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testing with chatGPT as autoGpt code helper
This commit is contained in:
Dennis Eichhorn
parent
6e4af6d23a
commit
f934a76bf9
115
Helper/GptHelper.php
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115
Helper/GptHelper.php
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@ -0,0 +1,115 @@
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<?php
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namespace Build\Helper;
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use phpOMS\Message\Http\HttpRequest;
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use phpOMS\Message\Http\Rest;
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use phpOMS\Uri\HttpUri;
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class GptHelper
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{
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private const ENDPOINT = 'https://api.openai.com/v1/chat/completions';
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private const APIKEY = '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';
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private const MODEL = 'gpt-3.5-turbo';
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private const TEMPERATUR = 0.9;
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private const MAX_TOKENS = 3096;
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private const MAX_STRLEN = 1500;
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private const LIMIT_REQUEST_PER_MINUTE = 3;
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private const LIMIT_TOKENS_PER_MINUTE = 40000;
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private static $lastRun = 0;
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public static function defaultFileReader($in, $filename)
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{
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return \fgets($in);
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}
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public static function aiRequest(string $behavior, string $content) : string
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{
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if (\trim($content) === '') {
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return '';
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}
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$requestBody = [
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'model' => self::MODEL,
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'max_tokens' => self::MAX_TOKENS,
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'temperature' => self::TEMPERATUR,
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'messages' => [
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[
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'role' => 'system',
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'content' => $behavior,
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],
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[
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'role' => 'user',
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'content' => $content,
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]
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]
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];
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$request = new HttpRequest(new HttpUri(self::ENDPOINT));
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$request->header->set('Authorization', 'Bearer ' . self::APIKEY);
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$request->header->set('Content-Type', 'application/json');
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$request->setMethod('POST');
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$request->fromData($requestBody);
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$time = \time();
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if ($time - self::$lastRun < 61 / self::LIMIT_REQUEST_PER_MINUTE) {
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\sleep(61 / self::LIMIT_REQUEST_PER_MINUTE - ($time - self::$lastRun));
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}
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$response = Rest::request($request);
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self::$lastRun = \time();
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return $response->getBody();
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}
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public static function handleFile(string $inPath, string $outPath, string $behavior, \Closure $fileReader) : string
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{
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$response = '';
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$in = \fopen($inPath, 'r');
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$out = \fopen($outPath . ($inPath === $outPath ? '.out' : ''), 'w');
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$lines = '';
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while (($line = $fileReader($in, $inPath)) !== false) {
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if (\strlen($lines) > self::MAX_STRLEN) {
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$response = self::aiRequest($behavior, $lines);
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if ($response === '') {
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continue;
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}
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$json = \json_decode($response, true);
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\fwrite($out, \str_replace("\n\n", "\n", $json[5][0]['message']['content']));
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$lines = '';
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}
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$lines .= $line . "\n";
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}
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if (\trim($lines) !== '') {
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$response = self::aiRequest($behavior, $lines);
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if ($response !== '') {
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$json = \json_decode($response, true);
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\fwrite($out, \str_replace("\n\n", "\n", $json[5][0]['message']['content']));
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}
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}
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\fwrite($out, "\n");
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\fclose($in);
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if ($outPath === 'php://memory') {
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\rewind($out);
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$response = \stream_get_contents($out);
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\fclose($out);
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}
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\fclose($out);
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return $response;
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}
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}
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243
Helper/autoGpt.php
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243
Helper/autoGpt.php
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<?php
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use Build\Helper\GptHelper;
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include __DIR__ . '/../../phpOMS/Autoloader.php';
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// fix docblocks
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$globs = [
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__DIR__ . '/../../phpOMS/*.php',
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__DIR__ . '/../../Modules/*/Models/*.php',
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__DIR__ . '/../../Modules/*/Controller/*.php',
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];
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$behaviour = <<<BEHAVIOUR
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Create missing php docblocks with a similar format for member variables:
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/**
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* Default delivery address.
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*
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* @var Address|null
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* @since 1.0.0
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*/
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and for functions:
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/**
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* Order contact elements
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*
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* @param ContactElement \$ele Element
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* @param bool \$isRequired Is required
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*
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* @return int
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*
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* @since 1.0.0
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*/
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BEHAVIOUR;
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$fileReader = function ($in, $filename)
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{
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$lines = '';
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$scopeStart = false;
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$scopeCounter = 0;
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while (($line = \fgets($in)) !== false && ($line !== '' || $scopeCounter > 0)) {
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if (\stripos($line, ' function ') !== false) {
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$scopeStart = true;
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}
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if ($scopeStart) {
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$scopeCounter += \substr_count($line, '{');
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$scopeCounter -= \substr_count($line, '}');
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if ($scopeCounter === 0) {
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$scopeStart = false;
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}
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}
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$lines .= $line;
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}
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return $lines;
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};
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foreach ($globs as $glob) {
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$files = \glob($glob);
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foreach ($files as $file) {
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if (\stripos($file, 'Test.php')) {
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continue;
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}
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GptHelper::handleFile($file, $file, $behaviour, $fileReader);
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}
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}
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// implement test
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$globs = [
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__DIR__ . '/../../phpOMS/*.php',
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__DIR__ . '/../../Modules/*/Models/*.php',
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];
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$behaviour = <<<BEHAVIOUR
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Implement a php unit test for the given function.
