From 1b54bd0425eb7ff51934892ffc0a4fefc316b841 Mon Sep 17 00:00:00 2001 From: Dixing Xu Date: Sat, 10 May 2025 20:18:16 +0800 Subject: [PATCH] fix: Update example spaceship-titanic * remove requirements for kaggle * add data files * remove get_data.py and submit.py (dependency on kaggle) --- examples/spaceship-titanic/README.md | 29 +- .../data/sample_submission.csv | 4278 ++++++++ examples/spaceship-titanic/data/test.csv | 4278 ++++++++ examples/spaceship-titanic/data/train.csv | 8694 +++++++++++++++++ examples/spaceship-titanic/get_data.py | 16 - .../spaceship-titanic/requirements-test.txt | 3 +- examples/spaceship-titanic/submit.py | 14 - 7 files changed, 17252 insertions(+), 60 deletions(-) create mode 100644 examples/spaceship-titanic/data/sample_submission.csv create mode 100644 examples/spaceship-titanic/data/test.csv create mode 100644 examples/spaceship-titanic/data/train.csv delete mode 100644 examples/spaceship-titanic/get_data.py delete mode 100644 examples/spaceship-titanic/submit.py diff --git a/examples/spaceship-titanic/README.md b/examples/spaceship-titanic/README.md index 59e8797..82ab528 100644 --- a/examples/spaceship-titanic/README.md +++ b/examples/spaceship-titanic/README.md @@ -5,29 +5,10 @@ This example demonstrates using Weco to optimize a Python script designed for th ## Setup 1. Ensure you are in the `examples/spaceship-titanic` directory. -2. **Kaggle Credentials:** You need your Kaggle API credentials (`kaggle.json`) configured to download the competition dataset. Place the `kaggle.json` file in `~/.kaggle/` or set the `KAGGLE_USERNAME` and `KAGGLE_KEY` environment variables. See [Kaggle API documentation](https://github.com/Kaggle/kaggle-api#api-credentials) for details. -3. **Install Dependencies:** Install the required Python packages: +2. **Install Dependencies:** Install the required Python packages: ```bash pip install -r requirements-test.txt ``` -4. **Prepare Data:** Run the utility script once to download the dataset from Kaggle and place it in the expected `./data/` subdirectories: - ```bash - python get_data.py - ``` - After running `get_data.py`, your directory structure should look like this: - ``` - . - ├── competition_description.md - ├── data - │ ├── sample_submission.csv - │ ├── test.csv - │ └── train.csv - ├── evaluate.py - ├── get_data.py - ├── README.md # This file - ├── requirements-test.txt - └── submit.py - ``` ## Optimization Command @@ -44,14 +25,6 @@ weco run --source evaluate.py \ --log-dir .runs/spaceship-titanic ``` -## Submit the solution - -Once the optimization finished, you can submit your predictions to kaggle to see the results. Make sure `submission.csv` is present and then simply run the