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+![conch](https://user-images.githubusercontent.com/12631702/210295964-785cc63d-d697-420c-99ff-f492eb81dec9.svg)
+
+# `conc`: better structured concurrency for go
+
+[![Go Reference](https://pkg.go.dev/badge/github.com/sourcegraph/conc.svg)](https://pkg.go.dev/github.com/sourcegraph/conc)
+[![Sourcegraph](https://img.shields.io/badge/view%20on-sourcegraph-A112FE?logo=data:image/png;base64,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)](https://sourcegraph.com/github.com/sourcegraph/conc)
+[![Go Report Card](https://goreportcard.com/badge/github.com/sourcegraph/conc)](https://goreportcard.com/report/github.com/sourcegraph/conc)
+[![codecov](https://codecov.io/gh/sourcegraph/conc/branch/main/graph/badge.svg?token=MQZTEA1QWT)](https://codecov.io/gh/sourcegraph/conc)
+[![Discord](https://img.shields.io/badge/discord-chat-%235765F2)](https://discord.gg/bvXQXmtRjN)
+
+`conc` is your toolbelt for structured concurrency in go, making common tasks
+easier and safer.
+
+```sh
+go get github.com/sourcegraph/conc
+```
+
+# At a glance
+
+- Use [`conc.WaitGroup`](https://pkg.go.dev/github.com/sourcegraph/conc#WaitGroup) if you just want a safer version of `sync.WaitGroup`
+- Use [`pool.Pool`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#Pool) if you want a concurrency-limited task runner
+- Use [`pool.ResultPool`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#ResultPool) if you want a concurrent task runner that collects task results
+- Use [`pool.(Result)?ErrorPool`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#ErrorPool) if your tasks are fallible
+- Use [`pool.(Result)?ContextPool`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#ContextPool) if your tasks should be canceled on failure
+- Use [`stream.Stream`](https://pkg.go.dev/github.com/sourcegraph/conc/stream#Stream) if you want to process an ordered stream of tasks in parallel with serial callbacks
+- Use [`iter.Map`](https://pkg.go.dev/github.com/sourcegraph/conc/iter#Map) if you want to concurrently map a slice
+- Use [`iter.ForEach`](https://pkg.go.dev/github.com/sourcegraph/conc/iter#ForEach) if you want to concurrently iterate over a slice
+- Use [`panics.Catcher`](https://pkg.go.dev/github.com/sourcegraph/conc/panics#Catcher) if you want to catch panics in your own goroutines
+
+All pools are created with
+[`pool.New()`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#New)
+or
+[`pool.NewWithResults[T]()`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#NewWithResults),
+then configured with methods:
+
+- [`p.WithMaxGoroutines()`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#Pool.MaxGoroutines) configures the maximum number of goroutines in the pool
+- [`p.WithErrors()`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#Pool.WithErrors) configures the pool to run tasks that return errors
+- [`p.WithContext(ctx)`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#Pool.WithContext) configures the pool to run tasks that should be canceled on first error
+- [`p.WithFirstError()`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#ErrorPool.WithFirstError) configures error pools to only keep the first returned error rather than an aggregated error
+- [`p.WithCollectErrored()`](https://pkg.go.dev/github.com/sourcegraph/conc/pool#ResultContextPool.WithCollectErrored) configures result pools to collect results even when the task errored
+
+# Goals
+
+The main goals of the package are:
+1) Make it harder to leak goroutines
+2) Handle panics gracefully
+3) Make concurrent code easier to read
+
+## Goal #1: Make it harder to leak goroutines
+
+A common pain point when working with goroutines is cleaning them up. It's
+really easy to fire off a `go` statement and fail to properly wait for it to
+complete.
+
+`conc` takes the opinionated stance that all concurrency should be scoped.
+That is, goroutines should have an owner and that owner should always
+ensure that its owned goroutines exit properly.
+
+In `conc`, the owner of a goroutine is always a `conc.WaitGroup`. Goroutines
+are spawned in a `WaitGroup` with `(*WaitGroup).Go()`, and
+`(*WaitGroup).Wait()` should always be called before the `WaitGroup` goes out
+of scope.
+
+In some cases, you might want a spawned goroutine to outlast the scope of the
+caller. In that case, you could pass a `WaitGroup` into the spawning function.
