mirror of
https://github.com/nushell/nushell
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b6e84879b6
- closes #14330 Related: - #2607 - #14019 - #14316 # Description This PR changes `group-by` to support grouping by multiple `grouper` arguments. # Changes - No grouper: no change in behavior - Single grouper - `--to-table=false`: no change in behavior - `--to-table=true`: - closure grouper: named group0 - cell-path grouper: named after the cell-path - Multiple groupers: - `--to-table=false`: nested groups - `--to-table=true`: one column for each grouper argument, followed by the `items` column - columns corresponding to cell-paths are named after them - columns corresponding to closure groupers are named `group{i}` where `i` is the index of the grouper argument # Examples ```nushell > [1 3 1 3 2 1 1] | group-by ╭───┬───────────╮ │ │ ╭───┬───╮ │ │ 1 │ │ 0 │ 1 │ │ │ │ │ 1 │ 1 │ │ │ │ │ 2 │ 1 │ │ │ │ │ 3 │ 1 │ │ │ │ ╰───┴───╯ │ │ │ ╭───┬───╮ │ │ 3 │ │ 0 │ 3 │ │ │ │ │ 1 │ 3 │ │ │ │ ╰───┴───╯ │ │ │ ╭───┬───╮ │ │ 2 │ │ 0 │ 2 │ │ │ │ ╰───┴───╯ │ ╰───┴───────────╯ > [1 3 1 3 2 1 1] | group-by --to-table ╭─#─┬─group─┬───items───╮ │ 0 │ 1 │ ╭───┬───╮ │ │ │ │ │ 0 │ 1 │ │ │ │ │ │ 1 │ 1 │ │ │ │ │ │ 2 │ 1 │ │ │ │ │ │ 3 │ 1 │ │ │ │ │ ╰───┴───╯ │ │ 1 │ 3 │ ╭───┬───╮ │ │ │ │ │ 0 │ 3 │ │ │ │ │ │ 1 │ 3 │ │ │ │ │ ╰───┴───╯ │ │ 2 │ 2 │ ╭───┬───╮ │ │ │ │ │ 0 │ 2 │ │ │ │ │ ╰───┴───╯ │ ╰─#─┴─group─┴───items───╯ > [1 3 1 3 2 1 1] | group-by { $in >= 2 } ╭───────┬───────────╮ │ │ ╭───┬───╮ │ │ false │ │ 0 │ 1 │ │ │ │ │ 1 │ 1 │ │ │ │ │ 2 │ 1 │ │ │ │ │ 3 │ 1 │ │ │ │ ╰───┴───╯ │ │ │ ╭───┬───╮ │ │ true │ │ 0 │ 3 │ │ │ │ │ 1 │ 3 │ │ │ │ │ 2 │ 2 │ │ │ │ ╰───┴───╯ │ ╰───────┴───────────╯ > [1 3 1 3 2 1 1] | group-by { $in >= 2 } --to-table ╭─#─┬─group0─┬───items───╮ │ 0 │ false │ ╭───┬───╮ │ │ │ │ │ 0 │ 1 │ │ │ │ │ │ 1 │ 1 │ │ │ │ │ │ 2 │ 1 │ │ │ │ │ │ 3 │ 1 │ │ │ │ │ ╰───┴───╯ │ │ 1 │ true │ ╭───┬───╮ │ │ │ │ │ 0 │ 3 │ │ │ │ │ │ 1 │ 3 │ │ │ │ │ │ 2 │ 2 │ │ │ │ │ ╰───┴───╯ │ ╰─#─┴─group0─┴───items───╯ ``` ```nushell let data = [ [name, lang, year]; [andres, rb, "2019"], [jt, rs, "2019"], [storm, rs, "2021"] ] > $data ╭─#─┬──name──┬─lang─┬─year─╮ │ 0 │ andres │ rb │ 2019 │ │ 1 │ jt │ rs │ 2019 │ │ 2 │ storm │ rs │ 2021 │ ╰─#─┴──name──┴─lang─┴─year─╯ ``` ```nushell > $data | group-by lang ╭────┬──────────────────────────────╮ │ │ ╭─#─┬──name──┬─lang─┬─year─╮ │ │ rb │ │ 0 │ andres │ rb │ 2019 │ │ │ │ ╰─#─┴──name──┴─lang─┴─year─╯ │ │ │ ╭─#─┬─name──┬─lang─┬─year─╮ │ │ rs │ │ 0 │ jt │ rs │ 2019 │ │ │ │ │ 1 │ storm │ rs │ 2021 │ │ │ │ ╰─#─┴─name──┴─lang─┴─year─╯ │ ╰────┴──────────────────────────────╯ ``` Group column is now named after the grouper, to allow multiple groupers. ```nushell > $data | group-by lang --to-table # column names changed! ╭─#─┬─lang─┬────────────items─────────────╮ │ 0 │ rb │ ╭─#─┬──name──┬─lang─┬─year─╮ │ │ │ │ │ 0 │ andres │ rb │ 2019 │ │ │ │ │ ╰─#─┴──name──┴─lang─┴─year─╯ │ │ 1 │ rs │ ╭─#─┬─name──┬─lang─┬─year─╮ │ │ │ │ │ 0 │ jt │ rs │ 2019 │ │ │ │ │ │ 1 │ storm │ rs │ 2021 │ │ │ │ │ ╰─#─┴─name──┴─lang─┴─year─╯ │ ╰─#─┴─lang─┴────────────items─────────────╯ ``` Grouping by multiple columns makes finer grained aggregations possible. ```nushell > $data | group-by lang year --to-table ╭─#─┬─lang─┬─year─┬────────────items─────────────╮ │ 0 │ rb │ 2019 │ ╭─#─┬──name──┬─lang─┬─year─╮ │ │ │ │ │ │ 0 │ andres │ rb │ 2019 │ │ │ │ │ │ ╰─#─┴──name──┴─lang─┴─year─╯ │ │ 1 │ rs │ 2019 │ ╭─#─┬─name─┬─lang─┬─year─╮ │ │ │ │ │ │ 0 │ jt │ rs │ 2019 │ │ │ │ │ │ ╰─#─┴─name─┴─lang─┴─year─╯ │ │ 2 │ rs │ 2021 │ ╭─#─┬─name──┬─lang─┬─year─╮ │ │ │ │ │ │ 0 │ storm │ rs │ 2021 │ │ │ │ │ │ ╰─#─┴─name──┴─lang─┴─year─╯ │ ╰─#─┴─lang─┴─year─┴────────────items─────────────╯ ``` Grouping by multiple columns, without `--to-table` returns a nested structure. This is equivalent to `$data | group-by year | split-by lang`, making `split-by` obsolete. ```nushell > $data | group-by lang year ╭────┬─────────────────────────────────────────╮ │ │ ╭──────┬──────────────────────────────╮ │ │ rb │ │ │ ╭─#─┬──name──┬─lang─┬─year─╮ │ │ │ │ │ 2019 │ │ 0 │ andres │ rb │ 2019 │ │ │ │ │ │ │ ╰─#─┴──name──┴─lang─┴─year─╯ │ │ │ │ ╰──────┴──────────────────────────────╯ │ │ │ ╭──────┬─────────────────────────────╮ │ │ rs │ │ │ ╭─#─┬─name─┬─lang─┬─year─╮ │ │ │ │ │ 2019 │ │ 0 │ jt │ rs │ 2019 │ │ │ │ │ │ │ ╰─#─┴─name─┴─lang─┴─year─╯ │ │ │ │ │ │ ╭─#─┬─name──┬─lang─┬─year─╮ │ │ │ │ │ 2021 │ │ 0 │ storm │ rs │ 2021 │ │ │ │ │ │ │ ╰─#─┴─name──┴─lang─┴─year─╯ │ │ │ │ ╰──────┴─────────────────────────────╯ │ ╰────┴─────────────────────────────────────────╯ ``` From #2607: > Here's a couple more examples without much explanation. This one shows adding two grouping