Make it run in production.
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054b77cfd7
commit
0d840bbb73
4 changed files with 63 additions and 38 deletions
1
Procfile
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1
Procfile
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web: gunicorn -k gevent -b 0.0.0.0:$PORT asr:app
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@ -1,14 +1,20 @@
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import gevent.monkey
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gevent.monkey.patch_all()
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import base64
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from email.mime.multipart import MIMEMultipart
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from email.message import Message
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import json
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import struct
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import os
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from flask import Flask, request, Response
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from google.cloud import speech
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import requests
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from flask import Flask, request, Response, abort
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app = Flask(__name__)
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AUTH_URL = "https://auth.rebble.io"
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API_KEY = os.environ['SPEECH_API_KEY']
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# We know gunicorn does this, but it doesn't *say* it does this, so we must signal it manually.
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@app.before_request
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@ -18,7 +24,6 @@ def handle_chunking():
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def parse_chunks(stream):
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boundary = b'--' + request.headers['content-type'].split(';')[1].split('=')[1].encode('utf-8').strip() # super lazy/brittle parsing.
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print("Boundary: " + boundary.decode('utf-8'))
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this_frame = b''
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while True:
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content = stream.read(4096)
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@ -28,7 +33,6 @@ def parse_chunks(stream):
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frame = this_frame[:end]
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if frame != b'':
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header, content = frame.split(b'\r\n\r\n', 1)
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print(content)
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yield content[:-2]
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this_frame = this_frame[end + len(boundary):]
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if content == b'':
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@ -36,44 +40,45 @@ def parse_chunks(stream):
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break
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def parse_data():
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boundary = b'--' + request.headers['content-type'].split(';')[1].split('=')[1].encode('utf-8').strip() # super lazy/brittle parsing.
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parts = request.data.split(boundary)
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for part in parts:
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if part == b'':
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continue
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yield part.split(b'\r\n\r\n', 1)[1][:-2]
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@app.route('/NmspServlet/', methods=["POST"])
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def recognise():
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client = speech.SpeechClient()
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stream = request.stream
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access_token, part1, part2 = request.host.split('.', 1)[0].split('-', 3)
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lang = f"{part1}-{part2.upper()}"
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auth_req = requests.get(f"{AUTH_URL}/api/v1/me/token", headers={'Authorization': f"Bearer {access_token}"})
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if not auth_req.ok:
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abort(401)
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chunks = iter(list(parse_chunks(stream)))
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content = next(chunks).decode('utf-8')
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print(content)
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config = speech.types.RecognitionConfig(
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encoding='SPEEX_WITH_HEADER_BYTE',
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language_code='en-US',
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sample_rate_hertz=16000,
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)
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print('beginning request')
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responses = client.streaming_recognize(
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config=speech.types.StreamingRecognitionConfig(config=config),
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requests=(
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speech.types.StreamingRecognizeRequest(audio_content=struct.pack('B', len(x)) + x)
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for x in chunks))
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print('finished request')
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body = {
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'config': {
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'encoding': 'SPEEX_WITH_HEADER_BYTE',
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'language_code': lang,
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'sample_rate_hertz': 16000,
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'max_alternatives': 1,
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# 'metadata': {
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# 'interaction_type': 'DICTATION',
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# 'microphone_distance': 'NEARFIELD',
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# },
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},
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'audio': {
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'content': base64.b64encode(b''.join((struct.pack('B', len(x)) + x for x in chunks))).decode('utf-8'),
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},
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}
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result = requests.post(f'https://speech.googleapis.com/v1/speech:recognize?key={API_KEY}', json=body)
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result.raise_for_status()
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words = []
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for response in responses:
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if response.results:
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for result in response.results:
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if 'results' in result.json():
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for result in result.json()['results']:
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words.extend({
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'word': x,
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'confidence': result.alternatives[0].confidence
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} for x in result.alternatives[0].transcript.split(' '))
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'confidence': result['alternatives'][0]['confidence']
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} for x in result['alternatives'][0]['transcript'].split(' '))
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# Now for some reason we also need to give back a mime/multipart message...
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parts = MIMEMultipart()
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@ -83,6 +88,7 @@ def recognise():
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if len(words) > 0:
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response_part.add_header('Content-Disposition', 'form-data; name="QueryResult"')
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words[0]['word'] += '\\*no-space-before'
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words[0]['word'] = words[0]['word'][0].upper() + words[0]['word'][1:]
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response_part.set_payload(json.dumps({
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'words': [words],
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}))
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@ -96,10 +102,8 @@ def recognise():
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"Prompt": "Sorry, speech not recognized. Please try again."
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}))
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parts.attach(response_part)
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print(parts.as_string())
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response = Response(parts.as_string().split("\n", 3)[3])
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response.headers['Content-Type'] = f'multipart/form-data; boundary={parts.get_boundary()}'
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response.headers['Connection'] = 'close'
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return response
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19
requirements.txt
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19
requirements.txt
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certifi==2018.4.16
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chardet==3.0.4
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click==6.7
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Flask==1.0.2
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gevent==1.3.4
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greenlet==0.4.13
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gunicorn==19.8.1
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idna==2.7
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itsdangerous==0.24
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Jinja2==2.10
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MarkupSafe==1.0
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pyasn1==0.4.3
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pyasn1-modules==0.2.2
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pytz==2018.4
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requests==2.19.1
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rsa==3.4.2
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six==1.11.0
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urllib3==1.23
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Werkzeug==0.14.1
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1
runtime.txt
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1
runtime.txt
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python-3.6.6
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