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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 2 new columns ({'Acc ID', 'Is Phishing'}) and 10 missing columns ({'Nonce', 'Value', 'Source Node', 'Transaction ID', 'Block Nr', 'Transaction Type', 'Timestamp', 'Gas Price', 'Gas', 'Destination Node'}).
This happened while the csv dataset builder was generating data using
zip://raw/node_labels.csv::/tmp/hf-datasets-cache/medium/datasets/37400671946735-config-parquet-and-info-SYHDSG-ETH-c7ef513e/hub/datasets--SYHDSG--ETH/snapshots/d6f198e0e439018959719c3384b735376280c1fa/ETH.zip, [/tmp/hf-datasets-cache/medium/datasets/37400671946735-config-parquet-and-info-SYHDSG-ETH-c7ef513e/hub/datasets--SYHDSG--ETH/snapshots/d6f198e0e439018959719c3384b735376280c1fa/ETH.zip (origin=hf://datasets/SYHDSG/ETH@d6f198e0e439018959719c3384b735376280c1fa/ETH.zip)]
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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Acc ID: int64
Is Phishing: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 491
to
{'Transaction ID': Value('int64'), 'Source Node': Value('int64'), 'Destination Node': Value('int64'), 'Timestamp': Value('int64'), 'Value': Value('float64'), 'Nonce': Value('int64'), 'Block Nr': Value('int64'), 'Gas': Value('int64'), 'Gas Price': Value('int64'), 'Transaction Type': Value('int64')}
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 1347, 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 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1889, 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 2 new columns ({'Acc ID', 'Is Phishing'}) and 10 missing columns ({'Nonce', 'Value', 'Source Node', 'Transaction ID', 'Block Nr', 'Transaction Type', 'Timestamp', 'Gas Price', 'Gas', 'Destination Node'}).
This happened while the csv dataset builder was generating data using
zip://raw/node_labels.csv::/tmp/hf-datasets-cache/medium/datasets/37400671946735-config-parquet-and-info-SYHDSG-ETH-c7ef513e/hub/datasets--SYHDSG--ETH/snapshots/d6f198e0e439018959719c3384b735376280c1fa/ETH.zip, [/tmp/hf-datasets-cache/medium/datasets/37400671946735-config-parquet-and-info-SYHDSG-ETH-c7ef513e/hub/datasets--SYHDSG--ETH/snapshots/d6f198e0e439018959719c3384b735376280c1fa/ETH.zip (origin=hf://datasets/SYHDSG/ETH@d6f198e0e439018959719c3384b735376280c1fa/ETH.zip)]
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.
Transaction ID int64 | Source Node int64 | Destination Node int64 | Timestamp int64 | Value float64 | Nonce int64 | Block Nr int64 | Gas int64 | Gas Price int64 | Transaction Type int64 |
|---|---|---|---|---|---|---|---|---|---|
