From 67c3af856ebc340ab96a4d62963fd62b476ac8fc Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Mon, 1 Jun 2020 22:50:17 +0200 Subject: [PATCH 01/86] gitignore add .idea/ --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index e68495e..5eff381 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,4 @@ +.idea/ outputs/ data/ venv/ From 2052bc7ec2a52ca637e8d5d0539218602fc360ec Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Mon, 1 Jun 2020 22:50:39 +0200 Subject: [PATCH 02/86] rm cached idea files --- .idea/.gitignore | 3 --- .idea/inspectionProfiles/profiles_settings.xml | 6 ------ .idea/misc.xml | 7 ------- .idea/modules.xml | 8 -------- .idea/tenderclass-backend.iml | 12 ------------ .idea/vcs.xml | 6 ------ 6 files changed, 42 deletions(-) delete mode 100644 .idea/.gitignore delete mode 100644 .idea/inspectionProfiles/profiles_settings.xml delete mode 100644 .idea/misc.xml delete mode 100644 .idea/modules.xml delete mode 100644 .idea/tenderclass-backend.iml delete mode 100644 .idea/vcs.xml diff --git a/.idea/.gitignore b/.idea/.gitignore deleted file mode 100644 index 0e40fe8..0000000 --- a/.idea/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ - -# Default ignored files -/workspace.xml \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml deleted file mode 100644 index 105ce2d..0000000 --- a/.idea/inspectionProfiles/profiles_settings.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml deleted file mode 100644 index ba24381..0000000 --- a/.idea/misc.xml +++ /dev/null @@ -1,7 +0,0 @@ - - - - - - \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml deleted file mode 100644 index 84c84bf..0000000 --- a/.idea/modules.xml +++ /dev/null @@ -1,8 +0,0 @@ - - - - - - - - \ No newline at end of file diff --git a/.idea/tenderclass-backend.iml b/.idea/tenderclass-backend.iml deleted file mode 100644 index 7c9d48f..0000000 --- a/.idea/tenderclass-backend.iml +++ /dev/null @@ -1,12 +0,0 @@ - - - - - - - - - - \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml deleted file mode 100644 index 94a25f7..0000000 --- a/.idea/vcs.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - - - \ No newline at end of file From 26841085e2f8ede71c069e93eabd06d508544212 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Tue, 2 Jun 2020 23:17:45 +0200 Subject: [PATCH 03/86] separate flask routes --- requirements.txt | 13 ++-- src/classifier/SpacyScikitModel.py | 3 - src/classifier/TransformerModel.py | 10 +-- src/config.py | 13 ++++ src/fetcher/ted/TedExtractor.py | 2 +- src/main.py | 105 +++-------------------------- src/routes/v1/model.py | 17 +++++ src/routes/v1/persistence.py | 30 +++++++++ src/routes/v1/web.py | 46 +++++++++++++ src/service/Recommender.py | 2 - 10 files changed, 128 insertions(+), 113 deletions(-) create mode 100644 src/config.py create mode 100644 src/routes/v1/model.py create mode 100644 src/routes/v1/persistence.py create mode 100644 src/routes/v1/web.py diff --git a/requirements.txt b/requirements.txt index ae393a3..a709c8a 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,9 +1,12 @@ -scikit-learn -joblib +scikit-learn~=0.23.1 +joblib~=0.15.1 simpletransformers -flask -beautifulsoup4 +flask~=1.1.2 +beautifulsoup4~=4.9.1 flask_swagger_ui -spaCy +spaCy~=2.2.4 lxml flask_cors + +requests~=2.23.0 +pandas~=1.0.4 \ No newline at end of file diff --git a/src/classifier/SpacyScikitModel.py b/src/classifier/SpacyScikitModel.py index f501c0d..6bcf26d 100644 --- a/src/classifier/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel.py @@ -1,8 +1,6 @@ import joblib import pandas as pd from sklearn.feature_extraction.text import CountVectorizer -from sklearn.linear_model import SGDClassifier -from sklearn.metrics import accuracy_score from sklearn.base import TransformerMixin from sklearn.pipeline import Pipeline from sklearn.svm import LinearSVC @@ -11,7 +9,6 @@ import spacy import string import logging -import numpy as np logger = logging.getLogger(__name__) diff --git a/src/classifier/TransformerModel.py b/src/classifier/TransformerModel.py index 6c3b98b..e69805c 100644 --- a/src/classifier/TransformerModel.py +++ b/src/classifier/TransformerModel.py @@ -1,6 +1,4 @@ -from typing import List from sklearn.metrics import confusion_matrix -import numpy as np import pandas as pd import logging @@ -43,7 +41,7 @@ def classify(self, tenders): predictions, raw_output = self.model.predict(titles) tuples = zip(tenders, predictions) - selected_tenders = [t for t,p in tuples if p == 1] + selected_tenders = [t for t, p in tuples if p == 1] return selected_tenders def train(self, labelled_tenders): @@ -53,8 +51,8 @@ def train(self, labelled_tenders): tenders = self.__convert_to_input(tenders) labels = [j for i, j in labelled_tenders] - - tenders_train, tenders_test, labels_train, labels_test = train_test_split(tenders, labels, test_size=0.1, random_state=42) + tenders_train, tenders_test, labels_train, labels_test = train_test_split(tenders, labels, test_size=0.1, + random_state=42) data_input = pd.DataFrame(zip(tenders_train, labels_train)) @@ -65,8 +63,6 @@ def train(self, labelled_tenders): logger.info(f"tn: {tn} fp: {fp}") logger.info(f"fn: {fn} tp:{tp}") - - def create_new_model(self): from simpletransformers.classification import ClassificationModel self.model = ClassificationModel('bert', 'bert-base-german-cased', use_cuda=False, args=args) diff --git a/src/config.py b/src/config.py new file mode 100644 index 0000000..f0015a7 --- /dev/null +++ b/src/config.py @@ -0,0 +1,13 @@ +from src.classifier.SpacyScikitModel import SpacyScikitModel + +from src.persistence.Persistence import Persistence +from src.service.Recommender import Recommender +from src.service.Trainer import Trainer + +# TODO: select the Machine Learning model +tender_model = SpacyScikitModel() +# tender_model = TransformerModel() + +tender_recommender = Recommender(tender_model) +tender_trainer = Trainer(tender_model) +tender_persistence = Persistence() diff --git a/src/fetcher/ted/TedExtractor.py b/src/fetcher/ted/TedExtractor.py index 270830e..1197685 100644 --- a/src/fetcher/ted/TedExtractor.py +++ b/src/fetcher/ted/TedExtractor.py @@ -47,6 +47,7 @@ def extract(self, xml_doc: Soup, languages: List[str]): title = None short_desc = None + link = None # first format of contract try: @@ -100,7 +101,6 @@ def extract(self, xml_doc: Soup, languages: List[str]): except: logger.debug(f"could not parse link for language {lg}") - tender.add_language_entity(lg, title, short_desc, link) return tender diff --git a/src/main.py b/src/main.py index dede7c1..289f732 100644 --- a/src/main.py +++ b/src/main.py @@ -1,24 +1,19 @@ # Use src path so that the python interpreter can access all modules -import datetime import os import sys sys.path.append(os.getcwd()[:os.getcwd().index('src')]) -# import all own modules -from src.classifier.SpacyScikitModel import SpacyScikitModel -from src.classifier.TransformerModel import TransformerModel -from src.persistence.Persistence import Persistence -from src.service.Recommender import Recommender -from src.service.Trainer import Trainer - # import dependencies -from flask import Flask, request, jsonify +from flask import Flask from flask_swagger_ui import get_swaggerui_blueprint from flask_cors import CORS -from datetime import date -from datetime import datetime import logging +# import routes +from src.routes.v1.model import model_blueprint +from src.routes.v1.persistence import persistence_blueprint +from src.routes.v1.web import web_blueprint + # set up logging logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) @@ -27,7 +22,11 @@ datefmt='%Y-%m-%d %H:%M:%S') logger.info("start tenderclass-backend") +#setup routes app = Flask(__name__) +app.register_blueprint(model_blueprint, url_prefix="/api/v1/model") +app.register_blueprint(web_blueprint, url_prefix="/api/v1/web") +app.register_blueprint(persistence_blueprint, url_prefix="/api/v1/persistence") CORS(app) # set up Swagger documentation @@ -42,89 +41,5 @@ ) app.register_blueprint(SWAGGERUI_BLUEPRINT, url_prefix=SWAGGER_URL) -# TODO: select the Machine Learning model -tender_model = SpacyScikitModel() -#tender_model = TransformerModel() - -tender_recommender = Recommender(tender_model) -tender_trainer = Trainer(tender_model) -tender_persistence = Persistence() - - -@app.route("/api/v1/web/recommendations", methods=['GET']) -def get_recommendations(): - # use query parameters to overwrite default count and date - count = int(request.args.get('count')) - if count is None: - # download all tenders (indicated by count=0) - count = 0 - today = request.args.get('date') - if today is None: - # DEFAULT: get tenders of today - today = datetime.strftime(date.today(), "%Y%m%d") - search_criteria = " AND PD=[" + today + "]" - tenders = tender_recommender.get_recommendations(count, search_criteria) - return jsonify(list(map(lambda x: x.get_dict(), tenders))) - - -@app.route("/api/v1/web/train", methods=['POST']) -def post_train_from_web(): - body = request.json - train_tender_ids = body["ids"] - train_tender_labels = body["labels"] - tender_trainer.train(train_tender_ids, train_tender_labels) - - return "ok" - - -@app.route("/api/v1/model/new", methods=['POST']) -def post_create_new(): - body = request.json - pos_number = body["pos_number"] - neg_number = body["neg_number"] - pos_search_criteria = body["pos_search_criteria"] - neg_search_criteria = body["neg_search_criteria"] - - tender_trainer.create_and_init(pos_number, pos_search_criteria, neg_number, neg_search_criteria) - - return "ok" - - - -### Additional endpoints for saving tenders and training tenders from the file system. -### NOT documented yet because it is not scope of this bachelor thesis -@app.route("/api/v1/persistence/save", methods=['POST']) -def post_save(): - path = request.json["path"] - search_criteria = request.json["search_criteria"] - count = int(request.args.get('count')) - tenders = tender_recommender.get_all(count, search_criteria=search_criteria) - tender_persistence.save(tenders, path) - - return "ok" - - -@app.route("/api/v1/persistence/train", methods=['POST']) -def post_train_from_persistence(): - neg_path = request.json["neg_path"] - pos_path = request.json["pos_path"] - neg_tenders = tender_persistence.load(neg_path) - pos_tenders = tender_persistence.load(pos_path) - tender_trainer.train_from_entities(neg_tenders, pos_tenders) - - return "ok" - - -@app.route("/api/v1/web", methods=['GET']) -def get_all(): - count = int(request.args.get('count')) - date_filter = request.args.get('date') - search_criteria = "" - if date_filter: - search_criteria = " AND PD=[" + date_filter + "]" - tenders = tender_recommender.get_all(count, search_criteria=search_criteria) - return jsonify(list(map(lambda x: x.get_dict(), tenders))) - - if __name__ == "__main__": app.run(host='0.0.0.0') diff --git a/src/routes/v1/model.py b/src/routes/v1/model.py new file mode 100644 index 0000000..c04d1cc --- /dev/null +++ b/src/routes/v1/model.py @@ -0,0 +1,17 @@ +from flask import Blueprint, request +from src.config import tender_trainer + +model_blueprint = Blueprint('model_blueprint', __name__) + + +@model_blueprint.route("/new", methods=['POST']) +def post_create_new(): + body = request.json + pos_number = body["pos_number"] + neg_number = body["neg_number"] + pos_search_criteria = body["pos_search_criteria"] + neg_search_criteria = body["neg_search_criteria"] + + tender_trainer.create_and_init(pos_number, pos_search_criteria, neg_number, neg_search_criteria) + + return "ok" diff --git a/src/routes/v1/persistence.py b/src/routes/v1/persistence.py new file mode 100644 index 0000000..390518c --- /dev/null +++ b/src/routes/v1/persistence.py @@ -0,0 +1,30 @@ +from flask import Blueprint, request + +from src.config import tender_recommender, tender_persistence, tender_trainer + +persistence_blueprint = Blueprint('persistence_blueprint', __name__) + + +### Additional endpoints for saving tenders and training tenders from the file system. +### NOT documented yet because it is not scope of this bachelor thesis + +@persistence_blueprint.route("/save", methods=['POST']) +def post_save(): + path = request.json["path"] + search_criteria = request.json["search_criteria"] + count = int(request.args.get('count')) + tenders = tender_recommender.get_all(count, search_criteria=search_criteria) + tender_persistence.save(tenders, path) + + return "ok" + + +@persistence_blueprint.route("/train", methods=['POST']) +def post_train_from_persistence(): + neg_path = request.json["neg_path"] + pos_path = request.json["pos_path"] + neg_tenders = tender_persistence.load(neg_path) + pos_tenders = tender_persistence.load(pos_path) + tender_trainer.train_from_entities(neg_tenders, pos_tenders) + + return "ok" diff --git a/src/routes/v1/web.py b/src/routes/v1/web.py new file mode 100644 index 0000000..d1510f3 --- /dev/null +++ b/src/routes/v1/web.py @@ -0,0 +1,46 @@ +from flask import Blueprint, request, jsonify +from datetime import date +from datetime import datetime +from src.config import tender_recommender, tender_trainer + +web_blueprint = Blueprint('web_blueprint', __name__) + + +@web_blueprint.route("/recommendations", methods=['GET']) +def get_recommendations(): + # use query parameters to overwrite default count and date + count = int(request.args.get('count')) + if count is None: + # download all tenders (indicated by count=0) + count = 0 + today = request.args.get('date') + if today is None: + # DEFAULT: get tenders of today + today = datetime.strftime(date.today(), "%Y%m%d") + search_criteria = " AND PD=[" + today + "]" + tenders = tender_recommender.get_recommendations(count, search_criteria) + return jsonify(list(map(lambda x: x.get_dict(), tenders))) + + +@web_blueprint.route("/train", methods=['POST']) +def post_train_from_web(): + body = request.json + train_tender_ids = body["ids"] + train_tender_labels = body["labels"] + tender_trainer.train(train_tender_ids, train_tender_labels) + + return "ok" + + +### Additional endpoints for saving tenders and training tenders from the file system. +### NOT documented yet because it is not scope of this bachelor thesis + +@web_blueprint.route("/", methods=['GET']) +def get_all(): + count = int(request.args.get('count')) + date_filter = request.args.get('date') + search_criteria = "" + if date_filter: + search_criteria = " AND PD=[" + date_filter + "]" + tenders = tender_recommender.get_all(count, search_criteria=search_criteria) + return jsonify(list(map(lambda x: x.get_dict(), tenders))) diff --git a/src/service/Recommender.py b/src/service/Recommender.py index 0e42cb6..fa10425 100644 --- a/src/service/Recommender.py +++ b/src/service/Recommender.py @@ -1,6 +1,4 @@ -from src.classifier.TransformerModel import TransformerModel from src.fetcher.Fetcher import Fetcher -from datetime import datetime class Recommender: From b55d272b83c9747f7cc5cc0fc80966bd71bbbf63 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Wed, 3 Jun 2020 23:15:14 +0200 Subject: [PATCH 04/86] fix swagger documentation --- requirements.txt | 1 - src/config.py | 5 + src/main.py | 7 +- src/static/swagger.json | 196 ---------------------------------------- src/static/swagger.yaml | 130 ++++++++++++++++++++++++++ 5 files changed, 136 insertions(+), 203 deletions(-) delete mode 100644 src/static/swagger.json create mode 100644 src/static/swagger.yaml diff --git a/requirements.txt b/requirements.txt index a709c8a..c36431c 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,6 +7,5 @@ flask_swagger_ui spaCy~=2.2.4 lxml flask_cors - requests~=2.23.0 pandas~=1.0.4 \ No newline at end of file diff --git a/src/config.py b/src/config.py index f0015a7..604f801 100644 --- a/src/config.py +++ b/src/config.py @@ -1,3 +1,8 @@ +# Use src path so that the python interpreter can access all modules +import os +import sys +sys.path.append(os.getcwd()[:os.getcwd().index('src')]) + from src.classifier.SpacyScikitModel import SpacyScikitModel from src.persistence.Persistence import Persistence diff --git a/src/main.py b/src/main.py index 289f732..0515702 100644 --- a/src/main.py +++ b/src/main.py @@ -1,8 +1,3 @@ -# Use src path so that the python interpreter can access all modules -import os -import sys -sys.path.append(os.getcwd()[:os.getcwd().index('src')]) - # import dependencies from flask import Flask from flask_swagger_ui import get_swaggerui_blueprint @@ -31,7 +26,7 @@ # set up Swagger documentation SWAGGER_URL = '/swagger' -API_URL = '/static/swagger.json' +API_URL = '/static/swagger.yaml' SWAGGERUI_BLUEPRINT = get_swaggerui_blueprint( SWAGGER_URL, API_URL, diff --git a/src/static/swagger.json b/src/static/swagger.json deleted file mode 100644 index 657e8fc..0000000 --- a/src/static/swagger.json +++ /dev/null @@ -1,196 +0,0 @@ - -{ - "openapi": "3.0.0", - "info": { - "description": "Backend for Machine Learning solution to screen public tenders automatically.", - "version": "1.0.0", - "title": "tenderclass-backend", - "contact": { - "email": "e1617265@student.tuwien.ac.at" - } - }, - "servers": [ - { - "url": "http://localhost:5000/api/v1" - } - ], - "tags": [ - { - "name": "ML Model", - "description": "API for the Machine Learning Model" - } - ], - "paths": { - "/web/recommendations": { - "get": { - "tags": [ - "ML Model" - ], - "parameters": [ - { - "name": "count", - "in": "query", - "schema": { - "type": "integer" - } - } - ], - "summary": "Returns today's tender recommendations", - "responses": { - "200": { - "description": "OK", - "schema": { - "$ref": "#/components/schemas/tender" - } - } - } - } - }, - "/web/train": { - "post": { - "tags": [ - "ML Model" - ], - "summary": "Trains the existing model with new tenders", - "requestBody": { - "description": "JSON of list of tenders and list of labels", - "required": true, - "content": { - "application/json": { - "schema": { - "$ref": "#/components/schemas/trainingtuples" - } - } - } - }, - "produces": [ - "application/json" - ], - "responses": { - "200": { - "description": "OK" - } - } - } - }, - "/model/new": { - "post": { - "tags": [ - "ML Model" - ], - "summary": "Create a new model", - "requestBody": { - "description": "Model training configuration", - "required": true, - "content": { - "application/json": { - "schema": { - "$ref": "#/components/schemas/trainingconfiguration" - } - } - } - }, - "produces": [ - "application/json" - ], - "responses": { - "200": { - "description": "OK" - } - } - } - } - }, - "components": { - "schemas": { - "tender": { - "type": "object", - "properties": { - "id": { - "type": "string", - "format": "string" - }, - "cpvs": { - "type": "array", - "items": { - "type": "string" - } - }, - "languageEntities": { - "type": "array", - "items": { - "type": "object", - "additionalproperties": { - "$ref": "#/components/schemas/languageentity" - } - } - } - } - }, - "trainingtuples": { - "type": "object", - "properties": { - "ids": { - "type": "array", - "items": { - "type": "string" - } - }, - "labels": { - "type": "array", - "items": { - "type": "integer" - } - } - }, - "example": { - "ids": ["EU00001", "EU00002", "EU00003"], - "labels": [1, 0, 1] - } - }, - "trainingconfiguration": { - "type": "object", - "properties": { - "pos_number": { - "type": "integer", - "format": "integer" - }, - "neg_number": { - "type": "integer", - "format": "integer" - }, - "pos_search_criteria": { - "type": "integer", - "format": "integer" - }, - "neg_search_criteria": { - "type": "integer", - "format": "integer" - } - } - }, - "languageentity": { - "type": "object", - "properties": { - "language": { - "type": "string", - "format": "string" - }, - "title": { - "type": "string", - "format": "string" - }, - "description": { - "type": "string", - "format": "string" - } - }, - "example": { - "language": "DE", - "title": "Software- und Systemprogrammierung für hauseigenes ERP-System", - "description": "Für unser hauseigenes ERP-System soll ein Erweiterungsmodul entwickelt werden, das erlaubt, Python-Skripte einzubetten." - } - } - } - } -} \ No newline at end of file diff --git a/src/static/swagger.yaml b/src/static/swagger.yaml new file mode 100644 index 0000000..50d4bfc --- /dev/null +++ b/src/static/swagger.yaml @@ -0,0 +1,130 @@ +openapi: 3.0.0 +info: + description: Backend for Machine Learning solution to screen public tenders automatically. + version: 1.0.0 + title: tenderclass-backend + contact: + email: e11709460@student.tuwien.ac.at +servers: + - url: 'http://localhost:5000/api/v1' +tags: + - name: ML Model + description: API for the Machine Learning Model +paths: + /web/recommendations: + get: + tags: + - ML Model + parameters: + - name: count + in: query + schema: + type: integer + summary: Returns today's tender recommendations + responses: + '200': + description: OK + content: + application/json: + schema: + $ref: '#/components/schemas/tender' + /web/train: + post: + tags: + - ML Model + summary: Trains the existing model with new tenders + requestBody: + description: JSON of list of tenders and list of labels + required: true + content: + application/json: + schema: + $ref: '#/components/schemas/trainingtuples' + responses: + '200': + description: OK + /model/new: + post: + tags: + - ML Model + summary: Create a new model + requestBody: + description: Model training configuration + required: true + content: + application/json: + schema: + $ref: '#/components/schemas/trainingconfiguration' + responses: + '200': + description: OK +components: + schemas: + tender: + type: object + properties: + id: + type: string + format: string + cpvs: + type: array + items: + type: string + languageEntities: + type: array + items: + type: object + properties: + schema: + $ref: '#/components/schemas/languageentity' + trainingtuples: + type: object + properties: + ids: + type: array + items: + type: string + labels: + type: array + items: + type: integer + example: + ids: + - EU00001 + - EU00002 + - EU00003 + labels: + - 1 + - 0 + - 1 + trainingconfiguration: + type: object + properties: + pos_number: + type: integer + format: integer + neg_number: + type: integer + format: integer + pos_search_criteria: + type: integer + format: integer + neg_search_criteria: + type: integer + format: integer + languageentity: + type: object + properties: + language: + type: string + format: string + title: + type: string + format: string + description: + type: string + format: string + example: + language: DE + title: Software- und Systemprogrammierung für hauseigenes ERP-System + description: 'Für unser hauseigenes ERP-System soll ein Erweiterungsmodul entwickelt werden, das erlaubt, Python-Skripte einzubetten.' From e1d68eb78c04e9f72db3086684e52e3ffb084d39 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 28 Jun 2020 19:34:42 +0200 Subject: [PATCH 05/86] refactoring --- src/main.py | 8 ++--- src/routes/v2/model.py | 17 ++++++++++ src/routes/v2/persistence.py | 30 +++++++++++++++++ src/routes/v2/web.py | 46 +++++++++++++++++++++++++++ src/static/{swagger.yaml => api.yaml} | 1 + 5 files changed, 98 insertions(+), 4 deletions(-) create mode 100644 src/routes/v2/model.py create mode 100644 src/routes/v2/persistence.py create mode 100644 src/routes/v2/web.py rename src/static/{swagger.yaml => api.yaml} (98%) diff --git a/src/main.py b/src/main.py index 0515702..fa5378c 100644 --- a/src/main.py +++ b/src/main.py @@ -19,14 +19,14 @@ #setup routes app = Flask(__name__) -app.register_blueprint(model_blueprint, url_prefix="/api/v1/model") -app.register_blueprint(web_blueprint, url_prefix="/api/v1/web") -app.register_blueprint(persistence_blueprint, url_prefix="/api/v1/persistence") +app.register_blueprint(model_blueprint, url_prefix="/api/v2/model") +app.register_blueprint(web_blueprint, url_prefix="/api/v2/web") +app.register_blueprint(persistence_blueprint, url_prefix="/api/v2/persistence") CORS(app) # set up Swagger documentation SWAGGER_URL = '/swagger' -API_URL = '/static/swagger.yaml' +API_URL = '/static/api.yaml' SWAGGERUI_BLUEPRINT = get_swaggerui_blueprint( SWAGGER_URL, API_URL, diff --git a/src/routes/v2/model.py b/src/routes/v2/model.py new file mode 100644 index 0000000..c04d1cc --- /dev/null +++ b/src/routes/v2/model.py @@ -0,0 +1,17 @@ +from flask import Blueprint, request +from src.config import tender_trainer + +model_blueprint = Blueprint('model_blueprint', __name__) + + +@model_blueprint.route("/new", methods=['POST']) +def post_create_new(): + body = request.json + pos_number = body["pos_number"] + neg_number = body["neg_number"] + pos_search_criteria = body["pos_search_criteria"] + neg_search_criteria = body["neg_search_criteria"] + + tender_trainer.create_and_init(pos_number, pos_search_criteria, neg_number, neg_search_criteria) + + return "ok" diff --git a/src/routes/v2/persistence.py b/src/routes/v2/persistence.py new file mode 100644 index 0000000..390518c --- /dev/null +++ b/src/routes/v2/persistence.py @@ -0,0 +1,30 @@ +from flask import Blueprint, request + +from src.config import tender_recommender, tender_persistence, tender_trainer + +persistence_blueprint = Blueprint('persistence_blueprint', __name__) + + +### Additional endpoints for saving tenders and training tenders from the file system. +### NOT documented yet because it is not scope of this bachelor thesis + +@persistence_blueprint.route("/save", methods=['POST']) +def post_save(): + path = request.json["path"] + search_criteria = request.json["search_criteria"] + count = int(request.args.get('count')) + tenders = tender_recommender.get_all(count, search_criteria=search_criteria) + tender_persistence.save(tenders, path) + + return "ok" + + +@persistence_blueprint.route("/train", methods=['POST']) +def post_train_from_persistence(): + neg_path = request.json["neg_path"] + pos_path = request.json["pos_path"] + neg_tenders = tender_persistence.load(neg_path) + pos_tenders = tender_persistence.load(pos_path) + tender_trainer.train_from_entities(neg_tenders, pos_tenders) + + return "ok" diff --git a/src/routes/v2/web.py b/src/routes/v2/web.py new file mode 100644 index 0000000..d1510f3 --- /dev/null +++ b/src/routes/v2/web.py @@ -0,0 +1,46 @@ +from flask import Blueprint, request, jsonify +from datetime import date +from datetime import datetime +from src.config import tender_recommender, tender_trainer + +web_blueprint = Blueprint('web_blueprint', __name__) + + +@web_blueprint.route("/recommendations", methods=['GET']) +def get_recommendations(): + # use query parameters to overwrite default count and date + count = int(request.args.get('count')) + if count is None: + # download all tenders (indicated by count=0) + count = 0 + today = request.args.get('date') + if today is None: + # DEFAULT: get tenders of today + today = datetime.strftime(date.today(), "%Y%m%d") + search_criteria = " AND PD=[" + today + "]" + tenders = tender_recommender.get_recommendations(count, search_criteria) + return jsonify(list(map(lambda x: x.get_dict(), tenders))) + + +@web_blueprint.route("/train", methods=['POST']) +def post_train_from_web(): + body = request.json + train_tender_ids = body["ids"] + train_tender_labels = body["labels"] + tender_trainer.train(train_tender_ids, train_tender_labels) + + return "ok" + + +### Additional endpoints for saving tenders and training tenders from the file system. +### NOT documented yet because it is not scope of this bachelor thesis + +@web_blueprint.route("/", methods=['GET']) +def get_all(): + count = int(request.args.get('count')) + date_filter = request.args.get('date') + search_criteria = "" + if date_filter: + search_criteria = " AND PD=[" + date_filter + "]" + tenders = tender_recommender.get_all(count, search_criteria=search_criteria) + return jsonify(list(map(lambda x: x.get_dict(), tenders))) diff --git a/src/static/swagger.yaml b/src/static/api.yaml similarity index 98% rename from src/static/swagger.yaml rename to src/static/api.yaml index 50d4bfc..d0a25f5 100644 --- a/src/static/swagger.yaml +++ b/src/static/api.yaml @@ -7,6 +7,7 @@ info: email: e11709460@student.tuwien.ac.at servers: - url: 'http://localhost:5000/api/v1' + - url: 'http://localhost:5000/api/v2' tags: - name: ML Model description: API for the Machine Learning Model From 23dfe30ef24d6a40ab7600701e7ca0ab35ccdd37 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Fri, 3 Jul 2020 15:06:05 +0200 Subject: [PATCH 06/86] add marshmallow for http parameter parsing --- requirements.txt | 3 ++- src/Models/NewModelModel.py | 6 ++++++ src/main.py | 6 +++--- src/routes/v2/model.py | 20 ++++++++++++-------- src/validation/create_new_validation.py | 14 ++++++++++++++ 5 files changed, 37 insertions(+), 12 deletions(-) create mode 100644 src/Models/NewModelModel.py create mode 100644 src/validation/create_new_validation.py diff --git a/requirements.txt b/requirements.txt index c36431c..bf8f7d5 100644 --- a/requirements.txt +++ b/requirements.txt @@ -8,4 +8,5 @@ spaCy~=2.2.4 lxml flask_cors requests~=2.23.0 -pandas~=1.0.4 \ No newline at end of file +pandas~=1.0.4 +marshmallow~=3.6.1 \ No newline at end of file diff --git a/src/Models/NewModelModel.py b/src/Models/NewModelModel.py new file mode 100644 index 0000000..61f2f70 --- /dev/null +++ b/src/Models/NewModelModel.py @@ -0,0 +1,6 @@ +class NewModelModel: + def __init__(self, pos_number, neg_number, pos_search_criteria, neg_search_criteria): + self.pos_number = pos_number + self.neg_number = neg_number + self.pos_search_criteria = pos_search_criteria + self.neg_search_criteria = neg_search_criteria \ No newline at end of file diff --git a/src/main.py b/src/main.py index fa5378c..a8e2bdf 100644 --- a/src/main.py +++ b/src/main.py @@ -5,9 +5,9 @@ import logging # import routes -from src.routes.v1.model import model_blueprint -from src.routes.v1.persistence import persistence_blueprint -from src.routes.v1.web import web_blueprint +from src.routes.v2.model import model_blueprint +from src.routes.v2.persistence import persistence_blueprint +from src.routes.v2.web import web_blueprint # set up logging logger = logging.getLogger(__name__) diff --git a/src/routes/v2/model.py b/src/routes/v2/model.py index c04d1cc..125b684 100644 --- a/src/routes/v2/model.py +++ b/src/routes/v2/model.py @@ -1,17 +1,21 @@ -from flask import Blueprint, request +from http.client import BAD_REQUEST + +from flask import Blueprint, request, abort from src.config import tender_trainer +from src.validation.create_new_validation import CreateNewValidation +from marshmallow import ValidationError model_blueprint = Blueprint('model_blueprint', __name__) +create_new_validation = CreateNewValidation() @model_blueprint.route("/new", methods=['POST']) def post_create_new(): - body = request.json - pos_number = body["pos_number"] - neg_number = body["neg_number"] - pos_search_criteria = body["pos_search_criteria"] - neg_search_criteria = body["neg_search_criteria"] + try: + model = create_new_validation.load(request.json) - tender_trainer.create_and_init(pos_number, pos_search_criteria, neg_number, neg_search_criteria) + tender_trainer.create_and_init(model.pos_number, model.pos_search_criteria, model.neg_number, model.neg_search_criteria) - return "ok" + return "ok" + except ValidationError as err: + abort(BAD_REQUEST, str(err.messages)) diff --git a/src/validation/create_new_validation.py b/src/validation/create_new_validation.py new file mode 100644 index 0000000..f77140b --- /dev/null +++ b/src/validation/create_new_validation.py @@ -0,0 +1,14 @@ +from marshmallow import Schema, fields, post_load + +from src.Models.NewModelModel import NewModelModel + + +class CreateNewValidation(Schema): + pos_number = fields.Int(required=True) + neg_number = fields.Int(required=True) + pos_search_criteria = fields.String(required=True) + neg_search_criteria = fields.String(required=True) + + @post_load + def make_user(self, data, **kwargs): + return NewModelModel(**data) \ No newline at end of file From 38c23c8e373f09b2059a2e6a376aaa7964efd2aa Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 25 Jul 2020 18:23:29 +0200 Subject: [PATCH 07/86] adapt to changes in the ted api --- src/fetcher/ted/TedDownloader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/fetcher/ted/TedDownloader.py b/src/fetcher/ted/TedDownloader.py index 3282b6c..20ae45a 100644 --- a/src/fetcher/ted/TedDownloader.py +++ b/src/fetcher/ted/TedDownloader.py @@ -20,7 +20,7 @@ def get_xml_contracts(self, page: int, count: int, search_criteria: str = "", pa # CY=[UK or DE or AT] ... country filter querystring = {"fields": "CONTENT", "pageNum": str(page + page_offset), "pageSize": str(count), - "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "false", "scope": "3", + "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "false", "sortField": "ND"} response = requests.request("GET", self.TED_URL_SEARCH, params=querystring) From 5c981bf0744c14ccc37716d17ba6fdbe22196e45 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 26 Jul 2020 00:09:19 +0200 Subject: [PATCH 08/86] add fullTextModel --- src/classifier/FullTextModel.py | 31 +++++++++++++++++++ src/classifier/SpacyScikitModel.py | 4 ++- src/classifier/TransformerModel.py | 7 +++-- src/classifier/interfaces/MLModelInterface.py | 16 ++++++++++ src/config.py | 5 ++- src/entity/LabeledTenderCollection.py | 16 ++++++++++ src/entity/TenderLanguageEntity.py | 8 ++--- src/fetcher/Fetcher.py | 2 +- src/fetcher/ted/TedFetcher.py | 2 +- 9 files changed, 80 insertions(+), 11 deletions(-) create mode 100644 src/classifier/FullTextModel.py create mode 100644 src/classifier/interfaces/MLModelInterface.py create mode 100644 src/entity/LabeledTenderCollection.py diff --git a/src/classifier/FullTextModel.py b/src/classifier/FullTextModel.py new file mode 100644 index 0000000..bcb33e2 --- /dev/null +++ b/src/classifier/FullTextModel.py @@ -0,0 +1,31 @@ +import string +import logging + +from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.entity.LabeledTenderCollection import LabelledTenderCollection + +logger = logging.getLogger(__name__) + +LANGUAGE = "DE" +MODEL_NAME = "scikit_model" +punctuations = string.punctuation + + +class FullTextModel(MlModelInterface): + + def __init__(self): + pass + + def classify(self, tenders): + pass + + def train(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + tenders = labelled_tenders_collection.get_tenders() + labels = labelled_tenders_collection.get_labels() + descriptions = labelled_tenders_collection.get_descriptions() + titles = labelled_tenders_collection.get_titles() + pass + + def create_new_model(self): + pass diff --git a/src/classifier/SpacyScikitModel.py b/src/classifier/SpacyScikitModel.py index 6bcf26d..cd5bad6 100644 --- a/src/classifier/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel.py @@ -10,6 +10,8 @@ import string import logging +from src.classifier.interfaces.MLModelInterface import MlModelInterface + logger = logging.getLogger(__name__) LANGUAGE = "DE" @@ -17,7 +19,7 @@ punctuations = string.punctuation -class SpacyScikitModel: +class SpacyScikitModel(MlModelInterface): def __init__(self): if LANGUAGE == "DE": diff --git a/src/classifier/TransformerModel.py b/src/classifier/TransformerModel.py index e69805c..3eeb741 100644 --- a/src/classifier/TransformerModel.py +++ b/src/classifier/TransformerModel.py @@ -4,6 +4,8 @@ from sklearn.model_selection import train_test_split +from src.classifier.interfaces.MLModelInterface import MlModelInterface + logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) @@ -13,7 +15,7 @@ } -class TransformerModel: +class TransformerModel(MlModelInterface): """ This class provides the Machine Learning model and classifies tenders based on previous training data. """ @@ -51,8 +53,7 @@ def train(self, labelled_tenders): tenders = self.__convert_to_input(tenders) labels = [j for i, j in labelled_tenders] - tenders_train, tenders_test, labels_train, labels_test = train_test_split(tenders, labels, test_size=0.1, - random_state=42) + tenders_train, tenders_test, labels_train, labels_test = train_test_split(tenders, labels, test_size=0.1, random_state=42) data_input = pd.DataFrame(zip(tenders_train, labels_train)) diff --git a/src/classifier/interfaces/MLModelInterface.py b/src/classifier/interfaces/MLModelInterface.py new file mode 100644 index 0000000..bb974d9 --- /dev/null +++ b/src/classifier/interfaces/MLModelInterface.py @@ -0,0 +1,16 @@ +from abc import ABC, abstractmethod + + +class MlModelInterface(ABC): + + @abstractmethod + def create_new_model(self): + pass + + @abstractmethod + def train(self, labelled_tenders): + pass + + @abstractmethod + def classify(self, tenders): + pass diff --git a/src/config.py b/src/config.py index 604f801..61ff562 100644 --- a/src/config.py +++ b/src/config.py @@ -1,6 +1,9 @@ # Use src path so that the python interpreter can access all modules import os import sys + +from src.classifier.FullTextModel import FullTextModel + sys.path.append(os.getcwd()[:os.getcwd().index('src')]) from src.classifier.SpacyScikitModel import SpacyScikitModel @@ -10,7 +13,7 @@ from src.service.Trainer import Trainer # TODO: select the Machine Learning model -tender_model = SpacyScikitModel() +tender_model = FullTextModel() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) diff --git a/src/entity/LabeledTenderCollection.py b/src/entity/LabeledTenderCollection.py new file mode 100644 index 0000000..243a6c2 --- /dev/null +++ b/src/entity/LabeledTenderCollection.py @@ -0,0 +1,16 @@ +class LabelledTenderCollection: + + def __init__(self, labelled_tenders): + self.labelled_tenders = labelled_tenders + + def get_titles(self): + return list(map(lambda x: x.get_title("EN"), self.get_tenders())) + + def get_descriptions(self): + return list(map(lambda x: x.get_description("EN"), self.get_tenders())) + + def get_tenders(self): + return [i for i, j in self.labelled_tenders] + + def get_labels(self): + return [j for i, j in self.labelled_tenders] \ No newline at end of file diff --git a/src/entity/TenderLanguageEntity.py b/src/entity/TenderLanguageEntity.py index a6590de..7d20a80 100644 --- a/src/entity/TenderLanguageEntity.py +++ b/src/entity/TenderLanguageEntity.py @@ -3,7 +3,7 @@ class TenderLanguageEntity: This class holds the title and description of one tender for a certain language. """ - def __init__(self, title, description, link): - self.title = title - self.description = description - self.link = link + def __init__(self, title: str, description: str, link: str): + self.title: str = title + self.description: str = description + self.link: str = link diff --git a/src/fetcher/Fetcher.py b/src/fetcher/Fetcher.py index 233f689..0373913 100644 --- a/src/fetcher/Fetcher.py +++ b/src/fetcher/Fetcher.py @@ -11,6 +11,6 @@ class Fetcher: def __init__(self): self.ted_fetcher = TedFetcher() - def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE"], page_offset: int = 0): + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0): return self.ted_fetcher.get(count, load_documents, search_criteria, languages, page_offset) diff --git a/src/fetcher/ted/TedFetcher.py b/src/fetcher/ted/TedFetcher.py index c294ace..5632b69 100644 --- a/src/fetcher/ted/TedFetcher.py +++ b/src/fetcher/ted/TedFetcher.py @@ -16,7 +16,7 @@ def __init__(self): self.ted_downloader = TedDownloader() self.ted_extractor = TedExtractor() - def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE"], + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0): if count <= 0: From 32afdc2384e36fedcace7cd1c80f75e65e0a4aaf Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 1 Aug 2020 19:15:07 +0200 Subject: [PATCH 09/86] first svm model on descriptions --- requirements.txt | 10 ++-- src/classifier/FullTextBertModel.py | 27 +++++++++ src/classifier/FullTextSvmModel.py | 85 +++++++++++++++++++++++++++++ 3 files changed, 118 insertions(+), 4 deletions(-) create mode 100644 src/classifier/FullTextBertModel.py create mode 100644 src/classifier/FullTextSvmModel.py diff --git a/requirements.txt b/requirements.txt index bf8f7d5..8a985a6 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,12 +1,14 @@ scikit-learn~=0.23.1 -joblib~=0.15.1 +joblib~=0.16.0 simpletransformers flask~=1.1.2 beautifulsoup4~=4.9.1 flask_swagger_ui -spaCy~=2.2.4 +spaCy~=2.3.2 lxml flask_cors -requests~=2.23.0 +requests~=2.24.0 pandas~=1.0.4 -marshmallow~=3.6.1 \ No newline at end of file +marshmallow~=3.7.1 +nltk +sklearn \ No newline at end of file diff --git a/src/classifier/FullTextBertModel.py b/src/classifier/FullTextBertModel.py new file mode 100644 index 0000000..99a7ca6 --- /dev/null +++ b/src/classifier/FullTextBertModel.py @@ -0,0 +1,27 @@ +import pandas as pd +from sklearn.model_selection import train_test_split + +from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.entity.LabeledTenderCollection import LabelledTenderCollection + + +class FullTexSvmtModel(MlModelInterface): + + def __init__(self): + pass + + def classify(self, tenders): + pass + + def train(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + training_df = pd.DataFrame({"descriptions": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) + # remove null vlaues (description is not alway set) + training_df = training_df.dropna() + X = training_df['descriptions'] + ylabels = training_df['label'] + X_train, X_test, y_train, y_test = train_test_split(X, ylabels, test_size=0.2, random_state=42) + + def create_new_model(self): + pass diff --git a/src/classifier/FullTextSvmModel.py b/src/classifier/FullTextSvmModel.py new file mode 100644 index 0000000..45f036b --- /dev/null +++ b/src/classifier/FullTextSvmModel.py @@ -0,0 +1,85 @@ +import pandas as pd +from sklearn.model_selection import train_test_split +import spacy +from sklearn.feature_extraction.text import CountVectorizer +from sklearn.base import TransformerMixin +from sklearn.pipeline import Pipeline +from sklearn.svm import LinearSVC +from sklearn.feature_extraction.text import TfidfVectorizer +from spacy.lang.en.stop_words import STOP_WORDS +from spacy.lang.en import English +import string + +from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.entity.LabeledTenderCollection import LabelledTenderCollection + + +class FullTexSvmtModel(MlModelInterface): + + def __init__(self): + self.stopwords = list(STOP_WORDS) + self.nlp = spacy.load("en") + self.parser = English() + self.punctuations = string.punctuation + + def classify(self, tenders): + pass + + def my_tokenizer(self, sentence): + mytokens = self.parser(sentence) + mytokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in mytokens] + mytokens = [word for word in mytokens if word not in self.stopwords and word not in self.punctuations] + return mytokens + + class Predictors(TransformerMixin): + def clean_text(self, text): + return str(text.strip().lower()) + + def transform(self, X, **transform_params): + return [self.clean_text(text) for text in X] + + def fit(self, X, y, **fit_params): + return self + + def get_params(self, deep=True): + return {} + + def train(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + training_df = pd.DataFrame({"descriptions": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) + # remove null vlaues (description is not alway set) + training_df = training_df.dropna() + X = training_df['descriptions'] + ylabels = training_df['label'] + X_train, X_test, y_train, y_test = train_test_split(X, ylabels, test_size=0.2, random_state=42) + + # Vectorization + vectorizer = CountVectorizer(tokenizer=self.my_tokenizer, ngram_range=(1, 1)) + classifier = LinearSVC() + + tfvectorizer = TfidfVectorizer(tokenizer=self.my_tokenizer) + + # Create the pipeline to clean, tokenize, vectorize, and classify using"Count Vectorizor" + pipe_countvect = Pipeline([("cleaner", self.Predictors()), + ('vectorizer', vectorizer), + ('classifier', classifier)]) + # Fit our data + pipe_countvect.fit(X_train, y_train) + # Predicting with a test dataset + sample_prediction = pipe_countvect.predict(X_test) + + # Prediction Results + # 1 = Positive review + # 0 = Negative review + for (sample, pred) in zip(X_test, sample_prediction): + print(sample, "Prediction=>", pred) + + # Accuracy + print("Accuracy: ", pipe_countvect.score(X_test, y_test)) + print("Accuracy: ", pipe_countvect.score(X_test, sample_prediction)) + # Accuracy + print("Accuracy: ", pipe_countvect.score(X_train, y_train)) + + def create_new_model(self): + pass From 348bac345c972606ec55a3ecb1347fc4627336b6 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Fri, 21 Aug 2020 18:22:50 +0200 Subject: [PATCH 10/86] adapt to language options --- requirements.txt | 5 ++++- src/classifier/SpacyScikitModel.py | 9 ++++++--- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/requirements.txt b/requirements.txt index 8a985a6..bcfe705 100644 --- a/requirements.txt +++ b/requirements.txt @@ -11,4 +11,7 @@ requests~=2.24.0 pandas~=1.0.4 marshmallow~=3.7.1 nltk -sklearn \ No newline at end of file +sklearn +torch +torchvision +wandb \ No newline at end of file diff --git a/src/classifier/SpacyScikitModel.py b/src/classifier/SpacyScikitModel.py index cd5bad6..0a5def4 100644 --- a/src/classifier/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel.py @@ -5,7 +5,7 @@ from sklearn.pipeline import Pipeline from sklearn.svm import LinearSVC from sklearn.model_selection import train_test_split -from sklearn.metrics import confusion_matrix +from sklearn.metrics import confusion_matrix, accuracy_score import spacy import string import logging @@ -14,7 +14,7 @@ logger = logging.getLogger(__name__) -LANGUAGE = "DE" +LANGUAGE = "EN" MODEL_NAME = "scikit_model" punctuations = string.punctuation @@ -71,7 +71,7 @@ def __load_model(self): self.pipe = joblib.load(MODEL_NAME) def __convert_to_input(self, tenders): - titles = list(map(lambda x: x.get_title("DE"), tenders)) + titles = list(map(lambda x: x.get_title(LANGUAGE), tenders)) return titles def classify(self, tenders): @@ -105,6 +105,9 @@ def train(self, labelled_tenders): logger.info(f"fn: {fn} tp:{tp}") joblib.dump(self.pipe, MODEL_NAME) + print("Score:") + print(accuracy_score(y_test, y_pred)) + def create_new_model(self): vectorizer = CountVectorizer(tokenizer=self.spacy_tokenizer, ngram_range=(1, 2)) From cebb5432f5a4d31ba8accd3a5e7b2b5122214809 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 22 Aug 2020 13:41:35 +0200 Subject: [PATCH 11/86] save dataset for development --- src/config.py | 6 +++++- src/dev/labelled_tenders.pkl | Bin 0 -> 2097801 bytes src/fetcher/ted/TedDownloader.py | 2 +- src/fetcher/ted/TedFetcher.py | 4 ++-- src/service/Trainer.py | 22 +++++++++++++++------- 5 files changed, 23 insertions(+), 11 deletions(-) create mode 100644 src/dev/labelled_tenders.pkl diff --git a/src/config.py b/src/config.py index 61ff562..8882625 100644 --- a/src/config.py +++ b/src/config.py @@ -3,6 +3,9 @@ import sys from src.classifier.FullTextModel import FullTextModel +from src.classifier.FullTextBertModel import FullTextBertModel +from src.classifier.FullTextSvmModel import FullTextSvmModel +from src.classifier.TransformerModel import TransformerModel sys.path.append(os.getcwd()[:os.getcwd().index('src')]) @@ -13,9 +16,10 @@ from src.service.Trainer import Trainer # TODO: select the Machine Learning model -tender_model = FullTextModel() +tender_model = FullTextSvmModel() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) tender_trainer = Trainer(tender_model) tender_persistence = Persistence() +develop = True diff --git a/src/dev/labelled_tenders.pkl b/src/dev/labelled_tenders.pkl new file mode 100644 index 0000000000000000000000000000000000000000..e6a8ce6fbc36d32592228468a7487493b7289adc GIT 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a/src/service/Trainer.py b/src/service/Trainer.py index 2c6fdf7..94c049b 100644 --- a/src/service/Trainer.py +++ b/src/service/Trainer.py @@ -1,3 +1,6 @@ +import pickle + +from src import config from src.classifier.TransformerModel import TransformerModel from src.fetcher.Fetcher import Fetcher import random @@ -30,19 +33,26 @@ def create_and_init(self, pos_number, pos_search_criteria, neg_number, neg_searc if (pos_number + neg_number) == 0: return - pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) - neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) + if config.develop: + labelled_tenders = self.load_obj() + else: + pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) + neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) - pos_labels = [1]*len(pos_tenders) - neg_labels = [0]*len(neg_tenders) + pos_labels = [1] * len(pos_tenders) + neg_labels = [0] * len(neg_tenders) - labelled_tenders = list(zip(pos_tenders, pos_labels)) + list(zip(neg_tenders, neg_labels)) + labelled_tenders = list(zip(pos_tenders, pos_labels)) + list(zip(neg_tenders, neg_labels)) random.shuffle(labelled_tenders) self.tender_model.train(labelled_tenders) logger.info("tenders successfully downloaded and labelled") + def load_obj(self): + with open('./dev/labelled_tenders.pkl', 'rb') as f: + return pickle.load(f) + def train_from_entities(self, neg_tenders, pos_tenders): pos_labels = [1] * len(pos_tenders) neg_labels = [0] * len(neg_tenders) @@ -52,5 +62,3 @@ def train_from_entities(self, neg_tenders, pos_tenders): random.shuffle(labelled_tenders) self.tender_model.train(labelled_tenders) - - From d9666a88d382878ff7497c01b5fc62eff06de6d3 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Wed, 2 Sep 2020 16:38:00 +0200 Subject: [PATCH 12/86] full text sklearn svm modell --- src/classifier/FullTextSvmModel.py | 201 +++++++++++++++++++------- src/entity/LabeledTenderCollection.py | 2 +- 2 files changed, 152 insertions(+), 51 deletions(-) diff --git a/src/classifier/FullTextSvmModel.py b/src/classifier/FullTextSvmModel.py index 45f036b..c02ce0b 100644 --- a/src/classifier/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel.py @@ -1,85 +1,186 @@ +import re + +import nltk import pandas as pd -from sklearn.model_selection import train_test_split +from sklearn.linear_model import SGDClassifier +from sklearn.metrics import accuracy_score +from sklearn.model_selection import train_test_split, cross_val_score import spacy -from sklearn.feature_extraction.text import CountVectorizer -from sklearn.base import TransformerMixin -from sklearn.pipeline import Pipeline -from sklearn.svm import LinearSVC -from sklearn.feature_extraction.text import TfidfVectorizer +from sklearn.base import TransformerMixin, BaseEstimator +from sklearn.pipeline import Pipeline, FeatureUnion +from sklearn.svm import LinearSVC, SVC +from sklearn.feature_extraction.text import TfidfVectorizer, CountVectorizer, TfidfTransformer from spacy.lang.en.stop_words import STOP_WORDS from spacy.lang.en import English import string +from nltk.stem import WordNetLemmatizer from src.classifier.interfaces.MLModelInterface import MlModelInterface from src.entity.LabeledTenderCollection import LabelledTenderCollection +punctuations = string.punctuation -class FullTexSvmtModel(MlModelInterface): +class FullTextSvmModel(MlModelInterface): def __init__(self): + nltk.download('punkt') + nltk.download('wordnet') self.stopwords = list(STOP_WORDS) self.nlp = spacy.load("en") + self.lemma = WordNetLemmatizer() self.parser = English() + self.stemmer = nltk.PorterStemmer() self.punctuations = string.punctuation + self.domain_stopwords = ["contract", "system", "service", "tender", "company", "notice", "procurement", + "work", "include", "support", "approximately", "management", "agreement", + "office", "solution", "manage", "product", "design", "program", "project", + "supply", "trust", "equipment"] - def classify(self, tenders): - pass + self.stopwords = list(STOP_WORDS) + self.stopwords.extend(self.domain_stopwords) - def my_tokenizer(self, sentence): - mytokens = self.parser(sentence) - mytokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in mytokens] - mytokens = [word for word in mytokens if word not in self.stopwords and word not in self.punctuations] - return mytokens + def spacy_tokenizer(self, sentence): + sentence_tokens = self.parser(sentence) + sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in sentence_tokens] + sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] + return sentence_tokens class Predictors(TransformerMixin): - def clean_text(self, text): - return str(text.strip().lower()) + + def __clean_text(self, text): + if text is None: + return "" + return str(text).strip().lower() def transform(self, X, **transform_params): - return [self.clean_text(text) for text in X] + return [self.