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Class for logging whylogs statistics.
Arguments:
session_id
: The session ID value. Should be set by the Session bojectdataset_name
: The name of the dataset. Gets included in the DatasetProfile metadata and can be used in generated filenames.dataset_timestamp
: Optional. The timestamp that the logger representssession_timestamp
: Optional. The time the session was createdtags
: Optional. Dictionary of key, value for aggregating data upstreammetadata
: Optional. Dictionary of key, value. Useful for debugging (associated with every single dataset profile)writers
: Optional. List of Writer objects used to write out the datawith_rotation_time
: Optional. Combined withinterval
to create a new output log file at regular intervals,"s" for seconds, "m" for minutes, "h" for hours, "d" for days
Output filename will have a suffix reflecting the rotation interval.
interval
: Rotation interval multiplier, defaults to 1.verbose
: enable debug loggingcache_size
: dataprofiles to cachesegments
: define either a list of segment keys or a list of segments tags: [ {"key":<featurename>,"value": <featurevalue>},... ]profile_full_dataset
: when segmenting dataset, an option to keep the full unsegmented profile of the dataset.constraints
: static assertions to be applied to streams and summaries.