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2026/10/01 [I] perf: Comet hash joins use more task time than Spark (skewed SHJ with nested payload, BHJ) [datafusion-comet] via GitHub
2026/10/01 Re: [PR] feat: Sort-aware Iceberg reads in Comet via a per-partition streaming merge [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: preserve list element field in array_repeat [datafusion] via GitHub
2026/10/01 [PR] fix: [branch-1.1] build with Rust 1.99, which deprecates the legacy f64 constants and fetch_update (#6507) [datafusion-comet] via GitHub
2026/10/01 [PR] test: [branch-1.1] fix flaky mixed field id directory test on Spark 3.4 and 3.5 (#6312) [datafusion-comet] via GitHub
2026/10/01 Re: [PR] perf: emit initial filter output sooner for dynamic pruning [datafusion] via GitHub
2026/10/01 Re: [PR] feat: Sort-aware Iceberg reads in Comet via a per-partition streaming merge [datafusion-comet] via GitHub
2026/10/01 Re: [PR] refactor: move the self-contained operators from core into a new operators crate [datafusion-comet] via GitHub
2026/10/01 Re: [PR] feat: Sort-aware Iceberg reads in Comet via a per-partition streaming merge [datafusion-comet] via GitHub
2026/10/01 Re: [PR] bench: introduce create_hash benchmarks [datafusion] via GitHub
2026/10/01 [PR] docs: add examples for walking and rewriting logical plans [datafusion] via GitHub
2026/10/01 Re: [PR] fix(scheduler): read a swapped broadcast partitioned on the probe side [datafusion-ballista] via GitHub
2026/10/01 Re: [I] Spark `negative` returns wrong results for decimal columns [datafusion] via GitHub
2026/10/01 Re: [PR] fix: avoid divide-by-zero in `avg` for negative-scale decimals [datafusion] via GitHub
2026/10/01 [PR] fix: preserve list element field in array_repeat [datafusion] via GitHub
2026/10/01 Re: [I] `array_repeat` fails on lists with non-nullable elements or a non-default element field name [datafusion] via GitHub
2026/10/01 Re: [PR] perf(shuffle-writer): coalesce small batches before writing passthrough shuffle files [datafusion-ballista] via GitHub
2026/10/01 Re: [PR] perf(shuffle-writer): coalesce small batches before writing passthrough shuffle files [datafusion-ballista] via GitHub
2026/10/01 Re: [PR] fix: fall back to Spark for _metadata.file_block_start and file_block_length [datafusion-comet] via GitHub
2026/10/01 Re: [I] Native Parquet scan returns wrong _metadata.file_block_start when Spark splits a file [datafusion-comet] via GitHub
2026/10/01 Re: [PR] bench: introduce create_hash benchmarks [datafusion] via GitHub
2026/10/01 [PR] bench: introduce create_hash benchmarks [datafusion] via GitHub
2026/10/01 Re: [PR] chore: move native write configs under spark.comet.write [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix(scheduler): read a swapped broadcast partitioned on the probe side [datafusion-ballista] via GitHub
2026/10/01 Re: [I] Reconcile the two config namespaces for native writes [datafusion-comet] via GitHub
2026/10/01 Re: [PR] test: cover typed Dataset filters over sliced aggregate batches [datafusion-comet] via GitHub
2026/10/01 Re: [PR] perf(shuffle-writer): coalesce small batches before writing passthrough shuffle files [datafusion-ballista] via GitHub
2026/10/01 Re: [PR] fix: compact oversized nested list_extract buffers [datafusion-comet] via GitHub
2026/10/01 [I] Reduce retained buffer allocation when map lookups select short nested values [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: make restricted_column run linearly [datafusion] via GitHub
2026/10/01 Re: [PR] chore(ci): fix clippy errors from Rust 1.99 [datafusion-ballista] via GitHub
2026/10/01 Re: [PR] fix: compact oversized nested list_extract buffers [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: rescale decimal results from dispatched functions to the declared type [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: cast native IF branches to a common type like CASE WHEN [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: fall back to Spark for regr_* aggregates until their merge matches Spark [datafusion-comet] via GitHub
2026/10/01 Re: [I] Discussion: release the Python client separately from the Rust crates [datafusion-ballista] via GitHub
2026/10/01 Re: [I] Discussion: release the Python client separately from the Rust crates [datafusion-ballista] via GitHub
