BrandonFors/pandas-github-issues huggingface dataset:
DOC: Update doc strings to show pd.Panel has been deprecated
State: closed

Add lines to doc string to show that Panel has been deprecated.

Labels:
name: Docs
name: Deprecate
description: Functionality to remove in pandas

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18956?src=pr&el=h1) Report
> Merging [#18956](https://codecov.io/gh/pandas-dev/pandas/pull/18956?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/feef9041d84b3e3b7b68121d903a5ae1a4bf42b0?src=pr&el=desc) will **increase** coverage by `0.02%`.
> The diff coverage is `n/a`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18956/graphs/tree.svg?width=650&height=150&src=pr&token=eZ4WkYLtcO)](https://codecov.io/gh/pandas-dev/pandas/pull/18956?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18956      +/-   ##
==========================================
+ Coverage   91.57%   91.59%   +0.02%     
==========================================
  Files         150      150              
  Lines       48964    48964              
==========================================
+ Hits        44838    44850      +12     
+ Misses       4126     4114      -12
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.96% <ø> (+0.02%)` | :arrow_up: |
| #single | `41.13% <ø> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18956?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/core/frame.py](https://codecov.io/gh/pandas-dev/pandas/pull/18956/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvZnJhbWUucHk=) | `97.68% <ø> (ø)` | :arrow_up: |
| [pandas/core/panel.py](https://codecov.io/gh/pandas-dev/pandas/pull/18956/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvcGFuZWwucHk=) | `96.85% <ø> (ø)` | :arrow_up: |
| [pandas/plotting/\_converter.py](https://codecov.io/gh/pandas-dev/pandas/pull/18956/diff?src=pr&el=tree#diff-cGFuZGFzL3Bsb3R0aW5nL19jb252ZXJ0ZXIucHk=) | `66.95% <0%> (+1.73%)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18956?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18956?src=pr&el=footer). Last update [feef904...75ce0c2](https://codecov.io/gh/pandas-dev/pandas/pull/18956?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

thanks. note that #18934 is covering this generally.
CLN: Drop the .reshape method from classes
State: closed

Remove the method for Series, Categorical, and Index. Deprecated or errored in v0.19.0

xref #13012

Labels:
name: Deprecate
description: Functionality to remove in pandas
name: Clean

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18954?src=pr&el=h1) Report
> Merging [#18954](https://codecov.io/gh/pandas-dev/pandas/pull/18954?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/674cf4ff66266f7cc6aff0261e7fcdfcfcfbcf84?src=pr&el=desc) will **decrease** coverage by `<.01%`.
> The diff coverage is `n/a`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18954/graphs/tree.svg?src=pr&width=650&token=eZ4WkYLtcO&height=150)](https://codecov.io/gh/pandas-dev/pandas/pull/18954?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18954      +/-   ##
==========================================
- Coverage   91.59%   91.59%   -0.01%     
==========================================
  Files         150      150              
  Lines       48964    48949      -15     
==========================================
- Hits        44850    44835      -15     
  Misses       4114     4114
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.95% <ø> (-0.01%)` | :arrow_down: |
| #single | `41.14% <ø> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18954?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/core/categorical.py](https://codecov.io/gh/pandas-dev/pandas/pull/18954/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvY2F0ZWdvcmljYWwucHk=) | `95.91% <ø> (-0.03%)` | :arrow_down: |
| [pandas/core/indexes/base.py](https://codecov.io/gh/pandas-dev/pandas/pull/18954/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvaW5kZXhlcy9iYXNlLnB5) | `96.44% <ø> (-0.01%)` | :arrow_down: |
| [pandas/core/series.py](https://codecov.io/gh/pandas-dev/pandas/pull/18954/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvc2VyaWVzLnB5) | `94.61% <ø> (-0.05%)` | :arrow_down: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18954?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18954?src=pr&el=footer). Last update [674cf4f...c8b5d92](https://codecov.io/gh/pandas-dev/pandas/pull/18954?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

