vegarsti commented on code in PR #16985:
URL: https://github.com/apache/datafusion/pull/16985#discussion_r2245319362
##
datafusion/physical-plan/src/unnest.rs:
##
@@ -101,8 +101,22 @@ impl UnnestExec {
input: &Arc,
schema: SchemaRef,
) -> PlanProperties {
2010YOUY01 commented on code in PR #16996:
URL: https://github.com/apache/datafusion/pull/16996#discussion_r2245710943
##
datafusion/sqllogictest/test_files/joins.slt:
##
@@ -4127,9 +4127,9 @@ logical_plan
03)TableScan: left_table projection=[a, b, c]
04)TableScan: rig
2010YOUY01 closed pull request #16889: WIP: Rewrite NestedLoopJoin to limit
intermediate size (up to 3.2X faster)
URL: https://github.com/apache/datafusion/pull/16889
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2010YOUY01 commented on PR #16889:
URL: https://github.com/apache/datafusion/pull/16889#issuecomment-3140413077
Move to the final PR https://github.com/apache/datafusion/pull/16996, so
closing this one.
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andygrove merged PR #2030:
URL: https://github.com/apache/datafusion-comet/pull/2030
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andygrove opened a new pull request, #2050:
URL: https://github.com/apache/datafusion-comet/pull/2050
## Which issue does this PR close?
N/A
## Rationale for this change
There is a proposal to move the Blaze project into the ASF as a top-level
incubating
coderfender commented on code in PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996#discussion_r2245849616
##
spark/src/main/scala/org/apache/comet/serde/arithmetic.scala:
##
@@ -212,17 +211,26 @@ object CometIntegralDivide extends CometExpressionSerde
with Mat
mbutrovich opened a new issue, #2051:
URL: https://github.com/apache/datafusion-comet/issues/2051
### Describe the bug
### Background
We encountered a [new
issue](https://github.com/apache/datafusion-comet/pull/2040#issuecomment-3111563959)
while trying to upgrade to DF49 where a
andygrove commented on code in PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996#discussion_r2245874649
##
spark/src/main/scala/org/apache/comet/serde/arithmetic.scala:
##
@@ -212,17 +211,26 @@ object CometIntegralDivide extends CometExpressionSerde
with MathB
andygrove commented on code in PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996#discussion_r2245741631
##
spark/src/test/scala/org/apache/comet/CometExpressionSuite.scala:
##
@@ -113,6 +113,16 @@ class CometExpressionSuite extends CometTestBase with
AdaptiveS
andygrove commented on code in PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996#discussion_r2245743098
##
spark/src/main/scala/org/apache/comet/serde/arithmetic.scala:
##
@@ -212,17 +211,26 @@ object CometIntegralDivide extends CometExpressionSerde
with MathB
asubiotto commented on code in PR #16985:
URL: https://github.com/apache/datafusion/pull/16985#discussion_r2245279416
##
datafusion/physical-plan/src/unnest.rs:
##
@@ -101,8 +101,22 @@ impl UnnestExec {
input: &Arc,
schema: SchemaRef,
) -> PlanProperties {
vegarsti commented on code in PR #16985:
URL: https://github.com/apache/datafusion/pull/16985#discussion_r2245268389
##
datafusion/physical-plan/src/unnest.rs:
##
@@ -101,8 +101,22 @@ impl UnnestExec {
input: &Arc,
schema: SchemaRef,
) -> PlanProperties {
alamb commented on PR #16971:
URL: https://github.com/apache/datafusion/pull/16971#issuecomment-3139646399
> > > 🤖: Benchmark completed
> > > Details
> >
> >
> > I think this doesn't show anything as it's not enabled by default?
Should we enable it?