__clean_text(text) for text in X] - def fit(self, X, y, **fit_params): + def fit(self, X, y=None, **fit_params): return self def get_params(self, deep=True): return {} + def classify(self, tenders): + pass + def train(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - training_df = pd.DataFrame({"descriptions": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) - # remove null vlaues (description is not alway set) - training_df = training_df.dropna() - X = training_df['descriptions'] + #create the pandas df + training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles(), "descriptions": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) + # remove null values (description is not alway set) + training_df = training_df + X = training_df['titles'] ylabels = training_df['label'] - X_train, X_test, y_train, y_test = train_test_split(X, ylabels, test_size=0.2, random_state=42) - - # Vectorization - vectorizer = CountVectorizer(tokenizer=self.my_tokenizer, ngram_range=(1, 1)) - classifier = LinearSVC() - - tfvectorizer = TfidfVectorizer(tokenizer=self.my_tokenizer) - - # Create the pipeline to clean, tokenize, vectorize, and classify using"Count Vectorizor" - pipe_countvect = Pipeline([("cleaner", self.Predictors()), - ('vectorizer', vectorizer), - ('classifier', classifier)]) - # Fit our data - pipe_countvect.fit(X_train, y_train) - # Predicting with a test dataset - sample_prediction = pipe_countvect.predict(X_test) - - # Prediction Results - # 1 = Positive review - # 0 = Negative review - for (sample, pred) in zip(X_test, sample_prediction): - print(sample, "Prediction=>", pred) - - # Accuracy - print("Accuracy: ", pipe_countvect.score(X_test, y_test)) - print("Accuracy: ", pipe_countvect.score(X_test, sample_prediction)) - # Accuracy - print("Accuracy: ", pipe_countvect.score(X_train, y_train)) + X_train, X_test, y_train, y_test = train_test_split(X, ylabels, test_size=0.1, random_state=0) + + training_df2 = training_df + training_df2.loc[training_df2["descriptions"].isnull(), 'descriptions'] = training_df2["titles"] + X2 = training_df[['titles', 'descriptions']] + + #X2 text preprocessing + def clean(data): + data = re.sub(r'http\S+', '', data) + data = re.sub('[^a-zA-Z]', ' ', data) + data = str(data).lower() + data = nltk.word_tokenize(data) + data = [word for word in data if word not in self.stopwords and word not in punctuations] + data = [self.lemma.lemmatize(word=w, pos='v') for w in data] + data = [i for i in data if len(i) > 2] + data = ' '.join(data) + return data + + #X2['titles'] = X2['titles'].apply(clean) + #X2['descriptions'] = X2['descriptions'].apply(clean) + + #X2.to_csv('datacleaned.csv') + + ylabels2 = training_df['label'] + X_train2, X_test2, y_train2, y_test2 = train_test_split(X2, ylabels2, test_size=0.1, random_state=0) + + # start with the classic + # with either pure counts or tfidf features + sgd = Pipeline([ + ("count vectorizer", CountVectorizer(stop_words="english", max_features=3000)), + ("sgd", SGDClassifier(loss="modified_huber")) + ]) + sgd_tfidf = Pipeline([ + ("tfidf_vectorizer", TfidfVectorizer(stop_words="english", max_features=3000)), + ("sgd", SGDClassifier(loss="modified_huber")) + ]) + + svc = Pipeline([ + ("count_vectorizer", CountVectorizer(stop_words="english", max_features=3000)), + ("linear svc", SVC(kernel="linear")) + ]) + + svc_tfidf = Pipeline([ + ("tfidf_vectorizer", TfidfVectorizer(stop_words="english", max_features=3000)), + ("linear svc", SVC(kernel="linear", random_state=0)) + ]) + + all_models = [ + ("sgd", sgd), + ("sgd_tfidf", sgd_tfidf), + ("svc", svc), + ("svc_tfidf", svc_tfidf), + ] + + print(X_train.shape) + + unsorted_scores = [(name, cross_val_score(model, X_train, y_train, cv=2).mean()) for name, model in all_models] + scores = sorted(unsorted_scores, key=lambda x: -x[1]) + print(scores) + #svc performs best + + old = Pipeline([("cleaner", self.Predictors()), + ('vectorizer', CountVectorizer(tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), + ('classifier', LinearSVC())]) + + model = old + model.fit(X_train, y_train) + y_pred = model.predict(X_test) + print("Old Score:") + print(accuracy_score(y_test, y_pred)) + + ###########NEW + + class Ectractor(BaseEstimator, TransformerMixin): + + def __init__(self, column): + self.column = column + pass + + def transform(self, df, y=None): + return df[self.column] + + def fit(self, df, y=None): + return self + + pipeline = Pipeline([ + ('union', FeatureUnion( + transformer_list=[ + ('titles', Pipeline([ + ('selector', Ectractor(column="titles")), + ('vect', CountVectorizer( max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), + ('tfidf', TfidfTransformer()) + ])), + ('descriptions', Pipeline([ + ('selector', Ectractor(column="descriptions")), + ('vect', CountVectorizer( max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), + ('tfidf', TfidfTransformer()) + ])), + ], + )), + ('svc', SVC(kernel="linear", random_state=0)), + ]) + + model = pipeline + model.fit(X_train2, y_train2) + y_pred2 = model.predict(X_test2) + print("Newest Score:") + print(accuracy_score(y_test2, y_pred2)) def create_new_model(self): pass diff --git a/src/entity/LabeledTenderCollection.py b/src/entity/LabeledTenderCollection.py index 243a6c2..4c5d104 100644 --- a/src/entity/LabeledTenderCollection.py +++ b/src/entity/LabeledTenderCollection.py @@ -13,4 +13,4 @@ def get_tenders(self): return [i for i, j in self.labelled_tenders] def get_labels(self): - return [j for i, j in self.labelled_tenders] \ No newline at end of file + return [int(j) for i, j in self.labelled_tenders] \ No newline at end of file From 6239299b1f8526901f630651d3d37f3e4be55aa0 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 18 Sep 2020 17:29:15 +0200 Subject: [PATCH 13/86] TransformerModel use cuda if available --- src/classifier/TransformerModel.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/src/classifier/TransformerModel.py b/src/classifier/TransformerModel.py index 3eeb741..bb573b2 100644 --- a/src/classifier/TransformerModel.py +++ b/src/classifier/TransformerModel.py @@ -1,6 +1,7 @@ from sklearn.metrics import confusion_matrix import pandas as pd import logging +import torch from sklearn.model_selection import train_test_split @@ -11,9 +12,11 @@ args = { 'learning_rate': 1e-4, - 'overwrite_output_dir': True + 'overwrite_output_dir': True, + 'fp16': False } +cuda_available = torch.cuda.is_available() class TransformerModel(MlModelInterface): """ @@ -24,7 +27,7 @@ def load_model(self): if not self.model: from simpletransformers.classification import ClassificationModel try: - self.model = ClassificationModel('bert', './outputs/', use_cuda=False, args=args) + self.model = ClassificationModel('bert', './outputs/', use_cuda=cuda_available, args=args) except Exception as ex: logger.error(f"could not load model from /outputs due to {str(ex)}, creating new model") self.create_new_model() @@ -66,4 +69,4 @@ def train(self, labelled_tenders): def create_new_model(self): from simpletransformers.classification import ClassificationModel - self.model = ClassificationModel('bert', 'bert-base-german-cased', use_cuda=False, args=args) + self.model = ClassificationModel('bert', 'bert-base-german-cased', use_cuda=cuda_available, args=args) From 1ec73d36cbf69ea003f5c26c85eae168ab0c42e1 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 30 Sep 2020 01:06:41 +0200 Subject: [PATCH 14/86] add Pytorch BertClassification model --- src/classifier/FullTextBertModel.py | 240 +++++++++++++++++- src/classifier/TransformerModel.py | 9 +- .../pytorchModells/PyTorchTransformer.py | 55 ++++ src/config.py | 2 +- 4 files changed, 295 insertions(+), 11 deletions(-) create mode 100644 src/classifier/pytorchModells/PyTorchTransformer.py diff --git a/src/classifier/FullTextBertModel.py b/src/classifier/FullTextBertModel.py index 99a7ca6..dcb6e5c 100644 --- a/src/classifier/FullTextBertModel.py +++ b/src/classifier/FullTextBertModel.py @@ -1,27 +1,249 @@ +import time + import pandas as pd +import torch from sklearn.model_selection import train_test_split +from torch.utils.data import TensorDataset, RandomSampler, DataLoader, SequentialSampler +from transformers import DistilBertModel, DistilBertTokenizer +from transformers import AdamW, get_linear_schedule_with_warmup from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.classifier.pytorchModells.PyTorchTransformer import PyTorchTransformer from src.entity.LabeledTenderCollection import LabelledTenderCollection - -class FullTexSvmtModel(MlModelInterface): +class FullTextBertModel(MlModelInterface): def __init__(self): - pass + # Load the BERT tokenizer + self.tokenizer = DistilBertTokenizer.from_pretrained('distilbert-base-uncased') + self.bertmodel = DistilBertModel.from_pretrained('distilbert-base-uncased') + self.max_len = 128 + self.batch_size = 16 + self.epochs = 4 + self.evaluation = True + self.loss_fn = torch.nn.CrossEntropyLoss() + + + if torch.cuda.is_available(): + self.device = torch.device("cuda") + print(f'There are {torch.cuda.device_count()} GPU(s) available.') + print('Device name:', torch.cuda.get_device_name(0)) + else: + print('No GPU available, using the CPU instead.') + self.device = torch.device("cpu") def classify(self, tenders): pass def train(self, labelled_tenders): + torch.cuda.empty_cache() labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - training_df = pd.DataFrame({"descriptions": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) - # remove null vlaues (description is not alway set) - training_df = training_df.dropna() - X = training_df['descriptions'] - ylabels = training_df['label'] - X_train, X_test, y_train, y_test = train_test_split(X, ylabels, test_size=0.2, random_state=42) + training_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) + + X = training_df["title"].values + y = training_df["label"].values + X_train, X_val, y_train, y_val = train_test_split(X, y, test_size=0.1) + + print("Tokenizing data...") + train_inputs, train_masks = self.preprocessing_for_bert(X_train) + val_inputs, val_masks = self.preprocessing_for_bert(X_val) + + # Convert other data types to torch.Tensor + train_labels = torch.tensor(y_train) + val_labels = torch.tensor(y_val) + + # Create the DataLoader for our training set + train_data = TensorDataset(train_inputs, train_masks, train_labels) + train_sampler = RandomSampler(train_data) + train_dataloader = DataLoader(train_data, sampler=train_sampler, batch_size=self.batch_size) + + # Create the DataLoader for our validation set + val_data = TensorDataset(val_inputs, val_masks, val_labels) + val_sampler = SequentialSampler(val_data) + val_dataloader = DataLoader(val_data, sampler=val_sampler, batch_size=self.batch_size) + + #train + # Instantiate Bert Classifier + bert_classifier = PyTorchTransformer(bertmodel=self.bertmodel, freeze_bert=True) + + # Tell PyTorch to run the model on GPU + bert_classifier.to(self.device) + + # Create the optimizer + optimizer = AdamW(bert_classifier.parameters(), + lr=5e-5, # Default learning rate + eps=1e-8 # Default epsilon value + ) + + # Total number of training steps + total_steps = len(train_dataloader) * self.epochs + + # Set up the learning rate scheduler + scheduler = get_linear_schedule_with_warmup(optimizer, + num_warmup_steps=0, # Default value + num_training_steps=total_steps) + + # Start training loop + print("Start training...\n") + for epoch_i in range(self.epochs): + # ======================================= + # Training + # ======================================= + # Print the header of the result table + print( + f"{'Epoch':^7} | {'Batch':^7} | {'Train Loss':^12} | {'Val Loss':^10} | {'Val Acc':^9} | {'Elapsed':^9}") + print("-" * 70) + + # Measure the elapsed time of each epoch + t0_epoch, t0_batch = time.time(), time.time() + + # Reset tracking variables at the beginning of each epoch + total_loss, batch_loss, batch_counts = 0, 0, 0 + + # Put the model into the training mode + bert_classifier.train() + + # For each batch of training data... + for step, batch in enumerate(train_dataloader): + batch_counts += 1 + # Load batch to GPU + b_input_ids, b_attn_mask, b_labels = tuple(t.to(self.device) for t in batch) + + # Zero out any previously calculated gradients + bert_classifier.zero_grad() + + # Perform a forward pass. This will return logits. + logits = bert_classifier(b_input_ids, b_attn_mask) + + # Compute loss and accumulate the loss values + loss = self.loss_fn(logits, b_labels) + batch_loss += loss.item() + total_loss += loss.item() + + # Perform a backward pass to calculate gradients + loss.backward() + + # Clip the norm of the gradients to 1.0 to prevent "exploding gradients" + torch.nn.utils.clip_grad_norm_(bert_classifier.parameters(), 1.0) + + # Update parameters and the learning rate + optimizer.step() + scheduler.step() + + # Print the loss values and time elapsed for every 20 batches + if (step % 20 == 0 and step != 0) or (step == len(train_dataloader) - 1): + # Calculate time elapsed for 20 batches + time_elapsed = time.time() - t0_batch + + # Print training results + print( + f"{epoch_i + 1:^7} | {step:^7} | {batch_loss / batch_counts:^12.6f} | {'-':^10} | {'-':^9} | {time_elapsed:^9.2f}") + + # Reset batch tracking variables + batch_loss, batch_counts = 0, 0 + t0_batch = time.time() + + # Calculate the average loss over the entire training data + avg_train_loss = total_loss / len(train_dataloader) + + print("-" * 70) + # ======================================= + # Evaluation + # ======================================= + if self.evaluation == True: + # After the completion of each training epoch, measure the model's performance + # on our validation set. + val_loss, val_accuracy = self.evaluate(bert_classifier, val_dataloader) + + # Print performance over the entire training data + time_elapsed = time.time() - t0_epoch + + print( + f"{epoch_i + 1:^7} | {'-':^7} | {avg_train_loss:^12.6f} | {val_loss:^10.6f} | {val_accuracy:^9.2f} | {time_elapsed:^9.2f}") + print("-" * 70) + print("\n") + + print("Training complete!") + + def evaluate(self, model, val_dataloader): + """After the completion of each training epoch, measure the model's performance + on our validation set. + """ + # Put the model into the evaluation mode. The dropout layers are disabled during + # the test time. + model.eval() + + # Tracking variables + val_accuracy = [] + val_loss = [] + + # For each batch in our validation set... + for batch in val_dataloader: + # Load batch to GPU + b_input_ids, b_attn_mask, b_labels = tuple(t.to(self.device) for t in batch) + + # Compute logits + with torch.no_grad(): + logits = model(b_input_ids, b_attn_mask) + + # Compute loss + loss = self.loss_fn(logits, b_labels) + val_loss.append(loss.item()) + + # Get the predictions + preds = torch.argmax(logits, dim=1).flatten() + + # Calculate the accuracy rate + accuracy = (preds == b_labels).cpu().numpy().mean() * 100 + val_accuracy.append(accuracy) + + # Compute the average accuracy and loss over the validation set. + val_loss = pd.np.mean(val_loss) + val_accuracy = pd.np.mean(val_accuracy) + + return val_loss, val_accuracy def create_new_model(self): pass + + # Create a function to tokenize a set of texts + def preprocessing_for_bert(self, data): + """Perform required preprocessing steps for pretrained BERT. + @param data (np.array): Array of texts to be processed. + @return input_ids (torch.Tensor): Tensor of token ids to be fed to a model. + @return attention_masks (torch.Tensor): Tensor of indices specifying which + tokens should be attended to by the model. + """ + # Create empty lists to store outputs + input_ids = [] + attention_masks = [] + + # For every sentence... + for text in data: + # `encode_plus` will: + # (1) Tokenize the sentence + # (2) Add the `[CLS]` and `[SEP]` token to the start and end + # (3) Truncate/Pad sentence to max length + # (4) Map tokens to their IDs + # (5) Create attention mask + # (6) Return a dictionary of outputs + encoded_sent = self.tokenizer.encode_plus( + truncation=True, + text=text, # Preprocess sentence + add_special_tokens=True, # Add `[CLS]` and `[SEP]` + max_length=self.max_len, # Max length to truncate/pad + pad_to_max_length=True, # Pad sentence to max length + # return_tensors='pt', # Return PyTorch tensor + return_attention_mask=True # Return attention mask + ) + + # Add the outputs to the lists + input_ids.append(encoded_sent.get('input_ids')) + attention_masks.append(encoded_sent.get('attention_mask')) + + # Convert lists to tensors + input_ids = torch.tensor(input_ids) + attention_masks = torch.tensor(attention_masks) + + return input_ids, attention_masks diff --git a/src/classifier/TransformerModel.py b/src/classifier/TransformerModel.py index bb573b2..0bd8e2b 100644 --- a/src/classifier/TransformerModel.py +++ b/src/classifier/TransformerModel.py @@ -1,7 +1,8 @@ -from sklearn.metrics import confusion_matrix +from sklearn.metrics import confusion_matrix, accuracy_score import pandas as pd import logging import torch +import time from sklearn.model_selection import train_test_split @@ -60,13 +61,19 @@ def train(self, labelled_tenders): data_input = pd.DataFrame(zip(tenders_train, labels_train)) + start = time.time() self.model.train_model(data_input) + end = time.time() + + print(end - start) labels_pred, raw_output = self.model.predict(tenders_test) tn, fp, fn, tp = confusion_matrix(labels_test, labels_pred).ravel() logger.info(f"tn: {tn} fp: {fp}") logger.info(f"fn: {fn} tp:{tp}") + logger.info(f"Accuracy Score: {accuracy_score(labels_test, labels_pred)}") + def create_new_model(self): from simpletransformers.classification import ClassificationModel self.model = ClassificationModel('bert', 'bert-base-german-cased', use_cuda=cuda_available, args=args) diff --git a/src/classifier/pytorchModells/PyTorchTransformer.py b/src/classifier/pytorchModells/PyTorchTransformer.py new file mode 100644 index 0000000..4cafa09 --- /dev/null +++ b/src/classifier/pytorchModells/PyTorchTransformer.py @@ -0,0 +1,55 @@ +import torch.nn as nn + + +# Create the BertClassfier class +class PyTorchTransformer(nn.Module): + """Bert Model for Classification Tasks. + """ + + def __init__(self, bertmodel, freeze_bert=False): + """ + @param bert: a BertModel object + @param classifier: a torch.nn.Module classifier + @param freeze_bert (bool): Set `False` to fine-tune the BERT model + """ + super(PyTorchTransformer, self).__init__() + # Specify hidden size of BERT, hidden size of our classifier, and number of labels + D_in, H, D_out = 768, 50, 2 + + # Instantiate BERT model + self.bert = bertmodel + + # Instantiate an one-layer feed-forward classifier + self.classifier = nn.Sequential( + nn.Linear(D_in, H), + nn.ReLU(), + # nn.Dropout(0.5), + nn.Linear(H, D_out) + ) + + # Freeze the BERT model + if freeze_bert: + for param in self.bert.parameters(): + param.requires_grad = False + + def forward(self, input_ids, attention_mask): + """ + Feed input to BERT and the classifier to compute logits. + @param input_ids (torch.Tensor): an input tensor with shape (batch_size, + max_length) + @param attention_mask (torch.Tensor): a tensor that hold attention mask + information with shape (batch_size, max_length) + @return logits (torch.Tensor): an output tensor with shape (batch_size, + num_labels) + """ + # Feed input to BERT + outputs = self.bert(input_ids=input_ids, + attention_mask=attention_mask) + + # Extract the last hidden state of the token `[CLS]` for classification task + last_hidden_state_cls = outputs[0][:, 0, :] + + # Feed input to classifier to compute logits + logits = self.classifier(last_hidden_state_cls) + + return logits \ No newline at end of file diff --git a/src/config.py b/src/config.py index 8882625..392b648 100644 --- a/src/config.py +++ b/src/config.py @@ -16,7 +16,7 @@ from src.service.Trainer import Trainer # TODO: select the Machine Learning model -tender_model = FullTextSvmModel() +tender_model = FullTextBertModel() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) From 80f1a4f1f6ca0c9087db991cc48c054ecdb77883 Mon Sep 17 00:00:00 2001 From: larnhold Date: Thu, 1 Oct 2020 21:28:16 +0200 Subject: [PATCH 15/86] download tender descriptions in original language --- src/entity/LabeledTenderCollection.py | 3 ++ src/entity/Tender.py | 8 +++++ src/fetcher/ted/TedExtractor.py | 51 +++++++++++++++++++++++++-- 3 files changed, 59 insertions(+), 3 deletions(-) diff --git a/src/entity/LabeledTenderCollection.py b/src/entity/LabeledTenderCollection.py index 4c5d104..6bd2069 100644 --- a/src/entity/LabeledTenderCollection.py +++ b/src/entity/LabeledTenderCollection.py @@ -3,6 +3,9 @@ class LabelledTenderCollection: def __init__(self, labelled_tenders): self.labelled_tenders = labelled_tenders + def get_original_language_entity_description(self): + return list(map(lambda x: x.original_lang_entity.description, self.get_tenders())) + def get_titles(self): return list(map(lambda x: x.get_title("EN"), self.get_tenders())) diff --git a/src/entity/Tender.py b/src/entity/Tender.py index 1e76d90..9fa388b 100644 --- a/src/entity/Tender.py +++ b/src/entity/Tender.py @@ -20,16 +20,24 @@ def from_json_dict(cls, serialized_dict): return cls(id, cpvs, lang_entities) def __init__(self, id: str, cpvs: List[str], lang_entities=None): + self.original_lang = None + self.original_lang_entity: TenderLanguageEntity = None self.id = id self.cpvs = cpvs if lang_entities is None: lang_entities = {} self.lang_entities = lang_entities + def add_language_entity(self, language_key, title, description="", link=""): entity = TenderLanguageEntity(title, description, link) self.lang_entities[language_key] = entity + def set_original_language_entity(self, language_key, title, description="", link=""): + entity = TenderLanguageEntity(title, description, link) + self.original_lang_entity = entity + self.original_lang = language_key + def get_title(self, language): return self.lang_entities[language].title diff --git a/src/fetcher/ted/TedExtractor.py b/src/fetcher/ted/TedExtractor.py index 1197685..14b3096 100644 --- a/src/fetcher/ted/TedExtractor.py +++ b/src/fetcher/ted/TedExtractor.py @@ -20,6 +20,9 @@ class TedExtractor: This class converts the xml version of one tender to the entity. """ + def __init__(self): + self.tender = None + def extract(self, xml_doc: Soup, languages: List[str]): # parse document id @@ -40,7 +43,44 @@ def extract(self, xml_doc: Soup, languages: List[str]): logger.error(xml_doc.prettify()) raise Exception("could not retrieve CPV for contract") - tender = Tender(tender_id, tender_cpvs) + self.tender = Tender(tender_id, tender_cpvs) + + #extract original + try: + # extract original + original_section = xml_doc.findAll(attrs={"CATEGORY": "ORIGINAL"}) + original_language = original_section[0]['LG'] + + #extract original title + original_title_ti_doc = original_section[0].findAll(re.compile("TITLE")) + if len(original_title_ti_doc) == 0: + original_title_ti_doc = original_section[0].findAll(re.compile("TI_DOC")) + + #extract original short description + original_short_descr_ti_doc = original_section[0].findAll(re.compile("SHORT_DESCR")) + if len(original_short_descr_ti_doc) == 0: + original_short_descr_ti_doc = original_section[0].findAll( + re.compile("SHORT_CONTRACT_DESCRIPTION")) + + if len(original_short_descr_ti_doc) == 0: + original_short_descr_ti_doc = original_section[0].find_all(re.compile("TI_MARK"), string="Contract description:") + if len(original_short_descr_ti_doc) != 0: + original_short_descr_ti_doc = [original_short_descr_ti_doc[0].findNext(re.compile("TXT_MARK"))] + + #lastly get any description field + #if len(original_short_descr_ti_doc) == 0: + #original_short_descr_ti_doc = xml_doc.find_all(re.compile("TI_MARK"), text=re.compile("(?i)(?=.*(description))")) + #if len(original_short_descr_ti_doc) != 0: + #original_short_descr_ti_doc = [original_short_descr_ti_doc[0].findNext(re.compile("TXT_MARK"))] + + original_short_description = extract_text(original_short_descr_ti_doc[0]) if len(original_short_descr_ti_doc) != 0 else "" + original_title = extract_text(original_title_ti_doc[0]) if len(original_title_ti_doc) != 0 else "" + + self.tender.set_original_language_entity(original_language, original_title, original_short_description) + except: + logger.error("Could not retrieve original language data for contract") + logger.error(xml_doc.prettify()) + raise Exception("Could not retrieve original language data for contract") # extract title and description for each language for lg in languages: @@ -53,10 +93,14 @@ def extract(self, xml_doc: Soup, languages: List[str]): try: ml_titles_section = xml_doc.findAll(re.compile("ML_TITLES")) if ml_titles_section: + + self.tender.set_original_language_entity(original_language, extract_text(original_title_ti_doc[0]), extract_text(original_short_descr_ti_doc[0])) + ml_ti_doc = ml_titles_section[0].findAll(re.compile("ML_TI_DOC"), {"LG": lg}) if ml_ti_doc: ti_text = ml_ti_doc[0].findAll(re.compile("TI_TEXT"))[0] title = extract_text(ti_text) + except: logger.debug(f"could not parse first format of contract {tender_id}") @@ -101,6 +145,7 @@ def extract(self, xml_doc: Soup, languages: List[str]): except: logger.debug(f"could not parse link for language {lg}") - tender.add_language_entity(lg, title, short_desc, link) - return tender + self.tender.add_language_entity(lg, title, short_desc, link) + + return self.tender From d53324fefd8204c9235f8211c07667965a9eec3d Mon Sep 17 00:00:00 2001 From: larnhold Date: Thu, 1 Oct 2020 21:29:37 +0200 Subject: [PATCH 16/86] pytorch transformer model --- src/classifier/FullTextBertModel.py | 14 ++++++----- .../pytorchModells/PyTorchTransformer.py | 24 +++++++++++-------- 2 files changed, 22 insertions(+), 16 deletions(-) diff --git a/src/classifier/FullTextBertModel.py b/src/classifier/FullTextBertModel.py index dcb6e5c..87749ce 100644 --- a/src/classifier/FullTextBertModel.py +++ b/src/classifier/FullTextBertModel.py @@ -4,7 +4,7 @@ import torch from sklearn.model_selection import train_test_split from torch.utils.data import TensorDataset, RandomSampler, DataLoader, SequentialSampler -from transformers import DistilBertModel, DistilBertTokenizer +from transformers import DistilBertModel, DistilBertTokenizer, AutoTokenizer, AutoModel from transformers import AdamW, get_linear_schedule_with_warmup from src.classifier.interfaces.MLModelInterface import MlModelInterface @@ -15,10 +15,12 @@ class FullTextBertModel(MlModelInterface): def __init__(self): # Load the BERT tokenizer - self.tokenizer = DistilBertTokenizer.from_pretrained('distilbert-base-uncased') - self.bertmodel = DistilBertModel.from_pretrained('distilbert-base-uncased') + self.tokenizerLong = AutoTokenizer.from_pretrained("allenai/longformer-base-4096") + self.modelLong = AutoModel.from_pretrained("allenai/longformer-base-4096") + self.tokenizerShort = AutoTokenizer.from_pretrained("distilbert-base-uncased") + self.modelShort = AutoModel.from_pretrained("distilbert-base-uncased") self.max_len = 128 - self.batch_size = 16 + self.batch_size = 32 self.epochs = 4 self.evaluation = True self.loss_fn = torch.nn.CrossEntropyLoss() @@ -65,7 +67,7 @@ def train(self, labelled_tenders): #train # Instantiate Bert Classifier - bert_classifier = PyTorchTransformer(bertmodel=self.bertmodel, freeze_bert=True) + bert_classifier = PyTorchTransformer(modelLong=self.modelLong, modelShort=self.modelShort, freeze_bert=True) # Tell PyTorch to run the model on GPU bert_classifier.to(self.device) @@ -228,7 +230,7 @@ def preprocessing_for_bert(self, data): # (4) Map tokens to their IDs # (5) Create attention mask # (6) Return a dictionary of outputs - encoded_sent = self.tokenizer.encode_plus( + encoded_sent = self.tokenizerShort.encode_plus( truncation=True, text=text, # Preprocess sentence add_special_tokens=True, # Add `[CLS]` and `[SEP]` diff --git a/src/classifier/pytorchModells/PyTorchTransformer.py b/src/classifier/pytorchModells/PyTorchTransformer.py index 4cafa09..423c4a0 100644 --- a/src/classifier/pytorchModells/PyTorchTransformer.py +++ b/src/classifier/pytorchModells/PyTorchTransformer.py @@ -1,3 +1,4 @@ +import torch import torch.nn as nn @@ -6,7 +7,7 @@ class PyTorchTransformer(nn.Module): """Bert Model for Classification Tasks. """ - def __init__(self, bertmodel, freeze_bert=False): + def __init__(self, modelLong, modelShort, freeze_bert=False): """ @param bert: a BertModel object @param classifier: a torch.nn.Module classifier @@ -17,19 +18,20 @@ def __init__(self, bertmodel, freeze_bert=False): D_in, H, D_out = 768, 50, 2 # Instantiate BERT model - self.bert = bertmodel + self.bertTitles = modelShort + self.bertDescriptions = modelShort # Instantiate an one-layer feed-forward classifier self.classifier = nn.Sequential( - nn.Linear(D_in, H), + nn.Linear(D_in*2, H), nn.ReLU(), - # nn.Dropout(0.5), + ##nn.Dropout(0.5), nn.Linear(H, D_out) ) # Freeze the BERT model if freeze_bert: - for param in self.bert.parameters(): + for param in self.bertTitles.parameters(): param.requires_grad = False def forward(self, input_ids, attention_mask): @@ -43,13 +45,15 @@ def forward(self, input_ids, attention_mask): num_labels) """ # Feed input to BERT - outputs = self.bert(input_ids=input_ids, - attention_mask=attention_mask) + outputsTitles = self.bertTitles(input_ids=input_ids, + attention_mask=attention_mask) - # Extract the last hidden state of the token `[CLS]` for classification task - last_hidden_state_cls = outputs[0][:, 0, :] + outputsDescriptions= self.bertTitles(input_ids=input_ids, + attention_mask=attention_mask) + + concat_output = torch.cat((outputsTitles[0][:, 0, :], outputsDescriptions[0][:, 0, :]), dim=1) # Feed input to classifier to compute logits - logits = self.classifier(last_hidden_state_cls) + logits = self.classifier(concat_output) return logits \ No newline at end of file From 13e4769d8b1c1b477ae756477ca1abbba808b5ec Mon Sep 17 00:00:00 2001 From: larnhold Date: Thu, 1 Oct 2020 21:30:28 +0200 Subject: [PATCH 17/86] Pytorch Lighting Bert-Model pass Tenders with description embeddings --- src/classifier/Lighning/BertDataSet.py | 62 ++++++++++ .../Lighning/FullTextBertModelLighting.py | 90 ++++++++++++++ .../Lighning/PyTorchTransformerLighning.py | 112 ++++++++++++++++++ src/config.py | 3 +- 4 files changed, 266 insertions(+), 1 deletion(-) create mode 100644 src/classifier/Lighning/BertDataSet.py create mode 100644 src/classifier/Lighning/FullTextBertModelLighting.py create mode 100644 src/classifier/Lighning/PyTorchTransformerLighning.py diff --git a/src/classifier/Lighning/BertDataSet.py b/src/classifier/Lighning/BertDataSet.py new file mode 100644 index 0000000..faa952e --- /dev/null +++ b/src/classifier/Lighning/BertDataSet.py @@ -0,0 +1,62 @@ +import torch +from torch.utils.data import Dataset + + +class BertDataSet(Dataset): + + def __init__(self, df, max_len, tokenizer_short, tokenizer_long): + self.titles = df["title"].values + self.descriptions = df["description"].values + self.labels = torch.tensor(df["label"].values) + + self.max_len = max_len + self.tokenizer_short = tokenizer_short + self.tokenizer_long = tokenizer_long + + def __len__(self): + return len(self.labels) + + def __getitem__(self, idx): + title_ids, title_mask = self.preprocessing_for_bert(self.titles[idx], self.tokenizer_short) + desc_ids, desc_mask = self.preprocessing_for_bert(self.titles[idx], self.tokenizer_long) + sample = {'title_input_ids': title_ids, 'title_attention_mask': title_mask, 'description_input_ids': desc_ids, 'description_attention_mask': desc_mask, "label": self.labels[idx]} + + return sample + + def preprocessing_for_bert(self, data, tokenizer): + """Perform required preprocessing steps for pretrained BERT. + @param data (np.array): Array of texts to be processed. + @return input_ids (torch.Tensor): Tensor of token ids to be fed to a model. + @return attention_masks (torch.Tensor): Tensor of indices specifying which + tokens should be attended to by the model. + """ + # Create empty lists to store outputs + input_ids = [] + attention_masks = [] + + # `encode_plus` will: + # (1) Tokenize the sentence + # (2) Add the `[CLS]` and `[SEP]` token to the start and end + # (3) Truncate/Pad sentence to max length + # (4) Map tokens to their IDs + # (5) Create attention mask + # (6) Return a dictionary of outputs + encoded_sent = tokenizer.encode_plus( + truncation=True, + text=data, # Preprocess sentence + add_special_tokens=True, # Add `[CLS]` and `[SEP]` + max_length=self.max_len, # Max length to truncate/pad + pad_to_max_length=True, # Pad sentence to max length + # return_tensors='pt', # Return PyTorch tensor + return_attention_mask=True # Return attention mask + ) + + # Add the outputs to the lists + input_ids = encoded_sent.get('input_ids') + attention_masks = encoded_sent.get('attention_mask') + + # Convert lists to tensors + input_ids = torch.tensor(input_ids) + attention_masks = torch.tensor(attention_masks) + + return input_ids, attention_masks diff --git a/src/classifier/Lighning/FullTextBertModelLighting.py b/src/classifier/Lighning/FullTextBertModelLighting.py new file mode 100644 index 0000000..6a81e02 --- /dev/null +++ b/src/classifier/Lighning/FullTextBertModelLighting.py @@ -0,0 +1,90 @@ +import pandas as pd +import torch +from pytorch_lightning import Trainer +from sklearn.model_selection import train_test_split +from torch.utils.data import TensorDataset, DataLoader +from transformers import AutoTokenizer, AutoModel + +from src.classifier.Lighning.BertDataSet import BertDataSet +from src.classifier.Lighning.PyTorchTransformerLighning import PyTorchTransformerLightning +from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.entity.LabeledTenderCollection import LabelledTenderCollection + +class FullTextBertModelLightning(MlModelInterface): + + def __init__(self): + self.tokenizerLong = AutoTokenizer.from_pretrained("bert-base-multilingual-cased") + self.modelLong = AutoModel.from_pretrained("bert-base-multilingual-cased") + self.tokenizerShort = AutoTokenizer.from_pretrained("distilbert-base-uncased") + self.modelShort = AutoModel.from_pretrained("distilbert-base-uncased") + self.max_len = 128 + self.batch_size = 16 + self.evaluation = True + self.loss_fn = torch.nn.CrossEntropyLoss() + + def classify(self, tenders): + pass + + def train(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + training_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_original_language_entity_description(), "label": labelled_tenders_collection.get_labels()}) + training_df = training_df.dropna() + + train_df, val_df = train_test_split(training_df, test_size=0.1) + + # Create the DataLoader for our training set + train_data = BertDataSet(train_df, self.max_len, self.tokenizerShort, self.tokenizerLong) + train_dataloader = DataLoader(train_data, batch_size=self.batch_size) + + # Create the DataLoader for our validation set + val_data = BertDataSet(val_df, self.max_len, self.tokenizerShort, self.tokenizerLong) + val_dataloader = DataLoader(val_data, batch_size=self.batch_size) + + model = PyTorchTransformerLightning(self.modelLong, self.modelShort, False) + trainer = Trainer(gradient_clip_val=1.0, gpus=1, max_epochs=4) + trainer.fit(model, train_dataloader, val_dataloader) + + def create_new_model(self): + pass + + # Create a function to tokenize a set of texts + def preprocessing_for_bert(self, data): + """Perform required preprocessing steps for pretrained BERT. + @param data (np.array): Array of texts to be processed. + @return input_ids (torch.Tensor): Tensor of token ids to be fed to a model. + @return attention_masks (torch.Tensor): Tensor of indices specifying which + tokens should be attended to by the model. + """ + # Create empty lists to store outputs + input_ids = [] + attention_masks = [] + + # For every sentence... + for text in data: + # `encode_plus` will: + # (1) Tokenize the sentence + # (2) Add the `[CLS]` and `[SEP]` token to the start and end + # (3) Truncate/Pad sentence to max length + # (4) Map tokens to their IDs + # (5) Create attention mask + # (6) Return a dictionary of outputs + encoded_sent = self.tokenizerShort.encode_plus( + truncation=True, + text=text, # Preprocess sentence + add_special_tokens=True, # Add `[CLS]` and `[SEP]` + max_length=self.max_len, # Max length to truncate/pad + pad_to_max_length=True, # Pad sentence to max length + # return_tensors='pt', # Return PyTorch tensor + return_attention_mask=True # Return attention mask + ) + + # Add the outputs to the lists + input_ids.append(encoded_sent.get('input_ids')) + attention_masks.append(encoded_sent.get('attention_mask')) + + # Convert lists to tensors + input_ids = torch.tensor(input_ids) + attention_masks = torch.tensor(attention_masks) + + return input_ids, attention_masks diff --git a/src/classifier/Lighning/PyTorchTransformerLighning.py b/src/classifier/Lighning/PyTorchTransformerLighning.py new file mode 100644 index 0000000..87c9913 --- /dev/null +++ b/src/classifier/Lighning/PyTorchTransformerLighning.py @@ -0,0 +1,112 @@ +import torch +import torch.nn as nn +from pytorch_lightning import LightningModule +from transformers import AdamW + + +class PyTorchTransformerLightning(LightningModule): + """Bert Model for Classification Tasks. + """ + + def __init__(self, modelLong, modelShort, freeze_bert=False): + """ + @param bert: a BertModel object + @param classifier: a torch.nn.Module classifier + @param freeze_bert (bool): Set `False` to fine-tune the BERT model + """ + super(PyTorchTransformerLightning, self).__init__() + # Specify hidden size of BERT, hidden size of our classifier, and number of labels + D_in, H, D_out = 768, 50, 2 + + self.loss_fn = torch.nn.CrossEntropyLoss() + + # Instantiate BERT model + self.bertTitles = modelShort + self.bertDescriptions = modelShort + + # Instantiate an one-layer feed-forward classifier + self.classifier = nn.Sequential( + nn.Linear(D_in * 2, H), + nn.ReLU(), + ##nn.Dropout(0.5), + nn.Linear(H, D_out) + ) + + # Freeze the BERT model + if freeze_bert: + for param in self.bertTitles.parameters(): + param.requires_grad = False + + def configure_optimizers(self): + optimizer = AdamW(self.parameters(), + lr=5e-5, # Default learning rate + eps=1e-8 # Default epsilon value + ) + + return optimizer + + def forward(self, input_ids, attention_mask): + """ + Feed input to BERT and the classifier to compute logits. + @param input_ids (torch.Tensor): an input tensor with shape (batch_size, + max_length) + @param attention_mask (torch.Tensor): a tensor that hold attention mask + information with shape (batch_size, max_length) + @return logits (torch.Tensor): an output tensor with shape (batch_size, + num_labels) + """ + # Feed input to BERT + outputsTitles = self.bertTitles(input_ids=input_ids, + attention_mask=attention_mask) + + outputsDescriptions = self.bertTitles(input_ids=input_ids, + attention_mask=attention_mask) + + concat_output = torch.cat((outputsTitles[0][:, 0, :], outputsDescriptions[0][:, 0, :]), dim=1) + + # Feed input to classifier to compute logits + logits = self.classifier(concat_output) + + return logits + + def training_step(self, batch, batch_idx): + title_input_ids = batch["title_input_ids"] + title_attention_masks = batch["title_attention_mask"] + description_input_ids = batch["description_input_ids"] + description_attention_masks = batch["description_attention_mask"] + labels = batch["label"] + # Perform a forward pass. This will return logits. + logits = self.forward(title_input_ids, title_attention_masks) + + # Compute loss and accumulate the loss values + loss = self.loss_fn(logits, labels) + logs = {'train_loss': loss} + return {'loss': loss, 'logs': logs} + + def validation_step(self, batch, batch_idx): + title_input_ids = batch["title_input_ids"] + title_attention_masks = batch["title_attention_mask"] + description_input_ids = batch["description_input_ids"] + description_attention_masks = batch["description_attention_mask"] + labels = batch["label"] + + # Perform a forward pass. This will return logits. + logits = self.forward(title_input_ids, title_attention_masks) + + # Compute loss and accumulate the loss values + loss = self.loss_fn(logits, labels) + + #Compute the accuracy + preds = torch.argmax(logits, dim=1).flatten() + accuracy = torch.tensor((preds == labels).cpu().numpy().mean() * 100) + + return {'loss': loss, 'acc': accuracy} + + def validation_end(self, outputs): + avg_loss = torch.stack([x['loss'] for x in outputs]).mean() + avg_val_acc = torch.stack([x['acc'] for x in outputs]).mean() + tensorboard_logs = {'val_loss': avg_loss, 'avg_val_acc': avg_val_acc} + + print(f'Accuracy: {avg_val_acc}') + + return {'avg_val_loss': avg_loss, 'logs': tensorboard_logs} diff --git a/src/config.py b/src/config.py index 392b648..3ba4ad2 100644 --- a/src/config.py +++ b/src/config.py @@ -5,6 +5,7 @@ from src.classifier.FullTextModel import FullTextModel from src.classifier.FullTextBertModel import FullTextBertModel from src.classifier.FullTextSvmModel import FullTextSvmModel +from src.classifier.Lighning.FullTextBertModelLighting import FullTextBertModelLightning from src.classifier.TransformerModel import TransformerModel sys.path.append(os.getcwd()[:os.getcwd().index('src')]) @@ -16,7 +17,7 @@ from src.service.Trainer import Trainer # TODO: select the Machine Learning model -tender_model = FullTextBertModel() +tender_model = FullTextBertModelLightning() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) From 5a5a848e7285eacf9db47b321a60bec3fc83cdd5 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 2 Oct 2020 01:06:42 +0200 Subject: [PATCH 18/86] add dev dataset --- src/dev/labelled_tenders.pkl | Bin 2097801 -> 11618380 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/src/dev/labelled_tenders.pkl b/src/dev/labelled_tenders.pkl index e6a8ce6fbc36d32592228468a7487493b7289adc..85622fd6b8c2dd0c4af39c4402cd5f18d0f5ddd4 100644 GIT binary patch literal 11618380 zcmeFaS#V_Md8WzsA}d;!MJ<-q?yz)Zw@j1;ppc2ZJZ?8o0IQ%{T|g~n#DwBx=0WB` zE+>@>Kx9Nma1pI`bjfYCOYNpQf*0KyH$y^{O8~QZ+XA>d*bK6`0zvjOihumcwIfen``0}5-l!24!u72#U0#EZ!+b;&I_7z@q#SdNXeeCC{OC`8=HM`s{`1PRK^48YYCcSdd=w7b` zt#R*s_m#5OZsq;Z>ptHKszK%E7ra(b3F_CbzNZj0^Nq0H3ZvS!tN+tR(AW+--4~mo z*X#t1&do0r_`{pV&sD-& z`P$WouC;Sle>po!uLj+XZx}RfLj26i>b25)-0Ud*($xJI=MaMnkT0n{9y6PNazU#R2DzrU*}dNIsH@-oQc%nJZEx)K=K7IIZ?)+a!(7WN z(5pFS>GfhoC4~A&!@Cd^gNnD+eWBE_%QPzRPBfzKmwGj`YVXh-zU|d~-dzp~eq(de zyKEOr6csc!{St!`cTe|)RwwYRtZG#ATPix>TS<=<{aUBdeW6_qi&nZlxzl}(r|5&B zhyC`Z^~YL`Iou4lbFL49+PK=}6@0H5)(Xcw`n28Zv;wQcW~KXrN*hZ)q@h3=OazJ|9- zO#=;Kaq?Q}1EmkPbEOa2V##Lbvl+KoN*}g$vN$!D$=EC}eTwQE-3WhYV|C@&*>f9f$5)Td^yk>I zjnyj~$5vL4o!mHcnoYa(iGj)W5$#<;Ya(9>{94G?@*o@Fb4xj`hIX@QE4ty;SfH(m z;PEoo!fjT@1wZGvTH9Ke>^xc$Zl8GTD_&-L%J(Q>(p&J>Pb_^GbIrOmuv@*7pZ6SP|)P2}Q5_LxR3C~=mK z(=7elNE+8-$0`P1_c|Mp?L3_}dvKFY$#&8rTYjr!o7eEC{9LD9401YwYu-|$Qwzds z*y4PqGrVM{32KwxTFpC27g9*svu)4zH{03cJ&7vV;gR~9iXhcM+Cbm3V+Jja=kT_6z7cf-hI%I%BF>D6tu<(9L|$uDt%bc$FzE5l zZzqEq$dS^n_#8^=m!>x}>1_mIrD=bhxV-EY+8pE7fh$X=CQf+G7L#YvdsOGwcElMM z1`L8%<4oe8_?%j*RgmqxtW6)9$2nJ2@6oA2jsGhIcXezbIN(If1%9rnIUN@5nDne( z<6bUo+UM44<%Yl6VkxPAYeAc84UXdQ3}I}&Wac4P`jrZ=g_>D(Y)IYtbHAClZ{eCt zgHvXe4(hEx>lF?>H*>AWA7d<pO>Eka}r&P==9uKBqVrzn$@gINcz>%>&sKeq&rg+WHsJM zm`bXD&`h7FQwviw^HZFsnZ;}Ic{)8kC!rCk@$U2V7Y9e?aC^|EcDOwpZVz@m|Kw~B z2N#tFwvT;9rC&L3vOr$4Kpu^;-iQkAd~07-@zJ$wr9oBk|GeNA!pJYTLey`h0hIO^ zx-XQ2ZNE|t5fo%rNPh2@3c4hPqUALP-)s5Fdo2_aUeJLto_>an-1lnjawRN;`dLAu z@LTPccYJlC8Z^q-S(2}ZHBQn>#ns1`*g?g%d~b2_OmuW{vAU6;u+PV(*-`IvB4c-v z)Ri$g3!#hcK9kiSrsV!9O72D*QP110gi)QQMD~pu7L;ZgSkz97G;GE4xHU`Gc0#s3nfvseAM<-HX!=YWSIgYnVym-rw2!8CVhI&WV8TM+UT^IWJaH! 