use crate::dataframe::values::{Column, NuDataFrame};
use nu_engine::command_prelude::*;
#[derive(Clone)]
pub struct DataTypes;
impl Command for DataTypes {
fn name(&self) -> &str {
"dfr dtypes"
}
fn usage(&self) -> &str {
"Show dataframe data types."
}
fn signature(&self) -> Signature {
Signature::build(self.name())
.input_output_type(
Type::Custom("dataframe".into()),
Type::Custom("dataframe".into()),
)
.category(Category::Custom("dataframe".into()))
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Dataframe dtypes",
example: "[[a b]; [1 2] [3 4]] | dfr into-df | dfr dtypes",
result: Some(
NuDataFrame::try_from_columns(
vec![
Column::new(
"column".to_string(),
vec![Value::test_string("a"), Value::test_string("b")],
),
Column::new(
"dtype".to_string(),
vec![Value::test_string("i64"), Value::test_string("i64")],
),
],
None,
)
.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<PipelineData, ShellError> {
command(engine_state, stack, call, input)
}
}
fn command(
_engine_state: &EngineState,
_stack: &mut Stack,
call: &Call,
input: PipelineData,
) -> Result<PipelineData, ShellError> {
let df = NuDataFrame::try_from_pipeline(input, call.head)?;
let mut dtypes: Vec<Value> = Vec::new();
let names: Vec<Value> = df
.as_ref()
.get_column_names()
.iter()
.map(|v| {
let dtype = df
.as_ref()
.column(v)
.expect("using name from list of names from dataframe")
.dtype();
let dtype_str = dtype.to_string();
dtypes.push(Value::string(dtype_str, call.head));
Value::string(*v, call.head)
})
.collect();
let names_col = Column::new("column".to_string(), names);
let dtypes_col = Column::new("dtype".to_string(), dtypes);
NuDataFrame::try_from_columns(vec![names_col, dtypes_col], None)
.map(|df| PipelineData::Value(df.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(DataTypes {})])
}
}