thanks!
CLN: ASV reshape
State: closed

Flake8'd and simplified setups where available.

```
$ asv dev -b ^reshape
· Discovering benchmarks
· Running 9 total benchmarks (1 commits * 1 environments * 9 benchmarks)
[  0.00%] ·· Building for existing-py_home_matt_anaconda_envs_pandas_dev_bin_python
[  0.00%] ·· Benchmarking existing-py_home_matt_anaconda_envs_pandas_dev_bin_python
[ 11.11%] ··· Running reshape.Melt.time_melt_dataframe                   7.27ms
[ 22.22%] ··· Running reshape.Pivot.time_reshape_pivot_time_series        441ms
[ 33.33%] ··· Running reshape.PivotTable.time_pivot_table                46.0ms
[ 44.44%] ··· Running reshape.SimpleReshape.time_stack                   6.73ms
[ 55.56%] ··· Running reshape.SimpleReshape.time_unstack                 6.05ms
[ 66.67%] ··· Running reshape.SparseIndex.time_unstack                   2.76ms
[ 77.78%] ··· Running reshape.Unstack.time_full_product                   254ms
[ 88.89%] ··· Running reshape.Unstack.time_without_last_row               477ms
[100.00%] ··· Running reshape.WideToLong.time_wide_to_long_big            378ms
```

Labels:
name: Benchmark
description: Performance (ASV) benchmarks

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18944?src=pr&el=h1) Report
> Merging [#18944](https://codecov.io/gh/pandas-dev/pandas/pull/18944?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/cdebcf374598e9141df7dc23bc75c9528e92c004?src=pr&el=desc) will **increase** coverage by `<.01%`.
> The diff coverage is `n/a`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18944/graphs/tree.svg?token=eZ4WkYLtcO&src=pr&height=150&width=650)](https://codecov.io/gh/pandas-dev/pandas/pull/18944?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18944      +/-   ##
==========================================
+ Coverage   91.59%   91.59%   +<.01%     
==========================================
  Files         150      150              
  Lines       48959    48959              
==========================================
+ Hits        44843    44845       +2     
+ Misses       4116     4114       -2
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.96% <ø> (ø)` | :arrow_up: |
| #single | `41.13% <ø> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18944?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/util/testing.py](https://codecov.io/gh/pandas-dev/pandas/pull/18944/diff?src=pr&el=tree#diff-cGFuZGFzL3V0aWwvdGVzdGluZy5weQ==) | `84.9% <0%> (+0.21%)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18944?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18944?src=pr&el=footer). Last update [cdebcf3...3d8e4e9](https://codecov.io/gh/pandas-dev/pandas/pull/18944?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

thanks!
DOC: typo in documentation
State: closed


Labels:
name: Docs

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18942?src=pr&el=h1) Report
> Merging [#18942](https://codecov.io/gh/pandas-dev/pandas/pull/18942?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/cdebcf374598e9141df7dc23bc75c9528e92c004?src=pr&el=desc) will **decrease** coverage by `0.02%`.
> The diff coverage is `n/a`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18942/graphs/tree.svg?height=150&width=650&token=eZ4WkYLtcO&src=pr)](https://codecov.io/gh/pandas-dev/pandas/pull/18942?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18942      +/-   ##
==========================================
- Coverage   91.59%   91.57%   -0.03%     
==========================================
  Files         150      150              
  Lines       48959    48959              
==========================================
- Hits        44843    44833      -10     
- Misses       4116     4126      +10
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.93% <ø> (-0.03%)` | :arrow_down: |
| #single | `41.13% <ø> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18942?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/plotting/\_converter.py](https://codecov.io/gh/pandas-dev/pandas/pull/18942/diff?src=pr&el=tree#diff-cGFuZGFzL3Bsb3R0aW5nL19jb252ZXJ0ZXIucHk=) | `65.22% <0%> (-1.74%)` | :arrow_down: |
| [pandas/util/testing.py](https://codecov.io/gh/pandas-dev/pandas/pull/18942/diff?src=pr&el=tree#diff-cGFuZGFzL3V0aWwvdGVzdGluZy5weQ==) | `84.9% <0%> (+0.21%)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18942?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18942?src=pr&el=footer). Last update [cdebcf3...ecc8786](https://codecov.io/gh/pandas-dev/pandas/pull/18942?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

thanks!
DOC: Fixed minor spelling errors
State: closed

Two small changes:

- Two minor spelling errors corrected.
- Added part 7 of a tutorial series to the docs (parts 1-6 were included already, but not part 7).


Labels:
name: Docs

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18941?src=pr&el=h1) Report
> Merging [#18941](https://codecov.io/gh/pandas-dev/pandas/pull/18941?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/cdebcf374598e9141df7dc23bc75c9528e92c004?src=pr&el=desc) will **decrease** coverage by `0.02%`.
> The diff coverage is `n/a`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18941/graphs/tree.svg?src=pr&token=eZ4WkYLtcO&width=650&height=150)](https://codecov.io/gh/pandas-dev/pandas/pull/18941?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18941      +/-   ##
==========================================
- Coverage   91.59%   91.57%   -0.03%     
==========================================
  Files         150      150              
  Lines       48959    48959              
==========================================
- Hits        44843    44833      -10     
- Misses       4116     4126      +10
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.93% <ø> (-0.03%)` | :arrow_down: |
| #single | `41.13% <ø> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18941?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/plotting/\_converter.py](https://codecov.io/gh/pandas-dev/pandas/pull/18941/diff?src=pr&el=tree#diff-cGFuZGFzL3Bsb3R0aW5nL19jb252ZXJ0ZXIucHk=) | `65.22% <0%> (-1.74%)` | :arrow_down: |
| [pandas/util/testing.py](https://codecov.io/gh/pandas-dev/pandas/pull/18941/diff?src=pr&el=tree#diff-cGFuZGFzL3V0aWwvdGVzdGluZy5weQ==) | `84.9% <0%> (+0.21%)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18941?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18941?src=pr&el=footer). Last update [cdebcf3...30b5b97](https://codecov.io/gh/pandas-dev/pandas/pull/18941?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

thanks!
Thanks for merging @jorisvandenbossche. I plan to read the docs carefully. If I find similar errors I will submit a PR.
ENH: Let Resampler objects have a pipe method
State: closed

- [x] closes #17905
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry

Currently, calls to ``df.resample(....).pipe(...)`` are converted to ``df.resample(....).mean().pipe(...)`` and a warning is emitted (see #17905).

This PR solves this by moving the ``pipe`` method from the ``GroupBy`` class to the ``_GroupBy`` class. As ``_GroupBy`` is a common parent class of both ``GroupBy`` and ``Resampler``, the ``pipe`` method is now available for ``Resampler`` too.

See also #17871.

Labels:
name: Enhancement
name: Resample
description: resample method

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18940?src=pr&el=h1) Report
> Merging [#18940](https://codecov.io/gh/pandas-dev/pandas/pull/18940?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/ee9c7e9b19a1fa3c4499d10885dec72f1d651832?src=pr&el=desc) will **increase** coverage by `<.01%`.
> The diff coverage is `100%`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18940/graphs/tree.svg?width=650&src=pr&token=eZ4WkYLtcO&height=150)](https://codecov.io/gh/pandas-dev/pandas/pull/18940?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18940      +/-   ##
==========================================
+ Coverage   91.59%   91.59%   +<.01%     
==========================================
  Files         150      150              
  Lines       48959    48964       +5     
==========================================
+ Hits        44845    44850       +5     
  Misses       4114     4114
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.96% <100%> (ø)` | :arrow_up: |
| #single | `41.13% <75%> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18940?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/core/resample.py](https://codecov.io/gh/pandas-dev/pandas/pull/18940/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvcmVzYW1wbGUucHk=) | `96.36% <100%> (+0.01%)` | :arrow_up: |
| [pandas/core/groupby.py](https://codecov.io/gh/pandas-dev/pandas/pull/18940/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvZ3JvdXBieS5weQ==) | `92.08% <100%> (ø)` | :arrow_up: |
| [pandas/plotting/\_converter.py](https://codecov.io/gh/pandas-dev/pandas/pull/18940/diff?src=pr&el=tree#diff-cGFuZGFzL3Bsb3R0aW5nL19jb252ZXJ0ZXIucHk=) | `66.95% <0%> (ø)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18940?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18940?src=pr&el=footer). Last update [ee9c7e9...30f91be](https://codecov.io/gh/pandas-dev/pandas/pull/18940?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

