use crate::{
PolarsPlugin,
values::{
Column, CustomValueSupport, NuDataFrame, NuDataType, NuExpression, PolarsPluginObject,
PolarsPluginType, cant_convert_err,
},
};
use nu_plugin::{EngineInterface, EvaluatedCall, PluginCommand};
use nu_protocol::{
Category, Example, LabeledError, PipelineData, ShellError, Signature, Span, SyntaxShape, Value,
};
use polars::prelude::{DataType, Expr, lit};
#[derive(Clone)]
pub struct ToInteger;
impl PluginCommand for ToInteger {
type Plugin = PolarsPlugin;
fn name(&self) -> &str {
"polars integer"
}
fn description(&self) -> &str {
"Converts a string column into a integer column"
}
fn search_terms(&self) -> Vec<&str> {
vec!["expression", "integer", "float"]
}
fn signature(&self) -> Signature {
Signature::build(self.name())
.switch("strict", "Raises an error as opposed to converting to null.", Some('s'))
.optional(
"base",
SyntaxShape::Any,
"An integer or expression representing the base (radix) of the number system (default is 10).",
)
.optional(
"dtype",
SyntaxShape::Any,
"Data type to cast to (defaults is i64).",
)
.input_output_type(
PolarsPluginType::NuExpression.into(),
PolarsPluginType::NuExpression.into(),
)
.category(Category::Custom("dataframe".into()))
}
fn examples(&self) -> Vec<Example<'_>> {
vec![Example {
description: "Modifies strings to integer",
example: "[[a b]; [1, '2']] | polars into-df | polars select (polars col b | polars integer) | polars collect",
result: Some(
NuDataFrame::try_from_columns(
vec![Column::new("b".to_string(), vec![Value::test_int(2)])],
None,
Span::test_data(),
)
.expect("simple df for test should not fail")
.into_value(Span::test_data()),
),
}]
}
fn run(
&self,
plugin: &Self::Plugin,
engine: &EngineInterface,
call: &EvaluatedCall,
mut input: PipelineData,
) -> Result<PipelineData, LabeledError> {
let metadata = input.take_metadata();
let value = input.into_value(call.head)?;
match PolarsPluginObject::try_from_value(plugin, &value)? {
PolarsPluginObject::NuExpression(expr) => command(plugin, engine, call, expr),
_ => Err(cant_convert_err(&value, &[PolarsPluginType::NuExpression])),
}
.map_err(LabeledError::from)
.map(|pd| pd.set_metadata(metadata))
}
}
fn command(
plugin: &PolarsPlugin,
engine: &EngineInterface,
call: &EvaluatedCall,
expr: NuExpression,
) -> Result<PipelineData, ShellError> {
let strict: bool = call.has_flag("strict")?;
let base: Expr = call
.opt(0)?
.map(|ref v| NuExpression::try_from_value(plugin, v))
.transpose()?
.map(|e| e.into_polars())
.unwrap_or(lit(10));
let dtype: Option<DataType> = call
.opt(1)?
.map(|ref v| NuDataType::try_from_value(plugin, v))
.transpose()?
.map(|dt| dt.to_polars());
let res: NuExpression = expr
.into_polars()
.str()
.to_integer(base, dtype, strict)
.into();
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(&ToInteger)
}
}