PyPI / fsspec / 2026.9.0

fsspec 2026.9.0

Source
https://github.com/fsspec/filesystem_spec
Tag scanned
2026.9.0
Compared with
2026.7.0 (0 signals introduced since)
Files
142 scanned, 9 skipped (binary, oversized, or unrecognised)
Signals
0 critical · 0 warn · 77 info
Scan time
58.2 s
LLM review
Reviewed by claude-haiku-5-5 (Anthropic): 76 of 76 warn and critical signals; 76 demoted to info.
Disclude version
4.1.0
Scanned (UTC)
2026-10-21 21:59

Signals

Ordered by severity, then signals introduced in this release. Hidden characters are shown as ⟨U+…⟩.

  1. info warn → info by review decoder-decompress-payload fsspec/compression.py:137:16

    file imports decoder module(s) bz2, gzip, lzma and calls `.decompress()` — embedded payload decompressed at runtime (ast pass, confidence 0.75)

            data = self.infile.read(end - start)
            return self.codec.decompress(data)
    likely benign LLM, confidence 0.85 Read-range wrapper that decompresses file data with a standard stdlib codec.
    Reasoning

    This is the standard fsspec compression wrapper: it reads a byte range from a file and decompresses it with the stdlib codec chosen for the file format (e.g. gzip, bz2, lzma). Decompressing data read from a user's file is the normal purpose of the module, not a hidden embedded payload.

  2. base64-like blob (180 bytes over 3 lines, compression ratio 0.93) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzMOw7CMAwA0Lt4jhQX8VMOwAUYURWVxBFGFEe2Wah6dyrWN7wFGr/IIN0W6JM/
            IEG8bHJ1UYrNrFPJ9d4sdpUnFc8q4hCALVdWSK4fCv8kG38JEgaYpXLjMjnLOzvPmw6nw2444x6P
            iLiO6w8AAP//AwBhkoZWeAAAAA==
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    The blob begins with H4sI, the base64 of a gzip header, and is stored as !!binary in a recorded HTTP response cassette from a test suite. This is a recorded gzip-compressed API response, a normal artifact of VCR-style test recording.

  3. base64-like blob (328 bytes over 5 lines, compression ratio 0.87) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAzyOUUvEMBCE/0rIs20VC7nek3BWuJcrtCcIIiFNtjXSduNuFI/j/rupBz4tw843
            M2cJREjaogO5lW3dNc/trtaPTd3pQ3PU9cu+O8obOQOzGVfPAcXgJxBIwnkCG5FOAn48Rxa4iGDi
            uyiekqNLHygG5gBWu37gIhB+JEATYixmz+yXUf+H5KnGQTR+Yrl9PcuHeApr4XryEXGcwATPucW5
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Same pattern: a gzip (H4sI) base64 body inside a recorded test cassette for the DBFS listing API, consistent with compressed response recording.

  4. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    A gzip-encoded (H4sI) binary response body in a recorded test cassette for DBFS mkdir; expected for recorded compressed HTTP responses.

  5. base64-like blob (300 bytes over 4 lines, compression ratio 0.87) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAySMUUvDMBSF/0rIs01V2ozuSdAKe1mhnSCIhCy5rYG2t95EsYz9d2/Z0+Fwvu9c
            JBAhGYce5F62dde8tc+1eWnqzhybk6nfD91J3skJYrTDxhxR9GEEgSR8IHAJaRXwF2KKAmex2PQl
            8lcmOl4gn9acMcUXHpINY5T7j4t8SuuynW2hBsRhBLuEqBxO+a0qWpxq4fsHYjrMPfIB3ZoJns37
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Gzip base64 body (H4sI) in a VCR cassette of a test HTTP exchange; benign test fixture data.

  6. base64-like blob (244 bytes over 4 lines, compression ratio 0.90) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zRTQ7CIBAF4LvMmqSA0B8O4AVcGkNogTjGSgO40KZ3t3VtXbB9yXx5eTODx7tL
            oM4zTCZfQUF1XJNTDtFVPqXJDdr2PgEBTNpiBJXj05HvnU74dqAogTFY9DiYjOGhM45ryhrJWUsF
            rSmlC/nl30wsggWVLW9qvguPr9K+jHP2h7UmmxJadE0tDmyfzqbf/lCwMpOdkKITW+vL8gEAAP//
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Gzip base64 body in a recorded test cassette response; consistent with normal API recording and not executable content.

  7. base64-like blob (164 bytes over 3 lines, compression ratio 0.95) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA6pWSsvMSS1WsoquVipILMlQslLSdwOKBJfkF6Xq51bqp2QWKekoZRbHgxhWJUWl
            qTpgLfHFmVWpSlYGOkq5+SmZaZnJiSWZ+XnxJZm5QFFDc1MjQwtDIyNDAwOD2thaAAAAAP//AwCJ
            NH9UZgAAAA==
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Gzip base64 blob in a test cassette YAML file; a recorded compressed HTTP response body, not a dropper.

  8. base64-like blob (152 bytes over 2 lines, compression ratio 0.95) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA6pWKkgsyVCyUtJ3y8xJDS7JL0rVz63UT8ksUtJRyiyOBzGsSopKU3WU0oAK4osz
            q1KVrAx0lHLzUzLTMpMTSzLz8+JLMnOBoobmpkaGFoZGRoYGBga1AAAAAP//AwB/E7r0WgAAAA==
        headers:
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Gzip base64 body in a recorded VCR cassette for the DBFS test suite; benign test data.