keys. I'm always wanting to add more columns when using group-by and it just-work™️ `gb.exe -f movies-2.csv -k 3,2 -s 7 --skip_header` > > ``` > k:3 | k:2 | count | sum:7 > -----------------------+-----------+-------+-------------------- > 20th Century Fox | Drama | 1 | 117.09 > 20th Century Fox | Romance | 1 | 39.66 > CBS | Comedy | 1 | 77.09 > Disney | Animation | 4 | 1264.23 > Disney | Comedy | 4 | 950.27 > Fox | Comedy | 5 | 661.85 > Independent | Comedy | 7 | 399.07 > Independent | Drama | 4 | 69.75 > Independent | Romance | 7 | 1048.75 > Independent | romance | 1 | 29.37 > ... > ``` This example can be achieved like this: ```nushell > open movies-2.csv | group-by "Lead Studio" Genre --to-table | insert count {get items | length} | insert sum { get items."Worldwide Gross" | math sum} | reject items | sort-by "Lead Studio" Genre ╭─#──┬──────Lead Studio──────┬───Genre───┬─count─┬───sum───╮ │ 0 │ 20th Century Fox │ Drama │ 1 │ 117.09 │ │ 1 │ 20th Century Fox │ Romance │ 1 │ 39.66 │ │ 2 │ CBS │ Comedy │ 1 │ 77.09 │ │ 3 │ Disney │ Animation │ 4 │ 1264.23 │ │ 4 │ Disney │ Comedy │ 4 │ 950.27 │ │ 5 │ Fox │ Comedy │ 5 │ 661.85 │ │ 6 │ Fox │ comedy │ 1 │ 60.72 │ │ 7 │ Independent │ Comedy │ 7 │ 399.07 │ │ 8 │ Independent │ Drama │ 4 │ 69.75 │ │ 9 │ Independent │ Romance │ 7 │ 1048.75 │ │ 10 │ Independent │ romance │ 1 │ 29.37 │ ... ```
385 lines
13 KiB
Text
385 lines
13 KiB
Text
use std/log
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export-env {
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# Place NU_FORMAT... environment variables in module-scope
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export use std/log *
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}
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def "nu-complete threads" [] {
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seq 1 (sys cpu | length)
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}
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# Here we store the map of annotations internal names and the annotation actually used during test creation
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# The reason we do that is to allow annotations to be easily renamed without modifying rest of the code
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# Functions with no annotations or with annotations not on the list are rejected during module evaluation
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# test and test-skip annotations may be used multiple times throughout the module as the function names are stored in a list
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# Other annotations should only be used once within a module file
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# If you find yourself in need of multiple before- or after- functions it's a sign your test suite probably needs redesign
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def valid-annotations [] {
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{
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"#[test]": "test",
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"#[ignore]": "test-skip",
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"#[before-each]": "before-each"
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"#[before-all]": "before-all"
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"#[after-each]": "after-each"
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"#[after-all]": "after-all"
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}
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}
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# Returns a table containing the list of function names together with their annotations (comments above the declaration)
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def get-annotated [
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file: path
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] path -> table<function_name: string, annotation: string> {
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let raw_file = (
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open $file
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| lines
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| enumerate
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| flatten
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)
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$raw_file
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| where item starts-with def and index > 0
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| insert annotation {|x|
