Database description#

All the data of the timestamp type is stored in the RFC 3339 format.

The time used for storing data in the database can be set in the configuration file for each service in the STORAGE_TIME parameter. You can select LOCAL or UTC storage time.

When the STORAGE_TIME is set to LOCAL but you receive time in UTC, data is converted to local time. When UTC is set but the received time is local it is also converted to UTC.

Faces database description#

The general Faces database scheme is listed below.

Attribute table model#

The database table model describes face attributes linked to faces.

Name	primary_key	Type	Description
face_id	True	varchar(36)	face ID
gender	-	integer	Estimated gender. 0- woman, 1 – man
gender_obtaining_method	-	integer	The algorithm used for gender estimation
gender_version	-	integer	Gender estimation algorithm version
age	-	integer	Estimated age
age_obtaining_method	-	integer	The algorithm used for age estimation
age_version	-	integer	Age estimation algorithm version
ethnicity	-	integer	Estimated ethnicity
ethnicity_obtaining_method	-	integer	The algorithm used for ethnicity estimation
ethnicity_version	-	integer	Ethnicity estimation algorithm version
create_time	-	timestamp	Attribute creation date and time
account_id	-	varchar(36)	ID of the account to which the attribute belongs
descriptor_samples_generation	-	integer	The generation of the samples used. If the samples of an attribute are updated, the value changes. The initial value is 0.
namespace	-	integer	0 - the attribute is not attached to a face. 1 - the attribute is attached to a face.

Descriptor table model#

The database table model describes descriptors.

Name	primary_key	Type	Description
attribute_id	True	varchar(36)	Attribute ID
descriptor_version	True	integer	The version of NN that was used to extract the descriptor
descriptor	-	bytea	Binary descriptor
descriptor_obtaining_method	-	integer	The algorithm that was used to obtain the descriptor
descriptor_generation	-	integer	A generation of the descriptor. If the samples of a descriptor are updated, the value changes. It shows that the descriptor does not match existing samples. The initial value is set to 0.

Face table model#

The database table model describes existing faces.

Name	primary_key	Type	Description
face_id	True	varchar(36)	Face ID
account_id	-	varchar(36)	The ID of the account to which the face belongs
event_id	-	varchar(36)	Event ID. A reference to the event that created the Face
user_data	-	varchar(128)	User-defined data for the face
create_time	-	timestamp	Time and date of the face creation
last_update_time	-	timestamp	Time and date of the last face update
external_id	-	varchar(36)	Face ID. External ID is specified in the create face request or in the event creation request (when a face is created using the create face policy)
avatar	-	varchar(256)	The URL of a photo image that corresponds to the face.

List table model#

The database table model describes existing lists.

Name	primary_key	Type	Description
list_id	True	varchar(36)	List ID
account_id	-	varchar(36)	The ID of the account to which the list belongs
user_data	-	varchar(128)	The user data for the list
create_time	-	timestamp	The time and date when the list was created
last_update_time	-	timestamp	The time and date of the last list update

List_face table model#

The database table model describes the history of attaching faces to lists. If a face was attached to a list a new record appears.

Name	primary_key	Type	Description
list_id	True	varchar(36)	List ID
face_id	True	varchar(36)	Face ID
last_update_time	-	timestamp	The date and time of the last attachment of the face to the list
link_key	-	integer	The sequence number of linking the face to the list

Unlink_attributes_log table model#

The database table model describes the history of detaching faces from lists. If a face was detached from a list, a new record appears.

Name	primary_key	Type	Description
unlink_key	True	integer	The sequence number of the face and the list unlinking
list_id	-	varchar(36)	List ID
face_id	-	varchar(36)	Face ID
link_key	-	integer	The sequence number of linking of the face and the List
update_time	-	timestamp	Date and time of the last detach of the face from the List

Sample table model#

The database table model describes links between samples and faces.

Name	primary_key	Type	Description
sample_id	True	varchar(36)	Sample
face_id	True	varchar(36)	ID of the face related to the sample
type	True	integer	1 - the sample was used for descriptor extraction, 5 - the sample was used for basic attributes creation

Unlink_attributes_log table model#

The database table model describes the history of deleting lists. If the list has been deleted, a new entry appears.

Name	primary_key	Type	Description
list_id	-	varchar(36)	List ID
account_id	-	varchar(36)	Account ID to which the list was attached
deletion_time	-	timestamp	Date and time when the list was deleted
create_time	-	timestamp	Date and time when the list was created
deletion_id	true	integer	Deletion ID

Requests_cache table model#

The database table model describes the cache of the maximum number of faces with associated descriptors or basic attributes for license requests.

