Python bindings to the Tree-sitter parsing library
Project description
py-tree-sitter
This module provides Python bindings to the tree-sitter parsing library.
Installation
This package currently only works with Python 3. There are no library dependencies, but you do need to have a C compiler installed.
pip3 install tree_sitter
Usage
Setup
First you'll need a Tree-sitter language implementation for each language that you want to parse. You can clone some of the existing language repos or create your own:
git clone https://github.com/tree-sitter/tree-sitter-go
git clone https://github.com/tree-sitter/tree-sitter-javascript
git clone https://github.com/tree-sitter/tree-sitter-python
Use the Language.build_library
method to compile these into a library that's usable from Python. This function will return immediately if the library has already been compiled since the last time its source code was modified:
from tree_sitter import Language, Parser
Language.build_library(
# Store the library in the `build` directory
'build/my-languages.so',
# Include one or more languages
[
'vendor/tree-sitter-go',
'vendor/tree-sitter-javascript',
'vendor/tree-sitter-python'
]
)
Load the languages into your app as Language
objects:
GO_LANGUAGE = Language('build/my-languages.so', 'go')
JS_LANGUAGE = Language('build/my-languages.so', 'javascript')
PY_LANGUAGE = Language('build/my-languages.so', 'python')
Basic Parsing
Create a Parser
and configure it to use one of the languages:
parser = Parser()
parser.set_language(PY_LANGUAGE)
Parse some source code:
tree = parser.parse(bytes("""
def foo():
if bar:
baz()
""", "utf8"))
Inspect the resulting Tree
:
root_node = tree.root_node
assert root_node.type == 'module'
assert root_node.start_point == (1, 0)
assert root_node.end_point == (3, 13)
function_node = root_node.children[0]
assert function_node.type == 'function_definition'
assert function_node.child_by_field_name('name').type == 'identifier'
function_name_node = function_node.children[1]
assert function_name_node.type == 'identifier'
assert function_name_node.start_point == (1, 4)
assert function_name_node.end_point == (1, 7)
assert root_node.sexp() == "(module "
"(function_definition "
"name: (identifier) "
"parameters: (parameters) "
"body: (block "
"(if_statement "
"condition: (identifier) "
"consequence: (block "
"(expression_statement (call "
"function: (identifier) "
"arguments: (argument_list))))))))"
Walking Syntax Trees
If you need to traverse a large number of nodes efficiently, you can use
a TreeCursor
:
cursor = tree.walk()
assert cursor.node.type == 'module'
assert cursor.goto_first_child()
assert cursor.node.type == 'function_definition'
assert cursor.goto_first_child()
assert cursor.node.type == 'def'
# Returns `False` because the `def` node has no children
assert not cursor.goto_first_child()
assert cursor.goto_next_sibling()
assert cursor.node.type == 'identifier'
assert cursor.goto_next_sibling()
assert cursor.node.type == 'parameters'
assert cursor.goto_parent()
assert cursor.node.type == 'function_definition'
Editing
When a source file is edited, you can edit the syntax tree to keep it in sync with the source:
tree.edit(
start_byte=5,
old_end_byte=5,
new_end_byte=5 + 2,
start_point=(0, 5),
old_end_point=(0, 5),
new_end_point=(0, 5 + 2),
)
Then, when you're ready to incorporate the changes into a new syntax tree,
you can call Parser.parse
again, but pass in the old tree:
new_tree = parser.parse(new_source, tree)
This will run much faster than if you were parsing from scratch.
Pattern-matching
You can search for patterns in a syntax tree using a tree query:
query = PY_LANGUAGE.query("""
(function_definition
name: (identifier) @function.def)
(call
function: (identifier) @function.call)
""")
captures = query.captures(tree.root_node)
assert len(captures) == 2
assert captures[0][0] == function_name_node
assert captures[0][1] == "function.def"
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