feat(datasets): implement deduplication of dataset records in get_dataset_content
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@@ -26,7 +26,34 @@ class DatasetManager:
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def get_dataset_content(self, dataset_id: int) -> pd.DataFrame:
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query = "SELECT * FROM events WHERE dataset_id = %s"
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result = self.db.execute(query, (dataset_id,), fetch=True)
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return pd.DataFrame(result)
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df = pd.DataFrame(result)
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if df.empty:
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return df
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dedupe_columns = [
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column
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for column in [
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"post_id",
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"parent_id",
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"reply_to",
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"author",
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"type",
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"timestamp",
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"dt",
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"title",
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"content",
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"source",
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"topic",
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]
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if column in df.columns
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]
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if dedupe_columns:
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df = df.drop_duplicates(subset=dedupe_columns, keep="first")
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else:
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df = df.drop_duplicates(keep="first")
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return df.reset_index(drop=True)
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def get_dataset_info(self, dataset_id: int) -> dict:
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query = "SELECT * FROM datasets WHERE id = %s"
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@@ -52,6 +79,16 @@ class DatasetManager:
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if event_data.empty:
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return
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dedupe_columns = [
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column for column in ["id", "type", "source"] if column in event_data.columns
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]
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if dedupe_columns:
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event_data = event_data.drop_duplicates(subset=dedupe_columns, keep="first")
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else:
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event_data = event_data.drop_duplicates(keep="first")
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self.delete_dataset_content(dataset_id)
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query = """
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INSERT INTO events (
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dataset_id,
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