tssk

docs/swarms/structs/nonlinear_worfklow.py

@@ -0,0 +1,18 @@
+from swarms.agents.base import agent
+from swarms.structs.nonlinear_worfklow import NonLinearWorkflow, Task
+
+prompt = "develop a feedforward network in pytorch"
+prompt2 = "Develop a self attention using pytorch"
+
+task1 = Task("task1", prompt)
+task2 = Task("task2", prompt2, parents=[task1])
+
+#add tasks to workflow
+workflow = NonLinearWorkflow(agent)
+
+#add tasks to tree
+workflow.add(task1)
+workflow.add(task2)
+
+#run
+workflow.run()

swarms/structs/nonlinear_workflow.py

@@ -21,9 +21,35 @@ class Task:
     
 
 class NonLinearWorkflow:
+    """
+    NonLinearWorkflow constructs a non sequential DAG of tasks to be executed by agents
+
+
+    Architecture:
+    NonLinearWorkflow = Task + Agent + Executor
+
+    ASCII Diagram:
+    +-------------------+
+    | NonLinearWorkflow |
+    +-------------------+
+    |                   |
+    |                   |
+    |                   |
+    |                   |
+    |                   |
+    |                   |
+    |                   |
+    |                   |
+    |                   |
+    |                   |
+    +-------------------+
+    
+    
+    """
     def __init__(
         self,
         agents,
+        iters_per_task
     ):
         """A workflow is a collection of tasks that can be executed in parallel or sequentially."""
         super().__init__()

swarms/structs/task.py

@@ -3,13 +3,12 @@ from __future__ import annotations
 import json
 import pprint
 import uuid
-from abc import ABC
+from abc import ABC, abstractmethod
 from enum import Enum
-from typing import Any, Optional
+from typing import Any, List, Optional, Union
 
-from swarms.artifacts.main import Artifact
 from pydantic import BaseModel, Field, StrictStr, conlist
-
+from swarms.artifacts.main import Artifact
 from swarms.artifacts.error_artifact import ErrorArtifact
 
 
@@ -20,37 +19,37 @@ class BaseTask(ABC):
         FINISHED = 3
 
     def __init__(self):
-        self.id = uuid.uuid4().hex
+        self.id: str = uuid.uuid4().hex
-        self.state = self.State.PENDING
+        self.state: BaseTask.State = self.State.PENDING
-        self.parent_ids = []
+        self.parent_ids: List[str] = []
-        self.child_ids = []
+        self.child_ids: List[str] = []
-        self.output = None
+        self.output: Optional[Union[Artifact, ErrorArtifact]] = None
-        self.structure = None
+        self.structure: Optional['Structure'] = None
 
     @property
-    # @abstractmethod
+    @abstractmethod
-    def input(self):
+    def input(self) -> Any:
         pass
 
     @property
-    def parents(self):
+    def parents(self) -> List[BaseTask]:
         return [self.structure.find_task(parent_id) for parent_id in self.parent_ids]
 
     @property
-    def children(self):
+    def children(self) -> List[BaseTask]:
         return [self.structure.find_task(child_id) for child_id in self.child_ids]
 
-    def __rshift__(self, child):
+    def __rshift__(self, child: BaseTask) -> BaseTask:
         return self.add_child(child)
 
-    def __lshift__(self, child):
+    def __lshift__(self, child: BaseTask) -> BaseTask:
         return self.add_parent(child)
 
-    def preprocess(self, structure):
+    def preprocess(self, structure: 'Structure') -> BaseTask:
         self.structure = structure
         return self
 
-    def add_child(self, child):
+    def add_child(self, child: BaseTask) -> BaseTask:
         if self.structure:
             child.structure = self.structure
         elif child.structure:
@@ -70,7 +69,7 @@ class BaseTask(ABC):
 
         return child
 
-    def add_parent(self, parent):
+    def add_parent(self, parent: BaseTask) -> BaseTask:
         if self.structure:
             parent.structure = self.structure
         elif parent.structure:
@@ -90,22 +89,22 @@ class BaseTask(ABC):
 
         return parent
 
-    def is_pending(self):
+    def is_pending(self) -> bool:
         return self.state == self.State.PENDING
 
