Commit Graph

68 Commits

Author SHA1 Message Date
Stefan Holderbach
e211b7ba53
Bump version to 0.97.2 (#13666) 2024-08-22 11:36:32 +02:00
Devyn Cairns
60769ac1ba
Bump version to 0.97.1 (#13659)
# Description

Bump version to `0.97.1`, which will be the actual next major release.
(`0.97.0` had a bug.)
2024-08-20 20:21:12 -07:00
Jack Wright
d667b3c0bc
bumped version number to 0.97 (#13655) 2024-08-20 16:28:19 -07:00
Jack Wright
803bc9c63f
Incrementing the eager dataframe cache value before returning it (#13624)
# Description

Fixes issue [12828](https://github.com/nushell/nushell/issues/12828).

When attempting a `polars collect` on an eager dataframe, we return
dataframe as is. However, before this fix I failed to increment the
internal cache reference count. This caused the value to be dropped from
the internal cache when the references were decremented again.

This fix adds a call to cache.get to increment the value before
returning.
2024-08-14 15:38:46 -05:00
dependabot[bot]
e841fce0f9
Bump indexmap from 2.3.0 to 2.4.0 (#13617)
Bumps [indexmap](https://github.com/indexmap-rs/indexmap) from 2.3.0 to
2.4.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/indexmap-rs/indexmap/blob/master/RELEASES.md">indexmap's
changelog</a>.</em></p>
<blockquote>
<h2>2.4.0</h2>
<ul>
<li>Added methods <code>IndexMap::append</code> and
<code>IndexSet::append</code>, moving all items from
one map or set into another, and leaving the original capacity for
reuse.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="b66bbfe282"><code>b66bbfe</code></a>
Merge pull request <a
href="https://redirect.github.com/indexmap-rs/indexmap/issues/337">#337</a>
from cuviper/append</li>
<li><a
href="a288bf3b3a"><code>a288bf3</code></a>
Add a README note for <code>ordermap</code></li>
<li><a
href="0b2b4b9a78"><code>0b2b4b9</code></a>
Release 2.4.0</li>
<li><a
href="8c0a1cd4be"><code>8c0a1cd</code></a>
Add <code>append</code> methods</li>
<li>See full diff in <a
href="https://github.com/indexmap-rs/indexmap/compare/2.3.0...2.4.0">compare
view</a></li>
</ul>
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2024-08-14 15:21:39 +08:00
Jack Wright
4ff33933dd
Merge polars sink and polars to-* to polars save (#13568)
# Description
This pull request merges `polars sink` and `polars to-*` into one
command `polars save`.


# User-Facing Changes
- `polars to-*` commands have all been replaced with `polars save`. When
saving a lazy frame to a type that supports a polars sink operation, a
sink operation will be performed. Sink operations are much more
performant, performing a collect while streaming to the file system.
2024-08-08 09:46:45 -07:00
Jack Wright
7d4449f021
Added polars sink command, that performs and streaming collect to t… (#13562)
# Description
This exposes the `LazyFrame::sink_*` functionality to allow a streaming
collect directly to the filesystem. This useful when working with data
that is too large to fit into memory.

# User-Facing Changes
- Introduction of the `polars sink` command
2024-08-07 10:59:49 -05:00
Jack Wright
ec3e0e593d
polars first and polars last will now handle lazy frames natively (#13555)
# Description
Prior this pull request `polars first` and `polars last` would collect a
lazy frame into an eager frame before performing operations. Now `polars
first` will to a `LazyFrame::limit` and `polars last` will perform a
`LazyFrame::tail`. This is really useful in working with very large
datasets.
2024-08-07 06:36:52 -05:00
Jack Wright
ff09c7964e
polars open will now open a lazy frame by default (#13556)
# Description
When opening a dataframe the default operation will be to create a lazy
frame if possible. This works much better with large datasets and
supports hive format.

