MultiKeyIndexedCollection¶

class MultiKeyIndexedCollection(items=None)[source]¶

Bases: KeyIndexedCollection

Collection that can be indexed by multiple keys.

Base class for TagCollection instances. MultiKeyIndexedCollection makes it possible to add an object with an already existing key.

Parameters:

items : list, optional¶: List of ObjClassCollection, TagMetaCollection and TagCollection objects.

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)

# Create item with same key 'cat'
other_cat = sly.ObjClass('cat', sly.Rectangle)
collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_cat, item_turtle, other_cat])
print(collection.to_json())
# Output: [
#     {
#         "name": "cat",
#         "value_type": "none",
#         "color": "#0F198A",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     },
#     {
#         "title": "cat",
#         "shape": "rectangle",
#         "color": "#0F8A6B",
#         "geometry_config": {},
#         "hotkey": ""
#     },
#     {
#         "name": "turtle",
#         "value_type": "any_string",
#         "color": "#0F658A",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     }
# ]

Methods

`add`	Add given item to collection.
`add_items`	Add items from given list to collection.
`clone`	Makes a copy of KeyIndexedCollection with new fields, if fields are given, otherwise it will use fields of the original KeyIndexedCollection.
`difference`	Find difference between collection and given list of instances.
`get`	Get item from collection with given key(name).
`get_all`	Get item from collection with given key(name).
`has_key`	Check if given key(item name exist in collection).
`intersection`	Find intersection of given list of instances with collection items.
`items`	Get list of all items in collection.
`keys`	Get list of all keys(item names) in collection.
`merge`	Merge collection with other MultiKeyIndexedCollection object.
`merge_without_duplicates`	Merge collection with other MultiKeyIndexedCollection object.
`remove_items`	Remove items from collection by given list of keys.
`to_json`	Convert the KeyIndexedCollection to a json serializable list.

item_type¶: alias of KeyObject

add(item)¶

Add given item to collection.

Parameters:

item¶: ObjClassCollection, TagMetaCollection or TagCollection object.

Returns:

New instance of KeyIndexedCollection

Return type:

KeyIndexedCollection

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
collection = sly.collection.key_indexed_collection.KeyIndexedCollection([item_cat, item_turtle])

# Remember that KeyIndexedCollection object is immutable, and we need to assign new instance of KeyIndexedCollection to a new variable
item_dog = sly.ObjClass('dog', sly.Rectangle)
new_collection = collection.add(item_dog)

add_items(items)¶

Add items from given list to collection.

Parameters:

items¶: List of ObjClassCollection, TagMetaCollection or TagCollection objects.

Returns:

New instance of KeyIndexedCollection

Return type:

KeyIndexedCollection

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
collection = sly.collection.key_indexed_collection.KeyIndexedCollection([item_cat, item_turtle])

# Remember that KeyIndexedCollection object is immutable, and we need to assign new instance of KeyIndexedCollection to a new variable
item_dog = sly.ObjClass('dog', sly.Rectangle)
item_mouse = sly.ObjClass('mouse', sly.Bitmap)
new_collection = collection.add_items([item_dog, item_mouse])

clone(items=None)¶

Makes a copy of KeyIndexedCollection with new fields, if fields are given, otherwise it will use fields of the original KeyIndexedCollection.

Parameters:

items=None¶: List of ObjClassCollection, TagMetaCollection or TagCollection objects.

Returns:

New instance of KeyIndexedCollection

Return type:

KeyIndexedCollection

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
collection = sly.collection.key_indexed_collection.KeyIndexedCollection([item_cat, item_turtle])

# Remember that KeyIndexedCollection object is immutable, and we need to assign new instance of KeyIndexedCollection to a new variable
new_collection = collection.clone()

difference(other)¶

Find difference between collection and given list of instances.

Parameters:

other¶: List of items to subtract from the collection.

Returns:

KeyIndexedCollection object

Return type:

KeyIndexedCollection

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
collection = sly.collection.key_indexed_collection.KeyIndexedCollection([item_cat, item_turtle])

item_dog = sly.TagMeta('dog', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
items = [item_dog, item_turtle]

diff = collection.difference(items)
print(diff.to_json())
# Output: [
#     {
#         "name": "cat",
#         "value_type": "none",
#         "color": "#8A150F",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     }
# ]

get(key, default=None)[source]¶

Get item from collection with given key(name). If there are many values for the same key, the first value will be returned.

Parameters:

items : str: Name of KeyObject in collection.
default : optional¶: The value that is returned if there is no key in the collection.

Returns:

ObjClassCollection, TagMetaCollection or TagCollection object

Return type:

KeyObject

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_cat = sly.ObjClass('cat', sly.Rectangle)
collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_cat, item_turtle, other_cat])
item = collection.get('cat')
print(item)
# Output:
# Name:  cat                      Value type:none          Possible values:None       Hotkey                  Applicable toall        Applicable classes[]

get_all(key, default=[])[source]¶

Get item from collection with given key(name). If there are many values for the same key,all values will be returned by list.

Parameters:

items : str: Name of KeyObject in collection.
default : List, optional¶: The value that is returned if there is no key in the collection.

Returns:

List of ObjClassCollection, TagMetaCollection or TagCollection objects or empty list

Return type:

List[KeyObject] or list

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_cat = sly.ObjClass('cat', sly.Rectangle)
collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_cat, item_turtle, other_cat])
items = collection.get('cat')
print(items)
# Output:
# [<supervisely.annotation.tag_meta.TagMeta object at 0x7f0278662340>, <supervisely.annotation.obj_class.ObjClass object at 0x7f02786623a0>]

has_key(key)¶

Check if given key(item name exist in collection).