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$raw_file
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| get ($x.index - 1)
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| get item
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| str trim
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}
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| where annotation in (valid-annotations|columns)
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| reject index
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| update item {
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split column --collapse-empty ' '
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| get column2.0
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}
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| rename function_name
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}
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# Takes table of function names and their annotations such as the one returned by get-annotated
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#
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# Returns a record where keys are internal names of valid annotations and values are corresponding function names
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# Annotations that allow multiple functions are of type list<string>
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# Other annotations are of type string
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# Result gets merged with the template record so that the output shape remains consistent regardless of the table content
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def create-test-record [] nothing -> record<before-each: string, after-each: string, before-all: string, after-all: string, test: list<string>, test-skip: list<string>> {
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let input = $in
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let template_record = {
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before-each: '',
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before-all: '',
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after-each: '',
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after-all: '',
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test-skip: []
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}
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let test_record = (
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$input
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| update annotation {|x|
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valid-annotations
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| get $x.annotation
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}
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| group-by --to-table annotation
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| update items {|x|
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$x.items.function_name
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| if $x.annotation in ["test", "test-skip"] {
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$in
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} else {
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get 0
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}
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}
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| transpose --ignore-titles -r -d
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)
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$template_record
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| merge $test_record
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}
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def throw-error [error: record] {
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error make {
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msg: $"(ansi red)($error.msg)(ansi reset)"
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label: {
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text: ($error.label)
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span: $error.span
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}
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}
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}
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# show a test record in a pretty way
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#
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# `$in` must be a `record<file: string, module: string, name: string, pass: bool>`.
