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bindings : initial import of golang bindings (ggerganov#287)
* Initial import of golang bindings * Updated makefile rules * Updated bindings * Makefile update to add in more tests
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build | ||
models | ||
go.sum |
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MIT License | ||
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Copyright (c) 2022 David Thorpe | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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CMAKE := $(shell which cmake) | ||
BUILD_DIR := "build" | ||
MODELS_DIR := "models" | ||
EXAMPLES_DIR := $(wildcard examples/*) | ||
C_INCLUDE_PATH := "../.." | ||
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all: clean whisper examples | ||
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whisper: mkdir | ||
@echo Build whisper | ||
@${CMAKE} -S ../.. -B ${BUILD_DIR} -D BUILD_SHARED_LIBS=off -D WHISPER_NO_AVX2=on | ||
@${CMAKE} --build ${BUILD_DIR} --target whisper | ||
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test: model-small whisper | ||
@go mod tidy | ||
@go test -v . | ||
@go test -v ./pkg/whisper/... | ||
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examples: $(EXAMPLES_DIR) | ||
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model-small: mkdir examples/go-model-download | ||
@${BUILD_DIR}/go-model-download -out models small.en | ||
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$(EXAMPLES_DIR): mkdir whisper | ||
@echo Build example $(notdir $@) | ||
@go build ${BUILD_FLAGS} -o ${BUILD_DIR}/$(notdir $@) ./$@ | ||
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mkdir: | ||
@echo Mkdir ${BUILD_DIR} | ||
@install -d ${BUILD_DIR} | ||
@echo Mkdir ${MODELS_DIR} | ||
@install -d ${MODELS_DIR} | ||
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clean: | ||
@echo Clean | ||
@rm -fr $(BUILD_DIR) | ||
@go mod tidy | ||
@go clean |
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# Go bindings for Whisper | ||
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This package provides Go bindings for whisper.cpp. They have been tested on: | ||
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* Darwin (OS X) 12.6 on x64_64 | ||
* Debian Linux on arm64 | ||
* Fedora Linux on x86_64 | ||
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The "low level" bindings are in the `bindings/go` directory and there is a more | ||
Go-style package in the `bindings/go/pkg/whisper` directory. The most simple usage | ||
is as follows: | ||
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```go | ||
import ( | ||
"github.com/ggerganov/whisper.cpp/bindings/go/pkg/whisper" | ||
) | ||
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func main() { | ||
var modelpath string // Path to the model | ||
var samples []float32 // Samples to process | ||
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// Load the model | ||
model, err := whisper.New(modelpath) | ||
if err != nil { | ||
panic(err) | ||
} | ||
defer model.Close() | ||
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// Process samples | ||
context, err := model.NewContext() | ||
if err != nil { | ||
panic(err) | ||
} | ||
if err := context.Process(samples, nil); err != nil { | ||
return err | ||
} | ||
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// Print out the results | ||
for { | ||
segment, err := context.NextSegment() | ||
if err != nil { | ||
break | ||
} | ||
fmt.Printf("[%6s->%6s] %s\n", segment.Start, segment.End, segment.Text) | ||
} | ||
} | ||
``` | ||
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## Building & Testing | ||
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In order to build, you need to have the Go compiler installed. You can get it from [here](https://golang.org/dl/). Run the tests with: | ||
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```bash | ||
git clone https://github.com/ggerganov/whisper.cpp.git | ||
cd whisper.cpp/bindings/go | ||
make test | ||
``` | ||
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This will compile a static `libwhisper.a` in a `build` folder, download a model file, then run the tests. To build the examples: | ||
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```bash | ||
make examples | ||
``` | ||
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The examples are placed in the `build` directory. Once built, you can download all the models with the following command: | ||
