From efa6b3121b7073191cf63a294ff08ad42c2d090b Mon Sep 17 00:00:00 2001 From: sc0v0ne <56802572+sc0v0ne@users.noreply.github.com> Date: Sun, 19 Nov 2023 13:45:30 -0300 Subject: [PATCH] Improves pipeline (#19) * docs: update README * feat: update paths and step preprocess * feat: update init_train * feat: update main and query --- README.md | 27 ++++++++-- ...{Dockerfile.preprocess => Dockerfile.pipe} | 4 +- containers/Dockerfile.streamlit | 2 - pipe/clusters.py | 38 +++++++------ pipe/pipeline.py | 8 +-- pipe/preprocess.py | 50 ++++++++++-------- scripts/build.sh | 3 +- scripts/init_pipe.sh | 7 +-- src/components/query.py | 8 +-- src/data/final/dataset_titles_final.csv | 2 +- src/data/models/model_kmeans_20231119.pkl | Bin 0 -> 815151 bytes src/main.py | 6 +-- 12 files changed, 95 insertions(+), 60 deletions(-) rename containers/{Dockerfile.preprocess => Dockerfile.pipe} (79%) create mode 100644 src/data/models/model_kmeans_20231119.pkl diff --git a/README.md b/README.md index d071622..05469ae 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,31 @@ # Blueflix Streamlit -The idea of starting a project on [Streamlit](https://streamlit.io) came from wanting to study a new tool. With ease of streamlit provides for the development of projects is incredible. I had done a project in college of a jupyter notebook being for movie recommendations, after that I continued with [Kaggle](https://www.kaggle.com/code/sc0v1n0/k-means-recommend-movies-and-tv-shows-netflix). Wanting to learn Streamlit why not combine the two projects. So I developed this project to apply this knowledge. I hope to write an article about the development. For now I'm still in development, for new updates. +When I was in college I had developed a project with jupyter notebook, which consumes data from the [Netflix Prime Video Movies and TV Shows](https://www.kaggle.com/datasets/shivamb/netflix-shows) set. The idea was to use this set of data, clean, analyze and develop a stage where I could recommend movies and TV shows. -## Datasets: +I was very happy with the result. But I wanted more, I wanted to take this notebook and transfer it to an application where I could interact with the project. So create a personal project where I can use what I studied and learned over time. -- [Disney+ Movies and TV Shows](https://www.kaggle.com/datasets/shivamb/disney-movies-and-tv-shows) +But something was missing, which was how am I going to show this result of my project. During that time I discovered this tool [Streamlit](https://streamlit.io), ohhhhhhhhhh!!!!! Incredible !!! The flexibility I gained using it was very good and in addition to being able to deploy using their platform, this way I can show what I did. + +I want to thank **Kaggle - @shivamb**, for making the sets below available. In addition to the Netflix set, there are 3 more. + +- [Netflix Movies and TV Shows](https://www.kaggle.com/datasets/shivamb/netflix-shows) - [Hulu Movies and TV Shows](https://www.kaggle.com/datasets/shivamb/hulu-movies-and-tv-shows) - [Disney+ Movies and TV Shows](https://www.kaggle.com/datasets/shivamb/disney-movies-and-tv-shows) - [Amazon Prime Movies and TV Shows](https://www.kaggle.com/datasets/shivamb/amazon-prime-movies-and-tv-shows) + +From these 4 sets, the idea of creating a single one came up to be able to expand the data further, to be able to create more recommendations. Follow the link below. + +[4 Services Streaming Movies and Tv Shows](https://www.kaggle.com/datasets/sc0v1n0/4-services-streaming-movies-and-tv) + +If you want to understand the process more, I have a post and 4 more notebooks where I explain the notebook I created. + +- [Post - K-Means