I am trying to capture a CSV file in my Request
within my controller. I have been reading the documentation on using the file system in Laravel but it seems to return NULL
.
Inside of my controller:
public function index(Request $request)
{
$file = $request->file('dataframe'); # This returns null every time
if(isset($file)):
$dataset = new CsvDataset($file, 1);
$vectorizer = new TokenCountVectorizer(new WordTokenizer());
$tfIdfTransformer = new TfIdfTransformer();
$samples = [];
foreach ($dataset->getSamples() as $sample)
$samples[] = $sample[0];
$vectorizer->fit($samples);
$vectorizer->transform($samples);
$tfIdfTransformer->fit($samples);
$tfIdfTransformer->transform($samples);
$dataset = new ArrayDataset($samples, $dataset->getTargets());
$randomSplit = new StratifiedRandomSplit($dataset, 0.1);
$classifier = new SVC(Kernel::RBF, 10000);
$classifier->train($randomSplit->getTrainSamples(), $randomSplit->getTrainLabels());
$predictedLabels = $classifier->predict($randomSplit->getTestSamples());
$viewVar = (object) [
'labels' => $predictedLabels,
'score' => Accuracy::score($randomSplit->getTestLabels(), $predictedLabels)
];
return view('home')->with('prediction', $viewVar);
endif;
return view('home');
}
Inside of my view:
<p>You can upload your dataframe below.</p>
<form method='GET'>
<input type='file' name='dataframe'>
<button type='submit' name='upload'>Predict</button>
</form>
@if (isset($prediction))
<p> Score: {{ $prediction->score }} </p>
@endif
When I var_dump()
the request, I can see the languages.csv
file I upload. How can I access this file within the $request
variable?