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```bash | ||
./build/go-model-download -out models | ||
``` | ||
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And you can then test a model against samples with the following command: | ||
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```bash | ||
./build/go-whisper -model models/ggml-tiny.en.bin samples/jfk.wav | ||
``` | ||
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/* | ||
github.com/ggerganov/whisper.cpp/bindings/go | ||
provides a speech-to-text service bindings for the Go programming language. | ||
*/ | ||
package whisper |
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package main | ||
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import ( | ||
"context" | ||
"os" | ||
"os/signal" | ||
) | ||
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// ContextForSignal returns a context object which is cancelled when a signal | ||
// is received. It returns nil if no signal parameter is provided | ||
func ContextForSignal(signals ...os.Signal) context.Context { | ||
if len(signals) == 0 { | ||
return nil | ||
} | ||
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ch := make(chan os.Signal) | ||
ctx, cancel := context.WithCancel(context.Background()) | ||
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// Send message on channel when signal received | ||
signal.Notify(ch, signals...) | ||
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// When any signal received, call cancel | ||
go func() { | ||
<-ch | ||
cancel() | ||
}() | ||
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// Return success | ||
return ctx | ||
} |
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package main | ||
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import ( | ||
"context" | ||
"flag" | ||
"fmt" | ||
"io" | ||
"net/http" | ||
"net/url" | ||
"os" | ||
"path/filepath" | ||
"syscall" | ||
"time" | ||
) | ||
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/////////////////////////////////////////////////////////////////////////////// | ||
// CONSTANTS | ||
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const ( | ||
srcUrl = "https://huggingface.co/" // The location of the models | ||
srcPathPrefix = "/datasets/ggerganov/whisper.cpp/resolve/main/ggml" // Filename prefix | ||
srcExt = ".bin" // Filename extension | ||
bufSize = 1024 * 64 // Size of the buffer used for downloading the model | ||
) | ||
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var ( | ||
// The models which will be downloaded, if no model is specified as an argument | ||
modelNames = []string{"tiny.en", "tiny", "base.en", "base", "small.en", "small", "medium.en", "medium", "large-v1", "large"} | ||
) | ||
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var ( | ||
// The output folder. When not set, use current working directory. | ||
flagOut = flag.String("out", "", "Output folder") | ||
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// HTTP timeout parameter - will timeout if takes longer than this to download a model | ||
flagTimeout = flag.Duration("timeout", 30*time.Minute, "HTTP timeout") | ||
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// Quiet parameter - will not print progress if set | ||
flagQuiet = flag.Bool("quiet", false, "Quiet mode") | ||
) | ||
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/////////////////////////////////////////////////////////////////////////////// | ||
// MAIN | ||
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func main() { | ||
flag.Usage = func() { | ||
name := filepath.Base(flag.CommandLine.Name()) | ||
fmt.Fprintf(flag.CommandLine.Output(), "Usage: %s [options] <model>\n\n", name) | ||
flag.PrintDefaults() | ||
} | ||
flag.Parse() | ||
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// Get output path | ||
out, err := GetOut() | ||
if err != nil { | ||
fmt.Fprintln(os.Stderr, "Error:", err) | ||
os.Exit(-1) | ||
} | ||
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// Create context which quits on SIGINT or SIGQUIT | ||
ctx := ContextForSignal(os.Interrupt, syscall.SIGQUIT) | ||
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// Progress filehandle | ||
progress := os.Stdout | ||
if *flagQuiet { | ||
progress, err = os.Open(os.DevNull) | ||
if err != nil { | ||
fmt.Fprintln(os.Stderr, "Error:", err) | ||
os.Exit(-1) | ||
} | ||
