nushell/crates/nu-command/src/dataframe/eager/first.rs
Fernando Herrera 8bd68416e3
Lazy dataframes (#5546)
* lazyframe definition

* expressions and lazy frames

* new alias expression

* more expression commands

* updated to polars main

* more expressions and groupby

* more expressions, fetch and sort-by

* csv reader

* removed open csv

* unique function

* joining functions

* join lazy frames commands with eager commands

* corrected tests

* Update .gitignore

* Update .gitignore

Co-authored-by: JT <547158+jntrnr@users.noreply.github.com>
2022-05-16 08:27:43 +01:00

107 lines
3.1 KiB
Rust

use super::super::values::{utils::DEFAULT_ROWS, Column, NuDataFrame};
use crate::dataframe::values::NuExpression;
use nu_engine::CallExt;
use nu_protocol::{
ast::Call,
engine::{Command, EngineState, Stack},
Category, Example, PipelineData, ShellError, Signature, Span, SyntaxShape, Value,
};
#[derive(Clone)]
pub struct FirstDF;
impl Command for FirstDF {
fn name(&self) -> &str {
"dfr first"
}
fn usage(&self) -> &str {
"Creates new dataframe with first rows or creates a first expression"
}
fn signature(&self) -> Signature {
Signature::build(self.name())
.optional("rows", SyntaxShape::Int, "Number of rows for head")
.category(Category::Custom("dataframe".into()))
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Create new dataframe with head rows",
example: "[[a b]; [1 2] [3 4]] | dfr to-df | dfr first 1",
result: Some(
NuDataFrame::try_from_columns(vec![
Column::new("a".to_string(), vec![Value::test_int(1)]),
Column::new("b".to_string(), vec![Value::test_int(2)]),
])
.expect("simple df for test should not fail")
.into_value(Span::test_data()),
),
},
Example {
description: "Creates a first expression from a column",
example: "dfr col a | dfr first",
result: None,
},
]
}
fn run(
&self,
engine_state: &EngineState,
stack: &mut Stack,
call: &Call,
input: PipelineData,
) -> Result<PipelineData, ShellError> {
let value = input.into_value(call.head);
if NuExpression::can_downcast(&value) {
let expr = NuExpression::try_from_value(value)?;
let expr: NuExpression = expr.into_polars().is_null().into();
Ok(PipelineData::Value(
NuExpression::into_value(expr, call.head),
None,
))
} else if NuDataFrame::can_downcast(&value) {
let df = NuDataFrame::try_from_value(value)?;
command(engine_state, stack, call, df)
} else {
Err(ShellError::CantConvert(
"expression or query".into(),
value.get_type().to_string(),
value.span()?,
None,
))
}
}
}
fn command(
engine_state: &EngineState,
stack: &mut Stack,
call: &Call,
df: NuDataFrame,
) -> Result<PipelineData, ShellError> {
let rows: Option<usize> = call.opt(engine_state, stack, 0)?;
let rows = rows.unwrap_or(DEFAULT_ROWS);
let res = df.as_ref().head(Some(rows));
Ok(PipelineData::Value(
NuDataFrame::dataframe_into_value(res, 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(FirstDF {})])
}
}