diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml index c40ab36..43ea1da 100644 --- a/.github/workflows/go.yml +++ b/.github/workflows/go.yml @@ -60,3 +60,8 @@ jobs: run: | cd examples/semantic-search-arxiv-openai go build -v ./... + + - name: S3 export/import + run: | + cd examples/s3-export-import + go build -v ./... diff --git a/README.md b/README.md index 65426a1..b793630 100644 --- a/README.md +++ b/README.md @@ -159,6 +159,7 @@ For the full interface see the Godoc: + 3. Log in with user `minioadmin` and password `minioadmin` + 4. Use the web UI to create a bucket named `mybucket` +2. Set the OpenAI API key in your env as `OPENAI_API_KEY` +3. `go run .` + +You can also check and see the exported DB as `chromem.gob.gz`. + +To stop the MinIO server run `docker stop minio`. + +## Output + +```text +2024/05/04 19:24:07 Successfully exported DB to S3 storage. +2024/05/04 19:24:07 Imported collection with 1 documents +2024/05/04 19:24:07 Successfully imported DB from S3 storage. +``` diff --git a/examples/s3-export-import/go.mod b/examples/s3-export-import/go.mod new file mode 100644 index 0000000..2fadc3a --- /dev/null +++ b/examples/s3-export-import/go.mod @@ -0,0 +1,47 @@ +module github.com/philippgille/chromem-go/examples/s3-export-import + +go 1.21 + +require ( + github.com/philippgille/chromem-go v0.0.0 + gocloud.dev v0.37.0 +) + +replace github.com/philippgille/chromem-go => ./../.. + +require ( + github.com/aws/aws-sdk-go v1.50.36 // indirect + github.com/aws/aws-sdk-go-v2 v1.25.3 // indirect + github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.1 // indirect + github.com/aws/aws-sdk-go-v2/config v1.27.7 // indirect + github.com/aws/aws-sdk-go-v2/credentials v1.17.7 // indirect + github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.15.3 // indirect + github.com/aws/aws-sdk-go-v2/feature/s3/manager v1.16.9 // indirect + github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.3 // indirect + github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.3 // indirect + github.com/aws/aws-sdk-go-v2/internal/ini v1.8.0 // indirect + github.com/aws/aws-sdk-go-v2/internal/v4a v1.3.3 // indirect + github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.11.1 // indirect + github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.3.5 // indirect + github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.11.5 // indirect + github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.17.3 // indirect + github.com/aws/aws-sdk-go-v2/service/s3 v1.51.4 // indirect + github.com/aws/aws-sdk-go-v2/service/sso v1.20.2 // indirect + github.com/aws/aws-sdk-go-v2/service/ssooidc v1.23.2 // indirect + github.com/aws/aws-sdk-go-v2/service/sts v1.28.4 // indirect + github.com/aws/smithy-go v1.20.1 // indirect + github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect + github.com/golang/protobuf v1.5.4 // indirect + github.com/google/wire v0.6.0 // indirect + github.com/googleapis/gax-go/v2 v2.12.2 // indirect + github.com/jmespath/go-jmespath v0.4.0 // indirect + go.opencensus.io v0.24.0 // indirect + golang.org/x/net v0.22.0 // indirect + golang.org/x/sys v0.18.0 // indirect + golang.org/x/text v0.14.0 // indirect + golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect + google.golang.org/api v0.169.0 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20240311173647-c811ad7063a7 // indirect + google.golang.org/grpc v1.62.1 // indirect + google.golang.org/protobuf v1.33.0 // indirect +) diff --git a/examples/s3-export-import/go.sum b/examples/s3-export-import/go.sum new 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+honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= diff --git a/examples/s3-export-import/main.go b/examples/s3-export-import/main.go new file mode 100644 index 0000000..99b6919 --- /dev/null +++ b/examples/s3-export-import/main.go @@ -0,0 +1,134 @@ +package main + +import ( + "context" + "log" + "os" + + "github.com/philippgille/chromem-go" + "gocloud.dev/blob" + _ "gocloud.dev/blob/s3blob" +) + +func main() { + ctx := context.Background() + + // As S3-style storage we use a local MinIO instance in this example. It has + // default credentials which we set in environment variables in