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Which issue does this PR close?

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dependabot bot and others added 30 commits November 8, 2025 09:50
…che#18508)

Bumps
[taiki-e/install-action](https://github.com/taiki-e/install-action) from
2.62.46 to 2.62.47.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/taiki-e/install-action/releases">taiki-e/install-action's
releases</a>.</em></p>
<blockquote>
<h2>2.62.47</h2>
<ul>
<li>
<p>Update <code>vacuum@latest</code> to 0.20.0.</p>
</li>
<li>
<p>Update <code>cargo-nextest@latest</code> to 0.9.111.</p>
</li>
<li>
<p>Update <code>cargo-shear@latest</code> to 1.6.2.</p>
</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/taiki-e/install-action/blob/main/CHANGELOG.md">taiki-e/install-action's
changelog</a>.</em></p>
<blockquote>
<h1>Changelog</h1>
<p>All notable changes to this project will be documented in this
file.</p>
<p>This project adheres to <a href="https://semver.org">Semantic
Versioning</a>.</p>
<!-- raw HTML omitted -->
<h2>[Unreleased]</h2>
<ul>
<li>
<p>Update <code>cargo-udeps@latest</code> to 0.1.60.</p>
</li>
<li>
<p>Update <code>zizmor@latest</code> to 1.16.3.</p>
</li>
</ul>
<h2>[2.62.47] - 2025-11-05</h2>
<ul>
<li>
<p>Update <code>vacuum@latest</code> to 0.20.0.</p>
</li>
<li>
<p>Update <code>cargo-nextest@latest</code> to 0.9.111.</p>
</li>
<li>
<p>Update <code>cargo-shear@latest</code> to 1.6.2.</p>
</li>
</ul>
<h2>[2.62.46] - 2025-11-04</h2>
<ul>
<li>
<p>Update <code>vacuum@latest</code> to 0.19.5.</p>
</li>
<li>
<p>Update <code>syft@latest</code> to 1.37.0.</p>
</li>
<li>
<p>Update <code>mise@latest</code> to 2025.11.2.</p>
</li>
<li>
<p>Update <code>knope@latest</code> to 0.21.5.</p>
</li>
</ul>
<h2>[2.62.45] - 2025-11-02</h2>
<ul>
<li>
<p>Update <code>zizmor@latest</code> to 1.16.2.</p>
</li>
<li>
<p>Update <code>cargo-binstall@latest</code> to 1.15.10.</p>
</li>
<li>
<p>Update <code>ubi@latest</code> to 0.8.4.</p>
</li>
<li>
<p>Update <code>mise@latest</code> to 2025.11.1.</p>
</li>
<li>
<p>Update <code>cargo-semver-checks@latest</code> to 0.45.0.</p>
</li>
</ul>
<h2>[2.62.44] - 2025-11-01</h2>
<ul>
<li>Update <code>mise@latest</code> to 2025.11.0.</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/taiki-e/install-action/commit/6f9c7cc51aa54b13cbcbd12f8bbf69d8ba405b4b"><code>6f9c7cc</code></a>
Release 2.62.47</li>
<li><a
href="https://github.com/taiki-e/install-action/commit/f13cacde469bbeca99e2ca0b0118337dd536aaf7"><code>f13cacd</code></a>
Update <code>vacuum@latest</code> to 0.20.0</li>
<li><a
href="https://github.com/taiki-e/install-action/commit/62c4f5632b45a86418e529c41d1b2f82063b35a9"><code>62c4f56</code></a>
Update <code>cargo-nextest@latest</code> to 0.9.111</li>
<li><a
href="https://github.com/taiki-e/install-action/commit/800a584e84678ab6b0c92051141d4a2942098533"><code>800a584</code></a>
Update <code>cargo-shear@latest</code> to 1.6.2</li>
<li>See full diff in <a
href="https://github.com/taiki-e/install-action/compare/f535147c22906d77695e11cb199e764aa610a4fc...6f9c7cc51aa54b13cbcbd12f8bbf69d8ba405b4b">compare
view</a></li>
</ul>
</details>
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Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Oleks V <comphead@users.noreply.github.com>
…LargeListView` types (apache#18432)

## Which issue does this PR close?

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- Closes apache#18351

## Rationale for this change

`array_slice` accepts `ListView` / `LargeListView` inputs.

<!--
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in the issue then this section is not needed.
Explaining clearly why changes are proposed helps reviewers understand
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## What changes are included in this PR?


- Extend array_slice_inner to handle `ListView`/`LargeListView` arrays
directly.
- Share the stride/bounds logic between list and list‑view
implementations via a new `SlicePlan`.



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## Are these changes tested?
Yes

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Yes. `array_slice` now accepts `ListView` and `LargeListView` arrays
without requiring an explicit cast.
## Which issue does this PR close?

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- part of #apache#18142.

## Rationale for this change
This PR is for consolidating all the `builtin-functions` examples into a
single example binary. We are agreed on the pattern and we can apply it
to the remaining examples

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---------

Co-authored-by: Sergey Zhukov <szhukov@aligntech.com>
## Which issue does this PR close?

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enhancements and this helps us generate change logs for our releases.
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- Related apache#18210 

## Rationale for this change

To keep logic clear in binary operator and make it possible to use
binary operators for nested data structures in coming changes.

## What changes are included in this PR?

Another housekeeping refactor for binary operators.

- Keep the API from datum module consistent by using `Operator` instead
of kernel function
- Move nested data structure check into cmp operators. This allows us to
implement binary operators for `List`, `Struct` and etc.

## Are these changes tested?

Unit tests

## Are there any user-facing changes?

N/A
## Which issue does this PR close?
 - Closes apache#18431

## Rationale for this change
-The trace_id in the result is depended on a random number. I think
it's better to remove it from the sql to get a stable result

## What changes are included in this PR?
Remove the trace_id from the sql and the assert result

## Are these changes tested?

N/A

## Are there any user-facing changes?
 No
…rnal invariant checks (apache#18511)

## Which issue does this PR close?

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- Closes apache#15492

## Rationale for this change

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in the issue then this section is not needed.
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See issue for the rationale and example.

