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Exception: SplitsNotFoundError Message: The split names could not be parsed from the dataset config. Traceback: Traceback (most recent call last): File "/usr/local/lib/python3.9/tarfile.py", line 190, in nti s = nts(s, "ascii", "strict") File "/usr/local/lib/python3.9/tarfile.py", line 174, in nts return s.decode(encoding, errors) UnicodeDecodeError: 'ascii' codec can't decode byte 0xa3 in position 2: ordinal not in range(128) During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/usr/local/lib/python3.9/tarfile.py", line 2588, in next tarinfo = self.tarinfo.fromtarfile(self) File "/usr/local/lib/python3.9/tarfile.py", line 1292, in fromtarfile obj = cls.frombuf(buf, tarfile.encoding, tarfile.errors) File "/usr/local/lib/python3.9/tarfile.py", line 1234, in frombuf chksum = nti(buf[148:156]) File "/usr/local/lib/python3.9/tarfile.py", line 193, in nti raise InvalidHeaderError("invalid header") tarfile.InvalidHeaderError: invalid header During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 298, in get_dataset_config_info for split_generator in builder._split_generators( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 77, in _split_generators first_examples = list(islice(pipeline, self.NUM_EXAMPLES_FOR_FEATURES_INFERENCE)) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 31, in _get_pipeline_from_tar for filename, f in tar_iterator: File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/track.py", line 50, 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 1346, in _iter_from_urlpath yield from cls._iter_tar(f) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 1297, in _iter_tar stream = tarfile.open(fileobj=f, mode="r|*") File "/usr/local/lib/python3.9/tarfile.py", line 1822, in open t = cls(name, filemode, stream, **kwargs) File "/usr/local/lib/python3.9/tarfile.py", line 1703, in __init__ self.firstmember = self.next() File "/usr/local/lib/python3.9/tarfile.py", line 2600, in next raise ReadError(str(e)) tarfile.ReadError: invalid header 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/split_names.py", line 65, in compute_split_names_from_streaming_response for split in get_dataset_split_names( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 352, in get_dataset_split_names info = get_dataset_config_info( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 303, in get_dataset_config_info raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.
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Dataset Card for LiveATC Recordings (Partial 2024-08-26)
Dataset Summary
This dataset contains a partial collection of 21,172 air traffic control audio recordings from LiveATC.net for the date August 26, 2024. The recordings are organized by ICAO airport code and stored in .tar.zst archives. Due to rate limiting on LiveATC.net, this dataset represents an incomplete sample rather than a full day's recordings as originally planned. It is provided as-is for research purposes.
Languages
The dataset is multilingual, with English being the primary language. Other languages may be present depending on the airport location:
- English (en): The majority of the content
- Other: Some content in other languages may be present
Dataset Structure
Data Files
The dataset consists of audio recordings: MP3 files stored in .tar.zst archives, named by ICAO airport code.
Data Fields
This dataset includes the following fields:
audio
: The MP3 audio recording fileicao
: ICAO code of the airport (derived from audio filename)facility
: Type of ATC facility (e.g., "CTAF", "TWR", derived from audio filename)date
: Date of the recording (derived from audio filename)time
: Time of the recording in UTC (derived from audio filename)
Data Splits
All examples are in a single split.
Audio Naming Convention
Audio files follow this naming convention:
{ICAO}-{Facility}-{Month}-{Day}-{Year}-{Time}Z.mp3
Example: 1G0-CTAF-Aug-26-2024-0000Z.mp3
Additional Information
License
This dataset is subject to LiveATC.net's Terms of Use. It is provided for personal, non-commercial use only. Redistribution, reproduction, or use for commercial, operational, law enforcement, or judicial activities is prohibited without explicit permission from LiveATC.net. Users must comply with all terms and conditions specified in LiveATC.net's full Terms of Use, which can be found at: https://www.liveatc.net/legal/
Users of this dataset are responsible for ensuring their use complies with LiveATC.net's terms and any applicable laws or regulations.
Considerations for Using the Data
This dataset could be used to improve air traffic control systems and study aviation safety. However, users should be aware of privacy considerations related to recorded voice communications. The dataset is incomplete and may not represent a full day's worth of communications. Audio quality may vary. Legal and ethical considerations of using recorded ATC communications should be carefully considered.
Users should consult LiveATC.net's terms of service and relevant aviation authorities regarding the use of air traffic control recordings for their specific purposes.
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