[FEAT] IOStats for Native Reader #2258
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Run release-drafter/release-drafter@v5
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body: '{"body":"## Changes\\n\\n## 🚀 Performance Improvements\\n\\n- [PERF] Use pyarrow table for pickling rather than ChunkedArray @samster25 (#1488)\\n- [PERF] Use region from system and leverage cached credentials when making new clients @samster25 (#1490)\\n- [PERF] Update default max\\\\_connections 64->8 because it is now per-io-thread @jaychia (#1485)\\n- [PERF] Pass-through multithreaded\\\\_io flag in read\\\\_parquet @jaychia (#1484)\\n\\n## 👾 Bug Fixes\\n\\n- [BUG] Fix local globbing of current directory @jaychia (#1494)\\n- [BUG] fix script to upload file 1 at a time @samster25 (#1492)\\n- [CHORE] Add tests and fixes for Azure globbing @jaychia (#1482)\\n\\n## 🧰 Maintenance\\n\\n- [CHORE] Add Workflow to build artifacts and upload to S3 @samster25 (#1491)\\n- [CHORE] Update default num\\\\_tries on S3Config to 25 @jaychia (#1487)\\n- [CHORE] Add tests and fixes for Azure globbing @jaychia (#1482)\\n","draft":true,"prerelease":false,"name":"v0.1.21","tag_name":"v0.1.21","target_commitish":"refs/pull/1493/merge"}',
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from: '* Implements IOStats via atomics that will track the number of:\r\n' +
'* GetRequests\r\n' +
'* HeadRequests\r\n' +
'* ListRequests\r\n' +
'* BytesRead\r\n' +
'\r\n' +
'\r\n' +
'When the `IOStatsContext` goes out of scope it will debug log its output:\r\n' +
'For a parquet read:\r\n' +
'```\r\n' +
'IOStatsContext: read_parquet: for uri s3://eventual-dev-benchmarking-fixtures/parquet-benchmarking/tpch/200MB-2RG/daft_200MB_lineitem_chunk.RG-2.parquet, Gets: 17, Heads:
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Run release-drafter/release-drafter@v5
HttpError: Validation Failed: {"resource":"Release","code":"invalid","field":"target_commitish"}
at /home/runner/work/_actions/release-drafter/release-drafter/v5/dist/index.js:8462:21
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at async Job.doExecute (/home/runner/work/_actions/release-drafter/release-drafter/v5/dist/index.js:30793:18)
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'```\r\n' +
'IOStatsContext: io_glob for s3://daft-segment-data/segment-logs/**, Gets: 0, Heads: 0, Lists: 237, BytesRead: 0, AvgGetSize: 0\r\n' +
'```\r\n' +
'\r\n' +
'Currently the context is threaded through our python Apis for `io_glob`, `read_parquet`, and `read_csv`\r\n' +
'\r\n' +
'IOStats is currently implemented for:\r\n' +
'* S3\r\n' +
'* GCS\r\n' +
'* HTTP\r\n' +
'* Azure\r\n' +
'\r\n'
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