This PR introduces the following macros to make invariant checks and
throwing internal errors easier, and also let the error message include
more assertion details if it failed (what's the expected/actual value),
to make debugging easier.
- `assert_or_internal_err!()`
- `assert_eq_or_internal_err!()`
- `assert_ne_or_internal_err!()`

```rust
// before
if field.name() != expected.name() {
    return internal_err!(
        "Field name mismatch at index {}: expected '{}', found '{}'",
        idx,
        expected.name(),
        field.name()
    );
}

// after
assert_eq_or_internal_err!(
    field.name(),
    expected.name(),
    "Field name mismatch at index {}",
    idx
);
```
If the assertion fails, the error now reads:

```
Internal error: Assertion failed: field.name() == expected.name() (left: "foo", right: "bar"): Field name mismatch at index 3.
```


## What changes are included in this PR?

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is sometimes worth providing a summary of the individual changes in this
PR.
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1. Add macros and UTs to test
2. Updated a few internal error patterns that are applicable for this
macro

## Are these changes tested?

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UTs

## Are there any user-facing changes?
No
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updated before approving the PR.
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---------

Co-authored-by: Alex Huang <huangweijun1001@gmail.com>
…cal-optimizer (apache#18555)

## Which issue does this PR close?

- Closes apache#18547.

## What changes are included in this PR?

enforce clippy lint `needless_pass_by_value` to
`datafusion-physical-optimizer`

## Are these changes tested?
yes

## Are there any user-facing changes?

no
…pache#18554)

## Which issue does this PR close?

- Closes apache#18546.

## Rationale for this change
enforce clippy lint `needless_pass_by_value`

## Are these changes tested?

yes

## Are there any user-facing changes?

no
…mmon (apache#18556)

## Which issue does this PR close?

- Closes apache#18543

## What changes are included in this PR?
enforce clippy lint `needless_pass_by_value` to
`datafusion-physical-expr-common`

## Are these changes tested?

yes

## Are there any user-facing changes?

no
…ion-physical-expr` (apache#18557)

## Which issue does this PR close?

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- Closes apache#18544.

## Rationale for this change

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in the issue then this section is not needed.
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See apache#18503 for details.

## What changes are included in this PR?

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I enabled the clippy lint rule and then fixed nearly all instances.

## Are these changes tested?

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As part of the normal test suite, yes.

## Are there any user-facing changes?

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The following `pub (crate)` APIs were changed:

- `regex_match_dyn` in
`datafusion/physical-expr/src/expressions/binary/kernels.rs`
- `regex_match_dyn_scalar` in
`datafusion/physical-expr/src/expressions/binary/kernels.rs`

But no fully `pub` functions were changed.
Most of these file source implementations cannot operate without schema,
they all have `.expect("schema must be set")`s that violate using the
language to enforce correctness.

This is an attempt to rework that by making it so you have to pass in a
schema to construct them.

That said there are downsides:
1. More boilerplate.
2. Requires that the schema passed into `FileScanConfig` and
`FileSource` match.

I feel like there's another twist to this needed... maybe moving the
schema out of `FileScanConfig`? That's not currently possible, it's used
in both places. Maybe having a `FileScan` and a `FileScanConfig` and
having construction be `FileScan::new(FileSource::new(config), config)`?
## Which issue does this PR close?

## Rationale for this change

A small fix for a rare case in SLT runner when it panics instead of
printing result.

## What changes are included in this PR?

Code change in sqllogictest

## Are these changes tested?

Manual test

## Are there any user-facing changes?

No
)

## Which issue does this PR close?

## Rationale for this change

complex expr is not supported in prepared statement argument.

## What changes are included in this PR?

simplify arguments of prepared statement first.

## Are these changes tested?

UT

## Are there any user-facing changes?

No

---------

Co-authored-by: Andrew Lamb <andrew@nerdnetworks.org>
…ache#18423)

## Which issue does this PR close?

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enhancements and this helps us generate change logs for our releases.
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- Closes apache#18278

## Rationale for this change

<!--
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in the issue then this section is not needed.
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Convenience method for when parsing has already been done, and we want
to start from a an expr object instead of SQL string.

## What changes are included in this PR?

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is sometimes worth providing a summary of the individual changes in this
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## Are these changes tested?

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Added test

## Are there any user-facing changes?

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Yes, new public api.
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…#18565)

## Which issue does this PR close?

- part of apache#17558
- port of apache#18551

## Rationale for this change

Let's update the version numbers!

## What changes are included in this PR?
- forward port the change from
apache#18551 to main

## Are these changes tested?
by CI

## Are there any user-facing changes?
New version
## Rationale for this change

Noticed while doing apache#18424 that the list types `List` and
`FixedSizeList` uses `MutableData` to build the reverse array. Using
`take` turns out to be a lot faster, ~70% for both `List` and
`FixedSizeList`. This PR also reworks the benchmark added in apache#18425, and
these are the results on that compared to the implementation on main:

```
# cargo bench --bench array_reverse
   Compiling datafusion-functions-nested v50.3.0 (/Users/vegard/dev/datafusion/datafusion/functions-nested)
    Finished `bench` profile [optimized] target(s) in 42.08s
     Running benches/array_reverse.rs (target/release/deps/array_reverse-2c473eed34a53d0a)
Gnuplot not found, using plotters backend
Benchmarking array_reverse_list: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase target time to 6.3s, or reduce sample count to 70.
array_reverse_list      time:   [62.201 ms 62.551 ms 62.946 ms]
                        change: [−70.137% −69.965% −69.785%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 8 outliers among 100 measurements (8.00%)
  5 (5.00%) high mild
  3 (3.00%) high severe

Benchmarking array_reverse_list_view: Warming up for 3.0000 s
Warning: Unable to complete 100 samples in 5.0s. You may wish to increase target time to 6.3s, or reduce sample count to 70.
array_reverse_list_view time:   [61.649 ms 61.905 ms 62.185 ms]
                        change: [−16.122% −15.623% −15.087%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 6 outliers among 100 measurements (6.00%)
  5 (5.00%) high mild
  1 (1.00%) high severe

array_reverse_fixed_size_list
                        time:   [4.7936 ms 4.8292 ms 4.8741 ms]
                        change: [−76.435% −76.196% −75.951%] (p = 0.00 < 0.05)
                        Performance has improved.
Found 20 outliers among 100 measurements (20.00%)
  8 (8.00%) low mild
  5 (5.00%) high mild
  7 (7.00%) high severe
```