  9. base64-like blob (548 bytes over 8 lines, compression ratio 0.81) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA7SR3WrcMBCFX0XooleWLXsl/0FIL+pCoHRhu1fplkW2Ro7BthxpvMGEvHvlhPQN
            qhsxks6ZT3NeKThn3bWzGmhNH47X5nQ6nmhEJ/Be9fvhcQGncLAzMWoYQdfkQs9PQBx0q/PDDcjz
            Cm4ji3JqAgRHbmpcgUyrR9ICQRcKtETDGG6JIrOdGUwLbkQPwQSt2+ILjYjgVUS+NT+acxORJ8TF
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Gzip base64 body in a recorded test cassette; the raw pass flags encoding only, and the content is a standard compressed API response.

  10. base64-like blob (244 bytes over 4 lines, compression ratio 0.90) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zRTQ7CIBAF4LvMmqSA0B8O4AVcGkNogTjGSgO40KZ3t3VtXbB9yXx5eTODx7tL
            oM4zTCZfQUF1XJNTDtFVPqXJDdr2PgEBTNpiBJXj05HvnU74dqAogTFY9DiYjOGhM45ryhrJWUsF
            rSmlC/nl30wsggWVLW9qvguPr9K+jHP2h7UmmxJadE0tDmyfzqbf/lCwMpOdkKITW+vL8gEAAP//
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Gzip base64 body in a VCR test cassette; a recorded compressed response, benign.

  11. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.93 Gzip-compressed HTTP response body recorded in a test cassette.
    Reasoning

    Gzip base64 body (H4sI prefix) in a recorded test cassette; standard test fixture content.

  12. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a DBFS test cassette.
    Reasoning

    The blob starts with H4sI, the base64 prefix for a gzip stream, and sits in a recorded HTTP response body inside a VCR test cassette. Recorded responses are stored this way, so this is a normal test fixture, not obfuscation.

  13. base64-like blob (304 bytes over 4 lines, compression ratio 0.87) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAySN3WrDMAxGX8X4enHG0jZtrwZbCr1pIOlgMIpRbTU1pJErez+h9N3n0AshPvSd
            o5tEZmJtyKJcy6Zq64/mrdLvddXqXb3X1ee23csnecEQoJs6OxIn16MgFtYxmkg8CvxzIQZBg/AQ
            zyLfpEabLpj7EdKHX5UcFiO4Psj1102+xtFPtmmpjqjrEbwLytAlf0TF3qgGr98Y4nY4URLwI2ln
    likely benign LLM, confidence 0.95 Base64-encoded gzip recorded response in a fsspec DBFS test cassette.
    Reasoning

    The H4sI gzip prefix and the placement within a recorded YAML HTTP interaction in a test cassette indicate a captured API response. It is test data and does not execute or hide anything.

  14. base64-like blob (304 bytes over 4 lines, compression ratio 0.87) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAySNUWuDMBSF/0rIc40FZxv7VOgc9KWCdjAYJURzdQHrzW6yblL63xfp0+Vwzvfd
            OwciJNWhAb7jddlU7/WhVK9V2ahTdVblx7E58xW/gvd6WDYnZL0dgSExYwm6gDQz+LM+eIYTczp8
            sfQtLprYQOpmHT/8iugwELQdPd993vk+zG6xLUcMiMMI2lkvOrymzyjIdaKG7x/w4Tj1GAX0TMqa
    likely benign LLM, confidence 0.95 Recorded gzip response body encoded in base64 within a test cassette.
    Reasoning

    This is another gzip (H4sI) base64 body in a VCR cassette for the dbfs test. The raw pass flags base64 blobs often, and this is a known false-positive pattern for recorded fixtures.

  15. base64-like blob (316 bytes over 5 lines, compression ratio 0.86) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAySNy2rDMBBFf0VoHct5uE6cVaFxIZsY7BQKoYiJNXIFjkeV1KQm5N8rk9Vwufec
            uXN0jpxsSSHf8rpsqo/6rZS7qmzkoTrK8nPfHPmMX9B76KbNgZg2PTJyTBmHbSA3MvwzPnhGA7MQ
            vln6HhdNbDC1I8QPt1QZOGNAL6JMYQDTe7493flrGO2knY7oiLoewRovWrqkzyicbUWNP7/ow37Q
    likely benign LLM, confidence 0.95 Base64 gzip HTTP response captured in a DBFS test cassette.
    Reasoning

    The gzip-base64 payload is a recorded HTTP response in a test cassette file. Nothing in the snippet executes code or conceals intent.

  16. line length 5864 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327244878228, "data": "UEFSMRUEFdABFdABTBUaFQASAAABAAAAAAAAAAUAAAAAAAAACAAAAAAAAAAGAAAAAAAAAAoAAAAAAAAABAAAAAAAAAAMAAAAAAAAAA8AAAAAAAAACQAAAAAAAAANAAAAAAAAAAsAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABUAFTAVMCwVMhUQFQYVBhwYCBAAAAAAAAAAGAgAAAAAAAAAABYAKAgQAAAAAAAAABgIAAAAAAAAAAAAAAACAAAAMgEECRAyVAZVJnOHiUq
    likely benign LLM, confidence 0.93 Long JSON response line containing a base64-encoded Parquet file in a test cassette.
    Reasoning

    The 5864-character line is a JSON body field holding base64 data that starts with UEFSMR, the encoding of PAR1, a Parquet file magic. This is a recorded Parquet file returned by the mocked DBFS read, which is ordinary for a pyarrow test fixture.

  17. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed recorded HTTP body in base64 inside a test cassette.
    Reasoning

    Gzip base64 (H4sI) recorded response in a VCR cassette used by the test suite. This is standard test fixture content.