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19/86] logging and scheduler --- src/classifier/FullTextModel.py | 31 ---------- .../Lighning/FullTextBertModelLighting.py | 57 +++-------------- .../Lighning/PyTorchTransformerLighning.py | 62 ++++++++++++++----- .../{ => pytorchModells}/FullTextBertModel.py | 0 src/config.py | 6 -- 5 files changed, 57 insertions(+), 99 deletions(-) delete mode 100644 src/classifier/FullTextModel.py rename src/classifier/{ => pytorchModells}/FullTextBertModel.py (100%) diff --git a/src/classifier/FullTextModel.py b/src/classifier/FullTextModel.py deleted file mode 100644 index bcb33e2..0000000 --- a/src/classifier/FullTextModel.py +++ /dev/null @@ -1,31 +0,0 @@ -import string -import logging - -from src.classifier.interfaces.MLModelInterface import MlModelInterface -from src.entity.LabeledTenderCollection import LabelledTenderCollection - -logger = logging.getLogger(__name__) - -LANGUAGE = "DE" -MODEL_NAME = "scikit_model" -punctuations = string.punctuation - - -class FullTextModel(MlModelInterface): - - def __init__(self): - pass - - def classify(self, tenders): - pass - - def train(self, labelled_tenders): - labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - tenders = labelled_tenders_collection.get_tenders() - labels = labelled_tenders_collection.get_labels() - descriptions = labelled_tenders_collection.get_descriptions() - titles = labelled_tenders_collection.get_titles() - pass - - def create_new_model(self): - pass diff --git a/src/classifier/Lighning/FullTextBertModelLighting.py b/src/classifier/Lighning/FullTextBertModelLighting.py index 6a81e02..f58df4c 100644 --- a/src/classifier/Lighning/FullTextBertModelLighting.py +++ b/src/classifier/Lighning/FullTextBertModelLighting.py @@ -2,23 +2,24 @@ import torch from pytorch_lightning import Trainer from sklearn.model_selection import train_test_split -from torch.utils.data import TensorDataset, DataLoader +from torch.utils.data import DataLoader from transformers import AutoTokenizer, AutoModel from src.classifier.Lighning.BertDataSet import BertDataSet from src.classifier.Lighning.PyTorchTransformerLighning import PyTorchTransformerLightning from src.classifier.interfaces.MLModelInterface import MlModelInterface from src.entity.LabeledTenderCollection import LabelledTenderCollection +from pytorch_lightning.loggers import TensorBoardLogger class FullTextBertModelLightning(MlModelInterface): def __init__(self): - self.tokenizerLong = AutoTokenizer.from_pretrained("bert-base-multilingual-cased") - self.modelLong = AutoModel.from_pretrained("bert-base-multilingual-cased") + self.tokenizerLong = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") + self.modelLong = AutoModel.from_pretrained("bert-base-multilingual-uncased") self.tokenizerShort = AutoTokenizer.from_pretrained("distilbert-base-uncased") self.modelShort = AutoModel.from_pretrained("distilbert-base-uncased") - self.max_len = 128 - self.batch_size = 16 + self.max_len = 16 + self.batch_size = 4 self.evaluation = True self.loss_fn = torch.nn.CrossEntropyLoss() @@ -27,6 +28,7 @@ def classify(self, tenders): def train(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + logger = TensorBoardLogger('tb_logs', name='FullTextBertModelLightning') training_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_original_language_entity_description(), "label": labelled_tenders_collection.get_labels()}) training_df = training_df.dropna() @@ -41,50 +43,9 @@ def train(self, labelled_tenders): val_data = BertDataSet(val_df, self.max_len, self.tokenizerShort, self.tokenizerLong) val_dataloader = DataLoader(val_data, batch_size=self.batch_size) - model = PyTorchTransformerLightning(self.modelLong, self.modelShort, False) - trainer = Trainer(gradient_clip_val=1.0, gpus=1, max_epochs=4) + model = PyTorchTransformerLightning(self.modelShort, self.modelLong, False, total_steps=self.batch_size*len(train_dataloader)) + trainer = Trainer(gradient_clip_val=1.0, gpus=1, max_epochs=4, logger=logger) trainer.fit(model, train_dataloader, val_dataloader) def create_new_model(self): pass - - # Create a function to tokenize a set of texts - def preprocessing_for_bert(self, data): - """Perform required preprocessing steps for pretrained BERT. - @param data (np.array): Array of texts to be processed. - @return input_ids (torch.Tensor): Tensor of token ids to be fed to a model. - @return attention_masks (torch.Tensor): Tensor of indices specifying which - tokens should be attended to by the model. - """ - # Create empty lists to store outputs - input_ids = [] - attention_masks = [] - - # For every sentence... - for text in data: - # `encode_plus` will: - # (1) Tokenize the sentence - # (2) Add the `[CLS]` and `[SEP]` token to the start and end - # (3) Truncate/Pad sentence to max length - # (4) Map tokens to their IDs - # (5) Create attention mask - # (6) Return a dictionary of outputs - encoded_sent = self.tokenizerShort.encode_plus( - truncation=True, - text=text, # Preprocess sentence - add_special_tokens=True, # Add `[CLS]` and `[SEP]` - max_length=self.max_len, # Max length to truncate/pad - pad_to_max_length=True, # Pad sentence to max length - # return_tensors='pt', # Return PyTorch tensor - return_attention_mask=True # Return attention mask - ) - - # Add the outputs to the lists - input_ids.append(encoded_sent.get('input_ids')) - attention_masks.append(encoded_sent.get('attention_mask')) - - # Convert lists to tensors - input_ids = torch.tensor(input_ids) - attention_masks = torch.tensor(attention_masks) - - return input_ids, attention_masks diff --git a/src/classifier/Lighning/PyTorchTransformerLighning.py b/src/classifier/Lighning/PyTorchTransformerLighning.py index 87c9913..b6f3c1e 100644 --- a/src/classifier/Lighning/PyTorchTransformerLighning.py +++ b/src/classifier/Lighning/PyTorchTransformerLighning.py @@ -1,14 +1,14 @@ import torch import torch.nn as nn from pytorch_lightning import LightningModule -from transformers import AdamW +from transformers import AdamW, get_linear_schedule_with_warmup class PyTorchTransformerLightning(LightningModule): """Bert Model for Classification Tasks. """ - def __init__(self, modelLong, modelShort, freeze_bert=False): + def __init__(self, modelShort, modelLong, freeze_bert=False, total_steps=0): """ @param bert: a BertModel object @param classifier: a torch.nn.Module classifier @@ -19,16 +19,17 @@ def __init__(self, modelLong, modelShort, freeze_bert=False): D_in, H, D_out = 768, 50, 2 self.loss_fn = torch.nn.CrossEntropyLoss() + self.total_steps = total_steps # Instantiate BERT model - self.bertTitles = modelShort - self.bertDescriptions = modelShort + self.bertTitles = modelLong + self.bertDescriptions = modelLong # Instantiate an one-layer feed-forward classifier self.classifier = nn.Sequential( nn.Linear(D_in * 2, H), nn.ReLU(), - ##nn.Dropout(0.5), + nn.Dropout(0.1), nn.Linear(H, D_out) ) @@ -36,6 +37,8 @@ def __init__(self, modelLong, modelShort, freeze_bert=False): if freeze_bert: for param in self.bertTitles.parameters(): param.requires_grad = False + for param in self.bertDescriptions.parameters(): + param.requires_grad = False def configure_optimizers(self): optimizer = AdamW(self.parameters(), @@ -43,9 +46,13 @@ def configure_optimizers(self): eps=1e-8 # Default epsilon value ) - return optimizer + scheduler = get_linear_schedule_with_warmup(optimizer, + num_warmup_steps=0, # Default value + num_training_steps=self.total_steps) + + return [optimizer], [scheduler] - def forward(self, input_ids, attention_mask): + def forward(self, title_input_ids, title_attention_masks, description_input_ids, description_attention_masks): """ Feed input to BERT and the classifier to compute logits. @param input_ids (torch.Tensor): an input tensor with shape (batch_size, @@ -56,11 +63,11 @@ def forward(self, input_ids, attention_mask): num_labels) """ # Feed input to BERT - outputsTitles = self.bertTitles(input_ids=input_ids, - attention_mask=attention_mask) + outputsTitles = self.bertTitles(input_ids=title_input_ids, + attention_mask=title_attention_masks) - outputsDescriptions = self.bertTitles(input_ids=input_ids, - attention_mask=attention_mask) + outputsDescriptions = self.bertDescriptions(input_ids=description_input_ids, + attention_mask=description_attention_masks) concat_output = torch.cat((outputsTitles[0][:, 0, :], outputsDescriptions[0][:, 0, :]), dim=1) @@ -76,12 +83,31 @@ def training_step(self, batch, batch_idx): description_attention_masks = batch["description_attention_mask"] labels = batch["label"] # Perform a forward pass. This will return logits. - logits = self.forward(title_input_ids, title_attention_masks) + logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) + + # identifying number of correct predections in a given batch + correct = logits.argmax(dim=1).eq(labels).sum().item() + + # identifying total number of labels in a given batch + total = len(labels) # Compute loss and accumulate the loss values loss = self.loss_fn(logits, labels) logs = {'train_loss': loss} - return {'loss': loss, 'logs': logs} + + self.logger.experiment.add_scalar(f"Training -> Epoch {self.current_epoch}: Loss/Batch", + loss, + batch_idx) + + self.logger.experiment.add_scalar(f"Training -> Epoch {self.current_epoch}: Accuracy/Batch", + correct / total, + batch_idx) + + return {'loss': loss, + 'logs': logs, + "correct": correct, + "total": total + } def validation_step(self, batch, batch_idx): title_input_ids = batch["title_input_ids"] @@ -91,7 +117,7 @@ def validation_step(self, batch, batch_idx): labels = batch["label"] # Perform a forward pass. This will return logits. - logits = self.forward(title_input_ids, title_attention_masks) + logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) # Compute loss and accumulate the loss values loss = self.loss_fn(logits, labels) @@ -100,6 +126,14 @@ def validation_step(self, batch, batch_idx): preds = torch.argmax(logits, dim=1).flatten() accuracy = torch.tensor((preds == labels).cpu().numpy().mean() * 100) + self.logger.experiment.add_scalar(f"Validation -> Epoch {self.current_epoch}: Loss/Batch", + loss, + batch_idx) + + self.logger.experiment.add_scalar(f"Validation -> Epoch {self.current_epoch}: Accuracy/Batch", + accuracy, + batch_idx) + return {'loss': loss, 'acc': accuracy} def validation_end(self, outputs): diff --git a/src/classifier/FullTextBertModel.py b/src/classifier/pytorchModells/FullTextBertModel.py similarity index 100% rename from src/classifier/FullTextBertModel.py rename to src/classifier/pytorchModells/FullTextBertModel.py diff --git a/src/config.py b/src/config.py index 3ba4ad2..2601882 100644 --- a/src/config.py +++ b/src/config.py @@ -2,16 +2,10 @@ import os import sys -from src.classifier.FullTextModel import FullTextModel -from src.classifier.FullTextBertModel import FullTextBertModel -from src.classifier.FullTextSvmModel import FullTextSvmModel from src.classifier.Lighning.FullTextBertModelLighting import FullTextBertModelLightning -from src.classifier.TransformerModel import TransformerModel sys.path.append(os.getcwd()[:os.getcwd().index('src')]) -from src.classifier.SpacyScikitModel import SpacyScikitModel - from src.persistence.Persistence import Persistence from src.service.Recommender import Recommender from src.service.Trainer import Trainer From bc3dc1298b3387ad17d805ae828c827271aa9550 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 14 Oct 2020 21:54:40 +0200 Subject: [PATCH 20/86] statistical analysis on the dataset --- src/dev/dev_data_inspector.py | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 src/dev/dev_data_inspector.py diff --git a/src/dev/dev_data_inspector.py b/src/dev/dev_data_inspector.py new file mode 100644 index 0000000..700355b --- /dev/null +++ b/src/dev/dev_data_inspector.py @@ -0,0 +1,31 @@ +import pickle +import pandas as pd +import matplotlib.pyplot as plt + +from src.entity.LabeledTenderCollection import LabelledTenderCollection + + +class DevDATAInspector: + def main(self): + labelled_tenders = self.load_obj() + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) + df["title_len"] = df["title"].str.len() + df["description_len"] = df["description"].str.len() + + title_len_fig = plt.figure() + df.boxplot(column=['title_len']) + + desc_len_fig = plt.figure() + df.boxplot(column=['description_len']) + + title_len_fig.savefig("title_len.png", format="png") + desc_len_fig.savefig("desc_len.png", format="png") + + def load_obj(self): + with open('labelled_tenders.pkl', 'rb') as f: + return pickle.load(f) + + +if __name__ == '__main__': + DevDATAInspector().main() \ No newline at end of file From 7aa59802661d23458cc1fc686a97687ae5bc441f Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 14 Oct 2020 21:55:17 +0200 Subject: [PATCH 21/86] update requirements --- requirements.txt | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/requirements.txt b/requirements.txt index bcfe705..97f1891 100644 --- a/requirements.txt +++ b/requirements.txt @@ -10,8 +10,10 @@ flask_cors requests~=2.24.0 pandas~=1.0.4 marshmallow~=3.7.1 -nltk -sklearn -torch +nltk~=3.5 +sklearn~=0.0 +torch~=1.6.0 torchvision -wandb \ No newline at end of file +wandb +matplotlib~=3.3.2 +transformers~=3.1.0 \ No newline at end of file From ed09cfd4784865229c1a6488779cb2716796b9c5 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 16 Oct 2020 14:54:09 +0200 Subject: [PATCH 22/86] count token length for statistics --- src/dev/dev_data_inspector.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/dev/dev_data_inspector.py b/src/dev/dev_data_inspector.py index 700355b..4fa9832 100644 --- a/src/dev/dev_data_inspector.py +++ b/src/dev/dev_data_inspector.py @@ -10,8 +10,8 @@ def main(self): labelled_tenders = self.load_obj() labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) - df["title_len"] = df["title"].str.len() - df["description_len"] = df["description"].str.len() + df["title_len"] = df["title"].str.split().str.len() + df["description_len"] = df["description"].str.split().str.len() title_len_fig = plt.figure() df.boxplot(column=['title_len']) From 2717fc0f7d954c429f38550a6e7aa8ba5cf0d72c Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 16 Oct 2020 14:56:48 +0200 Subject: [PATCH 23/86] use config for tranformer model --- src/classifier/Lighning/BertDataSet.py | 62 ------------- .../Lighning/FullTextBertModelLighting.py | 51 ----------- .../PytorchTransformer/BertDataSet.py | 70 +++++++++++++++ .../FullTextBertModelLighting.py | 46 ++++++++++ .../PyTorchTransformerLighning.py | 87 ++++++++----------- .../config/PytorchTransformerConfig.py | 64 ++++++++++++++ 6 files changed, 217 insertions(+), 163 deletions(-) delete mode 100644 src/classifier/Lighning/BertDataSet.py delete mode 100644 src/classifier/Lighning/FullTextBertModelLighting.py create mode 100644 src/classifier/PytorchTransformer/BertDataSet.py create mode 100644 src/classifier/PytorchTransformer/FullTextBertModelLighting.py rename src/classifier/{Lighning => PytorchTransformer}/PyTorchTransformerLighning.py (57%) create mode 100644 src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py diff --git a/src/classifier/Lighning/BertDataSet.py b/src/classifier/Lighning/BertDataSet.py deleted file mode 100644 index faa952e..0000000 --- a/src/classifier/Lighning/BertDataSet.py +++ /dev/null @@ -1,62 +0,0 @@ -import torch -from torch.utils.data import Dataset - - -class BertDataSet(Dataset): - - def __init__(self, df, max_len, tokenizer_short, tokenizer_long): - self.titles = df["title"].values - self.descriptions = df["description"].values - self.labels = torch.tensor(df["label"].values) - - self.max_len = max_len - self.tokenizer_short = tokenizer_short - self.tokenizer_long = tokenizer_long - - def __len__(self): - return len(self.labels) - - def __getitem__(self, idx): - title_ids, title_mask = self.preprocessing_for_bert(self.titles[idx], self.tokenizer_short) - desc_ids, desc_mask = self.preprocessing_for_bert(self.titles[idx], self.tokenizer_long) - sample = {'title_input_ids': title_ids, 'title_attention_mask': title_mask, 'description_input_ids': desc_ids, 'description_attention_mask': desc_mask, "label": self.labels[idx]} - - return sample - - def preprocessing_for_bert(self, data, tokenizer): - """Perform required preprocessing steps for pretrained BERT. - @param data (np.array): Array of texts to be processed. - @return input_ids (torch.Tensor): Tensor of token ids to be fed to a model. - @return attention_masks (torch.Tensor): Tensor of indices specifying which - tokens should be attended to by the model. - """ - # Create empty lists to store outputs - input_ids = [] - attention_masks = [] - - # `encode_plus` will: - # (1) Tokenize the sentence - # (2) Add the `[CLS]` and `[SEP]` token to the start and end - # (3) Truncate/Pad sentence to max length - # (4) Map tokens to their IDs - # (5) Create attention mask - # (6) Return a dictionary of outputs - encoded_sent = tokenizer.encode_plus( - truncation=True, - text=data, # Preprocess sentence - add_special_tokens=True, # Add `[CLS]` and `[SEP]` - max_length=self.max_len, # Max length to truncate/pad - pad_to_max_length=True, # Pad sentence to max length - # return_tensors='pt', # Return PyTorch tensor - return_attention_mask=True # Return attention mask - ) - - # Add the outputs to the lists - input_ids = encoded_sent.get('input_ids') - attention_masks = encoded_sent.get('attention_mask') - - # Convert lists to tensors - input_ids = torch.tensor(input_ids) - attention_masks = torch.tensor(attention_masks) - - return input_ids, attention_masks diff --git a/src/classifier/Lighning/FullTextBertModelLighting.py b/src/classifier/Lighning/FullTextBertModelLighting.py deleted file mode 100644 index f58df4c..0000000 --- a/src/classifier/Lighning/FullTextBertModelLighting.py +++ /dev/null @@ -1,51 +0,0 @@ -import pandas as pd -import torch -from pytorch_lightning import Trainer -from sklearn.model_selection import train_test_split -from torch.utils.data import DataLoader -from transformers import AutoTokenizer, AutoModel - -from src.classifier.Lighning.BertDataSet import BertDataSet -from src.classifier.Lighning.PyTorchTransformerLighning import PyTorchTransformerLightning -from src.classifier.interfaces.MLModelInterface import MlModelInterface -from src.entity.LabeledTenderCollection import LabelledTenderCollection -from pytorch_lightning.loggers import TensorBoardLogger - -class FullTextBertModelLightning(MlModelInterface): - - def __init__(self): - self.tokenizerLong = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") - self.modelLong = AutoModel.from_pretrained("bert-base-multilingual-uncased") - self.tokenizerShort = AutoTokenizer.from_pretrained("distilbert-base-uncased") - self.modelShort = AutoModel.from_pretrained("distilbert-base-uncased") - self.max_len = 16 - self.batch_size = 4 - self.evaluation = True - self.loss_fn = torch.nn.CrossEntropyLoss() - - def classify(self, tenders): - pass - - def train(self, labelled_tenders): - labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - logger = TensorBoardLogger('tb_logs', name='FullTextBertModelLightning') - - training_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_original_language_entity_description(), "label": labelled_tenders_collection.get_labels()}) - training_df = training_df.dropna() - - train_df, val_df = train_test_split(training_df, test_size=0.1) - - # Create the DataLoader for our training set - train_data = BertDataSet(train_df, self.max_len, self.tokenizerShort, self.tokenizerLong) - train_dataloader = DataLoader(train_data, batch_size=self.batch_size) - - # Create the DataLoader for our validation set - val_data = BertDataSet(val_df, self.max_len, self.tokenizerShort, self.tokenizerLong) - val_dataloader = DataLoader(val_data, batch_size=self.batch_size) - - model = PyTorchTransformerLightning(self.modelShort, self.modelLong, False, total_steps=self.batch_size*len(train_dataloader)) - trainer = Trainer(gradient_clip_val=1.0, gpus=1, max_epochs=4, logger=logger) - trainer.fit(model, train_dataloader, val_dataloader) - - def create_new_model(self): - pass diff --git a/src/classifier/PytorchTransformer/BertDataSet.py b/src/classifier/PytorchTransformer/BertDataSet.py new file mode 100644 index 0000000..db342f8 --- /dev/null +++ b/src/classifier/PytorchTransformer/BertDataSet.py @@ -0,0 +1,70 @@ +import torch +from torch.utils.data import Dataset + +from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig + + +class BertDataSet(Dataset): + + def __init__(self, df, config: PytorchTransformerConfig): + self.titles = df["title"].values + self.descriptions = df["description"].values + self.labels = torch.tensor(df["label"].values) + + self.config = config + + def __len__(self): + return len(self.labels) + + def __getitem__(self, idx): + + title = self.titles[idx] + desc = self.descriptions[idx] + + if self.config.truncate: + title = self.truncate(title, self.config.max_len_title) + desc = self.truncate(desc, self.config.max_len_desc) + + title_ids, title_mask, desc_ids, desc_mask = ([], [], [], []) + + if self.config.use_title: + title_ids, title_mask = self.preprocessing_for_bert(title, self.config.tokenizer_title, self.config.max_len_title) + + if self.config.use_desc: + desc_ids, desc_mask = self.preprocessing_for_bert(desc, self.config.tokenizer_desc, self.config.max_len_desc) + + sample = {'title_input_ids': title_ids, 'title_attention_mask': title_mask, 'description_input_ids': desc_ids, 'description_attention_mask': desc_mask, "label": self.labels[idx]} + + return sample + + def preprocessing_for_bert(self, data, tokenizer, max_len): + encoded_sent = tokenizer.encode_plus( + truncation=True, + text=data, # Preprocess sentence + add_special_tokens=True, # Add `[CLS]` and `[SEP]` + max_length=max_len, # Max length to truncate/pad + pad_to_max_length=True, # Pad sentence to max length + # return_tensors='pt', # Return PyTorch tensor + return_attention_mask=True # Return attention mask + ) + + # Add the outputs to the lists + input_ids = encoded_sent.get('input_ids') + attention_masks = encoded_sent.get('attention_mask') + + # Convert lists to tensors + input_ids = torch.tensor(input_ids) + attention_masks = torch.tensor(attention_masks) + + return input_ids, attention_masks + + def truncate(self, text, max_len): + splitted = text.split() + + if len(splitted) <= max_len: + return text + + first_part = splitted[:129] + second_part = splitted[-383:] + retstr = "".join(first_part) + " " + " ".join(second_part) + return retstr diff --git a/src/classifier/PytorchTransformer/FullTextBertModelLighting.py b/src/classifier/PytorchTransformer/FullTextBertModelLighting.py new file mode 100644 index 0000000..61e4cf5 --- /dev/null +++ b/src/classifier/PytorchTransformer/FullTextBertModelLighting.py @@ -0,0 +1,46 @@ +import pandas as pd +from pytorch_lightning import Trainer +from sklearn.model_selection import train_test_split +from torch.utils.data import DataLoader +from pytorch_lightning.loggers import WandbLogger + +from src.classifier.PytorchTransformer.BertDataSet import BertDataSet +from src.classifier.PytorchTransformer.PyTorchTransformerLighning import PyTorchTransformerLightning +from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig +from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.entity.LabeledTenderCollection import LabelledTenderCollection + + +class FullTextBertModelLightning(MlModelInterface): + + def __init__(self): + self.config: PytorchTransformerConfig = PytorchTransformerConfig.description_only() + + def classify(self, tenders): + pass + + def train(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + training_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), + "description": labelled_tenders_collection.get_original_language_entity_description(), + "label": labelled_tenders_collection.get_labels()}) + training_df = training_df.dropna() + + train_df, val_df = train_test_split(training_df, test_size=0.1) + + # Create the DataLoader for our training set + train_data = BertDataSet(train_df, self.config) + train_dataloader = DataLoader(train_data, batch_size=self.config.batch_size, num_workers=6) + + # Create the DataLoader for our validation set + val_data = BertDataSet(val_df, self.config) + val_dataloader = DataLoader(val_data, batch_size=self.config.batch_size, num_workers=6) + + model = PyTorchTransformerLightning(self.config, total_steps=self.config.batch_size * len(train_dataloader)) + wandb_logger = WandbLogger() + trainer = Trainer(gradient_clip_val=1.0, gpus=1, max_epochs=self.config.epochs, logger=wandb_logger) + trainer.fit(model, train_dataloader, val_dataloader) + + def create_new_model(self): + pass diff --git a/src/classifier/Lighning/PyTorchTransformerLighning.py b/src/classifier/PytorchTransformer/PyTorchTransformerLighning.py similarity index 57% rename from src/classifier/Lighning/PyTorchTransformerLighning.py rename to src/classifier/PytorchTransformer/PyTorchTransformerLighning.py index b6f3c1e..b9d4741 100644 --- a/src/classifier/Lighning/PyTorchTransformerLighning.py +++ b/src/classifier/PytorchTransformer/PyTorchTransformerLighning.py @@ -3,18 +3,16 @@ from pytorch_lightning import LightningModule from transformers import AdamW, get_linear_schedule_with_warmup +from src.classifier.PytorchTransformer.config import PytorchTransformerConfig + class PyTorchTransformerLightning(LightningModule): - """Bert Model for Classification Tasks. - """ - - def __init__(self, modelShort, modelLong, freeze_bert=False, total_steps=0): - """ - @param bert: a BertModel object - @param classifier: a torch.nn.Module classifier - @param freeze_bert (bool): Set `False` to fine-tune the BERT model - """ + + def __init__(self, config: PytorchTransformerConfig, total_steps=0): super(PyTorchTransformerLightning, self).__init__() + + self.config = config + # Specify hidden size of BERT, hidden size of our classifier, and number of labels D_in, H, D_out = 768, 50, 2 @@ -22,23 +20,28 @@ def __init__(self, modelShort, modelLong, freeze_bert=False, total_steps=0): self.total_steps = total_steps # Instantiate BERT model - self.bertTitles = modelLong - self.bertDescriptions = modelLong + self.model_title = config.model_title if config.model_title is not None else self.empty_model + self.model_desc = config.model_desc if config.model_desc is not None else self.empty_model # Instantiate an one-layer feed-forward classifier self.classifier = nn.Sequential( - nn.Linear(D_in * 2, H), + nn.Linear(D_in * self.config.num_models, H), nn.ReLU(), nn.Dropout(0.1), nn.Linear(H, D_out) ) # Freeze the BERT model - if freeze_bert: - for param in self.bertTitles.parameters(): - param.requires_grad = False - for param in self.bertDescriptions.parameters(): - param.requires_grad = False + if config.freeze_bert: + if config.model_title is not None: + for param in self.model_title.parameters(): + param.requires_grad = False + if config.model_desc is not None: + for param in self.model_desc.parameters(): + param.requires_grad = False + + def empty_model(self, input_ids, attention_mask): + return None def configure_optimizers(self): optimizer = AdamW(self.parameters(), @@ -53,26 +56,19 @@ def configure_optimizers(self): return [optimizer], [scheduler] def forward(self, title_input_ids, title_attention_masks, description_input_ids, description_attention_masks): - """ - Feed input to BERT and the classifier to compute logits. - @param input_ids (torch.Tensor): an input tensor with shape (batch_size, - max_length) - @param attention_mask (torch.Tensor): a tensor that hold attention mask - information with shape (batch_size, max_length) - @return logits (torch.Tensor): an output tensor with shape (batch_size, - num_labels) - """ # Feed input to BERT - outputsTitles = self.bertTitles(input_ids=title_input_ids, - attention_mask=title_attention_masks) - - outputsDescriptions = self.bertDescriptions(input_ids=description_input_ids, - attention_mask=description_attention_masks) + outputs_titles = self.model_title(input_ids=title_input_ids, attention_mask=title_attention_masks) + outputs_descs = self.model_desc(input_ids=description_input_ids, attention_mask=description_attention_masks) - concat_output = torch.cat((outputsTitles[0][:, 0, :], outputsDescriptions[0][:, 0, :]), dim=1) + if self.config.use_title is False: + output = outputs_descs[0][:, 0, :] + elif self.config.use_desc is False: + output = outputs_titles[0][:, 0, :] + else: + output = torch.cat((outputs_titles[0][:, 0, :], outputs_descs[0][:, 0, :]), dim=1) # Feed input to classifier to compute logits - logits = self.classifier(concat_output) + logits = self.classifier(output) return logits @@ -83,7 +79,8 @@ def training_step(self, batch, batch_idx): description_attention_masks = batch["description_attention_mask"] labels = batch["label"] # Perform a forward pass. This will return logits. - logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) + logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, + description_attention_masks) # identifying number of correct predections in a given batch correct = logits.argmax(dim=1).eq(labels).sum().item() @@ -95,13 +92,7 @@ def training_step(self, batch, batch_idx): loss = self.loss_fn(logits, labels) logs = {'train_loss': loss} - self.logger.experiment.add_scalar(f"Training -> Epoch {self.current_epoch}: Loss/Batch", - loss, - batch_idx) - - self.logger.experiment.add_scalar(f"Training -> Epoch {self.current_epoch}: Accuracy/Batch", - correct / total, - batch_idx) + self.logger.log_metrics({"Test Accuracy": correct / total, "Test Loss": loss}) return {'loss': loss, 'logs': logs, @@ -117,22 +108,17 @@ def validation_step(self, batch, batch_idx): labels = batch["label"] # Perform a forward pass. This will return logits. - logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) + logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, + description_attention_masks) # Compute loss and accumulate the loss values loss = self.loss_fn(logits, labels) - #Compute the accuracy + # Compute the accuracy preds = torch.argmax(logits, dim=1).flatten() accuracy = torch.tensor((preds == labels).cpu().numpy().mean() * 100) - self.logger.experiment.add_scalar(f"Validation -> Epoch {self.current_epoch}: Loss/Batch", - loss, - batch_idx) - - self.logger.experiment.add_scalar(f"Validation -> Epoch {self.current_epoch}: Accuracy/Batch", - accuracy, - batch_idx) + self.logger.log_metrics({"Val Accuracy": accuracy, "Val Loss": loss}) return {'loss': loss, 'acc': accuracy} @@ -142,5 +128,6 @@ def validation_end(self, outputs): tensorboard_logs = {'val_loss': avg_loss, 'avg_val_acc': avg_val_acc} print(f'Accuracy: {avg_val_acc}') + self.logger.log_metrics({"Epoch Val Accuracy": avg_val_acc, "Epoch Val Loss": avg_loss}) return {'avg_val_loss': avg_loss, 'logs': tensorboard_logs} diff --git a/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py b/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py new file mode 100644 index 0000000..9a9ee08 --- /dev/null +++ b/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py @@ -0,0 +1,64 @@ +from transformers import AutoTokenizer, AutoModel + + +class PytorchTransformerConfig: + + def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title=512, max_len_desc=512, + batch_size=32, epochs=20, truncate=False, use_title=True, use_description=True, freeze_bert=True): + self.tokenizer_title = tokenizer_title + self.tokenizer_desc = tokenizer_desc + self.model_title = model_title + self.model_desc = model_desc + self.max_len_title = max_len_title + self.max_len_desc = max_len_desc + self.batch_size = batch_size + self.epochs = epochs + self.truncate = truncate + self.use_title = use_title + self.use_desc = use_description + self.freeze_bert = freeze_bert + + if self.use_desc is False: + self.model_desc = None + self.tokenizer_desc = None + + if self.use_title is False: + self.model_title = None + self.tokenizer_title = None + + self.num_models = 2 if (self.use_title and self.use_desc) else 1 + + @classmethod + def standard_model(cls): + tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") + model_desc = AutoModel.from_pretrained("bert-base-multilingual-uncased") + tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-uncased") + model_title = AutoModel.from_pretrained("distilbert-base-uncased") + max_len_title = 75 + max_len_desc = 512 + batch_size = 32 + epochs = 20 + + return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, + max_len_desc, batch_size, epochs) + + @classmethod + def xlm_model(cls): + tokenizer_desc = AutoTokenizer.from_pretrained("xlm-roberta-base") + model_desc = AutoModel.from_pretrained("xlm-roberta-base") + tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-cased") + model_title = AutoModel.from_pretrained("distilbert-base-cased") + max_len_title = 75 + max_len_desc = 512 + batch_size = 32 + epochs = 20 + + return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, + max_len_desc, batch_size, epochs) + + @classmethod + def description_only(cls): + tokenizer = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") + model = AutoModel.from_pretrained("bert-base-multilingual-uncased") + + return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=128) From 213d3e9a4a611317891d8a7e7af069ef7d6259c1 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 16 Oct 2020 14:57:31 +0200 Subject: [PATCH 24/86] refactor old pytorch transformer model --- src/classifier/{ => old}/pytorchModells/FullTextBertModel.py | 4 ++-- src/classifier/{ => old}/pytorchModells/PyTorchTransformer.py | 0 src/config.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) rename src/classifier/{ => old}/pytorchModells/FullTextBertModel.py (98%) rename src/classifier/{ => old}/pytorchModells/PyTorchTransformer.py (100%) diff --git a/src/classifier/pytorchModells/FullTextBertModel.py b/src/classifier/old/pytorchModells/FullTextBertModel.py similarity index 98% rename from src/classifier/pytorchModells/FullTextBertModel.py rename to src/classifier/old/pytorchModells/FullTextBertModel.py index 87749ce..f8f1c43 100644 --- a/src/classifier/pytorchModells/FullTextBertModel.py +++ b/src/classifier/old/pytorchModells/FullTextBertModel.py @@ -4,11 +4,11 @@ import torch from sklearn.model_selection import train_test_split from torch.utils.data import TensorDataset, RandomSampler, DataLoader, SequentialSampler -from transformers import DistilBertModel, DistilBertTokenizer, AutoTokenizer, AutoModel +from transformers import AutoTokenizer, AutoModel from transformers import AdamW, get_linear_schedule_with_warmup from src.classifier.interfaces.MLModelInterface import MlModelInterface -from src.classifier.pytorchModells.PyTorchTransformer import PyTorchTransformer +from src.classifier.old.pytorchModells.PyTorchTransformer import PyTorchTransformer from src.entity.LabeledTenderCollection import LabelledTenderCollection class FullTextBertModel(MlModelInterface): diff --git a/src/classifier/pytorchModells/PyTorchTransformer.py b/src/classifier/old/pytorchModells/PyTorchTransformer.py similarity index 100% rename from src/classifier/pytorchModells/PyTorchTransformer.py rename to src/classifier/old/pytorchModells/PyTorchTransformer.py diff --git a/src/config.py b/src/config.py index 2601882..235b922 100644 --- a/src/config.py +++ b/src/config.py @@ -2,7 +2,7 @@ import os import sys -from src.classifier.Lighning.FullTextBertModelLighting import FullTextBertModelLightning +from src.classifier.PytorchTransformer.FullTextBertModelLighting import FullTextBertModelLightning sys.path.append(os.getcwd()[:os.getcwd().index('src')]) From 413253184a77f406b56d5e41a41e361d3fdbfc4a Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 16 Oct 2020 15:00:52 +0200 Subject: [PATCH 25/86] rm old pytorch model withoud pytorch-lightning --- .../old/pytorchModells/FullTextBertModel.py | 251 ------------------ .../old/pytorchModells/PyTorchTransformer.py | 59 ---- 2 files changed, 310 deletions(-) delete mode 100644 src/classifier/old/pytorchModells/FullTextBertModel.py delete mode 100644 src/classifier/old/pytorchModells/PyTorchTransformer.py diff --git a/src/classifier/old/pytorchModells/FullTextBertModel.py b/src/classifier/old/pytorchModells/FullTextBertModel.py deleted file mode 100644 index f8f1c43..0000000 --- a/src/classifier/old/pytorchModells/FullTextBertModel.py +++ /dev/null @@ -1,251 +0,0 @@ -import time - -import pandas as pd -import torch -from sklearn.model_selection import train_test_split -from torch.utils.data import TensorDataset, RandomSampler, DataLoader, SequentialSampler -from transformers import AutoTokenizer, AutoModel -from transformers import AdamW, get_linear_schedule_with_warmup - -from src.classifier.interfaces.MLModelInterface import MlModelInterface -from src.classifier.old.pytorchModells.PyTorchTransformer import PyTorchTransformer -from src.entity.LabeledTenderCollection import LabelledTenderCollection - -class FullTextBertModel(MlModelInterface): - - def __init__(self): - # Load the BERT tokenizer - self.tokenizerLong = AutoTokenizer.from_pretrained("allenai/longformer-base-4096") - self.modelLong = AutoModel.from_pretrained("allenai/longformer-base-4096") - self.tokenizerShort = AutoTokenizer.from_pretrained("distilbert-base-uncased") - self.modelShort = AutoModel.from_pretrained("distilbert-base-uncased") - self.max_len = 128 - self.batch_size = 32 - self.epochs = 4 - self.evaluation = True - self.loss_fn = torch.nn.CrossEntropyLoss() - - - if torch.cuda.is_available(): - self.device = torch.device("cuda") - print(f'There are {torch.cuda.device_count()} GPU(s) available.') - print('Device name:', torch.cuda.get_device_name(0)) - else: - print('No GPU available, using the CPU instead.') - self.device = torch.device("cpu") - - def classify(self, tenders): - pass - - def train(self, labelled_tenders): - torch.cuda.empty_cache() - labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - - training_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) - - X = training_df["title"].values - y = training_df["label"].values - X_train, X_val, y_train, y_val = train_test_split(X, y, test_size=0.1) - - print("Tokenizing data...") - train_inputs, train_masks = self.preprocessing_for_bert(X_train) - val_inputs, val_masks = self.preprocessing_for_bert(X_val) - - # Convert other data types to torch.Tensor - train_labels = torch.tensor(y_train) - val_labels = torch.tensor(y_val) - - # Create the DataLoader for our training set - train_data = TensorDataset(train_inputs, train_masks, train_labels) - train_sampler = RandomSampler(train_data) - train_dataloader = DataLoader(train_data, sampler=train_sampler, batch_size=self.batch_size) - - # Create the DataLoader for our validation set - val_data = TensorDataset(val_inputs, val_masks, val_labels) - val_sampler = SequentialSampler(val_data) - val_dataloader = DataLoader(val_data, sampler=val_sampler, batch_size=self.batch_size) - - #train - # Instantiate Bert Classifier - bert_classifier = PyTorchTransformer(modelLong=self.modelLong, modelShort=self.modelShort, freeze_bert=True) - - # Tell PyTorch to run the model on GPU - bert_classifier.to(self.device) - - # Create the optimizer - optimizer = AdamW(bert_classifier.parameters(), - lr=5e-5, # Default learning rate - eps=1e-8 # Default epsilon value - ) - - # Total number of training steps - total_steps = len(train_dataloader) * self.epochs - - # Set up the learning rate scheduler - scheduler = get_linear_schedule_with_warmup(optimizer, - num_warmup_steps=0, # Default value - num_training_steps=total_steps) - - # Start training loop - print("Start training...\n") - for epoch_i in range(self.epochs): - # ======================================= - # Training - # ======================================= - # Print the header of the result table - print( - f"{'Epoch':^7} | {'Batch':^7} | {'Train Loss':^12} | {'Val Loss':^10} | {'Val Acc':^9} | {'Elapsed':^9}") - print("-" * 70) - - # Measure the elapsed time of each epoch - t0_epoch, t0_batch = time.time(), time.time() - - # Reset tracking variables at the beginning of each epoch - total_loss, batch_loss, batch_counts = 0, 0, 0 - - # Put the model into the training mode - bert_classifier.train() - - # For each batch of training data... - for step, batch in enumerate(train_dataloader): - batch_counts += 1 - # Load batch to GPU - b_input_ids, b_attn_mask, b_labels = tuple(t.to(self.device) for t in batch) - - # Zero out any previously calculated gradients - bert_classifier.zero_grad() - - # Perform a forward pass. This will return logits. - logits = bert_classifier(b_input_ids, b_attn_mask) - - # Compute loss and accumulate the loss values - loss = self.loss_fn(logits, b_labels) - batch_loss += loss.item() - total_loss += loss.item() - - # Perform a backward pass to calculate gradients - loss.backward() - - # Clip the norm of the gradients to 1.0 to prevent "exploding gradients" - torch.nn.utils.clip_grad_norm_(bert_classifier.parameters(), 1.0) - - # Update parameters and the learning rate - optimizer.step() - scheduler.step() - - # Print the loss values and time elapsed for every 20 batches - if (step % 20 == 0 and step != 0) or (step == len(train_dataloader) - 1): - # Calculate time elapsed for 20 batches - time_elapsed = time.time() - t0_batch - - # Print training results - print( - f"{epoch_i + 1:^7} | {step:^7} | {batch_loss / batch_counts:^12.6f} | {'-':^10} | {'-':^9} | {time_elapsed:^9.2f}") - - # Reset batch tracking variables - batch_loss, batch_counts = 0, 0 - t0_batch = time.time() - - # Calculate the average loss over the entire training data - avg_train_loss = total_loss / len(train_dataloader) - - print("-" * 70) - # ======================================= - # Evaluation - # ======================================= - if self.evaluation == True: - # After the completion of each training epoch, measure the model's performance - # on our validation set. - val_loss, val_accuracy = self.evaluate(bert_classifier, val_dataloader) - - # Print performance over the entire training data - time_elapsed = time.time() - t0_epoch - - print( - f"{epoch_i + 1:^7} | {'-':^7} | {avg_train_loss:^12.6f} | {val_loss:^10.6f} | {val_accuracy:^9.2f} | {time_elapsed:^9.2f}") - print("-" * 70) - print("\n") - - print("Training complete!") - - def evaluate(self, model, val_dataloader): - """After the completion of each training epoch, measure the model's performance - on our validation set. - """ - # Put the model into the evaluation mode. The dropout layers are disabled during - # the test time. - model.eval() - - # Tracking variables - val_accuracy = [] - val_loss = [] - - # For each batch in our validation set... - for batch in val_dataloader: - # Load batch to GPU - b_input_ids, b_attn_mask, b_labels = tuple(t.to(self.device) for t in batch) - - # Compute logits - with torch.no_grad(): - logits = model(b_input_ids, b_attn_mask) - - # Compute loss - loss = self.loss_fn(logits, b_labels) - val_loss.append(loss.item()) - - # Get the predictions - preds = torch.argmax(logits, dim=1).flatten() - - # Calculate the accuracy rate - accuracy = (preds == b_labels).cpu().numpy().mean() * 100 - val_accuracy.append(accuracy) - - # Compute the average accuracy and loss over the validation set. - val_loss = pd.np.mean(val_loss) - val_accuracy = pd.np.mean(val_accuracy) - - return val_loss, val_accuracy - - def create_new_model(self): - pass - - # Create a function to tokenize a set of texts - def preprocessing_for_bert(self, data): - """Perform required preprocessing steps for pretrained BERT. - @param data (np.array): Array of texts to be processed. - @return input_ids (torch.Tensor): Tensor of token ids to be fed to a model. - @return attention_masks (torch.Tensor): Tensor of indices specifying which - tokens should be attended to by the model. - """ - # Create empty lists to store outputs - input_ids = [] - attention_masks = [] - - # For every sentence... - for text in data: - # `encode_plus` will: - # (1) Tokenize the sentence - # (2) Add the `[CLS]` and `[SEP]` token to the start and end - # (3) Truncate/Pad sentence to max length - # (4) Map tokens to their IDs - # (5) Create attention mask - # (6) Return a dictionary of outputs - encoded_sent = self.tokenizerShort.encode_plus( - truncation=True, - text=text, # Preprocess sentence - add_special_tokens=True, # Add `[CLS]` and `[SEP]` - max_length=self.max_len, # Max length to truncate/pad - pad_to_max_length=True, # Pad sentence to max length - # return_tensors='pt', # Return PyTorch tensor - return_attention_mask=True # Return attention mask - ) - - # Add the outputs to the lists - input_ids.append(encoded_sent.get('input_ids')) - attention_masks.append(encoded_sent.get('attention_mask')) - - # Convert lists to tensors - input_ids = torch.tensor(input_ids) - attention_masks = torch.tensor(attention_masks) - - return input_ids, attention_masks diff --git a/src/classifier/old/pytorchModells/PyTorchTransformer.py b/src/classifier/old/pytorchModells/PyTorchTransformer.py deleted file mode 100644 index 423c4a0..0000000 --- a/src/classifier/old/pytorchModells/PyTorchTransformer.py +++ /dev/null @@ -1,59 +0,0 @@ -import torch -import torch.nn as nn - - -# Create the BertClassfier class -class PyTorchTransformer(nn.Module): - """Bert Model for Classification Tasks. - """ - - def __init__(self, modelLong, modelShort, freeze_bert=False): - """ - @param bert: a BertModel object - @param classifier: a torch.nn.Module classifier - @param freeze_bert (bool): Set `False` to fine-tune the BERT model - """ - super(PyTorchTransformer, self).__init__() - # Specify hidden size of BERT, hidden size of our classifier, and number of labels - D_in, H, D_out = 768, 50, 2 - - # Instantiate BERT model - self.bertTitles = modelShort - self.bertDescriptions = modelShort - - # Instantiate an one-layer feed-forward classifier - self.classifier = nn.Sequential( - nn.Linear(D_in*2, H), - nn.ReLU(), - ##nn.Dropout(0.5), - nn.Linear(H, D_out) - ) - - # Freeze the BERT model - if freeze_bert: - for param in self.bertTitles.parameters(): - param.requires_grad = False - - def forward(self, input_ids, attention_mask): - """ - Feed input to BERT and the classifier to compute logits. - @param input_ids (torch.Tensor): an input tensor with shape (batch_size, - max_length) - @param attention_mask (torch.Tensor): a tensor that hold attention mask - information with shape (batch_size, max_length) - @return logits (torch.Tensor): an output tensor with shape (batch_size, - num_labels) - """ - # Feed input to BERT - outputsTitles = self.bertTitles(input_ids=input_ids, - attention_mask=attention_mask) - - outputsDescriptions= self.bertTitles(input_ids=input_ids, - attention_mask=attention_mask) - - concat_output = torch.cat((outputsTitles[0][:, 0, :], outputsDescriptions[0][:, 0, :]), dim=1) - - # Feed input to classifier to compute logits - logits = self.classifier(concat_output) - - return logits \ No newline at end of file From 5dc1544a58417fecec0123fc7b3e06c84feefad9 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 16 Oct 2020 15:03:52 +0200 Subject: [PATCH 26/86] refactoring --- ...llTextBertModelLighting.py => FullTextTransformerModel.py} | 4 ++-- ...chTransformerLighning.py => PyTorchLighningTransformer.py} | 0 src/config.py | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) rename src/classifier/{PytorchTransformer/FullTextBertModelLighting.py => FullTextTransformerModel.py} (92%) rename src/classifier/PytorchTransformer/{PyTorchTransformerLighning.py => PyTorchLighningTransformer.py} (100%) diff --git a/src/classifier/PytorchTransformer/FullTextBertModelLighting.py b/src/classifier/FullTextTransformerModel.py similarity index 92% rename from src/classifier/PytorchTransformer/FullTextBertModelLighting.py rename to src/classifier/FullTextTransformerModel.py index 61e4cf5..9d5122e 100644 --- a/src/classifier/PytorchTransformer/FullTextBertModelLighting.py +++ b/src/classifier/FullTextTransformerModel.py @@ -5,13 +5,13 @@ from pytorch_lightning.loggers import WandbLogger from src.classifier.PytorchTransformer.BertDataSet import BertDataSet -from src.classifier.PytorchTransformer.PyTorchTransformerLighning import PyTorchTransformerLightning +from src.classifier.PytorchTransformer.PyTorchLighningTransformer import PyTorchTransformerLightning from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig from src.classifier.interfaces.MLModelInterface import MlModelInterface from src.entity.LabeledTenderCollection import LabelledTenderCollection -class FullTextBertModelLightning(MlModelInterface): +class FullTextTransformerModel(MlModelInterface): def __init__(self): self.config: PytorchTransformerConfig = PytorchTransformerConfig.description_only() diff --git a/src/classifier/PytorchTransformer/PyTorchTransformerLighning.py b/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py similarity index 100% rename from src/classifier/PytorchTransformer/PyTorchTransformerLighning.py rename to src/classifier/PytorchTransformer/PyTorchLighningTransformer.py diff --git a/src/config.py b/src/config.py index 235b922..8e6e7d9 100644 --- a/src/config.py +++ b/src/config.py @@ -2,7 +2,7 @@ import os import sys -from src.classifier.PytorchTransformer.FullTextBertModelLighting import FullTextBertModelLightning +from src.classifier.FullTextTransformerModel import FullTextTransformerModel sys.path.append(os.getcwd()[:os.getcwd().index('src')]) @@ -11,7 +11,7 @@ from src.service.Trainer import Trainer # TODO: select the Machine Learning model -tender_model = FullTextBertModelLightning() +tender_model = FullTextTransformerModel() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) From 198e6d84c08aacf963d68aa72f4104a1b4bf90e7 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sun, 18 Oct 2020 14:59:12 +0200 Subject: [PATCH 27/86] updated persitence json parsing --- .gitignore | 2 ++ src/entity/Tender.py | 21 ++++++++++++++------ src/entity/TenderLanguageEntity.py | 12 ++++++++++++ src/fetcher/Fetcher.py | 4 +++- src/fetcher/ted/TedExtractor.py | 28 ++++++++++++++------------- src/persistence/Persistence.py | 4 ++-- src/service/Trainer.py | 31 ++++++++++++++---------------- 7 files changed, 63 insertions(+), 39 deletions(-) diff --git a/.gitignore b/.gitignore index 5eff381..beb078d 100644 --- a/.gitignore +++ b/.gitignore @@ -7,3 +7,5 @@ runs/ scikit_model cache_dir/ __pycache__/ +wandb/ +src.iml \ No newline at end of file diff --git a/src/entity/Tender.py b/src/entity/Tender.py index 9fa388b..5afd6d8 100644 --- a/src/entity/Tender.py +++ b/src/entity/Tender.py @@ -12,16 +12,21 @@ class Tender: @classmethod def from_json_dict(cls, serialized_dict): id = serialized_dict["id"] + original_lang = serialized_dict["original_lang"] cpvs = serialized_dict["cpvs"] lang_entities = {} + + serialized_original_lang_entity = serialized_dict["original_lang_entity"] + original_lang_entity = TenderLanguageEntity.from_json_dict(serialized_original_lang_entity) + for e in serialized_dict["languageentities"]: - lang_entry = TenderLanguageEntity(e["title"], e["description"]) + lang_entry = TenderLanguageEntity(e["title"], e["description"], e["link"]) lang_entities[e["language"]] = lang_entry - return cls(id, cpvs, lang_entities) + return cls(id, cpvs, lang_entities, original_lang, original_lang_entity) - def __init__(self, id: str, cpvs: List[str], lang_entities=None): - self.original_lang = None - self.original_lang_entity: TenderLanguageEntity = None + def __init__(self, id: str, cpvs: List[str], lang_entities=None, original_lang=None, original_lang_entity=None): + self.original_lang = original_lang + self.original_lang_entity: TenderLanguageEntity = original_lang_entity self.id = id self.cpvs = cpvs if lang_entities is None: @@ -45,8 +50,12 @@ def get_description(self, language): return self.lang_entities[language].description def get_dict(self): - contract = {"id": self.id, "cpvs": list(self.cpvs)} + contract = {"id": self.id, "cpvs": list(self.cpvs), "original_lang": self.original_lang} lang_list = [] + + original_lang_entity = self.original_lang_entity.get_dict() + contract["original_lang_entity"] = original_lang_entity + for k, v in self.lang_entities.items(): lang_entry = {"language": k, "title": v.title, "description": v.description, "link": v.link} lang_list.append(lang_entry) diff --git a/src/entity/TenderLanguageEntity.py b/src/entity/TenderLanguageEntity.py index 7d20a80..c02d3cd 100644 --- a/src/entity/TenderLanguageEntity.py +++ b/src/entity/TenderLanguageEntity.py @@ -7,3 +7,15 @@ def __init__(self, title: str, description: str, link: str): self.title: str = title self.description: str = description self.link: str = link + + @classmethod + def from_json_dict(cls, serialized_dict): + title = serialized_dict["title"] + description = serialized_dict["description"] + link = serialized_dict["link"] + + return cls(title, description, link) + + def get_dict(self): + lang_entity = {"title": self.title, "description": self.description, "link": self.link} + return lang_entity diff --git a/src/fetcher/Fetcher.py b/src/fetcher/Fetcher.py index 0373913..15b4254 100644 --- a/src/fetcher/Fetcher.py +++ b/src/fetcher/Fetcher.py @@ -1,4 +1,6 @@ from typing import List + +from src.entity.Tender import Tender from src.fetcher.ted.TedFetcher import TedFetcher @@ -11,6 +13,6 @@ class Fetcher: def __init__(self): self.ted_fetcher = TedFetcher() - def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0): + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0) -> List[Tender]: return self.ted_fetcher.get(count, load_documents, search_criteria, languages, page_offset) diff --git a/src/fetcher/ted/TedExtractor.py b/src/fetcher/ted/TedExtractor.py index 14b3096..ba0c268 100644 --- a/src/fetcher/ted/TedExtractor.py +++ b/src/fetcher/ted/TedExtractor.py @@ -45,35 +45,37 @@ def extract(self, xml_doc: Soup, languages: List[str]): self.tender = Tender(tender_id, tender_cpvs) - #extract original + # extract original try: # extract original original_section = xml_doc.findAll(attrs={"CATEGORY": "ORIGINAL"}) original_language = original_section[0]['LG'] - #extract original title + # extract original title original_title_ti_doc = original_section[0].findAll(re.compile("TITLE")) if len(original_title_ti_doc) == 0: original_title_ti_doc = original_section[0].findAll(re.compile("TI_DOC")) - #extract original short description + # extract original short description original_short_descr_ti_doc = original_section[0].findAll(re.compile("SHORT_DESCR")) if len(original_short_descr_ti_doc) == 0: original_short_descr_ti_doc = original_section[0].findAll( re.compile("SHORT_CONTRACT_DESCRIPTION")) if len(original_short_descr_ti_doc) == 0: - original_short_descr_ti_doc = original_section[0].find_all(re.compile("TI_MARK"), string="Contract description:") + original_short_descr_ti_doc = original_section[0].find_all(re.compile("TI_MARK"), + string="Contract description:") if len(original_short_descr_ti_doc) != 0: original_short_descr_ti_doc = [original_short_descr_ti_doc[0].findNext(re.compile("TXT_MARK"))] - #lastly get any description field - #if len(original_short_descr_ti_doc) == 0: - #original_short_descr_ti_doc = xml_doc.find_all(re.compile("TI_MARK"), text=re.compile("(?i)(?