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Merge pull request #8 from Sekonda/v1.1.2
Backport custom dictionary to Laravel 4
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220 changes: 123 additions & 97 deletions
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src/Antoineaugusti/LaravelSentimentAnalysis/SentimentAnalysis.php
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| <?php namespace Antoineaugusti\LaravelSentimentAnalysis; | ||
| <?php | ||
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| namespace Antoineaugusti\LaravelSentimentAnalysis; | ||
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| use PHPInsight\Sentiment; | ||
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| class SentimentAnalysis { | ||
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| private $sentiment; | ||
| const NEGATIVE = 'negative'; | ||
| const NEUTRAL = 'neutral'; | ||
| const POSITIVE = 'positive'; | ||
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| public function __construct() | ||
| { | ||
| $this->sentiment = new Sentiment(); | ||
| } | ||
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| /** | ||
| * Get the sentiment of a phrase | ||
| * @param string $string The given sentence | ||
| * @return string Possible values: negative|neutral|positive | ||
| */ | ||
| public function decision($string) | ||
| { | ||
| // Do not call functions so that we'll compute only one time | ||
| $dominantClass = $this->sentiment->categorise($string); | ||
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| switch ($dominantClass) { | ||
| case 'neg': | ||
| return self::NEGATIVE; | ||
| break; | ||
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| case 'neu': | ||
| return self::NEUTRAL; | ||
| break; | ||
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| case 'pos': | ||
| return self::POSITIVE; | ||
| break; | ||
| } | ||
| } | ||
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| /** | ||
| * Get scores for each decision | ||
| * @param string $string The original string | ||
| * @return array An array containing keys 'negative', 'neutral' and 'positive' with a float. The closer to 1, the better | ||
| * @example ['negative' => 0.5, 'neutral' => 0.25, 'positive' => 0.25] | ||
| */ | ||
| public function scores($string) | ||
| { | ||
| $scores = $this->sentiment->score($string); | ||
| $array = array(); | ||
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| // The original keys are 'neg' / 'neu' / 'pos' | ||
| // We will remap to 'negative' / 'neutral' / 'positive' and round with 2 digits | ||
| foreach ([self::NEGATIVE, self::NEUTRAL, self::POSITIVE] as $value) | ||
| $array[$value] = round($scores[substr($value, 0, 3)], 2); | ||
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| return $array; | ||
| } | ||
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| /** | ||
| * Get the confidence of a decision for a result. The closer to 1, the better | ||
| * @param string $string The given sentence | ||
| * @return float The confidence of a decision for a result. The close to 1, the better | ||
| */ | ||
| public function score($string) | ||
| { | ||
| $scores = $this->scores($string); | ||
| return max($scores); | ||
| } | ||
|
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| /** | ||
| * Tells if a sentence is positive | ||
| * @param string $string The given sentence | ||
| * @return boolean | ||
| */ | ||
| public function isPositive($string) | ||
| { | ||
| return $this->decision($string) == self::POSITIVE; | ||
| } | ||
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| /** | ||
| * Tells if a sentence is negative | ||
| * @param string $string The given sentence | ||
| * @return boolean | ||
| */ | ||
| public function isNegative($string) | ||
| { | ||
| return $this->decision($string) == self::NEGATIVE; | ||
| } | ||
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| /** | ||
| * Tells if a sentence is neutral | ||
| * @param string $string The given sentence | ||
| * @return boolean | ||
| */ | ||
| public function isNeutral($string) | ||
| { | ||
| return $this->decision($string) == self::NEUTRAL; | ||
| } | ||
| class SentimentAnalysis | ||
| { | ||
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| /** | ||
| * @var PHPInsight\Sentiment | ||
| */ | ||
| private $sentiment; | ||
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| const NEGATIVE = 'negative'; | ||
| const NEUTRAL = 'neutral'; | ||
| const POSITIVE = 'positive'; | ||
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| /** | ||
| * Class constructor | ||
| * | ||
| * @param bool|string $dataFolder base folder for custom dictionaries | ||
| */ | ||
| public function __construct($dataFolder = false) | ||
| { | ||
| $this->sentiment = new Sentiment($dataFolder); | ||
| } | ||
|
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| /** | ||
| * Get the sentiment of a phrase. | ||
| * | ||
| * @param string $string The given sentence | ||
| * | ||
| * @return string Possible values: negative|neutral|positive | ||
| */ | ||
| public function decision($string) | ||
| { | ||
| // Do not call functions so that we'll compute only one time | ||
| $dominantClass = $this->sentiment->categorise($string); | ||
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| switch ($dominantClass) { | ||
| case 'neg': | ||
| return self::NEGATIVE; | ||
| break; | ||
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| case 'neu': | ||
| return self::NEUTRAL; | ||
| break; | ||
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| case 'pos': | ||
| return self::POSITIVE; | ||
| break; | ||
| } | ||
| } | ||
|
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| /** | ||
| * Get scores for each decision. | ||
| * | ||
| * @param string $string The original string | ||
| * | ||