-    def is_finished(self):
+    def is_finished(self) -> bool:
         return self.state == self.State.FINISHED
 
-    def is_executing(self):
+    def is_executing(self) -> bool:
         return self.state == self.State.EXECUTING
 
-    def before_run(self):
+    def before_run(self) -> None:
         pass
 
-    def after_run(self):
+    def after_run(self) -> None:
         pass
 
-    def execute(self):
+    def execute(self) -> Optional[Union[Artifact, ErrorArtifact]]:
         try:
             self.state = self.State.EXECUTING
             self.before_run()
@@ -117,23 +116,19 @@ class BaseTask(ABC):
             self.state = self.State.FINISHED
             return self.output
 
-    def can_execute(self):
+    def can_execute(self) -> bool:
         return self.state == self.State.PENDING and all(parent.is_finished() for parent in self.parents)
 
-    def reset(self):
+    def reset(self) -> BaseTask:
         self.state = self.State.PENDING
         self.output = None
         return self
 
-    # @abstractmethod
+    @abstractmethod
-    def run(self):
+    def run(self) -> Optional[Union[Artifact, ErrorArtifact]]:
         pass
 
 
-
-
-
-
 class Task(BaseModel):
     input: Optional[StrictStr] = Field(
         None,
@@ -147,66 +142,37 @@ class Task(BaseModel):
         ...,
         description="ID of the task"
     )
-    artifacts: conlist(Artifact) = Field(
+    artifacts: conlist(Artifact, min_items=1) = Field(
         ...,
         description="A list of artifacts that the task has been produced"
     )
 
-    __properties = ["input", "additional_input", "task_id", "artifact"]
-
     class Config:
-        #pydantic config
-        
         allow_population_by_field_name = True
         validate_assignment = True
 
     def to_str(self) -> str:
-        """Returns the str representation of the model using alias"""
         return pprint.pformat(self.dict(by_alias=True))
-    
+
     def to_json(self) -> str:
-        """Returns the JSON representation of the model using alias"""
+               return json.dumps(self.dict(by_alias=True, exclude_none=True))
-        return json.dumps(self.to_dict())
+
-    
     @classmethod
-    def from_json(cls, json_str: str) -> Task:
+    def from_json(cls, json_str: str) -> 'Task':
-        """Create an instance of Task from a json string"""
+        return cls.parse_raw(json_str)
-        return cls.from_dict(json.loads(json_str))
+
-    
+    def to_dict(self) -> dict:
-    def to_dict(self):
+        _dict = self.dict(by_alias=True, exclude_none=True)
-        """Returns the dict representation of the model using alias"""
-        _dict = self.dict(by_alias=True, exclude={}, exclude_none=True)
-        _items =[]
         if self.artifacts:
-            for _item in self.artifacts:
+            _dict["artifacts"] = [artifact.dict(by_alias=True, exclude_none=True) for artifact in self.artifacts]
-                if _item:
-                    _items.append(_item.to_dict())
-            _dict["artifacts"] = _items
-        #set to None if additional input is None
-        # and __fields__set contains the field
-        if self.additional_input is None and "additional_input" in self.__fields__set__:
-            _dict["additional_input"] = None
-        
         return _dict
-    
+
     @classmethod
-    def from_dict(cls, obj: dict) -> Task:
+    def from_dict(cls, obj: dict) -> 'Task':
-        """Create an instance of Task from dict"""
         if obj is None:
             return None
-        
         if not isinstance(obj, dict):
-            return Task.parse_obj(obj)
+            raise ValueError("Input must be a dictionary.")
-        
+        if 'artifacts' in obj:
-        _obj = Task.parse_obj(
+            obj['artifacts'] = [Artifact.parse_obj(artifact) for artifact in obj['artifacts']]
-            {
+        return cls.parse_obj(obj)
-                "input": obj.get("input"),
-                "additional_input": obj.get("additional_input"),
-                "task_id": obj.get("task_id"),
-                "artifacts": [
-                    Artifact.from_dict(_item) for _item in obj.get("artifacts")
-                ]
-                if obj.get("artifacts") is not None
-                else None,
-            }
-        )