>
> I made a PR to te
alamb commented on PR #16988:
URL: https://github.com/apache/datafusion/pull/16988#issuecomment-3139647249
🤖 `./gh_compare_branch.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking/blob/main/gh_compare_branch.sh)
Running
Linux aal-dev 6.11.0-1016-gcp #16~24.04.1-Ubun
goldmedal commented on PR #16963:
URL: https://github.com/apache/datafusion/pull/16963#issuecomment-3139868201
Thanks @alamb for reviewing 👍
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andygrove commented on code in PR #16942:
URL: https://github.com/apache/datafusion/pull/16942#discussion_r2245810757
##
datafusion/spark/src/function/bitwise/bit_get.rs:
##
@@ -0,0 +1,291 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor
comphead commented on code in PR #16970:
URL: https://github.com/apache/datafusion/pull/16970#discussion_r2245812112
##
datafusion/optimizer/src/optimizer.rs:
##
@@ -137,13 +137,15 @@ impl OptimizerContext {
Self {
query_execution_start_time: Utc::now(),
Omega359 commented on code in PR #16970:
URL: https://github.com/apache/datafusion/pull/16970#discussion_r2245809712
##
datafusion/core/src/execution/session_state.rs:
##
@@ -738,6 +738,17 @@ impl SessionState {
self.config.options()
}
+/// return the configu
Omega359 commented on code in PR #16970:
URL: https://github.com/apache/datafusion/pull/16970#discussion_r2245815418
##
datafusion/core/src/execution/session_state.rs:
##
@@ -738,6 +738,17 @@ impl SessionState {
self.config.options()
}
+/// return the configu
alamb commented on PR #16185:
URL: https://github.com/apache/datafusion/pull/16185#issuecomment-3139484779
Performance tests show no obvious difference in performance -- I will plan
to review this more carefully late today
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vegarsti commented on code in PR #16985:
URL: https://github.com/apache/datafusion/pull/16985#discussion_r2245063342
##
datafusion/physical-plan/src/unnest.rs:
##
@@ -101,8 +101,22 @@ impl UnnestExec {
input: &Arc,
schema: SchemaRef,
) -> PlanProperties {
andygrove commented on PR #2026:
URL:
https://github.com/apache/datafusion-comet/pull/2026#issuecomment-3140485342
@petern48 I don't know if you saw, but there are test failures that need
investigating
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kylebarron opened a new issue, #16997:
URL: https://github.com/apache/datafusion/issues/16997
### Describe the bug
I'm looking for a way to pass down the input field into my UDAF, as I need
the field metadata to access the Arrow extension metadata. It looks like
[`AccumulatorArgs.sch
comphead commented on code in PR #16970:
URL: https://github.com/apache/datafusion/pull/16970#discussion_r2245799840
##
datafusion/core/src/execution/session_state.rs:
##
@@ -738,6 +738,17 @@ impl SessionState {
self.config.options()
}
+/// return the configu
comphead commented on code in PR #16970:
URL: https://github.com/apache/datafusion/pull/16970#discussion_r2245801709
##
datafusion/core/src/execution/session_state.rs:
##
@@ -738,6 +738,17 @@ impl SessionState {
self.config.options()
}
+/// return the configu
xudong963 merged PR #16992:
URL: https://github.com/apache/datafusion/pull/16992
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shehabgamin commented on PR #16971:
URL: https://github.com/apache/datafusion/pull/16971#issuecomment-3139677123
This is super exciting! 🚀
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xudong963 commented on code in PR #16941:
URL: https://github.com/apache/datafusion/pull/16941#discussion_r2245170771
##
datafusion/physical-plan/src/empty.rs:
##
@@ -229,4 +243,62 @@ mod tests {
assert!(empty.execute(20, task_ctx).is_err());
Ok(())
}
+
+
goldmedal merged PR #16963:
URL: https://github.com/apache/datafusion/pull/16963
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pepijnve commented on issue #16994:
URL: https://github.com/apache/datafusion/issues/16994#issuecomment-3139984941
I came up with this as unit test, but that pretty much duplicates the
implementation. Should I add this test case or is it not worth it?
```
#[test]
fn maintains_in
adriangb commented on code in PR #16445:
URL: https://github.com/apache/datafusion/pull/16445#discussion_r2245591958
##
datafusion/physical-plan/src/joins/hash_join.rs:
##
@@ -943,10 +978,71 @@ impl ExecutionPlan for HashJoinExec {
try_embed_projection(projection, s
vegarsti commented on code in PR #16985:
URL: https://github.com/apache/datafusion/pull/16985#discussion_r2245268389
##
datafusion/physical-plan/src/unnest.rs:
##
@@ -101,8 +101,22 @@ impl UnnestExec {
input: &Arc,
schema: SchemaRef,
) -> PlanProperties {
kazantsev-maksim commented on PR #2030:
URL:
https://github.com/apache/datafusion-comet/pull/2030#issuecomment-3140349961
@comphead @andygrove thanks for the feedback!