following command. - -```bash -python submit.py -``` - ### Explanation * `--source evaluate.py`: The script provides a baseline as root node and directly optimize the evaluate.py diff --git a/examples/spaceship-titanic/data/sample_submission.csv b/examples/spaceship-titanic/data/sample_submission.csv new file mode 100644 index 0000000..f587c36 --- /dev/null +++ b/examples/spaceship-titanic/data/sample_submission.csv @@ -0,0 +1,4278 @@ +PassengerId,Transported +0013_01,False +0018_01,False +0019_01,False +0021_01,False +0023_01,False +0027_01,False +0029_01,False +0032_01,False +0032_02,False +0033_01,False +0037_01,False +0040_01,False +0040_02,False +0042_01,False +0046_01,False +0046_02,False +0046_03,False +0047_01,False +0047_02,False +0047_03,False +0048_01,False +0049_01,False +0054_01,False +0054_02,False +0054_03,False +0055_01,False +0057_01,False +0059_01,False +0060_01,False +0063_01,False +0065_01,False 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J318.5-22,43.0,False,0.0,0.0,0.0,0.0,0.0,Lilace Leonzaley diff --git a/examples/spaceship-titanic/data/train.csv b/examples/spaceship-titanic/data/train.csv new file mode 100644 index 0000000..cbfd74d --- /dev/null +++ b/examples/spaceship-titanic/data/train.csv @@ -0,0 +1,8694 @@ +PassengerId,HomePlanet,CryoSleep,Cabin,Destination,Age,VIP,RoomService,FoodCourt,ShoppingMall,Spa,VRDeck,Name,Transported +0001_01,Europa,False,B/0/P,TRAPPIST-1e,39.0,False,0.0,0.0,0.0,0.0,0.0,Maham Ofracculy,False +0002_01,Earth,False,F/0/S,TRAPPIST-1e,24.0,False,109.0,9.0,25.0,549.0,44.0,Juanna Vines,True +0003_01,Europa,False,A/0/S,TRAPPIST-1e,58.0,True,43.0,3576.0,0.0,6715.0,49.0,Altark Susent,False +0003_02,Europa,False,A/0/S,TRAPPIST-1e,33.0,False,0.0,1283.0,371.0,3329.0,193.0,Solam Susent,False +0004_01,Earth,False,F/1/S,TRAPPIST-1e,16.0,False,303.0,70.0,151.0,565.0,2.0,Willy Santantines,True +0005_01,Earth,False,F/0/P,PSO J318.5-22,44.0,False,0.0,483.0,0.0,291.0,0.0,Sandie Hinetthews,True 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Hubbarton,False +3715_02,Earth,True,G/602/P,TRAPPIST-1e,1.0,False,0.0,0.0,0.0,0.0,0.0,Tamie Hubbarton,False +3715_03,Earth,False,G/602/P,TRAPPIST-1e,2.0,False,0.0,0.0,0.0,0.0,0.0,Vane Hubbarton,True +3715_04,Earth,True,G/602/P,TRAPPIST-1e,16.0,False,0.0,0.0,0.0,0.0,0.0,Hen Hubbarton,False +3716_01,Earth,False,G/603/P,TRAPPIST-1e,18.0,False,18.0,2.0,1769.0,1.0,2.0,Fredy Batestonley,True +3719_01,Mars,False,,TRAPPIST-1e,28.0,True,1193.0,0.0,2509.0,0.0,0.0,Spros Mone,False +3719_02,Mars,True,F/704/S,TRAPPIST-1e,45.0,False,0.0,0.0,0.0,0.0,0.0,Gocock Mone,True +3724_01,Earth,True,G/609/S,TRAPPIST-1e,24.0,False,0.0,0.0,0.0,0.0,0.0,Yvonna Mcdowns,True +3726_01,Earth,True,G/604/P,TRAPPIST-1e,35.0,False,0.0,0.0,0.0,,0.0,Brence Bardina,True +3728_01,Earth,True,G/612/S,PSO J318.5-22,16.0,False,0.0,0.0,0.0,0.0,0.0,Dianya Roachoanand,True +3729_01,Earth,True,G/605/P,PSO J318.5-22,40.0,False,0.0,0.0,0.0,0.0,0.0,,True +3732_01,Europa,True,A/43/S,55 Cancri e,5.0,False,,0.0,0.0,0.0,0.0,Sheleon Scoudelle,True +3732_02,Europa,False,A/43/S,TRAPPIST-1e,29.0,False,0.0,8444.0,0.0,2989.0,8735.0,,False +3732_03,Europa,True,A/43/S,TRAPPIST-1e,31.0,False,0.0,0.0,0.0,0.0,0.0,Luxonon Scoudelle,True +3732_04,Europa,False,A/43/S,55 Cancri e,27.0,False,3340.0,588.0,,173.0,71.0,Duhra Scoudelle,False +3733_01,Europa,False,D/118/S,TRAPPIST-1e,34.0,True,0.0,4.0,0.0,685.0,1779.0,Dilatik Semootor,False +3734_01,Earth,True,G/606/P,PSO J318.5-22,15.0,False,0.0,0.0,0.0,0.0,0.0,Mollen Bairdford,True +3735_01,Europa,False,D/119/S,TRAPPIST-1e,43.0,False,2.0,3846.0,0.0,3.0,346.0,Zedarga Reeddommy,True +3735_02,Europa,False,D/119/S,55 Cancri e,30.0,False,0.0,787.0,116.0,1924.0,2.0,Shail Reeddommy,False +3736_01,Europa,False,B/145/S,TRAPPIST-1e,61.0,False,328.0,5193.0,0.0,20.0,533.0,Genif Amincrerus,True +3737_01,Earth,False,G/614/S,TRAPPIST-1e,48.0,False,0.0,0.0,632.0,250.0,0.0,Ryany Bucklandez,False +3737_02,Earth,True,G/614/S,55 Cancri e,17.0,False,0.0,0.0,0.0,0.0,0.0,Ellana Bucklandez,True 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Hart,False +6117_01,Europa,False,B/234/S,TRAPPIST-1e,56.0,False,679.0,1126.0,0.0,33.0,3230.0,Anchira Spassive,False +6118_01,Mars,False,F/1266/P,55 Cancri e,42.0,False,1156.0,0.0,1.0,305.0,0.0,Carde Pité,False +6118_02,Mars,True,E/391/P,TRAPPIST-1e,39.0,False,0.0,0.0,0.0,0.0,0.0,Tyog Pité,False +6120_01,Earth,False,F/1169/S,PSO J318.5-22,13.0,False,0.0,1180.0,0.0,,0.0,Garlie Flynnis,True +6121_01,Europa,False,C/229/S,TRAPPIST-1e,28.0,,0.0,4585.0,0.0,2.0,35.0,Wezncha Presstic,True +6121_02,Europa,False,C/229/S,TRAPPIST-1e,55.0,,916.0,1056.0,0.0,1677.0,593.0,Keided Presstic,False +6122_01,Earth,False,F/1267/P,55 Cancri e,36.0,False,0.0,0.0,700.0,0.0,0.0,Thelix Burnewman,True +6123_01,Mars,True,F/1268/P,TRAPPIST-1e,,False,0.0,0.0,0.0,0.0,0.0,Sugbix Ancy,True +6124_01,Earth,False,G/991/P,PSO J318.5-22,37.0,False,0.0,0.0,834.0,0.0,8.0,Jeanna Cofferson,True +6126_01,Europa,True,C/188/P,55 Cancri e,50.0,False,0.0,0.0,0.0,0.0,0.0,Graviph Sechausive,True 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Booneid,False +6788_01,Earth,False,G/1103/P,TRAPPIST-1e,56.0,False,2.0,736.0,0.0,71.0,0.0,Glenna Weberton,False +6789_01,Mars,False,D/213/P,55 Cancri e,26.0,False,866.0,0.0,0.0,0.0,0.0,Widous Mone,True +6792_01,Mars,False,F/1412/P,TRAPPIST-1e,41.0,False,145.0,0.0,2383.0,30.0,40.0,Razzle Reate,True +6794_01,Mars,False,D/206/S,TRAPPIST-1e,27.0,False,20.0,0.0,1000.0,36.0,0.0,Slig Conie,True +6796_01,Earth,False,G/1104/P,TRAPPIST-1e,31.0,False,470.0,0.0,0.0,182.0,52.0,Arlen Kellyons,False +6798_01,Earth,False,F/1414/P,TRAPPIST-1e,40.0,False,3.0,0.0,61.0,0.0,742.0,Therly Jacostarks,True +6799_01,Europa,True,C/252/S,55 Cancri e,40.0,False,0.0,0.0,0.0,0.0,0.0,Terops Namsheary,True +6800_01,Earth,True,G/1105/P,TRAPPIST-1e,15.0,False,0.0,0.0,0.0,0.0,0.0,Luise Krampbelles,True +6801_01,Europa,False,B/259/S,TRAPPIST-1e,50.0,True,0.0,7293.0,136.0,97.0,440.0,Syrmino Imprank,True +6802_01,Europa,False,A/68/P,55 Cancri e,42.0,False,1751.0,516.0,0.0,12.0,672.0,Eleb Disteady,False 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Ewiseston,False +6816_02,Earth,False,G/1108/P,TRAPPIST-1e,28.0,,944.0,0.0,0.0,0.0,75.0,Hilly Ewiseston,False +6816_03,Earth,True,G/1108/P,PSO J318.5-22,32.0,False,0.0,0.0,0.0,0.0,0.0,Enrie Mcfarley,True +6816_04,Earth,False,G/1108/P,TRAPPIST-1e,10.0,False,0.0,0.0,0.0,0.0,0.0,Troyce Ewiseston,True +6816_05,Earth,True,G/1108/P,55 Cancri e,0.0,False,0.0,0.0,0.0,0.0,0.0,Lerion Ewiseston,False +6816_06,Earth,True,G/1108/P,TRAPPIST-1e,9.0,False,0.0,0.0,0.0,0.0,0.0,Evey Ewiseston,True +6817_01,Earth,False,F/1304/S,TRAPPIST-1e,37.0,False,21.0,54.0,5.0,178.0,431.0,Adria Bakericks,False +6818_01,Earth,False,F/1418/P,TRAPPIST-1e,31.0,False,32.0,2667.0,0.0,0.0,9.0,Bra Midtt,True +6820_01,Earth,False,F/1419/P,TRAPPIST-1e,31.0,False,,0.0,0.0,1490.0,0.0,Dianie Dickman,False +6821_01,Earth,False,F/1420/P,TRAPPIST-1e,43.0,False,142.0,1208.0,0.0,0.0,204.0,Landa Grifford,False +6822_01,Earth,False,F/1305/S,TRAPPIST-1e,15.0,False,0.0,532.0,29.0,0.0,163.0,Moniey Bradamss,False 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e,24.0,False,0.0,0.0,0.0,,0.0,Eleron Fordulgaug,True +6921_03,Europa,False,C/255/S,TRAPPIST-1e,23.0,False,69.0,6101.0,0.0,0.0,214.0,Grum Stersetery,True +6921_04,Europa,False,C/255/S,TRAPPIST-1e,28.0,True,0.0,14076.0,0.0,928.0,372.0,Dsch Stersetery,True +6921_05,Europa,True,C/255/S,55 Cancri e,19.0,False,0.0,0.0,0.0,0.0,0.0,Arrain Fordulgaug,True +6921_06,Europa,False,C/255/S,TRAPPIST-1e,32.0,False,0.0,89.0,0.0,8330.0,1.0,Azhah Stersetery,False +6924_01,Earth,False,G/1127/S,TRAPPIST-1e,37.0,False,0.0,0.0,0.0,0.0,0.0,Lilasa Solon,True +6925_01,Earth,False,G/1120/P,TRAPPIST-1e,26.0,False,0.0,0.0,677.0,1.0,108.0,Juanie Hayerson,False +6926_01,,False,F/1435/P,TRAPPIST-1e,43.0,False,1944.0,17.0,657.0,0.0,0.0,Smals Birt,True +6928_01,Earth,False,E/463/S,TRAPPIST-1e,25.0,False,439.0,0.0,0.0,557.0,0.0,Dont Bookerson,False +6928_02,Earth,False,G/1128/S,TRAPPIST-1e,11.0,False,0.0,0.0,0.0,0.0,0.0,Jodye Bookerson,False +6929_01,Earth,False,G/1122/P,TRAPPIST-1e,4.0,False,0.0,0.0,0.0,0.0,0.0,Nelly