Luna-Sender API (v.2.10.2)

Download OpenAPI specification:Download

VisionLabs Luna Sender API.

OpenAPI specification is the only valid document providing up-to-date information about the service API.

The specification can be used:

By documentation generation tools to visualize the API.
By code generation tools.

All the documents and code generated using this specification can include inaccuracies and should be carefully checked.

OpenAPI specification can be received using the "/docs/spec" resource. The "Accept" header should be set to "application/x-yaml".

version

get version

Get versions of services.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

External request ID. Helps to uniquely identify messages that correspond to particular requests, in system logs. If it was not set, system will set it in default format is "{timestamp},{uuid}". It will be returned with response.

Responses

Response samples

Content type

application/json

{"Version": {"api": 1,
"major": 0,
"minor": 0,
"patch": 1
}
}

ws

ws handshake

Ws handshake.

Attention!

Subscription to events occurs via WebSocket. Messages sent by ws you can view in callback section. Connection supports autoping.

query Parameters

sources

string

Example: sources=cam1,cam2

Comma-separated list of sources. Each event from result will contain one of the given sources.

stream_ids

string <list of uuid.>

Example: stream_ids=8950722f-3fd4-4223-b48f-03f95f0e8dfb,346a5645-ec89-4806-820a-dbcb6e0dc38

List of comma-separated stream IDs.

matching_candidates_labels

string

Example: matching_candidates_labels=matching_label

Matching candidates labels. Each event from result will contain one or more given labels.

object_similarity__gte

number

Example: object_similarity__gte=0.5

Similar object similarity lower included bound (boundary for top matching candidate).

object_similarity__lt

number

Example: object_similarity__lt=0.5

Top similar object similarity upper excluded bound (boundary for top matching candidate).

age__lt

integer

Example: age__lt=50

Age upper excluded bound.

age__gte

integer

Example: age__gte=50

Age lower included bound.

gender

integer

Enum: 0 1

Example: gender=1

Gender. 1 - male, 0 - female.

ethnic_groups

string <list of integer (1, 2, 3, 4)>

Example: ethnic_groups=1,2

Comma-separated list of dominant ethnic group. Each event from result will contain one of the given ethnic groups.

ethnicity	value
AfricanAmerican	1
Indian	2
Asian	3
Caucasian	4

liveness

string <list of integer (1, 2, 3)>

Example: liveness=0,2

Comma-separated list of dominant liveness. Each event from result will contain one of the given liveness state.

liveness	value
spoof	0
real	1
unknown	2

deepfake

string <list of integer (0, 1)>

Example: deepfake=0,1

Comma-separated list of dominant deepfake. Each event from result will contain one of the given deepfake state.

deepfake	value
real	1
fake	0

masks

string <list of integer (1, 2, 3)>

Example: masks=1,2,3

Comma-separated list of predominant masks. Each event from result will contain one of the given mask state.

mask	value
missing	1
medical_mask	2
occluded	3

emotions

string <list of integer (1, 2, 3, 4, 5, 6, 7)>

Example: emotions=1,2,3

Comma-separated list of predominant emotions. Each event from result will contain one of the given emotions.

emotions	value
anger	1
disgust	2
fear	3
happiness	4
neutral	5
sadness	6
surprise	7

header Parameters

Luna-Account-Id required	string <uuid> ^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. Specify an account ID to be noticed about events in the account.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request ID. Helps to uniquely identify messages that correspond to particular requests, in system logs. If it was not set, system will set it in default format is "{timestamp},{uuid}". It will be returned with response.