Name	primary_key	Type	Description
created_at	-	timestamp	Date and time of data caching
value	-	text	Encrypted value cache
name	-	varchar(36)	Unique cache name

Luna-faces_migrations table model#

Name	Type	Description
version_num	varchar(32)	Parameter required for database migration

Events database description#

The section describes Events service database.

Event table model#

The database table model describes existing events. It includes information about created events and faces.

Name	Type	Description
id	bigint	Primary key of the table (digital)
account_id	uuid	Account ID to which the event belongs
create_time	timestamp	The time code of the event occurrence in the video stream. The parameter is used for the real-time monitoring of events creation.
event_id	uuid	Event ID
handler_id	uuid	The ID of a handler that gave birth to the event
source	varchar(128)	An event source. The source is specified in the request for event creation
face_id	uuid	The face ID of the face corresponding to the event.
gender	smallint	Gender estimated by face for the event
age	smallint	Age estimated by face for the event
emotion	smallint	Emotion estimated for the event
ethnic_group	smallint	Ethnic group estimated for the event
user_data	varchar(128)	User data for the face corresponding to the event. User_data is specified in the request for event creation
external_id	varchar(36)	The external ID of the face corresponding to the event. External_id is specified in the request for event creation
insert_time	timestamp	Date and time of the event creation
top_matching_candidates_label	varchar(36)	The label of the group of the candidates used for matching.
top_similar_object_id	uuid	The ID of the top similar object from matching results (match policy). Matching results are received when the match policy of a handler is enabled
top_similar_object_similarity	double precision	Similarity score of the top similar object from matching results. Matching results are received when the match policy of a handler is enabled.
top_similar_object_type	smallint	The type of the top similar object: 0 - face, 1 - event
mask	smallint	Medical mask estimation result: missing (1), medical_mask (2), occluded (3)
track_id	varchar(36)	Track ID of the event
end_time	timestamp	The end time code of the event occurrence in the video stream. The parameter is used for the real-time monitoring of events creation. Set equal to create_time if not set
top_similar_external_id	varchar(36)	The external ID of the top similar object from matching results (match policy). Matching results are received when the match policy of a handler is enabled
apparent_age	smallint	Age estimated by body for the event
apparent_gender	smallint	Gender estimated by body for the event: female (0), male (1), undefined (2)
backpack_state	smallint	Backpack state: absent (0), present (1), undefined (2)
headwear_state	smallint	Headwear state absent (0), present (1), undefined (2)
sleeve_length	smallint	Sleeve length: short, long, undefined
upper_clothing_colors	smallint	Upper clothing color set: black, blue, green, gray, orange, purple, red, white, yellow, pink, brown, beige, khaki, multicolored, undefined
meta	jsonb	User meta-information

Face_detect_result table model#

The database table model describes face detection.

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	integer	Foreign key of an event
rect_x	smallint	Top left corner coordinate of the face bounding rectangle by the "X" axis
rect_y	smallint	Top left corner coordinate of the face bounding rectangle by the "Y" axis
rect_w	smallint	Width of the face bounding rectangle
rect_h	smallint	Height of the face bounding rectangle
sample_id	varchar(36)	Sample ID
detect_time	timestamp	Time of the face detection
image_origin	varchar(256)	URL to the source image where the face has occurred
detect_ts	interval	Time relative to something, such as relative to the beginning of a video file

Body_detect_result table model#

The database table model describes face detection.

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	integer	Foreign key of an event
rect_x	smallint	Top left corner coordinate of the body bounding rectangle by the "X" axis
rect_y	smallint	Top left corner coordinate of the body bounding rectangle by the "Y" axis
rect_w	smallint	Width of the body bounding rectangle
rect_h	smallint	Height of the body bounding rectangle
sample_id	varchar(36)	Sample ID
detect_time	timestamp	Time of the body detection
image_origin	varchar(256)	URL to the source image where the body has occurred
detect_ts	interval	Time relative to something, such as relative to the beginning of a video file

Face_descriptor table model#

The database table model describes face descriptors stored in the database.

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	bigint	Foreign key of the event
descriptor	bytea	Binary face descriptor
descriptor_version	integer	The version of NN that was used to extract the descriptor

Body_descriptor table model#

The database table model describes body descriptors stored in the database.

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	bigint	Foreign key of the event
descriptor	bytea	Binary body descriptor
descriptor_version	integer	The version of NN that was used to extract the descriptor

Event_match_result table model#

The database table model describes matching results received using the matching policy of handler. Each record includes information about an event used for matching and the estimated similarity.

