diff --git a/docker/Dockerfiles/yake-server/Dockerfile b/docker/Dockerfiles/yake-server/Dockerfile index fcf98ea..d61827e 100644 --- a/docker/Dockerfiles/yake-server/Dockerfile +++ b/docker/Dockerfiles/yake-server/Dockerfile @@ -24,7 +24,7 @@ RUN pip install -r requirements.txt # install yake via pip #RUN pip install git+https://github.com/liaad/yake.git -RUN pip install git+https://github.com/Crazy-LittleBoy/yake.git +RUN pip install git+https://github.moeyy.xyz/https://github.com/Crazy-LittleBoy/yake.git # Copy server startup script COPY ./yake-rest-api.py /temp diff --git a/docker/Dockerfiles/yake-server/yake-rest-api-old.py b/docker/Dockerfiles/yake-server/yake-rest-api-old.py new file mode 100644 index 0000000..ffd4ba1 --- /dev/null +++ b/docker/Dockerfiles/yake-server/yake-rest-api-old.py @@ -0,0 +1,145 @@ +""" +Credits @arianpasquali +https://gist.githubusercontent.com/arianpasquali/16b2b0ab2095ee35dbede4dd2f4f8520/raw/ba4ea7da0d958fc4b1b2e694f45f17cc71d8238d/yake_rest_api.py + +The simple example serving YAKE as a rest api. + +instructions: + + pip install flasgger + pip install git+https://github.com/LIAAD/yake + + python yake_rest_api.py + +open http://127.0.0.1:5000/apidocs/ +""" + +from flasgger import Swagger +from flask import Flask, jsonify, request + +try: + import simplejson as json +except ImportError: + import json +try: + from http import HTTPStatus +except ImportError: + import httplib as HTTPStatus + +import yake + +app = Flask(__name__) +app.config['SWAGGER'] = { + 'title': 'Yake API Explorer', + 'uiversion': 3 +} +swagger = Swagger(app) + + +@swagger.validate('content') +@app.route('/yake/', methods=['POST']) +def handle_yake(): + """Example endpoint return a list of keywords using YAKE + --- + consumes: + - application/json + produces: + - application/json + parameters: + - name: content + in: body + description: content object + required: true + schema: + $ref: '#/definitions/content' + + requestBody: + description: Optional description in *Markdown* + required: true + content: + application/json: + schema: + id: content + type: object + + + responses: + 200: + description: Extract keywords from input text + schema: + $ref: '#/definitions/result' + + definitions: + content: + description: content object + properties: + text: + type: string + language: + type: string + max_ngram_size: + type: integer + minimum: 1 + number_of_keywords: + type: integer + minimum: 1 + required: + - text + - language + - max_ngram_size + - number_of_keywords + example: # Sample object + text: Sources tell us that Google is acquiring Kaggle, a platform that hosts data science and machine learning competitions. Details about the transaction remain somewhat vague , but given that Google is hosting its Cloud Next conference in San Francisco this week, the official announcement could come as early as tomorrow. Reached by phone, Kaggle co-founder CEO Anthony Goldbloom declined to deny that the acquisition is happening. Google itself declined 'to comment on rumors'. Kaggle, which has about half a million data scientists on its platform, was founded by Goldbloom and Ben Hamner in 2010. The service got an early start and even though it has a few competitors like DrivenData, TopCoder and HackerRank, it has managed to stay well ahead of them by focusing on its specific niche. The service is basically the de facto home for running data science and machine learning competitions. With Kaggle, Google is buying one of the largest and most active communities for data scientists - and with that, it will get increased mindshare in this community, too (though it already has plenty of that thanks to Tensorflow and other projects). Kaggle has a bit of a history with Google, too, but that's pretty recent. Earlier this month, Google and Kaggle teamed up to host a $100,000 machine learning competition around classifying YouTube videos. That competition had some deep integrations with the Google Cloud Platform, too. Our understanding is that Google will keep the service running - likely under its current name. While the acquisition is probably more about Kaggle's community than technology, Kaggle did build some interesting