How to use transcribe method in localstack

Best Python code snippet using localstack_python

test_transcribe_basics.py

Source:test_transcribe_basics.py

1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.2# SPDX-License-Identifier: Apache-2.03"""4Unit tests for transcribe_basics.py functions.5"""6import boto37from botocore.exceptions import ClientError8import pytest9import transcribe_basics10def make_test_job(index):11    return {12        'name': f'test-job-{index}',13        'media_uri': 's3://example-bucket/test-media.mp3',14        'media_format': 'mp3',15        'language_code': 'en-US',16        'vocabulary_name': f'test-vocabulary-{index}'17    }18def make_test_vocabulary(index, phrases=False, table_uri=False):19    vocab = {'name': f'test-vocab-{index}', 'language_code': 'en-US'}20    if phrases:21        vocab['phrases'] = ['word', 'other-word', 'yet-another-word']22    if table_uri:23        vocab['table_uri'] = 's3://test-bucket/test-table.txt'24    return vocab25@pytest.mark.parametrize('error_code', [None, 'TestException'])26def test_start_job(make_stubber, error_code):27    transcribe_client = boto3.client('transcribe')28    transcribe_stubber = make_stubber(transcribe_client)29    job = make_test_job(1)30    transcribe_stubber.stub_start_transcription_job(job, error_code=error_code)31    if error_code is None:32        got_job = transcribe_basics.start_job(33            job['name'], job['media_uri'], job['media_format'],34            job['language_code'], transcribe_client, job['vocabulary_name'])35        assert got_job['TranscriptionJobName'] == job['name']36    else:37        with pytest.raises(ClientError) as exc_info:38            transcribe_basics.start_job(39                job['name'], job['media_uri'], job['media_format'],40                job['language_code'], transcribe_client, job['vocabulary_name'])41        assert exc_info.value.response['Error']['Code'] == error_code42@pytest.mark.parametrize('job_slice,error_code', [43    ((0, 10), None),44    ((0, 5), None),45    ((0, 10), 'TestException')])46def test_list_jobs(make_stubber, job_slice, error_code):47    transcribe_client = boto3.client('transcribe')48    transcribe_stubber = make_stubber(transcribe_client)49    job_filter = 'test-filter'50    jobs = [make_test_job(index) for index in range(0, 10)]51    transcribe_stubber.stub_list_transcription_jobs(52        job_filter, jobs, job_slice, error_code=error_code)53    if job_slice[1] < len(jobs):54        transcribe_stubber.stub_list_transcription_jobs(55            job_filter, jobs, [job_slice[1], len(jobs)], next_token='test-token',56            error_code=error_code)57    if error_code is None:58        got_jobs = transcribe_basics.list_jobs(job_filter, transcribe_client)59        assert [got['TranscriptionJobName'] for got in got_jobs] == \60               [had['name'] for had in jobs]61    else:62        with pytest.raises(ClientError) as exc_info:63            transcribe_basics.list_jobs(job_filter, transcribe_client)64        assert exc_info.value.response['Error']['Code'] == error_code65@pytest.mark.parametrize('error_code', [None, 'TestException'])66def test_get_job(make_stubber, error_code):67    transcribe_client = boto3.client('transcribe')68    transcribe_stubber = make_stubber(transcribe_client)69    job = make_test_job(1)70    transcribe_stubber.stub_get_transcription_job(job, error_code=error_code)71    if error_code is None:72        got_job = transcribe_basics.get_job(job['name'], transcribe_client)73        assert got_job['TranscriptionJobName'] == job['name']74    else:75        with pytest.raises(ClientError) as exc_info:76            transcribe_basics.get_job(job['name'], transcribe_client)77        assert exc_info.value.response['Error']['Code'] == error_code78@pytest.mark.parametrize('error_code', [None, 'TestException'])79def test_delete_job(make_stubber, error_code):80    transcribe_client = boto3.client('transcribe')81    transcribe_stubber = make_stubber(transcribe_client)82    job_name = 'test-job'83    transcribe_stubber.stub_delete_transcription_job(job_name, error_code=error_code)84    if error_code is None:85        transcribe_basics.delete_job(job_name, transcribe_client)86    else:87        with pytest.raises(ClientError) as exc_info:88            transcribe_basics.delete_job(job_name, transcribe_client)89        assert exc_info.value.response['Error']['Code'] == error_code90@pytest.mark.parametrize('phrases,error_code', [91    (True, None),92    (False, None),93    (True, 