  18. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Repeated recorded gzip response body in base64 in a DBFS test cassette.
    Reasoning

    Same gzip base64 pattern repeated in the cassette, with the same ending bytes as another recorded response. It is replayed HTTP data for tests.

  19. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Recorded gzip base64 HTTP response in a test cassette.
    Reasoning

    Identical gzip base64 recorded response in the cassette. The content is a captured HTTP interaction, not executable or hidden logic.

  20. base64-like blob (176 bytes over 3 lines, compression ratio 0.94) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzLQQrCMBBG4bvMOpCkUiw5gBfoskiIZoo/WFMmI1JL725w+/HeTjOeXClMO61J
            HxTIXpqMWoTtuiWR8rEZ6cbaMkOoMUMoqLzZ/OdY8WUKztBSMmbck6K8omJp6s995wffnQbn3HE9
            fgAAAP//AwDO0BaucAAAAA==
    likely benign LLM, confidence 0.95 Base64 gzip recorded response body in a fsspec test fixture.
    Reasoning

    Gzip base64 blob in a VCR cassette for dbfs tests. The data is a recorded response body and carries no code execution or concealment.

  21. base64-like blob (176 bytes over 3 lines, compression ratio 0.94) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzLQQrCMBBG4bvMOpCkUiw5gBfoskiIZoo/WFMmI1JL725w+/HeTjOeXClMO61J
            HxTIXpqMWoTtuiWR8rEZ6cbaMkOoMUMoqLzZ/OdY8WUKztBSMmbck6K8omJp6s995wffnQbn3HE9
            fgAAAP//AwDO0BaucAAAAA==
    likely benign LLM, confidence 0.95 A base64-encoded gzip response body recorded in a test cassette.
    Reasoning

    The blob starts with the gzip header (H4sI) and sits under a !!binary key in a VCR cassette, which records an HTTP response body. The base64 is an ordinary compressed API response in a test fixture, with no execution or dropper behavior.

  22. base64-like blob (176 bytes over 3 lines, compression ratio 0.94) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzLQQrCMBBG4bvMOpCkUiw5gBfoskiIZoo/WFMmI1JL725w+/HeTjOeXClMO61J
            HxTIXpqMWoTtuiWR8rEZ6cbaMkOoMUMoqLzZ/OdY8WUKztBSMmbck6K8omJp6s995wffnQbn3HE9
            fgAAAP//AwDO0BaucAAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    This is a recorded HTTP response body in a VCR test cassette. The H4sI prefix is a gzip header, so the blob is a compressed API response from a test fixture, not an obfuscated payload. The raw pass flags base64 by pattern alone.

  23. base64-like blob (176 bytes over 3 lines, compression ratio 0.94) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzLQQrCMBBG4bvMOpCkUiw5gBfoskiIZoo/WFMmI1JL725w+/HeTjOeXClMO61J
            HxTIXpqMWoTtuiWR8rEZ6cbaMkOoMUMoqLzZ/OdY8WUKztBSMmbck6K8omJp6s995wffnQbn3HE9
            fgAAAP//AwDO0BaucAAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    Same cassette and same gzip-encoded response body as the other entries. It is a recorded test fixture with no executable content.

  24. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    A gzip-encoded (H4sI) binary body in a VCR cassette for the dbfs read test. Raw-pass base64 heuristics fire on this format by design.

  25. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    Identical gzip-encoded response payload to the other cassette entries. It is recorded test data from a mocked API call.

  26. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    A gzip-encoded binary response body in a VCR cassette. The format is expected for recorded HTTP interactions in this project's tests.

  27. base64-like blob (3540 bytes over 47 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5xYW7OquBL+L/t1nSrRpWvpvCXcBG8EIQgvp/CyQRHxshRx6vz30wmasHfNqpka
            qqJNku7+0v0laf3zx7L62lz+e97E6x9/dN97g//8WMdf8Y8/fvi6MZ+48LlGmDUP+7FB0BwhhKE9
            H/8lIFVIyJRiIcSG0kR0or4QVSLEqZDQRYpSIkLEPjI8RCdqSSepTwwSUpyWodpwZqJETEc4RCOU
    likely benign LLM, confidence 0.95 Larger gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    A larger gzip-encoded response body (3540 bytes) in the same test cassette. Its size and compression ratio are consistent with a recorded API payload, not hidden code.

  28. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    Repeat of the gzip-encoded response body pattern in a VCR cassette used by the dbfs tests. No executable or dropper behavior is present.

  29. base64-like blob (220 bytes over 3 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNQQ6CMBBA0bvMGm0LRWgP4AVcGkOGdhonAYttjVHC3SVu/1v8FQJPlMFeV1iw
            3MGCOO/lUmIisXwwpfgWnnGkQlmYEaUONXnjjNaEWDtyoTv1mozrRnWQxwXT80UFKuA8eE5gA06Z
            qv9oyPwlsLppTQVz9BzYYeH4GArPO6iurVWv6qaXUm637QcAAP//AwChybKmnwAAAA==
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    Another gzip-encoded binary response in the same recorded cassette. The raw base64 flag reflects the encoding, not malicious intent.

  30. base64-like blob (3540 bytes over 47 lines, compression ratio 0.76) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5xYW7OquBL+L/t1nSrRpWvpvCXcBG8EIQgvp/CyQRHxshRx6vz30wmasHfNqpka
            qqJNku7+0v0laf3zx7L62lz+e97E6x9/dN97g//8WMdf8Y8/fvi6MZ+48LlGmDUP+7FB0BwhhKE9
            H/8lIFVIyJRiIcSG0kR0or4QVSLEqZDQRYpSIkLEPjI8RCdqSSepTwwSUpyWodpwZqJETEc4RCOU
    likely benign LLM, confidence 0.95 Larger gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    A larger gzip-encoded response body in a VCR cassette, with the same structure as the other recorded interactions. It is test fixture data.