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BEHAVIOUR;
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$fileReader = function ($in, $filename)
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{
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$lines = '';
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$scopeStart = false;
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$scopeCounter = 0;
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while (($line = \fgets($in)) !== false && ($line !== '' || $scopeCounter > 0)) {
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if (\stripos($line, 'public function ') !== false || \stripos($line, 'public static function ') !== false) {
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// Check if a test exists for this function
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$testFile = \str_replace('.php', 'Test.php', $filename);
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$testFile = \str_replace('/phpOMS/', '/phpOMS/tests/', $filename);
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if (\stripos($testFile, '../Modules/') !== false) {
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$subdirectory = "tests/";
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$position = strrpos($testFile, "/../");
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if ($position !== false) {
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$position = \stripos($testFile, '/', $position + 4) + 1;
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$position = \stripos($testFile, '/', $position) + 1;
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$testFile = \substr_replace($testFile, $subdirectory, $position, 0);
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}
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}
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if (\file_exists($testFile)) {
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$scopeStart = true;
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$testContent = \file_get_contents($testFile);
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// Parse functio name
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$pattern = '/\bfunction\b\s+(\w+)\s*\(/';
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\preg_match($pattern, $line, $matches);
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if (\stripos($testContent, $matches[1] ?? '~~~') !== false) {
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// Test already exists
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$scopeStart = false;
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}
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}
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$scopeStart = true;
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}
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// Not in a function / not relevant
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if (!$scopeStart) {
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continue;
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}
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if ($scopeStart) {
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$scopeCounter += \substr_count($line, '{');
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$scopeCounter -= \substr_count($line, '}');
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if ($scopeCounter === 0) {
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$scopeStart = false;
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}
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}
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$lines .= $line;
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}
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return $lines;
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};
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foreach ($globs as $glob) {
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$files = \glob($glob);
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foreach ($files as $file) {
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if (\stripos($file, 'Test.php')) {
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continue;
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}
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$response = GptHelper::handleFile($file, 'php://memory', $behaviour, $fileReader);
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echo $response , \PHP_EOL , \PHP_EOL;
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}
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}
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// complete and improve test
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$globs = [
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__DIR__ . '/../../phpOMS/*.php',
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__DIR__ . '/../../Modules/*/Models/*.php',
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];
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$behaviour = <<<BEHAVIOUR
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Improve the given php unit test for the given function.
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BEHAVIOUR;
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$fileReader = function ($in, $filename)
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{
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$lines = '';
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$scopeStart = false;
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$scopeCounter = 0;
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while (($line = \fgets($in)) !== false && ($line !== '' || $scopeCounter > 0)) {
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if (\stripos($line, 'public function ') !== false || \stripos($line, 'public static function ') !== false) {
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// Check if a test exists for this function
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$testFile = \str_replace('.php', 'Test.php', $filename);
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$testFile = \str_replace('/phpOMS/', '/phpOMS/tests/', $filename);
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if (\stripos($testFile, '../Modules/') !== false) {
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$subdirectory = "tests/";
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$position = strrpos($testFile, "/../");
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if ($position !== false) {
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$position = \stripos($testFile, '/', $position + 4) + 1;
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$position = \stripos($testFile, '/', $position) + 1;
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$testFile = \substr_replace($testFile, $subdirectory, $position, 0);
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}
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}
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if (\file_exists($testFile)) {
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$scopeStart = true;
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$testContent = \file_get_contents($testFile);
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// Parse functio name
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$pattern = '/\bfunction\b\s+(\w+)\s*\(/';
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\preg_match($pattern, $line, $matches);
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if (\stripos($testContent, $matches[1] ?? '~~~') !== false) {
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// Test already exists
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$scopeStart = false;
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}
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$scopeStart = true;
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} else {
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$scopeStart = false;
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}
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}
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// Not in a function / not relevant
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if (!$scopeStart) {
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continue;
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}
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if ($scopeStart) {
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$scopeCounter += \substr_count($line, '{');
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$scopeCounter -= \substr_count($line, '}');
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if ($scopeCounter === 0) {
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$scopeStart = false;
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}
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}
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$lines .= $line;
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}
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return $lines;
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};
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foreach ($globs as $glob) {
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$files = \glob($glob);
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foreach ($files as $file) {
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if (\stripos($file, 'Test.php')) {
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continue;
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}
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$response = GptHelper::handleFile($file, 'php://memory', $behaviour, $fileReader);
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echo $response , \PHP_EOL , \PHP_EOL;
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}
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}
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