=.*(description))")) - #if len(original_short_descr_ti_doc) != 0: - #original_short_descr_ti_doc = [original_short_descr_ti_doc[0].findNext(re.compile("TXT_MARK"))] + # lastly get any description field + # if len(original_short_descr_ti_doc) == 0: + # original_short_descr_ti_doc = xml_doc.find_all(re.compile("TI_MARK"), text=re.compile("(?i)(?=.*(description))")) + # if len(original_short_descr_ti_doc) != 0: + # original_short_descr_ti_doc = [original_short_descr_ti_doc[0].findNext(re.compile("TXT_MARK"))] - original_short_description = extract_text(original_short_descr_ti_doc[0]) if len(original_short_descr_ti_doc) != 0 else "" + original_short_description = extract_text(original_short_descr_ti_doc[0]) if len( + original_short_descr_ti_doc) != 0 else "" original_title = extract_text(original_title_ti_doc[0]) if len(original_title_ti_doc) != 0 else "" self.tender.set_original_language_entity(original_language, original_title, original_short_description) @@ -94,7 +96,8 @@ def extract(self, xml_doc: Soup, languages: List[str]): ml_titles_section = xml_doc.findAll(re.compile("ML_TITLES")) if ml_titles_section: - self.tender.set_original_language_entity(original_language, extract_text(original_title_ti_doc[0]), extract_text(original_short_descr_ti_doc[0])) + self.tender.set_original_language_entity(original_language, extract_text(original_title_ti_doc[0]), + extract_text(original_short_descr_ti_doc[0])) ml_ti_doc = ml_titles_section[0].findAll(re.compile("ML_TI_DOC"), {"LG": lg}) if ml_ti_doc: @@ -141,11 +144,10 @@ def extract(self, xml_doc: Soup, languages: List[str]): # extract link try: - link = extract_text(xml_doc.findAll(re.compile("URI_DOC"), {"LG": lg})[0]) + link = extract_text(xml_doc.findAll(re.compile("URI_DOC"))[0]) except: logger.debug(f"could not parse link for language {lg}") - self.tender.add_language_entity(lg, title, short_desc, link) return self.tender diff --git a/src/persistence/Persistence.py b/src/persistence/Persistence.py index c714111..e04bdd1 100644 --- a/src/persistence/Persistence.py +++ b/src/persistence/Persistence.py @@ -6,11 +6,11 @@ class Persistence: def save(self, tenders, path): - with open("data/" + path, 'w', encoding='utf8') as json_file: + with open("./data/" + path, 'w', encoding='utf8') as json_file: json.dump(list(map(lambda x: x.get_dict(), tenders)), json_file, ensure_ascii=False) def load(self, path): - with open("data/" + path, 'r', encoding='utf8') as json_file: + with open("./data/" + path, 'r', encoding='utf8') as json_file: tender_dicts = json.load(json_file) tenders = list(map(lambda x: Tender.from_json_dict(x), tender_dicts)) return tenders diff --git a/src/service/Trainer.py b/src/service/Trainer.py index 94c049b..ea4cc3f 100644 --- a/src/service/Trainer.py +++ b/src/service/Trainer.py @@ -1,11 +1,10 @@ -import pickle - from src import config -from src.classifier.TransformerModel import TransformerModel from src.fetcher.Fetcher import Fetcher import random import logging +from src.persistence.Persistence import Persistence + logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) @@ -18,6 +17,7 @@ class Trainer: def __init__(self, tender_model): self.tender_fetcher = Fetcher() self.tender_model = tender_model + self.persistence = Persistence() def train(self, tender_ids, labels): search_arg = " OR ".join(tender_ids) @@ -34,24 +34,20 @@ def create_and_init(self, pos_number, pos_search_criteria, neg_number, neg_searc return if config.develop: - labelled_tenders = self.load_obj() + try: + pos_tenders = self.persistence.load("dev_pos_tenders.json") + neg_tenders = self.persistence.load("dev_neg_tenders.json") + except: + pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) + neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) + + self.persistence.save(pos_tenders, "dev_pos_tenders.json") + self.persistence.save(neg_tenders, "dev_neg_tenders.json") else: pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) - pos_labels = [1] * len(pos_tenders) - neg_labels = [0] * len(neg_tenders) - - labelled_tenders = list(zip(pos_tenders, pos_labels)) + list(zip(neg_tenders, neg_labels)) - - random.shuffle(labelled_tenders) - - self.tender_model.train(labelled_tenders) - logger.info("tenders successfully downloaded and labelled") - - def load_obj(self): - with open('./dev/labelled_tenders.pkl', 'rb') as f: - return pickle.load(f) + self.train_from_entities(neg_tenders, pos_tenders) def train_from_entities(self, neg_tenders, pos_tenders): pos_labels = [1] * len(pos_tenders) @@ -62,3 +58,4 @@ def train_from_entities(self, neg_tenders, pos_tenders): random.shuffle(labelled_tenders) self.tender_model.train(labelled_tenders) + logger.info("tenders successfully laoded and labelled") From 090f768f638ab21c87a2f3edb8621788194d3c47 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sun, 18 Oct 2020 14:59:43 +0200 Subject: [PATCH 28/86] correct import order --- src/config.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/config.py b/src/config.py index 8e6e7d9..abace2b 100644 --- a/src/config.py +++ b/src/config.py @@ -3,13 +3,13 @@ import sys from src.classifier.FullTextTransformerModel import FullTextTransformerModel - -sys.path.append(os.getcwd()[:os.getcwd().index('src')]) - from src.persistence.Persistence import Persistence from src.service.Recommender import Recommender from src.service.Trainer import Trainer +sys.path.append(os.getcwd()[:os.getcwd().index('src')]) + + # TODO: select the Machine Learning model tender_model = FullTextTransformerModel() # tender_model = TransformerModel() From 41bc11a007fc55d348524d7cce977b594cf0d708 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sun, 18 Oct 2020 20:31:12 +0200 Subject: [PATCH 29/86] return all tenders of no date specified --- src/routes/v2/web.py | 16 +++++++--------- 1 file changed, 7 insertions(+), 9 deletions(-) diff --git a/src/routes/v2/web.py b/src/routes/v2/web.py index d1510f3..5a809da 100644 --- a/src/routes/v2/web.py +++ b/src/routes/v2/web.py @@ -13,11 +13,12 @@ def get_recommendations(): if count is None: # download all tenders (indicated by count=0) count = 0 - today = request.args.get('date') - if today is None: - # DEFAULT: get tenders of today - today = datetime.strftime(date.today(), "%Y%m%d") - search_criteria = " AND PD=[" + today + "]" + date_filter = request.args.get('date') + search_criteria = "" + if date_filter and "undefined" not in date_filter: + # DEFAULT: get all tender without specific date + search_criteria = " AND PD=[" + date_filter + "]" + tenders = tender_recommender.get_recommendations(count, search_criteria) return jsonify(list(map(lambda x: x.get_dict(), tenders))) @@ -32,15 +33,12 @@ def post_train_from_web(): return "ok" -### Additional endpoints for saving tenders and training tenders from the file system. -### NOT documented yet because it is not scope of this bachelor thesis - @web_blueprint.route("/", methods=['GET']) def get_all(): count = int(request.args.get('count')) date_filter = request.args.get('date') search_criteria = "" - if date_filter: + if date_filter and "undefined" not in date_filter: search_criteria = " AND PD=[" + date_filter + "]" tenders = tender_recommender.get_all(count, search_criteria=search_criteria) return jsonify(list(map(lambda x: x.get_dict(), tenders))) From 1981dc2b5d695f311d6df1b9c59cb995f7a64af4 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 21 Oct 2020 12:32:28 +0200 Subject: [PATCH 30/86] saving and loading of transformer models - implementation of classification --- .gitignore | 5 +- src/classifier/FullTextTransformerModel.py | 53 ++++++++++++-- .../PytorchTransformer/BertDataSet.py | 70 ------------------- .../PyTorchLighningTransformer.py | 3 + .../config/PytorchTransformerConfig.py | 24 +++++-- src/config.py | 1 + 6 files changed, 71 insertions(+), 85 deletions(-) delete mode 100644 src/classifier/PytorchTransformer/BertDataSet.py diff --git a/.gitignore b/.gitignore index beb078d..7df313c 100644 --- a/.gitignore +++ b/.gitignore @@ -8,4 +8,7 @@ scikit_model cache_dir/ __pycache__/ wandb/ -src.iml \ No newline at end of file +src.iml +/src/tb_logs/ +/src/tenderclass/ +/src/tenderclass-backend-src/ diff --git a/src/classifier/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel.py index 9d5122e..b4eb90a 100644 --- a/src/classifier/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel.py @@ -1,23 +1,50 @@ +from typing import List + import pandas as pd +import torch from pytorch_lightning import Trainer from sklearn.model_selection import train_test_split from torch.utils.data import DataLoader from pytorch_lightning.loggers import WandbLogger -from src.classifier.PytorchTransformer.BertDataSet import BertDataSet +from src.classifier.PytorchTransformer.data.BertDataSet import BertDataSet from src.classifier.PytorchTransformer.PyTorchLighningTransformer import PyTorchTransformerLightning from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig from src.classifier.interfaces.MLModelInterface import MlModelInterface from src.entity.LabeledTenderCollection import LabelledTenderCollection +from src.entity.Tender import Tender class FullTextTransformerModel(MlModelInterface): def __init__(self): - self.config: PytorchTransformerConfig = PytorchTransformerConfig.description_only() + self.config: PytorchTransformerConfig = PytorchTransformerConfig.title_only() + self.model: PyTorchTransformerLightning = self.create_new_model() + + def classify(self, tenders: List[Tender]): + titles = list(map(lambda x: x.get_title("EN"), tenders)) + descriptions = list(map(lambda x: x.original_lang_entity.description, tenders)) + labels = list(map(lambda x: -1, tenders)) + + df = pd.DataFrame({"title": titles, "description": descriptions, "label": labels}) + df = df.dropna() + + data = BertDataSet(df, self.config) + dataloader = DataLoader(data, batch_size=1) + predictions = [] - def classify(self, tenders): - pass + for batch_ndx, sample in enumerate(dataloader): + title_input_ids = sample["title_input_ids"] + title_attention_masks = sample["title_attention_mask"] + description_input_ids = sample["description_input_ids"] + description_attention_masks = sample["description_attention_mask"] + logits = self.model(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) + _, predicted = torch.max(logits, 1) + predictions.append(predicted.data[0].item()) + + tuples = zip(tenders, predictions) + selected_tenders = [t for t, p in tuples if p == 1] + return selected_tenders def train(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) @@ -37,10 +64,22 @@ def train(self, labelled_tenders): val_data = BertDataSet(val_df, self.config) val_dataloader = DataLoader(val_data, batch_size=self.config.batch_size, num_workers=6) - model = PyTorchTransformerLightning(self.config, total_steps=self.config.batch_size * len(train_dataloader)) + self.model.set_total_training_steps(self.config.batch_size * len(train_dataloader)) wandb_logger = WandbLogger() trainer = Trainer(gradient_clip_val=1.0, gpus=1, max_epochs=self.config.epochs, logger=wandb_logger) - trainer.fit(model, train_dataloader, val_dataloader) + trainer.fit(self.model, train_dataloader, val_dataloader) + self.save_model() + + def save_model(self): + torch.save(self.model.state_dict(), "./data/" + self.config.name) def create_new_model(self): - pass + self.model = PyTorchTransformerLightning(self.config) + + try: + self.model.load_state_dict(torch.load("./data/" + self.config.name)) + self.model.eval() + except: + pass + + return self.model diff --git a/src/classifier/PytorchTransformer/BertDataSet.py b/src/classifier/PytorchTransformer/BertDataSet.py deleted file mode 100644 index db342f8..0000000 --- a/src/classifier/PytorchTransformer/BertDataSet.py +++ /dev/null @@ -1,70 +0,0 @@ -import torch -from torch.utils.data import Dataset - -from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig - - -class BertDataSet(Dataset): - - def __init__(self, df, config: PytorchTransformerConfig): - self.titles = df["title"].values - self.descriptions = df["description"].values - self.labels = torch.tensor(df["label"].values) - - self.config = config - - def __len__(self): - return len(self.labels) - - def __getitem__(self, idx): - - title = self.titles[idx] - desc = self.descriptions[idx] - - if self.config.truncate: - title = self.truncate(title, self.config.max_len_title) - desc = self.truncate(desc, self.config.max_len_desc) - - title_ids, title_mask, desc_ids, desc_mask = ([], [], [], []) - - if self.config.use_title: - title_ids, title_mask = self.preprocessing_for_bert(title, self.config.tokenizer_title, self.config.max_len_title) - - if self.config.use_desc: - desc_ids, desc_mask = self.preprocessing_for_bert(desc, self.config.tokenizer_desc, self.config.max_len_desc) - - sample = {'title_input_ids': title_ids, 'title_attention_mask': title_mask, 'description_input_ids': desc_ids, 'description_attention_mask': desc_mask, "label": self.labels[idx]} - - return sample - - def preprocessing_for_bert(self, data, tokenizer, max_len): - encoded_sent = tokenizer.encode_plus( - truncation=True, - text=data, # Preprocess sentence - add_special_tokens=True, # Add `[CLS]` and `[SEP]` - max_length=max_len, # Max length to truncate/pad - pad_to_max_length=True, # Pad sentence to max length - # return_tensors='pt', # Return PyTorch tensor - return_attention_mask=True # Return attention mask - ) - - # Add the outputs to the lists - input_ids = encoded_sent.get('input_ids') - attention_masks = encoded_sent.get('attention_mask') - - # Convert lists to tensors - input_ids = torch.tensor(input_ids) - attention_masks = torch.tensor(attention_masks) - - return input_ids, attention_masks - - def truncate(self, text, max_len): - splitted = text.split() - - if len(splitted) <= max_len: - return text - - first_part = splitted[:129] - second_part = splitted[-383:] - retstr = "".join(first_part) + " " + " ".join(second_part) - return retstr diff --git a/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py b/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py index b9d4741..e869c5c 100644 --- a/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py +++ b/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py @@ -43,6 +43,9 @@ def __init__(self, config: PytorchTransformerConfig, total_steps=0): def empty_model(self, input_ids, attention_mask): return None + def set_total_training_steps(self, training_steps): + self.total_steps = training_steps + def configure_optimizers(self): optimizer = AdamW(self.parameters(), lr=5e-5, # Default learning rate diff --git a/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py b/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py index 9a9ee08..6a5d6cc 100644 --- a/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py +++ b/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py @@ -4,7 +4,9 @@ class PytorchTransformerConfig: def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title=512, max_len_desc=512, - batch_size=32, epochs=20, truncate=False, use_title=True, use_description=True, freeze_bert=True): + batch_size=32, epochs=10, truncate=False, use_title=True, use_description=True, freeze_bert=True, name="Transformer-Model"): + + self.name = name self.tokenizer_title = tokenizer_title self.tokenizer_desc = tokenizer_desc self.model_title = model_title @@ -35,12 +37,12 @@ def standard_model(cls): tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-uncased") model_title = AutoModel.from_pretrained("distilbert-base-uncased") max_len_title = 75 - max_len_desc = 512 + max_len_desc = 300 batch_size = 32 - epochs = 20 + epochs = 2 return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, - max_len_desc, batch_size, epochs) + max_len_desc, batch_size, epochs, name="StandardModel") @classmethod def xlm_model(cls): @@ -49,16 +51,24 @@ def xlm_model(cls): tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-cased") model_title = AutoModel.from_pretrained("distilbert-base-cased") max_len_title = 75 - max_len_desc = 512 + max_len_desc = 300 batch_size = 32 epochs = 20 return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, - max_len_desc, batch_size, epochs) + max_len_desc, batch_size, epochs, name="XLMModel") @classmethod def description_only(cls): tokenizer = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") model = AutoModel.from_pretrained("bert-base-multilingual-uncased") - return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=128) + return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=128, name="description_only") + + @classmethod + def title_only(cls): + tokenizer = AutoTokenizer.from_pretrained("distilbert-base-cased") + model = AutoModel.from_pretrained("distilbert-base-cased") + + return PytorchTransformerConfig(tokenizer, None, model, None, use_description=False, max_len_title=75, batch_size=128, + name="description_only") \ No newline at end of file diff --git a/src/config.py b/src/config.py index abace2b..07b3f05 100644 --- a/src/config.py +++ b/src/config.py @@ -3,6 +3,7 @@ import sys from src.classifier.FullTextTransformerModel import FullTextTransformerModel +from src.classifier.SpacyScikitModel import SpacyScikitModel from src.persistence.Persistence import Persistence from src.service.Recommender import Recommender from src.service.Trainer import Trainer From cd844e6b333bc47a083670065b2c9d62f595ad9c Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 21 Oct 2020 14:15:24 +0200 Subject: [PATCH 31/86] add link to tender entity --- src/fetcher/ted/TedExtractor.py | 14 +++----------- src/service/Recommender.py | 2 +- 2 files changed, 4 insertions(+), 12 deletions(-) diff --git a/src/fetcher/ted/TedExtractor.py b/src/fetcher/ted/TedExtractor.py index ba0c268..d4a29bf 100644 --- a/src/fetcher/ted/TedExtractor.py +++ b/src/fetcher/ted/TedExtractor.py @@ -68,17 +68,13 @@ def extract(self, xml_doc: Soup, languages: List[str]): if len(original_short_descr_ti_doc) != 0: original_short_descr_ti_doc = [original_short_descr_ti_doc[0].findNext(re.compile("TXT_MARK"))] - # lastly get any description field - # if len(original_short_descr_ti_doc) == 0: - # original_short_descr_ti_doc = xml_doc.find_all(re.compile("TI_MARK"), text=re.compile("(?i)(?=.*(description))")) - # if len(original_short_descr_ti_doc) != 0: - # original_short_descr_ti_doc = [original_short_descr_ti_doc[0].findNext(re.compile("TXT_MARK"))] - original_short_description = extract_text(original_short_descr_ti_doc[0]) if len( original_short_descr_ti_doc) != 0 else "" original_title = extract_text(original_title_ti_doc[0]) if len(original_title_ti_doc) != 0 else "" - self.tender.set_original_language_entity(original_language, original_title, original_short_description) + original_link = extract_text(xml_doc.findAll(re.compile("URI_DOC"))[0]) + + self.tender.set_original_language_entity(original_language, original_title, original_short_description, original_link) except: logger.error("Could not retrieve original language data for contract") logger.error(xml_doc.prettify()) @@ -95,10 +91,6 @@ def extract(self, xml_doc: Soup, languages: List[str]): try: ml_titles_section = xml_doc.findAll(re.compile("ML_TITLES")) if ml_titles_section: - - self.tender.set_original_language_entity(original_language, extract_text(original_title_ti_doc[0]), - extract_text(original_short_descr_ti_doc[0])) - ml_ti_doc = ml_titles_section[0].findAll(re.compile("ML_TI_DOC"), {"LG": lg}) if ml_ti_doc: ti_text = ml_ti_doc[0].findAll(re.compile("TI_TEXT"))[0] diff --git a/src/service/Recommender.py b/src/service/Recommender.py index fa10425..462cb82 100644 --- a/src/service/Recommender.py +++ b/src/service/Recommender.py @@ -13,7 +13,7 @@ def __init__(self, tender_model): self.cached_search_criteria = "" def get_recommendations(self, count, search_criteria = ""): - if not self.cached_selected_tenders or self.cached_selected_tenders != search_criteria: + if not self.cached_selected_tenders or self.cached_search_criteria != search_criteria: tenders = self.tender_fetcher.get(count, search_criteria=search_criteria) self.cached_selected_tenders = self.tender_model.classify(tenders) return self.cached_selected_tenders From fea250638490359ce60157db6a0d4211d4141ed4 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 21 Oct 2020 14:19:03 +0200 Subject: [PATCH 32/86] add classification to FullTextSvmModel --- src/classifier/FullTextSvmModel.py | 30 +++++++++--------------------- 1 file changed, 9 insertions(+), 21 deletions(-) diff --git a/src/classifier/FullTextSvmModel.py b/src/classifier/FullTextSvmModel.py index c02ce0b..172d56a 100644 --- a/src/classifier/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel.py @@ -38,6 +38,7 @@ def __init__(self): self.stopwords = list(STOP_WORDS) self.stopwords.extend(self.domain_stopwords) + self.model = None def spacy_tokenizer(self, sentence): sentence_tokens = self.parser(sentence) @@ -62,7 +63,11 @@ def get_params(self, deep=True): return {} def classify(self, tenders): - pass + titles = list(map(lambda x: x.get_title("EN"), tenders)) + predictions = self.model.predict(titles) + tuples = zip(tenders, predictions) + selected_tenders = [t for t, p in tuples if p == 1] + return selected_tenders def train(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) @@ -79,23 +84,6 @@ def train(self, labelled_tenders): training_df2.loc[training_df2["descriptions"].isnull(), 'descriptions'] = training_df2["titles"] X2 = training_df[['titles', 'descriptions']] - #X2 text preprocessing - def clean(data): - data = re.sub(r'http\S+', '', data) - data = re.sub('[^a-zA-Z]', ' ', data) - data = str(data).lower() - data = nltk.word_tokenize(data) - data = [word for word in data if word not in self.stopwords and word not in punctuations] - data = [self.lemma.lemmatize(word=w, pos='v') for w in data] - data = [i for i in data if len(i) > 2] - data = ' '.join(data) - return data - - #X2['titles'] = X2['titles'].apply(clean) - #X2['descriptions'] = X2['descriptions'].apply(clean) - - #X2.to_csv('datacleaned.csv') - ylabels2 = training_df['label'] X_train2, X_test2, y_train2, y_test2 = train_test_split(X2, ylabels2, test_size=0.1, random_state=0) @@ -176,9 +164,9 @@ def fit(self, df, y=None): ('svc', SVC(kernel="linear", random_state=0)), ]) - model = pipeline - model.fit(X_train2, y_train2) - y_pred2 = model.predict(X_test2) + self.model = pipeline + self.model.fit(X_train2, y_train2) + y_pred2 = self.model.predict(X_test2) print("Newest Score:") print(accuracy_score(y_test2, y_pred2)) From 1c52e11897e4e91e1cab1af22868dc53c36dfca1 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 28 Oct 2020 11:07:48 +0100 Subject: [PATCH 33/86] package resolution --- src/{ => Models}/__init__.py | 0 src/classifier/PytorchTransformer/__init__.py | 0 src/classifier/PytorchTransformer/config/__init__.py | 0 src/classifier/__init__.py | 0 src/classifier/interfaces/__init__.py | 0 src/config.py | 6 ------ src/entity/__init__.py | 0 src/fetcher/__init__.py | 0 src/fetcher/ted/__init__.py | 0 src/main.py | 6 ++++++ src/routes/__init__.py | 0 src/routes/v1/__init__.py | 0 src/routes/v2/__init__.py | 0 src/validation/__init__.py | 0 14 files changed, 6 insertions(+), 6 deletions(-) rename src/{ => Models}/__init__.py (100%) create mode 100644 src/classifier/PytorchTransformer/__init__.py create mode 100644 src/classifier/PytorchTransformer/config/__init__.py create mode 100644 src/classifier/__init__.py create mode 100644 src/classifier/interfaces/__init__.py create mode 100644 src/entity/__init__.py create mode 100644 src/fetcher/__init__.py create mode 100644 src/fetcher/ted/__init__.py create mode 100644 src/routes/__init__.py create mode 100644 src/routes/v1/__init__.py create mode 100644 src/routes/v2/__init__.py create mode 100644 src/validation/__init__.py diff --git a/src/__init__.py b/src/Models/__init__.py similarity index 100% rename from src/__init__.py rename to src/Models/__init__.py diff --git a/src/classifier/PytorchTransformer/__init__.py b/src/classifier/PytorchTransformer/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/classifier/PytorchTransformer/config/__init__.py b/src/classifier/PytorchTransformer/config/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/classifier/__init__.py b/src/classifier/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/classifier/interfaces/__init__.py b/src/classifier/interfaces/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/config.py b/src/config.py index 07b3f05..e0387b5 100644 --- a/src/config.py +++ b/src/config.py @@ -1,15 +1,9 @@ -# Use src path so that the python interpreter can access all modules -import os -import sys - from src.classifier.FullTextTransformerModel import FullTextTransformerModel from src.classifier.SpacyScikitModel import SpacyScikitModel from src.persistence.Persistence import Persistence from src.service.Recommender import Recommender from src.service.Trainer import Trainer -sys.path.append(os.getcwd()[:os.getcwd().index('src')]) - # TODO: select the Machine Learning model tender_model = FullTextTransformerModel() diff --git a/src/entity/__init__.py b/src/entity/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/fetcher/__init__.py b/src/fetcher/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/fetcher/ted/__init__.py b/src/fetcher/ted/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/main.py b/src/main.py index a8e2bdf..0c7bb01 100644 --- a/src/main.py +++ b/src/main.py @@ -1,9 +1,15 @@ # import dependencies +import os +import sys + from flask import Flask from flask_swagger_ui import get_swaggerui_blueprint from flask_cors import CORS import logging +# Use src path so that the python interpreter can access all modules +sys.path.append(os.getcwd()[:os.getcwd().index('src')]) + # import routes from src.routes.v2.model import model_blueprint from src.routes.v2.persistence import persistence_blueprint diff --git a/src/routes/__init__.py b/src/routes/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/routes/v1/__init__.py b/src/routes/v1/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/routes/v2/__init__.py b/src/routes/v2/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/validation/__init__.py b/src/validation/__init__.py new file mode 100644 index 0000000..e69de29 From a0e790e423a1cde94d92440cbada2c19b2f24958 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 28 Oct 2020 11:15:28 +0100 Subject: [PATCH 34/86] add model with trained bert layers --- src/classifier/FullTextTransformerModel.py | 2 +- .../config/PytorchTransformerConfig.py | 14 ++++++++++++++ 2 files changed, 15 insertions(+), 1 deletion(-) diff --git a/src/classifier/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel.py index b4eb90a..6bbc5ff 100644 --- a/src/classifier/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel.py @@ -18,7 +18,7 @@ class FullTextTransformerModel(MlModelInterface): def __init__(self): - self.config: PytorchTransformerConfig = PytorchTransformerConfig.title_only() + self.config: PytorchTransformerConfig = PytorchTransformerConfig.train_bert_layers() self.model: PyTorchTransformerLightning = self.create_new_model() def classify(self, tenders: List[Tender]): diff --git a/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py b/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py index 6a5d6cc..27e4772 100644 --- a/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py +++ b/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py @@ -44,6 +44,20 @@ def standard_model(cls): return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, max_len_desc, batch_size, epochs, name="StandardModel") + @classmethod + def train_bert_layers(cls): + tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") + model_desc = AutoModel.from_pretrained("bert-base-multilingual-uncased") + tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-uncased") + model_title = AutoModel.from_pretrained("distilbert-base-uncased") + max_len_title = 75 + max_len_desc = 300 + batch_size = 32 + epochs = 4 + + return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, + max_len_desc, batch_size, epochs, name="TrainBertLayers", freeze_bert=False) + @classmethod def xlm_model(cls): tokenizer_desc = AutoTokenizer.from_pretrained("xlm-roberta-base") From db994ad01b123883da356068e38e75313b84c1f2 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 28 Oct 2020 12:29:38 +0100 Subject: [PATCH 35/86] renaming --- src/classifier/FullTextTransformerModel.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/classifier/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel.py index 6bbc5ff..23d8441 100644 --- a/src/classifier/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel.py @@ -7,7 +7,7 @@ from torch.utils.data import DataLoader from pytorch_lightning.loggers import WandbLogger -from src.classifier.PytorchTransformer.data.BertDataSet import BertDataSet +from src.classifier.PytorchTransformer.data_processing.BertDataSet import BertDataSet from src.classifier.PytorchTransformer.PyTorchLighningTransformer import PyTorchTransformerLightning from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig from src.classifier.interfaces.MLModelInterface import MlModelInterface @@ -71,13 +71,13 @@ def train(self, labelled_tenders): self.save_model() def save_model(self): - torch.save(self.model.state_dict(), "./data/" + self.config.name) + torch.save(self.model.state_dict(), "./data_processing/" + self.config.name) def create_new_model(self): self.model = PyTorchTransformerLightning(self.config) try: - self.model.load_state_dict(torch.load("./data/" + self.config.name)) + self.model.load_state_dict(torch.load("./data_processing/" + self.config.name)) self.model.eval() except: pass From a3ea0380242220669a75e78404209d661519a5c1 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 28 Oct 2020 12:30:17 +0100 Subject: [PATCH 36/86] add bert dataset --- .../data_processing/BertDataSet.py | 27 ++++++++ .../data_processing/BertPreprocessor.py | 68 +++++++++++++++++++ 2 files changed, 95 insertions(+) create mode 100644 src/classifier/PytorchTransformer/data_processing/BertDataSet.py create mode 100644 src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py diff --git a/src/classifier/PytorchTransformer/data_processing/BertDataSet.py b/src/classifier/PytorchTransformer/data_processing/BertDataSet.py new file mode 100644 index 0000000..a390913 --- /dev/null +++ b/src/classifier/PytorchTransformer/data_processing/BertDataSet.py @@ -0,0 +1,27 @@ +import torch +from torch.utils.data import Dataset + +from src.classifier.PytorchTransformer.data_processing.BertPreprocessor import BertPreprocessor +from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig + + +class BertDataSet(Dataset): + + def __init__(self, df, config: PytorchTransformerConfig): + self.titles = df["title"].values + self.descriptions = df["description"].values + self.labels = torch.tensor(df["label"].values) + self.processor = BertPreprocessor + + self.config = config + + def __len__(self): + return len(self.labels) + + def __getitem__(self, idx): + + title = self.titles[idx] + desc = self.descriptions[idx] + label = self.labels[idx] + + return BertPreprocessor.get_sample(self.config, title, desc, label) diff --git a/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py b/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py new file mode 100644 index 0000000..4b3afc0 --- /dev/null +++ b/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py @@ -0,0 +1,68 @@ +import string + +import torch + +from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig +from src.entity.Tender import Tender + + +class BertPreprocessor: + + @staticmethod + def get_sample_from_tender(config: PytorchTransformerConfig, tender: Tender): + return BertPreprocessor.get_sample(config, tender.get_title("EN"), tender.original_lang_entity.description) + + @staticmethod + def get_sample(config: PytorchTransformerConfig, title: string, desc: string, label=-1): + if config.truncate: + title = BertPreprocessor.truncate(title, config.max_len_title) + desc = BertPreprocessor.truncate(desc, config.max_len_desc) + + title_ids, title_mask, desc_ids, desc_mask = ([], [], [], []) + + if config.use_title: + title_ids, title_mask = BertPreprocessor.preprocessing_for_bert(title, config.tokenizer_title, + config.max_len_title) + + if config.use_desc: + desc_ids, desc_mask = BertPreprocessor.preprocessing_for_bert(desc, config.tokenizer_desc, + config.max_len_desc) + + sample = {'title_input_ids': title_ids, 'title_attention_mask': title_mask, 'description_input_ids': desc_ids, + 'description_attention_mask': desc_mask, "label": label} + + return sample + + @staticmethod + def preprocessing_for_bert(data, tokenizer, max_len): + encoded_sent = tokenizer.encode_plus( + truncation=True, + text=data, # Preprocess sentence + add_special_tokens=True, # Add `[CLS]` and `[SEP]` + max_length=max_len, # Max length to truncate/pad + pad_to_max_length=True, # Pad sentence to max length + # return_tensors='pt', # Return PyTorch tensor + return_attention_mask=True # Return attention mask + ) + + # Add the outputs to the lists + input_ids = encoded_sent.get('input_ids') + attention_masks = encoded_sent.get('attention_mask') + + # Convert lists to tensors + input_ids = torch.tensor(input_ids) + attention_masks = torch.tensor(attention_masks) + + return input_ids, attention_masks + + @staticmethod + def truncate(text, max_len): + splitted = text.split() + + if len(splitted) <= max_len: + return text + + first_part = splitted[:129] + second_part = splitted[-383:] + retstr = "".join(first_part) + " " + " ".join(second_part) + return retstr \ No newline at end of file From 224049749555b74ca78bbdda561d86daadfb9568 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 28 Oct 2020 14:15:34 +0100 Subject: [PATCH 37/86] change path for saved models --- src/classifier/FullTextTransformerModel.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/classifier/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel.py index 23d8441..05c6093 100644 --- a/src/classifier/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel.py @@ -71,13 +71,13 @@ def train(self, labelled_tenders): self.save_model() def save_model(self): - torch.save(self.model.state_dict(), "./data_processing/" + self.config.name) + torch.save(self.model.state_dict(), "./data/" + self.config.name) def create_new_model(self): self.model = PyTorchTransformerLightning(self.config) try: - self.model.load_state_dict(torch.load("./data_processing/" + self.config.name)) + self.model.load_state_dict(torch.load("./data/" + self.config.name)) self.model.eval() except: pass From 48d7a8bb943aa29c472c31bde72cd7c966e7a5a9 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 30 Oct 2020 17:00:56 +0100 Subject: [PATCH 38/86] adapt to changes in the ted api --- src/fetcher/ted/TedDownloader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/fetcher/ted/TedDownloader.py b/src/fetcher/ted/TedDownloader.py index 218c548..b6c309c 100644 --- a/src/fetcher/ted/TedDownloader.py +++ b/src/fetcher/ted/TedDownloader.py @@ -20,7 +20,7 @@ def get_xml_contracts(self, page: int, count: int, search_criteria: str = "", pa # CY=[UK or DE or AT] ... country filter querystring = {"fields": "CONTENT", "pageNum": str(page + page_offset), "pageSize": str(count), - "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "false", "scope": 2, + "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "false", "scope": 3, "sortField": "ND"} response = requests.request("GET", self.TED_URL_SEARCH, params=querystring) From 4d48fc109fab0471927e5bd376f44296426a64c6 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 30 Oct 2020 17:29:32 +0100 Subject: [PATCH 39/86] revert to api fallback --- src/fetcher/ted/TedDownloader.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/fetcher/ted/TedDownloader.py b/src/fetcher/ted/TedDownloader.py index b6c309c..218c548 100644 --- a/src/fetcher/ted/TedDownloader.py +++ b/src/fetcher/ted/TedDownloader.py @@ -20,7 +20,7 @@ def get_xml_contracts(self, page: int, count: int, search_criteria: str = "", pa # CY=[UK or DE or AT] ... country filter querystring = {"fields": "CONTENT", "pageNum": str(page + page_offset), "pageSize": str(count), - "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "false", "scope": 3, + "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "false", "scope": 2, "sortField": "ND"} response = requests.request("GET", self.TED_URL_SEARCH, params=querystring) From 30e81e88ace02b48f08c577abf3d28c7c0c94d60 Mon Sep 17 00:00:00 2001 From: larnhold Date: Fri, 30 Oct 2020 20:57:30 +0100 Subject: [PATCH 40/86] reverse order of fetched contract notices to deal with format break regrarding tenders issued before 2009 --- src/fetcher/ted/TedDownloader.py | 2 +- src/fetcher/ted/TedExtractor.py | 7 ++++++- 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/src/fetcher/ted/TedDownloader.py b/src/fetcher/ted/TedDownloader.py index 218c548..7f19eea 100644 --- a/src/fetcher/ted/TedDownloader.py +++ b/src/fetcher/ted/TedDownloader.py @@ -20,7 +20,7 @@ def get_xml_contracts(self, page: int, count: int, search_criteria: str = "", pa # CY=[UK or DE or AT] ... country filter querystring = {"fields": "CONTENT", "pageNum": str(page + page_offset), "pageSize": str(count), - "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "false", "scope": 2, + "q": "TD=[\"Contract notice\"]" + search_criteria, "reverseOrder": "true", "scope": 3, "sortField": "ND"} response = requests.request("GET", self.TED_URL_SEARCH, params=querystring) diff --git a/src/fetcher/ted/TedExtractor.py b/src/fetcher/ted/TedExtractor.py index d4a29bf..e5936bc 100644 --- a/src/fetcher/ted/TedExtractor.py +++ b/src/fetcher/ted/TedExtractor.py @@ -26,7 +26,12 @@ def __init__(self): def extract(self, xml_doc: Soup, languages: List[str]): # parse document id - ted_export = xml_doc.findAll(re.compile("TED_EXPORT"))[0] + try: + ted_export = xml_doc.findAll(re.compile("TED_EXPORT"))[0] + except: + #can't retrieve notices issued before 2009 + return None + tender_id = "EU" + ted_export['DOC_ID'] # parse cpv code From 7ca334192b2c6f5368e67838d034e7ea243ce7b5 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sat, 5 Dec 2020 19:15:10 +0100 Subject: [PATCH 41/86] refactor location of the original language entity to match description in the thesis --- src/entity/LabeledTenderCollection.py | 10 +++++----- src/entity/Tender.py | 20 ++++++++------------ 2 files changed, 13 insertions(+), 17 deletions(-) diff --git a/src/entity/LabeledTenderCollection.py b/src/entity/LabeledTenderCollection.py index 6bd2069..1a26409 100644 --- a/src/entity/LabeledTenderCollection.py +++ b/src/entity/LabeledTenderCollection.py @@ -4,13 +4,13 @@ def __init__(self, labelled_tenders): self.labelled_tenders = labelled_tenders def get_original_language_entity_description(self): - return list(map(lambda x: x.original_lang_entity.description, self.get_tenders())) + return list(map(lambda x: x.get_original_language_entity().description, self.get_tenders())) - def get_titles(self): - return list(map(lambda x: x.get_title("EN"), self.get_tenders())) + def get_titles(self, language="EN"): + return list(map(lambda x: x.get_title(language), self.get_tenders())) - def get_descriptions(self): - return list(map(lambda x: x.get_description("EN"), self.get_tenders())) + def get_descriptions(self, language="EN"): + return list(map(lambda x: x.get_description(language), self.get_tenders())) def get_tenders(self): return [i for i, j in self.labelled_tenders] diff --git a/src/entity/Tender.py b/src/entity/Tender.py index 5afd6d8..0f463ba 100644 --- a/src/entity/Tender.py +++ b/src/entity/Tender.py @@ -16,36 +16,35 @@ def from_json_dict(cls, serialized_dict): cpvs = serialized_dict["cpvs"] lang_entities = {} - serialized_original_lang_entity = serialized_dict["original_lang_entity"] - original_lang_entity = TenderLanguageEntity.from_json_dict(serialized_original_lang_entity) - for e in serialized_dict["languageentities"]: lang_entry = TenderLanguageEntity(e["title"], e["description"], e["link"]) lang_entities[e["language"]] = lang_entry - return cls(id, cpvs, lang_entities, original_lang, original_lang_entity) + return cls(id, cpvs, lang_entities, original_lang) - def __init__(self, id: str, cpvs: List[str], lang_entities=None, original_lang=None, original_lang_entity=None): + def __init__(self, id: str, cpvs: List[str], lang_entities=None, original_lang=None): self.original_lang = original_lang - self.original_lang_entity: TenderLanguageEntity = original_lang_entity self.id = id self.cpvs = cpvs + if lang_entities is None: lang_entities = {} - self.lang_entities = lang_entities + self.lang_entities = lang_entities def add_language_entity(self, language_key, title, description="", link=""): entity = TenderLanguageEntity(title, description, link) self.lang_entities[language_key] = entity def set_original_language_entity(self, language_key, title, description="", link=""): - entity = TenderLanguageEntity(title, description, link) - self.original_lang_entity = entity + self.add_language_entity(language_key, title, description, link) self.original_lang = language_key def get_title(self, language): return self.lang_entities[language].title + def get_original_language_entity(self): + return self.lang_entities[self.original_lang] + def get_description(self, language): return self.lang_entities[language].description @@ -53,9 +52,6 @@ def get_dict(self): contract = {"id": self.id, "cpvs": list(self.cpvs), "original_lang": self.original_lang} lang_list = [] - original_lang_entity = self.original_lang_entity.get_dict() - contract["original_lang_entity"] = original_lang_entity - for k, v in self.lang_entities.items(): lang_entry = {"language": k, "title": v.title, "description": v.description, "link": v.link} lang_list.append(lang_entry) From 50fc4a9899a952df7e55fa9348b687930284ef79 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sat, 5 Dec 2020 23:56:38 +0100 Subject: [PATCH 42/86] renaming --- requirements.txt | 1 + src/classifier/FullTextSvmModel.py | 4 ++-- src/classifier/FullTextTransformerModel.py | 8 +++---- .../PyTorchLighningTransformer.py | 19 +++++---------- ...merConfig.py => TransformerModelConfig.py} | 24 ++++--------------- .../data_processing/BertDataSet.py | 2 +- .../data_processing/BertPreprocessor.py | 2 +- src/classifier/SpacyScikitModel.py | 4 ++-- src/classifier/TransformerModel.py | 4 ++-- ...lInterface.py => TenderClassClassifier.py} | 2 +- src/config.py | 3 ++- 11 files changed, 27 insertions(+), 46 deletions(-) rename src/classifier/PytorchTransformer/config/{PytorchTransformerConfig.py => TransformerModelConfig.py} (77%) rename src/classifier/interfaces/{MLModelInterface.py => TenderClassClassifier.py} (87%) diff --git a/requirements.txt b/requirements.txt index 97f1891..932b035 100644 --- a/requirements.txt +++ b/requirements.txt @@ -15,5 +15,6 @@ sklearn~=0.0 torch~=1.6.0 torchvision wandb +fasttext matplotlib~=3.3.2 transformers~=3.1.0 \ No newline at end of file diff --git a/src/classifier/FullTextSvmModel.py b/src/classifier/FullTextSvmModel.py index 172d56a..8d9af49 100644 --- a/src/classifier/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel.py @@ -15,12 +15,12 @@ import string from nltk.stem import WordNetLemmatizer -from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier from src.entity.LabeledTenderCollection import LabelledTenderCollection punctuations = string.punctuation -class FullTextSvmModel(MlModelInterface): +class FullTextSvmModel(TenderClassClassifier): def __init__(self): nltk.download('punkt') diff --git a/src/classifier/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel.py index 05c6093..8a5e902 100644 --- a/src/classifier/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel.py @@ -9,16 +9,16 @@ from src.classifier.PytorchTransformer.data_processing.BertDataSet import BertDataSet from src.classifier.PytorchTransformer.PyTorchLighningTransformer import PyTorchTransformerLightning -from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig -from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.classifier.PytorchTransformer.config.TransformerModelConfig import PytorchTransformerConfig +from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender -class FullTextTransformerModel(MlModelInterface): +class FullTextTransformerModel(TenderClassClassifier): def __init__(self): - self.config: PytorchTransformerConfig = PytorchTransformerConfig.train_bert_layers() + self.config: PytorchTransformerConfig = PytorchTransformerConfig.bert_multilang() self.model: PyTorchTransformerLightning = self.create_new_model() def classify(self, tenders: List[Tender]): diff --git a/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py b/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py index e869c5c..af7d940 100644 --- a/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py +++ b/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py @@ -3,23 +3,23 @@ from pytorch_lightning import LightningModule from transformers import AdamW, get_linear_schedule_with_warmup -from src.classifier.PytorchTransformer.config import PytorchTransformerConfig +from src.classifier.PytorchTransformer.config import TransformerModelConfig class PyTorchTransformerLightning(LightningModule): - def __init__(self, config: PytorchTransformerConfig, total_steps=0): + def __init__(self, config: TransformerModelConfig, total_steps=0): super(PyTorchTransformerLightning, self).