  31. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.95 Gzip-compressed HTTP response body stored as base64 in a test cassette.
    Reasoning

    Gzip-encoded response body in a recorded test cassette. The raw-pass base64 heuristic matches a standard HTTP recording format, so there is no evidence of obfuscation.

  32. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.95 Gzipped HTTP response body recorded in a DBFS test cassette.
    Reasoning

    The blob is a gzip stream (H4sI header) stored as a recorded HTTP response body in a VCR test cassette; this is standard recorded test data, not an obfuscated payload.

  33. base64-like blob (264 bytes over 4 lines, compression ratio 0.88) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5yRzQ6CMBCE32XPRNra8tMH8AU8GkMKLXENCKFrohLeXetFTcQYrrPZbyYzI9TY
            OA96N0Jv6AAa4s1D2VI3uDjcVnQhiAB9YXEAXZvGu+j5VXi8OdBcRdB2FmusDGF3KgjbIKdK8IwL
            kTDGpugr3vveVYUta//mQMP504D94DPJ5vlHMywCS6YykSZiNnh7tYbMkswyTxO55nwWTaYMe7wK
    likely benign LLM, confidence 0.95 Gzipped HTTP response body recorded in a DBFS test cassette.
    Reasoning

    Same gzip-encoded recorded response pattern in a VCR cassette used for testing DBFS range reads; no execution or hidden logic.

  34. base64-like blob (264 bytes over 4 lines, compression ratio 0.88) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5yRzQ6CMBCE32XPRNra8tMH8AU8GkMKLXENCKFrohLeXetFTcQYrrPZbyYzI9TY
            OA96N0Jv6AAa4s1D2VI3uDjcVnQhiAB9YXEAXZvGu+j5VXi8OdBcRdB2FmusDGF3KgjbIKdK8IwL
            kTDGpugr3vveVYUta//mQMP504D94DPJ5vlHMywCS6YykSZiNnh7tYbMkswyTxO55nwWTaYMe7wK
    likely benign LLM, confidence 0.95 Gzipped HTTP response body recorded in a DBFS test cassette.
    Reasoning

    Identical gzip blob repeated in another recorded interaction of the test cassette; consistent with normal VCR recordings.

  35. base64-like blob (88 bytes over 2 lines, compression ratio 1.12) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA6pWSqosSS2OL0pNTFGyMtdRSkksSVSyUooMdjKIivAzcE63tVWqBQAAAP//AwA9
            si7rJgAAAA==
        headers:
    likely benign LLM, confidence 0.95 Small gzipped HTTP response body in a DBFS test cassette.
    Reasoning

    Short gzip-encoded response body in a recorded test cassette; base64 of compressed HTTP content is expected here.

  36. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.95 Gzipped HTTP response body recorded in a DBFS test cassette.
    Reasoning

    Repeats the gzip blob seen earlier in the same cassette; recorded test fixture data.

  37. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.95 Gzipped HTTP response body recorded in a chunked DBFS test cassette.
    Reasoning

    Gzip-encoded recorded response in a VCR cassette for the chunked DBFS read test; ordinary test fixture content.

  38. line length 1398156 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327195375276, "data": "VGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyB
    likely benign LLM, confidence 0.95 Large JSON mock response with base64 data of repeated test text.
    Reasoning

    The long line is a JSON body containing base64 of repeated plaintext 'This is a test' lines, the expected payload of a mocked DBFS read response in a test cassette.

  39. line length 1398156 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327195375276, "data": "aGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGE
    likely benign LLM, confidence 0.95 Large JSON mock response with base64 data of repeated test text.
    Reasoning

    Mock DBFS JSON response whose base64 data decodes to repeated 'this is a test' text; a fixture for range-read testing with no executable content.

  40. line length 1398156 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327195375276, "data": "aXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB0ZXN0ClRoaXMgaXMgYSB
    likely benign LLM, confidence 0.95 Large JSON mock response with base64 data of repeated test text.
    Reasoning

    Same pattern: a recorded DBFS read response with repetitive base64 test content in a cassette, consistent with chunked read tests.

  41. line length 1048656 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327195375276, "data": "cyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHR
    likely benign LLM, confidence 0.95 Large JSON mock response with base64 data of repeated test text.
    Reasoning

    Recorded DBFS read response in a test cassette with base64 of repeated test text; long lines are an artifact of the recorded JSON body.

  42. base64-like blob (276 bytes over 4 lines, compression ratio 0.88) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5yRTQ6CMBCF7zLrRlpoQTiAF3BpTFNoqzUgpB0TlXB3wRUmYgzbl8z3fqYH62oT
            oDj00Ck8QwHRblT22HoT2RA6U0ld2gAEXJDaeSjQ3wx538ngngYKSqBptbOuUujaq0TXjCrLRMy2
            lNOUUjqQb/yL8qvAnIptnKXxIrhW/mTkVG2Dd5xlt6oOn+GTPJli/qjA4oQtOjUPrVDNHP5eh+dZ
    likely benign LLM, confidence 0.94 Recorded gzip-compressed DBFS HTTP response body stored in a test cassette.
    Reasoning

    The file is a VCR test cassette. The !!binary value starts with H4sI, the base64 form of a gzip header, so it is a recorded gzip-compressed HTTP response body. Raw-pass base64 signals on such recordings are expected noise.

