgIDK50FEOJ3DGjRsXs2bNWuFxRVCA4lNXwW2NNdaIrl27FiBN6Ro5cmR8/fXXaW3Tq1evHKVp3I9+9KO01qdbfgEg9+67775YunRpvc936NAhdt111zwmKjyzLACpSHe+WXfddXMTJAXrrLNOWutnzpwZo0ePzlGa3Jk4cWKMHTs2rW2KaaZ+5ZVXYvHixTlKA0CqXBeu39y5c+PDDz9c4fENN9wwWrRoUYBEAAAAQF2c36ibrgBA6dB7zw+9dwDyTe99RWZZAFKh9548eu8A5Itrw/XTfQfgh9zUHgCAgpg/f37a23Tr1i0HSZJlxIgRdT6uEAFQXD755JOYPn36Co/7PM++l156Ka31zZs3T7ukkU3pFhE+/fTTmDJlSo7SAJCuhQsXxoMPPtjgmv322y+qqqrylCgZzLIANOazzz6L8ePHp7VNIUvkmXyx4PXXX89BktxKd6aOKOyXLtKdqefNmxfvvvtujtIAkKoFCxakvc0qq6ySgyTJM3LkyDpvIGCeBgAAgGTRe6+brgBAadB7zx+9dwDySe+9bmZZABqj955Meu8A5Ivue/103wH4ITe1BwCgINIt91dXV0f37t1zlCY53nzzzTof79y5c8yZMyfPaQDIVH2f56uuumpMnz49amtr85yodI0ePTqt9WussUa0bNkyR2kal0kJor7/ngDIv3/9618xc+bMBtcMGDAgT2mSwywLQGPSnd0i0i9yZ1OPHj2isrIyrW2KcXZL932pqqqKNddcM0dpGmemBihONTU1aW9TyBu05FN9x6muXbvGrFmz8hsGAAAAqJfee910BQBKg957/ui9A5BPeu91M8sC0Bi992TSewcgX3Tf66f7DsAPtSh0AAAAytO8efPSWt+zZ89o1qz0f5OpvpM3P//5zyPimy85dOnSJbp27Rpdu3aNHj16xNprrx09e/aMtddeO9q1a5fPuADUo77P8xtuuCFuuOGGaNGiRay88sr/+0xfY401Yu211/7fZ3qXLl3ynLh4vf/++2mtX3311XOUJHf7f/PNN2OvvfbKQRoA0nXPPfc0+Hy/fv2ib9++eUqTHGZZABqT7uwWUdj5rbKyMrp16xZffvllytuMHDkyamtro6KiIofJsivd92W11VYr6Hn6TGfqE044IQdpAEhVuteFV1pppbI5R17fPH3hhRfGhRdeGFVVVdGlS5f/zdRrrrnmctcSOnbsmOfEAAAAUJ703uumKwBQGvTe80fvHYB80nuvm1kWgMbovSeT3jsA+aL7Xj/ddwB+yE3tAQAoiK+++iqt9RtvvHFugiTIpEmTYsKECQ2uWbBgQYwfPz7Gjx9f5/NdunSJfv36xYYbbhgbb7xxbLjhhrHSSivlIi4ADWjs19CXLFkSkyZNikmTJtX5fLt27aJXr16x0UYbxUYbbRQbb7xxrLLKKrmIWtQmTJiQ9i/2rrbaarkJk6JVV1017W0yKcEAkH2jRo2Kd999t8E1hxxySJ7SJIdZFoBUvPfee2mtr6ysLHihb7XVVkur3D979uwYP358rLnmmjlMlT2LFy+OsWPHprVN9+7dc5QmNd26dYvmzZvH0qVLU97GTA1QeOleF95kk01ylCRZFi9eHKNHj25wzaJFi2LChAn1zt0dOnSIvn37LnctoVOnTrmICwAAAGVN731FugIApUPvPT/03gHIJ733upllAUiF3nvy6L0DkE+673XTfQegLm5qDwBAQTR24f+Htt122xwlSY4RI0Y0+TWmTp0aL7zwQrzwwgsREVFRURE9e/aMH//4x7HDDjvEVlttFS1btmzyfgCo39SpU+OLL75o0mvMmTMn3nzzzeW+JNCtW7fYcsstY4cddojtt9/er9BG+uWQiMKX+1dZZZVo1qxZLFu2LOVtPvzww6itrY2KioocJgOgMUOGDGnw+aqqqth3333zlCY5zLIANKa2tjY++OCDtLZZbbXVCj4DZfLl7DFjxhRNuX/s2LGxePHitLYp9EzdvHnz6Nq1a0ycODHlbSZNmhSzZs2KDh065C4YAA1yXbhu7777bixYsKBJrzFr1qx49dVX49VXX/3fY6uvvnpss8020b9//9hmm22ibdu2TY0KAAAAZc/5jRXpCgCUBr33/NF7ByCf9N7rZpYFoDF678mk9w5APrk2XDfddwDq4qb2AAAURDq/9FtZWRlbb711DtMkw/cLnNlSW1sb48aNi3HjxsXdd98d1dXVsdVWW8Uuu+wS++yzjxM5ADmQjYJbXSZPnhyPPfZYPPbYY9GsWbPYcMMNo3///nHAAQcU/BfjCyWTcn8m5YxsatGiRXTt2jUmTZqU8jZz586NCRMmxOqrr57DZAA0ZMaMGfHkk082uGa33XaL9u3b5ylRcphlAWjMF198EXPmzElrm0LPbhGZFdk//PDD2H333XOQJvvef//9tLdJyvuSTrk/4pv3ZauttspRIgAak8514YiI7bbbLkdJkiUX83TEN/9/P/DAA/HAAw9EZWVlbLrpprHzzjvHfvvtF507d87JPgEAAKDU6b2vSFcAoDToveeP3jsA+aL3Xj+zLACN0XtPJr13APJJ971uuu8A1KVZoQMAAFB+pkyZEtOmTUt5/Y477lgWF+5zdfLm+xYsWBAvvPBC/P73v4/tttsuBg0alJf9ApSTfHyuLlu2LEaNGhVXXXVV7LrrrvGzn/0snnzyybR/ab7Yffrpp2lvk4QLF5lk+Oyzz7IfBICUDR06tNHj7CGHHJKnNMlilgWgMZ988kna25jdcs/7AkA+LFmyJMaOHZvy+n79+sU666yTw0TJkY+5dvHixfH666/HJZdcEv37949f/epX8dJLL8WyZctyvm8AAAAoFXrvddMVACgNeu/5o/cOQL7ovdfPLAtAY/Srk8n7AkC+6L7XT/cdgLq4qT0AAHk3cuTItNYfeuihOUqSHHPmzImPPvoor/ucP39+PPTQQ3HkkUfGfvvtF88880xe9w9QqvJdNFu2bFm8/PLLcfrpp0f//v3j9ttvj0WLFuU1Q6Gk+wv1EREdO3bMQZLcZxg/fnwOkgCQiqVLl8bQoUMbXNO9e/fYZptt8pQoOcyyAKTC7JZM3hcA8mHMmDExf/78lNeXw3XhiIja2tp466238rrPxYsXx7Bhw+KEE06IXXfdNR566CEFfwAAAEiB3vuKdAUASofee/64Rg9APui9188sC0AqzG7J5H0BIF903+um+w5AfdzUHgCAvBs1alTKa7t37x7bb7997sIkxFtvvVXQEydjx46NU089NY466qgYPXp0wXIAFLu5c+fGhx9+WLD9T58+PS699NLYa6+94l//+lfU1tYWLEs+TJo0Ke1tOnXqlIMk6enQoUPa23zxxRfZDwJASp5++ulGy28HHXRQVFRU5ClRcphlAUjF5MmT096mWEvkxTS7FetMXervC0CpSee6cOvWrWO//fbLXZgEGTduXMyaNatg+58wYUIMGjQoDjzwwHj55ZcLlgMAAACKgd77inQFAEqD3nt+Fes1er13gOKi914/sywAqdB7T6ZinalL/X0BKEW673XTfQegPm5qDwBA3r300ksprz3hhBOiWbPS/2friBEjCh0hIr7J8ZOf/CQGDRoUNTU1hY4DUHRGjhwZS5cuLXSM+PLLL+Oss86Kww8/vGR/lX3p0qUxffr0tLcr1oLIlClTcpAEgFQMGTKkwecrKiri4IMPzlOaZDHLApCKTErkSZjdMvli9syZM2PRokXZD5MDxfqli0zeFzM1QOGkc134yCOPjHbt2uUwTXIkZZ7+8MMP42c/+1mcfPLJMWPGjELHAQAAgETSe19RUs5t6AoANI3ee/7ovQOQL3rv9TPLApAKvfdk0nsHIF903+uWlJla9x0geUq/JQUAQKKMGzcuPvroo5TWrrrqqnHIIYfkOFEyvPnmm4WO8D+1tbXx0EMPxaGHHhoff/xxoeMAFJUkfZ5HfPNLwAcffHA8/fTThY6SdVOmTEn7ixTNmzePVq1a5ShR6lZaaaW0t5k6dWoOkgDQmI8++iiGDx/e4JptttkmunfvnqdEyZKkf/uYZQGSK5Nyf9u2bXOQJD2ZzG4REdOmTctykuxbtmxZRnNmsb4vZmqAwpgzZ0688sorKa1t3bp1/OxnP8txouRI0jwdEfHcc8/FgQcemLhcAAAAUGh673VL0jkEXQGAzCXp8zxC7/2H9N4BSJfee8OS9G8fsyxAcum9J4/eOwD5ovtevyTN1BG67wBJ4qb2AADk1b///e+U15522mlRVVWVwzTJ0atXr0JHWMHHH38chx56aDz66KOFjgJQNJL4eT579uw47bTT4pJLLolly5YVOk7WZFIOSUKxPyKzHMVQDgEoRffcc0+jawYMGJCHJMmUxH/7mGUBkieT+a1169Y5SJKfDMUwv02bNi0WL16c9nZJmKvN1ADF45lnnkn5eDNw4MDo1KlTjhMlRxLn6cmTJ8fAgQNj8ODBhY4CAAAAiaH3XrckntvQFQBIXxI/z/Xev5OE6/MRrtEDFBO994Yl8d8+ZlmA5NF7Tx69dwDyRfe9fkmcqXXfAZLBTe0BAMibpUuXxsMPP5zS2vXXX7+sChLnn39+bLrppoWOsYKampr49a9/HQ888EChowAUhb333juxv6h7xx13xHnnnRe1tbWFjpIVs2bNSnubJJRDIjLLkcnfF4CmmTt3bjzyyCMNrllppZVit912y1Oi5DHLApCKYp3fMi2yz5w5M8tJsi/TGTMJ70smGRYsWBALFizIQRoAGpLqTLbqqqvGz3/+8xynSZYTTzwx9txzz0LHWMGSJUvi8ssvj6uuuqrQUQAAAKDg9N7rpysAUBr03vOnWHsTEXrvAMVC771xZlkAUlGs85ve+4qS8L7ovQMUF933+um+A1CfFoUOAABA+Xj66afjyy+/bHRds2bN4sILL4xmzcrnN5gqKyvjlltuic8++ywWLFgQCxcujPnz58fChQtjwYIFMX/+/Jg8eXJMmjRpuf8tWrQo59lqa2vj97//fVRWVsaBBx6Y8/0BFLuzzz479t133/99nn97Afnb/02bNm25z/KJEyfGvHnz8pLt4YcfjsrKyrjooouioqIiL/vMlUwuyiehhBCRWUEkX/+NAPCdhx56KGpqahpcs99++0XLli3zlCh5zLIApGLhwoVpb5OE+a1Vq1ZRUVGR9pfki2F+y2SmrqysjMrKyhykSU+mX7qYN29eVFdXZzkNAPV59913Y8SIESmtHTRoUCKO/fl2+eWXx0knnVTntYT58+fH1KlTl7uOMHny5Jg/f35esl1//fVRVVUVp5xySl72BwAAAEmk914/XQGA0qH3nh967wDkmt5748yyAKRC7z159N4ByAfd98bpvgNQFze1BwAgb+64446U1h1xxBGx4YYb5jZMArVt2zbWX3/9tLaZMWNGfPrppzFmzJj44IMP4u23346PPvoo7QtOjVm2bFmcd955UV1dnchfTgRIkubNm0e/fv3S2mbu3Lkxfvz4+OCDD2LMmDHx3nvvxdtvvx2LFy/Oer77778/qqur4/zzz8/6a+dTJuWQpFzEz6SIsGDBgliyZEm0aOF0HkA+1NbWxr333tvougEDBuQhTbKZZQFoTLHObxUVFVFdXZ12ga4Yyv3F+p5EZF7unzt3bnTu3DnLaQCoT6rXhXfcccfYY489chsmoVq2bBnrrbdeWtvMmjUrvvjii//N0++88068//77sXTp0qznu/LKK6NVq1Zx7LHHZv21AQAAoBjovTdMVwCgNOi950e5XaPXewfIL7331JllAWhMsc5veu/LS8J7EqH3DlBMdN8bp/sOQF1cDQQAIC9efvnleOuttxpdt/baa8e5556bh0SloVOnTtGpU6fYbLPN/vfYjBkz4rXXXovnnnsunnnmmaxdTFq6dGkMGjQoevXqFT179szKawLwjbZt20bfvn2jb9++/3ts/vz5MWLEiHj55Zfj3//+d0yePDlr+7vrrrtigw02iP333z9rr5lvCxYsSHub5s2b5yBJ+iorKzParqamJlZaaaUspwGgLq+88kp8+umnDa7p06dP2hfg+YZZFqB8LFq0KJYtW5b2dkmZ3zL5gnUxlPvLdaYGID/GjRsXTzzxRKPrOnXqFBdffHEeEpWODh06RIcOHZa7Ud6cOXPi9ddfjxdffDGGDRsWs2bNytr+Lr/88lhvvfViiy22yNprAgAAQDHQe88NXQGA0qD3nr5yvUav9w6QH3rvuWWWBSgfeu/JVK4zNQD5o/ueO7rvAKWvWaEDAABQ+mpra+Ovf/1ro+sqKyvjiiuuyPgXZ/lGp06dYu+9944rrrgi/vvf/8aVV14ZW2+9dVZeu6amJs4555yMLsgBkJ5WrVrF9ttvH4MGDYoXXngh7r777jjooIMyvoj9QxdeeGFMmjQpK69VCAsXLkx7m6QUETLNsWTJkiwnAaA+Q4YMaXTNgAED8pCkfJhlAUpTJrNbRHHPb8Uwu5XjTL148eIsJwGgPn/5y19i6dKlja77wx/+ECuvvHIeEpW2du3axa677hoXXXRRvPLKK3HzzTfHrrvuGs2aNb0aunTp0jjnnHOK4suLAAAAkC167/mlKwBQGvTeG1aO1+iLoTsBUCr03vPPLAtQmvTek6kcZ2q9d4D80n3PL913gNLipvYAAOTc448/Hu+9916j684444zYYIMN8pCofFRXV8dee+0Vd955ZzzyyCNxwAEHREVFRZNe87333ouhQ4dmKSEAqaioqIgtt9wyLr300njuuefilFNOidatWzfpNWtqauKyyy7LUsL8K8ciQjEURABKwZdffhkvvPBCg2uqqqpiv/32y1Oi8mOWBSgdCxYsyGi7pMxvLVq0SHubVIqMhVaOM3UxvC8ApeCtt96KZ555ptF1Rx55ZOy66655SFReWrRoEf3794/rrrsu/vOf/8TRRx/d5BsGTZo0KW644YYsJQQAAIDk03svHF0BgNKg976icrxGr/cOkB9674VnlgUoHXrvyVSOM3UxvC8ApUL3vbB03wGKn5vaAwCQU7Nnz06pOLjnnnvGCSeckIdE5atPnz5x+eWXxwMPPBCbbrppk17r2muvjUWLFmUpGQDp6NKlS5xxxhkxbNiwOPDAA5tUdHviiSfigw8+yGK6/MnkOFTsRQTlfoD8uO+++2LZsmUNrtlll12iY8eOeUpU3syyAMVt8eLFGW2XlPmtWbP0KxWZ/p3zKZOMSXlPzNQAybV48eK48MILG123ySabxKBBg/KQqLytscYaccEFF8Tjjz8eO+20U5Ne684774ypU6dmKRkAAAAkl957cugKAJQGvfdv6L0DkCt678lilgUobnrvyaT3DkCu6L4ni+47QHFyU3sAAHLqsssua3TIX3fddeNPf/pTnhKxwQYbxL333htnn312xhdCpk2bFg8//HCWkwGQjq5du8Zll10Wt9xyS3To0CHj17n11luzFyqPWrRokfY2mZQyciHT429SihQApWzhwoXx4IMPNrpuwIABeUjD95llAYpTpp/ZTfkiezZlMnsWw+yWScZin6mTkh+glN1yyy0xduzYBtd06dIlrr766qiqqspTKtZaa6248cYb47LLLotWrVpl9BqLFi2Ku+++O8vJAAAAIHn03pNHVwCgNOi9670DkH1678lllgUoTnrvyaT3DkCu6L4nk+47QHExvQAAkDOvvvpqo6WIDh06xHXXXRdt2rTJUyoivrk4dtJJJ8Udd9yRcSF06NCh2Q0FQEa23377ePjhh6Nfv34ZbT9s2LCYNWtWdkPlQWVlZdrbJOXX6WtrazPaLpO/MwDpefzxxxs9Lq666qqx7bbb5icQyzHLAhSfTOeYpUuXZjlJZpYtW5b2NsVQVCzHmboY3heAYjZu3Li44YYbGlzTsmXLuPbaa6Nr1655SsX3HXjggTF06NBYffXVM9r+wQcfTMy/0QAAACAX9N6TS1cAoHTovaeu2K/R670D5J7ee7KZZQGKj957MpXjTF0M7wtAsdN9Tz7dd4Di4Kb2AADkxIwZM+LXv/51g2uqqqri+uuvjx49euQpFT+05ZZbxu233x4rrbRS2tu+99578cknn+QgFQDpWm211eKOO+6Ivn37pr3t4sWL48knn8xBqtzKpIiQSSkjFzItRCgiAOTePffc0+iagw46KJo1c3mlkMyyAMUj0zkmKaWxTHIUwxezy3GmLob3BaBYLVy4MM4444xYtGhRvWsqKirisssui4033jh/wVhB796946677orVVlst7W2nT58e//3vf3OQCgAAAApP77046AoAlAa999QU+zV6vXeA3NN7Lw5mWYDiofeeTOU4UxfD+wJQzHTfi4fuO0DyOfsMAEDW1dbWxq9//euYMmVKvWsqKiri0ksvjc022yyPyahLv379YvDgwVFdXZ32ts8991wOEgGQifbt28dtt90Wa6+9dtrbFuPneSYX5TMtAGRbpiUVRQSA3Bo5cmS89957Da6pqKiIgw8+OE+JaIhZFqA4ZDrHJKXcn8kcWQyzm5kagGz64x//GGPHjm1wzdlnnx177bVXnhLRkO7du8edd94ZnTt3Tntb8zQAAAClSO+9uOgKAJQGvffGuUYPQEP03ouLWRagOOi9J5OZGoBs030vLrrvAMnmpvYAAGTdTTfdFC+99FKDa84666zYZ5998pSIxmy44YZxwQUXpL3d66+/noM0AGSqU6dOcdVVV6VdchsxYkRiihOpatOmTdrbJOXvmEkhokWLFlFVVZWDNAB8a8iQIY2u2XLLLWONNdbIQxpSYZYFSL6WLVtmVKpOyvyWSY7WrVvnIEl2FfNMnWmOTP7OADTu8ccfj/vvv7/BNYcffniceOKJeUpEKtZcc824/PLLo6KiIq3tzNMAAACUIr334qMrAFAa9N4blpS/o947QDLpvRcfsyxA8um9J1Mxz9R67wDJo/tenHTfAZLLTe0BAMiq559/Pq666qoG1xx99NFx0kkn5SkRqTr00EPT/sLFW2+9laM0AGSqd+/eMWjQoLS2mTt3bqO/Jpw07du3T3ubRYsW5SBJ+jIpIrRv3z7tiywApG769OkxbNiwRtcdcsgheUhDOsyyAMm30korpb1NUua3TL6c3aFDh+wHybJMMhbzexJRHO8LQLF599134/zzz29wza677hq///3v85SIdGy33XZpf+Hi448/jq+//jpHiQAAACD/9N6Ll64AQGnQe69fUq7R670DJI/ee/EyywIkn9578ui9A5Atuu/FTfcdIJnc1B4AgKwZN25cnH322bFs2bJ61+y5555x3nnn5TEV6Rg0aFC0atUq5fVz5syJSZMm5TARAJk47LDDYr311ktrm2Ir92dyUb6mpib7QTKQSQ4lBIDcGjp0aCxevLjBNe3atYvdd989T4lIh1kWINky+XL2vHnzcpAkfQsWLEh7m44dO+YgSXZl8p4sWLCgwXP/+ZLJTF1dXR3V1dU5SANQvqZOnRqnnXZag8fKzTbbLP76179G8+bN85iMdJx22mnRtWvXtLb56KOPcpQGAAAA8kvvvfjpCgCUBr33uum9A1AfvffiZpYFSDa99+TRewcgG3TfS4PuO0DyuKk9AABZMXPmzDjllFNi7ty59a7Zaqut4oorrohmzfwzNKm6dOkSRx11VFrbfPzxxzlKA0CmKioq4vTTT09rm3HjxuUoTW5kUkRQ7gegLkuWLImhQ4c2um6fffZRCksosyxAshXr/FZTU5NRmb0Y5rdM3pOI5Lwv6SqG9wSgmCxcuDB+8YtfNPil6XXXXTduuOGGaNmyZR6Tka7q6uo45ZRT0tqm2K4lAAAAQF303kuDrgBAadB7r1sSrs9HuEYPkDR678XPLAuQbMU6v+m9rygp70u6iuE9ASg2uu+lQ/cdIHm0qgAAaLKFCxfGqaeeGp9//nm9a9Zff/24/vrro6qqKo/JyMQJJ5wQlZWVKa9v6KQdAIXTv3//WG+99VJeX2yf5507d057mySUECIi5s2bl/Y2nTp1ykESACIinn766ZSOg4ccckge0pApsyxAchXr/JZphmKY3yorK2OllVZKe7tM5tlsy+R9KYb3BKBY1NbWxrnnnhujRo2qd83qq68egwcPzvjLZOTXoYceGiuvvHLK683TAAAAFDu999KiKwBQGvTeV5SE3kSE3jtA0ui9lwazLEByFev8pve+Ir13ACJ030uR7jtAsripPQAATVJbWxu//vWv46233qp3zTrrrBO33HJLtG3bNo/JyFTHjh1j6623Tnn91KlTc5gGgKbYc889U15bbJ/n7dq1S/vfFosXL45FixblKFHq5s+fn/Y23bt3z0ESACIi7rnnnkbX9OrVKzbYYIM8pCFTZlmA5Fp11VXT3iYJJfJMZrf27dsXzXnwVVZZJe1tkvC+ZFLuN1MDZM/ll18ew4YNq/f5Ll26xO233x7dunXLYyqaorKyMnbdddeU15unAQAAKGZ676VHVwCgdOi9L0/vHYC66L2XBrMsQHLpvSeT3jsAmdJ9Lz267wDJ4qb2AAA0yeWXXx5PPvlkvc937949brvtNr8IW2T22GOPlNd+/fXXOUwCQFOU+uf5aqutlvY2M2fOzEGS9GTy//Xqq6+egyQAjB07NoYPH97ougEDBuQhDU1V6v/2AShWxTq7zZo1K+1timl2y6TwnoT3xUwNUDhDhgyJ2267rd7n27dvH4MHD44111wzj6nIBvM0AAAA5ULvvTQ5twFQGkr987xYuxOu0QMkh957aSn1f/sAFKtind303leUhPfFTA1QWLrvpctMDZAcbmoPAEDGbrnllgZP3nz7a4SZ/PIthbXDDjukvHbhwoU5TAJAU/To0SN69OiR0tpi/DxfddVV095mxowZOUiSnunTp6e9TSalCwAad8899zS6prKyMvbff/88pKGpzLIAyVSss1smGYppdsvkfUlCud9MDVAY//rXv+Liiy+u9/k2bdrELbfcEr17985jKrJlyy23jOrq6pTWmqcBAAAoVnrvpUtXAKA06L2vKAndCdfoAZJD7720mGUBkqlYZze99xXpvQOUN9330qb7DpAcbmoPAEBG/vGPf8Sf//znep/v2LFj3HHHHSkXCkmWbt26RYcOHVJa6+QNQLL16tUrpXXF+HmeyS/OF2tBZI011shBEoDyNnfu3Hj00UcbXbfzzjtHp06d8pCIpjLLAiRTOc1umfxdC6VY35dMvmBgpgZompdffjl+85vfxLJly+p8vrq6Om666abYaKON8pyMbGnRokX07NkzpbXmaQAAAIqR3ntp0xUAKB1678tLwjV6vXeAZNB7Lz1mWYBkKqfZTe899/TeAQpD97306b4DJIeb2gMAkLann346fve739X7fPv27eP222+PH/3oR3lMRbal+v41b948x0kAaIp11103pXXF+Hm+zjrrpL1NJr9sn23pliEqKytjrbXWyk0YgDL2j3/8I2pqahpdN2DAgDykIVvMsgDJ07Nnz6ioqEhrmySUyDOZH1P9gn0SFOtMnUmGVM+NALCit99+O375y1/G4sWL63y+qqoqrrvuuthiiy3ynIxsK+VrCQAAAJQ3vffyoCsAUBpK+Vx1sV6j13sHSAa999JklgVIHr33ZCrWmVrvHSD/dN/LRylfTwAoJm5qDwBAWl555ZU488wzY+nSpXU+37Zt27jllluib9++eU5GtqV6caeqqirHSQBoilQLbsX4eZ7JxfmJEyfmIEl6pk6dmtb6ddZZJyorK3OUBqA81dbWxr333tvoum7dusV2222Xh0Rki1kWIHnatGkTq622WlrbfPXVVzlKk7p0Z7eIiD59+uQgSW6Uy0zdrl276N69e47SAJS2MWPGxIknnljvF+MrKyvjyiuvNDeXiFK+lgAAAED50nsvH7oCAKWhlM9Vl8s1er13gOzTey9dZlmA5NF7T6Zyman13gGaRve9vJTy9QSAYuKm9gAApGzEiBFx2mmnxaJFi+p8vkOHDnHHHXfERhttlOdk5ELHjh1TWlddXZ3jJAA0RYcOHVJaV4yf55kUESZMmJCDJKmbM2dOfP3112lt07t37xylAShfL7/8cnz22WeNrjvooIP8CnuRMcsCJFOvXr3SWj9x4sSora3NUZrUfPnll2mtb9GiRcpfMkuC7t27R5s2bdLaptAzdUT674uZGiAz48aNi+OOO67ec5ktW7aMa6+9NnbZZZc8JyNXSvlaAgAAAOVJ77286AoAlIZSPlet9w5ApvTeS5dZFiCZ9N6TR+8dgMbovpefUr6eAFBM3NQeAICUjB49Ok466aSYP39+nc+vvPLKcdddd8UGG2yQ52TkSqoXdjp16pTjJAA0RSl/nnfs2DG6dOmS1jaFLiKkW0KIiOjTp08OkgCUt3vuuafRNRUVFTFgwIA8pCGbSvnfPgDFLN1y/8KFC2Pq1Kk5SpOadOe3nj17RlVVVY7S5Ea670smM202zZkzJ2bPnp3WNmZqgPSNHz8+jj322JgxY0adz7du3Tpuuumm2HHHHfMbjJwyTwMAAFBK9N7Lj3MbAKWhlD/P9d4ByJTee+kq5X/7ABQzvfdk0nsHoD667+XJTA2QDG5qDwBAo95///044YQTYt68eXU+v8oqq8SQIUP88muJSfXkTefOnXOcBICmKPWT8RtttFFa6wtdRMjkywWbbrppDpIAlK/x48fHCy+80Oi6LbbYItZcc808JCKbzLIAybThhhumvU2xzW+bbLJJjpLkTrrvy8SJE2PZsmU5StO4TP6bMFMDpGfChAlxzDHHxJQpU+p8vl27djF48ODYZptt8pyMXCv1awkAAACUD7338qQrAFAaSv1ctd47AOnSey9tZlmAZNJ7Tya9dwDqovtevkr9egJAsXBTewAAGvT+++/HcccdF19//XWdz6+xxhpxzz33xNprr53nZORaqr+uvPrqq+c4CQBN0bJly5TWFevn+WabbZbW+vHjx8fChQtzlKZx48aNS2t969atY/31189RGoDydN9996VUShswYEAe0pBtZlmAZNpss82ioqIirW0+/vjjHKVp3JQpU2LOnDlpbbPVVlvlKE3upDtTL1y4ML744oscpWlcujN1xDdf2AQgNRMmTIijjz663i+4dezYMe68805fnCpRpX4tAQAAgPKg916+dAUASkOpn6vWewcgXXrvpc0sC5BMeu/JpPcOwA/pvpe3Ur+eAFAs3NQeAIB6ffDBB3HcccfFrFmz6ny+Z8+ecc899xjeS1RNTU1K63yxAyDZSv3zPN0iwtKlSzMqA2TLhx9+mNb6TTfdNFq0aJGjNADlZ+HChfGPf/yj0XVt27aNPfbYIw+JyLZS/7cPQLHq2LFj2p+9Y8eOzVGaxqU7u0UUZ4k83Zk6IuKjjz7KQZLUpPu+rLXWWtG1a9ccpQEoLV999VUMHDiw3lJ/ly5d4u6774711lsvz8nIl3nz5qW0rmfPnjlOAgAAAJnRey9vugIApaHUP8/13gFIh9576Sv1f/sAFCu992TSewfg+3Tf0X0HSAZXBgEAqNOYMWPi2GOPrbfY36dPn7j99tujU6dOecs0Y8aMePvtt//35w4dOsQmm2ySt/2Xm1QKER07dozOnTvnIQ0AmUr1ZPy6666b4yS50a9fv2jdunXKRb6Ibwoi/fr1y2Gq+qVbRNhqq61ylASgPD322GP1zrnft88++0SrVq1yH4isM8sCJNcWW2wRn3zyScrri6ncv/baaxdliXzllVeOtdZaKz777LOUt/nwww9jt912y12oRvadDjM1QGq++uqrOProo+PLL7+s8/nVVlst7rjjjujRo0feMtXU1MTrr7/+vz9XV1fHNttsk7f9l6NU5ulmzZop9gMAAJBIeu/oCgCUBr33Fem9A5QvvffSZ5YFSC699+TRewfgW7rvROi+AySFm9oDALCCMWPGxDHHHFNv4WGjjTaKW265Jdq3b5/XXLfeemsMHjz4f38++OCDlftzKJWTNxtvvHHugwDQJKl8nrdt2zbWWWedPKTJvsrKyvjxj38cTz/9dMrbvPvuu3HggQfmLlQ9FixYkFZhIiJi5513zk0YgDJ17733prRuwIABOU5CrphlAZJrhx12iKFDh6a8/oMPPoja2tqoqKjIYaq6jRkzJq31xTy79e/fP61Z9b333stdmEak+77ssssuOUoCUDomTpwYAwcOrLfU36NHj7jjjjtitdVWy2uuhx9+OC666KL//XnLLbdU7M+xVObpH/3oR9G2bds8pAEAAIDU6b0ToSsAUCr03lek9w5QvvTeS59ZFiC59N6TSe8dAN13vqX7DpAMzQodAACAZGms2L/FFlvEbbfdlvdi/+LFi+Of//znco+tt956ec1Qbuo7gfd9vlwBkHypfJ5vvPHG0axZ8Z4m2m233dJa/9Zbb+UoScNGjRoVS5YsSXn9OuusEz/60Y9ymAigvLz11lspldHWXXfd2GijjfKQiFwwywIk13bbbRetW7dOef3s2bPjo48+ymGi+r355ptprd9zzz1zlCT30p2pR44cmaMkDRs/fnxMnjw55fXt2rVTAAVoxMSJE+Poo4+O8ePH1/n8uuuuG0OGDMl7qT8i4oEHHljuz+uvv37eM5Qb8zQAAADFSO+dbzm3AVAa9N5XpPcOUJ703suDWRYgufTek0nvHaC86b7zfWZqgGQo3qu2AABk3ZgxY+LYY4+tt9i/3Xbbxa233lqQX6B76qmnYvr06cs91q9fv7znKCeffPJJo2v69++fhyQANEUqn+c77LBDHpLkzk477RQtWrRIef2YMWNi3rx5OUxUtxEjRqS1fo899shREoDydM8996S0bsCAATlOQi6ZZQGSq7q6Orbbbru0tkm3ZJ8NX331VXz11Vcpr19ttdViww03zGGi3Npss82iU6dOKa+fOXNmjBs3LoeJ6pbufws777xzVFVV5SgNQPFrrNTfr1+/uOuuu6Jr1655Thbx9ttvxwcffLBCHnKrHK4lAAAAUFr03vk+XQGA0lAO56r13gFIhd57eTDLAiSX3nsy6b0DlC/dd36oHK4nABQDN7UHACAiIj788MM49thjY+bMmXU+v+uuu8YNN9wQ1dXVeU72jcGDBy/35+bNm0ffvn0LkqUcLFu2LD777LMG13Tv3j369OmTn0AAZCyVk/E777xzHpLkTvv27WPrrbdOef3SpUsLUhBJt9y/99575ygJQPmZNm1aDBs2rNF1lZWVccABB+QhEblglgVIvnS/xDx8+PAcJanfG2+8kdb6PffcM0dJ8qNZs2ax2267pbVNMbwvZmqA+k2aNCkGDhxYb6l/k002ibvuuiutL39l0w+vC0dErLfeegVIUl4au5ZQXV0d2267bZ7SAAAAQMP03vk+XQGA0qH3viK9d4Dyo/deHsyyAMmn9548eu8A5Un3nbrovgMkg5vaAwAQH374YRxzzDH1Fvv33XffuOqqqwr2666vvPJKvPvuu8s9tvbaa0erVq0KkqccvP3227FgwYIG1+y///55SgNAphYtWhQjR45scM1mm20Wa6yxRp4S5c6AAQPSWv/cc8/lKEnd5s6dm1a5f/PNN4911103h4kAysvQoUNj8eLFja7bcccdC1ZcoOnMsgDJt9tuu0WHDh1SXv/yyy+ndAzPpnTmxYqKijj88MNzmCY/DjnkkLTW53umrq2tjRdeeCHl9d27d48ddtghh4kAitekSZPi6KOPji+++KLO57faaqsYPHhwtGvXLs/JvvHpp5/GU089tdxjrVu3jrXWWqsgecrF5MmTG/2y/O677+76PAAAAImg984P6QoAlAa99/rpvQOUF7338mCWBUg+vfdk0nsHKC+679RF9x0gOdzUHgCgzI0dOzaOPfbYeov9hx56aFxxxRXRokWLPCf7Rm1tbVx99dUrPO4XCXPr+eefb/D5ioqKtEuUAOTfG2+8EfPmzWtwTboX8JNqt912i5VXXjnl9fkuIjz//PNpFVKOOuqoHKYBKC9LliyJoUOHprS2VI6L5cosC5B8LVu2jAMPPDDl9bNnz07ri9JNtWjRonjxxRdTXr/ddttFjx49cpgoPzbccMPo169fyutfe+21mD9/fg4TLW/UqFExderUlNcffvjh0ayZOgzAD02ePDkGDhxYb6m/f//+ccstt0SbNm3ynOw7V111VSxbtmy5x/r16+dzPcdeeOGFqK2tbXCNcyYAAAAkgd47ddEVACgNeu/103sHKB967+XDLAuQfHrvyaT3DlA+dN+pj+47QHIUpqEFAEAifPTRR3HMMcfEjBkz6nx+4MCBcd5550VFRUWek33n0UcfjVGjRq3weDbK/cuWLYsnnngi/vOf/8S7774b06dPjxYtWsTKK68cW2yxReyzzz6xzTbbNHk/xejpp59u8Pnddtst1lhjjTylASBTP/xV3x/q2rVr7LvvvlnfbyGOsZWVlXHwwQfHzTffnNL6iRMnxujRo2PDDTfMao76/Oc//0l5bZcuXWK33XbLYRqA8vLUU0/F5MmTG13XtWvX2H777fOQqGnMsvUzywIUh8MOOyzuuOOOlNcPGzYsb8e2//73v41+Sf77jjzyyJzkeP755+OJJ56IkSNHxrRp0yIionPnzrHRRhvFXnvtFbvuumvW93nYYYfFhRdemNLahQsXxnPPPRd777131nPUJZ2ZuqqqSvEQoA6TJ0+Oo48+Oj7//PM6n99jjz3iL3/5S1RWVuY52XdGjBgR//73v1d4PJs3fSvEMbYYNHYtYb311outttoqT2kAAACgbnrvugL10RUAKA167/XTewcoH3rv5cMsC1Ac9N4bp/e+PL13gOzQff+G7nvddN8BksNN7QEAylRjxf6f//zncdZZZ+U51fImT54cl156aZ3PNfUEzqeffhpnnHFGjBkzZoXn5s6dG5999lk88MADsdNOO8Xll18eK620UpP2V0yee+65+Pjjj+t9vqKiIk455ZQ8JgIgEzNmzIh//vOfDa752c9+FlVVVVndbyGPsT/96U/jjjvuiEWLFqW0/oEHHshLuX/69Onx7LPPprz+uOOOK+gFNIBSc88996S07sADD4zmzZvnOE3TmGXrZ5YFKB49e/aMHXfcMZ5//vmU1j/++OPxm9/8Jlq1apXbYBExdOjQlNf26tUrdtppp6zuf9q0aXHmmWfG8OHDV3iupqYmxo8fH48//nhssskm8be//S1WXXXVrO37gAMOiKuvvjqmT5+e0voHH3wwL+X+RYsWNXp+4/sOPfTQ6NSpU+4CARShyZMnx8CBA+st9R9wwAFxySWXFHQmnjdvXlxwwQV1PtevX78mv34hj7FJN3bs2HjppZcaXHPqqafmKQ0AAADUTe9dV6A+ugIApUHvvXF67wDlQe+9PJhlAYqH3nv99N5XpPcOkB2677rvDdF9B0iWZoUOAABA/n388cdxzDHH1HuS/owzzih4sX/u3Llx5pln1vnlg2bNmkXfvn0zfu1x48bFUUcdVWcZ4oeee+65OOaYY2Lu3LkZ76/Y3HTTTQ0+f8ABB2TlBBoAuXXHHXfE/Pnz631+rbXWiiOPPDKr+yz0MbZbt25x2GGHpbz+8ccfj3nz5mVt//X5xz/+EYsXL05pbZcuXeKoo47KcSKA8vHhhx/GG2+8kdLaAQMG5DhN0xT6OJt0ZlmA4vLLX/4y5bVz5syJJ598ModpvjF58uR44YUXUl5/+umnR0VFRdb2P23atDjqqKPqLBz+0MiRI+Ooo46KiRMnZm3/rVq1ihNPPDHl9f/9739j/PjxWdt/fZ566ql6b1L0Q9XV1XHyySfnOBFAcfm21P/ZZ5/V+fxhhx0Wl112WUFL/YsXL45BgwbFp59+Wufz66+/fpNev9DH2KS76aabora2tt7nt9xyy9h1113zmAgAAACWp/euK9AQXQGA0qD33ji9d4DSp/dulv2WWRYgWfTeV1ToTp7eO0Dp0n0v/HE26XTfAZLFTe0BAMrMxx9/HAMHDqyz2F9RURHnnXdewX/BffTo0XHEEUfEm2++WefzPXr0iDZt2mT02osWLYqzzjor5V/djYh4//3346KLLspof8Xm/vvvj5EjR9b7fPv27ePcc8/NYyIAMjF27Ni4/fbbG1xzwQUXRFVVVdb2mZRj7EknnRTV1dUpra2pqYn77rsvq/v/oUWLFsU999yT8vpTTjkl5fwANC7Vz+DNN9881lprrdyGaYKkHGeTyiwLlKOZM2emtX7BggU5SpKZ9ddfP3bZZZeU1992220NFs6y4Y477oilS5emtHaDDTbIesFt0KBB9ZYu6zJhwoT49a9/HcuWLctahiOOOCK6dOmS0tra2tq47bbbsrbv+jR2fuP7jjrqqOjatWsO0wDloNiPsd83ZcqUBkv9xx13XFx00UVZ/bJausaNGxfHH398DBs2rM7nW7VqFT179mzSPpJwjE2qV155Jf71r3/V+3xlZWX87ne/y2MiAAAAWJ7eu65AQ3QFAEqD3rveOwDf0Hs3y0aYZYHSVOydPL33FSWhk6f3DvCNYj/Ofp/u+zeScJxNKt13gORpUegAAADkz7hx4+KYY46pswzQrFmzuOiii+LQQw/NW57a2tqYN29ezJ49OyZMmBCjRo2KF154Id54440Gt1tvvfUy3uc//vGPGDNmTNrbPfLII3HkkUfGxhtvnPG+f2jGjBkxdOjQeOutt2LOnDnRvn376NOnT+y4446xySabZG0/qRo/fnxceuml9T5fUVERl112Way88sp5TAWQfIsXL45//vOf8eKLL8bUqVOjdevW0bNnz9h6662jf//+UVlZmdc8ixYtit/85jexaNGietccf/zxsf3222d1v0k5xnbt2jWOOeaYuOmmm1JaP3jw4DjqqKOiVatWWdn/D917770xadKklNb+6Ec/yuu/xQBK3Zw5c+Kxxx5Lae2AAQNynKZpknKcjTDLAiTF5MmT01o/c+bMWLBgQaK+THzmmWfGiy++GIsXL2507dixY+PJJ5+MvfbaKydZpkyZEvfee29KaysqKuK3v/1tVvf/4osvxosvvpj2dsOHD49///vfsc8++2QlR3V1dfzyl7+M3//+9ymtf/DBB+PnP/95rLLKKlnZ/w89/fTT8c4776S0tnPnznHSSSflJAdQXkrhGBvReKn/1FNPjdNPPz2vmebNmxdz5syJSZMmxdtvvx2vvPJKvPjiiw1+ga9Pnz7RrFmzjPeZlGNsxDc3m7n//vvjtddei1mzZkXbtm1j3XXXje233z623nrrJv09M/H111/Heeed1+D//4MGDYpevXrlMRUAAAB8R+9dV6AhugIAmdF7/0ZSjrF67wB8S+/dLBthlgVKVyl08vTev5OUTp7eO8A3SuE4G6H7/q2kHGcjdN8BSI2b2gMAlIlx48bFwIEDY9q0aXU+v2zZsrjgggviggsuyHOy9K2//voZb3vPPfdkvO2dd96ZtULEyJEj4+STT45Zs2Yt9/jzzz8fN954Y/Tt2zfOOuus2GGHHbKyv8bMmDEjTjzxxJg3b169a0488cTYaaed8pIHoFhMnz49jj/++BXKdq+88krcfffd0aVLlzjllFPisMMOixYtcn8aZtmyZXHuuefG+++/X++azTbbLM4+++ys7zspx9iIby5KPfnkk/H55583unbGjBlx6623xi9/+cus7f9bX3/9ddx8880prW3WrFlcfPHFUVVVlfUcAOXqH//4R9TU1DS6rk2bNrHnnnvmIVHmknKcNcsCJMfo0aPTWr9s2bJ4++23Y6uttspRovStu+668bOf/SxuvPHGlNZfeeWVscsuu+RkbrrqqqtiwYIFKa09/PDDY/PNN8/q/pt6rM9m6fAnP/lJPPLII/Hmm282unbRokVx5ZVXNvhFu0wtWrQo/va3v6W8/oILLogOHTpkPQdQfkrhGDt16tQYOHBgfPrpp/Wuuf766+P666/PY6rMNOW6cERyjrGffvppHH/88fHVV18t9/hLL70Ut912W6yxxhpx+umnx7777hsVFRVZ2WdDFixYEKecckqDN6bZZ5994qijjsp5FgAAAKiL3vs3dAXqpisAkBm99+8k5RgbofcOwDf03r9hljXLAqWpFDp5eu/fSUonL0LvHSCiNI6zuu/fScpxVvcdgFTl9ydOAAAoiHHjxsUxxxxTb7G/2PTr1y+j7SZPnhwfffRRxvt95ZVXYtmyZRlv/63p06fHKaecskIZ4vs++OCDOPHEE+Pkk0+OL774osn7bCzPCSec0ODJvS233DLOOOOMnOYAKDa1tbVxxhlnrFDs/76pU6fGRRddFAcccEC8+uqrOc2zePHiOP/88+PJJ5+sd03nzp3jb3/7W9a/aJCUY+y3qqur46KLLkp5/U033RTjxo3L2v6/9ac//SmmT5+e0tqjjz46q19wACh3tbW1cd9996W0du+9947WrVvnOFHmknKcNcsCJMecOXPi6aefTnu7f/7zn9kP00SnnXZarLXWWimt/eyzz+KGG27IeoZXX301/vGPf6S0dtVVV41zzjknq/tfvHhxDB8+POPtR48e3eDxOV0VFRXxhz/8IeUvUTz88MM5Oedx4403xscff5zS2l133TX23nvvrGcAyk8pHGNTKfUXk0yvC0ck5xi7YMGCOPnkk1co9X/f+PHj45xzzokjjjiiwZv3ZMO8efPiF7/4RYNf5OvZs2f84Q9/yGkOAAAAqI/e+zd0BerPoysAkD699+8k5Rj7Lb13APTev2OWPSOnOQAKoRQ6ed/Se09OJ+9beu9AuSuF46zu+3eScpzVfQcgHW5qDwBQ4r4t9k+dOrXQUbKioqIi4xM4TSlDRER8/fXXMWHChCa9RkTEzTffHDNnzkxp7XPPPRf77LNPXHnllVFTU9Pkff/Q6NGj4+CDD4733nuv3jUbbLBBXHvttdG8efOs7x+gmD377LMpXxT4+OOP49hjj40zzzwzJk6cmPUs06ZNi2OPPTYeeuihetd07NgxBg8eHN26dcv6/pNyjP2+rbfeOn7605+mtHbx4sVx7rnnxsKFC7O2/yeffDLlC3q9e/eOM888M2v7BuCbX3v/7LPPUlo7YMCA3IZpoqQcZ82yAMlxzTXXxIIFC9Le7tFHH23ws7MQqqqq4tJLL43KysqU1t9yyy3x1ltvZW3/M2bMiPPPPz9qa2sbXduiRYu47LLLom3btlnbf0TEl19+2aTjZW1tbXzwwQdZTBSxzjrrpDWnnn/++TFjxoys7X/kyJFx8803p7S2W7du8f/+3//L2r6B8lbsx9hvS/2ffPJJoaNkzXrrrZfxtkk5xt5///0pn6MYOXJkDBgwIP7f//t/Kc/g6fjss8/isMMOi5deeqneNWuuuWbceuut0aZNm6zvHwAAABqj9/4dXYEV6QoAZE7v/TtJOcZ+n947QHnTe/+OWdYsC5SeYu/kfZ/ee3I6ed+n9w6Us2I/zuq+Ly8px1nddwDS4ab2AAAl7JNPPimpYn/ENycS2rVrl9G22fg1wWxcoPjXv/6V1vpFixbFDTfcEHvssUc89NBDsWzZsiZnmDFjRvzf//1fHH744TFp0qR612266aZxxx13RPv27Zu8T4BSk+7neUTEE088EXvuuWf87W9/i3nz5jU5w6JFi+L222+PvfbaK0aMGFHvui5dusTdd98dffv2bfI+65KUY+wPDRo0KLbaaquU1r733ntx3nnnZWW/7777bvz2t79NaW3nzp3jhhtuiFatWmVl3wB845577klpXc+ePWOTTTbJcZqmScpx1iwLkAz//Oc/484778xo2yVLlsQvfvGLGD9+fJZTNc0mm2wSF154YUprFy9eHL/85S/jq6++avJ+Fy1aFL/85S9T/hLc+eefn/KMmY5sHOtzUfw7/vjjY//9909p7YQJE+L000+PxYsXN3m/EyZMiNNOOy2l16quro7rr78+Vl555SbvF6DYj7HTpk2LY445pqRK/S1btox11lkn4+2TcoxNd55etmxZ3HvvvbH77rvH7bffHosWLWpyhnnz5sXf/va3OOCAAxq8iUDPnj1jyJAh0b179ybvEwAAANKl9748XYHv6AoANJ3e+3eScoz9Ib13gPKl9748syxA6Sj2Tl5d9N5nNfk19N713oHsKPbjrO77ipJynNV9ByAdbmoPAFCiPvnkkxg4cGBJFfsjmvaLhKn+6nFDWrRo0aTtZ82alfF7MmXKlBg0aFAcfPDB8cQTT8TSpUvTfo3Ro0fH7373u9hll13ivvvua/A1tt566xg8eHDWf4EZoFQ0dPK7IQsWLIgbb7wx9thjjxg8eHDMnTs37deYMGFCXHPNNbHbbrvFpZdeGrNnz6537aqrrhpDhgyJddddN6O8qUjCMba+17zqqqtijTXWSGn9448/HoMGDcroGPutUaNGxc9+9rOYP39+o2srKyvjmmuucZEEIMvGjx8fL774YkprDznkkBynabokHGfNsgCFN3/+/Pi///u/+M1vftOk1/nqq6/ikEMOicceeyxqa2uzlK7pDj300Bg4cGBKa6dNmxZHH310fP755xnvr6amJk455ZQGvyj/fUcddVQceeSRGe+vIUk41tfn4osvjo022iiltcOHD49TTjklampqMt7fZ599FgMHDozp06c3uraioiIuueSSWH/99TPeH0BEaRxjp02bFgMHDoxx48bldb+51qdPnyYd45JyjM30WsLs2bPj0ksvjX322Sfuv//+jAr+H3/8cVx66aWx8847x4033hgLFiyod23v3r1jyJAh0a1bt4zyAgAAQFPova8oCec2dAUASofe+3eScIyt7zX13gHKj977isyyAMWvFDp5DdF7bxq9d4CmKYXjrO573ZJynNV9ByAdFbVJmtgBAMiKTz/9NI4++uiSK/ZHRJx77rlxwgknZLTtyJEj4/DDD2/S/l999dXo1KlTxtvPmDEjttlmmyZl+NbKK68c/fv3jy233DJ+9KMfxWqrrRZt2rSJ5s2bR01NTcydOze++OKL+OSTT2L06NHxyiuvxJQpUxp93WbNmsVJJ50Uv/zlL3N2UQigFOy7774Zn5D/vtatW8c222wT2267bfTq1SvWXHPNaNeuXVRXV8f8+fNj3rx5MXHixPjkk0/i/fffj1dffTXl/e68885x8cUXN+nYlYokHGMbMn78+Dj22GPjyy+/TGn9tttuG3/6059ilVVWSWs/Dz74YPzxj39MqdhfXV0d1157bWy//fZp7QOAxl122WVx2223NbquRYsW8cILL8TKK6+ch1SZS8Jx1iwLUBjLli2L999/P4YNGxYPPvhgzJgxI6uvv84668QhhxwSu+yyS/To0SOrr52JpUuXxgUXXBAPPfRQSus7d+4cF198cey0005p7efjjz+Oc889N95///2U1h966KFx0UUXRbNmzdLaT6qmTJnS5NnwwQcfjA022CBLiZY3Y8aMOOGEE+K9995Laf16660XV1xxRayzzjpp7eeZZ56J888/P2bOnNno2ubNm8cf/vCHGDBgQFr7APhWKR1jp0+fHgMHDoyPP/44p/sphCOPPDIuvPDCjLdPyjF2k002adKX37610korxfbbbx/bbLNNrLvuurH66qtHmzZtoqqqKubPnx9z586NL7/8Mj799NN455134r///W+MHz8+pdc+9NBD47zzzovWrVs3OSc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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 2, layout='constrained', figsize=(10, 5 / 1.618))\n", + "\n", + "plot_cm(lwt_orig.cumulants, 0, 2, 14, scaling_range=0, ax=ax[0], C_color=C1_color, fit_color=c1_color)\n", + "plot_cm(lwt.cumulants, 0, 2, 14, scaling_range=0, ax=ax[0], C_color=C_noisy_color, fit_color=c_noisy_color)\n", + "plot_cm(lwt_orig.cumulants, 1, 2, 14, scaling_range=0, ax=ax[1], C_color=C1_color, fit_color=c1_color)\n", + "plot_cm(lwt.cumulants, 1, 2, 14, scaling_range=0, ax=ax[1], C_color=C_noisy_color, fit_color=c_noisy_color)\n", + "\n", + "ax[1].legend()\n", + "\n", + "ax[0].set(xlabel='Scale $j$')\n", + "ax[1].set(xlabel='Scale $j$')\n", + "\n", + "sns.despine()\n", + "fig.savefig(figure_folder / 'C.png', dpi=600)" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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IoT8xMRHvvvsulixZgrVr14r9srKy4O7urhGWYmJiMG3aNI1wRIPTqFGj4O/vj5SUFJw6dQrTpk1DW1sbYmNjUVpainXr1t3xa/TVE6pbLViwAPfeey/27t2L2bNnY968eSgtLcU//vEPuLu7qy1U//7775GcnIzk5GQ8/vjj4hOOP/7xj/jTn/6E9evX4+9//zvs7e3R2NiIDz74ACUlJfj3v/8t7k/xySefYPPmzRgzZgx+97vfwcvLC3l5edi0aROWL1+u8QGaiIiGh9bWVpw5cwZvvvkmMjMzoVKpNPpIJBL4+flh7ty5WL16NUaOHKnRx8LCAlFRUWIdf3t7e97p7yMM/p0oLS3F2rVrUVlZiQ8++AAffPCBeKy5uRklJSVq0362bt2K1NRUZGdni8E/Ly8P9913H2xsbLBu3TrMmjULKpUKMTExSE1NxZYtWwb6bVEvGRoaYtOmTXj77bfx4osvQiqVwtPTE8uXL8e9996r6+Hd1jvvvIOQkBD85z//ET9cTJ8+Hc8//7za9KXp06cjJiYG4eHhatWmFi5cCA8PD3z55ZdYsWIFBEGAkZERRo0ahe+++w7h4eFi35kzZ+LYsWO4fPmy+Gc1ceJEvP766wgNDR2w90xERP1LEAQ0Nzfj3Llz2L9/Pw4ePAiFQqHRz8DAAKNGjRLDvoeHR7euL5VKGfj7GIN/J/773/+isLAQADqdfnHzgshZs2bh7Nmzak8GnJ2dMX/+fCQmJuLDDz/Ejh074O/vj/nz5+Mvf/kLd5cbYjw8PPDf//5X18PoFQMDA6xdu1btaZQ299xzDy5cuKD12JgxY/D+++/f9rXGjx+PvXv39maYREQ0yAmCgGvXrmH37t04fPgw8vLy1EpvdjAwMMDo0aMxf/58rFy58o6nw1LfYPLsxD//+U/885//7Hb/lStXYuXKlWpt5ubm+PDDD/t6aDRENDU1oa2tTdfDICIiuiMdYf+HH37AkSNHkJWVhcbGRo1+pqamuPvuu7FgwQLMmDFDLGRCgweDP1Efq6+vx4EDB3Dy5EmoVCp88803uOeee8Sa+kRERIOdIAjIy8vDjz/+iMOHD+PKlStaw76RkRHmzp2Le++9F3PmzNFY00iDC4M/UR8zNzfHAw88gAceeEDXQyEiIuqRxsZGfPbZZ9i3bx+uXLmCpqYmjT5GRkYIDAzE/Pnz8cgjj/R6U1MaeAz+RERERMNcVxVyGhoacPz4cezfvx+HDx/WuqmWsbExAgMDsWDBAjz88MN8ij1EMfgTERERDVPaauJ7eXlhwoQJiImJQUpKClJSUrTW2Tc2NkZwcDAWLFiAhx56iBV2hgEGfyIiIqJhKjo6Gvn5+QDay5EXFBTgyJEj+Otf/4qWlhaN/iNGjMC8efMQHByM5cuX9+uO9TTwGPyJiIiIhqHS0lJcuXIF165dQ05ODq5du4bW1laNfiNGjMDChQuxZMkSzJgxAyYmJjoYLQ0EBn8iIiKiYeTq1avYtm0bjh8/jvz8fK1h39TUFIGBgbj//vvx4IMPwsbGRgcjpYHG4K+HJBKJ+N9tbW0wMDDQ4WiItLt5D4Sbf2aJiEhTVVUVDh8+jNjYWBw7dgzNzc0afczMzODt7Q1vb2+4ubnh2Wef5bx9PcPgr4ckEgmMjIzQ0tKChoYG1tylQamhoQFAe9k4Bn8iInUqlQpJSUk4dOgQ8vPzER8frzXsm5ubw9vbGz4+PnBxcYGBgQEkEglkMhlDvx5i8NdT1tbWqKioQEVFBSwtLRmsaFARBAEVFRUA2n9WiYio/a7+uXPnEBMTg3PnzqGwsBCCIGj0c3Z2xrhx4zB79mzMnTsXBw4cUKvqI5PJEBkZOYAjp8GCwV9P2djYoKKiArW1tSgsLISdnR3MzMw47Yd0qq2tDQ0NDeLPJgDOOyUivXbjxg2cPXsWe/fuxYULF1BcXKw17Lu4uGDx4sVYsmQJJkyYoPb7PCoqqss6/qQ/GPz1lLm5Odzd3VFUVITa2loxZBENJu7u7jA3N9f1MIiIBlRdXR0OHTqE/fv3IzU1tdOwb21tjSlTpuChhx7CvHnzurx5J5VKGfiJwV+fjRgxAsbGxqiqqkJNTY3Wer5EA83IyAjW1tawsbFh6CcivVJaWoqDBw+KU3m0hX0bGxtMmzYNkZGRmDt3Lp/UU48w+Os5c3NzmJubw8XFBYIgaP1HhmigSCQSrjchIr3Q2tqK3NxcnD59GiqVCnFxcTh79qzW38N2dnaYMWMGHnroIcycOZNhn3qNwZ9EDF1ERET9p6mpCVevXkViYiIOHz6My5cvo7S0VGtfd3d3TJo0CY888gimTp3K38/UJxj8iYiIiPpJfX09Ll++jFOnTuGXX37B1atXUVZWprWvn58flixZgsWLFyMwMJBhn/ocgz8RERFRH2pra8OFCxdw8uRJxMfHIycnBwqFQmtfFxcXzJs3D2vXroW/v/8Aj5T0DYM/ERERUQ91Vh4zNzcX+/fvx9atWzudxuPm5oZ58+Zh5cqVCAoKGqghEzH4ExEREXWXSqVCdHS02oZYJiYmMDY2xs8//4z09HSt53l6emL+/PlYtWoVRo0aNUCjJVLH4E9ERETUTd988w2KiopQUVGBnJwc5OTkiDuN38rLywuLFi3CQw89BF9f3wEeKZEmBn8iIiKiLtTX1yMtLQ0HDhzA+fPnkZOTg8rKSq19w8PDsWTJEixatAgjR44c2IES3QaDPxEREdEtWltbceXKFRw8eBC//PILsrOzUVVVpbWvs7MzvL298Yc//AGzZs0a4JESdR+DPxEREdH/JwgC0tLSsHHjRpw9exbV1dVa+7m4uMDb2xve3t6wsrICAC7UpUGPwZ+IiIj0WmtrK1JTUxEbG4vY2Fjk5+dr7efv7w8fHx84ODjAwsJCbJdIJJDJZGrVfYgGIwZ/IiIi0juNjY346aefsGfPHqSlpWldoCuRSMRNtVauXAlXV1etVX1kMhkiIyMHcPREvcPgT0RERHqhpaUFsbGxiI6Oxrlz51BbW6vRx9DQENOmTcOSJUswd+5cODs7qx23sLBAVFRUp3X8iQYzBn8iIiIatlpbW3H48GF89913SExM1Br2JRIJwsLC8Mgjj2DBggWwt7e/7XWlUikDPw05DP5EREQ0rLS2tiI+Ph5ff/01Tp48qTXsGxgYYOTIkZg5cyZWrlyJ4OBgSCQSHYyWaOAw+BMREdGQ19LSgsTERMTGxuLgwYO4ceOGRh8DAwN4enpi6tSpWLFiBcaPHw8jI0Yh0h/8aSciIqIhqbm5GQkJCdi1axdOnDgBpVKp0cfQ0BAeHh4YN24cli1bhsmTJ8PS0lIHoyXSPQZ/IiIiGjKampqQkJCAH3/8EYcPH9Y6jcfMzAyzZ8/G2LFj4eXlhcmTJ8PJyUkHoyUaXBj8iYiIaFBrbGzEiRMnEBMTg59//hl1dXUafUxMTDBv3jwsXrwYc+bM4V19Ii0Y/ImIiGjQaWhoQHx8PPbt29dp2DcyMoJMJoO3tzfmzJmD1atXc4EuURcY/ImIiEinOmriW1hYIC0tDbGxsZ1O4zE2NoZMJoOPjw9CQ0MxYcIEjBkzBjY2NjoYOdHQwuBPREREOqFSqbBz506cPHkSOTk5uHbtGlpaWjT6GRsbw8vLCz4+Phg1ahTCwsIQGhoKV1dX3uEn6gEGfyIiIhpQdXV1OHr0KD7++GNkZmZqDfs2NjaYMWMGWltbMXLkSAQGBiI0NBR+fn4wNDTUwaiJhj4GfyIiIup3tbW1OHLkCPbv349ffvkFjY2NGn1MTU3FO/t///vf4erqikuXLmH06NEwNzfXwaiJhhcGfyIiIuoX1dXVOHz4MGJjY3Hs2DE0NTVp9DEzMxPDvpubGwwMDAAANTU1cHNzQ2ho6EAPm2jYYvAnIiKiPlNVVYWff/4ZsbGxOH78OJqbmzX6mJubi2Hf1dVVDPs3s7e3H4jhEukVBn8iIiK6IxUVFTh06BD279+PEydOdBr2vb294ePjAxcXFzg6OqKlpQU1NTUQBEHsJ5FIIJPJIJVKB/ItEOkFBn8iIiLqMaVSibi4OPz00084ffo0WltbNfp0BHxvb284Oztj5MiR8Pf3h7+/PxwdHVFfX4/o6Gjk5eWJ58hkMkRGRg7gOyHSHwz+RERE1C03btzAwYMHsWfPHpw7dw5tbW0afdzc3LB48WIsXrwY48ePx/HjxzFixAiMHj0a1tbWan0tLCwQFRUl1vG3t7fnnX6ifsTgT0RERJ0qKytDbGws9uzZgwsXLqhNy+lgZWUFHx8fPProo1i+fLnanP277777tq8hlUoZ+IkGAIM/ERERqbl+/ToOHDiAn376qdOwb21tDR8fH/j4+MDX1xcBAQEYN26c1oW6RDQ4MPgTERERioqKcPDgQezfvx/nz5/XGvZHjBghhv3g4GAEBgbC398fzs7O3EGXaAhg8CciItJThYWFiI6ORkxMDK5cuaK1j4ODA0aOHAlfX1+MHz8eAQEB8Pf3h42NzQCPlojuFIM/ERGRHsnPz8e3336L2NhY5OTkaO0zevRoLFmyBIsXL0ZLSwsEQcCoUaNgZmY2wKMlor7UL8G/trYWKpUKZmZmsLa2HvKP/x588EFUVVVptL/22muYPn36bc+/fPkyPvjgA1y5cgWtra2QyWT4/e9/j/Dw8P4YLhER6TFtFXKuXr2KnTt3Ii4uDteuXdN6nr29PSIiIvDcc89h9OjRAzlkIhogfRL8S0pKxB36MjMzUVtbKx4zMTGBr68vJk+ejIULF2Ls2LF98ZIDJi8vDykpKVqPeXh43Pb85ORkrF27Fvfccw/27dsHIyMjvPvuu1i1ahX++9//Yvbs2X08YiIi0kcqlUqtJn5lZSWUSiXS09NRXFys9RwHBwd4e3tj4sSJmDZtGoKCguDi4jKAoyaigSQRtK3e6abi4mK89957iIuLQ0tLy+1fTCLBhAkT8OqrryIwMLC3LzugfvzxR2RkZOAvf/lLj89tbm7GvHnzUFNTg19//RVWVlYAgNbWVsyfPx9VVVU4evQoRowY0SdjXbZsGeRyOYKDg7F79+4+uSYREQ0N27dvR0pKCnJycpCTkwOlUqm1n6OjI3x8fDB9+nRMnz4d/v7+sLe3H+DRElFf6Un+6/Ud/507d2Ljxo0YNWoUnnjiCQQFBcHLywsODg6wsLCAiYkJmpub0djYiBs3bqCoqAjp6ek4fvw4IiMj8dxzz2HdunW9ffkBc/78eURERPTq3NjYWBQXF2PJkiVi6AcAQ0NDzJ8/H1988QW+/fZbPPnkk301XCIi0iNtbW1ISEjA119/jYSEBFRUVGjtJ5VK4efnh9mzZ2PatGkYPXo0LCwsBni0RKRrvQr+b7zxBrKzs/HNN990eefexMQEJiYmsLa2hre3N2bMmIEnnngCGRkZ+Pvf/46SkhK89tprvR78QLhw4QLCwsKQlZUFX19fGBl1/48sPj4eABAcHKxxLCQkROzD4E9ERN3V0tKCX375BT/88AMSExM7vbPv5OQEHx8feHt7Y9GiRYiIiICxsfEAj5aIBpMeB/+3334b9vb2eOONN3r9ooGBgfjmm2/w9ttvY9OmTXj66ad7fa3+VF5ejry8PPz1r38F0L61+LRp0/D4449j3Lhxtz0/LS0NALTOl+xou3TpUh+OmIiIhqOGhgb8/PPP2LNnD86dO4fKykqt/ZydncWwf/OT5jFjxjD0E1HPgv/Ro0fh4ODQJ1N0JBIJ1q9fj02bNuHcuXOYOHHiHV+zPzzyyCNQKpUoKSlBeno6jhw5gqNHj2L9+vVYu3Ztl+d23IXRNoe/o62pqQm1tbVq/0ATEREJgoCLFy9i48aNSEpKQnV1tdZ+rq6uCA8Ph0wmQ1tbm9rGWxKJBDKZTKzuQ0T6rUfBf8KECZgzZ06fDuDpp5/u9DGlrjk4OOD1118Xv6+oqMAXX3yBL774Au+88w5mzpwJHx+fTs9XqVQAoHV6kImJifjfDP5ERCQIAtra2nDx4kXExsYiNjYWBQUFGv0kEglcXV0xefJk3H///Zg6dSqsrKw0qvoAgEwmQ2Rk5AC+CyIazHoU/Dt26fvnP/+Jn3/+GRs3bsTkyZPR3NwMiUTSo/nvN+uvagIHDhxAampqj8974YUXtL4XOzs7vPTSS2hpacG2bdtw+PDhLufnm5qaQqVSaa141NzcLP43N0QhItJPbW1tyMvLw8GDB3Ho0CHk5+dDoVBo9JNIJPDw8MD06dPxwAMPYMKECWo3kID26ahRUVFa6/gTEQG9XNy7d+9eVFdXIyEhAZMnT0ZhYSGWLVuG8ePHY9KkSZgyZQpCQkJgYGDQ1+Ptkfj4eOzZs6fH5z333HNdfoh55JFHsG3bNpSUlHR5HScnJ+Tl5Wl9PNux14GFhQW3PSci0iNNTU24cuUKDh48iGPHjuHKlSuoq6vT6GdoaIgZM2Zg3rx5CA0NRWhoaLd+r0qlUgZ+ItKqV8F/w4YNOHXqFKKiogC0P0psbm7GyZMnkZCQAKA90E6YMAGTJk3C5MmTERwcPOA7+L711lt46623+vy6rq6uAHDbwO7v74+8vDytHxA62gICAob8zsZERNS12tpapKen4+eff8bJkyeRk5MjTge9mYGBAWbOnIl7770X8+bNY319IupTvQr+s2bNwqxZs8TvDQwMEBoaisjISBQWFiI5ORnJyck4fvw4jh8/DolEAisrK0yYMAHTp0/HrFmz4Onp2WdvYqB11EnuKMnZmYiICPz888+Qy+Uaxzoq/tx99919P0AiIhoUWlpa8N577+Hw4cPIzc1FfX29Rh8DAwOMHj0a8+bNwyOPPDKkfz8S0eDW6w28bjVnzhwsXbpU/L61tRVyuRznzp3D2bNnceHCBRw7dgzHjh3Dv/71L4wbNw7r1q0b1ME3NzcXNjY2GndcfvrpJ/j4+GD27NliW2JiIt59910sWbJErPazZMkSvPfeezh+/LjaAt6WlhYcPHgQlpaWWL58+YC9HyIi6j9tbW1obm6GoaEhTp06hf379yMuLg7l5eUafQ0NDREUFISFCxfikUce4dQcIhoQfRb8H3jgAbXvDQ0NMXbsWIwdOxaPP/44BEFARkYGzp07h8TERJw/fx5PP/00Fi5ciLfffnvQ1RdWqVS49957YWhoiKioKCxYsACtra04cuQI4uLi8Pnnn8PQ0FDsv3XrVqSmpiI7O1sM/ubm5njrrbfwzDPP4PXXX8e///1vGBkZ4d1330VxcTE2btzIx7hERENYc3MzcnJyIJfLcfToUdy4cQNyuVzrDrpGRkYYM2YM7rvvPqxYsQK2trYDP2Ai0mt9FvxvN99dIpEgKCgIQUFBiIqKQktLCxISErB9+3Z88MEHePHFF/tqKH3CwsICy5Ytw6FDh7BlyxZER0fDx8cH99xzD2JiYjQq8cyaNQtnz57FwoULNdp37NiBjz/+GPPnzxcrM2zZsgVTp04dyLdEREQ9pK1CTl1dHS5fvgy5XI74+HhcuXIF+fn5aGxs1DjfzMwMc+bMwYwZM7Bs2TKWbiYinZIIN+/0cRuJiYkICgrq0yo0SqUSS5cuRXx8fJ9dU18tW7YMcrkcwcHB2L17t66HQ0Q0ZGmriW9nZwdjY2OcO3cOOTk5yM/PR1NTk8a55ubmmDt3LhYvXozZs2fDwsJiAEdORPqmJ/mvR3f8/f398eKLL2LDhg198ojyp59+wo4dO1jHnoiIBpXo6Gjk5+cDaF+XVVhYiF9++QX5+flq+7B0MDU1xbRp0xAZGYl58+bB3Nx8oIdMRHRbPQr+9vb2eOKJJ7Bq1Sps2LABgYGBvX7hpKQkvPrqq2hra+tyEywiIqKB0tjYiOrqavFOf0ZGBk6fPq017JuZmSEiIgIPPvgg7r77bt7EIqJBr8dz/CdOnIgXX3wRa9aswf333481a9Zg5MiR3T4/JSUFX331FeLj47Fp0yZMnjyZd0aIiEhnbty4gbS0NKSnp8PMzAzTp08Xj124cEEt9JuYmGDatGlYu3YtZs6cCVNTU10MmYioV3q1uPeuu+7C9u3b8X//93/YuXMnvLy8EBQUBE9PTzg4OMDMzAxGRkZoampCXV0dysrKkJubi9TUVFRUVCA8PBzfffcdfH19+/r9EBER3VZ5eTnkcjnkcjnKysrUjt1cZS40NBRZWVlwdHSEt7c33N3d8fvf/57lN4loSOp1VZ+goCDs3r0b33//PbZt24bY2FgA0LoLbcf64fDwcLzxxhuYN29eb1+WiIioV5RKJeRyOdLT03H9+vVO+9XU1MDLywv5+fkICQkRN2uUSCSQyWQM/UQ0ZN1ROU9jY2OsWrUKq1atQmpqKs6fP48rV65AqVSisbERFhYWcHFxQUBAAGbMmAFXV9e+GjcREVG3lJSUYN++fSgpKem0j6urK4KCghAcHAw7OzuMGjVKo6qPTCZDZGTkAIyYiKh/9Fkd/zFjxmDMmDF9dTkiIqI+YWVlpTX0Ozs7Izg4GEFBQXBwcFA7ZmFhgaioKK11/ImIhqo+C/5ERES6UlVVhfT0dFy5cgWPPPIIjIz+9+vN2toaMpkM+fn5cHJyEu/sOzo63va6UqmUgZ+Ihg0GfyIiGpKqq6uRnp6O9PR0FBQUiO1Xr15FQECAWt+5c+fCxMSEIZ6I9BqDPxERDRk1NTXIyMiAXC7HtWvXtPaRy+Uawd/d3X0ghkdENKjpNPgfPXoUc+bM0eUQiIhokGttbcWFCxcgl8vF3XS1sbOzQ3BwsFiFh4iI1PV58D9+/DgaGxtv26+trQ27du1i8Ccioi4ZGBggISEBVVVVGsdsbW0RHByM4OBguLi4aC0pTURE7fo8+B8+fBg//vgjgP/V7+8M/4EmIqIOKpUKmZmZkMlkalV2JBIJgoODcerUKQCAjY2NGPZdXV35u4SIqJv6PPg/+eSTKCsrw6OPPgpDQ8NO+zU2NuKzzz7r65cnIqJB7NbymPX19cjMzIRcLkdubi7a2towY8YMjafBY8aMQVtbG4KDg+Hu7s6wT0TUC30e/D09PbFixQpMnTr1tn1bW1v7+uWJiGgQUqlUGhtimZubo6GhQePpcHp6OmbPnq0W7l1cXODi4jJQwyUiGpYMenNSV1udA+j2vP277rqrNy9PRERDzPfff6+xMLe+vl4j9FtZWcHPzw8tLS0DOTwiIr3Qqzv+d911F+zs7BAUFISgoCBMmzZN7Q4/H8ESEVEHhULRaelNoP3Of8ec/ZEjR8LAoFf3pIiI6DZ6PdWnoqIChYWFmDlzJpydnftyTERENESVl5ejqakJrq6uYptSqezynHvvvReBgYH9PTQiIr3X6+A/bdo0bN68GSYmJrft+/bbb2PNmjVqvwiIiGjoEwQB169fR0ZGBjIzM6FQKODt7Y01a9aIfezt7bu8hqOjY38Pk4iIcAfB/9VXX+1W6AeAtWvX4pVXXsH7778PGxub3r4kERENAm1tbSgoKEBmZiYyMzNRWVmpdjwvLw8qlQoWFhYAAKlUCi8vL+Tn56vN6ZdIJJDJZJBKpQM5fCIivdWr4G9ubg4/P79u93d2dsbvfvc7vPbaa/jwww9785JERKRDLS0tyM3NRWZmJrKyslBXV9dpXycnJ1RXV4vBHwAiIyM1qvrIZDJERkb257CJiOgmvQr+XdXn78ykSZPw1Vdf4cKFCxg3blxvXpaIiHTk/Pnz+Pnnnzs97unpiYCAAAQEBGid2mNhYYGoqCiNOv5ERDRwehX8rayskJ+fD5lM1qPzFi5ciN27dzP4ExENUiqVCgqFQuPf94CAALXgb2BgAC8vLzHsW1tbd+v6UqmUgZ+ISEd6FfyDg4Oxb98+PPvssz06z9vbm1N9iIgGmerqanG+fl5eHkxNTfHiiy+qPd21tbWFp6cnLC0tERAQgNGjR8Pc3FyHoyYiop7qVfCfPXs2/vWvfyEyMrJHpTzNzc1RWlram5ckIqI+VF5eLlbiKSoqUjvW0NCA/Px8+Pj4qLU/+uij3KeFiGgI61XwX7x4Md5//3089dRT+Prrr9UWcHWlsLCQvzSIiHSgo+xmZmYmMjIyoFAoOu1rZWWldfEu//0mIhraehX8zczM8OKLL2L9+vV4+OGHsWnTJri7u9/2vP3798PDw6M3L0lERHegqKgIW7Zs6fS4nZ0dAgICEBgYCA8PD4Z8IqJhqNd1/JcuXYqUlBR89913uPfee7Fy5UqsWbOm00VbO3bsQExMDNauXdvblyQioptoq5DT2tqKa9euwdvbW62vu7s7LC0t1e7kOzs7i2HfycmJYZ+IaJjrdfAHgNdeew2lpaU4duwYvvjiC2zZsgX+/v4YO3YspFIpTExMUFZWhoSEBHHB2KpVq/pq7EREekmlUmnUxJdKpXBwcEBubi4aGxvx9NNPq92IkUgkCAgIQFlZWZdlN4mIaPi6o+BvaGiITz75BJ9++in++9//oqWlRawMcTNBECCRSPDGG290a0oQERF1Ljo6Gvn5+WptCoVCbd5+ZmamxhPYxYsX864+EZEeM+iLizz55JPYvXs3Fi9eDFNTUwiCoPbl6+uLzZs3Y+nSpX3xckREeqm+vh7x8fHIy8uDIAid9jMyMkJjY6NGO0M/EZF+u6M7/jcbPXo03n33XTQ2NiIzMxMKhQJGRkYYOXKkRkk4IiLqmebmZrz//vtobm7ust/06dMxa9YsGBsbD9DIiIhoqOiz4N/B1NQUoaGhfX1ZIiK9UV9fDyMjI7XwbmxsDC8vL1y5cqXLc0NDQxn6iYhIqz4P/kRE1HMqlQqZmZlIT09Hbm4u7rvvPo2bKEFBQSguLoaBgQFqa2vVpvtIJBLIZLJOK6sREREx+BMR6citYb+trU08lp6erhH8x4wZg7Fjx6KhoUGjqo9MJkNkZORADZ2IiIYgBn8iogF0c9jPycnpdJFuaWkpWltbYWhoKLZ1/LeFhQWioqK01vEnIiLqDIM/EdEAiY2NRVJSUqdh38rKCoGBgQgKCsLIkSNhYNB14TWpVMrAT0RE3cbgT0TUDzr2L7mZpaWlRujvCPvBwcHw9PS8bdgnIiLqLQZ/IqI+UldXJ07jcXJywvz589WOBwcH4/jx4wz7RESkEwz+RER34Oawn5ubK97RVygUmDdvntpdf6lUiscffxzu7u7cTIuIiAYcgz8RUQ/V1dUhIyMD6enpne6iW1NTg4KCAowcOVKt3cPDY6CGSUREpIbBn4iom/Ly8hAfH99p2AcAa2trtWk8REREgwWDPxER0K3SmM3NzcjNzdVot7a2RlBQEIKCguDp6clpPERENCgx+BORXlOpVBqbYdnb20Mmk+G+++5T6+vj4wMzMzM0NDQw7BMR0ZDD4E9Eei06Ohr5+flqbUqlEkqlErNmzYKNjY3YbmhoiEWLFsHW1hYeHh4M+0RENKSwhhwR6aXa2locPXq0y/n6Z8+e1WgbM2YM7/ATEdGQxDv+XXjllVeQnJzcZZ/t27fD2dm5yz51dXWIjIxEW1ubxrGPPvoIfn5+dzROIuqehoYGXLp0Cenp6Rp3+bUZMWLEAIyKiIhoYDD4d6K5uRlxcXFQqVSd9nF3d4eTk9Ntr5WSkoLs7GyNdkNDQ1b9IBpALS0tOHjwYLf7+/j49ONoiIiIBhaDfycuXrwIX19fbN68GY6OjhrHFyxYgMWLF3frcX9SUhJeeeUVrF27th9GSkS3qqmpQUZGBsLDw2FsbCy2W1lZQSaTiXf7bWxsIAgCampq1Kb7SCQSyGSyTqv7EBERDUUM/p24ceMGXn75Za2h/9SpU8jLy8PSpUu7da3z58/jxRdf7OMREtHNqqurxU21rl27BuB/NfVvNn78eLi5uSEoKAju7u6or6/XqOojk8kQGRk5kMMnIiLqdwz+nViwYEGnx7755htMmjSpW9N0WlpakJqairKyMmRnZ8Pb2xsGBlxTTdQXqqurkZ6ejvT0dBQUFGgcT09P1wj+Y8aMwZgxY8TvLSwsEBUV1a06/kREREMZg38PXb9+Hb/88gv+/e9/d6t/eno6VCoVnnnmGQDtUwvuuusurFu3DqNHj+7PoRINS1VVVWLYLyws7LSfra2t1id2nZFKpQz8REQ0rDH499B3330HMzMzzJ8/v1v9rays8OCDD6KyshIFBQXIyspCTEwMDhw4gA0bNmDhwoX9PGKi4UMQBGzfvh0VFRVaj9vZ2Ymbarm6urLkJhER0U0Y/HugubkZ0dHRWLRoEczNzbt1jo+PD/7+97+L35eWluL999/Hnj178Je//AVTp06Fra1tP42YaOiqrKyEoaEhrK2txTaJRILAwECcOnVKbOsI+8HBwXBxcWHYJyIi6sSwDv4HDhxAampqj8974YUXYGSk+Udz6NAh3LhxA8uWLev1mJydnfHWW2+hrq4Ohw4dwsmTJ7FkyZJeX49oOKmsrBSn8RQVFWH69Om455571PoEBQUhMzNTvLPPsE9ERNQ9wzr4x8fHY8+ePT0+77nnntMa/Hfu3AkvLy+MGzfujsf28MMP49ChQygpKbnjaxENZZWVlZDL5UhPT0dxcbHasfT0dMyZM0ct2Lu5ueHZZ59l2CciIuqhYR3833rrLbz11lt9cq2srCwkJSXhhRde6JPrubq6Amhf7EukbyoqKsQ7+7eG/ZtJJBKoVCpYWlqqtREREVHPDevg35d27twJQ0ND3H///X1yPaVSCQAICQnpk+sRDSZdlcY8cuQIEhISOj3XwcFBnLPv5OTEoE9ERNRHGPy7oba2Fvv27cP06dPh7OystU9iYiLeffddLFmyRG2H3qysLLi7u8PKykqtf0xMDKZNm4agoKD+HDrRgFKpVBqbYXl5eSEyMhIWFhYA/ve062aOjo7inH2GfSIiov7B4N8Ne/bsgUql6nJR79atW5Gamors7Gwx+Ofl5eG+++6DjY0N1q1bh1mzZkGlUiEmJgapqanYsmXLAL0DooERHR2N/Px8tbb8/HxER0cjKioKADBq1CgYGRnB1tZWvLMvlUoZ9omIiPoZg383fPvtt7C1tcWcOXM67TNr1iycPXtWrS6/s7Mz5s+fj8TERHz44YfYsWMH/P39MX/+fPzlL3/RuoCYaCgqLy/HuXPn1O70dxAEAXl5eVAoFJBKpTAxMcHvf/97jBgxYuAHSkREpMeYPLvhwIEDt+2zcuVKrFy5Uq3N3NwcH374YX8Ni0inysvLxWo8paWlt+2vVCrF+f4M/URERAOPwZ+IeqSwsBD79+/vVti/mb29fT+NiIiIiLrDQNcDIKKhxcrKSmvod3Jygq2trcZcfYlEAi8vL43qPkRERDSweMefiDQoFAqkp6cjJycHa9asgaGhoXjM1tYWbm5uKC4uhrOzs1iNx9HRUWtVH5lMhsjISB28CyIiIroZgz8RAWgP+x1z9hUKhdiem5sLPz8/tb4LFy6Eubk5HBwc1NotLCwQFRXVZR1/IiIi0g0GfyI9VlZWJu6ge3PYv1l6erpG8Pfw8OjyulKplIGfiIhokGHwJ9Izzc3NOHnyJNLT03Hjxo1O+7m4uIh19omIiGjoY/An0jOGhoZISkpCXV2dxjFXV1dxzj6r8BAREQ0vDP5Ew5AgCCgrK4NcLkdYWJhaiDcwMEBgYCDOnz8P4H9hPzg4GHZ2droaMhEREfUzBn+iYUIQBJSWlopz9svLywEARkZGmDlzplrf8PBw2NraIigoiGGfiIhITzD4Ew1hHWG/oxqPUqnU6JOenq4R/N3c3ODm5jZQwyQiIqJBgMGfaAi4tTzm9evXuwz7Hdzd3REUFIS2tjYYGHC/PiIiIn3G4E80iGnbEMvLywsGBgbIycnReo6Hh4e4QNfGxmaARkpERESDHYM/0SAlCAJ27tyJkpIStfb8/HyNjbMY9omIiOh2GPyJBpkbN24gLS0NFy9eRGVlpcZxQRBw48YNuLq6YsyYMQz7RERE1C0M/kSDQGVlJdLS0iCXy3H9+vVunTNr1iz4+/v388iIiIhouGDwJ9KRmpoayOVyyOVyFBYW9vh8brBFREREPcHgT6QDFy5cwL59+zo97uzsjJCQEGRmZqK4uBiCIIjHJBIJZDIZpFLpQAyViIiIhgkGf6J+pq2UpoeHh0Y/BwcHhISEICQkBI6OjgCAcePGaVT1kclkiIyM7NcxExER0fDD4E/UD5qamnD58mWkpaWhrKwMv//97yGRSMTjTk5OcHJyQlNTE4KDgxESEgJnZ2e1PgBgYWGBqKgojTr+RERERD3F4E/UR1paWnDlyhXI5XJcvnwZzc3N4rGCggKMHDlSrf/q1athaWmpEfa1kUqlDPxERER0Rxj8ie5Aa2srcnJyIJfLkZmZicbGRq39MjIyNIK/lZXVQAyRiIiICACDP1GvqFQqHD16FBkZGaivr9fax9TUFIGBgQgJCYG3t/cAj5CIiIhIHYM/US+YmJhALpdr3OE3NjaGv78/QkJC4OvrCyMj/hUjIiKiwYGphKgTgiDg+vXrSEtLw+TJkzFixAjxmJGREQIDA5GSkgJDQ0OMHj0awcHBGD16NIyNjXU4aiIiIiLtGPyJbqFQKJCWloa0tDQolUoAgLW1NaZMmaLWb+LEifDy8kJAQABMTU11MVQiIiKibmPwJ72jrTSmUqmEXC4Xy2/eKi0tTSP4u7m5wc3NbUDGTERERHSnGPxJb6hUKo3NsOzs7GBiYoLS0tJOz/P09ERwcDAEQehW6U0iIiKiwYjBn/RGdHQ08vPz1doqKiq09nV1dUVISAiCg4NhY2MzEMMjIiIi6lcM/jTstbW1oaioSO1OvzZSqVQM+w4ODgMzOCIiIqIBwuBPw1Z5eTlSUlJw8eJFODo6dtl3wYIFmDx58gCNjIiIiGjgMfjTsNLY2Ij09HQkJyejoKBAbO9sk60OPj4+/T00IiIiIp1i8KchTxAEXLt2DSkpKZDL5Whubtbo09bWBmdnZ5SVlUEQBLFdIpFAJpOJ1X2IiIiIhisGfxqyamtrceHCBaSkpHS6SNfJyQlhYWEYO3YsJBKJRlUfmUyGyMjIARoxERERke4w+NOQpVQqcezYMY12MzMzhISEIDw8HK6urmolOKOiorTW8SciIiIa7hj8adATBAEKhQJOTk5q7Z6ennBwcEB5eTkAwNfXF2FhYQgICICRUec/2lKplIGfiIiI9A6DPw1adXV1uHTpElJSUlBWVoYnn3wSLi4u4nGJRIJp06ahtrYWoaGhrLdPRERE1AUGfxpU2tracOXKFaSkpODy5ctoa2sTj6WkpGDBggVq/ceNGzfQQyQiIiIakhj8aVBQKBRITk7GpUuXUFdXp7VPZWXlwA6KiIiIaBhh8CedSk5ORlJSEoqKirQet7a2RmhoKMLCwribLhEREdEdYPAnnbp69apG6Dc0NIS/vz/CwsLg6+sLAwMDHY2OiIiIaPhg8KcBUVFRgcbGRrXFuQAQFhaG9PR0AICLiwvCwsIwZswYWFhY6GKYRERERMMWgz/1m+bmZmRkZCA5ORl5eXnw8vJCVFSUWh9fX1/MmDEDwcHBGh8KiIiIiKjvMPjTHbl1MyxBEFBUVITk5GTI5XI0NjaKffPy8lBRUQE7OzuxzcDAAHPmzNHF0ImIiIj0CoM/9YpKpUJ0dDTy8vLENjs7O0gkEiiVSq3nODg4oKamRi34ExEREdHAYPCnXomOjkZ+fr5aW0VFhUY/ExMTBAcHIzw8HB4eHpBIJAM1RCIiIiK6CYM/9ZhCoVC706+Nl5cXwsLCEBgYCBMTk4EZGBERERF1isGfeqyzqTwdlixZgvHjxw/QaIiIiIioO/Qy+BcXF+PEiROIj4/HqVOnsHnzZkyePFlr3+bmZuzcuRM//vgjGhoaYGRkhEWLFmHdunUwNzfv1uupVCp89tlnOHz4MJqammBqaorIyEisXLkSRkZD7/8Ce3v7Lo+PHDlygEZCRERERN019FLnHfrjH/8IpVIJKysr/Prrr2hra+u0b1tbG/70pz/h5MmT2LJlC8aNG4fs7GxERUXh7Nmz+OKLL2Bqatrl6zU0NOCxxx5DUVERtm3bBl9fXyQlJWHdunW4ePEiNm7cOOQ2qJJKpfDy8kJ+fj4EQRDbJRIJZDIZpFKpDkdHRERERNoMrcTZBz744AN89dVX+OSTTzBmzJgu++7atQuHDh3C448/jnHjxgForzv/pz/9CWfPnsXnn39+29f7+OOPkZycjD/96U/w9fUFAIwfPx6PPfYYYmNjERMTc+dvSgciIyMhk8nU2mQyGSIjI3U0IiIiIiLqit4F/5vd7m79F198AQBYvHixWvu8efNgaGiIrVu3qtWpv5VKpcLOnTthZGSE+fPnqx1btGgRAGDz5s29GbrOWVhYICoqCk8//TQeeughPP3004iKiuKOu0RERESDlF4H/67k5OSgoKAAlpaW8PLyUjtmZWUFb29v1NbW4sKFC51eIykpCXV1dfDx8dEIxB1teXl5KCgo6I+3MCCkUin8/f05vYeIiIhokGPw70RaWhoAwMXFRWvteRcXFwDApUuXunWNW0kkEjg5OQEALl68eMfjJSIiIiLqCoN/JzpKVo4YMULr8Y52bZtWdfcaNjY2t70GEREREVFfYPDvhEqlAoBOy20aGxsDAGpqavr1GkREREREfWHIlfM8cOAAUlNTe3zeCy+80KOa+WZmZgCAlpYWrcc72ruq5d8X1+iJwsJCAEB2djaWLVvWJ9ckIiIiosErOzsbwP9yYFeGXPCPj4/Hnj17enzec88916Pg3zH/vrq6Wuvx2tpaAICrq2u/XqMnOioMNTQ0QC6X98k1iYiIiGjw66rSZIchF/zfeustvPXWW/3+OqNHjwYAXL9+HYIgaCzwLSkpAQAEBgbe9hodfW8mCEK3rtET9vb2UCqVMDU1hYeHR59ck4iIiIgGr8LCQjQ2NsLe3v62fYdc8B8oo0ePhqurK0pKSpCbmwsfHx/xWF1dHXJycmBlZYUJEyZ0eo1JkybBzMwMubm5qKurg6WlpXiso83Ly0tjI6zeOnbsWJ9ch4iIiIiGH71e3Nsxx761tVXr8dWrVwMAYmNj1drj4uLQ0tKClStXwsTEBED7tJ3f/e53eOqpp1BXVwcAsLS0xAMPPICWlhb8/PPPatfYv38/AOCxxx7ruzdERERERNQJvQ3+58+fR0ZGBgDgxx9/1FpZJyoqCpMmTcKXX36JpKQkAO0LKN5//32EhITgmWeeEfueOHECx44dwy+//IITJ06I7X/605/g6+uL9957T1x8cf78eWzduhV33303VqxY0Z9vk4iIiIgIACARBEHQ9SAG0iuvvIJDhw6JC2s7GBoawt7eHl9++aU4Nx8Ampqa8Mknn2D//v1oa2uDRCLB3Llz8fvf/15tN97CwkKsWrUKRkZG+Prrr9U27aqursaHH36IX375BRKJBEZGRvjNb36DdevW9WjBMRERERFRb+ld8CciIiIi0kd6O9WHiIiIiEifMPgTEREREekBBn8iIiIiIj3A4E9EREREpAcY/ImIiIiI9ACDPxERERGRHmDwJyIiIiLSAwz+RERERER6gMGfiIiIiEgPMPgTEREREekBBn8iIiIiIj3A4E9EREREpAcY/ImIiIiI9ACDPxERERGRHmDwJyIiIiLSAwz+RERERER6gMGfiIiIiEgPMPgTEREREekBBn8iIiIiIj3A4E9EREREpAcY/ImIiIiI9ACDPxERERGRHmDwJyIiIiLSAwz+RERERER6gMGfiIiIiEgPMPgTEREREekBBn8iIiIiIj3A4E9EREREpAcY/ImIiIiI9ACDPxERERGRHjDS9QCo79x9991QKpUwNTWFh4eHrodDRERERP2ssLAQjY2NsLe3x7Fjx7rsy+A/jCiVSjQ0NKChoQFVVVW6Hg4RERERDRClUnnbPgz+w4ipqSkaGhpgZmYGX19fXQ+HiIiIiPpZdnY2GhoaYGpqetu+DP7DiIeHB6qqquDr64vdu3frejhERERE1M+WLVsGuVzerWneXNxLRERERKQHGPyJiIiIiPQAgz8RERERkR7gHH+6IwqFAkqlEvb29pBKpboeDhERERF1gsGfekWlUiE6Ohp5eXlim5eXFyIjI2FhYaG7gRERERGRVpzqQ70SHR2N/Px8tbb8/HxER0fraERERERE1BXe8aceUygUanf6OwiCgLy8PCgUCk77ISKiQUUQBAiCoOthEGklkUggkUj6/XUY/KnHbrcznFKpZPAnIiKdq6+vR1VVFWpqatDS0qLr4RB1ycjICNbW1rCxsYG5uXn/vEa/XJWGNXt7+y6PGxnxx4qIiHSruroaRUVFuh4GUbe1tLSgoqICFRUVcHd3x4gRI/r8NZjQqMekUim8vLyQn5+v9bHp3r17sWbNGjg4OOhgdEREpO/q6+vF0G9lZQU7OzuYmZnBwIBLG2lwamtrQ0NDAyoqKlBbW4uioiIYGxv3+Z1/Bn/qlcjISI2qPh2qq6uxdetWrFmzBk5OTgM/OCIi0mtVVVUA2kO/h4fHgMydJroTBgYGsLKygqWlJQoLC1FbW4uqqioGfxocLCwsEBUVpVbHPy8vDwcOHAAA1NXVYdu2bVi9ejVcXV11PFoiItInNTU1AAA7OzuGfhpSJBIJ7OzsUFtbi5qaGri4uPTp9fnMi+6IVCqFv78/pFIpJk6ciPvvv1/8R7a+vh7bt29HQUGBjkdJRET6QhAEcSGvmZmZjkdD1HMdP7ctLS19XomKwZ/6VFhYGB544AFxHmVjYyO++uorhn8iIhoQNwclzumnoejmn1sGfxr0goODsWLFChgaGgIAbGxsblsJiIiIiIj6F4M/9Qt/f388/PDDcHJywurVq2FpaanrIRERERHpNS7upX7j6+uLJ598ko9aiYiIiAYBJjLqV9pCv1KpxKVLl3QwGiIiIiL9xTv+NKCqqqqwY8cOVFVVob6+HpMnT9b1kIiIiIj0Au/404D66aefxI1V4uLicPLkSR2PiIiIiEg/8I4/Dah7771XvOMPAEePHkVzczPuuusubrJCREREfUYQBPz000/46quvUFtbC4lEgoiICDzzzDOws7Prl2vExMTgk08+0Wj39vbW2j7QeMefBpS9vT0effRRtfKe8fHxOHToUJ/XqiUiIiL99eabb+LPf/4znnrqKRw6dAg7duzA6dOnsWrVKlRUVPTLNeLj45Gbm6vxNViqGzL404CzsbHB2rVrIZVKxbbTp08jNjaW4Z+IiIju2IkTJ7B9+3bcf//9mDt3LgDA2dkZr732Gq5evYp33nmnX66RnJyM06dPIysrS+1r48aNffsGe0lvp/rcyeOfo0ePYsOGDV32Wb16NVauXCl+n5ubi6eeekqjn0Qiwffff48RI0b07o0MUdbW1li7di2++uorXL9+HQCQlJSElpYW3HfffSwBSkRERL32+eefAwAWL16s1j5p0iQ4OjoiJiYGf/jDH+Dq6tpn1ygpKYGZmVm3pxHpgt6mqzt5/PPrr79qfYxz85evr6/aOefOndPar66uTu9CfwcLCwtERUXBw8NDbLt48SJ2796N1tZWHY6MiIiIhiqVSoWkpCQAQHBwsNoxiUSC4OBgtLa2IiEhoU+vcf78edja2uL8+fO4ceNGX72dPqWXwf9OH/+cPXsW27ZtQ0ZGhsajnOeffx7u7u4aZSqTkpLw0UcfafSPj4/vt/c5FJiZmWHVqlXw8vIS29LT01FQUKC7QREREempxMREvPbaa/jggw/wwQcfYO3atUPud3JGRgZaWlo6vfvu4uICAF3uKdSbayQlJSEpKQkrV67E9OnTsXDhQnz22Weora2907fUZ/Ryqs+dPP6pra3FggULMHXqVI1jbW1t2LVrF5YtW6ZRoSYpKQkvvfRSH76L4cPU1BSPPPIIvv/+e2RnZ+O+++5T+yBARETU1/bt24eNGzcOqlDWXVZWVnjppZewZMmSPrtma2sr3njjDVy9ehWffvopRowYgbKyMnzyySf4z3/+g3fffRcKhQL/+Mc/kJiYCGtra6xatQqPPfbYba+9fv167Nmzp8djysrK6s1bEWduWFtbaz3eMdOiqxkevblGWFgYGhoaUFFRgYyMDOTk5ODdd99FTEwMvvzySzg7O/f8zfQxvQv+3Xl0c/z4cSQkJGD58uUa51tZWeH555/Xeu1jx46huLgYS5cuVWsvKytDdXU1srKyUF9fD09Pz755M8OIsbExHnroIeTm5mLUqFG6Hg4REQ1zmzdvxtWrV3U9jF7bvHlznwb/9evX4+zZs9izZ48Yao2MjBAWFoZp06ZBEAT89a9/xYwZMzBv3jxER0fj7bffhqOjI+67774ury2VSuHt7d1nY72duro6AO3ZQpuO9pqamj69xtKlS9UyYGJiIv72t7/h6tWr2LBhw6BY4Kt3wb8nj260Bf+ufPPNN5g8ebLanHWgfc5XVVWV+KlYKpVi7ty5ePzxxzX66jMjIyOtoV8QBDQ1NcHU1FQHoyIiouHoqaeewoYNG4bsHf/f/e53fXa9vXv3Yu/evXjzzTfVym3b29vju+++A9AeYlesWIG7774bADBv3jzMnTsXsbGxtw3+L7zwAl544YU+G+/tmJmZAQCam5u1Hm9paVHr11/XmDp1KrZv344FCxaIZct1vWeR3gX/vnj8o01+fj4SEhLw9ttvaxxzdXVFZGQkKisrkZubi6tXr+Kbb77Bvn378Mknn2DixIk9fBf6QxAEHDhwAAUFBVi9evWgqYNLRERD25IlS/r0jvlQJQgCPv74Y5ibm2tMgb6ZiYmJ2jRnExMThIaG6nQRa8c6zZt9/fXXcHJyAoBOP9R1tLu5uXV67b64BtC+hnTOnDnYt28flEolHBwcuuzf3/Qu+PfF4x9tvvnmG1haWmLevHkax8LDwxEeHi5+n5ubizfffBPHjx/H+vXrERcX1+l49JkgCDh8+DDOnz8PANi2bRvWrFnT6Yc2IiIi6pns7Gzk5eVh/PjxXT5ZHz9+vEZbU1MTxowZ05/D69Lhw4e1tltYWMDQ0BD19fVQKpVqTzGA9rKbABAYGNjptf38/O74Gh3c3NwgkUgGRX7Ru+DfF49ubtXQ0IA9e/Zg0aJFMDc3v21/b29vbNq0CQ8//DAuXbqEtLQ0tQ8G9D831/O/ceMGtm7dijVr1sDW1lZ3gyIiIhomOgLsrcH2dlpbW5GWloaXX375tn3ffffdTkN6V+Li4np8DtA+qyMsLAxJSUmQy+WIiIgQjwmCgLS0NBgYGKi198c1OiiVSowePRomJia9ej99Se/KefbVo5ub7du3D1VVVVi2bFm3zzEyMsKKFSsA/O8vHamTSCSYM2cO7rrrLrGtoqICW7duRXl5ue4GRkRENExIpVIA0DplRy6Xo6ioSOt5+/btw7Jly+Dj43Pb11AoFLfd/0jb151Ys2YNACA2Nlat/cyZM1AoFFi0aJG4rhMAMjMz8dBDD6lt0NqTazQ0NCA9PV1jHNXV1Th27BjWrVt3R++nr+hd8L/10c2tevLopsO3334Lb2/vHt+17ygXamNj06Pz9IlEIsGsWbPU5vFVV1dj27ZtKCsr0+HIiIiIhr5Ro0bB398fKSkpOHXqFID28uT79u1DYmIi3N3dNc5RKBQ4ceIE/vjHP3brNd566y2NfYy683UnFixYgHvvvRd79+7FoUOHAAClpaX4xz/+AXd3d/z5z39W6//9998jOTkZX3zxhZgPe3KNTz75BL/5zW+wfPlyHDlyBFevXsWRI0ewdu1aLF++/LYLoAeK3k316ctHNwCQkpICuVzeq9XqSqUSxsbG8Pf37/G5+mbatGkwNjbGgQMHALQ/mdm2bRtWr17d5XbbRERE1DlDQ0Ns2rQJb7/9Nl588UVIpVJ4enpi+fLluPfeezX6Nzc348MPP8Rf//pXGBoa6mDE3ffOO+8gJCQE//nPf/DWW28BAKZPn47nn39eY2rT9OnTERMTg/DwcLXpxN29xsyZM3Hs2DFcvnxZ/HOcOHEiXn/9dYSGhvb/m+0mvQv+QPujm6SkJMTGxqoF/I5HN0uWLIGLiwtaW1vxyiuvoLS0FO+8847WjRe++eYbGBoa4v777+/09eRyOfz8/DQWzcTExGDp0qVwdHTsuzc3jE2cOBHGxsbYu3cvBEFAfX09tm/fjpUrV3JvBCIiol7y8PDAf//73271ff/997Fu3Tq12QrZ2dnw9fXtr+H1moGBAdauXYu1a9fetu8999yDCxcu9Poa48ePx969e3s50oGjd1N9gO4/upHL5YiJicHp06exf/9+jesolUocPHgQM2bM6HQ3toSEBCxbtgxz587Ft99+iytXruDMmTPi47HXXnutn97l8BQWFoZly5aJi34bGxvx1VdfcZ0EERFRP/vss8/Q3NyMjIwMxMXFIS4uDhs2bMC1a9d0PTTqJr284w9079GNj48P/Pz8UFlZqVa7tsMPP/yApqamLhf1+vv7Y/r06UhJScG//vUv2NvbIyQkBEuWLMGiRYv6580NcyEhITAyMsIPP/yA1tZWeHh4iIuTiIiIqO8dO3YM7733HgRBwI4dO8R2W1tbPPfcc7obGPWIRBAEQdeDoL6xbNkyyOVyBAcHY/fu3boeTr+7evUqTp8+jRUrVgyKEllERKR7bW1t4sJQf39/tbLQRENBT3+Ge5L/9PaOPw19fn5+8PX11fn210RERERDAT8G05CmLfRfu3YNKSkpAz8YIiIiokGMd/xpWCkqKsLOnTvR1NSEpqYmTJo0SddDIiIiIhoUeMefhg1BELB37140NTUBAA4ePIiEhAQdj4qIiIhocGDwp2FDIpHgwQcfVKstfOTIERw7dgxcw05ERET6jsGfhhV7e3s8+uijarvpxcfH4/Dhwwz/RER64Oa1X21tbTocCVHv3Pxz29cFTBj8adixsbHB2rVr1Wr7JyYm4sCBAwz/RETDnEQigZFR+xLGhoYGHY+GqOc6fm6NjIwY/Im6w9raGlFRUXBxcRHbzp8/j71796K0tBRZWVlQKBQ6HCEREfUXa2trAEBFRQVv+NCQIggCKioqAPzv57gvsaoPDVuWlpZYs2YNdu7ciaKiIgBASkqKWqlPLy8vREZGwsLCQkejJCKivmZjY4OKigrU1taisLAQdnZ2MDMz42ZeNGi1tbWhoaFB/LkFoLZmsa8w+NOwZm5ujtWrV+Pbb79Ffn6+xvH8/HxER0cjKipKB6MjIqL+YG5uDnd3dxQVFaG2tlYMUkRDhbu7O8zNzfv8uvzoS8Oeqakp5s2bp/WYIAjIy8tDbm4uHwcTEQ0jI0aMgJeXF+zs7MQ5/0SDmZGREezs7ODl5YURI0b0z2v0y1WJBpmampouj+/ZswcSiQRBQUEIDg6Gu7t7ny+oISKigWVubg5zc3O4uLhAEATe4KFBSyKRDEjuYPAnvXBzeU9tOj4YnD59GqdPn4aNjQ2CgoIQEhICV1dXfgggIhriBipYEQ1mDP6kF6RSKby8vJCfn692x0cikcDe3h5KpVKtvaqqComJiUhMTIStrS2Cg4MRHBwMFxcX/uIgIiKiIYnBn/RGZGQkoqOjkZeXJ7bJZDJERkZCEASkp6cjPT1d7TgAVFZWIiEhAQkJCbC3t0dkZKRamVAiIiKioYDBn/SGhYUFoqKioFAooFQqYW9vr7bJ18SJEzFx4kTU1tYiPT0dcrkc165dU7tGVVUV7OzsBnroRERERHeMwZ/0jlQqVQv8t7KyssKkSZMwadIkVFdXi08CCgoKMGrUKJiamqr1r6+vx44dOxAQEIDg4GA4Ojr291sgIiIi6jEGf6IujBgxAlOmTMGUKVNQVVWF5uZmjT6ZmZm4fv06rl+/jl9//RXOzs7imoDbLSomIiIiGigM/kTd1NkOenK5XO370tJSlJaW4pdffoGLi4v4IYBThIiIiEiXGPyJ7tCiRYsgl8uRnp6O69evqx3reBJw9OhRuLm5ITg4GFOnTmVlICIiIhpwDP5Ed8je3h4RERGIiIhAeXk55HI55HI5ysrK1PoVFxejra0N06ZN09FIiYiISJ8x+BP1IQcHB8ycORMzZ86EQqEQPwTcuHEDABAcHKxxTnFxMQoKChAUFARra+uBHjIRERHpCQZ/on4ilUpx11134a677kJZWRnkcrnW4H/hwgUkJSUhLi4OMpkMwcHBCAwMhJWVldinsxKkRERERN3F4E80AJycnODk5KTR3tbWhoyMDPH7/Px85Ofn4+DBg5DJZBg1ahQyMzNRUFAg9vHy8kJkZCQsLCwGZOxEREQ0PBjoegBE+qy5uRlhYWGwtbVVaxcEAXl5eTh8+LBa6AfaPxxER0cP4CiJiIhoOOAdfyIdMjU1xdy5c3HPPfeguLhYXBNQXV3d6TkdHwoUCgWkUikuXLiAwsJC2NnZwdbWFra2trCzs4OlpSWrBxEREZGIwZ9oEJBIJHB3d4e7uzvmzp2LwsJCnDx5EpcvX+70HKVSCalUiuzsbKSnp2scNzIyEj8IdHzZ29sjMDCwP98KERERDVIM/kSDjEQigaenJ+65554ug3/HrsAVFRVaj7e0tODGjRtiRSEAsLOz0wj+KpUKx48f13hiYGpq2gfvhoiIiAYLBn+iQUoqlcLLywv5+fkQBEFsl0gkkMlkYnWfSZMmoaysDJWVleJXfX291mveupYAAMrLy3H27FmNdjMzM7UPAx1fHh4et11YzCpEREREgw+DP9EgFhkZiejoaOTl5YltMpkMkZGR4vdhYWEa5zU0NKh9EOj4cnV11ehbWVmp9bUbGhpQUlKCkpIStfaHHnoI/v7+am2pqalobGyEmZkZTp8+jaKiIvEYqxARERENDgz+RIOYhYUFoqKienwH3czMDC4uLnBxcbltXzs7O0yYMEHtA0JLS0un/bU9NThz5oxa2L9Zfn4+vv/+ezz66KO3HQsRERH1HwZ/oiFAKpX225QZDw8PeHh4iN8LgoC6ujpUVFRoPDGoqKjQGvw7e2rQcb1r167h888/R3BwMPz9/eHg4NAP74SIiIi6wuBPRGokEgmsrKxgZWUFT0/P2/YXBAGjRo1CUVERFApFp/2Ki4tRXFyM/Px8PPzww305ZCIiIuoGbuBFRHdEIpHg/vvvV1t30JVRo0ZptOXm5iI5ORm1tbV9PTwiIiL6/3jHn4j6RFdViFxcXODn54fLly9j9OjRGueePXsWmZmZAAB3d3eMGjUKo0ePhouLCzchIyIi6iMM/kTUZ7qqQmRhYYHZs2drnNPS0oLs7Gzx+6KiIhQVFeHXX3+FtbU1/Pz8MHr0aPj4+MDExGQg3gYREdGwxOBPRH2mN1WImpqaEBoaisuXL6O6ulrtWE1NDZKTk5GcnAxDQ0N4eXlh3LhxCAoK6s+3QURENCwx+BNRn+tJFSILCwssXrwYixYtQllZGS5fvowrV66goKBArV9rayuys7O7teCYiIiINDH4E9GgIJFI4OzsDGdnZ0REREClUuHq1au4fPkyrl69isbGRgDQukbgyJEjqK6uxqhRo+Dn5wdzc/OBHj4REdGgx+BPRIOShYUFxo4di7Fjx6K1tRUFBQXIzc3V2JRMEASkpqaiuroaqampkEgk8PT0xOjRozFq1ChIpVIuECYiIgKDPxENAR3z+728vDSOlZaWqq0N6Ngw7Nq1azhy5AhsbW3FKkFeXl4wMuI/e0REpJ/4G5CIhjR7e3usWLFCXBtQV1endryyshLnzp3DuXPnYGxsjHnz5mHChAka1+nJguTBYiiOmYiIdIfBn4iGNBMTEwQGBiIwMBCCIKCkpASXL1/G5cuXUVJSota3ubkZNjY2am0qlQrfffed2mJiLy8vsQTpYKRSqTTKpg72MRMRke4x+BPRsCGRSODm5gY3NzfcddddqKmpwZUrV3DlyhVxrwBvb2+1c6KjozUqCOXl5eHjjz+Gt7e3xvqAMWPGaCwwvnTpEq5evdrpmG61dOlSjfaYmBi1jc+6Or+wsBDl5eVqbfn5+YiOjkZUVJTWcRARETH4E9GwZW1tjXHjxmHcuHFoaWmBQqFQm+OvUCjU7prfTKVSQS6Xa7S7ublptJWUlCA1NbXb41q6dKlGW0pKSrfP10YQBOTl5eHIkSMIDQ2Fo6MjFzUTEZGaQRv8a2troVKpYGZmBmtra/4CI6I7YmRkBFdXV7U2pVKpo9H0n4SEBCQkJMDa2ho+Pj7il5WVla6HRkREOjZogn9JSQliY2Nx/PhxZGZmora2VjxmYmICX19fTJ48GQsXLsTYsWN1OFIiGi7s7e27PD558mRYWlqqtWnbQKyzvQO0Td3pzKxZs7p1fl1dHZKSkm57vZqaGly8eBEXL14EADg7O4sfAmQyGYyNjbs9NiIiGh50HvyLi4vx3nvvIS4uDi0tLVr7NDY2Ij09Henp6di2bRsmTJiAV199FYGBgQM8WiIaTqRSKby8vJCfn68WsiUSCWQyGRYsWNCt6/j6+sLX1/eOxnLXXXd1u295ebnWMVtbW8PCwgLXr1/XOKe0tBSlpaVITEyEpaUlXnjhBT5JJSLSMzoN/jt37sTGjRsxatQoPPHEEwgKCoKXlxccHBxgYWEBExMTNDc3o7GxETdu3EBRURHS09Nx/PhxREZG4rnnnsO6det0+RaIaIiLjIzUqJAjk8kQGRmpu0HdRldjtrCwQF1dHXJycsSvm/c5AAAPDw+N0F9dXY2rV6/Cx8cHtra2A/AuiIhooOks+L/xxhvIzs7GN9980+WdexMTE5iYmMDa2hre3t6YMWMGnnjiCWRkZODvf/87SkpK8Nprrw3gyIloOLGwsEBUVNSQqol/uzFbWlpizJgxGDNmDARBQHl5ObKzs5GTk4O8vDz4+PhoXDMrKwsHDhwA0D4FysfHB76+vvDy8oKZmdmAvTciIuo/Ogn+b7/9Nuzt7fHGG2/0+hqBgYH45ptv8Pbbb2PTpk14+umne3S+IAj46aef8NVXX6G2thYSiQQRERF45plnYGdn161rfPbZZ9i9e7dG+5QpUzTeW1JSEj766CMUFRWhra0NAQEBeO655+Dn59ejcRNR/5BKpYM+8N+qO2OWSCRwdHSEo6MjJk+ejNbWVrS1tWn0y83NFf9bqVRCqVTi/PnzkEgkcHd3Fz8IuLu7w9DQsM/fCxER9T+DgX7Bo0ePwsHBAX/4wx/u+FoSiQTr168HAJw7d65H57755pv485//jKeeegqHDh3Cjh07cPr0aaxatQoVFRXdusYvv/yC3Nxcja9bNwg6dOgQVq1ahcDAQBw8eBCxsbEwNTVFZGQkLl261KNxExHdCUNDQ60Lex0cHLQudhYEAYWFhYiPj8fWrVvxzjvvYNeuXT1auExERIODRBjgf72rqqo0gnFf6Hjc3R0nTpzAunXrsGzZMrz55pti+5kzZ7BmzRqNdm0aGxsxe/ZsnDhxAgYGnX9+qqiowOzZsyGVSnHw4EHxTlltbS1mzZoFBwcHHDhwQK22eG8tW7YMcrkcwcHBWp9EEBHdTmVlpdr6gPr6eo0+I0eOxKOPPqrW1tzcjKamJo0qSERE1L96kv8G/I5/R+j/5z//iYiICJw5cwZA+y+Nzqr6dEd3Qz8AfP755wCAxYsXq7VPmjQJjo6OiImJQUlJSZfXuHTpEoKCgroM/UD7AmaVSoUFCxaoPR63srJCREQE8vPzERcX1+2xExH1J1tbW4wbNw7Lly/HSy+9hN/+9reYM2cOvL29xX/DtK0RuHz5MjZu3IhPP/0Uhw8fRnZ2NpqbmzX6KRQKZGVlQaFQ9Pt7ISIidTpb3Lt3715UV1cjISEBkydPRmFhIZYtW4bx48dj0qRJmDJlCkJCQm4brHtKpVKJNbCDg4PVjkkkEgQHB+P48eNISEjA8uXLO71OUlISzMzMkJycDB8fn06fYpw4cULrawFASEgIDh48iPj4eCxZsqS3b4mIqF9IJBK4ubnBzc0NM2bMQHNzM/Lz8+Hg4KDRNycnBwBw/fp1XL9+HadOnYKhoSFkMhl8fHzg5uaG+Ph4tUpEXl5eYiUiIiLqfzoL/hs2bMCpU6cQFRUFoL0UXXNzM06ePImEhAQA7ZUrJkyYgEmTJmHy5MkIDg6+47rTGRkZaGlpgZmZmdZFvC4uLgDa7+jfLvjHx8fj0KFDkEgkCAwMRGRkJJYvXw4TExMA7XNj5XI5AGjsGHrza3VssENENJgZGxt3WpBA2x381tZWccqQNvn5+YiOjhZ/DxARUf/SWfCfNWuW2k6VBgYGCA0NRWRkJAoLC5GcnIzk5GQcP34cx48fh0QigZWVFSZMmIDp06dj1qxZWnfQvJ2OhbvW1tZaj48YMUKtX2emT58OOzs7lJeXQy6XIz09HX/7299w4MABbN68GVZWVqipqREfdWt7vY7Xqqys7PH7ICIaTB599FHcuHFDDPp5eXloamrq8hxBEJCXlweFQjHkKioREQ1FOt+592Zz5szB0qVLxe9bW1shl8tx7tw5nD17FhcuXMCxY8dw7Ngx/Otf/8K4ceOwbt063H333d1+jbq6OgDodLv6jvaampour7N27Vrxv9va2nDkyBH8/e9/x7lz5/D555/j+eefh0qlEvtoW7zb3dciIhrsJBKJWF60o2xoYWEhcnJyIJfLUV5e3um5SqUSQPs6gcDAwB6t2SIiou4bVMH/gQceUPve0NAQY8eOxdixY/H4449DEARkZGTg3LlzSExMxPnz5/H0009j4cKFePvttzsN8zfr2IhG26IzAOIC455sWGNgYIB58+Zh5MiRWLp0KeLi4vD888/D1NRU47p3+lpERENBx/x+mUyGkJAQbNq0qdO+9vb2SE1NxYkTJ3DkyBE4OTkhICAAgYGBcHZ2vuMpnkRE1G5QBf/blfmUSCQICgpCUFAQoqKi0NLSgoSEBGzfvh0ffPABXnzxxdu+hpOTE4D2cpradLS7ubn1cPRAQEAAwsPDkZ6eDqC9OoapqSkaGxu13tW/k9ciIhoqpFIpvLy8kJ+fr1b/XyKRQCaTQSqVIiMjQ2wvKytDWVkZ4uPjYWtrK34I8PDw6POCD0RE+mTA/wVNTExEVVVVn1zLyMgIs2bNwsaNG7F3795unePn5wdDQ0PU19eLj5dv1lHGMzAwsFdjcnNzE+fuSyQScSFccXFxp68VEBDQq9ciIhoqIiMjIZPJ1NpkMhkiIyPR1taGoKAg8cbMzSorK3H69Gls3boV7733Hvbt29fpYmEiIuragN/x9/f3x4svvogNGzbA1tb2jq/3008/YceOHd2eLmNtbY2wsDAkJSVBLpcjIiJCPCYIAtLS0mBgYKDW3hNKpRIhISHi9zNnzoRcLodcLseCBQvU+qalpQFAj9YoEBENRRYWFoiKioJCoRA3XLx5Qe/dd9+Nu+++G0qlEhkZGcjMzERhYaHaNerq6nDhwgU0NDRo3UuAiIi6NuB3/O3t7fHEE09g1apVao92eyMpKQmvvvoq0tPTsXDhwm6ft2bNGgBAbGysWvuZM2egUCiwaNEiuLi4oLW1FS+//DKioqJQWloq9quursaVK1c0rltYWIgLFy7g8ccfF9seeughmJiYIC4uDq2trWJ7TU0Nfv31V7i5uWHevHndHjsR0VAmlUrh7+/faRUfe3t7TJ8+HY8//jj+9Kc/YdGiRfDx8VGb4qPtiezVq1eRkpKiVlRBX3GTNCLqjE7m+E+cOBEvvvgi1qxZg/vvvx9r1qzByJEju31+SkoKvvrqK8THx2PTpk2YPHkyzM3Nu33+ggULcO+992Lv3r2YPXs25s2bh9LSUvzjH/+Au7s7/vznPwMA5HI5YmJiAAD79+8XA/3f/vY37N+/HzNmzMCjjz4KZ2dnZGZm4uOPP8b69esxYcIE8bVcXFzw2muv4a9//Ss2btyIF198ES0tLXj99dfR2tqKDRs2dGtRMhGRvrG2tsbEiRMxceJE1NfX4/Lly8jKysKoUaM0+iYmJiInJwcSiQReXl4ICAhAQECAOPVSH6hUKkRHR3OTNCLqlES4eaXVAEtPT8f//d//4erVq/Dy8kJQUBA8PT3h4OAAMzMzGBkZoampCXV1dSgrK0Nubi5SU1NRUVGB8PBw/OMf/4Cvr2+vXrutrQ07duzArl270NDQAKC9Nv/zzz8vlpKrra3Fgw8+iMrKSnz++ecICgoCABw+fBgbN25EUVERTExM4OzsjGnTpuGRRx7pdDy//vorPv30U1y/fh0AMHr0aPzhD3/QuqNvby1btgxyuRzBwcHYvXt3n12XiGgwq6+vx8aNG9HW1qZxzN3dXfwQ4OjoqIPRDZzt27d3uoCam6QRDV89yX86Df5Ae1nN77//Htu2bRPnc2or3dYxzPDwcDz66KOcHqMFgz8R6aOamhocP34cWVlZnVZsA9qnGQUEBGDMmDFDcsOwlpYW1NTUoK6uDh4eHmrHrl27hq1bt3Z67tNPPz0k3zMR3V5P8p/Oy3kaGxtj1apVWLVqFVJTU3H+/HlcuXIFSqUSjY2NsLCwgIuLCwICAjBjxgy4urrqeshERDSIWFtbY8mSJVi8eDEKCwvFxcG37sCuUCigUChgZmbW7RBcWFiIkydPwt3dHaGhof02daipqQlVVVWorq5W+6qpqRH/t2P9gqGhIf785z+r3STr2JyyM3K5HLNmzeKeCER6TufB/2ZjxozBmDFjdD0MIiIagiQSCTw9PeHp6Ym5c+eirKxM/BBwc4EGbSWUk5OTYWlpCR8fH7Wd1levXo3Lly+L1/fz80NYWBjCwsIwbtw4BAQEwMTEpNMxCYIAlUqlFuZdXFzg6emp1u/YsWM4ffp0t95na2srVCoVLC0txbbbTWPqeCIyY8YMBAYGcj8EIj01qII/ERFRX5BIJHB2doazszPuuusuVFRUIDMzE2VlZeI6rg5tbW04fPgw6uvrYWJiglGjRsHHxwcXL15UmzokCAKuXLmCK1euIDo6GgBgamqKkJAQjBw5EjKZDK6urjAzM1O7U39zRTegfT3ZrcG/J08SLC0tUV9frxb8pVIpXF1dcf36dXQ2g/f69ev44YcfYG9vj8jISLi4uHT7NYloeBiywb+4uBgODg4wNTXV9VCIiGiQs7Ozw9SpU7Uey8/PR319PYD2KTcde68A7VXgcnJyoFAoUFZWhvLycrVFxI2NjUhKSkJSUpLYZmpqCicnJ0ilUjg5OcHJyUltr5nq6mqNMYwYMQIGBgawtrbGiBEjMGLECLX/7vje2toahoaGWt/HqlWrNKr6uLq6wtzcXG3Ts9ra2j7ZR4eIhp5BG/xra2uRkJCA6upqhIeHizvgdrC1tcVLL70EqVSK1157TUejJCKioc7ExASBgYG4evUqmpub1Y4ZGRlh9OjRGD16NID2aTZTpkzB9evXkZycjOTkZOTm5qqd09jYiIKCAhQUFIhtI0aMgIeHB3x8fODp6Yn6+nq1MtSBgYH4y1/+ckdz8LvaJO369etISEiAXC7HxIkTNTa9bG5uRnNzM8t+Eg1zOq/qo01OTg4ee+wxlJaWQhAESCQSRERE4I033oCbm5vY76effsIrr7xyxxuBDRes6kNE1HvNzc3Izs7GmTNn1O6a32revHlqTw8qKirwySef4MqVKygpKUFeXh5qamq6fC0jIyMEBQUhLCwM4eHhCA8Ph6+vb7/PvVcqlTA1NVWbJgQAZ8+exZEjRzBu3DhMnToVNjY2/ToOIuo7Q6qqjzb//ve/UV5ejpdeegkzZsxAY2MjTp8+jWeffRavvvqquEFWTzbtIiIi6oqxsTECAgLg4OCATZs2ddrv1rnxdnZ2ePXVV8XvBUFAQUGB+EQgJSUFqamp4p4xQHtpzkuXLuHSpUvYsWMHgPbqRKGhoeIHgbCwMDg7O/fpe7x1fQPQ/hTj1KlTaG5uxpkzZ3Du3DmMHTsW06dPH/Z7HxDpm0EZ/C9evIjHHnsMjz32mNg2ZswYrFy5Ehs2bEB1dTVmz56twxESEdFwJZVK4eXl1elmWN7e3l2eL5FIMHLkSIwcORL3338/gPanCVlZWbhw4QJSUlKQnJyMK1euqF2/pqYGJ0+exMmTJ8U2Nzc3sYJQWFgYxo4dq3G3/k6Vl5erTXFqa2tDSkoKUlJSEBgYiBkzZqg9bSeioWtQBn9ra2utZT0tLCzw+uuv48svv8TevXu5sJeIiPpFZGSkxkJZmUyGyMjIXl3P2NgYISEhCAkJwZo1awC0B/1Lly6JTwWSk5PF3d07FBcXo7i4GAcOHAAAGBgYwN/fX5wiFBYWBn9/f7USpD3l5OSE5557DsnJyTh16hSqqqrEYxkZGcjIyIC3tzdmzJgBb29v7gVANIQNyjn+b775JqysrPD73/++0z67d+/GoUOHcPz4cc7x//84x5+IqG9pWyjbn0pKStQ+CFy8ePG2m3OZm5tj7Nix4geBcePGwc3NrVcBvbW1FWlpaTh58iRu3LihcdzNzQ1Lly7lLsBEg8iQmON//fr1TmsIP/fcc3jjjTewbds2PPLII1o3R1m2bBmsra1x6tSp/h4qERHpKalUOqAh19XVFa6urli0aBGA9iB+9epVcb1AcnIyMjMz1fYGqK+vx5kzZ3DmzBm1cXd8EAgPD0doaGi3FuwaGhoiNDQUY8eORVZWFk6ePImioiLx+I0bN2BlZdWH75iIBpLO7vgHBATAzs4OQUFBCAoKwrRp0zRqLF+5cgUqlQqhoaGdXicpKQnjx4/v7+EOCbzjT0Q0/NXX1yM1NVVt8fDNpUM74+vrKy4cDg8PR2BgYJe7DgPtC5Xz8vJw8uRJ5OTkYOrUqZg3b55an5aWFrS1td32WkTUP4bEHX+gvQRaYWEhZs6cqbVywahRo257DYZ+IiLSJ+bm5pg0aRImTZoktt24cUNtilBKSoraXH0AyM7ORnZ2Nn744QcA7fsXBAcHiwuHw8PD4eXlpTZFSCKRwNvbG97e3iguLta6w3BKSgp++eUXTJ48GZMmTWLFPaJBTKfBf9q0adi8eXO37hK8/fbbWLNmDVxdXQdgZEREREOHo6Mj5s6di7lz5wJov1Ofk5Oj9kFALpejqalJPKepqUl8atDB1tZWbYpQWFgYHBwcAEBrZZ+2tjacOnUK9fX1+PXXX3Hq1CmMHz8eU6dOhbW1dT+/ayLqKZ0G/1dffbXbjwbXrl2LV155Be+//z43FiEiIuqCRCKBr68vfH198cADDwBo31E4PT0dKSkpYlnRnJwctfMqKytx7NgxHDt2TGwbOXKk2oeBkJAQ8a5+aWkpamtrxb5NTU1ITEzE2bNnERoaimnTpokfHIhI93Q2xz88PFztLkN3nD17Fl9//TU+/PDDfhrV0MY5/kRE1BMVFRW4dOmS2v4C5eXlXZ5jZGSEwMBA8YNAQEAAysvLcf78edTX16v1lUgkCAoKwvTp0/nEnqifDIk5/oaGhj0+Z9KkSfjqq69w4cIFjBs3rh9GRUREpD/s7Owwa9YszJo1C0D7FKHCwkK1hcOXLl3S2HU4NTUVqamp+OqrrwAAVlZWGDt2LJydndHa2gpra2tYWlpCEATI5XLI5XL4+flh4cKFWncPJqKBobPgb2Vlhfz8fMhksh6dt3DhQuzevZvBn4iIqI9JJBJ4enrC09MT9913H4D/7Trc8UEgJSUFWVlZarsO19bWapTXtra2hoODA5ycnODk5ARBEPCb3/xmQN8PEanTWfAPDg7Gvn378Oyzz/boPG9vb071ISIiGiA37zq8evVqAO1B/+Zdhy9cuKCx63BNTQ1qamrE3Y8lEglOnDihtnB41KhRMDY2Rnl5+YBulEakr3QW/GfPno1//etfiIyM1FrKszPm5uYoLS3tx5ERERFRV6ysrDBt2jRMmzZNbCspKRGfCHTsOnzzwl9BEJCZmYnMzEx89913ANpLijo4OIgbpTk5OSEkJAQrVqyAhYXFgL8vouFOZ8F/8eLFeP/99/HUU0/h66+/7vZf8MLCwl5tQ05ERET9p2PX4YULFwJo33U4OztbbdfhjIwMtV2Hm5qaUFJSgpKSErHN3NwcW7duxYIFCzB16lSEhYXB1tZ2oN8O0bCks+BvZmaGF198EevXr8fDDz+MTZs2wd3d/bbn7d+/Hx4eHgMwQiIiIuotQ0NDjB49GqNHj8aDDz4IoH3X4bS0NCQnJ+PXX3/FhQsXUFNTo3ZefX09rl69io8++ggfffQRAMDFxQVhYWGYMWMGwsLCEBQUBFNT0wF/T0RDnU7r+C9duhQpKSn47rvvcO+992LlypVYs2ZNp/P7duzYgZiYGKxdu3ZgB0pERER3zNzcHBMnTsTEiRMxa9YsfPfdd6ivr4dCoUBZWRnKysqgUCjQ2Niodt7169cRFxeHuLg4AP/bdTg4OBhhYWGYPHkyvL29OSOA6DZ0GvwB4LXXXkNpaSmOHTuGL774Alu2bIG/vz/Gjh0LqVQKExMTlJWVISEhAXl5eTA1NcWqVat0PWwiIiK6Ax1lPc3NzTFy5EiMHDkSQPtagOrqarUPAjdu3EBbW5t47s27Dn/99dcAAAsLC4waNQrh4eGYPn06Jk+ezM3DiG6h8+BvaGiITz75BJ9++in++9//oqWlRVz8czNBECCRSPDGG290a0oQERERDV5SqRReXl7Iz89XKw1qYGCA0NBQPPjggygpKUFRUREKCgogk8lw+fJlcbOx7OxsteupVCpcvHgRFy9exLZt2wAADg4OCAwMxPjx4xEREYGwsDBx12EifaSznXu1uXz5Mj799FMcPXpUbbMQAPD19cXLL78sbjJCmrhzLxERDSUqlQrR0dFiyU8A8PLyQmRk5G2LfiiVSrzxxhvIz88XnwzcunPwrQwNDREQEIDw8HDxy8/Pr1ebihINFj3Jf4Mq+HdobGxEZmYmFAoFjIyMMHLkSPj4+Oh6WIMegz8REQ1FCoWiV3X8BUFAVVUViouLUVhYiIyMDFy6dAnFxcUoKyvDjRs30NLS0uU1TE1N4e3tjbFjx2LKlCmIiIiAm5vbnb4logHTk/yn86k+2piamiI0NFTXwyAiIqIB0FHHv6ckEglsbW1ha2uLoKAgzJs3D4IgoLy8HMXFxbh27RouXrwIuVwOExMTFBYWIisrS229QMfNxszMTOzatQsAMGLECIwaNUqsJDRlyhSMGDFC7bV7+2GFuo9/xn1vUAZ/IiIiot6QSCRwdHSEo6Mjxo4diyVLlqC1tRWCIMDIyAi1tbVITU1FcnIy9u7di5ycHNTV1aldo7q6GklJSUhKSsKWLVsAAM7Ozpg5cyZCQkKgUCjQ0NAAAwMDAN2fnkTdcydTwKhrDP5EREQ0rN08h9/KygpTp07F1KlTsXTpUhQUFCA9PR3JycnIzs4WS4s2NzerXaO0tBTR0dGIjo4Wr+no6AgnJydkZ2dDqVTiueeeY0nRPhAdHY38/Hy1tvz8fERHRyMqKkpHoxoeGPyJiIhIL7m5ucHNzQ2TJ0/Go48+isbGRnG9QEpKCi5evCguHlYqlWpThFpbW1FaWorS0lIAwNGjR7FlyxaMGzdOXDgcGhoKOzs7Xb29IUmhUKjd6e8gCALy8vKgUCg47ecOMPgTERER4X8Lfb29vREREQEAqKurQ3FxMQRBQGpqKr799ltxj4Fbdx2uqKjA0aNHcfToUbHN29tb/CAQFhaG4OBg7jrchcuXL3d5XKlUMvjfAQZ/IiIiok5YWlpi1KhRAAA7OzukpaWJxxoaGtQ2GlMqlRrrBXJzc5GbmytWWzE2NhZ3HO74MODj4yOuF9BXgiDg7Nmzah+atOnY+I16h8GfiIiIqBtu3XTMzMxMY9fhjnn/aWlpSE5OhlwuR2Njo3iN5uZmpKSkICUlRdxozMbGBqGhoeIHgfDwcL26q93U1IR9+/apfai6VceibX36c+kPDP5ERERE3RQZGalRccbQ0BCtra2QSCQoLy+HIAh45pln4OzsjKamJmRkZCA5ORnJyclISUnB1atX1a5ZVVWF+Ph4xMfHi20eHh7ih4Dw8HCMHTt2WO46rFAosGvXLty4cUNss7S0xIgRI1BSUiK2SSQSKBQKFBUVwd3dXRdDHRYG5QZe1DvcwIuIiGhg3Fxj3tLSEnv27FEL9EZGRrj33nsxduxYjXOrqqpw8eJF8YNAcnIyFApFl69naGgIf39/tfUCo0ePHtK7DqelpWHv3r1qFZS8vLywfPlyWFpaQqFQ4MaNGzh06BAqKysBAC4uLvjtb3+r91Ojbjbkd+6l3mHwJyIi0g1BEHD8+HEcP35crX3ChAmYP38+jIw6n2QhCAKKi4vVngpcvHgR9fX1Xb6mhYWFxhQhV1fXQV9StLW1FT///DPOnTun1j5jxgzcfffdGqE+Ly8P27dvF7+fP38+pkyZMiBjHQqG/M69REREREOJRCLBXXfdBQ8PD+zevVsM7efPn4e3tzeCgoK6PNfd3R3u7u5YsmQJAKClpQWXL19Weypw667DKpUKiYmJSExMFNucnZ3VPgiEhobC2tq6n95178TGxiI5OVn83tTUFL/5zW/g7++vtb+XlxfCwsKQkpICADh27BiCgoI0dlOm22PwJyIiIuojfn5+eOKJJ7Br1y6UlJQgLCwMgYGBPb6OkZERgoKCEBQUhJUrVwJoLy3asetwx1dxcbHaeaWlpYiLi0NcXByA9g8Vfn5+4oeBcePGISAgAMbGxnf+ZnspIiIC6enpaGxshIuLC1asWHHb/Q7mzp2LrKws1NfXo6mpCQcPHsSDDz44QCMePhj8iYiIiPqQra0tHnvsMSQkJGDatGl9NvXG0tISU6ZMUZvmUlpaKj4R6KgWdPP+AoIg4MqVK7hy5Qp27doFADAzM0NISIja4uGRI0cO2BQhOzs7/OY3v0FWVhYWLlzYrQ8hFhYWmDt3Lvbu3QsAyMzMRFZWVqdPCUg7Bn8iIiKiPmZkZIRZs2ZpPXbu3DmEhIT0SZUeZ2dnzJ8/H/PnzwcAtLW1IScnBxcuXBA/EKSnp6OlpUU8p6GhAefPn8f58+fFNnt7e7UPAqGhoX1SM7++vh61tbUaZTj9/f17HNrDwsLE3ZQB4ODBg/D29oaJickdj1NfMPgTERERDZDk5GQcOHAAp06dwooVK+Dq6tqn1zcwMICfnx/8/PywYsUKAO1BXy6Xq60XuLkcKdC+I+4vv/yCX375RWzz8vJSWy8QHBwMMzOzbo+luLgYu3btgkQiwRNPPHHHH3QkEgkWL16MzZs3o62tDVVVVfj1118xb968O7quPmHwJyIiIhoA5eXlOHDgAACgsrISW7ZsweLFixEeHt6vr2tmZobx48dj/PjxYptSqRSnBnWsF6ioqFA7Ly8vD3l5edizZw+A9l2Hg4KC1J4MaNt1WBAEJCUlIS4uDq2trQCAn376CQ899NAdTyeSSqWYPn06Tpw4AQA4ffo0xo4dCxcXlzu6rr5g8CciIiIaAPb29pg5cyaOHTsGQRDQ2tqKvXv3oqCgAIsWLeqy5Gd/jGX27NmYPXs2gPawnp+fr/ZBIC0tTWPX4YsXL+LixYtiec0RI0YgNDRUXDgcHByMs2fP4tKlS+J5EolE3N24L0RERCAtLQ0VFRWwtrZGQ0NDn117uGPwJyIiIhoAEokEERERcHd3x48//giVSgWgffrP9evXERkZedvqNv05Ni8vL3h5eWHp0qUAgKamJmRmZqrtL3DlyhW186qrq3HixAnxDjwAWFlZQSqVwsnJCSNHjsSTTz7Zq8pGnTE2NsbixYtx9epV3HXXXTA1Ne2zaw933MBrGOEGXkRERENDdXU1oqOjUVhYKLaZmZlh2bJlGDVqlA5H1rXq6mpcvHhR7clAWVlZl+cYGBho7Drs7+8/pHcdHky4c6+eYvAnIiIaOjrbwXbmzJmYNWuWxtz5wailpQXR0dGIi4tDWVkZFAoFFAqFWhUhbSwsLDB27Fi1xcNubm6DftfhwYg79xIRERENcoaGhli0aBE8PDywf/9+NDc3AwDi4+Nhbm6uVq9/sPrxxx9x+fJl+Pj4wMfHB6ampliyZAkMDQ3VngpkZmZq7Dp8+vRpnD59WmxzcnISPwSEhYUhLCysR7vz1tTUoKamBm5ubn36HocTBn8iIiIiHeqoSrNr1y6Ul5fD1dUVEyZM0PWwumX8+PHIzMwE0B7cV6xYAQcHBwBAYGAgHn74YQDtQf/WXYeLiorUrlVWVoZDhw7h0KFDYtuECRPw0UcfwdPTs9MxtLW14dy5c/jll19gaWmJp556Sqc7Ew9mDP5EREREOubk5ITf/va3iIuLw8yZMwe0ws+d8PPzw6xZs1BZWYnFixd3GrgtLCwwefJkTJ48WWwrKyvT2HW4urpa7bzz58/jwIEDePLJJzsdQ3l5OX7++WcIgoCmpiacOHFCrFZE6obGTxURERHRMGdqaor7779f67Hc3Fx4eHjo9E52Q0MD2traYGFhodbesUNxT+fnOzk5Yd68eeIGXB27Dt/8QcDc3Bz33Xdfl9eRSqWYPHmyOG0oISEBY8aM0dgtmPQ4+AuCgJ9++glfffUVamtrxRJbzzzzTLdKaWVnZ+PTTz9Fbm4ucnJyYG9vj0WLFuHJJ5/U+AsBtP+FfeqppzTaJRIJvv/++x7NYSMiIiL9UVRUhJ07d8LR0RErVqyAvb39gI/h+vXr2LVrF+zt7fHII4+oLTzuqwW5N+86HBkZ2aNz7777bqSnp6O6uhptbW2IjY1FVFQUFwvfYvAvF+8nb775Jv785z/jqaeewqFDh7Bjxw6cPn0aq1at0ti57lYpKSnYtGkT/vSnPyE6OhpnzpzBww8/jM2bN2P16tVaN5I4d+4ccnNzNb7q6uoY+omIiEir+vp6REdHo7W1FaWlpfjss8+QlZU1oGNITk7Gli1bUFFRgezsbMTHxw/o63eHiYkJFi5cKH6fn5+Pixcv6nBEg5NeBv8TJ05g+/btuP/++zF37lwAgLOzM1577TVcvXoV77zzTqfntrW1YcuWLXjzzTfF7aGNjIzw2GOPYe7cuUhLS8MPP/ygcV5SUhI++ugjZGVlqX0Nxr88RERENDiYmJiobX7V2NiI7777DkePHlWrktMfmpubERMTg71796qV5xys9fcDAgLg7+8vfn/o0CFxkzRqp5fB//PPPwcALF68WK190qRJcHR0RExMDEpKSrSeK5FI8Le//Q0mJiYaxyZOnAgAGvV4gfbgHx4efqdDJyIiIj1iaGiI+fPnY/ny5WrZ4+TJk/j6669RV1fXL69bUVGBL7/8EikpKWKbhYUFVq9ejYiIiH55zb6wcOFCcR1EfX09Dh8+rOMRDS56F/xVKhWSkpIAAMHBwWrHJBIJgoOD0draioSEBK3nSySSTufWdcx3u3XTirKyMlRXVyMrKwsFBQV3+haIiIhIzwQHB2PdunVwdHQU23Jzc/Hpp5/2ebbIysrCp59+iuvXr4ttHh4eePLJJ+Hj49Onr9XXbGxscPfdd4vfp6SkID8/X4cjGlz0LvhnZGSgpaUFZmZmWhfxdkzfuXTpUo+vnZeXBwAICQlRaz9//jyqqqrw2GOP4Z577sGMGTPwt7/9TW2bbiIiIqKuSKVS/Pa3v1W7cVlTU4Nt27bhzJkzEAThjq7f1taGI0eO4LvvvkNjY6PYPmnSJKxdu3bIrEmcPHmymOcAYP/+/WhtbdXhiAYPvQv+HQt3ra2ttR7v+KG+3QLfW7W0tODo0aOwsLDA8uXL1Y65uroiMjISc+fOhZ+fHxQKBb755hssXbpU67QgIiIiIm1MTEzwwAMPYP78+eJMg7a2NsTFxd3RusG2tjbs3LlTbcaDsbExHnjgASxcuHDQzuvXxsDAQG06t4GBAWpqanQ4osFD78p5dsyF66wObkd7T39Avv32W5SUlOBvf/ubRt3Y8PBwtfn9ubm5ePPNN3H8+HGsX78ecXFx3GGOiIiIukUikWDKlClwc3PDDz/8gJqaGpibmyMsLKzX1zQwMICXlxdycnIAQCwdOlRr4Xt4eGDq1KmwtLTElClThtQHl/6kd8HfzMwMQPtKdW065ud39OuO7OxsvPfee3jwwQfx0EMP3ba/t7c3Nm3ahIcffhiXLl1CWloaF/4SERFRj4wcORJPPPEEdu/ejenTp8PGxuaOrjdjxgwUFhbCxMQE9957r9ZCJkNJx8Zg9D96F/ydnJwAALW1tVqPd7S7ubl163qVlZV4+umnMW3aNLz++uvdHoeRkRFWrFiBS5cuoaSkhMGfiIiIeszKygqrV6/WulGVUqmEjY2N1rvdjY2NMDY21tiIKzIyEoaGhtz4apjSu+Dv5+cHQ0ND1NfXQ6lUalTo6SjjeXPN3M40NDTgqaeegkwmw/vvv9/jx0iurq4AcMef0ImIiEh/aQvpdXV12LZtG+zs7LB8+XI0NDSIuUcQBOzatQsBAQG455571M4zMhre0VChUMDa2rpHMzuGk+H9/64W1tbWCAsLQ1JSEuRyuVotWkEQkJaWBgMDg9vWqG1ubsYf/vAH2NnZ4T//+Y/a47BDhw6htbVVbQc5bZRKJYyNjdU2myAiIiK6E21tbfjxxx9RU1ODmpoa/Oc//1Hb7EsikUAQBCQkJMDT01MvckhzczPi4+Nx6tQpjBs3TmMvJ32hd1V9AGDNmjUAgNjYWLX2M2fOQKFQYNGiRXBxcUFraytefvllREVF/b/27j+qq/rw4/jrA/gLnCaToUnxydUHTFdzUVNJTRemSc01OWpz5azmWenWcuZMd9hOUcyGZ5wznLX5o3Qz3YajQGwShTY5bkNJI0Sj0JxA2MdfgPy+3z/88pkIKCh8Lp97n49zOMf7vvfoi3vw8OLN+76vysvLPdc1NTVp6dKl6tu3r5KTk1uU/qqqKqWkpGjYsGGesYKCghbbYjVLS0vTjBkzWuzJCwAAcC2amppa7F546Rt+L972s6Kiwmu5zLRv3z69//77ampq0n/+8x/997//NTuSKWw34y9JU6dO1QMPPKA333xTkydP1pQpU1ReXq7nn39ew4YN0/LlyyVdKOxpaWmSLuwB+9hjj0mSfvWrXykjI0Ph4eF64IEHWvzd5eXlqq2t9fz0/M9//lPz589XaGiofvSjHykqKkput1t//vOfJUm/+MUvvPVpAwAAGwgICNCMGTM0cOBA7d69u93rpk+frqioKC8mM09UVJTy8vI8P+ikp6friSeeaPGMgx3YsvhL0sqVKzVq1Cj99re/VWJioiQpOjpaP/3pTz3r/ocPH66bb75Zp0+f1tixYyVJeXl5euONNySp3TfB3XLLLerTp48kKSIiQtHR0crPz1dCQoKCg4M1atQoxcbG6v777+/uTxMAANiQw+FosfqgLe2908iK/P39NX36dG3YsEGSVFZWpr1793r6nV3Ytvj7+flp3rx5mjdvXrvX9O/fv9VyoDvuuENFRUUd/ncGDx6sdevWXW1MAACAq3LpBiadPW814eHh+vrXv678/HxJ0rvvvqtbb73VVpus2Ov3GwAAADYREhIip9PZatcfh8Mhp9Ppsy/nuhYxMTEKDAyUdOGB38zMTJMTeRfFHwAAwKLi4uIUHh7eYiw8PFxxcXEmJTJXYGCgYmJiPMdFRUU6dOiQiYm8y7ZLfQAAAKwuMDBQjz76qCoqKjz7+Ntxpv9it99+u/Lz8z3PamZmZmr48OE+/6bijmDGHwAAwOJCQkIUERFh+9IvXVjqFBsb69nR5+zZs3r33XdNTuUdFH8AAADYyuDBgxUdHe05/vzzz1u978CKWOoDAAAA2xk/frw+/fRTRUVF6bbbbmv1ELQVUfwBAABgO7169dL8+fNtUfibsdQHAAAAtmSn0i9R/AEAAACPiooKsyN0G4o/AAAAbK+6ulppaWlavXq1Pv74Y7PjdAuKPwAAAGwvLS1N+fn5kqTt27ervr7e3EDdgOIPAAAA25s8ebJnzf+pU6e0a9cukxN1PYo/AAAAbC80NFRjxozxHO/Zs8dy6/0p/gAAAICke+65RwMHDpQkNTU1KT09XYZhmJyq61D8AQAAAEm9e/fWtGnTPMfHjh3zrPu3Aoo/AAAA8P8iIiIUGRnpOd65c6eqq6tNTNR1KP4AAADARaZNm6bevXtLks6fP6+dO3eanKhrUPwBAACAiwwYMECTJk3yHOfn56ukpMS8QF2E4g8AAABc4q677tKQIUM8x1Z4qRfFHwAAALiEn5+fYmNjFRwcrO9973u69957zY50zQLMDgAAAAD0RMOGDdNTTz0lPz9rzJVb47MAAAAAuoFVSr9E8QcAAAA6zDAMnTt3zuwYV4XiDwAAAHTA6dOntXnzZr3yyiuqqakxO06nUfwBAACAK6ivr9cf/vAHHTlyRFVVVcrKyjI7UqdR/AEAAIAr6NWrl8aMGeM5zsvL0/Hjx01M1HkUfwAAAKADxo0bp5CQEM9xenq6GhsbTUzUORR/AAAAoAP8/f0VGxvrOS4vL9fevXtNTNQ5FH8AAACgg2688UaNHj3ac/zee+/p9OnT5gXqBIo/AAAA0An33nuvAgMDJV146DczM1OGYZic6soo/gAAAEAnBAYGasqUKZ7jw4cP69ChQyYm6hiKPwAAANBJt912m5xOp+c4MzNTtbW15gXqAIo/AAAA0EkOh0PTp0+Xv7+/JKmyslL5+fkqKipSRUWFyenaFmB2AAAAAMAXDR48WNHR0SoqKpK/v7927NjhOed0OhUXF+d5FqAnYMYfAAAAuEoTJkxQ3759VVpa2mL86NGj+stf/mJSqrZR/AEAAICr5Ha7dfTo0Va7+hiGoZKSkh617IfiDwAAAFwlt9t9Tee9ieIPAAAAXKXg4OBrOu9NFH8AAADgKoWEhMjpdMrhcLQYdzgccjqdCgkJMSlZaxR/AAAA4BrExcUpPDy8xVh4eLji4uJMStQ2tvMEAAAArkFgYKAeffRRVVRUyO12Kzg4uEfN9Dej+AMAAABdICQkpEcW/mYs9QEAAABsgOIPAAAA2ADFHwAAALAB1vhbyPHjxyVJxcXFeuihh0xOAwAAgO5WXFws6X898HIo/hZSW1srSaqpqVFBQYHJaQAAAOAtzT3wcij+FhIcHCy3260+ffooLCzM7DgAAADoZsePH1dtbW2H3hDsMAzD8EImAAAAACbi4V4AAADABij+AAAAgA1Q/AEAAAAboPgDAAAANkDxBwAAAGyA4g8AAADYAMUfAAAAsAGKPwAAAGADFH8AAADABij+AAAAgA1Q/AEAAAAboPgDAAAANkDxBwAAAGyA4g8AAADYAMUfAAAAsIEAswMA3lJaWqpXXnlFhYWFKikpUb9+/TR58mQtXLhQwcHBZsezpKKiIn33u99VbGysEhMTzY5jOaWlpdq6dav27Nmj8vJyPf7445o7d67ZsSzhiy++0Jo1a5STk6OGhgbV1dXpG9/4hhYuXCiXy2V2PJ9TV1envLw87dq1S7t379agQYO0cePGNq89fPiwkpOTdeTIETU2Nio8PFyLFi3S6NGjvZza93T0Pjc2NuqNN97Q9u3b9fnnn+vMmTP62te+pgULFuiuu+4yIbnv6MzX8sWampr08MMPa//+/SoqKvJC0rYx4w9bKCkp0QsvvKBHHnlEW7ZsUW5urp555hlt3bpVM2fOlNvtNjui5dTX1+vZZ59VfX292VEsxzAMrVu3TjExMdq+fbu+//3vKysri9LfRdxut+Li4vTRRx9p06ZNys7O1ttvvy3DMDRr1iwdOnTI7Ig+JTc3V3PmzNHrr7+u7OxsHTlypN1r9+/fr7i4OPXt21dvvfWW/vGPfygyMlJz585Vdna2F1P7no7eZ8MwtGLFCg0cOFAbN27Uzp07tWXLFp08eVKPPPKItm/f7uXkvqMzX8uXWrt2rfbv39+N6TrIAGzgZz/7meF2u1uNv/jii4bL5TISExNNSGVtq1atMsaOHWu4XC5j6dKlZsexlGeeecZwuVzGokWLjKqqKrPjWM6aNWsMl8tl5OXltRg/fvy44XK5jCVLlpiUzPfl5OQYLpfLmDt3bqtzdXV1xj333GPccccdxrlz5zzjDQ0Nxre+9S0jKirKOHPmjDfj+qzL3eeMjAwjNTW11XhhYaHhcrmM6Ohoo66uzhsxfdrl7vGlioqKjIkTJxoul8twuVxeSNc+ZvxhC8uWLdOgQYNajd95552SpH//+9/ejmRpH3zwgd5//33Nnj3b7CiWs27dOqWnp+ub3/ymkpKSFBgYaHYkyykrK5Mk9erVq8X4l7/8ZUnS6dOnvR3JMvr06dPuuYyMDJ04cUITJ05U//79PeP+/v667777dPbsWW3evNkbMX3e5e7zmDFjNGPGjFbjkZGRGjBggCoqKnT06NFuTGcNl7vHF6uvr9eyZcu0bNmybk7UMRR/2EJ7a/j9/C78F2hoaPBmHEurqanRihUrlJCQoIAAHiPqSmVlZVq1apV69eqlF198sVUxRdcIDw+XJP3pT39qMV5YWChJmjhxotcz2cGuXbskSSNHjmx1btSoUS2uwdULDg6Ww+Fo8xzfE7teSkqKxowZo9tvv93sKJIo/rC5kpISSf/7poJr95vf/Eb33XefIiMjzY5iOX/9619VX1+vadOmKSwszOw4ljVjxgwNGTJE27Zt07Jly1RdXa2qqir9+te/1sMPP6w5c+aYHdGSPvzwQ0nSkCFDWp1rHjtw4IBXM9mJ2+3WmTNnFBgYqJtuusnsOJZw4MABvfPOO/rxj39sdhQPpuNga2+//bb8/Px4KLKL5Obmat++fdqyZYvZUSwpNzdX0oUZ0VWrVunAgQP65JNPdP3112vmzJmaOXOmyQmt4brrrtP69ev1wx/+UKmpqfrXv/6l6667TosXL9a4cePMjmdZzZssDBgwoNW55rG6ujpVVla2WAqErtH8APvs2bM7vIwF7aupqdFzzz2nhISEHnU/mfGHbWVnZys/P1+PP/44s9NdoLKyUvHx8SxB6UbFxcWSpC1btmjatGnasGGDUlNTFRoaquXLl2vlypUmJ7SO4cOHa82aNQoJCdGJEyf04YcfasOGDTp16pTZ0SyrurpaktpcIti7d2/PnysrK72WyS6qqqr06quvyul0auHChWbHsYSkpCRNnDixxyzxaUbxhy2dPHlS8fHxmjBhgp5++mmz41hCQkKCHnzwQX6I6kbnzp2TJD333HMaMWKEJGnw4MF6+eWXFRISovXr1+vYsWNmRrSMnJwcPfvss9q8ebNef/11DR06VDk5OZo1a5YqKirMjmdJzbOiba0vv3hb4L59+3otk10kJCSosrJSKSkpCgoKMjuOz9u7d6/27NnTo5b4NKP4w3bq6uq0aNEiXX/99UpOTpa/v7/ZkXxedna2CgsLtWDBArOjWFrzrKfT6Ww1Pn78eDU1NWnPnj0mJLOWrKwsPfnkk3r++ed1ww036M4771RqaqpGjhypo0ePKj4+3uyIlvSVr3xFknT27NlW55pn+QMDAzVw4ECv5rK6TZs2KSMjQ7///e918803mx3H51VWVno2uOhJS3yascYfttLU1KQlS5aotrZW69evZyvELvLaa6+psLCw3Yekt23bpm3btkmSqW8s9HVDhgzRJ598ovPnz7c611yaWIpy7ZKSkuR0OlvsLhMcHKyUlBTFxMTovffe0/nz59WvXz8TU1pPRESESkpKVFpa2upc81hkZGS7O9Kg87KyspSUlKSUlBRFRUWZHccSsrKydOzYMc2aNavdayIiIiRJL730kh566CFvRZPEjD9sJj4+XmVlZXrttddazBp98MEH2rBhg3nBfFxoaKhuuummVh/N707o37+/ZwxXr/m9Ex9//HGrc1VVVZLa37oWHffZZ5+1OVM3dOhQRUZGqrGxkXXm3WD8+PGSpIKCglbnmnf8mTRpklczWVlubq6WL1+u1atX6+67725xbvHixSal8n1BQUFtfj+88cYbPdc0j33pS1/yej5m/GEbL7/8soqLi7V27doWO0LU19frd7/7ndd/6raS9h4qXb16tZKTkxUTE6PExEQvp7KeOXPmaOvWrUpPT9f999/f4tzBgwfl5+ensWPHmpTOOsLCwvTpp5+2uXvMyZMnNWjQIM/LvNA5jY2Nktpexx8bG6tVq1YpJyenxb1vaGhQZmamgoKC2Lmqgy53n6UL20wuWbKkzZn+tLQ0z/NEaF979zgmJkYxMTGtri8rK/O8A2THjh3dH7AdzPjDFl599VX98Y9/VFlZmWbOnKmpU6d6PsaNG6ddu3bp1ltvNTsmcFkjRozQggUL9M4772j9+vUyDEOGYWjTpk3Kz8/XvHnzWswq4er85Cc/UU1NjX7+8597tpisra3VypUrVVpaqiVLlnhedISOq6ysVGpqqqQLL0O79I3p/fr1U2JiompraxUfH6/a2lo1NjYqKSlJJ06c0AsvvMBvtDrgSvf5yJEjeuKJJ1RbW6sVK1a0+H44adIkLV261LN5ANp2pXvckzkMwzDMDgF0p/Lyck2YMOGy1wQFBSkvL4+1o12secb/O9/5DjP+Xeitt97Sxo0bVV5ersbGRoWGhmr27NmKi4szO5plHDx4UOvWrdPBgwdlGIYCAgJ0yy236LHHHtPo0aPNjudTDh8+rPnz5+vUqVOtZkf79++vKVOm6KWXXvKM7du3TykpKSouLpbD4VBYWJiefPJJfpt1BR29zz/4wQ+uuAlAcnKypk6d2p1xfVJnv5YvdvGMv5nPulH8AQAAABvgd5UAAACADVD8AQAAABug+AMAAAA2QPEHAAAAbIDiDwAAANgAxR8AAACwAYo/AAAAYAMUfwAAAMAGKP4AAACADVD8AQAAABug+AMAAAA2QPEHAPi8X/7ylxo9erTWrl1rdhQA6LEo/gAAn5eWlqbq6mr9/e9/NzsKAPRYFH8AgM9bvHixRo4cqaeeesrsKADQYzkMwzDMDgEAAACgewWYHQAAgKv12Wef6W9/+5sKCgpUUFCgCRMmKDEx0exYANAjsdQHAOCzHA6HRowYoZMnT+qLL74wOw4A9GjM+AMAfFZYWJjCwsJUWFiojz76yOw4ANCjMeMPAPB5/v7+ZkcAgB6P4g8AAADYAMUfAAAAsAGKPwAAAGADFH8AAADABij+AAAAgA1Q/AEAAAAboPgDAAAANkDxBwBYhsPhMDsCAPRYFH8AgM9ramqSJAUFBZmcBAB6Loo/AMDn1dTUSJJuuOEGk5MAQM9F8QcA+JTy8nI9/fTTevPNNz1jFRUVkqS7777brFgA0OMFmB0AAIDOKCgoUGZmpnbs2KGqqiqNHDlSu3fv1re//W199atfNTseAPRYDsMwDLNDAADQUQ0NDVq5cqUyMjJ05swZDR06VA8++KAWLFig3r17mx0PAHosij8AAABgA6zxBwAAAGyA4g8AAADYAMUfAAAAsAGKPwAAAGADFH8AAADABij+AAAAgA1Q/AEAAAAboPgDAAAANkDxBwAAAGzg/wDp/B7kHm6KgQAAAABJRU5ErkJggg==", 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+ "text/plain": [ + "
" ] }, "metadata": {}, @@ -606,12 +807,12 @@ } ], "source": [ - "plt.plot(noisy_X)" + "lwt.cumulants.plot()" ] }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ @@ -2015,7 +2216,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0" + "version": "3.10.11" }, "orig_nbformat": 4 }, diff --git a/notebooks/Outlier detection.ipynb b/notebooks/Outlier detection.ipynb new file mode 100644 index 0000000..8a14b8e --- /dev/null +++ b/notebooks/Outlier detection.ipynb @@ -0,0 +1,552 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "from pymultifracs.robust.benchmark import gen_estimate\n", + "from pymultifracs.simul.noisy import generate_simuls_bb, gen_noisy" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "N = 2 ** 18" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "noisy_X = gen_noisy(*generate_simuls_bb(N, lambd=np.sqrt(.05)), coverage=[3],\n", + " SNR=np.array([.25]), align_scale=12).squeeze()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs import wavelet_analysis\n", + "from pymultifracs.robust.robust import get_outliers" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "WT = wavelet_analysis(noisy_X).integrate(gamint=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs import mfa" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "_, idx_reject= get_outliers(\n", + " WT, [(6, 11)], verbose=True, generalized=False, pelt_beta=50, pelt_jump=5,\n", + " threshold=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "lwt = mfa(WT.get_leaders(2), [(6, 11)], idx_reject=idx_reject)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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cumulantc1c2
coverage33
SNR
0.0000.824813-0.052444
0.1250.819515-0.066170
0.2500.830270-0.053478
0.5000.831348-0.052663
1.0000.832530-0.051756
2.0000.832464-0.051779
4.0000.832660-0.051694
8.0000.832887-0.051584
\n", + "
" + ], + "text/plain": [ + "cumulant c1 c2\n", + "coverage 3 3\n", + "SNR \n", + "0.000 0.824813 -0.052444\n", + "0.125 0.819515 -0.066170\n", + "0.250 0.830270 -0.053478\n", + "0.500 0.831348 -0.052663\n", + "1.000 0.832530 -0.051756\n", + "2.000 0.832464 -0.051779\n", + "4.000 0.832660 -0.051694\n", + "8.000 0.832887 -0.051584" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_leader_gen.groupby('SNR').mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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WFqazJGbN89SWq6ur9nFZWZnZx5WWlupsmxvHsWPHMHr0aLRo0QJyuRxeXl4IDw/H2LFj8fHHHyMrK8vsGIiIiIiIiKjxMVwpkeosNTVVZ7tVq1ZmHSeTyRASEoKrV68CAC5dulSvOAIDA7WPc3JykJ+fb9aIiJrxmxtHQkICEhIStNsVFRUoLCxEWloaNmzYgNmzZ+Oll17CnDlzjBbprKvMzMx6n0OpVGpfr5+fn/ZfqZT5OiJqnNRqtU4hZQBo27atVf5OEzkKpVKJpKQknTa+3xNRY+ZI7/f8hGEFBQUFOtu+vr5mH+vj46NNQhQWFtYrjm7dumH58uUAAEEQ8Ndff2H8+PFGjykqKkJ8fLxOW83XY4yLiwv8/Pzg7OyMrKwsnVEVJSUl+M9//oP9+/dj8+bN8PT0rMWrMc3Uyh9ERGSexMREtG/f3t5hEFlNUlISOnToYO8wiIjsyl7v90z3WkFRUZHOtkKhMPvY6lMoap6ntoYOHapTEPPjjz+GIAhGj/niiy9QXFys02YqGdKjRw8sXrwYp0+fRnFxMW7evIkrV66guLgYp0+fxmuvvabzug4cOIBJkyZBrVbX4VURERERERFRQ8UkhBXUrL/g4uJi9rFyuVz7uGZthtpq27YtRo4cqd3ev38/3nvvPYP9De03FseiRYsQHx+P1157DTExMTrDeSQSCWJiYrB48WIcOXIELVu21O7bvHkzfv7559q+JCIiIiIiImrAmISwgpojHyoqKsw+try8XPu4+uiBulq8eDHc3d212x9++CHGjh2L3bt3Iz8/H2VlZTh79ixmzZqFoUOHorS0FHK5XCeZ4OHhYfD81etOGBMTE4N169bpFN6cN29eHV4RERERERERNVSsCWEFNS/ay8rKzJ6SUX3UgbGLf3NFR0fjxx9/xKRJk7QjNDZs2IANGzaI9pdIJPj6668xbdo0bVv1JTvro3v37njwwQe1IyDOnTuHS5cuISIiwiLnz8jIsMg5OnXqpNOWmJiIgICAep+biMgRZWVl6c2NryrMS9RYif2O8/2eiBxRtw93GN1/4p2hZp3Hkd7vmYSwAi8vL53t3Nxcsy/kc3NztY8tVbjxvvvuw969e/HMM8/g1KlTBvsFBQVh+fLliI2N1anXYMk35PHjx+tMwzh8+LDFkhDmjsqorYCAAKudm4jIEXGFAGrsxH7H+X5PRI7o1Pz7AQDd5+7U23d89hD4e8j12s1lr/d7JiGsIDw8XGf7ypUrem1ilEolbt68qd221MU5APTq1QsnTpzA9u3bsXnzZpw+fRpZWVmQy+Vo3bo1Ro0ahQceeACenp7YtWuXzrFdu3a1WBxt27bV2bbE6AUiIiIiIqLGyFiSoT4JCHtiEsIKoqOjdbaTk5MRFxdn8ri0tDSoVCqD56kviUSC4cOHY/jw4Ub7HTlyRGe7Z8+eFovBzc1NZ7u+xTeJiIiIiIio4eB4SyuIjo6Gs7Ozdvvw4cNmHff333/rbMfExFg0LnNt2bJF+7hjx45o1qyZxc6dnp6us825l0RERERERE0HkxBW4ObmpjPyYefOnRAEweRxO3bcKTri4eGB/v37WyU+Y5KTk3HgwAHt9hNPPGHR8x88eFBnOywszKLnJyIiIiIiIsfFJISVjBs3Tvs4LS1Nr85CTfn5+Vi9erV2e8SIEZDLbT/HZ+bMmdrHbm5uePTRRy127srKSnz99dfabblcjn79+lns/EREREREROTYmISwkilTpsDX11e7PXPmTCiVSoP9Z8+ejZKSEu329OnTDfYdOHAgJBKJ9stSvvrqK6xZs0a7PWfOHKPTJaqW/DTX66+/jkuXLmm3J06cCFdX19oHSkRERERERA0SkxBW4u3tjTfeeEO7feLECUybNg2VlZV6fT/77DMsXbpUuz1ixAiLTcWorKzEe++9h2vXrhnsU1paitmzZ+O5557TtvXq1Qsvv/yy0XNPmDABr7zyCs6fP2+0X2ZmJh577DEsWbJE26ZQKDBnzhzzXgQRERERERE1Clwdw4pee+01bN++Hbt37wYA/Pjjjzhw4ACmTJmCsLAwZGZmYt26dTh69Kj2mODgYJ0pC/WlUqkwZ84cfPjhh+jRowf69OmDtm3bwsPDA9nZ2Thz5gw2btyI7Oxs7TGdOnXCpk2bIJPJjJ67pKQEn3zyCT755BN06NABvXr1Qvv27eHr6wsnJydkZmbi6NGj2Lx5s84qGFKpFN9//71FlyAlIiIiIiIix8ckhBU5Oztj9erVGDVqlHbli8uXL2PevHmi/UNCQrB+/Xq0bNnS4rEIgoD4+HjEx8cb7TdixAisWrWq1qtWJCYmIjEx0WS/gIAAfPvttxgzZkytzk9EREREREQNH6djWJmvry/279+P+fPnIzg4WLSPu7s7nnjiCZw5cwbdu3e36PM7Oztj6tSpRhMbEokEd911F3755Rds2bIFQUFBZp176tSpGDlyJPz8/Ez2DQkJwbvvvovExEQmIIiIiIiIiJooiWDO2pFkESqVCgcPHkRycjLS09Ph6+uL0NBQxMXFwcPDw+rPf+HCBZw/fx7p6enIzs6Gt7c3goOD0bNnz3qNvhAEQXvu69evo6CgAGq1Gt7e3ggMDET37t3Rpk0bC74S68nMzNRLwmRkZCAwMNBOERERWRf/7lFTxN97ImpowmZt0mtL+2iU2cc70t89TsewIZlMhgEDBmDAgAF2ef6oqChERUVZ/LwSiQTR0dGIjo62+LmJiIiIiIio8eB0DCIiIiIiIiKyCSYhiIiIiIiIiMgmmIQgIiIiIiIiIptgEoKIiIiIiIiIbIJJCCIiIiIiIiKyCSYhiIiIiIiIiMgmmIQgIiIiIiIiclA5xRX2DsGimIQgIiIiIiIiclAbT9+wdwgWxSQEERERERERkYNac+K6vUOwKCYhiIiIiIiIiBxQSmYRTl3Ns3cYFsUkBBEREREREZEDWtvIRkEATEIQERERERERORy1WsDak0xCEBEREREREZGVHU3LwfW8UnuHYXFMQhARERERERE5mDUnrtk7BKtgEoKIiIiIiIjIgZRWqLD5zC17h2EVTEIQEREREREROZAd59JRVK60dxhWwSQEERERERERkQNprFMxACYhiIiIiIiIiBxGRmEZ9l3MtHcYVsMkBBEREREREZGDWH/qBtSCvaOwHiYhiIiIiIiIiBzEmhPX7R2CVTEJQUREREREROQAzt8qQOLNAnuHYVVMQhARERERERE5gLUioyC6hPrYPhArYhKCiIiIiIiIyM5UagFrT+onIe7v1sIO0VgPkxBEREREREREdnYwOQsZheU6bU5SCUZ3DrFTRNbBJAQRERERERGRna05cU2vbVB0EPzcXewQjfUwCUFERERERERkR0XlSmxLSNdrb2xTMQAmIYiIiIiIiIjsauvZWyitVOm0ebs6Y1B0kJ0ish4mIYiIiIiIiIjsSGwqxujOwZA7yewQjXUxCUFERERERERkJzfySvH3pWy99gndWtohGutjEoKIiIiIiIjITtadug5B0G0L83dDt1Y+donH2pzsHQARERHVXnZRudH9/h5yG0VCREREdSUIAtacuK7XPj62JSQSiR0isj4mIYiIiBqg7nN3Gt2f9tEoG0VCREREdXXmej6SM4r02sfHalbFMHbTIbuovEHedGASgoiIiIiIiMgOxEZB9ArzQyt/NwDA0LlrAAB+IscOnbsGJz562JrhWQWTEEREREREREQ2VqlSY/0/N/Tax3droX18QvGsibM0vCQEC1MSERERERER2djeC5nIKa7QaXNxkmJkTLCdIrINJiGIiIgaoOOzh+D47CEG9xEREZFjW3tSfyrG0A7N4O3qbIdobIfTMYiIiBogY4WoGmKRKiIioqYkv6QSO86l67XfX20qRmPFkRBERERERERENrTpzE1UKNU6bf7uLujfNlC344wUzZcYQ+0OjiMhiIiIiIiIiGxo7clrem1ju4bAWVZjnIB7gOGTGNvnwDgSgoiIiIiIiMhGLmcXIz4tV6/9/m4t7RCN7TEJQURERERERGQjYgUp2wZ5oGOIlx2isT0mIYiIiBqoX+Ov2DsEIiIiqgVBEESTEBO6tYREIrFDRLbHJAQREVEDtPXsLby55ozoPqVKLdpORERE9nXiSi4uZ5fotEkkwLjYEDtFZHtMQhARETUwh1KyMP3nk1AL4vtl0qZxJ4WIiKihWX1CfxRE30h/BHu72iEa+2ASgoiIqAE5fS0PT606hgojox2aynBOIiKihqSsUoWN/9zQa58Q2zQKUlZhEoKIiKiBSM4owrQV8SiuUNk7FCIiIqql3eczUFCm1GlzdZZhRKfmdorIPpiEICIiagBu5JXiseVHkFNcYe9QiIiIqA7EpmLc26k53OVOdojGfpiEICIicnA5xRV4dPkR3Mgvs3coREREVAfZReXYcyFDr318txZ2iMa+mIQgIiJyYEXlSjy+4ihSMov19rX0bTpFrIiIiBqyDf/cgLJGRelmXnL0jQywU0T2wyQEERGRgypXqvDM98fwz7V8vX0BHnL88ERvO0RFREREtbX2pP5UjHGxLZrkilZNa/KJnanVahw8eBApKSm4desWfH19ERoairi4OLi7u9ssjkuXLuHw4cNIT09HZWUlQkJCEB0djR49eljs/MeOHcP169chCAJatmyJHj16ICIiwiLnJyJqClRqAS//cgoHk7P19nkqnPDZpK7wVIi/jWcXlcPfQ27tEMkOHOWzhKPEQUTUECRnFIreUDBrVYzSXOCvuVaIyn6YhLABlUqFxYsXY8mSJbhxQ39JFnd3dzz88MNYuHAhfH19rRbHb7/9hjlz5iAhIUF0f2RkJF599VU899xzdVre7cCBA5g5cyYOHTokur9v375YsGAB+vXrV+tzExE1JYIgYPa6M9hy9pbePrmTFMun9sSDX/1t8Pjuc3ci7aNR1gyRbMxRPks4ShxERA3JGpGClB1DvBDV3NP0wYe/BOK/sUJU9sPpGFaWl5eHuLg4zJo1S/TNGgCKi4vxzTffoHPnzjh58qTFYygtLcWkSZPw0EMPGUxAAEBKSgpeeOEFDB8+HEVFRbV6jgULFmDgwIEGExAAcOjQIQwcOBALFiyo1bmJiJqaRdsu4OejV/XaZVIJlj3SDb3C/ewQFdmLI3yWcKQ4iIgaErVawDqRqRgTupkxCgIA7p4OeDWu4pUcCWFFSqUSDzzwAA4ePKhta9WqFaZMmYKwsDBkZmZi3bp1iI+PBwBcu3YNo0ePRnx8PEJCQiwSgyAImDx5MtatW6dtc3d3x8SJE9GjRw/I5XIkJyfjt99+Q1paGgBgx44dmDRpEv7880/IZDKTz7Fy5UrMmjVLu+3i4oJJkyahZ8+eUKvViI+Px2+//YaKigqoVCrMmjULzZs3x9SpUy3yGomIGpOv913Csj0povsWTeyMwe2b2TgisidH+CzhSHEQETU0h1Oz9Va3kkklGNvFzL+NLu7A8PnA743n2kkiCIJguhvVxcKFCzFz5kzt9uTJk7FixQq4uLjo9FuyZAlefvllVP0oRo4ciU2bNlkkhqVLl+LFF1/UbsfGxmL9+vVo2VI381ZRUYFXX30VS5cu1bYtXrwYr732mtHzX716FW3btkV5eTkAIDQ0FNu2bUP79u11+iUmJmLEiBG4elVzZ08ulyMpKQmhoaH1en2WlpmZiaCgIJ22jIwMBAYG2ikiImpKfj92FTP+OC26793RHfCvfuHa7bBZxt8nzJ2Owb97js0RPks4UhyWwt97IrKV13//B38cv6bTNigqECse72X+SQQB+MBHv/19/ToThjjS3z1Ox7CSgoICnWkHsbGxWLVqld6bNQBMnz4dL7zwgnZ78+bNOnca6qq8vBzz58/XbgcGBmLr1q16CQhAM3rh888/x3333adtmz9/PvLzjf9if/DBB9oEhEwmw+rVq/USEADQoUMH/PHHH9qRFeXl5ZgzZ06dXhcRUWO0PeEWZq05I7rv3/e00UlAAMDx2UNwfPYQ0f6G2qlhcYTPEo4UBxFRQ1NaocKWMzf12nWmYtz8B1gxCshKMnyiOtTrc2RMQljJDz/8gJycHO32woUL4eRkePbL3Llz4ebmpt3+9NNP6x3DX3/9pTNnc8aMGXrZr5qqf8jIycnBypUrDfbNy8vDd999p92umoJhSK9evTBp0iTt9qpVq0wmOYiImoLDl7Lx4s8noVLrD058pHcrvDq0nV67v4cc/h5ypH00Su+LK2M0Do7wWcKR4iAiami2J95CcYVKp81T7oShHZppVr3Y9Drwv4HA5QPA5hmaEQ9NAJMQVlK9BkNYWBgGDx5stL+3tzcmTpyo3d66dSsqKirqFcOePXt0tu+//36Tx0RFRSEmJka7vXr1aoN9N2/ejMrKSu32k08+afL8TzzxhPZxZWUlNm/ebPIYIqLG7Oz1fDy56hgqlGq9faM6B2POfZ3qtGIRNXyO8FnCkeIgIrKq4izjX3WwWmRVjFGdmkFx9hfgsx5A/NeAcPv9/9JuIPHP+ryCBoNJCCsoLS3VSQAMGTLErA+QQ4cO1T4uLCzE/v376xVHVaFJAPDw8EBERIRZx1VPQhw8eBC5ubmi/aonEFxdXXH33XebPHe/fv3g6uoqeg4ioqbmUmYRpn57FEXlSr19/dsG4OMHu0ImZQKiKXKUzxKOEgcRkdUtijT+VUsZBWU4kJSp09ZBkoa3M14F/nweKBFJbGx7Cyiv3SqFDRGTEFZw/vx5nRECffr0Meu4mv3OnBGfG2yu6skDb29vs4/z8fHRPlar1Th79qxov+rx9ejRA87OzibP7ezsjO7du4ueg4ioKbmZX4pHlx9FdrH+HeKuoT74ckp3uDjxbbqpcpTPEo4SBxFRQ/PnqRuommXphWK877QSG+Sz4Zl53PBBLu5AoX4NicaGn26s4Ny5czrbkZHmZc7CwsJ0lsSseZ7aqj7ioKyszEhPXaWlpTrbYnGo1WpcvHhRu23ua6zZ98KFC1Cr9YcgExE1ZrnFFXhs+VFczyvV29c2yAMrpvWEu5yraDdljvJZwlHiICJqaFafuAYJ1Lhfug+75K9hmtN2yGDgusfZHRg6B3j2IBDQ1raB2gE/4VhBamqqznarVq3MOk4mkyEkJES7jOWlS5fqFUf15VZycnKQn59v1oiImvGLxXHz5k2dxIa5r7Fm37KyMty8eRMtWrQw+3hDMjMzTXcyISurbvO9iIjMVVyuxOMr45GUoT/csoWPK75/ojd83fVXHaCmxVE+SzhKHNXx/Z6IHF3ijQJI0s/iN5cV6Cm9aLxzx/HAsHmAd/2vhxoKJiGsoKCgQGfb19fX7GN9fHy0b9iFhYX1iqNbt25Yvnw5AEAQBPz1118YP3680WOKiooQHx+v01bz9Yi11fY1Vlff11nF1MofRET2Vq5U4dkfjuPU1Ty9ff7uLvjhyd5o7q2wfWDkcBzls4SjxFEd3++JyCpmpGj+Fav/ULXPHKV5KFo3AxtdfodMYmS1i4B2wMhFQMTAWoXZGHA6hhUUFene3VIozP9AWX0KRc3z1NbQoUN1ikd9/PHHEEws+/LFF1+guLhYp03sg4OlXqPYuYiIGiOVWsCrv/2D/Un6d2A95U5Y9a9eCA9wt0Nk5Igc5bOEo8RBRGR17gGaL0P7TBEE4NTPED7vgV4ZvxlOQDi7A0M+0Ey9aIIJCIBJCKuoWX/BxcX8YbVy+Z213WvWZqittm3bYuTIkdrt/fv347333jPY39B+sTgs9RoNnZ+IqDERBAHv/HkWm07rF5tycZLi66k90KmF+QWEqfFzlM8SjhIHEZFDu3UWWHEvsO5ZSIqNTBnrMA548SjQ72XAqelOvWQSwgpq3iWozdrY5eXl2sc1RwzUxeLFi+HufufO2ocffoixY8di9+7dyM/PR1lZGc6ePYtZs2Zh6NChKC0thVwuh5PTnZk6Hh4eeue11GsELPM6iYgc2X93XMRPR67otcukEiyd3A13RfjbISpyZI7yWcJR4iAiclgFN4D/DQSu/G2wyy3nUODRdcCDqwDvljYLzVGxJoQV1LxoLysrM3v4YvU7BWIX/7UVHR2NH3/8EZMmTdLezdiwYQM2bNgg2l8ikeDrr7/GtGnTtG01aziIxVaf1Tcs8ToBICMjo97nyMrKQocOHSwQDRGRxvIDqfjsr2TRfQvu74yhHZrZOCJqCBzls4SjxFEd3++JyKF4hQCxU4DjK/R2lQhyLFGOR7f730bzSPML+esoNlJItzjLvKkiDoZJCCvw8vLS2c7NzRW9kBeTm5urfezp6WmReO677z7s3bsXzzzzDE6dOmWwX1BQEJYvX47Y2FidZTMDAvR/scVeo7lq9rXU66y+GggRkSNYc+IaPtyYKLpv9qj2mNidd0NInKN8lnCUOKrj+z0ROZzB7wKJfwKlOdqmjaremFc5BaVuzfFq+3q834sVyqy+7/38up/bTpiEsILw8HCd7StXrui1iVEqlbh588584YiICIvF1KtXL5w4cQLbt2/H5s2bcfr0aWRlZUEul6N169YYNWoUHnjgAXh6emLXrl06x3bt2lXvfMHBwVAoFNoREFeu6A8zNqR6X4VCgeDg4Lq9KCIiB7YzMR0z/jgtuu/5gZF4sr/l/sZT4+MonyUcJQ4iIofm5gcMeQ/Y8BJS1MF4TzkNB9QxAIBHO4fAxYlVEKpjEsIKoqOjdbaTk5MRFxdn8ri0tDSoVCqD56kviUSC4cOHY/jw4Ub7HTlyRGe7Z8+een2kUinatm2LM2fOANC8RnOlpNxZ4qZdu3aQSvmfkogal6OpOXjhpxNQqfUrYz/cKxQzhkfZISpqSBzls4SjxEFEZFenfwMqioEejxvsci18IpZUnsU6VT9UwFnbPqFbC1tE2KDw6s8KoqOj4ex85xfv8OHDZh3399+6xUxiYmIsGpe5tmzZon3csWNHNGsmPl+5c+fO2sfHjx9HZWWlyXNXVlbi+PHj2m17vUYiImtJuJGPJ1bGo1yp1tt3b6fmmDsuRmf5ZCIxjvJZwlHiICKyqzVPAdveBvKvG+zy5z+38JtqkE4CIjzAHV1DfWwQYMPCJIQVuLm56dwl2LlzJwTBwDqx1ezYsUP72MPDA/3797dKfMYkJyfjwIED2u0nnnjCYN97771X+7i0tBQHDx40ef79+/frFLGsvoQoEVFDl5ZVjKnfxqOwXKm37+42/vhkUlfIpExAkGmO8lnCUeIgIrK7ymJg+9uiuwRBwOoT1/TaJ8S2qP+Nhxkpmi9D+xogJiGsZNy4cdrHaWlpenUWasrPz8fq1au12yNGjNBZX9tWZs6cqX3s5uaGRx991GDfUaNG6dwd+eabb0yef/ny5drHzs7OTEIQkcPLLio3+lUlvaAMU5YfQVZRud45urT0xleP9oDcSWbL0KmBc5TPEo4SBxGR1ZlKsiasBVJ26zWfvpaPS5nFeu3jYi0wFcM9QPP1fr7+VwNcGQNgEsJqpkyZAl9fX+32zJkzoVTq3xmrMnv2bJSUlGi3p0+fbrDvwIEDIZFItF+W8tVXX2HNmjXa7Tlz5oiujFHFx8cHU6ZM0W7/8ssviI+PN9g/Pj4ev/76q3b70UcfNbvCNhGRvXSfu9PoFwDkl1TiseVHcS23VO/4NkEeWPF4L3jIWYaJasdRPktYMw4iIodx4xTwrfHaeQCAFP1E7BqRURC9wv0Q6udmgcAaHyYhrMTb2xtvvPGGdvvEiROYNm2aaN2Ezz77DEuXLtVujxgxwmLDFisrK/Hee+/h2jX9/xhVSktLMXv2bDz33HPatl69euHll182ef733nsPLi4uAACVSoWJEyfi3Llzev0SExNx//33a4tUubi44L333qvlqyEicjwlFUo8vvIoLqQX6u1r4eOK75/oBT93FztERg2do3yWcJQ4iIisojgL2PAS8L+BwNUjhvv5RQJTVgPD5uo0VyjVWP/PDb3u97MgpUESwZyJfVQnlZWVGD58OHbvvjNkp3Xr1pgyZQrCwsKQmZmJdevW4ejRo9r9wcHBOHr0KFq2NLyW7MCBA7F3717ttrEfYVlZGVxdXSGRSNCjRw/06dMHbdu2hYeHB7Kzs3HmzBls3LgR2dnZ2mM6deqE3bt3Gx0FUd3y5cvx5JNParflcjkmTZqEnj17QhAExMfH45dffkFFRYW2zzfffGO03oS9ZGZmIigoSKctIyODa5ITNWFhszYZ3R/XLhB7L2bqtfu5u+D3Z/sgMtDDWqFZBP/uOTZH+CxhzTjshb/3RASVEji2HNg9DyjLN973nneAvv8GnPSnlm1PuIWnvz+u0yZ3kiJ+9hB4KZz1+tuLI/3dYxLCynJzczFq1Ci9KtFiQkJCsH79enTv3t1ov7okIcw1YsQIrFq1Su8X1JR58+bh3XffhVqtXw2+OqlUig8//BBvvfVWrc5vK470n5OIHIOpJIQYdxcZfnm6D2JaelshIsvi3z3HZ+/PEtaMw174e0/UxKXuA7bMBDISzev/vuEkxXM/HMeWs7d02sZ0CcFnD8fWJ0KLc6S/e5yOYWW+vr7Yv38/5s+fj+DgYNE+7u7ueOKJJ3DmzBmLv1k7Oztj6tSpRu9CSCQS3HXXXfjll1+wZcuWWicgAODtt9/G7t270adPH4N9+vTpg927dztsAoKISMzx2UNwfPYQs/u7yKT4emqPBpGAoIbB3p8lHC0OIqI6y7sK/DYVWDXG/ASEsdOVVGDXuQy99gmWKEjZiHEkhA2pVCocPHgQycnJSE9Ph6+vL0JDQxEXFwcPD+sP171w4QLOnz+P9PR0ZGdnw9vbG8HBwejZs6dFh0qmpKQgPj4e169r1tFt0aIFevbsicjISIs9h7U4UoaQiByLOSMipBJg2SPdMaJTcxtEZBn8u9ew2PuzhKPFUVf8vSdqYipLgUOfAfv/Cyj1i0hryb2A8gL9dgMjIX44fBmz153VaQvwcMHhNwfDSeZY9/sd6e8eS3XbkEwmw4ABAzBgwAC7PH9UVBSioqKs/jyRkZENIuFARGRpH03o3KASENTw2PuzhKPFQUQNVHGW8f2WXnry92nAxa1GOkiA2CnA4PeAxW3MPu3ak9f12u7r2sLhEhCOhkkIIiIiC3jz3mg82DPU3mEQERE5vkUmblgaqcFQJ3c9bzgJ0aIHMHIh0KJ2U8jSsopx/HKuXvt4TsUwiSkaIiKienomLgLPxHEEGBERkUOKiAM63Kfb5h4EjPsCeGJHrRMQALBGZBREVDNPdAzxqmuUTQZHQhAREZkgtv53lYd6hGLWiGgbRkNERES1NmwucHE7oK4Eej8LxL0BKOpWRFoQBKw9eU2vfUK3FpBIJPWNtNFjEoKIiMiIFQdT8cEG8Qrawzs2w7zxnfiBg4iIyJ6uHQOOrwDGLAGkMvE+Pq2A+z4HmncGAtvV6+mOXc7F1RzdApcSiaYeBJnGJAQREZEIQRCwcNsFfLEnxWCfTyfFsvgUERFRbc24/d4qVhtihuH3XT1FGcDO94FTP2q2W/QAejxuuH/MRPPPbcSaE/qjIPq1CUBzb4VFzt/YMQlBRERUQ6VKjTfXnMEfx/U/ZFSncDZwt4WIiIgMM7b6hTkrY6gqgSNfAXsX6C6puWsO0HEc4Opb7xANKatUYePpm3rtE7pxFIS5ePuGiIiomtIKFZ75/rjJBAQRERHZQcpfwBd9ge1v6yYgAKA0B9g936pPv+tcBgrLlDptbi4yDO/IJbrNxZEQREREt+UWV+Bfq+Jx8kqevUMhIiKi6nJSge2zgfMbjfe7chhQVgBOLrU7f3GW8X23R2iITcUY0ak53Fx4aW2uJvWdKiwsxMmTJwEAAwYMsHM0RETkSK7nleKx5UeQklls71CIiIioSkUJcOBj4OCngKrccD+FD3DPbKD744CsDpe5YvUpqu97Px9ZReXYczFTb/f93VrW/vmasCaVhEhMTMTAgQMhlUqhVCpNH0BERE3ChVuFeOzbI0gv0P9wI5EAc+7rhHfWnbVDZI1baWkpli1bhi1btuD69evw8vLCXXfdhaeffhodO3Y0emxxcTE8PT35nk5E1FgJApCwFtj+DlBgbIqkRFOMctBswN3fqiFt+OcGVGpBpy3YW4G7Iqz7vI1Nk0pCVBEEwXQnIiJqEo6m5uDJVfEoKNO/kHWRSTF3XEcMbt9MNAmRXVQOfw+5LcJsdJKTkzF8+HCkpaUB0Lw3SyQSHDt2DMuWLcNzzz2HhQsXQqEwXmmc7+lERI1QegKwZSaQtt94v1Z9gHsXAMFdbBLWmhPX9dru69oCMimX6q4NFqYkIqIma1vCLUxZfkQ0AeEpd8J3T/TCG6vPoPvcnaLHG2on48rKyjB27FikpqZCEAT4+fmhT58+CAsLgyAIUKlUWLp0KXr37o0bN27YO1wiIrKlzTOAL/sZT0B4BgMTvgEe32KzBERSeiHOXM/Xa+eqGLXHJAQRETVJPx25gud+OI4KpVpvX5CnHL8924fDK61kxYoVOH/+PKRSKRYsWIBbt27h4MGDSElJwbFjxzBw4EAIgoCzZ8/i7rvvRnJysr1DJiIiWzn6P0DQf28GAMhcgH6vAi8eAzo/oJkzaSHdyr5Et7IvDe5bc1J/FERMC2+0a+ZpsRiaigYzHUMm41rsRERUf4IgYMmuZHy886Lo/ogAd6z6Vy+E+rnZOLKmY/Xq1ZBIJHj22WcxY8YMnX3dunXDX3/9hQULFmD27Nm4cuUK+vXrh61bt6Jr1672CZiIiOyv3Qhg+HzA30gByXrIgRcAIKzsJ9H960SSEONjOQqiLhrMSAhBECzyRURETZdKLWD2urMGExBdQn3w+7N9mICwstOnTwMAnnnmGYN9Zs6ciQ0bNsDd3R0ZGRkYOHAgDhw4YKsQiYjIUfhFApN/Byb/arUEhDlu5pfpbMukEoztGmKnaBq2BjMSwsXFBZWVlRgwYACGDBlSp3Ncu3YNX331lYUjIyKihqCsUoWXfzmFrQm3RPfHtQvEF1O66a3zfXy25j1HrP5D1T6qnby8PABAq1atjPYbMWIEdu3ahVGjRiErKwvDhw/HH3/8gXvvvdcGURIRkV25eAADZgB3PQ84uVj96Yy934+KaY5NZ3Q/PwxsF4gAFqeukwaThOjSpQuOHTsGf39/vP3223U6x5EjR5iEICJqgvJLK/HUd8dwNDVHdP+E2BZYMLEznGX6AwSrVr9I+2iUVWNsStzd3VFQUIDc3Fx4e3sb7duzZ0/s27cPw4YNw7Vr1zB+/Hh8//33GDlypI2iJSIim+s8CRjyPuAVbLOnNLba1e4LmXptE7q1tGY4jVqDmY7Rs2dPCIKAo0eP2jsUIiJqQNILyvDQV38bTEA8MyACix/oIpqAIOuIjNQMp42Pjzerf3R0NPbv3482bdqgoqICkydPxjfffGPNEImIyJIqS4Hd84G8K6b7/msbMOErmyYgTCmpUOlseyqcMLh9kJ2iafgazCeuXr16AQCuX7+O9PR0O0dDREQNQUpmESYsO4TztwpF988e1R5vjmwPKdf3tqmqGwvr1683+5jWrVvjwIED6NKlC1QqFV599VUrRkhERBaTshv4oi+wdwGw6XXAVJ2+VnfZJq56GN05GApnLpxQVw0uCVGf0RBeXl4YMGAABgwYYMnQiIjIAZ28kouJXxzC9bxSvX1OUgk+eagrnuwfYYfIaPjw4QA0q2RkZWWZfVxQUBD27t2L/v37s9g0EZGjK8oEVj8FfD8OyLmkaUvaBpwzPwHtqDgVo34aTBIiOjoaqampSE1NxaBBg+p0jvbt22PPnj3YvXu3haMjIiJHsvtCBiZ/fQS5JZV6+9xcZPh2Wk+M47JadjNixAh4eHigrKwMc+bMqdWxXl5e2L59O8aMGWOl6IiIqF7UauD4KuDzHsCZ3/T3b34DKMu3fVwWEurnih6tfe0dRoPWYApTApqhmERERMasPn4Nb6w+DZVa/065v7sLVjzeE51b+tg+MNJSKBQoKCio8/FyuRxr167F1atXLRgVERHVW8Z5YOMrwJVDhvuUZANXDgPthtsuLgsaH9sSEgmncdaHQyUhVCoVZDLOrSEiotoTBAH/23cJ/9lyXnR/qJ8rvvtXb4QHuNs4sqbJ2u/pUqmUNyeIiBxFZSmwbzFw8FNArT8KUatVX2DMJ0BglM1Cs7QJHElZbw41HWPp0qXw8vJCXFwc3njjDSiVSnuHREREDYBaLWDupnMGExAdgr2w+rm+TEDYEN/TiYiaiJTdwLI+wP7FhhMQCh9g7OfAtE0NOgHRrZUPwvhZot4caiTEd999h6KiIhw4cAAxMTFwcnKo8IiIyAFVKNV4/fd/sP6fG6L7+0T443+PdYenwtnGkTVtfE8nInIAxSaK/7oH1P3cRZnAtrfE6z5U13kSMGwu4BFY9+dyECxIaRkO84kgPT0dJ0+eBAA4OTnhrbfesnNERETk6IrKlXjuh+PYnyT+IWtU52D898EukDtxqp8t8T2diMhBLIo0vv/9OhSIVKuBk98DO94FyvIM9/OLAEZ/DEQMrP1zOCAXmRSjOwfbO4xGwWGSEMeOHYMgCJBIJBg4cCBCQkLqdJ64uDi4uroiNjYWTz31FCIiuPwaEVFDkV1UbnS/v4dc+zirqByPr4jHmeviH6Cm9mmN98Z0hFTK4lG2xvd0IqJGKuM8sPFl4MrfhvtInYF+rwD9XwOcFTYLzdoGtw+Cj5uLvcNoFBwmCZGSkqJ9fPfdd9f5PFOmTMEzzzyDHTt2IC8vD1988YUlwiMiIhvoPnen0f1pH40CAFzJLsFj3x5BWnaJaL8Zw6Pw/MBIVq+2E76nExE1MoIA/DW3SRSeNGQ8C1JajMMUpiwqKtI+btGi7j/ghx56CHK5HIIgYN26dRaIjIiIHMnZ6/mY8MUh0QSETCrBwvs744VBbZiAsCO+pxMRNTISCZB/1XKFJ4uzDNerMFXHwg583ZwxMCrI3mE0Gg6ThPDy8tI+rk8FbS8vLwwYMAAAkJGRgfPnxSulExFRw3MoOQuT/ncYWSLTNuROUnw1pTse7Blqh8ioOr6nExE5iBkpmi9D+2pj2DzA1Ve/vfMk4MVjQLdHAamZl5eLIg3XqzBVx8IOxnYJgYuTw1w6N3gO850MDLxTLfXatWv1OlfPnj21jxMTE+t1LiIichxTVxxFUbn+Ra23qzN+eqo3hnRoZoeoqCa+pxMROQj3AMMrYNR2ZQyPQGDoh3e2/SKAR9cBE75qFCtfAEDijQLR9vFcFcOiHCYJ0blzZ+3jXbt21etcoaF37oLV98MPERHZzvHZQ3B89hCD+ytVgl5bsLcCfzzbB91b+1kzNKoFvqcTETVQFcXG98dO0ax2MeAN4Lm/gchBNgnLFgRBwHvrz4ru69LS28bRNG4Ok4Ro3749goODIQgCjh49irNnxX8BzCGX36meXn1eKhEROTZ/D7nOChimtA3ywJrn+6JtM08rRkW1xfd0IqIGprJUU3jy0y5AUYbhfhIJMGUtcM/bjWrlCwD489QNxKfliu5jnSnLcpgkBABMmjQJgCYL9fLLL0OtVtfpPJmZmdrHCkXj+s9BREQaPVr74vdn+yDY29XeoZAIvqcTETUQKbuBL/oC+xYBxZnAtreM9ze37oMxlqxVYQGFZZWYt/mczZ+3qXKoJMSMGTO0HzB2796Nf/3rX3UqaHX48GHtY39/f4vFR0REjmFI+2b44cneXK/bgfE9nYjIwRVlAmueBr4fB+RcutN+5ncguX5T6UyqqlXxfr7+V21rVVjAZ38lI7NQv+g1WYdDJSGaN2+OefPmQRA0c36///57DBw4EDdv3jT7HGlpadi4caN2u2vXrpYOk4iIrOhGXqnR/ZN6huLLKd2gcJbZKCKqC76nExE5uM97AKd/Fd+36VXNFI0mIDmjCN8eSLV3GE2KQyUhAOCVV17B5MmTtR9aDh06hLZt22LmzJk6QzLF3Lp1CxMmTEBlpWb92qCgIJ3iWERE5Ng2n7mJEZ/sM7j/3/e0wX8mxMBJ5nBvXySC7+lERA6sLE+8XeoMxDwAoPHXQRAEAe+vT4BSrV/4mqzHyd4BiFm1ahVkMhm+//57SCQSlJSUYPHixfj444/Ru3dvDB8+HJGRkWjevDmcnJxw48YN7Nu3Dz/++CMKCwsBaIqHPP/88ywiQkTUAJRUKDFnQyJ+ib9qsM+c+zrisT5htgvK0RVnGd9vh+GsYvieTkTUgLTqA4z+BAiKtnckNrEt4RYOJJt4PyWLc8gkhEwmw6pVq9CtWze8+eabKCsrAwAolUocOnQIhw4dEj1OEATtB5ROnTrhjTfesFnMRERUN2ev52P6zydxKcv4smB2S0A46sX+okjj+9/Pt00cJvA9nYjIzi6L/53VofABhn0IdJ1imcKTDUBphQofbmQxSntwyCRElZdeegljxozBG2+8gbVr1wLQ/VBSNbwT0NwlkUgkEAQBXbp0wYYNG3SW9SIiIseiVgtYfiAVC7edR6VK8/fcDwWGDyjOss8FfwO52Hd0fE8nIrKxsgJg5/vAseXG+3V+CBg2D/AItElYjuKLPcm4bqIOFVmHQychACAiIgJ//PEHkpOT8f3332Pz5s04deoUVCqVTj9BENCxY0c8/fTTePrpp/lhhYjIgWUUlOG13//B/iTdUQYnFM8aPmgReMHfwPE9nYjIRi5s1RSXLLhuuI9fBDDqv0DkINvF5SAuZxfjy32X9Nrj2gVi70XjNYuo/hw+CVGlTZs2+OCDD/DBBx+goqICqampyMzMRHl5OXx8fNC6dWsEBDjG/FciIjJs17l0zPjjNHKKK+wdCtkJ39OJiKykKBPYOhM4u9p03+f+BpwV1o/JAX24MREVSrVOm7NMgvfGdMA9/7fXTlE1HQ0mCVGdi4sLoqKiEBUVZe9QiIjITGWVKvxn8zms+vuyvUNpHGakaP4Vmy5Sta8B4Hs6EZGF5F0BvhoAlOaa17+JJiD+Op+Onecy9Nqf7B+BiEAPO0TU9DTIJAQREdWTjYstXrhViOk/n8SF9EKDff51dzhw3KJPaxmOerFv7GfkICtjEBGRDXmHAi16AMk77B2JwyqrVOGDDYl67c29FHhxUBs7RNQ0MQlBRNQU2ajYoiAI+OHwZczddA7lNYY9VgnwcMGiB7pgUFQQuh38EoB4bYhuZV/ihEWiqiVe7BMRUUMgkQCjPwaW3QVUFN1pjxwMpOyyX1wOZPmBVFzOLtFrf3tUe7jLeWlsK01j/RUiIrK5nOIKPPXdcbzzZ4LBBERcu0BseWkABkUFaY6BF3LgJX4+A+1ERER0m08oMPg9zWNXX2D8V8AUM+pDNAHX80rx2V9Jeu13RfhhdOdgO0TUdDHdQ0REFncwOQuv/HoKGYXlovtdZFLMujca0/qGQSqV2Dg6IiKiBkpZAeSmAYHtDPfp+QRQkg30fLLJLbtpzPxN51BWqXtTRCaV4IOxnSCRSJBdJP6ZBQCyi8rh78GVmiyFSQgiIrKYCqUa/7fjAv637xIEQbxPmyAPLJkUiw4htRvZ0FKSCeTeLmrpJAc8mxvuXJwFKMvMPLMZSRA3f8P7VErNsFeJVP9LKrv9mIkWIiKqp2vHgD9fBMrygRcOAwpv8X5SGTDoTdvG5uAOJmdh05mbeu1T+4QhqrknAKD73J0Gj+8+dyfSPhpltfiaGiYhiIiaIisUW7yUWYSXfjmFM9f160l4oAThkluYEO2KR2I84HLlHHAhR3OnpuT2v6U5SAnMgbQ0B1Dqn/+A/CXg09sbLXsCTxr+sIA1TwEpf9XpdYgyNpT15j/AN/eYPodYkkLsK7gL8Ogaw+fZ8BJw+e87/YmIqHGrKAb+mgsc/gLA7Qz/zvc19R9MMVaIujirSdQ2qlSp8d76BL32AA8XvDy0rR0iIiYhiIiaoroUW1SrgfL820mDHKBUkzwQSrJx7tJlPHuxO65UiI9uGOGaiMXCf4FUaL4MkJn/ChyHIF7vQrSfOX3L8ozvz78GZF0w7zmJiKhhS94FbHxZs/xmdce+BTpNBMLuNn68sULUiyItVojaka06lIbkjCK99pkjouGlcLZDRMQkhA2p1WocPHgQKSkpuHXrFnx9fREaGoq4uDi4u7vbLI4bN24gPj4eV69eRX5+PhQKBQICAtClSxd06tQJTk78tSBq0ra/czvBkKsdoaD5N1f0IloCoAOAwMoQXBEpHtknwh9v9e0H/PFf68duD+YmIcxlanSDpZ+PiIgsw5LLX5fkANveAv752XCfTa8Cz/0NSDkqzpCMgjJ8slO/GGVsKx/c362lHSIigEkIm1CpVFi8eDGWLFmCGzdu6O13d3fHww8/jIULF8LX19dqcaxbtw4LFy7E33//bbBPYGAgnnjiCbz55pvw8jI9X3vatGlYtWpVrWOZOXMmPvroo1ofR0QWoqwALmwW33doSZ1O6Ssp0o4SBQAnqQSvDmuHZwZEQpapvyZ3o8EkBBERAZZZ/loQgIQ1wJaZQHGm4X7BXYCxnzMBYcJHW8+jqFx3jqdEAswZ20mvMPbx2UMAiNeGqNpHlsEkhJXl5eVh9OjROHjwoME+xcXF+Oabb7B161asX78esbGxFo1BqVTi8ccfxw8//GCyb2ZmJj766CP88MMP2LRpEzp37mzRWIjIQRRcB36fatFT+koKtY9b+7vh00mx6Brqo2lw9av/E3i3uvPYo5nxvm7+gFcL0+c0VD2zJpmRitgSKSD3vjPdQlADgkp3uzaYhCAiapryrwObXgMubjHcx0kBDHoLuOsFQMZLOWOOpeVgzYnreu0P92qFmJb6RT2rVr9gAUrr42+uFSmVSjzwwAM6CYhWrVphypQpCAsLQ2ZmJtatW4f4+HgAwLVr1zB69GjEx8cjJCTEYnE888wzOgkIqVSKESNGIC4uDoGBgSgpKcHp06fx+++/Izc3VxvLkCFDcPr0aTRvbqQCfTWenp4ICgoyq29AQOMvgkPkyLJdQuDZegBcLu+z2Dl9oUlC3N+tJT64ryM85NXeYtz8gGadNP+6+WuSEnqP/W4/9gc+CtV/glfOmB/M/d/U89XUQqvewJtXjPcRhBpJittf6urJitt9pCYqY9y3FKgouXPclybmAxMRkWNTq4ETK4Ed7wHlBYb7hfUHxnwK+JsYcVGdFQpRNwQqtYB3/9QvRunj5owZw6LsEBFVxySEFf33v//Fzp13hvNMnjwZK1asgIuLi7btrbfewpIlS/Dyyy9DEATcuHEDTz31FDZt2mSRGA4fPoxvv/1Wux0YGIiNGzeiV69een0XLFiARx55BJs3a4ZoZ2Zm4u2338by5cvNeq4JEyZg5cqVFombiCygKNPg+uDd5+7EKGlXLHWpXRKiWFAgR/BELjyQJ3ggB57IFTyRJ3gg0akDPn2gK+7rKjICwUkOPGd4RFijJ5EAEhksUnrTp5XpPkTk0HIy9O/OVucXZMZILmocspKBDdOBy0beI+XewLA5QLeptV/yuaoORRMoQFndT0evIPGmfkLn9WFR8HV3ETmCbIlJCCspKCjAggULtNuxsbFYtWqVaNHH6dOnIykpCZ9//jkAYPPmzTh48CDuvrv+d7e+++47ne0VK1aIJiAAwMfHB7///juioqJw7do1AMDvv/+OZcuWQS43MhSZiBxHRQmQsBY4sQpITwBeuwDIPUS77lB3F21fWPkg3hjfRzsqocTJG4v2ZeLHM4WogHgV6e6tffHJQ10R6udWv/i5lBgRNQF+yzoY79DELhgbjdqMOlBVAoc+A/Z8BKjKDZ8zejQwcjHgFVynkHLKcozu91NYYLpkHVgzrpziCizepr+KVMcQLzzcy3Aivyl+r+yFSQgr+eGHH5CTc+cXZuHChUZXnZg7dy6+/fZblJSUAAA+/fRTiyQhjh8/rn3cvHlzjBplfI6Tm5sbHn74YSxatAgAUFhYiEuXLqF9+/b1joWIrOjmP8DxVcCZ33WHcp5dDXQXr/1gKKGwTDUOb/TQ/K04dTUPL/1yEpezywCR/lIJ8O972uLf97SBk8wCxbEccSkxJkaIiMgc5i5/feMUsP5F4JaRaYbuQcDIRUCH+2o/+qGauF/jjO4/M7UWUx0tyJpxLdp2AfmllXrtc+7rCJnU8PeyKX6v7IVJCCtZt26d9nFYWBgGDx5stL+3tzcmTpyoHbmwdetWVFRU6EzdqIvqiZDw8HCzjomM1L0IqKoTQUQOprwQOPMHcHwlcPOUeJ/jK0WTEH4wPOfUDwVQqQV8tS8F/91+EUq1ePHGFj6u+GRSV/QMa3gZ+FpxxMQIwOQIEZGD0d6xFluxoixHc8f62jFg+TBNAWNDuk4Bhn2oqZVEtXL6Wh5+idev03R/t5bo3prfT0fBJIQVlJaWYs+ePdrtIUOGQGJGBnPo0KHaJERhYSH2799vMnlhSvUlP4uLi806pma/wEDxOeVEZCZLrhsuCMD145rkwtk1QKWJ/9c3TmjutDSP0Wk+oXjW4CEnFM/i4W/C8felbIN9RnUOxvzxMfB2FR9NQTbgqMkRIiIbcMQh6to71q1b6u/8NU5zxzqkG9DqLvEaED6tNYUnIwdZN9BGSn27GGXNha885U6YeS+LUToSJiGs4Pz586isvDMEqE+fPmYdV7PfmTNn6p2E6NOnj3b1jcTERGRlZZlcmaJ6AiU4OBht2rSpVwxETZ4l1g0vzQVO/6aZcpGhX+3ZoGadgLLaX4waSkC4ucjw/tiOeKB7S7OSq0REpO/SE4cAAD4r+unty3v8ACJsHVAD1GCHqEulwJglwBd979SCkEiBu57XLL3p4m7f+BqwP05cw6mreXrtLw9thyBPhe0DIoOYhLCCc+fO6WzXnN5gSFhYGGQyGVQqleh56uLpp5/G0qVLoVKpoFQq8dprr2HVqlUG+2/fvh0bN27Ubr/++utmX2gcO3YMo0ePxsmTJ5GVlQW5XA5/f3/ExMRg0KBBePTRR7k0J1FtCAJw5W/NqIfEPwFlmXnHObsDnSYA3R8HWnSr11zS6mJaeOPTSV0REShe6NIimuhSYkTUtNz31yTNA7E75n9NctwLaLKMgDbAwJnArjlAUEfgvs+AFuLFoutr70N7AYgnbar22YOl48ovrcSCLef12ts188BjfVrbJSZLcdS46oNJCCtITU3V2W7Vyrzl1GQyGUJCQnD16lUAwKVLl+odS8eOHTFnzhy8/fbbADSrZeTm5uLdd99F9+7dtQmGmzdv4ptvvsG8efMg3B7DNGbMGLz00ktmP1dCQgISEu7coa2oqEBhYSHS0tKwYcMGzJ49Gy+99BLmzJljtEhnXWVmZtb7HFlZJobNE9lCcRbwz8/Aie+ArIvmHxcSq1m+K2YiIPe0aEjPxEXgtaFRcHGyQPFJYxxxKTEmRojIBEvXz/rrfDoGRQUhPz9f+7msthQKBVxdXUX35efnQ61W1+m8Li4ucHcXv1tfWFgIpVJZp/M6OzvDw0M8yV1UVKQzytgcVT8TJycneHqKvycWFxejoqKidoHeJpVK4e3tXaeYAADtH4WL2hkVHR8CZC7A7X0SiQQ+Pj6ix5eVlaG0tLRWzymB4RsRVVNWKioqzJ62Lcbb2xtSkToYlZWVKCoqqnVcklIJcktz4enpKXrNoFQqUVhYqNO2cGcqsov1f5avD2qNogLdzxQeHh5wdtafTurj4oP8fPHPH1UxGePu7m6wnl99/ka4ubpBoRAfySEtk5qMq0peXl6dY7A0JiGsoKBAt+Bb9boMpvj4+GiTEDX/c9XVW2+9BU9PT7z55psoLi7Ghg0bsGHDBnh4eMDf3x8lJSU6F/Bubm549dVX8e6770Imq92a9i4uLvDz84OzszOysrJ0/lCWlJTgP//5D/bv34/NmzcbfEOoq6CgIIuej8huVj8JXNptXl+5F9D5QU3yIbiz+c8xIwW5JRXwXaq/8k23si+1j4M85fjvg13Rr20THsXkiIkRgMkRIgcy4t57a3fAc8Z3/2vlMXRu6Y3sfT+g8sopI5drhj35xBN46qmnRPc98+yzejfNzHX//ffjjRkzRPe98cYbOHHyZJ3Oe8899+A/8+eL7ps3fz7++usv3UYT38Oqn0m32Fh88cUXon2WLluG1atX1zpWQFPw/Zeff9Zp23v/TuDESsSl/qDX33WFG0Z8IfZ78pPOlo+PD7Zt3Sr6nBs2bsTixYvrFK+x79f+/fvx1u0blnWxdcsW0eud06dP4/kXXqh1XFU/u59/+gkREfqTk65cuYKHJ0/Wble6ByGnx1OaaS3VyDMS8M6zH+odv2zpUnTvrj/yJD8/X/PcRmIyZv68eQan0tf6b0Q1r7/+Oh6YOFF030OTJpmdXKhtIs+amISwgpoZP0OZKzHVM9aGMod18e9//xsPPfQQpk+fjl9//VV7/prPERUVhW+++Qb9+unPUTSkR48emDRpEoYNG4b27dtrM5aCIODs2bNYtWoVli1bpk1IHDhwAJMmTcKGDRtEs6ZEjU5tLxZjp5hOQoT21iQeOo6r9fzRonIllv+di6/3X0JR+U8G+w1p3wwLJ3aGn3v9VukhK3HU5AgRWcTpa/lAxBg4BXaHR9o+uGQn1SkZ0Vi5rnADAJQ+XmJwn00l7YDf1llAdjIQrj8KWlLGn541CAAK247QS0BAVQHPlJ12iYlMYxLCCsrKdOdt12aZTblcrn1c2+FWxqxduxazZs3CxYvGh3ZfuHAB/fv3x3333YcvvvgCwcHBRvsvWrTI4OoZEokEMTExWLx4MaZOnYqRI0fi2rVrAIDNmzfj559/xiOPPFK3F0TUkJi7bniV6NGAq6+mGGV1rr5Al4eBbo8BQfojGEwpV6rw4+ErWLo7WXTIYhW5kxSzR3fAlN6tWHySiMgKXFe4QQBQJnIBXXRxts620jMEeTGT4FR4E+5p+yDPvshkBIxf1Nv0gj87Bdj2FnBRfPSCvQgSAXAGBGcBMDKwuaCiAEllSVCF3F4yVAAkFYA0W/cgwUWA2l93Co+kXAJpju7Ff2FFIZLzkgEAScVJUDVTQVKp309wFqD2Mz0lqKCiABdyLmiOEQQIEFBQdGfUeVlQR1T6tAZkxZAprt1+AYDrrX8An1wgvcbrUAg4ln8MOZdztOfzU/ihZ/OeRuNQRlVCUiKB7Kru5bPaXQ1VaxUgAQ4UHUDG+QwEuQZhcGvdERFqDzVUkSpAcmd6laRYCqekGufzVEMZpUT1/+QnK0/iAYiPhGiomISwgpojHyoqKsweDVFeXq59bGgeX229/fbbmF9teNtdd92FV155Bf369UNgYCCKi4tx9uxZ/PTTT/j666+hVCrx559/Ij4+Hvv27TNaWNPc5TtjYmKwbt069O7dW1t4c968eUxCEIlxVmiSDYeXabbD+mtGPbQfo9lXSyq1gDUnruGTnUm4nmc6ubnh3/3Qrpllp0sREdEdgqpqBJt+EkJQiddFUHoGIz/mISYjHIRcogR2vg/8vRRQmV9XQpAIgBSQqHR/eoKrAHWgCqVepdiQsgGlylI0c2uGuFDdYoSqIBWUsZUQnAA4CYATIL0lhctBuW6/MBUqRpTDlAs5F7A0aylw35026Q0pFH/qXoeo/dUoH6d7o1Ws3/mc8/jXtn/daZhg4HwB+ucTcz77PJ7Y/oROWyfvTppzyFxQFDkEACCT34JbqxV3OoUClSFSyNbXeF4/NT6/+jlw9U5bj2Y9sGLEChhTcU8FpNelekkIwUdAZZzm5/9H3h/AEaBn8556SQjBW0BlX93fE+l1/SSE4CVA2VN32sRp5WmjsTVETEJYQc2iOmVlZWYnIaqPfjBUnKc2fvjhB50ExIsvvohPP/1UZxqEj48P+vXrh379+uGhhx7Cvffei9LSUty4cQMPPPAAjh49apFCkt27d8eDDz6In2/Pnzt37hwuXbokOterLjIyMup9jqysLHTo0MEC0RBVo1YDJ1bW7pju0wCZsyb54G/eCjs1CYKAbQnpWLz9ApIzzJ/exQQEEVHtbN2ypVb9Yxdoluj0xCy9fd87z8Ui5cM4LYj/7a9KRkQ3c8fTfVtiYFs/0VFrxj57fvXll/UqTGnIwoUL61WY0pC333rLYB2KAesH6LVV/3kY+wz7wvPP46knn9RpK1GW4FrxNZSrylGhqkCFugIezh6I8YvRdBAEuFxYh/S/F+C/CUdR5u2OcqkHyiQSRFZU4un8ApFnAqT/lqBMVQaloETfZn3xUe+PdPYfunUIs47OQjnK8daBtwAA/Vv010lCjBk9Gu6d3DDzyEydY3t26olFsxfptB3JOIIZh8W/Z6bExMTgs2c/02k7lXUK0w9NF+1nqkCnueerUvXz8/T0RHaW/pLhLnIXbN2yBZ/uScPKIzcMP2/nGHz2nO7znsw6iZcO6RbeF6AZneDt7Y2tW7aI/k4BQOfOnbHkuSU6bSeyTuDlQy/rnk+kmOyCjz7S62fu+fz9/UTjAYBff/nF7OK1WVlZaNeunVl9rY1JCCvw8vLS2c7NzTVY5bam6pVT61u4sbKyErNm3Xlz6969u14Coqa4uDjMnz8fr7zyCgDg5MmTWLNmDR588MF6xVJl/Pjx2iQEABw+fNhiSQhzR2UQ2dTNf4CNrwDXj9fuuMAoYOicOj/toeQsLNh2Af+IrJdNRESWVZsi5KZ83TIL7+XMRbnQHe8UjkeK0EK03/n0Yry69gI6BHth+uC2GNahGaRS88ZG1HZVB3NZuuh4ldremPvz+p+Y1mmaTtupjFN499C7KFeWo0xVhnJVOboFdcOyIct0+p27fg7P7H1Gp+2u4LvwdeTXwI2TwJaZwNUjuKVQYEWwblH03qVlBpMQRco7NwNUEpXe70xAmf70zDKV7kgBhUKBQB/9z7tKiVL/fOV1Lyjt5OSkdz6Pcv2fgVi/+pyvijnnzFE648djN6u16P/uy2QyvXN5luv/jlZdxEulUqPPLXPSP59XuZdev6qkhk4/T/1+5p7P2JAnc68xAdQ5QWgNrApoBeHh4TrbV65cMes4pVKJmzfv/Geq78X5/v37cf36de32c889Z1YhyKeeekony7127dp6xVFd27ZtdbYtMXqByCGV5QOb3wD+N7D2CYh6OH0tD48uP4LJ3xwxmoCQSIBxXUNsFhcREZnnpEKBaSHNsM/jHHYqZuIb7xUIgeElxBNvFuDZH45j1GcHsPXsTajVdVvSsyHKLRNfmnDPtT16bUq1Eqn5qbhRfAM5ZTkorixGcaX+spRyJ7leW3lFEbB+OvC/QcDVIwAAhcjd5zInOTDxW5Nxl6r0p0YqnPRHrpQp9acrKGTm9XN1ssy0bnsTW8pTgID31yegUiVUb6zz+cwlNuJAND4L92uMOBLCCqKjo3W2k5OTERcXZ6D3HWlpadp6CWLnqa0zZ87obIstRSPG3d0d0dHROH1aM//o3Llz9YqjOjc33WrFliy+SeQQBAE4u1pTpKoo3WZPm5xRhP/bfgFbzt4y2XdwdBCe7B+Ods08se6U/jDG7KJy+HvofwgjIiLb6VVWBomgxpDyHbjHbQ82yEfhg9wRyIHInVIA524W4NkfTiC6uSdeGtwWwzs2N3tkREPlqxC/a12u1K+FIJfpv6/VHGkAGLjIv/kPUO3GHgDIBf3pLOWBUUCn+4Hj7xsKWXM+M5MLpcq6JytcnVzh4ewBhZMCCpkC14quicbi6eKJHs16ALhzBz/KN0q0X7egbjptbX3a6vXzcPZA18CuOudr49NGr5+7szs6B3TG6Szj9Q48XTzRvZnmGkYCCSQSCeTqFtiSpJuYE9RuaCHvirAAd00/SESf11fhi3tC74FEItGeL9w7XK9fTWMixiDMO0yvPdAtEBPbTdQ+p0QiQahnqF6/Zu7N8FiHx7R9JBIJWnq01OsX4hGCZ7s8q3O+YHfjCwU0RExCWEF0dDScnZ21a7EePnwYTzzxhImjgL///ltnOyYmpl5xFBfrZnfd3c1fxq96X0smCtLTdS/KAgLqPlSMyOFkJQGbXgNS99rsKW/kleLTnUn4/fhVmLr51SvMD2+MiEKPMD+EzdpksF/3uTuR9tEoC0dKRERVjs/WFNMbuFp8f+eycgwqufP5S6quxH2l63CP5w5sdB6HuTn3oBjid7rP3yrEcz82vmREVmkWskuzEeWnf4Fck1hyQXSEg7nJCugnHERHQqhNF6g0dKfbW+6Nu1vcDYVMoU0cNHdvrtcv2D0Y/xf3f1A4KeDq5AqFTAEPF/2pDRE+Efh78p1ri5hV4tcV0X7RJosyVvVbde8qk/3a+7fH9yO/N9mvg38H/DjqR4NxVYnyi8LKESu122WVKgz+v70AdK9Pgl3DsXbCNLi6GFkKBECkTyQ+vedTk/HVNL//fNH21l6t8V6f90weH+oZihk9TdfoCPEIwQtdX6h1fA0NkxBW4Obmhri4OOzcqVmbdufOnRAEweRSdzt27NA+9vDwQP/+/esVR805Rrdu3dKbDmFI9Wkhfn6Gi6HU1sGDB3W2w8LCLHZuIrupLAX2/x9w8NNaVcgGABRnGV/C04Cc4gos252M7w5fRoXSeHGx9sFeeGNEFAa2C+SSm0REDsDUaLOXc/P0LlVvOMkwMdgXDxRuxF6fzfjT6QEszOqLcogXiqxKRkQ188RLQ9piRANNRuSX52PF2RX46fxPaOHRAqvHroZUYnx6cblKP7kgNtJArJ+HiwfayTygKM6GXBAgFwSEiMylD/COwMthQ6EI6gi5TA65TA4fuY/BmA5MOgBXJ1c4S51F34ubuzfHl0O+NPq6quIbFjbMZL/G6os9KaIrfb0zuoPJBAQ5DiYhrGTcuHHaJERaWhp27dqFIUOGGOyfn5+P1avvpMNHjBgBubx+w6HbtNEdgrR9+3azEhtJSUlIS0vTbpubuDClsrISX3/9tXZbLpejX79+Fjk3kd1c3AZsngHkXa7b8Ysigffzze5eVK7EN/sv4Zv9qSgqN15gqLW/G14bFoXRMcEN8oMnEVFjlVOWY3Df6LAR6NkmVJPcLsvTti/z8UahTIpvfbzxu6ca/8r/BYf9NuJH2YP4OLM7VBC/ALuQXojnbycjpg9ui3s7NYxkhFKtxPIzy7EqYRUKKwsBAMl5ydiSugWjIkZpkvgGTO/wuF5bsHsw1t23DnKZHAonheZfkcREc/fmWB3zMrD2afGTy72BQW/Cu+eTeEJWY0WP4iyDcXkrKzXHUp1dyS7BF3tT9Nr7tw3A8I7N7BAR1RULU1rJlClTdEYizJw502hF0tmzZ6Ok5M5a0dOniy9ZAwADBw7UziUydlezX79+cHW9M1Rv6dKlOoUqDXnzzTd1tocPHy7ar6zM9Nq+1b3++uu4dOmSdnvixIk68RE1KHlXgV8eAX560HgCInq0RZ6uXKnCtwdSMWDhbnyyM8loAiLIU4554zth56txGNslpEF82CQiakrifo1D3K/i9cI2pm0F7p4OvPQP0P91wNkNyc7O2OBxZ6psoUyKT/188LtzEV4s/ARngt7Hc80SYaw634X0Qrzw0wmM+HQfNp6+4fAFLGUSGQ5cP6BNQFRZemopKtWVmiT+IvFlTEf88qRem7PMGZE+kWjp2RIBrgHwdPGEc80kQpXODwIte9VolADdHgP+fRy46znNMto1GYnJYLuV5ZTlGEx6GUuGWVtd4vpwU6Le6E9nmQTvj+1okZGejel75eiYhLASb29vvPHGG9rtEydOYNq0ado6EdV99tlnWLp0qXZ7xIgR9Z6KAQCurq545pk7Swzl5uZi2LBhOH/+vGj/0tJSPPPMMzojMkJDQzFx4kTR/hMmTMArr7xi8HxVMjMz8dhjj2HJkjvr4CoUCsyZU/flB4nsRlWpmXaxtBdwfqPhfj6tgId/BSb9WK+nU6rU+O3YVdyzeC/mbExETrHh6R7ers6YdW809s4YhEd6t4azzPCf+OOzh2jnJIvtIyIiO3P1AQa/A0w/hc8iukBd4yLLW6XCwwWaC3S3ghTMzJ+Lf0L/i16txAtXVrmYXoQXfzqJ4Z/sw4Z/bkBlJBmRXVRu9MuaJBIJpnfTvyl3tfAq/kz+06rPDYkEuHcBtGsjtuwFPL0bGPsZ4GF4SfgcqRQ5BlaiM9RubcYSXobabaG2ce2+kIEdifoFv//VLxyRgbVbwtVSMdmKo8ZVH5yOYUWvvfYatm/fjt27dwMAfvzxRxw4cABTpkxBWFgYMjMzsW7dOhw9elR7THBwsM6Uhfp65513sGnTJiQlJQEAEhMT0alTJ4waNQr9+vVDYGAgSkpKcObMGaxevRqZmZnaY2UyGb788kuD00JKSkrwySef4JNPPkGHDh3Qq1cvtG/fHr6+vnByckJmZiaOHj2KzZs36xS3lEql+P777+u9BCmRXVw5DOx41/B+qTNw90tA/9cAFzfD/UwQBAHbEm5h8faLSM4oMtrX1VmGf/ULw9MDIuHtauCuTg1V85FZgJKIyLGpPQLRuu0oyM/9iPJqhQ+fyiuAZ43iiG6hnfDvboCktBc+3ZWE+DTxJSwBICmjCP/++SQ+3ZWE6YPbYlRMMGQ1Rs51n7vTaGyWeA9RC2psTd2K5LxkvaRDz+Y90Se4D/6+qSmw6CJ1wcPRD+OeVvfU70lLcjQrWfV6ynCfFt2Afq8AgdGakRFm3GmPa62/2kH1fWcM7iVjypUqzNmQqNfezEuOf99jmWnjZFtMQliRs7MzVq9ejVGjRmlXvrh8+TLmzZsn2j8kJATr169Hy5aG/4DVlp+fH7Zt24Zx48Zpl9xUqVRYv3491q9fb/A4d3d3fP311xg5cqRZz5OYmIjERP0/DjUFBATg22+/xZgxY8x7AUSOJrw/0GEckLhOZN8AYNR/gQDdN8RuZZpCUycUz+od0q3sS5yo0XYoOQsLtl3AP1fzjIbiJJVgcu9WePGeNgjy1J/XSkREDZ9UIsWrPV7FI+0fwZenv8TapDXwF6R4qLBGgtpJgd9DO+A/u55HbFAsZo6bjoqi3vhkZxKOphkesp2cUYTpP5/EpzsvYvrgthjdOUQvGWENgiBg77W9+OzkZ7iYexESSDAyfCTa+OrWNJvebTrit8RjfJvxeLrz09oVI4yNLMiRSiFaVl2tAo6vAP6aC5TmakYtthOfdgwAGGJ61QOyvuUHUpGaVazX/tbI9vCQ83K2IeJPzcp8fX2xf/9+LFy4EJ999pnOqhNV3N3dMWnSJCxcuNCiK1FUCQ8PR3x8PD7//HMsW7YMKSn6BV2qxzJ58mTMmjXL5EiFqVOnwt3dHYcPH0ZOjvH5SCEhIXjyySfx4osvIjDQ8DA2ogZhxH+A5J1Axe0PgB7NgOHzNWuDi9wpqVrTPazsJ6On/edqHhZtu4ADyYaLbQGapxjXtQVeGdIOrfzrPtqCiIjsY+/lawDE75xX7aupmXszvNfnPUztMBW3Sm5BUSkBdn0AXNasPFbS8wl8dfFnAMDJjJN4fNvj6N+iPz6a9DpuZbfVJCNSDX9eS8ksxku/nMKS2yMjRncOgR8K6vtSDXpp90vYfXW3dluAgM9PfY5PBn2i069TQCfsmLgDAa66K0nVetRB2gFgy0wg/eydtq1vAhEDAZHlO8kx3MwvxWe7kvXae4X5YWyXEDtERJYgEQSRRW7JKlQqFQ4ePIjk5GSkp6fD19cXoaGhiIuLg4eHZeYymSMlJQXHjx/HrVu3UFhYCLlcDj8/P3Ts2BGxsbFwcRFf6skQQRBw4cIFnD9/HtevX0dBQQHUajW8vb0RGBiI7t27663U4agyMzMRFBSk05aRkcHECek79Dmw4x2g19PAoLcAheGK12GzNhk91c5X4/B/2y9gy9lbJp92SPsgvD48CtHNjc/5JTIX/+5RU2T33/uqFRTEihXOSDF/6WZBAJJ3AQc/wf9ihuKzs9/odfljzB+I8osC9i3GjZs38G7OMOy8rDJ56ohAd/xVeJ/xTrVY3amm7xK+w6Jji/Tafx71MzoFdDJ5fMyqGKP7z0y9nYbIvwZsfwdIWCPeccgHQL+XTT6fOcyOyYaqCheK1Q7Y+9Be+CksfwPUHCnZms884zYO1du3bvQORPprRry8+NMJbDytexNXKgE2Te+P9sGW/SzkqN8rS8Vl97971TAJQVSNvf9zmiryZGpdcbKAsnzgr3lASFeg62TD/VRKIPM80Nz0B6Wqn6vY3NqxXYKx8fRNmCpS3ivcDzNHRKF7a8u8AZqqpmzvN1pD7BWXI7LU98ref/eI7KGx/d7nl+djxOoRKKrUnaJxb/i9WDhgIVCUAXzaFagsBlw8caX9k3gnfQD2ppWKn/C2NIWR90HA7CREUUURPFx0b7iVq8oxas0opJfoFht8MuZJvNTtJZPnNHnBP/kocOgzYP9/AaWR1+kZrFmJxAKjIRz1ItYRmbpBk/bRKBxKycLkr4/o7ZvWNwzvj+1ordAaLUf6u8fpGEQOxBYFoMgAQQDO/AFsewsozgBc/YB2IwA3Ax8YZE5mJSAA48mj9f/oT9GqrkOwF94YEYW4doEWWX6qiqlqyva4WwM4ZlyOmhhxxO8VEdmHl4sX5vebjyUnlyA5TzN03UnihBe7vqjpsP//NAkIAKck5dhz5Vssqfgeuf2fxzvXemJ/aqHoeU2t6GDqr9+VgitY9s8yHL5xGJsmbIK7851lRuUyOZ7p8gzm/K1ZLa1zYGdMj52O3sG9zXjFZljaC8i7YrxPl8maug8Wmo5R9X7Av7/1V6lS4/31CXrt/u4ueGVoOztERJbEJAQRNS7FxuspiA5xzbwIbH4NSN13p600B9j5PjB2iX7/Wqq6iJXIxFe5EFT607HC/N3w6rAojI4JhtQGBcLIMF7sE5Gjk0gkGNRqEAa0HIDNqZux9NRS9GvRD628WgG5l4H45QAAAcDHfj44oVDgN5Ua/7r4Cf4HH9wY/G+8m9oRBy/l6ZzXWN0FAAZXe7hVfAtfnf4K65LWQSkoAQA/JP6AZ7o8o9NvXJtxOHDtACa0nYABLQfUKtm+96G9mhjFRh1cvgao1YYPDukGjFwEtOxh9vORbX3392VcTNf/3DRzRLTZK4GR42ISgogalZz/M75Uk9+71ZYrqygB9i8GDi4B1JX6nU+sAmKnAKG96hxPSmYRxm3WfEDyMJC4Lzz3kfZxMy85XhrcDg/0aAlnmX3WFCciooZJJpVhTOQYDA8bjnLV7SmeN08BMmdAXYkDrgqcUGhWUyqUSfGpnw9+VKqw4sib+NG3DS7e+wo+uNgaB1OMjwCrklFQhiAv/dWZPj/5Of5M+VOnbWXCSkyKngRv+Z0aSs5SZ3x6z6d1eq3aUQepJkY7VOceCAx5XzMCwsQoD7KvT3Zc1GvrEuqDid0tt4og2Q+TEETUqJh91+bCVmDLDONDNZ3dgJzUWiUh1GoBp6/nY3vCLWxLuIWUzGJ4tjd9nLerM54fGImpfcOgcJaZ/XxEREQ1uchc4CK7XWi8w31AaG+o9y7Epzc36/X1VqsQqtTUOWq3+xn82KIHzt/3KuYmBOAfE88zaPEeTB/cFo/fHQ4XpzsX9c90eQabLm3SjoIAgKLKInx79lu80v2V+r9AZTlwfJVm+qQ5pE5A72eBuDeMFpIm2zk+ewgA8anIo2OCsfGM7nRViQSYM7YjR4c2EkxCEDkQY3+Qq/ZRPeVdBbbOAs5vNN6v/RhgxEeAt+mMe4VSjSOp2diekI4diem4VVBWq5BeGBSJpwdE2nR4odFhrLf32YOjxuWI+L0iIrN5NkdS32eQtmkvoK7Q2fXv3HzopL6vH0PE9cn4PmIQOpsomlxcWYpFh37EL8f644MxnTCgnabAXahnKO5vdz9+vfCrtq+fwg8tPFronqCyVFM0sygDKErXJBWqtiMHad6LxUikwJY3oJlgYkLkPZr388Ao033JZozVy6qZgACAST1D0SXUx4oRkS0xCUHkQIz9QebKGBaytBdQWWJ4v09rYORioN0wo6cpLldi78VMbEu4hb/OZ6CwTGm0vzEzhkfX+di6MlZM0Z7Vux0xLke92HfE7xUROa4ovyhsnLAJX/7zJdYlr4VKUKNzWTnuKdFfOeJjPx8klibgs7wCdA4bjLgy/eoPZekj4N5mEaROhbhy1R2PfVuCYR2a4Z172yDUpQhPB/XBuour4SKR4XHvDnhE5g+3fzYBB1fcTjhkAuUFhgN2UhhOQsicNYWjS7INH+8bBgz/DxB1r+Y2OjVY3q7OdvmsRNbDJAQRNS2GEhAyF+Dul4H+rwLOrqJdsorKsTMxHdsT03EgOQsVSiNFr6opujgbAODRbq7ePt6xdny82CeixqK5e3O83/d9TOs4DZ+f+hwP+HSE5PivwJW/tX1uymT41csTlRIJTjRXYEDOUcBN/31R0Wyr9rE8cBvuLb2Fd1J+hM9SzSocQQA+dlWgc3k5vNVJtQ+2KN34fo9mhpMQ97wD9HkRcNavV0ENz+vD2sHP3cXeYZAFMQlB5GAEQXxo4We7ktA7wh+dW3qzZoARRi/4L18TPyg8Dhj1f0CAflHLy9nF2J6Qju2Jt3Dsci4M/HiM6tqiJYZ1aI5ll/X38SKWiIhsLcw7DIvjFms2Ok8DknYAu+YA6WewzNcbldVGDuwTSUDUJFPcxDWPEPiUF+u09y+t3fREHabqPXgEARmJ4vsGvF735yWH0iHYC5N7t7Z3GGRhTEIQOZiUzGLR9v+7XSXYxUmKrqE+uCvcD73C/dGttQ/cXPhfuYqg8oAXikVnifrVXK7LoxkwfD7Q6X7tUE1BEJBwowDbE25he2I6zt8SXzvdGGeZBH0iAzC8YzMMbd8MsttFlMSSENlF5ZxqQ0RE9iORaKYgthmCS8e+wvrEZXU6TYp/MoQbgMUmPhSZSEJ0uh9o2RPYt8hSz0gOaM59HbWfo6jx4JULkYM5mmp8WawKpRpHU3Nu90uGk1SCmJbe6BXuh7vC/dE9zBdeCusWOMwuKje6394X1c84bcCXxjpIpECvp4FBbwEKbyhVahxNu1NY8nqe/vxYUzzkThgYFYhhHZtjYFSgzs8gbNYmABBdJaP73J1I+2hUrZ/PmvLL8wFoqqu7OuneAatUV6JSdWc5U4lEAieJE5xlur9zakENtaBJ+kgggUQi0f5bV4IgaM4LNQRBgAQSvectV5WjqKIIAgRtDAqZAj4KH73XmFGSAbWg1vb1lnvrFU3LLMlEan4q1DA+9eZq4VWcyTwDNdTa523l2QrdmnXT6ZeUm4RDNw5BEASoBBUECGjn2w4DWg7Q6Xcm8wy2X96uPZdaUCMmMAajI0br9Iu/FW/Ot46IyDSpFIXhfRFxYxuS81O0zd4qFfJlxkdgykpi4XGrAyQS/doRxp/TSbNspkcQ4B6kuTngEaT58mll/Nhuj2n+ZRKi0ZoQ2wI9wjhitDFiEoLIkRRnISEpBX4QL9SUAy+9NqVawMkreTh5JQ9f7b0EqQRoH+yF3uH+6BXuh17hfhafRye2ekd19ryoPj57CKR5kfhy1wPiHVr0AEb/F6X+nbAvKRPbE9Kw63w68koqxfsbEeAhx9AOzTCsYzP0jfSH3Ml202RKlaXILctFcWUxiiuLUVJZgiC3ILTxbaPT79D1Q9iUukmn34jwEXi0w6MGz93vl34AgFERo/BR/4909m1N3Yq3Dryl0ybWb9OlTWb125CyAbMPzobk9r0zCSQYGTFSNK7O33XW2R7XZhw+vPtDnbbNlzbj3UPvmuz315W/zOp34PoBvX5i4m/F471D7+mdr2YS4mzWWSw+tlivX80kRHJeMlYmrNTtpxynl4S4VmhgihERUR10CeyCP8auxubUzVh68jNcL76JR/LKsMzfXa+vsrgN7okKwb9j/42W7m3w9fZjwPH/QC1IkA0vZAneyBS8kQlvZAo+yBS8UaEIwLBendGva3tIPJoDrr6AVCoSCTV1HnInzLqXxSgbKyYhiBzJokjMAzDPQB2lsLKfTJ5CLQAJNwqQcKMA3x5MBQC0a+aBXuF+6B3uj97hfgjyauCFmgQBUJaJFpD095ADHuJvWsXD/g9bXIZh+44M7EvajrJK8wpLVhfm74bhHZtjWMdm6Brqa/4QQYl5SY6jN49i46WNmqSBUpM0GNxqMKZ2nKrT7/cLv2PRMd27P5OjJ+PN3m/qtKUWpGJ9ynqdtvb+IkMy7KRqFEJ1NbcNEesnNtLC0v3ESCX6H6IdKT4iInPJpDKMiRyD4WHD8WPCHxjRrB+WbdW/ubDrkZUI8fbWbr8yujfSYk7i/V3p2JNkYFRnMfD9bqD7pXx8MLYlOrkzAUHiXhrctuF/XiWDmIQgakACPFyQVVRhumMNF9OLcDG9CD8cvgJAcyFdNVKid4QfWvq6WTpU6yjNBU7/BhxfCYT2AsZ8WqvDO28MgUpt5lBRaSmkzrmQSCsQHuSEzqEK3NO2HUa1u0vnwi/+Vjx+v/g7SitLUaIsQUllCQaEDsBzXZ7TOZ2z93GznjatIA1rk9fqtEV4R+j1c3fWvytVXKlfT0SsX4mxJUqrkYjM7BVEqm3Up5+5zytGrIirWDLA3H5iF/li/cTU53xi/WQS/VE15vYjIrIEF5kLHu882eD+6gkIAIBEgrCwCKz4Vzh2JKbjw02JuJojPr3x+OVcjPn8ACb3aoXXh0XBlysfNEm38sULl7YJ8sC0u8NsGwzZFJMQRA1I/NtDcCmrGEdTc3DkUjaOpObgpoE/4MakZZcgLbsEvx67CgBo4eN6e6SEZvpGeIC749xhFQTg6lFN4iFhjWYEBADkXYEw9EPkqRTILCpHZmG1LwM1K1RqATK3JLj474NEWg5IKyCRVkBZ2B7lGXfWIpdJJWgXeRnXnFYCANIB7MgGXH3GYnRUH51z3ii6gS2pW3TawrzDdLaPzx6C7VcqMD9+nV5Mx2cP0dmuV3JBqZ9cMPd8YkSTCyIX9JbuZy6xOg1iz6ESVGb1c6QkBEdCEFFDJZFIMKxjcwxoF4iv9l7Csj3JKBdZ0loQgB+PXMGmMzfx+rAoPNyrVe0KEBZnGd/nHlCH6MlWDiZnYfrPJ0X3vT+mI5xlHCXTmDEJQeRAckzMi/STSBAZ6IHIQA883KsVBEHAtdxSHEnNwdFUTVLicrZ5d7mru55XirUnr2PtyesAgEBPuTYp0TvcH22DPCCt9sGg6sJZrDZEzYvquiipUCI7Mx3C6V/he+4neBaIrC9eUYTZcz/Aj8p7qjWq4eP+D9R+RwEP/UP8UIACp2I4eeieT+JcCFdnGeLaBWJYx2a4JzoIRzJkeH2v7vGlSv07Om7O+qNIao408PeQI8hDv55H1b7qzE0aiD2vaD8nkX5K40kITxdPQAAUTvrDIGVSmbZYpSAIECDoFYcENB9CZRIZBAjaRIO5F8zG+kmgOW/V+WtSOCngp/CDBBJIJVJIJBJ4ueh/773l3oj0jtSeRyqRIsQjRK9fgGsAejbvCSmkOHLriMG4Wni0wIiwEZBKpNqvLoFd9PqFe4djSvsp2ueUSqSI8ovS69ferz1e6f6K5rVCAplUhjCvML1+XQO7GoyJiMieFM4yvDSkLe7v3gLzNp3DlrO3RPvllVRi9rqz+PnoFXwwtqP5hQgXRRrf935+HaIma1OrBXy+Oxkf77xocNnzfm2ZQGrsmIQgciBxrVsa3V9zIoFEIkGonxtC/dwwsbvm2Fv5ZTiaphkpcTQ1B0kZRbWOI7OwHJtO38Sm0zcBAD5uzugZdicp0SHEy+DdCkMrY1Sq1Mguqrg9UqFMb+RCZmE5MgvK0KLoDMYLOzFa+jcUJuooPCTdhR+hSUI4eZ2ES8BuqOSGl/Q6oXgWkerZeu2dQxX47tmhUDjfuagVu3gXm8Yg2k9kRIJYPzHmJiG85d4IcguCu7M73J3c4e7sjmg//VoYbX3bYk7fOXBzdtP0dXaHv8LfaAyHHj5kcN/oiNF6xRHFjI0ci7GRY032GxM5BqMiNHONBQiAAEACvToWAHD6sdMmExlDWw/F0NZDTT7vgJYD9IpBirkr+C7cFXwXACBmVYzBfrFBsYgNijV5vo7+HdHRv6PJfpE+kYj0MfIB+7aWnsb/ZhAR1UdOmeEVu3LKcuCnMJ0waOnrhi+mdMeBpCy8t/6swaXIE24UYOKXf2N8bAu8eW806wE0QjnFFXj511PYdzHT3qGQnTEJQdTINPdWYGyXEIztormrm11Ujvi0nNujJXKQeLPAYObZkLySSuxI1CxfCWgqFvcI8xXt+/W+S6LTI3KKDdey8EIRxssO4mHZX4iWXjU7rjK4wAMlKIIbZIqbkBlJQFQJdPdCzY8/bgqVTgICgN7SlEAtRkKIJCE8XTxNxgZo7pS/1+c9bcLAzckNfq76H/K6BHbBrgd2mTxfkFsQxrcdb9Zz20PVaABzcOoBEZFtxf0aZ3TfmanmL8nZr20Atr48AKsOpeGTnUkoKleK9lt78jq2J9zCS0PaYlrfcLg4cVh+Y3D8ci5e/OlEnaYRU+PDJARRQ7LuBSCo/e2vDoBnc8DEhZm/hxwjOgVjRKdgAEB+aSWOX87BkUuaxMSZ6/lQqWuXlXApz8HpCzkQu//xxeYjokuJ6hPQTZKER5x2YZT0sMlRD1XyBTf8KNyNtZVDkSTcuQtckdMXzn4HIJEYX1nh6yl9MXnz5zptYiMcfOQ+aOfbDm5ObnBzdoObkxsifPQLRIZ5heGj/h/B1clV289H7qPXr1NAJ7NeX4BrACa2m2hWXyIioobEWSbFk/0jMLZrCD7ach5rTlwX7VdcocL8zefxS/xVvD+mIwa0C7RxpGQpgiBg+YFUfLTlPJS1/LxJjReTEEQNyakfdLddfTXJCG1ioiMQFK1pN8Db1Rn3RDfDPdHNAADF5UqcuJJ7u9hlDk5dzUOFyviF/AnFs0b3G1tKtK6jHg6r2+FzeSec9M0GnDNRnKIZ6eEhd0KgpxyBHn7IkvZEpmB43j6gGWnwxZAvdJILYlMg2vi2weqxq03G5avw1U4nILIlSwyTJiKyhyBPBf77YFc80rsV3lufgLPXC0T7XcosxmPfHsXwjs0we1QHhPrdGX3YrexLAOKfSbqVfYkT1gmdaqGgrBJv/H4aWxPE64FQ08UkBJED2fuQphKi2PDHvZev6R9QmgtcPqj5qs4zRJOUaNbhTpIiIApw0Z864C53Qv+2gejfVnOXoaxShX+u5mmnbxy/nIvSSv3VBerCDwU4KJ8OV4l5y4wWSjzwt8dQ/BHUAgmSYyhQHUPVoMz/TJHgvnbD4eZy58/Y6Ux3PLL5EfQKjMXRTJGKyzNS4OHigX4t+lng1TRsvIA1n6N+ryw5TJqIyB66t/bDny/0wy/xV7Bo2wXklYiPityWkI49FzLx3MBIPBsXCYWzTDvq0tiND7KfhBv5eP7HEwYLpvu4OePjh7ri8RXxNo6MHAGTEEQOxNjFjJ/a+OgEHYU3NF8p1WsGSIBH1wKRg4weqnCWoXeEP3pHaIoXVqrUOHM9H0dvJyXiUw1fkJnkHoCLiEIXlfGLIyG0DyQ9psGzw30Y5uyKdTufR8H1Gzp9tl79HQ930i2Q2DmwM1YN/QOtvcIwcHUPvfNmC54wXpKx6XDUC1hHvOB31O8VEZG1Vd0AESucLXpzpA5kUgke6d0ao2KC8X/bL+LHI5chNmq/XKnGJzuT8Mfxa5g9qoNFnpssTxAE/BJ/Fe+tT0CFyNKsANA11AdLH+mGFj769beoaWASgsiKcnNz7R1CNQLynfzhUloKV1eRP/rpCSg7/SeUfu2gCmgHtWcL4HbBwHBPILyzHx7q7KepH/GZ8Wd6fVg7zRQJTzkCPRRwlVTCSy6Bs0wK5wtPAltf0jtGLfdGRfsJKGg/Ec5Bt1cPKCqDs7MKj3Z4FPuv79fpfyLjBI5eOYq2nm112icsSQaQDM/2+nF1n7sTJ2f2BQA4OTnB01O8WGRxcTEqKswbrVGTVCqFt7e32f3N/R2RSCTw8fER3VdWVobSUv2imfVVUVGB4mLjy3ka4+3tDanIsrOVlZUoKhJftSVuvfEL/n1j98HT0xNOTvpvX0qlEoWFhXWO18PDA87O+suNmmLqZ+ju7g4XF5c6HVsf5p47Ly/PajEQUcPm95pmSeszYsthzkix6HP5uLngw3GdMKlXKN77MwHHLov/DbuWW4pnfzhu0ecmyyipUGL22rNYc1K81gcATOsbhrdGtmfB0SaOSQgiKxpx7711O/A5/aasB1YgIO8qkHEOSQfXI9S1BAqZ+QV+ipVSDH/oKTzxxJN46qmn9Dtc2gPFwQU6/S8VyZFSKNf+m1IkR26FE3ycNRf+2wYn6Z8npBte7BcCuNyps/Dcc8/hxEnN9AhniRobB8ng46KZ4nEqxxVrr/lim8INpdgNnNkDxaY7y3Ldc889mD9vHtr6tkVS7p3nC/cOx9fffY3TG2vchR74jtHvQ9XPpFtsLL744gvRPkuXLcPq1abrQYgJDw/HLz//rNNm7O7+8PEjICkzveqDj48Ptm3dKrpvw8aNWLx4ce0CFfkdq2n//v146+23a3fearZu2QJfX/36JKdPn8bzL7xQp7hG3Hsvfv7pJ0RE6BcJvXLlCh6ePLkuoQIAli1diu7du9f6OFP/z+fPm4fBgwfX6VijzPhemaOy0ryisETUBLkHaP59P99mT9kxxBu/P9sHf566gfmbzyGjsNxgX5kEUIl8FDo+e4gVIyQxyRlFeP7H47iYLn6TwUPuhAX3d8aozsE2jowcEZMQRA7Ex1mzXJXY7LlBx95DM7dmeCrmKXz7VRoK8nLRwq0CkZ7liPQoR4RHOSI9yxHqVgGx5PKlIjkEGLnYzUjU2XR3UiPGpxQxPrp32HPKZThVpkBasRw5Ine5cesU/BLWArFTRJ+mUpDi18u+8HZWYc11HySHyaAcWAnB+87IA7WPGtK8O+eWSCR4tP2jePfQu+gT3AePdngUd7e4G28fnW349TgQY8P5Sx8vgdsX+oUxiUx5ze11jB0zRvT3q9ma5ihE3UeFEBHZk0QiwbjYFhjSoRk+25WE5QdSRVdWEEtAAJqVwch2/jx1HW+uOYOSCvEaYtHNPbHskW6ICPSwcWTkqJiEIHIgVSMLYtBKdH96STqcpJr/tmpIcLVEjqslcuz0UEKQqCG9JIMiBwhzrtQmJSI9yhHhWY6UQhNvyOmJxvff5idX4aVoTWWFjyH+ZnLm+EqDSQgA+DZFUwRTkAhQxpRC8Nb9FKHsXAmXfbrxjowYiY4BHdHOt53R+CQy8Qy8qX1NjesKTZHS0sf1U15VBVJJY/3w9Xho0iTR71XV99Ee3CXu8FP4idakGP7zCDtERERkWR5yJ7w5sj0e6BGKDzYkYH9SllnHlStVkDvJrBwdlStVmLvxHL4/fNlgnwd7tMSc+zpB4az788guMjzCJbuonImkRo5JCKIGpmNAR702ZZQS6tYqAJUoB3A6V4Lz+zwgu3inNoEERqZuqNVA5nnLBXktHrh1FmjeSadZkAqQqO+MxpAIEjidcUZlP936C8ooJZyPuuhMU5DL5CYTEADg0W6u8X27OOoAgPZ76/aFO44cPmznaO4wlhyx1wW/j9wHkjIJR6wQEdlJmyAPfPevXtiemI4PNybiWq7xOkgDFu7GE/3C8XCvVvBU1L7WD5l2NacEL/x0AqeviU/VUThL8eF9nfBAj1DR/d3n7jR47u5zdyLtIy5/3phJBEEwf1I5USOXmZmJoKAgnbaMjAwEBgbW6Xy1LTrn+2kYACAmXHwkhFwmx9+T/0ZxQTGq/usKgoCx28Yiv0L3TWB53HK09dYt2vhbym9wk7uha/OuaOfXDnLZ7Syzshw4tgIV105CmnUBsuyLkFQaLkhoKL4qZ1KvAMPmAX1fhFKtxKaLm/DLxV/Q0a8jXuioWwugRFmC+7ffj2LlnecL9wzH293eRjvvdnB2doaHh/iIi6KiIr357APWDzAa276x+wDYtjBlzKoYs2IyxpqFKcXqNgD2KUxpDlsXplSr1cjPr/t8aGsVpnR1dYVCoRDdl5eXB3Pf3rOystCunW6Crz5/94gaAku/35PtlFWq8OXeFHyxJwXlBlZfqOKpcMKjd7XG43eHI9CTd9YtZWdiOl797RQKypSi+yMC3LFsSjdEN/cyeI6wWZuMPgeTEJbnSH/3OBKCyIoMXdzVhZMgIMovCs5SZ52L0RtFN/QSEHKZHLGtYuEsvXNBJQgCfkr5SVsk0UnqhLY+bbHkniVo7t4cuOtZuNzpDORf1UzRyEgEMs5pvrIuACozLs5fOIoSn1D8kfAdfjr/E64XaaokpxWl4ZXer8Dd+c4dZV/44oGoB7AyYSXubnE3HuvwGPoE94FEYrpYo6HkhDHm/Ezc3d3h7m65u95V0xvE5u7vfWgvfBX1+z1RKBQGL0brw8XFxeDFc304Oztb9P9GFScnJ6ucVyqVWuW8gGX/RlRnKGElRqkU/xBJROSIFM4yvDykHe7v1hLzNp3D1oRbBvsWlimxbE8KvjmQige6t8TTAyLQ2p+j2upKqVJj0fYL+GrvJYN9RnUOxkcTYjgChYxiEoLIkVQtd/XHIL1df0/YhlyRu8pns87qtVUlK6q7WXxTZ5UGpVqJlLwU+Lv66/QTBAEfH/8YkT6R6BjUEeFth0ImvT2PT1UJ5FxC7yXL0UZ6Az9G/KP33EUXZwNTo1BelovPTn6GMlXZnX2VRVibtBZTOujWi5jacSrGtRmHSB+RJcAaAT+FHwCIzt0nIiKi2gv1c8OXj3Y3eUcdACqUavx45Ap+PnoF98YE47m4SHRqYf5y2gSkF5Th3z+dxNE08RW/nGUSzB7VAY/1aW3WjSRq2piEIHIkVUthiVB4tYDYokbt/dpjRo8ZOJt9FonZibhccBkd/fXrRiRkJ+i1RftF6yUrbhXfwoqEFdptVydXdA3siq+GfgWJzBkIjMKCmR8CAH5c3UPvnMfeHAcA8FX4YkzkGPx+8Xed/T+c+wEPRz98J7EBIMA1AAGuhl97bZgadUBERERNk1oANp2+iU2nb6JfmwA8GxeJu9v486LZhEPJWZj+y0lkFYmPhm3h44qlj3RD11Afs89ZtYyqWG0ILrHa+DEJQeRAqo9UENtXdUe9ulCvUDzW8THtdkFFASpEpkyIjZjo4N9Br61msqJUWYqiyiKdN2h/SSEyS7NF4/SXFALQzLuc0mGKXhLC3dkdmaWZmikgVsBRB0RERI2fsdUVxseGYNPpW6hQGa4ZcSA5CweSsxDTwhvPxEXg3k7BkEkbXzLC2PcJML6cqVotYOnuZHy88yJEVkgFAAyKCsR/H+wKX/faTd+sel7WfmiamIQgciBid++r7zPnwtrLRbwI0JBWQ+Dm5IaE7AQkZCUgozRDdKUNsRETeiMrFkXiHzdXoJlIIZtFkcD7mhoVEd4R6N+iP/Zf34+4lnF4tMOj6NW8F+84EBERUb0YW11h7ckbOPrWYHx7MA0/Hr6MwnLDtW/OXM/Hiz+dRJj/BTw1IAL3d2upt5xkQ2bs+wQYTgLkFFfglV9PYe/FTNH9Ugnw2rAoPBcXCWkjTN6QdTEJQdRExATGICbwzioNGSUZcHVy1euXkCWShBBLVsjNy3i/2v1VzOg5A+He4bWIloiIiKjugrwUmHVvNJ4fFImfjlzBtwdSkVFoeFRAWnYJ3l57Fh/vSMLjd4dhyl2t4e3aNIsrHr+cixd/OoGb+WWi+wM85Pjs4Vj0ifQX3U9kCpMQRE1UkFuQaPuUDlPQ3r89ErITkJiViMLKQvEaE2YmIdr4tqlXnERERER15aVwxrNxkXj87jCsPXEd/9t3CZeyDC8/nVVUjkXbLuCLPSmY3LsV/nV3OJp7m7cCVX2mPjgCQRDw7cE0/GfzOSgNzL+4K8IPSx6ORZCn5VfloqaDSQgi0jGg5QAMaDkAAKAW1LhWeA0tPFro9BEAJBhYurFMIgHfloiIiMiRyJ1kmNSrFR7oEYodibfwxd5L+OdqnsH+ReVK/G/fJaw4mIrxsS3w9IBItAkyvjR4Xac+OIKCskrM/OM0tpw1vOTpC4Mi8cqQdnCS6a/WRlQbTEIQORBHW9lBKpGilVcrvXbVaxcx8+pOvB3/kd4+xevJtgiNiIiImrC6rq4gk0owolMwhndsjr8vZeOrvZcM1j0AgEqVgN+OXcPvx69haPtmeHZgJLq18q3/C7ARc75PCTfy8cKPJ5CWXSJ6Dh83Z3z8YFcMihYfRUtUW0xCEDmQhrKyg5NnM4zt8IhoEsLYMqNEREREllDf1RUkEgn6Rgagb2QAEm7k46u9l7Dx9A2Dq0AIArA9MR3bE9PRO9wPzw6MxMB2gQ5fbNvYFBA/dxf8Gn8F7/6ZgHKl+EoiXUJ9sHRyLFr6ulkrRGqCmIQgIiIiIqImq2OIN5Y8HIsZw6Pw9f5L+DX+qsGLcgA4kpqDI6k5iG7uiWfjIjG6c3CDnKLw+u+nsfrENYP7p/UNw1sj28PFqeG9NnJs/I0iolrLKctBTlmOwX1EREREDU2onxvm3NcJh2bdg+n3tDG5Osb5W4V4+ddTiFu0BysPpuLgzHsMTgUxNkXEXgwlIDzkTlg6uRveH9uRCQiyCo6EIKJaE6tZUX2fo08nISIiIjLE30OOV4dF4Zm4SPwSfxXL91/CDQPLVQLA9bxSvL8hEZ/uSsLUvmEGz9kQRDf3xLJHuiEi0HgRTqL6YBKCiIiIiIioBne5E57oF47H+rTG+lM38OXeFCRlFBnsn1tSiU92Jonuyywsh1KthlIlQKkWoFKroVQLOtuVKgEqtYBKlRoqtVBtv+Y4bZv2PJpzqFQCKmucs+Z5zPFA95aYc18nuLrI6vT9IjIXkxBEREREREQGOMukuL97S4yPbYG/zmfgy70pOHY5t1bn6DnP+PKd9iR3kuLD+zrhwZ6h9g6FmggmIYiIiIiIiEyQSiUY0qEZhnRohmNpOfhybwp2nsuwd1j1Eh7gjqWTu6FDiJe9Q6EmhEkIIqq1vQ/tBSBeG6JqHxEREVFj1SPMD9+E+eFieiG+2nsJf566bva0B0cxMqY5FtzfGZ4K4wU4iSyNSQgiqjU/hR8AsAAlERERNWntmnni/x7sgteGtcPyA6n4+egVlFSo7B2WWZZO7gaJRGLvMKgJYhKCiIiIiIioHkJ8XPHO6A749z1t0HXODr39AR4ukEklcJJK4SSTQCaVwFkq1fx7e7v6PiepBE4yKZykt/vKpNXab/eVSiCT3W6rtl113ur93lh9Wi8mJiDIXpiEICIiIiIisgAfNxfR9mOzh9o4El1iSQgie5HaOwAiIiIiIiIiahqYhCAiIiIiIqqn7KJyZBeVG9xHRBqcjkFERERERFRP3efuNLov7aNRNoyGyHExCWFDarUaBw8eREpKCm7dugVfX1+EhoYiLi4O7u7uNovjxo0biI+Px9WrV5Gfnw+FQoGAgAB06dIFnTp1gpPT/7d33+FRlevex39pCEmkQyAQCEUUKdIVKUFEjYCKAoKI6NmIbhUbKFUFpQhs9GxQ0X3ACh6pioAo5QgKATWiSJCmSO9IgpQAKc/7By/LTDKTzGTaSvh+rmsu8qxZ61n3eqbci3tW8e5t8ccff+jHH3/UgQMHZIxR9erV1aJFC9WuXdtHWwAAwOXpzJkz+uabb7Rv3z6lpqaqSpUqqlOnjtq0aaPQUA5wBeAovyMw/jx9XhWirwhgNMBFFCECICsrS5MnT9bUqVN18ODBPM9HRUXpvvvu06RJk1SuXDm/xbFw4UJNmjRJ69evdzlPpUqV1L9/fw0fPlylS5f2qP+1a9dq6NChWrdundPnb7zxRk2cOFFt27b1qF8AAC53qampGjJkiD755BOdOXMmz/OxsbF66qmn9NxzzyksLMxvcfz111/asGGDkpOTrceePXus5xMSErR69Wq/rR+AZzg6A3ZEydzP0tLSlJCQoGHDhjktQEgXf9WYMWOGGjdurJ9//tnnMWRmZuqBBx7Q3XffnW8BQpKOHTumCRMmqEGDBtq0yf2r6E6cOFEdOnRwWYCQpHXr1qlDhw6aOHGi2/0CAHC5+/nnn9W4cWPNmDHDaQFCuniU47Bhw5SQkKC0tDSfx5CSkqL69eurbNmy6tixo4YOHar58+c7FCAAAHAHR0L4UWZmpnr27KmkpCRrWo0aNdS3b1/Fx8fr2LFjWrhwoZKTkyVJ+/fvV9euXZWcnKzY2FifxfHoo49q1qxZVjs0NFSJiYlKSEhQpUqVdPbsWW3atEnz5s1TamqqFUunTp20adMmValSJd/+P/jgAw0bNsxqlyhRQr1791bLli2VnZ2t5ORkzZ07VxcuXFBWVpaGDRumKlWq6MEHH/TZNgIAUBwdOHBAXbt2dfgho1WrVurWrZsqVqyoXbt2adasWdq3b58kKSkpST179tSXX37p9emVOf3555/atm2bz/oDiqMNL3SS5Pzog0vPAZBCjDEm2EEUV5MmTdLQoUOtdp8+ffT++++rRAnH+wdPnTpVzzzzjC69FJ07d9YXX3zhkxi+++47tW7d2mpXqlRJS5YsUatWrfLMm5aWpvvvv19Lly61pv3jH//Qu+++67L/ffv26aqrrtL58xfPN4uLi9OyZctUv359h/m2bNmixMREayfpiiuu0G+//aa4uDivts/Xjh07psqVKztMO3r0qCpVqhSkiADAv/jes7fOnTvryy+/lCSFhIRoypQpevLJJx3muXDhgh566CF98skn1rRJkybp+eef91kcq1ev1k033WS1q1atqhYtWqhly5aaOnWqjh8/LqnonI7B+x6Xi/hh+f+fgtMxLh92+t7jdAw/+euvvxxOO2jatKk+/PDDPAUISXrqqaf0xBNPWO2lS5c6HD3hjY8++sih/f777zstQEhS2bJlNW/ePFWvXt2aNm/ePKvA4MzLL79sPR8WFqYFCxbkKUBI0rXXXqv58+db56meP39er7zyisfbAwDA5WLt2rVWAUKSBg4cmKcAIV08AvGjjz5SkyZNrGkTJkzQX3/95bNYYmJiNGLECH322Wfav3+/Dh48qEWLFunFF18M6MW1AXhmwwudXB6FwdEZCBaKEH4ya9YsnThxwmpPmjQp38Mix44dq8jISKs9ZcoUn8SxYcMG6+8qVaqoS5f8q52RkZG67777rPapU6f0xx9/OJ03LS3Nochx6RQMV1q1aqXevXtb7Q8//FAnT54scBsAALgcTZ061fo7MjJSY8aMcTlveHi4/vWvf1ntEydOOJyK6a369etr3Lhx6tatm6pVq+azfgH4V4XoK1Qh+grtntAlz4M7YyBYKEL4ycKFC62/4+PjdfPNN+c7f5kyZdSjRw+r/dVXX+nChQtex5GzEFKrVi23lqlTp45D+9J1InJbunSpMjIyrPbDDz9cYN/9+/e3/s7IyHA49QMAAFx0/vx5ffXVV1a7Z8+eKlOmTL7L3HzzzapZs6bV/vzzz/0WHwAAhUURwg/S09Mdzofs1KmTQkJCClzulltusf4+deqU1qxZ43UsOW/56eqK2rnlns/VeUI5CwilSpVSmzZtCuy7bdu2KlWqlNM+AADARWvWrNGpU6esds59BFdCQkLUqdPfh1evWrVK6enpfokPAIDCogjhB9u2bXM4QiDnhSHzk3u+lJQUr2PJ2eeWLVusC0flJ2cBpWrVqqpbt67T+XLG16JFC0VERBTYd0REhJo3b+60DwAAcFHu/FiYfYmMjAxt377dp3EBAOAtihB+sHXrVod27tMbXImPj7cu3Oisn8J45JFHrD4zMzM1ePDgfOdfvny5lixZYrWfe+45p0dxZGdna8eOHVbb3W3MPe/27duVnZ3t9rIAAFwOcu4DhIeHO5xmkZ/c+dgX+xIAAPgSRQg/2LVrl0O7Ro0abi0XFham2NhYq+3qgpCeaNCggcNdKD766CPdeeed+vHHH5Xz7qyHDh3SmDFjdOedd1rT77jjDj399NNO+z106JDOnTtntd3dxtzznjt3TocOHXJ7WQAALgc59yViY2MdfqTIT+587It9CQAAfMn17RpQaLlviZXzugwFKVu2rPbt2ydJDueCemPEiBG68sorNXz4cJ05c0aLFy/W4sWLFR0drQoVKujs2bM6duyYNX9kZKQGDRqkl156yeVOj7fbmJOvtjPnNhTW0aNH80xz5xQWACiqnH3HcYRa8OXMs3bIsXZCvgcAz9kp31OE8IPTp087tEuWLOn2sjkv2pi7H288+eST6tWrl5566inNmTPH6j/3Oq6++mrNmDFDbdu2zbc/X22js74Kq3Llyj7pJ7drr73WL/0CgF2dOHFCMTExwQ7jspYzN9ohx9oJ+R4AfCNY+Z7TMfwg52kKklSiRAm3l73iir/v1+vLK1p/9tlnateunVWAcGX79u1q166dunXrlu9pEr7aRsm32wkAgD9kZmb65ZGVleV0fTnzLDkWAFCcUITwg9y/WFy4cMHtZc+fP2/9nfvXjMIaOXKk7rnnHutCkjfccIPmzJmjAwcO6MKFC0pNTdWaNWv02GOPKTz84sExn3/+uVq0aKGdO3c67dNX2yj5bjsBAPCH3bt3KyIiwi+P6667zuk6c+ZZciwAoDihCOEH0dHRDu3cRw3kJ+cvFrn7KYxZs2Zp/PjxVnvgwIFKSkrSvffeq9jYWEVERKhs2bJq27atpk2bppUrV1o7LAcPHlTPnj2VmZmZp19fbaOzvgAAuNzlzI3kWABAccI1IfygdOnSDu3U1NQ8F4pyJTU11fr7yiuv9CqOjIwMDRs2zGo3b95cU6ZMUWio69pTQkKCxo8fr2effVaS9PPPP+vTTz/Vvffe6zCfs210V+55vd3OS5xdZMpTmZmZ1pXEy5cvb/2b35j52vHjx/Ocl7plyxZVrFgxYDG4w85x2jE2YnKfHeOyY0ySb+LKzs7WiRMnHKZdddVVPokPhZczz9ohx9oJ+T6w7BynHWMjJvfZMS47xiQVv3xPEcIPatWq5dDeu3dvnmnOZGZmOlyHoXbt2l7FsWbNGh04cMBqP/bYY24l1wEDBmjo0KHW4Z+fffZZniJE1apVVbJkSevXmb1797odV855S5YsqapVq7q9bH4qVarkk358FY8vVaxY0Wfb5092jtOOsRGT++wYlx1jkgoXFxehzF/NmjX9dm0FV3k5537DwYMHlZWV5dZtOnPnY2/3JeyIfB98do7TjrERk/vsGJcdY5KKdr7ndAw/uOaaaxzav//+u1vL7d692+ECVbn78VRKSopDu3nz5m4tFxUV5bDurVu35pknNDTUoXLm7jZKcrjORL169QL6qwMAAJ4KCQlRyZIl/fJwddHJnHk4MzNTu3fvdivW3Ndy8nZfAgAAX+N/f35wzTXXKCIiwmp/9913bi23fv16h3ajRo28iuPMmTMO7aioKLeXzTmvq19/GjdubP29YcMGZWRkFNhvRkaGNmzYYLW93UYAAIqjnDlWKty+REREhK6++mqfxgUAgLcoQvhBZGSkEhISrPbKlStljClwuRUrVlh/R0dHq127dl7FUa5cOYf24cOH3V4252khl86VzO3222+3/k5PT1dSUlKB/a5Zs8bhAludO3d2OyYAAC4X7dq1c7ioZM59BFeMMfq///s/q92hQwdFRkb6JT4AAAqLIoSfdOvWzfp79+7dDjsFzpw8eVILFiyw2omJiXnu9e2punXrOrSXL1/u1nK//fabw2Gfri5Y0qVLF4cjPmbMmFFg3++++671d0REBEUIAACcuOKKK5SYmGi1582bp5MnT+a7zMqVK7Vnzx6rfdddd/ktPgAACosihJ/07dvX4UiEoUOHOr3V5SUvvPCCzp49a7Wfeuopl/N26NBBISEh1sOVtm3bOtwf/K233nK4UKUrw4cPd2jfdtttTucrW7as+vbta7Vnz56t5ORkl/0mJydrzpw5VvuBBx5w+64hAABcbp588knr77Nnz+rFF190OW9mZqaGDh1qtcuXL++Qo53JuS/RoUMHr+MFAMAdFCH8pEyZMhoyZIjV/umnn/TQQw85vW7CG2+8obfeestqJyYmen0qhiSVKlVKjz76qNVOTU3Vrbfeqm3btjmdPz09XY8++qjDERlxcXHq0aOHy3WMGjXKuqhWVlaWevTo4fRCllu2bFH37t2tC2+WKFFCo0aNKtR2AQBwOWjfvr3DDwFvvvmm3nzzzTzzXbhwQQ8++KB+/vlna9qQIUNUpkyZgMQJAIAnuEWnHw0ePFjLly/XqlWrJEkff/yx1q5dq759+yo+Pl7Hjh3TwoUL9cMPP1jLVK1aVdOnT/dZDC+++KK++OIL/fbbb5IuFgMaNmyoLl26qG3btqpUqZLOnj2rlJQULViwQMeOHbOWDQsL0zvvvJPvaSE1a9bUtGnT9PDDD0u6eGuwpk2bqnfv3mrZsqWMMUpOTtbs2bOtW35K0rRp01SjRg2fbScAAMXRjBkz1KpVKx06dEjGGD355JOaNWuWunXrpooVK2rXrl2aOXOm9u3bZy3TsWNHDRo0yOex3H///fr+++/zTM95lOX333+f53RQSerevbsmTpzo85gAAEUPRQg/ioiI0IIFC9SlSxfratV79uzRuHHjnM4fGxurRYsWqXr16j6LoXz58lq2bJm6deumTZs2Sbp4xMKiRYu0aNEil8tFRUVp+vTpbl2zoX///jp8+LBeeuklZWdn6/z58/rwww/14Ycf5pk3NDRUY8aMUf/+/Qu/UQAAXCaqV6+uxYsX684779TBgwclXfyPvrNigCS1bt1a8+fPd7hmk68cOHAgzy1Aczt37pzTeY4cOeLzeAAARROnY/hZuXLltGbNGo0fP15Vq1Z1Ok9UVJT69++vlJQUNW/e3Ocx1KpVS8nJyXrttddUp06dfOeNiorSgAEDtGnTJt13331ur2PkyJFatWqVWrdu7XKe1q1ba9WqVRoxYoTb/QIAcLlr3ry5UlJS1L9/f5e3265atarGjx+vNWvW5Lk7FgAAdsKREAEQFham4cOHa8iQIUpKStLvv/+uI0eOqFy5coqLi1NCQoLDbbgKsnr1ao9jKFGihAYNGqRBgwZp586d2rBhgw4fPqxTp07piiuuUPny5dWgQQM1bdrUusaDp9q3b69169Zp586dSk5Otg7PrFatmlq2bFlgAQQAADhXvnx5zZgxQ//+97/1zTffaN++fUpNTVVMTIzq1q2rNm3aKCwszKM+3bl9eE6F2f8AACA3ihABFBYWpvbt26t9+/ZBjaNOnTp+LQj4u38AAC5X0dHR6tKlS7DDAACg0DgdAwAAAAAABARFCAAAAAAAEBAUIQAAAAAAQEBQhAAAAAAAAAFBEQIAAAAAAAREiPH0/kwAAAAAAACFwJEQAAAAAAAgIChCAAAAAACAgKAIAQAAAAAAAoIiBAAAAAAACAiKEAAAAAAAICAoQgAAAAAAgICgCAEAAAAAAAKCIgQAAAAAAAgIihAAAAAAACAgKEIAsIU9e/Zo6tSpuv/++9WoUSNVqVJFJUqUUJkyZdS0aVMNGTJEe/bsCUps6enpmj9/vgYMGKAmTZqodOnSKlGihGJjY3XHHXdo3rx5MsYEJbZA+t///V/ddNNNqlixoiIjI1W/fn2NGDFCqampwQ7NFuz6PrHzZwvA5cfO30l2/R4PNPJ9wez4XrHzZysPAwA28N///d9GUr6PqKgoM2fOnIDHFh0dXWBst956qzl16lTAYsrOzjZbtmwx77//vnnsscdMs2bNTEREhJFkatas6dN1ZWVlmV69ernc9ri4OLNt2zafrrMggdx+d9nxfWKMvT9bAC4/dv5OsuP3OPnefvneGHu+V+z82cqNIgQAW3jnnXfMzTffbCZMmGBWrVplduzYYY4fP25SUlLMlClTTGxsrJFkwsPDzU8//RTQ2CSZkiVLmr59+5r58+ebXbt2mT///NP88MMP5r777rO+2O+6666AxbRr1y6XCcbXSfmFF16w+n7iiSfM9u3bzaFDh8ysWbNM+fLljSRTr149c/bsWZ+uNz+B3H532fF9Yoy9P1sALj92/k6y4/c4+d5++d4Ye75X7PzZyo0iBIAiYffu3SYqKspIMv369QvougcOHGiOHDmS7/OXks369esDElPOpBwXF2e6d+9urr/+ep8n5QMHDpiSJUsaSebxxx/P8/y6detMaGiokWRef/11n623IIHafk/Y8X3ijmB+tgAgN/K9I/K9/fK9MfZ8rxTETvmeIgSAIuOOO+4wkkzDhg2DHYqD48ePm7CwMCPJjB49OiDr/Ouvv8zChQvNoUOHrGmDBw/2eVIeP368kWRKlChhjh496nSebt26GUnm6quv9tl6CxKo7felYLxP3GXXzxaAy5Ndv5PI9+R7d9k159vlsxUuALaTnZ2tpKQk7dy5U4cPH1a5cuUUFxenhIQERUVFBTu8oMnMzJQkXXHFFUGOxFGFChVUuXJlHTp0SAcPHgzIOq+88krdddddfl/PF198IUlKSEhQpUqVnM7To0cPLVy4UNu3b9fvv/+uunXr+j2uQG2/LwXjfeIuu362gOKOfO+cXb+TyPfke3fZNefb5bNFEQKwkaysLE2ePFlTp051+oUVFRWl++67T5MmTVK5cuXc7jcjI0Nbt27V5s2bdeTIEZ09e1ZlypRRbGysrr/+elWrVs2Xm+ERd2Pbv3+/1q1bJ0lq0aJF0OJ1JiMjQydOnJAklS5dOsjRSMYYbdq0yevX2xijjRs3SpKuv/56l/PlfG7jxo0B2SnxlUB+Njx5nwQyLjt/toDiinxPvvcF8r1n7JjzL9d8TxECsIm0tDR17dpVSUlJLuc5c+aMZsyYoa+++kqLFi1S06ZNXc577NgxLViwQIsXL9a3336r06dPu5y3WbNmevbZZ3X//fcrJCTEq+1whyexNWrUSO3atdOKFSt08uRJRUdHa9iwYX6Nz9OEsHTpUp0/f15S/snbn44dO6ZffvlFkrRv3z5dd911Lud19/U+cOCAzpw5I0mqVauWy/lq1qyp0NBQZWdna/v27S7ns8vOcbA+GwW9TwIZV1ZWlg4dOqS1a9dq1KhRAftsASDfu0K+dw/53jN2zPnke4lrQgA2kJGRYTp16uRwxd8aNWqYESNGmP/5n/8x48aNMy1btnR4PjY21hw4cMBpfykpKSY8PLzA2/Tkftx6663mzz//9Ou2FjY2SaZBgwZm48aNfonr6NGj5u233zadO3cu8LZLzZo1MzNnzjTZ2dnmwoULpkGDBkaSqVq1qklPT/dLfPnx1+u9ceNGa97FixfnG8Olq2Y/++yzDtMLO66F4c45osH6bBT0PglUXG3atHHaz3XXXee3zxaAv5HvyffeIN9f5O41IeyY88n3F3EkBGADr7/+ulauXGm1+/Tpo/fff18lSpSwpo0YMUJTp07VM888I2OMDh48qAEDBljn8OV07tw565wvSQoJCVHDhg2VkJCgWrVqqVy5cvrzzz+VlJSkJUuWWPMuX75ciYmJWrVqld/ORXUntldeeUW7d+/Os2x6erpq1Kjh85g2b96spk2bOsSVn59++kkPPPCAZs6cqVq1aunXX3+VJE2aNEklS5b0eXwFyT2m0sVflLx9vS/9KiKpwO269HzOZbwZ108++UTly5d3azlPBOuz8fzzz+f7PgnmZzYuLk6DBw9W/fr1C7U8APeR78n33iDfe8aOOZ98//8FuwoCXO5OnjxpVZUlmaZNm5qMjAyX8+e85Y8ks3bt2jzzJCcnG0kmJibGvPDCC+aPP/5w2d+2bdtMw4YNHfocNmyYy/nPnTtn9u3bV+jH8uXLC4zt7Nmz5tSpU+bHH3809erVc4itevXq5tixYz6NbcmSJQ7rCAkJMY0aNTIDBw40r732mnnvvffMv/71L9OtWzeX1evevXu7HDN/u/R6R0ZGWr+aueLJ652UlGTNs3LlynxjqFatmpFkBgwYkCeuwoxry5YtzenTpz0aB3d+GfHnZ8OVmTNnFvg+CVRclz5bJ0+eNL/99pv5z3/+Y2rUqGEkmbZt27r8bAHwHvmefO8t8v1F7h4JYcecT76/iCIEEGRvvfWWw5fLihUr8p0/LS3NSj6STM+ePfPMs23bNjNp0iRz5swZt2I4fPiwqVy5stVnqVKlXC775ZdfenwIWc5H48aNvYpNkrntttv8EltEREShEkJsbKw5e/as0/m93YlzdZus3DFNmjTJPPXUU24lZXdf75yHZy5ZsiTfPp0dnhno5O/OTok/PxvOrFixwkRERBhJpnXr1i7fJ4GOK6fjx4+bOnXqGEmmc+fOheoDQMHI957FRr53HhP53v0ihB1zPvn+IooQQJDdcsst1hdLfHy8W+fH9evXz1rmyiuvNOfPn/c6jgkTJjgkBFdJyNvEf/3113sdmySzY8cOn8fWokULt+L56quvTEhISEB24jwZL0/um+3O6713717r+ffee89lXxkZGSY0NNRIMmPHjrWmBzrR+uu+4e5+NnJLTk62zoutX7++z8+/LmxcznzwwQf5frYAeI9873ls5HvnyPf+yffG2DPnF8d8HyoAQZOenq7Vq1db7U6dOrl15dtbbrnF+vvUqVNas2aN17F07NjRof3HH384ne+2225TRkZGoR/5XQ3c3dgkWbeS8mVs3333XYGxbN++XX379pUxxpqWnp6uVatWebxdweTO6129enVFRkZKknbt2uWyrz179ig7O1uSVK9ePWv61Vdfreeff97qoyAxMTEaNGiQ1bbLuLr72chp+/btuv3223X69GnFxcVp2bJlPj/ntTBxudKqVSvrb2efLQDeId8XLjaJfO8t8r1n7Jjzi2O+58KUQBBt27ZNGRkZVrt169ZuLZd7vpSUFN18881exRIdHe3QznnBoZxCQkIUHh7Yr47csV2Kw9k0f8a2f/9+3XrrrTp+/LjKlCmjkydPWs8VtBNXWP66hZo7r3dISIiaNGmidevW6fvvv3fZV87n8ruNnDt8mWh9xd3PxiU53ycVKlTQ8uXLFRcXF/S48pP7IlkAfIt87x7yve+R7z1jx5xfHPM9R0IAQbR161aHdp06ddxaLj4+XmFhYS77KYzcle+YmBiv+/QVZ1X5/O5j7Q8nTpzQbbfdpr179yoqKkr/+c9/HJ4vaCeusI+cr7Mvuft6d+nSRZK0evVqHT9+3Ok88+fPl3Txl5C6det6FZcvE62vePLZyP0+Wbp0qa655pqgx1WQnL+uBvqzBVwOyPfuId/7HvneM3bM+cUx31OEAIIo95eKu7ejCgsLU2xsrNX2RfX4008/dWjfcMMNXvfpie3bt7t8LndssbGxatasmb9Dspw9e1Zdu3bVli1bFBERoU8//VRXXnmlwzx22olzh7uv94MPPqiSJUvqwoULevnll/M8/8MPP+jzzz+XJD366KNex2XHnWN3x8rZ+yTnYY/Biiu/z5Yk7du3T+PGjZMk1axZM6CfLeByQb7/G/k+sMj3nrFjzi+W+T5oV6MAYIYMGeJwoZnU1FS3l23UqJFXF3/Kaf/+/Q5X4L722mu96q8wwsLCzN13320++ugj8+uvv5rjx4+b48ePm2XLlllXGr70WLhwYcDiyszMNF27drXWPX36dHPq1CmHi4VJMsnJyebUqVMur5odCO5eqMnT1/uFF16w5n3yySfNjh07zOHDh83HH39sKlSoYCSZevXq+WTb+/fv7zCuW7ZscXtZf1yoyt2xcvU+cfXwdqw8eQ1dfbZ+/vln8+qrr5qKFSsa6eIt1QL52QIuJ+T7v5HvvUe+98+FKe2Y84trvqcIAQTR448/7vAFnJ6e7vayrVq1spZr0KCBV3HccccdDnF88sknXvVXGDnXn9/jiSeeCGhcu3btcjs2SSYhISFgsf36669m/fr11qNPnz5GkqlSpYrD9PXr1zss5+nrnZWVZXr16uVym+Pi4sy2bdu83h5Pd5YKu/2ecHesAv0+8eQ1dCee0qVLm1mzZnkVEwDXyPd/I997jnzv/3xvjD1zfnHN9xQhgCD6xz/+4fDFkJWV5fay7dq1s5arXbt2oWN47bXXHGK45ZZbCt2XN7799lszatQo06FDB1O7dm0TFRVlwsLCgpbwL7HzTklCQoLbcV3izev98ccfmw4dOpjy5cubUqVKmWuuucYMHz7cnDhxwifb4+nOUmG23xOejFUg3yeevobOPlslSpQwMTExpmPHjubVV181hw8fLnQ8AApGvv8b+d5z5Hv/5ntj7Jnzi3O+pwgBBFGwfxlZunSpQ+KvXLmyOXDgQKH68jW7xmaXnThjPE/Kdh1TYwo3rv7cKbHrWNk1LgD5I9+7ZtfYyPf+Ybd8b4w9x8uOMfkSRQggiIJ5juj69etNVFSU1UepUqVMUlKSx/34g11jK8oJwa5jaoz9xtWuY2XXuAAUjHzvnF1js1te8oRdx9QYe46rHcfLjjH5GkUIIIjGjh3rsFPyxx9/uL1s9erVreU6derk0Xp/+eUXU65cOWv5iIgI88UXX3gavl/YNbainBDsOqbG2G9c7TpWdo0LgHvI93nZNTa75SVP2HVMjbHnuNpxvOwYkz9QhACC6OOPP3bYKVm9erVby2VkZDhUkh955BG317lt2zZTuXJla9nQ0FAzZ86cwm6CT9k1tqKcEOw6psbYb1ztOlZ2jQuA+8j3juwam93ykifsOqbG2HNc7ThedozJXyhCAEG0YcMGh52SGTNmuLXcb7/95rDc66+/7tZyO3fuNNWqVbOWCwkJMe+99543m+Azdo2tKCcEu46pMfYbV7uOlV3jAuAZ8v3f7Bqb3fKSJ+w6psbYc1ztOF52jMmfKEIAQXTmzBmHe2I//PDDbi330UcfOeyUrFixosBl9u7da2rWrOmw3JtvvuntJviEXWMrygnBrmNqjP3G1a5jZde4AHiOfH+RXWOzW17yhF3H1Bh7jqsdx8uOMfkbRQggyDp16mR94cTHx5vs7OwCl3nggQesZaKjo825c+fynf/gwYPmqquucvhymzRpkq82wSt2ja0oJwS7jqkx9htXu46VXeMCUHjke3vGZre85Am7jqkx9hxXO46XHWMKBIoQQJC9+eabHv3KkZaWZiIjI635e/Toke/8x44dMw0aNHBYx+jRo325CYVm19iKckKw65gaY79xtetY2TUuAN4h39svNrvlJU/YdUyNsee42nG87BhToFCEAIIsLS3N4WI9zZo1MxkZGS7nHzhwoMOX1bfffuty3tTUVNOkSROH+Z9//nl/bIbH7BpbUU4Idh1TY+w3rnYdK7vGBcB75Ht7xWa3vOQJu46pMfYcVzuOlx1jCiSKEIANvPrqqw5fQvfff7+5cOFCnvmmTp1qQkJCrPkSExNd9nn69GnTunVrh34HDhzoz81wm11jK8oJwa5jaoz9xtWuY2XXuAD4DvneHrHZLS95wq5jaow9x9WO42XHmAKNIgRgAxcuXDA33XSTw5dRzZo1zciRI8306dPN+PHjTatWrRyer1q1qtm3b5/T/s6dO2c6duzoMH///v3dOv/U3+waW1FOCHYdU2PsN652HSu7xgXAt8j3wY/NbnnJE3YdU2PsOa52HC87xhQMIcYYIwBBl5qaqi5dumj9+vUFzhsbG6tFixapefPmTp+fOXOm+vXr5zCtVq1aCg0NdTue7t27a+LEiW7P7y47xnb+/Hl17txZX3/9tTWtf//+mj59ukJCQny2Hn+x45hK9hxXu46VXeMC4Hvke/J9YdlxTCX7jqsdx8uOMQVDeLADAHBRuXLltGbNGk2aNElvvPGGDh06lGeeqKgo9e7dW5MmTVL58uVd9pWVlZVn2q5duzyK58iRIx7N7y47xjZ37lyHxClJX3/9ta666iq3+whmQrDjmEr2HFe7jpVd4wLge+R795HvHdlxTCX7jqsdx8uOMQUDRQjARsLCwjR8+HANGTJESUlJ+v3333XkyBGVK1dOcXFxSkhIUHR0dLDDLHZICP7BuAKAc+T74CAv+QfjCk9xOgaAy94HH3yg//qv//KqjwcffFAffPCBbwIqJhhXAICdkJf8g3GFpyhCAAAAAACAgHD/ChgAAAAAAABeoAgBAAAAAAACgiIEAAAAAAAICIoQAAAAAAAgIChCAAAAAACAgKAIAQAAAAAAAoIiBAAAAAAACAiKEAAAAAAAICAoQgAAAAAAgICgCAEAAAAAAAKCIgQAAAAAAAgIihAAAAAAACAgKEIAAAAAAICAoAgBAAAAAAACgiIEAAAAAAAICIoQAAAAAAAgIChCAAAAAACAgKAIAQAAAAAAAoIiBAAAAAAACAiKEAAAAAAAICAoQgAAfCYtLU0rVqzQuHHj1K1bN8XGxiokJEQhISHq0KFDsMMDAAA+Qs5HYYUHOwAAQPHRtGlT7d69O9hhAAAAPyPno7A4EgIA4DPGGOvvmJgYde3aNYjRAAAAfyHno7A4EgIA4DMDBw5UrVq11LJlS9WoUUOSFBISEuSoAACAr5HzUVgUIQAAPvPcc88FOwQAABAA5HwUFkUIAEXenj17tGHDBh05ckRpaWkKCQlRdHS0qlatqtq1a+vqq69WZGRksMMEAABeIucDRR9FCABF0okTJ/T2229r+vTp2rNnT77zhoeHq0GDBmrXrp1uv/12dezYUSVLlnQ67+7du1WrVq0806dNm6bHHnvMoxjj4+Ot2GJiYnT48GG315dbVFSUypQpo5o1a6p58+ZKTExUYmKiwsLCPIoJAICihpxPzkfxEmJyXlEEAIqAJUuW6OGHH9aRI0cKtfzMmTPVt29fp8+52kGIjY3Vzp07Xe7IOOPLHRJnatSoobfeesv2F4K6dH5oQkKCVq9eHdxgAABFCjn/InI+ihPujgGgSJk7d666deuWZ2ekdOnSatOmjbp3764+ffooMTFR1157rUJDffM1d/DgQU2bNs0nffnK3r17dccdd2jixInBDgUAAJ8j5/+NnI/ihNMxABQZO3fuVL9+/ZSVlWVNa9iwocaNG6fOnTsrPDzvV9pff/2lVatWad68efr88891+vTpQq9/woQJeuSRRxQdHV3oPgpSrVo1rV27Ns/006dPa/fu3Vq2bJnef/99nTlzxnpu+PDhaty4sW6//Xa/xQUAQCCR88n5KL44EgJAkTFy5EidP3/eanfq1Ek//PCD7rzzTqc7I9LFX0vuuusuzZo1S/v379fkyZMVExNTqPUfO3ZMU6ZMKdSy7goPD1d8fHyeR8OGDdW1a1e98cYb+uWXX1S7dm1rGWOMhg0bJs6uAwAUF+R8cj6KL4oQAIqE9PR0LVq0yGpHREToww8/VKlSpdzuo0yZMho8eLBuueUWt5fp2LGjoqKirPbkyZOVlpbm9vL+UKdOHc2ePdth2qZNm7R58+YCl83MzFRISIjXj9GjR/tp6wAAlzty/t/I+SiOKEIAKBJ++uknpaenW+0bb7xRsbGxfl9vpUqV9PTTT1vttLQ0vfbaa35fb0Fatmypli1bOkz75ptvghQNAAC+Q853RM5HccM1IQAUCbmvMl2tWrWArfv555/XtGnTrF9D/v3vf+vpp59WxYoVAxaDMy1btlRycrLV3rdvX4HLhIeHa+vWrV6vO9jbDgAovsj5eZHzUZxQhABQJGRkZDi0T5w4EbB1ly1bVoMHD9aLL74o6eIFoyZMmKDJkycHLAZXceWUmprq1nLXXHONH6IBAMA3yPnO48qJnI+ijNMxABQJlStXdmivXbs2oOdpPvPMMw6/BEybNk2HDh0K2PqdOXXqlEPbk/uZAwBgV+T8vMj5KE4oQgAoEpo3b66wsDCrffr0afXr18+r2295Ijo6WsOGDbPa6enpGjt2bEDW7crGjRsd2vHx8UGJAwAAXyLn50XOR3FCEQJAkVCmTBklJiY6TFu8eLHq1aunl19+WSkpKX6/XdXjjz/ucGGsGTNmaM+ePX5dpyvbt29XUlKSw7T27dsHJRYAAHyJnO+InI/ihmtCACgyxo0bp5UrVzrcN/zQoUMaPXq0Ro8erfLly+uGG26wHjfeeKPDrba8VapUKY0cOVJPPPGEJOnChQt65ZVX9O677/psHe44ceKE+vTpo+zsbGtakyZN1KJFi4DG4czGjRvz/FpzyeHDh/XBBx84TEtMTFSVKlX8HxgAoEgh519EzkexZACgCJk7d64pWbKkkVTgIyIiwrRt29a888475uTJk271v2vXLoc+evXq5fD8+fPnTc2aNa3nw8PDzY4dO5z2lXO+mJgYt9ZXs2ZNp/OdPn3abN682UyePNlUq1Ytz3auXbvWre3zt1GjRrn12lx6rFq1KtghAwBsipxPzkfxxOkYAIqUnj17at26dWrbtm2B82ZkZGjt2rX65z//qdq1a2vatGleH75ZokQJjRo1ympnZmY6tL21Z88ehYSE5HlER0erYcOGeu6553TgwAFr/sjISM2ePVtt2rTxWQwAANgBOZ+cj+KJIgSAIqdp06Zas2aNvv32W/Xv3z/PVbSd+fPPP/XEE0+od+/eunDhglfr79evn+rVq2e158yZo82bN3vVp6eioqI0YMAAbdmyRffcc09A152f0aNHyxjj9qNDhw7BDhkAYGPkfHI+ih+KEACKrHbt2mnGjBk6cuSIfv31V02fPl3//Oc/81xVO6e5c+fq2Wef9Wq9YWFhGj16tNXOzs7WSy+95FWfnjp37pyMMW7tjAEAUNSR88n5KD5CjLfHKQGADZ08eVKfffaZXn/9daWkpOR5/scff1Tz5s3zTN+9e7dq1apltXv16qXZs2fnmc8Yo+uuu86h79x9xsfHW1fSjomJ0eHDhwtcX7Vq1bR27VqHec6cOaM9e/YoKSlJ06ZNc7hXevv27bVs2TLuFw4AuGyR84GihSMhABRLZcqU0UMPPaSNGzdq5MiReZ5/4403vOo/JCREr7zyisO0F154was+JSk8PFzx8fEOjwYNGqhz584aN26cdu/erXbt2lnzf/vtt17/ygMAQFFGzgeKFooQAIq10NBQjR07Vj169HCYvnLlSq/77tatm1q2bGm1v/rqqzz38fa1MmXK6LPPPlNcXJw17Z133tHXX3/t1/UCAGB35HygaKAIAeCy8PTTTzu0Dxw4oPT0dK/7HTNmjEPb2S8wvlahQgVNmTLFYdrTTz/tcA9xAAAuV+R8wN4oQgC4LDRp0iTPtNTUVK/7ve222xwOlfzmm2988otLQe6++27dcMMNVnvz5s1Oz2MFAOByQ84H7I0iBIDLQmho3q+70qVL+6TvcePGObR9cZ6oO3Lfq3zMmDH8MgIAuOyR8wF7owgB4LKwfft2h3Z0dLSio6N90ne7du106623Wu3vv/9eS5Ys8Unf+UlMTFTTpk2t9rZt2zR//ny/rxcAADsj5wP2RhECQJFw5MgRHTlypNDLv/feew7tDh06eBmRo7Fjxzq0X3zxRQXiDsjDhw/PEwd3XgYAFGXkfOfI+SguKEIAKBK2bt2q2rVra9iwYTp69KhHyy5YsEBvv/22w7RevXr5Mjy1bNlSd911l9XeuHGj9u7d69N1ONO9e3fVq1fPaqekpOjzzz/3+3oBAPAXcr5z5HwUFxQhABQZZ8+e1cSJE1W9enXdfffdWrBggY4dO+Zy/q1bt+qRRx7Rvffeq6ysLGt6s2bN1KdPH5/HN2bMGIWEhPi83/yEhoZq6NCheeIAAKAoI+fnRc5HcREe7AAAwFMZGRlauHChFi5cKEmqW7euatSooYoVKyo0NFSpqanasmWL9u3bl2fZ6tWra968eU4vWuWtRo0aqVevXgG/YvUDDzyg0aNHW9v7008/aenSpercuXNA4wAAwNfI+Y7I+SgOOBICQJFQvnx5VaxY0elzv//+u77++mvNnTtXs2fP1rJly5zujHTq1Elr1qxR7dq1/Rbnyy+/rLCwML/170xERIQGDx7sMI1fRgAARRU53zVyPooDihAAioTGjRvr8OHD+vrrrzVo0CC1aNHCrcRfsmRJ3XPPPVq8eLFWrFih+Ph4v8ZZr1499evXz6/rcGbAgAGqVKmS1f7uu++0YsWKgMcBAIC3yPn5I+ejqAsxXFIVQBF19uxZ7dixQzt27NDRo0d16tQpSRfvBV6+fHk1aNBA1157rcLDOfMMAICijJwPFB8UIQAAAAAAQEBwOgYAAAAAAAgIihAAAAAAACAgKEIAAAAAAICAoAgBAAAAAAACgiIEAAAAAAAICIoQAAAAAAAgIChCAAAAAACAgKAIAQAAAAAAAoIiBAAAAAAACAiKEAAAAAAAICAoQgAAAAAAgICgCAEAAAAAAAKCIgQAAAAAAAgIihAAAAAAACAgKEIAAAAAAICAoAgBAAAAAAACgiIEAAAAAAAICIoQAAAAAAAgIChCAAAAAACAgKAIAQAAAAAAAoIiBAAAAAAACAiKEAAAAAAAICAoQgAAAAAAgICgCAEAAAAAAAKCIgQAAAAAAAgIihAAAAAAACAgKEIAAAAAAICAoAgBAAAAAAACgiIEAAAAAAAICIoQAAAAAAAgIChCAAAAAACAgKAIAQAAAAAAAoIiBAAAAAAACAiKEAAAAAAAICAoQgAAAAAAgICgCAEAAAAAAAKCIgQAAAAAAAiI/wc6t5FTbX5QTQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "h = 1.7\n", + "fg = sns.relplot(df_melt2, x='SNR', kind='line', y='value', col='cumulant',\n", + " facet_kws={'sharey': False, 'despine':False, 'legend_out': False},\n", + " hue='method', height=h, aspect=col_width / 1.85 / h, legend=False,\n", + " style='method', errorbar='ci', err_style='bars', err_kws={'capsize':1}\n", + " )\n", + "plt.xscale('symlog', base=2, linthresh=.225)\n", + "fg.axes[0, 0].hlines(.8 + .05 / 2, -.05, 2 ** 3 + 3, ls='--', color='xkcd:dark grey', zorder=1, lw=1)\n", + "# c1_0 = df_melt2.query('SNR == 0').query('cumulant == \"c1\"').query('method == \"Naive\"').value.mean()\n", + "# fg.axes[0, 0].hlines(c1_0, -.05, 2 ** 3 + 3, ls='--', color='xkcd:dark blue', zorder=1, lw=1)\n", + "fg.axes[0, 0].set(xlim=(-.1, 2 ** 3 + 3), ylim=(.8, .95))\n", + "fg.axes[0, 0].set(ylabel='$c_1$', xlabel='$\\mathrm{SNR}^{-1}$', title='')\n", + "fg.axes[0, 0].yaxis.label.set_size(9)\n", + "\n", + "fg.axes[0, 1].hlines(-.05, -.05, 2 ** 3 + 3, ls='--', color='xkcd:dark grey', zorder=1, lw=1)\n", + "fg.axes[0, 1].set(ylabel='$c_2$', xlabel='$\\mathrm{SNR}^{-1}$', title='', ylim=(-.1, .05))\n", + "fg.axes[0, 1].yaxis.label.set_size(9)\n", + "\n", + "leg = fg._legend\n", + "\n", + "plt.suptitle('MRW', size=8.5, y=.92)\n", + "# plt.suptitle('MRW, $H=0.8$, $\\lambda=\\sqrt{0.05}$', size=8.5)\n", + "\n", + "if leg is not None:\n", + " # # leg.draw_frame(False)\n", + " leg.set_title('')\n", + " for t in leg.texts:\n", + " # t.set_text(rf\"$\\tau_D={float(t.get_text()):0.0f}$\")\n", + " t.set_size(7)\n", + " # sns.move_legend(g.axes[0, 0], 'upper left', ncols=1)\n", + "\n", + "# fg.axes[0, 0].annotate('(c)', (0, 1), xycoords='axes fraction', size=7,\n", + "# va='top', xytext=(4, -4), textcoords='offset points', color='.1')\n", + "# fg.axes[0, 1].annotate('(d)', (0, 1), xycoords='axes fraction', size=7,\n", + "# va='top', xytext=(4, -4), textcoords='offset points', color='.1')\n", + "\n", + "# add_letter(fg.axes[0, 0], 'B', offset_x=0, offset_y=-11.5)\n", + "\n", + "# plt.savefig(figures_folder / 'MRW.pdf', bbox_inches='tight')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/Robust estimation.ipynb b/notebooks/Robust estimation.ipynb index 3309044..1b2e3f2 100644 --- a/notebooks/Robust estimation.ipynb +++ b/notebooks/Robust estimation.ipynb @@ -14,7 +14,19 @@ "cell_type": "code", "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ImportError", + "evalue": "cannot import name 'reject_coefs' from 'pymultifracs.robust' (unknown location)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[2], line 18\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymultifracs\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mmfa\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m mf_analysis\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymultifracs\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mwavelet\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m wavelet_analysis\n\u001b[0;32m---> 18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymultifracs\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mrobust\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m reject_coefs\n\u001b[1;32m 19\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymultifracs\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mwavelet\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m compute_leaders2\n\u001b[1;32m 20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpymultifracs\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mviz\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m plot_coef\n", + "\u001b[0;31mImportError\u001b[0m: cannot import name 'reject_coefs' from 'pymultifracs.robust' (unknown location)" + ] + } + ], "source": [ "import matplotlib.colors as colors\n", "import matplotlib.ticker as ticker\n", @@ -56,7 +68,7 @@ "\n", " for i in range(n_iter):\n", "\n", - " idx_reject = reject_coefs(WT.wt_coefs, lwt.cumulants, 2, 1000000,\n", + " idx_reject = reject_coefs(WT.wt_coefs, lwt.cumulants, 2, 1000000, \n", " verbose=False)\n", " \n", " if verbose:\n", @@ -867,9 +879,14 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0" + "version": "3.10.13" }, - "orig_nbformat": 4 + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "90f9f7140ac834afd6c9a5c616c1f44025793e46c72b856fb8a02149687b39da" + } + } }, "nbformat": 4, "nbformat_minor": 2 diff --git a/notebooks/StatisticalTests.ipynb b/notebooks/StatisticalTests.ipynb new file mode 100644 index 0000000..cefff6c --- /dev/null +++ b/notebooks/StatisticalTests.ipynb @@ -0,0 +1,445 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4799b476-4d76-4b3b-b446-40b03731c7f1", + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "194215f8-43c6-402e-a555-b302ab0230eb", + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "sns.set(style=\"white\")\n", + "figure_folder = 'figures/'" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "1eecae37-4ea3-4c9e-985b-c3aa209f403a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from pymultifracs.simul import mrw\n", + "import numpy as np\n", + "\n", + "X = mrw(shape=65536, H=0.8, lam=np.sqrt(0.03), L=65536)\n", + "\n", + "plt.plot(X)\n", + "plt.title(r'realization of a MRW, $H$=0.8, $\\lambda^2$=0.03', size='large')\n", + "plt.ylabel('X')\n", + "plt.xlabel('t')\n", + "sns.despine()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "8c60b9a3-1863-4336-8e16-a3183b3e2011", + "metadata": {}, + "outputs": [], + "source": [ + "rng = np.random.default_rng()" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "dc4e0ef2-eb4b-4982-be99-dcdeb3929f4e", + "metadata": {}, + "outputs": [], + "source": [ + "null_distribution = np.array([rng.permutation(X) for i in range(1)]).transpose()" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "6fbab2a4-be30-4d43-a77f-8221e4d04152", + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs.wavelet import wavelet_analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "362531f4-42e8-40e1-b1b4-3606dda65962", + "metadata": {}, + "outputs": [], + "source": [ + "WT = wavelet_analysis(null_distribution, p_exp=2, j1=2, j2=12, weighted=True, gamint=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 148, + "id": "4c3cc425-920b-4911-afb5-39c2f2b4add4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using coef bootstrapping technique\n" + ] + } + ], + "source": [ + "coef_boot = WT.wt_coefs.bootstrap(100, 'db3')" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "id": "66f669e7-bc90-41a3-b4fb-e3825aa8e9ac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using leader bootstrapping technique\n" + ] + } + ], + "source": [ + "leader_boot = WT.wt_leaders.bootstrap(100, 'db3')" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "f88052de-42ea-4e4c-ac4a-11682257d789", + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs.estimation import estimate_hmin" + ] + }, + { + "cell_type": "code", + "execution_count": 151, + "id": "2c6fec66-81d3-4b65-9dc7-4a4d4a70f153", + "metadata": {}, + "outputs": [], + "source": [ + "hmin = estimate_hmin(WT.wt_coefs, j1=2, j2_eff=12, weighted=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "id": "60ac6f36-faf8-4be0-87ab-837592ffa20a", + "metadata": {}, + "outputs": [], + "source": [ + "from pymultifracs.mfa import minimal_mf_analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "id": "e7b52322-00e0-48a3-94b4-fbfcc2b5bd08", + "metadata": {}, + "outputs": [], + "source": [ + "dwt, lwt = minimal_mf_analysis(WT.wt_coefs, WT.wt_leaders, j1=2, weighted=True, q=None, n_cumul=3)\n", + "dwt_b, lwt_b = minimal_mf_analysis(coef_boot, leader_boot, j1=2, weighted=True, q=None, n_cumul=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 154, + "id": "188edb55-085a-4fcf-9b79-f4b439719ac2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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+ "-0.0206548334359564" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lwt.cumulants.c2.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "bc1a866f-f999-4473-9475-7c23e1c935e8", + "metadata": {}, + "outputs": [], + "source": [ + "WT_true = wavelet_analysis(X, p_exp=2, j1=2, j2=12, weighted=True, gamint=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "f3830431-0c75-421b-832a-bff437cbc87f", + "metadata": {}, + "outputs": [], + "source": [ + "hmin = estimate_hmin(WT_true.wt_coefs, j1=2, j2_eff=12, weighted=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "796aeca7-d763-4574-9fe2-13f9a568803c", + "metadata": {}, + "outputs": [], + "source": [ + "dwt, lwt = minimal_mf_analysis(WT_true.wt_coefs, WT_true.wt_leaders, j1=2, weighted=True, q=None, n_cumul=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "dfdf000a-2b5e-4a71-bb90-18c1b1566853", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lwt.cumulants.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "d8dd8b15-512e-44db-8e37-2d156a1b1c2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.79464449])" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dwt.structure.H" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "cf171be5-8c8f-463f-8e30-08b3b22c7c3c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(-0.02418056)" + ] + }, + "execution_count": 77, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lwt.cumulants.c2" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "f63fea3b-4716-49be-828d-87380a0d5123", + "metadata": {}, + "outputs": [], + "source": [ + "WT_one = wavelet_analysis(null_distribution[:, 0], p_exp=2, j1=2, j2=12, weighted=True, gamint=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "deb4f020-2281-4be4-a522-d42115e1a221", + "metadata": {}, + "outputs": [], + "source": [ + "hmin = estimate_hmin(WT_true.wt_coefs, j1=2, j2_eff=12, weighted=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "ae34239e-8166-4faa-a566-59b46873e523", + "metadata": {}, + "outputs": [], + "source": [ + "dwt, lwt = minimal_mf_analysis(WT_true.wt_coefs, WT_true.wt_leaders, j1=2, weighted=True, q=None, n_cumul=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "d82ef699-2239-4b86-ad2e-fd78f0165b56", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.79464449])" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dwt.structure.H" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "605fe508-dee6-40f4-8326-1561b6c1846b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(-0.02691356)" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lwt.cumulants.c2" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:pymultifracs]", + "language": "python", + "name": "conda-env-pymultifracs-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.1" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/pymultifracs/ScalingFunction.py b/pymultifracs/ScalingFunction.py deleted file mode 100644 index a2c38b6..0000000 --- a/pymultifracs/ScalingFunction.py +++ /dev/null @@ -1,9 +0,0 @@ -from dataclasses import dataclass, field - -import numpy as np - - -@dataclass -class ScalingFunction: - weights: np.ndarray = field(init=False, default=None) - diff --git a/pymultifracs/__init__.py b/pymultifracs/__init__.py index 3a8d6d5..7524540 100644 --- a/pymultifracs/__init__.py +++ b/pymultifracs/__init__.py @@ -1 +1,4 @@ from ._version import __version__ # noqa: F401 + +from .mf_analysis import mfa +from .wavelet import wavelet_analysis diff --git a/pymultifracs/_version.py b/pymultifracs/_version.py index 11d27f8..cce384d 100644 --- a/pymultifracs/_version.py +++ b/pymultifracs/_version.py @@ -1 +1 @@ -__version__ = '0.1' +__version__ = '0.3' diff --git a/pymultifracs/autorange.py b/pymultifracs/autorange.py index 2678e10..66d7eb5 100644 --- a/pymultifracs/autorange.py +++ b/pymultifracs/autorange.py @@ -22,9 +22,9 @@ # **parameters # } -# dwt_struct = StructureFunction.from_dict(param_dwt) -# dwt_cumul = Cumulants.from_dict(param_dwt) -# dwt_spec = None # MultifractalSpectrum.from_dict(param_dwt) +# dwt_struct = StructureFunction._from_dict(param_dwt) +# dwt_cumul = Cumulants._from_dict(param_dwt) +# dwt_spec = None # MultifractalSpectrum._from_dict(param_dwt) # # pylint: disable=unbalanced-tuple-unpacking # # dwt_hmin, _ = estimate_hmin(wt_coefs, j1, j2, weighted) @@ -39,9 +39,9 @@ # **parameters # } -# lwt_struct = StructureFunction.from_dict(param_lwt) -# lwt_cumul = Cumulants.from_dict(param_lwt) -# lwt_spec = None # MultifractalSpectrum.from_dict(param_lwt) +# lwt_struct = StructureFunction._from_dict(param_lwt) +# lwt_cumul = Cumulants._from_dict(param_lwt) +# lwt_spec = None # MultifractalSpectrum._from_dict(param_lwt) # # pylint: disable=unbalanced-tuple-unpacking # # lwt_hmin, _ = estimate_hmin(wt_leaders, j1, j2, weighted) @@ -66,16 +66,19 @@ def find_max_lambda(L): return np.argwhere(L.mean(axis=0) == np.amax(L.mean(axis=0))) -def compute_R(moment, slope, intercept, j_min_max, j): +def compute_R(moment, slope, intercept, weights, j_min_max, j): x, _, _, _, j_min_idx, j_max_idx = prepare_regression(j_min_max, j) - # Shape (n_moments, n_scales, n_scaling_ranges, n_sig, B) - moment = moment[:, j_min_idx:j_max_idx, None, :] - slope = slope[:, None, :] - intercept = intercept[:, None, :] + # Shape (n_moments, n_scales, n_scaling_ranges, n_sig, R) + moment = moment[:, j_min_idx:j_max_idx] + slope = slope[:, None] + intercept = intercept[:, None] + weights = weights[..., None] + x = x[..., None] - return ((moment - x * slope - intercept) ** 2).sum(axis=1) + return np.nansum( + weights ** 2 * (moment - x * slope - intercept) ** 2, axis=1) def sanitize_scaling_ranges(scaling_ranges, j2_eff): diff --git a/pymultifracs/bivariate/__init__.py b/pymultifracs/bivariate/__init__.py index 6e80d88..3d6b70c 100644 --- a/pymultifracs/bivariate/__init__.py +++ b/pymultifracs/bivariate/__init__.py @@ -1,3 +1,4 @@ -from .bimfa import bivariate_analysis, bivariate_analysis_full +from .bimfa import bimfa +from .biscaling_function import BiStructureFunction, BiCumulants -__all__ = ['bivariate_analysis', 'bivariate_analysis_full'] +__all__ = ['bimfa', 'BiStructureFunction', 'BiCumulants'] diff --git a/pymultifracs/bivariate/bimfa.py b/pymultifracs/bivariate/bimfa.py index 5f2566f..fc654f9 100644 --- a/pymultifracs/bivariate/bimfa.py +++ b/pymultifracs/bivariate/bimfa.py @@ -5,64 +5,111 @@ from ..autorange import sanitize_scaling_ranges from ..utils import MFractalBiVar from ..wavelet import wavelet_analysis -from .bivariate_cumulants import BiCumulants -from .bivariate_structurefunction import BiStructureFunction - - -def bivariate_analysis(mrq1, mrq2, scaling_ranges, weighted, n_cumul, q1, q2, - bootstrap_weighted=None, R=1, estimates='sc'): - - j1 = min([sr[0] for sr in scaling_ranges]) - - if isinstance(mrq1, Iterable): - - # for m1, m2 in zip(mrq1, mrq2): - # if R > 1: - # m1.bootstrapped_mrq, m2.bootstrapped_mrq = \ - # m1.bootstrap_multiple(R, j1, [m1, m2]) - # else: - # m1.bootstrapped_mrq, m2.bootstrapped_mrq = None, None - - if isinstance(estimates, str): - estimates = [estimates] * len(mrq1) - - if (n1 := len(mrq1)) != (m := len(estimates)): - raise ValueError( - f"Length of `estimates` = {m} does not match `mrq1` = {n1}" - ) - - if isinstance(mrq2, Iterable): - - if (n1 := len(mrq1)) != (n2 := len(mrq2)): - raise ValueError( - f"Length of `mrq1` = {n1} does not match `mrq2` = {n2}" - ) - - return [bivariate_analysis(m1, m2, scaling_ranges, weighted, - n_cumul, q1, q2, bootstrap_weighted, - R=1, estimates=estimates[i]) - for i, (m1, m2) in enumerate(zip(mrq1, mrq2))] - - return [bivariate_analysis(m1, mrq2, scaling_ranges, weighted, n_cumul, - q1, q2, bootstrap_weighted, R=1, - estimates=estimates[i]) - for i, m1 in enumerate(mrq1)] +from .biscaling_function import BiStructureFunction, BiCumulants + + +def bimfa(mrq1, mrq2, scaling_ranges, weighted=None, n_cumul=2, q1=None, + q2=None, mode='all2all', + bootstrap_weighted=None, R=1, estimates='auto', robust=False, + robust_kwargs=None, idx_reject=None, check_regularity=True): + """ + Bivariate multifractal analysis. + + Parameters + ---------- + mrq1 : WaveletDec + Left-hand multi-resolution quantity to analyze. + mrq2 : WaveletDec + Right-hand multi-resolution quantity to analyze. + scaling_ranges : list[tuple[int, int]] + List of pairs of (j1, j2) ranges of scales for the analysis. + weighted : str | None + Weighting mode for the linear regressions. Defaults to None, which is + no weighting. Possible values are 'Nj' which weighs by number of + coefficients, and 'bootstrap' which weights by bootstrap-derived + estimates of variance. + n_cumul : int + Number of cumulants computed. + q1 : ndarray, shape (n_exponents,) + List of q values used in the multifractal analysis of the ``mrq1``. + q2 : ndarray, shape (n_exponents,) + List of q values used in the multifractal analysis of the ``mrq2``. + mode : str, optional + Mode of bivariate analysis. Either: + - 'all2all': each possible pair of signals between ``mrq1`` and + ``mrq2`` is analyzed, generating ``mrq1.n_sig x mrq2.n_sig`` + pairs + - 'pairwise': the signals in ``mrq1`` and ``mrq2`` are paired + together based on their order of apparition, ``mrq1`` and + ``mrq2`` need to have the same number of signals. + bootstrap_weighted : str | None + Whether the boostrapped mrqs will have weighted regressions. + R : int + Number of bootstrapped repetitions, R > 1 not currently tested! + estimates : str + Quantities to estimate: string containing a character for each of: + - "s": structure function + - "c": cumulants + + Defaults to "auto" which computes both. + robust : bool + Use robust estimates of cumulants. + robust_kwargs : Dict | None + Arguments passed for robust estimation. Used for cumulant estimates + of order >= 3. + idx_reject : Dict[int, ndarray] + Dictionary associating each scale to a boolean array indicating whether + certain coefficients should be removed. + check_regularity: bool + Whether to check the minimum regularity requirements are met by the + MRQs. + + Returns + ------- + MFractalBiVar + The output of the bivariate multifractal analysis. + """ + + # if isinstance(mrq1, Iterable): + + # # for m1, m2 in zip(mrq1, mrq2): + # # if R > 1: + # # m1.bootstrapped_obj, m2.bootstrapped_obj = \ + # # m1.bootstrap_multiple(R, j1, [m1, m2]) + # # else: + # # m1.bootstrapped_obj, m2.bootstrapped_obj = None, None + + # if isinstance(estimates, str): + # estimates = [estimates] * len(mrq1) + + # if (n1 := len(mrq1)) != (m := len(estimates)): + # raise ValueError( + # f"Length of `estimates` = {m} does not match `mrq1` = {n1}" + # ) + + # if isinstance(mrq2, Iterable): + + # if (n1 := len(mrq1)) != (n2 := len(mrq2)): + # raise ValueError( + # f"Length of `mrq1` = {n1} does not match `mrq2` = {n2}" + # ) + + # return [bimfa(m1, m2, scaling_ranges, weighted, + # n_cumul, q1, q2, bootstrap_weighted, + # R=1, estimates=estimates[i]) + # for i, (m1, m2) in enumerate(zip(mrq1, mrq2))] + + # return [bimfa(m1, mrq2, scaling_ranges, weighted, n_cumul, + # q1, q2, bootstrap_weighted, R=1, + # estimates=estimates[i]) + # for i, m1 in enumerate(mrq1)] if R > 1: + j1 = min([sr[0] for sr in scaling_ranges]) mrq1.bootstrap_multiple(R, j1, [mrq1, mrq2]) - # if R > 1: - # mrq1.bootstrap(R) - # mrq2.bootstrap(R) - bimfa_boot = None - if mrq1.bootstrapped_mrq is not None: - - bimfa_boot = bivariate_analysis( - mrq1.bootstrapped_mrq, mrq2.bootsrapped_mrq, scaling_ranges, - bootstrap_weighted, n_cumul, q1, q2, None, 1, estimates) - if q1 is None: q1 = [2] @@ -83,61 +130,65 @@ def bivariate_analysis(mrq1, mrq2, scaling_ranges, weighted, n_cumul, q1, q2, raise ValueError("No valid scaling range provided. " f"Effective max scale is {j2_eff}") - j1 = min([sr[0] for sr in scaling_ranges]) - j2 = max([sr[1] for sr in scaling_ranges]) + if check_regularity: + mrq1.check_regularity(scaling_ranges, weighted, idx_reject) + mrq2.check_regularity(scaling_ranges, weighted, idx_reject) + + if mrq1.bootstrapped_obj is not None: + + bimfa_boot = bimfa( + mrq1.bootstrapped_obj, mrq2.bootsrapped_mrq, scaling_ranges, + bootstrap_weighted, n_cumul, q1, q2, None, 1, estimates) parameters = { 'q1': q1, 'q2': q2, - 'j1': j1, - 'j2': j2, + 'mode': mode, 'weighted': weighted, 'scaling_ranges': scaling_ranges, 'mrq1': mrq1, 'mrq2': mrq2, 'n_cumul': n_cumul, - 'bootstrapped_mfa': bimfa_boot + 'bootstrapped_obj': bimfa_boot, + 'robust': robust, + 'idx_reject': idx_reject, } bistruct, bicumul = None, None - if 's' in estimates: - bistruct = BiStructureFunction.from_dict(parameters) - if 'c' in estimates: - bicumul = BiCumulants.from_dict(parameters) + flag_q = q1 is not None or q2 is not None - return MFractalBiVar(bistruct, bicumul) + if 's' in estimates or (estimates == 'auto' and flag_q): + bistruct = BiStructureFunction._from_dict(parameters) + if 'c' in estimates or estimates == 'auto': + bicumul = BiCumulants._from_dict(parameters) + return MFractalBiVar(bistruct, bicumul) -def bivariate_analysis_full(signal1, signal2, scaling_ranges, normalization=1, - gamint=0.0, weighted=None, wt_name='db3', - p_exp=None, q1=None, q2=None, n_cumul=3, - bootstrap_weighted=None, R=1, estimates='sc'): - j1 = min([sr[0] for sr in scaling_ranges]) - j2 = max([sr[1] for sr in scaling_ranges]) +# def bivariate_analysis_full(signal1, signal2, scaling_ranges, normalization=1, +# gamint=0.0, weighted=None, wt_name='db3', +# p_exp=None, q1=None, q2=None, n_cumul=3, +# bootstrap_weighted=None, R=1, estimates='sc'): - wt_param = { - 'p_exp': p_exp, - 'wt_name': wt_name, - 'j1': j1, - 'j2': j2, - 'gamint': gamint, - 'normalization': normalization, - 'weighted': weighted - } +# wt_param = { +# 'p_exp': p_exp, +# 'wt_name': wt_name, +# 'gamint': gamint, +# 'normalization': normalization, +# } - WT1 = wavelet_analysis(signal1, **wt_param) - WT2 = wavelet_analysis(signal2, **wt_param) +# WT1 = wavelet_analysis(signal1, **wt_param) +# WT2 = wavelet_analysis(signal2, **wt_param) - mrq1 = [WT1.wt_coefs] - mrq2 = [WT2.wt_coefs] +# mrq1 = [WT1.wt_coefs] +# mrq2 = [WT2.wt_coefs] - if WT1.wt_leaders is not None: - mrq1 += [WT1.wt_leaders] - if WT2.wt_leaders is not None: - mrq2 += [WT2.wt_leaders] +# if WT1.wt_leaders is not None: +# mrq1 += [WT1.wt_leaders] +# if WT2.wt_leaders is not None: +# mrq2 += [WT2.wt_leaders] - return bivariate_analysis( - mrq1, mrq2, scaling_ranges, weighted, n_cumul, q1, q2, - bootstrap_weighted, R, estimates) +# return bivariate_analysis( +# mrq1, mrq2, scaling_ranges, weighted, n_cumul, q1, q2, +# bootstrap_weighted, R, estimates) diff --git a/pymultifracs/bivariate/biscaling_function.py b/pymultifracs/bivariate/biscaling_function.py new file mode 100644 index 0000000..491fd25 --- /dev/null +++ b/pymultifracs/bivariate/biscaling_function.py @@ -0,0 +1,729 @@ +from typing import Any +from dataclasses import dataclass, field, InitVar +import inspect + +import numpy as np +import matplotlib.pyplot as plt +import seaborn as sns +from scipy import special + + +from ..utils import MFractalBiVar +from ..regression import prepare_regression, prepare_weights + +# For zeta(q1, q2) plot +# from mpl_toolkits.mplot3d import axes3d +# from matplotlib import cm +# from matplotlib.ticker import LinearLocator, FormatStrFormatter + +from ..utils import fast_power, isclose, pairing +from ..viz import plot_bicm +from ..regression import linear_regression +from ..multiresquantity import WaveletDec +from ..scalingfunction import AbstractScalingFunction + + +@dataclass(kw_only=True) +class BiScalingFunction(AbstractScalingFunction): + mrq1: InitVar[WaveletDec] + mrq2: InitVar[WaveletDec] + mode: str = 'all2all' + gamint1: float = field(init=False) + gamint2: float = field(init=False) + n_sig: tuple[int] = field(init=False) + nj_margin: dict[str, np.ndarray] = field(init=False) + + def __post_init__(self, idx_reject, mrq1, mrq2): + + if mrq1.get_formalism() != mrq2.get_formalism(): + raise ValueError( + 'Multi-resolution quantities should have the same formalism, ' + f'currently is {mrq1.formalism=}, {mrq2.formalism=}') + + self.formalism = mrq1.get_formalism() + self.gamint1 = mrq1.gamint + self.gamint2 = mrq2.gamint + + match self.mode: + case 'all2all': + self.n_sig = (mrq1.n_sig, mrq2.n_sig) + case 'pairwise': + if mrq1.n_sig != mrq2.n_sig: + raise ValueError( + 'Pairwise mode needs equal number of signals on each ' + f'multi-resolution quantity, currently {mrq1.n_sig=} ' + f'and {mrq2.n_sig=}') + self.n_sig = (mrq1.n_sig, 1) + + if max(mrq1.values) < max(mrq2.values): + self.j = np.array(list(mrq1.values)) + else: + self.j = np.array(list(mrq2.values)) + + self.nj_margin = np.array([mrq1.get_nj_interv(), mrq2.get_nj_interv()]) + self.nj = ( + (self.nj_margin[0][:, None] + self.nj_margin[1][..., None]) / 2 + ).reshape(len(self.j), -1) + + def get_nj_interv(self, j_min, j_max): + return self.nj[j_min-min(self.j):j_max-min(self.j)+1] + + def get_nj_interv_margin(self, j_min, j_max, margin): + return self.nj_margin[margin, j_min-min(self.j):j_max-min(self.j)+1] + + def _check_enough_rep_bootstrap(self): + if (ratio := self.n_rep // self.n_sig) < 2: + raise ValueError( + f'n_rep = {ratio} per original signal too small to build ' + 'confidence intervals' + ) + + def get_jrange(self, j1=None, j2=None, bootstrap=False): + + if self.bootstrapped_obj is not None and bootstrap: + if j1 is None: + j1 = self.bootstrapped_obj.j.min() + if j2 is None: + j2 = self.bootstrapped_obj.j.max() + + else: + + if j1 is None: + j1 = self.j.min() + if j2 is None: + j2 = self.j.max() + + if self.j.min() > j1: + raise ValueError(f"Expected mrq to have minium scale {j1=}, got " + f"{self.j.min()} instead") + + j_min = int(j1 - self.j.min()) + j_max = int(j2 - self.j.min() + 1) + + return j1, j2, j_min, j_max + + def _compute_fit(self, mrq1, mrq2, margin=None, value_name=None): + """ + Compute the value of the scale function zeta(q_1, q_2) for all q_1, q_2 + """ + + if value_name is not None: + values = getattr(self, value_name) + else: + values = self.values + + n1, n2 = values.shape[:2] + + # self.slope = np.zeros( + # (n1, n2, len(self.scaling_ranges), np.prod(values.shape[4:]))) + + x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( + self.scaling_ranges, self.j) + + y = values.reshape( + n1 * n2, len(self.j), len(self.scaling_ranges), + np.prod(values.shape[4:]))[:, j_min_idx:j_max_idx] + + if self.weighted == 'bootstrap': + + if self.bootstrapped_obj is None: + std = self.std_values()[:, j_min_idx:j_max_idx] + + else: + + if j_min < self.bootstrapped_obj.j.min(): + raise ValueError( + 'Bootstrapped minimum scale ' + f'{self.bootstrapped_obj.j.min()} inferior to minimum' + f'scale {j_min} used in estimation') + + std_slice = np.s_[ + int(j_min - self.bootstrapped_obj.j.min()): + int(j_max - self.bootstrapped_obj.j.min() + 1)] + + std = self.bootstrapped_obj.std_values()[:, std_slice] + + else: + std = None + + if margin is None: + nj_fun = self.get_nj_interv + else: + nj_fun = lambda x, y: self.get_nj_interv_margin(x, y, margin) + + weights = prepare_weights(nj_fun, self.weighted, n_ranges, j_min, + j_max, self.scaling_ranges, y, std) + + slope, intercept = linear_regression(x, y, weights) + + slope = slope.reshape(n1, n2, n_ranges, *values.shape[4:]) + intercept = intercept.reshape(n1, n2, n_ranges, *values.shape[4:]) + + return slope, intercept, weights + + # if out_prefix is not None: + # setattr(self, out_prefix + '_slope', slope) + # setattr(self, out_prefix + '_intercept', intercept) + # setattr(self, out_prefix + '_weights', weights) + # else: + # self.slope = slope + # self.intercept = intercept + # self.weights = weights + + +@dataclass(kw_only=True) +class BiStructureFunction(BiScalingFunction): + q1: np.ndarray + q2: np.ndarray + coherence: np.ndarray = field(init=False) + + def __post_init__(self, idx_reject, mrq1, mrq2): + + super().