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Datasets:
ZeeshanSaud
/
CodeTruthAgent-V3-Module2-Evaluation

Tags:
code
code-analysis
static-analysis
call-graph
software-engineering
ast
License:
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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 14 new columns ({'functions', 'self_method_not_found', 'resolved_calls', 'attribute_call', 'parse_errors', 'modules_parsed', 'external_deps', 'resolved_pct', 'unresolved_total', 'files_scanned', 'status', 'name_call_unresolved', 'governance_gate', 'classes'}) and 6 missing columns ({'java_summary', 'javascript_files_found', 'java_files_found', 'c_cpp_files_found', 'javascript_summary', 'c_cpp_summary'}).

This happened while the json dataset builder was generating data using

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'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_PyPSA.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_amaranth.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ardupilot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_astropy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_biopython.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ccxt.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_circuitpython.json', 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'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_redis.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_rust.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_scapy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_shapely.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_solana-py.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_spaCy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_spring-boot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_toga.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_transformers.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_u-boot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ui5-webcomponents.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ultralytics.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_vscode.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_whisper.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_xarray.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_zephyr.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_zipline.json']

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 1837, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              repo: string
              status: string
              files_scanned: int64
              modules_parsed: int64
              functions: int64
              classes: int64
              external_deps: int64
              resolved_calls: int64
              unresolved_total: int64
              resolved_pct: double
              governance_gate: string
              parse_errors: int64
              attribute_call: int64
              name_call_unresolved: int64
              self_method_not_found: int64
              to
              {'repo': Value('string'), 'c_cpp_files_found': Value('int64'), 'c_cpp_summary': {'files_with_data': Value('int64'), 'functions': Value('int64'), 'classes': Value('int64'), 'external_deps': Value('int64'), 'resolved_calls': Value('int64'), 'unresolved_calls': Value('int64'), 'resolved_pct': Value('float64'), 'parse_errors': Value('int64')}, 'javascript_files_found': Value('int64'), 'javascript_summary': {'files_with_data': Value('int64'), 'functions': Value('int64'), 'classes': Value('int64'), 'external_deps': Value('int64'), 'resolved_calls': Value('int64'), 'unresolved_calls': Value('int64'), 'resolved_pct': Value('float64'), 'parse_errors': Value('int64')}, 'java_files_found': Value('int64'), 'java_summary': {'files_with_data': Value('int64'), 'functions': Value('int64'), 'classes': Value('int64'), 'external_deps': Value('int64'), 'resolved_calls': Value('int64'), 'unresolved_calls': Value('int64'), 'resolved_pct': Value('float64'), 'parse_errors': 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 1361, 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 940, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 14 new columns ({'functions', 'self_method_not_found', 'resolved_calls', 'attribute_call', 'parse_errors', 'modules_parsed', 'external_deps', 'resolved_pct', 'unresolved_total', 'files_scanned', 'status', 'name_call_unresolved', 'governance_gate', 'classes'}) and 6 missing columns ({'java_summary', 'javascript_files_found', 'java_files_found', 'c_cpp_files_found', 'javascript_summary', 'c_cpp_summary'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation/MODULE2_FULL_SUMMARY.json (at revision 5d096bde03566d23fdde1a7320219618eb987932), ['hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/LANGUAGE_ADAPTERS_SUMMARY.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/MODULE2_FULL_SUMMARY.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_FreeCAD.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_LibreCAD.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_MetPy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_OpenMDAO.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_PyPSA.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_amaranth.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ardupilot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_astropy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_biopython.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ccxt.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_circuitpython.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_cocotb.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_cvxpy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_django.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_drake.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_dronekit-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_elasticsearch.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_fastapi.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ffmpeg-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_flask.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_geopandas.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_gnuradio.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_go.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_gst-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_hl7apy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_kivy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_kubernetes-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_librosa.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_micropython.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_napalm.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_netmiko.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_networkx.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_nginx.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_nltk.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_odoo.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_opencv-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pandapower.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pennylane.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_poliastro.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pulp.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pulumi.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pwntools.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_py-evm.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pyNastran.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pydicom.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_python-igraph.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_python-jenkins.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_python-sgp4.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_qiskit.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_rclpy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_react.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_redis.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_rust.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_scapy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_shapely.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_solana-py.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_spaCy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_spring-boot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_toga.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_transformers.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_u-boot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ui5-webcomponents.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ultralytics.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_vscode.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_whisper.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_xarray.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_zephyr.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_zipline.json'], ['hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/LANGUAGE_ADAPTERS_SUMMARY.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/MODULE2_FULL_SUMMARY.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_FreeCAD.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_LibreCAD.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_MetPy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_OpenMDAO.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_PyPSA.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_amaranth.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ardupilot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_astropy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_biopython.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ccxt.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_circuitpython.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_cocotb.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_cvxpy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_django.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_drake.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_dronekit-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_elasticsearch.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_fastapi.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ffmpeg-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_flask.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_geopandas.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_gnuradio.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_go.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_gst-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_hl7apy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_kivy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_kubernetes-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_librosa.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_micropython.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_napalm.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_netmiko.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_networkx.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_nginx.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_nltk.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_odoo.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_opencv-python.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pandapower.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_pennylane.json', 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'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_redis.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_rust.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_scapy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_shapely.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_solana-py.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_spaCy.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_spring-boot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_toga.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_transformers.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_u-boot.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ui5-webcomponents.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_ultralytics.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_vscode.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_whisper.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_xarray.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_zephyr.json', 'hf://datasets/ZeeshanSaud/CodeTruthAgent-V3-Module2-Evaluation@5d096bde03566d23fdde1a7320219618eb987932/graph_zipline.json']
              