  43. base64-like blob (276 bytes over 4 lines, compression ratio 0.88) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5yRTQ6CMBCF7zLrRlpoQTiAF3BpTFNoqzUgpB0TlXB3wRUmYgzbl8z3fqYH62oT
            oDj00Ck8QwHRblT22HoT2RA6U0ld2gAEXJDaeSjQ3wx538ngngYKSqBptbOuUujaq0TXjCrLRMy2
            lNOUUjqQb/yL8qvAnIptnKXxIrhW/mTkVG2Dd5xlt6oOn+GTPJli/qjA4oQtOjUPrVDNHP5eh+dZ
    likely benign LLM, confidence 0.94 Another recorded gzip-compressed DBFS response body in a test cassette.
    Reasoning

    Same cassette and same gzip (H4sI) base64 body as the previous finding, a recorded test fixture from fsspec's DBFS tests. Nothing in it executes or hides anything.

  44. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.94 Recorded gzip-compressed response body in a DBFS test cassette.
    Reasoning

    A gzip-compressed (H4sI) base64 body inside a VCR cassette used to replay HTTP interactions in tests. This is standard recorded test data.

  45. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.94 Recorded gzip-compressed HTTP body in a DBFS test cassette.
    Reasoning

    A gzip-encoded (H4sI) binary body in a YAML VCR cassette for fsspec's DBFS write/read tests. It is captured API traffic, not a dropper or hidden payload.

  46. line length 1398156 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327279713389, "data": "VGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyBhIHRlc3QKVGhpcyBpcyB
    dismissed LLM, confidence 0.90 Recorded JSON API response with a large base64 data field of repeated test text.
    Reasoning

    The long line is a recorded JSON response whose data field is base64 of repeated 'This is a test' text, the payload of a test file write. Long lines are typical of serialized cassette bodies. Raw-pass long-line findings have a high false-positive rate.

  47. line length 601980 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327279713389, "data": "aGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGEgdGVzdApUaGlzIGlzIGE
    dismissed LLM, confidence 0.90 Recorded JSON response carrying base64-encoded test file content.
    Reasoning

    A recorded JSON body whose base64 data decodes to repeated 'this is a test' text, from the same DBFS write/read cassette. It is test fixture data with no executable or obfuscated content.

  48. base64-like blob (268 bytes over 4 lines, compression ratio 0.89) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5yRTQ7CIBCF7zJrYgGhPxzAC7g0htACEdPaBtBEm95dcaMm1phu5818b/LeCNa1
            JoDYjTCoeAAB2eYx2cbemyxpqyZcAIELUjsPwqo2GPS8ksHdDAjCMcYUI+h67axrVHT9SUbXJa3g
            lJSE0rQzoa8eIQymkbq24c0m+vOnyy8+Zjif5R+VXwRmmJe0yOksuLtqFdWSn1lV5GxNyCw6qjqV
    likely benign LLM, confidence 0.94 Recorded gzip-compressed response body in a DBFS write/read cassette.
    Reasoning

    A gzip (H4sI) base64 response body in a VCR cassette for fsspec's DBFS tests. Recorded network traffic, not malicious code.

  49. base64-like blob (268 bytes over 4 lines, compression ratio 0.89) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5yRTQ7CIBCF7zJrYgGhPxzAC7g0htACEdPaBtBEm95dcaMm1phu5818b/LeCNa1
            JoDYjTCoeAAB2eYx2cbemyxpqyZcAIELUjsPwqo2GPS8ksHdDAjCMcYUI+h67axrVHT9SUbXJa3g
            lJSE0rQzoa8eIQymkbq24c0m+vOnyy8+Zjif5R+VXwRmmJe0yOksuLtqFdWSn1lV5GxNyCw6qjqV
    likely benign LLM, confidence 0.94 Recorded gzip-compressed response body in a DBFS test cassette.
    Reasoning

    A duplicate of the gzip base64 cassette body, recorded for fsspec's DBFS tests. It is test replay data with no code path.

  50. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.94 Recorded gzip-compressed HTTP body in a DBFS test cassette.
    Reasoning

    A gzip (H4sI) base64 body in a YAML cassette used for HTTP replay in tests. It is a recorded fixture and does not run or conceal instructions.

  51. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    likely benign LLM, confidence 0.94 Recorded gzip-compressed response body in a pyarrow DBFS test cassette.
    Reasoning

    A gzip (H4sI) base64 response body in a VCR cassette from fsspec's DBFS pyarrow write test. It is recorded test traffic with no execution path.

  52. base64-like blob (304 bytes over 4 lines, compression ratio 0.87) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAySNwWrDMBBEf0XoXMuto2KaU6F1IJcY7AQKpYi1tHYEjleV1CYm5N8jk9MyzLy3
            V47ek1eaDPI1b6q2PjQflfqsq1bt6r2qvrbtnj/xE4YAw7LZEevtiIw8M9ajjuRnhhcbYmA0MQfx
            yPJNWrSpwdzNkD6cRXIYjGDHwNffV/4eZ7fYliMGomFEcDYITaf8EYV3WjT4+4chbqeeksA/krIm
    dismissed LLM, confidence 0.95 A base64-encoded gzip response body recorded in a VCR test cassette.
    Reasoning

    This is a gzip stream (the H4sI prefix is base64 for a gzip header) stored as a !!binary value in a VCR cassette recording a DBFS HTTP response. Recorded test fixtures commonly contain encoded response bodies, and nothing here executes or hides anything.

