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generate_sdk.py
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generate_sdk.py
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"""Generates the sdk files from the trailmaps."""
import os
import re
import subprocess # nosec: B404
import sys
from pathlib import Path
from typing import Any, Dict, List, Optional, TextIO
from openbb_terminal.core.sdk.sdk_helpers import get_sdk_imports_text
from openbb_terminal.core.sdk.trailmap import Trailmap, get_trailmaps
from openbb_terminal.rich_config import console
REPO_ROOT = Path(__file__).parent.joinpath("openbb_terminal").resolve()
sub_names = {
"defi": "DeFi",
"disc": "Discovery",
"dd": "Due Diligence",
"onchain": "OnChain",
"ov": "Overview",
"keys": "Keys",
"forecast": "Forecasting",
"alt": "Alternative",
"crypto": "Cryptocurrency",
"ba": "Behavioral Analysis",
"ca": "Comparison Analysis",
"dps": "Darkpool Shorts",
"po": "Portfolio Optimization",
"qa": "Quantitative Analysis",
"screener": "Screener",
"ta": "Technical Analysis",
"th": "Trading Hours",
"fa": "Fundamental Analysis",
"Oss": "Open Source Software",
"funds": "Mutual Funds",
"gov": "Government",
"ins": "Insiders",
"nft": "NFT",
}
sdk_openbb_var = """
class SDKLogger:
def __init__(self) -> None:
self.__check_initialize_logging()
def __check_initialize_logging(self):
if not get_current_system().LOGGING_SUPPRESS:
self.__initialize_logging()
@staticmethod
def __initialize_logging() -> None:
# pylint: disable=C0415
from openbb_terminal.core.session.current_system import set_system_variable
from openbb_terminal.core.log.generation.settings_logger import log_all_settings
from openbb_terminal.loggers import setup_logging
set_system_variable("LOGGING_SUB_APP", "sdk")
setup_logging()
log_all_settings()
@staticmethod
def _try_to_login(sdk: "OpenBBSDK"):
if is_local() and is_auth_enabled():
try:
sdk.login()
except Exception:
pass
openbb = OpenBBSDK()\r\r
"""
disable_lines = (
"# ######### THIS FILE IS AUTO GENERATED - ANY CHANGES WILL BE VOID ######### #\r"
"# flake8: noqa\r# pylint: disable=C0301,R0902,R0903\r"
)
class BuildCategoryModelClasses:
"""Builds the command tree for the SDK."""
def __init__(self, trailmaps: List[Trailmap]) -> None:
self.trailmaps = trailmaps
self.categories: Dict[str, Any] = {}
self.import_modules: Dict[str, Any] = {}
self.root_modules: Dict[str, Any] = {}
self.import_cat_class = (
"from openbb_terminal.core.sdk.sdk_helpers import Category\r"
)
for tmap in self.trailmaps:
local = tmap.location_path
self.categories = self.add_todict(self.categories, local, tmap)
for folder in ["models", "controllers"]:
if not (REPO_ROOT / f"core/sdk/{folder}").exists():
(REPO_ROOT / f"core/sdk/{folder}").mkdir()
if not (REPO_ROOT / f"core/sdk/{folder}/__init__.py").exists():
with open(REPO_ROOT / f"core/sdk/{folder}/__init__.py", "w") as f:
f.write(
"# ######### THIS FILE IS AUTO GENERATED - ANY CHANGES WILL BE VOID ######### #\r"
"# flake8: noqa\r# pylint: disable=unused-import,wrong-import-order\r\r"
)
if not (REPO_ROOT / "core/sdk/__init__.py").exists():
with open(REPO_ROOT / "core/sdk/__init__.py", "w") as f:
f.write("")
def add_todict(self, d: dict, location_path: list, tmap: Trailmap) -> dict:
"""Add the trailmap to the dictionary.
A trailmap is a path to a function in the sdk.
This function creates the dictionary paths to the function.