12,652,776 | 127,287 | 912,862 | 1,438,923,669 | 105.9895 | 0 | 46,468 | 21,000 | 500,000,000,000 | 0 |
12,652,777 | 34,371 | 912,862 | 1,438,923,693 | 5,999.5895 | 0 | 46,469 | 21,000 | 500,000,000,000 | 0 |
12,652,778 | 2,756,425 | 912,862 | 1,438,923,695 | 30.45825 | 0 | 46,470 | 21,000 | 500,000,000,000 | 0 |
12,652,779 | 121,263 | 912,862 | 1,438,923,716 | 0.9895 | 0 | 46,471 | 21,000 | 500,000,000,000 | 0 |
12,652,780 | 2,326,359 | 912,862 | 1,438,923,718 | 9.8895 | 0 | 46,472 | 21,000 | 500,000,000,000 | 0 |
12,652,781 | 646,564 | 912,862 | 1,438,923,720 | 4.9895 | 0 | 46,473 | 21,000 | 500,000,000,000 | 0 |
12,652,782 | 2,151,826 | 912,862 | 1,438,923,740 | 10,099.9895 | 0 | 46,474 | 21,000 | 500,000,000,000 | 0 |
12,652,783 | 2,593,572 | 912,862 | 1,438,923,762 | 100.0005 | 0 | 46,475 | 21,000 | 500,000,000,000 | 0 |
12,652,784 | 692,201 | 912,862 | 1,438,923,763 | 2,999.9895 | 0 | 46,476 | 21,000 | 500,000,000,000 | 0 |
12,652,785 | 708,307 | 912,862 | 1,438,923,773 | 99.9895 | 0 | 46,477 | 21,000 | 500,000,000,000 | 0 |
12,652,786 | 2,017,147 | 912,862 | 1,438,923,836 | 101.4895 | 0 | 46,479 | 21,000 | 500,000,000,000 | 0 |
12,652,787 | 1,766,987 | 912,862 | 1,438,923,838 | 0.9895 | 0 | 46,480 | 21,000 | 500,000,000,000 | 0 |
12,652,788 | 1,776,904 | 912,862 | 1,438,923,850 | 99.9895 | 0 | 46,481 | 21,000 | 500,000,000,000 | 0 |
12,652,789 | 1,642,377 | 912,862 | 1,438,924,072 | 124.9895 | 0 | 46,493 | 21,000 | 500,000,000,000 | 0 |
12,652,770 | 692,201 | 912,862 | 1,438,924,276 | 999.5795 | 1 | 46,508 | 21,000 | 500,000,000,000 | 0 |
12,652,771 | 1,837,052 | 912,862 | 1,438,924,546 | 3,199.9895 | 0 | 46,525 | 21,000 | 500,000,000,000 | 0 |
12,652,772 | 438,355 | 912,862 | 1,438,924,555 | 99.9895 | 0 | 46,526 | 21,000 | 500,000,000,000 | 0 |
12,652,773 | 2,593,572 | 912,862 | 1,438,924,804 | 234.989503 | 1 | 46,541 | 21,000 | 499,878,166,925 | 0 |
12,652,774 | 2,593,572 | 912,862 | 1,438,925,096 | 1,174.990607 | 2 | 46,552 | 21,000 | 447,305,912,337 | 0 |
12,652,775 | 751,905 | 912,862 | 1,438,925,600 | 599.9706 | 0 | 46,576 | 21,000 | 400,000,000,000 | 0 |
12,652,804 | 692,201 | 912,862 | 1,438,926,829 | 168.998741 | 2 | 46,648 | 21,000 | 59,976,131,477 | 0 |
12,652,805 | 338,005 | 912,862 | 1,438,926,840 | 1,299.998741 | 0 | 46,649 | 21,000 | 59,399,760,853 | 0 |
12,652,806 | 1,946,309 | 912,862 | 1,438,926,852 | 179.998741 | 0 | 46,650 | 21,000 | 59,976,131,477 | 0 |
12,652,807 | 2,239,936 | 912,862 | 1,438,926,854 | 4.998728 | 0 | 46,651 | 21,000 | 59,976,131,477 | 0 |
12,652,808 | 84,676 | 912,862 | 1,438,926,866 | 0.998766 | 0 | 46,652 | 21,000 | 58,776,657,361 | 0 |
