diff --git a/__tests__/dataframe.test.ts b/__tests__/dataframe.test.ts index f5a41d6a7..375ee8db1 100644 --- a/__tests__/dataframe.test.ts +++ b/__tests__/dataframe.test.ts @@ -2,6 +2,7 @@ import pl from "@polars"; import { Stream } from "stream"; import fs from "fs"; +import { StructRow } from "apache-arrow"; describe("dataframe", () => { const df = pl.DataFrame([ pl.Series("foo", [1, 2, 9], pl.Int16), @@ -2582,3 +2583,14 @@ describe("additional", () => { expect(actual.shape).toEqual({ height: 174_241, width: 3 }); }); }); + +test("arrow integration", () => { + const df = pl.DataFrame({ + a: [1, 2, 3], + b: ["a", "b", "c"], + c: [true, false, true], + }); + const fromArrow = df.toArrow().toArray(); + + expect(fromArrow[0].toJSON()).toEqual({ a: 1, b: "a", c: true }); +}); diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 000000000..27496edbe --- /dev/null +++ b/package-lock.json @@ -0,0 +1,3860 @@ +{ + "name": "nodejs-polars", + "version": "0.13.0", + 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dataframe object into row oriented javascript objects + * @experimental + * @param options.useArrow - use 'apache-arrow' to perform the conversion + * @note 'useArrow' may significantly increase the performance of the conversion, but it may also produce different results for some data types + * @example + * ``` + * > df.toRecords({useArrow: true}) + * [ + * {"foo":1.0,"bar":"a"}, + * {"foo":2.0,"bar":"b"}, + * {"foo":3.0,"bar":"c"} + * ] + * ``` + * @category IO + */ + toRecords(options: { useArrow: true }): Record[]; /** * compat with `JSON.stringify` @@ -1488,6 +1506,10 @@ export interface DataFrame * @category IO */ toObject(): Record; + /** + * Converts dataframe into an Apache Arrow Table + */ + toArrow(): import('apache-arrow').Table; /** * @deprecated *since 0.4.0* use {@link writeIPC} @@ -2387,7 +2409,11 @@ export const _DataFrame = (_df: any): DataFrame => { return Buffer.concat(buffers); }, - toRecords() { + toRecords(opts?: {useArrow: true}) { + if (opts?.useArrow) { + return this.toArrow().toArray(); + + } return _df.toObjects(); }, toJSON(...args: any[]) { @@ -2437,6 +2463,19 @@ export const _DataFrame = (_df: any): DataFrame => { return acc; }, {}); }, + toArrow(): import("apache-arrow").Table { + // biome-ignore lint/style/noVar: + var arrow: typeof import("apache-arrow") | undefined; + try { + arrow = require("apache-arrow"); + } catch (e) { + throw new Error("toArrow requires the 'apache-arrow' package"); + } + const buf = Buffer.from(_df.writeIpcBuffer()); + // biome-ignore lint/style/noNonNullAssertion: we already checked if arrow is defined + const tbl = arrow!.tableFromIPC(buf); + return tbl; + }, writeJSON(dest?, options = { format: "lines" }) { if (dest instanceof Writable || typeof dest === "string") { return _df.writeJson(dest, options) as any; diff --git a/src/dataframe.rs b/src/dataframe.rs index 6aecb6f6d..6458a482b 100644 --- a/src/dataframe.rs +++ b/src/dataframe.rs @@ -13,18 +13,6 @@ use std::fs::File; use std::io::{BufReader, BufWriter, Cursor}; use std::num::NonZeroUsize; -#[napi] -#[repr(transparent)] -#[derive(Clone)] -pub struct