From b530c66282bc0b0d2b32e08000367bb6b2abbbe9 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Wed, 6 Oct 2021 12:18:38 +0200 Subject: [PATCH 01/41] - adds main function to most scripts For all .py files that are entry points (can be invoked as separate scripts via CLI commands) the whole code is wrapped in a main function. This has the advantages that later on code can be separated out into their own functions and these functions can be placed below the previous code. So the overall reading flow of the code is from top to bottom like prose. Without this pattern functions would need to be defined above the invocation. - also deletes unnecessary author comments at the top of the file --- code/application/application.py | 96 +++++++-------- code/classification/run_classifier.py | 101 ++++++++-------- .../reduce_dimensionality.py | 111 +++++++++--------- code/feature_extraction/character_length.py | 4 - code/feature_extraction/extract_features.py | 91 +++++++------- code/feature_extraction/feature_collector.py | 4 - code/feature_extraction/feature_extractor.py | 4 - code/preprocessing/create_labels.py | 58 ++++----- code/preprocessing/preprocessor.py | 4 - code/preprocessing/punctuation_remover.py | 4 - code/preprocessing/run_preprocessing.py | 66 ++++++----- code/preprocessing/split_data.py | 50 ++++---- code/util.py | 4 - 13 files changed, 291 insertions(+), 306 deletions(-) diff --git a/code/application/application.py b/code/application/application.py index 159aafaa..d2d0f2f0 100644 --- a/code/application/application.py +++ b/code/application/application.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Console-based application for tweet classification. - -Created on Wed Sep 29 14:49:25 2021 - -@author: lbechberger """ import argparse, pickle @@ -13,48 +9,52 @@ from sklearn.pipeline import make_pipeline from code.util import COLUMN_TWEET -# setting up CLI -parser = argparse.ArgumentParser(description = "Application") -parser.add_argument("preprocessing_file", help = "path to the pickle file containing the preprocessing") -parser.add_argument("feature_file", help = "path to the pickle file containing the feature extraction") -parser.add_argument("dim_red_file", help = "path to the pickle file containing the dimensionality reduction") -parser.add_argument("classifier_file", help = "path to the pickle file containing the classifier") -args = parser.parse_args() - -# load all the pipeline steps -with open(args.preprocessing_file, 'rb') as f_in: - preprocessing = pickle.load(f_in) -with open(args.feature_file, 'rb') as f_in: - feature_extraction = pickle.load(f_in) -with open(args.dim_red_file, 'rb') as f_in: - dimensionality_reduction = pickle.load(f_in) -with open(args.classifier_file, 'rb') as f_in: - classifier = pickle.load(f_in) - -# chain them together into a single pipeline -pipeline = make_pipeline(preprocessing, feature_extraction, dimensionality_reduction, classifier) - -# headline output -print("Welcome to ViralTweeter v0.1!") -print("-----------------------------") -print("") - -while True: - # ask user for input - tweet = input("Please type in your tweet (type 'quit' to quit the program): ") - - # terminate if necessary - if tweet == "quit": - print("Okay, goodbye!") - break - - # if not terminated: create pandas DataFrame and put it through the pipeline - df = pd.DataFrame() - df[COLUMN_TWEET] = [tweet] - - prediction = pipeline.predict(df) - confidence = pipeline.predict_proba(df) - - print("Prediction: {0}, Confidence: {1}".format(prediction, confidence)) +def main(): + # setting up CLI + parser = argparse.ArgumentParser(description = "Application") + parser.add_argument("preprocessing_file", help = "path to the pickle file containing the preprocessing") + parser.add_argument("feature_file", help = "path to the pickle file containing the feature extraction") + parser.add_argument("dim_red_file", help = "path to the pickle file containing the dimensionality reduction") + parser.add_argument("classifier_file", help = "path to the pickle file containing the classifier") + args = parser.parse_args() + + # load all the pipeline steps + with open(args.preprocessing_file, 'rb') as f_in: + preprocessing = pickle.load(f_in) + with open(args.feature_file, 'rb') as f_in: + feature_extraction = pickle.load(f_in) + with open(args.dim_red_file, 'rb') as f_in: + dimensionality_reduction = pickle.load(f_in) + with open(args.classifier_file, 'rb') as f_in: + classifier = pickle.load(f_in) + + # chain them together into a single pipeline + pipeline = make_pipeline(preprocessing, feature_extraction, dimensionality_reduction, classifier) + + # headline output + print("Welcome to ViralTweeter v0.1!") + print("-----------------------------") print("") - + + while True: + # ask user for input + tweet = input("Please type in your tweet (type 'quit' to quit the program): ") + + # terminate if necessary + if tweet == "quit": + print("Okay, goodbye!") + break + + # if not terminated: create pandas DataFrame and put it through the pipeline + df = pd.DataFrame() + df[COLUMN_TWEET] = [tweet] + + prediction = pipeline.predict(df) + confidence = pipeline.predict_proba(df) + + print("Prediction: {0}, Confidence: {1}".format(prediction, confidence)) + print("") + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/code/classification/run_classifier.py b/code/classification/run_classifier.py index ffdeef55..2426d110 100644 --- a/code/classification/run_classifier.py +++ b/code/classification/run_classifier.py @@ -2,65 +2,66 @@ # -*- coding: utf-8 -*- """ Train or evaluate a single classifier with its given set of hyperparameters. - -Created on Wed Sep 29 14:23:48 2021 - -@author: lbechberger """ import argparse, pickle from sklearn.dummy import DummyClassifier from sklearn.metrics import accuracy_score, cohen_kappa_score -# setting up CLI -parser = argparse.ArgumentParser(description = "Classifier") -parser.add_argument("input_file", help = "path to the input pickle file") -parser.add_argument("-s", '--seed', type = int, help = "seed for the random number generator", default = None) -parser.add_argument("-e", "--export_file", help = "export the trained classifier to the given location", default = None) -parser.add_argument("-i", "--import_file", help = "import a trained classifier from the given location", default = None) -parser.add_argument("-m", "--majority", action = "store_true", help = "majority class classifier") -parser.add_argument("-f", "--frequency", action = "store_true", help = "label frequency classifier") -parser.add_argument("-a", "--accuracy", action = "store_true", help = "evaluate using accuracy") -parser.add_argument("-k", "--kappa", action = "store_true", help = "evaluate using Cohen's kappa") -args = parser.parse_args() -# load data -with open(args.input_file, 'rb') as f_in: - data = pickle.load(f_in) +def main(): + # setting up CLI + parser = argparse.ArgumentParser(description = "Classifier") + parser.add_argument("input_file", help = "path to the input pickle file") + parser.add_argument("-s", '--seed', type = int, help = "seed for the random number generator", default = None) + parser.add_argument("-e", "--export_file", help = "export the trained classifier to the given location", default = None) + parser.add_argument("-i", "--import_file", help = "import a trained classifier from the given location", default = None) + parser.add_argument("-m", "--majority", action = "store_true", help = "majority class classifier") + parser.add_argument("-f", "--frequency", action = "store_true", help = "label frequency classifier") + parser.add_argument("-a", "--accuracy", action = "store_true", help = "evaluate using accuracy") + parser.add_argument("-k", "--kappa", action = "store_true", help = "evaluate using Cohen's kappa") + args = parser.parse_args() + + # load data + with open(args.input_file, 'rb') as f_in: + data = pickle.load(f_in) + + if args.import_file is not None: + # import a pre-trained classifier + with open(args.import_file, 'rb') as f_in: + classifier = pickle.load(f_in) -if args.import_file is not None: - # import a pre-trained classifier - with open(args.import_file, 'rb') as f_in: - classifier = pickle.load(f_in) + else: # manually set up a classifier + + if args.majority: + # majority vote classifier + print(" majority vote classifier") + classifier = DummyClassifier(strategy = "most_frequent", random_state = args.seed) + classifier.fit(data["features"], data["labels"]) + elif args.frequency: + # label frequency classifier + print(" label frequency classifier") + classifier = DummyClassifier(strategy = "stratified", random_state = args.seed) + classifier.fit(data["features"], data["labels"]) -else: # manually set up a classifier - - if args.majority: - # majority vote classifier - print(" majority vote classifier") - classifier = DummyClassifier(strategy = "most_frequent", random_state = args.seed) - classifier.fit(data["features"], data["labels"]) - elif args.frequency: - # label frequency classifier - print(" label frequency classifier") - classifier = DummyClassifier(strategy = "stratified", random_state = args.seed) - classifier.fit(data["features"], data["labels"]) + # now classify the given data + prediction = classifier.predict(data["features"]) -# now classify the given data -prediction = classifier.predict(data["features"]) + # collect all evaluation metrics + evaluation_metrics = [] + if args.accuracy: + evaluation_metrics.append(("accuracy", accuracy_score)) + if args.kappa: + evaluation_metrics.append(("Cohen's kappa", cohen_kappa_score)) -# collect all evaluation metrics -evaluation_metrics = [] -if args.accuracy: - evaluation_metrics.append(("accuracy", accuracy_score)) -if args.kappa: - evaluation_metrics.append(("Cohen's kappa", cohen_kappa_score)) + # compute and print them + for metric_name, metric in evaluation_metrics: + print(" {0}: {1}".format(metric_name, metric(data["labels"], prediction))) + + # export the trained classifier if the user wants us to do so + if args.export_file is not None: + with open(args.export_file, 'wb') as f_out: + pickle.dump(classifier, f_out) -# compute and print them -for metric_name, metric in evaluation_metrics: - print(" {0}: {1}".format(metric_name, metric(data["labels"], prediction))) - -# export the trained classifier if the user wants us to do so -if args.export_file is not None: - with open(args.export_file, 'wb') as f_out: - pickle.dump(classifier, f_out) \ No newline at end of file +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/code/dimensionality_reduction/reduce_dimensionality.py b/code/dimensionality_reduction/reduce_dimensionality.py index d2b27419..5059d4fe 100644 --- a/code/dimensionality_reduction/reduce_dimensionality.py +++ b/code/dimensionality_reduction/reduce_dimensionality.py @@ -2,72 +2,73 @@ # -*- coding: utf-8 -*- """ Apply a dimensionality reduction technique. - -Created on Wed Sep 29 13:33:37 2021 - -@author: lbechberger """ import argparse, pickle from sklearn.feature_selection import SelectKBest, mutual_info_classif -# setting up CLI -parser = argparse.ArgumentParser(description = "Dimensionality reduction") -parser.add_argument("input_file", help = "path to the input pickle file") -parser.add_argument("output_file", help = "path to the output pickle file") -parser.add_argument("-e", "--export_file", help = "create a pipeline and export to the given location", default = None) -parser.add_argument("-i", "--import_file", help = "import an existing pipeline from the given location", default = None) -parser.add_argument("-m", "--mutual_information", type = int, help = "select K best features with Mutual Information", default = None) -parser.add_argument("--verbose", action = "store_true", help = "print information about feature selection process") -args = parser.parse_args() +def main(): + # setting up CLI + parser = argparse.ArgumentParser(description = "Dimensionality reduction") + parser.add_argument("input_file", help = "path to the input pickle file") + parser.add_argument("output_file", help = "path to the output pickle file") + parser.add_argument("-e", "--export_file", help = "create a pipeline and export to the given location", default = None) + parser.add_argument("-i", "--import_file", help = "import an existing pipeline from the given location", default = None) + parser.add_argument("-m", "--mutual_information", type = int, help = "select K best features with Mutual Information", default = None) + parser.add_argument("--verbose", action = "store_true", help = "print information about feature selection process") + args = parser.parse_args() + + # load the data + with open(args.input_file, 'rb') as f_in: + input_data = pickle.load(f_in) + + features = input_data["features"] + labels = input_data["labels"] + feature_names = input_data["feature_names"] -# load the data -with open(args.input_file, 'rb') as f_in: - input_data = pickle.load(f_in) + if args.import_file is not None: + # simply import an already fitted dimensionality reducer + with open(args.import_file, 'rb') as f_in: + dim_red = pickle.load(f_in) -features = input_data["features"] -labels = input_data["labels"] -feature_names = input_data["feature_names"] + else: # need to set things up manually -if args.import_file is not None: - # simply import an already fitted dimensionality reducer - with open(args.import_file, 'rb') as f_in: - dim_red = pickle.load(f_in) + if args.mutual_information is not None: + # select K best based on Mutual Information + dim_red = SelectKBest(mutual_info_classif, k = args.mutual_information) + dim_red.fit(features, labels.ravel()) + + # resulting feature names based on support given by SelectKBest + def get_feature_names(kbest, names): + support = kbest.get_support() + result = [] + for name, selected in zip(names, support): + if selected: + result.append(name) + return result + + if args.verbose: + print(" SelectKBest with Mutual Information and k = {0}".format(args.mutual_information)) + print(" {0}".format(feature_names)) + print(" " + str(dim_red.scores_)) + print(" " + str(get_feature_names(dim_red, feature_names))) + pass -else: # need to set things up manually + # apply the dimensionality reduction to the given features + reduced_features = dim_red.transform(features) - if args.mutual_information is not None: - # select K best based on Mutual Information - dim_red = SelectKBest(mutual_info_classif, k = args.mutual_information) - dim_red.fit(features, labels.ravel()) - - # resulting feature names based on support given by SelectKBest - def get_feature_names(kbest, names): - support = kbest.get_support() - result = [] - for name, selected in zip(names, support): - if selected: - result.append(name) - return result - - if args.verbose: - print(" SelectKBest with Mutual Information and k = {0}".format(args.mutual_information)) - print(" {0}".format(feature_names)) - print(" " + str(dim_red.scores_)) - print(" " + str(get_feature_names(dim_red, feature_names))) - pass + # store the results + output_data = {"features": reduced_features, + "labels": labels} + with open(args.output_file, 'wb') as f_out: + pickle.dump(output_data, f_out) -# apply the dimensionality reduction to the given features -reduced_features = dim_red.transform(features) + # export the dimensionality reduction technique as pickle file if desired by user + if args.export_file is not None: + with open(args.export_file, 'wb') as f_out: + pickle.dump(dim_red, f_out) -# store the results -output_data = {"features": reduced_features, - "labels": labels} -with open(args.output_file, 'wb') as f_out: - pickle.dump(output_data, f_out) -# export the dimensionality reduction technique as pickle file if desired by user -if args.export_file is not None: - with open(args.export_file, 'wb') as f_out: - pickle.dump(dim_red, f_out) \ No newline at end of file +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/code/feature_extraction/character_length.py b/code/feature_extraction/character_length.py index 0349bf94..30436141 100644 --- a/code/feature_extraction/character_length.py +++ b/code/feature_extraction/character_length.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Simple feature that counts the number of characters in the given column. - -Created on Wed Sep 29 12:29:25 2021 - -@author: lbechberger """ import numpy as np diff --git a/code/feature_extraction/extract_features.py b/code/feature_extraction/extract_features.py index a3527acf..36763207 100644 --- a/code/feature_extraction/extract_features.py +++ b/code/feature_extraction/extract_features.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Runs the specified collection of feature extractors. - -Created on Wed Sep 29 11:00:24 2021 - -@author: lbechberger """ import argparse, csv, pickle @@ -16,53 +12,58 @@ from code.util import COLUMN_TWEET, COLUMN_LABEL -# setting up CLI -parser = argparse.ArgumentParser(description = "Feature Extraction") -parser.add_argument("input_file", help = "path to the input csv file") -parser.add_argument("output_file", help = "path to the output pickle file") -parser.add_argument("-e", "--export_file", help = "create a pipeline and export to the given location", default = None) -parser.add_argument("-i", "--import_file", help = "import an existing pipeline from the given location", default = None) -parser.add_argument("-c", "--char_length", action = "store_true", help = "compute the number of characters in the tweet") -args = parser.parse_args() +def main(): + # setting up CLI + parser = argparse.ArgumentParser(description = "Feature Extraction") + parser.add_argument("input_file", help = "path to the input csv file") + parser.add_argument("output_file", help = "path to the output pickle file") + parser.add_argument("-e", "--export_file", help = "create a pipeline and export to the given location", default = None) + parser.add_argument("-i", "--import_file", help = "import an existing pipeline from the given location", default = None) + parser.add_argument("-c", "--char_length", action = "store_true", help = "compute the number of characters in the tweet") + args = parser.parse_args() + + # load data + df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + + if args.import_file is not None: + # simply import an exisiting FeatureCollector + with open(args.import_file, "rb") as f_in: + feature_collector = pickle.load(f_in) -# load data -df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + else: # need to create FeatureCollector manually -if args.import_file is not None: - # simply import an exisiting FeatureCollector - with open(args.import_file, "rb") as f_in: - feature_collector = pickle.load(f_in) + # collect all feature extractors + features = [] + if args.char_length: + # character length of original tweet (without any changes) + features.append(CharacterLength(COLUMN_TWEET)) + + # create overall FeatureCollector + feature_collector = FeatureCollector(features) + + # fit it on the given data set (assumed to be training data) + feature_collector.fit(df) -else: # need to create FeatureCollector manually - # collect all feature extractors - features = [] - if args.char_length: - # character length of original tweet (without any changes) - features.append(CharacterLength(COLUMN_TWEET)) - - # create overall FeatureCollector - feature_collector = FeatureCollector(features) - - # fit it on the given data set (assumed to be training data) - feature_collector.fit(df) + # apply the given FeatureCollector on the current data set + # maps the pandas DataFrame to an numpy array + feature_array = feature_collector.transform(df) + # get label array + label_array = np.array(df[COLUMN_LABEL]) + label_array = label_array.reshape(-1, 1) -# apply the given FeatureCollector on the current data set -# maps the pandas DataFrame to an numpy array -feature_array = feature_collector.transform(df) + # store the results + results = {"features": feature_array, "labels": label_array, + "feature_names": feature_collector.get_feature_names()} + with open(args.output_file, 'wb') as f_out: + pickle.dump(results, f_out) -# get label array -label_array = np.array(df[COLUMN_LABEL]) -label_array = label_array.reshape(-1, 1) + # export the FeatureCollector as pickle file if desired by user + if args.export_file is not None: + with open(args.export_file, 'wb') as f_out: + pickle.dump(feature_collector, f_out) -# store the results -results = {"features": feature_array, "labels": label_array, - "feature_names": feature_collector.get_feature_names()} -with open(args.output_file, 'wb') as f_out: - pickle.dump(results, f_out) -# export the FeatureCollector as pickle file if desired by user -if args.export_file is not None: - with open(args.export_file, 'wb') as f_out: - pickle.dump(feature_collector, f_out) \ No newline at end of file +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/code/feature_extraction/feature_collector.py b/code/feature_extraction/feature_collector.py index d2fca494..1cce3826 100644 --- a/code/feature_extraction/feature_collector.py +++ b/code/feature_extraction/feature_collector.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Collects the feature values from many different feature extractors. - -Created on Wed Sep 29 12:36:01 2021 - -@author: lbechberger """ import numpy as np diff --git a/code/feature_extraction/feature_extractor.py b/code/feature_extraction/feature_extractor.py index e8db5d84..4644b852 100644 --- a/code/feature_extraction/feature_extractor.py +++ b/code/feature_extraction/feature_extractor.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Base class for all of our feature extractors. - -Created on Wed Sep 29 12:22:13 2021 - -@author: lbechberger """ from sklearn.base import BaseEstimator, TransformerMixin diff --git a/code/preprocessing/create_labels.py b/code/preprocessing/create_labels.py index 21b1748d..9bab0e13 100644 --- a/code/preprocessing/create_labels.py +++ b/code/preprocessing/create_labels.py @@ -3,43 +3,45 @@ """ Reads in the original csv files and creates labels for the data points. Stores the result as a single pandas DataFrame in a pickle file. - -Created on Tue Sep 28 15:55:44 2021 - -@author: lbechberger """ import os, argparse, csv import pandas as pd from code.util import COLUMN_LIKES, COLUMN_RETWEETS, COLUMN_LABEL -# setting up CLI -parser = argparse.ArgumentParser(description = "Creation of Labels") -parser.add_argument("data_directory", help = "directory where the original csv files reside") -parser.add_argument("output_file", help = "path to the output csv file") -parser.add_argument("-l", '--likes_weight', type = int, help = "weight of likes", default = 1) -parser.add_argument("-r", '--retweet_weight', type = int, help = "weight of retweets", default = 1) -parser.add_argument("-t", '--threshold', type = int, help = "threshold to surpass for positive class", default = 50) -args = parser.parse_args() -# get all csv files in data_directory -file_paths = [args.data_directory + f for f in os.listdir(args.data_directory) if f.endswith(".csv")] +def main(): + # setting up CLI + parser = argparse.ArgumentParser(description = "Creation of Labels") + parser.add_argument("data_directory", help = "directory where the original csv files reside") + parser.add_argument("output_file", help = "path to the output csv file") + parser.add_argument("-l", '--likes_weight', type = int, help = "weight of likes", default = 1) + parser.add_argument("-r", '--retweet_weight', type = int, help = "weight of retweets", default = 1) + parser.add_argument("-t", '--threshold', type = int, help = "threshold to surpass for positive class", default = 50) + args = parser.parse_args() + + # get all csv files in data_directory + file_paths = [args.data_directory + f for f in os.listdir(args.data_directory) if f.endswith(".csv")] + + # load all csv files + dfs = [] + for file_path in file_paths: + dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n")) + + # join all data into a single DataFrame + df = pd.concat(dfs) -# load all csv files -dfs = [] -for file_path in file_paths: - dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n")) + # compute new column "label" based on likes and retweets + df[COLUMN_LABEL] = (args.likes_weight * df[COLUMN_LIKES] + args.retweet_weight * df[COLUMN_RETWEETS]) > args.threshold -# join all data into a single DataFrame -df = pd.concat(dfs) + # print statistics + print("Number of tweets: {0}".format(len(df))) + print("Label distribution:") + print(df[COLUMN_LABEL].value_counts(normalize = True)) -# compute new column "label" based on likes and retweets -df[COLUMN_LABEL] = (args.likes_weight * df[COLUMN_LIKES] + args.retweet_weight * df[COLUMN_RETWEETS]) > args.threshold + # store the DataFrame into a csv file + df.to_csv(args.output_file, index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") -# print statistics -print("Number of tweets: {0}".format(len(df))) -print("Label distribution:") -print(df[COLUMN_LABEL].value_counts(normalize = True)) -# store the DataFrame into a csv file -df.to_csv(args.output_file, index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") \ No newline at end of file +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/code/preprocessing/preprocessor.py b/code/preprocessing/preprocessor.py index a5abd445..6514b99d 100644 --- a/code/preprocessing/preprocessor.py +++ b/code/preprocessing/preprocessor.