ClusterInsightResult Class

Insights from the cluster analysis.

Constructor

ClusterInsightResult(*args: Any, **kwargs: Any)

Variables

Name	Description
summary	InsightSummary Summary of the insights report. Required.
clusters	list[InsightCluster] List of clusters identified in the insights. Required.
coordinates	dict[str, ChartCoordinate] Optional mapping of IDs to 2D coordinates used by the UX for visualization. The map keys are string identifiers (for example, a cluster id or a sample id) and the values are the coordinates and visual size for rendering on a 2D chart. This property is omitted unless the client requests coordinates (for example, by passing includeCoordinates=true as a query parameter). Example: { "cluster-1": { "x": 12, "y": 34, "size": 8 }, "sample-123": { "x": 18, "y": 22, "size": 4 } } Coordinates are intended only for client-side visualization and do not modify the canonical insights results.

Methods

as_dict	Return a dict that can be turned into json using json.dump.
clear	Remove all items from D.
copy
get	Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: D[k] if k in D, else d. :rtype: any
items
keys
pop	Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.
popitem	Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if D is empty.
setdefault	Same as calling D.get(k, d), and setting D[k]=d if k not found :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: D[k] if k in D, else d. :rtype: any
update	Updates D from mapping/iterable E and F. :param any args: Either a mapping object or an iterable of key-value pairs.
values

as_dict

Return a dict that can be turned into json using json.dump.

as_dict(*, exclude_readonly: bool = False) -> dict[str, Any]

Keyword-Only Parameters

Name	Description
exclude_readonly	bool Whether to remove the readonly properties. Default value: False

Returns

Type	Description
dict	A dict JSON compatible object

clear

Remove all items from D.

clear() -> None

copy

copy() -> Model

get

Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: D[k] if k in D, else d. :rtype: any

get(key: str, default: Any = None) -> Any

Parameters

Name	Description
key Required
default	Default value: None

items

items() -> ItemsView[str, Any]

Returns

Type	Description
ItemsView	set-like object providing a view on D's items

keys

keys() -> KeysView[str]

Returns

Type	Description
KeysView	a set-like object providing a view on D's keys

pop

Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.

pop(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

popitem

Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if D is empty.

popitem() -> tuple[str, Any]

setdefault

Same as calling D.get(k, d), and setting D[k]=d if k not found :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: D[k] if k in D, else d. :rtype: any

setdefault(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

update

Updates D from mapping/iterable E and F. :param any args: Either a mapping object or an iterable of key-value pairs.

update(*args: Any, **kwargs: Any) -> None

values

values() -> ValuesView[Any]

Returns

Type	Description
ValuesView	an object providing a view on D's values

Attributes

clusters

List of clusters identified in the insights. Required.

clusters: list['_models.InsightCluster']

coordinates

Optional mapping of IDs to 2D coordinates used by the UX for visualization.

The map keys are string identifiers (for example, a cluster id or a sample id) and the values are the coordinates and visual size for rendering on a 2D chart.

This property is omitted unless the client requests coordinates (for example, by passing includeCoordinates=true as a query parameter).

Example:

    {
      "cluster-1": { "x": 12, "y": 34, "size": 8 },
      "sample-123": { "x": 18, "y": 22, "size": 4 }
    }

   Coordinates are intended only for client-side visualization and do not
   modify the canonical insights results.

coordinates: dict[str, '_models.ChartCoordinate'] | None

summary

Summary of the insights report. Required.

summary: _models.InsightSummary