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The dataset generation failed because of a cast error
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 10 new columns ({'tx_hash', 'origin_to_address', 'contract_address', 'origin_from_address', 'symbol', 'from_address', 'raw_amount', 'block_timestamp', '__row_index', 'amount_usd'}) and 23 missing columns ({'same_seed_naive', 'first_in_tx_gas_limit', 'lcs', 'first_out_tx_timestamp', 'EOA', 'seed_suspicious', 'count_same_seed', 'mean_score_lcs', 'cluster_size_lcs', 'count_tx', 'max_score_lcs', 'count_same_seed_naive', 'first_in_tx_timestamp', 'has_lcs', 'first_out_tx_gas_limit', 'first_in_tx_gas_used', 'first_out_tx_eth_value', 'same_seed', 'first_out_tx_gas_used', 'count_interact_other_ctbt', 'less_10_tx', 'first_in_tx_from', 'first_in_tx_eth_value'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Poupou/gr18/gr_18_optimism_TOKEN_TRANSFERS.csv (at revision bb5c759c4ab20b9a34434157d84b1e7e6a8bdc1a)
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
tx_hash: string
block_timestamp: string
contract_address: string
origin_from_address: string
origin_to_address: string
from_address: string
to_address: string
symbol: string
raw_amount: string
amount_usd: double
__row_index: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1627
to
{'EOA': Value(dtype='string', id=None), 'count_tx': Value(dtype='int64', id=None), 'less_10_tx': Value(dtype='bool', id=None), 'count_same_seed': Value(dtype='int64', id=None), 'count_same_seed_naive': Value(dtype='int64', id=None), 'same_seed': Value(dtype='bool', id=None), 'same_seed_naive': Value(dtype='bool', id=None), 'seed_suspicious': Value(dtype='bool', id=None), 'count_interact_other_ctbt': Value(dtype='int64', id=None), 'first_in_tx_from': Value(dtype='string', id=None), 'first_in_tx_gas_limit': Value(dtype='float64', id=None), 'first_in_tx_gas_used': Value(dtype='float64', id=None), 'first_in_tx_eth_value': Value(dtype='float64', id=None), 'first_in_tx_timestamp': Value(dtype='string', id=None), 'to_address': Value(dtype='string', id=None), 'first_out_tx_gas_limit': Value(dtype='int64', id=None), 'first_out_tx_gas_used': Value(dtype='int64', id=None), 'first_out_tx_eth_value': Value(dtype='float64', id=None), 'first_out_tx_timestamp': Value(dtype='string', id=None), 'lcs': Value(dtype='int64', id=None), 'cluster_size_lcs': Value(dtype='int64', id=None), 'mean_score_lcs': Value(dtype='float64', id=None), 'max_score_lcs': Value(dtype='float64', id=None), 'has_lcs': Value(dtype='bool', 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 1316, in compute_config_parquet_and_info_response
parquet_operations, partial = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 909, in stream_convert_to_parquet
builder._prepare_split(