+
+```go
+func main() {
+ var wg conc.WaitGroup
+ defer wg.Wait()
+
+ startTheThing(&wg)
+}
+
+func startTheThing(wg *conc.WaitGroup) {
+ wg.Go(func() { ... })
+}
+```
+
+For some more discussion on why scoped concurrency is nice, check out [this
+blog
+post](https://vorpus.org/blog/notes-on-structured-concurrency-or-go-statement-considered-harmful/).
+
+## Goal #2: Handle panics gracefully
+
+A frequent problem with goroutines in long-running applications is handling
+panics. A goroutine spawned without a panic handler will crash the whole process
+on panic. This is usually undesirable.
+
+However, if you do add a panic handler to a goroutine, what do you do with the
+panic once you catch it? Some options:
+1) Ignore it
+2) Log it
+3) Turn it into an error and return that to the goroutine spawner
+4) Propagate the panic to the goroutine spawner
+
+Ignoring panics is a bad idea since panics usually mean there is actually
+something wrong and someone should fix it.
+
+Just logging panics isn't great either because then there is no indication to the spawner
+that something bad happened, and it might just continue on as normal even though your
+program is in a really bad state.
+
+Both (3) and (4) are reasonable options, but both require the goroutine to have
+an owner that can actually receive the message that something went wrong. This
+is generally not true with a goroutine spawned with `go`, but in the `conc`
+package, all goroutines have an owner that must collect the spawned goroutine.
+In the conc package, any call to `Wait()` will panic if any of the spawned goroutines
+panicked. Additionally, it decorates the panic value with a stacktrace from the child
+goroutine so that you don't lose information about what caused the panic.
+
+Doing this all correctly every time you spawn something with `go` is not
+trivial and it requires a lot of boilerplate that makes the important parts of
+the code more difficult to read, so `conc` does this for you.
+
+<table>
+<tr>
+<th><code>stdlib</code></th>
+<th><code>conc</code></th>
+</tr>
+<tr>
+<td>
+
+```go
+type caughtPanicError struct {
+ val any
+ stack []byte
+}
+
+func (e *caughtPanicError) Error() string {
+ return fmt.Sprintf(
+ "panic: %q\n%s",
+ e.val,
+ string(e.stack)
+ )
+}
+
+func main() {
+ done := make(chan error)
+ go func() {
+ defer func() {
+ if v := recover(); v != nil {
+ done <- &caughtPanicError{
+ val: v,
+ stack: debug.Stack()
+ }
+ } else {
+ done <- nil
+ }
+ }()
+ doSomethingThatMightPanic()
+ }()
+ err := <-done
+ if err != nil {
+ panic(err)
+ }
+}
+```
+</td>
+<td>
+
+```go
+func main() {
+ var wg conc.WaitGroup
+ wg.Go(doSomethingThatMightPanic)
+ // panics with a nice stacktrace
+ wg.Wait()
+}
+```
+</td>
+</tr>
+</table>
+
+## Goal #3: Make concurrent code easier to read
+
+Doing concurrency correctly is difficult. Doing it in a way that doesn't
+obfuscate what the code is actually doing is more difficult. The `conc` package
+attempts to make common operations easier by abstracting as much boilerplate
+complexity as possible.
+
+Want to run a set of concurrent tasks with a bounded set of goroutines? Use
+`pool.New()`. Want to process an ordered stream of results concurrently, but
+still maintain order? Try `stream.New()`. What about a concurrent map over
+a slice? Take a peek at `iter.Map()`.
+
+Browse some examples below for some comparisons with doing these by hand.
+
+# Examples
+
+Each of these examples forgoes propagating panics for simplicity. To see
+what kind of complexity that would add, check out the "Goal #2" header above.
+
+Spawn a set of goroutines and waiting for them to finish:
+
+<table>
+<tr>
+<th><code>stdlib</code></th>
+<th><code>conc</code></th>
+</tr>
+<tr>
+<td>
+
+```go
+func main() {
+ var wg sync.WaitGroup
+ for i := 0; i < 10; i++ {
+ wg.Add(1)
+ go func() {
+ defer wg.Done()
+ // crashes on panic!
