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feat: Add
milvusclient
package and migrate GoSDK (milvus-io#32907)
Related to milvus-io#31293 Signed-off-by: Congqi Xia <[email protected]>
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# Licensed to the LF AI & Data foundation under one | ||
# or more contributor license agreements. See the NOTICE file | ||
# distributed with this work for additional information | ||
# regarding copyright ownership. The ASF licenses this file | ||
# to you under the Apache License, Version 2.0 (the | ||
# "License"); you may not use this file except in compliance | ||
# with the License. You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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GO ?= go | ||
PWD := $(shell pwd) | ||
GOPATH := $(shell $(GO) env GOPATH) | ||
SHELL := /bin/bash | ||
OBJPREFIX := "github.com/milvus-io/milvus/cmd/milvus/v2" | ||
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# TODO pass golangci-lint path | ||
lint: | ||
@echo "Running lint checks..." | ||
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unittest: | ||
@echo "Running unittests..." | ||
@(env bash $(PWD)/scripts/run_unittest.sh) | ||
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generate-mockery: | ||
@echo "Generating mockery Milvus service server" | ||
@../bin/mockery --srcpkg=github.com/milvus-io/milvus-proto/go-api/v2/milvuspb --name=MilvusServiceServer --filename=mock_milvus_server_test.go --output=. --outpkg=client --with-expecter |
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reviewers: | ||
- congqixia | ||
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approvers: | ||
- maintainers | ||
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// Licensed to the LF AI & Data foundation under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
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package client | ||
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import ( | ||
"context" | ||
"fmt" | ||
"os" | ||
"strconv" | ||
"time" | ||
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"github.com/gogo/status" | ||
"google.golang.org/grpc" | ||
"google.golang.org/grpc/codes" | ||
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"github.com/milvus-io/milvus-proto/go-api/v2/commonpb" | ||
"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb" | ||
"github.com/milvus-io/milvus/client/v2/common" | ||
"github.com/milvus-io/milvus/client/v2/entity" | ||
"github.com/milvus-io/milvus/pkg/util/merr" | ||
) | ||
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type Client struct { | ||
conn *grpc.ClientConn | ||
service milvuspb.MilvusServiceClient | ||
config *ClientConfig | ||
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collCache *CollectionCache | ||
} | ||
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func New(ctx context.Context, config *ClientConfig) (*Client, error) { | ||
if err := config.parse(); err != nil { | ||
return nil, err | ||
} | ||
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c := &Client{ | ||
config: config, | ||
} | ||
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// Parse remote address. | ||
addr := c.config.getParsedAddress() | ||
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// Parse grpc options | ||
options := c.config.getDialOption() | ||
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// Connect the grpc server. | ||
if err := c.connect(ctx, addr, options...); err != nil { | ||
return nil, err | ||
} | ||
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c.collCache = NewCollectionCache(func(ctx context.Context, collName string) (*entity.Collection, error) { | ||
return c.DescribeCollection(ctx, NewDescribeCollectionOption(collName)) | ||
}) | ||
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return c, nil | ||
} | ||
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func (c *Client) Close(ctx context.Context) error { | ||
if c.conn == nil { | ||
return nil | ||
} | ||
err := c.conn.Close() | ||
if err != nil { | ||
return err | ||
} | ||
c.conn = nil | ||
c.service = nil | ||
return nil | ||
} | ||
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func (c *Client) connect(ctx context.Context, addr string, options ...grpc.DialOption) error { | ||
if addr == "" { | ||
return fmt.Errorf("address is empty") | ||
} | ||
conn, err := grpc.DialContext(ctx, addr, options...) | ||
if err != nil { | ||
return err | ||
} | ||
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c.conn = conn | ||