Recommend Movies and Tv Shows ](https://dev.to/sc0v0ne/k-means-recommend-movies-and-tv-shows-156m) +- [Hulu Notebook](https://www.kaggle.com/code/sc0v1n0/k-means-recommend-movies-and-tv-shows-hulu) +- [Amazon Notebook](https://www.kaggle.com/code/sc0v1n0/k-means-recommend-movies-and-tv-shows-amazon-prime) +- [Disney Notebook](https://www.kaggle.com/code/sc0v1n0/k-means-recommend-movies-and-tv-shows-disney) +- [Notebook Netflix](https://www.kaggle.com/code/sc0v1n0/k-means-recommend-movies-and-tv-shows-netflix) + + +## Conclusion + +This personal project is a dream that I am developing, I want to evolve it further with the skills I acquire along the way. I won't always be adding updates, because I have ideas of other projects that I want to evolve, but I won't stop paying attention. I hope that other developers understand my codes and that I can transfer what I learned in this time. I hope you enjoyed it. Please, if you could leave a like on my post or on my notebooks, I would really appreciate it, so I can know if you liked it. Thank you for reading this far. diff --git a/containers/Dockerfile.preprocess b/containers/Dockerfile.pipe similarity index 79% rename from containers/Dockerfile.preprocess rename to containers/Dockerfile.pipe index 05b7298..6d1d655 100644 --- a/containers/Dockerfile.preprocess +++ b/containers/Dockerfile.pipe @@ -1,6 +1,6 @@ FROM python:3.10 -WORKDIR /preprocess +WORKDIR /pipe RUN pip install --upgrade pip & \ pip install \ @@ -9,4 +9,4 @@ RUN pip install --upgrade pip & \ scikit-learn==1.3.0 \ joblib==1.3.2 -COPY pipe /preprocess \ No newline at end of file +COPY pipe /pipe \ No newline at end of file diff --git a/containers/Dockerfile.streamlit b/containers/Dockerfile.streamlit index c52225c..ea66c0a 100644 --- a/containers/Dockerfile.streamlit +++ b/containers/Dockerfile.streamlit @@ -9,8 +9,6 @@ RUN pip install --upgrade pip & \ WORKDIR /streamlit COPY /src /streamlit/src -#COPY /.streamlit /streamlit/.streamlit -#COPY /main.py /streamlit EXPOSE 7999 diff --git a/pipe/clusters.py b/pipe/clusters.py index 6037e24..8ac7fcc 100644 --- a/pipe/clusters.py +++ b/pipe/clusters.py @@ -5,33 +5,41 @@ from sklearn.cluster import KMeans -def init_train(path_input, data_train, all_data): - print('-' * 100) +def init_train(data_train, all_data): + + print('-' * 80) print('Initialize Train') - path_train = os.path.join(path_input, 'data', 'processed', data_train) + + PATTERN_PATH = os.path.join('/pipe', 'data',) + path_train = os.path.join(PATTERN_PATH, 'processed', data_train) X_train = np.array(pd.read_csv(path_train)) - kmeans_model = KMeans(n_clusters=277, random_state=123456) + kmeans_model = KMeans(n_clusters=277, random_state=123456, n_init='auto') y_clusters = kmeans_model.fit_predict(X_train) - + print('-' * 80) + print() print('Prepare new Dataframe') - path_dataset = os.path.join(path_input, 'data', 'processed', all_data) + path_dataset = os.path.join(PATTERN_PATH, 'processed', all_data) dataset = pd.read_csv(path_dataset) - dataset['clusters_genre_type'] = y_clusters - + dataset['clusters_gender'] = y_clusters + print('-' * 80) + print() print('Save outputs') - OUTPUT= os.path.join(path_input, 'data', 'final') - + OUTPUT= os.path.join(PATTERN_PATH, 'final') + if not os.path.exists(OUTPUT): os.mkdir(OUTPUT) - dataset.to_csv('data/final/dataset_titles_final.csv', index=False) + + path_dataset = os.path.join(OUTPUT, 'dataset_titles_final') + dataset.to_csv(f'{path_dataset}.csv', index=False) print('Sucefully data final') - - OUTPUT_MODEL = os.path.join(path_input, 'data', 'models') + OUTPUT_MODEL = os.path.join(PATTERN_PATH, 'models') if not os.path.exists(OUTPUT_MODEL): os.mkdir(OUTPUT_MODEL) - model_path = os.path.join(OUTPUT_MODEL, 'model_kmeans_20231118.pkl') - joblib.dump(kmeans_model, model_path) + model_path = os.path.join(OUTPUT_MODEL, 'model_kmeans_20231119') + joblib.dump(kmeans_model, f'{model_path}.pkl') + print('Sucefully Model') + print('-' * 80) diff --git a/pipe/pipeline.py b/pipe/pipeline.py index f8eba51..2277fa7 100644 --- a/pipe/pipeline.py +++ b/pipe/pipeline.py @@ -1,15 +1,15 @@ from preprocess import preprocess from clusters import init_train import sys -import os + + if __name__ == '__main__': NAME_INPUT_DIR = sys.argv[1] preprocess(NAME_INPUT_DIR) - - PATH_PROCESSED = os.path.join('/preprocess') + DATA_TRAIN = 'train_gender.csv' DATA_MOVIES_SERIES = 'data_titles_processed.csv' - init_train(PATH_PROCESSED, DATA_TRAIN, DATA_MOVIES_SERIES) \ No newline at end of file + init_train(DATA_TRAIN, DATA_MOVIES_SERIES) \ No newline at end of file diff --git a/pipe/preprocess.py b/pipe/preprocess.py index ab723df..0c5a4db 100644 --- a/pipe/preprocess.py +++ b/pipe/preprocess.py @@ -2,14 +2,21 @@ import pandas as pd -def preprocess(path_input): - PATTERN_PATH = os.path.join('/preprocess', 'data', path_input) - datasets_names = os.listdir(PATTERN_PATH) - print(datasets_names, flush=True) +def preprocess(input_dir): + + print('Initialize preprocess') + print('-' * 80) + + PATTERN_PATH = os.path.join('/pipe', 'data') + + path_data = os.path.join(PATTERN_PATH, input_dir) + datasets_names = os.listdir(path_data) + + print('Data name: ', datasets_names) all_data = [] for dir_ in datasets_names: - path_file_csv = os.path.join(PATTERN_PATH, dir_) + path_file_csv = os.path.join(path_data, dir_) read_pd = pd.read_csv(path_file_csv) read_pd['channel_streaming'] = dir_.split('_')[0] all_data.append(read_pd) @@ -41,28 +48,27 @@ def preprocess(path_input): data['gender_type'].apply(lambda x: x.upper()) for data in all_data: - print(data.shape, flush=True) + print('Shape data: ', data.shape) data_titles = pd.concat(all_data, axis=0) data_titles['gender_type'] = data_titles['gender_type'].str.lower() - df_split = data_titles['gender_type'].str.split(',', expand=True) df_split = df_split.fillna('-') - path_input + for x in df_split.columns: df_split[x] = df_split[x].apply(lambda i: i.strip()) - + group_dummies = [df_split[d] for d in df_split.columns] - + for x in group_dummies: - print(type(x)) - + print('Type dummies', type(x)) + group_dummies = [pd.get_dummies(d, dtype='int') for d in group_dummies] - print(len(group_dummies)) + print('Amount dummies:', len(group_dummies)) group_dummies = pd.concat(group_dummies, axis=1) @@ -71,16 +77,18 @@ def preprocess(path_input): group_dummies.drop(columns=['-'], axis=1, inplace=True) data_titles['title'] = data_titles['title'].apply(lambda x: x.lower()) - - - OUTPUT= os.path.join('/preprocess', 'data', 'processed') + + OUTPUT= os.path.join(PATTERN_PATH, 'processed') if not os.path.exists(OUTPUT): os.mkdir(OUTPUT) - data_titles.to_csv('/preprocess/data/processed/data_titles_processed.csv', index=False) - print('Sucefully Data Titles') - group_dummies.to_csv('/preprocess/data/processed/train_gender.csv', - index=False) + path_data_titles = os.path.join(OUTPUT, 'data_titles_processed') + data_titles.to_csv(f'{path_data_titles}.csv', index=False) + print('Sucefully Data Titles') + + path_data_dummies = os.path.join(OUTPUT, 'train_gender') + group_dummies.to_csv(f'{path_data_dummies}.csv', index=False) print('Sucefully group_dummies') - print('-' * 100) + + print('-' * 80) diff --git a/scripts/build.sh b/scripts/build.sh index 890a9c6..b462685 100644 --- a/scripts/build.sh +++ b/scripts/build.sh @@ -1,2 +1,3 @@ #!