use nu_engine::CallExt; use nu_protocol::{ ast::Call, engine::{Command, EngineState, Stack}, Category, Example, PipelineData, ShellError, Signature, Span, SyntaxShape, Type, Value, }; use super::super::values::utils::convert_columns_string; use super::super::values::{Column, NuDataFrame}; #[derive(Clone)] pub struct DropNulls; impl Command for DropNulls { fn name(&self) -> &str { "dfr drop-nulls" } fn usage(&self) -> &str { "Drops null values in dataframe." } fn signature(&self) -> Signature { Signature::build(self.name()) .optional( "subset", SyntaxShape::Table(vec![]), "subset of columns to drop nulls", ) .input_output_type( Type::Custom("dataframe".into()), Type::Custom("dataframe".into()), ) .category(Category::Custom("dataframe".into())) } fn examples(&self) -> Vec { vec![ Example { description: "drop null values in dataframe", example: r#"let df = ([[a b]; [1 2] [3 0] [1 2]] | dfr into-df); let res = ($df.b / $df.b); let a = ($df | dfr with-column $res --name res); $a | dfr drop-nulls"#, result: Some( NuDataFrame::try_from_columns(vec![ Column::new( "a".to_string(), vec![Value::test_int(1), Value::test_int(1)], ), Column::new( "b".to_string(), vec![Value::test_int(2), Value::test_int(2)], ), Column::new( "res".to_string(), vec![Value::test_int(1), Value::test_int(1)], ), ]) .expect("simple df for test should not fail") .into_value(Span::test_data()), ), }, Example { description: "drop null values in dataframe", example: r#"let s = ([1 2 0 0 3 4] | dfr into-df); ($s / $s) | dfr drop-nulls"#, result: Some( NuDataFrame::try_from_columns(vec![Column::new( "div_0_0".to_string(), vec![ Value::test_int(1), Value::test_int(1), Value::test_int(1), Value::test_int(1), ], )]) .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 { command(engine_state, stack, call, input) } } fn command( engine_state: &EngineState, stack: &mut Stack, call: &Call, input: PipelineData, ) -> Result { let df = NuDataFrame::try_from_pipeline(input, call.head)?; let columns: Option> = call.opt(engine_state, stack, 0)?; let (subset, col_span) = match columns { Some(cols) => { let (agg_string, col_span) = convert_columns_string(cols, call.head)?; (Some(agg_string), col_span) } None => (None, call.head), }; let subset_slice = subset.as_ref().map(|cols| &cols[..]); df.as_ref() .drop_nulls(subset_slice) .map_err(|e| ShellError::GenericError { error: "Error dropping nulls".into(), msg: e.to_string(), span: Some(col_span), help: None, inner: vec![], }) .map(|df| PipelineData::Value(NuDataFrame::dataframe_into_value(df, call.head), None)) } #[cfg(test)] mod test { use super::super::super::test_dataframe::test_dataframe; use super::super::WithColumn; use super::*; #[test] fn test_examples() { test_dataframe(vec![Box::new(DropNulls {}), Box::new(WithColumn {})]) } }