mirror of
https://github.com/nushell/nushell.git
synced 2024-11-22 00:13:21 +01:00
New take command (#3722)
* Type in command description * filter name change * Clean column name * Clippy error and updated polars version * Lint correction in file * CSV Infer schema optional * Correct float operations * changes in series castings to allow other types * Clippy error correction * Removed lists from command signatures * Added not command for series * take command with args * set with idx command
This commit is contained in:
parent
c94c87eec0
commit
af2b2c668d
43
Cargo.lock
generated
43
Cargo.lock
generated
@ -208,9 +208,11 @@ checksum = "23b62fc65de8e4e7f52534fb52b0f3ed04746ae267519eef2a83941e8085068b"
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[[package]]
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name = "arrow"
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version = "5.0.0-SNAPSHOT"
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source = "git+https://github.com/apache/arrow-rs?rev=9f56afb2d2347310184706f7d5e46af583557bea#9f56afb2d2347310184706f7d5e46af583557bea"
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version = "4.4.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "f6f3334cea4f209440350d00ae1dab237ced49d80b664cc4b0e984893d583890"
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dependencies = [
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"cfg_aliases",
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"chrono",
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"csv",
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"flatbuffers",
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@ -753,6 +755,12 @@ version = "1.0.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
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|
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[[package]]
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name = "cfg_aliases"
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version = "0.1.1"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "fd16c4719339c4530435d38e511904438d07cce7950afa3718a84ac36c10e89e"
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[[package]]
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name = "chrono"
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version = "0.4.19"
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@ -4352,8 +4360,9 @@ dependencies = [
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[[package]]
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name = "parquet"
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version = "5.0.0-SNAPSHOT"
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source = "git+https://github.com/apache/arrow-rs?rev=9f56afb2d2347310184706f7d5e46af583557bea#9f56afb2d2347310184706f7d5e46af583557bea"
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version = "4.4.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "265044e41d674fad4c7860a3e245e53138e926fe83cad8d45193a7a354c56a54"
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dependencies = [
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"arrow",
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"base64 0.13.0",
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@ -4364,7 +4373,6 @@ dependencies = [
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"lz4",
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"num-bigint 0.4.0",
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"parquet-format",
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"rand 0.8.4",
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"snap",
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"thrift",
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"zstd",
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@ -4592,8 +4600,9 @@ dependencies = [
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[[package]]
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name = "polars"
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version = "0.14.2"
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source = "git+https://github.com/pola-rs/polars?rev=adc358b437f93bc7f844a94d68c064616e9d2ac2#adc358b437f93bc7f844a94d68c064616e9d2ac2"
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version = "0.14.5"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "2f254b79757346a86a8371ea4a087ce6a56e604c82d61093a1b85bfd0df99aeb"
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dependencies = [
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"polars-core",
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"polars-io",
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@ -4602,8 +4611,9 @@ dependencies = [
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[[package]]
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name = "polars-arrow"
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version = "0.14.2"
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source = "git+https://github.com/pola-rs/polars?rev=adc358b437f93bc7f844a94d68c064616e9d2ac2#adc358b437f93bc7f844a94d68c064616e9d2ac2"
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version = "0.14.5"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "ec1ef88e60b660c51644a5b098570519948d95f389b67ef690a0f1187395d7bf"
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dependencies = [
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"arrow",
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"num 0.4.0",
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@ -4612,8 +4622,9 @@ dependencies = [
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[[package]]
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name = "polars-core"
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version = "0.14.2"
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source = "git+https://github.com/pola-rs/polars?rev=adc358b437f93bc7f844a94d68c064616e9d2ac2#adc358b437f93bc7f844a94d68c064616e9d2ac2"
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version = "0.14.5"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "9e5e6ee23eb50845501c8c31368051af75801185cf4bedf9e7b3ec945a49af9c"
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dependencies = [
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"ahash",
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"anyhow",
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@ -4638,8 +4649,9 @@ dependencies = [
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[[package]]
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name = "polars-io"
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version = "0.14.2"
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source = "git+https://github.com/pola-rs/polars?rev=adc358b437f93bc7f844a94d68c064616e9d2ac2#adc358b437f93bc7f844a94d68c064616e9d2ac2"
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version = "0.14.5"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "94e8719cdb70555e0492dd24e8f09f637cc112bac438be754bad8dca75f466ab"
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dependencies = [
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"ahash",
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"anyhow",
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@ -4661,8 +4673,9 @@ dependencies = [
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[[package]]
