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MisterAI/LocalAI_Demo_backends / cpu-diffusers.upgrade-tmp /venv /lib /python3.10 /site-packages /rich /_inspect.py
| import inspect | |
| from inspect import cleandoc, getdoc, getfile, isclass, ismodule, signature | |
| from typing import Any, Collection, Iterable, Optional, Tuple, Type, Union | |
| from .console import Group, RenderableType | |
| from .control import escape_control_codes | |
| from .highlighter import ReprHighlighter | |
| from .jupyter import JupyterMixin | |
| from .panel import Panel | |
| from .pretty import Pretty | |
| from .table import Table | |
| from .text import Text, TextType | |
| def _first_paragraph(doc: str) -> str: | |
| """Get the first paragraph from a docstring.""" | |
| paragraph, _, _ = doc.partition("\n\n") | |
| return paragraph | |
| class Inspect(JupyterMixin): | |
| """A renderable to inspect any Python Object. | |
| Args: | |
| obj (Any): An object to inspect. | |
| title (str, optional): Title to display over inspect result, or None use type. Defaults to None. | |
| help (bool, optional): Show full help text rather than just first paragraph. Defaults to False. | |
| methods (bool, optional): Enable inspection of callables. Defaults to False. | |
| docs (bool, optional): Also render doc strings. Defaults to True. | |
| private (bool, optional): Show private attributes (beginning with underscore). Defaults to False. | |
| dunder (bool, optional): Show attributes starting with double underscore. Defaults to False. | |
| sort (bool, optional): Sort attributes alphabetically, callables at the top, leading and trailing underscores ignored. Defaults to True. | |
| all (bool, optional): Show all attributes. Defaults to False. | |
| value (bool, optional): Pretty print value of object. Defaults to True. | |
| """ | |
| def __init__( | |
| self, | |
| obj: Any, | |
| *, | |
| title: Optional[TextType] = None, | |
| help: bool = False, | |
| methods: bool = False, | |
| docs: bool = True, | |
| private: bool = False, | |
| dunder: bool = False, | |
| sort: bool = True, | |
| all: bool = True, | |
| value: bool = True, | |
| ) -> None: | |
| self.highlighter = ReprHighlighter() | |
| self.obj = obj | |
| self.title = title or self._make_title(obj) | |
| if all: | |
| methods = private = dunder = True | |
| self.help = help | |
| self.methods = methods | |
| self.docs = docs or help | |
| self.private = private or dunder | |
| self.dunder = dunder | |
| self.sort = sort | |
| self.value = value | |
| def _make_title(self, obj: Any) -> Text: | |
| """Make a default title.""" | |
| title_str = ( | |
| str(obj) | |
| if (isclass(obj) or callable(obj) or ismodule(obj)) | |
| else str(type(obj)) | |
| ) | |
| title_text = self.highlighter(title_str) | |
| return title_text | |
| def __rich__(self) -> Panel: | |
| return Panel.fit( | |
| Group(*self._render()), | |
| title=self.title, | |
| border_style="scope.border", | |
| padding=(0, 1), | |
| ) | |
| def _get_signature(self, name: str, obj: Any) -> Optional[Text]: | |
| """Get a signature for a callable.""" | |
| try: | |
| _signature = str(signature(obj)) + ":" | |
| except ValueError: | |
| _signature = "(...)" | |
| except TypeError: | |
| return None | |
| source_filename: Optional[str] = None | |
| try: | |
| source_filename = getfile(obj) | |
| except (OSError, TypeError): | |
| # OSError is raised if obj has no source file, e.g. when defined in REPL. | |
| pass | |
| callable_name = Text(name, style="inspect.callable") | |
| if source_filename: | |
| callable_name.stylize(f"link file://{source_filename}") | |
| signature_text = self.highlighter(_signature) | |
| qualname = name or getattr(obj, "__qualname__", name) | |
| if not isinstance(qualname, str): | |
| qualname = getattr(obj, "__name__", name) | |
| if not isinstance(qualname, str): | |
| qualname = name | |
| # If obj is a module, there may be classes (which are callable) to display | |
| if inspect.isclass(obj): | |
| prefix = "class" | |
| elif inspect.iscoroutinefunction(obj): | |
| prefix = "async def" | |
| else: | |
| prefix = "def" | |
| qual_signature = Text.assemble( | |
| (f"{prefix} ", f"inspect.{prefix.replace(' ', '_')}"), | |
| (qualname, "inspect.callable"), | |
| signature_text, | |
| ) | |
| return qual_signature | |
| def _render(self) -> Iterable[RenderableType]: | |
| """Render object.""" | |
| def sort_items(item: Tuple[str, Any]) -> Tuple[bool, str]: | |
| key, (_error, value) = item | |
| return (callable(value), key.strip("_").lower()) | |
| def safe_getattr(attr_name: str) -> Tuple[Any, Any]: | |
| """Get attribute or any exception.""" | |