  53. base64-like blob (304 bytes over 4 lines, compression ratio 0.87) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAySN3WrDMAxGX8X4enG6NilbrwpbBr1pIOlgMIYxtpwZ0siTvZ9Q+u5T6IUQH/rO
            0UUCEZK26EDuZNf07Wv31Ojntun1sT3p5u3Qn+SdPENKZlg6RxQ+jCCQhAsENiPNAv5CykngJKLJ
            n6J84UbPFyjjbPjDr2KHg2zCmOTu/SL3eY6LbVlqQBxGMDEkZfFc3qKiaFUHX9+Q8mHyyAK6JR0c
    dismissed LLM, confidence 0.95 Another base64-encoded gzip response body in the same DBFS test cassette.
    Reasoning

    Same pattern as the other cassette blobs: a gzip-compressed HTTP response body recorded as !!binary in a test cassette for DBFS write tests. This is ordinary recorded test data.

  54. base64-like blob (316 bytes over 5 lines, compression ratio 0.86) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAySNy2rDMBBFf0VoXcu183RWhcaFbGKwUyiUIGRp7AgcjzpSHybk3yuT1XC595y5
            cSBCkhoN8B2vy6Z6r19Lua/KRh6rkyw/Ds2JP/EreK/6eXNE1tkBGBIzlkAHpInBn/XBMxyZU+HC
            0re4aGIDqZtU/PCbGqtaCOBFlBkIyg6e7z5v/CVMbtbOR/SI/QDKWS80XtNHFOS0qOHrG3w4jB1G
    dismissed LLM, confidence 0.95 A base64-encoded gzip response body in a DBFS test cassette.
    Reasoning

    A gzip-compressed binary response recorded in a VCR cassette for DBFS tests. The encoding is what HTTP recording produces for compressed bodies, so it is not obfuscation.

  55. line length 5940 characters (raw pass, confidence 0.65)

        body: '{"handle": 5831327183338995, "data": "UEFSMRUEFfABFfABTBUeFQASAAABAAAAAAAAAAoAAAAAAAAACwAAAAAAAAAEAAAAAAAAAA4AAAAAAAAABwAAAAAAAAAQAAAAAAAAAAMAAAAAAAAAAgAAAAAAAAAIAAAAAAAAAAkAAAAAAAAABQAAAAAAAAAGAAAAAAAAAAAAAAAAAAAADwAAAAAAAAAVABUwFTAsFTIVEBUGFQYcGAgQAAAAAAAAABgIAAAAAAAAAAAWACgIEAAAAAAAAAAYCAAAAAAAAAAAAAAAAgA
    dismissed LLM, confidence 0.93 A 5940-character JSON response in a test cassette carrying base64-encoded Parquet data.
    Reasoning

    The long line is a JSON response body whose data field is base64 Parquet content (the PAR1 magic is visible as UEFSMR). This is a recorded API payload for a pyarrow write test, and the line is long only because the body is one JSON string.

  56. base64-like blob (216 bytes over 3 lines, compression ratio 0.90) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNTQ6CMBBA4bvMGu2/SA/gBVwaQ6a0jZMAxbbGKOHuErfvW7wVIo2hgL2tsGB9
            gAV22cu1phzY8sGc05t5QhdqKMwpiR41OjM4Lb3ulPFdlMa3HE9KuQM/Lpifr1ChASq9pww24lhC
            8x/1hb4BrNbCNDAlT5EGrJTmvtK0g2iNFGchVcs53+7bDwAA//8DAIK7zyGfAAAA
    dismissed LLM, confidence 0.95 A base64-encoded gzip response body in a DBFS test cassette.
    Reasoning

    A gzip-compressed response body stored as !!binary in a VCR cassette. This is recorded HTTP test data.

  57. base64-like blob (216 bytes over 3 lines, compression ratio 0.90) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNTQ6CMBBA4bvMGu2/SA/gBVwaQ6a0jZMAxbbGKOHuErfvW7wVIo2hgL2tsGB9
            gAV22cu1phzY8sGc05t5QhdqKMwpiR41OjM4Lb3ulPFdlMa3HE9KuQM/Lpifr1ChASq9pww24lhC
            8x/1hb4BrNbCNDAlT5EGrJTmvtK0g2iNFGchVcs53+7bDwAA//8DAIK7zyGfAAAA
    dismissed LLM, confidence 0.95 A base64-encoded gzip response body in a DBFS test cassette.
    Reasoning

    Identical to the other gzip blobs in this cassette. It is recorded test traffic and does not execute anything.

  58. base64-like blob (216 bytes over 3 lines, compression ratio 0.90) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEAxzNTQ6CMBBA4bvMGu2/SA/gBVwaQ6a0jZMAxbbGKOHuErfvW7wVIo2hgL2tsGB9
            gAV22cu1phzY8sGc05t5QhdqKMwpiR41OjM4Lb3ulPFdlMa3HE9KuQM/Lpifr1ChASq9pww24lhC
            8x/1hb4BrNbCNDAlT5EGrJTmvtK0g2iNFGchVcs53+7bDwAA//8DAIK7zyGfAAAA
    dismissed LLM, confidence 0.95 A base64-encoded gzip response body in a DBFS test cassette.
    Reasoning

    A duplicate of the other gzip response blobs in this cassette, recorded from the DBFS API. No hidden logic is present.