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2010YOUY01 opened a new pull request, #16996:
URL: https://github.com/apache/datafusion/pull/16996
## Which issue does this PR close?
- Closes #.
## Rationale for this change
# Summary
This PR rewrites the NLJ operator from scratch with a different approach
2010YOUY01 commented on PR #16996:
URL: https://github.com/apache/datafusion/pull/16996#issuecomment-3140384776
Draft PR and early discussions:
https://github.com/apache/datafusion/pull/16889
Thanks @UBarney @ding-young and @jonathanc-n for the help 🙏🏼
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2010YOUY01 closed pull request #16819: Benchmark: Add micro-benchmark for
Nested Loop Join operator
URL: https://github.com/apache/datafusion/pull/16819
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2010YOUY01 commented on PR #16819:
URL: https://github.com/apache/datafusion/pull/16819#issuecomment-3140388598
Move to the final PR https://github.com/apache/datafusion/pull/16996, so
closing this one.
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alamb commented on PR #16977:
URL: https://github.com/apache/datafusion/pull/16977#issuecomment-3139657549
> I am a bit confused about the regressions. Are these (and the
improvements) within the margin of error on the benchmark runner? Otherwise, it
could also be due to the `ahash` changes
rtimush opened a new issue, #1987:
URL: https://github.com/apache/datafusion-sqlparser-rs/issues/1987
Parsing the following SQL
```sql
INSERT INTO foo
SELECT 1, 'data'
ON CONFLICT DO NOTHING
```
fails with
```
Expected: end of statement, found: CONFLICT at Line: 3,
alamb commented on PR #16977:
URL: https://github.com/apache/datafusion/pull/16977#issuecomment-3139743553
🤖 `./gh_compare_branch_bench.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking/blob/main/gh_compare_branch_bench.sh)
Running
Linux aal-dev 6.11.0-1016-gcp #16~
alamb commented on PR #16988:
URL: https://github.com/apache/datafusion/pull/16988#issuecomment-3139743382
🤖: Benchmark completed
Details
```
Comparing HEAD and alamb_default_to_on
Benchmark clickbench_extended.json
pepijnve opened a new pull request, #16995:
URL: https://github.com/apache/datafusion/pull/16995
## Which issue does this PR close?
- Closes #16994.
## Rationale for this change
The initial implementation of `CooperativeExec#maintains_input_order` is not
correct and is l
pepijnve commented on PR #16995:
URL: https://github.com/apache/datafusion/pull/16995#issuecomment-3139954754
@alamb this one might require a 49.0.1 😬
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pepijnve commented on PR #16616:
URL: https://github.com/apache/datafusion/pull/16616#issuecomment-3139965024
> @pepijnve I wonder if you have some time to review this PR as well?
@alamb IIRC, I provided feedback out of band which was integrated by
@ding-young
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GitHub user robo-todd added a comment to the discussion: Join problems with
custom TableProviders
Adding some details: This is with DataFusion 48 and 49 versions.
Also for a join of this size (64 rows approximately?) I would not expect to see
more than one scan of each incoming table.
The cu
Thearas opened a new pull request, #16993:
URL: https://github.com/apache/datafusion/pull/16993
## Which issue does this PR close?
Closes #15795 .
