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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()) | |
) | |