langchain/docs/api_reference/create_api_rst.py
2023-07-28 14:26:47 -07:00

98 lines
2.7 KiB
Python

"""Script for auto-generating api_reference.rst"""
import glob
import re
from pathlib import Path
ROOT_DIR = Path(__file__).parents[2].absolute()
PKG_DIR = ROOT_DIR / "libs" / "langchain" / "langchain"
EXP_DIR = ROOT_DIR / "libs" / "experimental" / "langchain_experimental"
WRITE_FILE = Path(__file__).parent / "api_reference.rst"
EXP_WRITE_FILE = Path(__file__).parent / "experimental_api_reference.rst"
def load_members(dir: Path) -> dict:
members: dict = {}
for py in glob.glob(str(dir) + "/**/*.py", recursive=True):
module = py[len(str(dir)) + 1 :].replace(".py", "").replace("/", ".")
top_level = module.split(".")[0]
if top_level not in members:
members[top_level] = {"classes": [], "functions": []}
with open(py, "r") as f:
for line in f.readlines():
cls = re.findall(r"^class ([^_].*)\(", line)
members[top_level]["classes"].extend([module + "." + c for c in cls])
func = re.findall(r"^def ([^_].*)\(", line)
afunc = re.findall(r"^async def ([^_].*)\(", line)
func_strings = [module + "." + f for f in func + afunc]
members[top_level]["functions"].extend(func_strings)
return members
def construct_doc(pkg: str, members: dict) -> str:
full_doc = f"""\
=============
``{pkg}`` API Reference
=============
"""
for module, _members in sorted(members.items(), key=lambda kv: kv[0]):
classes = _members["classes"]
functions = _members["functions"]
if not (classes or functions):
continue
section = f":mod:`{pkg}.{module}`"
full_doc += f"""\
{section}
{'=' * (len(section) + 1)}
.. automodule:: {pkg}.{module}
:no-members:
:no-inherited-members:
"""
if classes:
cstring = "\n ".join(sorted(classes))
full_doc += f"""\
Classes
--------------
.. currentmodule:: {pkg}
.. autosummary::
:toctree: {module}
:template: class.rst
{cstring}
"""
if functions:
fstring = "\n ".join(sorted(functions))
full_doc += f"""\
Functions
--------------
.. currentmodule:: {pkg}
.. autosummary::
:toctree: {module}
:template: function.rst
{fstring}
"""
return full_doc
def main() -> None:
lc_members = load_members(PKG_DIR)
lc_doc = ".. _api_reference:\n\n" + construct_doc("langchain", lc_members)
with open(WRITE_FILE, "w") as f:
f.write(lc_doc)
exp_members = load_members(EXP_DIR)
exp_doc = ".. _experimental_api_reference:\n\n" + construct_doc("langchain_experimental", exp_members)
with open(EXP_WRITE_FILE, "w") as f:
f.write(exp_doc)
if __name__ == "__main__":
main()