'TestException')])94def test_create_vocabulary(make_stubber, phrases, error_code):95    transcribe_client = boto3.client('transcribe')96    transcribe_stubber = make_stubber(transcribe_client)97    vocab = make_test_vocabulary(1, phrases=phrases, table_uri=not phrases)98    transcribe_stubber.stub_create_vocabulary(vocab, error_code=error_code)99    if error_code is None:100        got_vocab = transcribe_basics.create_vocabulary(101            vocab['name'], vocab['language_code'], transcribe_client,102            phrases=vocab.get('phrases'), table_uri=vocab.get('table_uri'))103        assert got_vocab['VocabularyName'] == vocab['name']104    else:105        with pytest.raises(ClientError) as exc_info:106            transcribe_basics.create_vocabulary(107                vocab['name'], vocab['language_code'], transcribe_client,108                phrases=vocab.get('phrases'), table_uri=vocab.get('table_uri'))109        assert exc_info.value.response['Error']['Code'] == error_code110@pytest.mark.parametrize('vocab_slice,error_code', [111    ((0, 10), None),112    ((0, 5), None),113    ((0, 10), 'TestException')])114def test_list_vocabularies(make_stubber, vocab_slice, error_code):115    transcribe_client = boto3.client('transcribe')116    transcribe_stubber = make_stubber(transcribe_client)117    vocab_filter = 'test-filter'118    vocabs = [make_test_vocabulary(index) for index in range(0, 10)]119    transcribe_stubber.stub_list_vocabularies(120        vocab_filter, vocabs, vocab_slice, error_code=error_code)121    if vocab_slice[1] < len(vocabs):122        transcribe_stubber.stub_list_vocabularies(123            vocab_filter, vocabs, [vocab_slice[1], len(vocabs)],124            next_token='test-token', error_code=error_code)125    if error_code is None:126        got_vocabs = transcribe_basics.list_vocabularies(127            vocab_filter, transcribe_client)128        assert [got['VocabularyName'] for got in got_vocabs] == \129               [had['name'] for had in vocabs]130    else:131        with pytest.raises(ClientError) as exc_info:132            transcribe_basics.list_vocabularies(vocab_filter, transcribe_client)133        assert exc_info.value.response['Error']['Code'] == error_code134@pytest.mark.parametrize('error_code', [None, 'TestException'])135def test_get_vocabulary(make_stubber, error_code):136    transcribe_client = boto3.client('transcribe')137    transcribe_stubber = make_stubber(transcribe_client)138    vocab = make_test_vocabulary(1)139    transcribe_stubber.stub_get_vocabulary(vocab, error_code=error_code)140    if error_code is None:141        transcribe_basics.get_vocabulary(vocab['name'], transcribe_client)142    else:143        with pytest.raises(ClientError) as exc_info:144            transcribe_basics.get_vocabulary(vocab['name'], transcribe_client)145        assert exc_info.value.response['Error']['Code'] == error_code146@pytest.mark.parametrize('phrases,error_code', [147    (True, None),148    (False, None),149    (True, 'TestException')])150def test_update_vocabulary(make_stubber, phrases, error_code):151    transcribe_client = boto3.client('transcribe')152    transcribe_stubber = make_stubber(transcribe_client)153    vocab = make_test_vocabulary(1, phrases=phrases, table_uri=not phrases)154    transcribe_stubber.stub_update_vocabulary(vocab, error_code=error_code)155    if error_code is None:156        transcribe_basics.update_vocabulary(157            vocab['name'], vocab['language_code'], transcribe_client,158            phrases=vocab.get('phrases'), table_uri=vocab.get('table_uri'))159    else:160        with pytest.raises(ClientError) as exc_info:161            transcribe_basics.update_vocabulary(162                vocab['name'], vocab['language_code'], transcribe_client,163                phrases=vocab.get('phrases'), table_uri=vocab.get('table_uri'))164        assert exc_info.value.response['Error']['Code'] == error_code165@pytest.mark.parametrize('error_code', [None, 'TestException'])166def test_delete_vocabulary(make_stubber, error_code):167    transcribe_client = boto3.client('transcribe')168    transcribe_stubber = make_stubber(transcribe_client)169    vocab_name = 'test-vocab'170    transcribe_stubber.stub_delete_vocabulary(vocab_name, error_code=error_code)171    if error_code is None:172        transcribe_basics.delete_vocabulary(vocab_name, transcribe_client)173    else:174        with pytest.raises(ClientError) as exc_info:175            transcribe_basics.delete_vocabulary(vocab_name, transcribe_client)...

