mirror of
https://github.com/nushell/nushell.git
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* nuframe in its own type in UntaggedValue * Removed eager dataframe from enum * Dataframe created from list of values * Corrected order in dataframe columns * Returned tag from stream collection * Removed series from dataframe commands * Arithmetic operators * forced push * forced push * Replace all command * String commands * appending operations with dfs * Testing suite for dataframes * Unit test for dataframe commands * improved equality for dataframes
96 lines
2.9 KiB
Rust
96 lines
2.9 KiB
Rust
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
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use nu_engine::WholeStreamCommand;
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use nu_errors::ShellError;
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use nu_protocol::{
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dataframe::{Column, NuDataFrame},
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Signature, SyntaxShape, UntaggedValue, Value,
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};
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use polars::prelude::IntoSeries;
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pub struct DataFrame;
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impl WholeStreamCommand for DataFrame {
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fn name(&self) -> &str {
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"dataframe is-in"
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}
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fn usage(&self) -> &str {
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"[Series] Checks if elements from a series are contained in right series"
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}
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fn signature(&self) -> Signature {
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Signature::build("dataframe is-in").required("other", SyntaxShape::Any, "right series")
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}
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fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
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command(args)
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}
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fn examples(&self) -> Vec<Example> {
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vec![Example {
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description: "Checks if elements from a series are contained in right series",
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example: r#"let other = ([1 3 6] | dataframe to-df);
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[5 6 6 6 8 8 8] | dataframe to-df | dataframe is-in $other"#,
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result: Some(vec![NuDataFrame::try_from_columns(
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vec![Column::new(
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"is_in".to_string(),
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vec![
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UntaggedValue::boolean(false).into(),
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UntaggedValue::boolean(true).into(),
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UntaggedValue::boolean(true).into(),
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UntaggedValue::boolean(true).into(),
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UntaggedValue::boolean(false).into(),
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UntaggedValue::boolean(false).into(),
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UntaggedValue::boolean(false).into(),
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],
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)],
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&Span::default(),
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)
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.expect("simple df for test should not fail")
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.into_value(Tag::default())]),
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}]
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}
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}
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fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
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let tag = args.call_info.name_tag.clone();
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let value: Value = args.req(0)?;
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let other_df = match value.value {
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UntaggedValue::DataFrame(df) => Ok(df),
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_ => Err(ShellError::labeled_error(
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"Incorrect type",
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"can only search in a series",
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value.tag.span,
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)),
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}?;
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let other = other_df.as_series(&value.tag.span)?;
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let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
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let mut res = df
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.as_series(&df_tag.span)?
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.is_in(&other)
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.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?
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.into_series();
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res.rename("is_in");
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let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
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Ok(OutputStream::one(df.into_value(df_tag)))
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}
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#[cfg(test)]
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mod tests {
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use super::DataFrame;
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use super::ShellError;
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#[test]
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fn examples_work_as_expected() -> Result<(), ShellError> {
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use crate::examples::test_dataframe as test_examples;
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test_examples(DataFrame {})
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}
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}
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