use crate::dataframe::values::{Column, NuDataFrame}; use crate::values::{CustomValueSupport, NuLazyFrame}; use crate::PolarsPlugin; use nu_plugin::{EngineInterface, EvaluatedCall, PluginCommand}; use nu_protocol::{ Category, Example, LabeledError, PipelineData, ShellError, Signature, Span, SyntaxShape, Type, Value, }; #[derive(Clone)] pub struct LazyFetch; impl PluginCommand for LazyFetch { type Plugin = PolarsPlugin; fn name(&self) -> &str { "polars fetch" } fn usage(&self) -> &str { "Collects the lazyframe to the selected rows." } fn signature(&self) -> Signature { Signature::build(self.name()) .required( "rows", SyntaxShape::Int, "number of rows to be fetched from lazyframe", ) .input_output_type( Type::Custom("dataframe".into()), Type::Custom("dataframe".into()), ) .category(Category::Custom("lazyframe".into())) } fn examples(&self) -> Vec { vec![Example { description: "Fetch a rows from the dataframe", example: "[[a b]; [6 2] [4 2] [2 2]] | polars into-df | polars fetch 2", result: Some( NuDataFrame::try_from_columns( vec![ Column::new( "a".to_string(), vec![Value::test_int(6), Value::test_int(4)], ), Column::new( "b".to_string(), vec![Value::test_int(2), Value::test_int(2)], ), ], None, ) .expect("simple df for test should not fail") .into_value(Span::test_data()), ), }] } fn run( &self, plugin: &Self::Plugin, engine: &EngineInterface, call: &EvaluatedCall, input: PipelineData, ) -> Result { let rows: i64 = call.req(0)?; let value = input.into_value(call.head)?; let lazy = NuLazyFrame::try_from_value_coerce(plugin, &value)?; let mut eager: NuDataFrame = lazy .to_polars() .fetch(rows as usize) .map_err(|e| ShellError::GenericError { error: "Error fetching rows".into(), msg: e.to_string(), span: Some(call.head), help: None, inner: vec![], })? .into(); // mark this as not from lazy so it doesn't get converted back to a lazy frame eager.from_lazy = false; eager .to_pipeline_data(plugin, engine, call.head) .map_err(LabeledError::from) } } #[cfg(test)] mod test { use super::*; use crate::test::test_polars_plugin_command; #[test] fn test_examples() -> Result<(), ShellError> { test_polars_plugin_command(&LazyFetch) } }