Skip to main content
License Python-Version Dependencies PyPI-Server

Generate a type tree view of a Python object’s contents and attributes. The subtrees with the same type pattern are grouped together as a repeating structure, which forms a much more compact tree. This is very useful, for example, for quickly identifying the overall structure of a JSON object, which often contains many repeating type patterns.

  • Includes a GUI with mouse and keyboard navigation through the nodes.

  • Has Ctrl+C/double-click support for copying paths to the inner nodes.

  • No external dependency.

Installation

Install only typetree (no external dependency):

pip install typetree

Include pyperclip for better clipboard support (optional):

pip install typetree[clipboard]

Examples

Nested iterables:

import typetree

d = [{'a', 'b', 1, 2, (3, 4), (5, 6), 'c', .1}, {'a': 0, 'b': ...}]
typetree.print_tree(d)
<list>[2]
├── [0]: <set>[8]
│   ├── (×1) <float>
│   ├── (×2) <int>
│   ├── (×2) <tuple>[2]
│   │   └── [:2]: <int>
│   └── (×3) <str>
└── [1]: <dict>[2]
    ├── ['a']: <int>
    └── ['b']: <ellipsis>

Attributes

Only the mutable attributes returned by vars() are shown by default. If you wish to view the other attributes too, use include_dir=True. This will search the dir() attributes, except the special (__special__) and the protected (_protected) ones. This can be changed by setting include_special=True and include_protected=True. Beware that this will drastically increase the tree size, so you should also limit the search depth max_depth and/or number of branches max_branches, or the application will likely freeze.

typetree.print_tree((0,), include_dir=True, max_depth=2, max_lines=15)
<tuple>[1]
├── .count: <builtin_function_or_method>
├── .index: <builtin_function_or_method>
└── [0]: <int>
    ├── .as_integer_ratio: <builtin_function_or_method>
    ├── .bit_count: <builtin_function_or_method>
    ├── .bit_length: <builtin_function_or_method>
    ├── .conjugate: <builtin_function_or_method>
    ├── .denominator: <int>
    │   └── ...
    ├── .from_bytes: <builtin_function_or_method>
    ├── .imag: <...> <int>
    │   └── ...
    ├── .numerator: <...> <int>
...

Note that the last two items have a special tag <...> which means it has identified an infinite recursion.

XML etree integration

Use type_name_lookup to specify how to retrieve the string to be displayed as the type name. End nodes of XML etrees are empty tuples, so the parameter value_lookup should also be given to specify how to retrieve their values.

import urllib.request
import xml.etree.ElementTree

url = 'https://www.w3schools.com/xml/simple.xml'
with urllib.request.urlopen(url) as response:
    r = response.read()
text = str(r, encoding='utf-8')
tree = xml.etree.ElementTree.fromstring(text)

typetree.print_tree(
    tree,
    type_name_lookup=lambda x: x.tag,
    value_lookup=lambda x: x.text,
)
<breakfast_menu>[5]
└── [:5]: <food>[4]
    ├── [0]: <name>
    ├── [1]: <price>
    ├── [2]: <description>
    └── [3]: <calories>

DOM integration

DOM objects are not directly iterable. Child nodes must be accessed through attribute lookup, which can be specified by the parameter items_lookup:

import xml.dom.minidom

dom = xml.dom.minidom.parseString(text)

typetree.print_tree(
    dom,
    items_lookup=lambda x: x.childNodes,
    type_name_lookup=lambda x: x.nodeName,
    value_lookup=lambda x: x.text,
    max_lines=10,
)
<#document>[1]
└── [0]: <breakfast_menu>[11]
    ├── [0]: <#text>
    ├── [1]: <food>[9]
    │   ├── [0]: <#text>
    │   ├── [1]: <name>[1]
    │   │   └── [0]: <#text>
    │   ├── [2]: <#text>
    │   ├── [3]: <price>[1]
...

Alternatively, you can use configuration templates:

typetree.print_tree(dom, config=typetree.Format.DOM, max_lines=10)

Which gives the same output.