c.service = milvuspb.NewMilvusServiceClient(c.conn) | ||
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if !c.config.DisableConn { | ||
err = c.connectInternal(ctx) | ||
if err != nil { | ||
return err | ||
} | ||
} | ||
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return nil | ||
} | ||
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func (c *Client) connectInternal(ctx context.Context) error { | ||
hostName, err := os.Hostname() | ||
if err != nil { | ||
return err | ||
} | ||
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req := &milvuspb.ConnectRequest{ | ||
ClientInfo: &commonpb.ClientInfo{ | ||
SdkType: "Golang", | ||
SdkVersion: common.SDKVersion, | ||
LocalTime: time.Now().String(), | ||
User: c.config.Username, | ||
Host: hostName, | ||
}, | ||
} | ||
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resp, err := c.service.Connect(ctx, req) | ||
if err != nil { | ||
status, ok := status.FromError(err) | ||
if ok { | ||
if status.Code() == codes.Unimplemented { | ||
// disable unsupported feature | ||
c.config.addFlags( | ||
disableDatabase | | ||
disableJSON | | ||
disableParitionKey | | ||
disableDynamicSchema) | ||
} | ||
return nil | ||
} | ||
return err | ||
} | ||
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if !merr.Ok(resp.GetStatus()) { | ||
return merr.Error(resp.GetStatus()) | ||
} | ||
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c.config.setServerInfo(resp.GetServerInfo().GetBuildTags()) | ||
c.config.setIdentifier(strconv.FormatInt(resp.GetIdentifier(), 10)) | ||
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return nil | ||
} | ||
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func (c *Client) callService(fn func(milvusService milvuspb.MilvusServiceClient) error) error { | ||
service := c.service | ||
if service == nil { | ||
return merr.WrapErrServiceNotReady("SDK", 0, "not connected") | ||
} | ||
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return fn(c.service) | ||
} |
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package client | ||
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import ( | ||
"crypto/tls" | ||
"fmt" | ||
"math" | ||
"net/url" | ||
"regexp" | ||
"strings" | ||
"time" | ||
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"github.com/cockroachdb/errors" | ||
grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry" | ||
"google.golang.org/grpc" | ||
"google.golang.org/grpc/backoff" | ||
"google.golang.org/grpc/codes" | ||
"google.golang.org/grpc/credentials" | ||
"google.golang.org/grpc/credentials/insecure" | ||
"google.golang.org/grpc/keepalive" | ||
) | ||
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const ( | ||
disableDatabase uint64 = 1 << iota | ||
disableJSON | ||
disableDynamicSchema | ||
disableParitionKey | ||
) | ||
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var regexValidScheme = regexp.MustCompile(`^https?:\/\/`) | ||
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// DefaultGrpcOpts is GRPC options for milvus client. | ||
var DefaultGrpcOpts = []grpc.DialOption{ | ||
grpc.WithBlock(), | ||
grpc.WithKeepaliveParams(keepalive.ClientParameters{ | ||
Time: 5 * time.Second, | ||
Timeout: 10 * time.Second, | ||
PermitWithoutStream: true, | ||
}), | ||
grpc.WithConnectParams(grpc.ConnectParams{ | ||
Backoff: backoff.Config{ | ||
BaseDelay: 100 * time.Millisecond, | ||
Multiplier: 1.6, | ||
Jitter: 0.2, | ||
MaxDelay: 3 * time.Second, | ||
}, | ||
MinConnectTimeout: 3 * time.Second, | ||
}), | ||
} | ||
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// ClientConfig for milvus client. | ||
type ClientConfig struct { | ||
Address string // Remote address, "localhost:19530". | ||
Username string // Username for auth. | ||
Password string // Password for auth. | ||
DBName string // DBName for this client. | ||
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EnableTLSAuth bool // Enable TLS Auth for transport security. | ||
APIKey string // API key | ||
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DialOptions []grpc.DialOption // Dial options for GRPC. | ||
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// RetryRateLimit *RetryRateLimitOption // option for retry on rate limit inteceptor | ||
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DisableConn bool | ||
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identifier string // Identifier for this connection | ||
ServerVersion string // ServerVersion | ||
parsedAddress *url.URL | ||
flags uint64 // internal flags | ||
} | ||