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#
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# the output would be like
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# - "<indentation> x <module> <test>" all in red if failed
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# - "<indentation> s <module> <test>" all in yellow if skipped
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# - "<indentation> <module> <test>" all in green if passed
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def show-pretty-test [indent: int = 4] {
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let test = $in
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[
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(1..$indent | each {" "} | str join)
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(match $test.result {
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"pass" => { ansi green },
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"skip" => { ansi yellow },
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_ => { ansi red }
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})
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(match $test.result {
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"pass" => " ",
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"skip" => "s",
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_ => { char failed }
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})
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" "
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$"($test.name) ($test.test)"
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(ansi reset)
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] | str join
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}
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# Takes a test record and returns the execution result
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# Test is executed via following steps:
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# * Public function with random name is generated that runs specified test in try/catch block
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# * Module file is opened
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# * Random public function is appended to the end of the file
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# * Modified file is saved under random name
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# * Nu subprocess is spawned
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# * Inside subprocess the modified file is imported and random function called
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# * Output of the random function is serialized into nuon and returned to parent process
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# * Modified file is removed
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def run-test [
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test: record
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] {
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let test_file_name = (random chars --length 10)
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let test_function_name = (random chars --length 10)
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let rendered_module_path = ({parent: ($test.file|path dirname), stem: $test_file_name, extension: nu}| path join)
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let test_function = $"
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export def ($test_function_name) [] {
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($test.before-each)
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try {
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$context | ($test.test)
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($test.after-each)
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} catch { |err|
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($test.after-each)
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$err | get raw
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}
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}
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"
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open $test.file
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| lines
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| append ($test_function)
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| str join (char nl)
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| save $rendered_module_path
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let result = (
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^$nu.current-exe --no-config-file -c $"use ($rendered_module_path) *; ($test_function_name)|to nuon"
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| complete
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)
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rm $rendered_module_path
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return $result
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}
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# Takes a module record and returns a table with following columns:
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#
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# * file - path to file under test
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# * name - name of the module under test
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# * test - name of specific test
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# * result - test execution result
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def run-tests-for-module [
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module: record<file: path name: string before-each: string after-each: string before-all: string after-all: string test: list test-skip: list>
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threads: int
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] -> table<file: path, name: string, test: string, result: string> {
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let global_context = if not ($module.before-all|is-empty) {
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log info $"Running before-all for module ($module.name)"
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run-test {
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file: $module.file,
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before-each: 'let context = {}',
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after-each: '',
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test: $module.before-all
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}
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| if $in.exit_code == 0 {
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$in.stdout
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} else {
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throw-error {
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msg: "Before-all failed"
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label: "Failure in test setup"
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span: (metadata $in | get span)
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}
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}
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} else {
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{}
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}
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# since tests are skipped based on their annotation and never actually executed we can generate their list in advance
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let skipped_tests = (
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if not ($module.test-skip|is-empty) {
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$module
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| update test $module.test-skip
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| reject test-skip
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| flatten
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| insert result 'skip'
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} else {
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[]
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}
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)
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let tests = (
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$module
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| reject test-skip
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| flatten test
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| update before-each {|x|
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if not ($module.before-each|is-empty) {
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$"let context = \(($global_context)|merge \(($module.before-each)\)\)"
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} else {
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$"let context = ($global_context)"
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}
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}
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| update after-each {|x|
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if not ($module.after-each|is-empty) {
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$"$context | ($module.after-each)"
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} else {
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''
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}
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}
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| par-each --threads $threads {|test|
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log info $"Running ($test.test) in module ($module.name)"
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log debug $"Global context is ($global_context)"
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$test|insert result {|x|
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run-test $test
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| if $in.exit_code == 0 {
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'pass'
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} else {
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'fail'
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}
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}
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}
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| append $skipped_tests
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| select file name test result
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)
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if not ($module.after-all|is-empty) {
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log info $"Running after-all for module ($module.name)"
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run-test {
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file: $module.file,
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before-each: $"let context = ($global_context)",
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after-each: '',
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test: $module.after-all
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}
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}
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return $tests
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}
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# Run tests for nushell code
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#
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# By default all detected tests are executed
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# Test list can be filtered out by specifying either path to search for, name of the module to run tests for or specific test name
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# In order for a function to be recognized as a test by the test runner it needs to be annotated with # test
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# Following annotations are supported by the test runner:
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# * test - test case to be executed during test run
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# * test-skip - test case to be skipped during test run
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# * before-all - function to run at the beginning of test run. Returns a global context record that is piped into every test function
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# * before-each - function to run before every test case. Returns a per-test context record that is merged with global context and piped into test functions
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# * after-each - function to run after every test case. Receives the context record just like the test cases
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# * after-all - function to run after all test cases have been executed. Receives the global context record
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export def run-tests [
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--path: path, # Path to look for tests. Default: current directory.
