Source code for tensorbay.client.statistics
#!/usr/bin/env python3
#
# Copyright 2021 Graviti. Licensed under MIT License.
#
"""The basic structure of the label statistics."""
from typing import Any, Dict
from tensorbay.utility import UserMapping
[docs]class Statistics(UserMapping[str, Any]):
"""This class defines the basic structure of the label statistics.
Arguments:
data: The dict containing label statistics.
"""
def __init__(self, data: Dict[str, Any]) -> None:
self._data: Dict[str, Any] = data
[docs] def dumps(self) -> Dict[str, Any]:
"""Dumps the label statistics into a dict.
Returns:
A dict containing all the information of the label statistics.
Examples:
>>> label_statistics = Statistics(
... {
... 'BOX3D': {
... 'quantity': 1234
... },
... 'KEYPOINTS2D': {
... 'quantity': 43234,
... 'categories': [
... {
... 'name': 'person.person',
... 'quantity': 43234
... }
... ]
... }
... }
... )
>>> label_statistics.dumps()
... {
... 'BOX3D': {
... 'quantity': 1234
... },
... 'KEYPOINTS2D': {
... 'quantity': 43234,
... 'categories': [
... {
... 'name': 'person.person',
... 'quantity': 43234
... }
... ]
... }
... }
"""
return self._data