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Superclass for all preprocessors. - -Created on Tue Sep 28 17:06:35 2021 - -@author: lbechberger """ from sklearn.base import BaseEstimator, TransformerMixin diff --git a/code/preprocessing/punctuation_remover.py b/code/preprocessing/punctuation_remover.py index 0f026b0e..569d3261 100644 --- a/code/preprocessing/punctuation_remover.py +++ b/code/preprocessing/punctuation_remover.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Preprocessor that removes punctuation from the original tweet text. - -Created on Wed Sep 29 09:45:56 2021 - -@author: lbechberger """ import string diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index 6107d7ac..6a92d942 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Runs the specified collection of preprocessing steps - -Created on Tue Sep 28 16:43:18 2021 - -@author: lbechberger """ import argparse, csv, pickle @@ -13,31 +9,37 @@ from sklearn.pipeline import make_pipeline from code.preprocessing.punctuation_remover import PunctuationRemover -# setting up CLI -parser = argparse.ArgumentParser(description = "Various preprocessing steps") -parser.add_argument("input_file", help = "path to the input csv file") -parser.add_argument("output_file", help = "path to the output csv file") -parser.add_argument("-p", "--punctuation", action = "store_true", help = "remove punctuation") -parser.add_argument("-e", "--export_file", help = "create a pipeline and export to the given location", default = None) -args = parser.parse_args() - -# load data -df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") - -# collect all preprocessors -preprocessors = [] -if args.punctuation: - preprocessors.append(PunctuationRemover()) - -# call all preprocessing steps -for preprocessor in preprocessors: - df = preprocessor.fit_transform(df) - -# store the results -df.to_csv(args.output_file, index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") - -# create a pipeline if necessary and store it as pickle file -if args.export_file is not None: - pipeline = make_pipeline(*preprocessors) - with open(args.export_file, 'wb') as f_out: - pickle.dump(pipeline, f_out) \ No newline at end of file + +def main(): + # setting up CLI + parser = argparse.ArgumentParser(description = "Various preprocessing steps") + parser.add_argument("input_file", help = "path to the input csv file") + parser.add_argument("output_file", help = "path to the output csv file") + parser.add_argument("-p", "--punctuation", action = "store_true", help = "remove punctuation") + parser.add_argument("-e", "--export_file", help = "create a pipeline and export to the given location", default = None) + args = parser.parse_args() + + # load data + df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + + # collect all preprocessors + preprocessors = [] + if args.punctuation: + preprocessors.append(PunctuationRemover()) + + # call all preprocessing steps + for preprocessor in preprocessors: + df = preprocessor.fit_transform(df) + + # store the results + df.to_csv(args.output_file, index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") + + # create a pipeline if necessary and store it as pickle file + if args.export_file is not None: + pipeline = make_pipeline(*preprocessors) + with open(args.export_file, 'wb') as f_out: + pickle.dump(pipeline, f_out) + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/code/preprocessing/split_data.py b/code/preprocessing/split_data.py index 57bad668..59a1e7d3 100644 --- a/code/preprocessing/split_data.py +++ b/code/preprocessing/split_data.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Splits the preprocessed data into training, validation, and test set. - -Created on Tue Sep 28 16:45:51 2021 - -@author: lbechberger """ import os, argparse, csv @@ -13,28 +9,34 @@ from sklearn.model_selection import train_test_split from code.util import COLUMN_LABEL -# setting up CLI -parser = argparse.ArgumentParser(description = "Splitting the data set") -parser.add_argument("input_file", help = "path to the input csv file") -parser.add_argument("output_folder", help = "path to the output folder") -parser.add_argument("-s", '--seed', type = int, help = "seed for the random number generator", default = None) -parser.add_argument("-t", '--test_size', type = float, help = "relative size of the test set", default = 0.2) -parser.add_argument("-v", '--validation_size', type = float, help = "relative size of the validation set", default = 0.2) -args = parser.parse_args() -# load the data -df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") +def main(): + # setting up CLI + parser = argparse.ArgumentParser(description = "Splitting the data set") + parser.add_argument("input_file", help = "path to the input csv file") + parser.add_argument("output_folder", help = "path to the output folder") + parser.add_argument("-s", '--seed', type = int, help = "seed for the random number generator", default = None) + parser.add_argument("-t", '--test_size', type = float, help = "relative size of the test set", default = 0.2) + parser.add_argument("-v", '--validation_size', type = float, help = "relative size of the validation set", default = 0.2) + args = parser.parse_args() + + # load the data + df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + + # split into (training & validation) and test set + X, X_test = train_test_split(df, test_size = args.test_size, random_state = args.seed, shuffle = True, stratify = df[COLUMN_LABEL]) + + # split remainder into training and validation + relative_validation_size = args.validation_size / (1 - args.test_size) + X_train, X_val = train_test_split(X, test_size = relative_validation_size, random_state = args.seed, shuffle = True, stratify = X[COLUMN_LABEL]) -# split into (training & validation) and test set -X, X_test = train_test_split(df, test_size = args.test_size, random_state = args.seed, shuffle = True, stratify = df[COLUMN_LABEL]) + # store the three data sets separately + X_train.to_csv(os.path.join(args.output_folder, "training.csv"), index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") + X_val.to_csv(os.path.join(args.output_folder, "validation.csv"), index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") + X_test.to_csv(os.path.join(args.output_folder, "test.csv"), index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") -# split remainder into training and validation -relative_validation_size = args.validation_size / (1 - args.test_size) -X_train, X_val = train_test_split(X, test_size = relative_validation_size, random_state = args.seed, shuffle = True, stratify = X[COLUMN_LABEL]) + print("Training: {0} examples, Validation: {1} examples, Test: {2} examples".format(len(X_train), len(X_val), len(X_test))) -# store the three data sets separately -X_train.to_csv(os.path.join(args.output_folder, "training.csv"), index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") -X_val.to_csv(os.path.join(args.output_folder, "validation.csv"), index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") -X_test.to_csv(os.path.join(args.output_folder, "test.csv"), index = False, quoting = csv.QUOTE_NONNUMERIC, line_terminator = "\n") -print("Training: {0} examples, Validation: {1} examples, Test: {2} examples".format(len(X_train), len(X_val), len(X_test))) \ No newline at end of file +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/code/util.py b/code/util.py index a28561e4..c438d90a 100644 --- a/code/util.py +++ b/code/util.py @@ -2,10 +2,6 @@ # -*- coding: utf-8 -*- """ Utility file for collecting frequently used constants and helper functions. - -Created on Wed Sep 29 10:50:36 2021 - -@author: lbechberger """ # column names for the original data frame From 7b953d6969e6d7d63ba22dc6c653e3e3ee03f815 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Wed, 6 Oct 2021 22:23:20 +0200 Subject: [PATCH 02/41] adds multiple evaluation metrics for classifier also changes invocation via command line arguments --- README.md | 25 ++++-- code/classification.sh | 8 +- code/classification/run_classifier.py | 109 +++++++++++++++++++------- code/pipeline.sh | 4 +- 4 files changed, 102 insertions(+), 44 deletions(-) diff --git a/README.md b/README.md index efea412f..3ca527be 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # Machine Learning in Practice -Source code for the practical Seminar "Machine Learning in Practice", taught at Osnabrück University in the winter term 2021/2022 at the Insitute of Cognitive Science. +Source code for the practical Seminar "Machine Learning in Practice", taught at Osnabr�ck University in the winter term 2021/2022 at the Insitute of Cognitive Science. As data source, we use the "Data Science Tweets 2010-2021" data set (version 3) by Ruchi Bhatia from [Kaggle](https://www.kaggle.com/ruchi798/data-science-tweets). The goal of our example project is to predict which tweets will go viral, i.e., receive many likes and retweets. @@ -119,16 +119,25 @@ The script `run_classifier.py` can be used to train and/or evaluate a given clas ```python -m code.classification.run_classifier path/to/input.pickle``` Here, `input.pickle` is a pickle file of the respective data subset, produced by either `extract_features.py` or `reduce_dimensionality.py`. -By default, this data is used to train a classifier, which is specified by one of the following optional arguments: -- `-m` or `--majority`: Majority vote classifier that always predicts the majority class. -- `-f` or `--frequency`: Dummy classifier that makes predictions based on the label frequency in the training data. +By default, this data is used to train a **classifier**, which is specified by one of the following optional arguments: +- `-c` or `--classifier` followed by either `most_frequent` or `stratified` + - `most_frequent` is a [_DummyClassifier_](https://scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html) which always predicts the most frequently occuring label in the training set. + - `stratified` is a [_DummyClassifier_](https://scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html) that makes predictions based on the label frequency in the training data (respects the training set’s class distribution). -The classifier is then evaluated, using the evaluation metrics as specified through the following optional arguments: -- `-a`or `-accuracy`: Classification accurracy (i.e., percentage of correctly classified examples). -- `-k`or `--kappa`: Cohen's kappa (i.e., adjusting accuracy for probability of random agreement). +**Evaluation metrics** are then used by the classifier. Which metrics are used evaluatioon is specified with the following optional arguments: +- `-m` or `--metrics` followed by another option (default is `none`): +`none`, `all`, + - `accuracy`: Classification accurracy (i.e., percentage of correctly classified examples). + - `kappa`: Cohen's kappa (i.e., adjusting accuracy for probability of random agreement). + - `precision` + - `recall` + - `f1` + - `jaccard` -Moreover, the script support importing and exporting trained classifiers with the following optional arguments: +For more details on the metrics used, see: https://scikit-learn.org/stable/modules/classes.html#classification-metrics + +Moreover, the script support **importing and exporting trained classifiers** with the following optional arguments: - `-i` or `--import_file`: Load a trained classifier from the given pickle file. Ignore all parameters that configure the classifier to use and don't retrain the classifier. - `-e` or `--export_file`: Export the trained classifier into the given pickle file. diff --git a/code/classification.sh b/code/classification.sh index ac20e09e..9fe4c2a7 100755 --- a/code/classification.sh +++ b/code/classification.sh @@ -4,11 +4,11 @@ mkdir -p data/classification/ # run feature extraction on training set (may need to fit extractors) -echo " training set" -python -m code.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle --majority -s 42 --accuracy --kappa +# echo " training set" +python -m code.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --classifier stratified --metrics all # run feature extraction on validation set (with pre-fit extractors) -echo " validation set" -python -m code.classification.run_classifier data/dimensionality_reduction/validation.pickle -i data/classification/classifier.pickle --accuracy --kappa +# echo " validation set" +python -m code.classification.run_classifier data/dimensionality_reduction/validation.pickle -i data/classification/classifier.pickle --metrics all # don't touch the test set, yet, because that would ruin the final generalization experiment! \ No newline at end of file diff --git a/code/classification/run_classifier.py b/code/classification/run_classifier.py index 2426d110..a62ac364 100644 --- a/code/classification/run_classifier.py +++ b/code/classification/run_classifier.py @@ -4,10 +4,19 @@ Train or evaluate a single classifier with its given set of hyperparameters. """ -import argparse, pickle +import argparse, pickle, os +from pathlib import Path +from sys import float_info +from typing import Any, Callable, List, Tuple from sklearn.dummy import DummyClassifier -from sklearn.metrics import accuracy_score, cohen_kappa_score +from sklearn.metrics import accuracy_score, cohen_kappa_score, precision_score, recall_score, f1_score, jaccard_score +METR_ACC = "accuracy" +METR_KAPPA = "kappa" +METR_PREC = "precision" +METR_REC = "recall" +METR_F1 = "f1" +METR_JAC = "jaccard" def main(): # setting up CLI @@ -16,52 +25,92 @@ def main(): parser.add_argument("-s", '--seed', type = int, help = "seed for the random number generator", default = None) parser.add_argument("-e", "--export_file", help = "export the trained classifier to the given location", default = None) parser.add_argument("-i", "--import_file", help = "import a trained classifier from the given location", default = None) - parser.add_argument("-m", "--majority", action = "store_true", help = "majority class classifier") - parser.add_argument("-f", "--frequency", action = "store_true", help = "label frequency classifier") - parser.add_argument("-a", "--accuracy", action = "store_true", help = "evaluate using accuracy") - parser.add_argument("-k", "--kappa", action = "store_true", help = "evaluate using Cohen's kappa") + parser.add_argument("-c", '--classifier', choices=['most_frequent', 'stratified']) + metrics_choices = ['none', 'all', METR_ACC, METR_KAPPA, METR_PREC, METR_REC, METR_F1, METR_JAC] + parser.add_argument("-m", '--metrics', choices=metrics_choices, default='none') args = parser.parse_args() - # load data - with open(args.input_file, 'rb') as f_in: + # load input data + with open(args.input_file, 'rb') as f_in: data = pickle.load(f_in) + # import classifier from file if args.import_file is not None: # import a pre-trained classifier with open(args.import_file, 'rb') as f_in: classifier = pickle.load(f_in) - else: # manually set up a classifier - - if args.majority: - # majority vote classifier - print(" majority vote classifier") + else: + # manually set up a classifier + if args.classifier == "most_frequent": + print(" always most_frequent label (Dummy Classifier)") classifier = DummyClassifier(strategy = "most_frequent", random_state = args.seed) classifier.fit(data["features"], data["labels"]) - elif args.frequency: - # label frequency classifier - print(" label frequency classifier") + + elif args.classifier == "stratified": + print(" stratified DummyClassifier") classifier = DummyClassifier(strategy = "stratified", random_state = args.seed) classifier.fit(data["features"], data["labels"]) + + # export the trained classifier if the user wants us to do so + if args.export_file is not None: + with open(args.export_file, 'wb') as f_out: + pickle.dump(classifier, f_out) + - # now classify the given data prediction = classifier.predict(data["features"]) + + evaluation_metrics = select_metrics_based_on_args(args) + computed_metrics = compute_metrics(evaluation_metrics, data, prediction) + + print_input_file_name(args.input_file) # eg training set + print_formatted_metrics(computed_metrics) # eg Accuracy: 0.908 + + +def print_input_file_name(input_file): + print(" " + Path(input_file).stem + " set"); + + +def select_metrics_based_on_args(args): + evaluation_metrics: List[Tuple[str, Callable[[Any, Any], float] ]] = [] + + if args.metrics == METR_ACC or args.metrics == "all": + evaluation_metrics.append(("Accuracy", accuracy_score)) + + if args.metrics == METR_KAPPA or args.metrics == "all": + evaluation_metrics.append(("Cohen's k.", cohen_kappa_score)) + + if args.metrics == METR_PREC or args.metrics == "all": + evaluation_metrics.append(("Precision", precision_score)) - # collect all evaluation metrics - evaluation_metrics = [] - if args.accuracy: - evaluation_metrics.append(("accuracy", accuracy_score)) - if args.kappa: - evaluation_metrics.append(("Cohen's kappa", cohen_kappa_score)) + if args.metrics == METR_REC or args.metrics == "all": + evaluation_metrics.append(("Recall", recall_score)) + + if args.metrics == METR_F1 or args.metrics == "all": + evaluation_metrics.append(("F1-Score", f1_score)) + + if args.metrics == METR_JAC or args.metrics == "all": + evaluation_metrics.append(("Jaccard", jaccard_score)) + + return evaluation_metrics + + +def compute_metrics(evaluation_metrics, data, prediction): + computed_metrics: List[Tuple[str, float]] = [] - # compute and print them for metric_name, metric in evaluation_metrics: - print(" {0}: {1}".format(metric_name, metric(data["labels"], prediction))) - - # export the trained classifier if the user wants us to do so - if args.export_file is not None: - with open(args.export_file, 'wb') as f_out: - pickle.dump(classifier, f_out) + metric_score = metric(data["labels"], prediction) + computed_metrics.append((metric_name, metric_score)) + + return computed_metrics + + +def print_formatted_metrics(computed_metrics): + for metric_name, metric_score in computed_metrics: + number_of_decimals = 3 + rounded_score = round(metric_score, number_of_decimals) + print(f"\t{metric_name}: {rounded_score}") + if __name__ == "__main__": main() \ No newline at end of file diff --git a/code/pipeline.sh b/code/pipeline.sh index 8cfef559..cfbcb0c6 100755 --- a/code/pipeline.sh +++ b/code/pipeline.sh @@ -1,8 +1,8 @@ #!/bin/bash # overall pipeline for the ML experiments -echo "loading data" -code/load_data.sh +# echo "loading data" +# code/load_data.sh echo "preprocessing" code/preprocessing.sh echo "feature extraction" From 86a9eb1d815f5dd37b2bf993162eb1c92483e027 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Wed, 6 Oct 2021 23:20:50 +0200 Subject: [PATCH 03/41] separates loading of data sets into setup.sh script --- README.md | 9 ++++++--- code/load_nltk_data.sh | 4 ++++ code/pipeline.sh | 2 -- code/preprocessing.sh | 3 --- code/setup.sh | 6 ++++++ 5 files changed, 16 insertions(+), 8 deletions(-) create mode 100644 code/load_nltk_data.sh create mode 100644 code/setup.sh diff --git a/README.md b/README.md index 30fb8da7..78c51e32 100644 --- a/README.md +++ b/README.md @@ -26,10 +26,13 @@ In order to save some space on your local machine, you can run `conda clean -y - The installed libraries are used for machine learning (`scikit-learn`), visualizations (`matplotlib`), NLP (`nltk`), word embeddings (`gensim`), and IDE (`spyder`), and data handling (`pandas`) -## Overall Pipeline +## Setup & Overall Pipeline -The overall pipeline can be executed with the script `code/pipeline.sh`, which executes all of the following shell scripts: -- The script `code/load_data.sh` downloads the raw csv files containing the tweets and their metadata. They are stored in the folder `data/raw/` (which will be created if it does not yet exist). +The shell script `code/setup.sh` needs to be run once before the actual `code/pipeline.sh` script or any other shell scripts can be executed. It downloads necessary data by running the scripts `code/load_data.sh` and `code/load_nltk_data.sh`. +- The former script `code/load_data.sh` downloads the Data Science Tweets as raw csv files containing the tweets and their metadata. They are stored in the folder `data/raw/` (which will be created if it does not yet exist). +- The latter script `code/load_nltk_data.sh` downloads necessary NLTK data sets, corpora and models (see more: https://www.nltk.org/data.html) + +The overall pipeline can be executed with the script `code/pipeline.sh`, which executes all of the following shell scripts except `setup.py`: - The script `code/preprocessing.sh` executes all necessary preprocessing steps, including a creation of labels and splitting the data set. - The script `code/feature_extraction.sh` takes care of feature extraction. - The script `code/dimensionality_reduction.sh` takes care of dimensionality reduction. diff --git a/code/load_nltk_data.sh b/code/load_nltk_data.sh new file mode 100644 index 00000000..60b202a2 --- /dev/null +++ b/code/load_nltk_data.sh @@ -0,0 +1,4 @@ +# install all NLTK models https://www.nltk.org/data.html +echo "installing nltk data sets, corpora and models" +# TODO this could be optimized. Not everything needs to be downloaded +python -m nltk.downloader all \ No newline at end of file diff --git a/code/pipeline.sh b/code/pipeline.sh index cfbcb0c6..13a24fb1 100755 --- a/code/pipeline.sh +++ b/code/pipeline.sh @@ -1,8 +1,6 @@ #!/bin/bash # overall pipeline for the ML experiments -# echo "loading data" -# code/load_data.sh echo "preprocessing" code/preprocessing.sh echo "feature extraction" diff --git a/code/preprocessing.sh b/code/preprocessing.sh index 61f83ea6..89cb14b6 100755 --- a/code/preprocessing.sh +++ b/code/preprocessing.sh @@ -3,9 +3,6 @@ # create directory if not yet existing mkdir -p data/preprocessing/split/ -# install all NLTK models -python -m nltk.downloader all - # add labels echo " creating labels" python -m code.preprocessing.create_labels data/raw/ data/preprocessing/labeled.csv diff --git a/code/setup.sh b/code/setup.sh new file mode 100644 index 00000000..72739b87 --- /dev/null +++ b/code/setup.sh @@ -0,0 +1,6 @@ +echo "loading data" +code/load_data.sh + +echo "loading nltk data" +code/load_nltk_data.sh + From ae3c345e9ac4ccede53af271973c8892eaed3b85 Mon Sep 17 00:00:00 2001 From: paribartan Humagain <49192948+pariyashu@users.noreply.github.com> Date: Thu, 7 Oct 2021 12:27:51 +0200 Subject: [PATCH 04/41] Update util.py --- code/util.