from flask import Flask, request, render_template
import requests
import numpy as np
import joblib
app = Flask(__name__)
@app.route('/')
def home():
return render_template('home.html')
@app.route('/nexthome')
def nexthome():
return render_template('nexthome.html')
@app.route("/predict", methods=['GET', 'POST'])
def predict():
if request.method == 'POST':
print(request.form.get('age'))
try:
total_training = float(request.form.get("total_training"))
age = float(request.form.get('age'))
length_of_service = float(request.form.get("length_of_service"))
KPI = float(request.form.get("KPI"))
awards_won = float(request.form.get("awards_won"))
avg_training_score = float(request.form.get("avg_training_score"))
previous_year_rating = float(request.form.get("previous_year_rating"))
department_Analytics = float(request.form.get("department_Analytics"))
department_Finance = float(request.form.get("department_Finance"))
department_HR = float(request.form.get("department_HR"))
department_Legal = float(request.form.get("department_Legal"))
department_Operations = float(request.form.get("department_Operations"))
department_Procurement = float(request.form.get("department_Procurement"))
department_R = float(request.form.get("department_R"))
department_Sales_Marketing = float(request.form.get("department_Sales_Marketing"))
department_Technology = float(request.form.get("department_Technology"))
education_level_Bachelor = float(request.form.get("education_level_Bachelor"))
education_level_Below_Secondary = float(request.form.get("education_level_Below_Secondary"))
education_level_Master = float(request.form.get("education_level_Master"))
gender_f = float(request.form.get("gender_f"))
gender_m = float(request.form.get("gender_m"))
arguments = [total_training, age, length_of_service, KPI, awards_won, avg_training_score, previous_year_rating, department_R,
department_Analytics, department_Sales_Marketing, department_Finance, department_HR, department_Legal, department_Operations, department_Procurement,
department_Technology, education_level_Bachelor, education_level_Below_Secondary, education_level_Master, gender_f, gender_m]
pred_arg = np.array(arguments)
pred_arg = pred_arg.reshape(1, -1)
load_model = open("decision_model.pkl", "rb")
model = joblib.load(load_model)
prediction = model.predict(pred_arg)
except ValueError:
return "Please Checked the Value Entered and Try again Cheers"
return render_template("predict.html", final_prediction = prediction)
if __name__ == "__main__":
app.run(debug=True)
home.html
<form action="/nexthome" method='GET'>
<div class="form-group">
<label for="gender_m"><p class="font-weight-bold">Male</p></label>
<input type="text" name="gender_m">
<small id="gender_mHelp" class="form-text text-muted">Enter 1 if employee belong to this gender </small>
</div>
<input class='btn btn-primary' type='submit' value='Next'>
</form>
nexthome.html
<form method="POST" action="/predict">
<div class="form-group">
<label for='age'><p class="font-weight-bold">age</p></label>
<input type="text" name='age'>
<small id="ageHelp" class="form-text text-muted">Enter the Age of the Employee</small></br>
</div>
<input class='btn btn-primary' type='submit' value='Submit'>
</form>
大家好,我正在尝试使用Flask部署应用程序,该应用程序应该从两页的表单中检索数据,但是我不知道该怎么做,能够从首页导航到下一页,但似乎无法将数据传递到下一页,并且无法在另一页中显示结果,现在卡住了,我尝试了所有无法正常使用的方法。 任何帮助,请。