webApp.py

import json
import webbrowser

from aip_trainer import PROJECT_ROOT_FOLDER, app_logger
from flask import Flask, render_template, request, Response
from flask_cors import CORS

from aip_trainer.lambdas import lambdaGetSample
from aip_trainer.lambdas import lambdaSpeechToScore
from aip_trainer.lambdas import lambdaTTS


app = Flask(__name__, template_folder="static")
cors = CORS(app)
app.config['CORS_HEADERS'] = '*'

rootPath = ''


@app.route(rootPath+'/')
def main():
    return render_template('main.html')


@app.route(rootPath+'/getAllSamples')
def getDataDeEnAll():
    import pickle
    from pathlib import Path
    sample_folder = Path(PROJECT_ROOT_FOLDER / "aip_trainer" / "lambdas")
    with open(sample_folder / 'data_de_en_2.pickle', 'rb') as handle:
        df = pickle.load(handle)
        j = df.to_json()
        return Response(j, mimetype='application/json')


@app.route(rootPath+'/getSampleSearch', methods=['POST'])
def getDataDeEnSearch():
    import pickle
    from pathlib import Path
    sample_folder = Path(PROJECT_ROOT_FOLDER / "aip_trainer" / "lambdas")
    with open(sample_folder / 'data_de_en_2.pickle', 'rb') as handle:
        event = request.get_json(force=True)
        df = pickle.load(handle)
        lang = event.get('language')
        filter_key = event.get('search')
        df_by_language = df[f"{lang}_sentence"]
        filter_obj = df_by_language.str.contains(filter_key)
        filtered = df_by_language[filter_obj]
        j = filtered.to_json()
        return Response(j, mimetype='application/json')


@app.route(rootPath+'/getAudioFromText', methods=['POST'])
def getAudioFromText():
    event = {'body': json.dumps(request.get_json(force=True))}
    return lambdaTTS.lambda_handler(event, [])


@app.route(rootPath+'/getSample', methods=['POST'])
def getNext():
    event = {'body':  json.dumps(request.get_json(force=True))}
    return lambdaGetSample.lambda_handler(event, [])


@app.route(rootPath+'/GetAccuracyFromRecordedAudio', methods=['POST'])
def GetAccuracyFromRecordedAudio():
    try:
        event = {'body': json.dumps(request.get_json(force=True))}
        lambda_correct_output = lambdaSpeechToScore.lambda_handler(event, [])
        return lambda_correct_output
    except Exception as e:
        import traceback
        app_logger.error(e)
        app_logger.error(traceback.format_exc())
        raise e


if __name__ == "__main__":
    language = 'de'
    webbrowser.open_new('http://127.0.0.1:3000/')
    app.run(host="0.0.0.0", port=3000)  # , debug=True)