Monitoring

Data for monitoring

We support two database options for collecting monitoring data: Clickhouse and InfluxDB. Depending on the database chosen, the structure and methodology for storing data vary.

Types of processed events

Our monitoring system processes the following event types:

1. request (any http request)

2. error (failed http request)

3. licensing

4. sdk estimation

5. analytics manager

---

Comparison of data formats for Clickhouse and InfluxDB:

InfluxDB: Each event is presented as a “point” in a time series. The structure of a point includes:

• series name

• start event time

• tags, indexed data in storage, dictionary: keys - string tag names, values - string, integer, float

• fields, non indexed data in storage, dictionary: keys - string tag names, values - string, integer, float

Clickhouse: In Clickhouse, the data structure resembles that of a traditional SQL table. Each event is represented as a record, where:

• The `time` field contains the record’s creation timestamp;

• The `data` field contains a JSON object with all the information that would otherwise be distributed across tags and fields in InfluxDB.

Important: In Clickhouse, there is no differentiation between “tags” and “fields”—all data is consolidated into a single JSON object within the data field.

Monitoring series

The structure and the meaning of each monitoring series remain consistent. However, for Clickhouse, data from tags and fields are merged into a single JSON object under the data field. Below are examples for each series:

• Requests series.

  Triggered on every request. Each point contains a data about corresponding request (execution time and etc).

  InfluxDB:

  Requests series tags

  tag name	description
  service	always “luna-remote-sdk”
  route	concatenation of a request method and a request resource (POST:/sdk)
  status_code	http status code of response

  Requests series fields

  fields	description
  request_id	request id
  execution_time	request execution time

  Requests series additional fields

  fields	resource	description
  load_images_for_processing_time	/sdk	time taken to load image for processing from request
  load_images_for_processing_time	/iso	time taken to load image for processing from request

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "route": "POST:/sdk",
      "status_code": 200,
      "request_id": "1536751345,6a5c2191-3e9b-f5a4-fc45-3abf43625c5f",
      "execution_time": 123.45
  }
  

• Errors series.

  Triggered on failed request. Each point contains error_code of luna error.

  InfluxDB:

  Errors series tags

  tag name	description
  service	always “luna-remote-sdk”
  route	concatenation of a request method and a request resource (POST:/sdk)
  status_code	http status code of response
  error_code	Luna Platform error code

  Errors series fields

  fields	description
  request_id	request id

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "route": "POST:/sdk",
      "status_code": 500,
      "error_code": 13037,
      "request_id": "1536751345,6a5c2191-3e9b-f5a4-fc45-3abf43625c5f"
  }
  

• Licensing series.

  Triggered if liveness balance is over. Each point contains license check data.

  InfluxDB:

  Licensing series tags

  tag name	description
  service	always “luna-remote-sdk”
  license_status	license status (“warning”, “error”)

  Licensing series fields

  fields	description
  liveness_balance	number of liveness estimations before the license expires
  warnings	license warning messages
  errors	license errors messages

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "license_status": "warning",
      "liveness_balance": 100,
      "warnings": ["low balance"],
      "errors": []
  }
  

• Usages_statistic series.

  Triggered on every request involving some SDK estimations. Each point contains data on the number of estimations performed.

  InfluxDB:

  Usages_statistic series tags

  tag name	description
  service	always “luna-remote-sdk”

  Usages_statistic series fields

  fields	description
  people_counter_usages	people counter estimator usages count
  face_detector_usages	face detector usages count
  landmarks68_detector_usages	landmarks68 detector usages count
  head_pose_estimator_usages	head pose estimator usages count
  liveness_estimator_usages	liveness estimator usages count
  mask_estimator_usages	mask estimator usages count
  emotion_estimator_usages	emotion estimator usages count
  mouth_estimator_usages	mouth estimator usages count
  eye_estimator_usages	eye estimator usages count
  gaze_estimator_usages	gaze estimator usages count
  glasses_estimator_usages	glasses estimator usages count
  face_occlusion_estimator_usages	face occlusion estimator usages count
  face_warp_quality_estimator_usages	face warp quality estimator usages count
  face_basic_attributes_extractor_usages	face basic attributes extractor usages count
  face_descriptor_extractor_usages	face descriptor extractor usages count
  iso_estimator_usages	iso estimator usages count
  face_quality_estimator_usages	face quality estimator usages count
  body_detector_usages	body detector estimator usages count
  body_descriptor_extractor_usages	body descriptor extractor usages count
  body_basic_attributes_estimator_usages	body basic attribute estimator usages count
  body_upper_attributes_estimator_usages	body upper attribute estimator usages count
  body_accessories_estimator_usages	body accessory estimator usages count
  body_lower_attributes_estimator_usages	body lower attribute estimator usages count
  deepfake_estimator_usages	deepfake estimator usages count