# User-Facing Changes
- `--lazy` is nolonger a valid option. `--eager` must be used to
explicitly open an eager dataframe.
2024-08-07 06:36:08 -05:00
dependabot[bot]
edee2a3c15
Bump indexmap from 2.2.6 to 2.3.0 (#13557)
Bumps [indexmap](https://github.com/indexmap-rs/indexmap) from 2.2.6 to
2.3.0.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/indexmap-rs/indexmap/blob/master/RELEASES.md">indexmap's
changelog</a>.</em></p>
<blockquote>
<h2>2.3.0</h2>
<ul>
<li>Added trait <code>MutableEntryKey</code> for opt-in mutable access
to map entry keys.</li>
<li>Added method <code>MutableKeys::iter_mut2</code> for opt-in mutable
iteration of map
keys and values.</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="22c0b4e0f3"><code>22c0b4e</code></a>
Merge pull request <a
href="https://redirect.github.com/indexmap-rs/indexmap/issues/335">#335</a>
from epage/mut</li>
<li><a
href="39f7cc097a"><code>39f7cc0</code></a>
Release 2.3.0</li>
<li><a
href="6049d518a0"><code>6049d51</code></a>
feat(map): Add MutableKeys::iter_mut2</li>
<li><a
href="65c3c46e37"><code>65c3c46</code></a>
feat(map): Add MutableEntryKey</li>
<li><a
href="7f7d39f734"><code>7f7d39f</code></a>
Merge pull request <a
href="https://redirect.github.com/indexmap-rs/indexmap/issues/332">#332</a>
from waywardmonkeys/missing-indentation-in-doc-comment</li>
<li><a
href="8222a59a85"><code>8222a59</code></a>
Fix missing indentation in doc comment.</li>
<li><a
href="1a71dde63d"><code>1a71dde</code></a>
Merge pull request <a
href="https://redirect.github.com/indexmap-rs/indexmap/issues/327">#327</a>
from waywardmonkeys/dep-update-dev-dep-itertools</li>
<li><a
href="ac2a8a5a40"><code>ac2a8a5</code></a>
deps(dev): Update <code>itertools</code></li>
<li>See full diff in <a
href="https://github.com/indexmap-rs/indexmap/compare/2.2.6...2.3.0">compare
view</a></li>
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2024-08-07 09:02:56 +08:00
suimong
12f57dbc62
Add "--as-columns" flag to polars into-df (#13449)
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To facilitate column-oriented dataframe construction, this PR added a
`--as-columns` flag to `polars into-df` command so that when specified,
and when input shape is record of lists, each list will be treated as a
column rather than a cell value, i.e. `{a: [1 3], b: [2 4]} | polars
into-df --as-columns` returns the same dataframe as `[[a b];[1 2] [3 4]]
| polars into-df`


# User-Facing Changes
<!-- List of all changes that impact the user experience here. This
helps us keep track of breaking changes. -->

A new flag `--as-columns`, no change of semantics if this flag is
unspecified.