2026/10/01 Re: [I] Discussion: release the Python client separately from the Rust crates [datafusion-ballista] via GitHub
2026/10/01 [I] Native Iceberg sorted-merge scan rebuilds the delete-file cache per file (shared deletes re-read) [datafusion-comet] via GitHub
2026/10/01 Re: [PR] perf(sort-shuffle): only gc view columns that are sparse [datafusion-ballista] via GitHub
2026/10/01 [PR] perf(sort-shuffle): only gc view columns that are sparse [datafusion-ballista] via GitHub
2026/10/01 [I] Sort-shuffle writer compacts view columns even when they're already dense [datafusion-ballista] via GitHub
2026/10/01 Re: [PR] feat: Support RunEndEncoded type in approx_distinct [datafusion] via GitHub
2026/10/01 Re: [PR] test: cover booleans in native explode output past the first batch [datafusion-comet] via GitHub
2026/10/01 Re: [I] Allow DataSouceExec to have child nodes that supply files at runtime [datafusion] via GitHub
2026/10/01 Re: [PR] docs: add release-behavior checks and the 1.1.0 audit's lessons to the review skills [datafusion-comet] via GitHub
2026/10/01 Re: [I] Unexpected failure parsing SQLite CREATE TABLE statement [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] SQLite: Support string literals as column names in `CREATE TABLE` [datafusion-sqlparser-rs] via GitHub
2026/10/01 [I] Performance review: shuffle, executor, scheduler and client findings (tracking) [datafusion-ballista] via GitHub
2026/10/01 [PR] chore(ci): fix clippy errors from Rust 1.99 [datafusion-ballista] via GitHub
2026/10/01 [PR] feat: Support Struct type in approx_distinct - #23663 [datafusion] via GitHub
2026/10/01 Re: [PR] Hive: Preserve numeric-prefix field access round trips [datafusion-sqlparser-rs] via GitHub
2026/10/01 [I] Let a Dialect override how a table name in FROM is parsed [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] perf(shuffle-writer): coalesce small batches before writing passthrough shuffle files [datafusion-ballista] via GitHub
2026/10/01 Re: [PR] docs: cut the release branch before fixing regressions, and add a diagram [datafusion-comet] via GitHub
2026/10/01 Re: [I] Clarify how to run native Comet -> Celeborn shuffle end-to-end [datafusion-comet] via GitHub
2026/10/01 [I] Clarify how to run native Comet -> Celeborn shuffle end-to-end [datafusion-comet] via GitHub
2026/10/01 Re: [PR] docs: cut the release branch before fixing regressions, and add a diagram [datafusion-comet] via GitHub
2026/10/01 [I] `array_repeat` fails on lists with non-nullable elements or a non-default element field name [datafusion] via GitHub
2026/10/01 Re: [PR] SQLite: Support identifier characters above U+FFFF [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] fix: build with Rust 1.99, which deprecates the legacy f64 constants and fetch_update [datafusion-comet] via GitHub
2026/10/01 Re: [PR] perf: reduce Parquet runtime filter schema guard overhead [datafusion-comet] via GitHub
2026/10/01 Re: [PR] perf: optimizing take_n for DictionaryGroupValuesColumn [datafusion] via GitHub
2026/10/01 [I] signum(-0.0) returns 0.0 instead of -0.0 [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: match Spark's float ordering for sort and window keys nested in arrays and structs [datafusion-comet] via GitHub
2026/10/01 [PR] test: sweep Spark's -0.0 and NaN semantics across operators and float expressions [datafusion-comet] via GitHub
2026/10/01 Re: [PR] Generic: Add spacing around dot in compound field access adjacent to numbers [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] perf(shuffle-writer): coalesce small batches before writing passthrough shuffle files [datafusion-ballista] via GitHub
2026/10/01 [I] Run array_contains on float elements natively with Spark's equality instead of through the codegen dispatcher [datafusion-comet] via GitHub
2026/10/01 [I] percentile_approx returns different percentiles from Spark when its input holds a NaN with the sign bit set [datafusion-comet] via GitHub
2026/10/01 Re: [PR] SQLite: Support `CAST(expr AS)` without a type name [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] MsSql: Disallow unquoted `FROM` keyword as alias assignment expression [datafusion-sqlparser-rs] via GitHub
2026/10/01 [PR] perf(shuffle-writer): coalesce small batches before writing passthrough shuffle files [datafusion-ballista] via GitHub
2026/10/01 [I] Coalesce small batches in the passthrough shuffle writer [datafusion-ballista] via GitHub
