use crate::{missing_flag_error, values::CustomValueSupport, PolarsPlugin}; use super::super::super::values::{Column, NuDataFrame}; use nu_plugin::{EngineInterface, EvaluatedCall, PluginCommand}; use nu_protocol::{ Category, Example, LabeledError, PipelineData, ShellError, Signature, Span, SyntaxShape, Type, Value, }; use polars::prelude::{ChunkSet, DataType, IntoSeries}; #[derive(Clone)] pub struct SetSeries; impl PluginCommand for SetSeries { type Plugin = PolarsPlugin; fn name(&self) -> &str { "polars set" } fn description(&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] | polars into-df | polars shift 2); let mask = ($s | polars is-null); $s | polars 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), ], )], 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 { command(plugin, engine, call, input).map_err(LabeledError::from) } } fn command( plugin: &PolarsPlugin, engine: &EngineInterface, call: &EvaluatedCall, input: PipelineData, ) -> Result { let value: Value = call.req(0)?; let mask_value: Value = call .get_flag("mask")? .ok_or_else(|| missing_flag_error("mask", call.head))?; let mask_span = mask_value.span(); let mask = NuDataFrame::try_from_value_coerce(plugin, &mask_value, call.head)?.as_series(mask_span)?; let bool_mask = match mask.dtype() { DataType::Boolean => mask.bool().map_err(|e| ShellError::GenericError { error: "Error casting to bool".into(), msg: e.to_string(), span: Some(mask_span), help: None, inner: vec![], }), _ => Err(ShellError::GenericError { error: "Incorrect type".into(), msg: "can only use bool series as mask".into(), span: Some(mask_span), help: None, inner: vec![], }), }?; let df = NuDataFrame::try_from_pipeline_coerce(plugin, input, call.head)?; let series = df.as_series(call.head)?; let span = value.span(); let res = match value { Value::Int { val, .. } => { let chunked = series.i64().map_err(|e| ShellError::GenericError { error: "Error casting to i64".into(), msg: e.to_string(), span: Some(span), help: None, inner: vec![], })?; let res = chunked .set(bool_mask, Some(val)) .map_err(|e| ShellError::GenericError { error: "Error setting value".into(), msg: e.to_string(), span: Some(span), help: None, inner: vec![], })?; NuDataFrame::try_from_series_vec(vec![res.into_series()], call.head) } Value::Float { val, .. } => { let chunked = series.f64().map_err(|e| ShellError::GenericError { error: "Error casting to f64".into(), msg: e.to_string(), span: Some(span), help: None, inner: vec![], })?; let res = chunked .set(bool_mask, Some(val)) .map_err(|e| ShellError::GenericError { error: "Error setting value".into(), msg: e.to_string(), span: Some(span), help: None, inner: vec![], })?; NuDataFrame::try_from_series_vec(vec![res.into_series()], call.head) } Value::String { val, .. } => { let chunked = series.str().map_err(|e| ShellError::GenericError { error: "Error casting to string".into(), msg: e.to_string(), span: Some(span), help: None, inner: vec![], })?; let res = chunked.set(bool_mask, Some(val.as_ref())).map_err(|e| { ShellError::GenericError { error: "Error setting value".into(), msg: e.to_string(), span: Some(span), help: None, inner: vec![], } })?; let mut res = res.into_series(); res.rename("string".into()); NuDataFrame::try_from_series_vec(vec![res.into_series()], call.head) } _ => Err(ShellError::GenericError { error: "Incorrect value type".into(), msg: format!( "this value cannot be set in a series of type '{}'", series.dtype() ), span: Some(span), help: None, inner: vec![], }), }?; res.to_pipeline_data(plugin, engine, call.head) } #[cfg(test)] mod test { use super::*; use crate::test::test_polars_plugin_command; #[test] fn test_examples() -> Result<(), ShellError> { test_polars_plugin_command(&SetSeries) } }