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name = "polars-lazy"
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version = "0.14.2"
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source = "git+https://github.com/pola-rs/polars?rev=adc358b437f93bc7f844a94d68c064616e9d2ac2#adc358b437f93bc7f844a94d68c064616e9d2ac2"
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version = "0.14.5"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "7ca6b2fb59bbe6725a84c48df12f509b4655d173cd113e5fb51f971cff1f93bc"
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dependencies = [
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"ahash",
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"itertools",
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@ -99,9 +99,7 @@ which = { version="4.1.0", optional=true }
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zip = { version="0.5.9", optional=true }
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[dependencies.polars]
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git = "https://github.com/pola-rs/polars"
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rev = "adc358b437f93bc7f844a94d68c064616e9d2ac2"
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version = "0.14.2"
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version = "0.14.5"
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optional = true
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features = ["parquet", "json", "random", "pivot", "strings", "is_in"]
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@ -165,8 +165,8 @@ fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
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Ok(OutputStream::one(value))
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}
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_ => Err(ShellError::labeled_error(
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"No groupby or dataframe",
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"no groupby or found in input stream",
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"No groupby, dataframe or series in stream",
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"no groupby, dataframe or series found in input stream",
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&value.tag.span,
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)),
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}
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@ -21,6 +21,7 @@ pub mod select;
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pub mod show;
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pub mod slice;
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pub mod sort;
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pub mod take;
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pub mod to_csv;
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pub mod to_df;
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pub mod to_parquet;
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@ -52,6 +53,7 @@ pub use select::DataFrame as DataFrameSelect;
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pub use show::DataFrame as DataFrameShow;
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pub use slice::DataFrame as DataFrameSlice;
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pub use sort::DataFrame as DataFrameSort;
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pub use take::DataFrame as DataFrameTake;
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pub use to_csv::DataFrame as DataFrameToCsv;
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pub use to_df::DataFrame as DataFrameToDF;
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pub use to_parquet::DataFrame as DataFrameToParquet;
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@ -77,6 +79,7 @@ pub use series::DataFrameNUnique;
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pub use series::DataFrameNot;
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pub use series::DataFrameSeriesRename;
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pub use series::DataFrameSet;
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pub use series::DataFrameSetWithIdx;
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pub use series::DataFrameShift;
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pub use series::DataFrameUnique;
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pub use series::DataFrameValueCounts;
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@ -1,9 +1,9 @@
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use crate::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::NuSeries, Primitive, Signature, TaggedDictBuilder, UntaggedValue, Value,
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};
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use nu_protocol::{dataframe::NuSeries, Signature};
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use polars::prelude::{IntoSeries, NewChunkedArray, UInt32Chunked};
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pub struct DataFrame;
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@ -40,18 +40,12 @@ fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
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let res = series.as_ref().arg_max();
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let value = match res {
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Some(index) => UntaggedValue::Primitive(Primitive::Int(index as i64)),
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None => UntaggedValue::Primitive(Primitive::Nothing),
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let chunked = match res {
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Some(index) => UInt32Chunked::new_from_slice("arg_max", &[index as u32]),
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None => UInt32Chunked::new_from_slice("arg_max", &[]),
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};
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let value = Value {
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value,
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tag: tag.clone(),
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};
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let res = chunked.into_series();
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let mut data = TaggedDictBuilder::new(tag);
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data.insert_value("arg-max", value);
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Ok(OutputStream::one(data.into_value()))
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Ok(OutputStream::one(NuSeries::series_to_value(res, tag)))
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}
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@ -1,9 +1,9 @@
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use crate::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::NuSeries, Primitive, Signature, TaggedDictBuilder, UntaggedValue, Value,
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};
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use nu_protocol::{dataframe::NuSeries, Signature};
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use polars::prelude::{IntoSeries, NewChunkedArray, UInt32Chunked};
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pub struct DataFrame;