__init__() self.config = config - # Specify hidden size of BERT, hidden size of our classifier, and number of labels + # Specify number of input feature, size of hidden state and number of output features D_in, H, D_out = 768, 50, 2 self.loss_fn = torch.nn.CrossEntropyLoss() self.total_steps = total_steps - # Instantiate BERT model + # Instantiate pretrained model self.model_title = config.model_title if config.model_title is not None else self.empty_model self.model_desc = config.model_desc if config.model_desc is not None else self.empty_model @@ -32,7 +32,7 @@ def __init__(self, config: PytorchTransformerConfig, total_steps=0): ) # Freeze the BERT model - if config.freeze_bert: + if config.freeze_pretrained_layers: if config.model_title is not None: for param in self.model_title.parameters(): param.requires_grad = False @@ -70,7 +70,6 @@ def forward(self, title_input_ids, title_attention_masks, description_input_ids, else: output = torch.cat((outputs_titles[0][:, 0, :], outputs_descs[0][:, 0, :]), dim=1) - # Feed input to classifier to compute logits logits = self.classifier(output) return logits @@ -81,17 +80,14 @@ def training_step(self, batch, batch_idx): description_input_ids = batch["description_input_ids"] description_attention_masks = batch["description_attention_mask"] labels = batch["label"] - # Perform a forward pass. This will return logits. + logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) - # identifying number of correct predections in a given batch correct = logits.argmax(dim=1).eq(labels).sum().item() - # identifying total number of labels in a given batch total = len(labels) - # Compute loss and accumulate the loss values loss = self.loss_fn(logits, labels) logs = {'train_loss': loss} @@ -110,14 +106,11 @@ def validation_step(self, batch, batch_idx): description_attention_masks = batch["description_attention_mask"] labels = batch["label"] - # Perform a forward pass. This will return logits. logits = self.forward(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) - # Compute loss and accumulate the loss values loss = self.loss_fn(logits, labels) - # Compute the accuracy preds = torch.argmax(logits, dim=1).flatten() accuracy = torch.tensor((preds == labels).cpu().numpy().mean() * 100) diff --git a/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py b/src/classifier/PytorchTransformer/config/TransformerModelConfig.py similarity index 77% rename from src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py rename to src/classifier/PytorchTransformer/config/TransformerModelConfig.py index 27e4772..b5f74db 100644 --- a/src/classifier/PytorchTransformer/config/PytorchTransformerConfig.py +++ b/src/classifier/PytorchTransformer/config/TransformerModelConfig.py @@ -4,7 +4,7 @@ class PytorchTransformerConfig: def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title=512, max_len_desc=512, - batch_size=32, epochs=10, truncate=False, use_title=True, use_description=True, freeze_bert=True, name="Transformer-Model"): + batch_size=32, epochs=10, truncate=False, use_title=True, use_description=True, freeze_pretrained_layers=True, name="Transformer-Model"): self.name = name self.tokenizer_title = tokenizer_title @@ -18,7 +18,7 @@ def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max self.truncate = truncate self.use_title = use_title self.use_desc = use_description - self.freeze_bert = freeze_bert + self.freeze_pretrained_layers = freeze_pretrained_layers if self.use_desc is False: self.model_desc = None @@ -31,7 +31,7 @@ def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max self.num_models = 2 if (self.use_title and self.use_desc) else 1 @classmethod - def standard_model(cls): + def bert_multilang_frozen(cls): tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") model_desc = AutoModel.from_pretrained("bert-base-multilingual-uncased") tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-uncased") @@ -45,7 +45,7 @@ def standard_model(cls): max_len_desc, batch_size, epochs, name="StandardModel") @classmethod - def train_bert_layers(cls): + def bert_multilang(cls): tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") model_desc = AutoModel.from_pretrained("bert-base-multilingual-uncased") tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-uncased") @@ -56,21 +56,7 @@ def train_bert_layers(cls): epochs = 4 return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, - max_len_desc, batch_size, epochs, name="TrainBertLayers", freeze_bert=False) - - @classmethod - def xlm_model(cls): - tokenizer_desc = AutoTokenizer.from_pretrained("xlm-roberta-base") - model_desc = AutoModel.from_pretrained("xlm-roberta-base") - tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-cased") - model_title = AutoModel.from_pretrained("distilbert-base-cased") - max_len_title = 75 - max_len_desc = 300 - batch_size = 32 - epochs = 20 - - return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, - max_len_desc, batch_size, epochs, name="XLMModel") + max_len_desc, batch_size, epochs, name="TrainBertLayers", freeze_pretrained_layers=False) @classmethod def description_only(cls): diff --git a/src/classifier/PytorchTransformer/data_processing/BertDataSet.py b/src/classifier/PytorchTransformer/data_processing/BertDataSet.py index a390913..b7766fe 100644 --- a/src/classifier/PytorchTransformer/data_processing/BertDataSet.py +++ b/src/classifier/PytorchTransformer/data_processing/BertDataSet.py @@ -2,7 +2,7 @@ from torch.utils.data import Dataset from src.classifier.PytorchTransformer.data_processing.BertPreprocessor import BertPreprocessor -from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig +from src.classifier.PytorchTransformer.config.TransformerModelConfig import PytorchTransformerConfig class BertDataSet(Dataset): diff --git a/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py b/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py index 4b3afc0..2792156 100644 --- a/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py +++ b/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py @@ -2,7 +2,7 @@ import torch -from src.classifier.PytorchTransformer.config.PytorchTransformerConfig import PytorchTransformerConfig +from src.classifier.PytorchTransformer.config.TransformerModelConfig import PytorchTransformerConfig from src.entity.Tender import Tender diff --git a/src/classifier/SpacyScikitModel.py b/src/classifier/SpacyScikitModel.py index 0a5def4..4670728 100644 --- a/src/classifier/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel.py @@ -10,7 +10,7 @@ import string import logging -from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier logger = logging.getLogger(__name__) @@ -19,7 +19,7 @@ punctuations = string.punctuation -class SpacyScikitModel(MlModelInterface): +class SpacyScikitModel(TenderClassClassifier): def __init__(self): if LANGUAGE == "DE": diff --git a/src/classifier/TransformerModel.py b/src/classifier/TransformerModel.py index 0bd8e2b..3cc4cad 100644 --- a/src/classifier/TransformerModel.py +++ b/src/classifier/TransformerModel.py @@ -6,7 +6,7 @@ from sklearn.model_selection import train_test_split -from src.classifier.interfaces.MLModelInterface import MlModelInterface +from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) @@ -19,7 +19,7 @@ cuda_available = torch.cuda.is_available() -class TransformerModel(MlModelInterface): +class TransformerModel(TenderClassClassifier): """ This class provides the Machine Learning model and classifies tenders based on previous training data. """ diff --git a/src/classifier/interfaces/MLModelInterface.py b/src/classifier/interfaces/TenderClassClassifier.py similarity index 87% rename from src/classifier/interfaces/MLModelInterface.py rename to src/classifier/interfaces/TenderClassClassifier.py index bb974d9..76f2f4c 100644 --- a/src/classifier/interfaces/MLModelInterface.py +++ b/src/classifier/interfaces/TenderClassClassifier.py @@ -1,7 +1,7 @@ from abc import ABC, abstractmethod -class MlModelInterface(ABC): +class TenderClassClassifier(ABC): @abstractmethod def create_new_model(self): diff --git a/src/config.py b/src/config.py index e0387b5..676208e 100644 --- a/src/config.py +++ b/src/config.py @@ -1,3 +1,4 @@ +from classifier.TransformerModel import TransformerModel from src.classifier.FullTextTransformerModel import FullTextTransformerModel from src.classifier.SpacyScikitModel import SpacyScikitModel from src.persistence.Persistence import Persistence @@ -6,7 +7,7 @@ # TODO: select the Machine Learning model -tender_model = FullTextTransformerModel() +tender_model = SpacyScikitModel() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) From 18a39d7df4f6128e9837c5542d695e9a272f35ec Mon Sep 17 00:00:00 2001 From: larnhold Date: Sun, 6 Dec 2020 16:29:32 +0100 Subject: [PATCH 43/86] updated readme --- README.md | 23 +++++++++++++++++++---- 1 file changed, 19 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 30371c8..5adcc17 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,12 @@ # tuwien-inso-bachelorthesis-tenderclass-backend -tenderclass is an automated screening system for public procurement notices using state-of-the-art Machine Learning and Natural Language Processing (NLP) frameworks. This git repository holds the Python-based backend of tenderclass. It is responsible for downloading, parsing and classifying tenders from Tenders Electronic Daily (TED). For this reason, this prototype implements two Machine Learning approaches: +tenderclass is an automated screening system for public procurement notices using state-of-the-art Machine Learning and Natural Language Processing (NLP) frameworks. This git repository holds the Python-based backend of tenderclass. It is responsible for downloading, parsing and classifying tenders from Tenders Electronic Daily (TED). For this reason, this prototype implements following Machine Learning approaches: -- SpacyScikitModel: Machine Learning Model based on [spaCy](https://spacy.io/) and [scikit-learn](https://scikit-learn.org/stable/) -- TransformerModel: Machine Learning Model based on [Hugging Face](https://github.com/huggingface/transformers) and [simpletransformers](https://github.com/ThilinaRajapakse/simpletransformers) +- SpacyScikitModel: Machine Learning Model based on [spaCy](https://spacy.io/) and [scikit-learn](https://scikit-learn.org/stable/) (titles only) +- TransformerModel: Machine Learning Model based on [Hugging Face](https://github.com/huggingface/transformers) and [simpletransformers](https://github.com/ThilinaRajapakse/simpletransformers) (titles only) +- FullTextSvmModel: Machine Learning Model based on [spaCy](https://spacy.io/) and [scikit-learn](https://scikit-learn.org/stable/) +- FastTextModel: Machine Leanring Model based on [FastText](https://fasttext.cc/) +- FullTextTransformerModel: Machine Learning Model based on [Hugging Face](https://github.com/huggingface/transformers) and [PyTorch](https://pytorch.org/) with [PytorchLightning](https://www.pytorchlightning.ai/) ## Getting Started @@ -14,7 +17,7 @@ These instructions will get you a copy of the project up and running on your loc What things you need to install the software and how to install them - [Python 3.7/3.8](https://www.python.org/downloads/) -- OPTIONAL: If you want to train the TransformerModel on a Nvidia GPU (much faster!): [CUDA Toolkit 10.2](https://developer.nvidia.com/cuda-downloads) +- OPTIONAL: Some models can be trained on a Nvidia GPU (much faster!): [CUDA Toolkit 10.2](https://developer.nvidia.com/cuda-downloads) - OPTIONAL: If you want to deploy it as a Docker container: [Docker](https://www.docker.com/) runtime environment ### Installing @@ -108,9 +111,21 @@ This endpoint updates the model with additional labeled training data. As the us Although there is no designated endpoint for fetching specific, query-based tenders, each core function requires downloading, parsing and extracting tenders which the Fetcher module is responsible for. This is why this subsection explains in detail the communication flow of fetching a tender, as seen in the following figure. As soon as the Fetcher module gets a request, it immediately delegates the request to the TedFetcher. In defiance of this extra delegation, this pattern allows developers to add additional data sources such as national public procurement platforms. As TED API supports pagination with up to 100 tender documents per API call, the TedFetcher needs to enter a loop. In each iteration, it calls get_xml_contracts with i as the page number. Subsequently, the triggered TedDownloader issues a REST call to the TED API as described in the Fetch Tender section. Once it has parsed the response and returned the list of XML documents of the i-th page, the TedFetcher module calls the extract method from the TedExtractor. This second step instantiates and initializes a new Tender entity by extracting CPV code, id, title and description out of the XML document. As soon as the component either reaches the requested number c of tenders or exceeds the maximum number of pages (which implies that fewer tenders than intended are returned), the module returns the list of Tender entities. ![Fetch models](doc/get.png) +## Logging +The FullTextTransformer model has support for wandb to log statistics of a training run of the model. The logs can be accessed on the [Weights & Biases (wandb) portal](https://wandb.ai/home). + +To write logs to the platform, the user has to be logged in. Provided the the corresponding `wandb package has been istalled via pip, which is the case +if all requirements have been installed, the user ca login via following command: + +`wandb login` + +No the logged metrics of runs of the FullTextTransformerModel can be viewed on the wandb-acocunt associated with the used +credentials on [https://www.wandb.com/](https://www.wandb.com/). + ## Authors * **Nicolas Griebenow** - *Initial work* - [ngriebenow](https://github.com/ngriebenow) +* **Lukas Arnhold** - *Further development of classification models* - [larnhold](https://github.com/larnhold) From 5c625982637f33311f713a29edbce1bd2236b50f Mon Sep 17 00:00:00 2001 From: larnhold Date: Sun, 6 Dec 2020 16:43:53 +0100 Subject: [PATCH 44/86] updated readme --- README.md | 15 ++++++++++++--- doc/datamodel.png | Bin 41745 -> 21772 bytes 2 files changed, 12 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 5adcc17..b05d93f 100644 --- a/README.md +++ b/README.md @@ -78,6 +78,7 @@ You can deploy the backend of tenderclass by using a Docker container. ## API Endpoints Documentation for the API Endpoints is available in Swagger UI. After starting the web server, enter the following web site into your browser:
+ [API Documenation](http://localhost:5000/swagger) ## Architecture @@ -86,33 +87,41 @@ The back end incorporates the business logic and Machine Learning services inclu - Trainer: This module trains the model by fetching two tender sets (positive tenders and negative tenders), labeling them and then feeding them to the model. It also allows to reset the model. - Fetcher: This class is responsible for downloading tenders from the internet. Although it only delegates the request to the TedFetcher, there is the possibility that tenderclass could also address other public procurement data sources next to TED. This component would decide which data source should be used. - TedFetcher: Given a number and a search query, this component automatically downloads the raw XML tender data using the TedDownloader. Afterwards, it delegates the XML document to TedExtractor, which builds up the Tender entity by extracting the relevant fields from the XML document. + ![Component Diagram](doc/arch2.png) ### Data model -The prototype tenderclass implements two types of entities. A Tender represents one single public procurement notice. It holds the unique identifier of type string, which is assigned externally by TED, the hyperlink to the official TED website document of type string as well as the -list of CPV codes of type list of strings. Moreover, each tender consists of an array of at least one LanguageEntity. This entity holds the language-specific information such as title of type string and description of type string. Although requirement analysis only dictates to support German public procurement notices, the data model already supports multiple languages in case of extending the prototype with additional features such as multi-language or translation support. The following figure shows the corresponding class diagram of the data model. +The prototype tenderclass implements two types of entities. A Tender represents one single public procurement notice. It holds the unique identifier of type string, which is assigned externally by TED, the list of CPV codes of type list of strings and the language of the original submission of the procurment notive. +Moreover, each tender consists of an array of at least one LanguageEntity which is the language entity in the language of the original publication. +This entity holds the language-specific information such as title of type string and description of type string and additionally a link to the procurement on the TED webite. +Although requirement analysis only dictates to support German public procurement notices, the data model already supports multiple languages in case of extending the prototype with additional features such as multi-language or translation support. The following figure shows the corresponding class diagram of the data model. + ![Data model](doc/datamodel.png) ## Endpoints and Program Flow ### Get recommendations This endpoint downloads all tenders published on the current date, classifies them and then only returns the positive tenders as recommendation. The following figure depicts the communication flow. After receiving the request, firstly the Flask web server delegates it to the Recommender module. This component uses the Fetcher module for downloading and parsing the tenders. The Fetch Model section displays its sequence communication in more detail. Subsequently, the Recommender module only returns those tenders the model has classified to be interesting. + ![Get recommendations](doc/recommendations.png) ### Create new model This endpoint creates a new model and trains it with two distinct sets of tenders. For this purpose, the JSON body requires four different properties. The pos_number attribute indicates how many positive tenders the application should download from TED and feed to the model. Thereby, the pos_search_criteria specifies the constraints each positive tender must fulfill. In this case, at least one CPV code must start with 72. Analogously, the same procedure applies for the negative tenders. The following figure illustrates the communication flow. After receiving the request from the Flask web server, the Trainer component firstly creates a new model. Secondly, it fetches both sets of positive and negative tenders respectively. With the tenders wrapped to tuples together with their corresponding labels (1 for positive, 0 for negative), the Trainer module randomly shuffles the tuples. The reason is that otherwise, the model would firstly be trained with the series of positive tenders and afterwards with the series of negative tenders. To counteract this imbalance, the following train call receives the shuffled list of labeled tenders. + ![Create new model](doc/newmodel.png) ### Train from web This endpoint updates the model with additional labeled training data. As the user should have the possibility to either confirm or reject the recommendations, this endpoint fits the model with feedback data. For that reason, the Flask web server accepts a JSON body with two properties. The ids property is a JSON list of tender identifiers which tenderclass automatically downloads. The labels property is an integer list which gives the corresponding labels for these tenders. The i-th label belongs to the i-th id. This is why both lists must be of the same length. Similar to the get recommendations endpoint in the previous section, Flask delegates the request to another component, but this time to the Trainer. The following figure outlines the communication flow. As this module only knows the ids, but not the actual tender data, it first of all needs to download the entire tender metadata. This is why it builds up a search criteria query in the way that the tender id must equal to at least one id in the list. After passing this search criteria to the Fetcher, it receives all tender entities that have been found. As a second step, the Trainer module maps the downloaded tenders to the given labels before wrapping them to tuples. By passing them to the train method, the Model component feeds those labeled tenders to its internal classification model. Finally, the flask web server returns with ok. + ![Train from web](doc/train.png) ### Fetch models Although there is no designated endpoint for fetching specific, query-based tenders, each core function requires downloading, parsing and extracting tenders which the Fetcher module is responsible for. This is why this subsection explains in detail the communication flow of fetching a tender, as seen in the following figure. As soon as the Fetcher module gets a request, it immediately delegates the request to the TedFetcher. In defiance of this extra delegation, this pattern allows developers to add additional data sources such as national public procurement platforms. As TED API supports pagination with up to 100 tender documents per API call, the TedFetcher needs to enter a loop. In each iteration, it calls get_xml_contracts with i as the page number. Subsequently, the triggered TedDownloader issues a REST call to the TED API as described in the Fetch Tender section. Once it has parsed the response and returned the list of XML documents of the i-th page, the TedFetcher module calls the extract method from the TedExtractor. This second step instantiates and initializes a new Tender entity by extracting CPV code, id, title and description out of the XML document. As soon as the component either reaches the requested number c of tenders or exceeds the maximum number of pages (which implies that fewer tenders than intended are returned), the module returns the list of Tender entities. + ![Fetch models](doc/get.png) ## Logging -The FullTextTransformer model has support for wandb to log statistics of a training run of the model. The logs can be accessed on the [Weights & Biases (wandb) portal](https://wandb.ai/home). +The FullTextTransformer model has support for wandb to log statistics of a training run of the model. The logs can be accessed on the [Weights & Biases](https://wandb.ai/home) (wandb) portal. To write logs to the platform, the user has to be logged in. 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zb|amBYc`E|;h2VHoYg#vdE1$|`C+t)5ODSr8-%;-d|zlFMi-clPw!ujeoe{_jxL6# zPyAD>>oF@^WHIVtC4&0%1KmV`I_J{6=~5Z?sEaiLAm(=08am!p@&l;4F)2p3f(NS!Mo-!K`w=219pHL9l@`~u?MyV41xj=c;-yI6{uv>Tyeq^R3( zYgIq?1IO>iPcGV`9cBMRX3K3I8jypsiw1cVFC-@ia_%ZM%`}eyO^LtV2$el0AC3m1 zy+3@8Z?5%n4&(6l-D+*}%4Q(sw2pB1iQsY~4w4Rp9|Rwe1I__whsWDF;+S|R5&=iT p6F1{ Date: Sun, 6 Dec 2020 19:09:04 +0100 Subject: [PATCH 46/86] use api v1 instead of v2 --- src/main.py | 12 +++++----- src/routes/v1/model.py | 20 +++++++++------- src/routes/v1/web.py | 16 ++++++------- src/routes/v2/__init__.py | 0 src/routes/v2/model.py | 21 ----------------- src/routes/v2/persistence.py | 30 ------------------------ src/routes/v2/web.py | 44 ------------------------------------ 7 files changed, 25 insertions(+), 118 deletions(-) delete mode 100644 src/routes/v2/__init__.py delete mode 100644 src/routes/v2/model.py delete mode 100644 src/routes/v2/persistence.py delete mode 100644 src/routes/v2/web.py diff --git a/src/main.py b/src/main.py index 0c7bb01..db1d8d9 100644 --- a/src/main.py +++ b/src/main.py @@ -11,9 +11,9 @@ sys.path.append(os.getcwd()[:os.getcwd().index('src')]) # import routes -from src.routes.v2.model import model_blueprint -from src.routes.v2.persistence import persistence_blueprint -from src.routes.v2.web import web_blueprint +from src.routes.v1.model import model_blueprint +from src.routes.v1.persistence import persistence_blueprint +from src.routes.v1.web import web_blueprint # set up logging logger = logging.getLogger(__name__) @@ -25,9 +25,9 @@ #setup routes app = Flask(__name__) -app.register_blueprint(model_blueprint, url_prefix="/api/v2/model") -app.register_blueprint(web_blueprint, url_prefix="/api/v2/web") -app.register_blueprint(persistence_blueprint, url_prefix="/api/v2/persistence") +app.register_blueprint(model_blueprint, url_prefix="/api/v1/model") +app.register_blueprint(web_blueprint, url_prefix="/api/v1/web") +app.register_blueprint(persistence_blueprint, url_prefix="/api/v1/persistence") CORS(app) # set up Swagger documentation diff --git a/src/routes/v1/model.py b/src/routes/v1/model.py index c04d1cc..125b684 100644 --- a/src/routes/v1/model.py +++ b/src/routes/v1/model.py @@ -1,17 +1,21 @@ -from flask import Blueprint, request +from http.client import BAD_REQUEST + +from flask import Blueprint, request, abort from src.config import tender_trainer +from src.validation.create_new_validation import CreateNewValidation +from marshmallow import ValidationError model_blueprint = Blueprint('model_blueprint', __name__) +create_new_validation = CreateNewValidation() @model_blueprint.route("/new", methods=['POST']) def post_create_new(): - body = request.json - pos_number = body["pos_number"] - neg_number = body["neg_number"] - pos_search_criteria = body["pos_search_criteria"] - neg_search_criteria = body["neg_search_criteria"] + try: + model = create_new_validation.load(request.json) - tender_trainer.create_and_init(pos_number, pos_search_criteria, neg_number, neg_search_criteria) + tender_trainer.create_and_init(model.pos_number, model.pos_search_criteria, model.neg_number, model.neg_search_criteria) - return "ok" + return "ok" + except ValidationError as err: + abort(BAD_REQUEST, str(err.messages)) diff --git a/src/routes/v1/web.py b/src/routes/v1/web.py index d1510f3..5a809da 100644 --- a/src/routes/v1/web.py +++ b/src/routes/v1/web.py @@ -13,11 +13,12 @@ def get_recommendations(): if count is None: # download all tenders (indicated by count=0) count = 0 - today = request.args.get('date') - if today is None: - # DEFAULT: get tenders of today - today = datetime.strftime(date.today(), "%Y%m%d") - search_criteria = " AND PD=[" + today + "]" + date_filter = request.args.get('date') + search_criteria = "" + if date_filter and "undefined" not in date_filter: + # DEFAULT: get all tender without specific date + search_criteria = " AND PD=[" + date_filter + "]" + tenders = tender_recommender.get_recommendations(count, search_criteria) return jsonify(list(map(lambda x: x.get_dict(), tenders))) @@ -32,15 +33,12 @@ def post_train_from_web(): return "ok" -### Additional endpoints for saving tenders and training tenders from the file system. -### NOT documented yet because it is not scope of this bachelor thesis - @web_blueprint.route("/", methods=['GET']) def get_all(): count = int(request.args.get('count')) date_filter = request.args.get('date') search_criteria = "" - if date_filter: + if date_filter and "undefined" not in date_filter: search_criteria = " AND PD=[" + date_filter + "]" tenders = tender_recommender.get_all(count, search_criteria=search_criteria) return jsonify(list(map(lambda x: x.get_dict(), tenders))) diff --git a/src/routes/v2/__init__.py b/src/routes/v2/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/src/routes/v2/model.py b/src/routes/v2/model.py deleted file mode 100644 index 125b684..0000000 --- a/src/routes/v2/model.py +++ /dev/null @@ -1,21 +0,0 @@ -from http.client import BAD_REQUEST - -from flask import Blueprint, request, abort -from src.config import tender_trainer -from src.validation.create_new_validation import CreateNewValidation -from marshmallow import ValidationError - -model_blueprint = Blueprint('model_blueprint', __name__) -create_new_validation = CreateNewValidation() - - -@model_blueprint.route("/new", methods=['POST']) -def post_create_new(): - try: - model = create_new_validation.load(request.json) - - tender_trainer.create_and_init(model.pos_number, model.pos_search_criteria, model.neg_number, model.neg_search_criteria) - - return "ok" - except ValidationError as err: - abort(BAD_REQUEST, str(err.messages)) diff --git a/src/routes/v2/persistence.py b/src/routes/v2/persistence.py deleted file mode 100644 index 390518c..0000000 --- a/src/routes/v2/persistence.py +++ /dev/null @@ -1,30 +0,0 @@ -from flask import Blueprint, request - -from src.config import tender_recommender, tender_persistence, tender_trainer - -persistence_blueprint = Blueprint('persistence_blueprint', __name__) - - -### Additional endpoints for saving tenders and training tenders from the file system. -### NOT documented yet because it is not scope of this bachelor thesis - -@persistence_blueprint.route("/save", methods=['POST']) -def post_save(): - path = request.json["path"] - search_criteria = request.json["search_criteria"] - count = int(request.args.get('count')) - tenders = tender_recommender.get_all(count, search_criteria=search_criteria) - tender_persistence.save(tenders, path) - - return "ok" - - -@persistence_blueprint.route("/train", methods=['POST']) -def post_train_from_persistence(): - neg_path = request.json["neg_path"] - pos_path = request.json["pos_path"] - neg_tenders = tender_persistence.load(neg_path) - pos_tenders = tender_persistence.load(pos_path) - tender_trainer.train_from_entities(neg_tenders, pos_tenders) - - return "ok" diff --git a/src/routes/v2/web.py b/src/routes/v2/web.py deleted file mode 100644 index 5a809da..0000000 --- a/src/routes/v2/web.py +++ /dev/null @@ -1,44 +0,0 @@ -from flask import Blueprint, request, jsonify -from datetime import date -from datetime import datetime -from src.config import tender_recommender, tender_trainer - -web_blueprint = Blueprint('web_blueprint', __name__) - - -@web_blueprint.route("/recommendations", methods=['GET']) -def get_recommendations(): - # use query parameters to overwrite default count and date - count = int(request.args.get('count')) - if count is None: - # download all tenders (indicated by count=0) - count = 0 - date_filter = request.args.get('date') - search_criteria = "" - if date_filter and "undefined" not in date_filter: - # DEFAULT: get all tender without specific date - search_criteria = " AND PD=[" + date_filter + "]" - - tenders = tender_recommender.get_recommendations(count, search_criteria) - return jsonify(list(map(lambda x: x.get_dict(), tenders))) - - -@web_blueprint.route("/train", methods=['POST']) -def post_train_from_web(): - body = request.json - train_tender_ids = body["ids"] - train_tender_labels = body["labels"] - tender_trainer.train(train_tender_ids, train_tender_labels) - - return "ok" - - -@web_blueprint.route("/", methods=['GET']) -def get_all(): - count = int(request.args.get('count')) - date_filter = request.args.get('date') - search_criteria = "" - if date_filter and "undefined" not in date_filter: - search_criteria = " AND PD=[" + date_filter + "]" - tenders = tender_recommender.get_all(count, search_criteria=search_criteria) - return jsonify(list(map(lambda x: x.get_dict(), tenders))) From 1cc4bde26bb32ad056743986b425c3a7afc6ef65 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 16 Dec 2020 22:18:34 +0100 Subject: [PATCH 47/86] add fFullTextFastTextModel --- src/classifier/FullTextFastTextModel.py | 126 ++++++++++++++++++ src/classifier/FullTextSvmModel.py | 24 ++-- .../config/TransformerModelConfig.py | 12 +- src/fetcher/Fetcher.py | 2 +- 4 files changed, 149 insertions(+), 15 deletions(-) create mode 100644 src/classifier/FullTextFastTextModel.py diff --git a/src/classifier/FullTextFastTextModel.py b/src/classifier/FullTextFastTextModel.py new file mode 100644 index 0000000..dfbba2d --- /dev/null +++ b/src/classifier/FullTextFastTextModel.py @@ -0,0 +1,126 @@ +import csv +import logging +import string +from typing import List + +import pandas as pd +import fasttext.util +from sklearn import svm +from sklearn import metrics +from sklearn.metrics import confusion_matrix +from spacy.lang.de.stop_words import STOP_WORDS +import spacy + +from sklearn.model_selection import train_test_split +from spacy.lang.de import German + +from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier +from src.entity.LabeledTenderCollection import LabelledTenderCollection +from src.entity.Tender import Tender + +punctuations = string.punctuation +logger = logging.getLogger(__name__) + + +class FullTextFastTextModel(TenderClassClassifier): + + def __init__(self): + self.nlp = spacy.load('de_core_news_sm') + self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] + self.parser = German() + self.stopwords = list(STOP_WORDS) + self.stopwords.extend(self.domain_stopwords) + # fasttext.util.download_model('de', if_exists='ignore') + # self.create_new_model() + + def classify(self, tenders: List[Tender]): + pass + + def spacy_tokenizer(self, sentence): + sentence_tokens = self.parser(sentence) + sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in + sentence_tokens] + sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] + return sentence_tokens + + def save_dataset(self, dataset, name): + dataset.to_csv(name, + index=False, + sep=" ", + header=None, + quoting=csv.QUOTE_NONE, + quotechar="", + escapechar=" ") + + def train(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + complete_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), + "description": labelled_tenders_collection.get_original_language_entity_description(), + "label": labelled_tenders_collection.get_labels()}) + complete_df = complete_df.dropna() + + # tokenize + logger.info("Tokenize") + complete_df.iloc[:, 0] = complete_df.iloc[:, 0].apply(lambda x: " ".join(self.spacy_tokenizer(x))) + complete_df.iloc[:, 1] = complete_df.iloc[:, 1].apply(lambda x: " ".join(self.spacy_tokenizer(x))) + + # prefix label to FastText format + logger.info("Prefixing") + complete_df.iloc[:, 2] = complete_df.iloc[:, 2].apply(lambda x: "__label__" + str(x)) + + # train / test split + train_df, val_df = train_test_split(complete_df, test_size=0.1) + + self.save_dataset(train_df[["title", "label"]], "title_train.csv") + self.save_dataset(val_df[["title", "label"]], "title_val.csv") + + self.save_dataset(train_df[["description", "label"]], "desc_train.csv") + self.save_dataset(val_df[["description", "label"]], "desc_val.csv") + + logger.info("Training model") + model_title = fasttext.train_supervised("title_train.csv", wordNgrams=2) + model_desc = fasttext.train_supervised("desc_train.csv", wordNgrams=2) + logger.info("Title acc.: " + str(model_title.test("title_val.csv"))) + logger.info("Description acc.: " + str(model_desc.test("desc_val.csv"))) + + # train the linear classifier + svm_train = pd.DataFrame({ + "title_pos_prob": [self.extract_pos_probability(model_title.predict(x)) for x in train_df["title"].values.tolist()], + "desc_pos_prob": [self.extract_pos_probability(model_desc.predict(x)) for x in train_df["description"].values.tolist()], + "label": [0 if x == "__label__0" else 1 for x in train_df["label"].values.tolist()] + }) + + X_train, y_train = (svm_train[["title_pos_prob", "desc_pos_prob"]], svm_train["label"]) + + clf = svm.SVC(kernel='linear') + clf.fit(X_train, y_train) + + # validation + # train the linear classifier + val_svm = pd.DataFrame({ + "title_pos_prob": [self.extract_pos_probability(model_title.predict(x)) for x in val_df["title"].values.tolist()], + "desc_pos_prob": [self.extract_pos_probability(model_desc.predict(x)) for x in val_df["description"].values.tolist()], + "label": [0 if x == "__label__0" else 1 for x in val_df["label"].values.tolist()] + }) + + y_pred = clf.predict(val_svm[["title_pos_prob", "desc_pos_prob"]]) + logger.info("Accuracy:", metrics.accuracy_score(val_svm["label"], y_pred)) + + tn, fp, fn, tp = confusion_matrix(val_svm["label"], y_pred).ravel() + logger.info(f"tn: {tn} fp: {fp}") + logger.info(f"fn: {fn} tp:{tp}") + + def extract_pos_probability(self, fast_text_prediction): + (label, probability) = fast_text_prediction + label = 0 if label[0] == "__label__0" else 1 + probability = probability[0] + + return probability if label == 1 else (1 - probability) + + def save_model(self): + pass + + def create_new_model(self): + # self.model = fasttext.load_model('cc.en.300.bin') + pass diff --git a/src/classifier/FullTextSvmModel.py b/src/classifier/FullTextSvmModel.py index 8d9af49..998a1a7 100644 --- a/src/classifier/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel.py @@ -1,17 +1,17 @@ -import re +import logging import nltk import pandas as pd from sklearn.linear_model import SGDClassifier -from sklearn.metrics import accuracy_score +from sklearn.metrics import accuracy_score, confusion_matrix from sklearn.model_selection import train_test_split, cross_val_score import spacy from sklearn.base import TransformerMixin, BaseEstimator from sklearn.pipeline import Pipeline, FeatureUnion from sklearn.svm import LinearSVC, SVC from sklearn.feature_extraction.text import TfidfVectorizer, CountVectorizer, TfidfTransformer -from spacy.lang.en.stop_words import STOP_WORDS -from spacy.lang.en import English +from spacy.lang.de import German +from spacy.lang.de.stop_words import STOP_WORDS import string from nltk.stem import WordNetLemmatizer @@ -20,15 +20,19 @@ punctuations = string.punctuation +logger = logging.getLogger(__name__) + class FullTextSvmModel(TenderClassClassifier): def __init__(self): nltk.download('punkt') nltk.download('wordnet') self.stopwords = list(STOP_WORDS) - self.nlp = spacy.load("en") + self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] + self.stopwords.extend(self.domain_stopwords) + self.nlp = spacy.load("de") self.lemma = WordNetLemmatizer() - self.parser = English() + self.parser = German() self.stemmer = nltk.PorterStemmer() self.punctuations = string.punctuation self.domain_stopwords = ["contract", "system", "service", "tender", "company", "notice", "procurement", @@ -63,7 +67,7 @@ def get_params(self, deep=True): return {} def classify(self, tenders): - titles = list(map(lambda x: x.get_title("EN"), tenders)) + titles = list(map(lambda x: x.get_title("DE"), tenders)) predictions = self.model.predict(titles) tuples = zip(tenders, predictions) selected_tenders = [t for t, p in tuples if p == 1] @@ -73,7 +77,7 @@ def train(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) #create the pandas df - training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles(), "descriptions": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) + training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles("DE"), "descriptions": labelled_tenders_collection.get_descriptions("DE"), "label": labelled_tenders_collection.get_labels()}) # remove null values (description is not alway set) training_df = training_df X = training_df['titles'] @@ -170,5 +174,9 @@ def fit(self, df, y=None): print("Newest Score:") print(accuracy_score(y_test2, y_pred2)) + tn, fp, fn, tp = confusion_matrix(y_test2, y_pred2).ravel() + logger.info(f"tn: {tn} fp: {fp}") + logger.info(f"fn: {fn} tp:{tp}") + def create_new_model(self): pass diff --git a/src/classifier/PytorchTransformer/config/TransformerModelConfig.py b/src/classifier/PytorchTransformer/config/TransformerModelConfig.py index b5f74db..c7b92e8 100644 --- a/src/classifier/PytorchTransformer/config/TransformerModelConfig.py +++ b/src/classifier/PytorchTransformer/config/TransformerModelConfig.py @@ -45,12 +45,12 @@ def bert_multilang_frozen(cls): max_len_desc, batch_size, epochs, name="StandardModel") @classmethod - def bert_multilang(cls): - tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") - model_desc = AutoModel.from_pretrained("bert-base-multilingual-uncased") - tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-uncased") - model_title = AutoModel.from_pretrained("distilbert-base-uncased") - max_len_title = 75 + def bert_german(cls): + tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-german-cased") + model_desc = AutoModel.from_pretrained("bert-base-german-cased") + tokenizer_title = AutoTokenizer.from_pretrained("bert-base-german-cased") + model_title = AutoModel.from_pretrained("bert-base-german-cased") + max_len_title = 40 max_len_desc = 300 batch_size = 32 epochs = 4 diff --git a/src/fetcher/Fetcher.py b/src/fetcher/Fetcher.py index 15b4254..5eaa59e 100644 --- a/src/fetcher/Fetcher.py +++ b/src/fetcher/Fetcher.py @@ -13,6 +13,6 @@ class Fetcher: def __init__(self): self.ted_fetcher = TedFetcher() - def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0) -> List[Tender]: + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN", "FR", "IT", "ES", "PL"], page_offset: int = 0) -> List[Tender]: return self.ted_fetcher.get(count, load_documents, search_criteria, languages, page_offset) From 9f320f14080b1efd6535585a2060a38753c5dcfa Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 16 Dec 2020 22:31:00 +0100 Subject: [PATCH 48/86] refactor classifier folder structure --- .../{ => FullTextFastTextModel}/FullTextFastTextModel.py | 2 +- .../__init__.py | 0 src/classifier/{ => FullTextSvmModel}/FullTextSvmModel.py | 2 +- .../config => FullTextSvmModel}/__init__.py | 0 .../FullTextTransformerModel.py | 8 ++++---- .../PytorchTransformer/PyTorchLighningTransformer.py | 2 +- .../PytorchTransformer}/__init__.py | 0 .../PytorchTransformer/config/TransformerModelConfig.py | 0 .../PytorchTransformer/config/__init__.py | 0 .../PytorchTransformer/data_processing/BertDataSet.py | 4 ++-- .../data_processing/BertPreprocessor.py | 2 +- .../PytorchTransformer/data_processing/__init__.py | 0 src/classifier/FullTextTransformerModel/__init__.py | 0 src/classifier/{ => SpacyScikitModel}/SpacyScikitModel.py | 2 +- src/classifier/SpacyScikitModel/__init__.py | 0 src/classifier/{interfaces => }/TenderClassClassifier.py | 0 src/classifier/{ => TransformerModel}/TransformerModel.py | 2 +- src/classifier/TransformerModel/__init__.py | 0 src/config.py | 2 ++ 19 files changed, 14 insertions(+), 12 deletions(-) rename src/classifier/{ => FullTextFastTextModel}/FullTextFastTextModel.py (98%) rename src/classifier/{PytorchTransformer => FullTextFastTextModel}/__init__.py (100%) rename src/classifier/{ => FullTextSvmModel}/FullTextSvmModel.py (98%) rename src/classifier/{PytorchTransformer/config => FullTextSvmModel}/__init__.py (100%) rename src/classifier/{ => FullTextTransformerModel}/FullTextTransformerModel.py (90%) rename src/classifier/{ => FullTextTransformerModel}/PytorchTransformer/PyTorchLighningTransformer.py (98%) rename src/classifier/{interfaces => FullTextTransformerModel/PytorchTransformer}/__init__.py (100%) rename src/classifier/{ => FullTextTransformerModel}/PytorchTransformer/config/TransformerModelConfig.py (100%) create mode 100644 src/classifier/FullTextTransformerModel/PytorchTransformer/config/__init__.py rename src/classifier/{ => FullTextTransformerModel}/PytorchTransformer/data_processing/BertDataSet.py (76%) rename src/classifier/{ => FullTextTransformerModel}/PytorchTransformer/data_processing/BertPreprocessor.py (96%) create mode 100644 src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/__init__.py create mode 100644 src/classifier/FullTextTransformerModel/__init__.py rename src/classifier/{ => SpacyScikitModel}/SpacyScikitModel.py (98%) create mode 100644 src/classifier/SpacyScikitModel/__init__.py rename src/classifier/{interfaces => }/TenderClassClassifier.py (100%) rename src/classifier/{ => TransformerModel}/TransformerModel.py (96%) create mode 100644 src/classifier/TransformerModel/__init__.py diff --git a/src/classifier/FullTextFastTextModel.py b/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py similarity index 98% rename from src/classifier/FullTextFastTextModel.py rename to src/classifier/FullTextFastTextModel/FullTextFastTextModel.py index dfbba2d..12480e0 100644 --- a/src/classifier/FullTextFastTextModel.py +++ b/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py @@ -14,7 +14,7 @@ from sklearn.model_selection import train_test_split from spacy.lang.de import German -from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier +from classifier.TenderClassClassifier import TenderClassClassifier from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender diff --git a/src/classifier/PytorchTransformer/__init__.py b/src/classifier/FullTextFastTextModel/__init__.py similarity index 100% rename from src/classifier/PytorchTransformer/__init__.py rename to src/classifier/FullTextFastTextModel/__init__.py diff --git a/src/classifier/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py similarity index 98% rename from src/classifier/FullTextSvmModel.py rename to src/classifier/FullTextSvmModel/FullTextSvmModel.py index 998a1a7..874a854 100644 --- a/src/classifier/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -15,7 +15,7 @@ import string from nltk.stem import WordNetLemmatizer -from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier +from classifier.TenderClassClassifier import TenderClassClassifier from src.entity.LabeledTenderCollection import LabelledTenderCollection punctuations = string.punctuation diff --git a/src/classifier/PytorchTransformer/config/__init__.py b/src/classifier/FullTextSvmModel/__init__.py similarity index 100% rename from src/classifier/PytorchTransformer/config/__init__.py rename to src/classifier/FullTextSvmModel/__init__.py diff --git a/src/classifier/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py similarity index 90% rename from src/classifier/FullTextTransformerModel.py rename to src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 8a5e902..38472b2 100644 --- a/src/classifier/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -7,10 +7,10 @@ from torch.utils.data import DataLoader from pytorch_lightning.loggers import WandbLogger -from src.classifier.PytorchTransformer.data_processing.BertDataSet import BertDataSet -from src.classifier.PytorchTransformer.PyTorchLighningTransformer import PyTorchTransformerLightning -from src.classifier.PytorchTransformer.config.TransformerModelConfig import PytorchTransformerConfig -from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier +from classifier.FullTextTransformerModel.PytorchTransformer import BertDataSet +from classifier.FullTextTransformerModel.PytorchTransformer import PyTorchTransformerLightning +from classifier.FullTextTransformerModel.PytorchTransformer.config import PytorchTransformerConfig +from classifier.TenderClassClassifier import TenderClassClassifier from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender diff --git a/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py similarity index 98% rename from src/classifier/PytorchTransformer/PyTorchLighningTransformer.py rename to src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py index af7d940..fdb3670 100644 --- a/src/classifier/PytorchTransformer/PyTorchLighningTransformer.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py @@ -3,7 +3,7 @@ from pytorch_lightning import LightningModule from transformers import AdamW, get_linear_schedule_with_warmup -from src.classifier.PytorchTransformer.config import TransformerModelConfig +from classifier.FullTextTransformerModel.PytorchTransformer.config import TransformerModelConfig class PyTorchTransformerLightning(LightningModule): diff --git a/src/classifier/interfaces/__init__.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/__init__.py similarity index 100% rename from src/classifier/interfaces/__init__.py rename to src/classifier/FullTextTransformerModel/PytorchTransformer/__init__.py diff --git a/src/classifier/PytorchTransformer/config/TransformerModelConfig.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/config/TransformerModelConfig.py similarity index 100% rename from src/classifier/PytorchTransformer/config/TransformerModelConfig.py rename to src/classifier/FullTextTransformerModel/PytorchTransformer/config/TransformerModelConfig.py diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/config/__init__.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/config/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/classifier/PytorchTransformer/data_processing/BertDataSet.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py similarity index 76% rename from src/classifier/PytorchTransformer/data_processing/BertDataSet.py rename to src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py index b7766fe..0ee7bb0 100644 --- a/src/classifier/PytorchTransformer/data_processing/BertDataSet.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py @@ -1,8 +1,8 @@ import torch from torch.utils.data import Dataset -from src.classifier.PytorchTransformer.data_processing.BertPreprocessor import BertPreprocessor -from src.classifier.PytorchTransformer.config.TransformerModelConfig import PytorchTransformerConfig +from classifier.FullTextTransformerModel.PytorchTransformer import BertPreprocessor +from classifier.FullTextTransformerModel.PytorchTransformer.config import PytorchTransformerConfig class BertDataSet(Dataset): diff --git a/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py similarity index 96% rename from src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py rename to src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py index 2792156..7bd5a6f 100644 --- a/src/classifier/PytorchTransformer/data_processing/BertPreprocessor.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py @@ -2,7 +2,7 @@ import torch -from src.classifier.PytorchTransformer.config.TransformerModelConfig import PytorchTransformerConfig +from classifier.FullTextTransformerModel.PytorchTransformer.config import PytorchTransformerConfig from src.entity.Tender import Tender diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/__init__.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/classifier/FullTextTransformerModel/__init__.py b/src/classifier/FullTextTransformerModel/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/classifier/SpacyScikitModel.py b/src/classifier/SpacyScikitModel/SpacyScikitModel.py similarity index 98% rename from src/classifier/SpacyScikitModel.py rename to src/classifier/SpacyScikitModel/SpacyScikitModel.py index 4670728..1ec2689 100644 --- a/src/classifier/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel/SpacyScikitModel.py @@ -10,7 +10,7 @@ import string import logging -from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier +from classifier.TenderClassClassifier import TenderClassClassifier logger = logging.getLogger(__name__) diff --git a/src/classifier/SpacyScikitModel/__init__.py b/src/classifier/SpacyScikitModel/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/classifier/interfaces/TenderClassClassifier.py b/src/classifier/TenderClassClassifier.py similarity index 100% rename from src/classifier/interfaces/TenderClassClassifier.py rename to src/classifier/TenderClassClassifier.py diff --git a/src/classifier/TransformerModel.py b/src/classifier/TransformerModel/TransformerModel.py similarity index 96% rename from src/classifier/TransformerModel.py rename to src/classifier/TransformerModel/TransformerModel.py index 3cc4cad..d3bb571 100644 --- a/src/classifier/TransformerModel.py +++ b/src/classifier/TransformerModel/TransformerModel.py @@ -6,7 +6,7 @@ from sklearn.model_selection import train_test_split -from src.classifier.interfaces.TenderClassClassifier import TenderClassClassifier +from classifier.TenderClassClassifier import TenderClassClassifier logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) diff --git a/src/classifier/TransformerModel/__init__.py b/src/classifier/TransformerModel/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/config.py b/src/config.py index 676208e..712cbf8 100644 --- a/src/config.py +++ b/src/config.py @@ -1,3 +1,5 @@ +from classifier.FullTextFastTextModel import FullTextFastTextModel +from classifier.FullTextSvmModel import FullTextSvmModel from classifier.TransformerModel import TransformerModel from src.classifier.FullTextTransformerModel import FullTextTransformerModel from src.classifier.SpacyScikitModel import SpacyScikitModel From dab59d5e07d168f1c42f27828b724d325f3af5d3 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 16 Dec 2020 22:38:10 +0100 Subject: [PATCH 49/86] fix imports --- .../FullTextTransformerModel.py | 10 ++++++---- .../PytorchTransformer/data_processing/BertDataSet.py | 5 +++-- .../data_processing/BertPreprocessor.py | 3 ++- 3 files changed, 11 insertions(+), 7 deletions(-) diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 38472b2..b64a5f4 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -7,9 +7,11 @@ from torch.utils.data import DataLoader from pytorch_lightning.loggers import WandbLogger -from classifier.FullTextTransformerModel.PytorchTransformer import BertDataSet -from classifier.FullTextTransformerModel.PytorchTransformer import PyTorchTransformerLightning -from classifier.FullTextTransformerModel.PytorchTransformer.config import PytorchTransformerConfig +from classifier.FullTextTransformerModel.PytorchTransformer.PyTorchLighningTransformer import \ + PyTorchTransformerLightning +from classifier.FullTextTransformerModel.PytorchTransformer.config.TransformerModelConfig import \ + PytorchTransformerConfig +from classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertDataSet import BertDataSet from classifier.TenderClassClassifier import TenderClassClassifier from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender @@ -18,7 +20,7 @@ class FullTextTransformerModel(TenderClassClassifier): def __init__(self): - self.config: PytorchTransformerConfig = PytorchTransformerConfig.bert_multilang() + self.config: PytorchTransformerConfig = PytorchTransformerConfig.bert_german() self.model: PyTorchTransformerLightning = self.create_new_model() def classify(self, tenders: List[Tender]): diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py index 0ee7bb0..6c8010f 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py @@ -1,8 +1,9 @@ import torch from torch.utils.data import Dataset -from classifier.FullTextTransformerModel.PytorchTransformer import BertPreprocessor -from classifier.FullTextTransformerModel.PytorchTransformer.config import PytorchTransformerConfig +from classifier.FullTextTransformerModel.PytorchTransformer.config.TransformerModelConfig import \ + PytorchTransformerConfig +from classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertPreprocessor import BertPreprocessor class BertDataSet(Dataset): diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py index 7bd5a6f..60dc4c8 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py @@ -2,7 +2,8 @@ import torch -from classifier.FullTextTransformerModel.PytorchTransformer.config import PytorchTransformerConfig +from classifier.FullTextTransformerModel.PytorchTransformer.config.TransformerModelConfig import \ + PytorchTransformerConfig from src.entity.Tender import Tender From 1ed08b3b1cb9c9324d0638c14331d4ff815f3c5a Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 16 Dec 2020 22:42:43 +0100 Subject: [PATCH 50/86] fix imports --- src/config.