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/code/util.py b/code/util.py index 8a075348..a0341838 100644 --- a/code/util.py +++ b/code/util.py @@ -1,7 +1,7 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -Utility file for collecting frequently used constants and helper functions. +Utility file for collecting frequently used constants and helper function. """ # column names for the original data frame @@ -13,4 +13,4 @@ COLUMN_LABEL = "label" COLUMN_PUNCTUATION = "tweet_no_punctuation" -SUFFIX_TOKENIZED = "_tokenized" \ No newline at end of file +SUFFIX_TOKENIZED = "_tokenized" From ee9f4c03188be856fd5a91b5deb8562ed1c5a79e Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Thu, 7 Oct 2021 16:48:29 +0200 Subject: [PATCH 05/41] adds parsing of tokenized tweets example --- code/examples.py | 23 +++++++++++++++++++++-- 1 file changed, 21 insertions(+), 2 deletions(-) diff --git a/code/examples.py b/code/examples.py index e7b0f48d..9c423116 100644 --- a/code/examples.py +++ b/code/examples.py @@ -1,10 +1,29 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -Created on Thu Oct 7 09:20:09 2021 +Some examples for feature extraction +- parsing a double quoted list of strings +- tiny example for exploratory data visualizuation with pandas and matplotlib +- bigrams +- TF-IDF +- WordNet synonyms +- word embeddings from gensim word2vec-google-news-300 model +- one hot encoding of categorical data + - day and night are similar in nature, but on the opposite ends of the array) +""" + -@author: ml """ +string of list of strings to list of strings +""" +import csv +import ast + +df = pd.read_csv("data/preprocessing/preprocessed.csv", quoting=csv.QUOTE_NONNUMERIC, lineterminator="\n") +tokenized_string = df["tweet_tokenized"][0] +tokenized_list = ast.literal_eval(tokenized_string) + + # plotting with pandas import csv From fde08185de66bc7f9f764e4589db06d4c61efd83 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Thu, 7 Oct 2021 16:49:07 +0200 Subject: [PATCH 06/41] adds func to document tests --- code/util.py | 23 +++++++++++++++++++++++ test/preprocessing/tokenizer_test.py | 13 ++++++++----- 2 files changed, 31 insertions(+), 5 deletions(-) diff --git a/code/util.py b/code/util.py index a0341838..31ca9f8c 100644 --- a/code/util.py +++ b/code/util.py @@ -14,3 +14,26 @@ COLUMN_PUNCTUATION = "tweet_no_punctuation" SUFFIX_TOKENIZED = "_tokenized" + + + +def fm(given: str, should: "str"): + """ + Formats the passed given and should as a string across two lines. + Can be used for documenting assertions in tests. + And helps understanding what went wrong in failed tests + + given: a sentence as a string, + should: return a list of words as a string + """ + return _format_message(given, should) + + +def _format_message(given: str, should: "str"): + """ + See docstring of fm function + Other example + given: 'no arguments', + should: 'return 0', + """ + return f"\n given: {given},\n should: {should}" \ No newline at end of file diff --git a/test/preprocessing/tokenizer_test.py b/test/preprocessing/tokenizer_test.py index 1e008029..2abc69a1 100644 --- a/test/preprocessing/tokenizer_test.py +++ b/test/preprocessing/tokenizer_test.py @@ -9,6 +9,7 @@ import unittest import pandas as pd from code.preprocessing.tokenizer import Tokenizer +from code.util import fm class TokenizerTest(unittest.TestCase): @@ -27,15 +28,17 @@ def test_output_column(self): self.assertEqual(self.tokenizer._output_column, self.OUTPUT_COLUMN) def test_tokenization_single_sentence(self): - input_text = "This is an example sentence" - output_text = "['This', 'is', 'an', 'example', 'sentence']" + input_sentence = "This is an example sentence" + expected_output_text = "['This', 'is', 'an', 'example', 'sentence']" input_df = pd.DataFrame() - input_df[self.INPUT_COLUMN] = [input_text] + input_df[self.INPUT_COLUMN] = [input_sentence] tokenized = self.tokenizer.fit_transform(input_df) - self.assertEqual(tokenized[self.OUTPUT_COLUMN][0], output_text) - + + msg = fm("a sentence as a string", "return a list of words as a string") + self.assertEqual(tokenized[self.OUTPUT_COLUMN][0], expected_output_text, msg) + if __name__ == '__main__': unittest.main() \ No newline at end of file From a9ce4de4426ae4a41e172d38568ff2a3a271a51b Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Thu, 7 Oct 2021 16:57:50 +0200 Subject: [PATCH 07/41] moves tests into respective code folder --- {test => code/feature_extraction/test}/__init__.py | 0 .../feature_extraction/test}/bigrams_test.py | 0 {test/feature_extraction => code/preprocessing/test}/__init__.py | 0 .../preprocessing => code/preprocessing/test}/tokenizer_test.py | 0 test/preprocessing/__init__.py | 1 - 5 files changed, 1 deletion(-) rename {test => code/feature_extraction/test}/__init__.py (100%) rename {test/feature_extraction => code/feature_extraction/test}/bigrams_test.py (100%) rename {test/feature_extraction => code/preprocessing/test}/__init__.py (100%) rename {test/preprocessing => code/preprocessing/test}/tokenizer_test.py (100%) delete mode 100644 test/preprocessing/__init__.py diff --git a/test/__init__.py b/code/feature_extraction/test/__init__.py similarity index 100% rename from test/__init__.py rename to code/feature_extraction/test/__init__.py diff --git a/test/feature_extraction/bigrams_test.py b/code/feature_extraction/test/bigrams_test.py similarity index 100% rename from test/feature_extraction/bigrams_test.py rename to code/feature_extraction/test/bigrams_test.py diff --git a/test/feature_extraction/__init__.py b/code/preprocessing/test/__init__.py similarity index 100% rename from test/feature_extraction/__init__.py rename to code/preprocessing/test/__init__.py diff --git a/test/preprocessing/tokenizer_test.py b/code/preprocessing/test/tokenizer_test.py similarity index 100% rename from test/preprocessing/tokenizer_test.py rename to code/preprocessing/test/tokenizer_test.py diff --git a/test/preprocessing/__init__.py b/test/preprocessing/__init__.py deleted file mode 100644 index 4287ca86..00000000 --- a/test/preprocessing/__init__.py +++ /dev/null @@ -1 +0,0 @@ -# \ No newline at end of file From f37740fb9dae12208aaabb8b2281e3b30a7c5d95 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Thu, 7 Oct 2021 16:58:09 +0200 Subject: [PATCH 08/41] adds documentation how to run tests --- README.md | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 64ce57c4..8739649d 100644 --- a/README.md +++ b/README.md @@ -26,12 +26,16 @@ In order to save some space on your local machine, you can run `conda clean -y - The installed libraries are used for machine learning (`scikit-learn`), visualizations (`matplotlib`), NLP (`nltk`), word embeddings (`gensim`), and IDE (`spyder`), and data handling (`pandas`) -## Setup & Overall Pipeline +## Setup & Overall Pipeline & Tests + +### Setup The shell script `code/setup.sh` needs to be run once before the actual `code/pipeline.sh` script or any other shell scripts can be executed. It downloads necessary data by running the scripts `code/load_data.sh` and `code/load_nltk_data.sh`. - The former script `code/load_data.sh` downloads the Data Science Tweets as raw csv files containing the tweets and their metadata. They are stored in the folder `data/raw/` (which will be created if it does not yet exist). - The latter script `code/load_nltk_data.sh` downloads necessary NLTK data sets, corpora and models (see more: https://www.nltk.org/data.html) +### Pipeline + The overall pipeline can be executed with the script `code/pipeline.sh`, which executes all of the following shell scripts except `setup.py`: - The script `code/preprocessing.sh` executes all necessary preprocessing steps, including a creation of labels and splitting the data set. - The script `code/feature_extraction.sh` takes care of feature extraction. @@ -39,6 +43,14 @@ The overall pipeline can be executed with the script `code/pipeline.sh`, which e - The script `code/classification.sh` takes care of training and evaluating a classifier. - The script `code/application.sh` launches the application example. +### Tests + +For running unit tests use the following line of code: + +```shell +python -m unittest discover -s code -p '*_test.py' +``` + ## Preprocessing All python scripts and classes for the preprocessing of the input data can be found in `code/preprocessing/`. From 303ba9213ec36f5ae7c5359226bccd96e8866afc Mon Sep 17 00:00:00 2001 From: ML in Practice Date: Sat, 9 Oct 2021 14:03:29 +0200 Subject: [PATCH 09/41] test connection --- code/preprocessing/preprocessor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/preprocessing/preprocessor.py b/code/preprocessing/preprocessor.py index 6514b99d..fb026a63 100644 --- a/code/preprocessing/preprocessor.py +++ b/code/preprocessing/preprocessor.py @@ -3,7 +3,7 @@ """ Superclass for all preprocessors. """ - +#test pari commit from sklearn.base import BaseEstimator, TransformerMixin # inherits from BaseEstimator (as pretty much everything in sklearn) From 7c873acffe7621b2bd2fcaeb21f3c204c45a7aec Mon Sep 17 00:00:00 2001 From: ML in Practice Date: Sat, 9 Oct 2021 14:05:33 +0200 Subject: [PATCH 10/41] remove unnecessary comment --- code/preprocessing/preprocessor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/preprocessing/preprocessor.py b/code/preprocessing/preprocessor.py index fb026a63..6514b99d 100644 --- a/code/preprocessing/preprocessor.py +++ b/code/preprocessing/preprocessor.py @@ -3,7 +3,7 @@ """ Superclass for all preprocessors. """ -#test pari commit + from sklearn.base import BaseEstimator, TransformerMixin # inherits from BaseEstimator (as pretty much everything in sklearn) From d0cb537b80edb3e761554a98c258676515548bbc Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Sun, 10 Oct 2021 12:00:09 +0200 Subject: [PATCH 11/41] adds counting of mentions & removal of orig. column --- code/preprocessing/run_preprocessing.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index d3d0d907..065daf9a 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -5,6 +5,7 @@ """ import argparse, csv, pickle +from ast import literal_eval import pandas as pd from sklearn.pipeline import make_pipeline from code.preprocessing.punctuation_remover import PunctuationRemover @@ -26,6 +27,26 @@ def main(): # load data df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + df["mentions"] = df["mentions"].apply(literal_eval) + df["mentions_count"] = df["mentions"].str.len() + df = df.drop(columns=["mentions"]) + + drop_cols = [ + "id", "conversation_id", "created_at", "timezone", "user_id", "name", "place", + "replies_count", "retweets_count", "likes_count", + # "cashtag" only few records have this filled. Might be useless + # always the same value for all records + "retweet", "near","geo","source","user_rt_id","user_rt","retweet_id", + "retweet_date","translate","trans_src" + # "trans_dest" for some reason there is a line break in the csv after "trans_dest + # therefore the column cannot be removed without extra effort + ] + + # TODO filter by language + # drop language column + + df = df.drop(columns=drop_cols) + # collect all preprocessors preprocessors = [] if args.punctuation: From 39b1bdce837c46cf5c06642601954da1a2dc18de Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Sun, 10 Oct 2021 12:00:47 +0200 Subject: [PATCH 12/41] minor cleanup --- code/classification/run_classifier.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/code/classification/run_classifier.py b/code/classification/run_classifier.py index a62ac364..d6f69b85 100644 --- a/code/classification/run_classifier.py +++ b/code/classification/run_classifier.py @@ -60,7 +60,7 @@ def main(): prediction = classifier.predict(data["features"]) - evaluation_metrics = select_metrics_based_on_args(args) + evaluation_metrics = select_metrics_based_on_args(args.metrics) computed_metrics = compute_metrics(evaluation_metrics, data, prediction) print_input_file_name(args.input_file) # eg training set @@ -71,25 +71,25 @@ def print_input_file_name(input_file): print(" " + Path(input_file).stem + " set"); -def select_metrics_based_on_args(args): +def select_metrics_based_on_args(metrics: str): evaluation_metrics: List[Tuple[str, Callable[[Any, Any], float] ]] = [] - if args.metrics == METR_ACC or args.metrics == "all": + if metrics == METR_ACC or metrics == "all": evaluation_metrics.append(("Accuracy", accuracy_score)) - if args.metrics == METR_KAPPA or args.metrics == "all": + if metrics == METR_KAPPA or metrics == "all": evaluation_metrics.append(("Cohen's k.", cohen_kappa_score)) - if args.metrics == METR_PREC or args.metrics == "all": + if metrics == METR_PREC or metrics == "all": evaluation_metrics.append(("Precision", precision_score)) - if args.metrics == METR_REC or args.metrics == "all": + if metrics == METR_REC or metrics == "all": evaluation_metrics.append(("Recall", recall_score)) - if args.metrics == METR_F1 or args.metrics == "all": + if metrics == METR_F1 or metrics == "all": evaluation_metrics.append(("F1-Score", f1_score)) - if args.metrics == METR_JAC or args.metrics == "all": + if metrics == METR_JAC or metrics == "all": evaluation_metrics.append(("Jaccard", jaccard_score)) return evaluation_metrics From 8988ef63bd5010530170daec680e7b9ae13ca0bc Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Sun, 10 Oct 2021 12:23:08 +0200 Subject: [PATCH 13/41] adds MentionsCounter Preprocessor --- code/preprocessing/preprocessors/__init__.py | 1 + .../preprocessors/mentions_counter.py | 23 +++++++++++++++++++ code/preprocessing/run_preprocessing.py | 11 ++++----- code/util.py | 2 ++ 4 files changed, 31 insertions(+), 6 deletions(-) create mode 100644 code/preprocessing/preprocessors/__init__.py create mode 100644 code/preprocessing/preprocessors/mentions_counter.py diff --git a/code/preprocessing/preprocessors/__init__.py b/code/preprocessing/preprocessors/__init__.py new file mode 100644 index 00000000..4287ca86 --- /dev/null +++ b/code/preprocessing/preprocessors/__init__.py @@ -0,0 +1 @@ +# \ No newline at end of file diff --git a/code/preprocessing/preprocessors/mentions_counter.py b/code/preprocessing/preprocessors/mentions_counter.py new file mode 100644 index 00000000..fb6147e2 --- /dev/null +++ b/code/preprocessing/preprocessors/mentions_counter.py @@ -0,0 +1,23 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Preprocessor that counts the amount of mentions +mentions array column -> length of array column +""" + +from ast import literal_eval +from code.preprocessing.preprocessor import Preprocessor +from code.util import COLUMN_MENTIONS, COLUMN_MENTIONS_COUNT + +class MentionsCounter(Preprocessor): + + # constructor + def __init__(self): + # input column "tweet", new output column + super().__init__([COLUMN_MENTIONS], COLUMN_MENTIONS_COUNT) + + # get preprocessed column based on data frame and internal variables + def _get_values(self, inputs): + # parses array string as array, then counts length of array + column = inputs[0].apply(literal_eval).str.len() + return column \ No newline at end of file diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index 065daf9a..90a498d9 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -5,12 +5,12 @@ """ import argparse, csv, pickle -from ast import literal_eval import pandas as pd from sklearn.pipeline import make_pipeline +from code.preprocessing.preprocessors.mentions_counter import MentionsCounter from code.preprocessing.punctuation_remover import PunctuationRemover from code.preprocessing.tokenizer import Tokenizer -from code.util import COLUMN_TWEET, SUFFIX_TOKENIZED +from code.util import COLUMN_MENTIONS, COLUMN_TWEET, SUFFIX_TOKENIZED def main(): @@ -27,11 +27,9 @@ def main(): # load data df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") - df["mentions"] = df["mentions"].apply(literal_eval) - df["mentions_count"] = df["mentions"].str.len() - df = df.drop(columns=["mentions"]) - + # TODO create a preprocessor for the dropping of columns drop_cols = [ + # TODO remove COLUMN_MENTIONS as the last preprocessing step, "id", "conversation_id", "created_at", "timezone", "user_id", "name", "place", "replies_count", "retweets_count", "likes_count", # "cashtag" only few records have this filled. Might be useless @@ -49,6 +47,7 @@ def main(): # collect all preprocessors preprocessors = [] + preprocessors.append(MentionsCounter()) if args.punctuation: preprocessors.append(PunctuationRemover()) if args.tokenize: diff --git a/code/util.py b/code/util.py index 31ca9f8c..4597f6c7 100644 --- a/code/util.py +++ b/code/util.py @@ -6,6 +6,8 @@ # column names for the original data frame COLUMN_TWEET = "tweet" +COLUMN_MENTIONS = "mentions" +COLUMN_MENTIONS_COUNT = "mentions_count" COLUMN_LIKES = "likes_count" COLUMN_RETWEETS = "retweets_count" From 8e92246fbf4ea8c3ccd003af2999bbea40556a03 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Sun, 10 Oct 2021 12:00:47 +0200 Subject: [PATCH 14/41] minor cleanup --- code/classification/run_classifier.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/code/classification/run_classifier.py b/code/classification/run_classifier.py index a62ac364..d6f69b85 100644 --- a/code/classification/run_classifier.py +++ b/code/classification/run_classifier.py @@ -60,7 +60,7 @@ def main(): prediction = classifier.predict(data["features"]) - evaluation_metrics = select_metrics_based_on_args(args) + evaluation_metrics = select_metrics_based_on_args(args.metrics) computed_metrics = compute_metrics(evaluation_metrics, data, prediction) print_input_file_name(args.input_file) # eg training set @@ -71,25 +71,25 @@ def print_input_file_name(input_file): print(" " + Path(input_file).stem + " set"); -def select_metrics_based_on_args(args): +def select_metrics_based_on_args(metrics: str): evaluation_metrics: List[Tuple[str, Callable[[Any, Any], float] ]] = [] - if args.metrics == METR_ACC or args.metrics == "all": + if metrics == METR_ACC or metrics == "all": evaluation_metrics.append(("Accuracy", accuracy_score)) - if args.metrics == METR_KAPPA or args.metrics == "all": + if metrics == METR_KAPPA or metrics == "all": evaluation_metrics.append(("Cohen's k.", cohen_kappa_score)) - if args.metrics == METR_PREC or args.metrics == "all": + if metrics == METR_PREC or metrics == "all": evaluation_metrics.append(("Precision", precision_score)) - if args.metrics == METR_REC or args.metrics == "all": + if metrics == METR_REC or metrics == "all": evaluation_metrics.append(("Recall", recall_score)) - if args.metrics == METR_F1 or args.metrics == "all": + if metrics == METR_F1 or metrics == "all": evaluation_metrics.append(("F1-Score", f1_score)) - if args.metrics == METR_JAC or args.metrics == "all": + if metrics == METR_JAC or metrics == "all": evaluation_metrics.append(("Jaccard", jaccard_score)) return evaluation_metrics From cf0c3402fbe9b6567e6295c50d0180ce883a409c Mon Sep 17 00:00:00 2001 From: ML in Practice Date: Sat, 9 Oct 2021 14:03:29 +0200 Subject: [PATCH 15/41] test connection --- code/preprocessing/preprocessor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/preprocessing/preprocessor.py b/code/preprocessing/preprocessor.py index 6514b99d..fb026a63 100644 --- a/code/preprocessing/preprocessor.py +++ b/code/preprocessing/preprocessor.py @@ -3,7 +3,7 @@ """ Superclass for all preprocessors. """ - +#test pari commit from sklearn.base import BaseEstimator, TransformerMixin # inherits from BaseEstimator (as pretty much everything in sklearn) From ca148dfddf4bdb3dc9fe591c47113191b0211c41 Mon Sep 17 00:00:00 2001 From: ML in Practice Date: Sat, 9 Oct 2021 14:05:33 +0200 Subject: [PATCH 16/41] remove unnecessary comment --- code/preprocessing/preprocessor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/preprocessing/preprocessor.py b/code/preprocessing/preprocessor.py index fb026a63..6514b99d 100644 --- a/code/preprocessing/preprocessor.py +++ b/code/preprocessing/preprocessor.py @@ -3,7 +3,7 @@ """ Superclass for all preprocessors. """ -#test pari commit + from sklearn.base import BaseEstimator, TransformerMixin # inherits from BaseEstimator (as pretty much everything in sklearn) From 8777d37b0861861b7e88a0429c46094e8cf99425 Mon Sep 17 00:00:00 2001 From: ML in Practice Date: Sun, 10 Oct 2021 15:27:50 +0200 Subject: [PATCH 17/41] filter language --- code/preprocessing/run_preprocessing.py | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index 90a498d9..3b1bd44a 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -25,26 +25,23 @@ def main(): args = parser.parse_args() # load data - df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") - + df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n",converters={'mentions': eval,'photos':eval,'urls':eval}) + #filter by language + df= df[df.language == 'en'] + # drop unnecessaryy cloumn including language column # TODO create a preprocessor for the dropping of columns drop_cols = [ # TODO remove COLUMN_MENTIONS as the last preprocessing step, "id", "conversation_id", "created_at", "timezone", "user_id", "name", "place", - "replies_count", "retweets_count", "likes_count", + "replies_count", "retweets_count", "likes_count","language", # "cashtag" only few records have this filled. Might be useless # always the same value for all records "retweet", "near","geo","source","user_rt_id","user_rt","retweet_id", - "retweet_date","translate","trans_src" - # "trans_dest" for some reason there is a line break in the csv after "trans_dest - # therefore the column cannot be removed without extra effort - ] + "retweet_date","translate","trans_src",'trans_dest\r'] - # TODO filter by language - # drop language column df = df.drop(columns=drop_cols) - + # collect all preprocessors preprocessors = [] preprocessors.append(MentionsCounter()) From 240dc9a4493056ef6e9bb14963b4046ff96d0d0f Mon Sep 17 00:00:00 2001 From: ML in Practice Date: Sun, 10 Oct 2021 15:30:10 +0200 Subject: [PATCH 18/41] drop columns inc eng --- code/preprocessing/run_preprocessing.