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 10 new columns ({'tx_hash', 'origin_to_address', 'contract_address', 'origin_from_address', 'symbol', 'from_address', 'raw_amount', 'block_timestamp', '__row_index', 'amount_usd'}) and 23 missing columns ({'same_seed_naive', 'first_in_tx_gas_limit', 'lcs', 'first_out_tx_timestamp', 'EOA', 'seed_suspicious', 'count_same_seed', 'mean_score_lcs', 'cluster_size_lcs', 'count_tx', 'max_score_lcs', 'count_same_seed_naive', 'first_in_tx_timestamp', 'has_lcs', 'first_out_tx_gas_limit', 'first_in_tx_gas_used', 'first_out_tx_eth_value', 'same_seed', 'first_out_tx_gas_used', 'count_interact_other_ctbt', 'less_10_tx', 'first_in_tx_from', 'first_in_tx_eth_value'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Poupou/gr18/gr_18_optimism_TOKEN_TRANSFERS.csv (at revision bb5c759c4ab20b9a34434157d84b1e7e6a8bdc1a)
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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
EOA
string | count_tx
int64 | less_10_tx
bool | count_same_seed
int64 | count_same_seed_naive
int64 | same_seed
bool | same_seed_naive
bool | seed_suspicious
bool | count_interact_other_ctbt
int64 | first_in_tx_from
string | first_in_tx_gas_limit
float64 | first_in_tx_gas_used
float64 | first_in_tx_eth_value
float64 | first_in_tx_timestamp
string | to_address
string | first_out_tx_gas_limit
int64 | first_out_tx_gas_used
int64 | first_out_tx_eth_value
float64 | first_out_tx_timestamp
string | lcs
int64 | cluster_size_lcs
int64 | mean_score_lcs
float64 | max_score_lcs
float64 | has_lcs
bool |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0x0000040f1111c5c3d2037940658ee770bb37e0a2 | 186 | false | 0 | 0 | false | false | false | 0 | 0xfb4a9807a0d6c2b73e4c3828901dd9ad60f9366d | 21,000 | 21,000 | 0.003694 | 2022-08-28T11:38:30.000Z | 0x69a68eb548a37ee475d9f89646945588558796d1 | 189,220 | 184,234 | 0 | 2022-07-09T14:02:21.000Z | 0 | 0 | 0 | 0 | false |
0x0000345677bd3c3a5f816e24445c08218c1cbb78 | 87 | false | 0 | 0 | false | false | false | 0 | 0x861eed949a0e36bbbf5a8555ec7b377053389b4e | 21,000 | 21,000 | 0.002299 | 2022-09-22T13:10:10.000Z | 0x2e42f214467f647fe687fd9a2bf3baddfa737465 | 119,630 | 119,630 | 0 | 2022-09-15T16:34:56.000Z | 0 | 0 | 0 | 0 | false |
0x000d839d5cb48327c5c9f8143c78b51c1a757bb9 | 43 | false | 1,770 | 1,329 | true | true | false | 1 | 0xacd03d601e5bb1b275bb94076ff46ed9d753435a | 21,000 | 21,000 | 0.0026 | 2023-08-05T13:24:15.000Z | 0xd4feff615c0e90f06340be95d30e1f397779a184 | 1,749,767 | 1,515,214 | 0 | 2023-08-05T13:27:21.000Z | 0 | 0 | 0 | 0 | false |
0x0015f1d02b55ec9edd7536ca628fd30361252ebf | 41 | false | 253 | 189 | true | true | false | 1 | 0x2d2cc0eb095e43204e0c087e07dbf95909650939 | 150,000 | 21,000 | 0.025 | 2023-01-14T11:08:22.000Z | 0x68b3465833fb72a70ecdf485e0e4c7bd8665fc45 | 287,571 | 215,719 | 0.014335 | 2023-01-14T13:25:56.000Z | 0 | 0 | 0 | 0 | false |
0x0015f91e93996d7e5979bf32391a8be59aadd606 | 193 | false | 1,770 | 1,329 | true | true | false | 0 | 0xacd03d601e5bb1b275bb94076ff46ed9d753435a | 200,000 | 21,000 | 0.001 | 2022-12-29T16:51:04.000Z | 0x1e04c33cd5a015e1ced0e3ecd8bdc42902512124 | 129,065 | 122,535 | 0 | 2022-12-29T16:51:34.000Z | 0 | 0 | 0 | 0 | false |
0x002748db885d4ccfe3c7c92143f0805f4ebeec01 | 1,556 | false | 0 | 0 | false | false | false | 0 | 0x38613f891057364e6d3298636ab4ecf167723fae | 21,000 | 21,000 | 0.14 | 2023-02-28T11:22:16.000Z | 0x20975da6eb930d592b9d78f451a9156db5e4c77b | 171,688 | 166,714 | 0.000138 | 2022-04-28T15:31:28.000Z | 0 | 0 | 0 | 0 | false |