Parameters:

key : str¶: The key to look for in the collection.

Returns:

Is the key in the collection or not

Return type:

bool

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
collection = sly.collection.key_indexed_collection.KeyIndexedCollection([item_cat, item_turtle])

collection.has_key('cat') # True
collection.has_key('hamster') # False

intersection(other)[source]¶

Find intersection of given list of instances with collection items.

Parameters:

other¶: List of items to intersect with the collection.

Raises:

ValueError – if find items with same keys(item names)

Returns:

MultiKeyIndexedCollection object

Return type:

MultiKeyIndexedCollection

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_cat = sly.ObjClass('cat', sly.Rectangle)
collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_cat, item_turtle, other_cat])

# Note, item_cat_2 have same key as item_cat, but another value
item_cat_2 = sly.TagMeta('cat', sly.TagValueType.ANY_STRING)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
items = [item_cat_2, item_turtle]

intersect = collection.intersection(items)
print(intersect.to_json())
# Output: [
#     {
#         "name": "turtle",
#         "value_type": "any_string",
#         "color": "#5B8A0F",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     }
# ]

items()[source]¶

Get list of all items in collection.

Returns:

List of ObjClassCollection, TagMetaCollection or TagCollection objects

Return type:

List[KeyObject]

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_cat = sly.ObjClass('cat', sly.Rectangle)
collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_cat, item_turtle, other_cat])
print(collection.items())
# Output:
# [<supervisely.annotation.tag_meta.TagMeta object at 0x7fdbd28ce340>,
#  <supervisely.annotation.obj_class.ObjClass object at 0x7fdbd28ce3a0>,
#  <supervisely.annotation.tag_meta.TagMeta object at 0x7fdbd28ce370>]

keys()¶

Get list of all keys(item names) in collection.

Returns:

List of collection keys

Return type:

List[str]

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
collection = sly.collection.key_indexed_collection.KeyIndexedCollection([item_cat, item_turtle])
keys = collection.keys() # ['cat', 'turtle']

merge(other)[source]¶

Merge collection with other MultiKeyIndexedCollection object.

Parameters:

other¶: Other multi key indexed collection object.

Returns:

Merged multi key indexed collection object

Return type:

MultiKeyIndexedCollection

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_cat = sly.ObjClass('cat', sly.Rectangle)
collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_cat, item_turtle, other_cat])

item_dog = sly.TagMeta('dog', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_dog, item_turtle])

merge = collection.merge(other_collection)
print(merge.to_json())
# Output: [
#     {
#         "name": "cat",
#         "value_type": "none",
#         "color": "#198A0F",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     },
#     {
#         "title": "cat",
#         "shape": "rectangle",
#         "color": "#898A0F",
#         "geometry_config": {},
#         "hotkey": ""
#     },
#     {
#         "name": "turtle",
#         "value_type": "any_string",
#         "color": "#650F8A",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     },
#     {
#         "name": "turtle",
#         "value_type": "any_string",
#         "color": "#0F8A83",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     },
#     {
#         "name": "dog",
#         "value_type": "none",
#         "color": "#1A8A0F",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     }
# ]

merge_without_duplicates(other)[source]¶

Merge collection with other MultiKeyIndexedCollection object. Duplicates will be ignored.

Parameters:

other¶: Other multi key indexed collection object.

Raises:

ValueError – if item name from given MultiKeyIndexedCollection is in collection but items in both are different

Returns:

MultiKeyIndexedCollection object

Return type:

MultiKeyIndexedCollection

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_cat = sly.ObjClass('cat', sly.Rectangle)
collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_cat, item_turtle, other_cat])

item_dog = sly.TagMeta('dog', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
other_collection = sly.collection.key_indexed_collection.MultiKeyIndexedCollection([item_dog, item_turtle])

merge = collection.merge_without_duplicates(other_collection)
print(merge.to_json())
# Output: [
#     {
#         "name": "dog",
#         "value_type": "none",
#         "color": "#8A0F37",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     },
#     {
#         "name": "cat",
#         "value_type": "none",
#         "color": "#778A0F",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     },
#     {
#         "title": "cat",
#         "shape": "rectangle",
#         "color": "#8A0F76",
#         "geometry_config": {},
#         "hotkey": ""
#     },
#     {
#         "name": "turtle",
#         "value_type": "any_string",
#         "color": "#850F8A",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     }
# ]

remove_items(keys)¶

Remove items from collection by given list of keys. Creates a new instance of KeyIndexedCollection.

Parameters:

keys : List[str]¶: List of keys(item names) in collection.

Returns:

New instance of KeyIndexedCollection

Return type:

KeyIndexedCollection

to_json()¶

Convert the KeyIndexedCollection to a json serializable list.

Returns:

List of json serializable dicts

Return type:

List[dict]

Usage Example:

import supervisely as sly

item_cat = sly.TagMeta('cat', sly.TagValueType.NONE)
item_turtle = sly.TagMeta('turtle', sly.TagValueType.ANY_STRING)
collection = sly.collection.key_indexed_collection.KeyIndexedCollection([item_cat, item_turtle])
collection_json = collection.to_json()
# Output: [
#     {
#         "name": "cat",
#         "value_type": "none",
#         "color": "#8A0F12",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     },
#     {
#         "name": "turtle",
#         "value_type": "any_string",
#         "color": "#8A860F",
#         "hotkey": "",
#         "applicable_type": "all",
#         "classes": []
#     }
# ]