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feat: Add unfold command (#10489)
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# Description
<!--
Thank you for improving Nushell. Please, check our [contributing
guide](../CONTRIBUTING.md) and talk to the core team before making major
changes.
Description of your pull request goes here. **Provide examples and/or
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> [!NOTE]
> This PR description originally used examples where the `generator`
closure returned a list. It has since been updated to use records
instead.
The `unfold` command allows users to dynamically generate streams of
data. The stream is generated by repeatedly invoking a `generator`
closure. The `generator` closure accepts a single argument and returns a
record containing two optional keys: 'out' and 'next'. Each invocation,
the 'out' value, if present, is added to the stream. If a 'next' key is
present, it is used as the next argument to the closure, otherwise
generation stops.
The name "unfold" is borrowed from other functional-programming
languages. Whereas `fold` (or `reduce`) takes a stream of values and
outputs a single value, `unfold` takes a single value and outputs a
stream of values.
### Examples
A common example of using `unfold` is to generate a fibbonacci sequence.
See
[here](6ffdac103c/src/sources.rs (L65)
)
for an example of this in rust's `itertools`.
```nushell
> unfold [0, 1] {|fib| {out: $fib.0, next: [$fib.1, ($fib.0 + $fib.1)]} } | first 10
───┬────
0 │ 0
1 │ 1
2 │ 1
3 │ 2
4 │ 3
5 │ 5
6 │ 8
7 │ 13
8 │ 21
9 │ 34
───┴────
```
This command is particularly useful when consuming paginated APIs, like
Github's. Previously, nushell users might use a loop and buffer
responses into a list, before returning all responses at once. However,
this behavior is not desirable if the result result is very large. Using
`unfold` avoids buffering and allows subsequent pipeline stages to use
the data concurrently, as it's being fetched.
#### Before
```nushell
mut pages = []
for page in 1.. {
let resp = http get (
{
scheme: https,
host: "api.github.com",
path: "/repos/nushell/nushell/issues",
params: {
page: $page,
per_page: $PAGE_SIZE
}
} | url join)
$pages = ($pages | append $resp)
if ($resp | length) < $PAGE_SIZE {
break
}
}
$pages
```
#### After
```nu
unfold 1 {|page|
let resp = http get (
{
scheme: https,
host: "api.github.com",
path: "/repos/nushell/nushell/issues",
params: {
page: $page,
per_page: $PAGE_SIZE
}
} | url join)
if ($resp | length) < $PAGE_SIZE {
{out: $resp}
} else {
{out: $resp, next: ($page + 1)}
}
}
```
# User-Facing Changes
<!-- List of all changes that impact the user experience here. This
helps us keep track of breaking changes. -->
- An `unfold` generator is added to the default context.
# Tests + Formatting
<!--
Don't forget to add tests that cover your changes.
Make sure you've run and fixed any issues with these commands:
- `cargo fmt --all -- --check` to check standard code formatting (`cargo
fmt --all` applies these changes)
- `cargo clippy --workspace -- -D warnings -D clippy::unwrap_used` to
check that you're using the standard code style
- `cargo test --workspace` to check that all tests pass (on Windows make
sure to [enable developer
mode](https://learn.microsoft.com/en-us/windows/apps/get-started/developer-mode-features-and-debugging))
- `cargo run -- -c "use std testing; testing run-tests --path
crates/nu-std"` to run the tests for the standard library
> **Note**
> from `nushell` you can also use the `toolkit` as follows
> ```bash
> use toolkit.nu # or use an `env_change` hook to activate it
automatically
> toolkit check pr
> ```
-->
# After Submitting
<!-- If your PR had any user-facing changes, update [the
documentation](https://github.com/nushell/nushell.github.io) after the
PR is merged, if necessary. This will help us keep the docs up to date.
-->
Given the complexity of the `generator` closure's return value, it would
be good to document the semantics of `unfold` and provide some in-depth
examples showcasing what it can accomplish.