Responses

Request samples

sync with luna3
async with luna3
async with websockets library
using curl

from luna3.sender.wsclient import LunaWSClient

senderAPI = LunaWSClient(origin="http://127.0.0.1:5080", api=2, accountId="8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a")
# Note filtering by gender!
with senderAPI.connect(gender=1) as ws:
    for _ in range(3):
        resp = ws.recv()
        print(resp)

Response samples

Content type

application/json

{"event": {"face_attributes": {"attribute_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"basic_attributes": {"age": 50,
"gender": 0,
"ethnicities": {"estimations": {"african_american": 1.92238889737406e-12,
"asian": 0.954671621322632,
"caucasian": 0.045328326523304,
"indian": 7.65100649502415e-10
},
"predominant_ethnicity": "asian"
}
},
"score": 1,
"url": "/0/attributes/24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"samples": ["a3e8716f-70dc-42ad-8428-7a552e800a37"
]
},
"body_attributes": {"score": 1,
"samples": ["a3e8716f-70dc-42ad-8428-7a552e800a37"
]
},
"source": "3rd Avenue",
"stream_id": "string",
"tags": ["tag1",
"tag2"
],
"event_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"url": "/0/events/24d405ce-bc56-4bf7-98e1-bdc962b4cf34",
"matches": [{"label": "good guys",
"candidates": [{"face": {"face_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c6",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"account_id": "904e635f-3a47-4832-b4d6-d2d72ba78451",
"user_data": "fox1991",
"create_time": "2021-08-18T02:43:37.196724+03:00",
"lists": ["429b0e78-4616-426a-b57f-02baa72d638d",
"6d037c33-31ec-4d73-b3b3-ec80b09446c2"
],
"avatar": "https://st.kp.yandex.net/images/actor_iphone/iphone360_460188.jpg",
"event_id": "f9687459-986b-406d-9c1f-0d6289be5256"
},
"similarity": 0.5
}
]
},
{"label": "bad guys",
"candidates": [{"event": {"event_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"external_id": "2xQ2gprbMUePw1s9gw9fvA==",
"user_data": "fox1991",
"create_time": "2021-06-18T02:44:58.653485+03:00",
"handler_id": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7",
"source": "426542d6-5509-4e5b-8a01-e2abd5c0a8c7"
},
"similarity": 0.3
}
]
}
],
"external_id": "external id",
"user_data": "some event",
"location": {"city": "Moscow",
"area": "CAO",
"district": "mitino",
"street": "schepkina",
"house_number": "1/2str3",
"geo_position": {"longitude": 36.616,
"latitude": 55.752
}
},
"detections": [{"filename": "penelope.jpeg",
"samples": {"face": {"sample_id": "b668c4a5-2191-476e-a261-3b4f9ce2e25e",
"detection": {"attributes": {"liveness": {"prediction": "spoof",
"estimations": {"score": 0.5108324766,
"quality": 0.7190976739
}
},
"deepfake": {"prediction": "fake",
"score": 0.5108324766
},
"mouth_attributes": {"occluded": 0,
"opened": 0.121500025545354,
"score": 0.999999165534973,
"smile": 0
},
"eyes_attributes": {"left_eye": {"iris_landmarks": [[92,
92
],
[92,
92
],
[93,
93
],
[93,
93
],
[94,
94
],
[95,
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],
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],
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],
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],
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],
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],
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],
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],
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],
[105,
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],
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],
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],
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],
[96,
96
],
[95,
95
],
[94,
94
],
[93,
93
],
[93,
93
]
],
"state": "open"
},
"right_eye": {"iris_landmarks": [[152,
152
],
[153,
153
],
[153,
153
],
[154,
154
],
[154,
154
],
[155,
155
],
[157,
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],
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],
[159,
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],
[161,
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],