# Tests + Formatting
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---------

Co-authored-by: Ben Yang <ben@ya.ng>
2024-07-30 08:50:50 -05:00
Devyn Cairns
c31291753c
Bump version to 0.96.2 (#13485)
This should be the new development version. We most likely don't need a
0.96.2 patch release. Should be free to merge PRs after this.
2024-07-29 17:20:55 -07:00
Devyn Cairns
9f90d611e1
Bump version to 0.96.1 (#13439)
(Post-release bump.)
2024-07-25 18:28:18 +08:00
Devyn Cairns
a80dfe8e80
Bump version to 0.96.0 (#13433) 2024-07-23 16:10:35 -07:00
dependabot[bot]
63cea44130
Bump uuid from 1.9.1 to 1.10.0 (#13390)
Bumps [uuid](https://github.com/uuid-rs/uuid) from 1.9.1 to 1.10.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/uuid-rs/uuid/releases">uuid's
releases</a>.</em></p>
<blockquote>
<h2>1.10.0</h2>
<h2>Deprecations</h2>
<p>This release deprecates and renames the following functions:</p>
<ul>
<li><code>Builder::from_rfc4122_timestamp</code> -&gt;
<code>Builder::from_gregorian_timestamp</code></li>
<li><code>Builder::from_sorted_rfc4122_timestamp</code> -&gt;
<code>Builder::from_sorted_gregorian_timestamp</code></li>
<li><code>Timestamp::from_rfc4122</code> -&gt;
<code>Timestamp::from_gregorian</code></li>
<li><code>Timestamp::to_rfc4122</code> -&gt;
<code>Timestamp::to_gregorian</code></li>
</ul>
<h2>What's Changed</h2>
<ul>
<li>Use const identifier in uuid macro by <a
href="https://github.com/Vrajs16"><code>@​Vrajs16</code></a> in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/764">uuid-rs/uuid#764</a></li>
<li>Rename most methods referring to RFC4122 by <a
href="https://github.com/Mikopet"><code>@​Mikopet</code></a> / <a
href="https://github.com/KodrAus"><code>@​KodrAus</code></a> in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/765">uuid-rs/uuid#765</a></li>
<li>prepare for 1.10.0 release by <a
href="https://github.com/KodrAus"><code>@​KodrAus</code></a> in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/766">uuid-rs/uuid#766</a></li>
</ul>
<h2>New Contributors</h2>
<ul>
<li><a href="https://github.com/Vrajs16"><code>@​Vrajs16</code></a> made
their first contribution in <a
href="https://redirect.github.com/uuid-rs/uuid/pull/764">uuid-rs/uuid#764</a></li>
</ul>
<p><strong>Full Changelog</strong>: <a
href="https://github.com/uuid-rs/uuid/compare/1.9.1...1.10.0">https://github.com/uuid-rs/uuid/compare/1.9.1...1.10.0</a></p>
</blockquote>
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<details>
<summary>Commits</summary>
<ul>
<li><a
href="4b4c590ae3"><code>4b4c590</code></a>
Merge pull request <a
href="https://redirect.github.com/uuid-rs/uuid/issues/766">#766</a> from
uuid-rs/cargo/1.10.0</li>
<li><a
href="68eff32640"><code>68eff32</code></a>
Merge pull request <a
href="https://redirect.github.com/uuid-rs/uuid/issues/765">#765</a> from
uuid-rs/chore/time-fn-deprecations</li>
<li><a
href="3d5384da4b"><code>3d5384d</code></a>
update docs and deprecation messages for timestamp fns</li>
<li><a
href="de50f2091f"><code>de50f20</code></a>
renaming rfc4122 functions</li>
<li><a
href="4a8841792a"><code>4a88417</code></a>
prepare for 1.10.0 release</li>
<li><a
href="66b4fcef14"><code>66b4fce</code></a>
Merge pull request <a
href="https://redirect.github.com/uuid-rs/uuid/issues/764">#764</a> from
Vrajs16/main</li>
<li><a
href="8896e26c42"><code>8896e26</code></a>
Use expr instead of ident</li>
<li><a
href="09973d6aff"><code>09973d6</code></a>
Added changes</li>
<li><a
href="6edf3e8cd5"><code>6edf3e8</code></a>
Use const identifer in uuid macro</li>
<li>See full diff in <a
href="https://github.com/uuid-rs/uuid/compare/1.9.1...1.10.0">compare
view</a></li>
</ul>
</details>
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2024-07-17 09:46:59 +08:00
Jack Wright
b68c7cf3fa
Make polars unpivot consistent with polars pivot (#13335)
# Description
Makes `polars unpivot` use the same arguments as `polars pivot` and
makes it consistent with the polars' rust api. Additionally, support for
the polar's streaming engine has been exposed on eager dataframes.
Previously, it would only work with lazy dataframes.


# User-Facing Changes
* `polars unpivot` argument `--columns`|`-c` has been renamed to
`--index`|`-i`
* `polars unpivot` argument `--values`|`-v` has been renamed to
`--on`|`-o`
* `polars unpivot` short argument for `--streamable` is now `-t` to make
it consistent with `polars pivot`. It was made `-t` for `polars pivot`
because `-s` is short for `--short`
2024-07-10 16:36:38 -05:00
Jack Wright
ff27d6a18e
Implemented a command to expose polar's pivot functionality (#13282)
# Description
Implementing pivot support 

The example below is a port of the [python API
example](https://docs.pola.rs/api/python/stable/reference/dataframe/api/polars.DataFrame.pivot.html)

<img width="1079" alt="Screenshot 2024-07-01 at 14 29 27"
src="https://github.com/nushell/nushell/assets/56345/277eb7a2-233b-4070-9d24-c2183805c1b8">

# User-Facing Changes
* Introduction of the `polars pivot` command
2024-07-09 10:17:20 -07:00
Jack Wright
8316a1597e
Polars: Check to see if the cache is empty before enabling GC. More logging (#13286)
There was a bug where anytime the plugin cache remove was called, the
plugin gc was turned back on. This probably happened when I added the
reference counter logic.
2024-07-03 06:44:26 -05:00
Jack Wright
720b4cbd01
Polars 0.41 Upgrade (#13238)
# Description
Upgrading to Polars 0.41

# User-Facing Changes
* `polars melt` has been renamed to `polars unpivot` to match the change
in the polars API. Additionally, it now supports lazy dataframes.
Introduced a `--streamable` option to use the polars streaming engine
for lazy frames.
* The parameter `outer` has been replaced with `full` in `polars join`
to match polars change.
* `polars value-count` now supports the column (rename count column),
parallelize (multithread), sort, and normalize options.