This commit is contained in:
parent
7eaa6d01ab
commit
fa2e6e5d53
@ -382,6 +382,7 @@ pub fn add_shell_command_context(mut engine_state: EngineState) -> EngineState {
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Seq,
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SeqDate,
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SeqChar,
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Unfold,
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};
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// Hash
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|
@ -9,9 +9,9 @@ pub fn test_examples(cmd: impl Command + 'static) {
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#[cfg(test)]
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mod test_examples {
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use super::super::{
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Ansi, Date, Enumerate, Filter, Flatten, From, Get, Into, IntoDatetime, IntoString, Math,
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MathRound, ParEach, Path, PathParse, Random, Sort, SortBy, Split, SplitColumn, SplitRow,
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Str, StrJoin, StrLength, StrReplace, Update, Url, Values, Wrap,
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Ansi, Date, Enumerate, Filter, First, Flatten, From, Get, Into, IntoDatetime, IntoString,
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Math, MathRound, ParEach, Path, PathParse, Random, Sort, SortBy, Split, SplitColumn,
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SplitRow, Str, StrJoin, StrLength, StrReplace, Update, Url, Values, Wrap,
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};
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use crate::{Each, To};
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use nu_cmd_lang::example_support::{
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@ -71,6 +71,7 @@ mod test_examples {
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working_set.add_decl(Box::new(Echo));
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working_set.add_decl(Box::new(Enumerate));
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working_set.add_decl(Box::new(Filter));
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working_set.add_decl(Box::new(First));
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working_set.add_decl(Box::new(Flatten));
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working_set.add_decl(Box::new(From));
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working_set.add_decl(Box::new(Get));
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@ -2,8 +2,10 @@ mod cal;
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mod seq;
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mod seq_char;
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mod seq_date;
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mod unfold;
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pub use cal::Cal;
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pub use seq::Seq;
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pub use seq_char::SeqChar;
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pub use seq_date::SeqDate;
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pub use unfold::Unfold;
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|
231
crates/nu-command/src/generators/unfold.rs
Normal file
231
crates/nu-command/src/generators/unfold.rs
Normal file
@ -0,0 +1,231 @@
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use itertools::unfold;
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use nu_engine::{eval_block_with_early_return, CallExt};
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use nu_protocol::ast::Call;
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use nu_protocol::engine::{Closure, Command, EngineState, Stack};
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use nu_protocol::{
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Category, Example, IntoInterruptiblePipelineData, IntoPipelineData, PipelineData, ShellError,
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Signature, Span, Spanned, SyntaxShape, Type, Value,
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};
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#[derive(Clone)]
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pub struct Unfold;
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impl Command for Unfold {
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fn name(&self) -> &str {
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"unfold"
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}
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fn signature(&self) -> Signature {
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Signature::build("unfold")
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.input_output_types(vec![
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(Type::Nothing, Type::List(Box::new(Type::Any))),
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(
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Type::List(Box::new(Type::Any)),
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Type::List(Box::new(Type::Any)),
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),
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])
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.required("initial", SyntaxShape::Any, "initial value")
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.required(
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"closure",
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SyntaxShape::Closure(Some(vec![SyntaxShape::Any])),
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"generator function",
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)
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.allow_variants_without_examples(true)
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.category(Category::Generators)
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}
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fn usage(&self) -> &str {
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"Generate a list of values by successively invoking a closure."
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}
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fn extra_usage(&self) -> &str {
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r#"The generator closure accepts a single argument and returns a record
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containing two optional keys: 'out' and 'next'. Each invocation, the 'out'
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value, if present, is added to the stream. If a 'next' key is present, it is
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used as the next argument to the closure, otherwise generation stops.