[162,
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[165,
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[166,
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[163,
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[162,
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],
[161,
161
],
[159,
159
],
[158,
158
],
[158,
158
],
[157,
157
],
[156,
156
],
[154,
154
],
[154,
154
],
[153,
153
]
],
"state": "open"
}
},
"emotions": {"estimations": {"anger": 0.00894705578684807,
"disgust": 0.00000965219624049496,
"fear": 0.00121302821207792,
"happiness": 0.00129503419157118,
"neutral": 0.986027479171753,
"sadness": 0.00187553185969591,
"surprise": 0.000632198702078313
},
"predominant_emotion": "neutral"
},
"mask": {"estimations": {"medical_mask": 0.7108324766,
"missing": 0.0700698048,
"occluded": 0.2190976739
},
"predominant_mask": "medical_mask"
},
"head_pose": {"pitch": 18.6827487945557,
"roll": -10.3542232513428,
"yaw": 15.4102487564087
},
"gaze": {"pitch": 10.7074518203735,
"yaw": -14.6733160018921
},
"glasses": {"glasses": "no_glasses"
}
},
"quality": {"light": 0.87,
"dark": 0.13,
"illumination": 0.82,
"blurriness": 0.2,
"specularity": 0.84
},
"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
},
"landmarks5": [[23,
72
],
[82,
71
],
[42,
114
],
[29,
140
],
[79,
138
]
],
"landmarks68": [[12,
13
],
[12,
13
],
[12,
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],
[12,
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[12,
13
],
[12,
13
],
[12,
13
],
[12,
13
],
[12,
13
]
],
"face_quality": {"status": 0,
"checks": [{"name": "image_format",
"object_value": "JPEG",
"threshold_value": ["JPEG",
"JPEG2000",
"PNG"
],
"result": 1
},
{"name": "illumination_quality",
"object_value": 0.6005162000656128,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "specularity_quality",
"object_value": 0.7662366628646851,
"threshold_value": {"min": 0.3,
"max": 1
},
"result": 1
},
{"name": "blurriness_quality",
"object_value": 0.9429352283477783,
"threshold_value": {"min": 0.61,
"max": 1
},
"result": 1
},
{"name": "dark_quality",
"object_value": 0.9020983576774597,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "light_quality",
"object_value": 0.7881984114646912,
"threshold_value": {"min": 0.57,
"max": 1
},
"result": 1
},
{"name": "head_yaw",
"object_value": 2.818983316421509,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_pitch",
"object_value": 3.816443920135498,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "head_roll",
"object_value": 5.434040069580078,
"threshold_value": {"min": -8,
"max": 8
},
"result": 1
},
{"name": "gaze_yaw",
"object_value": -3.773012399673462,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "gaze_pitch",
"object_value": 0.7140519022941589,
"threshold_value": {"min": -5,
"max": 5
},
"result": 1
},
{"name": "mouth_smiling",
"object_value": 0.000290759839117527,
"threshold_value": {"min": 0,
"max": 0.5
},
"result": 1
},
{"name": "mouth_occluded",
"object_value": 0.00009619363845558837,
"threshold_value": {"min": 0,
"max": 0.3
},
"result": 1
},
{"name": "mouth_open",
"object_value": 0.6226108074188232,
"threshold_value": {"min": 0,
"max": 0.64
},
"result": 1
},
{"name": "glasses",
"object_value": "no_glasses",
"threshold_value": ["no_glasses",
"eyeglasses"
],
"result": 1
},
{"name": "left_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "right_eye",
"object_value": "open",
"threshold_value": ["open"
],
"result": 1
},
{"name": "head_horizontal_center",
"object_value": 0.51,
"threshold_value": {"min": 0.45,
"max": 0.55
},
"result": 1
},
{"name": "head_vertical_center",
"object_value": 0.51,
"threshold_value": {"min": 0.3,
"max": 0.5
},
"result": 1
},
{"name": "head_width",
"object_value": 0.61,
"threshold_value": {"min": 0.5,
"max": 0.75
},
"result": 1
},
{"name": "head_height",
"object_value": 0.71,
"threshold_value": {"min": 0.6,
"max": 0.9
},
"result": 1
},
{"name": "eye_distance",
"object_value": 110,
"threshold_value": {"min": 90,
"max": null
},
"result": 1
},
{"name": "image_width",
"object_value": 1000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "image_height",