The list of polars changes can be found
[here](https://github.com/pola-rs/polars/releases/tag/rs-0.41.2)
2024-06-28 06:37:45 -05:00
Jack Wright
1f1f581357
Converted perf function to be a macro. Utilized the perf macro within the polars plugin. (#13224)
In this pull request, I converted the `perf` function within `nu_utils`
to a macro. This change facilitates easier usage within plugins by
allowing the use of `env_logger` and setting `RUST_LOG=nu_plugin_polars`
(or another plugin). Without this conversion, the `RUST_LOG` variable
would need to be set to `RUST_LOG=nu_utils::utils`, which is less
intuitive and impossible to narrow the perf results to one plugin.
2024-06-27 18:56:56 -05:00
dependabot[bot]
38ecb6d380
Bump uuid from 1.8.0 to 1.9.1 (#13227) 2024-06-26 06:43:46 +00:00
Jack Wright
0dd35cddcd
Bumping version to 0.95.1 (#13231)
Marks development for hotfix
2024-06-25 18:26:07 -07:00
Jakub Žádník
f93c6680bd
Bump to 0.95.0 (#13221)
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- `cargo run -- -c "use toolkit.nu; toolkit test stdlib"` to run the
tests for the standard library

> **Note**
> from `nushell` you can also use the `toolkit` as follows
> ```bash
> use toolkit.nu # or use an `env_change` hook to activate it
automatically
> toolkit check pr
> ```
-->

# After Submitting
<!-- If your PR had any user-facing changes, update [the
documentation](https://github.com/nushell/nushell.github.io) after the
PR is merged, if necessary. This will help us keep the docs up to date.
-->
2024-06-25 21:29:47 +03:00
Jack Wright
db86dd9f26
Polars default infer (#13193)
Addresses performance issues that @maxim-uvarov found with CSV and JSON
lines.

This ensures that the schema inference follows the polars defaults of
100 lines. Recent changes caused the default values to be override and
caused the entire file to be scanned when inferring the schema.
2024-06-22 07:23:42 -05:00
Devyn Cairns
91d44f15c1
Allow plugins to report their own version and store it in the registry (#12883)
# Description

This allows plugins to report their version (and potentially other
metadata in the future). The version is shown in `plugin list` and in
`version`.

The metadata is stored in the registry file, and reflects whatever was
retrieved on `plugin add`, not necessarily the running binary. This can
help you to diagnose if there's some kind of mismatch with what you
expect. We could potentially use this functionality to show a warning or
error if a plugin being run does not have the same version as what was
in the cache file, suggesting `plugin add` be run again, but I haven't
done that at this point.

It is optional, and it requires the plugin author to make some code
changes if they want to provide it, since I can't automatically
determine the version of the calling crate or anything tricky like that
to do it.

Example:

```
> plugin list | select name version is_running pid
╭───┬────────────────┬─────────┬────────────┬─────╮
│ # │      name      │ version │ is_running │ pid │
├───┼────────────────┼─────────┼────────────┼─────┤
│ 0 │ example        │ 0.93.1  │ false      │     │
│ 1 │ gstat          │ 0.93.1  │ false      │     │
│ 2 │ inc            │ 0.93.1  │ false      │     │
│ 3 │ python_example │ 0.1.0   │ false      │     │
╰───┴────────────────┴─────────┴────────────┴─────╯
```

cc @maxim-uvarov (he asked for it)

# User-Facing Changes

- `plugin list` gets a `version` column
- `version` shows plugin versions when available
- plugin authors *should* add `fn metadata()` to their `impl Plugin`,
but don't have to

# Tests + Formatting

Tested the low level stuff and also the `plugin list` column.

# After Submitting
- [ ] update plugin guide docs
- [ ] update plugin protocol docs (`Metadata` call & response)
- [ ] update plugin template (`fn metadata()` should be easy)
- [ ] release notes
2024-06-21 06:27:09 -05:00
Jack Wright
20834c9d47
Added the ability to turn on performance debugging through and env var for the polars plugin (#13191)
This allows performance debugging to be turned on by setting:

```nushell
$env.POLARS_PLUGIN_PERF = "true"
```

Furthermore, this improves the other plugin debugging by allowing the
env variable for debugging to be set at any time versus having to be
available when nushell is launched:

```nushell
$env.POLARS_PLUGIN_DEBUG = "true"
```

This plugin introduces a `perf` function that will output timing
results. This works very similar to the perf function available in
nu_utils::utils::perf. This version prints everything to std error to
not break the plugin stream and uses the engine interface to see if the
env variable is configured.