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"#
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}
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fn search_terms(&self) -> Vec<&str> {
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vec!["generate", "stream"]
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}
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fn examples(&self) -> Vec<Example> {
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vec![
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Example {
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example: "unfold 0 {|i| if $i <= 10 { {out: $i, next: ($i + 2)} }}",
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description: "Generate a sequence of numbers",
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result: Some(Value::list(
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vec![
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Value::test_int(0),
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Value::test_int(2),
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Value::test_int(4),
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Value::test_int(6),
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Value::test_int(8),
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Value::test_int(10),
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],
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Span::test_data(),
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)),
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},
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Example {
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example: "unfold [0, 1] {|fib| {out: $fib.0, next: [$fib.1, ($fib.0 + $fib.1)]} } | first 10",
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description: "Generate a stream of fibonacci numbers",
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result: Some(Value::list(
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vec![
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Value::test_int(0),
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Value::test_int(1),
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Value::test_int(1),
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Value::test_int(2),
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Value::test_int(3),
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Value::test_int(5),
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Value::test_int(8),
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Value::test_int(13),
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Value::test_int(21),
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Value::test_int(34),
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],
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Span::test_data(),
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)),
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},
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]
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}
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fn run(
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&self,
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engine_state: &EngineState,
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stack: &mut Stack,
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call: &Call,
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_input: PipelineData,
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) -> Result<PipelineData, ShellError> {
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let initial: Value = call.req(engine_state, stack, 0)?;
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let capture_block: Spanned<Closure> = call.req(engine_state, stack, 1)?;
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let block_span = capture_block.span;
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let block = engine_state.get_block(capture_block.item.block_id).clone();
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let ctrlc = engine_state.ctrlc.clone();
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let engine_state = engine_state.clone();
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let mut stack = stack.captures_to_stack(&capture_block.item.captures);
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let orig_env_vars = stack.env_vars.clone();
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let orig_env_hidden = stack.env_hidden.clone();
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let redirect_stdout = call.redirect_stdout;
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let redirect_stderr = call.redirect_stderr;
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// A type of Option<S> is used to represent state. Invocation
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// will stop on None. Using Option<S> allows functions to output
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// one final value before stopping.
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let iter = unfold(Some(initial), move |state| {
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let arg = match state {
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Some(state) => state.clone(),
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None => return None,
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};
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// with_env() is used here to ensure that each iteration uses
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// a different set of environment variables.
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// Hence, a 'cd' in the first loop won't affect the next loop.
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stack.with_env(&orig_env_vars, &orig_env_hidden);
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if let Some(var) = block.signature.get_positional(0) {
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if let Some(var_id) = &var.var_id {
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stack.add_var(*var_id, arg.clone());
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}
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}
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let (output, next_input) = match eval_block_with_early_return(
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&engine_state,
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&mut stack,
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&block,
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arg.into_pipeline_data(),
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redirect_stdout,
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redirect_stderr,
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) {
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// no data -> output nothing and stop.
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Ok(PipelineData::Empty) => (None, None),
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Ok(PipelineData::Value(value, ..)) => {
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let span = value.span();
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match value {
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// {out: ..., next: ...} -> output and continue
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Value::Record { val, .. } => {
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let iter = val.into_iter();
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let mut out = None;
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let mut next = None;
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let mut err = None;
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for (k, v) in iter {
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if k.to_lowercase() == "out" {
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out = Some(v);
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} else if k.to_lowercase() == "next" {
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next = Some(v);
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} else {
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let error = ShellError::GenericError(
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"Invalid block return".to_string(),
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format!("Unexpected record key '{}'", k),
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Some(span),
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None,
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Vec::new(),
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);
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err = Some(Value::error(error, block_span));
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break;
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}
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}
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if err.is_some() {
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(err, None)
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} else {
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(out, next)
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}
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}
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// some other value -> error and stop
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_ => {
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let error = ShellError::GenericError(
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"Invalid block return".to_string(),
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format!("Expected record, found {}", value.get_type()),
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Some(span),
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None,
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Vec::new(),
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);
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(Some(Value::error(error, block_span)), None)
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}
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}
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}
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Ok(other) => {
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let val = other.into_value(block_span);
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let error = ShellError::GenericError(
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"Invalid block return".to_string(),
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format!("Expected record, found {}", val.get_type()),
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Some(val.span()),
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None,
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Vec::new(),
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);
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(Some(Value::error(error, block_span)), None)
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}
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// error -> error and stop
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Err(error) => (Some(Value::error(error, block_span)), None),
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};
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// We use `state` to control when to stop, not `output`. By wrapping
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// it in a `Some`, we allow the generator to output `None` as a valid output
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// value.