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@ -40,18 +40,12 @@ fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
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let res = series.as_ref().arg_min();
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let value = match res {
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Some(index) => UntaggedValue::Primitive(Primitive::Int(index as i64)),
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None => UntaggedValue::Primitive(Primitive::Nothing),
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let chunked = match res {
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Some(index) => UInt32Chunked::new_from_slice("arg_min", &[index as u32]),
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None => UInt32Chunked::new_from_slice("arg_min", &[]),
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};
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let value = Value {
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value,
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tag: tag.clone(),
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};
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let res = chunked.into_series();
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let mut data = TaggedDictBuilder::new(tag);
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data.insert_value("arg-min", value);
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Ok(OutputStream::one(data.into_value()))
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Ok(OutputStream::one(NuSeries::series_to_value(res, tag)))
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}
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|
@ -15,6 +15,7 @@ pub mod n_unique;
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pub mod not;
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pub mod rename;
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pub mod set;
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pub mod set_with_idx;
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pub mod shift;
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pub mod unique;
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pub mod value_counts;
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@ -36,6 +37,7 @@ pub use n_unique::DataFrame as DataFrameNUnique;
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pub use not::DataFrame as DataFrameNot;
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pub use rename::DataFrame as DataFrameSeriesRename;
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pub use set::DataFrame as DataFrameSet;
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pub use set_with_idx::DataFrame as DataFrameSetWithIdx;
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pub use shift::DataFrame as DataFrameShift;
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pub use unique::DataFrame as DataFrameUnique;
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pub use value_counts::DataFrame as DataFrameValueCounts;
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|
153
crates/nu-command/src/commands/dataframe/series/set_with_idx.rs
Normal file
153
crates/nu-command/src/commands/dataframe/series/set_with_idx.rs
Normal file
@ -0,0 +1,153 @@
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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::{dataframe::NuSeries, Primitive, Signature, SyntaxShape, UntaggedValue, Value};
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use polars::prelude::{ChunkSet, DataType, 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 set-with-idx"
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}
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fn usage(&self) -> &str {
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"[Series] Sets value in the given index"
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}
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fn signature(&self) -> Signature {
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Signature::build("dataframe set-with-idx")
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.required("value", SyntaxShape::Any, "value to be inserted in series")
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.required_named(
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"indices",
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SyntaxShape::Any,
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"list of indices indicating where to set the value",
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Some('i'),
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)
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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: "Set value in selected rows from series",
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example: r#"let series = ([4 1 5 2 4 3] | dataframe to-series);
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let indices = ([0 2] | dataframe to-series);
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$series | dataframe set-with-idx 6 -i $indices"#,
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result: None,
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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 indices: Value = args.req_named("indices")?;
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|
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let indices = match &indices.value {
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UntaggedValue::DataFrame(nu_protocol::dataframe::PolarsData::Series(series)) => Ok(series),
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_ => Err(ShellError::labeled_error(
|
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"Incorrect type",
|
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"can only use a series for set command",
|
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value.tag.span,
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)),
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}?;
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let casted = match indices.as_ref().dtype() {
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DataType::UInt32 | DataType::UInt64 | DataType::Int32 | DataType::Int64 => indices
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.as_ref()
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.cast_with_dtype(&DataType::UInt32)
|
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.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None)),
|
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_ => Err(ShellError::labeled_error_with_secondary(
|
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"Incorrect type",
|
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"Series with incorrect type",
|
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&value.tag.span,
|
||||
"Consider using a Series with type int type",
|
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&value.tag.span,
|
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)),
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}?;
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|
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let indices = casted
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.u32()
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.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?