This pull requests uses this `perf` function when:
* opening csv files as dataframes
* opening json lines files as dataframes

This will hopefully help provide some more fine grained information on
how long it takes polars to open different dataframes. The `perf` can
also be utilized later for other dataframes use cases.
2024-06-20 16:37:38 -07:00
Jack Wright
7d2d573eb8
Added the ability to open json lines dataframes with polars lazy json lines reader. (#13167)
The `--lazy` flag will now use the polars' LazyJsonLinesReader when
opening a json lines file with `polars open`
2024-06-20 10:55:49 -07:00
Jack Wright
021b8633cb
Allow the addition of an index column to be optional (#13097)
Per discussion on discord dataframes channel with @maxim-uvarov and pyz.

When converting a dataframe to an nushell value via `polars into-nu`,
the index column should not be added by default and should only be added
when specifying `--index`
2024-06-10 10:45:25 +08:00
Jack Wright
650ae537c3
Fix the use of right hand expressions in operations (#13096)
As reported by @maxim-uvarov and pyz in the dataframes discord channel:

```nushell
[[a b]; [1 1] [1 2] [2 1] [2 2] [3 1] [3 2]] | polars into-df | polars with-column ((polars col a) / (polars col b)) --name c


  × Type mismatch.
   ╭─[entry #45:1:102]
 1 │ [[a b]; [1 1] [1 2] [2 1] [2 2] [3 1] [3 2]] | polars into-df | polars with-column ((polars col a) / (polars col b)) --name c
   ·                                                                                                      ───────┬──────
   ·                                                                                                             ╰── Right hand side not a dataframe expression
   ╰────
```

This pull request corrects the type casting on the right hand side and
allows more than just polars literal expressions.
2024-06-10 10:44:04 +08:00
Jack Wright
a6b1d1f6d9
Upgrade to polars 0.40 (#13069)
Upgrading to polars 0.40
2024-06-06 07:26:47 +08:00
Jack Wright
b10325dff1
Allow int values to be converted into floats. (#13025)
Addresses the bug found by @maxim-uvarov when trying to coerce an int
Value to a polars float:

<img width="863" alt="image"
src="https://github.com/nushell/nushell/assets/56345/4d858812-a7b3-4296-98f4-dce0c544b4c6">

Conversion now works correctly:

<img width="891" alt="Screenshot 2024-05-31 at 14 28 51"
src="https://github.com/nushell/nushell/assets/56345/78d9f711-7ad5-4503-abc6-7aba64a2e675">
2024-06-04 18:51:11 -07:00
Jack Wright
a84fdb1d37
Fixed a couple of incorrect errors messages (#13043)
Fixed a couple of error message that incorrectly reported as parquet
errors instead of CSV errors.
2024-06-05 07:40:02 +08:00
Wind
ad5a6cdc00
bump version to 0.94.3 (#13055) 2024-06-05 06:52:40 +08:00
Devyn Cairns
6635b74d9d
Bump version to 0.94.2 (#13014)
Version bump after 0.94.1 patch release.
2024-06-03 10:28:35 +03:00
Devyn Cairns
f3991f2080
Bump version to 0.94.1 (#12988)
Merge this PR before merging any other PRs.
2024-05-28 22:41:23 +00:00
Jakub Žádník
61182deb96
Bump version to 0.94.0 (#12987) 2024-05-28 12:04:09 -07:00
Darren Schroeder
0c5a67f4e5
make polars plugin use mimalloc (#12967)
# Description
@maxim-uvarov did a ton of research and work with the dply-rs author and
ritchie from polars and found out that the allocator matters on macos
and it seems to be what was messing up the performance of polars plugin.
ritchie suggested to use jemalloc but i switched it to mimalloc to match
nushell and it seems to run better.

