hoaj commited on
Commit
7597f56
1 Parent(s): 6bf9a09

Add .gitignore file and main.py script

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Files changed (2) hide show
  1. .gitignore +3 -0
  2. main.py +24 -0
.gitignore ADDED
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+ **/venv
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+ **/__pycache__
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+ **/.DS_Store
main.py ADDED
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+ from datasets import load_dataset, DatasetDict
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+
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+ # Load your dataset from a local JSONL file
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+ dataset = load_dataset("json", data_files="listing.jsonl")
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+
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+ # Split the dataset into train and temp
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+ split_dataset = dataset["train"].train_test_split(test_size=0.3)
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+
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+ train_dataset = split_dataset["train"]
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+ temp_dataset = split_dataset["test"]
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+
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+ # Split the temp dataset into validation and test
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+ split_temp_dataset = temp_dataset.train_test_split(test_size=0.2)
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+
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+ validation_dataset = split_temp_dataset["train"]
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+ test_dataset = split_temp_dataset["test"]
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+
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+ # Combine all splits into a DatasetDict
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+ final_dataset = DatasetDict(
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+ {"train": train_dataset, "validation": validation_dataset, "test": test_dataset}
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+ )
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+
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+ # Save the split datasets to disk
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+ final_dataset.save_to_disk("listing.jsonl")