Interactive GUI

import json

url2 = 'https://archive.org/metadata/TheAdventuresOfTomSawyer_201303'

with urllib.request.urlopen(url2) as response2:
    r2 = response2.read()
text2 = str(r2, encoding='utf-8')
json2 = json.loads(text2)

typetree.view_tree(json2)
https://raw.githubusercontent.com/hugospinelli/typetree/master/docs/_static/GUI_Example1.png
  • Double click or press Ctrl+C to copy the path to the selected node.

  • Use right-click on the plus/minus icons to expand/collapse each of the inner nodes without affecting the node you clicked on.

  • You can use the arrow keys to navigate and the space bar instead of the right-click.

Parameters

Configuration parameters

items_lookup: Callable[[Any], Any] = lambda var: var
type_name_lookup: Callable[[Any], str] = lambda var: type(var).__name__
value_lookup: Callable[[Any], Any] = lambda var: var
sort_keys: bool = True
show_lengths: bool = True
include_attributes: bool = True
include_dir: bool = False
include_protected: bool = False
include_special: bool = False
max_lines: float = 1000
max_search: float = 100_000
max_depth: float = 20
max_branches: float = float('inf')
  • items_lookup: Function used to access the node’s content.

  • type_name_lookup: Function used to get the type name.

  • value_lookup: Function used to get the value when the node’s content is empty (tree leaves).

  • sort_keys: Flag for sorting keys alphabetically.

  • show_lengths: Flag for displaying lengths of iterables. This affects how subtrees are grouped together, since sequences with different sizes but same content types will be considered equivalent.

  • include_attributes: Flag for including the mutable attributes returned by vars.

  • include_dir: Flag for including the attributes returned by dir, except the protected (_protected) and special (__special__) ones.

  • include_protected: Flag for including the protected (_protected) attributes.

  • include_special: Flag for including the special (__special__) attributes.

  • max_lines: Maximum number of lines to be printed. For the GUI, it is the maximum number of rows to be displayed, not including the extra ellipsis at the end. Can be disabled by setting it to infinity (float('inf') or math.inf).

  • max_search: Maximum number of nodes searched. Can be disabled by setting it to infinity (not recommended).

  • max_depth: Maximum display depth. Beware that the true search depth is one higher than specified. Can be disabled by setting it to infinity.

  • max_branches: Maximum number of branches displayed on each node This only applies after grouping. Can be disabled by setting it to infinity.

Additionally, there is a helper class Format which contains configuration templates for common object types. Currently, the templates are:

  • Format.DOM

  • Format.HTML

  • Format.XML

These templates can be passed to the parameter config.

GUI

For the GUI, both the Tree(...).view method and the view_tree function accept two additional arguments to configure whether the new window is created asynchronously and by which method (threading or multiprocessing):

spawn_thread: bool = True
spawn_process: bool = False

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

typetree-0.1.2.tar.gz (24.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

typetree-0.1.2-py3-none-any.whl (21.9 kB view details)

Uploaded Python 3

File details

Details for the file typetree-0.1.2.tar.gz.

File metadata

  • Download URL: typetree-0.1.2.tar.gz
  • Upload date:
  • Size: 24.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.10.6

File hashes

Hashes for typetree-0.1.2.tar.gz
Algorithm Hash digest
SHA256 1de99a3e2bdd2d3368f6f438d7271e6f26882da555b3b8fc992fae862a731e0b
MD5 b5ea3589520b909d3217c6dc8f3c4f57
BLAKE2b-256 ba6518e6ba25659a72d682e4d302ecbef3ea14be33d3903f0083298221585a76

See more details on using hashes here.

File details

Details for the file typetree-0.1.2-py3-none-any.whl.

File metadata

  • Download URL: typetree-0.1.2-py3-none-any.whl
  • Upload date:
  • Size: 21.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.10.6

File hashes

Hashes for typetree-0.1.2-py3-none-any.whl
Algorithm Hash digest
SHA256 e8f757c78cf91c59b1ad6212853d6adc00278af51d1ac6bd8869e8041a492175
MD5 e2e7022f18112d5ce0dba04985fe6c4d
BLAKE2b-256 983f57156c28b59d44985d39a89eb20c990152c464ac2daf91cb77d3dfed5cc5

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page