reprocessed datasets

clean_and_deduplicate.py

@@ -31,7 +31,10 @@ for dataset_cfg in sheet.frontmatter["configs"][1:]:
 
     ds = cast(Dataset, ds)
 
-    ds = ds.remove_columns(["license", "metadata", "domain"])
+    cols_to_remove = [
+        c for c in ds.column_names if c in ["license", "metadata", "domain"]
+    ]
+    ds = ds.remove_columns(cols_to_remove)
     # ds = add_token_count(ds)
     # ds = remove_empty_texts(ds)
     # ds = remove_duplicate_text(ds)

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src/dynaword/process_dataset.py

@@ -70,6 +70,6 @@ def remove_empty_texts(ds: Dataset, num_proc: int = 4) -> Dataset:
 
 
 def ensure_column_order(ds: Dataset) -> Dataset:
-    logger.info("Ensuring are in the correct order and are present")
+    logger.info("Ensuring columns are in the correct order and are present")
     ds = ds.select_columns(COLUMN_ORDER)
     return ds