## Are these changes tested?
Covered by existing sqllogic tests, and one new test for
`FixedSizeList`.
## Which issue does this PR close?
This PR is for consolidating all the `custom_data_source` examples into
a single example binary. We are agreed on the pattern and we can apply
it to the remaining examples

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- part of #apache#18142.

## Rationale for this change

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---------

Co-authored-by: Sergey Zhukov <szhukov@aligntech.com>
Co-authored-by: Andrew Lamb <andrew@nerdnetworks.org>
## Which issue does this PR close?

 - apache#17211

It's not yet clear to me if this will fully close the above issue, or if
it's just the first step. I think there may be more work to do, so I'm
not going to have this auto-close the issue.

## Rationale for this change

tl;dr of the issue: normalizing the access pattern(s) for objects for
partitioned tables should not only reduce the number of requests to a
backing object store, but will also allow any existing and/or future
caching mechanisms to apply equally to both directory-partitioned and
flat tables.

List request on `main`:
```sql
DataFusion CLI v50.2.0
> \object_store_profiling summary
ObjectStore Profile mode set to Summary
> CREATE EXTERNAL TABLE overture_partitioned
STORED AS PARQUET LOCATION 's3://overturemaps-us-west-2/release/2025-09-24.0/';
0 row(s) fetched.
Elapsed 37.236 seconds.

Object Store Profiling
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----+-----+-----+-----+-------+
| Operation | Metric   | min | max | avg | sum | count |
+-----------+----------+-----+-----+-----+-----+-------+
| List      | duration |     |     |     |     | 1     |
| List      | size     |     |     |     |     | 1     |
+-----------+----------+-----+-----+-----+-----+-------+
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Operation | Metric   | min       | max       | avg         | sum         | count |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Get       | duration | 0.044411s | 0.338399s | 0.104535s   | 162.133179s | 1551  |
| Get       | size     | 8 B       | 1285059 B | 338457.56 B | 524947683 B | 1551  |
| List      | duration |           |           |             |             | 3     |
| List      | size     |           |           |             |             | 3     |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
> select count(*) from overture_partitioned;
+------------+
| count(*)   |
+------------+
| 4219677254 |
+------------+
1 row(s) fetched.
Elapsed 40.061 seconds.

Object Store Profiling
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Operation | Metric   | min       | max       | avg         | sum         | count |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Get       | duration | 0.042554s | 0.453125s | 0.103147s   | 159.980835s | 1551  |
| Get       | size     | 8 B       | 1285059 B | 338457.56 B | 524947683 B | 1551  |
| List      | duration | 0.043498s | 0.196298s | 0.092462s   | 2.034174s   | 22    |
| List      | size     |           |           |             |             | 22    |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
> select count(*) from overture_partitioned;
+------------+
| count(*)   |
+------------+
| 4219677254 |
+------------+
1 row(s) fetched.
Elapsed 0.924 seconds.

Object Store Profiling
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----------+-----------+-----------+-----------+-------+
| Operation | Metric   | min       | max       | avg       | sum       | count |
+-----------+----------+-----------+-----------+-----------+-----------+-------+
| List      | duration | 0.040526s | 0.161407s | 0.092792s | 2.041431s | 22    |
| List      | size     |           |           |           |           | 22    |
+-----------+----------+-----------+-----------+-----------+-----------+-------+
>
```

List requests for this PR:
```sql
DataFusion CLI v50.2.0
> \object_store_profiling summary
ObjectStore Profile mode set to Summary
> CREATE EXTERNAL TABLE overture_partitioned
STORED AS PARQUET LOCATION 's3://overturemaps-us-west-2/release/2025-09-24.0/';
0 row(s) fetched.
Elapsed 33.962 seconds.

Object Store Profiling
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----+-----+-----+-----+-------+
| Operation | Metric   | min | max | avg | sum | count |
+-----------+----------+-----+-----+-----+-----+-------+
| List      | duration |     |     |     |     | 1     |
| List      | size     |     |     |     |     | 1     |
+-----------+----------+-----+-----+-----+-----+-------+
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Operation | Metric   | min       | max       | avg         | sum         | count |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Get       | duration | 0.043832s | 0.342730s | 0.110505s   | 171.393509s | 1551  |
| Get       | size     | 8 B       | 1285059 B | 338457.56 B | 524947683 B | 1551  |
| List      | duration |           |           |             |             | 3     |
| List      | size     |           |           |             |             | 3     |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
> select count(*) from overture_partitioned;
+------------+
| count(*)   |
+------------+
| 4219677254 |
+------------+
1 row(s) fetched.
Elapsed 38.119 seconds.

Object Store Profiling
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Operation | Metric   | min       | max       | avg         | sum         | count |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
| Get       | duration | 0.043186s | 0.296394s | 0.099681s   | 154.605286s | 1551  |
| Get       | size     | 8 B       | 1285059 B | 338457.56 B | 524947683 B | 1551  |
| List      | duration |           |           |             |             | 1     |
| List      | size     |           |           |             |             | 1     |
+-----------+----------+-----------+-----------+-------------+-------------+-------+
> select count(*) from overture_partitioned;
+------------+
| count(*)   |
+------------+
| 4219677254 |
+------------+
1 row(s) fetched.
Elapsed 0.815 seconds.

Object Store Profiling
Instrumented Object Store: instrument_mode: Summary, inner: AmazonS3(overturemaps-us-west-2)
Summaries:
+-----------+----------+-----+-----+-----+-----+-------+
| Operation | Metric   | min | max | avg | sum | count |
+-----------+----------+-----+-----+-----+-----+-------+
| List      | duration |     |     |     |     | 1     |
| List      | size     |     |     |     |     | 1     |
+-----------+----------+-----+-----+-----+-----+-------+
>
```

