|  | // Copyright 2023 The Dawn & Tint Authors | 
|  | // | 
|  | // Redistribution and use in source and binary forms, with or without | 
|  | // modification, are permitted provided that the following conditions are met: | 
|  | // | 
|  | // 1. Redistributions of source code must retain the above copyright notice, this | 
|  | //    list of conditions and the following disclaimer. | 
|  | // | 
|  | // 2. Redistributions in binary form must reproduce the above copyright notice, | 
|  | //    this list of conditions and the following disclaimer in the documentation | 
|  | //    and/or other materials provided with the distribution. | 
|  | // | 
|  | // 3. Neither the name of the copyright holder nor the names of its | 
|  | //    contributors may be used to endorse or promote products derived from | 
|  | //    this software without specific prior written permission. | 
|  | // | 
|  | // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | 
|  | // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | 
|  | // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE | 
|  | // DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE | 
|  | // FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL | 
|  | // DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR | 
|  | // SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | 
|  | // CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, | 
|  | // OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | 
|  | // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | 
|  |  | 
|  | package transform | 
|  |  | 
|  | import ( | 
|  | "runtime" | 
|  | "sync" | 
|  | ) | 
|  |  | 
|  | // Map returns a new map by transforming each entry with the function fn | 
|  | func Map[IN_KEY comparable, IN_VAL any, OUT_KEY comparable, OUT_VAL any](in map[IN_KEY]IN_VAL, fn func(k IN_KEY, v IN_VAL) (OUT_KEY, OUT_VAL, error)) (map[OUT_KEY]OUT_VAL, error) { | 
|  | out := make(map[OUT_KEY]OUT_VAL, len(in)) | 
|  | errs := Errors{} | 
|  | for inKey, inValue := range in { | 
|  | outKey, outVal, err := fn(inKey, inValue) | 
|  | if err != nil { | 
|  | errs = append(errs, err) | 
|  | } | 
|  | out[outKey] = outVal | 
|  | } | 
|  |  | 
|  | if len(errs) > 0 { | 
|  | return nil, errs | 
|  | } | 
|  |  | 
|  | return out, nil | 
|  | } | 
|  |  | 
|  | type keyVal[K comparable, V any] struct { | 
|  | key K | 
|  | val V | 
|  | } | 
|  |  | 
|  | type keyValErr[K comparable, V any] struct { | 
|  | key K | 
|  | val V | 
|  | err error | 
|  | } | 
|  |  | 
|  | // GoMap returns a new map by transforming each element with the function | 
|  | // fn, called by multiple go-routines. | 
|  | func GoMap[IN_KEY comparable, IN_VAL any, OUT_KEY comparable, OUT_VAL any](in map[IN_KEY]IN_VAL, fn func(k IN_KEY, v IN_VAL) (OUT_KEY, OUT_VAL, error)) (map[OUT_KEY]OUT_VAL, error) { | 
|  | // Create a channel of input key-value pairs | 
|  | tasks := make(chan keyVal[IN_KEY, IN_VAL], 256) | 
|  | go func() { | 
|  | for k, v := range in { | 
|  | tasks <- keyVal[IN_KEY, IN_VAL]{k, v} | 
|  | } | 
|  | close(tasks) | 
|  | }() | 
|  |  | 
|  | // Kick a number of workers to process the elements | 
|  | results := make(chan keyValErr[OUT_KEY, OUT_VAL], 256) | 
|  | go func() { | 
|  | numWorkers := runtime.NumCPU() | 
|  | wg := sync.WaitGroup{} | 
|  | wg.Add(numWorkers) | 
|  | for worker := 0; worker < numWorkers; worker++ { | 
|  | go func() { | 
|  | defer wg.Done() | 
|  | for task := range tasks { | 
|  | outKey, outValue, err := fn(task.key, task.val) | 
|  | results <- keyValErr[OUT_KEY, OUT_VAL]{ | 
|  | key: outKey, | 
|  | val: outValue, | 
|  | err: err, | 
|  | } | 
|  | } | 
|  | }() | 
|  | } | 
|  | wg.Wait() | 
|  | close(results) | 
|  | }() | 
|  |  | 
|  | out := make(map[OUT_KEY]OUT_VAL, len(in)) | 
|  | errs := Errors{} | 
|  | for res := range results { | 
|  | if res.err != nil { | 
|  | errs = append(errs, res.err) | 
|  | } else { | 
|  | out[res.key] = res.val | 
|  | } | 
|  | } | 
|  |  | 
|  | if len(errs) > 0 { | 
|  | return nil, errs | 
|  | } | 
|  |  | 
|  | return out, nil | 
|  | } |