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index 3b1bd44a..52f33dd3 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -28,7 +28,7 @@ def main(): df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n",converters={'mentions': eval,'photos':eval,'urls':eval}) #filter by language df= df[df.language == 'en'] - # drop unnecessaryy cloumn including language column + # drop unnecessaryy cloumns including language column # TODO create a preprocessor for the dropping of columns drop_cols = [ # TODO remove COLUMN_MENTIONS as the last preprocessing step, From 9ea4c4e883111104071c21cc5ce48c8dcd9c15d2 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 12 Oct 2021 17:11:54 +0200 Subject: [PATCH 19/41] implements column remover as proper preprocessor --- code/preprocessing.sh | 2 +- .../preprocessors/column_dropper.py | 20 +++++++++++++ .../preprocessors/mentions_counter.py | 3 +- .../preprocessors/non_english_remover.py | 13 +++++++++ code/preprocessing/run_preprocessing.py | 29 ++++++++++--------- 5 files changed, 50 insertions(+), 17 deletions(-) create mode 100644 code/preprocessing/preprocessors/column_dropper.py create mode 100644 code/preprocessing/preprocessors/non_english_remover.py diff --git a/code/preprocessing.sh b/code/preprocessing.sh index 89cb14b6..bee6cf78 100755 --- a/code/preprocessing.sh +++ b/code/preprocessing.sh @@ -9,7 +9,7 @@ python -m code.preprocessing.create_labels data/raw/ data/preprocessing/labeled. # other preprocessing (removing punctuation etc.) echo " general preprocessing" -python -m code.preprocessing.run_preprocessing data/preprocessing/labeled.csv data/preprocessing/preprocessed.csv --punctuation --tokenize -e data/preprocessing/pipeline.pickle +python -m code.preprocessing.run_preprocessing data/preprocessing/labeled.csv data/preprocessing/preprocessed.csv --punctuation --tokenize --other -e data/preprocessing/pipeline.pickle # split the data set echo " splitting the data set" diff --git a/code/preprocessing/preprocessors/column_dropper.py b/code/preprocessing/preprocessors/column_dropper.py new file mode 100644 index 00000000..abd9280f --- /dev/null +++ b/code/preprocessing/preprocessors/column_dropper.py @@ -0,0 +1,20 @@ +import pandas as pd +from sklearn.base import BaseEstimator, TransformerMixin + +class ColumnDropper(BaseEstimator, TransformerMixin): + + def __init__(self, cols): + + if not isinstance(cols, list): + self.cols = [cols] + else: + self.cols = cols + + def fit(self, df): + # there is nothing to fit + return self + + def transform(self, X_df: pd.DataFrame): + df = X_df.drop(columns=self.cols) + return df + diff --git a/code/preprocessing/preprocessors/mentions_counter.py b/code/preprocessing/preprocessors/mentions_counter.py index fb6147e2..2456992b 100644 --- a/code/preprocessing/preprocessors/mentions_counter.py +++ b/code/preprocessing/preprocessors/mentions_counter.py @@ -18,6 +18,5 @@ def __init__(self): # get preprocessed column based on data frame and internal variables def _get_values(self, inputs): - # parses array string as array, then counts length of array - column = inputs[0].apply(literal_eval).str.len() + column = inputs[0].str.len() return column \ No newline at end of file diff --git a/code/preprocessing/preprocessors/non_english_remover.py b/code/preprocessing/preprocessors/non_english_remover.py new file mode 100644 index 00000000..5309deaf --- /dev/null +++ b/code/preprocessing/preprocessors/non_english_remover.py @@ -0,0 +1,13 @@ +import pandas as pd +from sklearn.base import BaseEstimator, TransformerMixin + +class NonEnglishRemover(BaseEstimator, TransformerMixin): + + def fit(self, df): + # there is nothing to fit + return self + + def transform(self, X_df: pd.DataFrame): + df = X_df[X_df.language == 'en'] + return df + diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index 52f33dd3..8d7b2747 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -7,7 +7,9 @@ import argparse, csv, pickle import pandas as pd from sklearn.pipeline import make_pipeline +from code.preprocessing.preprocessors.column_dropper import ColumnDropper from code.preprocessing.preprocessors.mentions_counter import MentionsCounter +from code.preprocessing.preprocessors.non_english_remover import NonEnglishRemover from code.preprocessing.punctuation_remover import PunctuationRemover from code.preprocessing.tokenizer import Tokenizer from code.util import COLUMN_MENTIONS, COLUMN_TWEET, SUFFIX_TOKENIZED @@ -20,6 +22,7 @@ def main(): parser.add_argument("output_file", help = "path to the output csv file") parser.add_argument("-p", "--punctuation", action = "store_true", help = "remove punctuation") parser.add_argument("-t", "--tokenize", action = "store_true", help = "tokenize given column into individual words") + parser.add_argument("-o", "--other", action = "store_true", help = "remove non-english tweets and unnecessary columns") parser.add_argument("--tokenize_input", help = "input column to tokenize", default = COLUMN_TWEET) parser.add_argument("-e", "--export_file", help = "create a pipeline and export to the given location", default = None) args = parser.parse_args() @@ -27,21 +30,7 @@ def main(): # load data df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n",converters={'mentions': eval,'photos':eval,'urls':eval}) #filter by language - df= df[df.language == 'en'] - # drop unnecessaryy cloumns including language column - # TODO create a preprocessor for the dropping of columns - drop_cols = [ - # TODO remove COLUMN_MENTIONS as the last preprocessing step, - "id", "conversation_id", "created_at", "timezone", "user_id", "name", "place", - "replies_count", "retweets_count", "likes_count","language", - # "cashtag" only few records have this filled. Might be useless - # always the same value for all records - "retweet", "near","geo","source","user_rt_id","user_rt","retweet_id", - "retweet_date","translate","trans_src",'trans_dest\r'] - - df = df.drop(columns=drop_cols) - # collect all preprocessors preprocessors = [] preprocessors.append(MentionsCounter()) @@ -49,6 +38,18 @@ def main(): preprocessors.append(PunctuationRemover()) if args.tokenize: preprocessors.append(Tokenizer(args.tokenize_input, args.tokenize_input + SUFFIX_TOKENIZED)) + if args.other: + DROP_COLS = [ + COLUMN_MENTIONS, + "id", "conversation_id", "created_at", "timezone", "user_id", "name", "place", + "replies_count", "retweets_count", "likes_count", "language", + # "cashtag" only few records have this filled. Might be useless + # always the same value for all records + "retweet", "near", "geo", "source", "user_rt_id", "user_rt", "retweet_id", + "retweet_date", "translate", "trans_src", 'trans_dest\r'] + + preprocessors.append(NonEnglishRemover()) + preprocessors.append(ColumnDropper(DROP_COLS)) # call all preprocessing steps for preprocessor in preprocessors: From 62b0de2212d2b1497683ddd1c9f0b1ff86ab6f3c Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Wed, 13 Oct 2021 16:29:10 +0200 Subject: [PATCH 20/41] gets rid of warning by specifying dtypes while reading csv --- code/feature_extraction/feature_collector.py | 2 +- code/preprocessing/create_labels.py | 2 +- code/preprocessing/run_preprocessing.py | 9 +++++++-- code/preprocessing/split_data.py | 2 +- 4 files changed, 10 insertions(+), 5 deletions(-) diff --git a/code/feature_extraction/feature_collector.py b/code/feature_extraction/feature_collector.py index 1cce3826..e451fb0e 100644 --- a/code/feature_extraction/feature_collector.py +++ b/code/feature_extraction/feature_collector.py @@ -22,7 +22,7 @@ def __init__(self, features): input_columns += feature.get_input_columns() # remove duplicate columns - input_colums = list(set(input_columns)) + input_columns = list(set(input_columns)) # call constructor of super class super().__init__(input_columns, "FeatureCollector") diff --git a/code/preprocessing/create_labels.py b/code/preprocessing/create_labels.py index 9bab0e13..9eae44c6 100644 --- a/code/preprocessing/create_labels.py +++ b/code/preprocessing/create_labels.py @@ -26,7 +26,7 @@ def main(): # load all csv files dfs = [] for file_path in file_paths: - dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n")) + dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n", dtype={"quote_url": str, "place": str, "tweet": str, "language": str})) # join all data into a single DataFrame df = pd.concat(dfs) diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index 8d7b2747..b19b9881 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -5,6 +5,7 @@ """ import argparse, csv, pickle +from numpy.core.numeric import NaN import pandas as pd from sklearn.pipeline import make_pipeline from code.preprocessing.preprocessors.column_dropper import ColumnDropper @@ -28,8 +29,12 @@ def main(): args = parser.parse_args() # load data - df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n",converters={'mentions': eval,'photos':eval,'urls':eval}) - #filter by language + df = pd.read_csv(args.input_file, + quoting=csv.QUOTE_NONNUMERIC, + lineterminator="\n", + verbose=False, + dtype={"quote_url": object, "place": object, "tweet": object, "language": object, "thumbnail": object}, + converters={'mentions': eval, 'photos': eval, 'urls': eval}) # collect all preprocessors preprocessors = [] diff --git a/code/preprocessing/split_data.py b/code/preprocessing/split_data.py index 59a1e7d3..bf1fd0d7 100644 --- a/code/preprocessing/split_data.py +++ b/code/preprocessing/split_data.py @@ -21,7 +21,7 @@ def main(): args = parser.parse_args() # load the data - df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n", dtype={"quote_url": object, "tweet": object, "thumbnail": object},) # split into (training & validation) and test set X, X_test = train_test_split(df, test_size = args.test_size, random_state = args.seed, shuffle = True, stratify = df[COLUMN_LABEL]) From 6e19a6df51a7c83f3eca354238957625547135d1 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Wed, 13 Oct 2021 16:29:10 +0200 Subject: [PATCH 21/41] gets rid of warning by specifying dtypes while reading csv --- code/feature_extraction/feature_collector.py | 2 +- code/feature_extraction/feature_extractor.py | 4 ++-- code/preprocessing/create_labels.py | 2 +- code/preprocessing/run_preprocessing.py | 9 +++++++-- code/preprocessing/split_data.py | 2 +- 5 files changed, 12 insertions(+), 7 deletions(-) diff --git a/code/feature_extraction/feature_collector.py b/code/feature_extraction/feature_collector.py index 1cce3826..e451fb0e 100644 --- a/code/feature_extraction/feature_collector.py +++ b/code/feature_extraction/feature_collector.py @@ -22,7 +22,7 @@ def __init__(self, features): input_columns += feature.get_input_columns() # remove duplicate columns - input_colums = list(set(input_columns)) + input_columns = list(set(input_columns)) # call constructor of super class super().__init__(input_columns, "FeatureCollector") diff --git a/code/feature_extraction/feature_extractor.py b/code/feature_extraction/feature_extractor.py index 4644b852..c2302d57 100644 --- a/code/feature_extraction/feature_extractor.py +++ b/code/feature_extraction/feature_extractor.py @@ -3,7 +3,7 @@ """ Base class for all of our feature extractors. """ - +import numpy as np from sklearn.base import BaseEstimator, TransformerMixin # base class for all feature extractors @@ -49,7 +49,7 @@ def fit(self, df): # get feature values based on input column and internal variables # should return a numpy array # to be implemented by subclass! - def _get_values(self, inputs): + def _get_values(self, inputs) -> np.ndarray: pass # transform function: transforms pandas DataFrame to numpy array of feature values diff --git a/code/preprocessing/create_labels.py b/code/preprocessing/create_labels.py index 9bab0e13..9eae44c6 100644 --- a/code/preprocessing/create_labels.py +++ b/code/preprocessing/create_labels.py @@ -26,7 +26,7 @@ def main(): # load all csv files dfs = [] for file_path in file_paths: - dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n")) + dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n", dtype={"quote_url": str, "place": str, "tweet": str, "language": str})) # join all data into a single DataFrame df = pd.concat(dfs) diff --git a/code/preprocessing/run_preprocessing.py b/code/preprocessing/run_preprocessing.py index 8d7b2747..b19b9881 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/code/preprocessing/run_preprocessing.py @@ -5,6 +5,7 @@ """ import argparse, csv, pickle +from numpy.core.numeric import NaN import pandas as pd from sklearn.pipeline import make_pipeline from code.preprocessing.preprocessors.column_dropper import ColumnDropper @@ -28,8 +29,12 @@ def main(): args = parser.parse_args() # load data - df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n",converters={'mentions': eval,'photos':eval,'urls':eval}) - #filter by language + df = pd.read_csv(args.input_file, + quoting=csv.QUOTE_NONNUMERIC, + lineterminator="\n", + verbose=False, + dtype={"quote_url": object, "place": object, "tweet": object, "language": object, "thumbnail": object}, + converters={'mentions': eval, 'photos': eval, 'urls': eval}) # collect all preprocessors preprocessors = [] diff --git a/code/preprocessing/split_data.py b/code/preprocessing/split_data.py index 59a1e7d3..bf1fd0d7 100644 --- a/code/preprocessing/split_data.py +++ b/code/preprocessing/split_data.py @@ -21,7 +21,7 @@ def main(): args = parser.parse_args() # load the data - df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + df = pd.read_csv(args.input_file, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n", dtype={"quote_url": object, "tweet": object, "thumbnail": object},) # split into (training & validation) and test set X, X_test = train_test_split(df, test_size = args.test_size, random_state = args.seed, shuffle = True, stratify = df[COLUMN_LABEL]) From 6fdf8471d101b5a63e0dee267890ef0343e38122 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 19 Oct 2021 18:44:15 +0200 Subject: [PATCH 22/41] renames folder code -> src --- code/application.sh | 5 ---- code/dimensionality_reduction.sh | 14 ---------- code/feature_extraction.sh | 14 ---------- code/preprocessing.sh | 16 ------------ {code => src}/__init__.py | 0 src/application.sh | 5 ++++ {code => src}/application/__init__.py | 0 {code => src}/application/application.py | 2 +- {code => src}/classification.sh | 4 +-- {code => src}/classification/__init__.py | 0 .../classification/run_classifier.py | 0 src/dimensionality_reduction.sh | 14 ++++++++++ .../dimensionality_reduction/__init__.py | 0 .../reduce_dimensionality.py | 0 {code => src}/examples.py | 0 src/feature_extraction.sh | 14 ++++++++++ {code => src}/feature_extraction/__init__.py | 0 {code => src}/feature_extraction/bigrams.py | 2 +- .../feature_extraction/character_length.py | 2 +- src/feature_extraction/counter_fe.py | 26 +++++++++++++++++++ .../feature_extraction/extract_features.py | 9 ++++--- .../feature_extraction/feature_collector.py | 2 +- .../feature_extraction/feature_extractor.py | 0 .../feature_extraction/test/__init__.py | 0 .../feature_extraction/test/bigrams_test.py | 6 ++--- {code => src}/load_data.sh | 0 {code => src}/load_nltk_data.sh | 0 {code => src}/pipeline.sh | 8 +++--- src/preprocessing.sh | 16 ++++++++++++ {code => src}/preprocessing/__init__.py | 0 {code => src}/preprocessing/create_labels.py | 4 +-- {code => src}/preprocessing/preprocessor.py | 0 .../preprocessing/preprocessors/__init__.py | 0 .../preprocessors/column_dropper.py | 0 .../preprocessors/mentions_counter.py | 4 +-- .../preprocessors/non_english_remover.py | 0 .../preprocessing/punctuation_remover.py | 4 +-- .../preprocessing/run_preprocessing.py | 16 ++++++------ {code => src}/preprocessing/split_data.py | 2 +- {code => src}/preprocessing/test/__init__.py | 0 .../preprocessing/test/tokenizer_test.py | 4 +-- {code => src}/preprocessing/tokenizer.py | 2 +- {code => src}/setup.sh | 0 {code => src}/util.py | 1 + 44 files changed, 112 insertions(+), 84 deletions(-) delete mode 100755 code/application.sh delete mode 100755 code/dimensionality_reduction.sh delete mode 100755 code/feature_extraction.sh delete mode 100755 code/preprocessing.sh rename {code => src}/__init__.py (100%) create mode 100755 src/application.sh rename {code => src}/application/__init__.py (100%) rename {code => src}/application/application.py (98%) rename {code => src}/classification.sh (53%) rename {code => src}/classification/__init__.py (100%) rename {code => src}/classification/run_classifier.py (100%) create mode 100755 src/dimensionality_reduction.sh rename {code => src}/dimensionality_reduction/__init__.py (100%) rename {code => src}/dimensionality_reduction/reduce_dimensionality.py (100%) rename {code => src}/examples.py (100%) create mode 100755 src/feature_extraction.sh rename {code => src}/feature_extraction/__init__.py (100%) rename {code => src}/feature_extraction/bigrams.py (88%) rename {code => src}/feature_extraction/character_length.py (90%) create mode 100644 src/feature_extraction/counter_fe.py rename {code => src}/feature_extraction/extract_features.py (86%) rename {code => src}/feature_extraction/feature_collector.py (95%) rename {code => src}/feature_extraction/feature_extractor.py (100%) rename {code => src}/feature_extraction/test/__init__.py (100%) rename {code => src}/feature_extraction/test/bigrams_test.py (92%) rename {code => src}/load_data.sh (100%) rename {code => src}/load_nltk_data.sh (100%) rename {code => src}/pipeline.sh (60%) create mode 100755 src/preprocessing.sh rename {code => src}/preprocessing/__init__.py (100%) rename {code => src}/preprocessing/create_labels.py (95%) rename {code => src}/preprocessing/preprocessor.py (100%) rename {code => src}/preprocessing/preprocessors/__init__.py (100%) rename {code => src}/preprocessing/preprocessors/column_dropper.py (100%) rename {code => src}/preprocessing/preprocessors/mentions_counter.py (82%) rename {code => src}/preprocessing/preprocessors/non_english_remover.py (100%) rename {code => src}/preprocessing/punctuation_remover.py (88%) rename {code => src}/preprocessing/run_preprocessing.py (85%) rename {code => src}/preprocessing/split_data.py (98%) rename {code => src}/preprocessing/test/__init__.py (100%) rename {code => src}/preprocessing/test/tokenizer_test.py (94%) rename {code => src}/preprocessing/tokenizer.py (94%) rename {code => src}/setup.sh (100%) rename {code => src}/util.py (97%) diff --git a/code/application.sh b/code/application.sh deleted file mode 100755 index da31860e..00000000 --- a/code/application.sh +++ /dev/null @@ -1,5 +0,0 @@ -#!/bin/bash - -# execute the application with all necessary pickle files -echo "Starting the application..." -python -m code.application.application data/preprocessing/pipeline.pickle data/feature_extraction/pipeline.pickle data/dimensionality_reduction/pipeline.pickle data/classification/classifier.pickle \ No newline at end of file diff --git a/code/dimensionality_reduction.sh b/code/dimensionality_reduction.sh deleted file mode 100755 index b82230b5..00000000 --- a/code/dimensionality_reduction.sh +++ /dev/null @@ -1,14 +0,0 @@ -#!/bin/bash - -# create directory if not yet existing -mkdir -p data/dimensionality_reduction/ - -# run dimensionality reduction on training set to fit the parameters -echo " training set" -python -m code.dimensionality_reduction.reduce_dimensionality data/feature_extraction/training.pickle data/dimensionality_reduction/training.pickle -e data/dimensionality_reduction/pipeline.pickle -m 1 --verbose - -# run feature extraction on validation set and test set (with pre-fit parameters) -echo " validation set" -python -m code.dimensionality_reduction.reduce_dimensionality data/feature_extraction/validation.pickle data/dimensionality_reduction/validation.pickle -i data/dimensionality_reduction/pipeline.pickle -echo " test set" -python -m code.dimensionality_reduction.reduce_dimensionality data/feature_extraction/test.pickle data/dimensionality_reduction/test.pickle -i data/dimensionality_reduction/pipeline.pickle diff --git a/code/feature_extraction.sh b/code/feature_extraction.sh deleted file mode 100755 index f494f835..00000000 --- a/code/feature_extraction.sh +++ /dev/null @@ -1,14 +0,0 @@ -#!/bin/bash - -# create directory if not yet existing -mkdir -p data/feature_extraction/ - -# run feature extraction on training set (may need to fit extractors) -echo " training set" -python -m code.feature_extraction.extract_features data/preprocessing/split/training.csv data/feature_extraction/training.pickle -e data/feature_extraction/pipeline.pickle --char_length - -# run feature extraction on validation set and test set (with pre-fit extractors) -echo " validation set" -python -m code.feature_extraction.extract_features data/preprocessing/split/validation.csv data/feature_extraction/validation.pickle -i data/feature_extraction/pipeline.pickle -echo " test set" -python -m code.feature_extraction.extract_features data/preprocessing/split/test.csv data/feature_extraction/test.pickle -i data/feature_extraction/pipeline.pickle \ No newline at end of file diff --git a/code/preprocessing.sh b/code/preprocessing.sh deleted file mode 100755 index bee6cf78..00000000 --- a/code/preprocessing.sh +++ /dev/null @@ -1,16 +0,0 @@ -#!/bin/bash - -# create directory if not yet existing -mkdir -p data/preprocessing/split/ - -# add labels -echo " creating labels" -python -m code.preprocessing.create_labels data/raw/ data/preprocessing/labeled.csv - -# other preprocessing (removing punctuation etc.) -echo " general preprocessing" -python -m code.preprocessing.run_preprocessing data/preprocessing/labeled.csv data/preprocessing/preprocessed.csv --punctuation --tokenize --other -e data/preprocessing/pipeline.pickle - -# split the data set -echo " splitting the data set" -python -m code.preprocessing.split_data data/preprocessing/preprocessed.csv data/preprocessing/split/ -s 42 \ No newline at end of file diff --git a/code/__init__.py b/src/__init__.py similarity index 100% rename from code/__init__.py rename to src/__init__.py diff --git a/src/application.sh b/src/application.sh new file mode 100755 index 00000000..789a114a --- /dev/null +++ b/src/application.sh @@ -0,0 +1,5 @@ +#!/bin/bash + +# execute the application with all necessary pickle files +echo "Starting the application..." +python -m src.application.application data/preprocessing/pipeline.pickle data/feature_extraction/pipeline.pickle data/dimensionality_reduction/pipeline.pickle data/classification/classifier.pickle \ No newline at end of file diff --git a/code/application/__init__.py b/src/application/__init__.py similarity index 100% rename from code/application/__init__.py rename to src/application/__init__.py diff --git a/code/application/application.py b/src/application/application.py similarity index 98% rename from code/application/application.py rename to src/application/application.py index d2d0f2f0..c57657d7 100644 --- a/code/application/application.py +++ b/src/application/application.py @@ -7,7 +7,7 @@ import argparse, pickle import pandas as pd from sklearn.pipeline import make_pipeline -from code.util import COLUMN_TWEET +from src.util import COLUMN_TWEET def main(): # setting up CLI diff --git a/code/classification.sh b/src/classification.sh similarity index 53% rename from code/classification.sh rename to src/classification.sh index 9fe4c2a7..bef536a0 100755 --- a/code/classification.sh +++ b/src/classification.sh @@ -5,10 +5,10 @@ mkdir -p data/classification/ # run feature extraction on training set (may need to fit extractors) # echo " training set" -python -m code.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --classifier stratified --metrics all +python -m src.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --classifier stratified --metrics all # run feature extraction on validation set (with pre-fit extractors) # echo " validation set" -python -m code.classification.run_classifier data/dimensionality_reduction/validation.pickle -i data/classification/classifier.pickle --metrics all +python -m src.classification.run_classifier data/dimensionality_reduction/validation.pickle -i data/classification/classifier.pickle --metrics all # don't touch the test set, yet, because that would ruin the final generalization experiment! \ No newline at end of file diff --git a/code/classification/__init__.py b/src/classification/__init__.py similarity index 100% rename from code/classification/__init__.py rename to src/classification/__init__.py diff --git a/code/classification/run_classifier.py b/src/classification/run_classifier.py similarity index 100% rename from code/classification/run_classifier.py rename to src/classification/run_classifier.py diff --git a/src/dimensionality_reduction.sh b/src/dimensionality_reduction.sh new file mode 100755 index 00000000..a796ad84 --- /dev/null +++ b/src/dimensionality_reduction.sh @@ -0,0 +1,14 @@ +#!/bin/bash + +# create directory if not yet existing +mkdir -p data/dimensionality_reduction/ + +# run dimensionality reduction on training set to fit the parameters +echo " training set" +python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/training.pickle data/dimensionality_reduction/training.pickle -e data/dimensionality_reduction/pipeline.pickle -m 1 --verbose + +# run feature extraction on validation set and test set (with pre-fit parameters) +echo " validation set" +python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/validation.pickle data/dimensionality_reduction/validation.pickle -i data/dimensionality_reduction/pipeline.pickle +echo " test set" +python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/test.pickle data/dimensionality_reduction/test.pickle -i data/dimensionality_reduction/pipeline.pickle diff --git a/code/dimensionality_reduction/__init__.py b/src/dimensionality_reduction/__init__.py similarity index 100% rename from code/dimensionality_reduction/__init__.py rename to src/dimensionality_reduction/__init__.py diff --git a/code/dimensionality_reduction/reduce_dimensionality.py b/src/dimensionality_reduction/reduce_dimensionality.py similarity index 100% rename from code/dimensionality_reduction/reduce_dimensionality.py rename to src/dimensionality_reduction/reduce_dimensionality.py diff --git a/code/examples.py b/src/examples.py similarity index 100% rename from code/examples.py rename to src/examples.py diff --git a/src/feature_extraction.sh b/src/feature_extraction.sh new file mode 100755 index 00000000..a1f6d6f4 --- /dev/null +++ b/src/feature_extraction.sh @@ -0,0 +1,14 @@ +#!