tools for hosting its competition and 'kernels', too. On Kaggle, kernels are basically the source code for analyzing data sets and developers can share this code on the platform (the company previously called them 'scripts'). Like similar competition centric sites, Kaggle also runs a job board, too. It's unclear what Google will do with that part of the service. According to Crunchbase, Kaggle raised $12.5 million (though PitchBook says it's $12.75) since its launch in 2010. Investors in Kaggle include Index Ventures, SV Angel, Max Levchin, Naval Ravikant, Google chief economist Hal Varian, Khosla Ventures and Yuri Milner + language: en + max_ngram_size: 3 + number_of_keywords: 10 + result: + type: array + items: + minItems: 0 + type: object + required: + - name + - value + properties: + ngram: + type: string + score: + type: number + """ + + try: + assert request.json["text"], "Invalid text" + assert len(request.json["language"]) == 2, "Invalid language code" + assert int(request.json["max_ngram_size"]), "Invalid max_ngram_size, Suggested max_ngram_size setting of 1 or 2 or 3" + assert int(request.json["number_of_keywords"]), "Invalid number_of_keywords" + assert int(request.json["windows_size"]), "Invalid windows_size, Suggested windows_size setting of 1 or 2" + + text = request.json["text"] + language = request.json["language"] + max_ngram_size = int(request.json["max_ngram_size"]) + number_of_keywords = int(request.json["number_of_keywords"]) + windows_size = int(request.json["windows_size"]) + + my_yake = yake.KeywordExtractor(lan=language, + n=max_ngram_size, + top=number_of_keywords, + dedupLim=-1, + windowsSize=windows_size + ) + + keywords = my_yake.extract_keywords(text) + result = [{"keyword": x[0], "score": x[1]} for x in keywords] + + return jsonify(result), HTTPStatus.OK + except IOError as e: + return jsonify("Language not supported"), HTTPStatus.BAD_REQUEST + except Exception as e: + return jsonify(str(e)), HTTPStatus.BAD_REQUEST + + + + + +if __name__ == "__main__": + app.run(host='0.0.0.0', debug=True) diff --git a/docker/Dockerfiles/yake-server/yake-rest-api.py b/docker/Dockerfiles/yake-server/yake-rest-api.py index b9ee363..db56089 100644 --- a/docker/Dockerfiles/yake-server/yake-rest-api.py +++ b/docker/Dockerfiles/yake-server/yake-rest-api.py @@ -13,7 +13,7 @@ open http://127.0.0.1:5000/apidocs/ """ - +import meinheld from flasgger import Swagger from flask import Flask, jsonify, request @@ -139,4 +139,6 @@ def handle_yake(): if __name__ == "__main__": - app.run(host='0.0.0.0', debug=True) + # app.run(host='0.0.0.0', debug=True) + meinheld.listen(("0.0.0.0", 5000)) + meinheld.run(app) diff --git a/docker/Dockerfiles/yake/Dockerfile b/docker/Dockerfiles/yake/Dockerfile index cbafe36..dceae33 100644 --- a/docker/Dockerfiles/yake/Dockerfile +++ b/docker/Dockerfiles/yake/Dockerfile @@ -17,7 +17,7 @@ RUN apk update && apk upgrade && \ # install yake via pip RUN python -m pip install --upgrade pip #RUN pip install git+https://github.com/liaad/yake.git -RUN pip install git+https://github.com/Crazy-LittleBoy/yake.git +RUN pip install git+https://github.moeyy.xyz/https://github.com/Crazy-LittleBoy/yake.git # set default command ENTRYPOINT ["yake"] diff --git a/docker/build.sh b/docker/build.sh index 1817c9b..9ad79f3 100755 --- a/docker/build.sh +++ b/docker/build.sh @@ -14,6 +14,7 @@ source "$DIR/constants.sh" cd "$DIR/Dockerfiles/yake-server" docker build -t "$YAKE_SERVER_IMAGE:$TAG" . #docker run -d -p $YAKE_PORT:$YAKE_PORT "$YAKE_SERVER_IMAGE:$TAG" +docker run -d -p 5000:5000 "multi-keywords/yake-server:fast" cd "$DIR/Dockerfiles/yake" docker build -t "$YAKE_IMAGE:$TAG" . diff --git a/docker/constants.sh b/docker/constants.sh index 574b4b2..b16bd6f 100755 --- a/docker/constants.sh +++ b/docker/constants.sh @@ -3,4 +3,4 @@ YAKE_PORT=5000 YAKE_IMAGE="multi-keywords/yake" YAKE_SERVER_IMAGE="multi-keywords/yake-server" -TAG="junbo" +TAG="fast" diff --git a/requirements.txt b/requirements.txt index e226d98..1e5b4c3 100644 --- a/requirements.txt +++ b/requirements.txt @@ -5,4 +5,5 @@ segtok jellyfish networkx numpy -click \ No newline at end of file +click +meinheld \ No newline at end of file