__post_init__(idx_reject, mrq1, mrq2) + + if self.bootstrapped_obj is not None: + self.bootstrapped_obj = self.bootstrapped_obj.structure + + self._compute(mrq1, mrq2, idx_reject) + self.slope, self.intercept, self.weights = self._compute_fit( + mrq1, mrq2) + + def _compute(self, mrq1, mrq2, idx_reject): + + if ((ratio1 := mrq1.n_rep // mrq1.n_sig) + != (ratio2 := mrq2.n_rep // mrq2.n_sig)): + raise ValueError( + 'Mrq 1 and 2 have different number of bootstrapping ' + f'repetitions: {ratio1} and {ratio2}, respectively.') + + match self.mode: + case 'all2all': + n_rep = (mrq1.n_sig, mrq2.n_sig, ratio1) + case 'pairwise': + n_rep = (mrq1.n_sig, 1, ratio1) + + self.values = np.zeros( + (len(self.q1), len(self.q2), len(self.j), len(self.scaling_ranges), + *n_rep)) + self.coherence = np.zeros(self.values.shape[2:]) + + for ind_j, j in enumerate(self.j): + + pow1 = { + q1: fast_power(np.abs( + mrq1.get_values(j, idx_reject, True)), q1)[..., None, :] + for q1 in self.q1 if q1 != 0 + } + pow2 = { + q2: fast_power(np.abs( + mrq2.get_values(j, idx_reject, True)), q2) + for q2 in self.q2 if q2 != 0 + } + + match self.mode: + case 'all2all': + pow2 = {k: v[..., None, :, :] for k, v in pow2.items()} + case 'pairwise': + pow2 = {k: v[..., None, :] for k, v in pow2.items()} + + for ind_q1, q1 in enumerate(self.q1): + for ind_q2, q2 in enumerate(self.q2): + + if q1 == q2 == 0: + self.values[ind_q1, ind_q2, ind_j] = 0 + continue + + if q1 == 0: + self.values[ind_q1, ind_q2, ind_j] = np.log2( + np.nanmean(pow2[q2], axis=0)) + continue + + if q2 == 0: + self.values[ind_q1, ind_q2, ind_j] = np.log2( + np.nanmean(pow1[q1], axis=0)) + continue + + self.values[ind_q1, ind_q2, ind_j] = np.log2( + np.nanmean(pow1[q1] * pow2[q2], axis=0)) + + # Computing coherence + val1 = mrq1.get_values(j, reshape=True)[..., None, :] + + match self.mode: + case 'all2all': + val2 = mrq2.get_values(j, reshape=True)[..., None, :, :] + case 'pairwise': + val2 = mrq2.get_values(j, reshape=True)[..., None, :] + + self.coherence[ind_j] = ( + np.nanmean(val1 * val2, axis=0) + / np.sqrt(np.nanmean(fast_power(val1, 2) * fast_power(val2, 2), + axis = 0))) + + def S_qq(self, q1, q2): + return self.values[isclose(q1, self.q1), isclose(q2, self.q2)][0] + + def s_qq(self, q1, q2): + + out = self.slope[isclose(q1, self.q1), isclose(q2, self.q2)][0] + out = out.reshape(len(self.scaling_ranges), *self.values.shape[4:]) + + return out + + def plot(self, figsize=None, scaling_range=0, signal_idx1=0, + signal_idx2=0, plot_CI=True, plot_scales=None, filename=None): + + if self.mode == 'pairwise': + signal_idx2 = 0 + + if plot_scales is None: + j1, j2, j_min, j_max = self.get_jrange(None, None, plot_CI) + else: + j1, j2, j_min, j_max = self.get_jrange(*plot_scales, plot_CI) + + idx = np.s_[j_min:j_max] + + fig, axes = plt.subplots(len(self.q1), len(self.q2), sharex=True, + figsize=figsize) + + x = self.j[idx] + + for ind_q1, q1 in enumerate(self.q1): + for ind_q2, q2 in enumerate(self.q2): + + y = self.S_qq(q1, q2)[ + idx, scaling_range, signal_idx1, signal_idx2, 0] + + if self.bootstrapped_obj is not None and plot_CI: + + __, _, j_min_CI, j_max_CI = \ + self.bootstrapped_obj.get_jrange(j1, j2) + + CI = self.CIE_S_qq(q1, q2)[ + j_min_CI:j_max_CI, scaling_range, signal_idx1, + signal_idx2] + + CI -= y[:, None] + CI[:, 1] *= -1 + assert (CI < 0).sum() == 0 + CI = CI.transpose() + + else: + CI = None + + ax = axes[ind_q1, ind_q2] + ax.errorbar(x, y, CI) + # ax.tick_params(bottom=False, top=False, which='minor') + ax.set(xlabel='Temporal scale $j$', + ylabel=f'$q_1={q1:.1f}$, $q_2={q2:.1f}$') + + x0, x1 = self.scaling_ranges[scaling_range] + + idx_a = np.s_[ind_q1, ind_q2, scaling_range] + idx_b = np.s_[signal_idx1, signal_idx2, 0] + + slope = self.slope[idx_a].reshape(self.values.shape[4:])[idx_b] + intercept = self.intercept[idx_a].reshape( + self.values.shape[4:])[idx_b] + + assert x0 in x, "Scaling range not included in plotting range" + assert x1 in x, "Scaling range not included in plotting range" + + y0 = slope*x0 + intercept + y1 = slope*x1 + intercept + + if self.bootstrapped_obj is not None and plot_CI: + CI = self.CIE_s_qq(q1, q2)[scaling_range] + CI_legend = f"; [{CI[0]:.1f}, {CI[1]:.1f}]" + else: + CI_legend = "" + + legend = rf'$s_{{{q1:d}{q2:d}}}$ = {slope:.2f}' + CI_legend + + ax.plot([x0, x1], [y0, y1], color='k', + linestyle='-', linewidth=2, label=legend, zorder=5) + ax.legend() + + if filename is not None: + plt.savefig(filename) + + +@dataclass(kw_only=True) +class BiCumulants(BiScalingFunction): + n_cumul: int = 2 + m: np.ndarray = field(init=False) + RHO_MF: np.ndarray = field(init=False) + rho_mf: float = field(init=False) + log_cumulants: np.ndarray = field(init=False) + + def __post_init__(self, idx_reject, mrq1, mrq2): + + if self.n_cumul > 2: + raise NotImplementedError( + 'Bivariate analysis for cumulant order >= 3 not yet ' + 'implemented.') + + super().__post_init__(idx_reject, mrq1, mrq2) + + if self.bootstrapped_obj is not None: + self.bootstrapped_obj = self.bootstrapped_obj.structure + + self.margin_m = np.arange(1, self.n_cumul+1) + self.m = [(m1, m2) + for m1 in range(1, self.n_cumul+1) + for m2 in range(1, self.n_cumul+1) + if m1 + m2 <= self.n_cumul] + + self._compute(mrq1, mrq2, idx_reject) + + self.slope = np.zeros( + (self.n_cumul+1, self.n_cumul+1, len(self.scaling_ranges), + *self.values.shape[4:])) + self.intercept = np.ones_like(self.slope) + self.weights = np.ones_like(self.slope) + + idx_margin1 = np.s_[1:, 0] + idx_margin2 = np.s_[0, 1:] + + slope1, intercept1, _ = self._compute_fit( + mrq1, mrq2, margin=0, value_name='margin1_values') + self.slope[idx_margin1] = slope1[:, 0, :, :, None] + self.intercept[idx_margin1] = intercept1[:, 0, :, :, None] + + slope2, intercept2, _ = self._compute_fit( + mrq1, mrq2, margin=1, value_name='margin2_values') + self.slope[idx_margin2] = slope2[:, 0, :, None] + self.intercept[idx_margin2] = intercept2[:, 0, :, None] + + idx = np.s_[1:, 1:] + self.slope[idx], self.intercept[idx], _ = self._compute_fit(mrq1, mrq2) + + # self.margin1_log_cumulants = self.margin1_slope * np.log2(np.e) + # self.margin2_log_cumulants = self.margin2_slope * np.log2(np.e) + + self.log_cumulants = self.slope * np.log2(np.e) + + self._compute_rho() + + def _compute(self, mrq1, mrq2, idx_reject): + + if ((ratio1 := mrq1.n_rep // mrq1.n_sig) + != (ratio2 := mrq2.n_rep // mrq2.n_sig)): + raise ValueError( + 'Mrq 1 and 2 have different number of bootstrapping ' + f'repetitions: {ratio1} and {ratio2}, respectively.') + + match self.mode: + case 'all2all': + n_rep = (mrq1.n_sig, mrq2.n_sig, ratio1) + case 'pairwise': + n_rep = (mrq1.n_sig, 1, ratio1) + + self.margin1_values = np.zeros( + (self.n_cumul, 1, len(self.j), len(self.scaling_ranges), + mrq1.n_sig, ratio1) + ) + self.margin2_values = np.zeros( + (self.n_cumul, 1, len(self.j), len(self.scaling_ranges), + mrq2.n_sig, ratio1) + ) + self.values = np.zeros(( + len(self.m), 1, len(self.j), + len(self.scaling_ranges), *n_rep)) + + moments = np.zeros_like(self.values) + margin1_moments = np.zeros_like(self.margin1_values) + margin2_moments = np.zeros_like(self.margin2_values) + + for ind_j, j in enumerate(self.j): + + pow1 = { + m: fast_power(np.log(np.abs( + mrq1.get_values(j, idx_reject, True))), m) + for m in self.margin_m + } + pow2 = { + m: fast_power(np.log(np.abs( + mrq2.get_values(j, idx_reject, True))), m) + for m in self.margin_m + } + + # Compute margins + for ind_m, m in enumerate(self.margin_m): + + margin1_moments[ind_m, 0, ind_j] = np.nanmean(pow1[m], axis=0) + margin2_moments[ind_m, 0, ind_j] = np.nanmean(pow2[m], axis=0) + + # Margin of mrq1 + aux = 0 + + for ind_n, n in enumerate(np.arange(1, m)): + + aux += (special.binom(m-1, n-1) + * self.margin1_values[ind_n, 0, ind_j] + * margin1_moments[ind_m-ind_n-1, 0, ind_j] + ) + + self.margin1_values[ind_m, 0, ind_j] = \ + margin1_moments[ind_m, 0, ind_j] - aux + + # Margin of mrq2 + aux = 0 + + for ind_n, n in enumerate(np.arange(1, m)): + + aux += (special.binom(m-1, n-1) + * self.margin2_values[ind_n, 0, ind_j] + * margin2_moments[ind_m-ind_n-1, 0, ind_j] + ) + + self.margin2_values[ind_m, 0, ind_j] = \ + margin2_moments[ind_m, 0, ind_j] - aux + + # Compute bivariate cumulants + pow1 = {k: v[..., None, :] for k, v in pow1.items()} + + match self.mode: + case 'all2all': + pow2 = {k: v[..., None, :, :] for k, v in pow2.items()} + case 'pairwise': + pow2 = {k: v[..., None, :] for k, v in pow2.items()} + + for ind_m, (m1, m2) in enumerate(self.m): + + moments[ind_m, 0, ind_j] = np.nanmean( + (pow1[m1] * pow2[m2]), axis=0 + ) + + ind_m1 = list(self.margin_m).index(m1) + ind_m2 = list(self.margin_m).index(m2) + + if m1 == m2 == 1: + + self.values[ind_m, 0, ind_j] = ( + moments[ind_m, 0, ind_j] + - self.margin1_values[ind_m1, 0, ind_j][:, :, None] + * self.margin2_values[ind_m2, 0, ind_j][:, None] + ) + + def _compute_rho(self): + + if self.formalism == 'wavelet coef': + self.RHO_MF = None + self.rho_mf = None + return + + self.RHO_MF = (self.C11 / np.abs(np.sqrt(self.C02 * self.C20))) + self.rho_mf = -self.c11 / np.abs(np.sqrt(self.c02 * self.c20)) + + def __getattr__(self, name): + + match tuple(name): + + # case ['c', m1, '0'] if m1.isdigit(): + # return self.margin1_log_cumulants[int(m1)-1, 0].reshape( + # len(self.scaling_ranges), self.margin1_values.shape[4], + # 1, self.values.shape[6]) + + # case ['c', '0', m2] if m2.isdigit(): + # return self.margin2_log_cumulants[int(m2)-1, 0].reshape( + # len(self.scaling_ranges), 1, self.margin2_values.shape[4], + # self.values.shape[6]) + + case ['c', m1, m2] if m1.isdigit() and m2.isdigit(): + + m1, m2 = int(m1), int(m2) + # if (m1, m2) not in self.m: + # raise ValueError( + # f'Cumulant of order {m1}, {m2} has not been computed') + + return self.log_cumulants[m1, m2]#.reshape( + # len(self.scaling_ranges), *self.values.shape[4:] + # ) + + case ['C', '0', '0']: + return np.ones(self.values.shape[2:]) + + case ['C', m1, '0'] if m1.isdigit(): + return self.margin1_values[int(m1)-1, 0, :, :, :, None] + + case ['C', '0', m2] if m2.isdigit(): + return self.margin2_values[int(m2)-1, 0, :, :, :, :, None] + + case ['C', m1, m2] if m1.isdigit() and m2.isdigit(): + + m1, m2 = int(m1), int(m2) + if (m1, m2) not in self.m: + raise ValueError( + f'Cumulant of order {m1}, {m2} has not been computed') + + return self.values[self.m.index((m1, m2)), 0] + + # if name[0] == 'c' and len(name) == 3 and name[1:].isdigit(): + + # out = self.log_cumulants[self.m == int(name[1]), + # self.m == int(name[2])][0] + + # return out.reshape( + # len(self.scaling_ranges), *self.values.shape[4:]) + + # if name[0] == 'C' and len(name) == 3 and name[1:].isdigit(): + # return self.values[self.m == int(name[1]), + # self.m == int(name[2])][0] + + if (super_attr := super().__getattr__(name)) is not None: + return super_attr + + return super().__getattribute__(name) + + def plot(self, figsize=None, j1=None, scaling_range=0, filename=None, + signal_idx1=1, signal_idx2=0, **kwargs): + + if j1 is None: + j1 = self.j.min() + + if self.j.min() > j1: + raise ValueError(f"Expected mrq to have minium scale {j1=}, got " + f"{self.j.min()} instead") + + ncol = self.n_cumul + 1 + + fig, axes = plt.subplots(ncol, + ncol, + squeeze=False, + figsize=figsize, + sharex=True) + + fig.suptitle(self.formalism + r" - bivariate cumulants $C_{m, m'}(j)$") + + # for ind_m, m in enumerate(self.margin_m): + # plot_bicm( + # self, m, 0, j1, None, scaling_range, axes[ind_m][0], **kwargs) + # plot_bicm( + # self, 0, m, j1, None, scaling_range, axes[0][ind_m], **kwargs) + + for m1 in range(self.n_cumul + 1): + for m2 in range(self.n_cumul + 1): + + if m1 != 0 and m2 !=0 and (m1, m2) not in self.m: + fig.delaxes(axes[m1][m2]) + continue + + plot_bicm( + self, m1, m2, j1, scaling_range=scaling_range, + ax=axes[m1][m2], plot_legend=True, + signal_idx1=signal_idx1, signal_idx2=signal_idx2, + **kwargs) + + # for j in range(ind_m1): + # axes[j % ncol][j // ncol].xaxis.set_visible(False) + + # for j in range(ind_m1 + 1, len(axes.flat)): + # fig.delaxes(axes[j % ncol][j // ncol]) + + plt.tight_layout() + + if filename is not None: + plt.savefig(filename) + + def compute_legendre(self, h_support=(0, 1.5), resolution=100): + + h_support = np.linspace(*h_support, resolution) + + b = (self.c20 * self.c02) - (self.c11 ** 2) + + L = np.ones((resolution, resolution)) + + for i, h in enumerate(h_support): + L[i, :] += self.c02 * b / 2 * (((h - self.c10) / b) ** 2) + L[:, i] += self.c20 * b / 2 * (((h - self.c01) / b) ** 2) + + for i, h1 in enumerate(h_support): + for j, h2 in enumerate(h_support): + L[i, j] -= (self.c11 * b + * ((h1 - self.c10) / b) + * ((h2 - self.c01) / b)) + + return h_support, L + + def plot_legendre(self, h_support=(0, 1.5), resolution=30, + figsize=(10, 10), cmap=None): + + h, L = self.compute_legendre(h_support=(0, 1.5), + resolution=200) + + h_x = h[L.max(axis=0) >= 0] + h_y = h[L.max(axis=1) >= 0] + + hmin = min([*h_x, *h_y]) + hmax = max([*h_x, *h_y]) + + h, L = self.compute_legendre((hmin, hmax), resolution) + + cmap = cmap or plt.cm.coolwarm # pylint: disable=no-member + + fig = plt.figure(figsize=(10, 10)) + ax = fig.gca(projection='3d') + + h_x = h[L.max(axis=0) >= 0] + h_y = h[L.max(axis=1) >= 0] + + L = L[:, L.max(axis=0) >= 0] + L = L[L.max(axis=1) >= 0, :] + + colors = cmap(L) + colors[L < 0] = 0 + + X, Y = np.meshgrid(h_x, h_y) + + # Plot the surface. + surf = ax.plot_surface(X, Y, L, cmap=cmap, + linewidth=1, antialiased=False, + vmin=0, vmax=1, + rstride=1, cstride=1, + facecolors=colors, shade=False, linestyle='-', + edgecolors='black', zorder=1) + ax.set_zlim(0, 1) + ax.view_init(elev=45) + + # TODO manage to plot the contours or switch to 3D plotting libs + fig.colorbar(surf, shrink=0.6, aspect=10) + + def plot_legendre_pv(self, resolution=30, figsize=(10, 10), cmap=None, + use_ipyvtk=False): + + import pyvista as pv + + if use_ipyvtk: + from ..viz import start_xvfb + start_xvfb() + + h, L = self.compute_legendre(resolution=200) + + h_x = h[L.max(axis=0) >= 0] + h_y = h[L.max(axis=1) >= 0] + + hmin = min([*h_x, *h_y]) + hmax = max([*h_x, *h_y]) + + h, L = self.compute_legendre((hmin, hmax), resolution) + + # cmap = cmap or plt.cm.coolwarm # pylint: disable=no-member + + h_x = h[L.max(axis=0) >= 0] + h_y = h[L.max(axis=1) >= 0] + + L = L[:, L.max(axis=0) >= 0] + L = L[L.max(axis=1) >= 0, :] + + X, Y = np.meshgrid(h_x, h_y) + + grid = pv.StructuredGrid(X, Y, L) + bounds = [h_x.min(), h_x.max(), h_y.min(), h_y.max(), 0, 1] + clipped = grid.clip_box(bounds, invert=False) + + p = pv.Plotter() + p.add_mesh(clipped, scalars=clipped.points[:, 2]) + p.show_grid(xlabel='h1', ylabel='h2', zlabel='L(h1, h2)', + bounds=bounds) + p.show(use_ipyvtk=use_ipyvtk) diff --git a/pymultifracs/bivariate/bivariate_cumulants.py b/pymultifracs/bivariate/bivariate_cumulants.py deleted file mode 100644 index a1615bf..0000000 --- a/pymultifracs/bivariate/bivariate_cumulants.py +++ /dev/null @@ -1,331 +0,0 @@ -# from __future__ import print_function -# from __future__ import unicode_literals - -from dataclasses import dataclass, field, InitVar -from typing import List, Tuple - -import numpy as np -import matplotlib.pyplot as plt -from scipy.special import binom as binomial_coefficient - -from ..regression import linear_regression, prepare_regression, prepare_weights -from ..utils import MFractalVar, fast_power -from ..multiresquantity import MultiResolutionQuantity, \ - MultiResolutionQuantityBase -from ..viz import plot_bicm - - -@dataclass -class BiCumulants(MultiResolutionQuantityBase): - mrq1: InitVar[MultiResolutionQuantity] - mrq2: InitVar[MultiResolutionQuantity] - n_cumul: int - scaling_ranges: List[Tuple[int]] - weighted: str = None - bootstrapped_mfa: InitVar[MFractalVar] = None - j: np.array = field(init=False) - m: np.ndarray = field(init=False) - values: np.ndarray = field(init=False) - log_cumulants: np.ndarray = field(init=False) - slope: np.ndarray = field(init=False) - intercept: np.ndarray = field(init=False) - RHO_MF: np.ndarray = field(init=False) - rho_mf: float = field(init=False) - - def __post_init__(self, mrq1, mrq2, bootstrapped_mfa): - - # self.n_rep = 1 - self.n_sig = 1 - - assert mrq1.formalism == mrq2.formalism - self.formalism = mrq1.formalism - - if bootstrapped_mfa is not None: - self.bootstrapped_mrq = bootstrapped_mfa.cumulants - - if any([(mrq1.nj[s] != mrq2.nj[s]).any() for s in mrq1.nj]): - raise ValueError("Mismatch in number of coefficients between the " - "mrq") - - self.nj = mrq1.nj - self.j = np.array(list(mrq1.values)) - - self.m = np.arange(0, self.n_cumul+1) - - self._compute(mrq1, mrq2) - self._compute_log_cumulants() - self._compute_rho() - - def _compute(self, mrq1, mrq2): - - moments = np.zeros((self.n_cumul + 1, - self.n_cumul + 1, - len(self.j))) - self.values = np.zeros(moments.shape) - - for ind_j, j in enumerate(self.j): - - T_X_j_1 = np.abs(mrq1.values[j]) - T_X_j_2 = np.abs(mrq2.values[j]) - - log_T_X_j_1 = np.log(T_X_j_1) - log_T_X_j_2 = np.log(T_X_j_2) - - for ind_m1, m1 in enumerate(self.m): - for ind_m2, m2 in enumerate(self.m): - - moments[ind_m1, ind_m2, ind_j] = \ - np.nanmean((fast_power(log_T_X_j_1, m1)) - * fast_power(log_T_X_j_2, m2)) - - if m1 == m2 == 1: - - self.values[ind_m1, ind_m2, ind_j] = \ - (np.nanmean(fast_power(log_T_X_j_1, m1) - * fast_power(log_T_X_j_2, m2)) - - (self.values[ind_m1, 0, ind_j] - * self.values[0, ind_m2, ind_j])) - - elif m1 + m2 == 1: - self.values[ind_m1, ind_m2, ind_j] = \ - moments[ind_m1, ind_m2, ind_j] - - elif (m1 == 0) ^ (m2 == 0): - aux = 0 - - if m1 == 0: - for ind_n, n in enumerate(np.arange(1, m2)): - aux += (binomial_coefficient(m2-1, n-1) - * self.values[ind_m1, n, ind_j] - * moments[ind_m1, ind_m2-ind_n-1, - ind_j]) - - elif m2 == 0: - for ind_n, n in enumerate(np.arange(1, m1)): - aux += (binomial_coefficient(m1-1, n-1) - * self.values[n, ind_m2, ind_j] - * moments[ind_m1-ind_n-1, ind_m2, - ind_j]) - - self.values[ind_m1, ind_m2, ind_j] = \ - moments[ind_m1, ind_m2, ind_j] - aux - - def _compute_log_cumulants(self): - """ - Compute the log-cumulants - (angular coefficients of the curves j->log[C_p(j)]) - """ - - x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( - self.scaling_ranges, self.j - ) - - # self.log_cumulants = np.zeros(self.values.shape[:2]) - # self.slope = np.zeros(self.log_cumulants.shape) - # self.intercept = np.zeros(self.log_cumulants.shape) - - log2_e = np.log2(np.exp(1)) - # x = np.arange(self.j1, self.j2+1)[:, None] - - n_j = self.values.shape[2] - - y = self.values.reshape(-1, n_j)[:, j_min_idx:j_max_idx, None, None] - - if self.weighted == 'bootstrap': - - # case where self is the bootstrapped mrq - if self.bootstrapped_cm is None: - std = self.STD_values.reshape(-1, n_j)[:, j_min_idx:j_max_idx] - - else: - std = self.bootstrapped_cm.STD_values.reshape(-1, n_j)[ - :, - j_min - self.bootstrapped_cm.j.min(): - j_max - self.bootstrapped_cm.j.min() + 1] - - else: - std = None - - weights = prepare_weights(self, self.weighted, n_ranges, j_min, j_max, - self.scaling_ranges, std)[:, :, :, 0, None] - # No broadcasting repetitions for now - - nan_weighting = np.ones_like(y) - nan_weighting[np.isnan(y)] = np.nan - weights = weights * nan_weighting - - self.slope, self.intercept = linear_regression(x, y, weights) - - n1 = self.values.shape[0] - n2 = self.values.shape[1] - - self.slope = self.slope.reshape(n1, n2, n_ranges) - self.intercept = self.intercept.reshape(n1, n2, n_ranges) - - self.log_cumulants = log2_e * self.slope - - def _compute_rho(self): - - if self.formalism == 'wavelet coef': - self.RHO_MF = None - self.rho_mf = None - else: - self.RHO_MF = (self.C11 / np.abs(np.sqrt(self.C02 * self.C20))) - self.rho_mf = -self.c11 / np.abs(np.sqrt(self.c02 * self.c20)) - - def plot(self, figsize=(6, 4), j1=None, scaling_range=0, filename=None): - - if j1 is None: - j1 = self.j.min() - - if self.j.min() > j1: - raise ValueError(f"Expected mrq to have minium scale {j1=}, got " - f"{self.j.min()} instead") - - ncol = len(self.m) - - fig, axes = plt.subplots(ncol, - ncol, - squeeze=False, - figsize=figsize, - sharex=True) - - fig.suptitle(self.formalism + r" - bivariate cumulants $C_{m, m'}(j)$") - - for ind_m1, m1 in enumerate(self.m): - for ind_m2, m2 in enumerate(self.m): - - plot_bicm(self, ind_m1, ind_m2, j1, None, scaling_range, - axes[ind_m1][ind_m2], plot_legend=True) - - # for j in range(ind_m1): - # axes[j % ncol][j // ncol].xaxis.set_visible(False) - - # for j in range(ind_m1 + 1, len(axes.flat)): - # fig.delaxes(axes[j % ncol][j // ncol]) - - plt.tight_layout() - - if filename is not None: - plt.savefig(filename) - - def __getattr__(self, name): - - if name[0] == 'c' and len(name) == 3 and name[1:].isdigit(): - return self.log_cumulants[self.m == int(name[1]), - self.m == int(name[2])][0] - - if name[0] == 'C' and len(name) == 3 and name[1:].isdigit(): - return self.values[self.m == int(name[1]), - self.m == int(name[2])][0] - - # if name == 'n_rep': - # return self.log_cumulants.shape[-1] - # return 1 - - if (super_attr := super().__getattr__(name)) is not None: - return super_attr - - return super().__getattribute__(name) - - def compute_legendre(self, h_support=(0, 1.5), resolution=100): - - h_support = np.linspace(*h_support, resolution) - - b = (self.c20 * self.c02) - (self.c11 ** 2) - - L = np.ones((resolution, resolution)) - - for i, h in enumerate(h_support): - L[i, :] += self.c02 * b / 2 * (((h - self.c10) / b) ** 2) - L[:, i] += self.c20 * b / 2 * (((h - self.c01) / b) ** 2) - - for i, h1 in enumerate(h_support): - for j, h2 in enumerate(h_support): - L[i, j] -= (self.c11 * b - * ((h1 - self.c10) / b) - * ((h2 - self.c01) / b)) - - return h_support, L - - def plot_legendre(self, h_support=(0, 1.5), resolution=30, - figsize=(10, 10), cmap=None): - - h, L = self.compute_legendre(h_support=(0, 1.5), - resolution=200) - - h_x = h[L.max(axis=0) >= 0] - h_y = h[L.max(axis=1) >= 0] - - hmin = min([*h_x, *h_y]) - hmax = max([*h_x, *h_y]) - - h, L = self.compute_legendre((hmin, hmax), resolution) - - cmap = cmap or plt.cm.coolwarm # pylint: disable=no-member - - fig = plt.figure(figsize=(10, 10)) - ax = fig.gca(projection='3d') - - h_x = h[L.max(axis=0) >= 0] - h_y = h[L.max(axis=1) >= 0] - - L = L[:, L.max(axis=0) >= 0] - L = L[L.max(axis=1) >= 0, :] - - colors = cmap(L) - colors[L < 0] = 0 - - X, Y = np.meshgrid(h_x, h_y) - - # Plot the surface. - surf = ax.plot_surface(X, Y, L, cmap=cmap, - linewidth=1, antialiased=False, - vmin=0, vmax=1, - rstride=1, cstride=1, - facecolors=colors, shade=False, linestyle='-', - edgecolors='black', zorder=1) - ax.set_zlim(0, 1) - ax.view_init(elev=45) - - # TODO manage to plot the contours or switch to 3D plotting libs - fig.colorbar(surf, shrink=0.6, aspect=10) - - def plot_legendre_pv(self, resolution=30, figsize=(10, 10), cmap=None, - use_ipyvtk=False): - - import pyvista as pv - - if use_ipyvtk: - from ..viz import start_xvfb - start_xvfb() - - h, L = self.compute_legendre(resolution=200) - - h_x = h[L.max(axis=0) >= 0] - h_y = h[L.max(axis=1) >= 0] - - hmin = min([*h_x, *h_y]) - hmax = max([*h_x, *h_y]) - - h, L = self.compute_legendre((hmin, hmax), resolution) - - # cmap = cmap or plt.cm.coolwarm # pylint: disable=no-member - - h_x = h[L.max(axis=0) >= 0] - h_y = h[L.max(axis=1) >= 0] - - L = L[:, L.max(axis=0) >= 0] - L = L[L.max(axis=1) >= 0, :] - - X, Y = np.meshgrid(h_x, h_y) - - grid = pv.StructuredGrid(X, Y, L) - bounds = [h_x.min(), h_x.max(), h_y.min(), h_y.max(), 0, 1] - clipped = grid.clip_box(bounds, invert=False) - - p = pv.Plotter() - p.add_mesh(clipped, scalars=clipped.points[:, 2]) - p.show_grid(xlabel='h1', ylabel='h2', zlabel='L(h1, h2)', - bounds=bounds) - p.show(use_ipyvtk=use_ipyvtk) \ No newline at end of file diff --git a/pymultifracs/bivariate/bivariate_spectrum.py b/pymultifracs/bivariate/bivariate_spectrum.py deleted file mode 100644 index 5551f0f..0000000 --- a/pymultifracs/bivariate/bivariate_spectrum.py +++ /dev/null @@ -1,39 +0,0 @@ -from dataclasses import dataclass, field, InitVar - -import numpy as np - -from ..multiresquantity import MultiResolutionQuantityBase, \ - MultiResolutionQuantity - - -@dataclass -class BiMultifractalSpectrum(MultiResolutionQuantityBase): - mrq1: InitVar[MultiResolutionQuantity] - mrq2: InitVar[MultiResolutionQuantity] - j1: int - j2: int - weighted: bool - q1: np.ndarray - q2: np.ndarray - j: np.ndarray = field(init=False) - Dq: np.array = field(init=False) - hq: np.array = field(init=False) - U: np.array = field(init=False) - V: np.array = field(init=False) - - def __post_init__(self, mrq1, mrq2): - - self.nrep = 1 - self.n_sig = 1 - - assert mrq1.formalism == mrq2.formalism - self.formalism = mrq1.formalism - - assert mrq1.nj == mrq2.nj - self.nj = mrq1.nj - self.j = np.array(list(mrq1.values)) - - self._compute(mrq1, mrq2) - - def _compute(self, mrq1, mrq2): - pass diff --git a/pymultifracs/bivariate/bivariate_structurefunction.py b/pymultifracs/bivariate/bivariate_structurefunction.py deleted file mode 100644 index 7bc2364..0000000 --- a/pymultifracs/bivariate/bivariate_structurefunction.py +++ /dev/null @@ -1,170 +0,0 @@ -from dataclasses import dataclass, field, InitVar -from typing import List, Tuple - -import numpy as np -import matplotlib.pyplot as plt -import seaborn as sns - -from ..utils import MFractalBiVar -from ..regression import prepare_regression, prepare_weights - -# For zeta(q1, q2) plot -# from mpl_toolkits.mplot3d import axes3d -# from matplotlib import cm -# from matplotlib.ticker import LinearLocator, FormatStrFormatter - -from ..utils import fast_power -from ..regression import linear_regression -from ..multiresquantity import MultiResolutionQuantityBase, \ - MultiResolutionQuantity - - -@dataclass -class BiStructureFunction(MultiResolutionQuantityBase): - mrq1: InitVar[MultiResolutionQuantity] - mrq2: InitVar[MultiResolutionQuantity] - q1: np.ndarray - q2: np.ndarray - scaling_ranges: List[Tuple[int]] - bootstrapped_mfa: InitVar[MFractalBiVar] = None - weighted: str = None - j: np.ndarray = field(init=False) - logvalues: np.ndarray = field(init=False) - zeta: np.ndarray = field(init=False) - intercept: np.ndarray = field(init=False) - gamint: float = field(init=False) - coherence: np.ndarray = field(init=False) - - def __post_init__(self, mrq1, mrq2, bootstrapped_mfa): - - self.n_rep = 1 - - assert mrq1.formalism == mrq2.formalism - self.formalism = mrq1.formalism - - assert mrq1.gamint == mrq2.gamint - self.gamint = mrq1.gamint - - if any([(mrq1.nj[s] != mrq2.nj[s]).any() for s in mrq1.nj]): - raise ValueError("Mismatch in number of coefficients between the " - "mrq") - - self.nj = mrq1.nj - self.j = np.array(list(mrq1.values)) - - if bootstrapped_mfa is not None: - self.bootstrapped_mrq = bootstrapped_mfa.structure - - self._compute(mrq1, mrq2) - self._compute_zeta() - - def _compute(self, mrq1, mrq2): - - values = np.zeros((len(self.q1), len(self.q2), len(self.j))) - abs_values = np.zeros(values.shape) - - for ind_j, j in enumerate(self.j): - for ind_q1, q1 in enumerate(self.q1): - for ind_q2, q2 in enumerate(self.q2): - - values[ind_q1, ind_q2, ind_j] = \ - np.nanmean(fast_power(mrq1.values[j], q1) - * fast_power(mrq2.values[j], q2)) - - # s_j_q1_q2 - abs_values[ind_q1, ind_q2, ind_j] = \ - np.nanmean(fast_power(np.abs(mrq1.values[j]), q1) - * fast_power(np.abs(mrq2.values[j]), q2)) - - self.coherence = (values[self.q1 == 1, self.q2 == 1][0] - / np.sqrt((values[self.q1 == 2, self.q2 == 0]) - * (values[self.q1 == 0, self.q2 == 2])))[0] - - self.logvalues = np.log2(abs_values) - - def _compute_zeta(self): - """ - Compute the value of the scale function zeta(q_1, q_2) for all q_1, q_2 - """ - x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( - self.scaling_ranges, self.j) - - # x = x[:, :, :] # No broadcasting repetitions for now - - # TODO adapt to new regression factorization - - n_j = self.logvalues.shape[2] - - y = self.logvalues.reshape(-1, n_j)[:, j_min_idx:j_max_idx, None, None] - - if self.weighted == 'bootstrap': - - # case where self is the bootstrapped mrq - if self.bootstrapped_mrq is None: - std = self.STD_logvalues.reshape(-1, n_j)[ - :, j_min_idx:j_max_idx] - - else: - std = self.bootstrapped_mrq.STD_logvalues.reshape(-1, n_j)[ - :, - j_min - self.bootstrapped_mrq.j.min(): - j_max - self.bootstrapped_mrq.j.min() + 1] - - else: - std = None - - weights = prepare_weights(self, self.weighted, n_ranges, j_min, j_max, - self.scaling_ranges, std)[:, :, :, 0, None] - # No broadcasting repetitions for now - - nan_weighting = np.ones_like(y) - nan_weighting[np.isnan(y)] = np.nan - weights = weights * nan_weighting - - zeta, intercept = linear_regression(x, y, weights) - - n1 = self.logvalues.shape[0] - n2 = self.logvalues.shape[1] - - self.zeta = zeta.reshape(n1, n2, n_ranges) - self.intercept = intercept.reshape(n1, n2, n_ranges) - - def plot(self): - - fig, ax = plt.subplots(len(self.q1), len(self.q2), sharex=True, - figsize=(len(self.q1) * 5 + 2, - len(self.q2) * 3 + 2)) - - j_support = np.arange(self.j1, self.j2+1) - - slope_param = { - 'c': 'black', - 'linestyle': '--', - 'linewidth': 1.25 - } - - plot_param = { - 'linewidth': 2.5 - } - - for ind_q1, q1 in enumerate(self.q1): - for ind_q2, q2 in enumerate(self.q2): - - ax[ind_q1, ind_q2].plot(self.j, self.logvalues[ind_q1, ind_q2], - **plot_param) - ax[ind_q1, ind_q2].plot(j_support, - (j_support * self.zeta[ind_q1, ind_q2]) - + self.intercept[ind_q1, ind_q2], - **slope_param, - label=rf'$\zeta({q1}, {q2}): ' - f'{self.zeta[ind_q1, ind_q2]:.2f}$') - ax[ind_q1, ind_q2].legend() - - ax[ind_q1, ind_q2].set_ylabel(rf'$S_{{{q1}, {q2}}}(j)$', - size='large') - ax[ind_q1, ind_q2].set_title(f'{q1=}, {q2=}', size='large') - ax[-1, ind_q2].set_xlabel('j', size='large') - - sns.despine() - - return fig diff --git a/pymultifracs/bootstrap.py b/pymultifracs/bootstrap.py index ff24438..822e27e 100644 --- a/pymultifracs/bootstrap.py +++ b/pymultifracs/bootstrap.py @@ -45,7 +45,18 @@ def estimate_confidence_interval_from_bootstrap( bootstrap_confidence_interval[:, idx_unreliable] = np.nan - return bootstrap_confidence_interval.transpose(1, 2, 0) + if bootstrap_confidence_interval.ndim > 2: + return np.rollaxis( + bootstrap_confidence_interval, 0, + bootstrap_confidence_interval.ndim) + + # if bootstrap_confidence_interval.ndim > 3: + # return bootstrap_confidence_interval.transpose(1, 2, 3, 0) + + # if bootstrap_confidence_interval.ndim > 2: + # return bootstrap_confidence_interval.transpose(1, 2, 0) + + return bootstrap_confidence_interval def get_empirical_variance(mrq, ref_mrq, name): @@ -105,11 +116,13 @@ def get_std(mrq, name): attribute = getattr(mrq, name) + if callable(attribute): def wrapper(*args, **kwargs): var = attribute(*args, **kwargs) + var = var.reshape(*var.shape[:-1], mrq.n_sig, -1) unreliable = (~np.isnan(var)).sum(axis=-1) < 3 std = np.nanstd(var, ddof=1, axis=-1) std[unreliable] = np.nan @@ -118,7 +131,11 @@ def wrapper(*args, **kwargs): return wrapper - # attribute: shape (n_ranges, n_rep) + n_rep = attribute.shape[-1] + + # shape (..., n_rep) -> (..., n_sig, n_rep_per_sig) + attribute = attribute.reshape(*attribute.shape[:-1], mrq.n_sig, -1) + unreliable = (~np.isnan(attribute)).sum(axis=-1) < 3 std = np.nanstd(attribute, axis=-1, ddof=1) std[unreliable] = np.nan @@ -173,11 +190,10 @@ def _get_align_slice(attribute, mrq, ref_mrq): """ # Case where not scaling function (no dependence on j) - if (attribute.shape[0] != mrq.j.shape[0] - and attribute.shape[0] == mrq.scaling_ranges.shape[0]): + if (attribute.shape[0] != mrq.j.shape[0]): return np.s_[:], np.s_[:] - assert attribute.shape[0] == mrq.j.shape[0] + # assert attribute.shape[0] == mrq.j.shape[0] mrq_start = 0 ref_mrq_start = 0 @@ -230,7 +246,7 @@ def wrapper(*args, **kwargs): return CI return wrapper - + mrq_slice, ref_mrq_slice = _get_align_slice(attribute, mrq, ref_mrq) CI = estimate_empirical_bootstrap(attribute[mrq_slice], @@ -259,7 +275,7 @@ def bootstrap(mrq, R, wt_name, min_scale=1): if scale <= max_scale and scale >= min_scale } - new_mrq = mrq.from_dict({ + new_mrq = mrq._from_dict({ 'formalism': mrq.formalism, 'gamint': mrq.gamint, 'nj': nj, @@ -271,20 +287,20 @@ def bootstrap(mrq, R, wt_name, min_scale=1): return new_mrq -def _general_leader_bootstrap_loop(indices, block_length, max_scale): +def _general_leader_bootstrap_loop(indices, block_length, min_scale, max_scale): if block_length / (2 ** max_scale - 1) > 1: raise ValueError('block length is too large w/ regards to max scale') indices_out = {} - indices_out[1] = indices + indices_out[min_scale] = indices - for scale in range(2, max_scale + 1): + for scale in range(min_scale+1, max_scale + 1): + + index = indices / (2 ** (scale - min_scale - 1)) - index = indices / (2 ** (scale - 2)) - - idx_int = (indices % (2 ** (scale - 2))) == 0 + idx_int = (indices % (2 ** (scale - min_scale - 1))) == 0 idx_int[idx_int] &= (index[idx_int].astype(int) % 2).astype(bool) @@ -296,7 +312,7 @@ def _general_leader_bootstrap_loop(indices, block_length, max_scale): return indices_out -def _general_leader_bootstrap(x, max_scale, block_length, replications, +def _general_leader_bootstrap(x, min_scale, max_scale, block_length, replications, sub_sample_length=None, link_rngs=True): circular = True @@ -342,14 +358,14 @@ def _general_leader_bootstrap(x, max_scale, block_length, replications, successive_indices=successive_indices, sub_sample_length=sub_sample_length, replace=replace, link_rngs=link_rngs) - + # Casts the lower-scale indices to higher scales => returns dict - indices = _general_leader_bootstrap_loop(indices, block_length, max_scale) - + indices = _general_leader_bootstrap_loop(indices, block_length, min_scale, max_scale) + return indices -def _create_bootstrapped_mrq(mrq, indices, min_scale, block_length, double, +def _create_bootstrapped_obj(mrq, indices, min_scale, block_length, double, indices_double, replications): if double: @@ -365,7 +381,7 @@ def _create_bootstrapped_mrq(mrq, indices, min_scale, block_length, double, if scale < min_scale: continue - data = mrq.values[scale] + data = mrq.get_values(scale) if data.ndim == 1: data = np.hstack((data, data[:block_length])) @@ -409,36 +425,36 @@ def _create_bootstrapped_mrq(mrq, indices, min_scale, block_length, double, for rep2 in range(replications)]) out = np.zeros( - (replications, *mrq.values[1].shape), + (replications, *mrq.get_values(min_scale).shape), dtype=float) + np.nan out[indices_scale >= 0] = data[idx] - compact_idx = np.all(np.isnan(out), axis=(0, 2)) + compact_idx = np.all( + np.isnan(out), axis=tuple(k for k in range(out.ndim) if k != 1)) # print(compact_idx.shape, out.shape) - values[scale] = out[:, ~compact_idx].transpose(1, 2, 0) - values[scale] = values[scale].reshape(values[scale].shape[0], -1) - + values[scale] = out[:, ~compact_idx].transpose(*[*range(out.ndim)[1:], 0]) + + values[scale] = values[scale].reshape(*values[scale].shape[:-2], -1) + nj[scale] = np.array([(~np.isnan(values[scale])).sum(axis=0)]) - new_mrq = mrq.from_dict({ - 'formalism': mrq.formalism, - 'gamint': mrq.gamint, - 'nj': nj, + new_mrq = mrq._from_dict({ 'values': values, - 'n_sig': mrq.n_rep }) + new_mrq.eta_p = None + if double: double_mrq = { - rep: mrq.from_dict({ - 'formalism': mrq.formalism, - 'gamint': mrq.gamint, - 'nj': nj_double[rep], + rep: mrq._from_dict({ 'values': values_double[rep] }) for rep in values_double} + + for rep in double_mrq: + double_mrq[rep].eta_p = None return new_mrq, double_mrq @@ -479,12 +495,12 @@ def circular_leader_bootstrap(mrq, min_scale, max_scale, block_length, Returns ------- - bootstrap_mrq: :class:`~pymultifracs.multiresquantity.MultiResQuantity` + bootstrap_obj: :class:`~pymultifracs.multiresquantity.MultiResQuantity` A single MRQ that contains all the bootstrapped repetitions double_mrq: dict(int, :class:`~pymultifracs.multiresquantity.MultiResQuantity`) - A dictionary that relates a repetition in the bootstrap_mrq to the + A dictionary that relates a repetition in the bootstrap_obj to the MRQ containing the double-bootstrapped repetitions if `double` was passed as True """ @@ -496,7 +512,7 @@ def circular_leader_bootstrap(mrq, min_scale, max_scale, block_length, max_scale = min(max_scale_bootstrap(reference_mrq), max_scale) - indices = _general_leader_bootstrap(reference_mrq.values[1], max_scale, + indices = _general_leader_bootstrap(reference_mrq.values[min_scale], min_scale, max_scale, block_length, replications, sub_sample_length, link_rngs) @@ -511,11 +527,11 @@ def circular_leader_bootstrap(mrq, min_scale, max_scale, block_length, if isinstance(mrq, Iterable): - return [_create_bootstrapped_mrq( + return [_create_bootstrapped_obj( m, indices, min_scale, block_length, double, indices_double, replications) for m in mrq] else: - return _create_bootstrapped_mrq(mrq, indices, min_scale, block_length, + return _create_bootstrapped_obj(mrq, indices, min_scale, block_length, double, indices_double, replications) diff --git a/pymultifracs/cumulants.py b/pymultifracs/cumulants.py deleted file mode 100644 index 3c09b5d..0000000 --- a/pymultifracs/cumulants.py +++ /dev/null @@ -1,423 +0,0 @@ -""" -Authors: Omar D. Domingues - Merlin Dumeur -""" - -from dataclasses import dataclass, field, InitVar -from multiprocessing.sharedctypes import Value -from typing import List, Tuple, Dict - -import numpy as np -from scipy.special import binom as binomial_coefficient -from scipy.stats import norm as Gaussian -from statsmodels.robust.scale import qn_scale -# from .robust import qn -from statsmodels.robust.norms import estimate_location, TukeyBiweight -from statsmodels.tools.validation import array_like, float_like - -from .viz import plot_cumulants -from .ScalingFunction import ScalingFunction -from .regression import linear_regression, prepare_regression, prepare_weights -from .utils import fast_power, MFractalVar -from .multiresquantity import MultiResolutionQuantity, \ - MultiResolutionQuantityBase -# from ._robust import _qn -# from .robust import _qn - - -def qn_scale2(a, c=1 / (np.sqrt(2) * Gaussian.ppf(5 / 8)), axis=0): - """ - Computes the Qn robust estimator of scale - - The Qn scale estimator is a more efficient alternative to the MAD. - The Qn scale estimator of an array a of length n is defined as - c * {abs(a[i] - a[j]): i 10000: - values[:, rep] = np.nan - continue - - q_est = qn_scale(X_norm) - - if np.isclose(q_est, 0): - values[m_array == 1, rep] = np.median(X_norm, axis=0) - continue - - try: - m_est = estimate_location(X_norm, q_est, norm=TukeyBiweight(), - maxiter=1000) - except ValueError: - - if X_norm.shape[0] < 20: - values[:, rep] = np.nan - continue - - print(q_est, X_norm.shape) - print(X_norm) - - m_est = np.median(X_norm) - - X_norm -= m_est - X_norm /= q_est - - # X_norm -= X_norm.mean() - # X_norm /= X_norm.std() - - # print(X_norm.mean(), X_norm.std()) - - for ind_m, m in enumerate(m_array): - - decaying_factor = (alpha - * np.exp(-.5 * (alpha ** 2 - 1) * X_norm ** 2)) - - moments[ind_m, rep] = np.mean( - fast_power(alpha * X_norm, m) * decaying_factor, axis=0) - - if m == 1: - values[ind_m, rep] = m_est - elif m == 2: - values[ind_m, rep] = q_est ** 2 - else: - aux = 0 - - for ind_n, n in enumerate(np.arange(1, m)): - - if m_array[ind_m - ind_n - 1] > 2: - temp_moment = moments[ind_m - ind_n - 1, rep] - elif m_array[ind_m - ind_n - 1] == 2: - temp_moment = X_norm.var() - elif m_array[ind_m - ind_n - 1] == 1: - temp_moment = X_norm.mean() - - if m_array[ind_n] > 2: - temp_value = values[ind_n, rep] - elif m_array[ind_n] == 2: - temp_value = X_norm.var() - elif m_array[ind_n] == 1: - temp_value = X_norm.mean() - - aux += (binomial_coefficient(m-1, n-1) - * temp_value * temp_moment) - - values[ind_m, rep] = moments[ind_m, rep] - aux - - return values - - -@dataclass -class Cumulants(MultiResolutionQuantityBase, ScalingFunction): - r""" - Computes and analyzes cumulants - - Parameters - ---------- - mrq : MultiResolutionQuantity - Multi resolution quantity to analyze. - n_cumul : int - Number of cumulants to compute. - j1 : int - Lower-bound of the scale support for the linear regressions. - j2 : int - Upper-bound of the scale support for the linear regressions. - weighted: str | None - Whether to used weighted linear regressions. - - - Attributes - ---------- - formalism : str - Formalism used. Can be any of 'wavelet coefs', 'wavelet leaders', - or 'wavelet p-leaders'. - nj : dict(ndarray) - Number of coefficients at scale j. - Arrays are of the shape (n_rep,) - values : ndarray, shape (n_cumulants, n_scales, n_rep) - :math:`C_m(j)`. - n_cumul : int - Number of computed cumulants. - j1 : int - Lower-bound of the scale support for the linear regressions. - j2 : int - Upper-bound of the scale support for the linear regressions. - weighted : str | None - Whether weighted regression was performed. - m : ndarray, shape (n_cumulants,) - List of the m values (cumulants), in order presented in the value - arrays. - j : ndarray, shape (n_scales,) - List of the j values (scales), in order presented in the value arrays. - log_cumulants : ndarray, shape (n_cumulants, n_rep) - :math:`(c_m)_m`, slopes of the curves :math:`j \times C_m(j)`. - var_log_cumulants : ndarray, shape (n_cumulants, n_rep) - Estimates of the log-cumulants - - .. warning:: var_log_cumulants - was not debugged - n_rep : int - Number of realisations - - """ - mrq: InitVar[MultiResolutionQuantity] - n_cumul: int - scaling_ranges: List[Tuple[int]] - bootstrapped_mfa: InitVar[MFractalVar] = None - weighted: str = None - robust_kwargs: Dict[str, object] = field(default_factory=dict) - robust: InitVar[bool] = False - m: np.ndarray = field(init=False) - j: np.ndarray = field(init=False) - values: np.ndarray = field(init=False) - log_cumulants: np.ndarray = field(init=False) - var_log_cumulants: np.ndarray = field(init=False) - - def __post_init__(self, mrq, bootstrapped_mfa, robust): - - self.formalism = mrq.formalism - self.nj = mrq.nj - self.n_sig = mrq.n_sig - self.j = np.array(list(mrq.values)) - - if bootstrapped_mfa is not None: - self.bootstrapped_mrq = bootstrapped_mfa.cumulants - - self.m = np.arange(1, self.n_cumul+1) - self.values = np.zeros((len(self.m), len(self.j), mrq.n_rep)) - - self._compute(mrq, robust) - self._compute_log_cumulants(mrq.n_rep) - - def __repr__(self): - - out = "Cumulants" - display_params = ( - 'formalism scaling_ranges weighted n_cumul').split(' ') - - for param in display_params: - out += f" {param} = {getattr(self, param)}" - - return out - - def _compute(self, mrq, robust): - - moments = np.zeros((len(self.m), len(self.j), mrq.n_rep)) - aux = np.zeros_like(moments) - - for ind_j, j in enumerate(self.j): - - T_X_j = np.abs(mrq.values[j]) - - log_T_X_j = np.log(T_X_j) - - # dropping infinite coefsx - log_T_X_j[np.isinf(log_T_X_j)] = np.nan - - if robust: - - values = compute_robust_cumulants( - log_T_X_j, self.m, **self.robust_kwargs) - - self.values[:, ind_j] = values - - else: - # Non-robust estimation - for ind_m, m in enumerate(self.m): - - moments[ind_m, ind_j] = np.nanmean( - fast_power(log_T_X_j, m), axis=0) - - idx_unreliable = (~np.isnan(log_T_X_j)).sum(axis=0) < 3 - moments[ind_m, ind_j, idx_unreliable] = np.nan - - if m == 1: - self.values[ind_m, ind_j] = moments[ind_m, ind_j] - else: - aux = 0 - - for ind_n, n in enumerate(np.arange(1, m)): - aux += (binomial_coefficient(m-1, n-1) - * self.values[ind_n, ind_j] - * moments[ind_m-ind_n-1, ind_j]) - - self.values[ind_m, ind_j] = moments[ind_m, ind_j] - aux - - def _compute_log_cumulants(self, n_rep): - """ - Compute the log-cumulants - (angular coefficients of the curves j->log[C_p(j)]) - """ - - x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( - self.scaling_ranges, self.j - ) - - self.log_cumulants = np.zeros((len(self.m), n_ranges, n_rep)) - self.var_log_cumulants = np.zeros_like(self.log_cumulants) - self.slope = np.zeros_like(self.log_cumulants) - self.intercept = np.zeros_like(self.log_cumulants) - self.weights = np.zeros((len(self.m), int(j_max - j_min + 1), n_ranges, - n_rep)) - - log2_e = np.log2(np.exp(1)) - - # shape (n_moments, n_scales, n_scaling_ranges, n_rep) - y = self.values[:, int(j_min_idx):int(j_max_idx), None, :] - - if self.weighted == 'bootstrap': - - # case where self is the bootstrapped mrq - if self.bootstrapped_mrq is None: - std = self.STD_values[:, j_min_idx:j_max_idx] - - else: - - if j_min < self.bootstrapped_mrq.j.min(): - raise ValueError( - f"Bootstrap minimum scale " - f"{self.bootstrapped_mrq.j.min()} inferior to minimum " - f"scale {j_min} used in estimation") - - start = int(j_min - self.bootstrapped_mrq.j.min()) - end = int(j_max - self.bootstrapped_mrq.j.min()) + 1 - - std_slice = np.s_[ - int(j_min - self.bootstrapped_mrq.j.min()): - int(j_max - self.bootstrapped_mrq.j.min() + 1)] - - std = self.bootstrapped_mrq.STD_values[:, std_slice] - - else: - std = None - - self.weights = prepare_weights(self, self.weighted, n_ranges, - j_min, j_max, - self.scaling_ranges, std) - - nan_weighting = np.ones_like(y) - nan_weighting[np.isnan(y)] = np.nan - - try: - self.weights * nan_weighting - except Exception: - print("") - - self.weights = self.weights * nan_weighting - - # pylint: disable=unbalanced-tuple-unpacking - self.slope, self.intercept, self.var_log_cumulants = \ - linear_regression(x, y, self.weights, return_variance=True) - - self.var_log_cumulants *= (log2_e ** 2) - - self.log_cumulants = log2_e * self.slope - - def compute_R(self): - - values = self.values.reshape(*self.values.shape[:2], self.n_sig, -1) - slope = self.slope.reshape(*self.slope.shape[:2], self.n_sig, -1) - intercept = self.intercept.reshape( - *self.intercept.shape[:2], self.n_sig, -1) - - return super()._compute_R(values, slope, intercept) - - def compute_R2(self): - return super()._compute_R2(self.values, self.slope, self.intercept, - self.weights) - - def __getattribute__(self, __name: str): - - if __name == 'n_sig' and super().__getattribute__('n_sig') is None: - return 1 - - # return self.__getattr__(__name) - - # try: - return super().__getattribute__(__name) - # except AttributeError: - # return self.__getattr__(__name) - - def __getattr__(self, name): - - if name[0] == 'c' and len(name) == 2 and name[1:].isdigit(): - - out = self.log_cumulants[self.m == int(name[1])][0] - out = out.reshape(out.shape[0], self.n_sig, -1) - - return out - - if name[0] == 'C' and len(name) == 2 and name[1:].isdigit(): - - out = self.values[self.m == int(name[1])][0] - out = out.reshape(out.shape[0], self.n_sig, -1) - - return out - - if name == 'M': - return -self.c2 - - if name == 'n_rep': - return self.log_cumulants.shape[-1] - - return super().