  59. base64-like blob (236 bytes over 4 lines, compression ratio 0.91) (raw pass, confidence 0.60)

          string: !!binary |
            H4sIAAAAAAAEA5zQTQrCMBAF4LvMOmBSJ/3JAbyAS5GQNgmOWFuScaGld7d1bTfdPngfjzdBpEfI
            YC4TjI5vYOBwWpIzDykcYs5j6KxvYwYBlK2nBIbTK4hfz2b6BDBSQD94itQ5puFpmfolVZUuVC1R
            llLKWfzz7y7tglHquqjKYhPu396x27MZm6rEo1KbNLt2PWzHHUo3qLHBlb7OXwAAAP//AwCF/1Z8
    dismissed LLM, confidence 0.94 A base64-encoded gzip response body in a DBFS test cassette.
    Reasoning

    Another gzip-compressed response body recorded as !!binary in the VCR cassette. It is expected test data for the write path.

  60. info warn → info by review dynamic-execution fsspec/implementations/tests/test_ftp.py:72:19

    `open(__file__)` — file reads its own source, common pattern for extracting payloads hidden in comments (ast pass, confidence 0.85)

        out = fs.cat(f"/{os.path.basename(__file__)}")
        assert out == open(__file__, "rb").read()
    likely benign LLM, confidence 0.90 A test compares an FTP-fetched file against the test module's own bytes via open(__file__).
    Reasoning

    The test reads its own source file as bytes to compare against a file uploaded through FTP. This is a round-trip check, not payload extraction, and the raw read is not executed or decoded.

  61. info warn → info by review dynamic-execution fsspec/implementations/tests/test_ftp.py:89:19

    `open(__file__)` — file reads its own source, common pattern for extracting payloads hidden in comments (ast pass, confidence 0.85)

        out = fs.cat(f"/{os.path.basename(__file__)}")
        assert out == open(__file__, "rb").read()
    likely benign LLM, confidence 0.90 A second test comparing FTP content with the test module's own source bytes.
    Reasoning

    Same self-read round-trip comparison as the earlier finding in this file, used to verify a cat result against the uploaded content. Nothing is executed.

  62. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:20:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            os.chdir(d)
            subprocess.call("git init -b master", shell=True, cwd=d)
            subprocess.call("git init -b master", shell=True, cwd=d)
            subprocess.call('git config user.email "you@example.com"', shell=True, cwd=d)
    likely benign LLM, confidence 0.93 A git test helper runs fixed git setup commands through subprocess with shell=True.
    Reasoning

    The subprocess calls use fixed literal git commands (init, config) inside a temporary test directory. None of the arguments come from untrusted input, so shell=True adds no injection risk here.

  63. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:21:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.call("git init -b master", shell=True, cwd=d)
            subprocess.call("git init -b master", shell=True, cwd=d)
            subprocess.call('git config user.email "you@example.com"', shell=True, cwd=d)
            subprocess.call('git config user.name "Your Name"', shell=True, cwd=d)
    likely benign LLM, confidence 0.95 Test setup running a literal git init via shell.
    Reasoning

    Test fixture in fsspec's git test suite runs fixed git commands in a temp directory; shell=True with a literal string is a test convenience, not an attack.

  64. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:22:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.call("git init -b master", shell=True, cwd=d)
            subprocess.call('git config user.email "you@example.com"', shell=True, cwd=d)
            subprocess.call('git config user.name "Your Name"', shell=True, cwd=d)
            open(os.path.join(d, "file1"), "wb").write(b"data0")
    likely benign LLM, confidence 0.95 Test helper running a fixed literal git init command via subprocess with shell=True.
    Reasoning

    The shell=True calls use fixed literal git commands in a test that builds a temporary repository. No untrusted input reaches the command string, so this is a normal test-setup pattern.

  65. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:23:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.call('git config user.email "you@example.com"', shell=True, cwd=d)
            subprocess.call('git config user.name "Your Name"', shell=True, cwd=d)
            open(os.path.join(d, "file1"), "wb").write(b"data0")
            subprocess.call("git add file1", shell=True, cwd=d)
    likely benign LLM, confidence 0.95 Test setup running a fixed git config command with shell=True.
    Reasoning

    This is a fixed literal git config command run inside a temporary test repository. Nothing dynamic reaches the shell, so it is ordinary test scaffolding.

  66. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:25:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            open(os.path.join(d, "file1"), "wb").write(b"data0")
            subprocess.call("git add file1", shell=True, cwd=d)
            subprocess.call('git commit -m "init"', shell=True, cwd=d)
            sha = open(os.path.join(d, ".git/refs/heads/master"), "r").read().strip()
    likely benign LLM, confidence 0.95 Test fixture running a fixed git add command with shell=True.
    Reasoning

    The command is a fixed literal git add in a temporary test directory, consistent with building a fixture repository. It is not attacker-controlled.

  67. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:26:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.call("git add file1", shell=True, cwd=d)
            subprocess.call('git commit -m "init"', shell=True, cwd=d)
            sha = open(os.path.join(d, ".git/refs/heads/master"), "r").read().strip()
            open(os.path.join(d, "file1"), "wb").write(b"data00")
    likely benign LLM, confidence 0.95 Test fixture running a fixed git commit command with shell=True.
    Reasoning

    The snippet shows a literal git commit with a fixed message in a temporary repository, which is routine test setup. There is no dynamic input or malicious payload.

  68. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:29:9

    `subprocess.check_output` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            open(os.path.join(d, "file1"), "wb").write(b"data00")
            subprocess.check_output('git commit -a -m "tagger"', shell=True, cwd=d)
            subprocess.call('git tag -a thetag -m "make tag"', shell=True, cwd=d)
            open(os.path.join(d, "file2"), "wb").write(b"data000")
    likely benign LLM, confidence 0.95 Test code running a fixed git commit through check_output with shell=True.
    Reasoning

    check_output with a fixed literal git commit in a test directory is ordinary test code. The command contains no dynamic input.

