use super::super::super::values::{Column, NuDataFrame}; 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::{ChunkSet, DataType, IntoSeries}; #[derive(Clone)] pub struct SetSeries; impl Command for SetSeries { fn name(&self) -> &str { "dfr set" } fn usage(&self) -> &str { "Sets value where given mask is true." } fn signature(&self) -> Signature { Signature::build(self.name()) .required("value", SyntaxShape::Any, "value to be inserted in series") .required_named( "mask", SyntaxShape::Any, "mask indicating insertions", Some('m'), ) .input_output_type( Type::Custom("dataframe".into()), Type::Custom("dataframe".into()), ) .category(Category::Custom("dataframe".into())) } fn examples(&self) -> Vec { vec![Example { description: "Shifts the values by a given period", example: r#"let s = ([1 2 2 3 3] | dfr into-df | dfr shift 2); let mask = ($s | dfr is-null); $s | dfr set 0 --mask $mask"#, result: Some( NuDataFrame::try_from_columns(vec![Column::new( "0".to_string(), vec![ Value::test_int(0), Value::test_int(0), Value::test_int(1), Value::test_int(2), 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 { command(engine_state, stack, call, input) } } fn command( engine_state: &EngineState, stack: &mut Stack, call: &Call, input: PipelineData, ) -> Result { let value: Value = call.req(engine_state, stack, 0)?; let mask_value: Value = call .get_flag(engine_state, stack, "mask")? .expect("required named value"); let mask_span = mask_value.span(); let mask = NuDataFrame::try_from_value(mask_value)?.as_series(mask_span)?; let bool_mask = match mask.dtype() { DataType::Boolean => mask.bool().map_err(|e| { ShellError::GenericError( "Error casting to bool".into(), e.to_string(), Some(mask_span), None, Vec::new(), ) }), _ => Err(ShellError::GenericError( "Incorrect type".into(), "can only use bool series as mask".into(), Some(mask_span), None, Vec::new(), )), }?; let df = NuDataFrame::try_from_pipeline(input, call.head)?; let series = df.as_series(call.head)?; let res = match value { Value::Int { val, span } => { let chunked = series.i64().map_err(|e| { ShellError::GenericError( "Error casting to i64".into(), e.to_string(), Some(span), None, Vec::new(), ) })?; let res = chunked.set(bool_mask, Some(val)).map_err(|e| { ShellError::GenericError( "Error setting value".into(), e.to_string(), Some(span), None, Vec::new(), ) })?; NuDataFrame::try_from_series(vec![res.into_series()], call.head) } Value::Float { val, span } => { let chunked = series.f64().map_err(|e| { ShellError::GenericError( "Error casting to f64".into(), e.to_string(), Some(span), None, Vec::new(), ) })?; let res = chunked.set(bool_mask, Some(val)).map_err(|e| { ShellError::GenericError( "Error setting value".into(), e.to_string(), Some(span), None, Vec::new(), ) })?; NuDataFrame::try_from_series(vec![res.into_series()], call.head) } Value::String { val, span } => { let chunked = series.utf8().map_err(|e| { ShellError::GenericError( "Error casting to string".into(), e.to_string(), Some(span), None, Vec::new(), ) })?; let res = chunked.set(bool_mask, Some(val.as_ref())).map_err(|e| { ShellError::GenericError( "Error setting value".into(), e.to_string(), Some(span), None, Vec::new(), ) })?; let mut res = res.into_series(); res.rename("string"); NuDataFrame::try_from_series(vec![res.into_series()], call.head) } _ => Err(ShellError::GenericError( "Incorrect value type".into(), format!( "this value cannot be set in a series of type '{}'", series.dtype() ), Some(value.span()), None, Vec::new(), )), }; res.map(|df| PipelineData::Value(NuDataFrame::into_value(df, call.head), None)) } #[cfg(test)] mod test { use super::super::super::super::test_dataframe::test_dataframe; use super::super::super::{IsNull, Shift}; use super::*; #[test] fn test_examples() { test_dataframe(vec![ Box::new(SetSeries {}), Box::new(IsNull {}), Box::new(Shift {}), ]) } }