__getattr__(name) - - def plot(self, figsize=(8, 6), fignum=1, nrow=3, j1=None, filename=None, - scaling_range=0, n_cumul=None, signal_idx=0, **kwargs): - - return plot_cumulants( - self, figsize, fignum, nrow, j1, filename, scaling_range, - n_cumul=n_cumul, signal_idx=signal_idx, **kwargs) diff --git a/pymultifracs/cwt/c-mfa.py b/pymultifracs/cwt/c-mfa.py new file mode 100644 index 0000000..0a8cb96 --- /dev/null +++ b/pymultifracs/cwt/c-mfa.py @@ -0,0 +1,154 @@ +from typing import Union +from dataclasses import dataclass, field +from enum import Enum + +import numpy as np +from scipy.ndimage import maximum_filter +from scipy.signal import fftconvolve, convolve, oaconvolve +import fcwt + +from pymultifracs.simul import mrw + + +Formalism = Enum('Formalism', ['WT_COEF', 'WT_LEADER', 'WSE']) + + +def cwt(signal, sigma, fs, f0, f1, fn): + + morl = fcwt.Morlet(sigma) + scales = fcwt.Scales(morl, fcwt.FCWT_LOGSCALES, fs, f0, f1, fn) + + fcwt_obj = fcwt.FCWT(morl, 1, False, True) + cwt = np.zeros((fn, signal.shape[0]), dtype=np.complex64) + fcwt_obj.cwt(signal, scales, cwt) + + freqs = np.zeros((fn,), dtype=np.float32) + scales.getFrequencies(freqs) + scales = fs / freqs + + return ContinuousMRQ(cwt.squeeze(), sigma, scales, fs, Formalism.WT_COEF) + + +def remove_edges_cwt(cwt): + for i, s in enumerate(cwt.scales): + support = int(np.ceil(3 * cwt.sigma * s)) + cwt.data[i, :support] = np.nan + cwt.data[i, -support:] = np.nan + + +def remove_edges_leaders(leader, scales, sigma): + for i, s in enumerate(scales): + support = int(np.ceil(3 * sigma * s)) + leader[i, :support] = np.nan + leader[i, -support:] = np.nan + + +@dataclass +class ContinuousMRQ: + values: np.ndarray + sigma: float + scales: np.ndarray + sfreq: float + formalism: Formalism + p_exp: Union[float, None] = None + + def compute_leaders(self): + + if self.formalism != 'wavelet coef': + raise ValueError( + 'This method should be invoked from a wavelet coef object, ' + f'current object is {self.formalism}') + + leader = np.abs(self.values).squeeze() + + for i in range(1, self.scales.size): + np.max(leader[i-1:i+1], axis=0, out=leader[i]) + + for i, s in enumerate(self.scales): + maximum_filter(leader[i], size=(2 * s,), mode='constant', + output=leader[i], cval=np.nan) + + remove_edges_leaders(leader, self.scales, self.sigma) + + return ContinuousMRQ(leader, self.sigma, self.scales, self.sfreq, + Formalism.WT_LEADER, np.inf) + + def compute_pleaders(self, p_exp): + + if p_exp == np.inf: + return self.compute_leaders() + + if self.formalism != 'wavelet coef': + raise ValueError( + 'This method should be invoked from a wavelet coef object, ' + f'current object is {self.formalism}') + + pleaders = np.abs(self.values.squeeze()) ** 2 + + for i in range(1, self.scales.size): + np.sum(pleaders[i-1:i+1], axis=0, out=pleaders[i]) + + pleaders **= p_exp/2 + + kernel = np.zeros( + (pleaders.shape[0], int(np.floor(2 * self.scales[-1]))) + ) + + for i, s in enumerate(self.scales): + offset = int(np.floor((self.scales[-1] - s))) + kernel[i, offset:offset+int(np.floor(2 * s))] = 1 + + pleaders = oaconvolve(pleaders, kernel, axes=1, mode='same') + pleaders[pleaders < 0] = 0 + + pleaders /= self.scales[:, None] + pleaders **= (1/p_exp) + + remove_edges_leaders(pleaders, self.scales, self.sigma) + + return ContinuousMRQ(pleaders, self.sigma, self.scales, self.sfreq, + Formalism.WT_LEADER, p_exp) + + def compute_wse(self, theta=.5): + + wse = np.zeros_like(self.values, dtype=np.float64) + + for idx_upper, scale in enumerate(self.scales): + + footprint, idx_lower = create_footprint(idx_upper, self.scales, theta) + sl = np.abs(cwt.squeeze())[idx_lower:idx_upper+1] + + wse[idx_upper] = np.max( + maximum_filter(sl, footprint=footprint,mode='constant', + cval=np.nan, axes=1), + axis=0) + + max_width = width_from_scale(self.scales[idx_upper], self.scales[idx_lower]) + edge = int(np.ceil(3 * self.sigma * scale + 2 * max_width)) + wse[idx_upper, :edge] = np.nan + wse[idx_upper, -edge:] = np.nan + + return ContinuousMRQ(wse, self.sigma, self.scales, self.sfreq, + Formalism.WSE) + + +def width_from_scale(a, scale): + return int(2 ** (np.log2(a) - np.log2(scale) + 1) + * (np.log2(a) - np.log2(scale) + 1)) + + +def get_lower_scale_idx(scales, i, theta): + + lower_scale = max(1, 2 ** (np.log2(scales[i]) - np.log2(scales[i]) ** theta)) + return np.argmin(abs(lower_scale - scales)) + + +def create_footprint(idx_upper, scales, theta): + + idx_lower = get_lower_scale_idx(scales, idx_upper, theta) + kernel = np.zeros((idx_upper - idx_lower + 1)) + + for kernel_idx, scale_idx in enumerate(range(idx_upper, idx_lower-1, -1)): + kernel[-(kernel_idx+1)] = width_from_scale(scales[idx_upper], scales[scale_idx]) + + return kernel, idx_lower diff --git a/pymultifracs/estimation.py b/pymultifracs/estimation.py index 9683737..5e3407e 100644 --- a/pymultifracs/estimation.py +++ b/pymultifracs/estimation.py @@ -10,10 +10,11 @@ # from sklearn.linear_model import LinearRegression from .regression import linear_regression, prepare_regression, prepare_weights -from .structurefunction import StructureFunction +from . import scalingfunction +from . import utils -def estimate_hmin(mrq, scaling_ranges, weighted, warn=True, +def estimate_hmin(mrq, scaling_ranges, weighted, idx_reject, warn=True, return_y=False): """ Estimate the value of the uniform regularity exponent hmin using @@ -24,22 +25,24 @@ def estimate_hmin(mrq, scaling_ranges, weighted, warn=True, scaling_ranges, np.array([*mrq.values]) ) - if weighted == 'bootstrap' and mrq.bootstrapped_mrq is not None: + if weighted == 'bootstrap' and mrq.bootstrapped_obj is not None: std = np.std( - mrq.bootstrapped_mrq.sup_coeffs(n_ranges, j_max, j_min, - scaling_ranges), + mrq.bootstrapped_obj.sup_coeffs( + n_ranges, j_max, j_min, scaling_ranges, idx_reject + ).reshape(j_max-j_min+1, len(scaling_ranges), mrq.n_sig, -1), axis=-1)[None, :] else: std = None - w = prepare_weights(mrq, weighted, n_ranges, j_min, j_max, - scaling_ranges, std=std) - - sup_coeffs = mrq.sup_coeffs(n_ranges, j_max, j_min, scaling_ranges) + sup_coeffs = mrq.sup_coeffs( + n_ranges, j_max, j_min, scaling_ranges, idx_reject) y = np.log2(sup_coeffs)[None, :] + + w = prepare_weights(mrq, weighted, n_ranges, j_min, j_max, + scaling_ranges, y, std=std) slope, intercept = linear_regression(x, y, w) @@ -55,6 +58,28 @@ def estimate_hmin(mrq, scaling_ranges, weighted, warn=True, return hmin, intercept[0] +def _estimate_eta_p(wt_coefs, p_exp, scaling_ranges, weighted, idx_reject): + """ + Estimate the value of eta_p + """ + + bootstrapped_obj = None + + if weighted == 'bootstrap': + ws_boot = scalingfunction.StructureFunction( + mrq=wt_coefs.bootstrapped_obj, q=np.array([p_exp]), + scaling_ranges=scaling_ranges, weighted=None) + bootstrapped_obj = utils.MFractalVar(ws_boot, None, None) + + wavelet_structure = scalingfunction.StructureFunction( + mrq=wt_coefs, q=np.array([p_exp]), scaling_ranges=scaling_ranges, + weighted=weighted, idx_reject=idx_reject, + bootstrapped_obj=bootstrapped_obj) + + # shape N_ranges, N_signals + return wavelet_structure.zeta[0] + + def plot_hmin(wt_coefs, j1, j2_eff, weighted, warn=True): hmin, intercept, y = estimate_hmin(wt_coefs, j1, j2_eff, weighted, warn) @@ -83,19 +108,19 @@ def plot_hmin(wt_coefs, j1, j2_eff, weighted, warn=True): plt.show() -def compute_hurst(wt_coefs, j1, j2, weighted): - """ - Estimate the Hurst exponent using the wavelet structure function for q=2 - """ +# def compute_hurst(wt_coefs, j1, j2, weighted): +# """ +# Estimate the Hurst exponent using the wavelet structure function for q=2 +# """ - structure_dwt = StructureFunction(wt_coefs, - np.array([2.0]), - j1, - j2, - weighted) +# structure_dwt = scalingfunction.StructureFunction(wt_coefs, +# np.array([2.0]), +# j1, +# j2, +# weighted) - log2_Sj_2 = np.log2(structure_dwt.values[0, :]) # log2(S(j, 2)) - hurst_structure = log2_Sj_2 - hurst = structure_dwt.zeta[0]/2 +# log2_Sj_2 = np.log2(structure_dwt.values[0, :]) # log2(S(j, 2)) +# hurst_structure = log2_Sj_2 +# hurst = structure_dwt.zeta[0]/2 - return hurst, structure_dwt, hurst_structure +# return hurst, structure_dwt, hurst_structure diff --git a/pymultifracs/fractal_analysis.py b/pymultifracs/fractal_analysis.py index af1b8a4..b1cd784 100644 --- a/pymultifracs/fractal_analysis.py +++ b/pymultifracs/fractal_analysis.py @@ -5,7 +5,6 @@ from collections import namedtuple import numpy as np -from sklearn.linear_model import LinearRegression from .psd import welch_estimation, wavelet_estimation, log_plot, _log_psd @@ -144,6 +143,8 @@ def estimate_beta(freq, psd, freq_band=(0.01, 2), log='log2'): regressor.fit(freq, psd) + # TODO: replace LinearRegression with np.polyfit + return FractalValues(beta=regressor.coef_[0], log_C=regressor.intercept_, freq=freq) diff --git a/pymultifracs/log.log b/pymultifracs/log.log deleted file mode 100644 index e69de29..0000000 diff --git a/pymultifracs/mf_analysis.py b/pymultifracs/mf_analysis.py new file mode 100644 index 0000000..49ab51f --- /dev/null +++ b/pymultifracs/mf_analysis.py @@ -0,0 +1,238 @@ +""" +Authors: Omar D. Domingues + Merlin Dumeur +""" + +from collections.abc import Iterable +import warnings + +import numpy as np + +# from .mfspectrum import MultifractalSpectrum +# from .cumulants import Cumulants +# from .structurefunction import StructureFunction +from .scalingfunction import Cumulants, StructureFunction, MFSpectrum +from .wavelet import wavelet_analysis, integrate_wavelet,\ + compute_leaders, compute_wse +from .estimation import estimate_hmin, _estimate_eta_p +from .autorange import sanitize_scaling_ranges +from .utils import MFractalVar + + +def mfa(mrq, scaling_ranges, weighted=None, n_cumul=2, q=None, + bootstrap_weighted=None, R=1, estimates="auto", robust=False, + robust_kwargs=None, idx_reject=None, check_regularity=True): + """ + Perform multifractal analysis, given wavelet coefficients. + + Parameters + ---------- + mrq : :class:`.MultiResolutionQuantity` | List[:class:`.MultiResolutionQuantity`] + Multi-resolution quantity to analyze, or list of MRQs. If it is a list, + will return a list of the output of the function applied to each MRQ + individually. + scaling_ranges : list[tuple[int, int]] + List of pairs of (j1, j2) ranges of scales for the analysis. + weighted : str | None + Weighting mode for the linear regressions. Defaults to None, which is + no weighting. Possible values are 'Nj' which weighs by number of + coefficients, and 'bootstrap' which weights by bootstrap-derived + estimates of variance. + n_cumul : int + Number of cumulants computed. + q : ndarray, shape (n_exponents,) + List of q values used in the multifractal analysis. + bootstrap_weighted : str | None + Whether the boostrapped mrqs will have weighted regressions. + R : int + Number of bootstrapped repetitions. + estimates : str + Quantities to estimate: string containing a character for each of: + - "m": multifractal spectrum + - "s": structure function + - "c": cumulants + + Defaults to "auto" which determines which quantities to estimate based + on the value of `q`. + robust : bool + Use robust estimates of cumulants. + robust_kwargs : Dict | None + Arguments passed for robust estimation. Used for cumulant estimates + of order >= 3. + idx_reject : Dict[int, ndarray] + Dictionary associating each scale to a boolean array indicating whether + certain coefficients should be removed. + check_regularity: bool + Whether to check the minimum regularity requirements are met by the + MRQs. + + Returns + ------- + :class:`~pymultifracs.mf_analysis.MFractalData` + The output of the multifractal analysis, is a list if `mrq` was passed + as an Iterable. + """ + + if isinstance(mrq, Iterable): + + if isinstance(estimates, str): + estimates = [estimates] * len(mrq) + + elif (n := len(estimates)) != (m := len(mrq)): + raise ValueError( + f"Length of `estimates` = {n} does not match `mrq` = {m}" + ) + + return ([mfa( + m, scaling_ranges, weighted, n_cumul, q, + bootstrap_weighted, R, estimates[i], robust, robust_kwargs, + idx_reject, check_regularity=check_regularity) + for i, m in enumerate(mrq)]) + + # In case no value of q is specified, we still include q=2 in order to be + # able to estimate H + if q is None: + q = np.array([2]) + elif isinstance(q, list): + q = np.array(q) + + scaling_ranges = sanitize_scaling_ranges(scaling_ranges, mrq.j2_eff()) + + if len(scaling_ranges) == 0: + raise ValueError("No valid scaling range provided. ") + + if (R > 1 and ( + mrq.bootstrapped_obj is None + or mrq.bootstrapped_obj.n_rep // mrq.bootstrapped_obj.n_sig != R)): + j1 = min([sr[0] for sr in scaling_ranges]) + mrq.check_regularity( + scaling_ranges, weighted if weighted != 'bootstrap' else None, + idx_reject) + mrq.bootstrap(R, j1) + else: + if check_regularity: + mrq.check_regularity(scaling_ranges, None, idx_reject) + + if weighted == 'bootstrap' and mrq.bootstrapped_obj is None: + raise ValueError( + 'weighted="bootstrap" requires R>1 or prior bootstrap') + + if R > 1 or mrq.bootstrapped_obj is not None: + mfa_boot = mfa( + mrq.bootstrapped_obj, scaling_ranges, bootstrap_weighted, + n_cumul, q, None, 1, estimates, robust, + robust_kwargs, idx_reject, check_regularity=False) + else: + mfa_boot = None + + parameters = { + 'q': q, + 'n_cumul': n_cumul, + 'weighted': weighted, + 'scaling_ranges': scaling_ranges, + 'mrq': mrq, + 'bootstrapped_obj': mfa_boot, + 'robust': robust, + 'idx_reject': idx_reject, + } + + if robust_kwargs is not None: + parameters['robust_kwargs'] = robust_kwargs + + struct, cumul, spec = None, None, None + + flag_q = q is not None + + if 's' in estimates or (estimates == 'auto' and flag_q): + struct = StructureFunction._from_dict(parameters) + if 'c' in estimates or estimates == 'auto': + cumul = Cumulants._from_dict(parameters) + if 'm' in estimates or (estimates == 'auto' and flag_q and len(q) > 1): + spec = MFSpectrum._from_dict(parameters) + + return MFractalVar(struct, cumul, spec) + + +# def mfa_wse(wt_coef, scaling_ranges, theta=0.5, gamint=0, **kwargs): + +# if wt_coef.formalism != 'wavelet coef' or wt_coef.gamint > 0: +# raise ValueError( +# 'Input `wt_coef` should be wavelet coefficients with zero gamint') + +# mrq = compute_wse(wt_coef, theta, gamint) + +# return mfa(mrq, scaling_ranges, p_exp=None, gamint=0, **kwargs) + + +# def mf_analysis_full(signal, scaling_ranges, normalization=1, gamint=0.0, +# weighted=None, wt_name='db3', p_exp=None, q=None, +# n_cumul=3, bootstrap_weighted=None, +# estimates='scm', R=1): +# """Perform multifractal analysis on a signal. + +# .. note:: This function combines wavelet analysis and multifractal analysis +# for practicality. +# The use of parameters is better described in their +# respective functions + +# Parameters +# ---------- +# signal : ndarray, shape (n_samples,) +# The signal to perform the analysis on. +# j1 : int +# Minimum scale to perform fit on. +# j2 : int +# Maximum sacle to perform fit on. +# normalization : int +# Norm to use, by default 1. +# gamint : float +# Fractional integration coefficient, by default set to 0. +# To understand how to specify gamint, see ~ +# weighted : str | None +# Whether to perform a weighted linear regression, by default None. +# wt_name : str, optional +# Name of the wavelet to use, following pywavelet convention, +# by default Daubechies with 3 vanishing moments. +# p_exp : int | np.inf | None +# Value of the p-exponent of the wavelet leaders, by default None. +# q : list (float) +# List of values of q to perform estimates on. +# n_cumul : int, optional +# [description], by default 3 +# minimal : bool, optional +# [description], by default False. + +# Returns +# ------- +# MFractalData +# The output of the multifractal analysis + +# See also +# -------- +# mf_analysis +# :obj:`~pymultifracs.wavelet.wavelet_analysis` +# """ + +# j2 = max([sr[1] for sr in scaling_ranges]) + +# wt_transform = wavelet_analysis(signal, p_exp=p_exp, wt_name=wt_name, +# j2=j2, gamint=gamint, +# normalization=normalization) + +# mrq = wt_transform.wt_coefs + +# if wt_transform.wt_leaders is not None: +# mrq = [mrq, wt_transform.wt_leaders] + +# mf_data = mf_analysis( +# mrq, +# scaling_ranges, +# weighted=weighted, +# n_cumul=n_cumul, +# q=q, +# bootstrap_weighted=bootstrap_weighted, +# R=R, +# estimates=estimates, +# ) + +# return mf_data diff --git a/pymultifracs/mfa.py b/pymultifracs/mfa.py deleted file mode 100644 index 30e6c42..0000000 --- a/pymultifracs/mfa.py +++ /dev/null @@ -1,205 +0,0 @@ -""" -Authors: Omar D. Domingues - Merlin Dumeur -""" - -from collections.abc import Iterable - -import numpy as np - -from .mfspectrum import MultifractalSpectrum -from .cumulants import Cumulants -from .structurefunction import StructureFunction -from .wavelet import wavelet_analysis -from .estimation import estimate_hmin -from .autorange import sanitize_scaling_ranges -from .utils import MFractalVar - - -def mf_analysis(mrq, scaling_ranges, weighted=None, n_cumul=2, q=None, - bootstrap_weighted=None, R=1, estimates="scm", robust=False, - robust_kwargs=None): - """Perform multifractal analysis, given wavelet coefficients. - - Parameters - ---------- - mrq: :class:`MultiResolutionQuantity` | List[MultiResolutionQuantity] - Multi-resolution quantity to analyze, or list of MRQs. - scaling_ranges: List[Tuple[int]] - List of pairs of (j1, j2) ranges of scales for the analysis - weighted : str | None - Whether the linear regressions will be weighted - n_cumul : int - Number of cumulants computed - q : ndarray, shape (n_exponents,) - List of q values used in the multifractal analysis - bootstrap_weighted: str | None - Whether the boostrapped mrqs will have weighted regressions - R: int - Number of bootstrapped repetitions - estimates: str - Quantities to estimate: string containing a character for each of: - - "m": multifractal spectrum - - "s": structure function - - "c": cumulants - robust: bool - Use robust estimates of cumulants - - Returns - ------- - :class:`~pymultifracs.mf_analysis.MFractalData` - The output of the multifractal analysis, is a list if `mrq` was passed as an Iterable - """ - - if isinstance(mrq, Iterable): - - if isinstance(estimates, str): - estimates = [estimates] * len(mrq) - - elif (n := len(estimates)) != (m := len(mrq)): - raise ValueError( - f"Length of `estimates` = {n} does not match `mrq` = {m}" - ) - - return ([mf_analysis(m, scaling_ranges, weighted, n_cumul, - q, bootstrap_weighted, R, estimates[i], robust, - robust_kwargs) - for i, m in enumerate(mrq)]) - - scaling_ranges = sanitize_scaling_ranges(scaling_ranges, mrq.j2_eff()) - - if len(scaling_ranges) == 0: - raise ValueError("No valid scaling range provided. " - f"Effective max scale is {mrq.j2_eff()}") - - j1 = min([sr[0] for sr in scaling_ranges]) - j2 = max([sr[1] for sr in scaling_ranges]) - - if R > 1: - mrq.bootstrap(R, j1) - - if mrq.bootstrapped_mrq is not None: - - mfa_boot = mf_analysis( - mrq.bootstrapped_mrq, scaling_ranges, - bootstrap_weighted, n_cumul, q, None, 1, estimates, robust, - robust_kwargs) - - else: - mfa_boot = None - - # In case no value of q is specified, we still include q=2 in order to be - # able to estimate H - if q is None: - q = [2] - - if isinstance(q, list): - q = np.array(q) - - parameters = { - 'q': q, - 'n_cumul': n_cumul, - 'j1': j1, - 'j2': j2, - 'weighted': weighted, - 'scaling_ranges': scaling_ranges, - 'mrq': mrq, - 'bootstrapped_mfa': mfa_boot, - 'robust': robust - } - - if robust_kwargs is not None: - parameters['robust_kwargs'] = robust_kwargs - - struct, cumul, spec = None, None, None - - if 's' in estimates: - struct = StructureFunction.from_dict(parameters) - if 'c' in estimates: - cumul = Cumulants.from_dict(parameters) - if 'm' in estimates: - spec = MultifractalSpectrum.from_dict(parameters) - - # pylint: disable=unbalanced-tuple-unpacking - if mrq.formalism == 'wavelet coef': - hmin, _ = estimate_hmin(mrq, scaling_ranges, weighted) - else: - hmin = None - - return MFractalVar(struct, cumul, spec, hmin) - - -def mf_analysis_full(signal, scaling_ranges, normalization=1, gamint=0.0, - weighted=None, wt_name='db3', p_exp=None, q=None, - n_cumul=3, bootstrap_weighted=None, - estimates='scm', R=1): - """Perform multifractal analysis on a signal. - - .. note:: This function combines wavelet analysis and multifractal analysis - for practicality. - The use of parameters is better described in their - respective functions - - Parameters - ---------- - signal : ndarray, shape (n_samples,) - The signal to perform the analysis on. - j1 : int - Minimum scale to perform fit on. - j2 : int - Maximum sacle to perform fit on. - normalization : int - Norm to use, by default 1. - gamint : float - Fractional integration coefficient, by default set to 0. - To understand how to specify gamint, see ~ - weighted : str | None - Whether to perform a weighted linear regression, by default None. - wt_name : str, optional - Name of the wavelet to use, following pywavelet convention, - by default Daubechies with 3 vanishing moments. - p_exp : int | np.inf | None - Value of the p-exponent of the wavelet leaders, by default None. - q : list (float) - List of values of q to perform estimates on. - n_cumul : int, optional - [description], by default 3 - minimal : bool, optional - [description], by default False. - - Returns - ------- - MFractalData - The output of the multifractal analysis - - See also - -------- - mf_analysis - :obj:`~pymultifracs.wavelet.wavelet_analysis` - """ - - j1 = min([sr[0] for sr in scaling_ranges]) - j2 = max([sr[1] for sr in scaling_ranges]) - - wt_transform = wavelet_analysis(signal, p_exp=p_exp, wt_name=wt_name, - j1=j1, j2=j2, gamint=gamint, j2_reg=j2, - normalization=normalization, - weighted=weighted) - - mrq = wt_transform.wt_coefs - - if wt_transform.wt_leaders is not None: - mrq = [mrq, wt_transform.wt_leaders] - - mf_data = mf_analysis( - mrq, - scaling_ranges, - weighted=weighted, - n_cumul=n_cumul, - q=q, - bootstrap_weighted=bootstrap_weighted, - R=R, - estimates=estimates, - ) - - return mf_data diff --git a/pymultifracs/mfspectrum.py b/pymultifracs/mfspectrum.py deleted file mode 100644 index 6c3a06d..0000000 --- a/pymultifracs/mfspectrum.py +++ /dev/null @@ -1,247 +0,0 @@ -""" -Authors: Omar D. Domingues - Merlin Dumeur -""" - -from dataclasses import InitVar, dataclass, field -from typing import List, Tuple - -import matplotlib.pyplot as plt -import numpy as np - -from .multiresquantity import (MultiResolutionQuantity, - MultiResolutionQuantityBase) -from .regression import linear_regression, prepare_regression, prepare_weights -from .ScalingFunction import ScalingFunction -from .utils import MFractalVar, fast_power, fixednansum, isclose - - -@dataclass -class MultifractalSpectrum(MultiResolutionQuantityBase, ScalingFunction): - """ - Estimates the Multifractal Spectrum - - Based on equations 2.74 - 2.78 of Herwig Wendt's thesis [1]_ - - Parameters - ---------- - mrq : MultiResolutionQuantity - Multi resolution quantity to analyze. - scaling_ranges: List[Tuple[int]] - List of pairs of (j1, j2) ranges of scales for the analysis - q : ndarray, shape (n_exponents,) - Exponents used construct the multifractal spectrum - boostrapped_mfa: MFractalVar | None - Output of the MFA of bootstrapped MRQs. - weighted : str | None - Whether to used weighted linear regressions. - - Attributes - ---------- - formalism : str - Formalism used. Can be any of 'wavelet coefs', 'wavelet leaders', - or 'wavelet p-leaders'. - j : ndarray, shape (n_scales,) - List of the j values (scales), in order presented in the value arrays. - scaling_ranges: List[Tuple[int]] - List of pairs of (j1, j2) ranges of scales for the analysis - weighted : str | None - If not None, indicates the weighting approach used for regression - q : ndarray, shape(n_exponents,) - Exponents used construct the multifractal spectrum - Dq : ndarray, shape (n_exponents, n_rep) - Fractal dimensions : :math:`D(q)`, y-axis of the multifractal spectrum - hq : ndarray, shape (n_exponents, n_rep) - Hölder exponents : :math:`h(q)`, x-axis of the multifractal spectrum - U : ndarray, shape (n_scales, n_exponents, n_rep) - :math:`U(j, q)` - V : ndarray, shape (n_scales, n_exponents, n_rep) - :math:`V(j, q)` - - References - ---------- - .. [1] H. Wendt (2008). Contributions of Wavelet Leaders and Bootstrap to - Multifractal Analysis: Images, Estimation Performance, Dependence - Structure and Vanishing Moments. Confidence Intervals and Hypothesis - Tests. Ph.D thesis, Laboratoire de Physique, Ecole Normale Superieure - de Lyon. - https://www.irit.fr/~Herwig.Wendt/data/ThesisWendt.pdf - """ - mrq: InitVar[MultiResolutionQuantity] - j: np.array = field(init=False) - scaling_ranges: List[Tuple[int]] - q: np.array - bootstrapped_mfa: InitVar[MFractalVar] = None - weighted: str = None - Dq: np.array = field(init=False) - hq: np.array = field(init=False) - U: np.array = field(init=False) - V: np.array = field(init=False) - - def __post_init__(self, mrq, bootstrapped_mfa): - - self.formalism = mrq.formalism - self.nj = mrq.nj - self.n_sig = mrq.n_sig - self.j = np.array(list(mrq.values)) - - if bootstrapped_mfa is not None: - self.bootstrapped_mrq = bootstrapped_mfa.spectrum - - self._compute(mrq) - - def _compute(self, mrq): - """ - Computes the multifractal spectrum (Dq, hq) - """ - - # 1. Compute U(j,q) and V(j, q) - - # shape (n_q, n_scales, n_rep) - U = np.zeros((len(self.q), len(self.j), mrq.n_rep)) - V = np.zeros_like(U) - - for ind_j, j in enumerate(self.j): - - nj = mrq.nj[j] - mrq_values_j = np.abs(mrq.values[j]) - - idx_nan = np.isnan(mrq_values_j) - temp = np.stack([fast_power(mrq_values_j, q) for q in self.q], - axis=0) - - # np.nan ** 0 = 1.0, adressed here - temp[:, idx_nan] = np.nan - Z = np.nansum(temp, axis=1)[:, None, :] - Z[Z == 0] = np.nan - R_j = temp / Z - V[:, ind_j, :] = fixednansum(R_j * np.log2(mrq_values_j), axis=1) - U[:, ind_j, :] = np.log2(nj) + fixednansum((R_j * np.log2(R_j)), - axis=1) - - U[np.isinf(U)] = np.nan - V[np.isinf(V)] = np.nan - - self.U = U - self.V = V - - x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( - self.scaling_ranges, self.j - ) - - # 2. Compute D(q) and h(q) via linear regressions - - # shape (n_q, n_scaling_ranges, n_rep) - Dq = np.zeros((len(self.q), n_ranges, mrq.n_rep)) - hq = np.zeros_like(Dq) - - # shape (n_moments, n_scales, n_scaling_ranges, n_rep) - y = U[:, j_min_idx:j_max_idx, None, :] - z = V[:, j_min_idx:j_max_idx, None, :] - - if self.weighted == 'bootstrap': - - # case where self is the bootstrapped mrq - if self.bootstrapped_mrq is None: - std_V = getattr(self, "STD_V")[:, j_min_idx:j_max_idx] - std_U = getattr(self, "STD_U")[:, j_min_idx:j_max_idx] - - else: - std_V = getattr(self.bootstrapped_mrq, "STD_V")[ - :, - j_min - self.bootstrapped_mrq.j.min(): - j_max - self.bootstrapped_mrq.j.min() + 1] - std_U = getattr(self.bootstrapped_mrq, "STD_U")[ - :, - j_min - self.bootstrapped_mrq.j.min(): - j_max - self.bootstrapped_mrq.j.min() + 1] - - else: - std_V = None - std_U = None - - self.weights = {} - - self.weights['w_V'] = prepare_weights( - self, self.weighted, n_ranges, j_min, j_max, self.scaling_ranges, - std_V) - self.weights['w_U'] = prepare_weights( - self, self.weighted, n_ranges, j_min, j_max, self.scaling_ranges, - std_U) - - slope_1, _ = linear_regression(x, y, self.weights['w_U']) - slope_2, _ = linear_regression(x, z, self.weights['w_V']) - - Dq = 1 + slope_1 - hq = slope_2 - - self.Dq = Dq - self.hq = hq - - def V_q(self, q): - out = self.V[isclose(q, self.q)][0] - return out.reshape(out.shape[0], self.n_sig, -1) - - def U_q(self, q): - out = self.U[np.isclose(q, self.q)][0] - return out.reshape(out.shape[0], self.n_sig, -1) - - def __getattr__(self, name): - - if name == 'n_rep': - return self.Dq.shape[-1] - - return super().__getattr__(name) - - def plot(self, figlabel='Multifractal Spectrum', filename=None, ax=None, - fmt='ko-', scaling_range=0, signal_idx=0, **plot_kwargs): - """ - Plot the multifractal spectrum. - - Parameters - ---------- - figlabel : str - Figure title - filename : str | None - If not None, path used to save the figure - """ - - ax = plt.gca() if ax is None else ax - - if self.bootstrapped_mrq is not None: - - CI_Dq = self.CIE_Dq - CI_hq = self.CIE_hq - - CI_Dq -= self.Dq - CI_hq -= self.hq - - CI_Dq[:, 1] *= -1 - CI_hq[:, 1] *= -1 - - CI_Dq[(CI_Dq < 0) & (CI_Dq > -1e-12)] = 0 - CI_hq[(CI_hq < 0) & (CI_hq > -1e-12)] = 0 - - assert(CI_Dq < 0).sum() == 0 - assert(CI_hq < 0).sum() == 0 - - CI_Dq = CI_Dq.transpose(1, 2, 0) - CI_hq = CI_hq.transpose(1, 2, 0) - - CI_Dq = CI_Dq[:, scaling_range] - CI_hq = CI_hq[:, scaling_range] - - else: - CI_Dq, CI_hq = None, None - - ax.errorbar(self.hq[:, scaling_range, 0], self.Dq[:, scaling_range, 0], - CI_Dq, CI_hq, fmt, - **plot_kwargs) - - ax.set(xlabel='h', ylabel='D(h)', ylim=(0, 1.05), xlim=(0, 1.5)) - - plt.suptitle(self.formalism + ' - multifractal spectrum') - plt.draw() - - if filename is not None: - plt.savefig(filename) diff --git a/pymultifracs/multiresquantity.py b/pymultifracs/multiresquantity.py index 7cc4e94..273bb37 100644 --- a/pymultifracs/multiresquantity.py +++ b/pymultifracs/multiresquantity.py @@ -5,48 +5,37 @@ from dataclasses import dataclass, field import inspect +import warnings from typing import Any import numpy as np - -from .utils import get_filter_length, max_scale_bootstrap -from .bootstrap import circular_leader_bootstrap, get_empirical_CI,\ - get_confidence_interval, get_empirical_variance,\ - get_variance, get_std -from .autorange import compute_Lambda, compute_R, find_max_lambda -from .regression import compute_R2 - - -@dataclass -class MultiResolutionQuantityBase: - formalism: str = field(init=False, default=None) - gamint: float = field(init=False, default=None) - wt_name: str = field(init=False, default=None) - nj: dict = field(init=False, default_factory=dict) - n_sig: int = field(init=False, default=None) - bootstrapped_mrq: Any = field(init=False, default=None) - - def get_nj(self): - """ - Returns nj as a list - """ - return list(self.nj.values()) - - def get_nj_interv(self, j1, j2): - """ - Returns nj as an array, for j in [j1,j2] - """ - return np.array([self.nj[j] for j in range(j1, j2+1)]) - - def update_nj(self): - self.nj = { - scale: (~np.isnan(self.values[scale])).sum(axis=0) - for scale in self.values - } - - @classmethod - def from_dict(cls, d): - r"""Method to instanciate a dataclass by passing a dictionary with +import pywt + +from .utils import get_filter_length, max_scale_bootstrap, _correct_pleaders,\ + mask_reject, AbstractDataclass, max_scale_bootstrap +from . import viz, wavelet, estimation + +@dataclass(kw_only=True) +class MultiResolutionQuantityBase(AbstractDataclass): + n_sig: int + bootstrapped_obj: Any | None = None + origin_mrq: Any | None = None + + # def get_nj(self): + # """ + # Returns nj as a list + # """ + # return list(self.nj.values()) + + # def update_nj(self): + # self.nj = { + # scale: (~np.isnan(self.values[scale])).sum(axis=0) + # for scale in self.values + # } + + def _from_dict(self, d): + r""" + Method to instanciate a dataclass by passing a dictionary with extra keywords Parameters @@ -64,252 +53,743 @@ def from_dict(cls, d): Notes ----- .. note:: Normally, dataclasses can only be instantiated by only - specifiying parameters expected by the automatically - generated __init__ method. - Using this method instead allows us to discard extraneous - parameters, similarly to introducing a \*\*kwargs parameter. + specifiying parameters expected by the automatically + generated __init__ method. + Using this method instead allows us to discard extraneous + parameters, similarly to introducing a \*\*kwargs parameter. """ + + cls = type(self) + + parameters = { + name: getattr(self, name) + for name in inspect.signature(cls).parameters.keys() + } + + input = parameters.copy() + input.update(d) + return cls(**{ - k: v for k, v in d.items() - if k in inspect.signature(cls).parameters + k: v for k, v in input.items() + if k in parameters }) - def sup_coeffs(self, n_ranges, j_max, j_min, scaling_ranges): + def sup_coeffs(self, n_ranges, j_max, j_min, scaling_ranges, idx_reject): sup_coeffs = np.ones((j_max - j_min + 1, n_ranges, self.n_rep)) for i, (j1, j2) in enumerate(scaling_ranges): for j in range(j1, j2 + 1): - c_j = np.abs(self.values[j]) + # c_j = np.abs(self.values[j])[:, None, :] + + c_j = np.abs(self.get_values(j, idx_reject)) + + # c_j = mask_reject(c_j, idx_reject, j, 1) + sup_c_j = np.nanmax(c_j, axis=0) sup_coeffs[j-j_min, i] = sup_c_j return sup_coeffs def j2_eff(self): - return max(list(self.nj)) + return max(list(self.values)) + + +@dataclass(kw_only=True) +class WaveletDec(MultiResolutionQuantityBase): + r""" + Wavelet Coefficient Decomposition. + + It represents the wavelet coefficients of a signal :math:`d_X(j, k)` + + Should not be called directly but instead creating using the analysis + functions + + Attributes + ---------- + values : dict[int, ndarray] + ``values[j]`` contains the coefficients at the scale j. + Arrays are of the shape (nj, n_rep) + n_sig : int + Number of underlying signals in the wavelet decomposition. May not + match the dimensionality of the values arrays in case there are + multiple repetitions associated to a single signal. + gamint : float + Fractional integration used in the computation of the MRQ. + wt_name : str + Name of the wavelet used for the decomposition. + interval_size : int + Width of the coef interval over which the MRQ was computed. + origin_mrq : WaveletDec | None + If MRQ is derived from another mrq, refers to the original MRQ. + bootstrapped_obj : WaveletDec | None + Storing the bootstrapped version of the MRQ if bootstraping has been + used. + """ + wt_name: str + gamint: float = 0 + values: dict = field(default_factory=dict) + origin_mrq: MultiResolutionQuantityBase | None = None + interval_size: int = field(init=False, default=1) - def _get_j_min_max(self): + def get_nj_interv(self, j1=None, j2=None): + """ + Returns nj as an array, for j in [j1,j2] + """ - j_min = min([sr[0] for sr in self.scaling_ranges]) - j_max = max([sr[1] for sr in self.scaling_ranges]) + if j1 is None: + j1 = min(self.values) + if j2 is None: + j2 = max(self.values) - return j_min, j_max + return np.array([(~np.isnan(self.values[j])).sum(axis=0) + for j in range(j1, j2+1)]) - def _compute_R2(self, moment, slope, intercept, weights): - return compute_R2(moment, slope, intercept, weights, - [self._get_j_min_max()], self.j) + def bootstrap(self, R, min_scale=1, idx_reject=None): + r""" + Bootstrap the multi-resolution quantity by repeating. - def _compute_R(self, moment, slope, intercept): - return compute_R(moment, slope, intercept, - [self._get_j_min_max()], self.j) + Parameters + ---------- + R : int + Number of repetitions of the bootstrap. + min_scale : int + Minimum scale that will be kept in the bootstrapped MRQ, used to + save memory space when analyzing the coarse scales of long time + series. + idx_reject : dict[str, np.ndarray] | None + Dictionary of rejected values, by default None which means no + rejected values. - def compute_Lambda(self): + Returns + ------- + WaveletDec + MRQ containing the bootstrapped values. + """ - R = self.compute_R() - R_b = self.bootstrapped_mrq.compute_R() + from .bootstrap import circular_leader_bootstrap + + block_length = get_filter_length(self.wt_name) + max_scale = max_scale_bootstrap(self, idx_reject) - print(R.shape, R_b.shape) + self.bootstrapped_obj = circular_leader_bootstrap( + self, min_scale, max_scale, block_length, R) + + # j = np.array([*self.values]) + # + # if min_scale > j.min(): + # self.values = {scale: value + # for scale, value in self.values.items() + # if scale >= min_scale} + # self.nj = {scale: nj for scale, nj in self.nj.items() + # if scale >= min_scale} - return compute_Lambda(R, R_b) + return self.bootstrapped_obj + + def scale2freq(self, scale, sfreq): + """ + Get the frequencies associated to scales. - def find_best_range(self): - return find_max_lambda(self.compute_Lambda()) + Parameters + ---------- + scale : int | float | ndarray + Scales to convert to frequency. + sfreq : float + Sampling frequency of the signal. - def _check_enough_rep_bootstrap(self): + Returns + ------- + freq : float | ndarray + Frequencies associated to `scales`. + """ + return pywt.scale2frequency(self.wt_name, 2 ** scale) * sfreq + + def freq2scale(self, freq, sfreq): + """ + Get the scales associated to frequencies. - if (ratio := self.n_rep // self.n_sig) < 2: - raise ValueError( - f'n_rep = {ratio} per original signal too small to build ' - 'confidence intervals' - ) + Parameters + ---------- + freq : float | ndarray + Frequencies to convert to scales. + sfreq : float + Sampling frequency of the signal. + + Returns + ------- + scales : float | ndarray + Scales associated to `freq`. + """ + return np.log2(pywt.frequency2scale(self.wt_name, freq / sfreq)) + + def max_scale_bootstrap(self, idx_reject=None): + """ + Maximum scale at which bootstrapping can be done + + Parameters + ---------- + idx_reject : dict[str, np.ndarray] | None + Dictionary of rejected values, by default None which means no + rejected values. + + Returns + ------- + Scale : int + """ + return max_scale_bootstrap(self, idx_reject) + + @classmethod + def bootstrap_multiple(cls, R, min_scale, mrq_list): + + from .bootstrap import circular_leader_bootstrap + + block_length = max([ + get_filter_length(mrq.wt_name) for mrq in mrq_list + ]) + + max_scale = min([ + max_scale_bootstrap(mrq) for mrq in mrq_list + ]) + + # j2_eff = np.array([mrq.j2_eff() for mrq in mrq_list]) + # wrong_idx = max_scale < j2_eff + + # if wrong_idx.any(): + # raise ValueError(f'Maximum bootstrapping scale {max_scale} is ' + # f'inferior to the j2 chosen when computing ' + # f'wavelet leaders for indices {wrong_idx}.') + + return circular_leader_bootstrap(mrq_list, min_scale, max_scale, + block_length, R) + + def add_values(self, coeffs, j): + self.values[j] = coeffs - def _get_bootstrapped_mrq(self): + def get_values(self, j, idx_reject=None, reshape=False): - if self.bootstrapped_mrq is None: - bootstrapped_mrq = self + # Case where bootstrapping was done + if self.values[j].ndim == 3: + out = self.values[j] else: - bootstrapped_mrq = self.bootstrapped_mrq + out = self.values[j][:, None, :] + + # Bootstrapped mrq needs to realign into signal and repetitions + if reshape: # and self.n_rep != self.n_sig + out = out.reshape(self.values[j].shape[0], 1, self.n_sig, -1) - bootstrapped_mrq._check_enough_rep_bootstrap() + if idx_reject is None: + return out - return bootstrapped_mrq + return mask_reject( + out, idx_reject, j, self.interval_size) - def _check_bootstrap_mrq(self): + def plot(self, j1, j2, ax=None, vmin=None, vmax=None, cbar=True, + figsize=(4.5, 1.5), gamma=.3, nan_idx=None, signal_idx=0, + cbar_kw=None, cmap='magma'): + """ + Plot the multi-resolution quantity. - if self.bootstrapped_mrq is None: - raise ValueError( - "Bootstrapped mrq needs to be computed prior to estimating " - "empirical estimators") + Parameters + ---------- + j1 : int + Initial scale from which to display the values. + j2 : int + Maximal scale from which to display the values. + ax : matplotlib.pyplot.axes | None + pyplot axes, defaults to None which creates a new figure. + vmin : float | None + Minimal value of the colorbar, by default None which uses the + minimal value in the data. + vmax : float | None + Maximal value of the colorbar, by default None which uses the + maximal value in the data. + cbar : bool + Whether to display a colorbar. + figsize : tuple, optional + Size of the figure, used if ax is None. + gamma : float, optional + Exponent of the power-law color normalization, set to 1 for no + normalization. + nan_idx : dict[str, ndarray] | None + Index of values to highlight. + signal_idx : int, optional + Index of the signal to plot, defaults to the first signal. + cbar_kw : dict | None + Arguments to pass to the colorbar function call + cmap : str + Colormap for the plot. + """ + viz.plot_coef( + self, j1, j2, ax=ax, vmin=vmin, vmax=vmax, cbar=cbar, + figsize=figsize, gamma=gamma, nan_idx=nan_idx, + signal_idx=signal_idx, cbar_kw=cbar_kw, cmap=cmap) + + def get_formalism(self): + """ + Obtains the fomalism of the multi-resolution quantity + + Returns + ------- + formalism : str + """ + + return 'wavelet coef' + + def integrate(self, gamint): + """ + Fractionally integrate the wavelet coefficients. + + Parameters + ---------- + gamint : float + Fractional integration coefficient + + Returns + ------- + integrated : WaveletDec + """ + return wavelet.integrate_wavelet(self, gamint) + + def get_leaders(self, p_exp, interval_size=3, gamint=None): + """ + Compute (p-)leaders from the wavelet coefficients + + Parameters + ---------- + p_exp : float | np.inf + np.inf means wavelet leaders will also be computed, and a float + sets the value of the p exponent implying a wavelet p-leader + formalism. + interval_size : int + Width of the time shift interval over which the leaders are + computed, by default the usual value of 3. + gamint : int | None + Fractional integration coefficient, by default None which means + that current integration will be conserved. + + Returns + ------- + WaveletLeader + Wavelet (p-)leader derived from the coefficients. + """ - self.bootstrapped_mrq._check_enough_rep_bootstrap() + if type(self) != WaveletDec: + return self.origin_mrq.get_leaders(p_exp, interval_size, gamint) + + if gamint is None: + gamint = self.gamint - def __getattr__(self, name): + if self.gamint == gamint: + return wavelet.compute_leaders(self, p_exp, interval_size) - if name[:3] == 'CI_': + if self.origin_mrq is not None: + return self.origin_mrq.get_leaders(p_exp, interval_size, gamint) + + integ = self.integrate(gamint - self.gamint) + return integ.get_leaders(p_exp, interval_size) - bootstrapped_mrq = self._get_bootstrapped_mrq() + def get_wse(self, theta=.5, gamint=None): + """ + Compute weak scaling exponents from the wavelet coefficients - return get_confidence_interval(bootstrapped_mrq, name[3:]) + Parameters + ---------- + theta : float, optional + Parameter controlling the angle of the cone over which the weak + scaling exponents are computed + gamint : float, optional + Fractional integration coefficient, defaults to 0 (no integration). - elif name[:4] == 'CIE_': + Returns + ------- + Wtwse + Weak scaling exponent derived from the coefficients. + """ - self._check_bootstrap_mrq() + if type(self) != WaveletDec: + return self.origin_mrq.get_wse(theta, gamint) - return get_empirical_CI(self.bootstrapped_mrq, self, name[4:]) + if gamint is None: + gamint = self.gamint - elif name[:3] == 'VE_': + if gamint == self.gamint: + return wavelet.compute_wse(self, theta) - self._check_bootstrap_mrq() + if self.origin_mrq is not None: + return self.origin_mrq.compute_wse(theta, gamint) + + integ = self.integrate(gamint - self.gamint) + return integ.get_wse(theta, gamint) - return get_empirical_variance(self.bootstrapped_mrq, self, - name[3:]) + def auto_integrate(self, scaling_ranges, weighted=None, idx_reject=None): - elif name[:3] == 'SE_': + hmin, _ = estimation.estimate_hmin( + self, scaling_ranges, weighted, idx_reject) - self._check_bootstrap_mrq() + hmin = hmin.min() - return np.sqrt( - get_empirical_variance(self.bootstrapped_mrq, self, - name[3:](self))) + if hmin // .5 > 0: + gamint = 0 + else: + gamint = -.5 * (hmin.min() // .5) + + if gamint + hmin < 0.25: + gamint += .5 + + if gamint != self.gamint: + return self.integrate(gamint) + + return self + + def check_regularity(self, scaling_ranges, weighted=None, idx_reject=None): + r""" + Verify that the MRQ has enough regularity for analysis. + + Parameters + ---------- + scaling_ranges : list[tuple[int, int]] + List of pairs of (j1, j2) ranges of scales for the analysis. + weighted : str | None + Weighting mode for the linear regressions. Defaults to None, which + is no weighting. Possible values are 'Nj' which weighs by number of + coefficients, and 'bootstrap' which weights by bootstrap-derived + estimates of variance. + idx_reject : Dict[int, ndarray] + Dictionary associating each scale to a boolean array indicating + whether certain coefficients should be removed. - elif name[:2] == 'V_': + Returns + ------- + ndarray + Estimate of the minimal Hölder exponent in the MRQ. + """ + + hmin, _ = estimation.estimate_hmin( + self, scaling_ranges, weighted, idx_reject) + + if hmin.max() <= 0: + raise ValueError( + f"Maximum hmin = {hmin.max()} <= 0, no signal can be " + "analyzed. A larger value of gamint or different scaling range" + " should be selected.") + + if hmin.min() <= 0: + warnings.warn( + f"Minimum hmin = {hmin.min()} <= 0, multifractal analysis " + "cannot be applied. A larger value of gamint) should be " + "selected.") + + return hmin - bootstrapped_mrq = self._get_bootstrapped_mrq() + def __getattribute__(self, name: str) -> Any: - return get_variance(bootstrapped_mrq, name[2:]) + if name == 'filt_len': + return get_filter_length(self.wt_name) - elif name[:4] == 'STD_': + if name == 'n_rep': + if len(self.values) > 0: + return self.values[[*self.values][0]].shape[-1] - bootstrapped_mrq = self._get_bootstrapped_mrq() + # if name == 'n_sig' and super().__getattribute__('n_sig') is None: + # return 1 - return get_std(bootstrapped_mrq, name[4:]) + return super().__getattribute__(name) - return self.__getattribute__(name) + # def __getattr__(self, name): + # return super().__getattr__(name) -@dataclass -class MultiResolutionQuantity(MultiResolutionQuantityBase): +@dataclass(kw_only=True) +class WaveletLeader(WaveletDec): """ - Handles multi-resolution quantities in multifractal analysis. + Wavelet Leader Representation. - It can be used to represent wavelet coefficients :math:`d_X(j, k)` - and wavelet leaders :math:`L_X(j, k)`. - - Parameters - ---------- - formalism : str - Indicates the formalism used to obtain the multi resolution quantity. - Can be any of 'wavelet coef', 'wavelet leader', - or 'wavelet p-leaders'. + It contains the wavelet (p-)leader representation of a signal + :math:`L_X(j, k)`. + + Should not be called directly but instead creating using the analysis + functions Attributes ---------- - formalism : str - Formalism used. Can be any of 'wavelet coef', 'wavelet leader', - or 'wavelet p-leaders'. - n_scales : int - Size of the scale range covered. - nj : dict(ndarray) - Contains the number of coefficients at the scale j. - Arrays are of the shape (n_rep,) - values : dict(ndarray) - `values[j]` contains the coefficients at the scale j. + values : dict[int, ndarray] + ``values[j]`` contains the coefficients at the scale j. Arrays are of the shape (nj, n_rep) - n_rep : int - Number of realisations + n_sig: int + Number of underlying signals in the wavelet decomposition. May not + match the dimensionality of the values arrays in case there are + multiple repetitions associated to a single signal. + gamint : float + Fractional integration used in the computation of the MRQ. + wt_name : str + Name of the wavelet used for the decomposition. + interval_size : int + Width of the coef interval over which the MRQ was computed. + origin_mrq : WaveletDec | None + If MRQ is derived from another mrq, refers to the original MRQ. + bootstrapped_obj : :class:`.MultiResolutionQuantity` | None + Storing the bootstrapped version of the MRQ if bootstraping has been + used. + p_exp: float | np.inf + P exponent used to compute the MRQ. np.inf indicates wavelet leaders, + float indicates p-leaders. + eta_p : float | None + Only for p-leaders, wavelet scaling function :math:`\eta(p)`. + By default only computed during mf_analysis. + ZPJCorr : ndarray | None + Only for p-leaders, correction factor for the finite size effects, + dependent on `eta_p`. """ - formalism: str - gamint: float - wt_name: str - n_sig: int = None - values: dict = field(default_factory=dict) - nj: dict = field(default_factory=dict) - bootstrapped_mrq: MultiResolutionQuantityBase = field(init=False, - default=None) + p_exp: float + interval_size: int = 1 + eta_p: np.ndarray = field(init=False, repr=False, default=None) + ZPJCorr: np.ndarray = field(init=False, default=None) - def __post_init__(self): + def bootstrap(self, R, min_scale=1, idx_reject=None): - if self.formalism not in ['wavelet coef', 'wavelet leader', - 'wavelet p-leader', 'weak scaling exponent']: - raise ValueError('formalism needs to be one of : "wavelet coef", ' - '"wavelet leader", "wavelet p-leader"') + self.bootstrapped_obj, self.origin_mrq.bootstrapped_obj = \ + self.__class__.bootstrap_multiple( + R, min_scale, [self, self.origin_mrq]) - def bootstrap(self, R, min_scale=1): + return self.bootstrapped_obj - block_length = get_filter_length(self.wt_name) - max_scale = max_scale_bootstrap(self) + # self.origin_mrq.bootstrap - if max_scale < self.j2_eff(): - raise ValueError(f'Maximum bootstrapping scale {max_scale} is ' - f'inferior to the j2={self.j2_eff()} chosen ' - 'when computing wavelet leaders.') + # from .bootstrap import circular_leader_bootstrap - self.bootstrapped_mrq = circular_leader_bootstrap( - self, min_scale, max_scale, block_length, R) + # block_length = get_filter_length(self.wt_name) + # max_scale = max_scale_bootstrap(self, idx_reject) - # j = np.array([*self.values]) - # - # if min_scale > j.min(): - # self.values = {scale: value - # for scale, value in self.values.items() - # if scale >= min_scale} - # self.nj = {scale: nj for scale, nj in self.nj.items() - # if scale >= min_scale} + # self.bootstrapped_obj = circular_leader_bootstrap( + # self, min_scale, max_scale, block_length, R) - return self.bootstrapped_mrq + # # j = np.array([*self.values]) + # # + # # if min_scale > j.min(): + # # self.values = {scale: value + # # for scale, value in self.values.items() + # # if scale >= min_scale} + # # self.nj = {scale: nj for scale, nj in self.nj.items() + # # if scale >= min_scale} - @classmethod - def bootstrap_multiple(cls, R, min_scale, mrq_list): + # return self.bootstrapped_obj - block_length = max([ - get_filter_length(mrq.wt_name) for mrq in mrq_list - ]) + def get_formalism(self): + """ + Obtains the fomalism of the multi-resolution quantity - max_scale = min([ - max_scale_bootstrap(mrq) for mrq in mrq_list - ]) + Returns + ------- + tr + """ - j2_eff = np.array([mrq.j2_eff() for mrq in mrq_list]) - wrong_idx = max_scale < j2_eff + if self.p_exp == np.inf: + return 'wavelet leader' + return 'wavelet p-leader' + + def integrate(self, gamint): + """ + Re-compute the (p-)leaders on the fractionally integrated wavelet + coefficients. - if wrong_idx.any(): - raise ValueError(f'Maximum bootstrapping scale {max_scale} is ' - f'inferior to the j2 chosen when computing ' - f'wavelet leaders for indices {wrong_idx}.') + Parameters + ---------- + gamint : float + Fractional integration coefficient - return circular_leader_bootstrap(mrq_list, min_scale, max_scale, - block_length, R) + Returns + ------- + WaveletLeader + """ + return self.get_leaders(self.p_exp, self.interval_size, gamint) - def add_values(self, coeffs, j): + def get_values(self, j, idx_reject=None, reshape=False): + + # Case where bootstrapping was done + if self.values[j].ndim == 3: + return super().get_values(j, idx_reject, reshape) - self.values[j] = coeffs - self.nj[j] = (~np.isnan(coeffs)).sum(axis=0) + if self.p_exp == np.inf or self.eta_p is None: + return super().get_values(j, idx_reject, reshape) - # def __getattr__(self, name): - # if name == 'n_rep': - # if self.n_rep is not None: - # return self.n_rep - # if len(self.values) > 0: - # return self.values[[*self.values][0]].shape[1] + if self.ZPJCorr is None: + self.correct_pleaders() - # return self.__getattribute__(name) + ZPJCorr = self.ZPJCorr[None, :, :, j - min(self.values)] - def __getattribute__(self, name: str) -> Any: + if reshape: + ZPJCorr = ZPJCorr[..., None] - if name == 'filt_len': - return get_filter_length(self.wt_name) + return ZPJCorr * super().get_values(j, idx_reject, reshape) - if name == 'n_sig' and super().__getattribute__('n_sig') is None: - return 1 + def get_leaders(self, p_exp, interval_size=3, gamint=None): - return super().__getattribute__(name) + if (p_exp == self.p_exp + and interval_size == self.interval_size + and (gamint == self.gamint or gamint is None)): - def __getattr__(self, name): + return self - if name == 'n_rep': - if len(self.values) > 0: - return self.values[[*self.values][0]].shape[1] + return super().get_leaders(p_exp, interval_size, gamint) + + def correct_pleaders(self): + + # No correction if infinite p + if self.p_exp == np.inf: + return + + self.ZPJCorr = _correct_pleaders( + self, self.p_exp, min(self.values), max(self.values)) + + return self.ZPJCorr + + def auto_integrate(self, scaling_ranges, weighted=None, idx_reject=None): + + if self.p_exp == np.inf: + return super().auto_integrate( + scaling_ranges, weighted, idx_reject).get_leaders( + self.p_exp, self.interval_size, self.gamint) + + eta_p = estimation._estimate_eta_p( + self.origin_mrq, self.p_exp, scaling_ranges, weighted, idx_reject) + + eta_p = eta_p.min() + + if eta_p // .5 > 0: + gamint = 0 + else: + gamint = -.5 * (eta_p.min() // .5) + + if gamint + eta_p < 0.25: + gamint += .5 + + if gamint != self.gamint: + return self.origin_mrq.get_leaders( + self.p_exp, self.interval_size, gamint) + + return self + + def check_regularity(self, scaling_ranges, weighted=None, + idx_reject=None): + """ + Verify that the MRQ has enough regularity for analysis. + + Parameters + ---------- + scaling_ranges : list[tuple[int, int]] + List of pairs of (j1, j2) ranges of scales for the analysis. + weighted : str | None + Weighting mode for the linear regressions. Defaults to None, which + is no weighting. Possible values are 'Nj' which weighs by number of + coefficients, and 'bootstrap' which weights by bootstrap-derived + estimates of variance. + idx_reject : Dict[int, ndarray] + Dictionary associating each scale to a boolean array indicating + whether certain coefficients should be removed. + """ + + if self.p_exp == np.inf: + return super().check_regularity( + scaling_ranges, weighted, idx_reject) + + eta_p = estimation._estimate_eta_p( + self.origin_mrq, self.p_exp, scaling_ranges, weighted, idx_reject) + + if eta_p.max() <= 0: + raise ValueError( + f"Maximum eta(p) = {eta_p.max()} <= 0, no signal can be " + "analyzed. A smaller value of p (or larger value of gamint) " + "should be selected.") - return super().