forked from LazyAGI/LazyLLM
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Allows the lower-level pipeline to obtain the input and intermediate …
…results of the upper-level pipeline (LazyAGI#268)
- Loading branch information
Showing
18 changed files
with
323 additions
and
180 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,143 @@ | ||
| import copy | ||
| import builtins | ||
| from typing import Callable, Any | ||
| from .globals import globals | ||
|
|
||
|
|
||
| class AttrTree(object): | ||
| def __init__(self, name=None, pres=[]): | ||
| self._path = copy.deepcopy(pres) | ||
| if name is not None: | ||
| self._path.append(name) | ||
|
|
||
| def __str__(self): | ||
| return '.'.join(self._path) | ||
|
|
||
| def __getattr__(self, name): | ||
| v = __class__(name, pres=self._path) | ||
| setattr(self, name, v) | ||
| return v | ||
|
|
||
| def get_from(self, obj): | ||
| v = obj | ||
| for name in self._path: | ||
| v = getattr(v, name) | ||
| return v | ||
|
|
||
| def __deepcopy__(self, memo): | ||
| return self | ||
|
|
||
| root = AttrTree() | ||
|
|
||
|
|
||
| class Placeholder(object): | ||
| _pool = dict() | ||
|
|
||
| def __new__(cls, idx): | ||
| if idx not in Placeholder._pool: | ||
| Placeholder._pool[idx] = super().__new__(cls) | ||
| return Placeholder._pool[idx] | ||
|
|
||
| def __init__(self, idx): | ||
| assert isinstance(idx, int) | ||
| self.idx = idx | ||
|
|
||
| def __deepcopy__(self, memo=None): | ||
| return self | ||
|
|
||
| def __repr__(self): | ||
| return f'placeholder._{self.idx}' | ||
|
|
||
| for i in range(10): | ||
| vars()[f'_{i}'] = Placeholder(i) | ||
|
|
||
| def _setattr(self, key, v): | ||
| raise RuntimeError('Cannot set attr for Placeholder') | ||
| setattr(Placeholder, '__setattr__', _setattr) | ||
|
|
||
|
|
||
| class _MetaBind(type): | ||
| def __instancecheck__(self, __instance): | ||
| if isinstance(__instance, Bind) and isinstance(__instance._f, self): | ||
| return True | ||
| return super(__class__, self).__instancecheck__(__instance) | ||
|
|
||
|
|
||
| class Bind(object): | ||
| class _None: pass | ||
|
|
||
| class Args(object): | ||
| class _None: pass | ||
|
|
||
| def __init__(self, source_id, target_id='input'): | ||
| self._item_key, self._attr_key = Bind.Args._None, Bind.Args._None | ||
| self._source_id, self._target_id = source_id, target_id | ||
|
|
||
| def __getitem__(self, key): | ||
| self._item_key = key | ||
| return self | ||
|
|
||
| def __getattr__(self, key): | ||
| self._attr_key = key | ||
| return self | ||
|
|
||
| def __getstate__(self): | ||
| return self._item_key, self._attr_key, self._source_id, self._target_id | ||
|
|
||
| def __setstate__(self, state): | ||
| self._item_key, self._attr_key, self._source_id, self._target_id = state | ||
|
|
||
| def get_arg(self, source): | ||
| if self._source_id in globals['bind_args']: source = globals['bind_args'][self._source_id] | ||
| if not source or source['source'] != self._source_id: | ||
| raise RuntimeError('Unable to find the bound parameter, possibly due to pipeline.input/output can only ' | ||
| 'be bind in direct member of pipeline! You may solve this by defining the pipeline ' | ||
| 'in a `with lazyllm.save_pipeline_result():` block.') | ||
| source, input = source['source'], source[self._target_id] | ||
| if self._item_key is not Bind.Args._None: return input[self._item_key] | ||
| elif self._attr_key is not Bind.Args._None: return getattr(input, self._attr_key) | ||
| return input | ||
|
|
||
| def __init__(self, __bind_func=_None, *args, **kw): | ||
| self._f = __bind_func() if isinstance(__bind_func, type) and __bind_func is not Bind._None else __bind_func | ||
| self._args = args | ||
| self._kw = kw | ||
| self._has_root = any([isinstance(a, AttrTree) for a in args]) | ||
| self._has_root = self._has_root or any([isinstance(v, AttrTree) for k, v in kw.items()]) | ||
|
|
||
| def __ror__(self, __value: Callable): | ||
| if self._f is not Bind._None: self._args = (self._f,) + self._args | ||
| self._f = __value | ||
| return self | ||
|
|
||
| # _bind_args_source: dict(input=input, args=dict(key=value)) | ||
| def __call__(self, *args, _bind_args_source=None, **kw): | ||
| if self._f is None: return None | ||
| keys = set(kw.keys()).intersection(set(self._kw.keys())) | ||
| assert len(keys) == 0, f'Keys `{keys}` are already bind!' | ||
| bind_args = args if len(self._args) == 0 else ( | ||
| [args[a.idx] if isinstance(a, Placeholder) else a for a in self._args]) | ||
| kwargs = self._kw | ||
|
|
||
| bind_args = [a.get_arg(_bind_args_source) if isinstance(a, Bind.Args) else a for a in bind_args] | ||
| kwargs = {k: v.get_arg(_bind_args_source) if isinstance(v, Bind.Args) else v for k, v in kwargs.items()} | ||
| return self._f(*bind_args, **kwargs, **kw) | ||
|
|
||
| # TODO: modify it | ||
| def __repr__(self) -> str: | ||
| return self._f.__repr__() + '(bind args:{})'.format( | ||
| ', '.join([repr(a) if a is not self else 'self' for a in self._args])) | ||
|
|
||
| def __getattr__(self, name): | ||
| # name will be '_f' in copy.deepcopy | ||
| if name != '_f': | ||
| return getattr(self._f, name) | ||
| return super(__class__, self).__getattr__(name) | ||
|
|
||
| def __setattr__(self, __name: str, __value: Any) -> None: | ||
| if __name not in ('_f', '_args', '_kw', '_has_root'): | ||
| return setattr(self._f, __name, __value) | ||
| return super(__class__, self).__setattr__(__name, __value) | ||
|
|
||
|
|
||
| setattr(builtins, 'bind', Bind) |
Oops, something went wrong.