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func (cfg *ClientConfig) parse() error { | ||
// Prepend default fake tcp:// scheme for remote address. | ||
address := cfg.Address | ||
if !regexValidScheme.MatchString(address) { | ||
address = fmt.Sprintf("tcp://%s", address) | ||
} | ||
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remoteURL, err := url.Parse(address) | ||
if err != nil { | ||
return errors.Wrap(err, "milvus address parse fail") | ||
} | ||
// Remote Host should never be empty. | ||
if remoteURL.Host == "" { | ||
return errors.New("empty remote host of milvus address") | ||
} | ||
// Use DBName in remote url path. | ||
if cfg.DBName == "" { | ||
cfg.DBName = strings.TrimLeft(remoteURL.Path, "/") | ||
} | ||
// Always enable tls auth for https remote url. | ||
if remoteURL.Scheme == "https" { | ||
cfg.EnableTLSAuth = true | ||
} | ||
if remoteURL.Port() == "" && cfg.EnableTLSAuth { | ||
remoteURL.Host += ":443" | ||
} | ||
cfg.parsedAddress = remoteURL | ||
return nil | ||
} | ||
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// Get parsed remote milvus address, should be called after parse was called. | ||
func (c *ClientConfig) getParsedAddress() string { | ||
return c.parsedAddress.Host | ||
} | ||
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// useDatabase change the inner db name. | ||
func (c *ClientConfig) useDatabase(dbName string) { | ||
c.DBName = dbName | ||
} | ||
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// useDatabase change the inner db name. | ||
func (c *ClientConfig) setIdentifier(identifier string) { | ||
c.identifier = identifier | ||
} | ||
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func (c *ClientConfig) setServerInfo(serverInfo string) { | ||
c.ServerVersion = serverInfo | ||
} | ||
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// Get parsed grpc dial options, should be called after parse was called. | ||
func (c *ClientConfig) getDialOption() []grpc.DialOption { | ||
options := c.DialOptions | ||
if c.DialOptions == nil { | ||
// Add default connection options. | ||
options = make([]grpc.DialOption, len(DefaultGrpcOpts)) | ||
copy(options, DefaultGrpcOpts) | ||
} | ||
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// Construct dial option. | ||
if c.EnableTLSAuth { | ||
options = append(options, grpc.WithTransportCredentials(credentials.NewTLS(&tls.Config{}))) | ||
} else { | ||
options = append(options, grpc.WithTransportCredentials(insecure.NewCredentials())) | ||
} | ||
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options = append(options, | ||
grpc.WithChainUnaryInterceptor(grpc_retry.UnaryClientInterceptor( | ||
grpc_retry.WithMax(6), | ||
grpc_retry.WithBackoff(func(attempt uint) time.Duration { | ||
return 60 * time.Millisecond * time.Duration(math.Pow(3, float64(attempt))) | ||
}), | ||
grpc_retry.WithCodes(codes.Unavailable, codes.ResourceExhausted)), | ||
// c.getRetryOnRateLimitInterceptor(), | ||
)) | ||
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// options = append(options, grpc.WithChainUnaryInterceptor( | ||
// createMetaDataUnaryInterceptor(c), | ||
// )) | ||
return options | ||
} | ||
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// func (c *ClientConfig) getRetryOnRateLimitInterceptor() grpc.UnaryClientInterceptor { | ||
// if c.RetryRateLimit == nil { | ||
// c.RetryRateLimit = c.defaultRetryRateLimitOption() | ||
// } | ||
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// return RetryOnRateLimitInterceptor(c.RetryRateLimit.MaxRetry, c.RetryRateLimit.MaxBackoff, func(ctx context.Context, attempt uint) time.Duration { | ||
// return 10 * time.Millisecond * time.Duration(math.Pow(3, float64(attempt))) | ||
// }) | ||
// } | ||
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// func (c *ClientConfig) defaultRetryRateLimitOption() *RetryRateLimitOption { | ||
// return &RetryRateLimitOption{ | ||
// MaxRetry: 75, | ||
// MaxBackoff: 3 * time.Second, | ||
// } | ||
// } | ||
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// addFlags set internal flags | ||
func (c *ClientConfig) addFlags(flags uint64) { | ||
c.flags |= flags | ||
} | ||
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// hasFlags check flags is set | ||
func (c *ClientConfig) hasFlags(flags uint64) bool { | ||
return (c.flags & flags) > 0 | ||
} | ||
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func (c *ClientConfig) resetFlags(flags uint64) { | ||
c.flags &= ^flags | ||
} |
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