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AI Matching Monitoring Metrics

The following article provides a list of available monitoring metrics for AI Matching.

Matching Manager

Component Metric Type Description Labels

background_thread

ataccama_one_ai_matching_background_thread_processing_failures_total

counter

The total number of failures during the infinite processing loop.

['thread_name', 'error_class']

background_thread

ataccama_one_ai_matching_background_thread_processing_seconds

summary

The processing time of a single work unit computed in the infinite processing loop, expressed in seconds.

['thread_name']

background_thread

ataccama_one_ai_matching_background_thread_run_failures_total

counter

The total number of failures raised during the whole background thread run method.

['thread_name', 'error_class']

background_thread

ataccama_one_ai_matching_background_thread_run_seconds

summary

The processing time of a whole background thread run method, expressed in seconds.

['thread_name']

database

ataccama_one_ai_matching_database_query_seconds

summary

The number of seconds a database query takes to complete.

['operation']

grpc_client

ataccama_one_ai_matching_grpc_client_query_seconds

summary

The number of seconds a gRPC query takes to complete.

[]

grpc_server

ataccama_one_ai_matching_grpc_server_commands_total

counter

The total number of gRPC commands received.

['type']

grpc_server

ataccama_one_ai_matching_grpc_server_failures_total

counter

The total number of gRPC requests with failures.

['error_class']

grpc_server

ataccama_one_ai_matching_grpc_server_processing_seconds

summary

The processing time of a gRPC request, expressed in seconds.

['stage']

grpc_server

ataccama_one_ai_matching_grpc_server_queue_size

gauge

The number of active RPCs, either queued or currently processed.

[]

grpc_server

ataccama_one_ai_matching_grpc_server_auth_failures_total

counter

Deprecated (use failures_total): The total number of gRPC requests with authentication failures.

[]

http_server

ataccama_one_ai_matching_http_server_failures_total

counter

The total number of HTTP requests with failures.

['error_class']

http_server

ataccama_one_ai_matching_http_server_requests_total

counter

The total number of HTTP request status codes.

['status']

http_server

ataccama_one_ai_matching_http_server_processing_seconds

summary

The processing time of a HTTP request, expressed in seconds.

['path']

job

ataccama_one_ai_matching__job_time_seconds

histogram

The total execution time of a job, expressed in seconds.

['matching_id', 'job_type']

job

ataccama_one_ai_matching__jobs_total

counter

The number of executed jobs.

['matching_id', 'job_type']

microservice

ataccama_one_ai_matching_microservice_microservice

info

The microservice details.

[]

model

ataccama_one_ai_matching__labeled_pairs_total

gauge

The total number of labeled pairs.

['matching_id', 'pair_label']

model

ataccama_one_ai_matching__model_quality

gauge

The model quality represented as a floating point value between 0 and 1.

['matching_id']

Matching Worker

Component Metric Type Description Labels

background_thread

ataccama_one_ai_matching_background_thread_processing_failures_total

counter

The total number of failures during the infinite processing loop.

['thread_name', 'error_class']

background_thread

ataccama_one_ai_matching_background_thread_processing_seconds

summary

The processing time of a single work unit computed in the infinite processing loop, expressed in seconds.

['thread_name']

background_thread

ataccama_one_ai_matching_background_thread_run_failures_total

counter

The total number of failures raised during the whole background thread run method.

['thread_name', 'error_class']

background_thread

ataccama_one_ai_matching_background_thread_run_seconds

summary

The processing time of a whole background thread run method, expressed in seconds.

['thread_name']

database

ataccama_one_ai_matching_database_query_seconds

summary

The number of seconds a database query takes to complete.

['operation']

grpc_client

ataccama_one_ai_matching_grpc_client_query_seconds

summary

The number of seconds a gRPC query takes to complete.

[]

grpc_server

ataccama_one_ai_matching_grpc_server_commands_total

counter

The total number of gRPC commands received.

['type']

grpc_server

ataccama_one_ai_matching_grpc_server_failures_total

counter

The total number of gRPC requests with failures.

['error_class']

grpc_server

ataccama_one_ai_matching_grpc_server_processing_seconds

summary

The processing time of a gRPC request, expressed in seconds.

['stage']

grpc_server

ataccama_one_ai_matching_grpc_server_queue_size

gauge

The number of active RPCs, either queued or currently processed.

[]

grpc_server

ataccama_one_ai_matching_grpc_server_auth_failures_total

counter

Deprecated (use failures_total): The total number of gRPC requests with authentication failures.

[]

http_server

ataccama_one_ai_matching_http_server_failures_total

counter

The total number of HTTP requests with failures.

['error_class']

http_server

ataccama_one_ai_matching_http_server_requests_total

counter

The total number of HTTP request status codes.

['status']

http_server

ataccama_one_ai_matching_http_server_processing_seconds

summary

The processing time of a HTTP request, expressed in seconds.

['path']

job

ataccama_one_ai_matching__job_time_seconds

histogram

The total execution time of a job, expressed in seconds.

['matching_id', 'job_type']

job

ataccama_one_ai_matching__jobs_total

counter

The number of executed jobs.

['matching_id', 'job_type']

microservice

ataccama_one_ai_matching_microservice_microservice

info

The microservice details.

[]

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