/bin/bash -docker build . -f ./containers/Dockerfile.streamlit -t streamlit_app:latest --rm \ No newline at end of file +docker build . -f ./containers/Dockerfile.streamlit \ + -t streamlit_app:latest --rm \ No newline at end of file diff --git a/scripts/init_pipe.sh b/scripts/init_pipe.sh index 81f206a..98da32e 100644 --- a/scripts/init_pipe.sh +++ b/scripts/init_pipe.sh @@ -2,8 +2,9 @@ NAME_INPUT_DIR=raw -docker build . -f containers/Dockerfile.preprocess -t container_preprocess +docker build . -f containers/Dockerfile.pipe \ + -t pipe_ai --rm docker run -it \ - -v ${PWD}/src/data:/preprocess/data container_preprocess \ - python /preprocess/pipeline.py \ + -v ${PWD}/src/data:/pipe/data pipe_ai \ + python /pipe/pipeline.py \ ${NAME_INPUT_DIR} \ No newline at end of file diff --git a/src/components/query.py b/src/components/query.py index eab8f84..e675ed2 100644 --- a/src/components/query.py +++ b/src/components/query.py @@ -24,12 +24,12 @@ def recommends( extra_cols = [x for x, y in extra_cols.items() if y] - movie = dataset[dataset['title'] == rename][['clusters_genre_type']] + movie = dataset[dataset['title'] == rename][['clusters_gender']] reset_movie = movie.reset_index() - reset_movie = reset_movie.at[0, 'clusters_genre_type'] + reset_movie = reset_movie.at[0, 'clusters_gender'] k_id = int(reset_movie) cols_view = ['title', 'gender_type'] + extra_cols - result = dataset[dataset['clusters_genre_type'] == k_id][cols_view][:int(top_n)] + result = dataset[dataset['clusters_gender'] == k_id][cols_view][:int(top_n)] result.set_index('title') return response_recommends(result) @@ -50,7 +50,7 @@ def recommender_by_gender(dataset, options: list, cols: list): pred_test = model.predict(y_input) pred_test[0] - result = dataset[dataset['clusters_genre_type'] == pred_test[0] ][['title', 'gender_type', 'channel_streaming']] + result = dataset[dataset['clusters_gender'] == pred_test[0] ][['title', 'gender_type', 'channel_streaming']] result.set_index('title') return response_recommends(result) \ No newline at end of file diff --git a/src/data/final/dataset_titles_final.csv b/src/data/final/dataset_titles_final.csv index 61c46d2..e90e5b4 100644 --- a/src/data/final/dataset_titles_final.csv +++ b/src/data/final/dataset_titles_final.csv @@ -1,4 +1,4 @@ -movie_or_serie,title,director,cast,country,date_added_platform,release_year,duration_seconds,gender_type,description,channel_streaming,clusters_genre_type +movie_or_serie,title,director,cast,country,date_added_platform,release_year,duration_seconds,gender_type,description,channel_streaming,clusters_gender Movie,ricky velez: here's everything,uninformed director,uninformed cast,uninformed country,"October 24, 2021",2021,,"comedy, stand up",​Comedian Ricky Velez bares it all with his honest lens and down to earth perspective in his first-ever HBO stand-up special.,hulu,8 Movie,silent night,uninformed director,uninformed cast,uninformed country,"October 23, 2021",2020,94 min,"crime, drama, thriller","Mark, a low end South London hitman recently released from prison, tries to go straight for his daughter, but gets drawn back in by Alan, his former cellmate, to do one final job.",hulu,58 Movie,the marksman,uninformed director,uninformed cast,uninformed country,"October 23, 2021",2021,108 min,"action, thriller",A hardened Arizona rancher tries to protect an 11-year-old migrant boy fleeing from a ruthless drug cartel.,hulu,18 diff --git a/src/data/models/model_kmeans_20231119.pkl b/src/data/models/model_kmeans_20231119.pkl new file mode 100644 index 0000000000000000000000000000000000000000..5a181862566ff80d0c05734411dd9c05b3080c2e GIT binary patch literal 815151 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