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Added command polars len
for performing count(*) like operations. (#13941)
# Description This request exposes the prelude::polars::len expression. It is ended for doing fast select count(*) like operations: <img width="626" alt="Screenshot 2024-09-26 at 18 14 45" src="https://github.com/user-attachments/assets/74285fc6-f99c-46e0-9226-9a7d41738d78"> # User-Facing Changes - Introduction of the `polars len` command
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2 changed files with 78 additions and 0 deletions
76
crates/nu_plugin_polars/src/dataframe/command/data/len.rs
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76
crates/nu_plugin_polars/src/dataframe/command/data/len.rs
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@ -0,0 +1,76 @@
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use crate::{
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values::{Column, CustomValueSupport, NuDataFrame, NuExpression},
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PolarsPlugin,
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};
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use nu_plugin::{EngineInterface, EvaluatedCall, PluginCommand};
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use nu_protocol::{Category, Example, LabeledError, PipelineData, Signature, Span, Type, Value};
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#[derive(Clone)]
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pub struct ExprLen;
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impl PluginCommand for ExprLen {
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type Plugin = PolarsPlugin;
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fn name(&self) -> &str {
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"polars len"
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}
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fn description(&self) -> &str {
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"Return the number of rows in the context. This is similar to COUNT(*) in SQL."
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}
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fn signature(&self) -> Signature {
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Signature::build(self.name())
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.input_output_type(Type::Any, Type::Custom("expression".into()))
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.category(Category::Custom("dataframe".into()))
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}
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fn examples(&self) -> Vec<Example> {
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vec![
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Example {
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description: "Count the number of rows in the the dataframe.",
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example: "[[a b]; [1 2] [3 4]] | polars into-df | polars select (polars len) | polars collect",
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result: Some(
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NuDataFrame::try_from_columns(
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vec![
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Column::new("len".to_string(), vec![Value::test_int(2)]),
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],
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None,
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)
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.expect("simple df for test should not fail")
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.into_value(Span::test_data()),
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),
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},
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Example {
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description: "Creates a last expression from a column",
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example: "polars col a | polars last",
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result: None,
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},
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]
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}
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fn run(
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&self,
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plugin: &Self::Plugin,
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engine: &EngineInterface,
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call: &EvaluatedCall,
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_input: PipelineData,
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) -> Result<PipelineData, LabeledError> {
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let res: NuExpression = polars::prelude::len().into();
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res.to_pipeline_data(plugin, engine, call.head)
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.map_err(LabeledError::from)
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}
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}
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#[cfg(test)]
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mod test {
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use super::*;
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use crate::test::test_polars_plugin_command;
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use nu_protocol::ShellError;
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#[test]
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fn test_examples() -> Result<(), ShellError> {
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test_polars_plugin_command(&ExprLen)
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}
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}
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@ -19,6 +19,7 @@ mod flatten;
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mod get;
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mod join;
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mod last;
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mod len;
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mod lit;
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mod pivot;
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mod query_df;
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@ -85,6 +86,7 @@ pub(crate) fn data_commands() -> Vec<Box<dyn PluginCommand<Plugin = PolarsPlugin
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Box::new(UnpivotDF),
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Box::new(FirstDF),
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Box::new(LastDF),
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Box::new(len::ExprLen),
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Box::new(RenameDF),
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Box::new(SampleDF),
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Box::new(SliceDF),
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