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app.py
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import json
import os
import pandas as pd
from flask import Flask, request, send_from_directory, abort
app = Flask(__name__)
UPLOAD_DIRECTORY = "."
conversions = ['h5', 'pkl', 'feather', 'parquet' ]
@app.route('/', methods=['GET'])
def home():
return 'This app provides data format transformation!'
@app.route('/download', methods=['GET', 'POST'])
def download_file():
if request.method == 'POST':
provided_data = request.files.get('file')
if provided_data is None:
return 'Please enter valid excel format ', 400
provided_format = request.form.get('format')
if provided_format is None:
return f'Please enter valid format to convert.', 400
if provided_format not in conversions:
return f'Please enter valid format to convert. Can be {list(conversions)}', 400
df = pd.read_csv(provided_data)
file_name = f'converted.{provided_format}'
path = f'./{file_name}'
if provided_format == 'h5':
df.to_hdf(
path,
file_name,
mode='w')
elif provided_format == 'pkl':
df.to_pickle(path)
elif provided_format == 'parquet':
df.to_pickle(path)
elif provided_format == 'feather':
df.to_pickle(path)
try:
return send_from_directory(UPLOAD_DIRECTORY, filename=file_name, as_attachment=True)
except FileNotFoundError:
abort(404)
finally:
remove_file(path)
def remove_file(new_file):
path = os.path.join(UPLOAD_DIRECTORY, new_file)
os.remove(path)
@app.route('/get_json', methods=['GET', 'POST'])
def upload_file():
if request.method == 'POST':
provided_data = request.files.get('file')
if provided_data is None:
return 'Please enter valid excel format ', 400
data = provided_data
df = pd.read_csv(data)
transformed = df.to_json()
result = {
'result': transformed,
}
json.dumps(result)
return result
if __name__ == '__main__':
app.run()