def test_api_response_incorrect_range(data=input_data["incorrect_range"]):
# whenever i am in "api_responses" and whenever i push the data in incorrect range
# incorrect range for independent variables so at that time raise error (not in range)
res = api_response(data)
assert res["response"] == prediction_service.prediction.NotInRange(
).message
def index():
if request.method == "POST":
try:
if request.form:
data = dict(request.form).values()
data = [list(map(float, data))]
try:
data = check_(data)
response = predict(data)
except NotInRange as e:
response = {
"the_exected_range": get_schema(),
"response": str(e)
}
return render_template("404.html", error={"error": e})
return render_template("index.html", response=response)
elif request.json:
response = api_response(request)
return jsonify(response)
except Exception as e:
print(e)
error = {"error": e}
return render_template("404.html", error=error)
pass
else:
return render_template("index.html")
def index():
if request.method == "POST":
try:
if request.form:
data_req = dict(request.form)
response = prediction.form_response(data_req)
return render_template("index.html", response=response)
elif request.json:
response = prediction.api_response(request)
return jsonify(response)
except Exception as e:
print(e)
error = {"error": e}
return render_template("404.html", error=error)
else:
return render_template("index.html")
def index():
if request.method == "POST":
try:
if request.form:
dict_req = dict(request.form)
response = prediction.form_response(dict_req)
return render_template("index.html", response=response)
elif request.json:
response = prediction.api_response(request.json)
return jsonify(response)
except Exception as e:
#error = {"error":"Someting went wrong!! Try again"}
error = {"error": e}
return render_template("404.html", error=error)
else:
return render_template("index.html")
def index():
if request.method == "POST":
try:
if request.form:
path = request.form['filename']
response = prediction.form_response(path)
return render_template("index.html", response=response)
elif request.json:
response = prediction.api_response(request.json)
return jsonify(response)
except Exception as e:
print(e)
error = {"error": e}
return render_template("404.html", error=error)
else:
return render_template("index.html")
def index():
if request.method == 'POST':
try:
if request.form:
data_dir = dict(request.form)
response = prediction.form_response(data_dir)
return render_template("index.html", response=response)
elif request.json:
response = prediction.api_response(request.json)
return jsonify(response)
except Exception as e:
print(e)
# error = {"error":"Something went wrong !! Try Again"}
error = {"error": e}
return render_template("404.html", error=error)
else:
return render_template("index.html")
def index():
if request.method == 'POST':
try:
if request.form:
# data = [ i[1][0] for i in dict(request.form).items()]
data_req = dict(request.form)
# data = [list(map(float, data))]
response = prediction.form_response(data_req)
return render_template("index.html", response=response)
elif request.json:
response = prediction.api_response(request.json)
return jsonify(response)
except Exception as err:
print(err)
error = str(err)
print(error)
return render_template("404.html", error=err)
else:
return render_template('index.html')
def index():
if request.method == "POST":
try:
if request.form:
# data = dict(request.form).values()
# data = [list(map(float, data))]
# response = predict(data)
data_req = dict(request.form)
response = prediction.form_response(data_req)
return render_template("index.html", response=response)
elif request.json:
# response = api_response(request)
response = prediction.api_response(request.json)
return jsonify(response)
except Exception as e:
print(e)
# error = {"error": "something went wrong!! Try again"}
error = {"error": e}
return render_template("404.html", error=e)
else:
return render_template("index.html")
def test_form_response_incorrect_col(data=input_data["incorrect_col"]):
res = api_response(data)
assert res["response"] == prediction_service.prediction.NotInCols().message
def test_api_response_incorrect_range(data=input_data["incorrect_range"]):
res = api_response(data)
assert res["response"] == prediction_service.prediction.NotInRange(
).message
def test_api_response_correct_range(data=input_data["correct_range"]):
res = api_response(data)
assert TARGET_range["min"] <= res["response"] <= TARGET_range["max"]
def test_response_incorrect_col_response(data=input_data['incorrect_col']):
res = api_response(data)
assert res['response'] == prediction_service.prediction.NotInCols().message
def test_api_response_correct_range(data=input_data['correct_range']):
res = api_response(data)
assert TARGET_range['min'] <= res['response'] <= TARGET_range['max']
def test_api_response_correct_range(data=input_data["correct_range"]):
res = api_response(data)
# assert means i have a condition and that must be true
assert TARGET_range["min"] <= res["response"] <= TARGET_range["max"]