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The dataset generation failed
Error code: DatasetGenerationError
Exception: ValueError
Message: Seek before start of file
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1815, in _prepare_split_single
for _, table in generator:
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 692, in wrapped
for item in generator(*args, **kwargs):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/text/text.py", line 67, in _generate_tables
for file_idx, file in enumerate(itertools.chain.from_iterable(files)):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/track.py", line 49, in __iter__
for x in self.generator(*self.args):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 1344, in _iter_from_urlpaths
if xisfile(urlpath, download_config=download_config):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 727, in xisfile
fs, *_ = url_to_fs(path, **storage_options)
File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/core.py", line 395, in url_to_fs
fs = filesystem(protocol, **inkwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/registry.py", line 293, in filesystem
return cls(**storage_options)
File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 80, in __call__
obj = super().__call__(*args, **kwargs)
File "<string>", line 3, in __init__
File "/usr/local/lib/python3.9/unittest/mock.py", line 1092, in __call__
return self._mock_call(*args, **kwargs)
File "/usr/local/lib/python3.9/unittest/mock.py", line 1096, in _mock_call
return self._execute_mock_call(*args, **kwargs)
File "/usr/local/lib/python3.9/unittest/mock.py", line 1157, in _execute_mock_call
result = effect(*args, **kwargs)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 829, in track_metadata_read_once
out = func(instance, fo=urlpath, **kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/implementations/zip.py", line 62, in __init__
self.zip = zipfile.ZipFile(
File "/usr/local/lib/python3.9/zipfile.py", line 1266, in __init__
self._RealGetContents()
File "/usr/local/lib/python3.9/zipfile.py", line 1329, in _RealGetContents
endrec = _EndRecData(fp)
File "/usr/local/lib/python3.9/zipfile.py", line 270, in _EndRecData
fpin.seek(-sizeEndCentDir, 2)
File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 1737, in seek
raise ValueError("Seek before start of file")
ValueError: Seek before start of file
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1451, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 994, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, 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 1858, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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Data Files Manifest for Replication Archive
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==========================================
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Total size: 31GB (reduced from 272GB in original data folder)
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Total files: ~150 (reduced by removing pre-2018 SIPP data)
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File counts by type:
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- SIPP raw data (zip): 12 files (2018-2023 only)
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- SIPP unzipped data (dta): 6 files (2018-2023 only)
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- SIPP documentation (pdf): 6 files
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- EORA I-O data (txt): ~120 files (5 files per year for 2010-2021)
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- OECD I-O data (rdata): 5 files
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- Documentation/scripts: 3 files
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- Metadata files: 2 files
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Key data sources:
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1. SIPP (Survey of Income and Program Participation): Used for occupation/job transition analysis
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2. EORA Input-Output tables: Used for network analysis of economies
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3. OECD Input-Output data: Alternative I-O data source
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This represents a minimal dataset sufficient for replication.
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YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
Clean Data Directory for Replication Archive
This directory contains only the data files that are actually used by the replication code.
Directory Structure
data_clean/in/
Input data files used by the analysis:
sipp_raw/: Raw SIPP data files (12 zip files)
- Contains Survey of Income and Program Participation data from 2018-2023 only
- Files follow pattern:
pu{year}_dta.zipandrw{year}_dta.zip
sipp_unzipped/: Pre-unzipped SIPP data files (6 .dta files + 1 metadata file)
- Contains Stata format files ready for processing (2018-2023 only)
SIPP_data_dictionaries/: Documentation for SIPP data
- PDF files with metadata and variable definitions for each year
eora_io_data_{year}/: EORA Input-Output data by year (2010-2021)
- Each year folder contains:
Eora26_{year}_bp_T.txt: Trade matrixEora26_{year}_bp_Q.txt: Satellite accountsEora26_{year}_bp_FD.txt: Final demandEora26_{year}_bp_VA.txt: Value addedlabels_*.txt: Label files for the matrices
- Each year folder contains:
Eora26Structure.xlsx: EORA data structure documentation
oecd_io_data/: OECD Input-Output data
.rdatafiles containing pre-processed OECD I-O tables
getOECD_IO.R: Script for fetching OECD data (included for reference)
data_clean/out/
Output data files created by the analysis:
- sipp_job_panel.csv: Processed SIPP job panel data (created by processSIPP.R)
Notes
The EORA data for years 2010-2021 is included as these years are potentially used in the analysis, even though the main configuration uses 2015-2017.
SIPP data has been limited to years 2018-2023 as these are the only years used in the paper's analysis.
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