order to be + // read when calling `blob.OpenBucket`, because that call implies using the + // AWS SDK default "shared config" loader. + // That loader checks the environment variables, but can also fall back to a + // file in `~/.aws/config` from `aws sso login` or similar. + // See https://docs.aws.amazon.com/sdk-for-go/v1/developer-guide/configuring-sdk.html#specifying-credentials + // for details about credential loading. + err := os.Setenv("AWS_ACCESS_KEY_ID", "minioadmin") + if err != nil { + panic(err) + } + err = os.Setenv("AWS_SECRET_ACCESS_KEY", "minioadmin") + if err != nil { + panic(err) + } + // A region configuration is also required. Alternatively it can be passed in + // the connection string with "®ion=us-west-1" for example. + err = os.Setenv("AWS_DEFAULT_REGION", "us-west-1") + if err != nil { + panic(err) + } + + // Export DB + err = exportDB(ctx) + if err != nil { + panic(err) + } + log.Println("Successfully exported DB to S3 storage.") + + // Import DB + err = importDB(ctx) + if err != nil { + panic(err) + } + log.Println("Successfully imported DB from S3 storage.") +} + +func exportDB(ctx context.Context) error { + // Create and fill DB + db := chromem.NewDB() + c, err := db.CreateCollection("knowledge-base", nil, nil) + if err != nil { + return err + } + err = c.AddDocument(ctx, chromem.Document{ + ID: "1", + Content: "The sky is blue because of Rayleigh scattering.", + }) + if err != nil { + return err + } + + // Open S3 bucket. We're using a local MinIO instance here, but it can be any + // S3-compatible storage. We're also using the gocloud.dev/blob package instead + // of the AWS SDK for Go directly, because it provides a unified Writer/Reader + // API for different cloud storage providers. + bucket, err := blob.OpenBucket(ctx, "s3://mybucket?"+ + "endpoint=localhost:9000&"+ + "disableSSL=true&"+ + "s3ForcePathStyle=true") + if err != nil { + return err + } + + // Create writer to an S3 object + w, err := bucket.NewWriter(ctx, "chromem.gob.gz", nil) + if err != nil { + return err + } + // Instead of deferring w.Close() here, we close it at the end of the function + // to handle its errors, as the close is important for the actual write to happen + // and can lead to errors such as "The specified bucket does not exist" etc. + // Another option is to use a named return value and defer a function that + // overwrites the error with the close error or uses [errors.Join] or similar. + + // Persist the DB to the S3 object + err = db.ExportToWriter(w, true, "") + if err != nil { + return err + } + + return w.Close() +} + +func importDB(ctx context.Context) error { + // Open S3 bucket. We're using a local MinIO instance here, but it can be any + // S3-compatible storage. We're also using the gocloud.dev/blob package instead + // of the AWS SDK for Go directly, because it provides a unified Writer/Reader + // API for different cloud storage providers. + bucket, err := blob.OpenBucket(ctx, "s3://mybucket?"+ + "endpoint=localhost:9000&"+ + "disableSSL=true&"+ + "s3ForcePathStyle=true") + if err != nil { + return err + } + + // Open reader to the S3 object + r, err := bucket.NewReader(ctx, "chromem.gob.gz", nil) + if err != nil { + return err + } + defer r.Close() + + // Create empty DB + db := chromem.NewDB() + + // Import the DB from the S3 object + err = db.ImportFromReader(r, "") + if err != nil { + return err + } + + c := db.GetCollection("knowledge-base", nil) + log.Printf("Imported collection with %d documents\n", c.Count()) + + return nil +} diff --git a/examples/webassembly/README.md b/examples/webassembly/README.md index 2b73106..bc090ee 100644 --- a/examples/webassembly/README.md +++ b/examples/webassembly/README.md @@ -2,6 +2,8 @@ Go can compile to WebAssembly, which you can then use from JavaScript in a Browser or similar environments (Node, Deno, Bun etc.). You could also target WASI (WebAssembly System Interface) and run it in a standalone runtime (wazero, wasmtime, Wasmer), but in this example we focus on the Browser use case. +## How to run + 1. Compile the `chromem-go` WASM binding to WebAssembly: 1. `cd /path/to/chromem-go/wasm` 2. `GOOS=js GOARCH=wasm go build -o ../examples/webassembly/chromem-go.wasm`