12,652,809 | 1,628,756 | 912,862 | 1,438,926,897 | 9.998766 | 0 | 46,655 | 21,000 | 58,776,657,361 | 0 |
12,652,810 | 707,523 | 912,862 | 1,438,926,922 | 0.998766 | 0 | 46,656 | 21,000 | 58,776,657,361 | 0 |
12,652,811 | 1,198,828 | 912,862 | 1,438,926,928 | 9.998766 | 0 | 46,657 | 21,000 | 58,776,657,361 | 0 |
12,652,812 | 177,087 | 912,862 | 1,438,927,113 | 0.998836 | 0 | 46,661 | 21,000 | 55,436,599,178 | 0 |
12,652,813 | 2,235,864 | 912,862 | 1,438,927,168 | 499.998836 | 0 | 46,665 | 21,000 | 55,436,599,178 | 0 |
12,652,814 | 1,654,329 | 912,862 | 1,438,927,177 | 3,099.998753 | 0 | 46,667 | 21,000 | 58,776,657,361 | 0 |
12,652,815 | 1,560,558 | 912,862 | 1,438,927,180 | 19.998766 | 0 | 46,668 | 21,000 | 58,206,523,784 | 0 |
12,652,816 | 320,217 | 912,862 | 1,438,927,188 | 0.998836 | 0 | 46,670 | 21,000 | 55,436,599,178 | 0 |
12,652,817 | 438,355 | 912,862 | 1,438,927,208 | 91.798819 | 1 | 46,673 | 21,000 | 55,683,478,746 | 0 |
12,652,818 | 1,560,558 | 912,862 | 1,438,927,226 | 9.99875 | 1 | 46,674 | 21,000 | 60,116,760,988 | 0 |
12,652,819 | 2,239,936 | 912,862 | 1,438,927,322 | 94.99875 | 1 | 46,680 | 21,000 | 60,116,760,988 | 0 |
12,652,820 | 1,560,558 | 912,862 | 1,438,927,387 | 2,999.998811 | 2 | 46,684 | 21,000 | 56,603,833,049 | 0 |
12,652,821 | 2,369,651 | 912,862 | 1,438,927,447 | 4.998805 | 0 | 46,689 | 21,000 | 56,919,404,273 | 0 |
12,652,822 | 338,005 | 912,862 | 1,438,927,506 | 1,999.998817 | 1 | 46,692 | 21,000 | 56,919,404,273 | 0 |
12,652,823 | 2,239,936 | 912,862 | 1,438,927,527 | 9.998818 | 2 | 46,693 | 21,000 | 56,300,690,348 | 0 |
12,652,824 | 2,823,422 | 912,862 | 1,438,927,533 | 1,999.998805 | 0 | 46,694 | 21,000 | 56,300,690,348 | 0 |
12,652,825 | 1,011,519 | 912,862 | 1,438,927,550 | 0.998836 | 0 | 46,695 | 21,000 | 55,436,599,178 | 0 |
12,652,826 | 1,560,558 | 912,862 | 1,438,927,577 | 748.998764 | 3 | 46,696 | 21,000 | 58,849,481,874 | 0 |
12,652,827 | 821,749 | 912,862 | 1,438,927,609 | 161.299014 | 0 | 46,697 | 21,000 | 58,849,481,874 | 0 |
12,652,790 | 2,369,651 | 912,862 | 1,438,928,083 | 1,964.888344 | 1 | 46,720 | 21,000 | 55,033,867,879 | 0 |
12,652,791 | 2,669,083 | 912,862 | 1,438,928,152 | 299.998784 | 0 | 46,724 | 21,000 | 57,927,542,120 | 0 |
12,652,792 | 2,628,727 | 912,862 | 1,438,928,206 | 1.098784 | 0 | 46,725 | 21,000 | 57,927,542,120 | 0 |
12,652,793 | 1,343,620 | 912,862 | 1,438,928,283 | 4.998771 | 0 | 46,734 | 21,000 | 58,506,592,618 | 0 |
12,652,794 | 2,823,422 | 912,862 | 1,438,928,307 | 1,999.998784 | 1 | 46,735 | 21,000 | 58,506,592,618 | 0 |
12,652,795 | 338,005 | 912,862 | 1,438,928,331 | 1,999.99876 | 2 | 46,736 | 21,000 | 58,506,592,618 | 0 |