List operations
| Action | `main` | this PR |
| ---- | ---- | ---- |
| Create Table | 3 | 3 |
| Cold-cache Query | 22 | 1 |
| Warm-cache Query | 22 | 1 |

## What changes are included in this PR?

- Refactored helpers related to listing, discovering, and pruning
objects based on partitions to normalize the strategy between
partitioned and flat tables

## Are these changes tested?

Yes. The internal methods that have been modified are covered by
existing tests.

## Are there any user-facing changes?

No

## Additional Notes

I want to surface that I believe there is a chance for a performance
_regression_ for certain queries against certain tables. One performance
related mechanism the existing code implements, but this code currently
omits, is (potentially) reducing the number of partitions listed based
on query filters. In order for the existing code to exercise this
optimization the query filters must contain all the path elements of a
subdirectory as column filters. E.g.

Given a table with a directory-partitioning structure like: 
```
path/to/table/a=1/b=2/c=3/data.parquet
```
This query:
```sql
select count(*) from table where a=1 and b=2;
```
Will result in listing the following path:
```
LIST: path/to/table/a=1/b=2/
```

Whereas this query:
```sql
select count(*) from table where b=2;
```
Will result in listing the following path:
```
LIST: path/to/table/
```

I believe the real-world impact of this omission is likely minimal, at
least when using high-latency storage such as S3 or other object stores,
especially considering the existing implementation is likely to execute
multiple sequential `LIST` operations due to its breadth-first search
implementation. The most likely configuration for a table that would be
negatively impacted would be a table that holds many thousands of
underlying objects (most cloud stores return recursive list requests
with page sizes of many hundreds to thousands of objects) with a
relatively shallow partition structure. I may be able to find or build a
dataset that fulfills these criteria to test this assertion if there's
concern about it.

I believe we could also augment the existing low-level `object_store`
interactions to allow listing a prefix on a table, which would allow the
same pruning of list operations with the code in this PR. The downside
to this approach is it either complicates future caching efforts, or
leads to cache fragmentation in a simpler cache implementation. I didn't
include these changes in this PR to avoid the change set being too
large.

##
cc @alamb

---------

Co-authored-by: Andrew Lamb <andrew@nerdnetworks.org>
…18491)

## Which issue does this PR close?

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- Closes apache#17027 

## Rationale for this change

<!--
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in the issue then this section is not needed.
Explaining clearly why changes are proposed helps reviewers understand
your changes and offer better suggestions for fixes.
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`output_batches` should be a common metric in all operators, thus should
ideally be added to `BaselineMetrics`
```
> explain analyze select * from generate_series(1, 1000000) as t1(v1) order by v1 desc;
+-------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| plan_type         | plan                                                                                                                                                                                                                                 |
+-------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| Plan with Metrics | SortExec: expr=[v1@0 DESC], preserve_partitioning=[false], metrics=[output_rows=1000000, elapsed_compute=535.320324ms, output_bytes=7.6 MB, output_batches=123, spill_count=0, spilled_bytes=0.0 B, spilled_rows=0, batches_split=0] |
|                   |   ProjectionExec: expr=[value@0 as v1], metrics=[output_rows=1000000, elapsed_compute=208.379µs, output_bytes=7.7 MB, output_batches=123]                                                                                            |
|                   |     LazyMemoryExec: partitions=1, batch_generators=[generate_series: start=1, end=1000000, batch_size=8192], metrics=[output_rows=1000000, elapsed_compute=15.924291ms, output_bytes=7.7 MB, output_batches=123]                     |
|                   |                                                                                                                                                                                                                                      |
+-------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
1 row(s) fetched.
Elapsed 0.492 second
```

## What changes are included in this PR?

<!--
There is no need to duplicate the description in the issue here but it
is sometimes worth providing a summary of the individual changes in this
PR.
-->
- Added `output_batches` into `BaselineMetrics` with `DEV` MetricType 
- Tracked through `record_poll()` API
- Changes are similar to apache#18268
- Refactored `assert_metrics` macro to take multiple metrics strings for
substring check
- Added `output_bytes` and `output_batches` tracking in `TopK` operator
- Added `baseline` metrics for `RepartitionExec`

## Are these changes tested?

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Added UT

## Are there any user-facing changes?

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Changes in the `EXPLAIN ANALYZE` output, `output_batches` will be added
to `metrics=[...]`
…pr (apache#18532)

## Which issue does this PR close?
- Closes apache#18504.

## Rationale for this change
Followed suggestions to not update any public-facing APIs and put the
lint rule in the appropriate spot.