  ClickHouse JSON `data` field Example:

  {
      "date": "2024-10-20",
      "service": "luna-remote-sdk",
      "people_counter_usages": 0,
      "face_detector_usages": 0,
      "landmarks68_detector_usages": 0,
      "head_pose_estimator_usages": 0,
      "liveness_estimator_usages": 0,
      "mask_estimator_usages": 0,
      "emotion_estimator_usages": 0,
      "mouth_estimator_usages": 0,
      "eye_estimator_usages": 0,
      "gaze_estimator_usages": 0,
      "glasses_estimator_usages": 0,
      "face_occlusion_estimator_usages": 0,
      "face_warp_quality_estimator_usages": 0,
      "face_basic_attributes_extractor_usages": 0,
      "face_descriptor_extractor_usages": 0,
      "iso_estimator_usages": 0,
      "face_quality_estimator_usages": 0,
      "body_detector_usages": 0,
      "body_descriptor_extractor_usages": 0,
      "body_basic_attributes_estimator_usages": 0,
      "body_upper_attributes_estimator_usages": 0,
      "body_accessories_estimator_usages": 0,
      "body_lower_attributes_estimator_usages": 0,
      "deepfake_estimator_usages": 0
  
  }
  

• Sdkloop_task series.

  SDK monitoring series. Triggered on every request involving some SDK estimations. Each point contains data on estimations performed.

  InfluxDB:

  Sdkloop_task series tags

  tag name	description
  service	always “luna-remote-sdk”
  image_count	number of images in request

  Sdkloop_task series fields

  fields	description
  execution_time	task execution time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "image_count": 10,
      "execution_time": 2.34
  }
  

• Image_load series.

  SDK monitoring series. Triggered on every request involving some SDK estimations. Each point contains data on estimations performed.

  InfluxDB:

  Image_load series tags

  tag name	description
  service	always “luna-remote-sdk”
  format	image format, i.e. “JPEG”, “PNG”, etc.
  exif	whether the exif loading is on
  autorotated	whether the autorotation is on

  Image_load series fields

  fields	description
  execution_time	image loading time in seconds
  size	image size in bytes
  height	image height in pel
  width	image width in pel

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "format": "JPEG",
      "exif": true,
      "autorotated": false,
      "execution_time": 0.56,
      "size": 1048576,
      "height": 1080,
      "width": 1920
  }
  

• Aggregated_basic_attributes series.

  SDK monitoring series. Triggered on every request involving aggregated basic attributes estimations. Each point contains data on estimations performed.

  InfluxDB:

  Aggregated_basic_attributes series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Aggregated_basic_attributes series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Aggregated_body_descriptor series.

  SDK monitoring series. Triggered on every request involving aggregated body descriptor estimations. Each point contains data on estimations performed.

  InfluxDB:

  Aggregated_body_descriptor series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations
  descriptor_version	descriptor version

  Aggregated_body_descriptor series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "descriptor_version": "descriptor version",
      "execution_time": 0.123,
  
  }
  

• Aggregated_face_descriptor series.

  SDK monitoring series. Triggered on every request involving aggregated face descriptor estimations. Each point contains data on estimations performed.

  InfluxDB:

  Aggregated_face_descriptor series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations
  descriptor_version	descriptor version

  Aggregated_face_descriptor series fields

  fields	description
  execution_time	estimation time in seconds
  face_descriptor_score	face descriptor score

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "descriptor_version": "descriptor version",
      "execution_time": 0.123,
  
  }
  

• Basic_attributes series.

  SDK monitoring series. Triggered on every request involving basic attributes estimations. Each point contains data on estimations performed.

  InfluxDB:

  Basic_attributes series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Basic_attributes series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Body_attributes series.

  SDK monitoring series. Triggered on every request involving body attributes estimations. Each point contains data on estimations performed.

  InfluxDB:

  Body_attributes series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Body_attributes series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Body_descriptor series.

  SDK monitoring series. Triggered on every request involving body descriptor estimations. Each point contains data on estimations performed.

  InfluxDB:

  Body_descriptor series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations
  descriptor_version	descriptor version

  Body_descriptor series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "descriptor_version": "descriptor version",
      "execution_time": 0.123,
  
  }
  

• Body_detection series.

  SDK monitoring series. Triggered on every request involving body detection estimations. Each point contains data on estimations performed.

  InfluxDB:

  Body_detection series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Body_detection series fields

  fields	description
  execution_time	estimation time in seconds
  body_detection_height	body detection height
  image_height	image height
  body_detection_width	body detection width
  image_width	image width
  detection_count	detection count

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
      "body_detection_height": 0,
      "image_height": 0,
      "body_detection_width": 0,
      "image_width": 0,
      "detection_count": 0,
  
  }
  

• Body_redetection series.

  SDK monitoring series. Triggered on every request involving body redetection estimations. Each point contains data on estimations performed.