"object_value": 2000,
"threshold_value": {"min": 200,
"max": 1100
},
"result": 1
},
{"name": "aspect_ratio",
"object_value": 0.5,
"threshold_value": {"min": 0.1,
"max": 1
},
"result": 1
},
{"name": "face_width",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "face_height",
"object_value": 500,
"threshold_value": {"min": 400,
"max": 600
},
"result": 1
},
{"name": "indent_left",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_right",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_upper",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "indent_lower",
"object_value": 100,
"threshold_value": {"min": 10,
"max": 500
},
"result": 1
},
{"name": "image_size",
"object_value": 100500,
"threshold_value": {"min": 10,
"max": 100600
},
"result": 1
},
{"name": "eyebrows_state",
"object_value": "neutral",
"threshold_value": ["neutral"
],
"result": 1
},
{"name": "smile_properties",
"object_value": "smile_lips",
"threshold_value": ["none"
],
"result": 0
},
{"name": "headwear_type",
"object_value": "hat",
"threshold_value": ["none"
],
"result": 0
},
{"name": "natural_light",
"object_value": 1,
"threshold_value": 1,
"result": 1
},
{"name": "radial_distortion",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "red_eyes",
"object_value": 0,
"threshold_value": 0,
"result": 1
},
{"name": "face_color_type",
"object_value": "color",
"threshold_value": ["color"
],
"result": 1
},
{"name": "illumination_uniformity",
"object_value": 0.6305162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "dynamic_range",
"object_value": 0.8605162000656128,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "background_lightness",
"object_value": 0.5780888795852661,
"threshold_value": {"min": 0.2,
"max": 1
},
"result": 1
},
{"name": "background_uniformity",
"object_value": 0.8874394297599792,
"threshold_value": {"min": 0.5,
"max": 1
},
"result": 1
},
{"name": "shoulders_position",
"object_value": "parallel",
"threshold_value": ["parallel"
],
"result": 1
}
]
}
},
"url": "/0/samples/a16c8b6c-2818-4bae-9fd5-65acc8d4bb5c"
},
"body": {"sample_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"detection": {"rect": {"height": 240,
"width": 209,
"x": 170,
"y": 198
},
"attributes": {"basic_attributes": {"apparent_age": 0,
"apparent_gender": 0
},
"upper_body": {"headwear": {"state": 0
},
"sleeve": {"length": "short"
},
"upper_clothing": {"colors": ["black"
]
}
},
"accessories": {"backpack": {"state": 0
}
}
}
},
"url": "/0/samples/a16c8b6c-2818-4bae-9fd5-65acc8d4bb5c"
}
},
"detect_time": "2021-06-18T02:44:58.653485+03:00",
"detect_ts": 123.456,
"image_origin": "/6/images/b668c4a5-2191-476e-a261-3b4f9ce2e25e"
}
],
"aggregate_estimations": {"face": {"attributes": {"liveness": {"prediction": "spoof",
"estimations": {"quality": 0.2,
"score": 0.7
}
},
"deepfake": {"prediction": "fake",
"score": 0.3
},
"mask": {"estimations": {"medical_mask": 1,
"missing": 1,
"occluded": 1
},
"predominant_mask": "medical_mask",
"face_occlusion": {"predominant_occlusion": "full",
"estimations": {"full": 1,
"clear": 1,
"correct": 1,
"partially": 1,
"mouth": 1,
"chin": 1
}
}
},
"emotions": {"estimations": {"anger": 1,
"disgust": 1,
"fear": 1,
"happiness": 1,
"neutral": 1,
"sadness": 1,
"surprise": 1
},
"predominant_emotion": "surprise"
}
}
},
"body": {"attributes": {"basic_attributes": {"apparent_age": 0,
"apparent_gender": 0
},
"upper_body": {"headwear": {"state": 0
},
"sleeve": {"length": "short"
},
"upper_clothing": {"colors": ["black"
]
}
},
"accessories": {"backpack": {"state": 0
}
}
}
}
},
"track_id": "useful_track_id_number_1",
"face": {"external_id": "external id",
"face_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"url": "string",
"lists": ["557d54ec-29ad-4f3c-93b4-c9092ef12515"
],
"user_data": "face of person",
"avatar": "",
"event_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515"
},
"meta": {"key": "value"
}
},
"handler_id": "557d54ec-29ad-4f3c-93b4-c9092ef12515",
"event-create-time": "2019-08-24T14:15:22Z",
"event-end-time": "2019-08-24T14:15:22Z",
"Luna-Request-id": "1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a"
}