## What changes are included in this PR?
* Add `#![deny(clippy::needless_pass_by_value)]` and `#![cfg_attr(test,
allow(clippy::needless_pass_by_value))]` to `lib.rs`.
* Add `#[allow(clippy::needless_pass_by_value)]` to public functions
* fix `rewrite_in_terms_of_projection()` and
`get_exprs_except_skipped()` to use references per the lint suggestion

## Are these changes tested?
Yes, though the same test failed even without changes to the public
APIs:
`test expr_rewriter::order_by::test::rewrite_sort_cols_by_agg_alias ...
FAILED`
I'll append the logs for your convenience:
```
failures:

---- expr_rewriter::order_by::test::rewrite_sort_cols_by_agg_alias stdout ----
running: 'c1 --> c1  -- column *named* c1 that came out of the projection, (not t.c1)'
running: 'min(c2) --> "min(c2)" -- (column *named* "min(t.c2)"!)'

thread 'expr_rewriter::order_by::test::rewrite_sort_cols_by_agg_alias' (27524241) panicked at datafusion/expr/src/expr_rewriter/order_by.rs:308:13:
assertion `left == right` failed: 

input:Sort { expr: AggregateFunction(AggregateFunction { func: AggregateUDF { inner: Min { name: "min", signature: Signature { type_signature: VariadicAny, volatility: Immutable, parameter_names: None } } }, params: AggregateFunctionParams { args: [Column(Column { relation: None, name: "c2" })], distinct: false, filter: None, order_by: [], null_treatment: None } }), asc: true, nulls_first: true }
rewritten:Sort { expr: Column(Column { relation: None, name: "min(t.c2)" }), asc: true, nulls_first: true }
expected:Sort { expr: Column(Column { relation: Some(Bare { table: "min(t" }), name: "c2)" }), asc: true, nulls_first: true }

  left: Sort { expr: Column(Column { relation: None, name: "min(t.c2)" }), asc: true, nulls_first: true }
 right: Sort { expr: Column(Column { relation: Some(Bare { table: "min(t" }), name: "c2)" }), asc: true, nulls_first: true }
note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace

failures:
    expr_rewriter::order_by::test::rewrite_sort_cols_by_agg_alias

```
## Are there any user-facing changes?
No, all modification were constrained to internal APIs.

---------

Co-authored-by: Yongting You <2010youy01@gmail.com>
## Which issue does this PR close?

## Rationale for this change

get_field doesn't support nested key

## What changes are included in this PR?

support nested key

## Are these changes tested?

UT

## Are there any user-facing changes?

No

---------

Co-authored-by: Andrew Lamb <andrew@nerdnetworks.org>
## Which issue does this PR close?

<!--
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enhancements and this helps us generate change logs for our releases.
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`Closes #123` indicates that this PR will close issue #123.
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- Closes apache#16688.

## Rationale for this change

<!--
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in the issue then this section is not needed.
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your changes and offer better suggestions for fixes.
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Currently Datafusion can only read Arrow files if the're in the File
format, not the Stream format. I work with a bunch of Stream format
files and wanted native support.

## What changes are included in this PR?

<!--
There is no need to duplicate the description in the issue here but it
is sometimes worth providing a summary of the individual changes in this
PR.
-->

To accomplish the above, this PR splits the Arrow datasource into two
separate implementations (`ArrowStream*` and `ArrowFile*`) with a facade
on top to differentiate between the formats at query planning time.

## Are these changes tested?

<!--
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1. Prevent the code from being accidentally broken by subsequent changes
2. Serve as another way to document the expected behavior of the code

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-->

Yes, there are end-to-end sqllogictests along with tests for the changes
within datasource-arrow.

## Are there any user-facing changes?

<!--
If there are user-facing changes then we may require documentation to be
updated before approving the PR.
-->

<!--
If there are any breaking changes to public APIs, please add the `api
change` label.
-->

Technically yes, in that we support a new format now. I'm not sure which
documentation would need to be updated?

---------

Co-authored-by: Martin Grigorov <martin-g@users.noreply.github.com>
…che#18581)