  InfluxDB:

  Body_redetection series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Body_redetection series fields

  fields	description
  execution_time	estimation time in seconds
  body_detection_height	body detection height
  image_height	image height
  body_detection_width	body detection width
  image_width	image width
  detection_count	detection count
  bbox_width	bbox width
  bbox_height	bbox height

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
      "body_detection_height": 0,
      "image_height": 0,
      "body_detection_width": 0,
      "image_width": 0,
      "detection_count": 0,
      "bbox_width": 0,
      "bbox_height": 0,
  
  }
  

• Body_warp series.

  SDK monitoring series. Triggered on every request involving body warp estimations. Each point contains data on estimations performed.

  InfluxDB:

  Body_warp series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Body_warp series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Deepfake series.

  SDK monitoring series. Triggered on every request involving deepfake estimations. Each point contains data on estimations performed.

  InfluxDB:

  Deepfake series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations
  mode	mode

  Deepfake series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "mode": "mode",
      "execution_time": 0.123,
  
  }
  

• Dynamic_range series.

  SDK monitoring series. Triggered on every request involving dynamic range estimations. Each point contains data on estimations performed.

  InfluxDB:

  Dynamic_range series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Dynamic_range series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Emotions series.

  SDK monitoring series. Triggered on every request involving emotions estimations. Each point contains data on estimations performed.

  InfluxDB:

  Emotions series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Emotions series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Eyebrow_expression series.

  SDK monitoring series. Triggered on every request involving eyebrow expression estimations. Each point contains data on estimations performed.

  InfluxDB:

  Eyebrow_expression series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Eyebrow_expression series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Eyes series.

  SDK monitoring series. Triggered on every request involving eyes estimations. Each point contains data on estimations performed.

  InfluxDB:

  Eyes series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Eyes series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Face_descriptor series.

  SDK monitoring series. Triggered on every request involving face descriptor estimations. Each point contains data on estimations performed.

  InfluxDB:

  Face_descriptor series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations
  descriptor_version	descriptor version

  Face_descriptor series fields

  fields	description
  execution_time	estimation time in seconds
  face_descriptor_score	face descriptor score

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "descriptor_version": "descriptor version",
      "execution_time": 0.123,
  
  }
  

• Face_detection series.

  SDK monitoring series. Triggered on every request involving face detection estimations. Each point contains data on estimations performed.

  InfluxDB:

  Face_detection series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Face_detection series fields

  fields	description
  execution_time	estimation time in seconds
  face_detection_height	face detection height
  image_height	image height
  face_detection_width	face detection width
  image_width	image width
  detection_count	detection count

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
      "face_detection_height": 0,
      "image_height": 0,
      "face_detection_width": 0,
      "image_width": 0,
      "detection_count": 0,
  
  }
  

• Face_detection_background series.

  SDK monitoring series. Triggered on every request involving face detection background estimations. Each point contains data on estimations performed.

  InfluxDB:

  Face_detection_background series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Face_detection_background series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Face_natural_light series.

  SDK monitoring series. Triggered on every request involving face natural light estimations. Each point contains data on estimations performed.

  InfluxDB:

  Face_natural_light series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Face_natural_light series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Face_redetection series.

  SDK monitoring series. Triggered on every request involving face redetection estimations. Each point contains data on estimations performed.

  InfluxDB:

  Face_redetection series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Face_redetection series fields

  fields	description
  execution_time	estimation time in seconds
  face_detection_height	face detection height
  image_height	image height
  face_detection_width	face detection width
  image_width	image width
  detection_count	detection count
  bbox_width	bbox width
  bbox_height	bbox height

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
      "face_detection_height": 0,
      "image_height": 0,
      "face_detection_width": 0,
      "image_width": 0,
      "detection_count": 0,
      "bbox_width": 0,
      "bbox_height": 0,
  
  }
  

• Face_warp series.

  SDK monitoring series. Triggered on every request involving face warp estimations. Each point contains data on estimations performed.

  InfluxDB:

  Face_warp series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Face_warp series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Face_warp_quality series.

  SDK monitoring series. Triggered on every request involving face warp quality estimations. Each point contains data on estimations performed.

  InfluxDB:

  Face_warp_quality series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Face_warp_quality series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Fisheye series.

  SDK monitoring series. Triggered on every request involving fisheye estimations. Each point contains data on estimations performed.

  InfluxDB:

  Fisheye series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Fisheye series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Gaze_direction series.

  SDK monitoring series. Triggered on every request involving gaze direction estimations. Each point contains data on estimations performed.

  InfluxDB:

  Gaze_direction series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Gaze_direction series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Glasses series.

  SDK monitoring series. Triggered on every request involving glasses estimations. Each point contains data on estimations performed.

  InfluxDB:

  Glasses series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Glasses series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Head_pose series.

