Source code for langchain_community.document_loaders.parsers.language.python

import ast
from typing import Any, List, Tuple

from langchain_community.document_loaders.parsers.language.code_segmenter import (
    CodeSegmenter,
)


class PythonSegmenter(CodeSegmenter):
    """Code segmenter for `Python`."""

    def __init__(self, code: str):
        super().__init__(code)
        self.source_lines = self.code.splitlines()

    def is_valid(self) -> bool:
        try:
            ast.parse(self.code)
            return True
        except SyntaxError:
            return False

    def _extract_code(self, node: Any) -> str:
        start = node.lineno - 1
        end = node.end_lineno
        return "\n".join(self.source_lines[start:end])

    def extract_functions_classes(self) -> List[str]:
        tree = ast.parse(self.code)
        functions_classes = []

        for node in ast.iter_child_nodes(tree):
            if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
                functions_classes.append(self._extract_code(node))

        return functions_classes

    def simplify_code(self) -> str:
        tree = ast.parse(self.code)
        simplified_lines = self.source_lines[:]

        indices_to_del: List[Tuple[int, int]] = []
        for node in ast.iter_child_nodes(tree):
            if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
                start, end = node.lineno - 1, node.end_lineno
                simplified_lines[start] = f"# Code for: {simplified_lines[start]}"
                assert isinstance(end, int)
                indices_to_del.append((start + 1, end))

        for start, end in reversed(indices_to_del):
            del simplified_lines[start + 0 : end]

        return "\n".join(simplified_lines)