"""
if location_path[0] not in d:
d[location_path[0]] = {}
if len(location_path) > 1:
self.add_todict(d[location_path[0]], location_path[1:], tmap)
else:
d[location_path[0]][tmap.class_attr] = tmap
return d
def get_nested_dict(self, d: dict) -> dict:
"""Get the nested dictionary of the category."""
nested_dict = {}
for k, v in d.items():
if isinstance(v, dict):
nested_dict[k] = self.get_nested_dict(v)
return nested_dict
def get_subcategory_fullname(self, cat: str) -> str:
"""Get the full category name from the shortened category name."""
if cat in sub_names:
return sub_names[cat]
return cat.title().replace(" ", "")
def check_submodules(self, category: str) -> bool:
"""Check if a category has submodules."""
return any(isinstance(d, dict) for d in self.categories[category].values())
def write_init_imports(self, import_string: str, file_string: str) -> None:
"""Check if a category has submodules and adds the imports to the init file."""
regex = re.compile(import_string)
with open(REPO_ROOT / file_string) as init_file:
check_init = bool(regex.search(init_file.read()))
if not check_init:
with open(REPO_ROOT / file_string, "a") as init_file:
init_file.write(f"{import_string}\r")
def write_sdk_class(
self, category: str, f: TextIO, cls_type: Optional[str] = ""
) -> None:
"""Write the sdk class to the file.
Parameters
----------
category : str
The category name.
f : TextIO
The file to write to.
cls_type : Optional[str], optional
The class type, by default ""
"""
if category in self.root_modules:
class_name = f"{category.title()}{cls_type}(model.{category.title()}Root)"
else:
class_name = f"{category.title()}{cls_type}"
f.write(
f'class {class_name}:\r """{self.get_subcategory_fullname(category)} Module.\r'
)
def write_class_property(
self, category: str, f: TextIO, subcategory: Optional[str] = ""
) -> None:
"""Write the class property to the file.
Parameters
----------
category : str
The category name.
f : TextIO
The file to write to.
subcategory : Optional[str], optional
The subcategory name, by default None
"""
def_name = subcategory if subcategory else category
if subcategory:
subcategory = f" {self.get_subcategory_fullname(subcategory)}"
category = sub_names.get(category, category.title())
f.write(
f" @property\r def {def_name}(self):\r "
f'"""{category}{subcategory} Submodule\r'
)
def write_class_attr_docs(
self,
d: dict,
f: TextIO,
module: bool = True,
sdk_root: bool = False,
trail: Optional[list] = None,
) -> None:
"""Write the class attribute docs to the category file.
Parameters
----------
d : dict
The dictionary of the category.
f : TextIO
The file to write to.
module : bool, optional
If the category is a module, by default True
sdk_root : bool, optional
If this is the sdk root file, by default False
trail : list, optional
The trail to the function, by default None
"""
add_indent = "" if module else " "
added_attributes = False
for v in d.values():
if isinstance(v, Trailmap):
if not added_attributes:
f.write(f"\r{add_indent} Attributes:\r")
added_attributes = True
for key in ["model", "view"]:
if v.func_attrs.get(key, None) and v.func_attrs[key].short_doc:
view = v.view_name if key == "view" else ""
f.write(
f"{add_indent} `{v.class_attr}{view}`: {v.func_attrs[key].short_doc}\\n\r"
)
f.write(f'{add_indent} """\r\r')
if trail:
f.write(f' _location_path = "{".".join(trail)}"\r')
if module:
f.write(" def __init__(self):\r super().__init__()\r")
elif sdk_root:
f.write(" __version__ = get_current_system().VERSION\r\r")
f.write(" def __init__(self):\r SDKLogger()\r")
def write_class_attributes(
self, d: dict, f: TextIO, cat: Optional[str] = None
) -> None:
"""Write the class attributes to the category file.
Parameters
----------
d : dict
The dictionary of the category.
f : TextIO
The file to write to.
cat : Optional[str], optional
The category name, by default None
"""
add_indent = ""
missing_deps = {
"forecast": "FORECASTING_TOOLKIT",
"po": "OPTIMIZATION_TOOLKIT",
}
if cat in missing_deps:
f.write(
f"""
if not lib.{missing_deps[cat]}_ENABLED:\r
# pylint: disable=C0415
from openbb_terminal.rich_config import console
console.print(lib.{missing_deps[cat]}_WARNING)\r\r"""
)
add_indent = " "
f.write(f" if lib.{missing_deps[cat]}_ENABLED:\r")
for v in d.values():
if isinstance(v, Trailmap):
for attr, func in zip(["", v.view_name], [v.model_func, v.view_func]):
if func:
f.write(
f"{add_indent} self.{v.class_attr}{attr} = {func}\r"
)
f.write("\r\r")
def write_category(self, category: str, d: dict, f: TextIO) -> None:
"""Write the category class to the file.