+ doSomething()
+ }()
+ }
+ wg.Wait()
+}
+```
+</td>
+<td>
+
+```go
+func main() {
+ var wg conc.WaitGroup
+ for i := 0; i < 10; i++ {
+ wg.Go(doSomething)
+ }
+ wg.Wait()
+}
+```
+</td>
+</tr>
+</table>
+
+Process each element of a stream in a static pool of goroutines:
+
+<table>
+<tr>
+<th><code>stdlib</code></th>
+<th><code>conc</code></th>
+</tr>
+<tr>
+<td>
+
+```go
+func process(stream chan int) {
+ var wg sync.WaitGroup
+ for i := 0; i < 10; i++ {
+ wg.Add(1)
+ go func() {
+ defer wg.Done()
+ for elem := range stream {
+ handle(elem)
+ }
+ }()
+ }
+ wg.Wait()
+}
+```
+</td>
+<td>
+
+```go
+func process(stream chan int) {
+ p := pool.New().WithMaxGoroutines(10)
+ for elem := range stream {
+ elem := elem
+ p.Go(func() {
+ handle(elem)
+ })
+ }
+ p.Wait()
+}
+```
+</td>
+</tr>
+</table>
+
+Process each element of a slice in a static pool of goroutines:
+
+<table>
+<tr>
+<th><code>stdlib</code></th>
+<th><code>conc</code></th>
+</tr>
+<tr>
+<td>
+
+```go
+func process(values []int) {
+ feeder := make(chan int, 8)
+
+ var wg sync.WaitGroup
+ for i := 0; i < 10; i++ {
+ wg.Add(1)
+ go func() {
+ defer wg.Done()
+ for elem := range feeder {
+ handle(elem)
+ }
+ }()
+ }
+
+ for _, value := range values {
+ feeder <- value
+ }
+ close(feeder)
+ wg.Wait()
+}
+```
+</td>
+<td>
+
+```go
+func process(values []int) {
+ iter.ForEach(values, handle)
+}
+```
+</td>
+</tr>
+</table>
+
+Concurrently map a slice:
+
+<table>
+<tr>
+<th><code>stdlib</code></th>
+<th><code>conc</code></th>
+</tr>
+<tr>
+<td>
+
+```go
+func concMap(
+ input []int,
+ f func(int) int,
+) []int {
+ res := make([]int, len(input))
+ var idx atomic.Int64
+
+ var wg sync.WaitGroup
+ for i := 0; i < 10; i++ {
+ wg.Add(1)
+ go func() {
+ defer wg.Done()
+
+ for {
+ i := int(idx.Add(1) - 1)
+ if i >= len(input) {
+ return
+ }
+
+ res[i] = f(input[i])
+ }
+ }()
+ }
+ wg.Wait()
+ return res
+}
+```
+</td>
+<td>
+
+```go
+func concMap(
+ input []int,
+ f func(*int) int,
+) []int {
+ return iter.Map(input, f)
+}
+```
+</td>
+</tr>
+</table>
+
+Process an ordered stream concurrently:
+
+
+<table>
+<tr>
+<th><code>stdlib</code></th>
+<th><code>conc</code></th>
+</tr>
+<tr>
+<td>
+
+```go
+func mapStream(
+ in chan int,
+ out chan int,
+ f func(int) int,
+) {
+ tasks := make(chan func())
+ taskResults := make(chan chan int)
+
+ // Worker goroutines
+ var workerWg sync.WaitGroup
+ for i := 0; i < 10; i++ {
+ workerWg.Add(1)
+ go func() {
+ defer workerWg.Done()
+ for task := range tasks {
+ task()
+ }
+ }()
+ }
+
+ // Ordered reader goroutines
+ var readerWg sync.WaitGroup
+ readerWg.Add(1)
+ go func() {
+ defer readerWg.Done()
+ for result := range taskResults {
+ item := <-result
+ out <- item
+ }
+ }()
+
+ // Feed the workers with tasks
+ for elem := range in {
+ resultCh := make(chan int, 1)
+ taskResults <- resultCh
+ tasks <- func() {
+ resultCh <- f(elem)
+ }
+ }
+
+ // We've exhausted input.
+ // Wait for everything to finish
+ close(tasks)
+ workerWg.Wait()
+ close(taskResults)
+ readerWg.Wait()
+}
+```
+</td>
+<td>
+
+```go
+func mapStream(
+ in chan int,
+ out chan int,
+ f func(int) int,
+) {
+ s := stream.New().WithMaxGoroutines(10)
+ for elem := range in {
+ elem := elem
+ s.Go(func() stream.Callback {
+ res := f(elem)
+ return func() { out <- res }
+ })
+ }
+ s.Wait()
+}
+```
+</td>
+</tr>
+</table>
+
+# Status
+
+This package is currently pre-1.0. There are likely to be minor breaking
+changes before a 1.0 release as we stabilize the APIs and tweak defaults.
+Please open an issue if you have questions, concerns, or requests that you'd
+like addressed before the 1.0 release. Currently, a 1.0 is targeted for
+March 2023.