Llovers,True +6929_02,Earth,True,G/1122/P,TRAPPIST-1e,32.0,False,0.0,0.0,0.0,0.0,0.0,Natha Llovers,True +6929_03,Earth,False,E/441/P,TRAPPIST-1e,15.0,False,9.0,776.0,4.0,0.0,2.0,Tricki Llovers,True +6930_01,Earth,True,G/1129/S,TRAPPIST-1e,17.0,False,0.0,0.0,0.0,0.0,0.0,Letta Howayery,True +6931_01,Europa,True,C/222/P,55 Cancri e,37.0,False,0.0,0.0,0.0,0.0,0.0,Spurin Amonsmane,True +6932_01,Earth,False,G/1130/S,TRAPPIST-1e,20.0,False,559.0,0.0,83.0,112.0,0.0,Shaele Ewiseston,True +6934_01,Mars,False,F/1436/P,TRAPPIST-1e,47.0,False,160.0,0.0,1232.0,36.0,0.0,Cats Nutty,True +6934_02,Mars,False,E/443/P,55 Cancri e,16.0,False,1228.0,0.0,450.0,446.0,,Bleark Nutty,False +6937_01,Earth,True,G/1131/S,TRAPPIST-1e,8.0,False,0.0,0.0,0.0,0.0,0.0,Robyna Petton,True +6939_01,Earth,False,G/1124/P,TRAPPIST-1e,22.0,False,245.0,0.0,0.0,661.0,1.0,Blanie Bears,False +6940_01,Mars,False,F/1326/S,TRAPPIST-1e,39.0,False,9.0,0.0,687.0,0.0,0.0,Goats Steen,True +6943_01,Europa,True,B/262/S,55 Cancri e,57.0,False,0.0,0.0,0.0,0.0,0.0,Mirakis Dynatic,True +6944_01,Europa,True,C/223/P,TRAPPIST-1e,29.0,False,0.0,0.0,0.0,0.0,0.0,Alzird Gented,True +6945_01,Europa,True,B/263/S,55 Cancri e,,False,0.0,0.0,0.0,0.0,0.0,Schird Sophaft,True +6946_01,Earth,False,F/1439/P,TRAPPIST-1e,70.0,False,28.0,0.0,0.0,672.0,104.0,Samany Buckson,False +6947_01,Europa,True,B/264/S,TRAPPIST-1e,13.0,False,0.0,0.0,0.0,0.0,0.0,Becruxa Coudered,True +6947_02,Europa,False,B/264/S,TRAPPIST-1e,49.0,False,0.0,1757.0,0.0,797.0,567.0,Cellum Obnoble,True +6949_01,Earth,False,E/464/S,55 Cancri e,25.0,False,0.0,12.0,851.0,19.0,103.0,Lolas Dillestron,False +6950_01,Europa,True,B/265/S,55 Cancri e,19.0,False,0.0,0.0,0.0,0.0,0.0,Alurops Pringry,True +6950_02,Europa,True,B/265/S,55 Cancri e,15.0,False,0.0,0.0,0.0,0.0,0.0,Medib Pringry,True +6951_01,Europa,False,D/219/P,TRAPPIST-1e,37.0,False,26.0,2898.0,9.0,0.0,40.0,Vegas Lendly,True +6951_02,Europa,True,D/219/P,TRAPPIST-1e,,False,0.0,0.0,0.0,0.0,0.0,Mares Beling,True 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Daviddley,True +8261_01,Earth,True,G/1343/P,PSO J318.5-22,38.0,False,0.0,0.0,0.0,0.0,0.0,Blance Kiddley,False +8264_01,Mars,False,F/1584/S,TRAPPIST-1e,21.0,False,32.0,0.0,1008.0,0.0,0.0,Lifes Ste,True +8265_01,Earth,True,G/1344/P,TRAPPIST-1e,18.0,False,0.0,0.0,0.0,0.0,0.0,Curtle Winsley,False +8266_01,Earth,True,G/1345/P,TRAPPIST-1e,10.0,False,0.0,0.0,0.0,0.0,0.0,Karay Thorney,True +8267_01,Mars,False,E/530/P,TRAPPIST-1e,29.0,False,304.0,0.0,48.0,946.0,0.0,Ret Cla,False +8267_02,Mars,True,F/1701/P,TRAPPIST-1e,25.0,False,0.0,0.0,0.0,0.0,0.0,Berers Cla,True +8268_01,Europa,True,B/321/S,TRAPPIST-1e,40.0,False,0.0,0.0,0.0,0.0,0.0,Astrark Impress,True +8268_02,Europa,False,B/321/S,TRAPPIST-1e,19.0,False,0.0,3.0,0.0,918.0,2346.0,Shatrix Impress,False +8270_01,Mars,False,F/1702/P,TRAPPIST-1e,38.0,False,86.0,1144.0,783.0,0.0,0.0,Doakes Hart,True +8271_01,Earth,False,F/1586/S,TRAPPIST-1e,19.0,False,29.0,2633.0,0.0,0.0,124.0,Lavey Delazarson,True 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+9275_01,Europa,False,A/97/P,TRAPPIST-1e,0.0,False,0.0,0.0,0.0,0.0,0.0,Polaton Conable,True +9275_02,Europa,False,A/97/P,TRAPPIST-1e,32.0,False,1.0,1146.0,0.0,50.0,34.0,Diram Conable,False +9275_03,Europa,,A/97/P,TRAPPIST-1e,30.0,False,0.0,3208.0,0.0,2.0,330.0,Atlasym Conable,True +9276_01,Europa,False,A/98/P,55 Cancri e,41.0,True,0.0,6819.0,0.0,1643.0,74.0,Gravior Noxnuther,False +9278_01,Earth,True,G/1499/S,PSO J318.5-22,18.0,False,0.0,0.0,0.0,0.0,0.0,Kurta Mondalley,False +9279_01,Earth,False,G/1500/S,TRAPPIST-1e,26.0,False,0.0,0.0,1872.0,1.0,0.0,Fayey Connon,True +9280_01,Europa,False,E/608/S,55 Cancri e,32.0,False,0.0,1049.0,0.0,353.0,3235.0,Celeon Hontichre,False +9280_02,Europa,False,E/608/S,TRAPPIST-1e,44.0,False,126.0,4688.0,0.0,0.0,12.0,Propsh Hontichre,True diff --git a/examples/spaceship-titanic/get_data.py b/examples/spaceship-titanic/get_data.py deleted file mode 100644 index 2d38947..0000000 --- a/examples/spaceship-titanic/get_data.py +++ /dev/null @@ -1,16 +0,0 @@ -import kaggle -import zipfile -import os - - -def get_data(): - kaggle.api.competition_download_files("spaceship-titanic") - # unzip the data - with zipfile.ZipFile("spaceship-titanic.zip", "r") as zip_ref: - zip_ref.extractall("data") - # remove the zip file - os.remove("spaceship-titanic.zip") - - -if __name__ == "__main__": - get_data() diff --git a/examples/spaceship-titanic/requirements-test.txt b/examples/spaceship-titanic/requirements-test.txt index 574107f..626bc9c 100644 --- a/examples/spaceship-titanic/requirements-test.txt +++ b/examples/spaceship-titanic/requirements-test.txt @@ -4,5 +4,4 @@ scikit-learn torch xgboost lightgbm -catboost -kaggle \ No newline at end of file +catboost \ No newline at end of file diff --git a/examples/spaceship-titanic/submit.py b/examples/spaceship-titanic/submit.py deleted file mode 100644 index a7ef687..0000000 --- a/examples/spaceship-titanic/submit.py +++ /dev/null @@ -1,14 +0,0 @@ -import argparse -import kaggle -from pathlib import Path - - -def submit_submission(submission_path: Path): - kaggle.api.competition_submit(submission_path, "My first submission using weco agent", "spaceship-titanic") - - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--submission-path", "-p", type=Path, default="submission.csv") - args = parser.parse_args() - submit_submission(args.submission_path)