2026/10/01 Re: [PR] Add support for PostgreSQL `CREATE RULE` [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] SQLite: Support multi-word type names [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] MsSql: Disallow unquoted `FROM` keyword as alias assignment expression [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] SQLite: Support signed and decimal numbers in type modifiers [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] SQLite: Support `CAST(expr AS)` without a type name [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] Parse SQLite's `IS` and `IS NOT` operators [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] SQLite: support == as assignment operator in UPDATE SET [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] SQLite: Support string literals as column names in `CREATE TABLE` [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [I] date_bin: define the semantics of negative strides [datafusion] via GitHub
2026/10/01 Re: [PR] fix: bin coarse date_bin timestamps in i128 and restore ordering [datafusion] via GitHub
2026/10/01 Re: [PR] Check prefix operator spacing by rendered first char [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] fix: rescale decimal results from dispatched functions to the declared type [datafusion-comet] via GitHub
2026/10/01 Re: [PR] Generic: Render prefix `!` operator with space before operator characters [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] DuckDB: Support nested block comments [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] Gate fuzz oracle targets behind features [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] Update SECURITY policy to conform to ASF guidelines [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] Generic: Render prefix `!` operator with space before operator characters [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] Generic: Parse IN lists that start with a parenthesized subquery [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] perf(pwmj):settle never-matching streamed rows against the buffered extreme… [datafusion] via GitHub
2026/10/01 Re: [PR] Add related source code locations to errors [datafusion] via GitHub
2026/10/01 Re: [PR] perf(pwmj):settle never-matching streamed rows against the buffered extreme… [datafusion] via GitHub
2026/10/01 Re: [PR] perf(pwmj):settle never-matching streamed rows against the buffered extreme… [datafusion] via GitHub
2026/10/01 Re: [I] Add a builder for `CreateExternalCatalog` and `DropCatalog` [datafusion] via GitHub
2026/10/01 Re: [PR] feat: add builders for `CreateExternalCatalog` and `DropCatalog` [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 Re: [PR] feat: preserve bitmap-backed Parquet row selections [datafusion] via GitHub
2026/10/01 Re: [PR] feat: preserve bitmap-backed Parquet row selections [datafusion] via GitHub
2026/10/01 Re: [PR] fix: bin coarse date_bin timestamps in i128 and restore ordering [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 Re: [PR] feat: preserve bitmap-backed Parquet row selections [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 [PR] build(deps): bump virtualenv from 21.5.0 to 21.7.13 [datafusion-python] via GitHub
2026/10/01 [PR] build(deps): bump urllib3 from 2.7.0 to 2.8.0 [datafusion-python] via GitHub
2026/10/01 [PR] build(deps): bump tornado from 6.5.8 to 6.5.9 [datafusion-python] via GitHub
2026/10/01 Re: [PR] fix: bin coarse date_bin timestamps in i128 and restore ordering [datafusion] via GitHub
2026/10/01 Re: [PR] fix: Fix make_array null input handling [datafusion] via GitHub
2026/10/01 [PR] fix: match Spark's float semantics in array_remove and sort_array [datafusion-comet] via GitHub
2026/10/01 Re: [I] date_bin: define the semantics of negative strides [datafusion] via GitHub
2026/10/01 Re: [I] make_array returns wrong row count for null-array input [datafusion] via GitHub
2026/10/01 Re: [PR] feat: preserve bitmap-backed Parquet row selections [datafusion] via GitHub
2026/10/01 Re: [PR] docs: check for behavior changes against the latest release in the review skill [datafusion-comet] via GitHub
2026/10/01 Re: [PR] feat: reuse S3 credentials until shortly before their reported expiry [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: preserve floating-point percentile interpolation precision [datafusion] via GitHub
