def test():
callback = request.GET.get('callback')
classifier_name = request.GET.get('classifier_name')
classifier_dump = request.GET.get('classifier')
collection_id = request.GET.get('collection_id')
print("Params :")
print(classifier_name)
features_train, labels_train = wtf.getArrays(collection_id)
clf = pickle.loads(classifier_dump)
preditions, accuracy, recall, precision = classifier.test(clf = clf, features = features_train, labels = labels_train)
print("Test :")
print("accuracy" + accuracy)
print("precision" + precision)
print("recall" + recall)
data1 = test_data_to_send(classifier_id, 0, " ", precision, accuracy, recall)
post.send("http://localhost:8080/dataprocessing/rest-api","/result_test_classifier","",data1)
return '{0}({1})'.format(callback, {'a':1, 'b':2})
def test():
callback = request.GET.get('callback')
classifier_name = request.GET.get('classifier_name')
classifier_dump = request.GET.get('classifier')
collection_id = request.GET.get('collection_id')
print("Params :")
print(classifier_name)
features_train, labels_train = wtf.getArrays(collection_id)
clf = pickle.loads(classifier_dump)
preditions, accuracy, recall, precision = classifier.test(
clf=clf, features=features_train, labels=labels_train)
print("Test :")
print("accuracy" + accuracy)
print("precision" + precision)
print("recall" + recall)
data1 = test_data_to_send(classifier_id, 0, " ", precision, accuracy,
recall)
post.send("http://localhost:8080/dataprocessing/rest-api",
"/result_test_classifier", "", data1)
return '{0}({1})'.format(callback, {'a': 1, 'b': 2})
def preds_to_send(questionId, documentId, value, range):
data ={
"userId" : "2",
"questionId" : questionId,
"documentId" : documentId,
"value" : value,
"range" : range,
}
return data
def test_data_to_send(classifierId, vectoriziedDocumentCollectionId, parameter, precision, accuracy, recall):
data ={
"classifierId" : classifierId,
"vectoriziedDocumentCollectionId" : vectoriziedDocumentCollectionId,
"parameter" : parameter,
"precision" : precision,
"accuracy" : accuracy,
"recall" : recall
}
return data
data1 = test_data_to_send(1, 1, 1)
post.send("http://localhost:8080/dataprocessing/rest-api/resultTestClassifiers",data1)
data2 = preds_to_send(2, 2, -5, 5)
post.send("http://localhost:8080/dataprocessing/rest-api/annotations",data2)
data3 = classfier_to_send(2, 2, 1)
put.send("http://localhost:8080/dataprocessing/rest-api/classifiers/",id,data3)