Bumps
[taiki-e/install-action](https://github.com/taiki-e/install-action) from
2.62.47 to 2.62.49.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/taiki-e/install-action/releases">taiki-e/install-action's
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<blockquote>
<h2>2.62.49</h2>
<ul>
<li>
<p>Update <code>cargo-binstall@latest</code> to 1.15.11.</p>
</li>
<li>
<p>Update <code>cargo-auditable@latest</code> to 0.7.2.</p>
</li>
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</li>
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<ul>
<li>
<p>Update <code>mise@latest</code> to 2025.11.3.</p>
</li>
<li>
<p>Update <code>cargo-audit@latest</code> to 0.22.0.</p>
</li>
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<li>
<p>Update <code>uv@latest</code> to 0.9.8.</p>
</li>
<li>
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<p>All notable changes to this project will be documented in this
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<p>This project adheres to <a href="https://semver.org">Semantic
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<!-- raw HTML omitted -->
<h2>[Unreleased]</h2>
<h2>[2.62.49] - 2025-11-09</h2>
<ul>
<li>
<p>Update <code>cargo-binstall@latest</code> to 1.15.11.</p>
</li>
<li>
<p>Update <code>cargo-auditable@latest</code> to 0.7.2.</p>
</li>
<li>
<p>Update <code>vacuum@latest</code> to 0.20.2.</p>
</li>
</ul>
<h2>[2.62.48] - 2025-11-08</h2>
<ul>
<li>
<p>Update <code>mise@latest</code> to 2025.11.3.</p>
</li>
<li>
<p>Update <code>cargo-audit@latest</code> to 0.22.0.</p>
</li>
<li>
<p>Update <code>vacuum@latest</code> to 0.20.1.</p>
</li>
<li>
<p>Update <code>uv@latest</code> to 0.9.8.</p>
</li>
<li>
<p>Update <code>cargo-udeps@latest</code> to 0.1.60.</p>
</li>
<li>
<p>Update <code>zizmor@latest</code> to 1.16.3.</p>
</li>
</ul>
<h2>[2.62.47] - 2025-11-05</h2>
<ul>
<li>
<p>Update <code>vacuum@latest</code> to 0.20.0.</p>
</li>
<li>
<p>Update <code>cargo-nextest@latest</code> to 0.9.111.</p>
</li>
<li>
<p>Update <code>cargo-shear@latest</code> to 1.6.2.</p>
</li>
</ul>
<h2>[2.62.46] - 2025-11-04</h2>
<ul>
<li>
<p>Update <code>vacuum@latest</code> to 0.19.5.</p>
</li>
<li>
<p>Update <code>syft@latest</code> to 1.37.0.</p>
</li>
<li>
<p>Update <code>mise@latest</code> to 2025.11.2.</p>
</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
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<li><a
href="https://github.com/taiki-e/install-action/commit/44c6d64aa62cd779e873306675c7a58e86d6d532"><code>44c6d64</code></a>
Release 2.62.49</li>
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Update <code>cargo-binstall@latest</code> to 1.15.11</li>
<li><a
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Update <code>cargo-auditable@latest</code> to 0.7.2</li>
<li><a
href="https://github.com/taiki-e/install-action/commit/3df5533ef842d100d27dbd43c2fbd8aa0cccddcc"><code>3df5533</code></a>
Update <code>vacuum@latest</code> to 0.20.2</li>
<li><a
href="https://github.com/taiki-e/install-action/commit/e797ba6a25dbd8669057e123b02812e16138589e"><code>e797ba6</code></a>
Release 2.62.48</li>
<li><a
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Update <code>mise@latest</code> to 2025.11.3</li>
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Update <code>vacuum@latest</code> to 0.20.1</li>
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Bumps [maturin](https://github.com/pyo3/maturin) from 1.9.6 to 1.10.0.
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<h2>What's Changed</h2>
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<li>Fix generated WHEEL Tag metadata to be spec compliant. by <a
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<a
href="https://redirect.github.com/PyO3/maturin/pull/2794">PyO3/maturin#2794</a></li>
<li>chore: add FreeBSD 14.3 amd64 sysconfig by <a
href="https://github.com/fleetingbytes"><code>@​fleetingbytes</code></a>
in <a
href="https://redirect.github.com/PyO3/maturin/pull/2805">PyO3/maturin#2805</a></li>
<li>Add Cygwin support by <a
href="https://github.com/lazka"><code>@​lazka</code></a> in <a
href="https://redirect.github.com/PyO3/maturin/pull/2819">PyO3/maturin#2819</a></li>
<li>PyO3: do not add <code>extension-module</code> feature in template
and tutorial by <a href="https://github.com/Tpt"><code>@​Tpt</code></a>
in <a
href="https://redirect.github.com/PyO3/maturin/pull/2821">PyO3/maturin#2821</a></li>
<li>Remove add_directory() from ModuleWriter trait by <a
href="https://github.com/e-nomem"><code>@​e-nomem</code></a> in <a
href="https://redirect.github.com/PyO3/maturin/pull/2824">PyO3/maturin#2824</a></li>
<li>Correct wheel naming when targeting iOS by <a
href="https://github.com/freakboy3742"><code>@​freakboy3742</code></a>
in <a
href="https://redirect.github.com/PyO3/maturin/pull/2827">PyO3/maturin#2827</a></li>
<li>Add support for iOS cross-platform virtual environments by <a
href="https://github.com/freakboy3742"><code>@​freakboy3742</code></a>
in <a
href="https://redirect.github.com/PyO3/maturin/pull/2828">PyO3/maturin#2828</a></li>
<li>add <code>editable-profile</code> option by <a
href="https://github.com/davidhewitt"><code>@​davidhewitt</code></a> in
<a
href="https://redirect.github.com/PyO3/maturin/pull/2826">PyO3/maturin#2826</a></li>
<li>Make sdist reproducible by <a
href="https://github.com/e-nomem"><code>@​e-nomem</code></a> in <a
href="https://redirect.github.com/PyO3/maturin/pull/2831">PyO3/maturin#2831</a></li>
<li>always use &quot;library&quot; mode to generate uniffi bindings by
<a href="https://github.com/davidhewitt"><code>@​davidhewitt</code></a>
in <a
href="https://redirect.github.com/PyO3/maturin/pull/2840">PyO3/maturin#2840</a></li>
<li>If an interpreter is available, use it, even when building ABI3. by
<a
href="https://github.com/freakboy3742"><code>@​freakboy3742</code></a>
in <a
href="https://redirect.github.com/PyO3/maturin/pull/2829">PyO3/maturin#2829</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/jsirois"><code>@​jsirois</code></a> made
their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2762">PyO3/maturin#2762</a></li>
<li><a href="https://github.com/chrysn"><code>@​chrysn</code></a> made
their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2760">PyO3/maturin#2760</a></li>
<li><a href="https://github.com/ddelange"><code>@​ddelange</code></a>
made their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2769">PyO3/maturin#2769</a></li>
<li><a href="https://github.com/vvsagar"><code>@​vvsagar</code></a> made
their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2783">PyO3/maturin#2783</a></li>
<li><a
href="https://github.com/MatthijsKok"><code>@​MatthijsKok</code></a>
made their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2799">PyO3/maturin#2799</a></li>
<li><a
href="https://github.com/fleetingbytes"><code>@​fleetingbytes</code></a>
made their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2805">PyO3/maturin#2805</a></li>
<li><a href="https://github.com/linkmauve"><code>@​linkmauve</code></a>
made their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2811">PyO3/maturin#2811</a></li>
<li><a href="https://github.com/lazka"><code>@​lazka</code></a> made
their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2819">PyO3/maturin#2819</a></li>
<li><a href="https://github.com/e-nomem"><code>@​e-nomem</code></a> made
their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2824">PyO3/maturin#2824</a></li>
<li><a
href="https://github.com/freakboy3742"><code>@​freakboy3742</code></a>
made their first contribution in <a
href="https://redirect.github.com/PyO3/maturin/pull/2827">PyO3/maturin#2827</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/PyO3/maturin/compare/v1.9.6...v1.10.0">https://github.com/PyO3/maturin/compare/v1.9.6...v1.10.0</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/PyO3/maturin/blob/main/Changelog.md">maturin's
changelog</a>.</em></p>
<blockquote>
<h2>[1.10.0]</h2>
<ul>
<li>Add <code>tool.maturin.editable-profile</code> option to override
profile for editable package installations.</li>
<li>Add support for Cygwin.</li>
<li>When building <code>abi3</code> wheels on non-Windows platforms that
aren't cross-compiling, the <code>sysconfigdata</code> of the
interpreter used to run maturin will now be used, rather than a dummy
interpreter.</li>
<li>Allow iOS cross-platform virtual environments, such as those used by
cibuildwheel, to imply an iOS target.</li>
<li>Fix iOS wheel naming to be compliant with PEP 730.</li>
<li>Fix generated WHEEL Tag metadata to be spec compliant.</li>
<li>Fix incorrect warning about missing <code>extension-module</code>
feature on PyO3 0.26+.</li>
<li>Remove <code>add_directory()</code> from ModuleWriter and make it an
implementation detail for the specific impl.</li>
<li>Clear out uid/gid and set deterministic mtime for files in
sdist.</li>
<li>Always use &quot;library&quot; mode to build uniffi bindings.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/PyO3/maturin/commit/c3093d1c1089a65e4baca7bb98b930ce0b297863"><code>c3093d1</code></a>
release: 1.10.0 (<a
href="https://redirect.github.com/pyo3/maturin/issues/2841">#2841</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/a41bc8654c7753106a50c52fbea6c51f63e18adb"><code>a41bc86</code></a>
If an interpreter is available, use it, even when building ABI3. (<a
href="https://redirect.github.com/pyo3/maturin/issues/2829">#2829</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/e75305205431319e1b9a70b5a76bb84e8bfa60bb"><code>e753052</code></a>
always use &quot;library&quot; mode to generate uniffi bindings (<a
href="https://redirect.github.com/pyo3/maturin/issues/2840">#2840</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/216b643ea45794107922308c71b352f06d27a163"><code>216b643</code></a>
Update manylinux/musllinux policies to the latest main (<a
href="https://redirect.github.com/pyo3/maturin/issues/2836">#2836</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/044ba832245e67924cb950e81597949ae14acb97"><code>044ba83</code></a>
Revert &quot;Upgrade goblin to 0.10&quot; (<a
href="https://redirect.github.com/pyo3/maturin/issues/2837">#2837</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/bb3d629fb79cc41e3fb71a75a86eed599a2d2643"><code>bb3d629</code></a>
Upgrade goblin to 0.10 (<a
href="https://redirect.github.com/pyo3/maturin/issues/2833">#2833</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/837549608af174d232b6f9e15f04ab3e77258bf5"><code>8375496</code></a>
Use <code>serial_test</code> for tests that modifies env vars (<a
href="https://redirect.github.com/pyo3/maturin/issues/2832">#2832</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/9dc2f5fc546d609436805e655b4c02b4ebf9287b"><code>9dc2f5f</code></a>
Make sdist reproducible (<a
href="https://redirect.github.com/pyo3/maturin/issues/2831">#2831</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/685efba876ad23417d506e40f21c8bebacb0c00f"><code>685efba</code></a>
ci: bump to Python 3.14, update runners (<a
href="https://redirect.github.com/pyo3/maturin/issues/2830">#2830</a>)</li>
<li><a
href="https://github.com/PyO3/maturin/commit/57aa6ed9663c70ebd57b78eebe7143b5fa3b0839"><code>57aa6ed</code></a>
add <code>editable-profile</code> option (<a
href="https://redirect.github.com/pyo3/maturin/issues/2826">#2826</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/pyo3/maturin/compare/v1.9.6...v1.10.0">compare
view</a></li>
</ul>
</details>
<br />