0x002a87a8a2e2398522dcf9c4ad11133d408ac393 | 72 | false | 1,770 | 1,329 | true | true | false | 0 | 0xacd03d601e5bb1b275bb94076ff46ed9d753435a | 21,000 | 21,000 | 0.00465 | 2023-05-31T23:42:30.000Z | 0x31f88a359a045aba182a3e1d05ceaa5a5b0f5912 | 156,024 | 149,074 | 0.00069 | 2023-05-31T23:47:16.000Z | 0 | 0 | 0 | 0 | false |
0x002b5dfb3c71e1dc97a2e5a0a7f69f3e7b83f269 | 559 | false | 1 | 1 | true | true | false | 2 | 0x719028736f10164c838ef129936779ed739312f2 | 21,000 | 21,000 | 0.0001 | 2022-09-13T07:46:38.000Z | 0x81b30ff521d1feb67ede32db726d95714eb00637 | 189,720 | 189,720 | 0 | 2022-07-26T20:57:01.000Z | 0 | 0 | 0 | 0 | false |
0x0035ab0a6508aa9fa7d093cd53d0fcbae1b6e926 | 7 | true | 1 | 1 | true | true | false | 1 | 0x4acd61b27509ac5afa151aedb9d073bce095dd7a | 21,000 | 21,000 | 0.0015 | 2023-06-14T14:25:37.000Z | 0x2e42f214467f647fe687fd9a2bf3baddfa737465 | 119,654 | 119,654 | 0 | 2023-06-14T14:26:25.000Z | 0 | 1 | 0.114286 | 0.114286 | true |
0x003b26e03e7d5822fa24aa75ef778fddec8b8e4f | 5 | true | 665 | 0 | true | false | true | 0 | 0x80c67432656d59144ceff962e8faf8926599bcf8 | 100,000 | 21,000 | 0.02017 | 2023-07-09T22:33:25.000Z | 0xb49c4e680174e331cb0a7ff3ab58afc9738d5f8b | 485,526 | 419,296 | 0.178721 | 2023-06-28T10:06:49.000Z | 0 | 0 | 0 | 0 | false |
0x00409fc839a2ec2e6d12305423d37cd011279c09 | 3,967 | false | 665 | 0 | true | false | true | 0 | 0x80c67432656d59144ceff962e8faf8926599bcf8 | 100,000 | 21,000 | 0.09997 | 2022-05-07T18:21:47.000Z | 0x4200000000000000000000000000000000000006 | 44,243 | 44,243 | 0 | 2021-12-09T18:15:15.000Z | 0 | 0 | 0 | 0 | false |
0x0040daac32d83c78546ae36da42a496b28ab09e1 | 78 | false | 253 | 0 | true | false | true | 0 | 0x2d2cc0eb095e43204e0c087e07dbf95909650939 | 150,000 | 21,000 | 0.0875 | 2023-06-28T15:45:23.000Z | 0xa95579592078783b409803ddc75bb402c217a924 | 115,835 | 109,513 | 0 | 2022-04-26T20:23:35.000Z | 0 | 0 | 0 | 0 | false |
0x0057be07beef5d9b4beb9e2d147906e83d1915c8 | 507 | false | 665 | 0 | true | false | true | 0 | 0x80c67432656d59144ceff962e8faf8926599bcf8 | 100,000 | 21,000 | 0.010493 | 2022-09-15T14:25:06.000Z | 0xa420b2d1c0841415a695b81e5b867bcd07dff8c9 | 118,318 | 54,188 | 0.04 | 2022-08-17T21:49:45.000Z | 0 | 0 | 0 | 0 | false |
0x00781d50a170f09db92965094a1fa13bb119600b | 61 | false | 7 | 0 | true | false | true | 0 | 0x74e1d68ff9b267e48126a9d2289c8598e295fdac | 25,200 | 21,000 | 0.02096 | 2023-07-15T03:41:05.000Z | 0x7f5c764cbc14f9669b88837ca1490cca17c31607 | 53,007 | 53,007 | 0 | 2023-05-01T22:29:02.000Z | 0 | 0 | 0 | 0 | false |
0x0078d797ae809f3927d3f9b0180eb62602be3572 | 158 | false | 1,770 | 0 | true | false | true | 0 | 0xacd03d601e5bb1b275bb94076ff46ed9d753435a | 200,000 | 21,000 | 0.0035 | 2022-12-11T07:22:35.000Z | 0xd7f1dd5d49206349cae8b585fcb0ce3d96f1696f | 318,224 | 199,632 | 0.001 | 2022-06-08T19:16:29.000Z | 0 | 0 | 0 | 0 | false |