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/src/config.py b/src/config.py index 712cbf8..e1c85bf 100644 --- a/src/config.py +++ b/src/config.py @@ -1,8 +1,4 @@ -from classifier.FullTextFastTextModel import FullTextFastTextModel -from classifier.FullTextSvmModel import FullTextSvmModel -from classifier.TransformerModel import TransformerModel -from src.classifier.FullTextTransformerModel import FullTextTransformerModel -from src.classifier.SpacyScikitModel import SpacyScikitModel +from classifier.SpacyScikitModel.SpacyScikitModel import SpacyScikitModel from src.persistence.Persistence import Persistence from src.service.Recommender import Recommender from src.service.Trainer import Trainer From aa0fe762a6f2195b4125ab166a05ef9cd7756677 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 16 Dec 2020 23:00:57 +0100 Subject: [PATCH 51/86] cleanup of FullTextSvcModel --- .../FullTextSvmModel/FullTextSvmModel.py | 76 +++---------------- 1 file changed, 11 insertions(+), 65 deletions(-) diff --git a/src/classifier/FullTextSvmModel/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py index 874a854..577d57c 100644 --- a/src/classifier/FullTextSvmModel/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -2,14 +2,13 @@ import nltk import pandas as pd -from sklearn.linear_model import SGDClassifier from sklearn.metrics import accuracy_score, confusion_matrix -from sklearn.model_selection import train_test_split, cross_val_score +from sklearn.model_selection import train_test_split import spacy from sklearn.base import TransformerMixin, BaseEstimator from sklearn.pipeline import Pipeline, FeatureUnion -from sklearn.svm import LinearSVC, SVC -from sklearn.feature_extraction.text import TfidfVectorizer, CountVectorizer, TfidfTransformer +from sklearn.svm import SVC +from sklearn.feature_extraction.text import CountVectorizer, TfidfTransformer from spacy.lang.de import German from spacy.lang.de.stop_words import STOP_WORDS import string @@ -80,64 +79,11 @@ def train(self, labelled_tenders): training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles("DE"), "descriptions": labelled_tenders_collection.get_descriptions("DE"), "label": labelled_tenders_collection.get_labels()}) # remove null values (description is not alway set) training_df = training_df - X = training_df['titles'] + training_df.loc[training_df["descriptions"].isnull(), 'descriptions'] = training_df["titles"] + X = training_df[['titles', 'descriptions']] ylabels = training_df['label'] X_train, X_test, y_train, y_test = train_test_split(X, ylabels, test_size=0.1, random_state=0) - training_df2 = training_df - training_df2.loc[training_df2["descriptions"].isnull(), 'descriptions'] = training_df2["titles"] - X2 = training_df[['titles', 'descriptions']] - - ylabels2 = training_df['label'] - X_train2, X_test2, y_train2, y_test2 = train_test_split(X2, ylabels2, test_size=0.1, random_state=0) - - # start with the classic - # with either pure counts or tfidf features - sgd = Pipeline([ - ("count vectorizer", CountVectorizer(stop_words="english", max_features=3000)), - ("sgd", SGDClassifier(loss="modified_huber")) - ]) - sgd_tfidf = Pipeline([ - ("tfidf_vectorizer", TfidfVectorizer(stop_words="english", max_features=3000)), - ("sgd", SGDClassifier(loss="modified_huber")) - ]) - - svc = Pipeline([ - ("count_vectorizer", CountVectorizer(stop_words="english", max_features=3000)), - ("linear svc", SVC(kernel="linear")) - ]) - - svc_tfidf = Pipeline([ - ("tfidf_vectorizer", TfidfVectorizer(stop_words="english", max_features=3000)), - ("linear svc", SVC(kernel="linear", random_state=0)) - ]) - - all_models = [ - ("sgd", sgd), - ("sgd_tfidf", sgd_tfidf), - ("svc", svc), - ("svc_tfidf", svc_tfidf), - ] - - print(X_train.shape) - - unsorted_scores = [(name, cross_val_score(model, X_train, y_train, cv=2).mean()) for name, model in all_models] - scores = sorted(unsorted_scores, key=lambda x: -x[1]) - print(scores) - #svc performs best - - old = Pipeline([("cleaner", self.Predictors()), - ('vectorizer', CountVectorizer(tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), - ('classifier', LinearSVC())]) - - model = old - model.fit(X_train, y_train) - y_pred = model.predict(X_test) - print("Old Score:") - print(accuracy_score(y_test, y_pred)) - - ###########NEW - class Ectractor(BaseEstimator, TransformerMixin): def __init__(self, column): @@ -155,12 +101,12 @@ def fit(self, df, y=None): transformer_list=[ ('titles', Pipeline([ ('selector', Ectractor(column="titles")), - ('vect', CountVectorizer( max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), + ('vect', CountVectorizer(max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), ('tfidf', TfidfTransformer()) ])), ('descriptions', Pipeline([ ('selector', Ectractor(column="descriptions")), - ('vect', CountVectorizer( max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), + ('vect', CountVectorizer(max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), ('tfidf', TfidfTransformer()) ])), ], @@ -169,12 +115,12 @@ def fit(self, df, y=None): ]) self.model = pipeline - self.model.fit(X_train2, y_train2) - y_pred2 = self.model.predict(X_test2) + self.model.fit(X_train, y_train) + y_pred = self.model.predict(X_test) print("Newest Score:") - print(accuracy_score(y_test2, y_pred2)) + print(accuracy_score(y_test, y_pred)) - tn, fp, fn, tp = confusion_matrix(y_test2, y_pred2).ravel() + tn, fp, fn, tp = confusion_matrix(y_test, y_pred).ravel() logger.info(f"tn: {tn} fp: {fp}") logger.info(f"fn: {fn} tp:{tp}") From 7dd5a7e59948f6cf236b7133622d9b183cbd97aa Mon Sep 17 00:00:00 2001 From: larnhold Date: Mon, 21 Dec 2020 01:07:03 +0100 Subject: [PATCH 52/86] add kfold validation --- .../FullTextSvmModel/FullTextSvmModel.py | 73 +++++++------------ .../FullTextTransformerModel.py | 15 ++-- .../PyTorchLighningTransformer.py | 11 +-- src/classifier/TenderClassClassifier.py | 6 +- src/dev/validator.py | 67 +++++++++++++++++ src/entity/ValidationResult.py | 18 +++++ 6 files changed, 128 insertions(+), 62 deletions(-) create mode 100644 src/dev/validator.py create mode 100644 src/entity/ValidationResult.py diff --git a/src/classifier/FullTextSvmModel/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py index 577d57c..b33972c 100644 --- a/src/classifier/FullTextSvmModel/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -1,10 +1,7 @@ import logging -import nltk import pandas as pd -from sklearn.metrics import accuracy_score, confusion_matrix -from sklearn.model_selection import train_test_split -import spacy +from sklearn.metrics import accuracy_score, confusion_matrix, precision_score, recall_score, f1_score from sklearn.base import TransformerMixin, BaseEstimator from sklearn.pipeline import Pipeline, FeatureUnion from sklearn.svm import SVC @@ -12,27 +9,23 @@ from spacy.lang.de import German from spacy.lang.de.stop_words import STOP_WORDS import string -from nltk.stem import WordNetLemmatizer from classifier.TenderClassClassifier import TenderClassClassifier +from entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection punctuations = string.punctuation logger = logging.getLogger(__name__) + class FullTextSvmModel(TenderClassClassifier): def __init__(self): - nltk.download('punkt') - nltk.download('wordnet') self.stopwords = list(STOP_WORDS) self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] self.stopwords.extend(self.domain_stopwords) - self.nlp = spacy.load("de") - self.lemma = WordNetLemmatizer() self.parser = German() - self.stemmer = nltk.PorterStemmer() self.punctuations = string.punctuation self.domain_stopwords = ["contract", "system", "service", "tender", "company", "notice", "procurement", "work", "include", "support", "approximately", "management", "agreement", @@ -41,30 +34,15 @@ def __init__(self): self.stopwords = list(STOP_WORDS) self.stopwords.extend(self.domain_stopwords) - self.model = None + self.create_new_model() - def spacy_tokenizer(self, sentence): + def tokenize(self, sentence): sentence_tokens = self.parser(sentence) - sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in sentence_tokens] + sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in + sentence_tokens] sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] return sentence_tokens - class Predictors(TransformerMixin): - - def __clean_text(self, text): - if text is None: - return "" - return str(text).strip().lower() - - def transform(self, X, **transform_params): - return [self.__clean_text(text) for text in X] - - def fit(self, X, y=None, **fit_params): - return self - - def get_params(self, deep=True): - return {} - def classify(self, tenders): titles = list(map(lambda x: x.get_title("DE"), tenders)) predictions = self.model.predict(titles) @@ -72,18 +50,32 @@ def classify(self, tenders): selected_tenders = [t for t, p in tuples if p == 1] return selected_tenders - def train(self, labelled_tenders): + def prepare_data(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - #create the pandas df - training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles("DE"), "descriptions": labelled_tenders_collection.get_descriptions("DE"), "label": labelled_tenders_collection.get_labels()}) + # create the pandas df + training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles("DE"), + "descriptions": labelled_tenders_collection.get_descriptions("DE"), + "label": labelled_tenders_collection.get_labels()}) + # remove null values (description is not alway set) training_df = training_df training_df.loc[training_df["descriptions"].isnull(), 'descriptions'] = training_df["titles"] X = training_df[['titles', 'descriptions']] ylabels = training_df['label'] - X_train, X_test, y_train, y_test = train_test_split(X, ylabels, test_size=0.1, random_state=0) + return X, ylabels + + def train(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + self.model.fit(X, ylabels) + + def validate(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + y_pred = self.model.predict(X) + return ValidationResult(ylabels, y_pred) + + def create_new_model(self): class Ectractor(BaseEstimator, TransformerMixin): def __init__(self, column): @@ -101,12 +93,12 @@ def fit(self, df, y=None): transformer_list=[ ('titles', Pipeline([ ('selector', Ectractor(column="titles")), - ('vect', CountVectorizer(max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), + ('vect', CountVectorizer(max_features=1000, tokenizer=self.tokenize, ngram_range=(1, 2))), ('tfidf', TfidfTransformer()) ])), ('descriptions', Pipeline([ ('selector', Ectractor(column="descriptions")), - ('vect', CountVectorizer(max_features=1000, tokenizer=self.spacy_tokenizer, ngram_range=(1, 2))), + ('vect', CountVectorizer(max_features=1000, tokenizer=self.tokenize, ngram_range=(1, 2))), ('tfidf', TfidfTransformer()) ])), ], @@ -115,14 +107,3 @@ def fit(self, df, y=None): ]) self.model = pipeline - self.model.fit(X_train, y_train) - y_pred = self.model.predict(X_test) - print("Newest Score:") - print(accuracy_score(y_test, y_pred)) - - tn, fp, fn, tp = confusion_matrix(y_test, y_pred).ravel() - logger.info(f"tn: {tn} fp: {fp}") - logger.info(f"fn: {fn} tp:{tp}") - - def create_new_model(self): - pass diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index b64a5f4..11960e6 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -21,7 +21,7 @@ class FullTextTransformerModel(TenderClassClassifier): def __init__(self): self.config: PytorchTransformerConfig = PytorchTransformerConfig.bert_german() - self.model: PyTorchTransformerLightning = self.create_new_model() + self.create_new_model() def classify(self, tenders: List[Tender]): titles = list(map(lambda x: x.get_title("EN"), tenders)) @@ -75,13 +75,8 @@ def train(self, labelled_tenders): def save_model(self): torch.save(self.model.state_dict(), "./data/" + self.config.name) - def create_new_model(self): - self.model = PyTorchTransformerLightning(self.config) - - try: - self.model.load_state_dict(torch.load("./data/" + self.config.name)) - self.model.eval() - except: - pass + def create_new_model(self, *args): + if args[0] is not None: + self.config = args[0] - return self.model + self.model = PyTorchTransformerLightning(self.config) diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py index fdb3670..c6b3c35 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py @@ -16,9 +16,6 @@ def __init__(self, config: TransformerModelConfig, total_steps=0): # Specify number of input feature, size of hidden state and number of output features D_in, H, D_out = 768, 50, 2 - self.loss_fn = torch.nn.CrossEntropyLoss() - self.total_steps = total_steps - # Instantiate pretrained model self.model_title = config.model_title if config.model_title is not None else self.empty_model self.model_desc = config.model_desc if config.model_desc is not None else self.empty_model @@ -28,10 +25,11 @@ def __init__(self, config: TransformerModelConfig, total_steps=0): nn.Linear(D_in * self.config.num_models, H), nn.ReLU(), nn.Dropout(0.1), - nn.Linear(H, D_out) + nn.Linear(H, D_out), + nn.Sigmoid() ) - # Freeze the BERT model + # Freeze the pretrained model if config.freeze_pretrained_layers: if config.model_title is not None: for param in self.model_title.parameters(): @@ -40,6 +38,9 @@ def __init__(self, config: TransformerModelConfig, total_steps=0): for param in self.model_desc.parameters(): param.requires_grad = False + self.loss_fn = torch.nn.CrossEntropyLoss() + self.total_steps = total_steps + def empty_model(self, input_ids, attention_mask): return None diff --git a/src/classifier/TenderClassClassifier.py b/src/classifier/TenderClassClassifier.py index 76f2f4c..b3f0966 100644 --- a/src/classifier/TenderClassClassifier.py +++ b/src/classifier/TenderClassClassifier.py @@ -4,13 +4,17 @@ class TenderClassClassifier(ABC): @abstractmethod - def create_new_model(self): + def create_new_model(self, *args): pass @abstractmethod def train(self, labelled_tenders): pass + @abstractmethod + def validate(self, labelled_tenders): + pass + @abstractmethod def classify(self, tenders): pass diff --git a/src/dev/validator.py b/src/dev/validator.py new file mode 100644 index 0000000..f33bbd2 --- /dev/null +++ b/src/dev/validator.py @@ -0,0 +1,67 @@ +import json +import random +import csv +import time + +from sklearn.model_selection import KFold + +from classifier.FullTextSvmModel.FullTextSvmModel import FullTextSvmModel +from classifier.FullTextTransformerModel.FullTextTransformerModel import FullTextTransformerModel +from entity.Tender import Tender + +models = { + "FullTextSvmModel": FullTextSvmModel(), + #"FullTextTransformerModel": FullTextTransformerModel() +} + + +def load(path): + with open(path, 'r', encoding='utf8') as json_file: + tender_dicts = json.load(json_file) + tenders = list(map(lambda x: Tender.from_json_dict(x), tender_dicts)) + return tenders + + +class Validator: + def __init__(self): + self.start = time.time() + labelled_tenders = self.get_tenders() + kfold = KFold(5, True, 1) + + # enumerate splits + iteration = 0 + for train, test in kfold.split(labelled_tenders): + print('train: %s, test: %s' % (len(train), len(test))) + iteration = iteration + 1 + for name, impl in models.items(): + impl.create_new_model() + impl.train([labelled_tenders[i] for i in train]) + self.write_result(name, iteration, impl.validate([labelled_tenders[i] for i in test])) + pass + + def write_result(self, name, iteration, val_result): + with open('test_result_' + str(self.start) + '.csv', mode='a') as file: + writer = csv.writer(file, delimiter=',', quotechar='"', quoting=csv.QUOTE_MINIMAL) + + writer.writerow([name, iteration, val_result.tn, val_result.fp, val_result.fn, val_result.tp, + val_result.accuracy, val_result.precision, val_result.recall, val_result.f1]) + + def get_tenders(self): + + pos_path = "dev_pos_tenders.json" + neg_path = "dev_neg_tenders.json" + + pos_tenders = load(pos_path) + neg_tenders = load(neg_path) + + pos_labels = [1] * len(pos_tenders) + neg_labels = [0] * len(neg_tenders) + + labelled_tenders = list(zip(pos_tenders, pos_labels)) + list(zip(neg_tenders, neg_labels)) + + random.shuffle(labelled_tenders) + return labelled_tenders + + +if __name__ == '__main__': + Validator() diff --git a/src/entity/ValidationResult.py b/src/entity/ValidationResult.py new file mode 100644 index 0000000..e682227 --- /dev/null +++ b/src/entity/ValidationResult.py @@ -0,0 +1,18 @@ +from typing import List + +from sklearn.metrics import confusion_matrix, accuracy_score, precision_score, recall_score, f1_score + +from src.entity.TenderLanguageEntity import TenderLanguageEntity + + +class ValidationResult: + """ + This class serves as a place to standardize the saved validation measurements + """ + + def __init__(self, labels, pred): + self.tn, self.fp, self.fn, self.tp = confusion_matrix(labels, pred).ravel() + self.accuracy = accuracy_score(labels, pred) + self.precision = precision_score(labels, pred) + self.recall = recall_score(labels, pred) + self.f1 = f1_score(labels, pred) From 388ea52c60613415b97d914e76fab87a026324fe Mon Sep 17 00:00:00 2001 From: larnhold Date: Mon, 21 Dec 2020 14:35:34 +0100 Subject: [PATCH 53/86] validation --- .../FullTextFastTextModel.py | 104 +++++++++--------- .../validation/FullTextSvmModelDescOnly.py | 104 ++++++++++++++++++ .../validation/FullTextSvmModelTitleOnly.py | 104 ++++++++++++++++++ .../FullTextTransformerModel.py | 54 ++++++--- .../PyTorchLighningTransformer.py | 2 +- .../data_processing/BertDataSet.py | 32 ++++-- .../data_processing/BertPreprocessor.py | 2 +- .../config/TransformerModelConfig.py | 42 +++---- 8 files changed, 339 insertions(+), 105 deletions(-) create mode 100644 src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py create mode 100644 src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py rename src/classifier/FullTextTransformerModel/{PytorchTransformer => }/config/TransformerModelConfig.py (57%) diff --git a/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py b/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py index 12480e0..8adb9fd 100644 --- a/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py +++ b/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py @@ -6,15 +6,12 @@ import pandas as pd import fasttext.util from sklearn import svm -from sklearn import metrics -from sklearn.metrics import confusion_matrix from spacy.lang.de.stop_words import STOP_WORDS -import spacy -from sklearn.model_selection import train_test_split from spacy.lang.de import German from classifier.TenderClassClassifier import TenderClassClassifier +from entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender @@ -25,13 +22,23 @@ class FullTextFastTextModel(TenderClassClassifier): def __init__(self): - self.nlp = spacy.load('de_core_news_sm') self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] self.parser = German() self.stopwords = list(STOP_WORDS) self.stopwords.extend(self.domain_stopwords) - # fasttext.util.download_model('de', if_exists='ignore') - # self.create_new_model() + self.fast_text_model = None + self.svm_average_model = None + self.create_new_model() + + def predict(self, df): + val_svm = pd.DataFrame({ + "title_pos_prob": [self.extract_pos_probability(self.fast_text_model.predict(x)) for x in + df["title"].values.tolist()], + "desc_pos_prob": [self.extract_pos_probability(self.fast_text_model.predict(x)) for x in + df["description"].values.tolist()] + }) + + return self.svm_average_model.predict(val_svm[["title_pos_prob", "desc_pos_prob"]]) def classify(self, tenders: List[Tender]): pass @@ -43,20 +50,11 @@ def spacy_tokenizer(self, sentence): sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] return sentence_tokens - def save_dataset(self, dataset, name): - dataset.to_csv(name, - index=False, - sep=" ", - header=None, - quoting=csv.QUOTE_NONE, - quotechar="", - escapechar=" ") - - def train(self, labelled_tenders): + def prepare_data(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - complete_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), - "description": labelled_tenders_collection.get_original_language_entity_description(), + complete_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles("DE"), + "description": labelled_tenders_collection.get_descriptions("DE"), "label": labelled_tenders_collection.get_labels()}) complete_df = complete_df.dropna() @@ -69,47 +67,53 @@ def train(self, labelled_tenders): logger.info("Prefixing") complete_df.iloc[:, 2] = complete_df.iloc[:, 2].apply(lambda x: "__label__" + str(x)) - # train / test split - train_df, val_df = train_test_split(complete_df, test_size=0.1) + return complete_df + + def save_dataset(self, dataset, name): + dataset.to_csv(name, + index=False, + sep=" ", + header=None, + quoting=csv.QUOTE_NONE, + quotechar="", + escapechar=" ") + + def train(self, labelled_tenders): + complete_df = self.prepare_data(labelled_tenders) + + title_df = complete_df[["title", "label"]] + title_df.columns = ['value', 'label'] - self.save_dataset(train_df[["title", "label"]], "title_train.csv") - self.save_dataset(val_df[["title", "label"]], "title_val.csv") + desc_df = complete_df[["description", "label"]] + desc_df.columns = ['value', 'label'] - self.save_dataset(train_df[["description", "label"]], "desc_train.csv") - self.save_dataset(val_df[["description", "label"]], "desc_val.csv") + fasttext_training_df = pd.concat([title_df, desc_df]) + + self.save_dataset(fasttext_training_df, "fasttext_train.csv") logger.info("Training model") - model_title = fasttext.train_supervised("title_train.csv", wordNgrams=2) - model_desc = fasttext.train_supervised("desc_train.csv", wordNgrams=2) - logger.info("Title acc.: " + str(model_title.test("title_val.csv"))) - logger.info("Description acc.: " + str(model_desc.test("desc_val.csv"))) + self.fast_text_model = fasttext.train_supervised("fasttext_train.csv", wordNgrams=2) # train the linear classifier svm_train = pd.DataFrame({ - "title_pos_prob": [self.extract_pos_probability(model_title.predict(x)) for x in train_df["title"].values.tolist()], - "desc_pos_prob": [self.extract_pos_probability(model_desc.predict(x)) for x in train_df["description"].values.tolist()], - "label": [0 if x == "__label__0" else 1 for x in train_df["label"].values.tolist()] + "title_pos_prob": [self.extract_pos_probability(self.fast_text_model.predict(x)) for x in + complete_df["title"].values.tolist()], + "desc_pos_prob": [self.extract_pos_probability(self.fast_text_model.predict(x)) for x in + complete_df["description"].values.tolist()], + "label": [0 if x == "__label__0" else 1 for x in complete_df["label"].values.tolist()] }) - X_train, y_train = (svm_train[["title_pos_prob", "desc_pos_prob"]], svm_train["label"]) - - clf = svm.SVC(kernel='linear') - clf.fit(X_train, y_train) + X, y = (svm_train[["title_pos_prob", "desc_pos_prob"]], svm_train["label"]) - # validation - # train the linear classifier - val_svm = pd.DataFrame({ - "title_pos_prob": [self.extract_pos_probability(model_title.predict(x)) for x in val_df["title"].values.tolist()], - "desc_pos_prob": [self.extract_pos_probability(model_desc.predict(x)) for x in val_df["description"].values.tolist()], - "label": [0 if x == "__label__0" else 1 for x in val_df["label"].values.tolist()] - }) + self.svm_average_model = svm.SVC(kernel='linear') + self.svm_average_model.fit(X, y) - y_pred = clf.predict(val_svm[["title_pos_prob", "desc_pos_prob"]]) - logger.info("Accuracy:", metrics.accuracy_score(val_svm["label"], y_pred)) + def validate(self, labelled_tenders): + complete_df = self.prepare_data(labelled_tenders) + y_pred = self.predict(complete_df) + y_labels = [0 if x == "__label__0" else 1 for x in complete_df["label"].values.tolist()] - tn, fp, fn, tp = confusion_matrix(val_svm["label"], y_pred).ravel() - logger.info(f"tn: {tn} fp: {fp}") - logger.info(f"fn: {fn} tp:{tp}") + return ValidationResult(y_labels, y_pred) def extract_pos_probability(self, fast_text_prediction): (label, probability) = fast_text_prediction @@ -122,5 +126,5 @@ def save_model(self): pass def create_new_model(self): - # self.model = fasttext.load_model('cc.en.300.bin') - pass + self.fast_text_model = None + self.svm_average_model = None diff --git a/src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py new file mode 100644 index 0000000..27444cd --- /dev/null +++ b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py @@ -0,0 +1,104 @@ +import logging + +import pandas as pd +from sklearn.metrics import accuracy_score, confusion_matrix, precision_score, recall_score, f1_score +from sklearn.base import TransformerMixin, BaseEstimator +from sklearn.pipeline import Pipeline, FeatureUnion +from sklearn.svm import SVC +from sklearn.feature_extraction.text import CountVectorizer, TfidfTransformer +from spacy.lang.de import German +from spacy.lang.de.stop_words import STOP_WORDS +import string + +from classifier.TenderClassClassifier import TenderClassClassifier +from entity.ValidationResult import ValidationResult +from src.entity.LabeledTenderCollection import LabelledTenderCollection + +punctuations = string.punctuation + +logger = logging.getLogger(__name__) + + +class FullTextSvmModelDescOnly(TenderClassClassifier): + + def __init__(self): + self.stopwords = list(STOP_WORDS) + self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] + self.stopwords.extend(self.domain_stopwords) + self.parser = German() + self.punctuations = string.punctuation + self.domain_stopwords = ["contract", "system", "service", "tender", "company", "notice", "procurement", + "work", "include", "support", "approximately", "management", "agreement", + "office", "solution", "manage", "product", "design", "program", "project", + "supply", "trust", "equipment"] + + self.stopwords = list(STOP_WORDS) + self.stopwords.extend(self.domain_stopwords) + self.create_new_model() + + def tokenize(self, sentence): + sentence_tokens = self.parser(sentence) + sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in + sentence_tokens] + sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] + return sentence_tokens + + def classify(self, tenders): + titles = list(map(lambda x: x.get_title("DE"), tenders)) + predictions = self.model.predict(titles) + tuples = zip(tenders, predictions) + selected_tenders = [t for t, p in tuples if p == 1] + return selected_tenders + + def prepare_data(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + # create the pandas df + training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles("DE"), + "descriptions": labelled_tenders_collection.get_descriptions("DE"), + "label": labelled_tenders_collection.get_labels()}) + + # remove null values (description is not alway set) + training_df = training_df + training_df.loc[training_df["descriptions"].isnull(), 'descriptions'] = training_df["titles"] + X = training_df[['titles', 'descriptions']] + ylabels = training_df['label'] + + return X, ylabels + + def train(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + self.model.fit(X, ylabels) + + def validate(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + y_pred = self.model.predict(X) + return ValidationResult(ylabels, y_pred) + + def create_new_model(self): + class Ectractor(BaseEstimator, TransformerMixin): + + def __init__(self, column): + self.column = column + pass + + def transform(self, df, y=None): + return df[self.column] + + def fit(self, df, y=None): + return self + + pipeline = Pipeline([ + ('union', FeatureUnion( + transformer_list=[ + ('descriptions', Pipeline([ + ('selector', Ectractor(column="descriptions")), + ('vect', CountVectorizer(max_features=1000, tokenizer=self.tokenize, ngram_range=(1, 2))), + ('tfidf', TfidfTransformer()) + ])), + ], + )), + ('svc', SVC(kernel="linear", random_state=0)), + ]) + + self.model = pipeline diff --git a/src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py new file mode 100644 index 0000000..727a8a1 --- /dev/null +++ b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py @@ -0,0 +1,104 @@ +import logging + +import pandas as pd +from sklearn.metrics import accuracy_score, confusion_matrix, precision_score, recall_score, f1_score +from sklearn.base import TransformerMixin, BaseEstimator +from sklearn.pipeline import Pipeline, FeatureUnion +from sklearn.svm import SVC +from sklearn.feature_extraction.text import CountVectorizer, TfidfTransformer +from spacy.lang.de import German +from spacy.lang.de.stop_words import STOP_WORDS +import string + +from classifier.TenderClassClassifier import TenderClassClassifier +from entity.ValidationResult import ValidationResult +from src.entity.LabeledTenderCollection import LabelledTenderCollection + +punctuations = string.punctuation + +logger = logging.getLogger(__name__) + + +class FullTextSvmModelTitleOnly(TenderClassClassifier): + + def __init__(self): + self.stopwords = list(STOP_WORDS) + self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] + self.stopwords.extend(self.domain_stopwords) + self.parser = German() + self.punctuations = string.punctuation + self.domain_stopwords = ["contract", "system", "service", "tender", "company", "notice", "procurement", + "work", "include", "support", "approximately", "management", "agreement", + "office", "solution", "manage", "product", "design", "program", "project", + "supply", "trust", "equipment"] + + self.stopwords = list(STOP_WORDS) + self.stopwords.extend(self.domain_stopwords) + self.create_new_model() + + def tokenize(self, sentence): + sentence_tokens = self.parser(sentence) + sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in + sentence_tokens] + sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] + return sentence_tokens + + def classify(self, tenders): + titles = list(map(lambda x: x.get_title("DE"), tenders)) + predictions = self.model.predict(titles) + tuples = zip(tenders, predictions) + selected_tenders = [t for t, p in tuples if p == 1] + return selected_tenders + + def prepare_data(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + # create the pandas df + training_df = pd.DataFrame({"titles": labelled_tenders_collection.get_titles("DE"), + "descriptions": labelled_tenders_collection.get_descriptions("DE"), + "label": labelled_tenders_collection.get_labels()}) + + # remove null values (description is not alway set) + training_df = training_df + training_df.loc[training_df["descriptions"].isnull(), 'descriptions'] = training_df["titles"] + X = training_df[['titles', 'descriptions']] + ylabels = training_df['label'] + + return X, ylabels + + def train(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + self.model.fit(X, ylabels) + + def validate(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + y_pred = self.model.predict(X) + return ValidationResult(ylabels, y_pred) + + def create_new_model(self): + class Ectractor(BaseEstimator, TransformerMixin): + + def __init__(self, column): + self.column = column + pass + + def transform(self, df, y=None): + return df[self.column] + + def fit(self, df, y=None): + return self + + pipeline = Pipeline([ + ('union', FeatureUnion( + transformer_list=[ + ('titles', Pipeline([ + ('selector', Ectractor(column="titles")), + ('vect', CountVectorizer(max_features=1000, tokenizer=self.tokenize, ngram_range=(1, 2))), + ('tfidf', TfidfTransformer()) + ])) + ], + )), + ('svc', SVC(kernel="linear", random_state=0)), + ]) + + self.model = pipeline diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 11960e6..a107799 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -9,28 +9,23 @@ from classifier.FullTextTransformerModel.PytorchTransformer.PyTorchLighningTransformer import \ PyTorchTransformerLightning -from classifier.FullTextTransformerModel.PytorchTransformer.config.TransformerModelConfig import \ +from classifier.FullTextTransformerModel.config.TransformerModelConfig import \ PytorchTransformerConfig from classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertDataSet import BertDataSet from classifier.TenderClassClassifier import TenderClassClassifier +from entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender class FullTextTransformerModel(TenderClassClassifier): - def __init__(self): - self.config: PytorchTransformerConfig = PytorchTransformerConfig.bert_german() - self.create_new_model() - - def classify(self, tenders: List[Tender]): - titles = list(map(lambda x: x.get_title("EN"), tenders)) - descriptions = list(map(lambda x: x.original_lang_entity.description, tenders)) - labels = list(map(lambda x: -1, tenders)) - - df = pd.DataFrame({"title": titles, "description": descriptions, "label": labels}) - df = df.dropna() + def __init__(self, config=PytorchTransformerConfig.bert_german_full()): + self.config = None + self.model = None + self.create_new_model(config) + def predict(self, df): data = BertDataSet(df, self.config) dataloader = DataLoader(data, batch_size=1) predictions = [] @@ -40,21 +35,37 @@ def classify(self, tenders: List[Tender]): title_attention_masks = sample["title_attention_mask"] description_input_ids = sample["description_input_ids"] description_attention_masks = sample["description_attention_mask"] - logits = self.model(title_input_ids, title_attention_masks, description_input_ids, description_attention_masks) + logits = self.model(title_input_ids, title_attention_masks, description_input_ids, + description_attention_masks) _, predicted = torch.max(logits, 1) predictions.append(predicted.data[0].item()) + return predictions + + def classify(self, tenders: List[Tender]): + titles = list(map(lambda x: x.get_title("DE"), tenders)) + descriptions = list(map(lambda x: x.get_description("DE"), tenders)) + labels = list(map(lambda x: -1, tenders)) + + df = pd.DataFrame({"title": titles, "description": descriptions, "label": labels}) + df = df.dropna() + + predictions = self.predict(df) + tuples = zip(tenders, predictions) selected_tenders = [t for t, p in tuples if p == 1] return selected_tenders - def train(self, labelled_tenders): + def prepare_data(self, labelled_tenders): labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) training_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_original_language_entity_description(), "label": labelled_tenders_collection.get_labels()}) - training_df = training_df.dropna() + return training_df.dropna() + + def train(self, labelled_tenders): + training_df = self.prepare_data(labelled_tenders) train_df, val_df = train_test_split(training_df, test_size=0.1) @@ -70,13 +81,22 @@ def train(self, labelled_tenders): wandb_logger = WandbLogger() trainer = Trainer(gradient_clip_val=1.0, gpus=1, max_epochs=self.config.epochs, logger=wandb_logger) trainer.fit(self.model, train_dataloader, val_dataloader) - self.save_model() + + def validate(self, labelled_tenders): + df = self.prepare_data(labelled_tenders) + X = df[['title', 'description']] + ylabels = df['label'] + y_pred = self.predict(X) + return ValidationResult(ylabels, y_pred) def save_model(self): torch.save(self.model.state_dict(), "./data/" + self.config.name) def create_new_model(self, *args): - if args[0] is not None: + if len(args) is 1: self.config = args[0] + del self.model + torch.cuda.empty_cache() + self.model = PyTorchTransformerLightning(self.config) diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py index c6b3c35..f8a4f4a 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py @@ -3,7 +3,7 @@ from pytorch_lightning import LightningModule from transformers import AdamW, get_linear_schedule_with_warmup -from classifier.FullTextTransformerModel.PytorchTransformer.config import TransformerModelConfig +from classifier.FullTextTransformerModel.config import TransformerModelConfig class PyTorchTransformerLightning(LightningModule): diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py index 6c8010f..a240542 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py @@ -1,7 +1,7 @@ import torch from torch.utils.data import Dataset -from classifier.FullTextTransformerModel.PytorchTransformer.config.TransformerModelConfig import \ +from classifier.FullTextTransformerModel.config.TransformerModelConfig import \ PytorchTransformerConfig from classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertPreprocessor import BertPreprocessor @@ -9,20 +9,34 @@ class BertDataSet(Dataset): def __init__(self, df, config: PytorchTransformerConfig): - self.titles = df["title"].values - self.descriptions = df["description"].values - self.labels = torch.tensor(df["label"].values) - self.processor = BertPreprocessor + self.titles = None + self.descriptions = None + self.labels = None + + if "title" in df.columns: + self.titles = df["title"].values + + if "description" in df.columns: + self.descriptions = df["description"].values + if "label" in df.columns: + self.labels = torch.tensor(df["label"].values) + + self.processor = BertPreprocessor self.config = config def __len__(self): - return len(self.labels) + if self.titles is not None: + return len(self.titles) + elif self.descriptions is not None: + return len(self.descriptions) + else: + return len(self.labels) def __getitem__(self, idx): - title = self.titles[idx] - desc = self.descriptions[idx] - label = self.labels[idx] + title = "" if self.titles is None else self.titles[idx] + desc = "" if self.descriptions is None else self.descriptions[idx] + label = -1 if self.labels is None else self.labels[idx] return BertPreprocessor.get_sample(self.config, title, desc, label) diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py index 60dc4c8..3c1ff6a 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py @@ -2,7 +2,7 @@ import torch -from classifier.FullTextTransformerModel.PytorchTransformer.config.TransformerModelConfig import \ +from classifier.FullTextTransformerModel.config.TransformerModelConfig import \ PytorchTransformerConfig from src.entity.Tender import Tender diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/config/TransformerModelConfig.py b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py similarity index 57% rename from src/classifier/FullTextTransformerModel/PytorchTransformer/config/TransformerModelConfig.py rename to src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py index c7b92e8..bb4a895 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/config/TransformerModelConfig.py +++ b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py @@ -31,44 +31,32 @@ def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max self.num_models = 2 if (self.use_title and self.use_desc) else 1 @classmethod - def bert_multilang_frozen(cls): - tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") - model_desc = AutoModel.from_pretrained("bert-base-multilingual-uncased") - tokenizer_title = AutoTokenizer.from_pretrained("distilbert-base-uncased") - model_title = AutoModel.from_pretrained("distilbert-base-uncased") - max_len_title = 75 - max_len_desc = 300 - batch_size = 32 - epochs = 2 - - return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, - max_len_desc, batch_size, epochs, name="StandardModel") - - @classmethod - def bert_german(cls): + def bert_german_full(cls): tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-german-cased") model_desc = AutoModel.from_pretrained("bert-base-german-cased") tokenizer_title = AutoTokenizer.from_pretrained("bert-base-german-cased") model_title = AutoModel.from_pretrained("bert-base-german-cased") - max_len_title = 40 + max_len_title = 70 max_len_desc = 300 - batch_size = 32 + batch_size = 16 epochs = 4 return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, - max_len_desc, batch_size, epochs, name="TrainBertLayers", freeze_pretrained_layers=False) + max_len_desc, batch_size, epochs, name="TrainBertLayers", + freeze_pretrained_layers=False) @classmethod - def description_only(cls): - tokenizer = AutoTokenizer.from_pretrained("bert-base-multilingual-uncased") - model = AutoModel.from_pretrained("bert-base-multilingual-uncased") + def bert_german_description_only(cls): + tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased") + model = AutoModel.from_pretrained("bert-base-german-cased") - return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=128, name="description_only") + return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=4, + epochs=4, name="bert_german_description_only", freeze_pretrained_layers=False) @classmethod - def title_only(cls): - tokenizer = AutoTokenizer.from_pretrained("distilbert-base-cased") - model = AutoModel.from_pretrained("distilbert-base-cased") + def bert_german_title_only(cls): + tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased") + model = AutoModel.from_pretrained("bert-base-german-cased") - return PytorchTransformerConfig(tokenizer, None, model, None, use_description=False, max_len_title=75, batch_size=128, - name="description_only") \ No newline at end of file + return PytorchTransformerConfig(tokenizer, None, model, None, use_description=False, max_len_title=70, epochs=4, + batch_size=16, name="bert_german_description_only", freeze_pretrained_layers=False) \ No newline at end of file From e5b8548dbd65a3553ec74d55f1787121c44470ce Mon Sep 17 00:00:00 2001 From: larnhold Date: Mon, 21 Dec 2020 15:08:28 +0100 Subject: [PATCH 54/86] validation --- .../FullTextFastTextModelDescOnly.py | 101 ++++++++++++++++++ .../FullTextFastTextModelTitleOnlyl.py | 101 ++++++++++++++++++ .../validation}/__init__.py | 0 .../config/__init__.py | 0 src/dev/validator.py | 22 +++- 5 files changed, 221 insertions(+), 3 deletions(-) create mode 100644 src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py create mode 100644 src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py rename src/classifier/{FullTextTransformerModel/PytorchTransformer/config => FullTextSvmModel/validation}/__init__.py (100%) create mode 100644 src/classifier/FullTextTransformerModel/config/__init__.py diff --git a/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py new file mode 100644 index 0000000..1057112 --- /dev/null +++ b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py @@ -0,0 +1,101 @@ +import csv +import logging +import string +from typing import List + +import pandas as pd +import fasttext.util +from sklearn import svm +from spacy.lang.de.stop_words import STOP_WORDS + +from spacy.lang.de import German + +from classifier.TenderClassClassifier import TenderClassClassifier +from entity.ValidationResult import ValidationResult +from src.entity.LabeledTenderCollection import LabelledTenderCollection +from src.entity.Tender import Tender + +punctuations = string.punctuation +logger = logging.getLogger(__name__) + + +class FullTextFastTextModelDescOnly(TenderClassClassifier): + + def __init__(self): + self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] + self.parser = German() + self.stopwords = list(STOP_WORDS) + self.stopwords.extend(self.domain_stopwords) + self.fast_text_model = None + self.svm_average_model = None + self.create_new_model() + + def predict(self, df): + return [self.extract_label(self.fast_text_model.predict(x)) for x in df["description"].values.tolist()] + + def classify(self, tenders: List[Tender]): + pass + + def spacy_tokenizer(self, sentence): + sentence_tokens = self.parser(sentence) + sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in + sentence_tokens] + sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] + return sentence_tokens + + def prepare_data(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + complete_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles("DE"), + "description": labelled_tenders_collection.get_descriptions("DE"), + "label": labelled_tenders_collection.get_labels()}) + complete_df = complete_df.dropna() + + # tokenize + logger.info("Tokenize") + complete_df.iloc[:, 0] = complete_df.iloc[:, 0].apply(lambda x: " ".join(self.spacy_tokenizer(x))) + complete_df.iloc[:, 1] = complete_df.iloc[:, 1].apply(lambda x: " ".join(self.spacy_tokenizer(x))) + + # prefix label to FastText format + logger.info("Prefixing") + complete_df.iloc[:, 2] = complete_df.iloc[:, 2].apply(lambda x: "__label__" + str(x)) + + return complete_df + + def save_dataset(self, dataset, name): + dataset.to_csv(name, + index=False, + sep=" ", + header=None, + quoting=csv.QUOTE_NONE, + quotechar="", + escapechar=" ") + + def train(self, labelled_tenders): + complete_df = self.prepare_data(labelled_tenders) + + fasttext_training_df = complete_df[["description", "label"]] + fasttext_training_df.columns = ['value', 'label'] + + self.save_dataset(fasttext_training_df, "fasttext_train.csv") + + self.fast_text_model = fasttext.train_supervised("fasttext_train.csv", wordNgrams=2) + + def validate(self, labelled_tenders): + complete_df = self.prepare_data(labelled_tenders) + y_pred = self.predict(complete_df) + y_labels = [0 if x == "__label__0" else 1 for x in complete_df["label"].values.tolist()] + + return ValidationResult(y_labels, y_pred) + + def extract_label(self, fast_text_prediction): + (label, probability) = fast_text_prediction + label = 0 if label[0] == "__label__0" else 1 + return label + + def save_model(self): + pass + + def create_new_model(self): + self.fast_text_model = None + self.svm_average_model = None diff --git a/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py new file mode 100644 index 0000000..6be1213 --- /dev/null +++ b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py @@ -0,0 +1,101 @@ +import csv +import logging +import string +from typing import List + +import pandas as pd +import fasttext.util +from sklearn import svm +from spacy.lang.de.stop_words import STOP_WORDS + +from spacy.lang.de import German + +from classifier.TenderClassClassifier import TenderClassClassifier +from entity.ValidationResult import ValidationResult +from src.entity.LabeledTenderCollection import LabelledTenderCollection +from src.entity.Tender import Tender + +punctuations = string.punctuation +logger = logging.getLogger(__name__) + + +class FullTextFastTextModelTitleOnly(TenderClassClassifier): + + def __init__(self): + self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] + self.parser = German() + self.stopwords = list(STOP_WORDS) + self.stopwords.extend(self.domain_stopwords) + self.fast_text_model = None + self.svm_average_model = None + self.create_new_model() + + def predict(self, df): + return [self.extract_label(self.fast_text_model.predict(x)) for x in df["title"].values.tolist()] + + def classify(self, tenders: List[Tender]): + pass + + def spacy_tokenizer(self, sentence): + sentence_tokens = self.parser(sentence) + sentence_tokens = [word.lemma_.lower().strip() if word.lemma_ != "-PRON-" else word.lower_ for word in + sentence_tokens] + sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] + return sentence_tokens + + def prepare_data(self, labelled_tenders): + labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) + + complete_df = pd.DataFrame({"title": labelled_tenders_collection.get_titles("DE"), + "description": labelled_tenders_collection.get_descriptions("DE"), + "label": labelled_tenders_collection.get_labels()}) + complete_df = complete_df.dropna() + + # tokenize + logger.info("Tokenize") + complete_df.iloc[:, 0] = complete_df.iloc[:, 0].apply(lambda x: " ".join(self.spacy_tokenizer(x))) + complete_df.iloc[:, 1] = complete_df.iloc[:, 1].apply(lambda x: " ".join(self.spacy_tokenizer(x))) + + # prefix label to FastText format + logger.info("Prefixing") + complete_df.iloc[:, 2] = complete_df.iloc[:, 2].apply(lambda x: "__label__" + str(x)) + + return complete_df + + def save_dataset(self, dataset, name): + dataset.to_csv(name, + index=False, + sep=" ", + header=None, + quoting=csv.QUOTE_NONE, + quotechar="", + escapechar=" ") + + def train(self, labelled_tenders): + complete_df = self.prepare_data(labelled_tenders) + + fasttext_training_df = complete_df[["title", "label"]] + fasttext_training_df.columns = ['value', 'label'] + + self.save_dataset(fasttext_training_df, "fasttext_train.csv") + + self.fast_text_model = fasttext.train_supervised("fasttext_train.csv", wordNgrams=2) + + def validate(self, labelled_tenders): + complete_df = self.prepare_data(labelled_tenders) + y_pred = self.predict(complete_df) + y_labels = [0 if x == "__label__0" else 1 for x in complete_df["label"].values.tolist()] + + return ValidationResult(y_labels, y_pred) + + def extract_label(self, fast_text_prediction): + (label, probability) = fast_text_prediction + label = 0 if label[0] == "__label__0" else 1 + return label + + def save_model(self): + pass + + def create_new_model(self): + self.fast_text_model = None + self.svm_average_model = None diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/config/__init__.py b/src/classifier/FullTextSvmModel/validation/__init__.py similarity index 100% rename from src/classifier/FullTextTransformerModel/PytorchTransformer/config/__init__.py rename to src/classifier/FullTextSvmModel/validation/__init__.py diff --git a/src/classifier/FullTextTransformerModel/config/__init__.py b/src/classifier/FullTextTransformerModel/config/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/dev/validator.py b/src/dev/validator.py index f33bbd2..815b5ea 100644 --- a/src/dev/validator.py +++ b/src/dev/validator.py @@ -5,13 +5,26 @@ from sklearn.model_selection import KFold +from classifier.FullTextFastTextModel.FullTextFastTextModel import FullTextFastTextModel +from classifier.FullTextFastTextModel.validation.FullTextFastTextModelDescOnly import FullTextFastTextModelDescOnly +from classifier.FullTextFastTextModel.validation.FullTextFastTextModelTitleOnlyl import FullTextFastTextModelTitleOnly from classifier.FullTextSvmModel.FullTextSvmModel import FullTextSvmModel +from classifier.FullTextSvmModel.validation.FullTextSvmModelDescOnly import FullTextSvmModelDescOnly +from classifier.FullTextSvmModel.validation.FullTextSvmModelTitleOnly import FullTextSvmModelTitleOnly from classifier.FullTextTransformerModel.FullTextTransformerModel import FullTextTransformerModel +from classifier.FullTextTransformerModel.config.TransformerModelConfig