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## Which issue does this PR close?

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- Closes #.

## Rationale for this change

`cargo-machete` identifies an unused dependency and this blocks a bunch
of dependabot updates PRs
apache#18580

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… require code changes. (apache#18586)

## Which issue does this PR close?

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Part of apache#18503

## Rationale for this change

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Enforce the lint rule to all crates that are already passing this extra
check, and we don't need further code change on them.

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Co-authored-by: Andrew Lamb <andrew@nerdnetworks.org>
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- Closes apache#18341.
- Closes apache#9370

## Rationale for this change

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Cases where two RepartitionExec operators appear consecutively in the
plan. This is unneeded overhead that eliminating provides speed ups.

Full Report: [The Physical Optimizer and Fixing Consecutive Repartitions
In the Enforce Distribution
Rule.pdf](https://github.com/user-attachments/files/23420831/The.Physical.Optimizer.and.Fixing.Consecutive.Repartitions.In.the.Enforce.Distribution.Rule.pdf)

Issue Report: [Fixing Consecutive Repartitions In the Enforce
Distribution
Rule.pdf](https://github.com/user-attachments/files/23420880/Fixing.Consecutive.Repartitions.In.the.Enforce.Distribution.Rule.pdf)

## What changes are included in this PR?

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Change to repartition adding logic in `enforce_distribution.rs`
A ton of test and bench updates to mirror new behavior

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Yes benchmarked and tested, check report for benchmarks

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---------

Co-authored-by: Andrew Lamb <andrew@nerdnetworks.org>
…8540)

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- Closes apache#18155.

## Rationale for this change

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Merges the functionality of `CoalesceAsyncExecInput` into
`CoalesceBatches` to remove redundant optimizer logic and simplify batch
coalescing behavior.


## Are these changes tested?

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Behavior is covered by existing ``CoalesceBatches and optimizer tests.
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No
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## Which issue does this PR close?