2026/10/01 Re: [PR] fix: avoid Float64 percentile_cont interpolation overflow [datafusion] via GitHub
2026/10/01 Re: [PR] feat: reuse S3 credentials until shortly before their reported expiry [datafusion-comet] via GitHub
2026/10/01 [PR] fix: keep the time zone when unparsing timestamp literals [datafusion] via GitHub
2026/10/01 [PR] docs: cut the release branch before fixing regressions, and add a diagram [datafusion-comet] via GitHub
2026/10/01 Re: [PR] docs: check for behavior changes against the latest release in the review skill [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix: apply CSV null_regex when reading, not only when inferring the schema [datafusion] via GitHub
2026/10/01 Re: [PR] fix: Fix make_array null input handling [datafusion] via GitHub
2026/10/01 Re: [PR] feat: add builders for `CreateExternalCatalog` and `DropCatalog` [datafusion] via GitHub
2026/10/01 Re: [PR] Add related source code locations to errors [datafusion] via GitHub
2026/10/01 Re: [I] Audit the PRs in 1.1.0 for regressions since 1.0.0 [datafusion-comet] via GitHub
2026/10/01 [PR] docs: add lessons from the 1.1.0 regression audit to the PR review skills [datafusion-comet] via GitHub
2026/10/01 Re: [PR] bench: add `array_compact` benchmarks [datafusion] via GitHub
2026/10/01 Re: [PR] fix: accept NOT NULL input columns in partitioned INSERT [datafusion-iceberg] via GitHub
2026/10/01 Re: [PR] feat(physical-plan): add staged execution boundary contract [datafusion] via GitHub
2026/10/01 Re: [PR] feat: Add option to assign Parquet row groups to file ranges by midpoint [datafusion] via GitHub
2026/10/01 Re: [PR] feat: Add option to assign Parquet row groups to file ranges by midpoint [datafusion] via GitHub
2026/10/01 Re: [PR] fix: accept NOT NULL input columns in partitioned INSERT [datafusion-iceberg] via GitHub
2026/10/01 Re: [I] Audit the PRs in 1.1.0 for regressions since 1.0.0 [datafusion-comet] via GitHub
2026/10/01 Re: [PR] fix(functions): prevent invalid sort omission in log monotonicity when base <= 1 [datafusion] via GitHub
2026/10/01 Re: [PR] feat(physical-plan): add staged execution boundary contract [datafusion] via GitHub
2026/10/01 Re: [PR] feat: Add option to assign Parquet row groups to file ranges by midpoint [datafusion] via GitHub
2026/10/01 Re: [PR] feat: Add option to assign Parquet row groups to file ranges by midpoint [datafusion] via GitHub
2026/10/01 Re: [PR] fix: accept NOT NULL input columns in partitioned INSERT [datafusion-iceberg] via GitHub
2026/10/01 Re: [PR] test: consolidate partition metrics tests and clarify snapshot docs [datafusion] via GitHub
2026/10/01 Re: [PR] feat: Add option to assign Parquet row groups to file ranges by midpoint [datafusion] via GitHub
2026/10/01 Re: [PR] Make `RowValues::compare`'s current-offset assumption self-checking [datafusion] via GitHub
2026/10/01 Re: [I] Make RowValues::compare's current-offset assumption self-checking [datafusion] via GitHub
2026/10/01 Re: [PR] Update SECURITY policy to conform to ASF guidelines [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [I] Update SECURITY policy to conform to ASF rules [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [I] Expose driver-controlled stage boundaries in physical plans [datafusion] via GitHub
2026/10/01 Re: [PR] Bind `->` and `->>` above arithmetic in MySQL and Generic [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] fix: match container field ids that the INT96 coercion drops [datafusion-comet] via GitHub
2026/10/01 Re: [PR] Update SECURITY policy to conform to ASF guidelines [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] Bind `->` and `->>` above arithmetic in MySQL and Generic [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] fix: match container field ids that the INT96 coercion drops [datafusion-comet] via GitHub
2026/10/01 Re: [PR] Bump bigdecimal from 0.4.10 to 0.4.11 [datafusion-sqlparser-rs] via GitHub
2026/10/01 Re: [PR] feat(physical-plan): add staged execution boundary contract [datafusion] via GitHub
2026/10/01 Re: [PR] feat(physical-plan): add staged execution boundary contract [datafusion] via GitHub
2026/10/01 Re: [PR] test: consolidate partition metrics tests and clarify snapshot docs [datafusion] via GitHub
2026/10/01 Re: [PR] [branch-55] Preserve field metadata when coercing INT96 timestamps (#24790) [datafusion] via GitHub
