{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":56537,"databundleVersionId":8877088,"sourceType":"competition"},{"sourceId":189105929,"sourceType":"kernelVersion"}],"dockerImageVersionId":30746,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import numpy as np\nimport pandas as pd\nimport polars as pl\nimport pickle\nimport os","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2024-07-15T09:07:50.178984Z","iopub.execute_input":"2024-07-15T09:07:50.179504Z","iopub.status.idle":"2024-07-15T09:07:51.88391Z","shell.execute_reply.started":"2024-07-15T09:07:50.179457Z","shell.execute_reply":"2024-07-15T09:07:51.882659Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"preds = pickle.load(open(f'/kaggle/input/leap-training-4-inference/preds_60.p', 'br'))","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sub = pd.read_csv(\"/kaggle/input/leap-atmospheric-physics-ai-climsim/sample_submission.csv\")\nsub.iloc[:len(preds),1:] = preds\ntest_polars = pl.from_pandas(sub)\ntest_polars.write_parquet(\"submission.parquet\")","metadata":{},"execution_count":null,"outputs":[]}]}