JsDataFrame { - pub(crate) df: DataFrame, -} - -impl JsDataFrame { - pub(crate) fn new(df: DataFrame) -> JsDataFrame { - JsDataFrame { df } - } -} impl From for JsDataFrame { fn from(s: DataFrame) -> JsDataFrame { JsDataFrame::new(s) @@ -439,30 +427,16 @@ pub fn from_rows( } #[napi] -impl JsDataFrame { - #[napi(catch_unwind)] - pub fn to_js(&self, env: Env) -> napi::Result { - env.to_js_value(&self.df) - } - - #[napi(catch_unwind)] - pub fn serialize(&self, format: String) -> napi::Result { - let buf = match format.as_ref() { - "bincode" => bincode::serialize(&self.df) - .map_err(|err| napi::Error::from_reason(format!("{:?}", err)))?, - "json" => serde_json::to_vec(&self.df) - .map_err(|err| napi::Error::from_reason(format!("{:?}", err)))?, - _ => { - return Err(napi::Error::from_reason( - "unexpected format. \n supported options are 'json', 'bincode'".to_owned(), - )) - } - }; - Ok(Buffer::from(buf)) - } +#[repr(transparent)] +#[derive(Clone)] +pub struct JsDataFrame { + pub(crate) df: DataFrame, +} +#[napi] +impl JsDataFrame { #[napi(factory, catch_unwind)] - pub fn deserialize(buf: Buffer, format: String) -> napi::Result { + pub fn deserialize(buf: Buffer, format: String) -> napi::Result { let df: DataFrame = match format.as_ref() { "bincode" => bincode::deserialize(&buf) .map_err(|err| napi::Error::from_reason(format!("{:?}", err)))?, @@ -476,8 +450,9 @@ impl JsDataFrame { }; Ok(df.into()) } - #[napi(constructor)] - pub fn from_columns(columns: Array) -> napi::Result { + + #[napi(constructor, catch_unwind)] + pub fn from_columns(columns: Array) -> napi::Result { let len = columns.len(); let cols: Vec = (0..len) .map(|idx| { @@ -489,13 +464,40 @@ impl JsDataFrame { let df = DataFrame::new(cols).map_err(JsPolarsErr::from)?; Ok(JsDataFrame::new(df)) } +} +#[napi] +impl JsDataFrame { + pub(crate) fn new(df: DataFrame) -> JsDataFrame { + JsDataFrame { df } + } #[napi(catch_unwind)] + pub fn to_js(&self, env: Env) -> napi::Result { + env.to_js_value(&self.df) + } + + #[napi(catch_unwind)] + pub fn serialize(&self, format: String) -> napi::Result { + let buf = match format.as_ref() { + "bincode" => bincode::serialize(&self.df) + .map_err(|err| napi::Error::from_reason(format!("{:?}", err)))?, + "json" => serde_json::to_vec(&self.df) + .map_err(|err| napi::Error::from_reason(format!("{:?}", err)))?, + _ => { + return Err(napi::Error::from_reason( + "unexpected format. \n supported options are 'json', 'bincode'".to_owned(), + )) + } + }; + Ok(Buffer::from(buf)) + } + + #[napi] pub fn estimated_size(&self) -> u32 { self.df.estimated_size() as u32 } - #[napi(catch_unwind)] + #[napi] pub fn to_string(&self) -> String { format!("{:?