|
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.into_iter()
|
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.filter_map(|val| val.map(|v| v as usize));
|
||||
|
||||
let series = NuSeries::try_from_stream(&mut args.input, &tag.span)?;
|
||||
|
||||
match &value.value {
|
||||
UntaggedValue::Primitive(Primitive::Int(val)) => {
|
||||
let chunked = series.as_ref().i64().map_err(|e| {
|
||||
parse_polars_error::<&str>(
|
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&e,
|
||||
&value.tag.span,
|
||||
Some("The value has to match the set value type"),
|
||||
)
|
||||
})?;
|
||||
|
||||
let res = chunked
|
||||
.set_at_idx(indices, Some(*val))
|
||||
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
|
||||
|
||||
Ok(OutputStream::one(NuSeries::series_to_value(
|
||||
res.into_series(),
|
||||
tag,
|
||||
)))
|
||||
}
|
||||
UntaggedValue::Primitive(Primitive::Decimal(val)) => {
|
||||
let chunked = series.as_ref().f64().map_err(|e| {
|
||||
parse_polars_error::<&str>(
|
||||
&e,
|
||||
&value.tag.span,
|
||||
Some("The value has to match the series type"),
|
||||
)
|
||||
})?;
|
||||
|
||||
let res = chunked
|
||||
.set_at_idx(
|
||||
indices,
|
||||
Some(
|
||||
val.to_f64()
|
||||
.expect("internal error: expected f64-compatible decimal"),
|
||||
),
|
||||
)
|
||||
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
|
||||
|
||||
Ok(OutputStream::one(NuSeries::series_to_value(
|
||||
res.into_series(),
|
||||
tag,
|
||||
)))
|
||||
}
|
||||
UntaggedValue::Primitive(Primitive::String(val)) => {
|
||||
let chunked = series.as_ref().utf8().map_err(|e| {
|
||||
parse_polars_error::<&str>(
|
||||
&e,
|
||||
&value.tag.span,
|
||||
Some("The value has to match the series type"),
|
||||
)
|
||||
})?;
|
||||
|
||||
let res = chunked
|
||||
.set_at_idx(indices, Some(val.as_ref()))
|
||||
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
|
||||
|
||||
let mut res = res.into_series();
|
||||
res.rename("string");
|
||||
|
||||
Ok(OutputStream::one(NuSeries::series_to_value(
|
||||
res.into_series(),
|
||||
tag,
|
||||
)))
|
||||
}
|
||||
_ => Err(ShellError::labeled_error(
|
||||
"Incorrect type",
|
||||
format!(
|
||||
"this value cannot be set in a series of type '{}'",
|
||||
series.as_ref().dtype()
|
||||
),
|
||||
value.tag.span,
|
||||
)),
|
||||
}
|
||||
}
|
107
crates/nu-command/src/commands/dataframe/take.rs
Normal file
107
crates/nu-command/src/commands/dataframe/take.rs
Normal file
@ -0,0 +1,107 @@
|
||||
use crate::prelude::*;
|
||||
use nu_engine::WholeStreamCommand;
|
||||
use nu_errors::ShellError;
|
||||
use nu_protocol::{
|
||||
dataframe::{NuDataFrame, NuSeries, PolarsData},
|
||||
Signature, SyntaxShape, UntaggedValue, Value,
|
||||
};
|
||||
use polars::prelude::DataType;
|
||||
|
||||
use super::utils::parse_polars_error;
|
||||
|
||||
pub struct DataFrame;
|
||||
|
||||
impl WholeStreamCommand for DataFrame {
|
||||
fn name(&self) -> &str {
|
||||
"dataframe take"
|
||||
}
|
||||
|
||||
fn usage(&self) -> &str {
|
||||
"[DataFrame, Series] Creates new dataframe using the given indices"
|
||||
}
|
||||
|
||||
fn signature(&self) -> Signature {
|
||||
Signature::build("dataframe take").required(
|
||||
"indices",
|
||||
SyntaxShape::Any,
|
||||
"list of indices used to take data",
|
||||
)
|
||||
}
|
||||
|
||||
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
|
||||
command(args)
|
||||
}
|
||||
|
||||
fn examples(&self) -> Vec<Example> {
|
||||
vec![
|
||||
Example {
|
||||
description: "Takes selected rows from dataframe",
|
||||
example: r#"let df = ([[a b]; [4 1] [5 2] [4 3]] | dataframe to-df);
|
||||
let indices = ([0 2] | dataframe to-series);
|
||||
$df | dataframe take $indices"#,
|
||||
result: None,
|
||||
},
|
||||
Example {
|
||||
description: "Takes selected rows from series",
|
||||
example: r#"let series = ([4 1 5 2 4 3] | dataframe to-series);
|
||||
let indices = ([0 2] | dataframe to-series);
|
||||
$series | dataframe take $indices"#,
|
||||
result: None,
|