0x00950cd4f8b372acc90e6e1ad1f18d004e38a981 | 40 | false | 253 | 189 | true | true | false | 0 | 0x2d2cc0eb095e43204e0c087e07dbf95909650939 | 150,000 | 21,000 | 0.08 | 2022-06-24T12:11:55.000Z | 0x86ca30bef97fb651b8d866d45503684b90cb3312 | 275,837 | 212,400 | 0.01 | 2022-06-24T12:37:55.000Z | 0 | 0 | 0 | 0 | false |
0x0097c0b5721298c60f88c1356ec0a762d159b0fc | 11 | false | 153 | 0 | true | false | true | 0 | 0xf89d7b9c864f589bbf53a82105107622b35eaa40 | 21,000 | 21,000 | 0.00089 | 2023-07-05T12:05:21.000Z | 0xa3be6f8e86d50607430d4909005b9e87e051b303 | 21,000 | 21,000 | 0.64065 | 2022-08-23T09:52:17.000Z | 0 | 0 | 0 | 0 | false |
0x00a471e891131154e52b5761070a45912708f265 | 7 | true | 0 | 0 | false | false | false | 1 | 0x8390f92016b359cb23c0dc809c0df8ce995f1fd8 | 21,000 | 21,000 | 0.001 | 2023-06-11T23:17:33.000Z | 0x04ba6cf3c5aa6d4946f5b7f7adf111012a9fac65 | 153,885 | 118,210 | 0.0005 | 2023-06-11T23:18:51.000Z | 0 | 0 | 0 | 0 | false |
0x00a5f2d2fa41b53ee470fc86a05c4db4d22d550e | 32 | false | 153 | 96 | true | true | false | 0 | 0xf89d7b9c864f589bbf53a82105107622b35eaa40 | 21,000 | 21,000 | 0.005225 | 2023-05-17T07:54:27.000Z | 0x6a886c76693ed6f4319a289e3fe2e670b803a2da | 102,773 | 101,579 | 0 | 2023-05-17T07:55:42.000Z | 0 | 0 | 0 | 0 | false |
0x00ac398e3b432a050acb0a812c32d916d6aa68be | 4 | true | 253 | 189 | true | true | false | 0 | 0x2d2cc0eb095e43204e0c087e07dbf95909650939 | 150,000 | 21,000 | 0.00632 | 2023-08-28T17:54:59.000Z | 0x15fa08599eb017f89c1712d0fe76138899fdb9db | 128,351 | 115,998 | 0.001212 | 2023-08-28T23:28:51.000Z | 0 | 14 | 0.2 | 0.2 | true |
0x00d4df4070932bea8f398f021af6250dda341292 | 6 | true | 253 | 189 | true | true | false | 0 | 0x2d2cc0eb095e43204e0c087e07dbf95909650939 | 150,000 | 21,000 | 0.003 | 2023-06-19T14:43:05.000Z | 0x1a36729fc276c3649da2cf1eb986d7dabd5d5d99 | 137,324 | 114,437 | 0 | 2023-06-19T14:49:39.000Z | 0 | 0 | 0 | 0 | false |
0x00d5cbf97a6e9786a1a270c4b4404c81d59d643b | 8 | true | 0 | 0 | false | false | false | 0 | null | null | null | null | null | 0xe6266a11f1c10d6ccdcf96b31508c3dc3f541890 | 156,036 | 149,086 | 0.00069 | 2023-07-03T19:53:19.000Z | 0 | 1 | 0.1 | 0.1 | true |
0x00d69eaf25a939a2e8db6238c9ea055ca9633571 | 105 | false | 153 | 0 | true | false | true | 0 | 0xf89d7b9c864f589bbf53a82105107622b35eaa40 | 21,000 | 21,000 | 0.057662 | 2023-06-16T21:38:05.000Z | 0x7f5c764cbc14f9669b88837ca1490cca17c31607 | 53,043 | 53,043 | 0 | 2023-05-17T16:46:18.000Z | 0 | 0 | 0 | 0 | false |
0x00d9c6d2adeac57e1f7a4c3ffeee9f72c1009fb1 | 21 | false | 0 | 0 | false | false | false | 0 | 0x0bc935c00e6aec0f2a0e75603788b6f8bacf1bcf | 21,000 | 21,000 | 0.035 | 2023-03-24T22:02:51.000Z | 0xd96779f7812dd53223fe01aef5386b99791ee48d | 120,870 | 114,469 | 0 | 2023-03-25T10:13:10.000Z | 0 | 0 | 0 | 0 | false |
0x00ddef650c58176506f692cc4424772bba64c639 | 195 | false | 665 | 0 | true | false | true | 0 | 0x80c67432656d59144ceff962e8faf8926599bcf8 | 100,000 | 21,000 | 0.008171 | 2023-02-09T20:56:52.000Z | 0x81b30ff521d1feb67ede32db726d95714eb00637 | 189,720 | 189,720 | 0 | 2023-01-03T12:59:30.000Z | 0 | 0 | 0 | 0 | false |
