Adding upstream version 1.6.4.
Signed-off-by: Daniel Baumann <daniel@debian.org>
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docs/source/index.rst
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.. treelib documentation master file, created by
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sphinx-quickstart on Thu Dec 20 16:30:18 2018.
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You can adapt this file completely to your liking, but it should at least
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contain the root `toctree` directive.
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Welcome to treelib's documentation!
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***********************************
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.. toctree::
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:maxdepth: 2
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:caption: Contents:
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Introduction
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============
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`Tree <http://en.wikipedia.org/wiki/Tree_%28data_structure%29>`_ is an
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important data structure in computer science. Examples are shown in ML algorithm designs such as random forest tree and software engineering such as file system index. `treelib <https://github.com/caesar0301/pyTree>`_ is created to provide an efficient implementation of tree data structure in Python.
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The main features of `treelib` includes:
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* Efficient operation of node searching, O(1).
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* Support common tree operations like **traversing**, **insertion**, **deletion**, **node moving**, **shallow/deep copying**, **subtree cutting** etc.
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* Support user-defined data payload to accelerate your model construction.
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* Pretty tree showing and text/json dump for pretty show and offline analysis.
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* Compatible with Python 2 and 3.
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Installation
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============
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The rapidest way to install treelib is using the package management tools like
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``easy_install`` or ``pip`` with command
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.. code-block:: sh
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$ sudo easy_install -U treelib
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or the setup script
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.. code-block:: sh
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$ sudo python setup.py install
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**Note**: With the package management tools, the hosted version may be falling
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behind current development branch on `Github
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<https://github.com/caesar0301/pyTree>`_. If you encounter some problems, try
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the freshest version on Github or open `issues
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<https://github.com/caesar0301/pyTree/issues>`_ to let me know your problem.
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Examples
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========
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Basic Usage
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-------------
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.. code-block:: sh
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>>> from treelib import Node, Tree
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>>> tree = Tree()
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>>> tree.create_node("Harry", "harry") # root node
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>>> tree.create_node("Jane", "jane", parent="harry")
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>>> tree.create_node("Bill", "bill", parent="harry")
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>>> tree.create_node("Diane", "diane", parent="jane")
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>>> tree.create_node("Mary", "mary", parent="diane")
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>>> tree.create_node("Mark", "mark", parent="jane")
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>>> tree.show()
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Harry
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├── Bill
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└── Jane
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├── Diane
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│ └── Mary
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└── Mark
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API Examples
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--------------
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**Example 1**: Expand a tree with specific mode (Tree.DEPTH [default],
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Tree.WIDTH, Tree.ZIGZAG).
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.. code-block:: sh
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>>> print(','.join([tree[node].tag for node in \
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tree.expand_tree(mode=Tree.DEPTH)]))
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Harry,Bill,Jane,Diane,Mary,Mark
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**Example 2**: Expand tree with custom filter.
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.. code-block:: sh
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>>> print(','.join([tree[node].tag for node in \
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tree.expand_tree(filter = lambda x: \
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x.identifier != 'diane')]))
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Harry,Bill,Jane,Mark
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**Example 3**: Get a subtree with the root of 'diane'.
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.. code-block:: sh
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>>> sub_t = tree.subtree('diane')
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>>> sub_t.show()
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Diane
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└── Mary
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**Example 4**: Paste a new tree to the original one.
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.. code-block:: sh
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>>> new_tree = Tree()
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>>> new_tree.create_node("n1", 1) # root node
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>>> new_tree.create_node("n2", 2, parent=1)
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>>> new_tree.create_node("n3", 3, parent=1)
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>>> tree.paste('bill', new_tree)
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>>> tree.show()
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Harry
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├── Bill
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│ └── n1
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│ ├── n2
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│ └── n3
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└── Jane
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├── Diane
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│ └── Mary
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└── Mark
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**Example 5**: Remove the existing node from the tree
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.. code-block:: sh
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>>> tree.remove_node(1)
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>>> tree.show()
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Harry
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├── Bill
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└── Jane
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├── Diane
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│ └── Mary
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└── Mark
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**Example 6**: Move a node to another parent.
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.. code-block:: sh
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>>> tree.move_node('mary', 'harry')
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>>> tree.show()
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Harry
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├── Bill
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├── Jane
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│ ├── Diane
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│ └── Mark
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└── Mary
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**Example 7**: Get the height of the tree.
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.. code-block:: sh
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>>> tree.depth()
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2
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**Example 8**: Get the level of a node.
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.. code-block:: sh
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>>> node = tree.get_node("bill")
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>>> tree.depth(node)
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1
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**Example 9**: Print or dump tree structure. For example, the same tree in
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basic example can be printed with 'ascii-em':
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.. code-block:: sh
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>>> tree.show(line_type="ascii-em")
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Harry
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╠══ Bill
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╠══ Jane
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║ ╠══ Diane
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║ ╚══ Mark
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╚══ Mary
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In the JSON form, to_json() takes optional parameter with_data to trigger if
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the data field is appended into JSON string. For example,
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.. code-block:: sh
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>>> print(tree.to_json(with_data=True))
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{"Harry": {"data": null, "children": [{"Bill": {"data": null}}, {"Jane": {"data": null, "children": [{"Diane": {"data": null}}, {"Mark": {"data": null}}]}}, {"Mary": {"data": null}}]}}
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**Example 10**: Save tree into file
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The function save2file require a filename.
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The file is opened to write using mode 'ab'.
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.. code-block:: sh
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>>> tree.save2file('tree.txt')
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Advanced Usage
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----------------
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Sometimes, you need trees to store your own data. The newest version of
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:mod:`treelib` supports ``.data`` variable to store whatever you want. For
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example, to define a flower tree with your own data:
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.. code-block:: sh
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>>> class Flower(object): \
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def __init__(self, color): \
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self.color = color
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You can create a flower tree now:
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.. code-block:: sh
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>>> ftree = Tree()
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>>> ftree.create_node("Root", "root", data=Flower("black"))
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>>> ftree.create_node("F1", "f1", parent='root', data=Flower("white"))
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>>> ftree.create_node("F2", "f2", parent='root', data=Flower("red"))
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Printing the colors of the tree:
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.. code-block:: sh
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>>> ftree.show(data_property="color")
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black
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├── white
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└── red
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**Notes:** Before version 1.2.5, you may need to inherit and modify the behaviors of tree. Both are supported since then. For flower example,
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.. code-block:: sh
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>>> class FlowerNode(treelib.Node): \
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def __init__(self, color): \
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self.color = color
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>>> # create a new node
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>>> fnode = FlowerNode("white")
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Indices and tables
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==================
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* :ref:`genindex`
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* :ref:`modindex`
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* :ref:`search`
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