| try: | |
| return (None, getattr(obj, attr_name)) | |
| except Exception as error: | |
| return (error, None) | |
| obj = self.obj | |
| keys = dir(obj) | |
| total_items = len(keys) | |
| if not self.dunder: | |
| keys = [key for key in keys if not key.startswith("__")] | |
| if not self.private: | |
| keys = [key for key in keys if not key.startswith("_")] | |
| not_shown_count = total_items - len(keys) | |
| items = [(key, safe_getattr(key)) for key in keys] | |
| if self.sort: | |
| items.sort(key=sort_items) | |
| items_table = Table.grid(padding=(0, 1), expand=False) | |
| items_table.add_column(justify="right") | |
| add_row = items_table.add_row | |
| highlighter = self.highlighter | |
| if callable(obj): | |
| signature = self._get_signature("", obj) | |
| if signature is not None: | |
| yield signature | |
| yield "" | |
| if self.docs: | |
| _doc = self._get_formatted_doc(obj) | |
| if _doc is not None: | |
| doc_text = Text(_doc, style="inspect.help") | |
| doc_text = highlighter(doc_text) | |
| yield doc_text | |
| yield "" | |
| if self.value and not (isclass(obj) or callable(obj) or ismodule(obj)): | |
| yield Panel( | |
| Pretty(obj, indent_guides=True, max_length=10, max_string=60), | |
| border_style="inspect.value.border", | |
| ) | |
| yield "" | |
| for key, (error, value) in items: | |
| key_text = Text.assemble( | |
| ( | |
| key, | |
| "inspect.attr.dunder" if key.startswith("__") else "inspect.attr", | |
| ), | |
| (" =", "inspect.equals"), | |
| ) | |
| if error is not None: | |
| warning = key_text.copy() | |
| warning.stylize("inspect.error") | |
| add_row(warning, highlighter(repr(error))) | |
| continue | |
| if callable(value): | |
| if not self.methods: | |
| continue | |
| _signature_text = self._get_signature(key, value) | |
| if _signature_text is None: | |
| add_row(key_text, Pretty(value, highlighter=highlighter)) | |
| else: | |
| if self.docs: | |
| docs = self._get_formatted_doc(value) | |
| if docs is not None: | |
| _signature_text.append("\n" if "\n" in docs else " ") | |
| doc = highlighter(docs) | |
| doc.stylize("inspect.doc") | |
| _signature_text.append(doc) | |
| add_row(key_text, _signature_text) | |
| else: | |
| add_row(key_text, Pretty(value, highlighter=highlighter)) | |
| if items_table.row_count: | |
| yield items_table | |
| elif not_shown_count: | |
| yield Text.from_markup( | |
| f"[b cyan]{not_shown_count}[/][i] attribute(s) not shown.[/i] " | |
| f"Run [b][magenta]inspect[/]([not b]inspect[/])[/b] for options." | |
| ) | |
| def _get_formatted_doc(self, object_: Any) -> Optional[str]: | |
| """ | |
| Extract the docstring of an object, process it and returns it. | |
| The processing consists in cleaning up the docstring's indentation, | |
| taking only its 1st paragraph if `self.help` is not True, | |
| and escape its control codes. | |
| Args: | |
| object_ (Any): the object to get the docstring from. | |
| Returns: | |
| Optional[str]: the processed docstring, or None if no docstring was found. | |
| """ | |
| docs = getdoc(object_) | |
| if docs is None: | |
| return None | |
| docs = cleandoc(docs).strip() | |
| if not self.help: | |
| docs = _first_paragraph(docs) | |
| return escape_control_codes(docs) | |
| def get_object_types_mro(obj: Union[object, Type[Any]]) -> Tuple[type, ...]: | |
| """Returns the MRO of an object's class, or of the object itself if it's a class.""" | |
| if not hasattr(obj, "__mro__"): | |
| # N.B. we cannot use `if type(obj) is type` here because it doesn't work with | |
| # some types of classes, such as the ones that use abc.ABCMeta. | |
| obj = type(obj) | |
| return getattr(obj, "__mro__", ()) | |
| def get_object_types_mro_as_strings(obj: object) -> Collection[str]: | |
| """ | |
| Returns the MRO of an object's class as full qualified names, or of the object itself if it's a class. | |
| Examples: | |
| `object_types_mro_as_strings(JSONDecoder)` will return `['json.decoder.JSONDecoder', 'builtins.object']` | |
| """ | |
| return [ | |
| f'{getattr(type_, "__module__", "")}.{getattr(type_, "__qualname__", "")}' | |
| for type_ in get_object_types_mro(obj) | |
| ] | |
| def is_object_one_of_types( | |
| obj: object, fully_qualified_types_names: Collection[str] | |
| ) -> bool: | |
| """ | |
| Returns `True` if the given object's class (or the object itself, if it's a class) has one of the | |
| fully qualified names in its MRO. | |
| """ | |
| for type_name in get_object_types_mro_as_strings(obj): | |
| if type_name in fully_qualified_types_names: | |
| return True | |
| return False | |
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