## Rationale for this change
## What changes are included in this PR?
## Are these changes tested?
alamb commented on PR #16977:
URL: https://github.com/apache/datafusion/pull/16977#issuecomment-3139940928
🤖: Benchmark completed
Details
```
group feature_improve-expr-hash-perf
main
-
pepijnve opened a new issue, #16994:
URL: https://github.com/apache/datafusion/issues/16994
### Describe the bug
`CooperativeExec` implements `maintains_input_order` by delegating to its
input. As a consequence it may return a `Vec` with a length that is smaller or
larger than the nu
adriangb commented on code in PR #16445:
URL: https://github.com/apache/datafusion/pull/16445#discussion_r2245195106
##
datafusion/physical-plan/src/joins/hash_join.rs:
##
@@ -1039,12 +1196,50 @@ async fn collect_left_input(
let data = JoinLeftData::new(
hashmap,
Adez017 commented on PR #16927:
URL: https://github.com/apache/datafusion/pull/16927#issuecomment-3140073922
Hi @alamb , @xudong963 . As of now its look good to me , if any further
updates needed let me know . if not , we can move forward to merge it
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vim89 commented on code in PR #16941:
URL: https://github.com/apache/datafusion/pull/16941#discussion_r2245505745
##
datafusion/physical-plan/src/empty.rs:
##
@@ -229,4 +243,62 @@ mod tests {
assert!(empty.execute(20, task_ctx).is_err());
Ok(())
}
+
+#
milenkovicm commented on code in PR #16986:
URL: https://github.com/apache/datafusion/pull/16986#discussion_r2245510375
##
datafusion-examples/examples/composed_extension_codec.rs:
##
@@ -233,6 +234,17 @@ impl PhysicalExtensionCodec for
ChildPhysicalExtensionCodec {
}
}
mbutrovich commented on PR #16918:
URL: https://github.com/apache/datafusion/pull/16918#issuecomment-3140641647
I've documented my investigation with a new issue on the Comet repo:
https://github.com/apache/datafusion-comet/issues/2051
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coderfender commented on code in PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996#discussion_r2245892858
##
spark/src/main/scala/org/apache/comet/serde/arithmetic.scala:
##
@@ -212,17 +211,26 @@ object CometIntegralDivide extends CometExpressionSerde
with Mat
andygrove commented on code in PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996#discussion_r2245896914
##
spark/src/main/scala/org/apache/comet/serde/arithmetic.scala:
##
@@ -212,17 +211,29 @@ object CometIntegralDivide extends CometExpressionSerde
with MathB
coderfender commented on code in PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996#discussion_r2245901228
##
spark/src/main/scala/org/apache/comet/serde/arithmetic.scala:
##
@@ -212,17 +211,29 @@ object CometIntegralDivide extends CometExpressionSerde
with Mat
andygrove closed issue #1477: Overflow happened on: `Long.MinValue div -1`
URL: https://github.com/apache/datafusion-comet/issues/1477
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adriangb commented on PR #16445:
URL: https://github.com/apache/datafusion/pull/16445#issuecomment-3140961969
I think I've addressed all of the feedback and rebased on main / changes
broken out into other PRs. @Dandandan @xudong963 I've tagged you both for
review.
@alamb would you m
comphead commented on code in PR #2052:
URL: https://github.com/apache/datafusion-comet/pull/2052#discussion_r2246090245
##
native/core/src/execution/jni_api.rs:
##
@@ -341,10 +341,29 @@ fn prepare_output(
let mut i = 0;
while i < results.len() {
l
andygrove merged PR #1996:
URL: https://github.com/apache/datafusion-comet/pull/1996
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mbutrovich commented on issue #2053:
URL:
https://github.com/apache/datafusion-comet/issues/2053#issuecomment-3140953687
I don't have a strong opinion on the order, but happy if we have a way to
enforce it to something consistent.
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adriangb commented on PR #16445:
URL: https://github.com/apache/datafusion/pull/16445#issuecomment-3140948881
@alamb could I ask you to kick off some benchmarks?