nice @topper-123 thanks!
BUG: DataFrame.from_records ignores exclude if it is [0]
State: closed

Fixed https://github.com/pandas-dev/pandas/issues/18679

Labels:
name: Bug
name: IO Data
description: IO issues that don't fit into a more specific label

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18933?src=pr&el=h1) Report
> Merging [#18933](https://codecov.io/gh/pandas-dev/pandas/pull/18933?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/cdebcf374598e9141df7dc23bc75c9528e92c004?src=pr&el=desc) will **decrease** coverage by `0.02%`.
> The diff coverage is `100%`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18933/graphs/tree.svg?src=pr&token=eZ4WkYLtcO&width=650&height=150)](https://codecov.io/gh/pandas-dev/pandas/pull/18933?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18933      +/-   ##
==========================================
- Coverage   91.59%   91.57%   -0.03%     
==========================================
  Files         150      150              
  Lines       48959    48959              
==========================================
- Hits        44843    44833      -10     
- Misses       4116     4126      +10
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.93% <100%> (-0.03%)` | :arrow_down: |
| #single | `41.13% <100%> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18933?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/core/frame.py](https://codecov.io/gh/pandas-dev/pandas/pull/18933/diff?src=pr&el=tree#diff-cGFuZGFzL2NvcmUvZnJhbWUucHk=) | `97.68% <100%> (ø)` | :arrow_up: |
| [pandas/plotting/\_converter.py](https://codecov.io/gh/pandas-dev/pandas/pull/18933/diff?src=pr&el=tree#diff-cGFuZGFzL3Bsb3R0aW5nL19jb252ZXJ0ZXIucHk=) | `65.22% <0%> (-1.74%)` | :arrow_down: |
| [pandas/util/testing.py](https://codecov.io/gh/pandas-dev/pandas/pull/18933/diff?src=pr&el=tree#diff-cGFuZGFzL3V0aWwvdGVzdGluZy5weQ==) | `84.9% <0%> (+0.21%)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18933?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18933?src=pr&el=footer). Last update [cdebcf3...a08ff71](https://codecov.io/gh/pandas-dev/pandas/pull/18933?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

thx for the PR. can u add tests and release note?
closing, this needs tests, if you want to continue working pls ping.
CLN: Remove Timestamp.offset
State: closed

Deprecated in v0.19.0

xref #13593


Labels:
name: Deprecate
description: Functionality to remove in pandas
name: Clean

