Datasets:

Poupou

/

Gitcoin-Citizen-Round

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Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 25 new columns ({'seed_same_naive', 'lcs', 'interact_less_5tx', 'flagged', 'seed_same', 'interacted_other_ctbt', 'has_interaction_airdrop_m', 'less_5_tx', 'count_interaction_with_disperse', 'seed_suspicious', 'address', 'mean_score_lcs', 'cluster_size_lcs', 'has_interaction_disperse', 'count_interaction_with_pool', 'max_score_lcs', 'count_interaction_with_tornado', 'count_interaction_with_airdrop_m', 'count_interaction_with_toxic', 'has_lcs', 'has_no_pool_interaction', 'has_interaction_tornado', 'is_airdrop_master', 'has_interaction_toxic', 'less_10_tx'}) and 6 missing columns ({'voter', 'project', 'amount_usd', 'block_timestamp', '__row_index', 'tx_hash'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Poupou/Gitcoin-Citizen-Round/voters_features_0x984e29dCB4286c2D9cbAA2c238AfDd8A191Eefbc.csv (at revision 3a71088566ec8269e9991cbbf17739021591e96f)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              address: string
              seed_same_naive: bool
              seed_same: bool
              seed_suspicious: bool
              less_5_tx: bool
              less_10_tx: bool
              interacted_other_ctbt: bool
              lcs: string
              cluster_size_lcs: double
              mean_score_lcs: double
              max_score_lcs: double
              has_lcs: bool
              count_interaction_with_pool: int64
              count_interaction_with_toxic: int64
              interact_less_5tx: bool
              has_interaction_toxic: bool
              has_no_pool_interaction: bool
              count_interaction_with_airdrop_m: int64
              is_airdrop_master: bool
              count_interaction_with_tornado: int64
              count_interaction_with_disperse: int64
              has_interaction_airdrop_m: bool
              has_interaction_tornado: bool
              has_interaction_disperse: bool
              flagged: bool
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3564
              to
              {'block_timestamp': Value(dtype='string', id=None), 'tx_hash': Value(dtype='string', id=None), 'voter': Value(dtype='string', id=None), 'project': Value(dtype='string', id=None), 'amount_usd': Value(dtype='float64', id=None), '__row_index': Value(dtype='int64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1321, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 25 new columns ({'seed_same_naive', 'lcs', 'interact_less_5tx', 'flagged', 'seed_same', 'interacted_other_ctbt', 'has_interaction_airdrop_m', 'less_5_tx', 'count_interaction_with_disperse', 'seed_suspicious', 'address', 'mean_score_lcs', 'cluster_size_lcs', 'has_interaction_disperse', 'count_interaction_with_pool', 'max_score_lcs', 'count_interaction_with_tornado', 'count_interaction_with_airdrop_m', 'count_interaction_with_toxic', 'has_lcs', 'has_no_pool_interaction', 'has_interaction_tornado', 'is_airdrop_master', 'has_interaction_toxic', 'less_10_tx'}) and 6 missing columns ({'voter', 'project', 'amount_usd', 'block_timestamp', '__row_index', 'tx_hash'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Poupou/Gitcoin-Citizen-Round/voters_features_0x984e29dCB4286c2D9cbAA2c238AfDd8A191Eefbc.csv (at revision 3a71088566ec8269e9991cbbf17739021591e96f)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)