12,652,796 | 177,087 | 912,862 | 1,438,928,709 | 9,999.998837 | 1 | 46,757 | 21,000 | 54,863,696,114 | 0 |
12,652,797 | 1,560,558 | 912,862 | 1,438,928,720 | 0.858848 | 4 | 46,758 | 21,000 | 54,863,696,114 | 0 |
12,652,798 | 2,823,422 | 912,862 | 1,438,928,783 | 3,999.998755 | 2 | 46,764 | 21,000 | 59,263,413,606 | 0 |
12,652,799 | 1,343,620 | 912,862 | 1,438,929,054 | 4,999.998846 | 1 | 46,782 | 21,000 | 54,973,336,564 | 0 |
12,652,800 | 320,217 | 912,862 | 1,438,929,076 | 0.998819 | 1 | 46,783 | 21,000 | 56,258,440,003 | 0 |
12,652,801 | 2,765,861 | 912,862 | 1,438,929,177 | 0.719422 | 0 | 46,786 | 21,000 | 54,973,336,564 | 0 |
12,652,802 | 149,458 | 912,862 | 1,438,929,311 | 199.998762 | 0 | 46,797 | 21,000 | 58,966,470,545 | 0 |
12,652,803 | 320,217 | 912,862 | 1,438,929,315 | 179.498749 | 2 | 46,798 | 21,000 | 58,966,470,545 | 0 |
12,652,831 | 2,823,422 | 912,862 | 1,438,929,604 | 1,999.968808 | 3 | 46,816 | 21,000 | 56,761,411,336 | 0 |
12,652,832 | 320,217 | 912,862 | 1,438,929,624 | 199.498821 | 3 | 46,817 | 21,000 | 56,761,411,336 | 0 |
12,652,833 | 149,458 | 912,862 | 1,438,929,643 | 199.998808 | 1 | 46,818 | 21,000 | 56,188,121,081 | 0 |
12,652,837 | 1,770,431 | 912,862 | 1,438,930,049 | 2,100.328726 | 0 | 46,836 | 21,000 | 60,676,374,873 | 0 |
12,652,840 | 320,217 | 912,862 | 1,438,930,285 | 3,999.498771 | 4 | 46,849 | 21,000 | 58,512,530,783 | 0 |
12,652,842 | 1,770,431 | 912,862 | 1,438,930,291 | 1,000.108783 | 1 | 46,850 | 21,000 | 57,957,831,991 | 0 |
12,652,843 | 1,817,282 | 912,862 | 1,438,930,310 | 9.998771 | 0 | 46,851 | 21,000 | 57,957,831,991 | 0 |
12,652,851 | 1,542,719 | 912,862 | 1,438,930,537 | 0.998784 | 0 | 46,860 | 21,000 | 57,905,966,794 | 0 |
12,652,852 | 994,298 | 912,862 | 1,438,930,558 | 48.998784 | 0 | 46,861 | 21,000 | 57,352,964,810 | 0 |
12,652,859 | 1,343,620 | 912,862 | 1,438,930,842 | 2,499.998818 | 2 | 46,876 | 21,000 | 56,272,858,065 | 0 |
12,652,860 | 320,217 | 912,862 | 1,438,930,865 | 1,999.498818 | 5 | 46,878 | 21,000 | 56,272,858,065 | 0 |
12,652,863 | 861,786 | 912,862 | 1,438,931,038 | 999.998783 | 0 | 46,891 | 21,000 | 57,406,288,454 | 0 |
12,652,828 | 707,523 | 912,862 | 1,438,931,303 | 999.998796 | 1 | 46,902 | 21,000 | 57,315,136,600 | 0 |
12,652,829 | 2,567,267 | 912,862 | 1,438,931,347 | 0.998796 | 0 | 46,903 | 21,000 | 57,315,136,600 | 0 |
12,652,830 | 1,234,080 | 912,862 | 1,438,931,394 | 329.998796 | 0 | 46,906 | 21,000 | 57,315,136,600 | 0 |
12,652,836 | 707,523 | 912,862 | 1,438,931,795 | 959.78979 | 2 | 46,933 | 21,000 | 57,607,719,937 | 0 |
12,652,838 | 1,245,906 | 912,862 | 1,438,932,313 | 0.098737 | 0 | 46,960 | 21,000 | 60,147,130,374 | 0 |