0x00de4b13153673bcae2616b67bf822500d325fc3 | 112 | false | 0 | 0 | false | false | false | 1 | 0x85430667f676c553d22f433b156e6d0544f3784b | 21,000 | 21,000 | 0.0964 | 2023-05-23T13:30:07.000Z | 0xfedfaf1a10335448b7fa0268f56d2b44dbd357de | 88,918 | 88,918 | 0 | 2022-05-31T18:17:00.000Z | 0 | 0 | 0 | 0 | false |
0x00e7332f9cd4c05a0645ac959fb1be60ec24f94f | 30 | false | 0 | 0 | false | false | false | 0 | 0x3be9b9ef04264d256c411207d4b18fd4c2a4a3ec | 21,000 | 21,000 | 0.004866 | 2023-04-17T20:43:02.000Z | 0x68b3465833fb72a70ecdf485e0e4c7bd8665fc45 | 299,017 | 197,029 | 0.02 | 2022-05-15T09:45:51.000Z | 0 | 0 | 0 | 0 | false |
0x00e7a7f1189af18d2416363137dea6fca5cf936a | 115 | false | 55 | 0 | true | false | true | 0 | 0xee73323912a4e3772b74ed0ca1595a152b0ef282 | 100,000 | 21,000 | 0.1325 | 2023-07-17T22:51:39.000Z | 0xa353716231973df527ab73233161a01811bf15f0 | 127,726 | 121,225 | 0.001 | 2023-05-03T22:13:53.000Z | 0 | 0 | 0 | 0 | false |
0x00e86f354495c3522af5b26e25575d1046cd792d | 18 | false | 0 | 0 | false | false | false | 0 | 0x41705c9c36829ca76902f5f353bda9f907772336 | 53,000 | 21,000 | 0.00041 | 2022-12-20T23:30:07.000Z | 0x1e04c33cd5a015e1ced0e3ecd8bdc42902512124 | 129,077 | 122,547 | 0 | 2022-12-20T23:32:22.000Z | 0 | 0 | 0 | 0 | false |
0x00f13a1504349ccc6f27ee7d3e236f887f6197a1 | 97 | false | 1,770 | 0 | true | false | true | 0 | 0xacd03d601e5bb1b275bb94076ff46ed9d753435a | 21,000 | 21,000 | 0.006443 | 2023-07-07T05:55:37.000Z | 0x94b008aa00579c1307b0ef2c499ad98a8ce58e58 | 46,381 | 46,381 | 0 | 2023-06-25T12:34:03.000Z | 0 | 0 | 0 | 0 | false |
0x00ff21c847f4e6ea9d10422ab35e1a8614af6e77 | 405 | false | 665 | 242 | true | true | false | 0 | 0x80c67432656d59144ceff962e8faf8926599bcf8 | 100,000 | 21,000 | 0.00499 | 2022-11-03T08:09:00.000Z | 0x7f5c764cbc14f9669b88837ca1490cca17c31607 | 53,403 | 53,403 | 0 | 2022-11-03T08:45:37.000Z | 0 | 0 | 0 | 0 | false |
0x0117780bdaf2a9ea19ed897ab7db710452a7c00f | 2 | true | 0 | 0 | false | false | false | 0 | null | null | null | null | null | 0xb6be0ecafdb66dd848b0480db40056ff94a9465d | 225,721 | 222,630 | 0 | 2023-08-11T23:56:57.000Z | 0 | 0 | 0 | 0 | false |
0x011d9b9dd21055a27f37a82554bf447f35cea19b | 9 | true | 1,770 | 1,329 | true | true | false | 0 | 0xacd03d601e5bb1b275bb94076ff46ed9d753435a | 21,000 | 21,000 | 0.00217 | 2023-08-16T01:18:25.000Z | 0x52629961f71c1c2564c5aa22372cb1b9fa9eba3e | 189,011 | 178,843 | 0.00005 | 2023-08-16T04:18:57.000Z | 0 | 115 | 0.091787 | 0.155556 | true |
0x011e0be1128af8c51646181368589ccfbddf746a | 8 | true | 0 | 1 | false | true | true | 1 | 0x179ef8c114dfc0c4616e16b07e44e60ec6d5670f | 21,000 | 21,000 | 0.0005 | 2023-08-23T20:21:49.000Z | 0x7f5c764cbc14f9669b88837ca1490cca17c31607 | 53,007 | 53,007 | 0 | 2023-08-23T20:22:35.000Z | 0 | 0 | 0 | 0 | false |
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0x01362d5923530672d6a887ccdfc8b156cee97824 | 166 | false | 0 | 0 | false | false | false | 0 | 0xd7768689a895202d7c53bdf4ea8be07d943debd3 | 21,000 | 21,000 | 0.05 | 2022-06-01T15:17:41.000Z | 0x4200000000000000000000000000000000000042 | 56,702 | 47,252 | 0 | 2022-06-01T20:05:26.000Z | 0 | 0 | 0 | 0 | false |
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