__getattr__(name) + if eta_p.min() <= 0: + warnings.warn( + f"Minimum eta(p) = {eta_p.min()} <= 0, p-Leaders correction " + "cannot be applied. A smaller value of p (or larger value of " + "gamint) should be selected.") + + self.eta_p = eta_p + + self.correct_pleaders() + + def plot(self, j1, j2, ax=None, vmin=None, vmax=None, cbar=True, + figsize=(4.5, 1.5), gamma=.3, nan_idx=None, signal_idx=0, + cbar_kw=None, cmap='magma'): + + if self.eta_p is None and not np.isinf(self.p_exp): + self.check_regularity([(j1, j2)], None, None) + + super().plot(j1, j2, ax, vmin, vmax, cbar, figsize, gamma, + nan_idx, signal_idx, cbar_kw, cmap) + + +@dataclass(kw_only=True) +class Wtwse(WaveletDec): + r""" + Wavelet Coefficient Decomposition. + + It represents the wavelet coefficients of a signal :math:`d_X(j, k)` + + Should not be called directly but instead creating using the analysis + functions + + Attributes + ---------- + values : dict[int, ndarray] + ``values[j]`` contains the coefficients at the scale j. + Arrays are of the shape (nj, n_rep) + n_sig: int + Number of underlying signals in the wavelet decomposition. May not + match the dimensionality of the values arrays in case there are + multiple repetitions associated to a single signal. + gamint : float + Fractional integration used in the computation of the MRQ. + wt_name : str + Name of the wavelet used for the decomposition. + interval_size : int + Width of the coef interval over which the MRQ was computed. + origin_mrq : WaveletDec | None + If MRQ is derived from another mrq, refers to the original MRQ. + bootstrapped_obj : :class:`.MultiResolutionQuantity` | None + Storing the bootstrapped version of the MRQ if bootstraping has been + used. + theta: float + Cone spread parameter in computing the WSE. + """ + theta: float + + def get_formalism(self): + return 'weak scaling exponent' + + def get_wse(self, theta=0.5, gamint=None): + + if (theta == self.theta + and (gamint is None or gamint == self.gamint)): + return self + + return super().get_wse(theta, gamint) + + def check_regularity(self, *args): + """ + Check that the MRQ has enough regularity for analysis + + Returns + ------- + None + """ + return None + + def integrate(self, gamint): + """ + Re-compute the WSE on the fractionally integrated wavelet coefficients. + + Parameters + ---------- + gamint : float + Fractional integration coefficient + + Returns + ------- + integrated : Wtwse + """ + return self.origin_mrq.get_wse(self.theta, gamint) diff --git a/pymultifracs/psd.py b/pymultifracs/psd.py index ca3df62..187faa2 100644 --- a/pymultifracs/psd.py +++ b/pymultifracs/psd.py @@ -2,268 +2,8 @@ Authors: Merlin Dumeur """ -from collections import namedtuple - -from scipy.signal import welch import numpy as np import matplotlib.pyplot as plt from .wavelet import wavelet_analysis -PSD = namedtuple('PSD', 'freq psd') -"""Aggregates power spectral density information - -Attributes ----------- -freq : ndarray - Frequency support of the psd values -psd : ndarray - Power density associated matching the frequencies in ``freq`` -""" - - -def plot_psd(signal, fs, n_fft=4096, seg_size=None, n_moments=2, - log='log2', ax=None, wt='db'): - """ - Plot the superposition of Fourier-based Welch estimation and Wavelet-based - estimation of PSD on a log-log graphic. - - Based on the `wavelet_fourier_spectrum` function of the MATLAB toolbox - mf_bs_toolbox-v0.2 [1]_ - - Parameters - ---------- - signal : ndarray, shape (n_samples,) - Time series of sampled values - - fs : float - Sampling frequency of ``signal`` - - n_fft : int, optional - Length of the FFT desired. - If `seg_size` is greater, ``n_fft = seg_size``. - - seg_size : int | None - Length of Welch segments. - Defaults to None, which sets it equal to ``n_fft`` - - n_moments : int - Number of vanishing moments of the Daubechies wavelet used in the - Wavelet decomposition. - - log : str - Log function to use on the frequency and power axes - - References - ---------- - .. [1] \ - http://www.ens-lyon.fr/PHYSIQUE/Equipe3/Multifractal/dat/mf_bs_tool-v0.2.zip - """ - - # Computing - - freq_fourier, psd_fourier = welch_estimation(signal, fs, n_fft, - seg_size) - freq_wavelet, psd_wavelet = wavelet_estimation(signal, fs, n_moments, wt=wt) - - # Plotting - - freq = [freq_fourier, freq_wavelet] - psd = [psd_fourier, psd_wavelet] - legend = ['Fourier', 'Wavelet'] - log_plot(freq, psd, legend, log=log, ax=ax) - - -log_function = {'log2': np.log2, - 'log': np.log} - - -def _log_psd(freq, psd, log): - """ - Compute the logged values of a PSD and its frequency support similarly to - the MATLAB toolbox - """ - - # Avoid computing log(0) - if np.any(freq == 0): - support = [freq != 0.0][0] - freq, psd = freq[support], psd[support] - - # Compute the logged values of the frequency and psd - log = log_function[log] - freq, psd = log(freq), log(psd) - - return freq, psd - - -def log_plot(freq_list, psd_list, legend=None, fmt=None, color=None, slope=[], - log='log2', lowpass_freq=np.inf, xticks=None, - title='Power Spectral Density', ax=None, show=False, - plot_kwargs={}, linewidth=None): - """ - Perform a log-log plot over a list of paired frequency range and PSD, with - optional legend and fitted slope - - Parameters - ---------- - freq_list: list - list of frequency supports of the PSDs to plot - - psd_list: list - list of PSDs to plot - - legend: list | None - list of labels to assign to the PSDs - - color: list | None - colors to assign to the plotted PSDs - - slope: [(freq, psd)] | [] - list of 2-tuples containing the frequency support and PSD - representation of a slope to plot - TODO: replace (freq, psd) with (beta, log_C) - - log: str - name of log function to use on the data before plotting - """ - - ax = plt.gca() if ax is None else ax - - ax.set_xlabel(f'{log} f') - ax.set_ylabel(f'{log} S_2(f)') - ax.set_title(title) - - if color is None: - cmap = plt.get_cmap("tab10") - color = [cmap(i % 10) for i in range(len(freq_list))] - - if linewidth is None: - linewidth = [1.5] * len(freq_list) - - if fmt is None: - fmt = ['-'] * len(freq_list) - - for i, (freq, psd, f, col, lw) in enumerate(zip(freq_list, psd_list, fmt, - color, linewidth)): - - indx = tuple([freq < lowpass_freq]) - freq, psd = freq[indx], psd[indx] - log_freq, psd = _log_psd(freq, psd, log) # Log frequency and psd - - ax.plot(log_freq, psd, f, c=col, lw=lw, **plot_kwargs) - - if xticks is not None and i == len(freq_list) - 1: - ax.set_xticks(log_freq) - ax.set_xticklabels([f'{fr:.2f}' if fr < 1 else f'{fr:.1f}' - for fr in freq]) - # plt.xticks(log_freq, [f'{fr:.2f}' for fr in freq]) - - if color is None: - c_gen = (f'C{i}' for i in range(len(freq_list))) - else: - c_gen = color - - for tup, c in zip(slope, c_gen): - ax.plot(*tup, color=c, dashes=[6, 2], lw=2) - - if legend is not None: - ax.legend(legend) - - if show: - plt.show() - - -def welch_estimation(signal, fs, n_fft=4096, seg_size=None): - """ - Wrapper for :obj:`scipy.signal.welch` - - Parameters - ---------- - signal : 1D-array_like - Time series of sampled values - - fs : float - Sampling frequency of the signal - - n_fft : int, optional - Length of the FFT desired. - If `seg_size` is greater, ``n_fft = seg_size``. - - seg_size : int | None - Length of Welch segments. - Defaults to None, which sets it equal to `n_fft` - - Returns - ------- - psd : PSD - """ - - # Input argument sanitizing - - if seg_size is None: - seg_size = n_fft - - if n_fft < seg_size: - n_fft = seg_size - - # Frequency - freq = fs * np.linspace(0, 0.5, n_fft // 2 + 1) - - # PSD - _, psd = welch(signal, - window='hamming', - nperseg=seg_size, - noverlap=seg_size / 2, - nfft=n_fft, - detrend=False, - return_onesided=True, - scaling='density', - average='mean', - fs=2 * np.pi) - - psd *= 4 # compensating for negative frequencies - psd = np.array(psd) - - return PSD(freq=freq, psd=psd) - - -def wavelet_estimation(signal, fs, n_moments, j2=None, wt='db'): - """ - PSD estimation based on Wavelet coefficients - - The PSD is estimated using :obj:`~pymultifracs.wavelet.wavelet_analysis`. - - Parameters - ---------- - signal : ndarray, shape (n_samples,) - Time series - fs : float - Sampling frequency of the signal - n_moments : int - Number of vanishing moments of the Daubechies wavelet used in the - wavelet transform. - - Returns - ------- - psd : PSD - """ - - # PSD - transform = wavelet_analysis(signal, j1=1, j2=j2, - normalization=1, - wt_name=f'{wt}{n_moments}', - gamint=0.5, - weighted=None, - p_exp=None) - - # for arr in transform.wt_coefs.values.values(): - - psd = [np.nanmean(np.square(arr), axis=0) - for arr in transform.wt_coefs.values.values()] - psd = np.array(psd) - - # Frequency - scale = np.arange(len(psd)) + 1 - freq = (3/4 * fs) / (np.power(2, scale)) - - return PSD(freq=freq, psd=psd) \ No newline at end of file diff --git a/pymultifracs/regression.py b/pymultifracs/regression.py index 27d2e4c..ec1c386 100644 --- a/pymultifracs/regression.py +++ b/pymultifracs/regression.py @@ -3,38 +3,45 @@ import numpy as np -def prepare_weights(mrq, weighted, n_ranges, j_min, j_max, scaling_ranges, - std=None): +def prepare_weights(sf_nj_fun, weighted, n_ranges, j_min, j_max, scaling_ranges, + y, std=None): if weighted == 'Nj': w = np.tile( - mrq.get_nj_interv(floor(j_min), floor(j_max))[None, :, None, :], + sf_nj_fun(floor(j_min), floor(j_max)).astype(float)[ + None, :, None, :], (1, 1, n_ranges, 1)) elif weighted == 'bootstrap': # try: std[std == 0] = std[std != 0].min() + std = 1/std # except ValueError: # import ipdb; ipdb.set_trace() - # std shape (n_moments, n_scales) -> + # std shape (n_moments, n_scales, n_scaling_ranges, n_sig) -> # (n_moments, n_scales, n_scaling_ranges, n_rep) if len(std.shape) == 2: - w = np.tile(1 / std[:, :, None, None], (1, 1, n_ranges, 1)) - # std shape (n_moments, n_scales, n_scaling_ranges) - # -> (n_moments, n_scales, n_scaling_ranges, n_rep) + # TODO check this + w = np.tile(std[:, :, None, None], (1, 1, n_ranges, 1)) ** 2 + # std shape (n_moments, n_scales, n_scaling_ranges, n_sig) else: - w = std[:, :, :, None] + w = std ** 2 else: # weighted is None w = np.ones((1, int(j_max - j_min + 1), n_ranges, 1)) for i, (j1, j2) in enumerate(scaling_ranges): - w[:, int(j2-j_min+1):, i, :] = 0 - w[:, :int(j1-j_min), i, :] = 0 + w[:, int(j2-j_min+1):, i, :] = np.nan + w[:, :int(j1-j_min), i, :] = np.nan + + if np.isnan(y).any(): + mask = np.ones_like(y) + mask[np.isnan(y)] = np.nan + w = mask * w # shape (n_moments, n_scales, n_scaling_ranges, n_rep) return w diff --git a/pymultifracs/robust.py b/pymultifracs/robust.py deleted file mode 100644 index 744023c..0000000 --- a/pymultifracs/robust.py +++ /dev/null @@ -1,358 +0,0 @@ -import numpy as np - -import matplotlib.pyplot as plt -import seaborn as sns - -from scipy.stats import gennorm -from scipy.optimize import bisect -from scipy.special import gamma - - -def _high_weighted_median(a, weights): - """ - Computes a weighted high median of a. This is defined as the - smallest a[j] such that the sum over all a[i]<=a[j] is strictly - greater than half the total sum of the weights - """ - a_cp = np.copy(a) - weights_cp = np.copy(weights) - n = a_cp.shape[0] - sorted_a = np.zeros((n,), dtype=np.double) - a_cand = np.zeros((n,), dtype=np.double) - weights_cand = np.zeros((n,), dtype=np.intc) - kcand = 0 - wleft, wright, wmid, wtot, wrest = [0] * 5 - trial = 0 - wtot = np.sum(weights_cp) - for i in range(100000): - wleft = 0 - wmid = 0 - wright = 0 - for i in range(n): - sorted_a[i] = a_cp[i] - sorted_a = np.partition(sorted_a, kth=n//2) - trial = sorted_a[n//2] - for i in range(n): - if a_cp[i] < trial: - wleft = wleft + weights_cp[i] - elif a_cp[i] > trial: - wright = wright + weights_cp[i] - else: - wmid = wmid + weights_cp[i] - kcand = 0 - if 2 * (wrest + wleft) > wtot: - for i in range(n): - if a_cp[i] < trial: - a_cand[kcand] = a_cp[i] - weights_cand[kcand] = weights_cp[i] - kcand = kcand + 1 - elif 2 * (wrest + wleft + wmid) <= wtot: - for i in range(n): - if a_cp[i] > trial: - a_cand[kcand] = a_cp[i] - weights_cand[kcand] = weights_cp[i] - kcand = kcand + 1 - wrest = wrest + wleft + wmid - else: - return trial - n = kcand - for i in range(n): - a_cp[i] = a_cand[i] - weights_cp[i] = weights_cand[i] - print('aargh') - raise ValueError('Weighted median did not converge') - - -def _qn(a, c): - """ - Computes the Qn robust estimator of scale, a more efficient alternative - to the MAD. The implementation follows the algorithm described in Croux - and Rousseeuw (1992). - Parameters - ---------- - a : array_like - Input array. - c : float, optional - The normalization constant, used to get consistent estimates of the - standard deviation at the normal distribution. Defined as - 1/(np.sqrt(2) * scipy.stats.norm.ppf(5/8)), which is 2.219144. - Returns - ------- - The Qn robust estimator of scale - """ - - n = a.shape[0] - h = n/2 + 1 - k = int(h * (h - 1) / 2) - n_left = int(n * (n + 1) / 2) - n_right = n * n - k_new = k + n_left - i, j, jh, l = [0] * 4 - sump, sumq = 0, 0 - trial, output = 0, 0 - a_sorted = np.sort(a) - left = np.array([n - i + 1 for i in range(0, n)], dtype=np.intc) - right = np.array([n if i <= h else n - (i - h) for i in range(0, n)], dtype=np.intc) - weights = np.zeros((n,), dtype=np.intc) - work = np.zeros((n,), dtype=np.double) - p = np.zeros((n,), dtype=np.intc) - q = np.zeros((n,), dtype=np.intc) - - while n_right - n_left > n: - j = 0 - for i in range(1, n): - if left[i] <= right[i]: - weights[j] = right[i] - left[i] + 1 - jh = left[i] + weights[j] // 2 - work[j] = a_sorted[i] - a_sorted[n - jh] - j = j + 1 - trial = _high_weighted_median(work[:j], weights[:j]) - j = 0 - for i in range(n - 1, -1, -1): - while j < n and (a_sorted[i] - a_sorted[n - j - 1]) < trial: - j = j + 1 - p[i] = j - j = n + 1 - for i in range(n): - while (a_sorted[i] - a_sorted[n - j + 1]) > trial: - j = j - 1 - q[i] = j - sump = np.sum(p) - sumq = np.sum(q) - n - if k_new <= sump: - right = np.copy(p) - n_right = sump - elif k_new > sumq: - left = np.copy(q) - n_left = sumq - else: - output = c * trial - return output - j = 0 - for i in range(1, n): - for l in range(left[i], right[i] + 1): - work[j] = a_sorted[i] - a_sorted[n - l] - j = j + 1 - k_new = k_new - (n_left + 1) - output = c * np.sort(work[:j])[k_new] - return output - - -def C4_to_m4(C4, C2): - return C4 + 3 * C2 ** 2 - - -def C2_to_m2(C2): - return C2 - - -def get_location_scale_shape(cm): - - slope_c1 = cm.slope[0][None, :] - intercept_c1 = cm.intercept[0][None, :] - - slope_c2 = cm.slope[1][None, :] - intercept_c2 = cm.intercept[1][None, :] - - if slope_c2 > 0: - slope_c2[:] = 0 - for k, range in enumerate(cm.scaling_ranges): - j_min = cm.j.min() - intercept_c2[:, k] = cm.C2[np.s_[range[0]-j_min:range[1]-j_min]].mean() - - slope_c4 = cm.slope[3][None, :] - intercept_c4 = cm.intercept[3][None, :] - - j_array = np.arange(1, cm.j.max() + 1) - - C1_array = slope_c1 * j_array[:, None, None] + intercept_c1 - C2_array = slope_c2 * j_array[:, None, None] + intercept_c2 - C4_array = slope_c4 * j_array[:, None, None] + intercept_c4 - - m2 = C2_to_m2(C2_array) - m4_array = C4_to_m4(C4_array, m2) - # print(C2_array, m4_array) - - # m2[m2 < 0] = 0 - # m4[m2 < 0] = 0 - # m4[m4 < 0] = 0 - - alpha = np.zeros_like(C2_array) - beta = np.zeros_like(C4_array) - - for i, (C2, m4) in enumerate(zip(C2_array, m4_array)): - - # print(C2, m4) - - for k, l in np.ndindex(beta[i].shape): - - if C2[k, l] <= 0: - beta[i, k, l] = 1 - continue - - f_beta = lambda beta: gamma(5/beta) * gamma(1/beta) / gamma(3/beta)**2 - 3 - m4[k, l] - - # if f_beta(.1) * f_beta(100) <= 0: - # print(f_beta(.1), f_beta(100)) - - # print(m4[k, l]) - # print(f_beta(.1), f_beta(10)) - - if f_beta(.1) > 0 and f_beta(10) > 0: - beta[i, k, l] = 10 - elif f_beta(.1) < 0 and f_beta(10) < 0: - beta[i, k, l] = .1 - else: - # print(f_beta(.1), f_beta(5), m4[k, l]) - beta[i, k, l] = bisect(f_beta, .1, 10) - - alpha[i] = np.sqrt(C2 * gamma(1/beta[i]) / gamma(3/beta[i])) - - idx_zero = C2 <= 0 - alpha[i, idx_zero] = 0 - - return j_array, C1_array, alpha, beta - - -def sample_p_leaders(p_exp, *gennorm_args): - - # normal args: - # 0 - beta / shape - # 1 - location - # 2 - alpha / scale - # 3 - array size - - # if gennorm_args[2] == 0: - # return (np.e ** gennorm_args[1] * np.ones(gennorm_args[3])) ** p_exp - - sim = (np.e ** gennorm.rvs(*gennorm_args)) ** p_exp - - idx_zero = gennorm_args[2] == 0 - - # print(gennorm_args[1][idx_zero][None, :].shape, sim[:, idx_zero].shape, - # np.ones_like(sim[:, idx_zero]).shape) - - sim[:, idx_zero] = (np.e ** gennorm_args[1][idx_zero][None, :] - * np.ones_like(sim[:, idx_zero])) ** p_exp - - return sim - - -def reject_coefs(wt_coefs, cm, p_exp, n_samples, alpha, verbose=False): - - j_array, location, scale, shape = get_location_scale_shape(cm) - - idx_reject = {} - samples_scale_j = None - - for j in range(j_array.max(), 0, -1): - - # idx = (j_array == j).squeeze() - # idx_below = (j_array == j-1).squeeze() - - # print(shape[idx].shape) - - idx = j-1 - idx_below = j-2 - - if samples_scale_j is None: - samples_scale_j = sample_p_leaders(p_exp, shape[idx], - location[idx], scale[idx], - (n_samples, *shape[idx].shape)) - - if j == 1: - diff_element = np.zeros((1, *shape[idx].shape)) - else: - samples_scales_below = [ - sample_p_leaders(p_exp, shape[idx_below], location[idx_below], - scale[idx_below], (n_samples, *shape[idx].shape)), - sample_p_leaders(p_exp, shape[idx_below], location[idx_below], - scale[idx_below], (n_samples, *shape[idx].shape)) - ] - diff_element = .5 * (samples_scales_below[0] - + samples_scales_below[1]) - - # N leaders = n_coefs - 2 - idx_reject[j] = np.zeros((*shape[idx].shape, wt_coefs.values[j].shape[0] - 2), dtype=bool) - - diff_samples = samples_scale_j - diff_element - - # print(samples_scale_j.mean(axis=0), samples_scale_j.std(axis=0)) - - for k, l in np.ndindex(shape[idx].shape): - - temp_diff = diff_samples[:, k, l] - - if j > 1: - temp_diff = temp_diff[temp_diff >= 0] - - # try: - # print(alpha / 2, 100 - alpha / 2) - ci = [np.percentile(temp_diff, alpha / 2), - np.percentile(temp_diff, 100 - (alpha / 2))] - - vals = np.abs(wt_coefs.values[j][:, l]) ** p_exp - - v = np.sum(np.stack([vals[:-2], vals[1:-1], vals[2:]], axis=1), - axis=1) - - check = (v < ci[0]) | (v > ci[1]) - - idx_reject[j][k, l] = check - - if j == 6 and verbose: - - print(scale[idx], shape[idx]) - - # print(v[check], ci[0], ci[1]) - - plt.figure() - plt.scatter(diff_element[:, -1, -1], samples_scale_j[:, -1, -1]) - - # vals = WT.wt_leaders.values[j-1] ** p - # lower_vals = 1/2 * np.sum(np.c_[ - # vals[:-3:2], - # vals[3::2] - # ], axis=1) - - # plt.scatter(lower_vals, WT.wt_leaders.values[j].squeeze() ** p) - - if verbose and j == 6: - plt.figure() - - sns.histplot({0: diff_samples[:, k, l], 1: v[~np.isnan(v) & (v > 0)]}, stat='percent', - log_scale=True, common_norm=False) - ylim = plt.ylim() - plt.vlines(ci, *ylim, color='k') - plt.ylim(*ylim) - - plt.figure() - plt.hist(v[v < .025]) - plt.show() - - samples_scale_j = samples_scales_below[0] - - return idx_reject - - -def iterate_analysis(WT, n_iter=10): - - lwt = mf_analysis([WT.wt_leaders], scaling_ranges=[(6, WT.wt_leaders.j2_eff() - 2)], n_cumul=4)[0] - - c_trace = np.zeros((4, n_iter+1)) - - c_trace[:, 0] = lwt.cumulants.log_cumulants.squeeze() - - for i in range(n_iter): - - idx_reject = reject_coefs(WT.wt_coefs, lwt.cumulants, 2, 1000000, - verbose=False) - new_leaders, _ = compute_leaders2(WT.wt_coefs, gamint=1, p_exp=2, j1=6, - j2_reg=12, idx_reject=idx_reject) - lwt = mf_analysis([new_leaders], - scaling_ranges=[(6, WT.wt_leaders.j2_eff() - 2)], - n_cumul=4)[0] - - c_trace[:, i+1] = lwt.cumulants.log_cumulants.squeeze() - - return c_trace, new_leaders, idx_reject, lwt diff --git a/pymultifracs/robust/__init__.py b/pymultifracs/robust/__init__.py new file mode 100644 index 0000000..72db4f6 --- /dev/null +++ b/pymultifracs/robust/__init__.py @@ -0,0 +1 @@ +from .robust import get_outliers \ No newline at end of file diff --git a/pymultifracs/robust/benchmark.py b/pymultifracs/robust/benchmark.py new file mode 100644 index 0000000..29cab71 --- /dev/null +++ b/pymultifracs/robust/benchmark.py @@ -0,0 +1,249 @@ +from pathlib import Path +from dataclasses import dataclass, field +from typing import Any, Callable + +import numpy as np +import pandas as pd + +from tqdm.auto import tqdm +from joblib import Parallel, delayed + +from .. import wavelet_analysis, mfa +from .robust import get_outliers +from ..simul.noisy import gen_noisy + + +def get_grid(param_grid): + + series = [ + pd.DataFrame({name: signal_param}) + for name, signal_param in param_grid.items()] + + out = series[0] + + for s in series[1:]: + out = out.merge(s, how='cross') + + return out + + +def get_fname(param): + + fname = Path('.') + + for param in param.values(): + + if isinstance(param, float): + fname /= f'{param:.2f}' + else: + fname /= str(param) + + fname /= 'signal' + + return fname.with_suffix('.npy') + + +@dataclass +class Benchmark: + signal_param_grid: dict[str, np.ndarray] + # noise_param_grid: dict[str, np.ndarray] + signal_func: Callable + # noise_gen_func: Callable + estimation_grid: dict[str, Callable] + WT_params: dict[str, Any] + # parameters_df: pd.DataFrame = field(init=False, default=None, repr=False) + results: pd.DataFrame = field(init=False, repr=False) + + def get_df_fnames(self): + + return Path('results.pkl') + + def generate_grids(self): + + signal_grid = get_grid(self.signal_param_grid) + # noise_grid = get_grid(self.noise_param_grid) + + return signal_grid#, noise_grid + + def load_df(self): + + results_fname = self.get_df_fnames() + # self.parameters_df = self.generate_grids() + + if results_fname.exists(): + self.results = pd.read_pickle(results_fname) + + def compute_benchmark(self, n_jobs=1, save=False): + + results = {} + + signal_grid = get_grid(self.signal_param_grid) + signal_names = signal_grid.columns + print(signal_names) + # signals, signal_names = self.load_generate_signals() + + def estimate_mf(signal, signal_params): + res = [] + WT = wavelet_analysis(signal, **self.WT_params) + for method, est_fun in self.estimation_grid.items(): + res.append((method, est_fun(WT))) + + return res, signal_params + + results = Parallel(n_jobs=n_jobs)( + delayed(estimate_mf)(*s) + for s in tqdm(self.signal_func(signal_grid), total=signal_grid.shape[0])) + + results = { + (method, *signal_params.values()): [estimate] + for res_list, signal_params in results + for method, estimate in res_list + } + + self.results = pd.DataFrame.from_dict(results).transpose() + + self.results.index.names = ['method', *signal_names] + self.results.columns = ['cumulants'] + + results_fname = self.get_df_fnames() + results_fname.parent.mkdir(parents=True, exist_ok=True) + + # df_c2 = self.results.cumulants.apply(lambda x: x.c2[0, :, 0]).explode() + # df_c1 = self.results.cumulants.apply(lambda x: x.c1[0, :, 0]).explode() + + # df_c2.name = 'c2' + # df_c1.name = 'c1' + + # self.results = pd.concat([df_c1, df_c2], axis=1) + # self.results.loc[:, 'repetition'] = self.results.groupby( + # self.results.index.names).transform('cumcount') + # self.results.set_index('repetition', append=True, inplace=True) + + self.results.to_pickle(results_fname) + + def plot(self): + pass + + +def estimate(gen_func, robust_cm=False, bootstrap_weight=False, + outlier_detect=False, alpha=1, generalized=False, + gen_func_kwargs=None, robust_kwargs=None): + + if gen_func_kwargs is None: + gen_func_kwargs = {} + + if robust_kwargs is None: + robust_kwargs = {} + + p_exp=2 + noisy_X = gen_func(**gen_func_kwargs) + + coefs = wavelet_analysis( + noisy_X.reshape(noisy_X.shape[0], -1), wt_name='db6') + + coefs = coefs.integrate(gamint=1) + + R = 1 + weighted = None + + if bootstrap_weight: + R = 25 + weighted = 'bootstrap' + + if outlier_detect: + + # try: + + _, idx_reject = get_outliers( + coefs, [(6, 11)], robust_cm=robust_cm, + generalized=generalized, + hilbert_weighted=False, **robust_kwargs) + + lwt = mfa(coefs.get_leaders(p_exp), scaling_ranges=[(6, 11)], + n_cumul=4, idx_reject=idx_reject, R=R, weighted=None) + + # except ValueError: + # return None + + else: + + try: + lwt = mfa( + coefs.get_leaders(p_exp), scaling_ranges=[(6, 11)], + robust=robust_cm, R=R, weighted=weighted, n_cumul=4, + robust_kwargs=robust_kwargs) + except ValueError: + return None + + return lwt + + +def gen_estimate(N, gen_func, SNRgrid, covgrid, align_scale, n_jobs=10, + n_rep=1, robust_cm=False, bootstrap_weight=False, + outlier_detect=False, lambd=None, generalized=False, + robust_kwargs=None): + + df_list = [] + + for rep in range(n_rep): + + signal, noise = gen_func(N=N, lambd=lambd) + + SNRlist = np.array_split(SNRgrid, n_jobs) + gen_func_kwargs = dict( + signal=signal, noise=noise, coverage=covgrid, + align_scale=align_scale, + ) + + cms = Parallel(n_jobs=n_jobs)( + delayed(estimate)( + gen_noisy, + robust_cm=robust_cm, bootstrap_weight=bootstrap_weight, + outlier_detect=outlier_detect, alpha=1.1, + generalized=generalized, + gen_func_kwargs={**gen_func_kwargs, 'SNR': snr}, + robust_kwargs=robust_kwargs) + for snr in SNRlist) + + # if outlier_detect: + + # c1_dfs = [ + # pd.DataFrame(cms[i][0].c1.squeeze().reshape(-1, covgrid.shape[0]), + # index=SNR, columns=covgrid) + # for i, SNR in enumerate(SNRlist) if cms[i] is not None] + # c2_dfs = [ + # pd.DataFrame(cms[i][0].c2.squeeze().reshape(-1, covgrid.shape[0]), + # index=SNR, columns=covgrid) + # for i, SNR in enumerate(SNRlist) if cms[i] is not None] + # # c3_dfs = [ + # # pd.DataFrame(cms[i][0].c3.squeeze().reshape(-1, covgrid.shape[0]), + # # index=SNR, columns=covgrid) + # # for i, SNR in enumerate(SNRlist)] + + c1_dfs = [ + pd.DataFrame(cms[i].cumulants.c1.squeeze().reshape(-1, covgrid.shape[0]), + index=SNR, columns=covgrid) + for i, SNR in enumerate(SNRlist) if cms[i] is not None] + c2_dfs = [ + pd.DataFrame(cms[i].cumulants.c2.squeeze().reshape(-1, covgrid.shape[0]), + index=SNR, columns=covgrid) + for i, SNR in enumerate(SNRlist) if cms[i] is not None] + # c3_dfs = [ + # pd.DataFrame(cms[i].c3.squeeze().reshape(-1, covgrid.shape[0]), + # index=SNR, columns=covgrid) + # for i, SNR in enumerate(SNRlist)] + + c1_df = pd.concat(c1_dfs).rename_axis( + columns='coverage', index=['SNR']) + c2_df = pd.concat(c2_dfs).rename_axis( + columns='coverage', index=['SNR']) + # c3_df = pd.concat(c3_dfs).rename_axis( + # columns='coverage', index=['SNR']) + + df = pd.concat([c1_df, c2_df], keys=['c1', 'c2'], axis=1, + names=['cumulant', 'coverage']) + + df_list.append(df) + + return pd.concat(df_list, axis=0, keys=np.arange(n_rep), + names=['rep', 'SNR']) diff --git a/pymultifracs/robust/hilbert.py b/pymultifracs/robust/hilbert.py new file mode 100644 index 0000000..1cd3191 --- /dev/null +++ b/pymultifracs/robust/hilbert.py @@ -0,0 +1,66 @@ +from numba import jit +import numpy as np +import ruptures as rpt + + +@jit(nopython=True) +def hilbert(a, b): + + norm = np.linalg.norm + + return np.log( + (1 + norm(b - a, ord=2) / norm(1 - a, ord=2)) + * (1 + norm(b-a, ord=2) / norm(1 - b, ord=2))) + + +@jit(nopython=True) +def w_hilbert(a, b, w): + + w = np.sqrt(w) + norm = np.linalg.norm + a = a * w + b = b * w + one = w + + return np.log( + (1 + norm(b - a, ord=2) / norm(one - a, ord=2)) + * (1 + norm(b-a, ord=2) / norm(one - b, ord=2))) + + +@jit(nopython=True) +def numba_mean(X, axis=None): + + if axis is None: + return np.mean(X) + + return np.sum(X, axis=axis) / X.shape[axis] + + +@jit(nopython=True) +def hilbert_cost(X, w): + + mu = np.exp(numba_mean(np.log(X), axis=0)) + + distance = np.zeros(X.shape[0]) + + for i in range(distance.shape[0]): + distance[i] = w_hilbert(X[i], mu, w) + + return np.sum(distance ** 2) + + +class HilbertCost(rpt.base.BaseCost): + model="" + min_size=2 + + def __init__(self, w=None): + self.w = w + + def fit(self, signal): + + self.signal = signal + return self + + def error(self, start, end): + + return hilbert_cost(self.signal[start:end], self.w) diff --git a/pymultifracs/robust/robust.py b/pymultifracs/robust/robust.py new file mode 100644 index 0000000..800ac67 --- /dev/null +++ b/pymultifracs/robust/robust.py @@ -0,0 +1,1177 @@ +import warnings +from math import ceil + +import numpy as np + +import matplotlib as mpl +import matplotlib.pyplot as plt +import seaborn as sns + +# from scipy.stats import gennorm +# from scipy import ndimage +from scipy import stats, special +import scipy.spatial.distance as distance +from scipy.optimize import bisect +# from scipy.special import gamma, erf, gammaincc + +# from tqdm.auto import tqdm +# import hdbscan +# import umap + +from ..utils import fast_power + + +# def _qn(a, c): +# """ +# Computes the Qn robust estimator of scale, a more efficient alternative +# to the MAD. The implementation follows the algorithm described in Croux +# and Rousseeuw (1992). +# Parameters +# ---------- +# a : array_like +# Input array. +# c : float, optional +# The normalization constant, used to get consistent estimates of the +# standard deviation at the normal distribution. Defined as +# 1/(np.sqrt(2) * scipy.stats.norm.ppf(5/8)), which is 2.219144. +# Returns +# ------- +# The Qn robust estimator of scale +# """ + +# n = a.shape[0] +# h = n/2 + 1 +# k = int(h * (h - 1) / 2) +# n_left = int(n * (n + 1) / 2) +# n_right = n * n +# k_new = k + n_left +# i, j, jh, l = [0] * 4 +# sump, sumq = 0, 0 +# trial, output = 0, 0 +# a_sorted = np.sort(a) +# left = np.array([n - i + 1 for i in range(0, n)], dtype=np.intc) +# right = np.array([n if i <= h else n - (i - h) for i in range(0, n)], dtype=np.intc) +# weights = np.zeros((n,), dtype=np.intc) +# work = np.zeros((n,), dtype=np.double) +# p = np.zeros((n,), dtype=np.intc) +# q = np.zeros((n,), dtype=np.intc) + +# while n_right - n_left > n: +# j = 0 +# for i in range(1, n): +# if left[i] <= right[i]: +# weights[j] = right[i] - left[i] + 1 +# jh = left[i] + weights[j] // 2 +# work[j] = a_sorted[i] - a_sorted[n - jh] +# j = j + 1 +# trial = _high_weighted_median(work[:j], weights[:j]) +# j = 0 +# for i in range(n - 1, -1, -1): +# while j < n and (a_sorted[i] - a_sorted[n - j - 1]) < trial: +# j = j + 1 +# p[i] = j +# j = n + 1 +# for i in range(n): +# while (a_sorted[i] - a_sorted[n - j + 1]) > trial: +# j = j - 1 +# q[i] = j +# sump = np.sum(p) +# sumq = np.sum(q) - n +# if k_new <= sump: +# right = np.copy(p) +# n_right = sump +# elif k_new > sumq: +# left = np.copy(q) +# n_left = sumq +# else: +# output = c * trial +# return output +# j = 0 +# for i in range(1, n): +# for l in range(left[i], right[i] + 1): +# work[j] = a_sorted[i] - a_sorted[n - l] +# j = j + 1 +# k_new = k_new - (n_left + 1) +# output = c * np.sort(work[:j])[k_new] +# return output + + +def compute_robust_cumulants(X, m_array, alpha=1): + + from statsmodels.robust.scale import qn_scale + from statsmodels.robust.norms import estimate_location, TukeyBiweight + from statsmodels.tools.validation import array_like, float_like + + # shape X (n_j, n_ranges, n_rep) + + n_j, n_range, n_rep = X.shape + moments = np.zeros((len(m_array), n_range, n_rep)) + values = np.zeros_like(moments) + + idx_unreliable = (~np.isnan(X)).sum(axis=0) < 3 + + # compute robust moments + for range, rep in np.ndindex(n_range, n_rep): + + if idx_unreliable[range, rep]: + values[:, range, rep] = np.nan + continue + + X_norm = X[~np.isinf(X[:, range, rep]) & ~np.isnan(X[:, range, rep]), range, rep] + + if X_norm.shape[0] > 10000: + values[:, range, rep] = np.nan + continue + + q_est = qn_scale(X_norm) + + if np.isclose(q_est, 0): + values[m_array == 1, range, rep] = np.median(X_norm, axis=0) + continue + + try: + m_est = estimate_location(X_norm, q_est, norm=TukeyBiweight(), + maxiter=1000) + except ValueError: + + if X_norm.shape[0] < 20: + values[:, range, rep] = np.nan + continue + + m_est = np.median(X_norm) + + X_norm -= m_est + X_norm /= q_est + + # X_norm -= X_norm.mean() + # X_norm /= X_norm.std() + + # print(X_norm.mean(), X_norm.std()) + + for ind_m, m in enumerate(m_array): + + decaying_factor = (alpha + * np.exp(-.5 * (alpha ** 2 - 1) * X_norm ** 2)) + + moments[ind_m, range, rep] = np.mean( + fast_power(alpha * X_norm, m) * decaying_factor, axis=0) + + if m == 1: + values[ind_m, range, rep] = m_est + elif m == 2: + values[ind_m, range, rep] = q_est ** 2 + else: + aux = 0 + + for ind_n, n in enumerate(np.arange(1, m)): + + if m_array[ind_m - ind_n - 1] > 2: + temp_moment = moments[ind_m - ind_n - 1, range, rep] + elif m_array[ind_m - ind_n - 1] == 2: + temp_moment = X_norm.var() + elif m_array[ind_m - ind_n - 1] == 1: + temp_moment = X_norm.mean() + + if m_array[ind_n] > 2: + temp_value = values[ind_n, range, rep] + elif m_array[ind_n] == 2: + temp_value = X_norm.var() + elif m_array[ind_n] == 1: + temp_value = X_norm.mean() + + aux += (special.binom(m-1, n-1) * temp_value * temp_moment) + + values[ind_m, :, rep] = moments[ind_m, range, rep] - aux + + return values + + +def C4_to_m4(C4, C2): + return C4 + 3 * C2 ** 2 + + +def C2_to_m2(C2): + return C2 + + +def get_location_scale(cm, fix_c2_slope=False): + + slope_c1 = cm.slope[0][None, :] + intercept_c1 = cm.intercept[0][None, :] + + slope_c2 = cm.slope[1][None, :] + intercept_c2 = cm.intercept[1][None, :] + + if fix_c2_slope and slope_c2 > 0: + slope_c2[:] = 0 + for k, range in enumerate(cm.scaling_ranges): + j_min = cm.j.min() + intercept_c2[:, k] = cm.C2[np.s_[range[0]-j_min:range[1]-j_min]].mean() + + j_array = np.arange(1, cm.j.max() + 1) + + C1_array = slope_c1 * j_array[:, None, None] + intercept_c1 + C2_array = slope_c2 * j_array[:, None, None] + intercept_c2 + + # Shape N_scales, N_scaling_ranges, N_signals + + return j_array, C1_array, C2_array + + +def get_location_scale_shape(cm, fix_c2_slope=False): + + slope_c1 = cm.slope[0][None, :] + intercept_c1 = cm.intercept[0][None, :] + + slope_c2 = cm.slope[1][None, :] + intercept_c2 = cm.intercept[1][None, :] + + if fix_c2_slope and slope_c2 > 0: + slope_c2[:] = 0 + for k, range in enumerate(cm.scaling_ranges): + j_min = cm.j.min() + intercept_c2[:, k] = cm.C2[np.s_[range[0]-j_min:range[1]-j_min]].mean() + + slope_c4 = cm.slope[3][None, :] + intercept_c4 = cm.intercept[3][None, :] + + j_array = np.arange(1, cm.j.max() + 1) + + C1_array = slope_c1 * j_array[:, None, None] + intercept_c1 + C2_array = slope_c2 * j_array[:, None, None] + intercept_c2 + C4_array = slope_c4 * j_array[:, None, None] + intercept_c4 + + m2 = C2_to_m2(C2_array) + m4_array = C4_to_m4(C4_array, m2) + # print(C2_array, m4_array) + + # m2[m2 < 0] = 0 + # m4[m2 < 0] = 0 + # m4[m4 < 0] = 0 + + alpha = np.zeros_like(C2_array) + beta = np.zeros_like(C4_array) + + for i, (C2, C4) in enumerate(zip(C2_array, C4_array)): + + # print(C2, m4) + + for k, l in np.ndindex(beta[i].shape): + + if C2[k, l] <= 0: + beta[i, k, l] = 1 + continue + + # f_beta = lambda beta: gamma(5/beta) * gamma(1/beta) / gamma(3/beta)**2 - 3 - m4[k, l] + f_beta = lambda beta: ( + special.gamma(5/beta) + * special.gamma(1/beta) + / special.gamma(3/beta)**2 + - 3 - C4[k, l]) + # f_beta = lambda beta: special.gamma(5/beta) * special.gamma(1/beta) / special.gamma(3/beta)**2 - 3 - C4[k, l] / C2[k, l] ** 2 + + if f_beta(.1) > 0 and f_beta(10) > 0: + + warnings.warn("Very high value of beta estimated") + beta[i, k, l] = 10 + + elif f_beta(.1) < 0 and f_beta(10) < 0: + + warnings.warn("Very low value of beta estimated") + beta[i, k, l] = .1 + + else: + beta[i, k, l] = bisect(f_beta, .1, 10) + + alpha[i] = np.sqrt(C2 * special.gamma(1/beta[i]) / special.gamma(3/beta[i])) + + idx_zero = (alpha < 0) | (np.isnan(alpha)) + alpha[idx_zero] = 0 + + idx_zero = beta < .1 + beta[idx_zero] = .1 + + return j_array, C1_array, alpha, beta + + +# def sample_p_leaders(p_exp, *gennorm_args): + +# # normal args: +# # 0 - beta / shape +# # 1 - location +# # 2 - alpha / scale +# # 3 - array size + +# # if gennorm_args[2] == 0: +# # return (np.e ** gennorm_args[1] * np.ones(gennorm_args[3])) ** p_exp + +# sim = (np.e ** gennorm.rvs(*gennorm_args)) ** p_exp + +# idx_zero = gennorm_args[2] == 0 + +# # print(gennorm_args[1][idx_zero][None, :].shape, sim[:, idx_zero].shape, +# # np.ones_like(sim[:, idx_zero]).shape) + +# sim[:, idx_zero] = (np.e ** gennorm_args[1][idx_zero][None, :] +# * np.ones_like(sim[:, idx_zero])) ** p_exp + +# return sim + + +# def sample_reject(k, l, j2, min_scale, p_exp, shape, location, scale, n_samples, +# wt_coefs, alpha, previous_reject, max_reject_share, verbose): + +# # if scale[idx, k, l] == 0: +# # continue # Already initialized at zero + +# samples_scale_j = None + +# # N leaders = n_coefs - 2 +# idx_reject = {} + +# for j in range(j2, min_scale-1, -1): + +# idx = j-1 +# idx_below = j-2 + +# # if samples_scale_j is None: +# samples_scale_j = sample_p_leaders(p_exp, shape[idx], +# location[idx], scale[idx], +# (n_samples, *shape[idx].shape)) + +# if j == 1: +# # diff_element = np.zeros((1, *shape[idx].shape)) +# diff_element = 0 +# else: +# samples_scales_below = [ +# sample_p_leaders(p_exp, shape[idx_below], location[idx_below], scale[idx_below], (n_samples)), +# sample_p_leaders(p_exp, shape[idx_below], location[idx_below], scale[idx_below], (n_samples)) +# ] +# diff_element = .5 * (samples_scales_below[0] +# + samples_scales_below[1]) + +# # N leaders = n_coefs - 2 +# idx_reject[j] = np.zeros((*shape[idx].shape, wt_coefs.values[j].shape[0] - 2), dtype=bool) + +# diff_samples = samples_scale_j - diff_element + +# # print(samples_scale_j.mean(axis=0), samples_scale_j.std(axis=0)) + +# # temp_diff = diff_sample + +# if j > 1: +# diff_samples = diff_samples[diff_samples >= 0] + +# # print(f"{j}, {temp_diff.shape=}") + +# # try: +# # print(alpha / 2, 100 - alpha / 2) +# ci = [np.percentile(diff_samples, (alpha / 2 ** (1))), +# np.percentile(diff_samples, 100 - (alpha / 2 ** (1)))] + +# vals = np.abs(wt_coefs.values[j][:, l]) ** p_exp + +# v = np.sum(np.stack([vals[:-2], vals[1:-1], vals[2:]], axis=1), +# axis=1) + +# check = ((v < ci[0]) | (v > ci[1])) & ~(np.isnan(v)) + +# if previous_reject is not None: +# prev = previous_reject[j][k, l] +# else: +# prev = np.zeros_like(check, dtype=bool) + +# prev_kept = check & prev +# nan = np.isnan(v) +# N_available = check.shape[0] - (prev_kept|nan).sum() + +# N_new_remove = (check&~prev&~nan).sum() +# Max_new_reject = int(np.ceil(max_reject_share * N_available)) + +# # print(N_new_remove, Max_new_reject) + +# if N_new_remove > Max_new_reject + 1: + +# # pseudo_quantiles = np.argsort(temp_diff) / temp_diff.shape[0] +# combined_quantiles = np.argsort(np.argsort(np.r_[diff_samples, v])) / (diff_samples.shape[0] + v.shape[0]) + +# combined_quantiles = 2 * abs(combined_quantiles - .5) + +# # Same shape as v, associates to every element its position in the sorted set of quantiles of {temp_diff U v} +# # Small values are associated to more extreme quantiles +# idx_v = np.arange(diff_samples.shape[0], combined_quantiles.shape[0]) + +# # Set quantiles from carried over rejected values to zero so they +# # Don't appear at the end of the sorted array +# combined_quantiles[idx_v][prev_kept] = 0 + +# order_v = np.argsort(combined_quantiles[idx_v]) + +# # Renormalize order_v values from [0, N_v + N_tempdiff[ to [0, N_v] +# # order_v = np.argsort(np.argsort(order_v)) + +# # Nans end up at the end of the argsorted array so need to remove them +# N_nans = np.isnan(v).sum() + +# # Remove only first [(1-alpha) * N] highest quantile observations +# check[:] = False +# check[order_v[-Max_new_reject-N_nans-1:-N_nans]] = True + +# # Add previously rejected values still kept in +# check |= prev_kept + +# idx_reject[j] = check + +# if j == 12 and verbose: + +# print(scale[idx], shape[idx]) + +# # print(v[check], ci[0], ci[1]) + +# plt.figure() +# plt.scatter(diff_element, samples_scale_j) +# plt.show() + +# # vals = WT.wt_leaders.values[j-1] ** p +# # lower_vals = 1/2 * np.sum(np.c_[ +# # vals[:-3:2], +# # vals[3::2] +# # ], axis=1) + +# # plt.scatter(lower_vals, WT.wt_leaders.values[j].squeeze() ** p) + +# if verbose and j == 12: +# plt.figure() + +# sns.histplot({0: diff_samples[~np.isinf(diff_samples)], 1: v[~np.isnan(v) & (v > 0)]}, stat='percent', +# log_scale=True, common_norm=False) +# ylim = plt.ylim() +# plt.vlines(ci, *ylim, color='k') +# plt.ylim(*ylim) +# plt.show() + +# plt.figure() +# plt.hist(v[v < .025]) +# plt.show() + +# return {(k, l): idx_reject} + + +# def reject_coefs(wt_coefs, cm, p_exp, n_samples, alpha, converged, error, +# fix_c2_slope=False, previous_reject=None, verbose=False, +# max_reject_share=None, min_scale=0, n_jobs=1, ): + +# if max_reject_share is None: +# max_reject_share = 1 - alpha + +# j_array, location, scale, shape = get_location_scale_shape(cm) + +# idx_reject = {} +# samples_scale_j = None + +# j2 = j_array.max() + +# for k, l in np.ndindex(location.shape[1:]): +# if not (converged[k, l] or error[k, l]): + +# try: + +# idx_reject |= sample_reject( +# k, l, j2, min_scale, p_exp, shape[:, k, l], location[:, k, l], scale[:, k, l], n_samples, +# wt_coefs, alpha, previous_reject, max_reject_share, verbose) +# except Exception: +# idx_reject[(k, l)] = None +# error[k, l] = True + +# else: +# idx_reject[(k, l)] = None + +# out = {} + +# for scale in range(min_scale, j2+1): + +# out[scale] = np.zeros((*location.shape[1:], wt_coefs.values[scale].shape[0] - 2), dtype=bool) +# for k, l in np.ndindex(location.shape[1:]): +# if not (converged[k, l] or error[k, l]): +# out[scale][k, l] = idx_reject[(k, l)][scale] + +# return out, error + + +# def iterate_analysis(WT, n_iter=10): + +# lwt = mf_analysis([WT.wt_leaders], scaling_ranges=[(6, WT.wt_leaders.j2_eff() - 2)], n_cumul=4)[0] + +# c_trace = np.zeros((4, n_iter+1)) + +# c_trace[:, 0] = lwt.cumulants.log_cumulants.squeeze() + +# for i in range(n_iter): + +# idx_reject = reject_coefs(WT.wt_coefs, lwt.cumulants, 2, 1000000, +# verbose=False) +# new_leaders, _ = compute_leaders2(WT.wt_coefs, gamint=1, p_exp=2, j1=6, +# j2_reg=12, idx_reject=idx_reject) +# lwt = mf_analysis([new_leaders], +# scaling_ranges=[(6, WT.wt_leaders.j2_eff() - 2)], +# n_cumul=4)[0] + +# c_trace[:, i+1] = lwt.cumulants.log_cumulants.squeeze() + +# return c_trace, new_leaders, idx_reject, lwt + + +# def compute_aggregate(cdf, j1, j2, leader=False): + +# out = {} + +# for j in range(j1, j2+1): + +# out[j] = cdf[j] + +# for k in range(j1, j): + +# # print(j, k, np.nanmax(out[k])) +# # out[k] = np.r_['-1, 4, 0', out[k][1::2], out[k][:-1:2]].max(axis=-1) + +# if leader: +# # out[k] = (np.r_['-1, 4, 0', out[k][1::2], out[k][:-1:2]] ** 2 / 2).sum(axis=-1) +# out[k] = np.sqrt((np.r_['-1, 4, 0', out[k][1::2], out[k][:-1:2]]).prod(axis=-1)) +# else: +# out[k] = (np.r_['-1, 4, 0', out[k][1::2], out[k][:-1:2]]).max(axis=-1) + +# # print(k, np.nanmax(out[k])) + +# # if j > j1: +# # print(out[j-1][-10:,0, 0]) + +# for j in range(j1, j2+1): +# if not leader: +# out[j] **= 2 ** ((j2-j)) + +# out = np.array([*out.values()]).swapaxes(0, 1) +# idx_nan = np.isnan(out).any(axis=(1, 2, 3)) + +# return out + + +# def compute_all_aggregate(CDF, j1, j2, leader=False): + +# Agg = { +# j: compute_aggregate(CDF, j1, j, leader) for j in range(j1, j2+1) +# } + +# N = int((j2 - (j1) + 1) * (2 + j2 - (j1)) / 2) +# agg = np.zeros((Agg[j2].shape[0] * 2 ** (j2 - j1), N, *CDF[j1].shape[1:])) + +# # agg shape N_coef, N_aggregates, N_ranges, N_signals +# # N_coef is determined by the upsampled number of coefficients + +# end = 0 + +# for j in range(min(Agg), j2+1): + +# start = end +# end = int((j - j1 + 1) * (2 + j - j1) / 2) + +# # cutting extraneous coefficients +# agg[:, start:end] = np.repeat(Agg[j], 2 ** (j - j1), axis=0)[:agg.shape[0]] + +# return agg + + +# def inv_log_gamma_cdf(x, window_size): +# out = gammaincc(window_size, -window_size * np.log(x)) + +# if np.isclose(out, 1).any(): +# print('a') + +# return out + + +# def filter_gmean(input_line, output_line, window_size): + +# if window_size == 1: +# output_line[:] = input_line + +# else: +# output_line[:] = np.nan +# output_line[:] = stats.mstats.gmean( +# np.lib.stride_tricks.sliding_window_view(input_line, window_size), axis=1) +# output_line[:] = inv_log_gamma_cdf(output_line, window_size) + + +# def compute_all_aggregate2(CDF, j1, j2): + +# N = int((j2 - (j1) + 1) * (2 + j2 - (j1)) / 2) +# agg = np.zeros((CDF[j2].shape[0] * 2 ** (j2 - j1), N, *CDF[j1].shape[1:])) + +# acc = 0 +# for j in range(j1, j2+1): + +# for i in range(j2-j + 1): + +# agg[:, acc] = np.repeat(ndimage.generic_filter1d( +# CDF[j], filter_gmean, 2**i, 0, mode='constant', cval=np.nan, +# extra_arguments=(2 ** i,), origin=0), 2 ** (j - j1), axis=0)[:agg.shape[0]] + +# acc += 1 + +# # agg shape N_coef, N_aggregates, N_ranges, N_signals +# # N_coef is determined by the upsampled number of coefficients + +# return agg + + +# def compute_all_aggregate3(CDF, j1, j2, leader=False): + +# Agg = { +# j: compute_aggregate(CDF, j, j, leader) for j in range(j1, j2+1) +# } + +# # N = int((j2 - (j1) + 1) * (2 + j2 - (j1)) / 2) +# agg = np.zeros((Agg[j2].shape[0] * 2 ** (j2 - j1), j2-j1+1, *CDF[j1].shape[1:])) + +# # agg shape N_coef, N_aggregates, N_ranges, N_signals +# # N_coef is determined by the upsampled number of coefficients + +# end = 0 + +# for i, j in enumerate(range(min(Agg), j2+1)): + +# # start = end +# # end = int((j - j1 + 1) * (2 + j - j1) / 2) + +# # cutting extraneous coefficients +# agg[:, i] = np.repeat(Agg[j][:, 0], 2 ** (j - j1), axis=0)[:agg.shape[0]] + +# return agg + + +def plot_cdf(cdf, j1, j2, ax=None, vmin=None, vmax=None, + leader_idx_correction=True, pval=False, cbar=True, figsize=(2.5, 1), + gamma=.3, nan_idx=None, signal_idx=0, range_idx=0): + + min_all = min([np.nanmin(np.abs(cdf[s])) for s in range(j1, j2+1) if s in cdf]) + + if vmax is None: + vmax = max([np.nanmax(cdf[s]) for s in range(j1, j2+1) if s in cdf]) + if vmin is None: + vmin = min_all + + if ax is None: + fig, ax = plt.subplots(1, 1, figsize=figsize, layout='constrained') + + # norm = PowerNorm(vmin=vmin, vmax=vmax, gamma=gamma) + + cmap = mpl.cm.get_cmap('inferno').copy() + cmap.set_bad('grey') + + for i, scale in enumerate(range(j1, j2 + 1)): + + if scale not in cdf: + continue + + temp = cdf[scale][:, signal_idx, range_idx] + # temp = np.exp(abs(temp - .5) ** 2) + + X = ((np.arange(temp.shape[0] + 1)) + * (2 ** (scale - j1 + 1))) + X = np.tile(X[:, None], (1, 2)) + + C = np.copy(temp[:, None]) + + if pval: + C = -np.log(C) + + Y = np.ones(X.shape[0]) * scale + Y = np.stack([Y - .5, Y + .5]).transpose() + + qm = ax.pcolormesh(X, Y, C, cmap=cmap, rasterized=True) + + if nan_idx is not None: + idx = np.unique(np.r_[nan_idx[scale], nan_idx[scale] + 1]) + + segments = np.split(idx, np.where(np.diff(idx) != 1)[0] + 1) + + for seg in segments: + + if len(seg) == 0: + continue + + ax.pcolormesh( + X[seg[[0, -1]]], Y[seg[[0, -1]]], C[[0]], alpha=1, + edgecolor='xkcd:blue') + + ax.set(ylim=(j1-.5, j2+.5), yticks=range(j1, j2+1), + xlabel='shift $k$', ylabel='scale $j$', facecolor='grey', + xlim=(0, cdf[j1].shape[0]*2)) + + ax.tick_params(which='minor', left=True, right=False, top=False, color='w') + ax.yaxis.set_minor_locator(mpl.ticker.IndexLocator(base=1, offset=.5)) + ax.tick_params(which='major', right=False, top=False, color='w') + + # ax.set_yticks(range(j1, j2+1)) + # ax.set_xlabel('shift') + # ax.set_ylabel('scale') + # ax.set_facecolor('grey') + + if cbar: + # formatter = mpl.ticker.LogFormatterSciNotation(labelOnlyBase=False, minor_thresholds=(np.inf, np.inf)) + # formatter = mpl.ticker.LogFormatterSciNotation(labelOnlyBase=False, minor_thresholds=(np.inf, np.inf)) + locator = mpl.ticker.MaxNLocator(4, symmetric=False) + cb = plt.colorbar(qm, ax=ax, ticks=locator, fraction=.1, aspect=8) + # plt.colorbar(qm, ax=ax es[0], ticks=locator, aspect=1) + cb.ax.tick_params(which='major', size=3) + cb.ax.tick_params(which='minor', right=False) + + +# def cluster_reject_leaders(j1, j2, p_exp, cm, coefs, leaders, verbose, +# generalized=False): + +# ZPJCorr = leaders.correct_pleaders(cm.j.min(), cm.j.max()) +# ZPJCorr = np.log(ZPJCorr).transpose(2, 0, 1) + +# if generalized: + +# j_array, C1_array, scale, shape = get_location_scale_shape(cm) + +# CDF = { +# j: gen_cdf( +# np.log(leaders.values[j][:, None]), +# C1_array[j_array == j] - ZPJCorr[j_array==j], +# scale[j_array==j], shape[j_array==j]) +# for j in range(j1, j2+1) +# } + +# else: +# j_array, C1_array, C2_array = get_location_scale(cm) + +# CDF = { +# j: normal_cdf( +# np.log(leaders.values[j][:, None]), +# C1_array[j_array == j] - ZPJCorr[j_array==j], +# np.sqrt(C2_array[j_array == j]), +# p=1) +# for j in range(j1, j2+1) +# } + +# if verbose: +# plt.figure() +# plot_cdf(CDF, j1, j2, pval=False) + +# idx_reject = { +# j: np.zeros_like(CDF[j], dtype=bool) for j in range(j1, j2+1) +# } + +# agg = compute_all_aggregate(CDF, j1, j2, leader=True) + +# # mask_nan = np.isnan(agg[:, :agg.shape[1] // 2, 0, 0]).any(axis=1) +# mask_nan = np.isnan(agg[:, :, 0, 0]).any(axis=1) + +# clusterer = hdbscan.HDBSCAN( +# cluster_selection_epsilon=5, metric='euclidean', +# min_cluster_size=(~mask_nan).sum() // 2 + 1, +# min_samples=1, cluster_selection_method='eom', +# allow_single_cluster=True, gen_min_span_tree=verbose, +# algorithm='boruvka_balltree') + +# # clusterer = hdbscan.HDBSCAN( +# # cluster_selection_epsilon=.9, metric='minkowski', min_cluster_size=1920, +# # min_samples=1, +# # cluster_selection_method='eom', p=2, +# # allow_single_cluster=True, gen_min_span_tree=verbose) + +# for idx_signal, idx_range in tqdm(np.ndindex(CDF[j1].shape[1:])): + +# standard_embedding = umap.UMAP( +# n_components=j2-j1, +# n_neighbors=20, +# metric='manhattan', +# n_epochs=10000, +# set_op_mix_ratio=.5, +# min_dist=0, +# # ).fit_transform(agg[~mask_nan, :agg.shape[1] // 2, idx_signal, idx_range]) +# ).fit_transform(agg[~mask_nan, :, idx_signal, idx_range]) + +# if verbose: +# plt.figure() +# N = (~mask_nan).sum() +# cmap = sns.color_palette('inferno', as_cmap=True) +# ax = sns.scatterplot( +# x=standard_embedding[:, 0], y=standard_embedding[:, 1], +# s=30, color=cmap(np.arange(N)/N), legend=False) +# ax.set(xlabel='1st embedding dimension', +# ylabel='2nd embedding dimension', +# title='UMAP embedding') + +# p = clusterer.fit_predict(standard_embedding) + +# # p = clusterer.fit_predict(agg[~mask_nan, :28, idx_signal, idx_range]) + +# if verbose and idx_signal == 0 and idx_range == 0: +# plt.figure() +# sns.histplot(clusterer.minimum_spanning_tree_.to_pandas().distance.values, log=True) + +# # First slice to mask_nan shape, which correspond to the +# idx_reject[j1][:mask_nan.shape[0]][~mask_nan, idx_signal, idx_range] = p == -1 + +# # if verbose: + +# # print(agg[~idx_reject[j1][:mask_nan.shape[0], 0, 0]].shape) + +# # standard_embedding = umap.UMAP( +# # n_components=j2-j1, #agg.shape[1], +# # n_neighbors=20, +# # metric='manhattan', +# # n_epochs=100, +# # set_op_mix_ratio=.5, +# # min_dist=0, +# # # ).fit_transform(agg[~mask_nan, :agg.shape[1] // 2, idx_signal, idx_range]) +# # ).fit_transform(agg[~(idx_reject[j1][:mask_nan.shape[0], idx_signal, idx_range] | mask_nan), :, idx_signal, idx_range]) + +# # plt.figure() +# # N = (~mask_nan).sum() +# # cmap = sns.color_palette('inferno', as_cmap=True) +# # ax = sns.scatterplot(x=standard_embedding[:, 0], y=standard_embedding[:, 1], +# # s=30, legend=False) +# # ax.set(xlabel='1st embedding dimension', ylabel='2nd embedding dimension', title='UMAP embedding') + +# # p = clusterer.fit_predict(standard_embedding) + +# # # p = clusterer.fit_predict(agg[~mask_nan, :28, idx_signal, idx_range]) + +# # if verbose and idx_signal == 0 and idx_range == 0: +# # plt.figure() +# # sns.histplot(clusterer.minimum_spanning_tree_.to_pandas().distance.values, log=True) + +# return idx_reject + + +# def normal_cdf(x, mu, sigma, p): +# return .5 * (1 + erf((x - p * mu) / (p * sigma * np.sqrt(2)))) + + +from scipy import stats, special + + +def gen_cdf(x, mu, alpha, beta): + return ( + .5 + np.sign(x - mu) / 2 + * special.gammainc(1/beta, (np.abs(x - mu) / alpha) ** beta)) + + +def normal_cdf(x, mu, sigma, p): + return .5 * (1 + special.erf((x - p * mu) / (p * sigma * np.sqrt(2)))) + + +def compute_aggregate(CDF, j1, j2): + + max_index = CDF[j2].shape[0] * 2 ** (j2 - j1) + agg = np.zeros((max_index, j2-j1+1, *CDF[j1].shape[1:])) + + agg[:, 0] = CDF[j1][:max_index] + + i = 0 + for n in range(1, j2-j1+1): + + xp = np.arange(CDF[j1+n].shape[0]) + .5 + step = 2 ** -n + x = np.linspace( + 0+step/2, CDF[j1+n].shape[0]-step/2, + num=CDF[j1+n].shape[0] * 2 ** n) + + for idx_signal, idx_range in np.ndindex(CDF[j1].shape[1:]): + + # x = np.sort(np.r_[*[xp - 2 ** -n + i * 2 ** (-n+1) for k in range(2 ** n)]] + agg[:, n, idx_signal, idx_range] = np.interp( + x, xp, CDF[j1+n][:, idx_signal, idx_range])[:max_index] + + return agg + + +def cluster_reject_leaders(j1, j2, cm, leaders, pelt_beta, verbose=False, + generalized=False, pelt_jump=1, threshold=2.5, + hilbert_weighted=False): + + from .hilbert import HilbertCost, w_hilbert + import ruptures as rpt + + # ZPJCorr = leaders.correct_pleaders(cm.j.min(), cm.j.max()) + idx_j = np.s_[cm.j.min() - min(leaders.values): + cm.j.max() - min(leaders.values) + 1] + ZPJCorr = leaders.correct_pleaders()[..., idx_j] + ZPJCorr = np.log(ZPJCorr).transpose(2, 0, 1) + + if generalized: + + j_array, C1_array, scale, shape = get_location_scale_shape(cm) + + CDF = { + j: gen_cdf( + np.log(leaders.values[j][:, None]), + C1_array[j_array == j] - ZPJCorr[j_array==j], + scale[j_array==j], shape[j_array==j]) + for j in range(j1, j2+1) + } + + else: + j_array, C1_array, scale = get_location_scale(cm) + + CDF = { + j: normal_cdf( + np.log(leaders.values[j][:, None]), + C1_array[j_array == j] - ZPJCorr[j_array==j], + np.sqrt(scale[j_array == j]), + p=1) + for j in range(j1, j2+1) + } + + skip_scales = {} + + for idx_range, idx_signal in np.ndindex(CDF[j1].shape[1:]): + + skip_scales[(idx_range, idx_signal)] = [ + j for j in range(j1, j2+1) + if scale[j_array == j, idx_range, idx_signal] <= 0] + + if verbose: + plt.figure() + plot_cdf(CDF, j1, j2, pval=False) + + idx_reject = { + j: np.zeros_like(CDF[j], dtype=bool) for j in CDF + # j: np.zeros((CDF[j].shape[0], CDF[j].shape[2]), dtype=bool) + for j in CDF + } + + agg = compute_aggregate(CDF, j1, j2) + # max_index = agg.shape[0] + + # max_index = CDF[j2].shape[0] * 2 ** (j2 - j1) + + for idx_range, idx_signal in np.ndindex(CDF[j1].shape[1:]): + + mask_nan_global = np.isnan(agg[:, :, idx_range, idx_signal]).any(axis=1) + + w = np.r_[ + [-np.sum((pk * np.log(pk))[pk != 0]) + for pk + in agg[~mask_nan_global, :, idx_range, idx_signal].transpose()] + ] + + if not hilbert_weighted: + w = np.ones_like(w) + + if len(skip_scales) > 0: + for scale in skip_scales[(idx_range, idx_signal)]: + w[scale-j1] = 0 + + w /= w.sum() + w *= w.shape[0] + + if verbose: + print(f'{w=}') + + pelt = rpt.Pelt(custom_cost=HilbertCost(w=w), jump=pelt_jump) + + result = [0] + pelt.fit_predict( + agg[~mask_nan_global, :, idx_range, idx_signal], pelt_beta) + result[-1] -= 1 + + if verbose: + rpt.display(agg[~mask_nan_global, 0, 0, 0], [], result, figsize=(7, 2)) + kernel_matrix = distance.squareform(distance.pdist( + agg[~mask_nan_global, :, 0, 0], metric=w_hilbert, w=w)) + plt.show() + sns.heatmap(kernel_matrix) + plt.vlines(result, 0, max(result)) + plt.show() + + reachable_index = np.arange(agg.shape[0])[~mask_nan_global] + result_j = [reachable_index[r] for r in result] + result_j[-1] += 1 + + N_bins = ceil(1.5 * agg[~mask_nan_global].shape[0] ** (1/3)) + + for j in range(agg.shape[1]): + + # skip this scale because it does not contain relevant information + if j+j1 in skip_scales[(idx_range, idx_signal)]: + continue + + stat = [] + median = [] + + # mask_nan = np.isnan(agg[:, j, idx_signal, idx_range]) + + samples = [] + + for i in range(len(result) - 1): + samples.append( + agg[:, j, idx_range, idx_signal][ + result_j[i]:result_j[i+1]]) + + if len(samples) == 1: + continue + + right_edge = np.nanmax(agg[:, j, idx_range, idx_signal]) + # bins = np.sort( + # np.r_[1, 1-np.geomspace(1 - right_edge, 1, N_bins-1)]) + + for i in range(len(samples)): + + samp = samples[i] + + # python >= 3.11 + # other_samples = np.r_[*samples[:i], *samples[i+1:]] + other_samples = np.concatenate((*samples[:i], *samples[i+1:])) + + # bins = np.linspace(0, 1, N_bins) + # samp_hist, _ = np.histogram(samp, bins=bins) + # other_hist, _ = np.histogram(other_samples, bins=bins) + + # samp_hist = samp_hist / samp_hist.sum() + # other_hist = other_hist / other_hist.sum() + + # stat.append(special.kl_div(samp_hist, other_hist).sum()) + stat.append(stats.wasserstein_distance( + -np.log(1 - samp), + # python >= 3.11 + # -np.log(1 - np.r_[*samples[:i], *samples[i+1:]]))) + -np.log(1 - other_samples))) + # stat.append(spatial.distance.jensenshannon(samp_hist, other_hist)) + median.append(np.median(samp)) + + # threshold = 2 ** (j / 4) * 1.25 + outlier_idx = np.arange(len(stat))[ + (np.array(stat) > threshold) & (np.array(median) > .75)] + + # mask = np.zeros(idx_reject[j1+j].shape[0], dtype=bool) + + # mask_nan = np.isnan(CDF[j1+j][:, idx_range, idx_signal]) + + # annoyingly, masking returns a view + # accessible_indices = np.arange(mask.shape[0])[~mask_nan_global] + + for idx in outlier_idx: + + # sl = accessible_indices[result[idx] // (2 ** (j)):result[idx+1] // (2 ** (j))+1] + # mask[sl] = True + + idx_reject[j1+j][ + result_j[idx] // (2 ** (j)): + result_j[idx+1] // (2 ** (j))+1, + idx_range, idx_signal] = True + + for jj in range(j): + idx_reject[j1+jj][ + result_j[idx] // (2 ** (jj)): + result_j[idx+1] // (2 ** (jj))+1, + idx_range, idx_signal] = True + + if verbose: + print(stat) + + return idx_reject + + +def get_outliers(wt_coefs, scaling_ranges, pelt_beta, threshold, pelt_jump=1, + robust_cm=False, verbose=False, generalized=False): + """Detect outliers in a signal. + + Parameters + ---------- + wt_coefs : WaveletDec + Input coefficients of the signal with outliers. + scaling_ranges : list[tuple[int, int]] + List of pairs of (j1, j2) ranges of scales for the linear regressions. + pelt_beta : float + Regularization parameter for the PELT segmentation. + threshold : float + Wasserstein distance threshold to indentify a segment as outlier. + pelt_jump : int + Optional, PELT algorithm checks segmentations every `pelt_jump` point. + robust_cm : bool + Whether to use robust cumulants in the detection. + generalized : bool + Whether to use the exponential power distribution model instead of + the normal distribution for the log 1-leaders in the detection. + verbose : bool, optional + Display figures outlining the detection process. If multiple signals + are being processed, will only show figures for the first signal. + + Returns + ------- + leaders : WaveletLeader + Wavelet 1-leaders used in the analysis. + idx_reject : dict[int, ndarray] + Dictionary associating to each scale the boolean mask of indices to + reject. + + See Also + -------- + mfa : Can be fed the output ``idx_reject``. + """ + + from .. import mfa + + p_exp = 1 + n_cumul = 4 if generalized else 2 + + leaders = wt_coefs.get_leaders(p_exp, 1, 1) + + lwt = mfa(leaders, scaling_ranges=scaling_ranges, n_cumul=n_cumul, + robust=robust_cm) + + j2 = max(sr[1] for sr in scaling_ranges) + min_scale = min(sr[0] for sr in scaling_ranges) + + if verbose: + lwt.cumulants.plot(j1=4, nrow=4, figsize=(3.3, 4), n_cumul=4) + plt.show() + + idx_reject = cluster_reject_leaders( + min_scale, j2, lwt.cumulants, leaders, verbose=verbose, + generalized=generalized, pelt_beta=pelt_beta, pelt_jump=pelt_jump, + threshold=threshold) + + for j in range(min(idx_reject), max(idx_reject)): + + right_reject = idx_reject[j][1::2] + left_reject = idx_reject[j][:right_reject.shape[0] * 2:2] + + combined = (left_reject | right_reject)[:idx_reject[j+1].shape[0]] + idx_reject[j+1][combined] = True + + for j in range(min(idx_reject), max(idx_reject)+1): + + for k in range(3): + + start = k + end = -3 + k + + idx_reject[j][3:] |= idx_reject[j][start:end] + + for k in range(3): + + start = k+1 + end = -2 + k + if not end: + end = None + + idx_reject[j][:-3] |= idx_reject[j][start:end] + + if verbose: + + idx_reject_pos = { + scale: np.arange(idx_reject[scale].shape[0])[idx_reject[scale][:, 0, 0]] + for scale in idx_reject + } + + leaders.plot(min_scale, j2, nan_idx=idx_reject_pos) + + plt.figure() + plt.plot(idx_reject[min_scale][:, 0, 0]) + + return leaders, idx_reject diff --git a/pymultifracs/scalingfunction.py b/pymultifracs/scalingfunction.py new file mode 100644 index 0000000..c077ac6 --- /dev/null +++ b/pymultifracs/scalingfunction.py @@ -0,0 +1,823 @@ +from typing import Any +from dataclasses import dataclass, field, InitVar +import inspect + +import numpy as np +from scipy import special + +import matplotlib.pyplot as plt + +# from .multiresquantity import WaveletDec +from .regression import prepare_weights, prepare_regression, \ + linear_regression, compute_R2 +from .autorange import compute_Lambda, compute_R, find_max_lambda +from .utils import fast_power, mask_reject, isclose, fixednansum, \ + AbstractDataclass +from . import multiresquantity, viz, robust + + +@dataclass(kw_only=True) +class AbstractScalingFunction(AbstractDataclass): + scaling_ranges: list[tuple[int]] + idx_reject: InitVar[dict[int, np.ndarray] | None] = None + weighted: str | None = None + n_sig: int = field(init=False) + j: np.ndarray = field(init=False) + formalism: str = field(init=False) + nj: dict[int, np.ndarray] = field(init=False, repr=False) + values: np.ndarray = field(init=False, repr=False) + slope: np.ndarray = field(init=False, repr=False) + intercept: np.ndarray = field(init=False, repr=False) + weights: np.ndarray = field(init=False) + + @classmethod + def _from_dict(cls, d): + r"""Method to instanciate a dataclass by passing a dictionary with + extra keywords + + Parameters + ---------- + d : dict + Dictionary containing at least all the parameters required by + __init__, but can also contain other parameters, which will be + ignored + + Returns + ------- + MultiResolutionQuantityBase + Properly initialized multi resolution quantity + + Notes + ----- + .. note:: Normally, dataclasses can only be instantiated by only + specifiying parameters expected by the automatically + generated __init__ method. + Using this method instead allows us to discard extraneous + parameters, similarly to introducing a \*\*kwargs parameter. + """ + return cls(**{ + k: v for k, v in d.items() + if k in inspect.signature(cls).parameters + }) + + def get_nj_interv(self, j_min, j_max): + return self.nj[j_min-min(self.j):j_max-min(self.j)+1] + + def _get_j_min_max(self): + + j_min = min([sr[0] for sr in self.scaling_ranges]) + j_max = max([sr[1] for sr in self.scaling_ranges]) + + return j_min, j_max + + def __getattr__(self, name): + + if name == 'n_rep': + return self.intercept.shape[-1] + + if (super_attr := super().__getattr__(name)) is not None: + return super_attr + + return self.__getattribute__(name) + +@dataclass(kw_only=True) +class ScalingFunction(AbstractScalingFunction): + mrq: InitVar[multiresquantity.WaveletDec] + gamint: float = field(init=False) + + def __post_init__(self, idx_reject, mrq): + + self.gamint = mrq.gamint + self.n_sig = mrq.n_sig + self.formalism = mrq.get_formalism() + self.j = np.array(list(mrq.values)) + + self.nj = mrq.get_nj_interv() + + def compute_R2(self): + return compute_R2(self.values, self.slope, self.intercept, self.weights, + [self._get_j_min_max()], self.j) + + def compute_R(self): + + values = self.values.reshape( + *self.values.shape[:3], self.n_sig, -1) + slope = self.slope.reshape(*self.slope.shape[:2], self.n_sig, -1) + intercept = self.intercept.reshape( + *self.intercept.shape[:2], self.n_sig, -1) + + return compute_R(values, slope, intercept, self.weights, + [self._get_j_min_max()], self.j) + + def compute_Lambda(self): + + R = self.compute_R() + R_b = self.bootstrapped_obj.compute_R() + + return compute_Lambda(R, R_b) + + def find_best_range(self): + return find_max_lambda(self.compute_Lambda()) + + def get_jrange(self, j1=None, j2=None, bootstrap=False): + + if self.bootstrapped_obj is not None and bootstrap: + if j1 is None: + j1 = self.bootstrapped_obj.j.min() + if j2 is None: + j2 = self.bootstrapped_obj.j.max() + + else: + + if j1 is None: + j1 = self.j.min() + if j2 is None: + j2 = self.j.max() + + if self.j.min() > j1: + raise ValueError(f"Expected mrq to have minium scale {j1=}, got " + f"{self.j.min()} instead") + + j_min = int(j1 - self.j.min()) + j_max = int(j2 - self.j.min() + 1) + + return j1, j2, j_min, j_max + + def _compute_fit(self, value_name=None, out_name=None): + + if value_name is not None: + values = getattr(self, value_name) + else: + values = self.values + + slope = np.zeros( + (values.shape[0], len(self.scaling_ranges), + values.shape[-1])) + + x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( + self.scaling_ranges, self.j) + + self.intercept = np.zeros_like(slope) + + y = values[:, j_min_idx:j_max_idx, :, :] + + if self.weighted == 'bootstrap': + + if self.bootstrapped_obj is None: + std = self.std_values()[:, j_min_idx:j_max_idx] + + else: + + if j_min < self.bootstrapped_obj.j.min(): + raise ValueError( + f"Bootstrap minimum scale " + f"{self.bootstrapped_obj.j.min()} inferior to minimum " + f"scale {j_min} used in estimation") + + std_slice = np.s_[ + int(j_min - self.bootstrapped_obj.j.min()): + int(j_max - self.bootstrapped_obj.j.min() + 1)] + + std = self.bootstrapped_obj.std_values()[:, std_slice] + + else: + std = None + + self.weights = prepare_weights( + self.get_nj_interv, self.weighted, n_ranges, j_min, j_max, + self.scaling_ranges, y, std) + + # nan_weighting = np.ones_like(y) + # nan_weighting[np.isnan(y)] = np.nan + + # self.weights *= nan_weighting + + slope, self.intercept = linear_regression(x, y, self.weights) + + if out_name is not None: + slope = setattr(self, out_name, slope) + else: + self.slope = slope + + +@dataclass(kw_only=True) +class StructureFunction(ScalingFunction): + """ + Contains the structre functions and their linear fit. + + Attributes + ---------- + j : ndarray, shape(n_j,) + Values of j covered by the analysis. + nj : dict[int, ndarray] + Dictionnary giving the number of non-NaN values at every scale. Array + are of shape (n_rep,) + gamint : float + Value of gamint used in the computation of the underlying MRQ. + formalism : str + Formalism used. Can be any of 'wavelet coefs', 'wavelet leaders', + or 'wavelet p-leaders'. + n_sig : int + Number of underlying signals in the wavelet decomposition. May not + match the dimensionality of the values arrays in case there are + multiple repetitions associated to a single signal. + q : ndarray, shape (n_moments,) + :math:`q` values for which the structure functions are computed. + values : ndarray, shape (n_moments, n_j, n_scaling_ranges, n_rep,) + :math:`S_q(j, k)`. + scaling_ranges : list[tuple[int, int]] + List of pairs of (j1, j2) ranges of scales for the regression. + slope : ndarray, shape(n_moments, n_scaling_ranges, n_rep) + :math:`s_q`. + H : ndarray + :math:`H = s_2 / 2`. + intercept : ndarray, shape(n_moments, n_scaling_ranges, n_rep,) + Intercept of the linear regression. + weighted : str | None + Weighting mode for the linear regressions. Defaults to None, which is + no weighting. Possible values are 'Nj' which weighs by number of + coefficients, and 'bootstrap' which weights by bootstrap-derived + estimates of variance. + weights : ndarray + Weights of the linear regression. + bootstrapped_obj : StructureFunction | None + Storing the bootstrapped version of the structure function if + bootstraping has been used. + """ + q: np.ndarray + H: np.ndarray = field(init=False) + + def __post_init__(self, idx_reject, mrq): + + super().__post_init__(idx_reject, mrq) + + if self.bootstrapped_obj is not None: + self.bootstrapped_obj = self.bootstrapped_obj.structure + + self._compute(mrq, idx_reject) + self._compute_fit() + + def _compute(self, mrq, idx_reject): + + self.values = np.zeros( + (len(self.q), len(self.j), len(self.scaling_ranges), mrq.n_rep)) + + for ind_j, j in enumerate(self.j): + + c_j = mrq.get_values(j, idx_reject) + + for ind_q, q in enumerate(self.q): + self.values[ind_q, ind_j, :] = np.log2( + np.nanmean(fast_power(np.abs(c_j), q), axis=0)) + + self.values[np.isinf(self.values)] = np.nan + + def _get_H(self): + return (self.slope[self.q == 2][0] / 2) + + def S_q(self, q): + + out = self.values[isclose(q, self.q)][0] + out = out.reshape(out.shape[0], len(self.scaling_ranges), self.n_sig, -1) + + return out + + def s_q(self, q): + + out = self.slope[isclose(q, self.q)][0] + out = out.reshape(out.shape[0], self.n_sig, -1) + + return out + + def __getattr__(self, name): + + if name == 'H': + return self._get_H() + + if name == 'S2': + out = self.values[self.q == 2] + return out.reshape(out.shape[0], self.n_sig, -1) + + if name == 'zeta': + return self.slope + + if (super_attr := super().__getattr__(name)) is not None: + return super_attr + + return self.__getattribute__(name) + + def plot(self, figlabel='Structure Functions', nrow=4, filename=None, + ignore_q0=True, figsize=None, scaling_range=0, plot_scales=None, + plot_CI=True, signal_idx=0): + """ + Plots the structure functions. + """ + + if plot_scales is None: + j1, j2, j_min, j_max = self.get_jrange(None, None, plot_CI) + else: + j1, j2, j_min, j_max = self.get_jrange(*plot_scales, plot_CI) + + idx = np.s_[j_min:j_max] + + # if self.n_rep > 1: + # raise ValueError('Cannot plot structure functions for more than ' + # '1 repetition at a time') + + nrow = min(nrow, len(self.q)) + nq = len(self.q) + (-1 if 0.0 in self.q and ignore_q0 else 0) + + if nq > 1: + plot_dim_1 = nrow + plot_dim_2 = int(np.ceil(nq / nrow)) + + else: + plot_dim_1 = 1 + plot_dim_2 = 1 + + fig, axes = plt.subplots(plot_dim_1, + plot_dim_2, + num=figlabel, + squeeze=False, + figsize=figsize, + sharex=True) + + # fig.suptitle(self.formalism + + # r' - structure functions $\log_2(S(j,q))$') + + x = self.j[idx] + + counter = 0 + + for ind_q, q in enumerate(self.q): + + if q == 0.0 and ignore_q0: + continue + + y = self.S_q(q)[idx, scaling_range, signal_idx, 0] + + if self.bootstrapped_obj is not None and plot_CI: + + _, _, j_min_CI, j_max_CI = self.bootstrapped_obj.get_jrange( + j1, j2) + + CI = self.CIE_S_q(q)[j_min_CI:j_max_CI, scaling_range, signal_idx] + + CI -= y[:, None] + CI[:, 1] *= -1 + assert (CI < 0).sum() == 0 + CI = CI.transpose() + + else: + CI = None + + ax = axes[counter % nrow][counter // nrow] + ax.errorbar(x, y, CI, fmt='r--.', zorder=4) + ax.set_xlabel('j') + ax.set_ylabel(f'q = {q:.3f}') + ax.tick_params(bottom=False, top=False, which='minor') + + counter += 1 + + x0, x1 = self.scaling_ranges[scaling_range] + slope = self.slope[ind_q, scaling_range, 0] + intercept = self.intercept[ind_q, scaling_range, 0] + + assert x0 in x, "Scaling range not included in plotting range" + assert x1 in x, "Scaling range not included in plotting range" + + y0 = slope*x0 + intercept + y1 = slope*x1 + intercept + + if self.bootstrapped_obj is not None and plot_CI: + CI = self.CIE_s_q(q)[scaling_range, signal_idx] + CI_legend = f"; [{CI[0]:.1f}, {CI[1]:.1f}]" + else: + CI_legend = "" + + legend = rf'$s_{{{q:.2f}}}$ = {slope:.2f}' + CI_legend + + ax.plot([x0, x1], [y0, y1], color='k', + linestyle='-', linewidth=2, label=legend, zorder=5) + ax.legend() + + for j in range(counter, len(axes.flat)): + fig.delaxes(axes[j % nrow][j // nrow]) + + # plt.draw() + + if filename is not None: + plt.savefig(filename) + + def plot_scaling(self, figlabel='Scaling Function', filename=None, + ax=None, signal_idx=0, range_idx=0, **plot_kw): + + assert len(self.q) > 1, ("This plot is only possible if more than 1 q", + " value is used") + + if ax is None: + _, ax = plt.subplots() + + ax.plot(self.q, self.slope[:, range_idx, signal_idx], **plot_kw) + ax.set( + xlabel = 'q', ylabel=r'$\zeta(q)$', + title=self.formalism + ' - scaling function') + + # plt.draw() + + if filename is not None: + plt.savefig(filename) + + +@dataclass(kw_only=True) +class Cumulants(ScalingFunction): + r""" + Computes and analyzes cumulant. + + .. note:: Should not be initialized directly but instead computed from `mf_analysis`. + + Attributes + ---------- + j : ndarray, shape (n_j,) + List of the j values (scales), in order presented in the value arrays. + nj : dict(ndarray) + Dictionnary giving the number of non-NaN values at every scale. Arrays + are of the shape (n_rep,). + gamint : float + Value of gamint used in the computation of the underlying MRQ. + formalism : str + Formalism used. Can be any of 'wavelet coefs', 'wavelet leaders', + or 'wavelet p-leaders'. + n_sig : int + Number of underlying signals in the wavelet decomposition. May not + match the dimensionality of the values arrays in case there are + multiple repetitions associated to a single signal. + n_cumul : int + Number of computed cumulants. + m : ndarray, shape (n_cumul,) + List of the m values (cumulants), in order presented in the value + arrays. + values : ndarray, shape (n_cumulants, n_scales, n_rep) + :math:`C_m(j)`. + scaling_ranges : List[Tuple[int]] + List of pairs of scales delimiting the temporal scale support over + which the estimates are regressed. + log_cumulants : ndarray, shape (n_cumulants, n_rep) + :math:`(c_m)_m`, slopes of the curves :math:`j \times C_m(j)`. + var_log_cumulants : ndarray, shape (n_cumulants, n_rep) + Estimates of the variance of log-cumulants. + .. warning:: var_log_cumulants was not debugged + weighted : str | None + Weighting mode for the linear regressions. Defaults to None, which is + no weighting. Possible values are 'Nj' which weighs by number of + coefficients, and 'bootstrap' which weights by bootstrap-derived + estimates of variance. + weights : ndarray + Weights of the linear regression. + bootstrapped_obj : Cumulants | None + Storing the bootstrapped version of the structure function if + bootstraping has been used. + + See Also + -------- + + Examples + -------- + """ + n_cumul: int + robust: InitVar[bool] = False + robust_kwargs: InitVar[dict[str, object]] = dict() + m: np.ndarray = field(init=False) + log_cumulants: np.ndarray = field(init=False) + + def __post_init__(self, idx_reject, mrq, robust, robust_kwargs): + + super().__post_init__(idx_reject, mrq) + + if self.bootstrapped_obj is not None: + self.bootstrapped_obj = self.bootstrapped_obj.cumulants + + self.m = np.arange(1, self.n_cumul+1) + + self.values = np.zeros( + (len(self.m), len(self.j), len(self.scaling_ranges), mrq.n_rep)) + + if robust: + self._compute_robust(mrq, idx_reject, **robust_kwargs) + else: + self._compute(mrq, idx_reject) + + self._compute_fit() + self.log_cumulants = self.slope * np.log2(np.e) + + def __repr__(self): + + out = "Cumulants" + display_params = ( + 'scaling_ranges weighted n_cumul').split(' ') + + for param in display_params: + out += f" {param} = {getattr(self, param)}" + + return out + + def _compute_robust(self, mrq, idx_reject, **robust_kwargs): + + moments = np.zeros_like(self.values) + aux = np.zeros_like(moments) + + for ind_j, j in enumerate(self.j): + + T_X_j = np.abs(mrq.values[j]) + T_X_j = T_X_j[:, None, :] + + if self.formalism == 'wavelet p-leader': + T_X_j = T_X_j * mrq.ZPJCorr[None, :, :, ind_j] + + log_T_X_j = np.log(T_X_j) + + # dropping infinite coefsx + log_T_X_j[np.isinf(log_T_X_j)] = np.nan + + log_T_X_j = mask_reject( + log_T_X_j, idx_reject, j, mrq.interval_size) + + values = robust.robust.compute_robust_cumulants( + log_T_X_j, self.m, **self.robust_kwargs) + + self.values[:, ind_j] = values + + def _compute(self, mrq, idx_reject): + + moments = np.zeros_like(self.values) + + for ind_j, j in enumerate(self.j): + + T_X_j = np.abs(mrq.get_values(j, None)) + + np.log(T_X_j, out=T_X_j) + + mask_nan = np.isnan(T_X_j) + mask_nan |= np.isinf(T_X_j) + + if idx_reject is not None and j in idx_reject: + # delta = (mrq.interval_size - 1) // 2 + mask_nan |= idx_reject[j] + + T_X_j[mask_nan] = 0 + + N_useful = (~mask_nan).sum(axis=0) + + for ind_m, m in enumerate(self.m): + + moments[ind_m, ind_j] = np.sum(fast_power(T_X_j, m), axis=0) + np.divide( + moments[ind_m, ind_j], N_useful, out=moments[ind_m, ind_j]) + + idx_unreliable = N_useful < 3 + + for i in range(idx_unreliable.shape[0]): + moments[ind_m, ind_j, i, idx_unreliable[i]] = np.nan + + if m == 1: + self.values[ind_m, ind_j] = moments[ind_m, ind_j] + else: + aux = 0 + + for ind_n, n in enumerate(np.arange(1, m)): + aux += (special.binom(m-1, n-1) + * self.values[ind_n, ind_j] + * moments[ind_m-ind_n-1, ind_j]) + + self.values[ind_m, ind_j] = moments[ind_m, ind_j] - aux + + def __getattr__(self, name): + + if name[0] == 'c' and len(name) == 2 and name[1:].isdigit(): + + out = self.log_cumulants[self.m == int(name[1])][0] + out = out.reshape(out.shape[0], self.n_sig, -1) + + return out + + if name[0] == 'C' and len(name) == 2 and name[1:].isdigit(): + + out = self.values[self.m == int(name[1])][0] + out = out.reshape(out.shape[0], out.shape[1], self.n_sig, -1) + + return out + + if name == 'M': + return -self.c2 + + if (super_attr := super().__getattr__(name)) is not None: + return super_attr + + return self.__getattribute__(name) + + def plot(self, figsize=None, nrow=3, j1=None, filename=None, + scaling_range=0, n_cumul=None, signal_idx=0, **kwargs): + + return viz.plot_cumulants( + self, figsize, nrow, j1, filename, scaling_range, + n_cumul=n_cumul, signal_idx=signal_idx, **kwargs) + + +@dataclass(kw_only=True) +class MFSpectrum(ScalingFunction): + """ + Estimates the Multifractal Spectrum + + Based on equations 2.74 - 2.78 of Herwig Wendt's thesis [1]_ + + Attributes + ---------- + formalism : str + Formalism used. Can be any of 'wavelet coefs', 'wavelet leaders', + or 'wavelet p-leaders'. + j : ndarray, shape (n_scales,) + List of the j values (scales), in order presented in the value arrays. + nj : dict[int, ndarray] + Dictionnary giving the number of non-NaN values at every scale. Array + are of shape (n_rep,) + gamint : float + Value of gamint used in the computation of the underlying MRQ. + formalism : str + Formalism used. Can be any of 'wavelet coefs', 'wavelet leaders', + or 'wavelet p-leaders'. + n_sig : int + Number of underlying signals in the wavelet decomposition. May not + match the dimensionality of the values arrays in case there are + multiple repetitions associated to a single signal. + q : ndarray, shape(n_exponents,) + Exponents used construct the multifractal spectrum + U : ndarray, shape (n_scales, n_exponents, n_rep) + :math:`U(j, q)` + V : ndarray, shape (n_scales, n_exponents, n_rep) + :math:`V(j, q)` + scaling_ranges: List[Tuple[int]] + List of pairs of (j1, j2) ranges of scales for the analysis + Dq : ndarray, shape (n_exponents, n_rep) + Fractal dimensions : :math:`D(q)`, y-axis of the multifractal spectrum + hq : ndarray, shape (n_exponents, n_rep) + Hölder exponents : :math:`h(q)`, x-axis of the multifractal spectrum + weighted : str | None + Weighting mode for the linear regressions. Defaults to None, which is + no weighting. Possible values are 'Nj' which weighs by number of + coefficients, and 'bootstrap' which weights by bootstrap-derived + estimates of variance. + weights : ndarray + Weights of the linear regression. + bootstrapped_obj : MFSpectrum | None + Storing the bootstrapped version of the structure function if + bootstraping has been used. + + References + ---------- + .. [1] H. Wendt (2008). Contributions of Wavelet Leaders and Bootstrap to + Multifractal Analysis: Images, Estimation Performance, Dependence + Structure and Vanishing Moments. Confidence Intervals and Hypothesis + Tests. Ph.D thesis, Laboratoire de Physique, Ecole Normale Superieure + de Lyon. + https://www.irit.fr/~Herwig.Wendt/data/ThesisWendt.pdf + """ + q: np.array + Dq: np.array = field(init=False) + hq: np.array = field(init=False) + U: np.array = field(init=False) + V: np.array = field(init=False) + + def __post_init__(self, idx_reject, mrq): + + super().__post_init__(idx_reject, mrq) + + self.U = np.zeros( + (len(self.q), len(self.j), len(self.scaling_ranges), mrq.n_rep)) + self.V = np.zeros_like(self.U) + + if self.bootstrapped_obj is not None: + self.bootstrapped_obj = self.bootstrapped_obj.spectrum + + self._compute(mrq, idx_reject) + self._compute_fit('U', 'Dq') + self._compute_fit('V', 'hq') + + self.Dq += 1 + + def _compute(self, mrq, idx_reject): + """ + Computes the multifractal spectrum (Dq, hq) + """ + + # 1. Compute U(j,q) and V(j, q) + + # shape (n_q, n_scales, n_rep) + + for ind_j, j in enumerate(self.j): + + # nj = mrq.nj[j] + mrq_values_j = np.abs(mrq.get_values(j, idx_reject)) + + # if self.formalism == 'wavelet p-leader': + # mrq_values_j = mrq_values_j * mrq.ZPJCorr[None, :, :, ind_j] + + # mrq_values_j = mask_reject( + # mrq_values_j, idx_reject, j, mrq.interval_size) + + idx_nan = np.isnan(mrq_values_j) + temp = np.stack([fast_power(mrq_values_j, q) for q in self.q], + axis=0) + # np.nan ** 0 = 1.0, adressed here + temp[:, idx_nan] = np.nan + + Z = np.nansum(temp, axis=1)[:, None, :] + Z[Z == 0] = np.nan + R_j = temp / Z + + nj = ((~idx_nan).sum(axis=0))[None, :] + self.V[:, ind_j] = fixednansum(R_j * np.log2(mrq_values_j), axis=1) + self.U[:, ind_j] = np.log2(nj) + fixednansum((R_j * np.log2(R_j)), + axis=1) + + self.U[np.isinf(self.U)] = np.nan + self.V[np.isinf(self.V)] = np.nan + + x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( + self.scaling_ranges, self.j + ) + + def V_q(self, q): + out = self.V[isclose(q, self.q)][0] + return out.reshape(out.shape[0], self.n_sig, -1) + + def U_q(self, q): + out = self.U[np.isclose(q, self.q)][0] + return out.reshape(out.shape[0], self.n_sig, -1) + + def D_q(self): + return self.Dq.reshape( + len(self.q), len(self.scaling_ranges), self.n_sig, -1)#[ + # : + # ] + + def h_q(self): + return self.hq.reshape( + len(self.q), len(self.scaling_ranges), self.n_sig, -1)#[ + # : + # ] + + def plot(self, filename=None, ax=None, fmt='ko-', scaling_range=0, + signal_idx=0, shift_gamint=False, **plot_kwargs): + """ + Plot the multifractal spectrum. + + Parameters + ---------- + filename : str | None + If not None, path used to save the figure + """ + + ax = plt.gca() if ax is None else ax + + if self.bootstrapped_obj is not None: + + CI_Dq = self.CIE_D_q() + CI_hq = self.CIE_h_q() + + CI_Dq -= self.D_q() + CI_hq -= self.h_q() + + CI_Dq = CI_Dq[:, scaling_range, signal_idx] + CI_hq = CI_hq[:, scaling_range, signal_idx] + + CI_Dq[:, 1] *= -1 + CI_hq[:, 1] *= -1 + + CI_Dq[(CI_Dq < 0) & (CI_Dq > -1e-12)] = 0 + CI_hq[(CI_hq < 0) & (CI_hq > -1e-12)] = 0 + + assert(CI_Dq < 0).sum() == 0 + assert(CI_hq < 0).sum() == 0 + + CI_Dq = CI_Dq.transpose() + CI_hq = CI_hq.transpose() + + else: + CI_Dq, CI_hq = None, None + + shift = 0 if not shift_gamint else self.gamint + + ax.errorbar(self.hq[:, scaling_range, signal_idx] - shift, + self.Dq[:, scaling_range, signal_idx], + CI_Dq, CI_hq, fmt, + **plot_kwargs) + + ax.set(xlabel='Regularity $h$', ylabel='Fractal dimension $D(h)$', + ylim=(0, 1.1), xlim=(0, 1.5), + title=self.formalism + ' - multifractal spectrum') + + # plt.suptitle() + plt.draw() + + if filename is not None: + plt.savefig(filename) diff --git a/pymultifracs/signal.py b/pymultifracs/signal.py deleted file mode 100644 index ebe4b54..0000000 --- a/pymultifracs/signal.py +++ /dev/null @@ -1,280 +0,0 @@ -""" -Authors: Merlin Dumeur -""" -from dataclasses import dataclass -from collections import namedtuple - -import numpy as np - -from .fractal_analysis import estimate_beta, FractalValues -from .psd import log_plot, wavelet_estimation, welch_estimation, PSD -from .wavelet import wavelet_analysis, WaveletTransform -from .mfa import mf_analysis, MFractalData -from .estimation import compute_hurst, estimate_hmin - - -WaveletParameters = namedtuple('WaveletParameters', ['j1', - 'j2', - 'normalization', - 'gamint', - 'weighted', - 'wt_name', - 'p_exp']) - -FractalParameters = namedtuple('FractalParameters', ['n_moments', - 'freq_band']) - -WelchParameters = namedtuple('WelchParameters', 'n_fft seg_size') - -WTParametersPSD = namedtuple('WTParametersPSD', 'n_moments j2') - -MFParameters = namedtuple('MFParameters', 'q n_cumul') - - -def same_params(old_params, new_params): - - for param in old_params._asdict(): - - old_param = getattr(old_params, param) - new_param = getattr(new_params, param) - - if (isinstance(old_param, np.ndarray) - or isinstance(new_params, np.ndarray)): - - same = (old_param == new_param).all() - - else: - - same = old_param == new_param - - if not(same): - return False - - return True - - -@dataclass -class Signal: - """ - Class used to manage the signal data, in order to reuse intermediary - results, and share global parameters. - - Attributes - ---------- - - data: np.ndarray - Time series to process - - fs: float - Sampling frequency of the signal - - log: str, optional - name of the log function to use on the PSD - - wt_psd_moments: int | None - number of vanishing moments of the Daubechies wavelet in the wavelet - PSD estimation - - wt_psd: PSD | None - stores the output of the wavelet PSD - - fractal_param: FractalParameters | None - stores the parameters used in the fractal analysis - - fractal: FractalValues | None - stores the output of the fractal analysis - - wt_transform: WaveletTransform | None - stores the output of the wavelet transform - - wt_param: WaveletParameters | None - stores the parameters used in the wavelet transform - - - TODO add a method to fetch values of interest - """ - data: np.ndarray - fs: float - log: str = 'log2' - wt_psd_param: WTParametersPSD = None - wt_psd: PSD = None - welch_param: WelchParameters = None - welch_psd: PSD = None - fractal_param: FractalParameters = None - fractal: FractalValues = None - wt_transform: WaveletTransform = None - wt_param: WaveletParameters = None - mf_param: MFParameters = None - multi_fractal: MFractalData = None - - def estimate_wavelet_psd(self, n_moments=2, j2=None): - - param = WTParametersPSD(n_moments=n_moments, j2=j2) - - if self.wt_psd is None or self.wt_psd_param != param: - - self.wt_param = param - - self.wt_psd = wavelet_estimation(self.data, self.fs, - n_moments=n_moments, - j2=j2) - - return self.wt_psd - - def estimate_welch_psd(self, n_fft=4096, seg_size=None): - - param = WelchParameters(n_fft=n_fft, seg_size=seg_size) - - if self.welch_psd is None or self.welch_param != param: - - self.welch_param = param - - self.welch_psd = welch_estimation(self.data, self.fs, - n_fft=n_fft, - seg_size=seg_size) - - return self.welch_psd - - def plot_psd(self, n_fft=4096, seg_size=None, n_moments=2, j2=None): - - self.estimate_wavelet_psd(n_moments, j2) - self.estimate_welch_psd(n_fft, seg_size) - - log_plot([self.welch_psd.freq, self.wt_psd.freq], - [self.welch_psd.psd, self.wt_psd.psd], - ['Fourier', 'Wavelet'], - log=self.log) - - def plot_fractal(self, n_moments=2, freq_band=(0.01, 2), - n_fft=4096, seg_size=None): - - self.estimate_wavelet_psd(n_moments, None) - self.estimate_welch_psd(n_fft, seg_size) - self.fractal_analysis(n_moments, freq_band) - - psd_slope = self.fractal.beta * self.fractal.freq + self.fractal.log_C - - log_plot([self.welch_psd.freq, self.wt_psd.freq], - [self.welch_psd.psd, self.wt_psd.psd], - ['Fourier', 'Wavelet', f'Slope: {self.fractal.beta:.2f}'], - slope=[(self.fractal.freq, psd_slope)], - log=self.log) - - def fractal_analysis(self, n_moments=2, freq_band=(0.01, 2)): - - self.fractal_param = FractalParameters(n_moments, freq_band) - self.estimate_wavelet_psd(n_moments, None) - self.fractal = estimate_beta(self.wt_psd.freq, - self.wt_psd.psd, - log=self.log, - freq_band=freq_band) - - return self.fractal - - def _wavelet_analysis(self, new_param): - - if self.wt_param is None or self.wt_param != new_param: - - self.wt_param = new_param - self.wt_transform = wavelet_analysis(self.data, - **self.wt_param._asdict()) - - return self.wt_transform - - def wavelet_analysis(self, j1, j2, normalization, gamint, weighted, - wt_name, p_exp): - - new_param = WaveletParameters(j1=j1, - j2=j2, - normalization=normalization, - gamint=gamint, - weighted=weighted, - wt_name=wt_name, - p_exp=p_exp) - - return self._wavelet_analysis(new_param) - - def psd_difference(self, other, log=None): - # the log argument is a pair of functions with the second one being - # the inverse of the first - - common_support, idx_self, idx_other = np.intersect1d( - self.wt_psd.freq, other.wt_psd.freq, - assume_unique=True, return_indices=True) - - if log is None: - psd = self.wt_psd.psd[idx_self] - other.wt_psd.psd[idx_other] - else: - self_psd = log[0](self.wt_psd.psd[idx_self]) - other_psd = log[0](other.wt_psd.psd[idx_other]) - - psd = self_psd - other_psd - psd -= psd.min() - psd += 0.1 - - psd = log[1](psd) - - return Signal(None, self.fs, self.log, self.wt_psd_param, - PSD(common_support, psd)) - - def _check_wt_transform(self): - - if self.wt_transform is None or self.wt_param is None: - raise AttributeError("Wavelet analysis was not done") - - def mf_analysis(self, q, n_cumul, save=True): - - self._check_wt_transform() - - new_param = MFParameters(q, n_cumul) - - if self.multi_fractal is None or not(same_params(self.mf_param, - new_param)): - - self.mf_param = new_param - - multi_fractal = mf_analysis( - **self.wt_transform._asdict(), - p_exp=self.wt_param.p_exp, - j1=self.wt_param.j1, - weighted=self.wt_param.weighted, - q=q, - n_cumul=n_cumul - ) - - if save: - self.multi_fractal = multi_fractal - - return multi_fractal - - def hurst(self): - # TODO store Hurst exponent - - self._check_wt_transform() - - return compute_hurst(self.wt_transform.wt_coefs, - self.wt_param.j1, - self.wt_transform.wt_coefs.j2_eff(), - self.wt_param.weighted) - - def hmin(self): - # TODO store h_min - - self._check_wt_transform() - - return estimate_hmin(self.wt_transform.wt_coefs, - j1=self.wt_param.j1, - j2_eff=self.wt_transform.wt_coefs.j2_eff(), - weighted=self.wt_param.weighted) - - def mf_analysis_full(self, j1=1, j2=10, normalization=1, gamint=0.0, - weighted=True, wt_name='db3', p_exp=None, q=None, - n_cumul=3, save=True): - - if q is None: - q = [2] - - self.wavelet_analysis(j1, j2, normalization, gamint, weighted, wt_name, - p_exp) - - return self.mf_analysis(q, n_cumul, save) diff --git a/pymultifracs/simul/__init__.py b/pymultifracs/simul/__init__.py index bb6fdf3..8565630 100644 --- a/pymultifracs/simul/__init__.py +++ b/pymultifracs/simul/__init__.py @@ -1,4 +1,5 @@ from .fbm import fgn, fbm from .mrw import mrw, mrw_cumul +from .noisy import generate_simuls_bb, gen_noisy __all__ = ['fgn', 'fbm', 'mrw', 'mrw_cumul'] diff --git a/pymultifracs/simul/mrw.py b/pymultifracs/simul/mrw.py index f70fc4d..bcda13c 100644 --- a/pymultifracs/simul/mrw.py +++ b/pymultifracs/simul/mrw.py @@ -11,7 +11,7 @@ # import matplotlib.pyplot as plt -def mrw(shape, H, lam, L, sigma=1, method='cme', z0=(None, None)): +def mrw(shape, H, lam, L=None, sigma=1, method='cme', z0=(None, None)): ''' Create a realization of fractional Brownian motion using circulant matrix embedding. @@ -53,6 +53,9 @@ def mrw(shape, H, lam, L, sigma=1, method='cme', z0=(None, None)): if not 0 <= H <= 1: raise ValueError('H must satisfy 0 <= H <= 1') + if L is None: + L = N + if L > N: raise ValueError('Integral scale L is larger than data length N') diff --git a/pymultifracs/simul/noisy.py b/pymultifracs/simul/noisy.py index 235111a..3934879 100644 --- a/pymultifracs/simul/noisy.py +++ b/pymultifracs/simul/noisy.py @@ -5,8 +5,7 @@ from .fbm import fbm from .mrw import mrw -from ..mfa import mf_analysis -from ..wavelet import wavelet_analysis +from .. import mfa, wavelet_analysis def create_mask_markov(length, lambd=1e3, p_to_active=.011, p_to_inactive=.1): @@ -155,7 +154,7 @@ def generate_simuls_bb(N, lambd=None): X = fbm(shape=N, H=.8) else: X = mrw(N, .8, lambd, N) - X_noise = fbm(shape=X.shape[0], H=.9) + X_noise = fbm(shape=X.shape[0], H=.5) return np.diff(X), np.diff(X_noise) @@ -177,10 +176,11 @@ def estimate(gen_func, **gen_func_kwargs): noisy_X = gen_func(**gen_func_kwargs) - WT = wavelet_analysis(noisy_X.reshape(noisy_X.shape[0], -1), p_exp=2, j1=8, j2_reg=14, gamint=1) + WT = wavelet_analysis( + noisy_X.reshape(noisy_X.shape[0], -1)).integrate(gamint=1) + WTpL = WT.get_leaders(p_exp=2) - dwt, lwt = mf_analysis([WT.wt_coefs, WT.wt_leaders], - scaling_ranges=[(8, WT.wt_leaders.j2_eff()-2)]) + lwt = mfa(WTpL, scaling_ranges=[(8, WTpL.j2_eff()-2)], n_cumul=4) return lwt.cumulants diff --git a/pymultifracs/structurefunction.py b/pymultifracs/structurefunction.py deleted file mode 100644 index 76d9ee9..0000000 --- a/pymultifracs/structurefunction.py +++ /dev/null @@ -1,315 +0,0 @@ -""" -Authors: Omar D. Domingues - Merlin Dumeur -""" - -from dataclasses import dataclass, InitVar, field -from typing import List, Tuple - -import numpy as np -import matplotlib.pyplot as plt - - -from .ScalingFunction import ScalingFunction -from .regression import linear_regression, prepare_regression, prepare_weights -from .utils import fast_power, MFractalVar, isclose -from .multiresquantity import MultiResolutionQuantityBase,\ - MultiResolutionQuantity - - -@dataclass -class StructureFunction(MultiResolutionQuantityBase, ScalingFunction): - """ - Computes and analyzes structure functions - - Parameters - ---------- - mrq : MultiResolutionQuantity - Multi resolution quantity to analyze. - q : ndarray, shape (n_exponents,) - Exponent for which to compute the structure function - j1 : int - Lower-bound of the scale support for the linear regressions. - j2 : int - Upper-bound of the scale support for the linear regressions. - weighted: str | None - Whether to used weighted linear regressions. - - Attributes - ---------- - formalism : str - Formalism used. Can be any of 'wavelet coefs', 'wavelet leaders', - or 'wavelet p-leaders'. - nj : dict(ndarray) - Number of coefficients at scale j. - Arrays are of the shape (n_rep,) - j : ndarray, shape (n_scales,) - List of the j values (scales), in order presented in the value arrays. - j1 : int - Lower-bound of the scale support for the linear regressions. - j2 : int - Upper-bound of the scale support for the linear regressions. - weighted : str | None - Whether weighted regression was performed. - q : ndarray, shape (n_exponents,) - Exponents for which the structure functions have been computed - values : ndarray, shape (n_exponents, n_scales, n_rep) - Structure functions : :math:`S(j, q)` - logvalues : ndarray, shape (n_exponents, n_scales, n_rep) - :math:`\\log_2 S(j, q)` - zeta : ndarray, shape(n_exponents, n_rep) - Scaling function : :math:`\\zeta(q)` - H : ndarray, shape (n_rep,) | None - Estimates of H. Set to None if 2 is not in `q`. - n_rep : int - Number of realisations - - """ - mrq: InitVar[MultiResolutionQuantity] - q: np.array - scaling_ranges: List[Tuple[int]] - weighted: str = None - bootstrapped_mfa: InitVar[MFractalVar] = None - j: np.array = field(init=False) - logvalues: np.array = field(init=False) - zeta: np.array = field(init=False) - H: np.array = field(init=False) - gamint: float = field(init=False) - - def __post_init__(self, mrq, bootstrapped_mfa): - - self.formalism = mrq.formalism - self.gamint = mrq.gamint - self.n_sig = mrq.n_sig - self.nj = mrq.nj - self.j = np.array(list(mrq.values)) - - if bootstrapped_mfa is not None: - self.bootstrapped_mrq = bootstrapped_mfa.structure - - self._compute(mrq) - self._compute_zeta(mrq.n_rep) - - def _compute(self, mrq): - - values = np.zeros((len(self.q), len(self.j), mrq.n_rep)) - - for ind_j, j in enumerate(self.j): - - c_j = mrq.values[j] - s_j = np.zeros((values.shape[0], mrq.n_rep)) - - for ind_q, q in enumerate(self.q): - s_j[ind_q, :] = np.nanmean(fast_power(np.abs(c_j), q), axis=0) - - values[:, ind_j, :] = s_j - - self.logvalues = np.log2(values) - - self.logvalues[np.isinf(self.logvalues)] = np.nan - - def _compute_zeta(self, n_rep): - """ - Compute the value of the scale function zeta(q) for all q - """ - - x, n_ranges, j_min, j_max, j_min_idx, j_max_idx = prepare_regression( - self.scaling_ranges, self.j) - - # shape (n_moment, n_scaling_ranges, n_rep) - self.zeta = np.zeros((len(self.q), n_ranges, n_rep)) - self.intercept = np.zeros_like(self.zeta) - - # shape (n_moments, n_scales, n_scaling_ranges, n_rep) - y = self.logvalues[:, j_min_idx:j_max_idx, None, :] - - if self.weighted == 'bootstrap': - - # case where self is the bootstrapped mrq - if self.bootstrapped_mrq is None: - std = self.STD_logvalues[:, j_min_idx:j_max_idx] - - else: - std = self.bootstrapped_mrq.STD_logvalues[ - :, - j_min - self.bootstrapped_mrq.j.min(): - j_max - self.bootstrapped_mrq.j.min() + 1] - - else: - std = None - - self.weights = prepare_weights(self, self.weighted, n_ranges, j_min, - j_max, self.scaling_ranges, std) - - self.zeta, self.intercept = linear_regression(x, y, self.weights) - - def compute_R(self): - - values = self.logvalues.reshape( - *self.logvalues.shape[:2], self.n_sig, -1) - slope = self.zeta.reshape(*self.zeta.shape[:2], self.n_sig, -1) - intercept = self.intercept.reshape( - *self.intercept.shape[:2], self.n_sig, -1) - - return super()._compute_R(values, slope, intercept) - - def compute_R2(self): - return super()._compute_R2(self.logvalues, self.zeta, self.intercept, - self.weights) - - def _get_H(self): - return (self.zeta[self.q == 2][0] / 2) - - def S_q(self, q): - - out = self.logvalues[isclose(q, self.q)][0] - out = out.reshape(out.shape[0], self.n_sig, -1) - - return out - - def s_q(self, q): - - out = self.zeta[isclose(q, self.q)][0] - out = out.reshape(out.shape[0], self.n_sig, -1) - - return out - - def get_intercept(self): - intercept = self.intercept[self.q == 2] - - if len(intercept) > 0: - return intercept[0] - - return None - - def __getattr__(self, name): - - if name == 'H': - return self._get_H() - - if name == 'S2': - out = self.logvalues[self.q == 2] - return out.reshape(out.shape[0], self.n_sig, -1) - - if name == 'n_rep': - return self.zeta.shape[-1] - - if (super_attr := super().__getattr__(name)) is not None: - return super_attr - - return self.__getattribute__(name) - - def plot(self, figlabel='Structure Functions', nrow=4, filename=None, - ignore_q0=True, figsize=None, scaling_range=0, plot_scales=None, - plot_CI=True): - """ - Plots the structure functions. - """ - - if self.n_rep > 1: - raise ValueError('Cannot plot structure functions for more than ' - '1 repetition at a time') - - nrow = min(nrow, len(self.q)) - nq = len(self.q) + (-1 if 0.0 in self.q and ignore_q0 else 0) - - if nq > 1: - plot_dim_1 = nrow - plot_dim_2 = int(np.ceil(nq / nrow)) - - else: - plot_dim_1 = 1 - plot_dim_2 = 1 - - fig, axes = plt.subplots(plot_dim_1, - plot_dim_2, - num=figlabel, - squeeze=False, - figsize=figsize) - - fig.suptitle(self.formalism + - r' - structure functions $\log_2(S(j,q))$') - - if plot_scales is None: - idx = np.s_[:] - else: - j_min = self.j.min() - idx = np.s_[plot_scales[0] - j_min:plot_scales[1] - j_min + 1] - - x = self.j[idx] - - counter = 0 - - for ind_q, q in enumerate(self.q): - - if q == 0.0 and ignore_q0: - continue - - y = self.S_q(q)[idx] - - if self.bootstrapped_mrq is not None and plot_CI is not None: - - CI = self.CIE_S_q(q)[idx] - - CI -= y - CI[:, 1] *= -1 - assert (CI < 0).sum() == 0 - CI = CI.transpose() - - else: - CI = None - - ax = axes[counter % nrow][counter // nrow] - ax.errorbar(x, y[:, 0], CI, fmt='r--.', zorder=-1) - ax.set_xlabel('j') - ax.set_ylabel(f'q = {q:.3f}') - - counter += 1 - - if len(self.zeta) > 0: - - x0, x1 = self.scaling_ranges[scaling_range] - slope = self.zeta[ind_q, scaling_range, 0] - intercept = self.intercept[ind_q, scaling_range, 0] - - assert x0 in x, "Scaling range not included in plotting range" - assert x1 in x, "Scaling range not included in plotting range" - - y0 = slope*x0 + intercept - y1 = slope*x1 + intercept - - if self.bootstrapped_mrq is not None: - CI = self.CIE_s_q(q)[scaling_range] - CI_legend = f"; [{CI[0]:.1f}, {CI[1]:.1f}]" - else: - CI_legend = "" - - legend = rf'$s_{{{q:.2f}}}$ = {slope:.2f}' + CI_legend - - ax.plot([x0, x1], [y0, y1], color='k', - linestyle='-', linewidth=2, label=legend, zorder=0) - ax.legend() - - for j in range(counter, len(axes.flat)): - fig.delaxes(axes[j % nrow][j // nrow]) - - plt.draw() - - if filename is not None: - plt.savefig(filename) - - def plot_scaling(self, figlabel='Scaling Function', filename=None): - - assert len(self.q) > 1, ("This plot is only possible if more than 1 q", - " value is used") - - plt.figure(figlabel) - plt.plot(self.q, self.zeta[:, 0, 0], 'k--.') - plt.xlabel('q') - plt.ylabel(r'$\zeta(q)$') - plt.suptitle(self.formalism + ' - scaling function') - - plt.draw() - - if filename is not None: - plt.savefig(filename) diff --git a/pymultifracs/utils.py b/pymultifracs/utils.py index bace140..1b6ca39 100644 --- a/pymultifracs/utils.py +++ b/pymultifracs/utils.py @@ -3,6 +3,9 @@ Merlin Dumeur """ +from dataclasses import dataclass +from typing import Any +import inspect from collections import namedtuple import warnings @@ -10,46 +13,134 @@ import pywt -MFractalData = namedtuple('MFractalData', 'dwt lwt') -"""Aggregates wavelet coef-based and wavelet-leader based outputs of mfa +MFractalVar = namedtuple('MFractalVar', 'structure cumulants spectrum') +"""Aggregates the output of multifractal analysis Attributes ---------- -dwt : MFractalVar - Wavelet coef-based estimates -lwt : MFractalVar - Wavelet leader-based estimates, if applicable (p_exp was not None) +strucuture : :class:`~pymultifracs.structurefunction.StructureFunction` +cumulants : :class:`~pymultifracs.cumulants.Cumulants` +spectrum : :class:`~pymultifracs.mfspectrum.MultifractalSpectrum` """ -MFractalVar = namedtuple('MFractalVar', - 'structure cumulants spectrum hmin') -"""Aggregates the output of multifractal analysis +MFractalBiVar = namedtuple('MFractalBiVar', 'structure cumulants') +"""Aggregates the output of bivariate multifractal analysis Attributes ---------- strucuture : :class:`~pymultifracs.structurefunction.StructureFunction` cumulants : :class:`~pymultifracs.cumulants.Cumulants` -spectrum : :class:`~pymultifracs.mfspectrum.MultifractalSpectrum` -hmin : float - Estimated minimum value of h """ -MFractalBiVar = namedtuple('MFractalBiVar', 'structure cumulants') +@dataclass +class AbstractDataclass: + bootstrapped_obj: Any | None = None -def scale2freq(scale, sfreq): - return (3/4) * sfreq * (2 ** -scale) + def _check_enough_rep_bootstrap(self): + if (ratio := self.n_rep // self.n_sig) < 2: + raise ValueError( + f'n_rep = {ratio} per original signal too small to build ' + 'confidence intervals' + ) + + def _get_bootstrapped_obj(self): -def freq2scale(freq, sfreq): - return - 2 - np.log2(freq / (3 * sfreq)) + if self.bootstrapped_obj is None: + bootstrapped_obj = self + else: + bootstrapped_obj = self.bootstrapped_obj + + bootstrapped_obj._check_enough_rep_bootstrap() + + return bootstrapped_obj + + def _check_bootstrap_obj(self): + + if self.bootstrapped_obj is None: + raise ValueError( + "Bootstrapped mrq needs to be computed prior to estimating " + "empirical estimators") + + self.bootstrapped_obj._check_enough_rep_bootstrap() + + def std_values(self): + + from .bootstrap import get_std + + self._check_enough_rep_bootstrap() + + return get_std(self, 'values') + + def __getattr__(self, name): + + if name[:3] == 'CI_': + from .bootstrap import get_confidence_interval + + bootstrapped_obj = self._get_bootstrapped_obj() + + return get_confidence_interval(bootstrapped_obj, name[3:]) + + elif name[:4] == 'CIE_': + from .bootstrap import get_empirical_CI + + self._check_bootstrap_obj() + + return get_empirical_CI(self.bootstrapped_obj, self, name[4:]) + + elif name[:3] == 'VE_': + from .bootstrap import get_empirical_variance + + self._check_bootstrap_obj() + + return get_empirical_variance(self.bootstrapped_obj, self, + name[3:]) + + elif name[:3] == 'SE_': + + from .bootstrap import get_empirical_variance + + self._check_bootstrap_obj() + + return np.sqrt( + get_empirical_variance(self.bootstrapped_obj, self, + name[3:](self))) + + elif name[:2] == 'V_': + + from .bootstrap import get_variance + bootstrapped_obj = self._get_bootstrapped_obj() + + return get_variance(bootstrapped_obj, name[2:]) + + elif name[:4] == 'STD_': + + from .bootstrap import get_std + + bootstrapped_obj = self._get_bootstrapped_obj() + + return get_std(bootstrapped_obj, name[4:]) + + return self.