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Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError Exception: OSError Message: cannot find loader for this HDF5 file Traceback: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 322, in compute compute_first_rows_from_parquet_response( File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 88, in compute_first_rows_from_parquet_response rows_index = indexer.get_rows_index( File "/src/libs/libcommon/src/libcommon/parquet_utils.py", line 640, in get_rows_index return RowsIndex( File "/src/libs/libcommon/src/libcommon/parquet_utils.py", line 521, in __init__ self.parquet_index = self._init_parquet_index( File "/src/libs/libcommon/src/libcommon/parquet_utils.py", line 538, in _init_parquet_index response = get_previous_step_or_raise( File "/src/libs/libcommon/src/libcommon/simple_cache.py", line 591, in get_previous_step_or_raise raise CachedArtifactError( libcommon.simple_cache.CachedArtifactError: The previous step failed. During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/utils.py", line 96, in get_rows_or_raise return get_rows( File "/src/libs/libcommon/src/libcommon/utils.py", line 197, in decorator return func(*args, **kwargs) File "/src/services/worker/src/worker/utils.py", line 73, in get_rows rows_plus_one = list(itertools.islice(ds, rows_max_number + 1)) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1820, in __iter__ example = _apply_feature_types_on_example( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1388, in _apply_feature_types_on_example decoded_example = features.decode_example(encoded_example, token_per_repo_id=token_per_repo_id) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/features/features.py", line 1986, in decode_example return { File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/features/features.py", line 1987, in <dictcomp> column_name: decode_nested_example(feature, value, token_per_repo_id=token_per_repo_id) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/features/features.py", line 1351, in decode_nested_example return schema.decode_example(obj, token_per_repo_id=token_per_repo_id) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/features/image.py", line 188, in decode_example image.load() # to avoid "Too many open files" errors File "/src/services/worker/.venv/lib/python3.9/site-packages/PIL/ImageFile.py", line 366, in load raise OSError(msg) OSError: cannot find loader for this HDF5 file
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funcom-python dataset
Funcom-python dataset is a dataset from 40,000 Python projects downloaded from Github. It inludes 270k functions. We provide the details of our dataset in the following table:
filename | Value |
---|---|
coms.test | reference comment for testset |
com.tok | token file for comment |
dataset_graph.pkl | graph data for codegnnGRU model |
dataset_seqs.h5 | sequence data which includes comment for training, and code for prediction and training |
dataset_short.pkl | file includes all tokens |
graph.tok | token file for graph |
smls.tok | token file for AST |
Details Parameters
We provide details of the parameters in the following table:
Parameters | Value |
---|---|
tokens in target subroutine | 50 |
words in summary | 13 |
source code vocabulary size | 100k |
summary vocabulary size | 11000 |
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