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| // _ _ | |
| // __ _____ __ ___ ___ __ _| |_ ___ | |
| // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ | |
| // \ V V / __/ (_| |\ V /| | (_| | || __/ | |
| // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| | |
| // | |
| // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. | |
| // | |
| // CONTACT: [email protected] | |
| // | |
| package modner | |
| import ( | |
| "context" | |
| "net/http" | |
| "os" | |
| "time" | |
| "github.com/pkg/errors" | |
| "github.com/sirupsen/logrus" | |
| "github.com/weaviate/weaviate/entities/modulecapabilities" | |
| "github.com/weaviate/weaviate/entities/moduletools" | |
| neradditional "github.com/weaviate/weaviate/modules/ner-transformers/additional" | |
| neradditionaltoken "github.com/weaviate/weaviate/modules/ner-transformers/additional/tokens" | |
| "github.com/weaviate/weaviate/modules/ner-transformers/clients" | |
| "github.com/weaviate/weaviate/modules/ner-transformers/ent" | |
| ) | |
| func New() *NERModule { | |
| return &NERModule{} | |
| } | |
| type NERModule struct { | |
| ner nerClient | |
| additionalPropertiesProvider modulecapabilities.AdditionalProperties | |
| } | |
| type nerClient interface { | |
| GetTokens(ctx context.Context, property, text string) ([]ent.TokenResult, error) | |
| MetaInfo() (map[string]interface{}, error) | |
| } | |
| func (m *NERModule) Name() string { | |
| return "ner-transformers" | |
| } | |
| func (m *NERModule) Type() modulecapabilities.ModuleType { | |
| return modulecapabilities.Text2TextNER | |
| } | |
| func (m *NERModule) Init(ctx context.Context, | |
| params moduletools.ModuleInitParams, | |
| ) error { | |
| if err := m.initAdditional(ctx, params.GetConfig().ModuleHttpClientTimeout, params.GetLogger()); err != nil { | |
| return errors.Wrap(err, "init additional") | |
| } | |
| return nil | |
| } | |
| func (m *NERModule) initAdditional(ctx context.Context, timeout time.Duration, | |
| logger logrus.FieldLogger, | |
| ) error { | |
| uri := os.Getenv("NER_INFERENCE_API") | |
| if uri == "" { | |
| return errors.Errorf("required variable NER_INFERENCE_API is not set") | |
| } | |
| client := clients.New(uri, timeout, logger) | |
| if err := client.WaitForStartup(ctx, 1*time.Second); err != nil { | |
| return errors.Wrap(err, "init remote ner module") | |
| } | |
| m.ner = client | |
| tokenProvider := neradditionaltoken.New(m.ner) | |
| m.additionalPropertiesProvider = neradditional.New(tokenProvider) | |
| return nil | |
| } | |
| func (m *NERModule) RootHandler() http.Handler { | |
| // TODO: remove once this is a capability interface | |
| return nil | |
| } | |
| func (m *NERModule) MetaInfo() (map[string]interface{}, error) { | |
| return m.ner.MetaInfo() | |
| } | |
| func (m *NERModule) AdditionalProperties() map[string]modulecapabilities.AdditionalProperty { | |
| return m.additionalPropertiesProvider.AdditionalProperties() | |
| } | |
| // verify we implement the modules.Module interface | |
| var ( | |
| _ = modulecapabilities.Module(New()) | |
| _ = modulecapabilities.AdditionalProperties(New()) | |
| _ = modulecapabilities.MetaProvider(New()) | |
| ) | |