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	bigint	Foreign key of the event
label	varchar(36)	The label specified for the matching results
similarity	double precision	The similarity score received after matching of the event descriptor with the given descriptor
event_id	uuid	ID of the event
user_data	varchar(128)	User data associated with the event
create_time	timestamp	Event creation time
external_id	varchar(36)	External ID of the face created during event creation
handler_id	uuid	The ID used for the event creation
source	varchar(128)	The event source

Face_match_result table model#

The database table model describes matching results received using the matching policy of handler. Each record includes information about the face used for matching and the estimated similarity.

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	bigint	Foreign key of the event
label	varchar(36)	The label specified for the matching results
similarity	double precision	The similarity score received after matching of the event descriptor with the given face descriptor
face_id	uuid	ID of the face
user_data	varchar(128)	User data associated with the face
create_time	timestamp	Face creation time
external_id	varchar(36)	External ID of the face

Location table model#

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	bigint	Foreign key of the event
city	varchar(36)	The city of event occurrence
area	varchar(36)	The area of event occurrence
district	varchar(36)	The district of event occurrence
street	varchar(128)	The street of event occurrence
house_number	varchar(36)	The house number where the event occurred
geo_position	geography	Geographical coordinate of the event occurrence (longitude, latitude)

Tag table model#

The database table model describes tags for events. Tags are specified in an event creation request.

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	integer	Foreign key of an event
tag	varchar(36)	An event tag

Attach_result table model#

The database table model describes the attachment of the face created from an event to a list. The face is created using "face_policy". The face is attached to a list using "link_to_lists_policy".

Name	Type	Description
id	bigint	Primary key of the table (digital)
numeric_id	integer	Foreign key of an event
list_id	uuid	A list to which the created face was attached

Tasks database#

Task table model#

The database table model describes the created tasks. It includes general information about a task and its content.

Name	Type	Description
task_id	integer	Task ID
create_time	timestamp	Task creation time
end_time	timestamp	Task end time
last_update_time	timestamp	Task last update time
task_type	integer	Task type: unknown (0), linker task (1), clusterization task (2), report creation task (3), garbage collection task (4), additional extraction task (5), cross-matching task (6), ROC-curve calculation task (7), objects export task (8), estimation task (9)
task_status	integer	Task status: pending (0), in progress (1), cancelled (2), failed (3), collect results (4), done (5). The status is updated by Tasks workers.
result_id	varchar(36)	ID of the task result
account_id	varchar(36)	ID of the account to which the task belongs
count_task_parts_done	integer	Number of finished subtasks
count_task_parts_all	integer	Total number of subtasks
content	text	Contains filters and request parameters for the task
description	varchar(128)	Contains user-defined task description

Subtask table model#

The database table model includes information about created subtasks. Depending on a task type there may be one or several subtasks.

Name	Type	Description
subtask_id	integer	Subtask ID
task_id	integer	The ID of the corresponding task
result_id	varchar(36)	The ID of the subtask result
create_time	timestamp	Subtask creation time
end_time	timestamp	Subtask end time
subtask_status	integer	Subtask status: pending (0), in progress (1), cancelled (2), failed (3), collect results (4), done (5). The status is updated by Tasks workers
content	varchar(2048)	Contains filters and request parameters for a subtask processing

Task_error table model#

The database table model includes information about errors occurred during task processing. Errors are added to the table by Tasks workers.

Name	Type	Description
error_id	integer	A task error ID
task_id	integer	ID of the corresponding task
error_code	integer	An error code
description	varchar(64)	An error short description
detail	varchar(1024)	The detailed description of the error
additional_info	varchar(128)	Additional information about the error. It may include lost object IDs or any other useful information
error_time	timestamp	Time when the error occurred

Handlers database#

Oracle and Postgres databases are supported.

Handler table model#

Name	Type	Description
account_id	varchar(36)	UUID4 standard account ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format, the handler belongs to
create_time	timestamp	Date and time of handler creation
description	varchar(128)	Handler description provided by the user
handler_id	varchar(36)	UUID4 standard handler ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
is_dynamic	boolean	Whether the handler is dynamic
last_update_time	timestamp	Date and time of last change of the handler
policies	varchar(2048)	JSON with policies

Verifier table model#

Name	Type	Description
account_id	varchar	UUID4 standard account ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format, the verifier belongs to
create_time	timestamp	Date and time of verifier creation
description	varchar	Verifier description provided by the user
verifier_id	varchar(36)	UUID4 standard verifier ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
last_update_time	timestamp	Date and time of the latest handler modification
policies	varchar(2048)	JSON with policies
version	integer	Verifier version

Luna-handlers_migrations table model#

Name	Type	Description
version_num	varchar(32)	Parameter required for database migration

Configurator database#

Limitation table model#

Table with limitations.