              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.

repo
string
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c_cpp_summary
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javascript_summary
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java_files_found
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elasticsearch
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vscode
23
{ "files_with_data": 21, "functions": 82, "classes": 13, "external_deps": 12, "resolved_calls": 110, "unresolved_calls": 1091, "resolved_pct": 9.2, "parse_errors": 0 }
11,094
{ "files_with_data": 300, "functions": 1205, "classes": 136, "external_deps": 53, "resolved_calls": 2529, "unresolved_calls": 15177, "resolved_pct": 14.3, "parse_errors": 0 }
7
null
whisper
0
null
0
null
0
null
xarray
0
null
0
null
0
null
zephyr
14,274
{ "files_with_data": 298, "functions": 1228, "classes": 78, "external_deps": 51, "resolved_calls": 695, "unresolved_calls": 5508, "resolved_pct": 11.2, "parse_errors": 0 }
21
{ "files_with_data": 21, "functions": 89, "classes": 2, "external_deps": 0, "resolved_calls": 201, "unresolved_calls": 2951, "resolved_pct": 6.4, "parse_errors": 0 }
0
null
zipline
0
null
0
null
0
null
FreeCAD
null
null
null
null
null
null
LibreCAD
null
null
null
null
null
null
MetPy
null
null
null
null
null
null
OpenMDAO
null
null
null
null
null
null
PyPSA
null
null
null
null
null
null
amaranth
null
null
null
null
null
null
ardupilot
null
null
null
null
null
null
astropy
null
null
null
null
null
null
biopython
null
null
null
null
null
null
ccxt
null
null
null
null
null
null
circuitpython
null
null
null
null
null
null
cocotb
null
null
null
null
null
null
cvxpy
null
null
null
null
null
null
django
null
null
null
null
null
null
drake
null
null
null
null
null
null
dronekit-python
null
null
null
null
null
null
elasticsearch
null
null
null
null
null
null
fastapi
null
null
null
null
null
null
ffmpeg-python
null
null
null
null
null
null
flask
null
null
null
null
null
null
geopandas
null
null
null
null
null
null
gnuradio
null
null
null
null
null
null
go
null
null
null
null
null
null
gst-python
null
null
null
null
null
null
hl7apy
null
null
null
null
null
null
kivy
null
null
null
null
null
null
kubernetes-python
null
null
null
null
null
null
librosa
null
null
null
null
null
null
micropython
null
null
null
null
null
null
napalm
null
null
null
null
null
null
netmiko
null
null
null
null
null
null
End of preview.

CodeTruth Agent V3 — Module 2 — Evaluation Data

Raw validation output from CodeTruth Agent V3, Module 2: Repository Graph Engine — a deterministic, AST-based engine that maps a Python repository's structure as 6 graphs: functions, classes, modules, imports, dependencies, and resolved function/method calls.

Code: https://github.com/Zeeshan78699/CodeTruthAgent Release: https://github.com/Zeeshan78699/CodeTruthAgent/releases/tag/v3.0.0-module2

What's in this dataset

  • Per-repository graphs (69 graph_*.json files, e.g. graph_django.json, graph_redis.json) — full output from Module 2, one file per repository in the 69-repository validation set. Each contains function_graph, class_graph, module_graph, import_graph, dependency_graph, call_graph, unresolved, cyclic_clusters, governance_gate, and (where applicable) language_composition.
  • MODULE2_FULL_SUMMARY.{csv,json,md} — aggregate results across all 69 repositories (files scanned, functions, classes, resolved calls, unresolved breakdown, governance gate per repo).
  • LANGUAGE_ADAPTERS_SUMMARY.{csv,json,md} — results from the multi-language extension scaffold (Java, JavaScript/TypeScript, C/C++ adapters) across the same 69 repositories.

Headline numbers

  • 69 repositories, 0 crashes
  • 49,379 Python files, 515,610 functions, 84,468 classes
  • 1,005,321 resolved call edges
  • 65/69 governance gate APPROVED, 4/69 correctly BLOCKED (non-Python repos)

Why these files are here (not on GitHub)

Two of the per-repo graphs (graph_transformers.json, graph_odoo.json) exceed GitHub's 100MB file-size limit, and several others exceed its 50MB recommendation. All 69 are hosted here together for completeness and reproducibility.

License

GPLv3, matching the source project.
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