Parameters
----------
category : str
The category name
d : dict
The category dictionary
f : TextIO
The file to write to
"""
subcategory_name = self.get_subcategory_fullname(category)
# If this category has no attributes, then we don't write it to the file.
if not any(isinstance(v, Trailmap) for v in d.values()):
return
self.root_modules[category] = f"{category.title().replace(' ', '')}Root"
f.write(f"class {self.root_modules[category]}(Category):\r")
f.write(f' """{subcategory_name.title()} Module\r')
self.write_class_attr_docs(d, f, trail=[category])
self.write_class_attributes(d, f, category)
def write_nested_category(self, category: str, d: dict, f: TextIO) -> None:
"""Write the nested category classes.
Parameters
----------
category : str
The category name
d : dict
The category dictionary
f : TextIO
The file to write to
"""
for nested_category, nested_dict in d.items():
if isinstance(nested_dict, Trailmap):
continue
subcategory_name = self.get_subcategory_fullname(nested_category)
class_name = (
f"{category.title()}{subcategory_name.replace(' ', '')}(Category)"
)
f.write(f'class {class_name}:\r """{subcategory_name} Module.\r')
self.write_nested_submodule_docs(nested_dict, f)
if isinstance(nested_dict, dict):
self.write_class_attr_docs(
nested_dict, f, trail=[category, nested_category]
)
self.write_class_attributes(nested_dict, f, nested_category)
def write_submodule_doc(
self, k: str, f: TextIO, added: bool = False, indent: bool = False
) -> None:
"""Write the submodules to the class docstring.
Parameters
----------
d : dict
The category dictionary
f : TextIO
The file to write to
added : bool, optional
Whether or not "Submodules:" have been added to the docstring, by default False
indent : bool, optional
Whether or not to add an indent to the docstring, by default False
"""
add_indent = " " if indent else ""
if not added:
f.write("\r Submodules:\r")
subcategory_name = self.get_subcategory_fullname(k)
f.write(f"{add_indent} `{k}`: {subcategory_name} Module\r")
def write_nested_submodule_docs(
self, nested_dict: dict, f: TextIO, indent: bool = False
) -> None:
"""Write the nested submodule docs to the class docstring.
Parameters
----------
nested_dict : dict
The nested dictionary
f : TextIO
The file to write to
indent : bool, optional
Whether or not to add an indent to the docstring, by default False
"""
added = False
nested_subcategory = self.get_nested_dict(nested_dict)
if nested_subcategory:
for k in nested_subcategory:
if isinstance(nested_dict[k], Trailmap):
continue
self.write_submodule_doc(k, f, added, indent)
if not added:
added = True
def write_category_file(self, category: str, d: dict) -> None:
"""Write the category file.
This is the file that contains the categories and subcategories of the sdk.
Parameters
----------
category : str
The category name
d : dict
The category dictionary
"""
with open(REPO_ROOT / f"core/sdk/models/{category}_sdk_model.py", "w") as f:
import_cat_class = self.import_cat_class
if category in self.root_modules:
import_cat_class = ""
category = self.root_modules[category]
f.write(
f"{disable_lines}{import_cat_class}import openbb_terminal.core.sdk.sdk_init as lib\r\r\r"
)
if category not in self.root_modules and any(
isinstance(v, Trailmap) for v in d.values()
):
self.write_init_imports(
f"from .{category}_sdk_model import {category.title()}Root",
"core/sdk/models/__init__.py",
)
self.write_category(category, d, f)
self.write_nested_category(category, d, f)
f.seek(f.tell() - 2, os.SEEK_SET)
f.truncate()
def write_sdk_controller_file(self, category: str, d: dict) -> None:
"""Write the sdk controller file.
This is the file that contains the controller classes for the sdk.