/bin/bash + +# create directory if not yet existing +mkdir -p data/feature_extraction/ + +# run feature extraction on training set (may need to fit extractors) +echo " training set" +python -m src.feature_extraction.extract_features data/preprocessing/split/training.csv data/feature_extraction/training.pickle -e data/feature_extraction/pipeline.pickle --char_length + +# run feature extraction on validation set and test set (with pre-fit extractors) +echo " validation set" +python -m src.feature_extraction.extract_features data/preprocessing/split/validation.csv data/feature_extraction/validation.pickle -i data/feature_extraction/pipeline.pickle +echo " test set" +python -m src.feature_extraction.extract_features data/preprocessing/split/test.csv data/feature_extraction/test.pickle -i data/feature_extraction/pipeline.pickle \ No newline at end of file diff --git a/code/feature_extraction/__init__.py b/src/feature_extraction/__init__.py similarity index 100% rename from code/feature_extraction/__init__.py rename to src/feature_extraction/__init__.py diff --git a/code/feature_extraction/bigrams.py b/src/feature_extraction/bigrams.py similarity index 88% rename from code/feature_extraction/bigrams.py rename to src/feature_extraction/bigrams.py index 6c0c4b3a..f7be51ec 100644 --- a/code/feature_extraction/bigrams.py +++ b/src/feature_extraction/bigrams.py @@ -8,7 +8,7 @@ import ast import nltk -from code.feature_extraction.feature_extractor import FeatureExtractor +from src.feature_extraction.feature_extractor import FeatureExtractor class BigramFeature(FeatureExtractor): diff --git a/code/feature_extraction/character_length.py b/src/feature_extraction/character_length.py similarity index 90% rename from code/feature_extraction/character_length.py rename to src/feature_extraction/character_length.py index 30436141..63680291 100644 --- a/code/feature_extraction/character_length.py +++ b/src/feature_extraction/character_length.py @@ -5,7 +5,7 @@ """ import numpy as np -from code.feature_extraction.feature_extractor import FeatureExtractor +from src.feature_extraction.feature_extractor import FeatureExtractor # class for extracting the character-based length as a feature class CharacterLength(FeatureExtractor): diff --git a/src/feature_extraction/counter_fe.py b/src/feature_extraction/counter_fe.py new file mode 100644 index 00000000..9539264b --- /dev/null +++ b/src/feature_extraction/counter_fe.py @@ -0,0 +1,26 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Counts the +""" + +import numpy as np +import ast +from src.feature_extraction.feature_extractor import FeatureExtractor + +# class for extracting the character-based length as a feature +class CounterFE(FeatureExtractor): + + # constructor + def __init__(self, input_column): + super().__init__([input_column], f"{input_column}_count") + + # don't need to fit, so don't overwrite _set_variables() + + # compute the word length based on the inputs + def _get_values(self, inputs): + # result = np.array(inputs[0].str.len()) + evaluated = inputs[0].apply(ast.literal_eval) + result = np.array(evaluated.str.len()) + result = result.reshape(-1,1) + return result diff --git a/code/feature_extraction/extract_features.py b/src/feature_extraction/extract_features.py similarity index 86% rename from code/feature_extraction/extract_features.py rename to src/feature_extraction/extract_features.py index 36763207..d8d0820e 100644 --- a/code/feature_extraction/extract_features.py +++ b/src/feature_extraction/extract_features.py @@ -7,9 +7,10 @@ import argparse, csv, pickle import pandas as pd import numpy as np -from code.feature_extraction.character_length import CharacterLength -from code.feature_extraction.feature_collector import FeatureCollector -from code.util import COLUMN_TWEET, COLUMN_LABEL +from src.feature_extraction.character_length import CharacterLength +from src.feature_extraction.counter_fe import CounterFE +from src.feature_extraction.feature_collector import FeatureCollector +from src.util import COLUMN_MENTIONS, COLUMN_PHOTOS, COLUMN_TWEET, COLUMN_LABEL def main(): @@ -37,6 +38,8 @@ def main(): if args.char_length: # character length of original tweet (without any changes) features.append(CharacterLength(COLUMN_TWEET)) + features.append(CounterFE(COLUMN_MENTIONS)) + # features.append(CounterFE(COLUMN_PHOTOS)) # create overall FeatureCollector feature_collector = FeatureCollector(features) diff --git a/code/feature_extraction/feature_collector.py b/src/feature_extraction/feature_collector.py similarity index 95% rename from code/feature_extraction/feature_collector.py rename to src/feature_extraction/feature_collector.py index e451fb0e..f637f3cf 100644 --- a/code/feature_extraction/feature_collector.py +++ b/src/feature_extraction/feature_collector.py @@ -5,7 +5,7 @@ """ import numpy as np -from code.feature_extraction.feature_extractor import FeatureExtractor +from src.feature_extraction.feature_extractor import FeatureExtractor # extend FeatureExtractor for the sake of simplicity class FeatureCollector(FeatureExtractor): diff --git a/code/feature_extraction/feature_extractor.py b/src/feature_extraction/feature_extractor.py similarity index 100% rename from code/feature_extraction/feature_extractor.py rename to src/feature_extraction/feature_extractor.py diff --git a/code/feature_extraction/test/__init__.py b/src/feature_extraction/test/__init__.py similarity index 100% rename from code/feature_extraction/test/__init__.py rename to src/feature_extraction/test/__init__.py diff --git a/code/feature_extraction/test/bigrams_test.py b/src/feature_extraction/test/bigrams_test.py similarity index 92% rename from code/feature_extraction/test/bigrams_test.py rename to src/feature_extraction/test/bigrams_test.py index 29abfdae..81e3e12f 100644 --- a/code/feature_extraction/test/bigrams_test.py +++ b/src/feature_extraction/test/bigrams_test.py @@ -1,15 +1,13 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -Created on Thu Oct 7 14:51:00 2021 - -@author: ml +Test the bigram feature """ import unittest import pandas as pd import nltk -from code.feature_extraction.bigrams import BigramFeature +from src.feature_extraction.bigrams import BigramFeature class BigramFeatureTest(unittest.TestCase): diff --git a/code/load_data.sh b/src/load_data.sh similarity index 100% rename from code/load_data.sh rename to src/load_data.sh diff --git a/code/load_nltk_data.sh b/src/load_nltk_data.sh similarity index 100% rename from code/load_nltk_data.sh rename to src/load_nltk_data.sh diff --git a/code/pipeline.sh b/src/pipeline.sh similarity index 60% rename from code/pipeline.sh rename to src/pipeline.sh index 13a24fb1..691bef9b 100755 --- a/code/pipeline.sh +++ b/src/pipeline.sh @@ -2,10 +2,10 @@ # overall pipeline for the ML experiments echo "preprocessing" -code/preprocessing.sh +src/preprocessing.sh echo "feature extraction" -code/feature_extraction.sh +src/feature_extraction.sh echo "dimensionality reduction" -code/dimensionality_reduction.sh +src/dimensionality_reduction.sh echo "classification" -code/classification.sh \ No newline at end of file +src/classification.sh \ No newline at end of file diff --git a/src/preprocessing.sh b/src/preprocessing.sh new file mode 100755 index 00000000..93037282 --- /dev/null +++ b/src/preprocessing.sh @@ -0,0 +1,16 @@ +#!/bin/bash + +# create directory if not yet existing +mkdir -p data/preprocessing/split/ + +# add labels +echo " creating labels" +python -m src.preprocessing.create_labels data/raw/ data/preprocessing/labeled.csv + +# other preprocessing (removing punctuation etc.) +echo " general preprocessing" +python -m src.preprocessing.run_preprocessing data/preprocessing/labeled.csv data/preprocessing/preprocessed.csv --punctuation --tokenize --other -e data/preprocessing/pipeline.pickle + +# split the data set +echo " splitting the data set" +python -m src.preprocessing.split_data data/preprocessing/preprocessed.csv data/preprocessing/split/ -s 42 \ No newline at end of file diff --git a/code/preprocessing/__init__.py b/src/preprocessing/__init__.py similarity index 100% rename from code/preprocessing/__init__.py rename to src/preprocessing/__init__.py diff --git a/code/preprocessing/create_labels.py b/src/preprocessing/create_labels.py similarity index 95% rename from code/preprocessing/create_labels.py rename to src/preprocessing/create_labels.py index 9eae44c6..8194d060 100644 --- a/code/preprocessing/create_labels.py +++ b/src/preprocessing/create_labels.py @@ -7,7 +7,7 @@ import os, argparse, csv import pandas as pd -from code.util import COLUMN_LIKES, COLUMN_RETWEETS, COLUMN_LABEL +from src.util import COLUMN_LIKES, COLUMN_RETWEETS, COLUMN_LABEL def main(): @@ -29,7 +29,7 @@ def main(): dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n", dtype={"quote_url": str, "place": str, "tweet": str, "language": str})) # join all data into a single DataFrame - df = pd.concat(dfs) + df = dfs[0] #pd.concat(dfs) # compute new column "label" based on likes and retweets df[COLUMN_LABEL] = (args.likes_weight * df[COLUMN_LIKES] + args.retweet_weight * df[COLUMN_RETWEETS]) > args.threshold diff --git a/code/preprocessing/preprocessor.py b/src/preprocessing/preprocessor.py similarity index 100% rename from code/preprocessing/preprocessor.py rename to src/preprocessing/preprocessor.py diff --git a/code/preprocessing/preprocessors/__init__.py b/src/preprocessing/preprocessors/__init__.py similarity index 100% rename from code/preprocessing/preprocessors/__init__.py rename to src/preprocessing/preprocessors/__init__.py diff --git a/code/preprocessing/preprocessors/column_dropper.py b/src/preprocessing/preprocessors/column_dropper.py similarity index 100% rename from code/preprocessing/preprocessors/column_dropper.py rename to src/preprocessing/preprocessors/column_dropper.py diff --git a/code/preprocessing/preprocessors/mentions_counter.py b/src/preprocessing/preprocessors/mentions_counter.py similarity index 82% rename from code/preprocessing/preprocessors/mentions_counter.py rename to src/preprocessing/preprocessors/mentions_counter.py index 2456992b..167e9d2f 100644 --- a/code/preprocessing/preprocessors/mentions_counter.py +++ b/src/preprocessing/preprocessors/mentions_counter.py @@ -6,8 +6,8 @@ """ from ast import literal_eval -from code.preprocessing.preprocessor import Preprocessor -from code.util import COLUMN_MENTIONS, COLUMN_MENTIONS_COUNT +from src.preprocessing.preprocessor import Preprocessor +from src.util import COLUMN_MENTIONS, COLUMN_MENTIONS_COUNT class MentionsCounter(Preprocessor): diff --git a/code/preprocessing/preprocessors/non_english_remover.py b/src/preprocessing/preprocessors/non_english_remover.py similarity index 100% rename from code/preprocessing/preprocessors/non_english_remover.py rename to src/preprocessing/preprocessors/non_english_remover.py diff --git a/code/preprocessing/punctuation_remover.py b/src/preprocessing/punctuation_remover.py similarity index 88% rename from code/preprocessing/punctuation_remover.py rename to src/preprocessing/punctuation_remover.py index 569d3261..2359e9a9 100644 --- a/code/preprocessing/punctuation_remover.py +++ b/src/preprocessing/punctuation_remover.py @@ -5,8 +5,8 @@ """ import string -from code.preprocessing.preprocessor import Preprocessor -from code.util import COLUMN_TWEET, COLUMN_PUNCTUATION +from src.preprocessing.preprocessor import Preprocessor +from src.util import COLUMN_TWEET, COLUMN_PUNCTUATION # removes punctuation from the original tweet # inspired by https://stackoverflow.com/a/45600350 diff --git a/code/preprocessing/run_preprocessing.py b/src/preprocessing/run_preprocessing.py similarity index 85% rename from code/preprocessing/run_preprocessing.py rename to src/preprocessing/run_preprocessing.py index b19b9881..156bd4a9 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/src/preprocessing/run_preprocessing.py @@ -8,12 +8,12 @@ from numpy.core.numeric import NaN import pandas as pd from sklearn.pipeline import make_pipeline -from code.preprocessing.preprocessors.column_dropper import ColumnDropper -from code.preprocessing.preprocessors.mentions_counter import MentionsCounter -from code.preprocessing.preprocessors.non_english_remover import NonEnglishRemover -from code.preprocessing.punctuation_remover import PunctuationRemover -from code.preprocessing.tokenizer import Tokenizer -from code.util import COLUMN_MENTIONS, COLUMN_TWEET, SUFFIX_TOKENIZED +from src.preprocessing.preprocessors.column_dropper import ColumnDropper +from src.preprocessing.preprocessors.mentions_counter import MentionsCounter +from src.preprocessing.preprocessors.non_english_remover import NonEnglishRemover +from src.preprocessing.punctuation_remover import PunctuationRemover +from src.preprocessing.tokenizer import Tokenizer +from src.util import COLUMN_MENTIONS, COLUMN_TWEET, SUFFIX_TOKENIZED def main(): @@ -38,14 +38,14 @@ def main(): # collect all preprocessors preprocessors = [] - preprocessors.append(MentionsCounter()) + # preprocessors.append(MentionsCounter()) if args.punctuation: preprocessors.append(PunctuationRemover()) if args.tokenize: preprocessors.append(Tokenizer(args.tokenize_input, args.tokenize_input + SUFFIX_TOKENIZED)) if args.other: DROP_COLS = [ - COLUMN_MENTIONS, + # COLUMN_MENTIONS, "id", "conversation_id", "created_at", "timezone", "user_id", "name", "place", "replies_count", "retweets_count", "likes_count", "language", # "cashtag" only few records have this filled. Might be useless diff --git a/code/preprocessing/split_data.py b/src/preprocessing/split_data.py similarity index 98% rename from code/preprocessing/split_data.py rename to src/preprocessing/split_data.py index bf1fd0d7..337b5406 100644 --- a/code/preprocessing/split_data.py +++ b/src/preprocessing/split_data.py @@ -7,7 +7,7 @@ import os, argparse, csv import pandas as pd from sklearn.model_selection import train_test_split -from code.util import COLUMN_LABEL +from src.util import COLUMN_LABEL def main(): diff --git a/code/preprocessing/test/__init__.py b/src/preprocessing/test/__init__.py similarity index 100% rename from code/preprocessing/test/__init__.py rename to src/preprocessing/test/__init__.py diff --git a/code/preprocessing/test/tokenizer_test.py b/src/preprocessing/test/tokenizer_test.py similarity index 94% rename from code/preprocessing/test/tokenizer_test.py rename to src/preprocessing/test/tokenizer_test.py index 2abc69a1..1bec1b68 100644 --- a/code/preprocessing/test/tokenizer_test.py +++ b/src/preprocessing/test/tokenizer_test.py @@ -8,8 +8,8 @@ import unittest import pandas as pd -from code.preprocessing.tokenizer import Tokenizer -from code.util import fm +from src.preprocessing.tokenizer import Tokenizer +from src.util import fm class TokenizerTest(unittest.TestCase): diff --git a/code/preprocessing/tokenizer.py b/src/preprocessing/tokenizer.py similarity index 94% rename from code/preprocessing/tokenizer.py rename to src/preprocessing/tokenizer.py index 94191502..e9940561 100644 --- a/code/preprocessing/tokenizer.py +++ b/src/preprocessing/tokenizer.py @@ -8,7 +8,7 @@ @author: lbechberger """ -from code.preprocessing.preprocessor import Preprocessor +from src.preprocessing.preprocessor import Preprocessor import nltk class Tokenizer(Preprocessor): diff --git a/code/setup.sh b/src/setup.sh similarity index 100% rename from code/setup.sh rename to src/setup.sh diff --git a/code/util.py b/src/util.py similarity index 97% rename from code/util.py rename to src/util.py index 4597f6c7..c3477b9d 100644 --- a/code/util.py +++ b/src/util.py @@ -7,6 +7,7 @@ # column names for the original data frame COLUMN_TWEET = "tweet" COLUMN_MENTIONS = "mentions" +COLUMN_PHOTOS = "photos" COLUMN_MENTIONS_COUNT = "mentions_count" COLUMN_LIKES = "likes_count" COLUMN_RETWEETS = "retweets_count" From eaf01174de488f7dcf818be7d0211b517b7f8c32 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 19 Oct 2021 19:15:01 +0200 Subject: [PATCH 23/41] adds test for counting feature --- .vscode/launch.json | 40 +++++++++++++ README.md | 42 ++++++++++--- src/feature_extraction/extract_features.py | 2 +- .../test/feature_extraction_test.py | 60 +++++++++++++++++++ 4 files changed, 136 insertions(+), 8 deletions(-) create mode 100644 .vscode/launch.json create mode 100644 src/feature_extraction/test/feature_extraction_test.py diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 00000000..ca63d1dc --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,40 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "Python: Attach", + "type": "python", + "request": "attach", + "connect": { + "host": "localhost", + "port": 5678 + } + }, + { + "name": "Python: Module", + "type": "python", + "request": "launch", + "module": "code", + "cwd": "${workspaceFolder}", + }, + { + "name": "Python: Current File", + "type": "python", + "request": "launch", + "program": "${file}", + "console": "integratedTerminal", + "cwd": "${workspaceFolder}", + // "pythonArgs": [ + // "-m", + // "src.feature_extraction.test.feature_extraction_test", + // "E:\\MyPC\\code\\git\\myforkMLiP\\MLinPractice\\src\\feature_extraction\\test\\feature_extraction_test.py" + // ], + // "env": { + // "PYTHONPATH": "${workspaceFolder}/code" + // } + } + ] +} \ No newline at end of file diff --git a/README.md b/README.md index 8739649d..6ee264d7 100644 --- a/README.md +++ b/README.md @@ -58,7 +58,7 @@ All python scripts and classes for the preprocessing of the input data can be fo ### Creating Labels The script `create_labels.py` assigns labels to the raw data points based on a threshold on a linear combination of the number of likes and retweets. It is executed as follows: -```python -m code.preprocessing.create_labels path/to/input_dir path/to/output.csv``` +```python -m src.preprocessing.create_labels path/to/input_dir path/to/output.csv``` Here, `input_dir` is the directory containing the original raw csv files, while `output.csv` is the single csv file where the output will be written. The script takes the following optional parameters: - `-l` or `--likes_weight` determines the relative weight of the number of likes a tweet has received. Defaults to 1. @@ -68,7 +68,7 @@ The script takes the following optional parameters: ### Classical Preprocessing The script `run_preprocessing.py` is used to run various preprocessing steps on the raw data, producing additional columns in the csv file. It is executed as follows: -```python -m code.preprocessing.run_preprocessing path/to/input.csv path/to/output.csv``` +```python -m src.preprocessing.run_preprocessing path/to/input.csv path/to/output.csv``` Here, `input.csv` is a csv file (ideally the output of `create_labels.py`), while `output.csv` is the csv file where the output will be written. The preprocessing steps to take can be configured with the following flags: - `-p` or `--punctuation`: A new column "tweet_no_punctuation" is created, where all punctuation is removed from the original tweet. (See `code/preprocessing/punctuation_remover.py` for more details) @@ -80,7 +80,7 @@ Moreover, the script accepts the following optional parameters: ### Splitting the Data Set The script `split_data.py` splits the overall preprocessed data into training, validation, and test set. It can be invoked as follows: -```python -m code.preprocessing.split_data path/to/input.csv path/to/output_dir``` +```python -m src.preprocessing.split_data path/to/input.csv path/to/output_dir``` Here, `input.csv` is the input csv file to split (containing a column "label" with the label information, i.e., `create_labels.py` needs to be run beforehand) and `output_dir` is the directory where three individual csv files `training.csv`, `validation.csv`, and `test.csv` will be stored. The script takes the following optional parameters: - `-t` or `--test_size` determines the relative size of the test set and defaults to 0.2 (i.e., 20 % of the data). @@ -93,7 +93,7 @@ The script takes the following optional parameters: All python scripts and classes for feature extraction can be found in `code/feature_extraction/`. The script `extract_features.py` takes care of the overall feature extraction process and can be invoked as follows: -```python -m code.feature_extraction.extract_features path/to/input.csv path/to/output.pickle``` +```python -m src.feature_extraction.extract_features path/to/input.csv path/to/output.pickle``` Here, `input.csv` is the respective training, validation, or test set file created by `split_data.py`. The file `output.pickle` will be used to store the results of the feature extraction process, namely a dictionary with the following entries: - `"features"`: a numpy array with the raw feature values (rows are training examples, colums are features) - `"feature_names"`: a list of feature names for the columns of the numpy array @@ -112,7 +112,7 @@ All python scripts and classes for dimensionality reduction can be found in `cod The script `reduce_dimensionality.py` takes care of the overall dimensionality reduction procedure and can be invoked as follows: -```python -m code.dimensionality_reduction.reduce_dimensionality path/to/input.pickle path/to/output.pickle``` +```python -m src.dimensionality_reduction.reduce_dimensionality path/to/input.pickle path/to/output.pickle``` Here, `input.pickle` is the respective training, validation, or test set file created by `extract_features.py`. The file `output.pickle` will be used to store the results of the dimensionality reduction process, containing `"features"` (which are the selected/projected ones) and `"labels"` (same as in the input file). @@ -132,7 +132,7 @@ All python scripts and classes for classification can be found in `code/classifi ### Train and Evaluate a Single Classifier The script `run_classifier.py` can be used to train and/or evaluate a given classifier. It can be executed as follows: -```python -m code.classification.run_classifier path/to/input.pickle``` +```python -m src.classification.run_classifier path/to/input.pickle``` Here, `input.pickle` is a pickle file of the respective data subset, produced by either `extract_features.py` or `reduce_dimensionality.py`. By default, this data is used to train a **classifier**, which is specified by one of the following optional arguments: @@ -166,5 +166,33 @@ All python code for the application demo can be found in `code/application/`. The script `application.py` provides a simple command line interface, where the user is asked to type in their prospective tweet, which is then analyzed using the trained ML pipeline. The script can be invoked as follows: -```python -m code.application.application path/to/preprocessing.pickle path/to/feature_extraction.pickle path/to/dimensionality_reduction.pickle path/to/classifier.pickle``` +```python -m src.application.application path/to/preprocessing.pickle path/to/feature_extraction.pickle path/to/dimensionality_reduction.pickle path/to/classifier.pickle``` The four pickle files correspond to the exported versions for the different pipeline steps as created by `run_preprocessing.py`, `extract_features.py`, `reduce_dimensionality.py`, and `run_classifier.py`, respectively, with the `-e` option. + +## Debugging in Visual Studio Code + +1. Running a file in debug mode configured as waiting, because otherwise it woulk just finish to quickly + +``` +python -m debugpy --wait-for-client --listen 5678 .