<?php /* * google_natural_language_sentiment_analysis.php * * @(#) $Id: google_natural_language_sentiment_analysis.php,v 1.7 2024/01/10 11:21:43 mlemos Exp $ * */ /* * Get the http.php file from http://www.phpclasses.org/httpclient */ require('http.php'); require('oauth_client.php'); /* * Initialize the OAuth client class. * */ $client = new oauth_client_class; $client->server = 'Google'; /* * Set the debug variable to true only if there is something wrong you * need to understand and fix. * */ $client->debug = false; $client->debug_http = true; $client->redirect_uri = 'https://'.$_SERVER['HTTP_HOST']. dirname(strtok($_SERVER['REQUEST_URI'],'?')).'/google_natural_language_sentiment_analysis.php'; /* * Set the client_id and client_secret with credentials obtained from the Google Cloud Console * */ $client->client_id = ''; $application_line = __LINE__; $client->client_secret = ''; if(strlen($client->client_id) == 0 || strlen($client->client_secret) == 0) die('Please go to Google APIs console page '. 'https://console.cloud.google.com/apis/library/language.googleapis.com in the API access tab, '. 'create a new client ID, and in the line '.$application_line. ' set the client_id to Client ID and client_secret with Client Secret. '. 'The callback URL must be '.$client->redirect_uri.' but make sure '. 'the domain is valid and can be resolved by a public DNS.'); /* API permissions */ $client->scope = 'https://www.googleapis.com/auth/cloud-language'.' '. 'https://www.googleapis.com/auth/userinfo.profile'; /* * Initialize and call the PHP OAuth client class to call the Google * Natural Language API. * */ if(($success = $client->Initialize())) { if(($success = $client->Process())) { if(strlen($client->authorization_error)) { $client->error = $client->authorization_error; $success = false; } elseif(strlen($client->access_token)) { /* * Call the Google account user profile API to get the user name * */ $success = $client->CallAPI( 'https://www.googleapis.com/oauth2/v1/userinfo', 'GET', array(), array('FailOnAccessError'=>true), $user); if($success) { /* * Check if the form to enter the text to analyzed * was submitted. * */ if(IsSet($_POST['text'])) { /* * Compose the object with the details for the * sentiment analysis API call. * */ $document = new stdClass; $document->content = $_POST['text']; $document->language = 'en'; $document->type = 'PLAIN_TEXT'; $sentiment_analysis_request = new stdClass; $sentiment_analysis_request->document = $document; $sentiment_analysis_request->encodingType = 'UTF8'; /* * Send the sentiment analysis API call. * */ $success = $client->CallAPI( 'https://language.googleapis.com/v1/documents:analyzeSentiment', 'POST', array(), array( 'FailOnAccessError'=>true, 'RequestContentType'=>'application/json', 'RequestBody'=>json_encode($sentiment_analysis_request), ), $sentiment_analysis); } } } } $success = $client->Finalize($success); } if($client->exit) exit; if($success) { /* * If all went well, display the page with the sentiment analysis * results and a form to let the user enter a new text message to * analyze. * */ ?> <!DOCTYPE HTML> <html lang="en"> <head> <meta http-equiv="content-type" content="text/html; charset=UTF-8"> <title>Google Natural Language Sentiment Analysis</title> </head> <body> <h1>Google Natural Language Sentiment Analysis</h1> <?php if($client->debug) { /* * Show the Google user account API call results in debug * mode. * */ echo '<h1>', HtmlSpecialChars($user->name), ', you have logged in successfully with Google!</h1>'; echo '<pre>', HtmlSpecialChars(print_r($user, 1)), '</pre>'; echo '<pre>Access token: ', HtmlSpecialChars($client->access_token), '</pre>'; } /* * If the user submitted the form to analyse the sentiments of a * text message, display the results. * */ if(IsSet($_POST['text'])) { $analyze_sentiment_score = function($score) { if($score >= 0.8) return 'Clearly Positive'; if($score > 0.1) return 'Positive'; if($score <= -0.8) return 'Clearly Negative'; if($score < -0.1) return 'Negative'; if($score != 0) return 'Neutral'; return 'Mixed'; }; if($client->debug) echo '<pre>', HtmlSpecialChars(print_r($sentiment_analysis, 1)), '</pre>'; echo '<h2>Results:</h2>',"\n"; $sentences = count($sentiment_analysis->sentences); echo '<h3>Sentences: ', $sentences, '</h3>',"\n"; $score = $sentiment_analysis->documentSentiment->score; echo '<p>Sentiment score: ', $score, ' ', $analyze_sentiment_score($score), '</p>',"\n"; for($sentence = 0; $sentence < $sentences; ++$sentence) { echo '<h3>Sentence ', ($sentence + 1), ': ', HtmlSpecialChars($sentiment_analysis->sentences[$sentence]->text->content), '</h3>'; $score = $sentiment_analysis->sentences[$sentence]->sentiment->score; echo '<p>Sentiment score: ', $score, ' ', $analyze_sentiment_score($score), '</p>',"\n"; } } /* * Show a form to let the user enter a text message to analyse the * user sentiments. * */ ?> <form method="POST"> <h2><?php echo HtmlSpecialChars($user->name); ?>, please enter a text to analyze:</h2> <div> <textarea name="text" rows="6" cols="60"><?php if(IsSet($_POST['text'])) { echo HtmlSpecialChars($_POST['text']); } ?> </textarea> </div> <div> <input type="submit" value="Analyze"> </div> </form> </body> </html> <?php } else { ?> <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN"> <html> <head> <title>OAuth client error</title> </head> <body> <h1>OAuth client error</h1> <pre>Error: <?php echo HtmlSpecialChars($client->error); ?></pre> </body> </html> <?php } ?> |