  69. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:30:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.check_output('git commit -a -m "tagger"', shell=True, cwd=d)
            subprocess.call('git tag -a thetag -m "make tag"', shell=True, cwd=d)
            open(os.path.join(d, "file2"), "wb").write(b"data000")
            subprocess.call("git add file2", shell=True)
    likely benign LLM, confidence 0.95 Test fixture creating a git tag with a fixed command under shell=True.
    Reasoning

    This is a fixed literal git tag command in a temporary test repository, matching the surrounding fixture setup. It is not obfuscated or malicious.

  70. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:32:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            open(os.path.join(d, "file2"), "wb").write(b"data000")
            subprocess.call("git add file2", shell=True)
            subprocess.call('git commit -m "master tip"', shell=True, cwd=d)
            subprocess.call("git checkout -b abranch", shell=True, cwd=d)
    likely benign LLM, confidence 0.95 Test setup running fixed git commands with shell=True to create branch history.
    Reasoning

    The literal git add and commit commands are part of building a test repository for branch behavior. Nothing dynamic reaches the shell.

  71. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:33:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.call("git add file2", shell=True)
            subprocess.call('git commit -m "master tip"', shell=True, cwd=d)
            subprocess.call("git checkout -b abranch", shell=True, cwd=d)
            os.mkdir("inner")
    likely benign LLM, confidence 0.95 Test fixture creating a git branch with a fixed command under shell=True.
    Reasoning

    The snippet is a fixed literal git checkout -b in a test directory, consistent with fixture creation. There is no sign of obfuscation or malicious intent.

  72. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:34:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.call('git commit -m "master tip"', shell=True, cwd=d)
            subprocess.call("git checkout -b abranch", shell=True, cwd=d)
            os.mkdir("inner")
            open(os.path.join(d, "inner", "file1"), "wb").write(b"data3")
    likely benign LLM, confidence 0.95 Test setup running a fixed git commit command with shell=True.
    Reasoning

    The surrounding code builds a git repository for tests, and these calls are literal commands with fixed arguments. The shell=True use is a test convenience, not a dropper.

  73. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:37:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            open(os.path.join(d, "inner", "file1"), "wb").write(b"data3")
            subprocess.call("git add inner/file1", shell=True, cwd=d)
            subprocess.call('git commit -m "branch tip"', shell=True, cwd=d)
            os.chdir(orig_dir)
    likely benign LLM, confidence 0.95 Test cleanup-adjacent git add and commit under shell=True in a temporary repository.
    Reasoning

    The literal git add and commit commands, together with the chdir back to the original directory, are routine temporary-repo setup in a test. No dynamic or hostile input is involved.

  74. info warn → info by review dynamic-execution fsspec/implementations/tests/test_git.py:38:9

    `subprocess.call` called with `shell=True` and a literal command (ast pass, confidence 0.70)

            subprocess.call("git add inner/file1", shell=True, cwd=d)
            subprocess.call('git commit -m "branch tip"', shell=True, cwd=d)
            os.chdir(orig_dir)
            yield d, sha
    likely benign LLM, confidence 0.93 Test helper running fixed git commands in a temp repository fixture.
    Reasoning

    This is a test fixture that runs git add and git commit with fixed literal strings in a temporary directory via cwd=d. The shell=True flag is unnecessary but the command is a constant with no interpolated input, so there is no injection surface and no malicious behavior.

  75. info warn → info by review dynamic-execution fsspec/tests/abstract/mv.py:36:9

    `os.system` called with a literal shell command (ast pass, confidence 0.70)

        if os.name == "nt":
            os.system(f'icacls "{protected_path}" /deny Everyone:(W)')
        else:
            os.chmod(protected_path, 0o555)  # Sets the directory to read-only
    likely benign LLM, confidence 0.94 Test setup that makes a directory read-only using icacls on Windows and chmod elsewhere.
    Reasoning

    This is a test on Windows that uses icacls to deny write permission on a test directory, with an else branch using os.chmod on POSIX. The f-string interpolates a local test path, not untrusted input. It is standard permission-setup code for testing move behavior on read-only directories.

  76. info warn → info by review dynamic-execution fsspec/tests/abstract/mv.py:55:9

    `os.system` called with a literal shell command (ast pass, confidence 0.70)

        if os.name == "nt":
            os.system(f'icacls "{protected_path}" /remove:d Everyone')
        else:
            os.chmod(protected_path, 0o755)  # Restore write permission for cleanup
    likely benign LLM, confidence 0.94 Test teardown that removes the read-only deny rule on Windows and restores chmod permissions elsewhere.
    Reasoning

    The counterpart cleanup restores permissions via icacls /remove on Windows and chmod on POSIX, matching the setup in the earlier finding. The interpolated value is a local test path. This is ordinary test teardown code.

  77. line length 1591 characters (raw pass, confidence 0.50)

    \n<html><head><title>nasagrace.unl.edu - /data/20020401/</title></head><body><H1>nasagrace.unl.edu - /data/20020401/</H1><hr>\n\n<pre><A HREF="/data/">[To Parent Directory]</A><br><br> 1/27/2020  9:54 AM      1194073 <A HREF="/data/20020401/GRACE_GWS_20020401.pdf">GRACE_GWS_20020401.pdf</A><br> 1/27/2020  9:54 AM      

Reproduce This Scan

Run disclude locally to verify. Add --format sarif for SARIF output. Add --llm (with an API key in the environment) to include the LLM review.

cargo install disclude --version 4.1.0
git clone https://github.com/fsspec/filesystem_spec filesystem_spec && cd filesystem_spec
git checkout 2026.9.0
disclude scan --severity info --diff 2026.7.0 .