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6106c50
1
Parent(s):
60b6414
Update dump.py
Browse files
dump.py
CHANGED
@@ -1,22 +1,30 @@
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import json
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import os
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import argilla as rg
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from huggingface_hub import HfApi
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if __name__ == "__main__":
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rg.init(
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api_url=os.getenv("ARGILLA_API_URL"),
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api_key=os.getenv("ARGILLA_API_KEY"),
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extra_headers={"Authorization": f"Bearer {os.getenv('HF_TOKEN')}"},
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)
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dataset = rg.FeedbackDataset.from_argilla(
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os.getenv("SOURCE_DATASET"),
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workspace=os.getenv("SOURCE_WORKSPACE"),
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)
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dataset = dataset.filter_by(response_status=["submitted"]) # type: ignore
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output = {}
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for record in dataset.records:
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for response in record.responses:
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@@ -27,10 +35,18 @@ if __name__ == "__main__":
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for key in list(output.keys()):
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output[rg.User.from_id(key).username] = output.pop(key)
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api = HfApi(token=os.getenv("HF_TOKEN"))
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api.upload_file(
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path_or_fileobj=json
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path_in_repo="stats.json",
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repo_id="DIBT/prompt-collective-dashboard",
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repo_type="space",
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)
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import json
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import logging
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import os
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import argilla as rg
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from huggingface_hub import HfApi
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logger = logging.getLogger(__name__)
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logger.setLevel(logging.INFO)
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if __name__ == "__main__":
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logger.info("*** Initializing Argilla session ***")
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rg.init(
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api_url=os.getenv("ARGILLA_API_URL"),
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api_key=os.getenv("ARGILLA_API_KEY"),
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extra_headers={"Authorization": f"Bearer {os.getenv('HF_TOKEN')}"},
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)
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logger.info("*** Fetching dataset from Argilla ***")
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dataset = rg.FeedbackDataset.from_argilla(
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os.getenv("SOURCE_DATASET"),
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workspace=os.getenv("SOURCE_WORKSPACE"),
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)
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logger.info("*** Filtering records by `response_status` ***")
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dataset = dataset.filter_by(response_status=["submitted"]) # type: ignore
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logger.info("*** Calculating users and annotation count ***")
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output = {}
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for record in dataset.records:
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for response in record.responses:
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for key in list(output.keys()):
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output[rg.User.from_id(key).username] = output.pop(key)
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logger.info("*** Users and annotation count successfully calculated! ***")
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logger.info("*** Dumping Python dict into `stats.json` ***")
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with open("stats.json", "w") as file:
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json.dump(output, file, indent=4)
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logger.info("*** Uploading `stats.json` to Hugging Face Hub ***")
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api = HfApi(token=os.getenv("HF_TOKEN"))
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api.upload_file(
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path_or_fileobj="stats.json",
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path_in_repo="stats.json",
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repo_id="DIBT/prompt-collective-dashboard",
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repo_type="space",
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)
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logger.info("*** `stats.json` successfully uploaded to Hugging Face Hub! ***")
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