nushell/crates/nu-cmd-dataframe/src/dataframe/eager/drop_nulls.rs
Ian Manske c747ec75c9
Add command_prelude module (#12291)
# Description
When implementing a `Command`, one must also import all the types
present in the function signatures for `Command`. This makes it so that
we often import the same set of types in each command implementation
file. E.g., something like this:
```rust
use nu_protocol::ast::Call;
use nu_protocol::engine::{Command, EngineState, Stack};
use nu_protocol::{
    record, Category, Example, IntoInterruptiblePipelineData, IntoPipelineData, PipelineData,
    ShellError, Signature, Span, Type, Value,
};
```

This PR adds the `nu_engine::command_prelude` module which contains the
necessary and commonly used types to implement a `Command`:
```rust
// command_prelude.rs
pub use crate::CallExt;
pub use nu_protocol::{
    ast::{Call, CellPath},
    engine::{Command, EngineState, Stack},
    record, Category, Example, IntoInterruptiblePipelineData, IntoPipelineData, IntoSpanned,
    PipelineData, Record, ShellError, Signature, Span, Spanned, SyntaxShape, Type, Value,
};
```

This should reduce the boilerplate needed to implement a command and
also gives us a place to track the breadth of the `Command` API. I tried
to be conservative with what went into the prelude modules, since it
might be hard/annoying to remove items from the prelude in the future.
Let me know if something should be included or excluded.
2024-03-26 21:17:30 +00:00

138 lines
4.3 KiB
Rust

use crate::dataframe::values::{utils::convert_columns_string, Column, NuDataFrame};
use nu_engine::command_prelude::*;
#[derive(Clone)]
pub struct DropNulls;
impl Command for DropNulls {
fn name(&self) -> &str {
"dfr drop-nulls"
}
fn usage(&self) -> &str {
"Drops null values in dataframe."
}
fn signature(&self) -> Signature {
Signature::build(self.name())
.optional(
"subset",
SyntaxShape::Table(vec![]),
"subset of columns to drop nulls",
)
.input_output_type(
Type::Custom("dataframe".into()),
Type::Custom("dataframe".into()),
)
.category(Category::Custom("dataframe".into()))
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "drop null values in dataframe",
example: r#"let df = ([[a b]; [1 2] [3 0] [1 2]] | dfr into-df);
let res = ($df.b / $df.b);
let a = ($df | dfr with-column $res --name res);
$a | dfr drop-nulls"#,
result: Some(
NuDataFrame::try_from_columns(
vec![
Column::new(
"a".to_string(),
vec![Value::test_int(1), Value::test_int(1)],
),
Column::new(
"b".to_string(),
vec![Value::test_int(2), Value::test_int(2)],
),
Column::new(
"res".to_string(),
vec![Value::test_int(1), Value::test_int(1)],
),
],
None,
)
.expect("simple df for test should not fail")
.into_value(Span::test_data()),
),
},
Example {
description: "drop null values in dataframe",
example: r#"let s = ([1 2 0 0 3 4] | dfr into-df);
($s / $s) | dfr drop-nulls"#,
result: Some(
NuDataFrame::try_from_columns(
vec![Column::new(
"div_0_0".to_string(),
vec![
Value::test_int(1),
Value::test_int(1),
Value::test_int(1),
Value::test_int(1),
],
)],
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 columns: Option<Vec<Value>> = call.opt(engine_state, stack, 0)?;
let (subset, col_span) = match columns {
Some(cols) => {
let (agg_string, col_span) = convert_columns_string(cols, call.head)?;
(Some(agg_string), col_span)
}
None => (None, call.head),
};
let subset_slice = subset.as_ref().map(|cols| &cols[..]);
df.as_ref()
.drop_nulls(subset_slice)
.map_err(|e| ShellError::GenericError {
error: "Error dropping nulls".into(),
msg: e.to_string(),
span: Some(col_span),
help: None,
inner: vec![],
})
.map(|df| PipelineData::Value(NuDataFrame::dataframe_into_value(df, call.head), None))
}
#[cfg(test)]
mod test {
use super::super::super::test_dataframe::test_dataframe;
use super::super::WithColumn;
use super::*;
#[test]
fn test_examples() {
test_dataframe(vec![Box::new(DropNulls {}), Box::new(WithColumn {})])
}
}