use crate::dataframe::values::{Column, NuDataFrame, NuExpression, NuLazyFrame}; use nu_engine::CallExt; use nu_protocol::{ ast::Call, engine::{Command, EngineState, Stack}, Category, Example, PipelineData, ShellError, Signature, Span, SyntaxShape, Type, Value, }; use polars::prelude::Expr; #[derive(Clone)] pub struct LazySelect; impl Command for LazySelect { fn name(&self) -> &str { "select" } fn usage(&self) -> &str { "Selects columns from lazyframe" } fn signature(&self) -> Signature { Signature::build(self.name()) .rest( "select expressions", SyntaxShape::Any, "Expression(s) that define the column selection", ) .input_type(Type::Custom("dataframe".into())) .output_type(Type::Custom("dataframe".into())) .category(Category::Custom("lazyframe".into())) } fn examples(&self) -> Vec { vec![Example { description: "Select a column from the dataframe", example: "[[a b]; [6 2] [4 2] [2 2]] | into df | select a", result: Some( NuDataFrame::try_from_columns(vec![Column::new( "a".to_string(), vec![Value::test_int(6), Value::test_int(4), Value::test_int(2)], )]) .expect("simple df for test should not fail") .into_value(Span::test_data()), ), }] } fn run( &self, engine_state: &EngineState, stack: &mut Stack, call: &Call, input: PipelineData, ) -> Result { let vals: Vec = call.rest(engine_state, stack, 0)?; let value = Value::List { vals, span: call.head, }; let expressions = NuExpression::extract_exprs(value)?; if expressions .iter() .any(|expr| !matches!(expr, Expr::Column(..))) { let value: Value = call.req(engine_state, stack, 0)?; return Err(ShellError::IncompatibleParametersSingle( "Expected only Col expressions".into(), value.span()?, )); } let lazy = NuLazyFrame::try_from_pipeline(input, call.head)?; let lazy = NuLazyFrame::new(lazy.from_eager, lazy.into_polars().select(&expressions)); Ok(PipelineData::Value(lazy.into_value(call.head)?, None)) } } #[cfg(test)] mod test { use super::super::super::test_dataframe::test_dataframe; use super::*; #[test] fn test_examples() { test_dataframe(vec![Box::new(LazySelect {})]) } }