## Before (default allocator)
note - using 1..10 vs 1..100 since it takes so long. also notice how
high the `max` timings are compared to mimalloc below.
```nushell
❯ 1..10 | each {timeit {polars open Data7602DescendingYearOrder.csv | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null}} |   | {mean: ($in | math avg), min: ($in | math min), max: ($in | math max), stddev: ($in | into int | into float | math stddev | into int | $'($in)ns' | into duration)}
╭────────┬─────────────────────────╮
│ mean   │ 4sec 999ms 605µs 995ns  │
│ min    │ 983ms 627µs 42ns        │
│ max    │ 13sec 398ms 135µs 791ns │
│ stddev │ 3sec 476ms 479µs 939ns  │
╰────────┴─────────────────────────╯
❯ use std bench
❯ bench { polars open Data7602DescendingYearOrder.csv | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null } -n 10
╭───────┬────────────────────────╮
│ mean  │ 6sec 220ms 783µs 983ns │
│ min   │ 1sec 184ms 997µs 708ns │
│ max   │ 18sec 882ms 81µs 708ns │
│ std   │ 5sec 350ms 375µs 697ns │
│ times │ [list 10 items]        │
╰───────┴────────────────────────╯
```

## After (using mimalloc)
```nushell
❯ 1..100 | each {timeit {polars open Data7602DescendingYearOrder.csv | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null}} |   | {mean: ($in | math avg), min: ($in | math min), max: ($in | math max), stddev: ($in | into int | into float | math stddev | into int | $'($in)ns' | into duration)}
╭────────┬───────────────────╮
│ mean   │ 103ms 728µs 902ns │
│ min    │ 97ms 107µs 42ns   │
│ max    │ 149ms 430µs 84ns  │
│ stddev │ 5ms 690µs 664ns   │
╰────────┴───────────────────╯
❯ use std bench
❯ bench { polars open Data7602DescendingYearOrder.csv | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null } -n 100
╭───────┬───────────────────╮
│ mean  │ 103ms 620µs 195ns │
│ min   │ 97ms 541µs 166ns  │
│ max   │ 130ms 262µs 166ns │
│ std   │ 4ms 948µs 654ns   │
│ times │ [list 100 items]  │
╰───────┴───────────────────╯
```

## After (using jemalloc - just for comparison)
```nushell
❯ 1..100 | each {timeit {polars open Data7602DescendingYearOrder.csv | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null}} |   | {mean: ($in | math avg), min: ($in | math min), max: ($in | math max), stddev: ($in | into int | into float | math stddev | into int | $'($in)ns' | into duration)}

╭────────┬───────────────────╮
│ mean   │ 113ms 939µs 777ns │
│ min    │ 108ms 337µs 333ns │
│ max    │ 166ms 467µs 458ns │
│ stddev │ 6ms 175µs 618ns   │
╰────────┴───────────────────╯
❯ use std bench
❯ bench { polars open Data7602DescendingYearOrder.csv | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null } -n 100
╭───────┬───────────────────╮
│ mean  │ 114ms 363µs 530ns │
│ min   │ 108ms 804µs 833ns │
│ max   │ 143ms 521µs 459ns │
│ std   │ 5ms 88µs 56ns     │
│ times │ [list 100 items]  │
╰───────┴───────────────────╯
```

## After (using parquet + mimalloc)
```nushell
❯ 1..100 | each {timeit {polars open data.parquet | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null}} |   | {mean: ($in | math avg), min: ($in | math min), max: ($in | math max), stddev: ($in | into int | into float | math stddev | into int | $'($in)ns' | into duration)}
╭────────┬──────────────────╮
│ mean   │ 34ms 255µs 492ns │
│ min    │ 31ms 787µs 250ns │
│ max    │ 76ms 408µs 416ns │
│ stddev │ 4ms 472µs 916ns  │
╰────────┴──────────────────╯
❯ use std bench
❯ bench { polars open data.parquet | polars group-by year | polars agg (polars col geo_count | polars sum) | polars collect | null } -n 100
╭───────┬──────────────────╮
│ mean  │ 34ms 897µs 562ns │
│ min   │ 31ms 518µs 542ns │
│ max   │ 65ms 943µs 625ns │
│ std   │ 3ms 450µs 741ns  │
│ times │ [list 100 items] │
╰───────┴──────────────────╯
```

# User-Facing Changes
<!-- List of all changes that impact the user experience here. This
helps us keep track of breaking changes. -->

# Tests + Formatting
<!--
Don't forget to add tests that cover your changes.

Make sure you've run and fixed any issues with these commands:

- `cargo fmt --all -- --check` to check standard code formatting (`cargo
fmt --all` applies these changes)
- `cargo clippy --workspace -- -D warnings -D clippy::unwrap_used` to
check that you're using the standard code style
- `cargo test --workspace` to check that all tests pass (on Windows make
sure to [enable developer
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> **Note**
> from `nushell` you can also use the `toolkit` as follows
> ```bash
> use toolkit.nu # or use an `env_change` hook to activate it
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> toolkit check pr
> ```
-->

# After Submitting
<!-- If your PR had any user-facing changes, update [the
documentation](https://github.com/nushell/nushell.github.io) after the
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2024-05-25 09:10:01 -05:00
Ian Manske
84b7a99adf
Revert "Polars lazy refactor (#12669)" (#12962)
This reverts commit 68adc4657f.

