From 62528e8388330971f9130309096ba764eb489244 Mon Sep 17 00:00:00 2001 From: kingslayerrq Date: Fri, 24 Nov 2023 16:17:15 -0500 Subject: [PATCH] updated dockerfile for machine_learning_client, initial setup for dockercompose --- Pipfile | 3 + Pipfile.lock | 173 +++++++++++++++++- docker-compose.yaml | 20 ++ .../{Dockerfile.txt => Dockerfile} | 8 +- .../machine_learning_client.py | 35 +++- machine-learning-client/requirements.txt | 3 + 6 files changed, 236 insertions(+), 6 deletions(-) create mode 100644 docker-compose.yaml rename machine-learning-client/{Dockerfile.txt => Dockerfile} (51%) create mode 100644 machine-learning-client/requirements.txt diff --git a/Pipfile b/Pipfile index 2b0ceb5..9149750 100644 --- a/Pipfile +++ b/Pipfile @@ -9,6 +9,9 @@ black = "*" pytest = "*" flask = "*" pymongo = "*" +speechrecognition = "*" +pyaudio = "*" +setuptools = "*" [dev-packages] diff --git a/Pipfile.lock b/Pipfile.lock index 1f938c0..a2f41c3 100644 --- a/Pipfile.lock +++ b/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": "17cd4bfa37f5567ce3c4b0593246748983acd0284583df18168869196453e787" + "sha256": "fe9749392ffbf23d96ff5f0d213c4e34ab8429245e8e26b0ee47d5e69d36d261" }, "pipfile-spec": 6, "requires": { @@ -57,6 +57,110 @@ "markers": "python_version >= '3.8'", "version": "==1.7.0" }, + "certifi": { + "hashes": [ + "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1", + "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474" + ], + "markers": "python_version >= '3.6'", + "version": "==2023.11.17" + }, + "charset-normalizer": { + "hashes": [ + "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027", + "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087", + "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786", + "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8", + "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09", + 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"sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b", + "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4", + "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f", + "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5", + "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33", + "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519", + "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561" + ], + "markers": "python_full_version >= '3.7.0'", + "version": "==3.3.2" + }, "click": { "hashes": [ "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28", @@ -65,6 +169,14 @@ "markers": "python_version >= '3.7'", "version": "==8.1.7" }, + "colorama": { + "hashes": [ + "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", + "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6" + ], + "markers": "sys_platform == 'win32'", + "version": "==0.4.6" + }, "dill": { "hashes": [ "sha256:76b122c08ef4ce2eedcd4d1abd8e641114bfc6c2867f49f3c41facf65bf19f5e", @@ -90,6 +202,14 @@ "markers": "python_version >= '3.8'", "version": "==3.0.0" }, + "idna": { + "hashes": [ + "sha256:27009fe2735bf8723353582d48575b23c533cc2c2de7b5a68908d91b5eb18d08", + "sha256:79b8f0ac92d2351be5f6122356c9a592c96d81c9a79e4b488bf2a6a15f88057a" + ], + "markers": "python_version >= '3.5'", + "version": "==3.5" + }, "iniconfig": { "hashes": [ "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3", @@ -236,6 +356,23 @@ "markers": "python_version >= '3.8'", "version": "==1.3.0" }, + "pyaudio": { + "hashes": [ + "sha256:009f357ee5aa6bc8eb19d69921cd30e98c42cddd34210615d592a71d09c4bd57", + "sha256:126065b5e82a1c03ba16e7c0404d8f54e17368836e7d2d92427358ad44fefe61", + "sha256:12f2f1ba04e06ff95d80700a78967897a489c05e093e3bffa05a84ed9c0a7fa3", + "sha256:2a166fc88d435a2779810dd2678354adc33499e9d4d7f937f28b20cc55893e83", + "sha256:2dac0d6d675fe7e181ba88f2de88d321059b69abd52e3f4934a8878e03a7a074", + "sha256:506b32a595f8693811682ab4b127602d404df7dfc453b499c91a80d0f7bad289", + "sha256:5fce4bcdd2e0e8c063d835dbe2860dac46437506af509353c7f8114d4bacbd5b", + "sha256:78dfff3879b4994d1f4fc6485646a57755c6ee3c19647a491f790a0895bd2f87", + "sha256:858caf35b05c26d8fc62f1efa2e8f53d5fa1a01164842bd622f70ddc41f55000", + "sha256:bbeb01d36a2f472ae5ee5e1451cacc42112986abe622f735bb870a5db77cf903", + "sha256:f745109634a7c19fa4d6b8b7d6967c3123d988c9ade0cd35d4295ee1acdb53e9" + ], + "index": "pypi", + "version": "==0.2.14" + }, "pylint": { "hashes": [ "sha256:0d4c286ef6d2f66c8bfb527a7f8a629009e42c99707dec821a03e1b51a4c1496", @@ -342,6 +479,32 @@ "markers": "python_version >= '3.7'", "version": "==7.4.3" }, + "requests": { + "hashes": [ + "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f", + "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1" + ], + "markers": "python_version >= '3.7'", + "version": "==2.31.0" + }, + "setuptools": { + "hashes": [ + "sha256:1e8fdff6797d3865f37397be788a4e3cba233608e9b509382a2777d25ebde7f2", + "sha256:735896e78a4742605974de002ac60562d286fa8051a7e2299445e8e8fbb01aa6" + ], + "index": "pypi", + "markers": "python_version >= '3.8'", + "version": "==69.0.2" + }, + "speechrecognition": { + "hashes": [ + "sha256:14131155e8a8ba00ead1b7b9b1a2fa71c845e4db5f9a5f66a33a1bd6c55c6c35", + "sha256:7ae9966887d9909ce3e5a0c27ecc3eacfca16fd0c0829f77f552919418e86306" + ], + "index": "pypi", + "markers": "python_version >= '3.8'", + "version": "==3.10.0" + }, "tomlkit": { "hashes": [ "sha256:75baf5012d06501f07bee5bf8e801b9f343e7aac5a92581f20f80ce632e6b5a4", @@ -350,6 +513,14 @@ "markers": "python_version >= '3.7'", "version": "==0.12.3" }, + "urllib3": { + "hashes": [ + "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3", + "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54" + ], + "markers": "python_version >= '3.8'", + "version": "==2.1.0" + }, "werkzeug": { "hashes": [ "sha256:507e811ecea72b18a404947aded4b3390e1db8f826b494d76550ef45bb3b1dcc", diff --git a/docker-compose.yaml b/docker-compose.yaml new file mode 100644 index 0000000..1bafff7 --- /dev/null +++ b/docker-compose.yaml @@ -0,0 +1,20 @@ +version: "3.11" + +services: + frontend: + build: ./web-app # build the Docker image from the Dockerfile in the front-end directory + ports: + - 3000:3000 # map port 3000 of host machine to port 3000 of container + depends_on: + - backend + command: python app.py # command to start up the front-end once the container is up and running + + + + backend: + build: + ports: + - + depends_on: + - db + command: python machine_learning_client.py diff --git a/machine-learning-client/Dockerfile.txt b/machine-learning-client/Dockerfile similarity index 51% rename from machine-learning-client/Dockerfile.txt rename to machine-learning-client/Dockerfile index 735745d..ce38353 100644 --- a/machine-learning-client/Dockerfile.txt +++ b/machine-learning-client/Dockerfile @@ -2,12 +2,14 @@ FROM python:3.11 WORKDIR /app -COPY Pipfile Pipfile.lock ./ +#COPY Pipfile Pipfile.lock ./ -RUN pip install pipenv && pipenv install --deploy --ignore-pipfile +#RUN pip install pipenv && pipenv install --deploy --ignore-pipfile RUN apt-get -y update RUN apt-get -y install libasound-dev RUN apt-get -y install portaudio19-dev +# Set up microphone access in the Dockerfile +RUN apt-get update && apt-get install -y alsa-utils WORKDIR /usr/src/app COPY requirements.txt ./ @@ -16,4 +18,4 @@ COPY . . RUN pip install -r requirements.txt -CMD ["pipenv", "run", "python", "machine_learning_client.py"] +CMD ["python"] diff --git a/machine-learning-client/machine_learning_client.py b/machine-learning-client/machine_learning_client.py index 0335db0..ffecd46 100644 --- a/machine-learning-client/machine_learning_client.py +++ b/machine-learning-client/machine_learning_client.py @@ -2,13 +2,35 @@ from pymongo import MongoClient import pymongo import datetime +import pyaudio import speech_recognition as sr import sys -r = sr.recognizer() +r = sr.Recognizer() +pa = pyaudio.PyAudio() +def listAllMic(): + """ + List all available microphone device + """ + if (len(sr.Microphone.list_microphone_names()) == 0): + print("no device available") + return + + for index, name in enumerate(sr.Microphone.list_microphone_names()): + print("Microphone with name \"{1}\" found for `Microphone(device_index={0})`".format(index, name)) def record_microphone(): - with sr.Microphone() as source: + listAllMic() #Use for debug + mc = None + try: + mc = sr.Microphone() + print("Mic init successful") + except OSError: + mc = sr.Microphone(0) + print("no default mic") + + + with mc as source: print("Please give your answer:") audio = r.listen(source) return audio @@ -17,13 +39,22 @@ def audio_to_text(audio): try: transcription = r.recognize_google(audio) print(transcription) + print(type(transcription)) except sr.UnknownValueError: print("Sorry, we could not recognize your response.") except sr.RequestError as e: print("Sorry, there appears to be an error with Google Speech to Text") def grade_response(transcription): + """ + Give out a score based on the transcribed audio + + + Args: + transcription (str): transcribed audio + """ print("working on it...") + def main(): print("Tell me a little bit about yourself") diff --git a/machine-learning-client/requirements.txt b/machine-learning-client/requirements.txt new file mode 100644 index 0000000..450beb0 --- /dev/null +++ b/machine-learning-client/requirements.txt @@ -0,0 +1,3 @@ +pymongo +SpeechRecognition +pyaudio == 0.2.11