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# -*- coding: utf-8 -*-
from unicodedata import normalize
from flask import render_template, request, jsonify
from kami.Kami import Kami
from config import app
from modules.utils import serialize_scores, show_diff_color_html
@app.route('/')
@app.route('/compute_results', methods=['GET', 'POST'])
def index():
if request.method == "POST":
#try:
response = dict(request.json)
kevaluator = Kami([
response['reference'],
response['prediction']],
verbosity=app.config["KAMI_OPT_VERB"],
truncate=app.config["KAMI_OPT_TRUNC"],
percent=app.config["KAMI_OPT_PERC"],
round_digits=app.config["KAMI_OPT_ROUND"],
apply_transforms=response['preprocessingOpts']
)
# get preprocess sentences from kami evaluator
# uncomment to display this sentence
# in versus text
"""
reference = kevaluator.reference_preprocess \
if kevaluator.reference_preprocess != "" \
else response['reference']
prediction = kevaluator.prediction_preprocess \
if kevaluator.prediction_preprocess != "" \
else response['prediction']
"""
# test if versustext feature activate by user
versus_text = {"comparaison": []}
if bool(response['vtOpt']):
versus_text = show_diff_color_html(
normalize("NFKD", str(response['reference'])),
normalize("NFKD", str(response['prediction']))
)
# add this to jsonify if something wrong
# with show_diff_color_html() : **{"reference": reference, "prediction": prediction},
return jsonify({**serialize_scores(kevaluator.scores.board),
**versus_text
}), 200
#except MemoryError as e:
# print(e)
# return jsonify({}), 400
return render_template('page/index.html',
title="KaMI App",
kami_version=app.config['KAMI_VERSION']), 200
@app.errorhandler(404)
def cant_find_page(error):
"""Redirect to 404.html"""
return render_template("error/404.html", title="KaMI App | Error 404", kami_version=app.config['KAMI_VERSION']), 404
@app.errorhandler(500)
def server_unavailable(error):
"""Redirect to 500.html"""
return render_template("error/500.html", title="KaMI App | Error 500", kami_version=app.config['KAMI_VERSION']), 500
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