Name	Type	Description
limitation_name	varchar(128)	Name of the limitation
validation_schema	varchar	Limitation validation schema
services	varchar	List of services
default_value	varchar	Default limitation value
description	varchar(128)	Limitation description

Settings table model#

Table of settings.

Name	Type	Description
id	integer	Setting ID
value	varchar	Setting value
description	varchar(128)	Settings description
create_time	timestamp	Setting creation time
last_update_time	timestamp	Latest time of setting modification
name	varchar(128)	Setting name
is_default	boolean	Whether the setting is default

Tag table model#

Table of tags.

Name	Type	Description
id	integer	Setting ID
name	varchar(128)	Setting name
tag	varchar(128)	Setting tag string

Group table model#

Table of groups.

Name	Type	Description
group_name	varchar(128)	Group name
description	varchar(256)	Group description

Group_limitation table model#

Table of limitation groups links.

Name	Type	Description
group_name	varchar(128)	Group name
limitation_name	varchar(128)	Limitation name

Configs_migration table model#

Name	Type	Description
revision	varchar(36)	Revision of settings migration

Luna-conf_migrations table model#

Name	Type	Description
version_num	varchar(32)	Parameter required for database migration

Backport3 database#

Account table model#

Database table model for account.

Name	Type	Description
account_id	varchar(36)	UUID4 standard account ID
active	boolean	Account status

Account_token model table#

Name	Type	Description
token_id	varchar(36)	Token ID
account_id	varchar(36)	Account ID, the token is linked to
token_info	varchar(128)	A string with token data

Person table model#

Database table model for persons.

Name	Type	Description
person_id	varchar(36)	UUID4 standard person ID, in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
account_id	varchar(36)	UUID4 standard ID of the account to which the person belongs, "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
user_data	varchar(128)	Person user data
create_time	timestamp	Date and time of person creation
external_id	varchar(36)	Person ID in external system

Persons_list table model#

Name	Type	Description
list_id	varchar(36)	UUID4 standard list ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
account_id	varchar(36)	UUID4 standard account ID, in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
create_time	timestamp	Date and time of list creation

Descriptors_list table model#

Name	Type	Description
list_id	(varchar(36)	UUID4 standard list ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
account_id	(varchar(36)	UUID4 standard account ID, the list belongs to, in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
create_time	timestamp	Date and time of list creation

List_person table model#

Database table model for links between persons and lists.

Name	Type	Description
list_id	varchar(36)	UUID4 standard list ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
person_id	varchar(36)	UUID4 standard person ID, in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format

Person_face table model#

Database table model for links between persons and faces.

Name	Type	Description
person_id	varchar(36)	UUID4 standard person ID, in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
face_id	varchar(36)	UUID4 standard face ID, in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format

Luna-backport3_migrations table model#

Name	Type	Description
version_num	varchar(32)	Parameter required for database migration

Handler table model#

Database table model for handlers.

Name	Type	Description
account_id	varchar(36)	UUID4 standard account ID, the handler belongs to, in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
type	integer	Handler type
handler_id	varchar(36)	UUID4 standard handler ID in "xxxxxxxx-xxxx-4xxx-xx-xxxxxxxxxxxx" format
create_time	timestamp	Date and time of handler creation
last_update_time	timestamp	Date and time of the latest handler modification
policies	varchar(2048)	JSON with policies
version	integer	Handler version

Accounts database#

Account table model#

Name	Type	Description
account_id	varchar(36)	Account ID in UUID4 format
login	varchar(128)	Account login
password	varchar(128)	Account password
description	varchar(128)	Account description
account_type	varchar(16)	Account type: user, advanced_user, admin

Token table model#

Name	Type	Description
token_id	varchar(36)	Token ID in UUID4 format
permissions	varchar(128)	Token permissions
expiration_time	varchar(128)	Token expiration time
visibility_area	varchar(128)	Token visibility area: all, account (only objects of this account)
description	varchar(16)	Description
account_id	varchar(16)	Account ID in UUID4 format to which the token is linked

Luna-accounts_migration table model#

Name	Type	Description
version_num	varchar(32)	Parameter required for database migration