\src\feature_extraction\test\feature_extraction_test.py +``` + +2. `launch.json` configuration to attach the editor to the already started debug process. + +```json +... +"configurations": [ + { + "name": "Python: Attach", + "type": "python", + "request": "attach", + "connect": { + "host": "localhost", + "port": 5678 + } + }, +] +... +``` + +3. Start the attach debug configuration via the VS Code UI ([F5] key or `Run`/`Run and Debug` menu) \ No newline at end of file diff --git a/src/feature_extraction/extract_features.py b/src/feature_extraction/extract_features.py index d8d0820e..632622f6 100644 --- a/src/feature_extraction/extract_features.py +++ b/src/feature_extraction/extract_features.py @@ -39,7 +39,7 @@ def main(): # character length of original tweet (without any changes) features.append(CharacterLength(COLUMN_TWEET)) features.append(CounterFE(COLUMN_MENTIONS)) - # features.append(CounterFE(COLUMN_PHOTOS)) + features.append(CounterFE(COLUMN_PHOTOS)) # create overall FeatureCollector feature_collector = FeatureCollector(features) diff --git a/src/feature_extraction/test/feature_extraction_test.py b/src/feature_extraction/test/feature_extraction_test.py new file mode 100644 index 00000000..a62b3855 --- /dev/null +++ b/src/feature_extraction/test/feature_extraction_test.py @@ -0,0 +1,60 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Tests feature extraction +""" + +import csv +import logging +import unittest +import pandas as pd +import numpy as np +from src.feature_extraction.counter_fe import CounterFE + +class CountFeatureTest(unittest.TestCase): + + def setUp(self): + logging.basicConfig() + self.log = logging.getLogger("LOG") + + self.tryout_df = pd.read_csv("data/preprocessing/split/training.csv", quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + self.tryout_df = self.tryout_df.rename(columns={"mentions": "mockcolumn", "photos": "mockphotos"}) + + self.INPUT_COLUMN = "mockcolumn" + self.counter_feature = CounterFE(self.INPUT_COLUMN) + # self.df = pd.DataFrame({ self.INPUT_COLUMN: [{'screen_name': 'zeebusiness', 'name': 'zee business', 'id': '140798905'}, {'screen_name': 'amishdevgan', 'name': 'amish devgan', 'id': '163817624'}] } ) + + self.df = pd.DataFrame() + # self.df[self.INPUT_COLUMN] = "['[\"This\", \"row\", \"has\", \"five\", \"elements\"], [\"this\", \"only\", \"thre\"], [\"one\"], []']" + self.df[self.INPUT_COLUMN] = [ + "[{'screen_name': 'zeebusiness', 'name': 'zee business', 'id': '140798905'}, {'screen_name': 'amishdevgan', 'name': 'amish devgan', 'id': '163817624'}]", + "[]", + "[{'screen_name': 'zeebusiness', 'name': 'zee business', 'id': '140798905'}]" + ] + print("") + + + def test_input_columns(self): + self.assertEqual(self.counter_feature._input_columns, [self.INPUT_COLUMN]) + + + def test_feature_name(self): + self.assertEqual(self.counter_feature.get_feature_name(), self.INPUT_COLUMN + "_count") + + + def test_counting(self): + self.counter_feature.fit(self.df) + actual_feature = self.counter_feature.transform(self.df) + # actual_feature = self.counter_feature.transform(self.tryout_df) + # EXPECTED = np.array(pd.DataFrame({"mockcolumn_count": [5,3,1,0]})) + EXPECTED = np.array(pd.DataFrame({"mockcolumn_count": [2,0,1]})) + + # self.log.warning("actual_feature", actual_feature) + # self.log.warning("EXPECTED", EXPECTED) + + isEqual = np.array_equal(actual_feature, EXPECTED, equal_nan=False) + self.assertTrue(isEqual) + + +if __name__ == '__main__': + unittest.main() \ No newline at end of file From 33c42bc5afe0a389d53b1488a05222d50288c463 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 19 Oct 2021 21:47:10 +0200 Subject: [PATCH 24/41] cleanup --- src/feature_extraction/character_length.py | 2 +- src/feature_extraction/counter_fe.py | 13 +++++-- src/feature_extraction/extract_features.py | 3 +- .../test/feature_extraction_test.py | 38 ++++++------------- .../preprocessors/mentions_counter.py | 22 ----------- src/preprocessing/run_preprocessing.py | 7 +--- 6 files changed, 24 insertions(+), 61 deletions(-) delete mode 100644 src/preprocessing/preprocessors/mentions_counter.py diff --git a/src/feature_extraction/character_length.py b/src/feature_extraction/character_length.py index 63680291..32285508 100644 --- a/src/feature_extraction/character_length.py +++ b/src/feature_extraction/character_length.py @@ -1,7 +1,7 @@ #!/usr/bin/env python3 # -*- coding: utf-8 -*- """ -Simple feature that counts the number of characters in the given column. +Simple feature that counts the number of characters in the given column (e.g tweet column). """ import numpy as np diff --git a/src/feature_extraction/counter_fe.py b/src/feature_extraction/counter_fe.py index 9539264b..df8e01d5 100644 --- a/src/feature_extraction/counter_fe.py +++ b/src/feature_extraction/counter_fe.py @@ -14,12 +14,17 @@ class CounterFE(FeatureExtractor): # constructor def __init__(self, input_column): super().__init__([input_column], f"{input_column}_count") - + + # don't need to fit, so don't overwrite _set_variables() - - # compute the word length based on the inputs + + def _get_values(self, inputs): - # result = np.array(inputs[0].str.len()) + """ + Parses the string in every cell of the column/series as an array + and counts the length in the cell of the output column + """ + evaluated = inputs[0].apply(ast.literal_eval) result = np.array(evaluated.str.len()) result = result.reshape(-1,1) diff --git a/src/feature_extraction/extract_features.py b/src/feature_extraction/extract_features.py index 632622f6..dfdb5834 100644 --- a/src/feature_extraction/extract_features.py +++ b/src/feature_extraction/extract_features.py @@ -35,8 +35,7 @@ def main(): # collect all feature extractors features = [] - if args.char_length: - # character length of original tweet (without any changes) + if args.char_length: features.append(CharacterLength(COLUMN_TWEET)) features.append(CounterFE(COLUMN_MENTIONS)) features.append(CounterFE(COLUMN_PHOTOS)) diff --git a/src/feature_extraction/test/feature_extraction_test.py b/src/feature_extraction/test/feature_extraction_test.py index a62b3855..e7f74f24 100644 --- a/src/feature_extraction/test/feature_extraction_test.py +++ b/src/feature_extraction/test/feature_extraction_test.py @@ -13,44 +13,28 @@ class CountFeatureTest(unittest.TestCase): - def setUp(self): - logging.basicConfig() - self.log = logging.getLogger("LOG") - - self.tryout_df = pd.read_csv("data/preprocessing/split/training.csv", quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") - self.tryout_df = self.tryout_df.rename(columns={"mentions": "mockcolumn", "photos": "mockphotos"}) - + def setUp(self): self.INPUT_COLUMN = "mockcolumn" - self.counter_feature = CounterFE(self.INPUT_COLUMN) - # self.df = pd.DataFrame({ self.INPUT_COLUMN: [{'screen_name': 'zeebusiness', 'name': 'zee business', 'id': '140798905'}, {'screen_name': 'amishdevgan', 'name': 'amish devgan', 'id': '163817624'}] } ) - - self.df = pd.DataFrame() - # self.df[self.INPUT_COLUMN] = "['[\"This\", \"row\", \"has\", \"five\", \"elements\"], [\"this\", \"only\", \"thre\"], [\"one\"], []']" + self.count_feature_extractor = CounterFE(self.INPUT_COLUMN) + + self.df = pd.DataFrame() self.df[self.INPUT_COLUMN] = [ "[{'screen_name': 'zeebusiness', 'name': 'zee business', 'id': '140798905'}, {'screen_name': 'amishdevgan', 'name': 'amish devgan', 'id': '163817624'}]", "[]", "[{'screen_name': 'zeebusiness', 'name': 'zee business', 'id': '140798905'}]" - ] - print("") - - - def test_input_columns(self): - self.assertEqual(self.counter_feature._input_columns, [self.INPUT_COLUMN]) + ] def test_feature_name(self): - self.assertEqual(self.counter_feature.get_feature_name(), self.INPUT_COLUMN + "_count") + self.assertEqual(self.count_feature_extractor.get_feature_name(), "mockcolumn_count") def test_counting(self): - self.counter_feature.fit(self.df) - actual_feature = self.counter_feature.transform(self.df) - # actual_feature = self.counter_feature.transform(self.tryout_df) - # EXPECTED = np.array(pd.DataFrame({"mockcolumn_count": [5,3,1,0]})) - EXPECTED = np.array(pd.DataFrame({"mockcolumn_count": [2,0,1]})) - - # self.log.warning("actual_feature", actual_feature) - # self.log.warning("EXPECTED", EXPECTED) + + self.count_feature_extractor.fit(self.df) + + actual_feature = self.count_feature_extractor.transform(self.df) + EXPECTED = np.array(pd.DataFrame({"mockcolumn_count": [2, 0, 1]})) isEqual = np.array_equal(actual_feature, EXPECTED, equal_nan=False) self.assertTrue(isEqual) diff --git a/src/preprocessing/preprocessors/mentions_counter.py b/src/preprocessing/preprocessors/mentions_counter.py deleted file mode 100644 index 167e9d2f..00000000 --- a/src/preprocessing/preprocessors/mentions_counter.py +++ /dev/null @@ -1,22 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding: utf-8 -*- -""" -Preprocessor that counts the amount of mentions -mentions array column -> length of array column -""" - -from ast import literal_eval -from src.preprocessing.preprocessor import Preprocessor -from src.util import COLUMN_MENTIONS, COLUMN_MENTIONS_COUNT - -class MentionsCounter(Preprocessor): - - # constructor - def __init__(self): - # input column "tweet", new output column - super().__init__([COLUMN_MENTIONS], COLUMN_MENTIONS_COUNT) - - # get preprocessed column based on data frame and internal variables - def _get_values(self, inputs): - column = inputs[0].str.len() - return column \ No newline at end of file diff --git a/src/preprocessing/run_preprocessing.py b/src/preprocessing/run_preprocessing.py index 156bd4a9..f76830bf 100644 --- a/src/preprocessing/run_preprocessing.py +++ b/src/preprocessing/run_preprocessing.py @@ -9,7 +9,6 @@ import pandas as pd from sklearn.pipeline import make_pipeline from src.preprocessing.preprocessors.column_dropper import ColumnDropper -from src.preprocessing.preprocessors.mentions_counter import MentionsCounter from src.preprocessing.preprocessors.non_english_remover import NonEnglishRemover from src.preprocessing.punctuation_remover import PunctuationRemover from src.preprocessing.tokenizer import Tokenizer @@ -38,18 +37,16 @@ def main(): # collect all preprocessors preprocessors = [] - # preprocessors.append(MentionsCounter()) if args.punctuation: preprocessors.append(PunctuationRemover()) if args.tokenize: preprocessors.append(Tokenizer(args.tokenize_input, args.tokenize_input + SUFFIX_TOKENIZED)) if args.other: - DROP_COLS = [ - # COLUMN_MENTIONS, + DROP_COLS = [ "id", "conversation_id", "created_at", "timezone", "user_id", "name", "place", "replies_count", "retweets_count", "likes_count", "language", # "cashtag" only few records have this filled. Might be useless - # always the same value for all records + # below columns have always the same value for all records "retweet", "near", "geo", "source", "user_rt_id", "user_rt", "retweet_id", "retweet_date", "translate", "trans_src", 'trans_dest\r'] From d5844601e5e9dffaf815f6cf5922fcc3be8ccb81 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 19 Oct 2021 22:21:33 +0200 Subject: [PATCH 25/41] minor changes --- code/classification/run_classifier.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/code/classification/run_classifier.py b/code/classification/run_classifier.py index 4274c61e..f2e5fb78 100644 --- a/code/classification/run_classifier.py +++ b/code/classification/run_classifier.py @@ -41,7 +41,8 @@ def main(): with open(args.input_file, 'rb') as f_in: data = pickle.load(f_in) - set_tracking_uri(args.log_folder) + if args.log_folder is not None: + set_tracking_uri(args.log_folder) if args.import_file is not None: # import a pre-trained classifier From a821f94a0099845cd2cfaa2865909fdf247cd345 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 19 Oct 2021 22:46:41 +0200 Subject: [PATCH 26/41] renames folder code -> src --- README.md | 14 +++++++------- code/application.sh | 5 ----- code/dimensionality_reduction.sh | 14 -------------- code/feature_extraction.sh | 14 -------------- code/preprocessing.sh | 16 ---------------- {code => src}/__init__.py | 0 src/application.sh | 5 +++++ {code => src}/application/__init__.py | 0 {code => src}/application/application.py | 2 +- {code => src}/classification.sh | 2 +- {code => src}/classification/__init__.py | 0 {code => src}/classification/classifier.sge | 4 ++-- {code => src}/classification/grid_search.sh | 0 {code => src}/classification/run_classifier.py | 0 {code => src}/create_environment.sge | 0 src/dimensionality_reduction.sh | 14 ++++++++++++++ .../dimensionality_reduction/__init__.py | 0 .../reduce_dimensionality.py | 0 {code => src}/examples.py | 0 src/feature_extraction.sh | 14 ++++++++++++++ {code => src}/feature_extraction/__init__.py | 0 {code => src}/feature_extraction/bigrams.py | 2 +- .../feature_extraction/character_length.py | 2 +- .../feature_extraction/extract_features.py | 6 +++--- .../feature_extraction/feature_collector.py | 2 +- .../feature_extraction/feature_extractor.py | 0 .../feature_extraction/test/__init__.py | 0 .../feature_extraction/test/bigrams_test.py | 2 +- {code => src}/load_data.sh | 0 {code => src}/load_nltk_data.sh | 0 {code => src}/pipeline.sh | 8 ++++---- src/preprocessing.sh | 16 ++++++++++++++++ {code => src}/preprocessing/__init__.py | 0 {code => src}/preprocessing/create_labels.py | 2 +- {code => src}/preprocessing/preprocessor.py | 0 .../preprocessing/preprocessors/__init__.py | 0 .../preprocessors/column_dropper.py | 0 .../preprocessors/mentions_counter.py | 4 ++-- .../preprocessors/non_english_remover.py | 0 .../preprocessing/punctuation_remover.py | 4 ++-- {code => src}/preprocessing/run_preprocessing.py | 12 ++++++------ {code => src}/preprocessing/split_data.py | 2 +- {code => src}/preprocessing/test/__init__.py | 0 .../preprocessing/test/tokenizer_test.py | 4 ++-- {code => src}/preprocessing/tokenizer.py | 2 +- {code => src}/setup.sh | 0 {code => src}/util.py | 0 47 files changed, 86 insertions(+), 86 deletions(-) delete mode 100755 code/application.sh delete mode 100755 code/dimensionality_reduction.sh delete mode 100755 code/feature_extraction.sh delete mode 100755 code/preprocessing.sh rename {code => src}/__init__.py (100%) create mode 100755 src/application.sh rename {code => src}/application/__init__.py (100%) rename {code => src}/application/application.py (98%) rename {code => src}/classification.sh (72%) rename {code => src}/classification/__init__.py (100%) rename {code => src}/classification/classifier.sge (63%) rename {code => src}/classification/grid_search.sh (100%) rename {code => src}/classification/run_classifier.py (100%) rename {code => src}/create_environment.sge (100%) create mode 100755 src/dimensionality_reduction.sh rename {code => src}/dimensionality_reduction/__init__.py (100%) rename {code => src}/dimensionality_reduction/reduce_dimensionality.py (100%) rename {code => src}/examples.py (100%) create mode 100755 src/feature_extraction.sh rename {code => src}/feature_extraction/__init__.py (100%) rename {code => src}/feature_extraction/bigrams.py (88%) rename {code => src}/feature_extraction/character_length.py (90%) rename {code => src}/feature_extraction/extract_features.py (92%) rename {code => src}/feature_extraction/feature_collector.py (95%) rename {code => src}/feature_extraction/feature_extractor.py (100%) rename {code => src}/feature_extraction/test/__init__.py (100%) rename {code => src}/feature_extraction/test/bigrams_test.py (95%) rename {code => src}/load_data.sh (100%) rename {code => src}/load_nltk_data.sh (100%) rename {code => src}/pipeline.sh (60%) create mode 100755 src/preprocessing.sh rename {code => src}/preprocessing/__init__.py (100%) rename {code => src}/preprocessing/create_labels.py (96%) rename {code => src}/preprocessing/preprocessor.py (100%) rename {code => src}/preprocessing/preprocessors/__init__.py (100%) rename {code => src}/preprocessing/preprocessors/column_dropper.py (100%) rename {code => src}/preprocessing/preprocessors/mentions_counter.py (82%) rename {code => src}/preprocessing/preprocessors/non_english_remover.py (100%) rename {code => src}/preprocessing/punctuation_remover.py (88%) rename {code => src}/preprocessing/run_preprocessing.py (86%) rename {code => src}/preprocessing/split_data.py (98%) rename {code => src}/preprocessing/test/__init__.py (100%) rename {code => src}/preprocessing/test/tokenizer_test.py (94%) rename {code => src}/preprocessing/tokenizer.py (94%) rename {code => src}/setup.sh (100%) rename {code => src}/util.py (100%) diff --git a/README.md b/README.md index 1d7be298..ab9c6ce1 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ All python scripts and classes for the preprocessing of the input data can be fo ### Creating Labels The script `create_labels.py` assigns labels to the raw data points based on a threshold on a linear combination of the number of likes and retweets. It is executed as follows: -```python -m code.preprocessing.create_labels path/to/input_dir path/to/output.csv``` +```python -m src.preprocessing.create_labels path/to/input_dir path/to/output.csv``` Here, `input_dir` is the directory containing the original raw csv files, while `output.csv` is the single csv file where the output will be written. The script takes the following optional parameters: - `-l` or `--likes_weight` determines the relative weight of the number of likes a tweet has received. Defaults to 1. @@ -69,7 +69,7 @@ The script takes the following optional parameters: ### Classical Preprocessing The script `run_preprocessing.py` is used to run various preprocessing steps on the raw data, producing additional columns in the csv file. It is executed as follows: -```python -m code.preprocessing.run_preprocessing path/to/input.csv path/to/output.csv``` +```python -m src.preprocessing.run_preprocessing path/to/input.csv path/to/output.csv``` Here, `input.csv` is a csv file (ideally the output of `create_labels.py`), while `output.csv` is the csv file where the output will be written. The preprocessing steps to take can be configured with the following flags: - `-p` or `--punctuation`: A new column "tweet_no_punctuation" is created, where all punctuation is removed from the original tweet. (See `code/preprocessing/punctuation_remover.py` for more details) @@ -81,7 +81,7 @@ Moreover, the script accepts the following optional parameters: ### Splitting the Data Set The script `split_data.py` splits the overall preprocessed data into training, validation, and test set. It can be invoked as follows: -```python -m code.preprocessing.split_data path/to/input.csv path/to/output_dir``` +```python -m src.preprocessing.split_data path/to/input.csv path/to/output_dir``` Here, `input.csv` is the input csv file to split (containing a column "label" with the label information, i.e., `create_labels.py` needs to be run beforehand) and `output_dir` is the directory where three individual csv files `training.csv`, `validation.csv`, and `test.csv` will be stored. The script takes the following optional parameters: - `-t` or `--test_size` determines the relative size of the test set and defaults to 0.2 (i.e., 20 % of the data). @@ -94,7 +94,7 @@ The script takes the following optional parameters: All python scripts and classes for feature extraction can be found in `code/feature_extraction/`. The script `extract_features.py` takes care of the overall feature extraction process and can be invoked as follows: -```python -m code.feature_extraction.extract_features path/to/input.csv path/to/output.pickle``` +```python -m src.feature_extraction.extract_features path/to/input.csv path/to/output.pickle``` Here, `input.csv` is the respective training, validation, or test set file created by `split_data.py`. The file `output.pickle` will be used to store the results of the feature extraction process, namely a dictionary with the following entries: - `"features"`: a numpy array with the raw feature values (rows are training examples, colums are features) - `"feature_names"`: a list of feature names for the columns of the numpy array @@ -113,7 +113,7 @@ All python scripts and classes for dimensionality reduction can be found in `cod The script `reduce_dimensionality.py` takes care of the overall dimensionality reduction procedure and can be invoked as follows: -```python -m code.dimensionality_reduction.reduce_dimensionality path/to/input.pickle path/to/output.pickle``` +```python -m src.dimensionality_reduction.reduce_dimensionality path/to/input.pickle path/to/output.pickle``` Here, `input.pickle` is the respective training, validation, or test set file created by `extract_features.py`. The file `output.pickle` will be used to store the results of the dimensionality reduction process, containing `"features"` (which are the selected/projected ones) and `"labels"` (same as in the input file). @@ -133,7 +133,7 @@ All python scripts and classes for classification can be found in `code/classifi ### Train and Evaluate a Single Classifier The script `run_classifier.py` can be used to train and/or evaluate a given classifier. It can be executed as follows: -```python -m code.classification.run_classifier path/to/input.pickle``` +```python -m src.classification.run_classifier path/to/input.pickle``` Here, `input.pickle` is a pickle file of the respective data subset, produced by either `extract_features.py` or `reduce_dimensionality.py`. By default, this data is used to train a **classifier**, which is specified by one of the following optional arguments: @@ -167,5 +167,5 @@ All python code for the application demo can be found in `code/application/`. The script `application.py` provides a simple command line interface, where the user is asked to type in their prospective tweet, which is then analyzed using the trained ML pipeline. The script can be invoked as follows: -```python -m code.application.application path/to/preprocessing.pickle path/to/feature_extraction.pickle path/to/dimensionality_reduction.pickle path/to/classifier.pickle``` +```python -m src.application.application path/to/preprocessing.pickle path/to/feature_extraction.pickle path/to/dimensionality_reduction.pickle path/to/classifier.pickle``` The four pickle files correspond to the exported versions for the different pipeline steps as created by `run_preprocessing.py`, `extract_features.py`, `reduce_dimensionality.py`, and `run_classifier.py`, respectively, with the `-e` option. diff --git a/code/application.sh b/code/application.sh deleted file mode 100755 index da31860e..00000000 --- a/code/application.sh +++ /dev/null @@ -1,5 +0,0 @@ -#!/bin/bash - -# execute the application with all necessary pickle files -echo "Starting the application..." -python -m code.application.application data/preprocessing/pipeline.pickle data/feature_extraction/pipeline.pickle data/dimensionality_reduction/pipeline.pickle data/classification/classifier.pickle \ No newline at end of file diff --git a/code/dimensionality_reduction.sh b/code/dimensionality_reduction.sh deleted file mode 100755 index b82230b5..00000000 --- a/code/dimensionality_reduction.sh +++ /dev/null @@ -1,14 +0,0 @@ -#!/bin/bash - -# create directory if not yet existing -mkdir -p data/dimensionality_reduction/ - -# run dimensionality reduction on training set to fit the parameters -echo " training set" -python -m code.dimensionality_reduction.reduce_dimensionality data/feature_extraction/training.pickle data/dimensionality_reduction/training.pickle -e data/dimensionality_reduction/pipeline.pickle -m 1 --verbose - -# run feature extraction on validation set and test set (with pre-fit parameters) -echo " validation set" -python -m code.dimensionality_reduction.reduce_dimensionality data/feature_extraction/validation.pickle data/dimensionality_reduction/validation.pickle -i data/dimensionality_reduction/pipeline.pickle -echo " test set" -python -m code.dimensionality_reduction.reduce_dimensionality data/feature_extraction/test.pickle data/dimensionality_reduction/test.pickle -i data/dimensionality_reduction/pipeline.pickle diff --git a/code/feature_extraction.sh b/code/feature_extraction.sh deleted file mode 100755 index f494f835..00000000 --- a/code/feature_extraction.sh +++ /dev/null @@ -1,14 +0,0 @@ -#!