import PytorchTransformerConfig from entity.Tender import Tender models = { + "FullTextFastTextModel": FullTextFastTextModel(), + "FullTextFastTextModelTitleOnly": FullTextFastTextModelTitleOnly(), + "FullTextFastTextModelDescOnly": FullTextFastTextModelDescOnly(), + "FullTextTransformerModel": FullTextTransformerModel(PytorchTransformerConfig.bert_german_full()), + "FullTextTransformerModelTitleOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_title_only()), + "FullTextTransformerModelDescOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_description_only()), "FullTextSvmModel": FullTextSvmModel(), - #"FullTextTransformerModel": FullTextTransformerModel() + "FullTextSvmModelTitleOnly": FullTextSvmModelTitleOnly(), + "FullTextSvmModelDescOnly": FullTextSvmModelDescOnly(), } @@ -26,19 +39,23 @@ class Validator: def __init__(self): self.start = time.time() labelled_tenders = self.get_tenders() + #labelled_tenders = labelled_tenders[:1000] kfold = KFold(5, True, 1) # enumerate splits iteration = 0 for train, test in kfold.split(labelled_tenders): - print('train: %s, test: %s' % (len(train), len(test))) iteration = iteration + 1 + print('K %s of 5' % iteration) + print('train: %s, test: %s' % (len(train), len(test))) for name, impl in models.items(): impl.create_new_model() impl.train([labelled_tenders[i] for i in train]) self.write_result(name, iteration, impl.validate([labelled_tenders[i] for i in test])) pass + #break + def write_result(self, name, iteration, val_result): with open('test_result_' + str(self.start) + '.csv', mode='a') as file: writer = csv.writer(file, delimiter=',', quotechar='"', quoting=csv.QUOTE_MINIMAL) @@ -47,7 +64,6 @@ def write_result(self, name, iteration, val_result): val_result.accuracy, val_result.precision, val_result.recall, val_result.f1]) def get_tenders(self): - pos_path = "dev_pos_tenders.json" neg_path = "dev_neg_tenders.json" From 61c4192d6857d10a4d1c80f2fd4298c03ddf3b8c Mon Sep 17 00:00:00 2001 From: larnhold Date: Mon, 21 Dec 2020 15:53:49 +0100 Subject: [PATCH 55/86] fix imports --- .../FullTextFastTextModel.py | 4 ++-- .../FullTextFastTextModelDescOnly.py | 5 ++-- .../FullTextFastTextModelTitleOnlyl.py | 5 ++-- .../FullTextSvmModel/FullTextSvmModel.py | 5 ++-- .../validation/FullTextSvmModelDescOnly.py | 5 ++-- .../validation/FullTextSvmModelTitleOnly.py | 5 ++-- .../FullTextTransformerModel.py | 10 ++++---- .../PyTorchLighningTransformer.py | 2 +- .../data_processing/BertDataSet.py | 4 ++-- .../data_processing/BertPreprocessor.py | 2 +- .../SpacyScikitModel/SpacyScikitModel.py | 2 +- .../TransformerModel/TransformerModel.py | 2 +- src/config.py | 8 +++++-- src/dev/validator.py | 23 +++++++++++-------- 14 files changed, 43 insertions(+), 39 deletions(-) diff --git a/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py b/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py index 8adb9fd..fed83ed 100644 --- a/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py +++ b/src/classifier/FullTextFastTextModel/FullTextFastTextModel.py @@ -10,8 +10,8 @@ from spacy.lang.de import German -from classifier.TenderClassClassifier import TenderClassClassifier -from entity.ValidationResult import ValidationResult +from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender diff --git a/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py index 1057112..dd2e73f 100644 --- a/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py +++ b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelDescOnly.py @@ -5,13 +5,12 @@ import pandas as pd import fasttext.util -from sklearn import svm from spacy.lang.de.stop_words import STOP_WORDS from spacy.lang.de import German -from classifier.TenderClassClassifier import TenderClassClassifier -from entity.ValidationResult import ValidationResult +from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender diff --git a/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py index 6be1213..74be106 100644 --- a/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py +++ b/src/classifier/FullTextFastTextModel/validation/FullTextFastTextModelTitleOnlyl.py @@ -5,13 +5,12 @@ import pandas as pd import fasttext.util -from sklearn import svm from spacy.lang.de.stop_words import STOP_WORDS from spacy.lang.de import German -from classifier.TenderClassClassifier import TenderClassClassifier -from entity.ValidationResult import ValidationResult +from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender diff --git a/src/classifier/FullTextSvmModel/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py index b33972c..a3ca695 100644 --- a/src/classifier/FullTextSvmModel/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -1,7 +1,6 @@ import logging import pandas as pd -from sklearn.metrics import accuracy_score, confusion_matrix, precision_score, recall_score, f1_score from sklearn.base import TransformerMixin, BaseEstimator from sklearn.pipeline import Pipeline, FeatureUnion from sklearn.svm import SVC @@ -10,8 +9,8 @@ from spacy.lang.de.stop_words import STOP_WORDS import string -from classifier.TenderClassClassifier import TenderClassClassifier -from entity.ValidationResult import ValidationResult +from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection punctuations = string.punctuation diff --git a/src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py index 27444cd..4faebf8 100644 --- a/src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py +++ b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelDescOnly.py @@ -1,7 +1,6 @@ import logging import pandas as pd -from sklearn.metrics import accuracy_score, confusion_matrix, precision_score, recall_score, f1_score from sklearn.base import TransformerMixin, BaseEstimator from sklearn.pipeline import Pipeline, FeatureUnion from sklearn.svm import SVC @@ -10,8 +9,8 @@ from spacy.lang.de.stop_words import STOP_WORDS import string -from classifier.TenderClassClassifier import TenderClassClassifier -from entity.ValidationResult import ValidationResult +from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection punctuations = string.punctuation diff --git a/src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py index 727a8a1..2795a59 100644 --- a/src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py +++ b/src/classifier/FullTextSvmModel/validation/FullTextSvmModelTitleOnly.py @@ -1,7 +1,6 @@ import logging import pandas as pd -from sklearn.metrics import accuracy_score, confusion_matrix, precision_score, recall_score, f1_score from sklearn.base import TransformerMixin, BaseEstimator from sklearn.pipeline import Pipeline, FeatureUnion from sklearn.svm import SVC @@ -10,8 +9,8 @@ from spacy.lang.de.stop_words import STOP_WORDS import string -from classifier.TenderClassClassifier import TenderClassClassifier -from entity.ValidationResult import ValidationResult +from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection punctuations = string.punctuation diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index a107799..7b43f57 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -7,13 +7,13 @@ from torch.utils.data import DataLoader from pytorch_lightning.loggers import WandbLogger -from classifier.FullTextTransformerModel.PytorchTransformer.PyTorchLighningTransformer import \ +from src.classifier.FullTextTransformerModel.PytorchTransformer.PyTorchLighningTransformer import \ PyTorchTransformerLightning -from classifier.FullTextTransformerModel.config.TransformerModelConfig import \ +from src.classifier.FullTextTransformerModel.config.TransformerModelConfig import \ PytorchTransformerConfig -from classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertDataSet import BertDataSet -from classifier.TenderClassClassifier import TenderClassClassifier -from entity.ValidationResult import ValidationResult +from src.classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertDataSet import BertDataSet +from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection from src.entity.Tender import Tender diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py index f8a4f4a..077db59 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py @@ -3,7 +3,7 @@ from pytorch_lightning import LightningModule from transformers import AdamW, get_linear_schedule_with_warmup -from classifier.FullTextTransformerModel.config import TransformerModelConfig +from src.classifier.FullTextTransformerModel.config import TransformerModelConfig class PyTorchTransformerLightning(LightningModule): diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py index a240542..dce2538 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertDataSet.py @@ -1,9 +1,9 @@ import torch from torch.utils.data import Dataset -from classifier.FullTextTransformerModel.config.TransformerModelConfig import \ +from src.classifier.FullTextTransformerModel.config.TransformerModelConfig import \ PytorchTransformerConfig -from classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertPreprocessor import BertPreprocessor +from src.classifier.FullTextTransformerModel.PytorchTransformer.data_processing.BertPreprocessor import BertPreprocessor class BertDataSet(Dataset): diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py index 3c1ff6a..850c14b 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py @@ -2,7 +2,7 @@ import torch -from classifier.FullTextTransformerModel.config.TransformerModelConfig import \ +from src.classifier.FullTextTransformerModel.config.TransformerModelConfig import \ PytorchTransformerConfig from src.entity.Tender import Tender diff --git a/src/classifier/SpacyScikitModel/SpacyScikitModel.py b/src/classifier/SpacyScikitModel/SpacyScikitModel.py index 1ec2689..d1ea2c0 100644 --- a/src/classifier/SpacyScikitModel/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel/SpacyScikitModel.py @@ -10,7 +10,7 @@ import string import logging -from classifier.TenderClassClassifier import TenderClassClassifier +from src.classifier.TenderClassClassifier import TenderClassClassifier logger = logging.getLogger(__name__) diff --git a/src/classifier/TransformerModel/TransformerModel.py b/src/classifier/TransformerModel/TransformerModel.py index d3bb571..e920385 100644 --- a/src/classifier/TransformerModel/TransformerModel.py +++ b/src/classifier/TransformerModel/TransformerModel.py @@ -6,7 +6,7 @@ from sklearn.model_selection import train_test_split -from classifier.TenderClassClassifier import TenderClassClassifier +from src.classifier.TenderClassClassifier import TenderClassClassifier logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) diff --git a/src/config.py b/src/config.py index e1c85bf..b78acd1 100644 --- a/src/config.py +++ b/src/config.py @@ -1,11 +1,15 @@ -from classifier.SpacyScikitModel.SpacyScikitModel import SpacyScikitModel +from src.classifier.FullTextFastTextModel.FullTextFastTextModel import FullTextFastTextModel +from src.classifier.FullTextSvmModel.FullTextSvmModel import FullTextSvmModel +from src.classifier.FullTextTransformerModel.FullTextTransformerModel import FullTextTransformerModel +from src.classifier.SpacyScikitModel.SpacyScikitModel import SpacyScikitModel from src.persistence.Persistence import Persistence from src.service.Recommender import Recommender from src.service.Trainer import Trainer # TODO: select the Machine Learning model -tender_model = SpacyScikitModel() +#tender_model = FullTextTransformerModel() +tender_model = FullTextSvmModel() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) diff --git a/src/dev/validator.py b/src/dev/validator.py index 815b5ea..dc90244 100644 --- a/src/dev/validator.py +++ b/src/dev/validator.py @@ -1,19 +1,24 @@ import json +import os import random import csv +import sys import time +# Use src path so that the python interpreter can access all modules +sys.path.append(os.getcwd()[:os.getcwd().index('src')]) + from sklearn.model_selection import KFold -from classifier.FullTextFastTextModel.FullTextFastTextModel import FullTextFastTextModel -from classifier.FullTextFastTextModel.validation.FullTextFastTextModelDescOnly import FullTextFastTextModelDescOnly -from classifier.FullTextFastTextModel.validation.FullTextFastTextModelTitleOnlyl import FullTextFastTextModelTitleOnly -from classifier.FullTextSvmModel.FullTextSvmModel import FullTextSvmModel -from classifier.FullTextSvmModel.validation.FullTextSvmModelDescOnly import FullTextSvmModelDescOnly -from classifier.FullTextSvmModel.validation.FullTextSvmModelTitleOnly import FullTextSvmModelTitleOnly -from classifier.FullTextTransformerModel.FullTextTransformerModel import FullTextTransformerModel -from classifier.FullTextTransformerModel.config.TransformerModelConfig import PytorchTransformerConfig -from entity.Tender import Tender +from src.classifier.FullTextFastTextModel.FullTextFastTextModel import FullTextFastTextModel +from src.classifier.FullTextFastTextModel.validation.FullTextFastTextModelDescOnly import FullTextFastTextModelDescOnly +from src.classifier.FullTextFastTextModel.validation.FullTextFastTextModelTitleOnlyl import FullTextFastTextModelTitleOnly +from src.classifier.FullTextSvmModel.FullTextSvmModel import FullTextSvmModel +from src.classifier.FullTextSvmModel.validation.FullTextSvmModelDescOnly import FullTextSvmModelDescOnly +from src.classifier.FullTextSvmModel.validation.FullTextSvmModelTitleOnly import FullTextSvmModelTitleOnly +from src.classifier.FullTextTransformerModel.FullTextTransformerModel import FullTextTransformerModel +from src.classifier.FullTextTransformerModel.config.TransformerModelConfig import PytorchTransformerConfig +from src.entity.Tender import Tender models = { "FullTextFastTextModel": FullTextFastTextModel(), From 566ec4b72816999ccead98951c56b42bad795f27 Mon Sep 17 00:00:00 2001 From: larnhold Date: Mon, 21 Dec 2020 16:08:13 +0100 Subject: [PATCH 56/86] clear cuda cache --- .../FullTextTransformerModel/FullTextTransformerModel.py | 3 --- src/dev/validator.py | 5 ++++- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 7b43f57..3904e93 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -96,7 +96,4 @@ def create_new_model(self, *args): if len(args) is 1: self.config = args[0] - del self.model - torch.cuda.empty_cache() - self.model = PyTorchTransformerLightning(self.config) diff --git a/src/dev/validator.py b/src/dev/validator.py index dc90244..6a6ef23 100644 --- a/src/dev/validator.py +++ b/src/dev/validator.py @@ -6,6 +6,8 @@ import time # Use src path so that the python interpreter can access all modules +import torch + sys.path.append(os.getcwd()[:os.getcwd().index('src')]) from sklearn.model_selection import KFold @@ -57,7 +59,8 @@ def __init__(self): impl.create_new_model() impl.train([labelled_tenders[i] for i in train]) self.write_result(name, iteration, impl.validate([labelled_tenders[i] for i in test])) - pass + del impl + torch.cuda.empty_cache() #break From 41091ac65348375fff068e0b03632225eb2ba980 Mon Sep 17 00:00:00 2001 From: larnhold Date: Mon, 21 Dec 2020 16:38:50 +0100 Subject: [PATCH 57/86] garbage collecting --- src/dev/validator.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/src/dev/validator.py b/src/dev/validator.py index 6a6ef23..60e5223 100644 --- a/src/dev/validator.py +++ b/src/dev/validator.py @@ -4,6 +4,7 @@ import csv import sys import time +import gc # Use src path so that the python interpreter can access all modules import torch @@ -23,12 +24,12 @@ from src.entity.Tender import Tender models = { - "FullTextFastTextModel": FullTextFastTextModel(), - "FullTextFastTextModelTitleOnly": FullTextFastTextModelTitleOnly(), - "FullTextFastTextModelDescOnly": FullTextFastTextModelDescOnly(), "FullTextTransformerModel": FullTextTransformerModel(PytorchTransformerConfig.bert_german_full()), "FullTextTransformerModelTitleOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_title_only()), "FullTextTransformerModelDescOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_description_only()), + "FullTextFastTextModel": FullTextFastTextModel(), + "FullTextFastTextModelTitleOnly": FullTextFastTextModelTitleOnly(), + "FullTextFastTextModelDescOnly": FullTextFastTextModelDescOnly(), "FullTextSvmModel": FullTextSvmModel(), "FullTextSvmModelTitleOnly": FullTextSvmModelTitleOnly(), "FullTextSvmModelDescOnly": FullTextSvmModelDescOnly(), @@ -59,8 +60,8 @@ def __init__(self): impl.create_new_model() impl.train([labelled_tenders[i] for i in train]) self.write_result(name, iteration, impl.validate([labelled_tenders[i] for i in test])) - del impl torch.cuda.empty_cache() + gc.collect() #break From f0bc635d37f20d0e84dd94d503780f51789e4b6b Mon Sep 17 00:00:00 2001 From: larnhold Date: Mon, 21 Dec 2020 21:27:37 +0100 Subject: [PATCH 58/86] no grad transformer evaluation --- .../FullTextTransformerModel.py | 22 ++++++++++--------- src/dev/validator.py | 20 ++++++++--------- 2 files changed, 21 insertions(+), 21 deletions(-) diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 3904e93..351fcd6 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -29,16 +29,18 @@ def predict(self, df): data = BertDataSet(df, self.config) dataloader = DataLoader(data, batch_size=1) predictions = [] - - for batch_ndx, sample in enumerate(dataloader): - title_input_ids = sample["title_input_ids"] - title_attention_masks = sample["title_attention_mask"] - description_input_ids = sample["description_input_ids"] - description_attention_masks = sample["description_attention_mask"] - logits = self.model(title_input_ids, title_attention_masks, description_input_ids, - description_attention_masks) - _, predicted = torch.max(logits, 1) - predictions.append(predicted.data[0].item()) + self.model.eval() + + with torch.no_grad(): + for batch_ndx, sample in enumerate(dataloader): + title_input_ids = sample["title_input_ids"] + title_attention_masks = sample["title_attention_mask"] + description_input_ids = sample["description_input_ids"] + description_attention_masks = sample["description_attention_mask"] + logits = self.model(title_input_ids, title_attention_masks, description_input_ids, + description_attention_masks) + _, predicted = torch.max(logits, 1) + predictions.append(predicted.data[0].item()) return predictions diff --git a/src/dev/validator.py b/src/dev/validator.py index 60e5223..9a91234 100644 --- a/src/dev/validator.py +++ b/src/dev/validator.py @@ -24,15 +24,15 @@ from src.entity.Tender import Tender models = { - "FullTextTransformerModel": FullTextTransformerModel(PytorchTransformerConfig.bert_german_full()), - "FullTextTransformerModelTitleOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_title_only()), - "FullTextTransformerModelDescOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_description_only()), - "FullTextFastTextModel": FullTextFastTextModel(), - "FullTextFastTextModelTitleOnly": FullTextFastTextModelTitleOnly(), - "FullTextFastTextModelDescOnly": FullTextFastTextModelDescOnly(), - "FullTextSvmModel": FullTextSvmModel(), - "FullTextSvmModelTitleOnly": FullTextSvmModelTitleOnly(), - "FullTextSvmModelDescOnly": FullTextSvmModelDescOnly(), + #"FullTextTransformerModel": FullTextTransformerModel(PytorchTransformerConfig.bert_german_full()), + #"FullTextTransformerModelTitleOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_title_only()), + #"FullTextTransformerModelDescOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_description_only()), + #"FullTextFastTextModel": FullTextFastTextModel(), + #"FullTextFastTextModelTitleOnly": FullTextFastTextModelTitleOnly(), + #"FullTextFastTextModelDescOnly": FullTextFastTextModelDescOnly(), + #"FullTextSvmModel": FullTextSvmModel(), + #"FullTextSvmModelTitleOnly": FullTextSvmModelTitleOnly(), + #"FullTextSvmModelDescOnly": FullTextSvmModelDescOnly(), } @@ -63,8 +63,6 @@ def __init__(self): torch.cuda.empty_cache() gc.collect() - #break - def write_result(self, name, iteration, val_result): with open('test_result_' + str(self.start) + '.csv', mode='a') as file: writer = csv.writer(file, delimiter=',', quotechar='"', quoting=csv.QUOTE_MINIMAL) From 41bfa721a0345ea573c184355975576b915e86b2 Mon Sep 17 00:00:00 2001 From: larnhold Date: Tue, 22 Dec 2020 08:57:52 +0100 Subject: [PATCH 59/86] revert set eval mode for pytorch prediction --- .../FullTextTransformerModel.py | 22 +++++++++---------- 1 file changed, 10 insertions(+), 12 deletions(-) diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 351fcd6..3904e93 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -29,18 +29,16 @@ def predict(self, df): data = BertDataSet(df, self.config) dataloader = DataLoader(data, batch_size=1) predictions = [] - self.model.eval() - - with torch.no_grad(): - for batch_ndx, sample in enumerate(dataloader): - title_input_ids = sample["title_input_ids"] - title_attention_masks = sample["title_attention_mask"] - description_input_ids = sample["description_input_ids"] - description_attention_masks = sample["description_attention_mask"] - logits = self.model(title_input_ids, title_attention_masks, description_input_ids, - description_attention_masks) - _, predicted = torch.max(logits, 1) - predictions.append(predicted.data[0].item()) + + for batch_ndx, sample in enumerate(dataloader): + title_input_ids = sample["title_input_ids"] + title_attention_masks = sample["title_attention_mask"] + description_input_ids = sample["description_input_ids"] + description_attention_masks = sample["description_attention_mask"] + logits = self.model(title_input_ids, title_attention_masks, description_input_ids, + description_attention_masks) + _, predicted = torch.max(logits, 1) + predictions.append(predicted.data[0].item()) return predictions From 5d856ce82d7d84f83cd2f281aca0892e1d726915 Mon Sep 17 00:00:00 2001 From: larnhold Date: Tue, 22 Dec 2020 11:12:30 +0100 Subject: [PATCH 60/86] clear cuda memory --- .../FullTextTransformerModel/FullTextTransformerModel.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 3904e93..4db0b47 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -1,3 +1,4 @@ +import gc from typing import List import pandas as pd @@ -96,4 +97,8 @@ def create_new_model(self, *args): if len(args) is 1: self.config = args[0] + del self.model + torch.cuda.empty_cache() + gc.collect() + self.model = PyTorchTransformerLightning(self.config) From 0e6a2caf3af2f35427ddb28c9e43318978ea0fa4 Mon Sep 17 00:00:00 2001 From: larnhold Date: Wed, 23 Dec 2020 09:30:45 +0100 Subject: [PATCH 61/86] delete underlying bert model on new model --- .../FullTextTransformerModel/FullTextTransformerModel.py | 9 ++++++--- src/dev/validator.py | 6 +++--- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 4db0b47..39354e3 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -21,10 +21,11 @@ class FullTextTransformerModel(TenderClassClassifier): - def __init__(self, config=PytorchTransformerConfig.bert_german_full()): + def __init__(self, config_class=PytorchTransformerConfig.bert_german_full): + self.configClass = config_class self.config = None self.model = None - self.create_new_model(config) + self.create_new_model(self.configClass) def predict(self, df): data = BertDataSet(df, self.config) @@ -95,10 +96,12 @@ def save_model(self): def create_new_model(self, *args): if len(args) is 1: - self.config = args[0] + self.configClass = args[0] del self.model + del self.config torch.cuda.empty_cache() gc.collect() + self.config = self.configClass() self.model = PyTorchTransformerLightning(self.config) diff --git a/src/dev/validator.py b/src/dev/validator.py index 9a91234..7188aac 100644 --- a/src/dev/validator.py +++ b/src/dev/validator.py @@ -24,9 +24,9 @@ from src.entity.Tender import Tender models = { - #"FullTextTransformerModel": FullTextTransformerModel(PytorchTransformerConfig.bert_german_full()), - #"FullTextTransformerModelTitleOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_title_only()), - #"FullTextTransformerModelDescOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_description_only()), + #"FullTextTransformerModel": FullTextTransformerModel(PytorchTransformerConfig.bert_german_full), + #"FullTextTransformerModelTitleOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_title_only), + #"FullTextTransformerModelDescOnly": FullTextTransformerModel(PytorchTransformerConfig.bert_german_description_only), #"FullTextFastTextModel": FullTextFastTextModel(), #"FullTextFastTextModelTitleOnly": FullTextFastTextModelTitleOnly(), #"FullTextFastTextModelDescOnly": FullTextFastTextModelDescOnly(), From abbe67abd6bb13d23505ca27ec581f60aad00b06 Mon Sep 17 00:00:00 2001 From: larnhold Date: Thu, 24 Dec 2020 16:55:50 +0100 Subject: [PATCH 62/86] set correct batch size --- .../FullTextTransformerModel/config/TransformerModelConfig.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py index bb4a895..1f3b3ed 100644 --- a/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py +++ b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py @@ -50,7 +50,7 @@ def bert_german_description_only(cls): tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased") model = AutoModel.from_pretrained("bert-base-german-cased") - return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=4, + return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=16, epochs=4, name="bert_german_description_only", freeze_pretrained_layers=False) @classmethod From 25cd4e0c9fcc6553ce744648a0b9d617cf933271 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sat, 26 Dec 2020 22:24:38 +0100 Subject: [PATCH 63/86] add profiling --- src/dev/validator.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/dev/validator.py b/src/dev/validator.py index 7188aac..3c7921d 100644 --- a/src/dev/validator.py +++ b/src/dev/validator.py @@ -8,6 +8,7 @@ # Use src path so that the python interpreter can access all modules import torch +from memory_profiler import profile sys.path.append(os.getcwd()[:os.getcwd().index('src')]) @@ -44,6 +45,7 @@ def load(path): class Validator: + @profile def __init__(self): self.start = time.time() labelled_tenders = self.get_tenders() @@ -58,7 +60,9 @@ def __init__(self): print('train: %s, test: %s' % (len(train), len(test))) for name, impl in models.items(): impl.create_new_model() + begin = time.time() impl.train([labelled_tenders[i] for i in train]) + print(time.time() - begin) self.write_result(name, iteration, impl.validate([labelled_tenders[i] for i in test])) torch.cuda.empty_cache() gc.collect() From 42868ca95da113847c419a5f774ab4392cd1f050 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sat, 26 Dec 2020 22:33:12 +0100 Subject: [PATCH 64/86] use one single HuggingFace model in the FulltextTransformerModel --- requirements.txt | 3 ++- .../FullTextTransformerModel.py | 2 +- .../PyTorchLighningTransformer.py | 18 +++++++---------- .../data_processing/BertPreprocessor.py | 4 ++-- .../config/TransformerModelConfig.py | 20 ++++++++----------- 5 files changed, 20 insertions(+), 27 deletions(-) diff --git a/requirements.txt b/requirements.txt index 932b035..26bb851 100644 --- a/requirements.txt +++ b/requirements.txt @@ -17,4 +17,5 @@ torchvision wandb fasttext matplotlib~=3.3.2 -transformers~=3.1.0 \ No newline at end of file +transformers~=3.1.0 +memory_profiler \ No newline at end of file diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 39354e3..7eb8b5f 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -95,7 +95,7 @@ def save_model(self): torch.save(self.model.state_dict(), "./data/" + self.config.name) def create_new_model(self, *args): - if len(args) is 1: + if len(args) == 1: self.configClass = args[0] del self.model diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py index 077db59..ea6f70a 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/PyTorchLighningTransformer.py @@ -17,8 +17,7 @@ def __init__(self, config: TransformerModelConfig, total_steps=0): D_in, H, D_out = 768, 50, 2 # Instantiate pretrained model - self.model_title = config.model_title if config.model_title is not None else self.empty_model - self.model_desc = config.model_desc if config.model_desc is not None else self.empty_model + self.model = config.model # Instantiate an one-layer feed-forward classifier self.classifier = nn.Sequential( @@ -31,12 +30,8 @@ def __init__(self, config: TransformerModelConfig, total_steps=0): # Freeze the pretrained model if config.freeze_pretrained_layers: - if config.model_title is not None: - for param in self.model_title.parameters(): - param.requires_grad = False - if config.model_desc is not None: - for param in self.model_desc.parameters(): - param.requires_grad = False + for param in self.model.parameters(): + param.requires_grad = False self.loss_fn = torch.nn.CrossEntropyLoss() self.total_steps = total_steps @@ -60,15 +55,16 @@ def configure_optimizers(self): return [optimizer], [scheduler] def forward(self, title_input_ids, title_attention_masks, description_input_ids, description_attention_masks): - # Feed input to BERT - outputs_titles = self.model_title(input_ids=title_input_ids, attention_mask=title_attention_masks) - outputs_descs = self.model_desc(input_ids=description_input_ids, attention_mask=description_attention_masks) if self.config.use_title is False: + outputs_descs = self.model(input_ids=description_input_ids, attention_mask=description_attention_masks) output = outputs_descs[0][:, 0, :] elif self.config.use_desc is False: + outputs_titles = self.model(input_ids=title_input_ids, attention_mask=title_attention_masks) output = outputs_titles[0][:, 0, :] else: + outputs_titles = self.model(input_ids=title_input_ids, attention_mask=title_attention_masks) + outputs_descs = self.model(input_ids=description_input_ids, attention_mask=description_attention_masks) output = torch.cat((outputs_titles[0][:, 0, :], outputs_descs[0][:, 0, :]), dim=1) logits = self.classifier(output) diff --git a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py index 850c14b..151b4ce 100644 --- a/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py +++ b/src/classifier/FullTextTransformerModel/PytorchTransformer/data_processing/BertPreprocessor.py @@ -22,11 +22,11 @@ def get_sample(config: PytorchTransformerConfig, title: string, desc: string, la title_ids, title_mask, desc_ids, desc_mask = ([], [], [], []) if config.use_title: - title_ids, title_mask = BertPreprocessor.preprocessing_for_bert(title, config.tokenizer_title, + title_ids, title_mask = BertPreprocessor.preprocessing_for_bert(title, config.tokenizer, config.max_len_title) if config.use_desc: - desc_ids, desc_mask = BertPreprocessor.preprocessing_for_bert(desc, config.tokenizer_desc, + desc_ids, desc_mask = BertPreprocessor.preprocessing_for_bert(desc, config.tokenizer, config.max_len_desc) sample = {'title_input_ids': title_ids, 'title_attention_mask': title_mask, 'description_input_ids': desc_ids, diff --git a/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py index 1f3b3ed..251dec9 100644 --- a/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py +++ b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py @@ -3,14 +3,12 @@ class PytorchTransformerConfig: - def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title=512, max_len_desc=512, + def __init__(self, tokenizer, model, max_len_title=512, max_len_desc=512, batch_size=32, epochs=10, truncate=False, use_title=True, use_description=True, freeze_pretrained_layers=True, name="Transformer-Model"): self.name = name - self.tokenizer_title = tokenizer_title - self.tokenizer_desc = tokenizer_desc - self.model_title = model_title - self.model_desc = model_desc + self.tokenizer = tokenizer + self.model = model self.max_len_title = max_len_title self.max_len_desc = max_len_desc self.batch_size = batch_size @@ -32,16 +30,14 @@ def __init__(self, tokenizer_title, tokenizer_desc, model_title, model_desc, max @classmethod def bert_german_full(cls): - tokenizer_desc = AutoTokenizer.from_pretrained("bert-base-german-cased") - model_desc = AutoModel.from_pretrained("bert-base-german-cased") - tokenizer_title = AutoTokenizer.from_pretrained("bert-base-german-cased") - model_title = AutoModel.from_pretrained("bert-base-german-cased") + tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased") + model = AutoModel.from_pretrained("bert-base-german-cased") max_len_title = 70 max_len_desc = 300 batch_size = 16 epochs = 4 - return PytorchTransformerConfig(tokenizer_title, tokenizer_desc, model_title, model_desc, max_len_title, + return PytorchTransformerConfig(tokenizer, model, max_len_title, max_len_desc, batch_size, epochs, name="TrainBertLayers", freeze_pretrained_layers=False) @@ -50,7 +46,7 @@ def bert_german_description_only(cls): tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased") model = AutoModel.from_pretrained("bert-base-german-cased") - return PytorchTransformerConfig(None, tokenizer, None, model, use_title=False, max_len_desc=300, batch_size=16, + return PytorchTransformerConfig(tokenizer, model, use_title=False, max_len_desc=300, batch_size=16, epochs=4, name="bert_german_description_only", freeze_pretrained_layers=False) @classmethod @@ -58,5 +54,5 @@ def bert_german_title_only(cls): tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased") model = AutoModel.from_pretrained("bert-base-german-cased") - return PytorchTransformerConfig(tokenizer, None, model, None, use_description=False, max_len_title=70, epochs=4, + return PytorchTransformerConfig(tokenizer, model, use_description=False, max_len_title=70, epochs=4, batch_size=16, name="bert_german_description_only", freeze_pretrained_layers=False) \ No newline at end of file From d5b63a3dc2d6306a5d870e01cf223933b68402aa Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Thu, 21 Jan 2021 14:58:56 +0100 Subject: [PATCH 65/86] update docker integration --- Dockerfile | 8 ++++++-- README.md | 9 ++++++--- docker-compose.yml | 7 +++++++ requirements.txt | 4 ++-- 4 files changed, 21 insertions(+), 7 deletions(-) create mode 100644 docker-compose.yml diff --git a/Dockerfile b/Dockerfile index 80ec5ac..4d200f4 100644 --- a/Dockerfile +++ b/Dockerfile @@ -9,11 +9,15 @@ WORKDIR / #RUN apk add make gcc musl-dev g++ +RUN pip install --upgrade pip +RUN pip install cython + + +RUN pip install git+https://github.com/huggingface/transformers.git + # we need to install further python packages which are listed in requirements.txt COPY requirements.txt ./ -RUN pip install --upgrade pip -RUN pip install cython RUN pip install --no-cache-dir -r requirements.txt COPY . . diff --git a/README.md b/README.md index b05d93f..2dacb70 100644 --- a/README.md +++ b/README.md @@ -42,14 +42,17 @@ Run on Linux: `$ source venv/bin/activate` 3. Install all the required dependecies using Python packet manager `pip`.
`$ pip install -r requirements.txt` -4. Install the spaCy german language model.
+4. The Transformers package has to be installed from source.
+`pip install git+https://github.com/huggingface/transformers.git` + +5. Install the spaCy german language model.
`$ python -m spacy download de` -5. Navigate to the `src` directory and start the web server by running `main.py`.
+6. Navigate to the `src` directory and start the web server by running `main.py`.
`$ cd src`
`$ python main.py` -6. OPTIONAL: Deactive the virtual environment:
+7. OPTIONAL: Deactive the virtual environment:
Run on Windows: `$ venv\Scripts\deactivate.bat`
Run on Linux: `$ source venv/bin/deactivate` diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..cdedef9 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,7 @@ +version: "3" + +services: + backend: + build: . + ports: + - "5000:5000" \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index 26bb851..74e6f66 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,4 @@ +pytorch-lightning~=1.1.4 scikit-learn~=0.23.1 joblib~=0.16.0 simpletransformers @@ -12,10 +13,9 @@ pandas~=1.0.4 marshmallow~=3.7.1 nltk~=3.5 sklearn~=0.0 -torch~=1.6.0 +torch~=1.7.1 torchvision wandb fasttext matplotlib~=3.3.2 -transformers~=3.1.0 memory_profiler \ No newline at end of file From d3329a6c82fc4868a912d1e91867674967cf28d4 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Thu, 21 Jan 2021 23:44:06 +0100 Subject: [PATCH 66/86] include data volume in docker --- .dockerignore | 1 + docker-compose.yml | 4 +++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/.dockerignore b/.dockerignore index e69de29..0e91541 100644 --- a/.dockerignore +++ b/.dockerignore @@ -0,0 +1 @@ +src/data \ No newline at end of file diff --git a/docker-compose.yml b/docker-compose.yml index cdedef9..6be496b 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -4,4 +4,6 @@ services: backend: build: . ports: - - "5000:5000" \ No newline at end of file + - "5000:5000" + volumes: + - "./data:/data:rw" \ No newline at end of file From 901301097ed6f3dc59d9da1a3e1d7de8f33df53e Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 30 Jan 2021 23:22:59 +0100 Subject: [PATCH 67/86] add fetch rest call --- src/Models/TedSaveModel.py | 8 ++++ src/main.py | 3 ++ src/routes/v1/fetch.py | 19 +++++++++ src/routes/v1/web.py | 2 - src/static/api.yaml | 53 ++++++++++++++++++++++++- src/validation/create_new_validation.py | 2 +- 6 files changed, 83 insertions(+), 4 deletions(-) create mode 100644 src/Models/TedSaveModel.py create mode 100644 src/routes/v1/fetch.py diff --git a/src/Models/TedSaveModel.py b/src/Models/TedSaveModel.py new file mode 100644 index 0000000..29b117b --- /dev/null +++ b/src/Models/TedSaveModel.py @@ -0,0 +1,8 @@ +class TedSaveModel: + def __init__(self, pos_number, neg_number, pos_search_criteria, neg_search_criteria, original_languages, dataset_name): + self.pos_number = pos_number + self.neg_number = neg_number + self.pos_search_criteria = pos_search_criteria + self.neg_search_criteria = neg_search_criteria + self.original_languages = original_languages + self.dataset_name = dataset_name \ No newline at end of file diff --git a/src/main.py b/src/main.py index db1d8d9..c43b0a8 100644 --- a/src/main.py +++ b/src/main.py @@ -8,6 +8,8 @@ import logging # Use src path so that the python interpreter can access all modules +from src.routes.v1.fetch import fetch_blueprint + sys.path.append(os.getcwd()[:os.getcwd().index('src')]) # import routes @@ -28,6 +30,7 @@ app.register_blueprint(model_blueprint, url_prefix="/api/v1/model") app.register_blueprint(web_blueprint, url_prefix="/api/v1/web") app.register_blueprint(persistence_blueprint, url_prefix="/api/v1/persistence") +app.register_blueprint(fetch_blueprint, url_prefix="/api/v1/fetch") CORS(app) # set up Swagger documentation diff --git a/src/routes/v1/fetch.py b/src/routes/v1/fetch.py new file mode 100644 index 0000000..d905e61 --- /dev/null +++ b/src/routes/v1/fetch.py @@ -0,0 +1,19 @@ +from http.client import BAD_REQUEST + +from flask import Blueprint, request, abort +from marshmallow import ValidationError + +from src.validation.ted_save_validation import TedSaveValidation + +fetch_blueprint = Blueprint('download_blueprint', __name__) +ted_save_validation = TedSaveValidation() + + +@fetch_blueprint.route("/ted", methods=['POST']) +def post_create_new(): + try: + model = ted_save_validation.load(request.json) + + return "ok" + except ValidationError as err: + abort(BAD_REQUEST, str(err.messages)) diff --git a/src/routes/v1/web.py b/src/routes/v1/web.py index 5a809da..e1ce199 100644 --- a/src/routes/v1/web.py +++ b/src/routes/v1/web.py @@ -1,6 +1,4 @@ from flask import Blueprint, request, jsonify -from datetime import date -from datetime import datetime from src.config import tender_recommender, tender_trainer web_blueprint = Blueprint('web_blueprint', __name__) diff --git a/src/static/api.yaml b/src/static/api.yaml index d0a25f5..7cdc499 100644 --- a/src/static/api.yaml +++ b/src/static/api.yaml @@ -7,7 +7,6 @@ info: email: e11709460@student.tuwien.ac.at servers: - url: 'http://localhost:5000/api/v1' - - url: 'http://localhost:5000/api/v2' tags: - name: ML Model description: API for the Machine Learning Model @@ -59,6 +58,21 @@ paths: responses: '200': description: OK + /fetch/ted: + post: + tags: + - ML Model + summary: Fetch and save Tender from TED + requestBody: + description: Search criteria and storage lcoation + required: true + content: + application/json: + schema: + $ref: '#/components/schemas/fetch_ted_model' + responses: + '200': + description: OK components: schemas: tender: @@ -113,6 +127,11 @@ components: neg_search_criteria: type: integer format: integer + example: + pos_number: 1000 + neg_number: 1000 + pos_search_criteria: " AND PC=[72*]" + neg_search_criteria: " AND NOT PC=[72*]" languageentity: type: object properties: @@ -129,3 +148,35 @@ components: language: DE title: Software- und Systemprogrammierung für hauseigenes ERP-System description: 'Für unser hauseigenes ERP-System soll ein Erweiterungsmodul entwickelt werden, das erlaubt, Python-Skripte einzubetten.' + fetch_ted_model: + type: object + required: ["pos_number", "neg_number", "pos_search_criteria", "neg_search_criteria", "dataset_name"] + properties: + pos_number: + type: integer + format: integer + neg_number: + type: integer + format: integer + pos_search_criteria: + type: integer + format: integer + neg_search_criteria: + type: integer + format: integer + original_languages: + type: array + items: + type: string + dataset_name: + type: string + format: string + example: + pos_number: 1000 + neg_number: 1000 + pos_search_criteria: " AND PC=[72*]" + neg_search_criteria: " AND NOT PC=[72*]" + original_languages: + - "DE" + - "EN" + dataset_name: "example-dataset" \ No newline at end of file diff --git a/src/validation/create_new_validation.py b/src/validation/create_new_validation.py index f77140b..237ef48 100644 --- a/src/validation/create_new_validation.py +++ b/src/validation/create_new_validation.py @@ -10,5 +10,5 @@ class CreateNewValidation(Schema): neg_search_criteria = fields.String(required=True) @post_load - def make_user(self, data, **kwargs): + def make_model(self, data, **kwargs): return NewModelModel(**data) \ No newline at end of file From 5c4a15150c653cd0a6e45b1112a9c2e262df1b53 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 30 Jan 2021 23:54:49 +0100 Subject: [PATCH 68/86] move fetcher to service --- src/{fetcher => }/__init__.py | 0 src/service/Recommender.py | 2 +- src/service/Trainer.py | 2 +- src/{ => service}/fetcher/Fetcher.py | 2 +- src/{fetcher/ted => service/fetcher}/__init__.py | 0 src/{ => service}/fetcher/ted/TedDownloader.py | 0 src/{ => service}/fetcher/ted/TedExtractor.py | 0 src/{ => service}/fetcher/ted/TedFetcher.py | 4 ++-- 8 files changed, 5 insertions(+), 5 deletions(-) rename src/{fetcher => }/__init__.py (100%) rename src/{ => service}/fetcher/Fetcher.py (90%) rename src/{fetcher/ted => service/fetcher}/__init__.py (100%) rename src/{ => service}/fetcher/ted/TedDownloader.py (100%) rename src/{ => service}/fetcher/ted/TedExtractor.py (100%) rename src/{ => service}/fetcher/ted/TedFetcher.py (93%) diff --git a/src/fetcher/__init__.py b/src/__init__.py similarity index 100% rename from src/fetcher/__init__.py rename to src/__init__.py diff --git a/src/service/Recommender.py b/src/service/Recommender.py index 462cb82..9aca089 100644 --- a/src/service/Recommender.py +++ b/src/service/Recommender.py @@ -1,4 +1,4 @@ -from src.fetcher.Fetcher import Fetcher +from src.service.fetcher.Fetcher import Fetcher class Recommender: diff --git a/src/service/Trainer.py b/src/service/Trainer.py index ea4cc3f..bb0ef70 100644 --- a/src/service/Trainer.py +++ b/src/service/Trainer.py @@ -1,5 +1,5 @@ from src import config -from src.fetcher.Fetcher import Fetcher +from src.service.fetcher.Fetcher import Fetcher import random import logging diff --git a/src/fetcher/Fetcher.py b/src/service/fetcher/Fetcher.py similarity index 90% rename from src/fetcher/Fetcher.py rename to src/service/fetcher/Fetcher.py index 5eaa59e..11cf706 100644 --- a/src/fetcher/Fetcher.py +++ b/src/service/fetcher/Fetcher.py @@ -1,7 +1,7 @@ from typing import List from src.entity.Tender import Tender -from src.fetcher.ted.TedFetcher import TedFetcher +from src.service.fetcher.ted.TedFetcher import TedFetcher class Fetcher: diff --git a/src/fetcher/ted/__init__.py b/src/service/fetcher/__init__.py similarity index 100% rename from src/fetcher/ted/__init__.py rename to src/service/fetcher/__init__.py diff --git a/src/fetcher/ted/TedDownloader.py b/src/service/fetcher/ted/TedDownloader.py similarity index 100% rename from src/fetcher/ted/TedDownloader.py rename to src/service/fetcher/ted/TedDownloader.py diff --git a/src/fetcher/ted/TedExtractor.py b/src/service/fetcher/ted/TedExtractor.py similarity index 100% rename from src/fetcher/ted/TedExtractor.py rename to src/service/fetcher/ted/TedExtractor.py diff --git a/src/fetcher/ted/TedFetcher.py b/src/service/fetcher/ted/TedFetcher.py similarity index 93% rename from src/fetcher/ted/TedFetcher.py rename to src/service/fetcher/ted/TedFetcher.py index 1ec26e5..2486dca 100644 --- a/src/fetcher/ted/TedFetcher.py +++ b/src/service/fetcher/ted/TedFetcher.py @@ -1,6 +1,6 @@ from typing import List -from src.fetcher.ted.TedDownloader import TedDownloader -from src.fetcher.ted.TedExtractor import TedExtractor +from src.service.fetcher.ted.TedDownloader import TedDownloader +from src.service.fetcher.ted.TedExtractor import TedExtractor import sys From a532a5793497c1de3454141b1c355cb2e38692d2 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 31 Jan 2021 00:52:39 +0100 Subject: [PATCH 69/86] dedicated fetch endpoint --- src/Models/TedSaveModel.py | 10 ++++------ src/config.py | 3 +++ src/routes/v1/fetch.py | 2 ++ src/service/fetcher/Fetcher.py | 10 +++++++++- src/service/fetcher/ted/TedFetcher.py | 7 +++++-- src/static/api.yaml | 18 +++++------------- 6 files changed, 28 insertions(+), 22 deletions(-) diff --git a/src/Models/TedSaveModel.py b/src/Models/TedSaveModel.py index 29b117b..d973a2d 100644 --- a/src/Models/TedSaveModel.py +++ b/src/Models/TedSaveModel.py @@ -1,8 +1,6 @@ class TedSaveModel: - def __init__(self, pos_number, neg_number, pos_search_criteria, neg_search_criteria, original_languages, dataset_name): - self.pos_number = pos_number - self.neg_number = neg_number - self.pos_search_criteria = pos_search_criteria - self.neg_search_criteria = neg_search_criteria + def __init__(self, amount, search_criteria, original_languages, dataset_name): + self.amount = amount + self.search_criteria = search_criteria self.original_languages = original_languages - self.dataset_name = dataset_name \ No newline at end of file + self.dataset_name = dataset_name diff --git a/src/config.py b/src/config.py index b78acd1..beab942 100644 --- a/src/config.py +++ b/src/config.py @@ -5,14 +5,17 @@ from src.persistence.Persistence import Persistence from src.service.Recommender import Recommender from src.service.Trainer import Trainer +from src.service.fetcher.Fetcher import Fetcher # TODO: select the Machine Learning model #tender_model = FullTextTransformerModel() + tender_model = FullTextSvmModel() # tender_model = TransformerModel() tender_recommender = Recommender(tender_model) tender_trainer = Trainer(tender_model) tender_persistence = Persistence() +tender_fetcher: Fetcher = Fetcher() develop = True diff --git a/src/routes/v1/fetch.py b/src/routes/v1/fetch.py index d905e61..e83da70 100644 --- a/src/routes/v1/fetch.py +++ b/src/routes/v1/fetch.py @@ -3,6 +3,7 @@ from flask import Blueprint, request, abort from marshmallow import ValidationError +from src.config import tender_fetcher from src.validation.ted_save_validation import TedSaveValidation fetch_blueprint = Blueprint('download_blueprint', __name__) @@ -13,6 +14,7 @@ def post_create_new(): try: model = ted_save_validation.load(request.json) + tender_fetcher.fetch_and_save(model) return "ok" except ValidationError as err: diff --git a/src/service/fetcher/Fetcher.py b/src/service/fetcher/Fetcher.py index 11cf706..7854d49 100644 --- a/src/service/fetcher/Fetcher.py +++ b/src/service/fetcher/Fetcher.py @@ -1,6 +1,8 @@ from typing import List +from src.Models.TedSaveModel import TedSaveModel from src.entity.Tender import Tender +from src.persistence.Persistence import Persistence from src.service.fetcher.ted.TedFetcher import TedFetcher @@ -12,7 +14,13 @@ class Fetcher: def __init__(self): self.ted_fetcher = TedFetcher() + self.persistence = Persistence() - def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN", "FR", "IT", "ES", "PL"], page_offset: int = 0) -> List[Tender]: + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0) -> List[Tender]: return self.ted_fetcher.get(count, load_documents, search_criteria, languages, page_offset) + def fetch_and_save(self, model: TedSaveModel): + tenders = self.ted_fetcher.from_ted_save_model(model) + self.persistence.save(tenders, model.dataset_name + "json") + return + diff --git a/src/service/fetcher/ted/TedFetcher.py b/src/service/fetcher/ted/TedFetcher.py index 2486dca..744ecd7 100644 --- a/src/service/fetcher/ted/TedFetcher.py +++ b/src/service/fetcher/ted/TedFetcher.py @@ -1,4 +1,6 @@ from typing import List + +from src.Models.TedSaveModel import TedSaveModel from src.service.fetcher.ted.TedDownloader import TedDownloader from src.service.fetcher.ted.TedExtractor import TedExtractor import sys @@ -16,6 +18,9 @@ def __init__(self): self.ted_downloader = TedDownloader() self.ted_extractor = TedExtractor() + def from_ted_save_model(self, model: TedSaveModel): + return self.get(model.amount, search_criteria=model.search_criteria, languages=model.original_languages) + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0): @@ -37,11 +42,9 @@ def get(self, count: int, load_documents: bool = False, search_criteria: str = " doc = self.ted_extractor.extract(xml_doc, languages) if doc is not None: - documents = [] if load_documents: pass - # doc_links = self.ted_extractor.extract_doc_links(xml_doc) # logger.info("found doc links: " + str(doc_links)) # for doc_link in doc_links: diff --git a/src/static/api.yaml b/src/static/api.yaml index 7cdc499..5388a01 100644 --- a/src/static/api.yaml +++ b/src/static/api.yaml @@ -150,18 +150,12 @@ components: description: 'Für unser hauseigenes ERP-System soll ein Erweiterungsmodul entwickelt werden, das erlaubt, Python-Skripte einzubetten.' fetch_ted_model: type: object - required: ["pos_number", "neg_number", "pos_search_criteria", "neg_search_criteria", "dataset_name"] + required: ["amount", "search_criteria", "dataset_name"] properties: - pos_number: - type: integer - format: integer - neg_number: - type: integer - format: integer - pos_search_criteria: + amount: type: integer format: integer - neg_search_criteria: + search_criteria: type: integer format: integer original_languages: @@ -172,10 +166,8 @@ components: type: string format: string example: - pos_number: 1000 - neg_number: 1000 - pos_search_criteria: " AND PC=[72*]" - neg_search_criteria: " AND NOT PC=[72*]" + amount: 1000 + search_criteria: " AND PC=[72*]" original_languages: - "DE" - "EN" From 7fd0b88328f88a97d96abea756607b08a393403d Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 31 Jan 2021 16:21:06 +0100 Subject: [PATCH 70/86] integrate new fetch endpoint --- src/Models/TedSaveModel.py | 11 ++++++----- src/persistence/Persistence.py | 2 ++ src/service/fetcher/Fetcher.py | 4 ++-- src/service/fetcher/ted/TedFetcher.py | 28 ++++++++++++++++++++++----- src/static/api.yaml | 10 ++++++++-- 5 files changed, 41 insertions(+), 14 deletions(-) diff --git a/src/Models/TedSaveModel.py b/src/Models/TedSaveModel.py index d973a2d..36c8f07 100644 --- a/src/Models/TedSaveModel.py +++ b/src/Models/TedSaveModel.py @@ -1,6 +1,7 @@ class TedSaveModel: - def __init__(self, amount, search_criteria, original_languages, dataset_name): - self.amount = amount - self.search_criteria = search_criteria - self.original_languages = original_languages - self.dataset_name = dataset_name + def __init__(self, amount, search_criteria, dataset_name, original_languages=None, languages=None): + self.amount: int = amount + self.search_criteria: str = search_criteria + self.original_languages: list[str] = original_languages + self.languages: list[str] = languages + self.dataset_name: str = dataset_name diff --git a/src/persistence/Persistence.py b/src/persistence/Persistence.py index e04bdd1..0f8f57b 100644 --- a/src/persistence/Persistence.py +++ b/src/persistence/Persistence.py @@ -8,6 +8,8 @@ class Persistence: def save(self, tenders, path): with open("./data/" + path, 'w', encoding='utf8') as json_file: json.dump(list(map(lambda x: x.get_dict(), tenders)), json_file, ensure_ascii=False) + json_file.flush() + json_file.close() def load(self, path): with open("./data/" + path, 'r', encoding='utf8') as json_file: diff --git a/src/service/fetcher/Fetcher.py b/src/service/fetcher/Fetcher.py index 7854d49..4c5d113 100644 --- a/src/service/fetcher/Fetcher.py +++ b/src/service/fetcher/Fetcher.py @@ -17,10 +17,10 @@ def __init__(self): self.persistence = Persistence() def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0) -> List[Tender]: - return self.ted_fetcher.get(count, load_documents, search_criteria, languages, page_offset) + return self.ted_fetcher.get(count, load_documents, search_criteria, languages, languages, page_offset) def fetch_and_save(self, model: TedSaveModel): tenders = self.ted_fetcher.from_ted_save_model(model) - self.persistence.save(tenders, model.dataset_name + "json") + self.persistence.save(tenders, model.dataset_name + ".json") return diff --git a/src/service/fetcher/ted/TedFetcher.py b/src/service/fetcher/ted/TedFetcher.py index 744ecd7..4e6f77f 100644 --- a/src/service/fetcher/ted/TedFetcher.py +++ b/src/service/fetcher/ted/TedFetcher.py @@ -1,6 +1,7 @@ from typing import List from src.Models.TedSaveModel import TedSaveModel +from src.entity.Tender import Tender from src.service.fetcher.ted.TedDownloader import TedDownloader from src.service.fetcher.ted.TedExtractor import TedExtractor import sys @@ -19,10 +20,22 @@ def __init__(self): self.ted_extractor = TedExtractor() def from_ted_save_model(self, model: TedSaveModel): - return self.get(model.amount, search_criteria=model.search_criteria, languages=model.original_languages) + return self.get(count=model.amount, search_criteria=model.search_criteria, + original_languages=model.original_languages, languages=model.languages) - def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], - page_offset: int = 0): + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", original_languages=[], + languages: List[str] = ["DE", "EN"], page_offset: int = 0): + + if original_languages is None: + original_languages = [] + + if languages is None: + languages = [] + + # each original language must occur in the ifnal tender entity + for language in original_languages: + if language not in languages: + languages.append(language) if count <= 0: count = sys.maxsize @@ -39,7 +52,7 @@ def get(self, count: int, load_documents: bool = False, search_criteria: str = " for xml_doc in xml_docs: if xml_doc is not None: - doc = self.ted_extractor.extract(xml_doc, languages) + doc: Tender = self.ted_extractor.extract(xml_doc, languages) if doc is not None: documents = [] @@ -51,7 +64,12 @@ def get(self, count: int, load_documents: bool = False, search_criteria: str = " # documents.append(doc_parse.get_doc_content(doc_link)) # TODO add document links to tender - ted_docs.append(doc) + # if filter by orignal language then just use tender in those languages + if len(original_languages) > 0: + if doc.original_lang in original_languages: + ted_docs.append(doc) + else: + ted_docs.append(doc) if len(ted_docs) >= count: return ted_docs diff --git a/src/static/api.yaml b/src/static/api.yaml index 5388a01..f29040b 100644 --- a/src/static/api.yaml +++ b/src/static/api.yaml @@ -162,13 +162,19 @@ components: type: array items: type: string + languages: + type: array + items: + type: string dataset_name: type: string format: string example: - amount: 1000 - search_criteria: " AND PC=[72*]" + amount: 100 + search_criteria: " AND PC=[72*] AND CY=[DE OR FR] " original_languages: - "DE" + - "FR" + languages: - "EN" dataset_name: "example-dataset" \ No newline at end of file From 9657537169a2f4cda2e886de392269ab0a3d49f5 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 31 Jan 2021 16:31:07 +0100 Subject: [PATCH 71/86] remove dev mode --- src/config.py | 1 - src/service/Trainer.py | 15 ++------------- src/service/fetcher/Fetcher.py | 2 +- 3 files changed, 3 insertions(+), 15 deletions(-) diff --git a/src/config.py b/src/config.py index beab942..f8fe39c 100644 --- a/src/config.py +++ b/src/config.py @@ -18,4 +18,3 @@ tender_trainer = Trainer(tender_model) tender_persistence = Persistence() tender_fetcher: Fetcher = Fetcher() -develop = True diff --git a/src/service/Trainer.py b/src/service/Trainer.py index bb0ef70..a70cef8 100644 --- a/src/service/Trainer.py +++ b/src/service/Trainer.py @@ -33,19 +33,8 @@ def create_and_init(self, pos_number, pos_search_criteria, neg_number, neg_searc if (pos_number + neg_number) == 0: return - if config.develop: - try: - pos_tenders = self.persistence.load("dev_pos_tenders.json") - neg_tenders = self.persistence.load("dev_neg_tenders.json") - except: - pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) - neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) - - self.persistence.save(pos_tenders, "dev_pos_tenders.json") - self.persistence.save(neg_tenders, "dev_neg_tenders.json") - else: - pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) - neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) + pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) + neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) self.train_from_entities(neg_tenders, pos_tenders) diff --git a/src/service/fetcher/Fetcher.py b/src/service/fetcher/Fetcher.py index 4c5d113..0b6488a 100644 --- a/src/service/fetcher/Fetcher.py +++ b/src/service/fetcher/Fetcher.py @@ -17,7 +17,7 @@ def __init__(self): self.persistence = Persistence() def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0) -> List[Tender]: - return self.ted_fetcher.get(count, load_documents, search_criteria, languages, languages, page_offset) + return self.ted_fetcher.get(count, load_documents, search_criteria, None, languages, page_offset) def fetch_and_save(self, model: TedSaveModel): tenders = self.ted_fetcher.from_ted_save_model(model) From 5943906aba7deb467425549580c39ea9af5ab58d Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 31 Jan 2021 17:19:48 +0100 Subject: [PATCH 72/86] train from dataset endpoint --- src/Models/FromDatasetsModelModel.py | 4 +++ src/routes/v1/model.py | 17 +++++++++++- src/service/Trainer.py | 10 +++++-- src/static/api.yaml | 27 +++++++++++++++++++ .../create_from_datasets_validation.py | 12 +++++++++ 5 files changed, 67 insertions(+), 3 deletions(-) create mode 100644 src/Models/FromDatasetsModelModel.py create mode 100644 src/validation/create_from_datasets_validation.py diff --git a/src/Models/FromDatasetsModelModel.py b/src/Models/FromDatasetsModelModel.py new file mode 100644 index 0000000..4e92aeb --- /dev/null +++ b/src/Models/FromDatasetsModelModel.py @@ -0,0 +1,4 @@ +class FromDatasetsModel: + def __init__(self, pos_filename, neg_filename): + self.pos_filename = pos_filename + self.neg_filename = neg_filename \ No newline at end of file diff --git a/src/routes/v1/model.py b/src/routes/v1/model.py index 125b684..ccaa402 100644 --- a/src/routes/v1/model.py +++ b/src/routes/v1/model.py @@ -2,11 +2,13 @@ from flask import Blueprint, request, abort from src.config import tender_trainer +from src.validation.create_from_datasets_validation import CreateFromDatasetsValidation from src.validation.create_new_validation import CreateNewValidation from marshmallow import ValidationError model_blueprint = Blueprint('model_blueprint', __name__) create_new_validation = CreateNewValidation() +create_from_datasets_validation = CreateFromDatasetsValidation() @model_blueprint.route("/new", methods=['POST']) @@ -14,7 +16,20 @@ def post_create_new(): try: model = create_new_validation.load(request.json) - tender_trainer.create_and_init(model.pos_number, model.pos_search_criteria, model.neg_number, model.neg_search_criteria) + tender_trainer.create_and_init(model.pos_number, model.pos_search_criteria, model.neg_number, + model.neg_search_criteria) + + return "ok" + except ValidationError as err: + abort(BAD_REQUEST, str(err.messages)) + + +@model_blueprint.route("/from-datasets", methods=['POST']) +def post_create_from_datasets(): + try: + model = create_from_datasets_validation.load(request.json) + + tender_trainer.load_and_train(model) return "ok" except ValidationError as err: diff --git a/src/service/Trainer.py b/src/service/Trainer.py index a70cef8..b440b91 100644 --- a/src/service/Trainer.py +++ b/src/service/Trainer.py @@ -1,9 +1,9 @@ -from src import config -from src.service.fetcher.Fetcher import Fetcher +from src.Models.FromDatasetsModelModel import FromDatasetsModel import random import logging from src.persistence.Persistence import Persistence +from src.service.fetcher.Fetcher import Fetcher logger = logging.getLogger(__name__) logger.setLevel(logging.INFO) @@ -38,6 +38,12 @@ def create_and_init(self, pos_number, pos_search_criteria, neg_number, neg_searc self.train_from_entities(neg_tenders, pos_tenders) + def load_and_train(self, model: FromDatasetsModel): + pos_tenders = self.persistence.load(model.pos_filename) + neg_tenders = self.persistence.load(model.neg_filename) + + return self.train_from_entities(neg_tenders, pos_tenders) + def train_from_entities(self, neg_tenders, pos_tenders): pos_labels = [1] * len(pos_tenders) neg_labels = [0] * len(neg_tenders) diff --git a/src/static/api.yaml b/src/static/api.yaml index f29040b..a400b10 100644 --- a/src/static/api.yaml +++ b/src/static/api.yaml @@ -58,6 +58,21 @@ paths: responses: '200': description: OK + /model/from-datasets: + post: + tags: + - ML Model + summary: Create a new model from already fetched dataset + requestBody: + description: Location of the positive and negative training instances + required: true + content: + application/json: + schema: + $ref: '#/components/schemas/create-from-datasets-model' + responses: + '200': + description: OK /fetch/ted: post: tags: @@ -132,6 +147,18 @@ components: neg_number: 1000 pos_search_criteria: " AND PC=[72*]" neg_search_criteria: " AND NOT PC=[72*]" + create-from-datasets-model: + type: object + properties: + pos_filename: + type: string + format: string + neg_filename: + type: string + format: string + example: + pos_filename: "example-pos.json" + neg_filename: "example-neg.json" languageentity: type: object properties: diff --git a/src/validation/create_from_datasets_validation.py b/src/validation/create_from_datasets_validation.py new file mode 100644 index 0000000..dcf48ee --- /dev/null +++ b/src/validation/create_from_datasets_validation.py @@ -0,0 +1,12 @@ +from marshmallow import Schema, fields, post_load + +from src.Models.FromDatasetsModelModel import FromDatasetsModel + + +class CreateFromDatasetsValidation(Schema): + pos_filename = fields.String(required=True) + neg_filename = fields.String(required=True) + + @post_load + def make_model(self, data, **kwargs): + return FromDatasetsModel(**data) \ No newline at end of file From c523dade6cda9e1a963483c8abd8b09171dbf0a9 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Mon, 1 Feb 2021 01:29:07 +0100 Subject: [PATCH 73/86] split model training into distinct new - save -load --- src/Models/ModelNameModel.py | 3 ++ .../FullTextSvmModel/FullTextSvmModel.py | 6 +++ src/classifier/TenderClassClassifier.py | 8 ++++ src/routes/v1/fetch.py | 2 +- src/routes/v1/model.py | 36 ++++++++++++++--- src/service/Trainer.py | 20 +++++----- src/static/api.yaml | 39 +++++++++++++++++-- src/validation/model_name_validation.py | 11 ++++++ 8 files changed, 104 insertions(+), 21 deletions(-) create mode 100644 src/Models/ModelNameModel.py create mode 100644 src/validation/model_name_validation.py diff --git a/src/Models/ModelNameModel.py b/src/Models/ModelNameModel.py new file mode 100644 index 0000000..4d8293e --- /dev/null +++ b/src/Models/ModelNameModel.py @@ -0,0 +1,3 @@ +class ModelNameModel: + def __init__(self, name): + self.name = name \ No newline at end of file diff --git a/src/classifier/FullTextSvmModel/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py index a3ca695..7a8c23b 100644 --- a/src/classifier/FullTextSvmModel/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -74,6 +74,12 @@ def validate(self, labelled_tenders): y_pred = self.model.predict(X) return ValidationResult(ylabels, y_pred) + def load(self, name): + pass + + def save(self, name): + pass + def create_new_model(self): class Ectractor(BaseEstimator, TransformerMixin): diff --git a/src/classifier/TenderClassClassifier.py b/src/classifier/TenderClassClassifier.py index b3f0966..a5aec88 100644 --- a/src/classifier/TenderClassClassifier.py +++ b/src/classifier/TenderClassClassifier.py @@ -18,3 +18,11 @@ def validate(self, labelled_tenders): @abstractmethod def classify(self, tenders): pass + + @abstractmethod + def save(self, name): + pass + + @abstractmethod + def load(self, name): + pass diff --git a/src/routes/v1/fetch.py b/src/routes/v1/fetch.py index e83da70..93e780f 100644 --- a/src/routes/v1/fetch.py +++ b/src/routes/v1/fetch.py @@ -11,7 +11,7 @@ @fetch_blueprint.route("/ted", methods=['POST']) -def post_create_new(): +def fetch(): try: model = ted_save_validation.load(request.json) tender_fetcher.fetch_and_save(model) diff --git a/src/routes/v1/model.py b/src/routes/v1/model.py index ccaa402..81a7e18 100644 --- a/src/routes/v1/model.py +++ b/src/routes/v1/model.py @@ -6,26 +6,26 @@ from src.validation.create_new_validation import CreateNewValidation from marshmallow import ValidationError +from src.validation.model_name_validation import ModelNameValidation + model_blueprint = Blueprint('model_blueprint', __name__) create_new_validation = CreateNewValidation() create_from_datasets_validation = CreateFromDatasetsValidation() +model_name_validation = ModelNameValidation() @model_blueprint.route("/new", methods=['POST']) def post_create_new(): try: - model = create_new_validation.load(request.json) - - tender_trainer.create_and_init(model.pos_number, model.pos_search_criteria, model.neg_number, - model.neg_search_criteria) + tender_trainer.create_new() return "ok" except ValidationError as err: abort(BAD_REQUEST, str(err.messages)) -@model_blueprint.route("/from-datasets", methods=['POST']) -def post_create_from_datasets(): +@model_blueprint.route("/train-from-datasets", methods=['POST']) +def post_train_from_datasets(): try: model = create_from_datasets_validation.load(request.json) @@ -34,3 +34,27 @@ def post_create_from_datasets(): return "ok" except ValidationError as err: abort(BAD_REQUEST, str(err.messages)) + + +@model_blueprint.route("/save", methods=['POST']) +def save_model(): + try: + model = model_name_validation.load(request.json) + + tender_trainer.save(model) + + return "ok" + except ValidationError as err: + abort(BAD_REQUEST, str(err.messages)) + + +@model_blueprint.route("/load", methods=['POST']) +def load_model(): + try: + model = model_name_validation.load(request.json) + + tender_trainer.load(model) + + return "ok" + except ValidationError as err: + abort(BAD_REQUEST, str(err.messages)) diff --git a/src/service/Trainer.py b/src/service/Trainer.py index b440b91..a0b0786 100644 --- a/src/service/Trainer.py +++ b/src/service/Trainer.py @@ -2,6 +2,7 @@ import random import logging +from src.Models.ModelNameModel import ModelNameModel from src.persistence.Persistence import Persistence from src.service.fetcher.Fetcher import Fetcher @@ -19,6 +20,15 @@ def __init__(self, tender_model): self.tender_model = tender_model self.persistence = Persistence() + def create_new(self): + self.tender_model.create_new_model() + + def save(self, model: ModelNameModel): + self.tender_model.save(model.name) + + def load(self, model: ModelNameModel): + self.tender_model.load(model.name) + def train(self, tender_ids, labels): search_arg = " OR ".join(tender_ids) search_criteria = f" AND ND=[{search_arg}]" @@ -28,16 +38,6 @@ def train(self, tender_ids, labels): self.tender_model.train(labelled_tenders) - def create_and_init(self, pos_number, pos_search_criteria, neg_number, neg_search_criteria): - self.tender_model.create_new_model() - if (pos_number + neg_number) == 0: - return - - pos_tenders = self.tender_fetcher.get(pos_number, search_criteria=pos_search_criteria) - neg_tenders = self.tender_fetcher.get(neg_number, search_criteria=neg_search_criteria) - - self.train_from_entities(neg_tenders, pos_tenders) - def load_and_train(self, model: FromDatasetsModel): pos_tenders = self.persistence.load(model.pos_filename) neg_tenders = self.persistence.load(model.neg_filename) diff --git a/src/static/api.yaml b/src/static/api.yaml index a400b10..5a32f5d 100644 --- a/src/static/api.yaml +++ b/src/static/api.yaml @@ -48,21 +48,44 @@ paths: tags: - ML Model summary: Create a new model + responses: + '200': + description: OK + /model/save: + post: + tags: + - ML Model + summary: Save a trained model + requestBody: + description: Model name + required: true + content: + application/json: + schema: + $ref: '#/components/schemas/model_name' + responses: + '200': + description: OK + /model/load: + post: + tags: + - ML Model + summary: Load a trained model requestBody: - description: Model training configuration + description: Model name required: true content: application/json: schema: - $ref: '#/components/schemas/trainingconfiguration' + $ref: '#/components/schemas/model_name' responses: '200': description: OK - /model/from-datasets: + /model/train-from-datasets: post: tags: - ML Model - summary: Create a new model from already fetched dataset + summary: Train a model from already fetched dataset requestBody: description: Location of the positive and negative training instances required: true @@ -175,6 +198,14 @@ components: language: DE title: Software- und Systemprogrammierung für hauseigenes ERP-System description: 'Für unser hauseigenes ERP-System soll ein Erweiterungsmodul entwickelt werden, das erlaubt, Python-Skripte einzubetten.' + model_name: + type: object + properties: + name: + type: string + format: string + example: + name: "example-model" fetch_ted_model: type: object required: ["amount", "search_criteria", "dataset_name"] diff --git a/src/validation/model_name_validation.py b/src/validation/model_name_validation.py new file mode 100644 index 0000000..46e0c2b --- /dev/null +++ b/src/validation/model_name_validation.py @@ -0,0 +1,11 @@ +from marshmallow import Schema, fields, post_load + +from src.Models.ModelNameModel import ModelNameModel + + +class ModelNameValidation(Schema): + name = fields.String(required=True) + + @post_load + def make_model(self, data, **kwargs): + return ModelNameModel(**data) \ No newline at end of file From 52d78780c0d9e4b7e98325dc95a2039c19641e31 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Mon, 1 Feb 2021 01:52:20 +0100 Subject: [PATCH 74/86] FullTextSvmModel load save --- .../FullTextSvmModel/FullTextSvmModel.py | 31 ++++++++++--------- 1 file changed, 16 insertions(+), 15 deletions(-) diff --git a/src/classifier/FullTextSvmModel/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py index 7a8c23b..1b5ca11 100644 --- a/src/classifier/FullTextSvmModel/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -1,5 +1,6 @@ import logging +import joblib import pandas as pd from sklearn.base import TransformerMixin, BaseEstimator from sklearn.pipeline import Pipeline, FeatureUnion @@ -33,6 +34,7 @@ def __init__(self): self.stopwords = list(STOP_WORDS) self.stopwords.extend(self.domain_stopwords) + self.model = None self.create_new_model() def tokenize(self, sentence): @@ -75,34 +77,33 @@ def validate(self, labelled_tenders): return ValidationResult(ylabels, y_pred) def load(self, name): - pass + self.model = joblib.load("./data/" + name) def save(self, name): - pass + joblib.dump(self.model, "./data/" + name) - def create_new_model(self): - class Ectractor(BaseEstimator, TransformerMixin): - - def __init__(self, column): - self.column = column - pass + class Extractor(BaseEstimator, TransformerMixin): + def __init__(self, column): + self.column = column + pass - def transform(self, df, y=None): - return df[self.column] + def transform(self, df, y=None): + return df[self.column] - def fit(self, df, y=None): - return self + def fit(self, df, y=None): + return self + def create_new_model(self): pipeline = Pipeline([ ('union', FeatureUnion( transformer_list=[ ('titles', Pipeline([ - ('selector', Ectractor(column="titles")), + ('selector', self.Extractor(column="titles")), ('vect', CountVectorizer(max_features=1000, tokenizer=self.tokenize, ngram_range=(1, 2))), ('tfidf', TfidfTransformer()) ])), ('descriptions', Pipeline([ - ('selector', Ectractor(column="descriptions")), + ('selector', self.Extractor(column="descriptions")), ('vect', CountVectorizer(max_features=1000, tokenizer=self.tokenize, ngram_range=(1, 2))), ('tfidf', TfidfTransformer()) ])), @@ -111,4 +112,4 @@ def fit(self, df, y=None): ('svc', SVC(kernel="linear", random_state=0)), ]) - self.model = pipeline + self.model = None From 052caeafe6f0725f2ddb55a78cb79ae1c014c431 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Mon, 1 Feb 2021 01:56:44 +0100 Subject: [PATCH 75/86] legacy SpacySciKitModel load save --- .../SpacyScikitModel/SpacyScikitModel.py | 18 +++++++----------- 1 file changed, 7 insertions(+), 11 deletions(-) diff --git a/src/classifier/SpacyScikitModel/SpacyScikitModel.py b/src/classifier/SpacyScikitModel/SpacyScikitModel.py index d1ea2c0..55e3294 100644 --- a/src/classifier/SpacyScikitModel/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel/SpacyScikitModel.py @@ -43,6 +43,7 @@ def __init__(self): self.stopwords = list(STOP_WORDS) self.stopwords.extend(self.domain_stopwords) self.pipe = None + self.create_new_model() def spacy_tokenizer(self, sentence): sentence_tokens = self.parser(sentence) @@ -66,26 +67,24 @@ def fit(self, X, y=None, **fit_params): def get_params(self, deep=True): return {} - def __load_model(self): - if not self.pipe: - self.pipe = joblib.load(MODEL_NAME) - def __convert_to_input(self, tenders): titles = list(map(lambda x: x.get_title(LANGUAGE), tenders)) return titles def classify(self, tenders): - self.__load_model() - titles = self.__convert_to_input(tenders) predictions = self.pipe.predict(titles) tuples = zip(tenders, predictions) selected_tenders = [t for t, p in tuples if p == 1] return selected_tenders - def train(self, labelled_tenders): - self.__load_model() + def load(self, name): + self.pipe = joblib.load("./data/" + name) + def save(self, name): + joblib.dump(self.pipe, "./data/" + name) + + def train(self, labelled_tenders): tenders = [i for i, j in labelled_tenders] labels = [j for i, j in labelled_tenders] titles = self.__convert_to_input(tenders) @@ -103,7 +102,6 @@ def train(self, labelled_tenders): tn, fp, fn, tp = confusion_matrix(y_test, y_pred).ravel() logger.info(f"tn: {tn} fp: {fp}") logger.info(f"fn: {fn} tp:{tp}") - joblib.dump(self.pipe, MODEL_NAME) print("Score:") print(accuracy_score(y_test, y_pred)) @@ -117,5 +115,3 @@ def create_new_model(self): self.pipe = Pipeline([("cleaner", predictor), ('vectorizer', vectorizer), ('classifier', classifier)]) - - joblib.dump(self.pipe, MODEL_NAME) From 6a4a504425607d75eae831e0efb74bbbcf24747a Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Mon, 1 Feb 2021 02:18:21 +0100 Subject: [PATCH 76/86] FullTextSvmModel load save --- .../FullTextTransformerModel.py | 13 ++++++---- .../TransformerModel/TransformerModel.py | 24 ++++++++----------- 2 files changed, 18 insertions(+), 19 deletions(-) diff --git a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py index 7eb8b5f..15b8ce0 100644 --- a/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py +++ b/src/classifier/FullTextTransformerModel/FullTextTransformerModel.py @@ -25,7 +25,6 @@ def __init__(self, config_class=PytorchTransformerConfig.bert_german_full): self.configClass = config_class self.config = None self.model = None - self.create_new_model(self.configClass) def predict(self, df): data = BertDataSet(df, self.config) @@ -44,6 +43,13 @@ def predict(self, df): return predictions + def load(self, name): + self.create_new_model() + self.model.load_state_dict(torch.load("./data/" + name)) + + def save(self, name): + torch.save(self.model.state_dict(), "./data/" + name) + def classify(self, tenders: List[Tender]): titles = list(map(lambda x: x.get_title("DE"), tenders)) descriptions = list(map(lambda x: x.get_description("DE"), tenders)) @@ -94,10 +100,7 @@ def validate(self, labelled_tenders): def save_model(self): torch.save(self.model.state_dict(), "./data/" + self.config.name) - def create_new_model(self, *args): - if len(args) == 1: - self.configClass = args[0] - + def create_new_model(self): del self.model del self.config torch.cuda.empty_cache() diff --git a/src/classifier/TransformerModel/TransformerModel.py b/src/classifier/TransformerModel/TransformerModel.py index e920385..90e0739 100644 --- a/src/classifier/TransformerModel/TransformerModel.py +++ b/src/classifier/TransformerModel/TransformerModel.py @@ -3,6 +3,7 @@ import logging import torch import time +from simpletransformers.classification import ClassificationModel from sklearn.model_selection import train_test_split @@ -19,30 +20,26 @@ cuda_available = torch.cuda.is_available() + class TransformerModel(TenderClassClassifier): """ This class provides the Machine Learning model and classifies tenders based on previous training data. """ - def load_model(self): - if not self.model: - from simpletransformers.classification import ClassificationModel - try: - self.model = ClassificationModel('bert', './outputs/', use_cuda=cuda_available, args=args) - except Exception as ex: - logger.error(f"could not load model from /outputs due to {str(ex)}, creating new model") - self.create_new_model() - def __init__(self): self.model = None + def load(self, name): + self.model = ClassificationModel('bert', './outputs/', use_cuda=cuda_available, args=args) + + def save(self, name): + pass + def __convert_to_input(self, tenders): titles = list(map(lambda x: x.get_title("DE"), tenders)) return titles def classify(self, tenders): - self.load_model() - titles = self.__convert_to_input(tenders) predictions, raw_output = self.model.predict(titles) tuples = zip(tenders, predictions) @@ -51,13 +48,12 @@ def classify(self, tenders): return selected_tenders def train(self, labelled_tenders): - self.load_model() - tenders = [i for i, j in labelled_tenders] tenders = self.__convert_to_input(tenders) labels = [j for i, j in labelled_tenders] - tenders_train, tenders_test, labels_train, labels_test = train_test_split(tenders, labels, test_size=0.1, random_state=42) + tenders_train, tenders_test, labels_train, labels_test = train_test_split(tenders, labels, test_size=0.1, + random_state=42) data_input = pd.DataFrame(zip(tenders_train, labels_train)) From 97f313c893df84600adf13093741628cd86b7277 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 6 Feb 2021 14:30:57 +0100 Subject: [PATCH 77/86] test save validation --- src/validation/ted_save_validation.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) create mode 100644 src/validation/ted_save_validation.py diff --git a/src/validation/ted_save_validation.py b/src/validation/ted_save_validation.py new file mode 100644 index 0000000..3b98231 --- /dev/null +++ b/src/validation/ted_save_validation.py @@ -0,0 +1,15 @@ +from marshmallow import Schema, fields, post_load + +from src.Models.TedSaveModel import TedSaveModel + + +class TedSaveValidation(Schema): + amount = fields.Int(required=True) + search_criteria = fields.String(required=True) + original_languages = fields.List(fields.String(), required=False) + languages = fields.List(fields.String(), required=False) + dataset_name = fields.String(required=True) + + @post_load + def make_model(self, data, **kwargs): + return TedSaveModel(**data) From 5b9b73b30c4b6f645438fa7cc5644b2ae6c2b168 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 6 Feb 2021 18:11:43 +0100 Subject: [PATCH 78/86] fix docker integration --- .dockerignore | 2 +- .gitignore | 2 +- docker-compose.yml | 2 +- src/main.py | 3 +-- 4 files changed, 4 insertions(+), 5 deletions(-) diff --git a/.dockerignore b/.dockerignore index 0e91541..0bd0f5b 100644 --- a/.dockerignore +++ b/.dockerignore @@ -1 +1 @@ -src/data \ No newline at end of file +src/data/* \ No newline at end of file diff --git a/.gitignore b/.gitignore index 7df313c..7865546 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,6 @@ .idea/ outputs/ -data/ +data/* venv/ test/ runs/ diff --git a/docker-compose.yml b/docker-compose.yml index 6be496b..b2b6137 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -6,4 +6,4 @@ services: ports: - "5000:5000" volumes: - - "./data:/data:rw" \ No newline at end of file + - "./data:/src/data:rw" \ No newline at end of file diff --git a/src/main.py b/src/main.py index c43b0a8..23ef70a 100644 --- a/src/main.py +++ b/src/main.py @@ -8,11 +8,10 @@ import logging # Use src path so that the python interpreter can access all modules -from src.routes.v1.fetch import fetch_blueprint - sys.path.append(os.getcwd()[:os.getcwd().index('src')]) # import routes +from src.routes.v1.fetch import fetch_blueprint from src.routes.v1.model import model_blueprint from src.routes.v1.persistence import persistence_blueprint from src.routes.v1.web import web_blueprint From d0630c423704ff04c04613037b4e0f89e8830d0f Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sat, 6 Feb 2021 21:00:45 +0100 Subject: [PATCH 79/86] validation endpoint --- .../FullTextSvmModel/FullTextSvmModel.py | 2 +- src/entity/ValidationResult.py | 16 ++++-- src/routes/v1/model.py | 13 ++++- src/service/Trainer.py | 14 +++++ src/static/api.yaml | 52 +++++++++++++++++-- 5 files changed, 88 insertions(+), 9 deletions(-) diff --git a/src/classifier/FullTextSvmModel/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py index 1b5ca11..1c45c74 100644 --- a/src/classifier/FullTextSvmModel/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -112,4 +112,4 @@ def create_new_model(self): ('svc', SVC(kernel="linear", random_state=0)), ]) - self.model = None + self.model = pipeline diff --git a/src/entity/ValidationResult.py b/src/entity/ValidationResult.py index e682227..9f143c8 100644 --- a/src/entity/ValidationResult.py +++ b/src/entity/ValidationResult.py @@ -1,9 +1,5 @@ -from typing import List - from sklearn.metrics import confusion_matrix, accuracy_score, precision_score, recall_score, f1_score -from src.entity.TenderLanguageEntity import TenderLanguageEntity - class ValidationResult: """ @@ -16,3 +12,15 @@ def __init__(self, labels, pred): self.precision = precision_score(labels, pred) self.recall = recall_score(labels, pred) self.f1 = f1_score(labels, pred) + + def toDict(self): + return { + "tn": self.tn.item(), + "fp": self.fp.item(), + "fn": self.fn.item(), + "tp": self.tp.item(), + "accuracy": self.accuracy, + "precision": self.precision, + "recall": self.recall, + "f1": self.f1 + } diff --git a/src/routes/v1/model.py b/src/routes/v1/model.py index 81a7e18..29aa94f 100644 --- a/src/routes/v1/model.py +++ b/src/routes/v1/model.py @@ -1,7 +1,8 @@ from http.client import BAD_REQUEST -from flask import Blueprint, request, abort +from flask import Blueprint, request, abort, jsonify from src.config import tender_trainer +from src.entity.ValidationResult import ValidationResult from src.validation.create_from_datasets_validation import CreateFromDatasetsValidation from src.validation.create_new_validation import CreateNewValidation from marshmallow import ValidationError @@ -35,6 +36,16 @@ def post_train_from_datasets(): except ValidationError as err: abort(BAD_REQUEST, str(err.messages)) +@model_blueprint.route("/validate-on-dataset", methods=['POST']) +def validate_on_datasets(): + try: + model = create_from_datasets_validation.load(request.json) + + restult: ValidationResult = tender_trainer.validate(model) + + return jsonify(restult.toDict()) + except ValidationError as err: + abort(BAD_REQUEST, str(err.messages)) @model_blueprint.route("/save", methods=['POST']) def save_model(): diff --git a/src/service/Trainer.py b/src/service/Trainer.py index a0b0786..689090f 100644 --- a/src/service/Trainer.py +++ b/src/service/Trainer.py @@ -3,6 +3,7 @@ import logging from src.Models.ModelNameModel import ModelNameModel +from src.entity.ValidationResult import ValidationResult from src.persistence.Persistence import Persistence from src.service.fetcher.Fetcher import Fetcher @@ -38,6 +39,19 @@ def train(self, tender_ids, labels): self.tender_model.train(labelled_tenders) + def validate(self, model: FromDatasetsModel) -> ValidationResult: + pos_tenders = self.persistence.load(model.pos_filename) + neg_tenders = self.persistence.load(model.neg_filename) + + pos_labels = [1] * len(pos_tenders) + neg_labels = [0] * len(neg_tenders) + + labelled_tenders = list(zip(pos_tenders, pos_labels)) + list(zip(neg_tenders, neg_labels)) + + random.shuffle(labelled_tenders) + + return self.tender_model.validate(labelled_tenders) + def load_and_train(self, model: FromDatasetsModel): pos_tenders = self.persistence.load(model.pos_filename) neg_tenders = self.persistence.load(model.neg_filename) diff --git a/src/static/api.yaml b/src/static/api.yaml index 5a32f5d..6375713 100644 --- a/src/static/api.yaml +++ b/src/static/api.yaml @@ -92,10 +92,29 @@ paths: content: application/json: schema: - $ref: '#/components/schemas/create-from-datasets-model' + $ref: '#/components/schemas/dataset-location-model' responses: '200': description: OK + /model/validate-on-dataset: + post: + tags: + - ML Model + summary: Validate a trained model on a given dataset + requestBody: + description: Filenames of a positive and negative dataset + required: true + content: + application/json: + schema: + $ref: '#/components/schemas/dataset-location-model' + responses: + '200': + description: Validation result + content: + application/json: + schema: + $ref: '#/components/schemas/validation_result' /fetch/ted: post: tags: @@ -170,7 +189,7 @@ components: neg_number: 1000 pos_search_criteria: " AND PC=[72*]" neg_search_criteria: " AND NOT PC=[72*]" - create-from-datasets-model: + dataset-location-model: type: object properties: pos_filename: @@ -235,4 +254,31 @@ components: - "FR" languages: - "EN" - dataset_name: "example-dataset" \ No newline at end of file + dataset_name: "example-dataset" + validation_result: + type: object + properties: + tn: + type: integer + format: integer + fp: + type: integer + format: integer + fn: + type: integer + format: integer + tp: + type: integer + format: integer + accuracy: + type: number + format: double + precision: + type: number + format: double + recall: + type: number + format: double + f1: + type: number + format: double \ No newline at end of file From efa96f2a94ecfaee67f8358294dc4ce8e9190387 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 7 Feb 2021 00:17:36 +0100 Subject: [PATCH 80/86] fix svm classifier --- .../FullTextSvmModel/FullTextSvmModel.py | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/src/classifier/FullTextSvmModel/FullTextSvmModel.py b/src/classifier/FullTextSvmModel/FullTextSvmModel.py index 1c45c74..e3e584d 100644 --- a/src/classifier/FullTextSvmModel/FullTextSvmModel.py +++ b/src/classifier/FullTextSvmModel/FullTextSvmModel.py @@ -1,4 +1,5 @@ import logging +from typing import List import joblib import pandas as pd @@ -11,6 +12,7 @@ import string from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.Tender import Tender from src.entity.ValidationResult import ValidationResult from src.entity.LabeledTenderCollection import LabelledTenderCollection @@ -44,9 +46,18 @@ def tokenize(self, sentence): sentence_tokens = [word for word in sentence_tokens if word not in self.stopwords and word not in punctuations] return sentence_tokens - def classify(self, tenders): - titles = list(map(lambda x: x.get_title("DE"), tenders)) - predictions = self.model.predict(titles) + def classify(self, tenders: List[Tender]): + + if len(tenders) is 0: + return tenders + + titles = list(map(lambda x: x.get_original_language_entity().title, tenders)) + descriptions = list(map(lambda x: x.get_original_language_entity().description, tenders)) + + df = pd.DataFrame({"titles": titles, "descriptions": descriptions}) + df = df.dropna() + + predictions = self.model.predict(df) tuples = zip(tenders, predictions) selected_tenders = [t for t, p in tuples if p == 1] return selected_tenders From 34ca84291019dc89e09a4ee6378a0bee501a9833 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 7 Feb 2021 00:17:50 +0100 Subject: [PATCH 81/86] adapt swagger --- src/static/api.yaml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/src/static/api.yaml b/src/static/api.yaml index 6375713..c73e676 100644 --- a/src/static/api.yaml +++ b/src/static/api.yaml @@ -142,6 +142,9 @@ components: type: array items: type: string + original_lang: + type: string + format: string languageEntities: type: array items: From cca0c77309a88b6682840724f4e053906c508f4f Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 7 Feb 2021 00:51:04 +0100 Subject: [PATCH 82/86] web recommendation filter by original language --- src/routes/v1/web.py | 2 +- src/service/Recommender.py | 7 ++----- src/service/fetcher/Fetcher.py | 4 ++-- 3 files changed, 5 insertions(+), 8 deletions(-) diff --git a/src/routes/v1/web.py b/src/routes/v1/web.py index e1ce199..ce3802c 100644 --- a/src/routes/v1/web.py +++ b/src/routes/v1/web.py @@ -6,7 +6,7 @@ @web_blueprint.route("/recommendations", methods=['GET']) def get_recommendations(): - # use query parameters to overwrite default count and date + # use query parameters to overwrite default count, language and date count = int(request.args.get('count')) if count is None: # download all tenders (indicated by count=0) diff --git a/src/service/Recommender.py b/src/service/Recommender.py index 9aca089..b63ffe4 100644 --- a/src/service/Recommender.py +++ b/src/service/Recommender.py @@ -9,14 +9,11 @@ class Recommender: def __init__(self, tender_model): self.tender_fetcher = Fetcher() self.tender_model = tender_model - self.cached_selected_tenders = [] self.cached_search_criteria = "" def get_recommendations(self, count, search_criteria = ""): - if not self.cached_selected_tenders or self.cached_search_criteria != search_criteria: - tenders = self.tender_fetcher.get(count, search_criteria=search_criteria) - self.cached_selected_tenders = self.tender_model.classify(tenders) - return self.cached_selected_tenders + tenders = self.tender_fetcher.get(count, search_criteria=search_criteria) + return self.tender_model.classify(tenders) def get_all(self, count, search_criteria=""): tenders = self.tender_fetcher.get(count, search_criteria=search_criteria) diff --git a/src/service/fetcher/Fetcher.py b/src/service/fetcher/Fetcher.py index 0b6488a..d446860 100644 --- a/src/service/fetcher/Fetcher.py +++ b/src/service/fetcher/Fetcher.py @@ -16,8 +16,8 @@ def __init__(self): self.ted_fetcher = TedFetcher() self.persistence = Persistence() - def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], page_offset: int = 0) -> List[Tender]: - return self.ted_fetcher.get(count, load_documents, search_criteria, None, languages, page_offset) + def get(self, count: int, load_documents: bool = False, search_criteria: str = "", languages: List[str] = ["DE", "EN"], original_languages = ["DE"], page_offset: int = 0) -> List[Tender]: + return self.ted_fetcher.get(count, load_documents, search_criteria, original_languages, languages, page_offset) def fetch_and_save(self, model: TedSaveModel): tenders = self.ted_fetcher.from_ted_save_model(model) From e8bc0a02a670d6b08560b1dde9af07aca86e6fa0 Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 7 Feb 2021 18:00:56 +0100 Subject: [PATCH 83/86] implement dataset split utitlity --- src/dev/train_test_splitter.py | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 src/dev/train_test_splitter.py diff --git a/src/dev/train_test_splitter.py b/src/dev/train_test_splitter.py new file mode 100644 index 0000000..71298a8 --- /dev/null +++ b/src/dev/train_test_splitter.py @@ -0,0 +1,31 @@ +import json +from sklearn.model_selection import train_test_split + +from src.entity.Tender import Tender + + +class TrainTestSplitter: + def main(self): + self.split("dev_pos_tenders") + + def split(self, path): + + tenders = self.load(path + ".json") + train, test = train_test_split(tenders, test_size=0.1, random_state=42) + self.save(train, path + "_train.json") + self.save(test, path + "_test.json") + + def load(self, path): + with open("../data/" + path, 'r', encoding='utf8') as json_file: + tender_dicts = json.load(json_file) + tenders = list(map(lambda x: Tender.from_json_dict(x), tender_dicts)) + return tenders + + def save(self, tenders, path): + with open("../data/" + path, 'w', encoding='utf8') as json_file: + json.dump(list(map(lambda x: x.get_dict(), tenders)), json_file, ensure_ascii=False) + json_file.flush() + json_file.close() + +if __name__ == '__main__': + TrainTestSplitter().main() \ No newline at end of file From 7f1c0251ddcaa4680eec665aef7f24bc7a41ef3e Mon Sep 17 00:00:00 2001 From: Lukas Arnhold Date: Sun, 7 Feb 2021 19:03:35 +0100 Subject: [PATCH 84/86] adapt spacy scikit model --- .../SpacyScikitModel/SpacyScikitModel.py | 32 ++++++++----------- 1 file changed, 14 insertions(+), 18 deletions(-) diff --git a/src/classifier/SpacyScikitModel/SpacyScikitModel.py b/src/classifier/SpacyScikitModel/SpacyScikitModel.py index 55e3294..ef71f40 100644 --- a/src/classifier/SpacyScikitModel/SpacyScikitModel.py +++ b/src/classifier/SpacyScikitModel/SpacyScikitModel.py @@ -4,17 +4,17 @@ from sklearn.base import TransformerMixin from sklearn.pipeline import Pipeline from sklearn.svm import LinearSVC -from sklearn.model_selection import train_test_split -from sklearn.metrics import confusion_matrix, accuracy_score import spacy import string import logging from src.classifier.TenderClassClassifier import TenderClassClassifier +from src.entity.LabeledTenderCollection import LabelledTenderCollection +from src.entity.ValidationResult import ValidationResult logger = logging.getLogger(__name__) -LANGUAGE = "EN" +LANGUAGE = "DE" MODEL_NAME = "scikit_model" punctuations = string.punctuation @@ -24,13 +24,11 @@ class SpacyScikitModel(TenderClassClassifier): def __init__(self): if LANGUAGE == "DE": from spacy.lang.de.stop_words import STOP_WORDS - self.nlp = spacy.load('de_core_news_sm') self.domain_stopwords = ["Ausschreibung", "Bekanntmachung"] from spacy.lang.de import German self.parser = German() elif LANGUAGE == "EN": from spacy.lang.en.stop_words import STOP_WORDS - self.nlp = spacy.load('en') self.domain_stopwords = ["contract", "system", "service", "tender", "company", "notice", "procurement", "work", "include", "support", "approximately", "management", "agreement", "office", "solution", "manage", "product", "design", "program", "project", @@ -84,7 +82,7 @@ def load(self, name): def save(self, name): joblib.dump(self.pipe, "./data/" + name) - def train(self, labelled_tenders): + def prepare_data(self, labelled_tenders): tenders = [i for i, j in labelled_tenders] labels = [j for i, j in labelled_tenders] titles = self.__convert_to_input(tenders) @@ -93,18 +91,16 @@ def train(self, labelled_tenders): T = training_df["title"] y = training_df["label"] - T_train, T_test, y_train, y_test = train_test_split(T, y, test_size=0.1, random_state=42) - logger.info("start training") - self.pipe.fit(T_train, y_train) - logger.info("start testing") - y_pred = self.pipe.predict(T_test) - logger.info(f"accuracy: {self.pipe.score(T_test, y_test)} , tested with {len(T_test)} instances") - tn, fp, fn, tp = confusion_matrix(y_test, y_pred).ravel() - logger.info(f"tn: {tn} fp: {fp}") - logger.info(f"fn: {fn} tp:{tp}") - - print("Score:") - print(accuracy_score(y_test, y_pred)) + return T, y + + def train(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + self.pipe.fit(X, ylabels) + + def validate(self, labelled_tenders): + X, ylabels = self.prepare_data(labelled_tenders) + y_pred = self.pipe.predict(X) + return ValidationResult(ylabels, y_pred) def create_new_model(self): vectorizer = CountVectorizer(tokenizer=self.spacy_tokenizer, ngram_range=(1, 2)) From f72a025932f736803e75a5fe5a525a55f58ac464 Mon Sep 17 00:00:00 2001 From: larnhold Date: Sun, 7 Feb 2021 19:29:49 +0100 Subject: [PATCH 85/86] update data inspector --- src/dev/dev_data_inspector.py | 63 +++++++++++++++++++++++++++-------- 1 file changed, 49 insertions(+), 14 deletions(-) diff --git a/src/dev/dev_data_inspector.py b/src/dev/dev_data_inspector.py index 4fa9832..46207f0 100644 --- a/src/dev/dev_data_inspector.py +++ b/src/dev/dev_data_inspector.py @@ -1,31 +1,66 @@ -import pickle +import json +from transformers import AutoTokenizer + import pandas as pd import matplotlib.pyplot as plt -from src.entity.LabeledTenderCollection import LabelledTenderCollection +from entity.Tender import Tender class DevDATAInspector: def main(self): - labelled_tenders = self.load_obj() - labelled_tenders_collection = LabelledTenderCollection(labelled_tenders) - df = pd.DataFrame({"title": labelled_tenders_collection.get_titles(), "description": labelled_tenders_collection.get_descriptions(), "label": labelled_tenders_collection.get_labels()}) - df["title_len"] = df["title"].str.split().str.len() - df["description_len"] = df["description"].str.split().str.len() + tenders = self.load("dev_neg_tenders.json") + self.load("dev_pos_tenders.json") + tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased") + + words = [] + tokens_per_word = [] + + for tender in tenders: + langEnt = tender.get_original_language_entity() + + for word in langEnt.title.split(): + words.append(word) + + for word in langEnt.description.split(): + words.append(word) + + for word in words: + tokens_per_word.append(len(self.tokens_of_sequence(tokenizer, word))) + + print(sum(tokens_per_word) / len(tokens_per_word)) + + def tokens_of_sequence(self, tokenizer, data): + encoded_sent = tokenizer.encode_plus( + text=data, + add_special_tokens=False + ) + + input_ids = encoded_sent.get('input_ids') + return input_ids + + + def load(self, path): + with open(path, 'r', encoding='utf8') as json_file: + tender_dicts = json.load(json_file) + tenders = list(map(lambda x: Tender.from_json_dict(x), tender_dicts)) + return tenders + + def sequence_length(self): + tenders = self.load("dev_neg_tenders.json") + self.load("dev_pos_tenders.json") + df = pd.DataFrame() + df["title_len"] = [len((x.get_title("DE")).split()) for x in tenders] + df["description_len"] = [len((x.get_description("DE")).split()) for x in tenders] title_len_fig = plt.figure() - df.boxplot(column=['title_len']) + title_len_fig.suptitle('') + df.boxplot(column=['title_len'], showfliers=False) desc_len_fig = plt.figure() - df.boxplot(column=['description_len']) + desc_len_fig.suptitle('') + df.boxplot(column=['description_len'], showfliers=False) title_len_fig.savefig("title_len.png", format="png") desc_len_fig.savefig("desc_len.png", format="png") - def load_obj(self): - with open('labelled_tenders.pkl', 'rb') as f: - return pickle.load(f) - - if __name__ == '__main__': DevDATAInspector().main() \ No newline at end of file From 355bcf24cbe4c9bb1424a0edabb8b241daf280af Mon Sep 17 00:00:00 2001 From: larnhold Date: Sun, 7 Feb 2021 21:53:14 +0100 Subject: [PATCH 86/86] add german bert lite model --- .../config/TransformerModelConfig.py | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py index 251dec9..5624a07 100644 --- a/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py +++ b/src/classifier/FullTextTransformerModel/config/TransformerModelConfig.py @@ -28,6 +28,19 @@ def __init__(self, tokenizer, model, max_len_title=512, max_len_desc=512, self.num_models = 2 if (self.use_title and self.use_desc) else 1 + @classmethod + def bert_german_full_lite(cls): + tokenizer = AutoTokenizer.from_pretrained("distilbert-base-german-cased") + model = AutoModel.from_pretrained("distilbert-base-german-cased") + max_len_title = 70 + max_len_desc = 300 + batch_size = 16 + epochs = 4 + + return PytorchTransformerConfig(tokenizer, model, max_len_title, + max_len_desc, batch_size, epochs, name="TrainBertLayers", + freeze_pretrained_layers=False) + @classmethod def bert_german_full(cls): tokenizer = AutoTokenizer.from_pretrained("bert-base-german-cased")

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