events

publish events

Publish events generated by the user.

header Parameters

Luna-Account-Id required	string <uuid> ^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a Account ID. Specify an account ID to be noticed about events in the account.
Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request ID. Helps to uniquely identify messages that correspond to particular requests, in system logs. If it was not set, system will set it in default format is "{timestamp},{uuid}". It will be returned with response.
Content-Type	string Value: "application/json" Content type is application/json.

Request Body schema: application/json

events required	Array of objects non-empty User generated events to be published.
handler_id required	string Event handler ID.
event_create_time required	string Event creation time.
event_end_time required	string Event end time.

Responses

Request samples

Payload

Content type

application/json

{"events": [{ }
],
"handler_id": "string",
"event_create_time": "string",
"event_end_time": "string"
}

Response samples

Content type

application/json

Example

bad_input_data

{"error_code": 11027,
"desc": "Bad/incomplete input data",
"detail": "Failed to validate input json. Path: 'handler_id',  message: 'field required'",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-11027"
}

documents

get openapi documentation

Get service OpenApi documentation. If Accept request header is of type application/x-yaml, returns documentation in yaml format or returns html documentation, if Accept-Type is text/html

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request ID. Helps to uniquely identify messages that correspond to particular requests, in system logs. If it was not set, system will set it in default format is "{timestamp},{uuid}". It will be returned with response.
Accept required	string (accept_docs_handler) Enum: "application/x-yaml" "text/html" Acceptable type of receiving data.

Responses

Response samples

Content type

application/json

{"error_code": 12024,
"detail": "Bad/incomplete input data",
"desc": "Unsupported media type",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-12024"
}

get development manual

Get sphinx documentation - Development Manual. After the request you will be redirected to the page /docs/dev/index.html.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Responses

Response samples

Content type

application/json

{"error_code": 1,
"detail": "Internal server error",
"desc": "Internal server error",
"link": "https://docs.visionlabs.ai/info/luna/troubleshooting/errors-description/code-1/"
}

config

get service configuration

Get service configuration. Passwords and tokens will be hidden in the response.

header Parameters

Luna-Request-Id	string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4... Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a External request ID. Helps to uniquely identify messages that correspond to particular requests, in system logs. If it was not set, system will set it in default format is "{timestamp},{uuid}". It will be returned with response.
Accept	string Enum: "application/json" "text/plain" Acceptable type of receiving data.

Responses

Response samples

Content type

application/json

{"INFLUX_MONITORING": {"SEND_DATA_FOR_MONITORING": 0,
"VERSION": 2,
"ORGANIZATION": "ORGANIZATION_NAME",
"TOKEN": "********",
"BUCKET": "luna_monitoring",
"HOST": "127.0.0.1",
"PORT": 8086,
"USE_SSL": 0,
"FLUSHING_PERIOD": 1
}
}

plugins

get list of plugins

Get list of service plugins

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Responses

Response samples

Content type

application/json

{"plugins": [{"name": "foo",
"running": 1
}
]
}

health

get health

Get health of service.

header Parameters

Luna-Request-Id

string^[0-9]{10},[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4...

Example: 1536751345,8b8b5937-2e9c-4e8b-a7a7-5caf86621b5a

Responses

Response samples

Content type

application/json

{"execution_time": 0.123
}