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*state = next_input;
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Some(output)
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});
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Ok(iter.flatten().into_pipeline_data(ctrlc))
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}
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}
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#[cfg(test)]
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mod test {
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use super::*;
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#[test]
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fn test_examples() {
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use crate::test_examples;
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test_examples(Unfold {})
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}
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}
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@ -103,6 +103,7 @@ mod touch;
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mod transpose;
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mod try_;
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mod ucp;
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mod unfold;
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mod uniq;
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mod uniq_by;
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mod update;
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102
crates/nu-command/tests/commands/unfold.rs
Normal file
102
crates/nu-command/tests/commands/unfold.rs
Normal file
@ -0,0 +1,102 @@
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use nu_test_support::{nu, pipeline};
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#[test]
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fn unfold_no_next_break() {
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let actual =
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nu!("unfold 1 {|x| if $x == 3 { {out: $x}} else { {out: $x, next: ($x + 1)} }} | to nuon");
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assert_eq!(actual.out, "[1, 2, 3]");
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}
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#[test]
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fn unfold_null_break() {
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let actual = nu!("unfold 1 {|x| if $x <= 3 { {out: $x, next: ($x + 1)} }} | to nuon");
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assert_eq!(actual.out, "[1, 2, 3]");
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}
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#[test]
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fn unfold_allows_empty_output() {
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let actual = nu!(pipeline(
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r#"
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unfold 0 {|x|
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if $x == 1 {
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{next: ($x + 1)}
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} else if $x < 3 {
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{out: $x, next: ($x + 1)}
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}
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} | to nuon
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"#
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));
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assert_eq!(actual.out, "[0, 2]");
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}
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#[test]
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fn unfold_allows_no_output() {
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let actual = nu!(pipeline(
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r#"
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unfold 0 {|x|
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if $x < 3 {
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{next: ($x + 1)}
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}
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} | to nuon
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"#
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));
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assert_eq!(actual.out, "[]");
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}
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#[test]
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fn unfold_allows_null_state() {
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let actual = nu!(pipeline(
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r#"
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unfold 0 {|x|
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if $x == null {
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{out: "done"}
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} else if $x < 1 {
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{out: "going", next: ($x + 1)}
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} else {
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{out: "stopping", next: null}
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}
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} | to nuon
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"#
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));
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assert_eq!(actual.out, "[going, stopping, done]");
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}
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#[test]
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fn unfold_allows_null_output() {
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let actual = nu!(pipeline(
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r#"
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unfold 0 {|x|
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if $x == 3 {
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{out: "done"}
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} else {
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{out: null, next: ($x + 1)}
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}
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} | to nuon
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"#
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));
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assert_eq!(actual.out, "[null, null, null, done]");
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}
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#[test]
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fn unfold_disallows_extra_keys() {
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let actual = nu!("unfold 0 {|x| {foo: bar, out: $x}}");
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assert!(actual.err.contains("Invalid block return"));
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}
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#[test]
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fn unfold_disallows_list() {
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let actual = nu!("unfold 0 {|x| [$x, ($x + 1)]}");
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assert!(actual.err.contains("Invalid block return"));
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}
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#[test]
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fn unfold_disallows_primitive() {
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let actual = nu!("unfold 0 {|x| 1}");
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assert!(actual.err.contains("Invalid block return"));
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}
|
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