integrations/tensorflow-serving/prometheus_metadata.yaml

platforms:
  - type: GKE
    launch_stage: GA
    detections:
      - characteristic_metric:
          metric_type: prometheus.googleapis.com/:tensorflow:serving:request_count/counter
    exporter_metadata:
      name: TensorFlow Serving Prometheus Exporter
      doc_url: https://www.tensorflow.org/tfx/serving/serving_config#monitoring_configuration
      minimum_supported_version: 2.13.1-gpu
    default_metrics:
      - name: prometheus.googleapis.com/:tensorflow:cc:saved_model:load_attempt_count/counter
        prometheus_name: :tensorflow:cc:saved_model:load_attempt_count
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:cc:saved_model:load_latency/counter
        prometheus_name: :tensorflow:cc:saved_model:load_latency
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:cc:saved_model:load_latency_by_stage/histogram
        prometheus_name: :tensorflow:cc:saved_model:load_latency_by_stage
        value_type: DISTRIBUTION
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:direct_session_runs/counter
        prometheus_name: :tensorflow:core:direct_session_runs
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_build_calls/counter
        prometheus_name: :tensorflow:core:graph_build_calls
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_build_time_usecs/counter
        prometheus_name: :tensorflow:core:graph_build_time_usecs
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_optimization_usecs/counter
        prometheus_name: :tensorflow:core:graph_optimization_usecs
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_pending_queue_length_histogram/histogram
        prometheus_name: :tensorflow:core:graph_pending_queue_length_histogram
        value_type: DISTRIBUTION
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_run_input_tensor_bytes/histogram
        prometheus_name: :tensorflow:core:graph_run_input_tensor_bytes
        value_type: DISTRIBUTION
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_run_output_tensor_bytes/histogram
        prometheus_name: :tensorflow:core:graph_run_output_tensor_bytes
        value_type: DISTRIBUTION
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_run_time_usecs/counter
        prometheus_name: :tensorflow:core:graph_run_time_usecs
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_run_time_usecs_histogram/histogram
        prometheus_name: :tensorflow:core:graph_run_time_usecs_histogram
        value_type: DISTRIBUTION
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_runs/counter
        prometheus_name: :tensorflow:core:graph_runs
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:graph_unused_outputs/counter
        prometheus_name: :tensorflow:core:graph_unused_outputs
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:saved_model:read:api/counter
        prometheus_name: :tensorflow:core:saved_model:read:api
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:saved_model:read:count/counter
        prometheus_name: :tensorflow:core:saved_model:read:count
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:core:saved_model:read:path/gauge
        prometheus_name: :tensorflow:core:saved_model:read:path
        value_type: DOUBLE
        kind: GAUGE
      - name: prometheus.googleapis.com/:tensorflow:core:session_created/gauge
        prometheus_name: :tensorflow:core:session_created
        value_type: DOUBLE
        kind: GAUGE
      - name: prometheus.googleapis.com/:tensorflow:serving:request_count/counter
        prometheus_name: :tensorflow:serving:request_count
        value_type: DOUBLE
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:serving:request_latency/histogram
        prometheus_name: :tensorflow:serving:request_latency
        value_type: DISTRIBUTION
        kind: CUMULATIVE
      - name: prometheus.googleapis.com/:tensorflow:serving:runtime_latency/histogram
        prometheus_name: :tensorflow:serving:runtime_latency
        value_type: DISTRIBUTION
        kind: CUMULATIVE
    install_documentation_url: https://cloud.google.com/stackdriver/docs/managed-prometheus/exporters/tf-serving