__getattribute__(name) + + +def scale2freq(scale, sfreq): + return pywt.scale2frequency('db3', 2 ** scale) * sfreq + +def freq2scale(freq, sfreq): + return np.log2(pywt.frequency2scale('db3', freq / sfreq)) def fband2scale(fband, sfreq): return (int(np.ceil(freq2scale(fband[1], sfreq))), int(np.floor(freq2scale(fband[0], sfreq)))) +def pairing(long, short): + return long * (long - 1) / 2 + short - 1 + + def fast_power(array, exponent): # import warnings @@ -144,7 +235,7 @@ def get_filter_length(wt_name): return len(wt.dec_hi) -def max_scale_bootstrap(mrq): +def max_scale_bootstrap(mrq, idx_reject=None): """ Determines maximum scale possible to perform bootstrapping @@ -156,12 +247,16 @@ def max_scale_bootstrap(mrq): filt_len = mrq.filt_len - for i, nj in mrq.nj.items(): - if (nj < filt_len).any(): - i -= 1 + for j in mrq.values: + val = mrq.values[j] + + mask_reject(val[:, None, :], idx_reject, j, mrq.interval_size) + + if ((~np.isnan(val)).sum(axis=0) < filt_len).any(): + j -= 1 break - return i + return j def isclose(a, b, rel_tol=1.98e-03): @@ -192,3 +287,53 @@ def scale_position(time, scale_min, scale_max, wt_leaders=None): idx[(idx - 2 >= 0) & (idx - 2 < n_leaders)] - 2])) return out_idx, out_leader + + +def _correct_pleaders(wt_leaders, p_exp, min_level, max_level): + """ + Return p-leader correction factor for finite resolution + """ + + JJ = np.arange(min_level, max_level + 1) + J1LF = 1 + JJ0 = JJ - J1LF + 1 + + # eta_p shape (n_ranges, n_rep) + # JJ0 shape (n_level,) + + JJ0 = JJ0[None, None, :] + eta_p = wt_leaders.eta_p[:, :, None] + + zqhqcorr = np.log2((1 - np.power(2., -JJ0 * eta_p)) + / (1 - np.power(2., -eta_p))) + ZPJCorr = np.power(2, (-1.0 / p_exp) * zqhqcorr) + + # import ipdb; ipdb.set_trace() + + # ZPJCorr shape (n_ranges, n_rep, n_level) + # wt_leaders shape (n_coef_j, n_rep) + # for ind_j, j in enumerate(JJ): + # wt_leaders.values[j] = \ + # wt_leaders.values[j][:, None, :]*ZPJCorr[None, :, :, ind_j] + + eta_negative = eta_p <= 0 + ZPJCorr[eta_negative[..., 0], :] = 1 + + # ZPJCorr shape (n_ranges, n_rep, n_level) + return ZPJCorr + + +def mask_reject(values, idx_reject, j, interval_size): + + if idx_reject is None or j not in idx_reject: + return values + + mask = np.ones_like(idx_reject[j], dtype=float) + mask[idx_reject[j]] = np.nan + + # delta = (interval_size - 1) // 2 + + # if delta > 0: + # return values * mask[delta:-delta] + + return values * mask diff --git a/pymultifracs/viz.py b/pymultifracs/viz.py index fbf5f19..22e433e 100644 --- a/pymultifracs/viz.py +++ b/pymultifracs/viz.py @@ -1,17 +1,17 @@ -from distutils.log import error import time import os +from collections import namedtuple import matplotlib as mpl import matplotlib.pyplot as plt -from matplotlib.colors import CenteredNorm, Normalize, PowerNorm -import matplotlib.cm as cm -from matplotlib.ticker import AutoLocator +from matplotlib.colors import PowerNorm import seaborn as sns import numpy as np import pandas as pd +from scipy.signal import welch -from .psd import log_plot +# from .wavelet import _estimate_eta_p, wavelet_analysis +from . import wavelet, multiresquantity def plot_multiscale(results, seg2color, ax=None): @@ -111,39 +111,43 @@ def cp_string_format(cp, CI=False): return f"{cp:.3f}" -def plot_bicm(cm, ind_m1, ind_m2, j1, j2, scaling_range, ax, C_color='grey', +def plot_bicm(cm, m1, m2, j1, j2, scaling_range, ax, C_color='grey', fit_color='k', plot_legend=False, lw_fit=2, plot_fit=True, - C_fmt='--.', lw_C=None, offset=0, plot_CI=True, **C_kwargs): + C_fmt='--.', lw_C=None, offset=0, plot_CI=True, signal_idx1=0, + signal_idx2=0, **C_kwargs): + + if cm.mode == 'pairwise': + signal_idx2 = 0 - if j1 is None: - j1 = cm.j.min() - - if j2 is None: - j2 = cm.j.max() + j1, j2, j_min, j_max = cm.get_jrange(j1, j2) if cm.j.min() > j1: raise ValueError(f"Expected mrq to have minium scale {j1=}, got " f"{cm.j.min()} instead") - j_min = j1 - cm.j.min() - j_max = j2 - cm.j.min() + 1 + # ind_m = cm.m.index((m1, m2)) + idx = np.s_[j_min:j_max] - m1 = cm.m[ind_m1] - m2 = cm.m[ind_m2] + x = cm.j[idx] + y = getattr(cm, f'C{m1}{m2}')[idx, scaling_range, :, :, 0] - x = cm.j[j_min:j_max] - y = getattr(cm, f'C{m1}{m2}')[j_min:j_max] + if m1 == 0: + y = y[:, signal_idx2, 0] + elif m2 == 0: + y = y[:, signal_idx1, 0] + else: + y = y[:, signal_idx1, signal_idx2] - if cm.bootstrapped_mrq is not None and plot_CI: + if cm.bootstrapped_obj is not None and plot_CI: - if cm.bootstrapped_mrq.j.min() > j1: + if cm.bootstrapped_obj.j.min() > j1: raise ValueError( f"Expected bootstrapped mrq to have minimum scale {j1=}, got " - f"{cm.bootstrapped_mrq.j.min()} instead") + f"{cm.bootstrapped_obj.j.min()} instead") CI = getattr(cm, f'CIE_C{m1}{m2}')[ - j1 - cm.bootstrapped_mrq.j.min(): - j2 - cm.bootstrapped_mrq.j.min() + 1] + j1 - cm.bootstrapped_obj.j.min(): + j2 - cm.bootstrapped_obj.j.min() + 1] CI -= y[:, None] CI[:, :, 1] *= -1 @@ -171,15 +175,24 @@ def plot_bicm(cm, ind_m1, ind_m2, j1, j2, scaling_range, ax, C_color='grey', if len(cm.log_cumulants) > 0 and plot_fit: x0, x1 = cm.scaling_ranges[scaling_range] - slope_log2_e = cm.log_cumulants[ind_m1, ind_m2, scaling_range] - slope = cm.slope[ind_m1, ind_m2, scaling_range] - intercept = cm.intercept[ind_m1, ind_m2, scaling_range] + + slope_log2_e = getattr(cm, f'c{m1}{m2}')[ + scaling_range, signal_idx1, signal_idx2, 0] + slope = slope_log2_e / np.log2(np.e) + + # match m1, m2: + # case 0, m2: + # intercept = cm.margin2_intercept[ind_m2, scaling_range]. + + intercept = cm.intercept[ + m1, m2, scaling_range, signal_idx1, signal_idx2, 0] y0 = slope*x0 + intercept y1 = slope*x1 + intercept - if cm.bootstrapped_mrq is not None: - CI = getattr(cm, f"CIE_c{m1}{m2}") + if cm.bootstrapped_obj is not None: + CI = getattr(cm, f"CIE_c{m1}{m2}")[ + scaling_range, signal_idx1, signal_idx2] CI_legend = ( f"; [{cp_string_format(CI[scaling_range, 1], True)}, " f"{cp_string_format(CI[scaling_range, 0], True)}]") @@ -194,52 +207,43 @@ def plot_bicm(cm, ind_m1, ind_m2, j1, j2, scaling_range, ax, C_color='grey', if plot_legend: ax.legend() + ax.set(xlim=(j1-.5, j2+.5)) + def plot_cm(cm, ind_m, j1, j2, scaling_range, ax, C_color='grey', fit_color='k', plot_legend=False, lw_fit=2, plot_fit=True, C_fmt='--.', lw_C=None, offset=0, plot_CI=True, signal_idx=0, - **C_kwargs): - - if j1 is None: - if cm.bootstrapped_mrq is not None: - j1 = cm.bootstrapped_mrq.j.min() - else: - j1 = cm.j.min() + shift_gamint=False, **C_kwargs): - - if j2 is None: - j2 = cm.j.max() - - if cm.j.min() > j1: - raise ValueError(f"Expected mrq to have minium scale {j1=}, got " - f"{cm.j.min()} instead") - - j_min = int(j1 - cm.j.min()) - j_max = int(j2 - cm.j.min() + 1) + j1, j2, j_min, j_max = cm.get_jrange(j1, j2, plot_CI) m = cm.m[ind_m] x = cm.j[j_min:j_max] - y = getattr(cm, f'C{m}')[j_min:j_max, signal_idx, 0] + y = getattr(cm, f'C{m}')[j_min:j_max, scaling_range, signal_idx, 0] + + if shift_gamint and ind_m == 0: + y -= x * cm.gamint / np.log2(np.e) - if cm.bootstrapped_mrq is not None and plot_CI: + if cm.bootstrapped_obj is not None and plot_CI: - if cm.bootstrapped_mrq.j.min() > j1: + if cm.bootstrapped_obj.j.min() > j1: raise ValueError( f"Expected bootstrapped mrq to have minimum scale {j1=}, got " - f"{cm.bootstrapped_mrq.j.min()} instead") + f"{cm.bootstrapped_obj.j.min()} instead") - CI_slice = np.s_[int(j1 - cm.bootstrapped_mrq.j.min()): - int(j2 - cm.bootstrapped_mrq.j.min() + 1)] + CI_slice = np.s_[int(j1 - cm.bootstrapped_obj.j.min()): + int(j2 - cm.bootstrapped_obj.j.min() + 1)] - CI = getattr(cm, f'CIE_C{m}')[CI_slice, signal_idx] + CI = getattr(cm, f'CIE_C{m}')[CI_slice, scaling_range, signal_idx] CI -= y[:, None] CI[:, 1] *= -1 - assert (CI < 0).sum() == 0 +# assert (CI < 0).sum() == 0 + CI[CI < 0] = 0 CI = CI.transpose() - + else: CI = None @@ -253,22 +257,25 @@ def plot_cm(cm, ind_m, j1, j2, scaling_range, ax, C_color='grey', ax.errorbar(x, y, CI, fmt=C_fmt, color=C_color, lw=lw_C, **errobar_params) - ax.set_xlabel('j') - ax.set_ylabel(f'$C_{m}(j)$') - # ax.grid() - # plt.draw() + ax.set(xlabel='Temporal scale $j$', ylabel=f'$C_{m}(j)$') if len(cm.log_cumulants) > 0 and plot_fit: x0, x1 = cm.scaling_ranges[scaling_range] - slope_log2_e = cm.log_cumulants[ind_m, scaling_range, signal_idx] - slope = cm.slope[ind_m, scaling_range, signal_idx] - intercept = cm.intercept[ind_m, scaling_range, signal_idx] + slope_log2_e = cm.log_cumulants[ind_m, scaling_range].reshape(cm.n_sig, -1)[signal_idx, 0] - y0 = slope*x0 + intercept - y1 = slope*x1 + intercept + if shift_gamint and ind_m == 0: + slope_log2_e -= cm.gamint + + slope = slope_log2_e / np.log2(np.e) + # slope = cm.slope[ind_m, scaling_range, signal_idx] + + intercept = cm.intercept[ind_m, scaling_range].reshape(cm.n_sig, -1)[signal_idx, 0] - if cm.bootstrapped_mrq is not None: + y0 = slope*x0 + intercept + offset + y1 = slope*x1 + intercept + offset + + if cm.bootstrapped_obj is not None and plot_CI: CI = getattr(cm, f"CIE_c{m}")[scaling_range, signal_idx] CI_legend = ( @@ -285,10 +292,14 @@ def plot_cm(cm, ind_m, j1, j2, scaling_range, ax, C_color='grey', if plot_legend: ax.legend() + ax.tick_params(top=False, right=False, which='minor') + + ax.set(xlim=(j1-.5, j2+.5)) -def plot_cumulants(cm, figsize, fignum=1, nrow=3, j1=None, filename=None, + +def plot_cumulants(cm, figsize, nrow=2, j1=None, filename=None, scaling_range=0, legend=True, n_cumul=None, signal_idx=0, - **kw): + fignum=1, **kw): """ Plots the cumulants. Args: @@ -303,12 +314,14 @@ def plot_cumulants(cm, figsize, fignum=1, nrow=3, j1=None, filename=None, if len(cm.m) > 1: plot_dim_1 = nrow - plot_dim_2 = int(np.ceil(len(cm.m) / nrow)) - + plot_dim_2 = int(np.ceil(n_cumul / nrow)) else: plot_dim_1 = 1 plot_dim_2 = 1 + if figsize is None: + figsize = (3.3 * plot_dim_2, 1 * plot_dim_1) + fig, axes = plt.subplots(plot_dim_1, plot_dim_2, num=fignum, @@ -316,144 +329,128 @@ def plot_cumulants(cm, figsize, fignum=1, nrow=3, j1=None, filename=None, figsize=figsize, sharex=True) - # fig.suptitle(cm.formalism + r' - cumulants $C_m(j)$') - - # x = cm.j[j_min:] - for ind_m, m in enumerate(cm.m[:n_cumul]): ax = axes[ind_m % nrow][ind_m // nrow] - plot_cm(cm, ind_m, j1, None, scaling_range, ax, plot_legend=True, + plot_cm(cm, ind_m, j1, None, scaling_range, ax, plot_legend=legend, signal_idx=signal_idx, **kw) + + for j in range(ind_m): - # y = getattr(cm, f'C{m}')[j_min:, scaling_range] - - # if cm.bootstrapped_mrq is not None: - - # if cm.bootstrapped_mrq.j.min() > j1: - # raise ValueError(f"Expected bootstrapped mrq to have minimum scale {j1=}, got {cm.bootstrapped_mrq.j.min()} instead") - - # CI = getattr(cm, f'CIE_C{m}')[j1 - cm.bootstrapped_mrq.j.min():] - - # CI -= y[:, None] - # CI[:, 1] *= -1 - # assert (CI < 0).sum() == 0 - # CI = CI.transpose() - - # else: - # CI = None - - # ax = axes[ind_m % nrow][ind_m // nrow] - - # ax.errorbar(x, y, CI, fmt='--.', color='grey', zorder=-1) - # ax.set_xlabel('j') - # ax.set_ylabel('m = ' + str(m)) - # # ax.grid() - # # plt.draw() + if j % nrow == nrow-1: + continue - # if len(cm.log_cumulants) > 0: + axes[j % nrow][j // nrow].xaxis.set_visible(False) - # x0, x1 = cm.scaling_ranges[scaling_range] - # slope_log2_e = cm.log_cumulants[ind_m, scaling_range, 0] - # slope = cm.slope[ind_m, scaling_range, 0] - # intercept = cm.intercept[ind_m, scaling_range, 0] + for j in range(ind_m + 1, len(axes.flat)): + fig.delaxes(axes[j % nrow][j // nrow]) - # y0 = slope*x0 + intercept - # y1 = slope*x1 + intercept + if filename is not None: + plt.savefig(filename) - # if cm.bootstrapped_mrq is not None: - # CI = getattr(cm, f"CIE_c{m}") - # CI_legend = ( - # f"; [{cp_string_format(CI[scaling_range, 1], True)}, " - # f"{cp_string_format(CI[scaling_range, 1], True)}]") - # else: - # CI_legend = "" - # legend = (rf'$c_{m}$ = {cp_string_format(slope_log2_e)}' - # + CI_legend) +def plot_coef(mrq, j1, j2, ax=None, vmin=None, vmax=None, cbar=True, + figsize=(2.5, 1), gamma=.3, nan_idx=None, signal_idx=0, + cbar_kw=None, cmap='magma'): - # ax.plot([x0, x1], [y0, y1], color='k', - # linestyle='-', linewidth=2, label=legend, zorder=0) - # if legend: - # ax.legend() - # plt.draw() + leader = isinstance(mrq, multiresquantity.WaveletLeader) + leader_idx_correction = True - for j in range(ind_m): - axes[j % nrow][j // nrow].xaxis.set_visible(False) + if vmax is None: + max_scale = [ + np.nanmax(mrq.values[s][:, signal_idx]) + for s in range(j1, j2+1) if s in mrq.values + ] - for j in range(ind_m + 1, len(axes.flat)): - fig.delaxes(axes[j % nrow][j // nrow]) + if vmin is None: + min_scale = [ + np.nanmin(np.abs(mrq.values[s][:, signal_idx])) + for s in range(j1, j2+1) if s in mrq.values + ] - plt.tight_layout() + if leader and not np.isinf(mrq.p_exp): - if filename is not None: - plt.savefig(filename) + if mrq.eta_p is None: - # return fig + mrq.eta_p = wavelet._estimate_eta_p( + mrq.origin_mrq, mrq.p_exp, [(j1, j2)], False, None + ) + ZPJCorr = mrq.correct_pleaders()[None, 0, signal_idx] -def plot_coef(mrq, j1, j2, leader=True, ax=None, vmin=None, vmax=None, - leader_idx_correction=True, cbar=True, figsize=(20, 7), - gamma=.3, nan_idx=None): + if vmax is None: + max_scale = [ + m * ZPJCorr[:, scale-j1] + for m, scale in zip(max_scale, range(j1, j2+1)) + ] - min_all = min([np.nanmin(mrq[s]) for s in range(j1, j2+1) if s in mrq]) + if vmin is None: + min_scale = [ + m * ZPJCorr[:, scale-j1] + for m, scale in zip(min_scale, range(j1, j2+1)) + ] if vmax is None: - vmax = max([np.nanmax(mrq[s]) for s in range(j1, j2+1) if s in mrq]) + vmax = max(max_scale) if vmin is None: - vmin = min_all + vmin = min(min_scale) if ax is None: fig, ax = plt.subplots(1, 1, figsize=figsize, layout='constrained')#, width_ratios=[20, 1]) - if leader: - norm = PowerNorm(vmin=vmin, vmax=vmax, gamma=gamma) - else: - norm = PowerNorm(vmin=vmin, vmax=vmax, gamma=gamma) - - # ax = axes[0] - - cmap = mpl.cm.get_cmap('inferno').copy() + norm = PowerNorm(vmin=vmin, vmax=vmax, gamma=gamma) + if isinstance(cmap, str): + cmap = sns.color_palette(cmap, as_cmap=True) cmap.set_bad('grey') for i, scale in enumerate(range(j1, j2 + 1)): - if scale not in mrq: + if scale not in mrq.values: continue - temp = mrq[scale][:, 0] + temp = mrq.get_values(scale)[:, 0, signal_idx] X = ((np.arange(temp.shape[0] + 1) - + (1 if leader and leader_idx_correction else 0)) - * (2 ** (scale - j1 + 1))) + # + (1 if leader and leader_idx_correction else 0)) + # + 1 + ) * (2 ** (scale - j1))) + # X += scale - 1 + # if leader and scale > 1: + # X += 2 ** (scale - j1 - 1) X = np.tile(X[:, None], (1, 2)) - C = temp[:, None] + C = np.copy(temp[:, None]) if not leader: C = np.abs(C) + # Correcting potential p_leaders + # if leader and not np.isinf(mrq.p_exp): + # C *= ZPJCorr[:, scale - j1] + Y = np.ones(X.shape[0]) * scale Y = np.stack([Y - .5, Y + .5]).transpose() qm = ax.pcolormesh(X, Y, C, cmap=cmap, norm=norm, rasterized=True) - if nan_idx is not None: + if nan_idx is not None and scale in nan_idx: idx = np.unique(np.r_[nan_idx[scale], nan_idx[scale] + 1]) - segments = np.split(idx, np.where(np.diff(idx) != 1)[0]+1) + segments = np.split(idx, np.where(np.diff(idx) != 1)[0] + 1) for seg in segments: if len(seg) == 0: continue - ax.pcolormesh(X[seg[[0, -1]]], Y[seg[[0, -1]]], C[[0]], alpha=1, - edgecolor='xkcd:blue') + ax.pcolormesh( + X[seg[[0, -1]]], Y[seg[[0, -1]]], C[[0]], alpha=1, + edgecolor='xkcd:blue') ax.set(ylim=(j1-.5, j2+.5), yticks=range(j1, j2+1), - xlabel='shift $k$', ylabel='scale $j$', facecolor='grey', xlim=(0, mrq[j1].shape[0]*2)) + xlabel='shift $k$', ylabel='scale $j$', facecolor='grey', + xlim=(0, mrq.values[j1].shape[0])) ax.tick_params(which='minor', left=True, right=False, top=False, color='w') ax.yaxis.set_minor_locator(mpl.ticker.IndexLocator(base=1, offset=.5)) @@ -467,8 +464,14 @@ def plot_coef(mrq, j1, j2, leader=True, ax=None, vmin=None, vmax=None, if cbar: # formatter = mpl.ticker.LogFormatterSciNotation(labelOnlyBase=False, minor_thresholds=(np.inf, np.inf)) # formatter = mpl.ticker.LogFormatterSciNotation(labelOnlyBase=False, minor_thresholds=(np.inf, np.inf)) - locator = mpl.ticker.MaxNLocator(4, symmetric=False) - cb = plt.colorbar(qm, ax=ax, ticks=locator, fraction=.1, aspect=8) + # + + if cbar_kw is None: + cbar_kw = dict( + fraction=.1, aspect=8, + ticks=mpl.ticker.MaxNLocator(4, symmetric=False)) + + cb = plt.colorbar(qm, ax=ax, **cbar_kw) # plt.colorbar(qm, ax=ax es[0], ticks=locator, aspect=1) cb.ax.tick_params(which='major', size=3) cb.ax.tick_params(which='minor', right=False) @@ -516,3 +519,260 @@ def start_xvfb(wait=3, window_size=None): os.environ['DISPLAY'] = display_num if wait: time.sleep(wait) + + +PSD = namedtuple('PSD', 'freq psd') +"""Aggregates power spectral density information + +Attributes +---------- +freq : ndarray + Frequency support of the psd values +psd : ndarray + Power density associated matching the frequencies in ``freq`` +""" + + +def plot_psd(signal, fs, n_fft=512, seg_size=None, n_moments=2, + log='log2', ax=None, wt='db'): + """ + Plot the superposition of Fourier-based Welch estimation and Wavelet-based + estimation of PSD on a log-log graphic. + + Based on the `wavelet_fourier_spectrum` function of the MATLAB toolbox + mf_bs_toolbox-v0.2 [1]_ + + Parameters + ---------- + signal : ndarray, shape (n_samples,) + Time series of sampled values + + fs : float + Sampling frequency of ``signal`` + + n_fft : int, optional + Length of the FFT desired. + If `seg_size` is greater, ``n_fft = seg_size``. + + seg_size : int | None + Length of Welch segments. + Defaults to None, which sets it equal to ``n_fft`` + + n_moments : int + Number of vanishing moments of the Daubechies wavelet used in the + Wavelet decomposition. + + log : str + Log function to use on the frequency and power axes + + References + ---------- + .. [1] \ + http://www.ens-lyon.fr/PHYSIQUE/Equipe3/Multifractal/dat/mf_bs_tool-v0.2.zip + """ + + # Computing + + freq_fourier, psd_fourier = welch_estimation(signal, fs, n_fft, + seg_size) + freq_wavelet, psd_wavelet = wavelet_estimation(signal, fs, n_moments, wt=wt) + + # Plotting + + freq = [freq_fourier, freq_wavelet] + psd = [psd_fourier, psd_wavelet] + legend = ['Fourier', 'Wavelet'] + log_plot(freq, psd, legend, log=log, ax=ax) + + +log_function = {'log2': np.log2, + 'log': np.log} + + +def _log_psd(freq, psd, log): + """ + Compute the logged values of a PSD and its frequency support similarly to + the MATLAB toolbox + """ + + # Avoid computing log(0) + if np.any(freq == 0): + support = [freq != 0.0][0] + freq, psd = freq[support], psd[support] + + # Compute the logged values of the frequency and psd + log = log_function[log] + freq, psd = log(freq), log(psd) + + return freq, psd + + +def log_plot(freq_list, psd_list, legend=None, fmt=None, color=None, slope=[], + log='log2', lowpass_freq=np.inf, xticks=None, + title='Power Spectral Density', ax=None, show=False, + plot_kwargs={}, linewidth=None): + """ + Perform a log-log plot over a list of paired frequency range and PSD, with + optional legend and fitted slope + + Parameters + ---------- + freq_list: list + list of frequency supports of the PSDs to plot + + psd_list: list + list of PSDs to plot + + legend: list | None + list of labels to assign to the PSDs + + color: list | None + colors to assign to the plotted PSDs + + slope: [(freq, psd)] | [] + list of 2-tuples containing the frequency support and PSD + representation of a slope to plot + TODO: replace (freq, psd) with (beta, log_C) + + log: str + name of log function to use on the data before plotting + """ + + ax = plt.gca() if ax is None else ax + + ax.set_xlabel(f'{log} f') + ax.set_ylabel(f'{log} S_2(f)') + ax.set_title(title) + + if color is None: + cmap = plt.get_cmap("tab10") + color = [cmap(i % 10) for i in range(len(freq_list))] + + if linewidth is None: + linewidth = [1.5] * len(freq_list) + + if fmt is None: + fmt = ['-'] * len(freq_list) + + for i, (freq, psd, f, col, lw) in enumerate(zip(freq_list, psd_list, fmt, + color, linewidth)): + + indx = tuple([freq < lowpass_freq]) + freq, psd = freq[indx], psd[indx] + log_freq, psd = _log_psd(freq, psd, log) # Log frequency and psd + + ax.plot(log_freq, psd, f, c=col, lw=lw, **plot_kwargs) + + if xticks is not None and i == len(freq_list) - 1: + ax.set_xticks(log_freq) + ax.set_xticklabels([f'{fr:.2f}' if fr < 1 else f'{fr:.1f}' + for fr in freq]) + # plt.xticks(log_freq, [f'{fr:.2f}' for fr in freq]) + + if color is None: + c_gen = (f'C{i}' for i in range(len(freq_list))) + else: + c_gen = color + + for tup, c in zip(slope, c_gen): + ax.plot(*tup, color=c, dashes=[6, 2], lw=2) + + if legend is not None: + ax.legend(legend) + + if show: + plt.show() + + +def welch_estimation(signal, fs, n_fft=512, seg_size=None): + """ + Wrapper for :obj:`scipy.signal.welch` + + Parameters + ---------- + signal : 1D-array_like + Time series of sampled values + + fs : float + Sampling frequency of the signal + + n_fft : int, optional + Length of the FFT desired. + If `seg_size` is greater, ``n_fft = seg_size``. + + seg_size : int | None + Length of Welch segments. + Defaults to None, which sets it equal to `n_fft` + + Returns + ------- + psd : PSD + """ + + # Input argument sanitizing + + if seg_size is None: + seg_size = n_fft + + if n_fft < seg_size: + n_fft = seg_size + + # Frequency + # freq = fs * np.linspace(0, 0.5, n_fft // 2 + 1) + + # PSD + freq, psd = welch(signal, + window='hamming', + nperseg=seg_size, + noverlap=seg_size / 2, + nfft=n_fft, + detrend=False, + return_onesided=True, + scaling='density', + average='mean', + fs=fs) + + psd *= 4 # compensating for negative frequencies + psd = np.array(psd) + + return PSD(freq=freq, psd=psd) + + +def wavelet_estimation(signal, fs, n_moments, j2=None, wt='db'): + """ + PSD estimation based on Wavelet coefficients + + The PSD is estimated using :obj:`~pymultifracs.wavelet.wavelet_analysis`. + + Parameters + ---------- + signal : ndarray, shape (n_samples,) + Time series + fs : float + Sampling frequency of the signal + n_moments : int + Number of vanishing moments of the Daubechies wavelet used in the + wavelet transform. + + Returns + ------- + psd : PSD + """ + + # PSD + WT = wavelet.wavelet_analysis( + signal, j2=j2, normalization=1, wt_name=f'{wt}{n_moments}') + WT = WT.integrate(0.5) + + # for arr in transform.wt_coefs.values.values(): + + psd = [np.nanmean(np.square(arr), axis=0) for arr in WT.values.values()] + psd = np.array(psd) + + # Frequency + # scale = np.arange(len(psd)) + 1 + # freq = (3/4 * fs) / (np.power(2, scale)) + # freq = + freq = WT.scale2freq(np.array([*WT.values]), fs) + + return PSD(freq=freq, psd=psd) diff --git a/pymultifracs/wavelet.py b/pymultifracs/wavelet.py index b57a98a..9b44a3e 100644 --- a/pymultifracs/wavelet.py +++ b/pymultifracs/wavelet.py @@ -5,13 +5,15 @@ import warnings from collections import namedtuple +from copy import deepcopy +from math import ceil, floor import pywt import numpy as np -from scipy.signal import convolve +from scipy import signal -from .structurefunction import StructureFunction -from .multiresquantity import MultiResolutionQuantity +from . import multiresquantity +# from .multiresquantity import WaveletDec, Wtwse, WaveletLeader from .utils import fast_power, get_filter_length, max_scale_bootstrap @@ -26,56 +28,6 @@ def _check_formalism(p_exp): else: return 'wavelet p-leader' - -def _estimate_eta_p(wt_coefs, p_exp, j1, j2_eff, weighted): - """ - Estimate the value of eta_p - """ - - wavelet_structure = StructureFunction(wt_coefs, - np.array([p_exp]), - [(j1, j2_eff)], - weighted) - - return wavelet_structure.zeta[0, 0] - - -def _correct_leaders(wt_coefs, wt_leaders, p_exp, j1, j2_eff, - weighted, max_level): - """ - Correct p-leaders for nonlinearity (according to the Matlab toolbox) - """ - - eta_p = _estimate_eta_p(wt_coefs, p_exp, j1, j2_eff, weighted) - - if eta_p.min() <= 0: - warnings.warn(f"eta(p) = {eta_p} <= 0, p-Leaders correction was not\ - applied. A smaller value of p (or larger value of\ - gamint) should be selected.") - return wt_leaders, eta_p - - JJ = np.arange(1, max_level + 1) - J1LF = 1 - JJ0 = JJ - J1LF + 1 - - # eta_p shape (n_rep,) - # JJ0 shape (n_level,) - - zqhqcorr = np.log2((1 - np.power(2., -JJ0[None, :] * eta_p[:, None])) - / (1 - np.power(2., -eta_p[:, None]))) - ZPJCorr = np.power(2, (-1.0 / p_exp) * zqhqcorr) - - # import ipdb; ipdb.set_trace() - - # ZPJCorr shape (n_rep, n_level) - - for ind_j, j in enumerate(JJ): - wt_leaders.values[j] = \ - wt_leaders.values[j]*ZPJCorr[None, :, ind_j] - - return wt_leaders, eta_p - - def decomposition_level_bootstrap(X, wt_name): """ Determines maximum scale possible to perform bootstrapping @@ -145,8 +97,8 @@ def filtering(approx, high_filter, low_filter): # apply filters # note: 'direct' method MUST be used, since there are elements # that are np.inf inside `approx` - high = convolve(approx, high_filter, mode='full', method='direct') - low = convolve(approx, low_filter, mode='full', method='direct') + high = signal.convolve(approx, high_filter, mode='full', method='direct') + low = signal.convolve(approx, low_filter, mode='full', method='direct') # high[np.isnan(high)] = np.inf # low[np.isnan(low)] = np.inf @@ -178,9 +130,44 @@ def filtering(approx, high_filter, low_filter): detail = high[detail_idx] approx = low[approx_idx] + # detail = detail[fp:-fp] + return detail, approx +def filtering2(approx, wt): + """ + """ + + # mode = 'per' if standard == 'matlab' else 'zero' + mode = 'zero' + low, high = pywt.dwt(approx, wt, mode=mode, axis=0) + + # if mode == 'per': + # # index of first good value + # fp = ceil(wt.dec_len / 2) - 1 + # lp = - fp + # if mode == 'zero': + fp = ceil((wt.dec_len - 1) / 2) - 1 + # index of last good value + lp = -fp + + # replace border with nan + high[:fp] = np.nan + high[lp:] = np.nan + low[:fp] = np.nan + low[lp:] = np.nan + + if approx.shape[0] % 2 == 1: + return -high[:-1], low[fp:lp] + + if lp == -1: + low_slice = np.s_[fp:] + else: + low_slice = np.s_[fp:lp+1] + + return -high[:-1], low[low_slice] + def _find_sans_voisin(scale, detail, sans_voisin, formalism): if scale == 1: @@ -208,7 +195,8 @@ def _find_sans_voisin(scale, detail, sans_voisin, formalism): return sans_voisin -def _compute_leaders(detail, sans_voisin, scale, formalism, p_exp, size=3): +def _compute_leaders(detail, sans_voisin, scale, formalism, p_exp, + eta_p_srange=None, eta_p_weighted=None, size=3): """ Compute wavelet leaders """ @@ -243,12 +231,15 @@ def _compute_leaders(detail, sans_voisin, scale, formalism, p_exp, size=3): return leaders, sans_voisin -def compute_leaders(wt_coefs, gamint, p_exp, j1=1, j2_reg=None, size=3): +def compute_leaders2(wt_coefs, gamint, p_exp, size=3): + # TODO: call from wavelet_analysis formalism = _check_formalism(p_exp) sans_voisin = None - wt_leaders = MultiResolutionQuantity(formalism, gamint) + wt_leaders = multiresquantity.WaveletLeader( + gamint=gamint, p_exp=p_exp, origin_mrq=wt_coefs, interval_size=size, + wt_name=wt_coefs.wt_name) max_level = wt_coefs.j2_eff() @@ -271,33 +262,39 @@ def compute_leaders(wt_coefs, gamint, p_exp, j1=1, j2_reg=None, size=3): wt_leaders.add_values(leaders, scale) - # "effective" j2, used in linear regression - j2_eff = int(min(max_level, j2_reg) if j2_reg is not None else max_level) - - if formalism == 'wavelet p-leader': - wt_leaders, eta_p = _correct_leaders(wt_coefs, wt_leaders, p_exp, - j1, j2_eff, None, max_level) - else: - eta_p = None + return wt_leaders - return wt_leaders, eta_p +def compute_leaders(wt_coefs, p_exp=np.inf, size=3): + """ + Computes the wavelet (p)-leaders from the wavelet coefficients + """ -def compute_leaders2(wt_coefs, gamint, p_exp, j1=1, j2_reg=None, size=3, - idx_reject=None): + if size % 2 == 0: + raise ValueError( + f'Interval size needs to be an odd integer, currently is {size}') - formalism = _check_formalism(p_exp) + if p_exp is None: + return wt_coefs - wt_leaders = MultiResolutionQuantity(formalism, gamint) + wt_leaders = multiresquantity.WaveletLeader( + gamint=wt_coefs.gamint, n_sig=wt_coefs.n_sig, p_exp=p_exp, + origin_mrq=wt_coefs, interval_size=size, wt_name=wt_coefs.wt_name) max_level = wt_coefs.j2_eff() - pleader_p = {} + leader_flag = p_exp == np.inf + + if leader_flag: + p_exp = 1 + + pleader_p = {j: np.zeros_like(wt_coefs.values[j]) for j in wt_coefs.values} for scale in range(1, max_level + 1): # coefs = 2 ** scale * fast_power(np.abs(wt_coefs.values[scale]), p_exp) - coefs = fast_power(np.abs(wt_coefs.values[scale]), p_exp) + coefs = fast_power( + np.abs(wt_coefs.values[scale]), p_exp) # if (idx_reject is not None and idx_reject[scale].sum() > 0 # and scale >= j1 and scale <= j2_reg): @@ -309,38 +306,49 @@ def compute_leaders2(wt_coefs, gamint, p_exp, j1=1, j2_reg=None, size=3, # # print(scale_contrib_reject_count) # print(idx.sum()) - scale_contribution = np.stack([ - coefs[2:], - coefs[1:-1], - coefs[:-2] + scale_contribution = np.zeros((size, *coefs.shape)) + np.nan + + if size > 1: + idx_size = np.s_[(size-1)//2:-((size-1)//2)] + else: + idx_size = np.s_[:] + + scale_contribution[:, idx_size] = np.stack([ + coefs[size-i:-(i-1) or None] for i in range(1, size+1) ], axis=0) - if (idx_reject is not None and idx_reject[scale].sum() > 0 - and scale >= j1 and scale <= j2_reg): + # if (idx_reject is not None + # and scale in idx_reject + # and idx_reject[scale].sum() > 0): - idx = idx_reject[scale] - # print(scale_contribution.shape, idx.shape, idx.transpose(0, 1, 2).shape) - scale_contribution[:, idx.squeeze().transpose()] = np.nan + # idx = idx_reject[scale] + # scale_contribution[:, idx.squeeze().transpose()] = np.nan if scale == 1: leaders = np.sum(scale_contribution, axis=0) pleader_p[scale] = leaders + # pleader_p[scale] = fast_power(np.power(2., -scale)*leaders, 1/p_exp) # print(pleader_p[scale].shape) continue - # max_index = int(np.floor(len(coefs) / 2)) + max_index = pleader_p[scale-1].shape[0] // 2 # max_index = (pleader_p[scale-1].shape[0] - 3) // 2 * 2 # print(pleader_p[scale-1][:-3:2].shape, # pleader_p[scale-1][3::2].shape) - lower_contribution = np.stack([ - pleader_p[scale-1][:-3:2], - pleader_p[scale-1][3::2] - ], axis=0) + lower_contribution = np.zeros((2, *coefs.shape)) + np.nan + + lower_contribution[0][:max_index] = pleader_p[scale-1][::2][:max_index] + lower_contribution[1][:max_index] = pleader_p[scale-1][1::2][:max_index] + + # lower_contribution = np.stack([ + # pleader_p[scale-1][:-size:2], + # pleader_p[scale-1][size::2] + # ], axis=0) # assert scale_contribution.shape[1] == lower_contribution.shape[1],\ # print(scale_contribution.shape, lower_contribution.shape, scale) @@ -349,171 +357,161 @@ def compute_leaders2(wt_coefs, gamint, p_exp, j1=1, j2_reg=None, size=3, # print(max_index, coefs.shape[0], pleader_p[scale-1].shape[0], # scale_contribution[:, :max_index // 2].shape) - max_index = lower_contribution.shape[1] + # max_index = lower_contribution.shape[1] # print(scale_contribution.shape, lower_contribution.shape) - leaders = np.sum(np.r_[ - scale_contribution[:, :max_index], - .5 * lower_contribution - ], axis=0) - pleader_p[scale] = leaders + if leader_flag: - # if scale == 12: - # import matplotlib.pyplot as plt - # plt.plot(leaders.squeeze()) - # plt.plot(scale_contribution.squeeze().transpose()) - # plt.plot(lower_contribution.squeeze().transpose()) - # plt.plot(scale_contribution[0]) - # plt.plot(lower_contribution[1]) - # plt.plot(lower_contribution[0]) - # print(np.isnan(leaders).sum()) + pleader_p[scale] = np.max(np.r_[ + scale_contribution, + .5 * lower_contribution + ], axis=0) - # print(leaders.shape, lower_contribution.shape, scale_contribution.shape) + else: - finite_idx_wl = np.logical_not(np.isnan(np.abs(leaders))) + leaders = np.sum(np.r_[ + scale_contribution, + .5 * lower_contribution + ], axis=0) + pleader_p[scale] = leaders + + # finite_idx_wl = np.logical_not(np.isnan(np.abs(leaders))) # leaders[~finite_idx_wl] = np.nan # if np.sum(finite_idx_wl, axis=0).min() < 3: + # max_level = scale-1 # break - # max_level = scale-1 for scale in range(1, max_level + 1): leaders = fast_power(pleader_p[scale], 1/p_exp) - # leaders = fast_power(2 ** 1-scale * pleader_p[scale], 1/p_exp) wt_leaders.add_values(leaders, scale) - # "effective" j2, used in linear regression - j2_eff = int(min(max_level, j2_reg) if j2_reg is not None else max_level) + # if formalism == 'wavelet p-leader': - if formalism == 'wavelet p-leader': - wt_leaders, eta_p = _correct_leaders(wt_coefs, wt_leaders, p_exp, - j1, j2_eff, None, max_level) - else: - eta_p = None - - return wt_leaders, eta_p - - -WaveletTransform = namedtuple('WaveletTransform', ['wt_coefs', - 'wt_leaders', - 'j2_eff', - 'eta_p']) -r"""Aggregates the output of wavelet analysis - -Attributes ----------- -wt_coefs : :class:`~pymultifracs.multiresquantity.MultiResolutionQuantity` - Wavelet coefficients -wt_leaders : :class:`~pymultifracs.multiresquantity.MultiResolutionQuantity` - Wavelet leaders, or p-leaders, depending on the value of ``p_exp`` passed -j2_eff : int - Maximum scale effectively used during the computation of the coefficients -eta_p : float - Estimated value of :math:`\eta_p`, before applying p-leader correction -""" + # working_coefs = deepcopy(wt_coefs) + # if idx_reject is not None: + # for scale in idx_reject: + # working_coefs.values[scale][1:-1][idx_reject[scale][0].squeeze().transpose()] = np.nan -def _wavelet_coef_analysis(approx, max_level, high_filter, low_filter, - normalization, gamint, j2, wt_name): + return wt_leaders - wt_coefs = MultiResolutionQuantity('wavelet coef', gamint, wt_name) - wt_leaders = None - for scale in range(1, max_level + 1): +# WaveletTransform = namedtuple('WaveletTransform', ['wt_coefs', +# 'wt_leaders', +# 'j2_eff']) +# r"""Aggregates the output of wavelet analysis - detail, approx = filtering(approx, high_filter, low_filter) +# Attributes +# ---------- +# wt_coefs : :class:`~pymultifracs.multiresquantity.MultiResolutionQuantity` +# Wavelet coefficients +# wt_leaders : :class:`~pymultifracs.multiresquantity.MultiResolutionQuantity` +# Wavelet leaders, or p-leaders, depending on the value of ``p_exp`` passed +# j2_eff : int +# Maximum scale effectively used during the computation of the coefficients +# eta_p : float +# Estimated value of :math:`\eta_p`, before applying p-leader correction +# """ - # normalization - detail = detail*2**(scale*(0.5-1/normalization)) - # fractional integration - detail = detail*2.0**(gamint*scale) +# def _wavelet_coef_analysis(approx, max_level, high_filter, low_filter, +# normalization, gamint, j2, wt_name): - # remove infinite values and store wavelet coefficients - # finite_idx_coef = np.logical_not(np.isinf(np.abs(detail))) - finite_idx_coef = np.logical_not(np.isnan(np.abs(detail))) +# wt_coefs = MultiResolutionQuantity('wavelet coef', gamint, wt_name) +# wt_leaders = None - # print(np.sum(finite_idx_coef, axis=0).min()) +# for scale in range(1, max_level + 1): - if np.sum(finite_idx_coef, axis=0).min() < 3: - max_level = scale-1 - break +# detail, approx = filtering(approx, high_filter, low_filter) - # if 0 in np.sum(finite_idx_coef, axis=0): +# # normalization +# detail = detail*2**(scale*(0.5-1/normalization)) - # detail[~finite_idx_coef] = np.nan - wt_coefs.add_values(detail, scale) +# # fractional integration +# detail = detail*2.0**(gamint*scale) + +# # remove infinite values and store wavelet coefficients +# # finite_idx_coef = np.logical_not(np.isinf(np.abs(detail))) +# finite_idx_coef = np.logical_not(np.isnan(np.abs(detail))) + +# # print(np.sum(finite_idx_coef, axis=0).min()) + +# if np.sum(finite_idx_coef, axis=0).min() < 3: +# max_level = scale-1 +# break - # "effective" j2, used in linear regression - j2_eff = int(min(max_level, j2) if j2 is not None else max_level) +# # if 0 in np.sum(finite_idx_coef, axis=0): - return WaveletTransform(wt_leaders=wt_leaders, - wt_coefs=wt_coefs, - j2_eff=j2_eff, - eta_p=None) +# # detail[~finite_idx_coef] = np.nan +# wt_coefs.add_values(detail, scale) +# # "effective" j2, used in linear regression +# j2_eff = int(min(max_level, j2) if j2 is not None else max_level) -def wavelet_analysis(signal, p_exp=None, wt_name='db3', j1=1, j2=None, - gamint=0.0, normalization=1, weighted=None, - j2_reg=None): +# return WaveletTransform(wt_leaders=wt_leaders, +# wt_coefs=wt_coefs, +# j2_eff=j2_eff) + + +def integrate_wavelet(wt_coefs, gamint): + """ + Fractionally integrates the wavelet coef decomposition of a signal """ - Compute wavelet coefficient and wavelet leaders. + if (isinstance(wt_coefs, multiresquantity.Wtwse) + or isinstance(wt_coefs, multiresquantity.WaveletLeader)): + raise ValueError( + 'Input multi-resolution quantity should be wavelet coef') + + wt_int = multiresquantity.WaveletDec( + gamint=wt_coefs.gamint + gamint, wt_name=wt_coefs.wt_name, + n_sig=wt_coefs.n_sig) + + for scale in wt_coefs.values: + + wt_int.add_values( + wt_coefs.values[scale] * 2 ** (gamint * scale), scale)\ + + return wt_int + + +def wavelet_analysis(signal, wt_name='db3', j2=None, normalization=1): + """ + Compute wavelet coefficient and wavelet leaders. Parameters ---------- signal : ndarray, shape (n_samples,) | (n_samples, n_realisations) Time series to analyze. - p_exp : float | np.inf | None - Determines the formalism to be used: None means only wavelet coefs - will be computed, np.inf means wavelet leaders will also be computed, - and an int sets the value of the p exponent implying a wavelet p-leader - formalism. - wt_name : str Name of the wavelet function to use, as defined in the pywavelet package [1]_. The default value of ``'db3'`` means Daubechies with 3 vanishing moments. - j1 : int - Lower bound of the scale range on which to estimate :math:`\\eta_p` in - p-leader correction. - j2 : int | None Upper bound of the scale range for which wavelet coefficients will be computed. If None, it will automatically be set to the highest value possible. - gamint : float - Fractional integration coefficient :math:`\\gamma_{\\textrm{int}}` - normalization : int Norm to use on the wavelet coefficients, see notes for more details. - weighted : str | None - Whether to perform weighted linear regression, used only when - computing p-leaders for when estimating :math:`\\eta_p` in p-leader - correction - - j2_reg: int - Upper bound of the scale range on which to estimate :math:`\\eta_p' in p-leader correction - Returns ------- - WaveletTransform - Namedtuple containing the computed wavelet coefs, potential wavelet - leaders, and the effective maximum scale used + WaveletDec + Wavelet coefficient representation of the signal. Notes ----- When computing the wavelet coefficients, the values corrupted - by border effects are set to infinity (np.inf). + by border effects are set to NaN (np.nan). This makes it easier to compute the wavelet leaders, since - corrupted values will also be infinite and can be removed. + corrupted values will also be nan and can be easily discarded. .. note:: Wavelet coefficients are usually L^1 normalized [2]_, which is achieved by setting ``normalization=1``. @@ -528,50 +526,35 @@ def wavelet_analysis(signal, p_exp=None, wt_name='db3', j1=1, j2=None, , page5 """ - if len(signal.shape) == 1: + if signal.ndim == 1: signal = signal[:, None] + # if isinstance(gamint, np.ndarray) and gamint.ndim == 1: + # gamint = gamint[None, :] + # Initialize the filter wavelet = pywt.Wavelet(wt_name) # Investigate why -1 high_filter = -1*np.array(wavelet.dec_hi)[:, None] low_filter = np.array(wavelet.dec_lo)[:, None] - formalism = _check_formalism(p_exp) - max_level = _decomposition_level(signal, len(high_filter), j2) approx = signal - if j2_reg is not None and j2_reg > max_level: - - warnings.warn( - f'j2_reg={j2_reg} is larger than maximum decomposition scale, ' - f'has been set to {max_level}') - - j2_reg = max_level - - if formalism == 'wavelet coef': - return _wavelet_coef_analysis(approx, max_level, high_filter, - low_filter, normalization, gamint, j2, - wt_name) - # Initialize structures - wt_coefs = MultiResolutionQuantity('wavelet coef', gamint, wt_name, - n_sig=signal.shape[1]) - wt_leaders = MultiResolutionQuantity(formalism, gamint, wt_name, - n_sig=signal.shape[1]) - - sans_voisin = None + wt_coefs = multiresquantity.WaveletDec(gamint=0, wt_name=wt_name, n_sig=signal.shape[1]) for scale in range(1, max_level + 1): - detail, approx = filtering(approx, high_filter, low_filter) + # detail shape (N_coef_at_scale, n_realisations) + detail, approx = filtering2(approx, wavelet) + # normalization detail = detail*2**(scale*(0.5-1/normalization)) # fractional integration - detail = detail*2.0**(gamint*scale) + # detail = detail*2.0**(gamint*scale) # finite_idx_coef = np.logical_not(np.isinf(np.abs(detail))) finite_idx_coef = np.logical_not(np.isnan(np.abs(detail))) @@ -580,73 +563,63 @@ def wavelet_analysis(signal, p_exp=None, wt_name='db3', j1=1, j2=None, max_level = scale-1 break - # if 0 in np.sum(finite_idx_coef, axis=0): - # max_level = scale-1 - # break - - leaders, sans_voisin = _compute_leaders(detail, sans_voisin, - scale, formalism, p_exp) - # remove infinite values and store wavelet coefficients - # detail[~finite_idx_coef] = np.nan wt_coefs.add_values(detail, scale) - # remove infinite values and store wavelet leaders - # finite_idx_wl = np.logical_not(np.isinf(np.abs(leaders))) - finite_idx_wl = np.logical_not(np.isnan(np.abs(leaders))) - # leaders[~finite_idx_wl] = np.nan - - if np.sum(finite_idx_wl, axis=0).min() < 3: - max_level = scale-1 - break - - wt_leaders.add_values(leaders, scale) - if max_level == 0: - return WaveletTransform(None, None, max_level, None) + return None + + return wt_coefs - # "effective" j2, used in linear regression - j2_eff = int(min(max_level, j2_reg) if j2_reg is not None else max_level) - if formalism == 'wavelet p-leader': - wt_leaders, eta_p = _correct_leaders(wt_coefs, wt_leaders, p_exp, - j1, j2_eff, None, max_level) - else: - eta_p = None +def compute_wse(wt_coefs, theta=0.5): - return WaveletTransform(wt_leaders=wt_leaders, - wt_coefs=wt_coefs, - j2_eff=j2_eff, - eta_p=eta_p) + wse_coef = multiresquantity.Wtwse( + n_sig=wt_coefs.n_sig, origin_mrq=wt_coefs, wt_name=wt_coefs.wt_name, + gamint=wt_coefs.gamint, theta=theta) + # gamint_coefs = { + # j : 2 ** (gamint * j) for j in wt_coefs.values + # } -def compute_wse(wt_coefs, theta=0.5): + for scale, dwt in wt_coefs.values.items(): - wse_coef = MultiResolutionQuantity('weak scaling exponent', wt_coefs.gamint, wt_coefs.wt_name) + # On définit une tranche d'échelle J/sqrt(J) + lower_scale = max(1,int(scale-scale**(theta))) - for scale, dwt in wt_coefs.values.items(): - lower_scale = max(1,int(scale-scale**(theta))) # On définit une tranche d'échelle J/sqrt(J) - # lower_scale = np.min(lower_scale,scale) # On prend en compte où on dépasse le nombre d'échelle max + # On prend en compte où on dépasse le nombre d'échelle max + # lower_scale = np.min(lower_scale,scale) # J2 = 1 # Dans les cas des leaders J2=1 wse = np.zeros_like(dwt) # On initialise le max à 0 + for k in range(dwt.shape[0]): # On calcule les coefficient l(J1,k) - - for j in range(scale,lower_scale-1,-1): # On parcourt les tranches d'échelle allant de J2 à J1 - packet_size = (scale-j)+1 # On prend des paquets de coefficients qui varie + + # On parcourt les tranches d'échelle allant de J2 à J1 + for j in range(scale,lower_scale-1,-1): + + # On prend des paquets de coefficients qui varient + packet_size = (scale-j)+1 # packet_size = 1 # Pour calculer les leaders - cwav = wt_coefs.values[j] # On stock tous les coefs en ondelettes + # On stock tous les coefs en ondelettes + cwav = wt_coefs.values[j] # * gamint_coefs[j] nwav = cwav.shape[0] # On compte le nombre de coefs - left_bound = int(max(1, 2^(scale-j) * (k-packet_size)))-1 # On calcule la borne de gauche - right_bound = int(min(nwav,2^(scale-j) * (k+packet_size)))-1 # On calcule la borne de droite + # On calcule la borne de gauche + left_bound = int(max(0, 2**(scale-j) * (k-packet_size))) + # On calcule la borne de droite + right_bound = int(min(nwav-1,2**(scale-j) * (k+packet_size))) if right_bound <= left_bound: continue - wse[k] = np.nanmax(np.r_[wse[k], np.nanmax(abs(cwav[left_bound:right_bound]), axis=0)], axis=0) # On détermine le WSE + wse[k] = np.max( # On détermine le WSE + np.r_[ + wse[k], + np.max(abs(cwav[left_bound:right_bound]), axis=0)], + axis=0) wse_coef.add_values(wse, scale) - return wse_coef \ No newline at end of file + return wse_coef diff --git a/setup.cfg b/setup.cfg index 62fcbfc..2fdbe7f 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,3 +1,9 @@ [pylint] disable=relative-beyond-top-level -generated-members=plt.cm.* \ No newline at end of file +generated-members=plt.cm.* + +[coverage:run] +omit = + fractal_analysis.py + psd.py + _*.py \ No newline at end of file diff --git a/setup.py b/setup.py index 7a8d034..a67e9b8 100644 --- a/setup.py +++ b/setup.py @@ -14,22 +14,30 @@ if version is None: raise RuntimeError('Could not determine version') +extras = { + 'bootstrap': 'recombinator', + 'robust': ['statsmodels', 'ruptures', 'numba'], + 'test': [ + 'pytest', 'pytest-xdist', 'pytest-cov', 'statsmodels', 'recombinator', + 'joblib'], + 'doc': ['sphinx', 'numpydoc', 'pydata-sphinx-theme', 'nbsphinx'], +} setup(name='pymultifracs', version=version, description='Implements wavelet based fractal and multifractal analysis ' 'of 1d signals.', url='https://github.com/neurospin/pymultifracs', - author='Omar Darwiche Domingues, Merlin Dumeur', + author='Merlin Dumeur, Omar Darwiche Domingues', author_email='', license='MIT', packages=['pymultifracs'], install_requires=[ - 'numpy', 'scipy', 'scikit-learn', 'pywavelets', 'seaborn', - 'recombinator', 'statsmodels', + 'numpy', 'scipy', 'pywavelets', 'seaborn', ], + extras_require=extras, zip_safe=False, - python_requires='>=3.7', + python_requires='>=3.10', long_description=long_description, long_description_content_type='text/x-rst', classifiers=['Intended Audience :: Science/Research', @@ -49,4 +57,4 @@ 'Tracker': 'https://github.com/neurospin/pymultifracs/issues/', }, platforms='any', - ) +) diff --git a/tests/bivar_test.py b/tests/bivar_test.py index 897690c..b2ad10a 100644 --- a/tests/bivar_test.py +++ b/tests/bivar_test.py @@ -3,7 +3,8 @@ import numpy as np from scipy.io import loadmat -from pymultifracs.bivariate import bivariate_analysis_full +from pymultifracs.bivariate import bimfa +from pymultifracs import wavelet_analysis @pytest.mark.bivariate @@ -31,46 +32,30 @@ def test_bivariate(): def test_key(key): - # X = data[key].copy() - # j1 = param[key]['j1'].squeeze() - # j2 = param[key]['j2'].squeeze() - # # j2 = int(np.log2(X.shape[0]) - 4) - # p_exp = 2 - # gamint = 1 - - # dwt, lwt = bivariate_analysis_full(X[:, 0], X[:, 1], p_exp=p_exp, - # scaling_ranges=[(j1, j2)], - # gamint=gamint, weighted=None, - # n_cumul=2, - # q1=np.array([0, 1, 2]), - # q2=np.array([0, 1, 2]), - # R=2) - X = data[key].copy() - # j1 = param[key]['j1'].squeeze() - 2 j1 = 3 j2 = int(np.log2(X.shape[0]) - 4) j2 = 9 - # j2 = param[key]['j2'].squeeze() p_exp = 2 - gamint = 1 + gamint = .75 scaling_ranges = [(j1, j2)] - dwt, lwt = bivariate_analysis_full( - X[:, 0], X[:, 1], scaling_ranges, p_exp=p_exp, gamint=gamint, - weighted=None, n_cumul=2, q1=np.array([0, 1, 2]), - q2=np.array([0, 1, 2]), R=1) + WT = wavelet_analysis(X) + WTpL = WT.get_leaders(p_exp, gamint=gamint) - p = param[key] + lwt = bimfa( + WTpL, WTpL, scaling_ranges, weighted=None, n_cumul=2, + q1=np.array([0, 1, 2]), q2=np.array([0, 1, 2]), R=1) - print(p['mft'][0, 0], lwt.cumulants.c20[0]) - print(p['mft'][0, 1], lwt.cumulants.c02[0]) + p = param[key] - assert abs(p['mft'][0, 0] - np.sqrt(-lwt.cumulants.c20[0])) < 0.02 - assert abs(p['mft'][0, 1] - np.sqrt(-lwt.cumulants.c02[0])) < 0.02 - assert abs(p['mft'][0, 2] - lwt.cumulants.rho_mf[0]) < 0.11 + assert abs( + p['mft'][0, 0] - np.sqrt(-lwt.cumulants.c20[0, 0, 1, 0])) < 0.02, key + assert abs( + p['mft'][0, 1] - np.sqrt(-lwt.cumulants.c02[0, 0, 1, 0])) < 0.02 + assert abs(p['mft'][0, 2] - lwt.cumulants.rho_mf[0, 0, 1, 0]) < 0.11 for key in data: test_key(key) diff --git a/tests/bootstrap_test.py b/tests/bootstrap_test.py index f15f10b..645fdb4 100644 --- a/tests/bootstrap_test.py +++ b/tests/bootstrap_test.py @@ -3,28 +3,7 @@ import numpy as np -from pymultifracs.wavelet import decomposition_level_bootstrap, \ - wavelet_analysis -from pymultifracs.estimation import estimate_hmin -from pymultifracs.mfa import mf_analysis_full - - -@pytest.mark.bootstrap -def test_wavelet_bootstrap(mrw_file): - - for fname in mrw_file: - - with open(fname, 'rb') as f: - X = np.load(f) - - j2 = 8 - wt_coefs, _, j2_eff, _ = wavelet_analysis(X, p_exp=None, j2=j2) - hmin = estimate_hmin(wt_coefs, [(1, j2_eff)], weighted=None)[0] - hmin = hmin.min() - gamint = 0.0 if hmin >= 0 else 1 - WT = wavelet_analysis(X, p_exp=2, j2=j2, gamint=gamint) - WT.wt_coefs.bootstrap(5) - WT.wt_leaders.bootstrap(5) +from pymultifracs import mfa, wavelet_analysis @pytest.mark.bootstrap @@ -38,17 +17,20 @@ def test_confidence_interval(mrw_file): with open(fname, 'rb') as f: X = np.load(f) - # j2 = decomposition_level(X.shape[0], 'db3') - j2 = decomposition_level_bootstrap(X, 'db3') - scaling_ranges = [(2, j2)] + WT = wavelet_analysis(X[:, :20]) + WTpL = WT.get_leaders(2) + + j2 = WTpL.max_scale_bootstrap() + scaling_ranges=[(2, j2), (3, j2)] + + WT = WT.auto_integrate(scaling_ranges) - dwt, lwt = mf_analysis_full( - X, scaling_ranges, weighted='bootstrap', p_exp=2, n_cumul=2, - R=5, estimates=['s', 'c']) + dwt, lwt = mfa( + [WT, WTpL], scaling_ranges, weighted='bootstrap', n_cumul=2, + R=5, estimates='sc') - print( - dwt.structure.S_q(2).shape, - dwt.structure.bootstrapped_mrq.S_q(2).shape) + lwt.cumulants.compute_Lambda() + dwt.structure.compute_Lambda() dwt.structure.CIE_S_q(2) dwt.structure.CI_S_q(2) @@ -60,29 +42,7 @@ def test_confidence_interval(mrw_file): lwt.cumulants.CI_C2 lwt.cumulants.CIE_C2 - assert abs(dwt.structure.H.mean() - config_list[i]['H'] < 0.1) - assert abs(lwt.cumulants.log_cumulants[1, :].mean() + assert abs( + dwt.structure.H[0].mean() - WT.gamint - config_list[i]['H'] < 0.1) + assert abs(lwt.cumulants.c2[0].mean() + (config_list[i]['lam'] ** 2)) < 0.025 - - -@pytest.mark.bootstrap -def test_autorange(mrw_file): - - for i, fname in enumerate(mrw_file): - - with open(fname, 'rb') as f: - X = np.load(f) - - j2 = decomposition_level_bootstrap(X, 'db3') - scaling_ranges = [(2, j2)] - - dwt, lwt = mf_analysis_full( - X, scaling_ranges, weighted='bootstrap', p_exp=2, n_cumul=2, - R=5, estimates=['s', 'c']) - - print( - dwt.structure.S_q(2).shape, - dwt.structure.bootstrapped_mrq.S_q(2).shape) - - lwt.cumulants.compute_Lambda() - dwt.structure.compute_Lambda() diff --git a/tests/mfa_test.py b/tests/mfa_test.py index e59ebce..e1b2b54 100644 --- a/tests/mfa_test.py +++ b/tests/mfa_test.py @@ -3,9 +3,8 @@ import numpy as np import json -from pymultifracs.wavelet import wavelet_analysis from pymultifracs.estimation import estimate_hmin -from pymultifracs.mfa import mf_analysis_full +from pymultifracs import mfa, wavelet_analysis @pytest.mark.mfa @@ -20,29 +19,22 @@ def test_mfa_fbm(fbm_file): X = np.load(f) j2 = int(np.log2(config_list[i]['shape']) - 3) - wt_coefs, wt_leaders, j2_eff, _ = wavelet_analysis(X, p_exp=2, - j2=j2) - scaling_ranges = [(3, wt_leaders.j2_eff())] + WTL = wavelet_analysis(X, j2=j2).get_leaders(p_exp=2) - hmin = estimate_hmin(wt_coefs, scaling_ranges, weighted='Nj')[0] - hmin = estimate_hmin(wt_coefs, scaling_ranges, weighted=None)[0] - hmin = hmin.min() - gamint = 0.0 if hmin >= 0 else 1 + scaling_ranges = [(3, WTL.j2_eff())] + + WTL = WTL.auto_integrate(scaling_ranges) + + assert WTL.gamint == 0 q = np.array([-2, -1, 0, 1, 2]) - dwt, lwt = mf_analysis_full(X, scaling_ranges, gamint=gamint, - p_exp=np.inf, n_cumul=3, q=q) - if config_list[i]['H'] != 0.01: - assert abs(dwt.structure.H.mean() - gamint - config_list[i]['H']) < 0.1,\ - print(f'{dwt.structure.H.mean()=}, {config_list[i]["H"]=}, ' - f'{gamint=}') - assert abs(lwt.cumulants.log_cumulants[1, :].mean()) < 0.01 + dwt, lwt = mfa([WTL.origin_mrq, WTL], scaling_ranges, n_cumul=4, q=q) - _, lwt = mf_analysis_full(X, scaling_ranges, gamint=gamint, p_exp=2, - n_cumul=3, q=q) - assert abs(lwt.cumulants.log_cumulants[1, :].mean()) < 0.01 + if config_list[i]['H'] != 0.01: + assert abs(dwt.structure.H.mean() - WTL.gamint - config_list[i]['H']) < 0.11 + assert abs(lwt.cumulants.log_cumulants[1, :].mean()) < 0.0105 @pytest.mark.mfa @@ -60,25 +52,21 @@ def test_mfa_mrw(mrw_file): continue j2 = int(np.log2(X.shape[0]) - 3) - wt_coefs, wt_leaders, j2_eff, _ = wavelet_analysis(X, p_exp=2, - j2=j2) + + WT = wavelet_analysis(X, j2=j2) + WTpL = WT.get_leaders(p_exp=2) - scaling_ranges = [(3, wt_leaders.j2_eff())] + scaling_ranges = [(3, WTpL.j2_eff())] - hmin = estimate_hmin(wt_coefs, scaling_ranges, weighted='Nj')[0] - hmin = estimate_hmin(wt_coefs, scaling_ranges, weighted=None)[0] - hmin = hmin.min() - gamint = 0.0 if hmin >= 0 else 1 + WTpL = WTpL.auto_integrate(scaling_ranges) + WT = WT.auto_integrate(scaling_ranges) - q = np.array([-2, -1, 0, 1, 2]) + assert WTpL.gamint == 0 - dwt, lwt = mf_analysis_full(X, scaling_ranges, gamint=gamint, - p_exp=np.inf, n_cumul=3, q=q) - assert abs(dwt.structure.H.mean() - gamint - config_list[i]['H']) < 0.1 - assert abs(lwt.cumulants.log_cumulants[1, :].mean() - + (config_list[i]['lam'] ** 2)) < 0.025 + q = np.array([-2, -1, 0, 1, 2]) - _, lwt = mf_analysis_full(X, scaling_ranges, gamint=gamint, p_exp=2, - n_cumul=3, q=q) - assert abs(lwt.cumulants.log_cumulants[1, :].mean() + dwt, lwt = mfa( + [WT, WTpL], scaling_ranges, n_cumul=4, q=q) + assert abs(dwt.structure.H.mean() - WT.gamint - config_list[i]['H']) < 0.11 + assert abs(lwt.cumulants.c2.mean() + (config_list[i]['lam'] ** 2)) < 0.025 diff --git a/tests/mrw_config.json b/tests/mrw_config.json index 0c76d1d..618982f 100644 --- a/tests/mrw_config.json +++ b/tests/mrw_config.json @@ -14,21 +14,11 @@ "H": 0.5, "sigma": 1 }, - { - "lam": 0.3, - "H": 0.3, - "sigma": 1 - }, { "lam": 0.3, "H": 0.5, "sigma": 2 }, - { - "lam": 0.3, - "H": 0.5, - "sigma": 0.5 - }, { "lam": 0.17, "H": 0.8, diff --git a/tests/wavelet_test.py b/tests/wavelet_test.py index 15a5ced..12bdc20 100644 --- a/tests/wavelet_test.py +++ b/tests/wavelet_test.py @@ -11,13 +11,8 @@ def test_wavelet_fbm(fbm_file): with open(fname, 'rb') as f: X = np.load(f) - j2 = 7 - wt_coefs, _, j2_eff, _ = wavelet_analysis(X, p_exp=None, j2=j2) - hmin = estimate_hmin(wt_coefs, [(1, j2_eff)], weighted=None)[0] - hmin = hmin.min() - gamint = 0.0 if hmin >= 0 else 1 - wavelet_analysis(X, p_exp=np.inf, j2=j2) - wavelet_analysis(X, p_exp=2, j2=j2, gamint=gamint) + WT = wavelet_analysis(X) + WTL = WT.get_leaders(np.inf).auto_integrate([(2, WT.j2_eff())]) def test_wavelet_mrw(mrw_file): @@ -27,10 +22,5 @@ def test_wavelet_mrw(mrw_file): with open(fname, 'rb') as f: X = np.load(f) - j2 = 8 - wt_coefs, _, j2_eff, _ = wavelet_analysis(X, p_exp=None, j2=j2) - hmin = estimate_hmin(wt_coefs, [(1, j2_eff)], weighted=None)[0] - hmin = hmin.min() - gamint = 0.0 if hmin >= 0 else 1 - wavelet_analysis(X, p_exp=np.inf, j2=j2) - wavelet_analysis(X, p_exp=2, j2=j2, gamint=gamint) + WT = wavelet_analysis(X) + WTpL = WT.get_leaders(2).auto_integrate([(2, WT.j2_eff())])