Parameters
----------
category : str
The category name
d : dict
The category dictionary
"""
added_init_imports = []
with open(
REPO_ROOT / f"core/sdk/controllers/{category}_sdk_controller.py", "w"
) as f:
f.write(
f"{disable_lines}from openbb_terminal.core.sdk.models "
f"import {category}_sdk_model as model\r\r\r"
)
if category not in added_init_imports and any(
isinstance(v, dict) for v in d.values()
):
self.write_init_imports(
f"from .{category}_sdk_controller import {category.title()}Controller",
"core/sdk/controllers/__init__.py",
)
added_init_imports.append(category)
self.write_sdk_class(category, f, "Controller")
self.write_nested_submodule_docs(self.categories[category], f, True)
self.write_class_attr_docs(d, f, False)
for subcategory in self.categories[category]:
if isinstance(d[subcategory], Trailmap):
continue
self.write_class_property(category, f, subcategory)
self.write_nested_submodule_docs(d[subcategory], f, True)
self.write_class_attr_docs(d[subcategory], f, False)
f.write(
f" return model.{category.title()}"
f"{self.get_subcategory_fullname(subcategory).replace(' ', '')}()\r\r"
)
f.seek(f.tell() - 1, os.SEEK_SET)
f.truncate()
def write_sdk_file(self) -> None:
"""Write the main sdk file.
This is the file that we initialize the SDK with openbb.
"""
with open(REPO_ROOT / "sdk.py", "w") as f:
f.write(
f'{get_sdk_imports_text()}class OpenBBSDK:\r """OpenBB SDK Class.\r'
)
root_attrs = self.categories.pop("root")
if root_attrs:
self.write_class_attr_docs(root_attrs, f, False, True)
self.write_class_attributes(root_attrs, f)
f.seek(f.tell() - 2, os.SEEK_SET)
f.truncate()
f.write(" SDKLogger._try_to_login(self)\r\r")
for category in self.categories:
self.write_class_property(category, f)
self.write_nested_submodule_docs(self.categories[category], f, True)
self.write_class_attr_docs(self.categories[category], f, False)
if self.check_submodules(category):
f.write(f" return ctrl.{category.title()}Controller()\r\r")
else:
f.write(f" return model.{self.root_modules[category]}()\r\r")
f.write("\r".join(sdk_openbb_var.splitlines()))
def build(self) -> None:
"""Build the SDK."""
for path in ["core/sdk/models", "core/sdk/controllers"]:
for file in (REPO_ROOT / path).glob("*.py"):
if file.name == "__init__.py":
with open(file, "w") as f:
f.write(
"# ######### THIS FILE IS AUTO GENERATED - ANY CHANGES WILL BE VOID ######### #\r"
"# flake8: noqa\r"
"# pylint: disable=unused-import,wrong-import-order\r\r"
)
continue
file.unlink()
for category, d in self.categories.items():
if isinstance(d, Trailmap) or category == "root":
continue
self.write_category_file(category, d)
if self.check_submodules(category):
self.write_sdk_controller_file(category, d)
self.write_sdk_file()
for path in ["", "core/sdk", "core/sdk/models", "core/sdk/controllers"]:
pattern = "*.py" if path else "sdk.py"
for file in (REPO_ROOT / path).glob(pattern):
with open(file, "rb") as f:
content = f.read()
with open(file, "wb") as f:
f.write(content.replace(b"\r", b"\n"))
# We run black to make sure the code is formatted correctly
subprocess.check_call(["black", "openbb_terminal"]) # nosec: B603, B607
def generate_sdk(sort: bool = False) -> bool:
"""Generate the SDK.
Parameters
----------
sort : bool, optional
Whether to sort the CSVs, by default False
"""
trailmaps = get_trailmaps(sort)
try:
console.print("[yellow]Generating SDK...[/]")
BuildCategoryModelClasses(trailmaps).build()
console.print("[green]SDK Generated Successfully.[/]")
except Exception as e:
console.print(f"[red]Error generating SDK: {e}[/]")
return False
return True
if __name__ == "__main__":
sort_csv = False
if len(sys.argv) > 1:
if sys.argv[1] == "sort":
sort_csv = True
console.print("\n\n[bright_magenta]Sorting CSV...[/]\n")
else:
console.print("[red]Invalid argument.\n Accepted arguments: sort[/]")
generate_sdk(sort_csv)