/bin/bash - -# create directory if not yet existing -mkdir -p data/feature_extraction/ - -# run feature extraction on training set (may need to fit extractors) -echo " training set" -python -m code.feature_extraction.extract_features data/preprocessing/split/training.csv data/feature_extraction/training.pickle -e data/feature_extraction/pipeline.pickle --char_length - -# run feature extraction on validation set and test set (with pre-fit extractors) -echo " validation set" -python -m code.feature_extraction.extract_features data/preprocessing/split/validation.csv data/feature_extraction/validation.pickle -i data/feature_extraction/pipeline.pickle -echo " test set" -python -m code.feature_extraction.extract_features data/preprocessing/split/test.csv data/feature_extraction/test.pickle -i data/feature_extraction/pipeline.pickle \ No newline at end of file diff --git a/code/preprocessing.sh b/code/preprocessing.sh deleted file mode 100755 index bee6cf78..00000000 --- a/code/preprocessing.sh +++ /dev/null @@ -1,16 +0,0 @@ -#!/bin/bash - -# create directory if not yet existing -mkdir -p data/preprocessing/split/ - -# add labels -echo " creating labels" -python -m code.preprocessing.create_labels data/raw/ data/preprocessing/labeled.csv - -# other preprocessing (removing punctuation etc.) -echo " general preprocessing" -python -m code.preprocessing.run_preprocessing data/preprocessing/labeled.csv data/preprocessing/preprocessed.csv --punctuation --tokenize --other -e data/preprocessing/pipeline.pickle - -# split the data set -echo " splitting the data set" -python -m code.preprocessing.split_data data/preprocessing/preprocessed.csv data/preprocessing/split/ -s 42 \ No newline at end of file diff --git a/code/__init__.py b/src/__init__.py similarity index 100% rename from code/__init__.py rename to src/__init__.py diff --git a/src/application.sh b/src/application.sh new file mode 100755 index 00000000..789a114a --- /dev/null +++ b/src/application.sh @@ -0,0 +1,5 @@ +#!/bin/bash + +# execute the application with all necessary pickle files +echo "Starting the application..." +python -m src.application.application data/preprocessing/pipeline.pickle data/feature_extraction/pipeline.pickle data/dimensionality_reduction/pipeline.pickle data/classification/classifier.pickle \ No newline at end of file diff --git a/code/application/__init__.py b/src/application/__init__.py similarity index 100% rename from code/application/__init__.py rename to src/application/__init__.py diff --git a/code/application/application.py b/src/application/application.py similarity index 98% rename from code/application/application.py rename to src/application/application.py index d1727e53..ebaae0bd 100644 --- a/code/application/application.py +++ b/src/application/application.py @@ -7,7 +7,7 @@ import argparse, pickle import pandas as pd from sklearn.pipeline import make_pipeline -from code.util import COLUMN_TWEET +from src.util import COLUMN_TWEET def main(): diff --git a/code/classification.sh b/src/classification.sh similarity index 72% rename from code/classification.sh rename to src/classification.sh index 22614214..ebfbbbbd 100755 --- a/code/classification.sh +++ b/src/classification.sh @@ -9,6 +9,6 @@ echo " training set" # run feature extraction on validation set (with pre-fit extractors) # echo " validation set" -python -m code.classification.run_classifier data/dimensionality_reduction/validation.pickle -i data/classification/classifier.pickle --metrics all +python -m src.classification.run_classifier data/dimensionality_reduction/validation.pickle -i data/classification/classifier.pickle --metrics all # don't touch the test set, yet, because that would ruin the final generalization experiment! \ No newline at end of file diff --git a/code/classification/__init__.py b/src/classification/__init__.py similarity index 100% rename from code/classification/__init__.py rename to src/classification/__init__.py diff --git a/code/classification/classifier.sge b/src/classification/classifier.sge similarity index 63% rename from code/classification/classifier.sge rename to src/classification/classifier.sge index 5b03d664..80d44491 100755 --- a/code/classification/classifier.sge +++ b/src/classification/classifier.sge @@ -13,10 +13,10 @@ conda activate MLinPractice # train classifier on training set echo " training" -python -m code.classification.run_classifier data/dimensionality_reduction/training.pickle -e $* +python -m src.classification.run_classifier data/dimensionality_reduction/training.pickle -e $* # evaluate classifier on validation set echo " validation" -python -m code.classification.run_classifier data/dimensionality_reduction/validation.pickle -i $* +python -m src.classification.run_classifier data/dimensionality_reduction/validation.pickle -i $* conda deactivate \ No newline at end of file diff --git a/code/classification/grid_search.sh b/src/classification/grid_search.sh similarity index 100% rename from code/classification/grid_search.sh rename to src/classification/grid_search.sh diff --git a/code/classification/run_classifier.py b/src/classification/run_classifier.py similarity index 100% rename from code/classification/run_classifier.py rename to src/classification/run_classifier.py diff --git a/code/create_environment.sge b/src/create_environment.sge similarity index 100% rename from code/create_environment.sge rename to src/create_environment.sge diff --git a/src/dimensionality_reduction.sh b/src/dimensionality_reduction.sh new file mode 100755 index 00000000..a796ad84 --- /dev/null +++ b/src/dimensionality_reduction.sh @@ -0,0 +1,14 @@ +#!/bin/bash + +# create directory if not yet existing +mkdir -p data/dimensionality_reduction/ + +# run dimensionality reduction on training set to fit the parameters +echo " training set" +python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/training.pickle data/dimensionality_reduction/training.pickle -e data/dimensionality_reduction/pipeline.pickle -m 1 --verbose + +# run feature extraction on validation set and test set (with pre-fit parameters) +echo " validation set" +python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/validation.pickle data/dimensionality_reduction/validation.pickle -i data/dimensionality_reduction/pipeline.pickle +echo " test set" +python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/test.pickle data/dimensionality_reduction/test.pickle -i data/dimensionality_reduction/pipeline.pickle diff --git a/code/dimensionality_reduction/__init__.py b/src/dimensionality_reduction/__init__.py similarity index 100% rename from code/dimensionality_reduction/__init__.py rename to src/dimensionality_reduction/__init__.py diff --git a/code/dimensionality_reduction/reduce_dimensionality.py b/src/dimensionality_reduction/reduce_dimensionality.py similarity index 100% rename from code/dimensionality_reduction/reduce_dimensionality.py rename to src/dimensionality_reduction/reduce_dimensionality.py diff --git a/code/examples.py b/src/examples.py similarity index 100% rename from code/examples.py rename to src/examples.py diff --git a/src/feature_extraction.sh b/src/feature_extraction.sh new file mode 100755 index 00000000..a1f6d6f4 --- /dev/null +++ b/src/feature_extraction.sh @@ -0,0 +1,14 @@ +#!/bin/bash + +# create directory if not yet existing +mkdir -p data/feature_extraction/ + +# run feature extraction on training set (may need to fit extractors) +echo " training set" +python -m src.feature_extraction.extract_features data/preprocessing/split/training.csv data/feature_extraction/training.pickle -e data/feature_extraction/pipeline.pickle --char_length + +# run feature extraction on validation set and test set (with pre-fit extractors) +echo " validation set" +python -m src.feature_extraction.extract_features data/preprocessing/split/validation.csv data/feature_extraction/validation.pickle -i data/feature_extraction/pipeline.pickle +echo " test set" +python -m src.feature_extraction.extract_features data/preprocessing/split/test.csv data/feature_extraction/test.pickle -i data/feature_extraction/pipeline.pickle \ No newline at end of file diff --git a/code/feature_extraction/__init__.py b/src/feature_extraction/__init__.py similarity index 100% rename from code/feature_extraction/__init__.py rename to src/feature_extraction/__init__.py diff --git a/code/feature_extraction/bigrams.py b/src/feature_extraction/bigrams.py similarity index 88% rename from code/feature_extraction/bigrams.py rename to src/feature_extraction/bigrams.py index 6c0c4b3a..f7be51ec 100644 --- a/code/feature_extraction/bigrams.py +++ b/src/feature_extraction/bigrams.py @@ -8,7 +8,7 @@ import ast import nltk -from code.feature_extraction.feature_extractor import FeatureExtractor +from src.feature_extraction.feature_extractor import FeatureExtractor class BigramFeature(FeatureExtractor): diff --git a/code/feature_extraction/character_length.py b/src/feature_extraction/character_length.py similarity index 90% rename from code/feature_extraction/character_length.py rename to src/feature_extraction/character_length.py index 30436141..63680291 100644 --- a/code/feature_extraction/character_length.py +++ b/src/feature_extraction/character_length.py @@ -5,7 +5,7 @@ """ import numpy as np -from code.feature_extraction.feature_extractor import FeatureExtractor +from src.feature_extraction.feature_extractor import FeatureExtractor # class for extracting the character-based length as a feature class CharacterLength(FeatureExtractor): diff --git a/code/feature_extraction/extract_features.py b/src/feature_extraction/extract_features.py similarity index 92% rename from code/feature_extraction/extract_features.py rename to src/feature_extraction/extract_features.py index 36763207..c0e217c1 100644 --- a/code/feature_extraction/extract_features.py +++ b/src/feature_extraction/extract_features.py @@ -7,9 +7,9 @@ import argparse, csv, pickle import pandas as pd import numpy as np -from code.feature_extraction.character_length import CharacterLength -from code.feature_extraction.feature_collector import FeatureCollector -from code.util import COLUMN_TWEET, COLUMN_LABEL +from src.feature_extraction.character_length import CharacterLength +from src.feature_extraction.feature_collector import FeatureCollector +from src.util import COLUMN_TWEET, COLUMN_LABEL def main(): diff --git a/code/feature_extraction/feature_collector.py b/src/feature_extraction/feature_collector.py similarity index 95% rename from code/feature_extraction/feature_collector.py rename to src/feature_extraction/feature_collector.py index 1cce3826..ecb00183 100644 --- a/code/feature_extraction/feature_collector.py +++ b/src/feature_extraction/feature_collector.py @@ -5,7 +5,7 @@ """ import numpy as np -from code.feature_extraction.feature_extractor import FeatureExtractor +from src.feature_extraction.feature_extractor import FeatureExtractor # extend FeatureExtractor for the sake of simplicity class FeatureCollector(FeatureExtractor): diff --git a/code/feature_extraction/feature_extractor.py b/src/feature_extraction/feature_extractor.py similarity index 100% rename from code/feature_extraction/feature_extractor.py rename to src/feature_extraction/feature_extractor.py diff --git a/code/feature_extraction/test/__init__.py b/src/feature_extraction/test/__init__.py similarity index 100% rename from code/feature_extraction/test/__init__.py rename to src/feature_extraction/test/__init__.py diff --git a/code/feature_extraction/test/bigrams_test.py b/src/feature_extraction/test/bigrams_test.py similarity index 95% rename from code/feature_extraction/test/bigrams_test.py rename to src/feature_extraction/test/bigrams_test.py index 29abfdae..5d062578 100644 --- a/code/feature_extraction/test/bigrams_test.py +++ b/src/feature_extraction/test/bigrams_test.py @@ -9,7 +9,7 @@ import unittest import pandas as pd import nltk -from code.feature_extraction.bigrams import BigramFeature +from src.feature_extraction.bigrams import BigramFeature class BigramFeatureTest(unittest.TestCase): diff --git a/code/load_data.sh b/src/load_data.sh similarity index 100% rename from code/load_data.sh rename to src/load_data.sh diff --git a/code/load_nltk_data.sh b/src/load_nltk_data.sh similarity index 100% rename from code/load_nltk_data.sh rename to src/load_nltk_data.sh diff --git a/code/pipeline.sh b/src/pipeline.sh similarity index 60% rename from code/pipeline.sh rename to src/pipeline.sh index 13a24fb1..691bef9b 100755 --- a/code/pipeline.sh +++ b/src/pipeline.sh @@ -2,10 +2,10 @@ # overall pipeline for the ML experiments echo "preprocessing" -code/preprocessing.sh +src/preprocessing.sh echo "feature extraction" -code/feature_extraction.sh +src/feature_extraction.sh echo "dimensionality reduction" -code/dimensionality_reduction.sh +src/dimensionality_reduction.sh echo "classification" -code/classification.sh \ No newline at end of file +src/classification.sh \ No newline at end of file diff --git a/src/preprocessing.sh b/src/preprocessing.sh new file mode 100755 index 00000000..93037282 --- /dev/null +++ b/src/preprocessing.sh @@ -0,0 +1,16 @@ +#!/bin/bash + +# create directory if not yet existing +mkdir -p data/preprocessing/split/ + +# add labels +echo " creating labels" +python -m src.preprocessing.create_labels data/raw/ data/preprocessing/labeled.csv + +# other preprocessing (removing punctuation etc.) +echo " general preprocessing" +python -m src.preprocessing.run_preprocessing data/preprocessing/labeled.csv data/preprocessing/preprocessed.csv --punctuation --tokenize --other -e data/preprocessing/pipeline.pickle + +# split the data set +echo " splitting the data set" +python -m src.preprocessing.split_data data/preprocessing/preprocessed.csv data/preprocessing/split/ -s 42 \ No newline at end of file diff --git a/code/preprocessing/__init__.py b/src/preprocessing/__init__.py similarity index 100% rename from code/preprocessing/__init__.py rename to src/preprocessing/__init__.py diff --git a/code/preprocessing/create_labels.py b/src/preprocessing/create_labels.py similarity index 96% rename from code/preprocessing/create_labels.py rename to src/preprocessing/create_labels.py index 9bab0e13..e2fad41f 100644 --- a/code/preprocessing/create_labels.py +++ b/src/preprocessing/create_labels.py @@ -7,7 +7,7 @@ import os, argparse, csv import pandas as pd -from code.util import COLUMN_LIKES, COLUMN_RETWEETS, COLUMN_LABEL +from src.util import COLUMN_LIKES, COLUMN_RETWEETS, COLUMN_LABEL def main(): diff --git a/code/preprocessing/preprocessor.py b/src/preprocessing/preprocessor.py similarity index 100% rename from code/preprocessing/preprocessor.py rename to src/preprocessing/preprocessor.py diff --git a/code/preprocessing/preprocessors/__init__.py b/src/preprocessing/preprocessors/__init__.py similarity index 100% rename from code/preprocessing/preprocessors/__init__.py rename to src/preprocessing/preprocessors/__init__.py diff --git a/code/preprocessing/preprocessors/column_dropper.py b/src/preprocessing/preprocessors/column_dropper.py similarity index 100% rename from code/preprocessing/preprocessors/column_dropper.py rename to src/preprocessing/preprocessors/column_dropper.py diff --git a/code/preprocessing/preprocessors/mentions_counter.py b/src/preprocessing/preprocessors/mentions_counter.py similarity index 82% rename from code/preprocessing/preprocessors/mentions_counter.py rename to src/preprocessing/preprocessors/mentions_counter.py index 2456992b..167e9d2f 100644 --- a/code/preprocessing/preprocessors/mentions_counter.py +++ b/src/preprocessing/preprocessors/mentions_counter.py @@ -6,8 +6,8 @@ """ from ast import literal_eval -from code.preprocessing.preprocessor import Preprocessor -from code.util import COLUMN_MENTIONS, COLUMN_MENTIONS_COUNT +from src.preprocessing.preprocessor import Preprocessor +from src.util import COLUMN_MENTIONS, COLUMN_MENTIONS_COUNT class MentionsCounter(Preprocessor): diff --git a/code/preprocessing/preprocessors/non_english_remover.py b/src/preprocessing/preprocessors/non_english_remover.py similarity index 100% rename from code/preprocessing/preprocessors/non_english_remover.py rename to src/preprocessing/preprocessors/non_english_remover.py diff --git a/code/preprocessing/punctuation_remover.py b/src/preprocessing/punctuation_remover.py similarity index 88% rename from code/preprocessing/punctuation_remover.py rename to src/preprocessing/punctuation_remover.py index 569d3261..2359e9a9 100644 --- a/code/preprocessing/punctuation_remover.py +++ b/src/preprocessing/punctuation_remover.py @@ -5,8 +5,8 @@ """ import string -from code.preprocessing.preprocessor import Preprocessor -from code.util import COLUMN_TWEET, COLUMN_PUNCTUATION +from src.preprocessing.preprocessor import Preprocessor +from src.util import COLUMN_TWEET, COLUMN_PUNCTUATION # removes punctuation from the original tweet # inspired by https://stackoverflow.com/a/45600350 diff --git a/code/preprocessing/run_preprocessing.py b/src/preprocessing/run_preprocessing.py similarity index 86% rename from code/preprocessing/run_preprocessing.py rename to src/preprocessing/run_preprocessing.py index 8d7b2747..1875d3fa 100644 --- a/code/preprocessing/run_preprocessing.py +++ b/src/preprocessing/run_preprocessing.py @@ -7,12 +7,12 @@ import argparse, csv, pickle import pandas as pd from sklearn.pipeline import make_pipeline -from code.preprocessing.preprocessors.column_dropper import ColumnDropper -from code.preprocessing.preprocessors.mentions_counter import MentionsCounter -from code.preprocessing.preprocessors.non_english_remover import NonEnglishRemover -from code.preprocessing.punctuation_remover import PunctuationRemover -from code.preprocessing.tokenizer import Tokenizer -from code.util import COLUMN_MENTIONS, COLUMN_TWEET, SUFFIX_TOKENIZED +from src.preprocessing.preprocessors.column_dropper import ColumnDropper +from src.preprocessing.preprocessors.mentions_counter import MentionsCounter +from src.preprocessing.preprocessors.non_english_remover import NonEnglishRemover +from src.preprocessing.punctuation_remover import PunctuationRemover +from src.preprocessing.tokenizer import Tokenizer +from src.util import COLUMN_MENTIONS, COLUMN_TWEET, SUFFIX_TOKENIZED def main(): diff --git a/code/preprocessing/split_data.py b/src/preprocessing/split_data.py similarity index 98% rename from code/preprocessing/split_data.py rename to src/preprocessing/split_data.py index 59a1e7d3..a286045a 100644 --- a/code/preprocessing/split_data.py +++ b/src/preprocessing/split_data.py @@ -7,7 +7,7 @@ import os, argparse, csv import pandas as pd from sklearn.model_selection import train_test_split -from code.util import COLUMN_LABEL +from src.util import COLUMN_LABEL def main(): diff --git a/code/preprocessing/test/__init__.py b/src/preprocessing/test/__init__.py similarity index 100% rename from code/preprocessing/test/__init__.py rename to src/preprocessing/test/__init__.py diff --git a/code/preprocessing/test/tokenizer_test.py b/src/preprocessing/test/tokenizer_test.py similarity index 94% rename from code/preprocessing/test/tokenizer_test.py rename to src/preprocessing/test/tokenizer_test.py index 2abc69a1..1bec1b68 100644 --- a/code/preprocessing/test/tokenizer_test.py +++ b/src/preprocessing/test/tokenizer_test.py @@ -8,8 +8,8 @@ import unittest import pandas as pd -from code.preprocessing.tokenizer import Tokenizer -from code.util import fm +from src.preprocessing.tokenizer import Tokenizer +from src.util import fm class TokenizerTest(unittest.TestCase): diff --git a/code/preprocessing/tokenizer.py b/src/preprocessing/tokenizer.py similarity index 94% rename from code/preprocessing/tokenizer.py rename to src/preprocessing/tokenizer.py index 94191502..e9940561 100644 --- a/code/preprocessing/tokenizer.py +++ b/src/preprocessing/tokenizer.py @@ -8,7 +8,7 @@ @author: lbechberger """ -from code.preprocessing.preprocessor import Preprocessor +from src.preprocessing.preprocessor import Preprocessor import nltk class Tokenizer(Preprocessor): diff --git a/code/setup.sh b/src/setup.sh similarity index 100% rename from code/setup.sh rename to src/setup.sh diff --git a/code/util.py b/src/util.py similarity index 100% rename from code/util.py rename to src/util.py From 00c91bea84ec4f4c45dfc8a67e7140a6cf485251 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 19 Oct 2021 22:49:47 +0200 Subject: [PATCH 27/41] stores mlflow and pickle data --- .../meta.yaml | 15 +++++++++++++++ .../metrics/Accuracy | 1 + .../metrics/Cohen_kappa | 1 + .../metrics/F1-Score | 1 + .../metrics/Jaccard | 1 + .../metrics/Precision | 1 + .../metrics/Recall | 1 + .../params/classifier | 1 + .../params/dataset | 1 + .../0dca325660204063a9cbe6cf3dbe7178/params/k | 1 + .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 1 + .../tags/mlflow.source.type | 1 + .../tags/mlflow.user | 1 + .../meta.yaml | 15 +++++++++++++++ .../metrics/Accuracy | 1 + .../metrics/Cohen_kappa | 1 + .../metrics/F1-Score | 1 + .../metrics/Jaccard | 1 + .../metrics/Precision | 1 + .../metrics/Recall | 1 + .../params/classifier | 1 + .../params/dataset | 1 + .../58405f37f08844a9ad807e65296cc744/params/k | 1 + .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 1 + .../tags/mlflow.source.type | 1 + .../tags/mlflow.user | 1 + .../meta.yaml | 15 +++++++++++++++ .../metrics/Accuracy | 1 + .../params/classifier | 1 + .../params/dataset | 1 + .../71a00694433f44baafab4904499ff77e/params/k | 1 + .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 1 + .../tags/mlflow.source.type | 1 + .../tags/mlflow.user | 1 + .../meta.yaml | 15 +++++++++++++++ .../metrics/Accuracy | 1 + .../metrics/Cohen_kappa | 1 + .../metrics/F1-Score | 1 + .../metrics/Jaccard | 1 + .../metrics/Precision | 1 + .../metrics/Recall | 1 + .../params/classifier | 1 + .../params/dataset | 1 + .../e8ee73c8e05f4387843bfdc3d8766287/params/k | 1 + .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 1 + .../tags/mlflow.source.type | 1 + .../tags/mlflow.user | 1 + .../meta.yaml | 15 +++++++++++++++ .../metrics/Accuracy | 1 + .../metrics/Cohen_kappa | 1 + .../metrics/F1-Score | 1 + .../metrics/Jaccard | 1 + .../metrics/Precision | 1 + .../metrics/Recall | 1 + .../params/classifier | 1 + .../params/dataset | 1 + .../ea8d7460ffd54c2f9003cf144064c0fe/params/k | 1 + .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 1 + .../tags/mlflow.source.type | 1 + .../tags/mlflow.user | 1 + data/classification/mlflow/0/meta.yaml | 4 ++++ data/dimensionality_reduction/pipeline.pickle | Bin 412 -> 412 bytes data/dimensionality_reduction/test.pickle | Bin 62183 -> 510113 bytes data/dimensionality_reduction/training.pickle | Bin 185978 -> 1529781 bytes .../validation.pickle | Bin 62183 -> 510113 bytes data/feature_extraction/pipeline.pickle | Bin 278 -> 276 bytes data/feature_extraction/test.pickle | Bin 62230 -> 510160 bytes data/feature_extraction/training.pickle | Bin 186025 -> 1529828 bytes 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zOnh$2s;oGZ1||_JXAZIk>2Z^O`=>EoV-Ks>(eU#~O_)m(P8j-a9@jj5wIdUmlg^cu zM8nV56DJrrQQ-vknjcq8SpI*L=B=)OkB$qhd>W_6l&*YOMfLdj z*vzrXW1MlJ6;EU1lO9K942{jin5^Odg&I@2`pKh#A6RXGTrqJuYZXPKjMd1lexZrm zPvbNlIUI`sp3S1MbTiIWNjV-FyyQT7UA`TtGeO?Vt-kI`cfWBNup1MKCS9N>(tv*O`5 zjg9I3w>+$(Xcfl9#a1&oy2t>3jO<}KtUhRCf|Fe|Zuq#sa^8ST2FUSAzwv2Q&TT&Zvgx8y^)K`{%cl z9-H<&4`arzDracY!poyHN>5^%D})1s1LR6+OgQShF@nYkXbg@HO&}&b3dw}o|DPV0 zFJc|ICe55N(ay0sV-IVZJ(<5!e0ZYW4;?QbXW5X-P z);K;kF!nGuZw=E{EBL&J!AcWGcSQl5xZoXd480St9 z9=B!!bFz+sftBQHm9171bD}AD&yNF6nXv52#|ey-t;(6a%8K#vz)l`pF*M3qgOW+? zh!rr2KSAXr@2*K`g8aYvaTQ&ojNw09JpAV~r~konHFIXqSiI-%vv*uHW8v&QhW}#w l;r}}QrOVli_nJL>@s6|R&e(my>_s~-o;&>CX6*UO{|jjEb!h+q From a07f531063b7ce83182c0226a382000c0df50b8d Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Tue, 19 Oct 2021 23:42:17 +0200 Subject: [PATCH 28/41] separates examples into corresponding files --- src/examples.py | 231 --------------------- src/examples/example_data_viz.py | 42 ++++ src/examples/example_dim_reduction.py | 74 +++++++ src/examples/example_feature_extraction.py | 89 ++++++++ src/examples/examples_parsing_with_ast.py | 17 ++ 5 files changed, 222 insertions(+), 231 deletions(-) delete mode 100644 src/examples.py create mode 100644 src/examples/example_data_viz.py create mode 100644 src/examples/example_dim_reduction.py create mode 100644 src/examples/example_feature_extraction.py create mode 100644 src/examples/examples_parsing_with_ast.py diff --git a/src/examples.py b/src/examples.py deleted file mode 100644 index ce54ac5c..00000000 --- a/src/examples.py +++ /dev/null @@ -1,231 +0,0 @@ -#!