added dumpy

dumpy.py

@@ -0,0 +1,52 @@
+import json
+import logging
+import os
+
+import argilla as rg
+from huggingface_hub import HfApi
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+
+if __name__ == "__main__":
+    logger.info("*** Initializing Argilla session ***")
+    rg.init(
+        api_url=os.getenv("ARGILLA_API_URL"),
+        api_key=os.getenv("ARGILLA_API_KEY"),
+        extra_headers={"Authorization": f"Bearer {os.getenv('HF_TOKEN')}"},
+    )
+
+    logger.info("*** Fetching dataset from Argilla ***")
+    dataset = rg.FeedbackDataset.from_argilla(
+        os.getenv("SOURCE_DATASET"),
+        workspace=os.getenv("SOURCE_WORKSPACE"),
+    )
+    logger.info("*** Filtering records by `response_status` ***")
+    dataset = dataset.filter_by(response_status=["submitted"])  # type: ignore
+
+    logger.info("*** Calculating users and annotation count ***")
+    output = {}
+    for record in dataset.records:
+        for response in record.responses:
+            if response.user_id not in output:
+                output[response.user_id] = 0
+            output[response.user_id] += 1
+
+    for key in list(output.keys()):
+        output[rg.User.from_id(key).username] = output.pop(key)
+
+    logger.info("*** Users and annotation count successfully calculated! ***")
+
+    logger.info("*** Dumping Python dict into `stats.json` ***")
+    with open("stats.json", "w") as file:
+        json.dump(output, file, indent=4)
+
+    logger.info("*** Uploading `stats.json` to Hugging Face Hub ***")
+    api = HfApi(token=os.getenv("HF_TOKEN"))
+    api.upload_file(
+        path_or_fileobj="stats.json",
+        path_in_repo="stats.json",
+        repo_id="DIBT/prompt-collective-dashboard",
+        repo_type="space",
+    )
+    logger.info("*** `stats.json` successfully uploaded to Hugging Face Hub! ***")