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--module: string, # Test module to run. Default: all test modules found.
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--test: string, # Pattern to use to include tests. Default: all tests found in the files.
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--exclude: string, # Pattern to use to exclude tests. Default: no tests are excluded
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--exclude-module: string, # Pattern to use to exclude test modules. Default: No modules are excluded
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--list, # list the selected tests without running them.
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--threads: int@"nu-complete threads", # Amount of threads to use for parallel execution. Default: All threads are utilized
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] {
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let available_threads = (sys cpu | length)
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# Can't use pattern matching here due to https://github.com/nushell/nushell/issues/9198
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let threads = (if $threads == null {
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$available_threads
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} else if $threads < 1 {
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1
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} else if $threads <= $available_threads {
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$threads
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} else {
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$available_threads
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})
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let module_search_pattern = ('**' | path join ({
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stem: ($module | default "*")
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extension: nu
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} | path join))
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let path = if $path == null {
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$env.PWD
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} else {
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if not ($path | path exists) {
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throw-error {
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msg: "directory_not_found"
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label: "no such directory"
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span: (metadata $path | get span)
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}
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}
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$path
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}
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if not ($module | is-empty) {
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try { ls ($path | path join $module_search_pattern) | null } catch {
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throw-error {
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msg: "module_not_found"
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label: $"no such module in ($path)"
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span: (metadata $module | get span)
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}
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}
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}
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let modules = (
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ls ($path | path join $module_search_pattern | into glob)
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| par-each --threads $threads {|row|
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{
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file: $row.name
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name: ($row.name | path parse | get stem)
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commands: (get-annotated $row.name)
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}
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}
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| filter {|x| ($x.commands|length) > 0}
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| upsert commands {|module|
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$module.commands
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| create-test-record
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}
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| flatten
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| filter {|x| ($x.test|length) > 0}
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| filter {|x| if ($exclude_module|is-empty) {true} else {$x.name !~ $exclude_module}}
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| filter {|x| if ($test|is-empty) {true} else {$x.test|any {|y| $y =~ $test}}}
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| filter {|x| if ($module|is-empty) {true} else {$module == $x.name}}
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| update test {|x|
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$x.test
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| filter {|y| if ($test|is-empty) {true} else {$y =~ $test}}
|
|
| filter {|y| if ($exclude|is-empty) {true} else {$y !~ $exclude}}
|
|
}
|
|
)
|
|
if $list {
|
|
return $modules
|
|
}
|
|
|
|
if ($modules | is-empty) {
|
|
error make --unspanned {msg: "no test to run"}
|
|
}
|
|
|
|
let results = (
|
|
$modules
|
|
| par-each --threads $threads {|module|
|
|
run-tests-for-module $module $threads
|
|
}
|
|
| flatten
|
|
)
|
|
if ($results | any {|x| $x.result == fail}) {
|
|
let text = ([
|
|
$"(ansi purple)some tests did not pass (char lparen)see complete errors below(char rparen):(ansi reset)"
|
|
""
|
|
($results | par-each --threads $threads {|test| ($test | show-pretty-test 4)} | str join "\n")
|
|
""
|
|
] | str join "\n")
|
|
|
|
error make --unspanned { msg: $text }
|
|
}
|
|
}
|