# Description

Reverts the lazyframe refactor (#12669) for the next release, since
there are still a few lingering issues. This temporarily solves #12863
and #12828. After the release, the lazyframes can be added back and
cleaned up.
2024-05-24 18:09:26 -05:00
Ian Manske
905e3d0715
Remove dataframes crate and feature (#12889)
# Description
Removes the old `nu-cmd-dataframe` crate in favor of the polars plugin.
As such, this PR also removes the `dataframe` feature, related CI, and
full releases of nushell.
2024-05-20 17:22:08 +00:00
Ian Manske
aec41f3df0
Add Span merging functions (#12511)
# Description
This PR adds a few functions to `Span` for merging spans together:
- `Span::append`: merges two spans that are known to be in order.
- `Span::concat`: returns a span that encompasses all the spans in a
slice. The spans must be in order.
- `Span::merge`: merges two spans (no order necessary).
- `Span::merge_many`: merges an iterator of spans into a single span (no
order necessary).

These are meant to replace the free-standing `nu_protocol::span`
function.

The spans in a `LiteCommand` (the `parts`) should always be in order
based on the lite parser and lexer. So, the parser code sees the most
usage of `Span::append` and `Span::concat` where the order is known. In
other code areas, `Span::merge` and `Span::merge_many` are used since
the order between spans is often not known.
2024-05-16 22:34:49 +00:00
Ian Manske
6fd854ed9f
Replace ExternalStream with new ByteStream type (#12774)
# Description
This PR introduces a `ByteStream` type which is a `Read`-able stream of
bytes. Internally, it has an enum over three different byte stream
sources:
```rust
pub enum ByteStreamSource {
    Read(Box<dyn Read + Send + 'static>),
    File(File),
    Child(ChildProcess),
}
```

This is in comparison to the current `RawStream` type, which is an
`Iterator<Item = Vec<u8>>` and has to allocate for each read chunk.

Currently, `PipelineData::ExternalStream` serves a weird dual role where
it is either external command output or a wrapper around `RawStream`.
`ByteStream` makes this distinction more clear (via `ByteStreamSource`)
and replaces `PipelineData::ExternalStream` in this PR:
```rust
pub enum PipelineData {
    Empty,
    Value(Value, Option<PipelineMetadata>),
    ListStream(ListStream, Option<PipelineMetadata>),
    ByteStream(ByteStream, Option<PipelineMetadata>),
}
```

The PR is relatively large, but a decent amount of it is just repetitive
changes.

This PR fixes #7017, fixes #10763, and fixes #12369.

This PR also improves performance when piping external commands. Nushell
should, in most cases, have competitive pipeline throughput compared to,
e.g., bash.
| Command | Before (MB/s) | After (MB/s) | Bash (MB/s) |
| -------------------------------------------------- | -------------:|
------------:| -----------:|
| `throughput \| rg 'x'` | 3059 | 3744 | 3739 |
| `throughput \| nu --testbin relay o> /dev/null` | 3508 | 8087 | 8136 |

# User-Facing Changes
- This is a breaking change for the plugin communication protocol,
because the `ExternalStreamInfo` was replaced with `ByteStreamInfo`.
Plugins now only have to deal with a single input stream, as opposed to
the previous three streams: stdout, stderr, and exit code.
- The output of `describe` has been changed for external/byte streams.
- Temporary breaking change: `bytes starts-with` no longer works with
byte streams. This is to keep the PR smaller, and `bytes ends-with`
already does not work on byte streams.
- If a process core dumped, then instead of having a `Value::Error` in
the `exit_code` column of the output returned from `complete`, it now is
a `Value::Int` with the negation of the signal number.

# After Submitting
- Update docs and book as necessary
- Release notes (e.g., plugin protocol changes)
- Adapt/convert commands to work with byte streams (high priority is
`str length`, `bytes starts-with`, and maybe `bytes ends-with`).
- Refactor the `tee` code, Devyn has already done some work on this.