- part of apache#17558
- Related to apache#18549

## Rationale for this change

While working on apache#18549 I
noticed that the release download page was out of date

https://datafusion.apache.org/download.html

<img width="816" height="456" alt="Screenshot 2025-11-08 at 6 31 50 AM"
src="https://github.com/user-attachments/assets/4678bc8e-0d85-4951-91af-3b1c0ee00a26"
/>


## What changes are included in this PR?

Update links (I will comment more inline)

## Are these changes tested?

I manually rendered the page:

<img width="846" height="869" alt="Screenshot 2025-11-08 at 6 39 00 AM"
src="https://github.com/user-attachments/assets/e8312c7c-b4af-43f9-9767-ae234c08c928"
/>


## Are there any user-facing changes?

Updated download page that is not outdated
…e#18603)

## Which issue does this PR close?

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- Closes apache#18375 .

## What changes are included in this PR?

Enhance the help message for invalid command, add the `help` command in
the help message.

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## Are these changes tested?

Manual test

<img width="737" height="190" alt="image"
src="https://github.com/user-attachments/assets/073d4b96-db6f-448b-a7a4-3f9fa456a72e"
/>


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## Are there any user-facing changes?

No

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hareshkh and others added 13 commits November 11, 2025 18:14
## Which issue does this PR close?

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- Closes apache#18597

## Rationale for this change

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A check is recently added to `invoke_with_args` that checks for the
output type of the result with the expected output type from the UDF -
apache#17515. Because the fast path
misses adding the timezone, the assertion added in this PR fails.

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Include timezone information in the fast path.

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Yes, added a unit test

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No

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- Closes: apache#18606
- Relates to: apache#7001

## Rationale for this change

Moe coalesce batches inside filter exec. We can use `BatchCoalescer
::push_batch_with_filter` which should give a speed up compared to
filtering individual batches + concatenating afterwards.

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## What changes are included in this PR?

Changes the FilterExec to coalesce batches inside.
I did not make a change to remove CoalesceBatchesExec from all the
plans, I plan to create an issue and a PR after this is merged to do so.
Now it should be mostly a no-op with limited overhead as input batches
are already well-sized.

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## Which issue does this PR close?

- None, simply corrects two unit tests

## Rationale for this change

The `test_and_null_boolean_intervals` and
`test_or_null_boolean_intervals` are a bit misleading. They try to
create a 'null' interval using
`Interval::try_new(ScalarValue::Boolean(None),
ScalarValue::Boolean(None))`. The implementation of `try_new` normalises
this to `Interval::UNCERTAIN`, which is not the same as 'null'.

## What changes are included in this PR?

Adds tests demonstrating:
- `Interval::try_new(ScalarValue::Boolean(None),
ScalarValue::Boolean(None)) == Interval::UNCERTAIN`
- `Interval::UNCERTAIN` contains `ScalarValue::Boolean(Some(true))` and
`ScalarValue::Boolean(Some(false))`
- `Interval::UNCERTAIN` does not contain `ScalarValue::Boolean(None)` or
`ScalarValue::Null`

Renames `test_and_null_boolean_intervals` and
`test_and_null_boolean_intervals`

## Are these changes tested?

Test only changes

## Are there any user-facing changes?

No
…::or` tests (apache#18621)

## Which issue does this PR close?

None, unit test clarification

## Rationale for this change

The unit tests for `Interval::and`, and `Interval::not` are written
using a hard to to interpret matrix of boolean values. It's much easier
to scan this for correctness when using the constants instead.

## What changes are included in this PR?

- Replace raw boolean values with constant references
- Ensure tests cover all permutations
- Add missing test for `Interval::or`

## Are these changes tested?

Test only change

## Are there any user-facing changes?

No
## Which issue does this PR close?

apache#18158 introduced a regression
in the table type created with `DataFrame::into_view()`

## Rationale for this change

Correct regression

## What changes are included in this PR?

One line fix

## Are these changes tested?

Unit test added

## Are there any user-facing changes?

None
… SQL planner based on Datatype (apache#18599)

## Which issue does this PR close?

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 - as discussed in apache#17261


## Rationale for this change
Logical Plan for datatype Int64 and UInt64 differs, UInt64 Logical
Plan's Union are wrapped up in Projection, and EliminateNestedUnion
OptimezerRule is not applied leading to significantly longer execution
time.
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## What changes are included in this PR?
Separating Benchmarks based on datatype, converting a datatype specific
function to a generic one.
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## Are these changes tested?
Yes.
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## Are there any user-facing changes?
No, benchmarks only.
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---------

Co-authored-by: Andrew Lamb <andrew@nerdnetworks.org>
## Which issue does this PR close?

Closes apache#18516, although it does still not allow for doing `SELECT *
WHERE ree_encoded_column_name = 'test'` because we don't have the
necessary cast support available yet. See the issue for more details.

## What changes are included in this PR?

Type coercion logic for RunEndEncoded types to datafusion-expr-common.
I've basically tried to copy what's done for dictionaries. It's quite
possible I missed something!

## Are these changes tested?

Yes, adds new tests for type coercion of REE types to
datafusion-expr-common.
@github-actions github-actions bot added documentation Improvements or additions to documentation sql SQL Planner development-process Related to development process of DataFusion logical-expr Logical plan and expressions physical-expr Changes to the physical-expr crates optimizer Optimizer rules core Core DataFusion crate sqllogictest SQL Logic Tests (.slt) substrait Changes to the substrait crate catalog Related to the catalog crate common Related to common crate proto Related to proto crate functions Changes to functions implementation datasource Changes to the datasource crate physical-plan Changes to the physical-plan crate spark labels Nov 12, 2025
@comphead comphead closed this Nov 12, 2025
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catalog Related to the catalog crate common Related to common crate core Core DataFusion crate datasource Changes to the datasource crate development-process Related to development process of DataFusion documentation Improvements or additions to documentation functions Changes to functions implementation logical-expr Logical plan and expressions optimizer Optimizer rules physical-expr Changes to the physical-expr crates physical-plan Changes to the physical-plan crate proto Related to proto crate spark sql SQL Planner sqllogictest SQL Logic Tests (.slt) substrait Changes to the substrait crate

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