/usr/bin/env python3 -# -*- coding: utf-8 -*- -""" -Some examples for feature extraction -- parsing a double quoted list of strings -- tiny example for exploratory data visualizuation with pandas and matplotlib -- bigrams -- TF-IDF -- WordNet synonyms -- word embeddings from gensim word2vec-google-news-300 model -- one hot encoding of categorical data - - day and night are similar in nature, but on the opposite ends of the array) -""" - - -""" -string of list of strings to list of strings -""" -import csv -import ast - -df = pd.read_csv("data/preprocessing/preprocessed.csv", quoting=csv.QUOTE_NONNUMERIC, lineterminator="\n") -tokenized_string = df["tweet_tokenized"][0] -tokenized_list = ast.literal_eval(tokenized_string) - - - -############################################################################### -######################## DATA VISUALIZATION ############################## -############################################################################### - -# plotting with pandas -import csv -import pandas as pd - -df = pd.read_csv("data/preprocessing/preprocessed.csv", quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") - -df["language"].value_counts().plot(kind = 'bar') -df["language"].value_counts().plot(kind = 'bar', logy = True) - -df["date"] = df["date"].astype("datetime64") -df["label"].groupby(df["date"].dt.month).count().plot(kind = 'bar') - - -# plotting with matplotlib -import pickle -from matplotlib import pyplot as plt -import numpy as np - -with open("data/feature_extraction/training.pickle", "rb") as f_in: - data = pickle.load(f_in) - -features = data["features"] -labels = data["labels"] - -plt.hist(features) -plt.hist(features, range = [0,400]) - -pos = features[labels] -neg_index = np.array([not x for x in labels]) -neg = features[neg_index] - -bins = [0, 50, 100, 150, 200, 250, 300, 350, 400] - -plt.hist(pos, bins = bins) -plt.hist(neg, bins = bins) - -############################################################################### -######################## FEATURE EXTRACTION ############################## -############################################################################### - -# bigrams -import nltk -import string - -text = "John Wilkes Booth shot Abraham Lincoln. Abraham Lincoln was not shot inside the White House." -tokens = nltk.word_tokenize(text) -tokens = [token for token in tokens if token not in string.punctuation] - -bigrams = nltk.bigrams(tokens) -freq_dist = nltk.FreqDist(bigrams) -freq_list = [] -for bigram, freq in freq_dist.items(): - freq_list.append([bigram, freq]) -freq_list.sort(key = lambda x: x[1], reverse = True) -for i in range(len(freq_list)): - print(freq_list[i]) - - -# tf-idf -from sklearn.feature_extraction.text import TfidfVectorizer -from sklearn.metrics.pairwise import cosine_similarity - -tweets = df["tweet"][:100] -vectorizer = TfidfVectorizer() -tf_idf_vectors = vectorizer.fit_transform(tweets).todense() - -print(tf_idf_vectors.shape) -print(vectorizer.get_feature_names()[142:145]) -print(tf_idf_vectors[66:71, 142:145]) - -tf_idf_similarities = cosine_similarity(tf_idf_vectors) -print(tf_idf_similarities[:5,:5]) - - -# NER -text = "John Wilkes Booth shot Abraham Lincoln. Abraham Lincoln was not shot inside the White House." -sentences = nltk.sent_tokenize(text) -for sentence in sentences: - words = nltk.word_tokenize(sentence) - pos_tagged = nltk.pos_tag(words) - ne_chunked = nltk.ne_chunk(pos_tagged) - print(ne_chunked) - - -# WordNet -dog_synsets = nltk.corpus.wordnet.synsets('dog') -for syn in dog_synsets: - words = [str(lemma.name()) for lemma in syn.lemmas()] - print(syn, words, syn.definition(), syn.hypernyms()) - print("") - - -# word2vec -import gensim.downloader as api - -embeddings = api.load('word2vec-google-news-300') -pairs = [('car', 'minivan'), ('car', 'airplane'), ('car', 'cereal')] - -for w1, w2 in pairs: - print("{0} - {1}: {2}".format(w1, w2, embeddings.similarity(w1, w2))) - -dog_vector = embeddings['dog'] - - -# one hot encoding -from sklearn.preprocessing import OneHotEncoder -import numpy as np - -features = np.array([["morning"], ["afternoon"], ["evening"], ["night"], ["afternoon"]]) -encoder = OneHotEncoder(sparse = False) -encoder.fit(features) -encoder.transform(features) - - -############################################################################### -##################### DIMENSIONALITY REDUCTION ########################### -############################################################################### - -from sklearn.datasets import load_breast_cancer -from sklearn.decomposition import PCA -from sklearn.linear_model import LogisticRegression -from sklearn.feature_selection import RFE, SelectKBest, mutual_info_classif, SelectFromModel -from sklearn.ensemble import RandomForestClassifier -import numpy as np - -data_set = load_breast_cancer() -X = data_set.data -y = data_set.target -print("Data Set: ", X.shape, y.shape) -print("Combinatorics of binary feature values:", 2**30) - - -# PCA -print("\nPCA") -print('---') -pca = PCA(random_state = 42) -pca.fit(X) -print("explained variance (percentage): ", pca.explained_variance_ratio_) -print('most important component: ', pca.components_[0]) -pca_transformed = pca.transform(X) -pca_transformed = pca_transformed[:,0:1] -print("after transformation: ", pca_transformed.shape, y.shape) -print("Compare: ", X[0], pca_transformed[0]) - - -# wrapper -print("\nWrapper") -print("-------") - -model = LogisticRegression(random_state = 42, max_iter = 10000) -rfe = RFE(model, n_features_to_select = 2) -rfe.fit(X,y) -print("Feature ranking according to RFE/LogReg:", rfe.ranking_) -index_of_first = np.where(rfe.ranking_ == 1)[0][0] -index_of_second = np.where(rfe.ranking_ == 2)[0][0] -print("Two most promising features: ", index_of_first, index_of_second) -wrapper_transformed = rfe.transform(X) -print("After transformation: ", wrapper_transformed.shape, y.shape) -print("compare: ", X[0], wrapper_transformed[0]) - - -# Filter -print("\n Filter") -print("------") -skb = SelectKBest(score_func = mutual_info_classif, k = 3) -skb.fit(X,y) -print("Feature scores according to MI: ", skb.scores_) -filter_transformed = skb.transform(X) -print("After transformation: ", filter_transformed.shape, y.shape) -print("Compare: ", X[0], filter_transformed[0]) - - - -# Embedded -print("\nEmbedded") -print("--------") -rf = RandomForestClassifier(n_estimators = 10, random_state=42) -rf.fit(X,y) -print("Feature imporance according to RF: ", rf.feature_importances_) -sfm = SelectFromModel(rf, threshold = 0.1, prefit = True) -embedded_transformed = sfm.transform(X) -print("After transformation: ", embedded_transformed.shape, y.shape) -print("Compare: ", X[0], embedded_transformed[0]) - - - - - - - - - - - - - - - - - diff --git a/src/examples/example_data_viz.py b/src/examples/example_data_viz.py new file mode 100644 index 00000000..d9d6aae9 --- /dev/null +++ b/src/examples/example_data_viz.py @@ -0,0 +1,42 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- + +""" +Example: exploratory data visualizuation with pandas and matplotlib +""" + +# plotting with pandas +import csv +import pandas as pd + +df = pd.read_csv("data/preprocessing/preprocessed.csv", quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + +df["language"].value_counts().plot(kind = 'bar') +df["language"].value_counts().plot(kind = 'bar', logy = True) + +df["date"] = df["date"].astype("datetime64") +df["label"].groupby(df["date"].dt.month).count().plot(kind = 'bar') + + +# plotting with matplotlib +import pickle +from matplotlib import pyplot as plt +import numpy as np + +with open("data/feature_extraction/training.pickle", "rb") as f_in: + data = pickle.load(f_in) + +features = data["features"] +labels = data["labels"] + +plt.hist(features) +plt.hist(features, range = [0,400]) + +pos = features[labels] +neg_index = np.array([not x for x in labels]) +neg = features[neg_index] + +bins = [0, 50, 100, 150, 200, 250, 300, 350, 400] + +plt.hist(pos, bins = bins) +plt.hist(neg, bins = bins) diff --git a/src/examples/example_dim_reduction.py b/src/examples/example_dim_reduction.py new file mode 100644 index 00000000..8c739bb2 --- /dev/null +++ b/src/examples/example_dim_reduction.py @@ -0,0 +1,74 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Examples for different kinds of dimensionality reduction +""" + +from sklearn.datasets import load_breast_cancer +from sklearn.decomposition import PCA +from sklearn.linear_model import LogisticRegression +from sklearn.feature_selection import RFE, SelectKBest, mutual_info_classif, SelectFromModel +from sklearn.ensemble import RandomForestClassifier +import numpy as np + +data_set = load_breast_cancer() +X = data_set.data +y = data_set.target +print("Data Set: ", X.shape, y.shape) +print("Combinatorics of binary feature values:", 2**30) + + +# PCA +print("\nPCA") +print('---') +pca = PCA(random_state = 42) +pca.fit(X) +print("explained variance (percentage): ", pca.explained_variance_ratio_) +print('most important component: ', pca.components_[0]) +pca_transformed = pca.transform(X) +pca_transformed = pca_transformed[:,0:1] +print("after transformation: ", pca_transformed.shape, y.shape) +print("Compare: ", X[0], pca_transformed[0]) + + +# wrapper +print("\nWrapper") +print("-------") + +model = LogisticRegression(random_state = 42, max_iter = 10000) +rfe = RFE(model, n_features_to_select = 2) +rfe.fit(X,y) +print("Feature ranking according to RFE/LogReg:", rfe.ranking_) +index_of_first = np.where(rfe.ranking_ == 1)[0][0] +index_of_second = np.where(rfe.ranking_ == 2)[0][0] +print("Two most promising features: ", index_of_first, index_of_second) +wrapper_transformed = rfe.transform(X) +# or alternatively this does the same?? +# wrapper_transformed = features[:,[index_of_first,index_of_second]] +# the line was in the preparatory dimensionalityReduction branch of lbechberger +print("After transformation: ", wrapper_transformed.shape, y.shape) +print("compare: ", X[0], wrapper_transformed[0]) + + +# Filter +print("\n Filter") +print("------") +# mutual information (related to entropy and information gain when comparing data) +skb = SelectKBest(score_func = mutual_info_classif, k = 3) +skb.fit(X,y) +print("Feature scores according to MI: ", skb.scores_) +filter_transformed = skb.transform(X) +print("After transformation: ", filter_transformed.shape, y.shape) +print("Compare: ", X[0], filter_transformed[0]) + + +# Embedded +print("\nEmbedded") +print("--------") +rf = RandomForestClassifier(n_estimators = 10, random_state=42) +rf.fit(X,y) +print("Feature importance according to RF: ", rf.feature_importances_) +sfm = SelectFromModel(rf, threshold = 0.1, prefit = True) +embedded_transformed = sfm.transform(X) +print("After transformation: ", embedded_transformed.shape, y.shape) +print("Compare: ", X[0], embedded_transformed[0]) diff --git a/src/examples/example_feature_extraction.py b/src/examples/example_feature_extraction.py new file mode 100644 index 00000000..52ff25c4 --- /dev/null +++ b/src/examples/example_feature_extraction.py @@ -0,0 +1,89 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- + +""" +Some examples for feature extraction: +- bigrams +- TF-IDF +- WordNet synonyms +- word embeddings from gensim word2vec-google-news-300 model +- one hot encoding of categorical data + - day and night are similar in nature, but on the opposite ends of the array) +""" + +# bigrams +import nltk +import string +import csv +import pandas as pd + +df = pd.read_csv("data/preprocessing/preprocessed.csv", quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n") + +text = "John Wilkes Booth shot Abraham Lincoln. Abraham Lincoln was not shot inside the White House." +tokens = nltk.word_tokenize(text) +tokens = [token for token in tokens if token not in string.punctuation] + +bigrams = nltk.bigrams(tokens) +freq_dist = nltk.FreqDist(bigrams) +freq_list = [] +for bigram, freq in freq_dist.items(): + freq_list.append([bigram, freq]) +freq_list.sort(key = lambda x: x[1], reverse = True) +for i in range(len(freq_list)): + print(freq_list[i]) + + +# tf-idf +from sklearn.feature_extraction.text import TfidfVectorizer +from sklearn.metrics.pairwise import cosine_similarity + +tweets = df["tweet"][:100] +vectorizer = TfidfVectorizer() +tf_idf_vectors = vectorizer.fit_transform(tweets).todense() + +print(tf_idf_vectors.shape) +print(vectorizer.get_feature_names()[142:145]) +print(tf_idf_vectors[66:71, 142:145]) + +tf_idf_similarities = cosine_similarity(tf_idf_vectors) +print(tf_idf_similarities[:5,:5]) + + +# NER +text = "John Wilkes Booth shot Abraham Lincoln. Abraham Lincoln was not shot inside the White House." +sentences = nltk.sent_tokenize(text) +for sentence in sentences: + words = nltk.word_tokenize(sentence) + pos_tagged = nltk.pos_tag(words) + ne_chunked = nltk.ne_chunk(pos_tagged) + print(ne_chunked) + + +# WordNet +dog_synsets = nltk.corpus.wordnet.synsets('dog') +for syn in dog_synsets: + words = [str(lemma.name()) for lemma in syn.lemmas()] + print(syn, words, syn.definition(), syn.hypernyms()) + print("") + + +# word2vec +import gensim.downloader as api + +embeddings = api.load('word2vec-google-news-300') +pairs = [('car', 'minivan'), ('car', 'airplane'), ('car', 'cereal')] + +for w1, w2 in pairs: + print("{0} - {1}: {2}".format(w1, w2, embeddings.similarity(w1, w2))) + +dog_vector = embeddings['dog'] + + +# one hot encoding +from sklearn.preprocessing import OneHotEncoder +import numpy as np + +features = np.array([["morning"], ["afternoon"], ["evening"], ["night"], ["afternoon"]]) +encoder = OneHotEncoder(sparse = False) +encoder.fit(features) +encoder.transform(features) diff --git a/src/examples/examples_parsing_with_ast.py b/src/examples/examples_parsing_with_ast.py new file mode 100644 index 00000000..11b3e4f7 --- /dev/null +++ b/src/examples/examples_parsing_with_ast.py @@ -0,0 +1,17 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +Example: parsing a double quoted list of strings +""" + +""" +string wrapping around a list of strings parsed to a list of strings +""" + +import csv +import ast +import pandas as pd + +df = pd.read_csv("data/preprocessing/preprocessed.csv", quoting=csv.QUOTE_NONNUMERIC, lineterminator="\n") +tokenized_string = df["tweet_tokenized"][0] +tokenized_list = ast.literal_eval(tokenized_string) \ No newline at end of file From 6c860e8941d687fa881c5e72f7b9c0c465bba86d Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Fri, 22 Oct 2021 14:52:48 +0200 Subject: [PATCH 29/41] adds randomforest classifier --- README.md | 8 +++++++- src/classification.sh | 8 +++++++- src/classification/run_classifier.py | 24 ++++++++++++++++------ src/feature_extraction/extract_features.py | 2 ++ src/preprocessing/create_labels.py | 2 +- 5 files changed, 35 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 2089da2d..621d1d3f 100644 --- a/README.md +++ b/README.md @@ -196,4 +196,10 @@ python -m debugpy --wait-for-client --listen 5678 .\src\feature_extraction\test\ ... ``` -3. Start the attach debug configuration via the VS Code UI ([F5] key or `Run`/`Run and Debug` menu) \ No newline at end of file +3. Start the attach debug configuration via the VS Code UI ([F5] key or `Run`/`Run and Debug` menu) + +## Running MlFlow + +``` +mlflow ui --backend-store-uri data/classification/mlflow +``` \ No newline at end of file diff --git a/src/classification.sh b/src/classification.sh index bef536a0..66ca39d9 100755 --- a/src/classification.sh +++ b/src/classification.sh @@ -4,8 +4,14 @@ mkdir -p data/classification/ # run feature extraction on training set (may need to fit extractors) + # echo " training set" -python -m src.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --classifier stratified --metrics all + +# uncomment one of these lines to train a specific classifier +python -m src.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --knn 1 --metrics all +# python -m src.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --randomforest 10 --metrics all +# python -m src.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --dummyclassifier stratified --metrics all +# python -m src.classification.run_classifier data/dimensionality_reduction/training.pickle -e data/classification/classifier.pickle -s 42 --dummyclassifier most_frequent --metrics all # run feature extraction on validation set (with pre-fit extractors) # echo " validation set" diff --git a/src/classification/run_classifier.py b/src/classification/run_classifier.py index f2e5fb78..e65ed551 100644 --- a/src/classification/run_classifier.py +++ b/src/classification/run_classifier.py @@ -11,6 +11,7 @@ from sklearn.dummy import DummyClassifier from sklearn.preprocessing import StandardScaler from sklearn.neighbors import KNeighborsClassifier +from sklearn.ensemble import RandomForestClassifier from sklearn.pipeline import make_pipeline from mlflow import log_metric, log_param, set_tracking_uri @@ -30,10 +31,14 @@ def main(): parser.add_argument("-s", '--seed', type = int, help = "seed for the random number generator", default = None) parser.add_argument("-e", "--export_file", help = "export the trained classifier to the given location", default = None) parser.add_argument("-i", "--import_file", help = "import a trained classifier from the given location", default = None) - parser.add_argument("-d", '--dummyclassifier', choices=['most_frequent', 'stratified']) + + parser.add_argument("-d", '--dummyclassifier', choices=["most_frequent", "stratified"], default=None) parser.add_argument("--knn", type = int, help = "k nearest neighbor classifier with the specified value of k", default = None) - metrics_choices = ['none', 'all', METR_ACC, METR_KAPPA, METR_PREC, METR_REC, METR_F1, METR_JAC] - parser.add_argument("-m", '--metrics', choices=metrics_choices, default='none') + parser.add_argument("-r", "--randomforest", type = int, help = "Random Forest classifier with the specified number of estimators (trees)", default = None) + + metrics_choices = ["none", "all", METR_ACC, METR_KAPPA, METR_PREC, METR_REC, METR_F1, METR_JAC] + parser.add_argument("-m", "--metrics", choices=metrics_choices, default="none") + parser.add_argument("--log_folder", help = "where to log the mlflow results", default = "data/classification/mlflow") args = parser.parse_args() @@ -57,20 +62,27 @@ def main(): else: # manually set up a classifier - if args.classifier == "most_frequent": + if args.dummyclassifier == "most_frequent": # majority vote classifier print(" always most_frequent label (Dummy Classifier)") log_param("classifier", "most_frequent") params = {"classifier": "most_frequent"} classifier = DummyClassifier(strategy = "most_frequent", random_state = args.seed) - elif args.classifier == "stratified": + elif args.dummyclassifier == "stratified": # label frequency classifier print(" label frequency classifier") log_param("classifier", "stratified") params = {"classifier": "stratified"} classifier = DummyClassifier(strategy = "stratified", random_state = args.seed) - + + elif args.randomforest is not None: + print(" random forest classifier") + log_param("classifier", "randomforest") + log_param("n", args.randomforest) + params = {"classifier": "randomforest", "n": args.randomforest} + classifier = RandomForestClassifier(n_estimators = args.randomforest, random_state = args.seed) + elif args.knn is not None: print(" {0} nearest neighbor classifier".format(args.knn)) log_param("classifier", "knn") diff --git a/src/feature_extraction/extract_features.py b/src/feature_extraction/extract_features.py index dfdb5834..67ea4890 100644 --- a/src/feature_extraction/extract_features.py +++ b/src/feature_extraction/extract_features.py @@ -55,6 +55,8 @@ def main(): label_array = np.array(df[COLUMN_LABEL]) label_array = label_array.reshape(-1, 1) + # print("features\n ---\n", feature_array) + # store the results results = {"features": feature_array, "labels": label_array, "feature_names": feature_collector.get_feature_names()} diff --git a/src/preprocessing/create_labels.py b/src/preprocessing/create_labels.py index 8194d060..881452a3 100644 --- a/src/preprocessing/create_labels.py +++ b/src/preprocessing/create_labels.py @@ -29,7 +29,7 @@ def main(): dfs.append(pd.read_csv(file_path, quoting = csv.QUOTE_NONNUMERIC, lineterminator = "\n", dtype={"quote_url": str, "place": str, "tweet": str, "language": str})) # join all data into a single DataFrame - df = dfs[0] #pd.concat(dfs) + df = pd.concat(dfs) # compute new column "label" based on likes and retweets df[COLUMN_LABEL] = (args.likes_weight * df[COLUMN_LIKES] + args.retweet_weight * df[COLUMN_RETWEETS]) > args.threshold From 2227e8332db934a73ad0041619cc72ae234b3a94 Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Fri, 22 Oct 2021 14:54:08 +0200 Subject: [PATCH 30/41] disables dimensionality reduction we currently have only three features. Therefore, all features are used --- src/dimensionality_reduction.sh | 2 +- src/dimensionality_reduction/reduce_dimensionality.py | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/src/dimensionality_reduction.sh b/src/dimensionality_reduction.sh index a796ad84..9ea2e334 100755 --- a/src/dimensionality_reduction.sh +++ b/src/dimensionality_reduction.sh @@ -5,7 +5,7 @@ mkdir -p data/dimensionality_reduction/ # run dimensionality reduction on training set to fit the parameters echo " training set" -python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/training.pickle data/dimensionality_reduction/training.pickle -e data/dimensionality_reduction/pipeline.pickle -m 1 --verbose +python -m src.dimensionality_reduction.reduce_dimensionality data/feature_extraction/training.pickle data/dimensionality_reduction/training.pickle -e data/dimensionality_reduction/pipeline.pickle -m 3 --verbose # run feature extraction on validation set and test set (with pre-fit parameters) echo " validation set" diff --git a/src/dimensionality_reduction/reduce_dimensionality.py b/src/dimensionality_reduction/reduce_dimensionality.py index 5059d4fe..561c1e99 100644 --- a/src/dimensionality_reduction/reduce_dimensionality.py +++ b/src/dimensionality_reduction/reduce_dimensionality.py @@ -36,7 +36,7 @@ def main(): if args.mutual_information is not None: # select K best based on Mutual Information - dim_red = SelectKBest(mutual_info_classif, k = args.mutual_information) + dim_red = SelectKBest(mutual_info_classif, k="all") # k = args.mutual_information) dim_red.fit(features, labels.ravel()) # resulting feature names based on support given by SelectKBest @@ -58,6 +58,8 @@ def get_feature_names(kbest, names): # apply the dimensionality reduction to the given features reduced_features = dim_red.transform(features) + # print("reduced_features \n --- \n ", reduced_features) + # store the results output_data = {"features": reduced_features, "labels": labels} From 46d98b452e684541234ef768c8710a689528350d Mon Sep 17 00:00:00 2001 From: Tobi Obeck <13554426+TobiObeck@users.noreply.github.com> Date: Fri, 22 Oct 2021 14:55:07 +0200 Subject: [PATCH 31/41] adds a classification run for all classifiers --- data/classification/classifier.pickle | Bin 4654847 -> 10854029 bytes .../meta.yaml | 15 --------------- .../metrics/Accuracy | 1 - .../metrics/Cohen_kappa | 1 - .../metrics/F1-Score | 1 - .../metrics/Jaccard | 1 - .../metrics/Precision | 1 - .../metrics/Recall | 1 - .../0dca325660204063a9cbe6cf3dbe7178/params/k | 1 - .../tags/mlflow.source.git.commit | 1 - .../meta.yaml | 15 +++++++++++++++ .../metrics/Accuracy | 1 + .../metrics/Cohen_kappa | 1 + .../metrics/F1-Score | 1 + .../metrics/Jaccard | 1 + .../metrics/Precision | 1 + .../metrics/Recall | 1 + .../params/classifier | 1 + .../params/dataset | 0 .../tags/mlflow.source.git.commit | 1 + .../tags/mlflow.source.name | 0 .../tags/mlflow.source.type | 0 .../tags/mlflow.user | 0 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