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alamb commented on PR #16445:
URL: https://github.com/apache/datafusion/pull/16445#issuecomment-3141175283
🤖: Benchmark completed
Details
```
Comparing HEAD and hash-join-pushdown
Benchmark clickbench_extended.json
alamb commented on issue #16955:
URL: https://github.com/apache/datafusion/issues/16955#issuecomment-3140910299
There was a fairly involved discussion with @vbarua and @Garamda and
@jayzhan211 about the backwards compatibility issue here
- https://github.com/apache/datafusion/pull/13511
andygrove commented on code in PR #2052:
URL: https://github.com/apache/datafusion-comet/pull/2052#discussion_r2246069765
##
native/core/src/execution/jni_api.rs:
##
@@ -341,10 +341,29 @@ fn prepare_output(
let mut i = 0;
while i < results.len() {
andygrove commented on code in PR #2052:
URL: https://github.com/apache/datafusion-comet/pull/2052#discussion_r2246070759
##
native/core/src/execution/jni_api.rs:
##
@@ -341,10 +341,29 @@ fn prepare_output(
let mut i = 0;
while i < results.len() {
vegarsti commented on code in PR #16985:
URL: https://github.com/apache/datafusion/pull/16985#discussion_r2246073369
##
datafusion/physical-plan/src/unnest.rs:
##
@@ -101,8 +101,22 @@ impl UnnestExec {
input: &Arc,
schema: SchemaRef,
) -> PlanProperties {
alamb commented on PR #16977:
URL: https://github.com/apache/datafusion/pull/16977#issuecomment-3141100594
The planner benchmarks look good across the board except for
```
logical_select_all_from_1000 1.04 11.5±0.09ms?
?/sec1.00 11.0±0.04ms?
alamb commented on code in PR #16971:
URL: https://github.com/apache/datafusion/pull/16971#discussion_r2246479502
##
docs/source/user-guide/configs.md:
##
@@ -60,6 +60,7 @@ Environment variables are read during `SessionConfig`
initialisation so they mus
| datafusion.execution.
alamb opened a new issue, #17001:
URL: https://github.com/apache/datafusion/issues/17001
### Is your feature request related to a problem or challenge?
@nuno-faria implemented the core Parquet Metadata caching logic in the
following PR:
- https://github.com/apache/datafusion/pull/1
BlakeOrth commented on code in PR #16971:
URL: https://github.com/apache/datafusion/pull/16971#discussion_r2246474646
##
datafusion/execution/src/cache/cache_unit.rs:
##
@@ -157,9 +158,79 @@ impl CacheAccessor>> for
DefaultListFilesCache {
}
}
+/// Collected file embedd
alamb opened a new issue, #17002:
URL: https://github.com/apache/datafusion/issues/17002
### Is your feature request related to a problem or challenge?
@nuno-faria implemented the core Parquet Metadata caching logic in the
following PR:
- https://github.com/apache/datafusion/pull/1
alamb commented on PR #16971:
URL: https://github.com/apache/datafusion/pull/16971#issuecomment-3141496258
I also filed a ticket to track making `count(*)` queries faster:
https://github.com/apache/datafusion/issues/17001
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alamb commented on code in PR #16971:
URL: https://github.com/apache/datafusion/pull/16971#discussion_r2246489431
##
datafusion/common/src/config.rs:
##
@@ -549,6 +549,12 @@ config_namespace! {
/// (reading) Use any available bloom filters when reading parquet
files
alamb commented on PR #16971:
URL: https://github.com/apache/datafusion/pull/16971#issuecomment-3141498147
I have gathered follow on tasks in an epic:
- https://github.com/apache/datafusion/issues/17000
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tobixdev commented on PR #16977:
URL: https://github.com/apache/datafusion/pull/16977#issuecomment-3142929279
Thanks for reproducing! I've now removed the changes to `ahash`. Could you
re-run the benchmarks?
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nuno-faria opened a new issue, #16998:
URL: https://github.com/apache/datafusion/issues/16998
### Describe the bug
The `SortExec` operator will share the same `DynamicFilterPhysicalExpr`
across multiple invocations of `with_new_children` (e.g., from
`reset_plan_states`), causing quer
comphead commented on PR #2046:
URL:
https://github.com/apache/datafusion-comet/pull/2046#issuecomment-3141237400
related to
https://github.com/apache/datafusion-comet/pull/1978#discussion_r2180394231
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adriangb commented on PR #16445:
URL: https://github.com/apache/datafusion/pull/16445#issuecomment-3141237953
Guess it just doesn't make a difference then. Thanks!
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mbutrovich merged PR #2052:
URL: https://github.com/apache/datafusion-comet/pull/2052
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parthchandra commented on issue #2034:
URL:
https://github.com/apache/datafusion-comet/issues/2034#issuecomment-3141766740
No I do not. Thinking of alternative strategies (like cloning the code in
Comet).
