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* impl faiss agent * style: Format code with prettier and gofumpt * Add Faiss Agent Docs (#2050) * Add Faiss Agent Docs * apply suggestions --------- Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,59 @@ | ||
| // | ||
| // Copyright (C) 2019-2023 vdaas.org vald team <[email protected]> | ||
| // | ||
| // Licensed 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 | ||
| // | ||
| // https://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. | ||
| // | ||
|
|
||
| // Package main provides program main | ||
| package main | ||
|
|
||
| import ( | ||
| "context" | ||
|
|
||
| "github.com/vdaas/vald/internal/errors" | ||
| "github.com/vdaas/vald/internal/info" | ||
| "github.com/vdaas/vald/internal/log" | ||
| "github.com/vdaas/vald/internal/runner" | ||
| "github.com/vdaas/vald/internal/safety" | ||
| "github.com/vdaas/vald/pkg/agent/core/faiss/config" | ||
| "github.com/vdaas/vald/pkg/agent/core/faiss/usecase" | ||
| ) | ||
|
|
||
| const ( | ||
| maxVersion = "v0.0.10" | ||
| minVersion = "v0.0.0" | ||
| name = "agent faiss" | ||
| ) | ||
|
|
||
| func main() { | ||
| if err := safety.RecoverFunc(func() error { | ||
| return runner.Do( | ||
| context.Background(), | ||
| runner.WithName(name), | ||
| runner.WithVersion(info.Version, maxVersion, minVersion), | ||
| runner.WithConfigLoader(func(path string) (interface{}, *config.GlobalConfig, error) { | ||
| cfg, err := config.NewConfig(path) | ||
| if err != nil { | ||
| return nil, nil, errors.Wrap(err, "failed to load "+name+"'s configuration") | ||
| } | ||
| return cfg, &cfg.GlobalConfig, nil | ||
| }), | ||
| runner.WithDaemonInitializer(func(cfg interface{}) (runner.Runner, error) { | ||
| return usecase.New(cfg.(*config.Data)) | ||
| }), | ||
| ) | ||
| })(); err != nil { | ||
| log.Fatal(err, info.Get()) | ||
| return | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,123 @@ | ||
| # | ||
| # Copyright (C) 2019-2023 vdaas.org vald team <[email protected]> | ||
| # | ||
| # Licensed 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 | ||
| # | ||
| # https://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. | ||
| # | ||
|
|
||
| --- | ||
| version: v0.0.0 | ||
| time_zone: JST | ||
| logging: | ||
| format: raw | ||
| level: debug | ||
| logger: glg | ||
| server_config: | ||
| servers: | ||
| - name: grpc | ||
| host: 0.0.0.0 | ||
| port: 8081 | ||
| grpc: | ||
| bidirectional_stream_concurrency: 20 | ||
| connection_timeout: "" | ||
| header_table_size: 0 | ||
| initial_conn_window_size: 0 | ||
| initial_window_size: 0 | ||
| interceptors: [] | ||
| keepalive: | ||
| max_conn_age: "" | ||
| max_conn_age_grace: "" | ||
| max_conn_idle: "" | ||
| time: "" | ||
| timeout: "" | ||
| max_header_list_size: 0 | ||
| max_receive_message_size: 0 | ||
| max_send_message_size: 0 | ||
| read_buffer_size: 0 | ||
| write_buffer_size: 0 | ||
| mode: GRPC | ||
| probe_wait_time: 3s | ||
| restart: true | ||
| health_check_servers: | ||
| - name: readiness | ||
| host: 0.0.0.0 | ||
| port: 3001 | ||
| http: | ||
| handler_timeout: "" | ||
| idle_timeout: "" | ||
| read_header_timeout: "" | ||
| read_timeout: "" | ||
| shutdown_duration: 0s | ||
| write_timeout: "" | ||
| mode: "" | ||
| probe_wait_time: 3s | ||
| metrics_servers: | ||
| startup_strategy: | ||
| - grpc | ||
| - readiness | ||
| full_shutdown_duration: 600s | ||
| tls: | ||
| ca: /path/to/ca | ||
| cert: /path/to/cert | ||
| enabled: false | ||
| key: /path/to/key | ||
| observability: | ||
| enabled: false | ||
| collector: | ||
| duration: 5s | ||
| metrics: | ||
| enable_cgo: true | ||
| enable_goroutine: true | ||
| enable_memory: true | ||
| enable_version_info: true | ||
| version_info_labels: | ||
| - vald_version | ||
| - server_name | ||
| - git_commit | ||
| - build_time | ||
| - go_version | ||
| - go_os | ||
| - go_arch | ||
| - faiss_version | ||
| trace: | ||
| enabled: false | ||
| sampling_rate: 1 | ||
| prometheus: | ||
| enabled: false | ||
| endpoint: /metrics | ||
| namespace: vald | ||
| jaeger: | ||
| enabled: false | ||
| collector_endpoint: "" | ||
| agent_endpoint: "jaeger-agent.default.svc.cluster.local:6831" | ||
| username: "" | ||
| password: "" | ||
| service_name: "vald-agent-faiss" | ||
| buffer_max_count: 10 | ||
| faiss: | ||
| auto_index_check_duration: 30m | ||
| auto_index_duration_limit: 24h | ||
| auto_index_length: 100 | ||
| auto_save_index_duration: 35m | ||
| dimension: 64 | ||
| enable_copy_on_write: false | ||
| enable_in_memory_mode: true | ||
| enable_proactive_gc: true | ||
| index_path: "" | ||
| initial_delay_max_duration: 3m | ||
| load_index_timeout_factor: 1ms | ||
| m: 8 # dimension % m == 0, train size >= 2^m(or nlist) * minPointsPerCentroid | ||
| max_load_index_timeout: 10m | ||
| metric_type: "inner_product" | ||
| min_load_index_timeout: 3m | ||
| nbits_per_idx: 8 | ||
| nlist: 100 |
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