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{ | ||
"cells": [ | ||
{ | ||
"attachments": {}, | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Nutree Tutorial" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"Nutree organizes arbitrary object instances in an unobtrusive way. <br>\n", | ||
"That means, we can add existing objects without havin to derrive from a common \n", | ||
"base class or having them implement a specific protocol." | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Setup some sample classes and objects" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 31, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"import uuid\n", | ||
"\n", | ||
"\n", | ||
"class Department:\n", | ||
" def __init__(self, name: str):\n", | ||
" self.guid = uuid.uuid4()\n", | ||
" self.name = name\n", | ||
"\n", | ||
" def __str__(self):\n", | ||
" return f\"Department<{self.name}>\"\n", | ||
"\n", | ||
"\n", | ||
"class Person:\n", | ||
" def __init__(self, name: str, age: int):\n", | ||
" self.guid = uuid.uuid4()\n", | ||
" self.name = name\n", | ||
" self.age = age\n", | ||
"\n", | ||
" def __str__(self):\n", | ||
" return f\"Person<{self.name} ({self.age})>\"" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"Now create some instances" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 32, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"development_dep = Department(\"Development\")\n", | ||
"test__dep = Department(\"Test\")\n", | ||
"marketing_dep = Department(\"Marketing\")\n", | ||
"\n", | ||
"alice = Person(\"Alice\", 25)\n", | ||
"bob = Person(\"Bob\", 35)\n", | ||
"claire = Person(\"Claire\", 45)\n", | ||
"dave = Person(\"Dave\", 55)" | ||
] | ||
}, | ||
{ | ||
"attachments": {}, | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"Let's organize these objects in a hierarchical structure:" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 33, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"Tree<'Organization'>\n", | ||
"├── <__main__.Department object at 0x111f04e00>\n", | ||
"│ ├── <__main__.Department object at 0x111b89f70>\n", | ||
"│ │ ╰── <__main__.Person object at 0x111f05520>\n", | ||
"│ ╰── <__main__.Person object at 0x111f04da0>\n", | ||
"├── <__main__.Department object at 0x111edac90>\n", | ||
"│ ╰── <__main__.Person object at 0x111f06a50>\n", | ||
"╰── <__main__.Person object at 0x111ed9880>\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"from nutree import Tree\n", | ||
"\n", | ||
"tree = Tree(\"Organization\")\n", | ||
"\n", | ||
"dev_node = tree.add(development_dep)\n", | ||
"test_node = dev_node.add(test__dep)\n", | ||
"mkt_node = tree.add(marketing_dep)\n", | ||
"\n", | ||
"tree.add(alice)\n", | ||
"dev_node.add(bob)\n", | ||
"test_node.add(claire)\n", | ||
"mkt_node.add(dave)\n", | ||
"\n", | ||
"tree.print()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"Tree nodes store a reference to the object in the `node.data` attribute.\n", | ||
"\n", | ||
"The nodes are formatted by the object's `__repr__` implementation by default. <br>\n", | ||
"We can overide ths by passing an f-string as `repr` argument:" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 34, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"Tree<'Organization'>\n", | ||
"├── Department<Development>\n", | ||
"│ ├── Department<Test>\n", | ||
"│ │ ╰── Person<Claire (45)>\n", | ||
"│ ╰── Person<Bob (35)>\n", | ||
"├── Department<Marketing>\n", | ||
"│ ╰── Person<Dave (55)>\n", | ||
"╰── Person<Alice (25)>\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"tree.print(repr=\"{node.data}\")" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Iteration and Searching" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Mutation" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Data IDs and Clones" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 35, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"Node<'Department<Development>', data_id=287245536>\n", | ||
"├── Node<'Department<Test>', data_id=287017463>\n", | ||
"│ ╰── Node<'Person<Claire (45)>', data_id=287245650>\n", | ||
"╰── Node<'Person<Bob (35)>', data_id=287245530>\n", | ||
"Node<'Department<Marketing>', data_id=287234761>\n", | ||
"╰── Node<'Person<Dave (55)>', data_id=287245989>\n", | ||
"Node<'Person<Alice (25)>', data_id=287234440>\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"tree.print(repr=\"{node}\", title=False)" | ||
] | ||
}, | ||
{ | ||
"cell_type": "markdown", | ||
"metadata": {}, | ||
"source": [ | ||
"# Serialization" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 36, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"[{'data': 'Department<Development>',\n", | ||
" 'children': [{'data': 'Department<Test>',\n", | ||
" 'children': [{'data': 'Person<Claire (45)>'}]},\n", | ||
" {'data': 'Person<Bob (35)>'}]},\n", | ||
" {'data': 'Department<Marketing>',\n", | ||
" 'children': [{'data': 'Person<Dave (55)>'}]},\n", | ||
" {'data': 'Person<Alice (25)>'}]" | ||
] | ||
}, | ||
"execution_count": 36, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [ | ||
"tree.to_dict_list()" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 37, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"data": { | ||
"text/plain": [ | ||
"[(0, {}), (1, {}), (2, {}), (1, {}), (0, {}), (5, {}), (0, {})]" | ||
] | ||
}, | ||
"execution_count": 37, | ||
"metadata": {}, | ||
"output_type": "execute_result" | ||
} | ||
], | ||
"source": [ | ||
"list(tree.to_list_iter())" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": 38, | ||
"metadata": {}, | ||
"outputs": [ | ||
{ | ||
"name": "stdout", | ||
"output_type": "stream", | ||
"text": [ | ||
"Tree<'4595934048'>\n", | ||
"╰── 'A'\n" | ||
] | ||
} | ||
], | ||
"source": [ | ||
"t = Tree._from_list([(0, \"A\")])\n", | ||
"print(t.format())" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": ".venv", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.12.6" | ||
}, | ||
"orig_nbformat": 4 | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 2 | ||
} |
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