views.py

Source:views.py

1from django.shortcuts import render2from django.shortcuts import get_object_or_4043from django.http import HttpResponseRedirect4from django.http import HttpResponse5from django.template import loader6from django.http import Http4047from django.urls import reverse8from django.views import generic9from django.shortcuts import redirect10from django.core.files.storage import FileSystemStorage11from audio.models import File12from .models import Transcribe13from django.utils import timezone14from google.cloud import speech15from google.cloud import storage16import os17# bucket_name = 'kemitraan-telkom-1550985641715.appspot.com' #pak ikhsan18bucket_name = 'quantum-engine-248003.appspot.com' #pak ikhsan19# os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = "sspk-owner.json" #pak ikhsan20os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = "credentials/My_First_Project-2c46ff0c115f.json" #pak ikhsan21def index(request):22    file_list = File.objects.all()23    context = {'file_list': file_list}24    return render(request, 'transcribe/index.html', context)25def edit(request, id):26    file = get_object_or_404(File, id=id)27    28    try:29        transcribe = Transcribe.objects.get(File_id=id)30    except Transcribe.DoesNotExist:31        transcribe = Transcribe.objects.create(File_id=file.id)32    context = {'file': file, 'transcribe': transcribe}33    return render(request, 'transcribe/edit.html', context)34    35def update(request, id):36    file = get_object_or_404(File, id=request.POST['id'])37    file.save()38    transcribe = get_object_or_404(Transcribe, File_id=request.POST['id'])39    # transcribe.action_text = request.POST['action_text']40    # transcribe.enthusiasm_text = request.POST['enthusiasm_text']41    # transcribe.focus_text = request.POST['focus_text']42    # transcribe.imagine_text = request.POST['imagine_text']43    # transcribe.integrity_text = request.POST['integrity_text']44    # transcribe.smart_text = request.POST['smart_text']45    # transcribe.solid_text = request.POST['solid_text']46    # transcribe.speed_text = request.POST['speed_text']47    # transcribe.totality_text = request.POST['totality_text']48    transcribe.verbatim_text = request.POST['verbatim_text']49    transcribe.updated_at = timezone.now()50    transcribe.save()51    return HttpResponseRedirect(reverse('transcribe:edit', args=(file.id,)))52def save(request):53    return redirect('/transcribe/')54def delete(request, id):55    return HttpResponse("You're voting on audio delete %s." % id)56def process(request, id):57    file = get_object_or_404(File, id=id)58    TranscribeThread.run(file)59    return HttpResponseRedirect(reverse('transcribe:edit', args=(id,)))60import threading61class TranscribeThread(threading.Thread):62    def run(file):63        try:64            hasil_transcribe = transcriptingstreo('gs://'+bucket_name+'/'+file.name)65        except:66            hasil_transcribe = transcriptingmono('gs://'+bucket_name+'/'+file.name)67        try:68            transcribe = Transcribe.objects.get(File_id=file.id)69        except Transcribe.DoesNotExist:70            transcribe = Transcribe.objects.create(File_id=file.id)71        transcribe.raw = hasil_transcribe72        transcribe.verbatim_text = hasil_transcribe73        transcribe.save()74def transcriptingstreo(filename):75    ##global hasiltranscript76    hasiltranscript=''77    #client=speech.SpeechClient()78    #audio=speech.types.RecognitionAudio(uri=filename)79    #config=speech.types.RecognitionConfig(80    #    encoding=speech.enums.RecognitionConfig.AudioEncoding.LINEAR16,language_code='id-ID',audio_channel_count=2,81    #enable_separate_recognition_per_channel=True82    #)83    operation=speech.SpeechClient().long_running_recognize(84        config=speech.types.RecognitionConfig(encoding=speech.enums.RecognitionConfig.AudioEncoding.LINEAR16,85        language_code='id-ID',audio_channel_count=2,enable_separate_recognition_per_channel=True)86        ,audio=speech.types.RecognitionAudio(uri=filename))87    print('Waiting for transcriptingstreo to complete...')88    #response = operation.result(timeout=10000)89    for result in operation.result(timeout=10000).results:90           hasiltranscript += str(result.alternatives[0].transcript)91    return hasiltranscript92def transcriptingmono(filename):93    #global hasiltranscript94    #client = speech.SpeechClient()95    #audio = speech.types.RecognitionAudio(uri=filename)96    #config = speech.types.RecognitionConfig(97    #    encoding=speech.enums.RecognitionConfig.AudioEncoding.LINEAR16, language_code='id-ID'98    #)99    #operation = client.long_running_recognize(config=config, audio=audio)100    hasiltranscript = ''101    operation = speech.SpeechClient().long_running_recognize(102        config=speech.types.RecognitionConfig(encoding=speech.enums.RecognitionConfig.AudioEncoding.LINEAR16,103                                              language_code='id-ID')104        , audio=speech.types.RecognitionAudio(uri=filename))105    print('Waiting for transcriptingmono to complete...')106    response = operation.result(timeout=10000)107    for result in response.results:108        hasiltranscript += str(result.alternatives[0].transcript)...

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