---------

Co-authored-by: Devyn Cairns <devyn.cairns@gmail.com>
2024-05-16 07:11:18 -07:00
Jack Wright
6f3dbc97bb
fixed syntax shape requirements for --quantiles option for polars summary (#12878)
Fix for #12730

All of the code expected a list of floats, but the syntax shape expected
a table. Resolved by changing the syntax shape to list of floats.

cc: @maxim-uvarov
2024-05-15 16:55:07 -05:00
Jack Wright
98369985b1
Allow custom value operations to work on eager and lazy dataframes interchangeably. (#12819)
Fixes Bug #12809 

The example that @maxim-uvarov posted now works as expected:

<img width="1223" alt="Screenshot 2024-05-09 at 16 21 01"
src="https://github.com/nushell/nushell/assets/56345/a4df62e3-e432-4c09-8e25-9a6c198741a3">
2024-05-13 18:17:31 -05:00
Jack Wright
68adc4657f
Polars lazy refactor (#12669)
This moves to predominantly supporting only lazy dataframes for most
operations. It removes a lot of the type conversion between lazy and
eager dataframes based on what was inputted into the command.

For the most part the changes will mean:
* You will need to run `polars collect` after performing operations
* The into-lazy command has been removed as it is redundant.
* When opening files a lazy frame will be outputted by default if the
reader supports lazy frames

A list of individual command changes can be found
[here](https://hackmd.io/@nucore/Bk-3V-hW0)

---------

Co-authored-by: Ian Manske <ian.manske@pm.me>
2024-05-06 23:19:11 +00:00
Maxim Uvarov
a1287f7b3f
add more tests to the polars plugin (#12719)
# Description

I added some more tests to our mighty `polars` ~~, yet I don't know how
to add expected results in some of them. I would like to ask for help.~~

~~My experiments are in the last commit: [polars:
experiments](f7e5e72019).
Without those experiments `cargo test` goes well.~~
 
UPD. I moved out my unsuccessful test experiments into a separate
[branch](https://github.com/maxim-uvarov/nushell/blob/polars-tests-broken2/).
So, this branch seems ready for a merge.

@ayax79, maybe you'll find time for me please? It's not urgent for sure.

P.S. I'm very new to git. Please feel free to give me any suggestions on
how I should use it better
2024-05-03 20:14:55 -05:00
Stefan Holderbach
be6137d136
Fix clippy::wrong_self_convention in polars plugin (#12737)
Expected `into_` for `fn(self) -> T`
2024-05-02 19:31:51 +02:00
Devyn Cairns
21ebdfe8d7
Bump version to 0.93.1 (#12710)
# Description

Next patch/dev release, `0.93.1`
2024-05-01 17:19:20 -05:00
Devyn Cairns
3b220e07e3
Bump version to 0.93.0 (#12709)
# Description

Bump version to `0.93.0`
2024-04-30 15:51:13 -07:00
Maxim Uvarov
884d5312bb
add tests to polars unique (#12683)
# Description

I would like to help with `polars` plugin development and add tests to
all the `polars` command's existing params.

Since I have never written any lines of Rust, even though the task of
creating tests is relatively simple, I would like to ask for feedback to
ensure I did everything correctly here.
2024-04-27 12:04:54 -05:00
Ian Manske
9996e4a1f8
Shrink the size of Expr (#12610)
# Description
Continuing from #12568, this PR further reduces the size of `Expr` from
64 to 40 bytes. It also reduces `Expression` from 128 to 96 bytes and
`Type` from 32 to 24 bytes.

This was accomplished by:
- for `Expr` with multiple fields (e.g., `Expr::Thing(A, B, C)`),
merging the fields into new AST struct types and then boxing this struct
(e.g. `Expr::Thing(Box<ABC>)`).
- replacing `Vec<T>` with `Box<[T]>` in multiple places. `Expr`s and
`Expression`s should rarely be mutated, if at all, so this optimization
makes sense.

By reducing the size of these types, I didn't notice a large performance
improvement (at least compared to #12568). But this PR does reduce the
memory usage of nushell. My config is somewhat light so I only noticed a
difference of 1.4MiB (38.9MiB vs 37.5MiB).

---------

Co-authored-by: Stefan Holderbach <sholderbach@users.noreply.github.com>
2024-04-24 15:46:35 +00:00