||||
},
|
||||
]
|
||||
}
|
||||
}
|
||||
|
||||
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
|
||||
let tag = args.call_info.name_tag.clone();
|
||||
let value: Value = args.req(0)?;
|
||||
|
||||
let series = match &value.value {
|
||||
UntaggedValue::DataFrame(PolarsData::Series(series)) => Ok(series),
|
||||
_ => Err(ShellError::labeled_error(
|
||||
"Incorrect type",
|
||||
"can only use a series for take command",
|
||||
value.tag.span,
|
||||
)),
|
||||
}?;
|
||||
|
||||
let casted = match series.as_ref().dtype() {
|
||||
DataType::UInt32 | DataType::UInt64 | DataType::Int32 | DataType::Int64 => series
|
||||
.as_ref()
|
||||
.cast_with_dtype(&DataType::UInt32)
|
||||
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None)),
|
||||
_ => Err(ShellError::labeled_error_with_secondary(
|
||||
"Incorrect type",
|
||||
"Series with incorrect type",
|
||||
&value.tag.span,
|
||||
"Consider using a Series with type int type",
|
||||
&value.tag.span,
|
||||
)),
|
||||
}?;
|
||||
|
||||
let indices = casted
|
||||
.u32()
|
||||
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
|
||||
|
||||
let value = args.input.next().ok_or_else(|| {
|
||||
ShellError::labeled_error("Empty stream", "No value found in the stream", &tag)
|
||||
})?;
|
||||
|
||||
match value.value {
|
||||
UntaggedValue::DataFrame(PolarsData::EagerDataFrame(df)) => {
|
||||
let res = df.as_ref().take(indices);
|
||||
|
||||
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
|
||||
}
|
||||
UntaggedValue::DataFrame(PolarsData::Series(series)) => {
|
||||
let res = series.as_ref().take(indices);
|
||||
|
||||
Ok(OutputStream::one(NuSeries::series_to_value(res, tag)))
|
||||
}
|
||||
_ => Err(ShellError::labeled_error(
|
||||
"No dataframe or series in stream",
|
||||
"no dataframe or series found in input stream",
|
||||
&value.tag.span,
|
||||
)),
|
||||
}
|
||||
}
|
@ -32,9 +32,9 @@ pub use dataframe::{
|
||||
DataFrameIsIn, DataFrameIsNotNull, DataFrameIsNull, DataFrameIsUnique, DataFrameJoin,
|
||||
DataFrameLast, DataFrameList, DataFrameMelt, DataFrameNNull, DataFrameNUnique, DataFrameNot,
|
||||
DataFrameOpen, DataFramePivot, DataFrameSample, DataFrameSelect, DataFrameSeriesRename,
|
||||
DataFrameSet, DataFrameShift, DataFrameShow, DataFrameSlice, DataFrameSort, DataFrameToCsv,
|
||||
DataFrameToDF, DataFrameToParquet, DataFrameToSeries, DataFrameUnique, DataFrameValueCounts,
|
||||
DataFrameWhere, DataFrameWithColumn,
|
||||
DataFrameSet, DataFrameSetWithIdx, DataFrameShift, DataFrameShow, DataFrameSlice,
|
||||
DataFrameSort, DataFrameTake, DataFrameToCsv, DataFrameToDF, DataFrameToParquet,
|
||||
DataFrameToSeries, DataFrameUnique, DataFrameValueCounts, DataFrameWhere, DataFrameWithColumn,
|
||||
};
|
||||
pub use env::*;
|
||||
pub use filesystem::*;
|
||||
|
@ -315,6 +315,8 @@ pub fn create_default_context(interactive: bool) -> Result<EvaluationContext, Bo
|
||||
whole_stream_command(DataFrameShift),
|
||||
whole_stream_command(DataFrameSet),
|
||||
whole_stream_command(DataFrameNot),
|
||||
whole_stream_command(DataFrameTake),
|
||||
whole_stream_command(DataFrameSetWithIdx),
|
||||
]);
|
||||
|
||||
#[cfg(feature = "clipboard-cli")]
|
||||
|
@ -38,9 +38,7 @@ nu-value-ext = { version="0.33.1", path="../nu-value-ext" }
|
||||
nu-ansi-term = { version="0.33.1", path="../nu-ansi-term" }
|
||||
|
||||
[dependencies.polars]
|
||||
git = "https://github.com/pola-rs/polars"
|
||||
rev = "adc358b437f93bc7f844a94d68c064616e9d2ac2"
|
||||
version = "0.14.2"
|
||||
version = "0.14.5"
|
||||
optional = true
|
||||
features = ["strings", "checked_arithmetic"]
|
||||
|
||||
|
@ -31,9 +31,7 @@ serde_yaml = "0.8.16"
|
||||
toml = "0.5.8"
|
||||
|
||||
[dependencies.polars]
|
||||
git = "https://github.com/pola-rs/polars"
|
||||
rev = "adc358b437f93bc7f844a94d68c064616e9d2ac2"
|
||||
version = "0.14.2"
|
||||
version = "0.14.5"
|
||||
optional = true
|
||||
features = ["serde", "rows"]
|
||||
|
||||
|
Loading…
Reference in New Issue
Block a user