12,652,847 | 734,033 | 912,862 | 1,438,932,571 | 29.99879 | 0 | 46,976 | 21,000 | 57,040,943,599 | 0 |
12,652,849 | 1,245,906 | 912,862 | 1,438,932,584 | 0.998802 | 1 | 46,977 | 21,000 | 57,040,943,599 | 0 |
12,652,854 | 1,584,768 | 912,862 | 1,438,932,839 | 498.998824 | 0 | 46,991 | 21,000 | 55,990,422,166 | 0 |
12,652,856 | 404,071 | 912,862 | 1,438,932,857 | 9.998824 | 0 | 46,993 | 21,000 | 55,990,422,166 | 0 |
12,652,834 | 2,765,861 | 912,862 | 1,438,933,337 | 124.998736 | 1 | 47,026 | 21,000 | 59,528,353,335 | 0 |
12,652,835 | 2,625,758 | 912,862 | 1,438,933,359 | 500.00875 | 0 | 47,028 | 21,000 | 59,528,353,335 | 0 |
12,652,844 | 2,044,174 | 912,862 | 1,438,934,054 | 99.998813 | 0 | 47,086 | 21,000 | 55,380,794,637 | 0 |
12,652,845 | 2,286,914 | 912,862 | 1,438,934,058 | 499.998837 | 0 | 47,087 | 21,000 | 55,380,794,637 | 0 |
12,652,848 | 404,071 | 912,862 | 1,438,934,067 | 1,988.998837 | 1 | 47,089 | 21,000 | 55,380,794,637 | 0 |
12,652,841 | 1,240,358 | 912,862 | 1,438,935,216 | 1.998798 | 0 | 47,157 | 21,000 | 57,246,433,841 | 0 |
12,652,846 | 2,044,174 | 912,862 | 1,438,935,302 | 9.998813 | 1 | 47,162 | 21,000 | 57,662,350,781 | 0 |
12,652,853 | 2,044,174 | 912,862 | 1,438,935,557 | 79.998784 | 2 | 47,173 | 21,000 | 57,897,211,329 | 0 |
12,652,855 | 1,240,358 | 912,862 | 1,438,935,587 | 19.998784 | 1 | 47,175 | 21,000 | 57,897,211,329 | 0 |
12,652,861 | 289,095 | 912,862 | 1,438,935,808 | 332.99875 | 0 | 47,192 | 21,000 | 58,892,164,460 | 0 |
12,652,839 | 84,676 | 912,862 | 1,438,936,326 | 1.998716 | 1 | 47,219 | 21,000 | 61,134,768,794 | 0 |
12,652,850 | 1,954,751 | 912,862 | 1,438,936,566 | 0.998606 | 0 | 47,233 | 21,000 | 65,779,379,352 | 0 |
12,652,857 | 2,044,174 | 912,862 | 1,438,936,834 | 109.998836 | 3 | 47,250 | 21,000 | 55,434,126,299 | 0 |
12,652,858 | 105,945 | 912,862 | 1,438,936,834 | 440.798836 | 0 | 47,250 | 21,000 | 55,434,126,299 | 0 |
12,652,862 | 320,217 | 912,862 | 1,438,937,057 | 4.987613 | 6 | 47,266 | 21,000 | 58,288,637,555 | 0 |
12,652,864 | 1,954,751 | 912,862 | 1,438,937,319 | 17.998819 | 1 | 47,280 | 21,000 | 56,867,877,306 | 0 |
12,652,865 | 1,542,719 | 912,862 | 1,438,938,058 | 16,197.998603 | 1 | 47,318 | 21,000 | 66,540,533,767 | 0 |
12,652,866 | 1,542,719 | 912,862 | 1,438,938,310 | 0.949473 | 2 | 47,331 | 21,000 | 72,704,372,665 | 0 |
12,652,867 | 2,669,083 | 912,862 | 1,438,938,838 | 200.998422 | 1 | 47,359 | 21,000 | 75,147,616,813 | 0 |
12,652,868 | 84,676 | 912,862 | 1,438,939,059 | 1.997628 | 2 | 47,369 | 21,000 | 111,844,477,973 | 0 |
12,652,869 | 2,319,871 | 912,862 | 1,438,939,062 | 51.997651 | 0 | 47,370 | 21,000 | 110,672,347,844 | 0 |
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