LEIP Events

class events.App(*, id: Optional[str] = None, name: Optional[str] = None, version: Optional[str] = None, container_version: Optional[str] = None, org_name: str = 'Latent AI', org_url: str = 'https://latentai.com/')

Application metadata for events.

Parameters

  • id (Optional[str]) –

  • name (Optional[str]) –

  • version (Optional[str]) –

  • container_version (Optional[str]) –

  • org_name (str) –

  • org_url (str) –

Return type

None

container_version: Optional[str]

Version of the running container, if applicable.

id: Optional[str]

ID of the application.

name: Optional[str]

Name of the application.

org_name

Name of the organization that maintains the application.

org_url

URL of the organization that maintains the application.

version: Optional[str]

Version of the application.

class events.EventLogger(*, app: App = App(id=None, name=None, version=None, container_version=None, org_name='Latent AI', org_url='https://latentai.com/'), buffer_directory: Optional[CreatedDirectoryPath] = None, buffer_limit: int = 200, http_url: str = '', http_headers: Dict[str, str] = {}, http_method: str = 'POST', user_id: Optional[str] = None, project_id: Optional[str] = None, session: Dict[str, Any] = {}, tags: List[str] = [])

Instances of this class log events to configured targets.

Parameters

  • app (App) –

  • buffer_directory (Optional[CreatedDirectoryPath]) –

  • buffer_limit (int) –

  • http_url (str) –

  • http_headers (Dict[str, str]) –

  • http_method (str) –

  • user_id (Optional[str]) –

  • project_id (Optional[str]) –

  • session (Dict[str, Any]) –

  • tags (List[str]) –

Return type

None

app: events.payload.App

Application metadata.

buffer_directory: Optional[commons.types.CreatedDirectoryPath]

Optional buffer directory where events are stored as JSON files.

buffer_limit: int

Limit file count of the buffer directory. When the limit is reached, the oldest file is deleted after a new one was saved.

classmethod from_json_file(path: Union[str, PathLike]) → EventLogger

Creates an instance from a JSON file.

Parameters

path (Union[str, PathLike]) – Path to the input JSON file.

Returns

The created instance.

Return type

EventLogger

http_headers: Dict[str, str]

Headers for the HTTP endpoint.

http_method: str

Method used for the HTTP request.

http_url: str

Optional HTTP endpoint where events are sent as JSON.

log(name: str, category: Optional[str] = None, tags: List[str] = [], output_path: Optional[Union[str, PathLike]] = None, **kwargs) → None

Logs an instant event. The resulting event payload will include these fields:

ts

A timestamp as milliseconds from the epoch.

id

A UUID to identify the event.

aid

The pre-configured application ID.

did

A Docker container ID, if available.

meta

The preconfigured application metadata and device metadata obtained from the O.S.

session

The session object that this logger contains.

uid

The user ID assigned to this logger.

pid

The project ID assigned to this logger.

name

The given name of the event.

category

The given category of the event.

tags

List of tags per user.

data

Includes all other keyword arguments in this call.

Parameters

  • name (str) – A name for the event, stored in name key of the payload.

  • category (Optional[str]) – A category for the event, stored in category key of the payload.

  • tags (List[str]) – List of tags to be included in the event.

  • output_path (Optional[Union[str, PathLike]]) – Directory path where to save event as a results.json file.

  • kwargs – Additional key-value pairs to include inside the data key of the payload.

Return type

None

project_id: Optional[str]

Project ID to include in events.

session: Dict[str, Any]

Session data that all event payloads will contain.

tags: List[str]

Default tags to add to all event payloads. Will combine with provided tags.

track(name: str, category: Optional[str] = None, tags: List[str] = [], output_path: Union[str, PathLike] = None, session: Dict[str, Any] = {}, **kwargs) → Iterator[Event]

Context manager to execute code that logs an event when finished. The resulting event payload will include all fields described in log method, plus:

stats

Start, end, and duration times in seconds.

session

The session object that this logger contains merged with the provided session object. All events that are generated inside the context manager will also contain this merged session object.

Also, you can use the event object obtained from the context manager to add more keys inside data key of the payload by using its add method.

Parameters

  • name (str) – A name for the event, stored in name key of the payload.

  • category (Optional[str]) – A category for the event, stored in category key of the payload.

  • tags (List[str]) – List of tags to be included in the event.

  • output_path (Union[str, PathLike]) – Directory path where to save event as a results.json file.

  • session (Dict[str, Any]) – A session object that is merged with this logger’s session object to store in session key of the payload.

  • kwargs – Additional key-value pairs to include inside the data key of the payload.

Returns

An event object that may be used to add data to the event.

Return type

Iterator[Event]

user_id: Optional[str]

User ID to include in events.