| * @return array An array containing keys 'negative', 'neutral' and 'positive' with a float. The closer to 1, the better | ||
| * | ||
| * @example ['negative' => 0.5, 'neutral' => 0.25, 'positive' => 0.25] | ||
| */ | ||
| public function scores($string) | ||
| { | ||
| $scores = $this->sentiment->score($string); | ||
| $array = array(); | ||
|
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| // The original keys are 'neg' / 'neu' / 'pos' | ||
| // We will remap to 'negative' / 'neutral' / 'positive' and round with 2 digits | ||
| foreach ([self::NEGATIVE, self::NEUTRAL, self::POSITIVE] as $value) { | ||
| $array[$value] = round($scores[substr($value, 0, 3)], 2); | ||
| } | ||
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| return $array; | ||
| } | ||
|
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| /** | ||
| * Get the confidence of a decision for a result. The closer to 1, the better. | ||
| * | ||
| * @param string $string The given sentence | ||
| * | ||
| * @return float The confidence of a decision for a result. The close to 1, the better | ||
| */ | ||
| public function score($string) | ||
| { | ||
| $scores = $this->scores($string); | ||
| return max($scores); | ||
| } | ||
|
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| /** | ||
| * Tells if a sentence is positive | ||
| * | ||
| * @param string $string The given sentence | ||
| * | ||
| * @return boolean | ||
| */ | ||
| public function isPositive($string) | ||
| { | ||
| return $this->decision($string) == self::POSITIVE; | ||
| } | ||
|
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| /** | ||
| * Tells if a sentence is positive. | ||
| * | ||
| * @param string $string The given sentence | ||
| * | ||
| * @return bool | ||
| */ | ||
| public function isNegative($string) | ||
| { | ||
| return $this->decision($string) == self::NEGATIVE; | ||
| } | ||
|
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| /** | ||
| * Tells if a sentence is neutral | ||
| * | ||
| * @param string $string The given sentence | ||
| * | ||
| * @return boolean | ||
| */ | ||
| public function isNeutral($string) | ||
| { | ||
| return $this->decision($string) == self::NEUTRAL; | ||
| } | ||
| } |
63 changes: 63 additions & 0 deletions
63
tests/LaravelSentimentAnalysis/SentimentAnalysisReversedTest.php
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| Original file line number | Diff line number | Diff line change |
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| <?php | ||
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| use Antoineaugusti\LaravelSentimentAnalysis\SentimentAnalysis; | ||
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| class SentimentAnalysisReversedTest extends PHPUnit_Framework_TestCase { | ||
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| public $sentiment; | ||
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| public function setUp() | ||
| { | ||
| parent::setUp(); | ||
|
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| /** | ||
| * The positive and negative data has been reversed. | ||
| * Neutral/Positive/Ignore are the same. | ||
| */ | ||
| $this->sentiment = new SentimentAnalysis(__DIR__.'/reversed/'); | ||
| } | ||
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| public function testIsPositive() | ||
| { | ||
| $this->assertEquals(false, $this->sentiment->isPositive('Marie was enthusiastic')); | ||
| $this->assertEquals(false, $this->sentiment->isPositive('He is very talented')); | ||
| } | ||
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| public function testIsNeutral() | ||
| { | ||
| $this->assertEquals(true, $this->sentiment->isNeutral('His views are not considerable')); | ||
| $this->assertEquals(true, $this->sentiment->isNeutral('She is seemingly very surprising')); | ||
| } | ||
|
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| public function testIsNegative() | ||
| { | ||
| $this->assertEquals(false, $this->sentiment->isNegative('Weather today is rubbish')); | ||
| } | ||
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| public function testDecision() | ||
| { | ||
| // Positive | ||
| $this->assertEquals('negative', $this->sentiment->decision('Marie was enthusiastic about the upcoming trip. Her brother was also passionate about her leaving - he would finally have the house for himself.')); | ||
| $this->assertEquals('negative', $this->sentiment->decision('He is really very talented')); | ||
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| // Neutral | ||
| $this->assertEquals('neutral', $this->sentiment->decision('His views are not reflecting')); | ||
| $this->assertEquals('neutral', $this->sentiment->decision('She is seemingly very surprising')); | ||
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| // Negative | ||
| $this->assertEquals('positive', $this->sentiment->decision('Weather today is very rubbish')); | ||
| } | ||
|
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| public function testScores() | ||
| { | ||
| $this->assertEquals(['negative' => 0.25, 'neutral' => 0.25, 'positive' => 0.5], $this->sentiment->scores('Weather today is very rubbish')); | ||
| $this->assertEquals(['negative' => 0.33, 'neutral' => 0.33, 'positive' => 0.33], $this->sentiment->scores('To be or not to be?')); | ||
| } | ||
|
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| public function testScore() | ||
| { | ||
| $this->assertEquals(0.5, $this->sentiment->score('Weather today is very rubbish')); | ||
| $this->assertEquals(0.33, $this->sentiment->score('To be or not to be?')); | ||
| $this->assertEquals(0.57, $this->sentiment->score('Marie was enthusiastic about the upcoming trip. Her brother was also passionate about her leaving - he would finally have the house for himself.')); | ||
| } | ||
| } |
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|
Large diffs are not rendered by default.
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