Datasets:

---

Nidhal101

/

SAIG_T2V

like 0

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 8 new columns ({'GPU_1_Power_W', 'GPU_6_Power_W', 'GPU_3_Power_W', 'Tiling', 'GPU_7_Power_W', 'GPU_2_Power_W', 'GPU_4_Power_W', 'GPU_5_Power_W'}) and 7 missing columns ({'Num_GPUs', 'Family', 'Generating_Time', 'Task', 'Generating_Wh', 'GPU', 'Node_Cumulative_Wh_per_GPU'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Nidhal101/SAIG_T2V/master_config_49.csv (at revision 0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e), [/tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_1GPU.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_1GPU.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_49.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_49.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_FullStation.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_FullStation.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_LTX_Global1.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_LTX_Global1.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet49.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet49.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetFullStation.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetFullStation.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXB200.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXB200.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXH200.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXH200.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet_1GPU.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet_1GPU.csv)]

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 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, 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
              Model Name: string
              Batch_Size: int64
              Height: int64
              Width: int64
              Num_Steps: int64
              Num_Frames: int64
              Node_Power_W: double
              Avg_GPU_Util: double
              Avg_Mem_Util: double
              GPU_0_Power_W: double
              GPU_1_Power_W: double
              GPU_2_Power_W: double
              GPU_3_Power_W: double
              GPU_4_Power_W: double
              GPU_5_Power_W: double
              GPU_6_Power_W: double
              GPU_7_Power_W: double
              Node_Cumulative_Wh: double
              Denoise_Wh: double
              VAE_Wh: double
              Save_Wh: double
              Total_Exec_Time: double
              Denoise_Time: double
              VAE_Time: double
              Save_Time: double
              Tiling: bool
              Energy/Time (Wh/s): double
              VAEEnergy/Time (Wh/s): double
              DenoiseEnergy/Time (Wh/s): double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3853
              to
              {'Model Name': Value('string'), 'Batch_Size': Value('int64'), 'Height': Value('int64'), 'Width': Value('int64'), 'Num_Steps': Value('int64'), 'Num_Frames': Value('int64'), 'Node_Power_W': Value('float64'), 'Avg_GPU_Util': Value('float64'), 'Avg_Mem_Util': Value('float64'), 'GPU_0_Power_W': Value('float64'), 'Node_Cumulative_Wh': Value('float64'), 'Denoise_Wh': Value('float64'), 'VAE_Wh': Value('float64'), 'Generating_Wh': Value('float64'), 'Save_Wh': Value('float64'), 'Total_Exec_Time': Value('float64'), 'Denoise_Time': Value('float64'), 'VAE_Time': Value('float64'), 'Generating_Time': Value('float64'), 'Save_Time': Value('float64'), 'Task': Value('string'), 'Family': Value('string'), 'Num_GPUs': Value('int64'), 'GPU': Value('string'), 'Energy/Time (Wh/s)': Value('float64'), 'VAEEnergy/Time (Wh/s)': Value('float64'), 'DenoiseEnergy/Time (Wh/s)': Value('float64'), 'Node_Cumulative_Wh_per_GPU': Value('float64')}
              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 1739, 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 1892, 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 8 new columns ({'GPU_1_Power_W', 'GPU_6_Power_W', 'GPU_3_Power_W', 'Tiling', 'GPU_7_Power_W', 'GPU_2_Power_W', 'GPU_4_Power_W', 'GPU_5_Power_W'}) and 7 missing columns ({'Num_GPUs', 'Family', 'Generating_Time', 'Task', 'Generating_Wh', 'GPU', 'Node_Cumulative_Wh_per_GPU'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Nidhal101/SAIG_T2V/master_config_49.csv (at revision 0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e), [/tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_1GPU.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_1GPU.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_49.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_49.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_FullStation.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_FullStation.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_LTX_Global1.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_config_LTX_Global1.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet49.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet49.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetFullStation.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetFullStation.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXB200.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXB200.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXH200.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheetLTXH200.csv), /tmp/hf-datasets-cache/medium/datasets/97515262075349-config-parquet-and-info-Nidhal101-SAIG_T2V-7f8ad71f/hub/datasets--Nidhal101--SAIG_T2V/snapshots/0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet_1GPU.csv (origin=hf://datasets/Nidhal101/SAIG_T2V@0c72e00d7b5e21c7afeae1fdca56ae4c4ca2226e/master_sheet_1GPU.csv)]
              
              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)