  SDK monitoring series. Triggered on every request involving head pose estimations. Each point contains data on estimations performed.

  InfluxDB:

  Head_pose series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Head_pose series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Headwear series.

  SDK monitoring series. Triggered on every request involving headwear estimations. Each point contains data on estimations performed.

  InfluxDB:

  Headwear series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Headwear series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Human_detection series.

  SDK monitoring series. Triggered on every request involving human detection estimations. Each point contains data on estimations performed.

  InfluxDB:

  Human_detection series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Human_detection series fields

  fields	description
  execution_time	estimation time in seconds
  face_detection_height	face detection height
  face_detection_width	face detection width
  body_detection_height	body detection height
  body_detection_width	body detection width
  image_height	image height
  image_width	image width
  detection_count	detection count
  face_detection_count	face detection count
  body_detection_count	body detection count

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
      "face_detection_height": 0,
      "face_detection_width": 0,
      "body_detection_height": 0,
      "body_detection_width": 0,
      "image_height": 0,
      "image_width": 0,
      "detection_count": 0,
      "face_detection_count": 0,
      "body_detection_count": 0,
  
  }
  

• Image_orientation series.

  SDK monitoring series. Triggered on every request involving image orientation estimations. Each point contains data on estimations performed.

  InfluxDB:

  Image_orientation series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Image_orientation series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Image_color_type series.

  SDK monitoring series. Triggered on every request involving image color type estimations. Each point contains data on estimations performed.

  InfluxDB:

  Image_color_type series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Image_color_type series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Landmarks5 series.

  SDK monitoring series. Triggered on every request involving landmarks5 estimations. Each point contains data on estimations performed.

  InfluxDB:

  Landmarks5 series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Landmarks5 series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Landmarks68 series.

  SDK monitoring series. Triggered on every request involving landmarks68 estimations. Each point contains data on estimations performed.

  InfluxDB:

  Landmarks68 series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Landmarks68 series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• LivenessV1 series.

  SDK monitoring series. Triggered on every request involving livenessv1 estimations. Each point contains data on estimations performed.

  InfluxDB:

  LivenessV1 series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  LivenessV1 series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Mask series.

  SDK monitoring series. Triggered on every request involving mask estimations. Each point contains data on estimations performed.

  InfluxDB:

  Mask series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Mask series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Mouth_state series.

  SDK monitoring series. Triggered on every request involving mouth state estimations. Each point contains data on estimations performed.

  InfluxDB:

  Mouth_state series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Mouth_state series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• People_count series.

  SDK monitoring series. Triggered on every request involving people count estimations. Each point contains data on estimations performed.

  InfluxDB:

  People_count series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  People_count series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Portrait_style series.

  SDK monitoring series. Triggered on every request involving portrait style estimations. Each point contains data on estimations performed.

  InfluxDB:

  Portrait_style series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Portrait_style series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

• Red_eyes series.

  SDK monitoring series. Triggered on every request involving red eyes estimations. Each point contains data on estimations performed.

  InfluxDB:

  Red_eyes series tags

  tag name	description
  service	always “luna-remote-sdk”
  batch_size	batch size for estimations

  Red_eyes series fields

  fields	description
  execution_time	estimation time in seconds

  ClickHouse JSON `data` field Example:

  {
      "service": "luna-remote-sdk",
      "batch_size": 10,
      "execution_time": 0.123,
  
  }
  

Database

You can refer to documentation for influx database and clickhouse database to compare the databases and choose what benefit your needs more. Note that clickhouse might be the better choice for aggregation You can setup your database credentials in configuration file in section “monitoring”.

Plugins

You can implement your own plugin for sending monitoring data. See plugins

Module request monitoring plugin example

class luna_remote_sdk.crutches_on_wheels.cow.plugins.plugin_examples.request_monitoring_plugin_example.BaseRequestMonitoringPlugin(app)

Base class for requests monitoring.

abstractmethod async flushPointToMonitoring(point, logger)

All plugins must realize this method.

This function call after end of request

Parameters:

• point (TypeVar(MonitoringPoint)) – point for monitoring

• logger – logger

Return type:

None

async handleEvent(points, logger)

Handle event

Parameters:

• *args – positional arg for event handler function

• **kwargs – named arg for event handler function

class luna_remote_sdk.crutches_on_wheels.cow.plugins.plugin_examples.request_monitoring_plugin_example.RequestMonitoringPlugin(app)

Example plugin sends a request data for monitoring to third-party source. Only one instance of this class exist during the program execution.

async close()

Stop plugin.

Close all open connections and ect

async flushPointToMonitoring(point, logger)

Callback for sending a request monitoring data.

Parameters:

• point (TypeVar(MonitoringPoint)) – point for monitoring

• logger – logger

Return type:

None

async initialize()

Initialize plugin.

Close all open connections and ect