}", self.df) } @@ -1393,6 +1395,7 @@ impl JsDataFrame { }; Ok(()) } + #[napi(catch_unwind)] pub fn write_ipc( &mut self, @@ -1425,6 +1428,16 @@ impl JsDataFrame { }; Ok(()) } + #[napi(catch_unwind)] + pub fn write_ipc_buffer(&mut self) -> napi::Result { + let mut buf = Vec::new(); + IpcWriter::new(&mut buf) + .finish(&mut self.df) + .map_err(JsPolarsErr::from)?; + + Ok(buf.into()) + } + #[napi(catch_unwind)] pub fn write_json( &mut self, diff --git a/yarn.lock b/yarn.lock index 1bfa3496c..e2081dd05 100644 --- a/yarn.lock +++ b/yarn.lock @@ -215,7 +215,7 @@ __metadata: version: 7.8.4 resolution: "@babel/plugin-syntax-async-generators@npm:7.8.4" dependencies: - "@babel/helper-plugin-utils": "npm:^7.8.0" + "@babel/helper-plugin-utils": ^7.8.0 peerDependencies: "@babel/core": ^7.0.0-0 checksum: 10/7ed1c1d9b9e5b64ef028ea5e755c0be2d4e5e4e3d6cf7df757b9a8c4cfa4193d268176d0f1f7fbecdda6fe722885c7fda681f480f3741d8a2d26854736f05367 @@ -226,7 +226,7 @@ __metadata: version: 7.8.3 resolution: "@babel/plugin-syntax-bigint@npm:7.8.3" dependencies: - "@babel/helper-plugin-utils": "npm:^7.8.0" + "@babel/helper-plugin-utils": ^7.8.0 peerDependencies: "@babel/core": ^7.0.0-0 checksum: 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"@babel/plugin-syntax-json-strings@npm:7.8.3" dependencies: - "@babel/helper-plugin-utils": "npm:^7.8.0" + "@babel/helper-plugin-utils": ^7.8.0 peerDependencies: "@babel/core": ^7.0.0-0 checksum: 10/bf5aea1f3188c9a507e16efe030efb996853ca3cadd6512c51db7233cc58f3ac89ff8c6bdfb01d30843b161cfe7d321e1bf28da82f7ab8d7e6bc5464666f354a @@ -281,7 +281,7 @@ __metadata: version: 7.10.4 resolution: "@babel/plugin-syntax-logical-assignment-operators@npm:7.10.4" dependencies: - "@babel/helper-plugin-utils": "npm:^7.10.4" + "@babel/helper-plugin-utils": ^7.10.4 peerDependencies: "@babel/core": ^7.0.0-0 checksum: 10/aff33577037e34e515911255cdbb1fd39efee33658aa00b8a5fd3a4b903585112d037cce1cc9e4632f0487dc554486106b79ccd5ea63a2e00df4363f6d4ff886 @@ -292,7 +292,7 @@ __metadata: version: 7.8.3 resolution: "@babel/plugin-syntax-nullish-coalescing-operator@npm:7.8.3" dependencies: - "@babel/helper-plugin-utils": "npm:^7.8.0" + "@babel/helper-plugin-utils": ^7.8.0 peerDependencies: "@babel/core": ^7.0.0-0 checksum: 10/87aca4918916020d1fedba54c0e232de408df2644a425d153be368313fdde40d96088feed6c4e5ab72aac89be5d07fef2ddf329a15109c5eb65df006bf2580d1 @@ -303,7 +303,7 @@ __metadata: version: 7.10.4 resolution: "@babel/plugin-syntax-numeric-separator@npm:7.10.4" dependencies: - "@babel/helper-plugin-utils": "npm:^7.10.4" + "@babel/helper-plugin-utils": ^7.10.4 peerDependencies: "@babel/core": ^7.0.0-0 checksum: 10/01ec5547bd0497f76cc903ff4d6b02abc8c05f301c88d2622b6d834e33a5651aa7c7a3d80d8d57656a4588f7276eba357f6b7e006482f5b564b7a6488de493a1 @@ -314,7 +314,7 @@ __metadata: version: 7.8.3 resolution: "@babel/plugin-syntax-object-rest-spread@npm:7.8.3" dependencies: - "@babel/helper-plugin-utils": "npm:^7.8.0" + "@babel/helper-plugin-utils": ^7.8.0 peerDependencies: "@babel/core": ^7.0.0-0 checksum: 10/fddcf581a57f77e80eb6b981b10658421bc321ba5f0a5b754118c6a92a5448f12a0c336f77b8abf734841e102e5126d69110a306eadb03ca3e1547cab31f5cbf @@ -325,7 +325,7 @@ __metadata: version: 7.8.3 resolution: 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"@babel/plugin-syntax-top-level-await": ^7.8.3 peerDependencies: "@babel/core": ^7.0.0 checksum: 10/94561959cb12bfa80867c9eeeace7c3d48d61707d33e55b4c3fdbe82fc745913eb2dbfafca62aef297421b38aadcb58550e5943f50fbcebbeefd70ce2bed4b74 @@ -1275,8 +1275,8 @@ __metadata: version: 29.6.3 resolution: "babel-preset-jest@npm:29.6.3" dependencies: - babel-plugin-jest-hoist: "npm:^29.6.3" - babel-preset-current-node-syntax: "npm:^1.0.0" + babel-plugin-jest-hoist: ^29.6.3 + babel-preset-current-node-syntax: ^1.0.0 peerDependencies: "@babel/core": ^7.0.0 checksum: 10/aa4ff2a8a728d9d698ed521e3461a109a1e66202b13d3494e41eea30729a5e7cc03b3a2d56c594423a135429c37bf63a9fa8b0b9ce275298be3095a88c69f6fb @@ -1552,13 +1552,13 @@ __metadata: version: 29.7.0 resolution: "create-jest@npm:29.7.0" dependencies: - "@jest/types": "npm:^29.6.3" - chalk: "npm:^4.0.0" - exit: "npm:^0.1.2" - graceful-fs: "npm:^4.2.9" - jest-config: "npm:^29.7.0" - jest-util: "npm:^29.7.0" - prompts: "npm:^2.0.1" + "@jest/types": ^29.6.3 + chalk: ^4.0.0 + exit: ^0.1.2 + graceful-fs: ^4.2.9 + jest-config: ^29.7.0 + jest-util: ^29.7.0 + prompts: ^2.0.1 bin: create-jest: bin/create-jest.js checksum: 10/847b4764451672b4174be4d5c6d7d63442ec3aa5f3de52af924e4d996d87d7801c18e125504f25232fc75840f6625b3ac85860fac6ce799b5efae7bdcaf4a2b7 @@ -1587,7 +1587,7 @@ __metadata: version: 4.3.5 resolution: "debug@npm:4.3.5" dependencies: - ms: "npm:2.1.2" + ms: 2.1.2 peerDependenciesMeta: supports-color: optional: true @@ -1888,7 +1888,7 @@ __metadata: version: 2.3.3 resolution: "fsevents@patch:fsevents@npm%3A2.3.3#optional!builtin::version=2.3.3&hash=df0bf1" dependencies: - node-gyp: "npm:latest" + node-gyp: latest conditions: os=darwin languageName: node linkType: hard @@ -2049,8 +2049,8 @@ __metadata: version: 3.1.0 resolution: "import-local@npm:3.1.0" dependencies: - pkg-dir: "npm:^4.2.0" - resolve-cwd: "npm:^3.0.0" + pkg-dir: ^4.2.0 + resolve-cwd: ^3.0.0 bin: import-local-fixture: fixtures/cli.js checksum: 10/bfcdb63b5e3c0e245e347f3107564035b128a414c4da1172a20dc67db2504e05ede4ac2eee1252359f78b0bfd7b19ef180aec427c2fce6493ae782d73a04cddd @@ -2232,8 +2232,8 @@ __metadata: version: 3.4.3 resolution: "jackspeak@npm:3.4.3" dependencies: - "@isaacs/cliui": "npm:^8.0.2" - "@pkgjs/parseargs": "npm:^0.11.0" + "@isaacs/cliui": ^8.0.2 + "@pkgjs/parseargs": ^0.11.0 dependenciesMeta: "@pkgjs/parseargs": optional: true @@ -2298,17 +2298,17 @@ __metadata: version: 29.7.0 resolution: "jest-cli@npm:29.7.0" dependencies: - "@jest/core": "npm:^29.7.0" - "@jest/test-result": "npm:^29.7.0" - "@jest/types": "npm:^29.6.3" - chalk: "npm:^4.0.0" - create-jest: "npm:^29.7.0" - exit: "npm:^0.1.2" - import-local: "npm:^3.0.2" - jest-config: "npm:^29.7.0" - jest-util: "npm:^29.7.0" - jest-validate: "npm:^29.7.0" - yargs: "npm:^17.3.1" + "@jest/core": ^29.7.0 + "@jest/test-result": ^29.7.0 + "@jest/types": ^29.6.3 + chalk: ^4.0.0 + create-jest: ^29.7.0 + exit: ^0.1.2 + import-local: ^3.0.2 + jest-config: ^29.7.0 + jest-util: ^29.7.0 + jest-validate: ^29.7.0 + yargs: ^17.3.1 peerDependencies: node-notifier: ^8.0.1 || ^9.0.0 || ^10.0.0 peerDependenciesMeta: @@ -2324,28 +2324,28 @@ __metadata: version: 29.7.0 resolution: "jest-config@npm:29.7.0" dependencies: - "@babel/core": "npm:^7.11.6" - "@jest/test-sequencer": "npm:^29.7.0" - "@jest/types": "npm:^29.6.3" - babel-jest: "npm:^29.7.0" - chalk: "npm:^4.0.0" - ci-info: "npm:^3.2.0" - deepmerge: "npm:^4.2.2" - glob: "npm:^7.1.3" - graceful-fs: "npm:^4.2.9" - jest-circus: "npm:^29.7.0" - jest-environment-node: "npm:^29.7.0" - jest-get-type: "npm:^29.6.3" - jest-regex-util: "npm:^29.6.3" - jest-resolve: "npm:^29.7.0" - jest-runner: "npm:^29.7.0" - jest-util: "npm:^29.7.0" - jest-validate: "npm:^29.7.0" - micromatch: "npm:^4.0.4" - parse-json: "npm:^5.2.0" - pretty-format: "npm:^29.7.0" - slash: "npm:^3.0.0" - strip-json-comments: "npm:^3.1.1" + "@babel/core": ^7.11.6 + "@jest/test-sequencer": ^29.7.0 + "@jest/types": ^29.6.3 + babel-jest: ^29.7.0 + chalk: ^4.0.0 + ci-info: ^3.2.0 + deepmerge: ^4.2.2 + glob: ^7.1.3 + graceful-fs: ^4.2.9 + jest-circus: ^29.7.0 + jest-environment-node: ^29.7.0 + jest-get-type: ^29.6.3 + jest-regex-util: ^29.6.3 + jest-resolve: ^29.7.0 + jest-runner: ^29.7.0 + jest-util: ^29.7.0 + jest-validate: ^29.7.0 + micromatch: ^4.0.4 + parse-json: ^5.2.0 + pretty-format: ^29.7.0 + slash: ^3.0.0 + strip-json-comments: ^3.1.1 peerDependencies: "@types/node": "*" ts-node: ">=9.0.0" @@ -2417,18 +2417,18 @@ __metadata: version: 29.7.0 resolution: "jest-haste-map@npm:29.7.0" dependencies: - "@jest/types": "npm:^29.6.3" - "@types/graceful-fs": "npm:^4.1.3" - "@types/node": "npm:*" - anymatch: "npm:^3.0.3" - fb-watchman: "npm:^2.0.0" - fsevents: "npm:^2.3.2" - graceful-fs: "npm:^4.2.9" - jest-regex-util: "npm:^29.6.3" - jest-util: "npm:^29.7.0" - jest-worker: "npm:^29.7.0" - micromatch: "npm:^4.0.4" - walker: "npm:^1.0.8" + "@jest/types": ^29.6.3 + "@types/graceful-fs": ^4.1.3 + "@types/node": "*" + anymatch: ^3.0.3 + fb-watchman: ^2.0.0 + fsevents: ^2.3.2 + graceful-fs: ^4.2.9 + jest-regex-util: ^29.6.3 + jest-util: ^29.7.0 + jest-worker: ^29.7.0 + micromatch: ^4.0.4 + walker: ^1.0.8 dependenciesMeta: fsevents: optional: true @@ -2679,10 +2679,10 @@ __metadata: version: 29.7.0 resolution: "jest@npm:29.7.0" dependencies: - "@jest/core": "npm:^29.7.0" - "@jest/types": "npm:^29.6.3" - import-local: "npm:^3.0.2" - jest-cli: "npm:^29.7.0" + "@jest/core": ^29.7.0 + "@jest/types": ^29.6.3 + import-local: ^3.0.2 + jest-cli: ^29.7.0 peerDependencies: node-notifier: ^8.0.1 || ^9.0.0 || ^10.0.0 peerDependenciesMeta: @@ -2705,8 +2705,8 @@ __metadata: version: 3.14.1 resolution: "js-yaml@npm:3.14.1" dependencies: - argparse: "npm:^1.0.7" - esprima: "npm:^4.0.0" + argparse: ^1.0.7 + esprima: ^4.0.0 bin: js-yaml: bin/js-yaml.js checksum: 10/9e22d80b4d0105b9899135365f746d47466ed53ef4223c529b3c0f7a39907743fdbd3c4379f94f1106f02755b5e90b2faaf84801a891135544e1ea475d1a1379 @@ -2953,10 +2953,10 @@ __metadata: version: 3.0.5 resolution: "minipass-fetch@npm:3.0.5" dependencies: - encoding: "npm:^0.1.13" - minipass: "npm:^7.0.3" - minipass-sized: "npm:^1.0.3" - minizlib: "npm:^2.1.2" + encoding: ^0.1.13 + minipass: ^7.0.3 + minipass-sized: ^1.0.3 + minizlib: ^2.1.2 dependenciesMeta: encoding: optional: true @@ -3111,7 +3111,7 @@ __metadata: version: 7.2.1 resolution: "nopt@npm:7.2.1" dependencies: - abbrev: "npm:^2.0.0" + abbrev: ^2.0.0 bin: nopt: bin/nopt.js checksum: 10/95a1f6dec8a81cd18cdc2fed93e6f0b4e02cf6bdb4501c848752c6e34f9883d9942f036a5e3b21a699047d8a448562d891e67492df68ec9c373e6198133337ae @@ -3202,6 +3202,13 @@ __metadata: languageName: node linkType: hard +"package-json-from-dist@npm:^1.0.0": + version: 1.0.0 + resolution: "package-json-from-dist@npm:1.0.0" + checksum: ac706ec856a5a03f5261e4e48fa974f24feb044d51f84f8332e2af0af04fbdbdd5bbbfb9cbbe354190409bc8307c83a9e38c6672c3c8855f709afb0006a009ea + languageName: node + linkType: hard + "parse-json@npm:^5.2.0": version: 5.2.0 resolution: "parse-json@npm:5.2.0" @@ -3382,9 +3389,9 @@ __metadata: version: 1.22.8 resolution: "resolve@npm:1.22.8" dependencies: - is-core-module: "npm:^2.13.0" - path-parse: "npm:^1.0.7" - supports-preserve-symlinks-flag: "npm:^1.0.0" + is-core-module: ^2.13.0 + path-parse: ^1.0.7 + supports-preserve-symlinks-flag: ^1.0.0 bin: resolve: bin/resolve checksum: 10/c473506ee01eb45cbcfefb68652ae5759e092e6b0fb64547feadf9736a6394f258fbc6f88e00c5ca36d5477fbb65388b272432a3600fa223062e54333c156753 @@ -3395,9 +3402,9 @@ __metadata: version: 1.22.8 resolution: "resolve@patch:resolve@npm%3A1.22.8#optional!builtin::version=1.22.8&hash=c3c19d" dependencies: - is-core-module: "npm:^2.13.0" - path-parse: "npm:^1.0.7" - supports-preserve-symlinks-flag: "npm:^1.0.0" + is-core-module: ^2.13.0 + path-parse: ^1.0.7 + supports-preserve-symlinks-flag: ^1.0.0 bin: resolve: bin/resolve checksum: 10/f345cd37f56a2c0275e3fe062517c650bb673815d885e7507566df589375d165bbbf4bdb6aa95600a9bc55f4744b81f452b5a63f95b9f10a72787dba3c90890a @@ -3771,19 +3778,19 @@ __metadata: version: 10.9.2 resolution: "ts-node@npm:10.9.2" dependencies: - "@cspotcode/source-map-support": "npm:^0.8.0" - "@tsconfig/node10": "npm:^1.0.7" - "@tsconfig/node12": "npm:^1.0.7" - "@tsconfig/node14": "npm:^1.0.0" - "@tsconfig/node16": "npm:^1.0.2" - acorn: "npm:^8.4.1" - acorn-walk: "npm:^8.1.1" - arg: "npm:^4.1.0" - create-require: "npm:^1.1.0" - diff: "npm:^4.0.1" - make-error: "npm:^1.1.1" - v8-compile-cache-lib: "npm:^3.0.1" - yn: "npm:3.1.1" + "@cspotcode/source-map-support": ^0.8.0 + "@tsconfig/node10": ^1.0.7 + "@tsconfig/node12": ^1.0.7 + "@tsconfig/node14": ^1.0.0 + "@tsconfig/node16": ^1.0.2 + acorn: ^8.4.1 + acorn-walk: ^8.1.1 + arg: ^4.1.0 + create-require: ^1.1.0 + diff: ^4.0.1 + make-error: ^1.1.1 + v8-compile-cache-lib: ^3.0.1 + yn: 3.1.1 peerDependencies: "@swc/core": ">=1.2.50" "@swc/wasm": ">=1.2.50" @@ -3892,8 +3899,8 @@ __metadata: version: 1.1.0 resolution: "update-browserslist-db@npm:1.1.0" dependencies: - escalade: "npm:^3.1.2" - picocolors: "npm:^1.0.1" + escalade: ^3.1.2 + picocolors: ^1.0.1 peerDependencies: browserslist: ">= 4.21.0" bin: @@ -3933,7 +3940,7 @@ __metadata: version: 2.0.2 resolution: "which@npm:2.0.2" dependencies: - isexe: "npm:^2.0.0" + isexe: ^2.0.0 bin: node-which: ./bin/node-which checksum: 10/4782f8a1d6b8fc12c65e968fea49f59752bf6302dc43036c3bf87da718a80710f61a062516e9764c70008b487929a73546125570acea95c5b5dcc8ac3052c70f @@ -3944,7 +3951,7 @@ __metadata: version: 4.0.0 resolution: "which@npm:4.0.0" dependencies: - isexe: "npm:^3.1.1" + isexe: ^3.1.1 bin: node-which: bin/which.js checksum: 10/f17e84c042592c21e23c8195108cff18c64050b9efb8459589116999ea9da6dd1509e6a1bac3aeebefd137be00fabbb61b5c2bc0aa0f8526f32b58ee2f545651