2026/10/01 Re: [PR] fix: report Parquet Bloom filter pruning metrics accurately [datafusion] via GitHub
2026/10/01 Re: [PR] test: consolidate partition metrics tests and clarify snapshot docs [datafusion] via GitHub
2026/10/01 Re: [I] Add AQE to DataFusion [datafusion] via GitHub
2026/10/01 Re: [PR] fix: accept NOT NULL input columns in partitioned INSERT [datafusion-iceberg] via GitHub
2026/10/01 Re: [PR] feat: Add option to assign Parquet row groups to file ranges by midpoint [datafusion] via GitHub
2026/10/01 Re: [PR] Add related source code locations to errors [datafusion] via GitHub
2026/10/01 Re: [PR] feat: cost-based join order enumeration [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 Re: [PR] perf: cut schema check and subquery rescan overhead in optimizer [datafusion] via GitHub
2026/10/01 Re: [PR] feat: run physical requirement enforcement first, as a PhysicalAnalyzer phase [datafusion] via GitHub
2026/10/01 Re: [PR] fix: clamp cosine_distance to enforce metric non-negativity and boundedness [0.0, 2.0] [datafusion] via GitHub
2026/10/01 Re: [PR] fix: bin coarse date_bin timestamps in i128 and restore ordering [datafusion] via GitHub
2026/10/01 Re: [I] date_bin: define the semantics of negative strides [datafusion] via GitHub
2026/10/01 Re: [PR] feat: wire native existence join support [datafusion-comet] via GitHub
2026/10/01 Re: [PR] feat: run physical requirement enforcement first, as a PhysicalAnalyzer phase [datafusion] via GitHub
2026/10/01 Re: [I] Release DataFusion `55.2.0` (patch) Release (Oct 2026) [datafusion] via GitHub
2026/10/01 Re: [PR] perf(proto): avoid re-normalizing logical plans [datafusion] via GitHub
2026/10/01 Re: [I] datafusion-proto: logical plan decode re-normalizes already-normalized plans, superlinear on wide plans [datafusion] via GitHub
2026/10/01 Re: [PR] perf: avoid quadratic planning for SELECTs with many aggregates [datafusion] via GitHub
2026/10/01 [I] `array_concat` on nested lists panics or fails with type mismatch errors [datafusion] via GitHub
2026/10/01 Re: [PR] fix: clamp cosine_distance to enforce metric non-negativity and boundedness [0.0, 2.0] [datafusion] via GitHub
2026/10/01 Re: [PR] feat: add parquet_file_metadata and parquet_page_index to datafusion-cli [datafusion] via GitHub
2026/10/01 Re: [PR] fix: Route collated instr, substring_index, trim, greatest and least through the codegen dispatcher [datafusion-comet] via GitHub
2026/10/01 Re: [PR] feat: wire native existence join support [datafusion-comet] via GitHub
2026/10/01 [I] `nvl` / `ifnull` convert decimals to Float64 and timestamps and dates to strings [datafusion] via GitHub
2026/10/01 Re: [PR] feat: add parquet_file_metadata and parquet_page_index to datafusion-cli [datafusion] via GitHub
2026/10/01 Re: [PR] Make `RowValues::compare`'s current-offset assumption self-checking [datafusion] via GitHub
2026/10/01 [I] `decimal % 1` returns 0 for non-nullable decimal columns [datafusion] via GitHub
2026/10/01 Re: [PR] perf: Add an adaptive integer membership prefilter for hash joins [datafusion] via GitHub
2026/10/01 Re: [PR] fix: load the bundled native library only once per class loader [datafusion-comet] via GitHub
2026/10/01 Re: [PR] docs: add community showcase volumes 4 and 5 [datafusion] via GitHub
2026/10/01 Re: [PR] feat: add native Delta Lake scan contrib module (page/row-group pruning) [datafusion-comet] via GitHub
2026/10/01 Re: [PR] feat: run physical requirement enforcement first, as a PhysicalAnalyzer phase [datafusion] via GitHub
2026/10/01 Re: [PR] feat: Add option to assign Parquet row groups to file ranges by midpoint [datafusion] via GitHub
2026/10/01 [PR] fix: defer Parquet conversion errors until a row group is decoded, as Spark does [datafusion-comet] via GitHub
2026/10/01 Re: [D] DISCUSSION: San Francisco DataFusion Meetup November 2026 [datafusion] via GitHub
2026/10/01 Re: [D] DISCUSSION: San Francisco DataFusion Meetup November 2026 [datafusion] via GitHub
2026/10/01 Re: [PR] perf(pwmj):settle never-matching streamed rows against the buffered extreme… [datafusion] via GitHub
2026/10/01 [I] SQL unparser drops the time zone from timestamp literals [datafusion] via GitHub
2026/10/01 Re: [PR] perf(pwmj):settle never-matching streamed rows against the buffered extreme… [datafusion] via GitHub