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Datasets:
matlok
/
python-audio-copilot-training-using-inheritance-knowledge-graphs

Tasks:
Text-to-Audio
Audio-to-Audio
Question Answering
Modalities:
Tabular
Text
Formats:
parquet
Sub-tasks:
parsing
Size:
< 1K
Tags:
python-copilot
python-coding
python-architecture
knowledge-graphs
multimodal
text-image-audio
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
xet
 Community
Dataset Viewer
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The JWT signature verification failed. Check the signing key and the algorithm.
Error code:   JWTInvalidSignature
Exception:    InvalidSignatureError
Message:      Signature verification failed
Traceback:    Traceback (most recent call last):
                File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
                  decoded = jwt.decode(
                      jwt=token,
                  ...<2 lines>...
                      options=options,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
                  decoded = self.decode_complete(
                      jwt,
                  ...<8 lines>...
                      leeway=leeway,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
                  decoded = self._jws.decode_complete(
                      jwt,
                  ...<3 lines>...
                      detached_payload=detached_payload,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
                  self._verify_signature(
                  ~~~~~~~~~~~~~~~~~~~~~~^
                      signing_input,
                      ^^^^^^^^^^^^^^
                  ...<4 lines>...
                      options=merged_options,
                      ^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
                  raise InvalidSignatureError("Signature verification failed")
              jwt.exceptions.InvalidSignatureError: Signature verification failed

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Python Copilot Audio Training using Inheritance and Polymorphism Knowledge Graphs

This dataset is a subset of the matlok python copilot datasets. Please refer to the Multimodal Python Copilot Training Overview for more details on how to use this dataset.

Details

Each base class for each unique class in each module file has a question and answer mp3 where one voice reads the question and another voice reads the answer. Both mp3s are stored in the parquet dbytes column and the associated source code file_path identifier.

  • Rows: 96874
  • Size: 29.9 GB
  • Data type: mp3
  • Format: narrated alpaca question and answers using two voices

Schema 

{
    "audio_path": "string",
    "audio_type": "string",
    "dbytes": "binary",
    "dbytes_len": "int64",
    "file_path": "string",
    "file_path_len": "int64",
    "lang": "string",
    "lang_len": "int64",
    "recsize": "int64"
}

How to use the dataset 

from datasets import load_dataset

ds = load_dataset("matlok/python-audio-copilot-training-using-inheritance-knowledge-graphs", data_dir="files")
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