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18927?src=pr&el=h1) Report
> Merging [#18927](https://codecov.io/gh/pandas-dev/pandas/pull/18927?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/cdebcf374598e9141df7dc23bc75c9528e92c004?src=pr&el=desc) will **decrease** coverage by `0.02%`.
> The diff coverage is `n/a`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18927/graphs/tree.svg?width=650&height=150&src=pr&token=eZ4WkYLtcO)](https://codecov.io/gh/pandas-dev/pandas/pull/18927?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18927      +/-   ##
==========================================
- Coverage   91.59%   91.57%   -0.03%     
==========================================
  Files         150      150              
  Lines       48959    48959              
==========================================
- Hits        44843    44833      -10     
- Misses       4116     4126      +10
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.93% <ø> (-0.03%)` | :arrow_down: |
| #single | `41.13% <ø> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18927?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/plotting/\_converter.py](https://codecov.io/gh/pandas-dev/pandas/pull/18927/diff?src=pr&el=tree#diff-cGFuZGFzL3Bsb3R0aW5nL19jb252ZXJ0ZXIucHk=) | `65.22% <0%> (-1.74%)` | :arrow_down: |
| [pandas/util/testing.py](https://codecov.io/gh/pandas-dev/pandas/pull/18927/diff?src=pr&el=tree#diff-cGFuZGFzL3V0aWwvdGVzdGluZy5weQ==) | `84.9% <0%> (+0.21%)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18927?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18927?src=pr&el=footer). Last update [cdebcf3...49d1739](https://codecov.io/gh/pandas-dev/pandas/pull/18927?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

thanks @gfyoung
DOC: Clarify dispatch behavior of read_sql
State: closed

Wasn't particularly clear or prominent in the docs.

Closes #18861.

Labels:
name: Docs
name: IO SQL
description: to_sql, read_sql, read_sql_query

Comments:
# [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18925?src=pr&el=h1) Report
> Merging [#18925](https://codecov.io/gh/pandas-dev/pandas/pull/18925?src=pr&el=desc) into [master](https://codecov.io/gh/pandas-dev/pandas/commit/cdebcf374598e9141df7dc23bc75c9528e92c004?src=pr&el=desc) will **decrease** coverage by `0.02%`.
> The diff coverage is `n/a`.

[![Impacted file tree graph](https://codecov.io/gh/pandas-dev/pandas/pull/18925/graphs/tree.svg?height=150&width=650&token=eZ4WkYLtcO&src=pr)](https://codecov.io/gh/pandas-dev/pandas/pull/18925?src=pr&el=tree)

```diff
@@            Coverage Diff             @@
##           master   #18925      +/-   ##
==========================================
- Coverage   91.59%   91.57%   -0.03%     
==========================================
  Files         150      150              
  Lines       48959    48959              
==========================================
- Hits        44843    44833      -10     
- Misses       4116     4126      +10
```

| Flag | Coverage Δ | |
|---|---|---|
| #multiple | `89.93% <ø> (-0.03%)` | :arrow_down: |
| #single | `41.13% <ø> (ø)` | :arrow_up: |

| [Impacted Files](https://codecov.io/gh/pandas-dev/pandas/pull/18925?src=pr&el=tree) | Coverage Δ | |
|---|---|---|
| [pandas/plotting/\_converter.py](https://codecov.io/gh/pandas-dev/pandas/pull/18925/diff?src=pr&el=tree#diff-cGFuZGFzL3Bsb3R0aW5nL19jb252ZXJ0ZXIucHk=) | `65.22% <0%> (-1.74%)` | :arrow_down: |
| [pandas/util/testing.py](https://codecov.io/gh/pandas-dev/pandas/pull/18925/diff?src=pr&el=tree#diff-cGFuZGFzL3V0aWwvdGVzdGluZy5weQ==) | `84.9% <0%> (+0.21%)` | :arrow_up: |

------

[Continue to review full report at Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18925?src=pr&el=continue).
> **Legend** - [Click here to learn more](https://docs.codecov.io/docs/codecov-delta)
> `Δ = absolute <relative> (impact)`, `ø = not affected`, `? = missing data`
> Powered by [Codecov](https://codecov.io/gh/pandas-dev/pandas/pull/18925?src=pr&el=footer). Last update [cdebcf3...31417d0](https://codecov.io/gh/pandas-dev/pandas/pull/18925?src=pr&el=lastupdated). Read the [comment docs](https://docs.codecov.io/docs/pull-request-comments).

@jorisvandenbossche: comments addressed.  PTAL.
thanks!