defer progress.Close() | ||
} | ||
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// Download models - exit on error or interrupt | ||
for _, model := range GetModels() { | ||
url, err := URLForModel(model) | ||
if err != nil { | ||
fmt.Fprintln(os.Stderr, "Error:", err) | ||
continue | ||
} else if path, err := Download(ctx, progress, url, out); err == nil || err == io.EOF { | ||
continue | ||
} else if err == context.Canceled { | ||
os.Remove(path) | ||
fmt.Fprintln(progress, "\nInterrupted") | ||
break | ||
} else if err == context.DeadlineExceeded { | ||
os.Remove(path) | ||
fmt.Fprintln(progress, "Timeout downloading model") | ||
continue | ||
} else { | ||
os.Remove(path) | ||
fmt.Fprintln(os.Stderr, "Error:", err) | ||
break | ||
} | ||
} | ||
} | ||
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/////////////////////////////////////////////////////////////////////////////// | ||
// PUBLIC METHODS | ||
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// GetOut returns the path to the output directory | ||
func GetOut() (string, error) { | ||
if *flagOut == "" { | ||
return os.Getwd() | ||
} | ||
if info, err := os.Stat(*flagOut); err != nil { | ||
return "", err | ||
} else if !info.IsDir() { | ||
return "", fmt.Errorf("not a directory: %s", info.Name()) | ||
} else { | ||
return *flagOut, nil | ||
} | ||
} | ||
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// GetModels returns the list of models to download | ||
func GetModels() []string { | ||
if flag.NArg() == 0 { | ||
return modelNames | ||
} else { | ||
return flag.Args() | ||
} | ||
} | ||
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// URLForModel returns the URL for the given model on huggingface.co | ||
func URLForModel(model string) (string, error) { | ||
url, err := url.Parse(srcUrl) | ||
if err != nil { | ||
return "", err | ||
} else { | ||
url.Path = srcPathPrefix + "-" + model + srcExt | ||
} | ||
return url.String(), nil | ||
} | ||
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// Download downloads the model from the given URL to the given output directory | ||
func Download(ctx context.Context, p io.Writer, model, out string) (string, error) { | ||
// Create HTTP client | ||
client := http.Client{ | ||
Timeout: *flagTimeout, | ||
} | ||
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// Initiate the download | ||
req, err := http.NewRequest("GET", model, nil) | ||
if err != nil { | ||
return "", err | ||
} | ||
resp, err := client.Do(req) | ||
if err != nil { | ||
return "", err | ||
} | ||
defer resp.Body.Close() | ||
if resp.StatusCode != http.StatusOK { | ||
return "", fmt.Errorf("%s: %s", model, resp.Status) | ||
} | ||
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// If output file exists and is the same size as the model, skip | ||
path := filepath.Join(out, filepath.Base(model)) | ||
if info, err := os.Stat(path); err == nil && info.Size() == resp.ContentLength { | ||
fmt.Fprintln(p, "Skipping", model, "as it already exists") | ||
return "", nil | ||
} | ||
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// Create file | ||
w, err := os.Create(path) | ||
if err != nil { | ||
return "", err | ||
} | ||
defer w.Close() | ||
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// Report | ||
fmt.Fprintln(p, "Downloading", model, "to", out) | ||
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// Progressively download the model | ||
data := make([]byte, bufSize) | ||
count, pct := int64(0), int64(0) | ||
ticker := time.NewTicker(5 * time.Second) | ||
for { | ||
select { | ||
case <-ctx.Done(): | ||
// Cancelled, return error | ||
return path, ctx.Err() | ||
case <-ticker.C: | ||
pct = DownloadReport(p, pct, count, resp.ContentLength) | ||
default: | ||
// Read body | ||
n, err := resp.Body.Read(data) | ||
if err != nil { | ||
DownloadReport(p, pct, count, resp.ContentLength) | ||
return path, err | ||
} else if m, err := w.Write(data[:n]); err != nil { | ||
return path, err | ||
} else { | ||
count += int64(m) | ||
} | ||
} | ||
} | ||
} | ||
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// Report periodically reports the download progress when percentage changes | ||
func DownloadReport(w io.Writer, pct, count, total int64) int64 { | ||
pct_ := count * 100 / total | ||
if pct_ > pct { | ||
fmt.Fprintf(w, " ...%d MB written (%d%%)\n", count/1e6, pct_) | ||
} | ||
return pct_ | ||
} |
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