/**
* Execute the job.
*
* @return void
*/
public function handle()
{
$client = new Client(['base_uri' => env('SP_ENDPOINT', 'http://feedback.dev/'), 'timeout' => 30.0]);
$response = $client->request('POST', 'process/', ['form_params' => ['content' => $this->feedback->content]]);
$jsonData = json_decode($response->getBody());
$jsonData = collect($jsonData->data);
$classifications = Category::classifications()->get()->keyBy('name');
$sentences = [];
$jsonData->sortBy(function ($item, $key) use($classifications) {
return $classifications->get($item->classification)->id;
})->each(function ($item, $key) use($classifications, &$sentences) {
$sentence = new Sentence(["content" => $item->content, "classification_id" => $classifications->get($item->classification)->id]);
array_push($sentences, $sentence);
});
$this->feedback->sentences()->saveMany($sentences);
}
public function calculateProbabilities()
{
$this->load('sentences');
$sentences = $this->sentences;
$grouped = $this->sentences->groupBy('classification_id');
$classifications = Category::classifications()->get()->keyBy('id');
$percentage = 1;
$probabilities = $grouped->map(function ($item, $key) use($sentences, $classifications, &$percentage) {
$proportion = count($item) / count($sentences);
$percentage = $percentage - $proportion;
if ($percentage <= 0) {
$proportion = $proportion - $percentage;
$percentage = 1;
}
return ["classification" => $classifications->get($key)->name, "probability" => $proportion];
});
$this->probabilities = $probabilities->values()->toArray();
$this->save();
}