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github-actions[bot] closed pull request #15946: feat: add macros for
DataFusionError variants
URL: https://github.com/apache/datafusion/pull/15946
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github-actions[bot] closed pull request #15022: feat: add `register_metadata`
function for `GroupsAccumulator` to help create specialized impl
URL: https://github.com/apache/datafusion/pull/15022
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github-actions[bot] closed pull request #15018: [POC] feat: Add
datafusion-storage
URL: https://github.com/apache/datafusion/pull/15018
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github-actions[bot] closed pull request #16060: Fix Correlated Subquery With
Depth Larger Than One
URL: https://github.com/apache/datafusion/pull/16060
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adamreeve commented on PR #16779:
URL: https://github.com/apache/datafusion/pull/16779#issuecomment-3141937961
Hi @alamb, could you please take a look at this when you have time, or
suggest someone else who could review this?
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ding-young commented on PR #16996:
URL: https://github.com/apache/datafusion/pull/16996#issuecomment-3141976153
### Memory Usage Benchmark
current
```
Query Time (ms) Peak RSS Peak Commit Major Page Faults
---
zhuqi-lucas commented on PR #16771:
URL: https://github.com/apache/datafusion/pull/16771#issuecomment-3142010548
> 🤖: Benchmark completed
>
> Details
>
> ```
> group main
reduce_expr_size
> -
codecov-commenter commented on PR #2050:
URL:
https://github.com/apache/datafusion-comet/pull/2050#issuecomment-3140671595
##
[Codecov](https://app.codecov.io/gh/apache/datafusion-comet/pull/2050?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_ca
codecov-commenter commented on PR #2052:
URL:
https://github.com/apache/datafusion-comet/pull/2052#issuecomment-3140810198
##
[Codecov](https://app.codecov.io/gh/apache/datafusion-comet/pull/2052?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_ca
mbutrovich commented on code in PR #2052:
URL: https://github.com/apache/datafusion-comet/pull/2052#discussion_r2246080558
##
native/core/src/execution/jni_api.rs:
##
@@ -341,10 +341,29 @@ fn prepare_output(
let mut i = 0;
while i < results.len() {
adriangb commented on code in PR #16445:
URL: https://github.com/apache/datafusion/pull/16445#discussion_r2246082774
##
datafusion/physical-plan/src/joins/hash_join.rs:
##
@@ -943,10 +978,71 @@ impl ExecutionPlan for HashJoinExec {
try_embed_projection(projection, s
coderfender commented on issue #2049:
URL:
https://github.com/apache/datafusion-comet/issues/2049#issuecomment-3141268402
Thank you @andygrove . This issue seems to be largely related to precision
and scale. In the PR: #1996 we were able to get cast operation working by
setting precision
alamb commented on issue #16994:
URL: https://github.com/apache/datafusion/issues/16994#issuecomment-3141279920
> What might be useful is to have more general test logic that takes in an
ExecutionPlan and verifies (to the extent possible) that the post conditions
required by the trait are m
alamb commented on issue #16994:
URL: https://github.com/apache/datafusion/issues/16994#issuecomment-3141284814
Or we can extend here
https://github.com/apache/datafusion/blob/c6d55207161e400e53645d5ee7d7bf16cd024c2f/datafusion/core/src/physical_planner.rs#L2356-L2355
with some basic checks
alamb commented on PR #16771:
URL: https://github.com/apache/datafusion/pull/16771#issuecomment-3141288216
🤖 `./gh_compare_branch_bench.sh` [Benchmark
Script](https://github.com/alamb/datafusion-benchmarking/blob/main/gh_compare_branch_bench.sh)
Running
Linux aal-dev 6.11.0-1016-gcp #16~
alamb merged PR #16927:
URL: https://github.com/apache/datafusion/pull/16927
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alamb closed issue #16923: [Doc Fix] : Missing Example for `Statistical
Functions` in the Docs
URL: https://github.com/apache/datafusion/issues/16923
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alamb commented on PR #16927:
URL: https://github.com/apache/datafusion/pull/16927#issuecomment-3141286583
I think this one is good to go -- thanks @Adez017
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