add mg ser&deser

This commit is contained in:
better629 2023-11-28 09:29:00 +08:00
parent 4db99b825a
commit 949bc747f9
16 changed files with 693 additions and 16 deletions

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@ -11,3 +11,20 @@ from metagpt.actions import Action, WritePRD, WriteTest
def test_action_repr():
actions = [Action(), WriteTest(), WritePRD()]
assert "WriteTest" in str(actions)
def test_action_serdes():
action_info = WriteTest.ser_class()
assert action_info["action_class"] == "WriteTest"
action_class = Action.deser_class(action_info)
assert action_class == WriteTest
def test_action_class_serdes():
name = "write test"
action_info = WriteTest(name=name).serialize()
assert action_info["name"] == name
action = Action.deserialize(action_info)
assert action.name == name

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@ -0,0 +1,42 @@
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : unittest of memory
from pathlib import Path
from metagpt.schema import Message
from metagpt.memory.memory import Memory
from metagpt.actions.action_output import ActionOutput
from metagpt.actions.design_api import WriteDesign
from metagpt.actions.add_requirement import BossRequirement
serdes_path = Path(__file__).absolute().parent.joinpath("../../data/serdes_storage")
def test_memory_serdes():
msg1 = Message(role="User",
content="write a 2048 game",
cause_by=BossRequirement)
out_mapping = {"field1": (list[str], ...)}
out_data = {"field1": ["field1 value1", "field1 value2"]}
ic_obj = ActionOutput.create_model_class("system_design", out_mapping)
msg2 = Message(role="Architect",
instruct_content=ic_obj(**out_data),
content="system design content",
cause_by=WriteDesign)
memory = Memory()
memory.add_batch([msg1, msg2])
stg_path = serdes_path.joinpath("team/environment")
memory.serialize(stg_path)
assert stg_path.joinpath("memory.json").exists()
new_memory = Memory.deserialize(stg_path)
assert new_memory.count() == 2
new_msg2 = new_memory.get(1)[0]
assert new_msg2.instruct_content.field1 == ["field1 value1", "field1 value2"]
assert new_msg2.cause_by == WriteDesign
stg_path.joinpath("memory.json").unlink()

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@ -0,0 +1,85 @@
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : unittest of Role
from pathlib import Path
import shutil
import pytest
from metagpt.roles.role import Role, RoleReactMode
from metagpt.actions.action import Action
from metagpt.schema import Message
from metagpt.actions.add_requirement import BossRequirement
from metagpt.roles.product_manager import ProductManager
serdes_path = Path(__file__).absolute().parent.joinpath("../../data/serdes_storage")
def test_role_serdes():
stg_path_prefix = serdes_path.joinpath("team/environment/roles/")
shutil.rmtree(serdes_path.joinpath("team"), ignore_errors=True)
pm = ProductManager()
role_tag = f"{pm.__class__.__name__}_{pm.name}"
stg_path = stg_path_prefix.joinpath(role_tag)
pm.serialize(stg_path)
assert stg_path.joinpath("actions/actions_info.json").exists()
new_pm = Role.deserialize(stg_path)
assert new_pm.name == pm.name
assert len(new_pm.get_memories(1)) == 0
class ActionOK(Action):
async def run(self, messages: list["Message"]):
return "ok"
class ActionRaise(Action):
async def run(self, messages: list["Message"]):
raise RuntimeError("parse error")
class RoleA(Role):
def __init__(self,
name: str = "RoleA",
profile: str = "Role A",
goal: str = "",
constraints: str = ""):
super(RoleA, self).__init__(name=name, profile=profile, goal=goal, constraints=constraints)
self._init_actions([ActionOK, ActionRaise])
self._watch([BossRequirement])
self._rc.react_mode = RoleReactMode.BY_ORDER
async def run(self, message: "Message" = None, stg_path: str = None):
try:
await super(RoleA, self).run(message)
except Exception as exp:
print("exp ", exp)
self.serialize(stg_path)
@pytest.mark.asyncio
async def test_role_serdes_interrupt():
role_a = RoleA()
shutil.rmtree(serdes_path.joinpath("team"), ignore_errors=True)
stg_path = serdes_path.joinpath(f"team/environment/roles/{role_a.__class__.__name__}_{role_a.name}")
await role_a.run(
message=Message(content="demo", cause_by=BossRequirement),
stg_path=stg_path
)
assert role_a._rc.memory.count() == 2
assert stg_path.joinpath("actions/todo.json").exists()
new_role_a: Role = Role.deserialize(stg_path)
assert new_role_a._rc.state == 1
await role_a.run(
message=Message(content="demo", cause_by=BossRequirement),
stg_path=stg_path
)

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@ -7,6 +7,8 @@
"""
import pytest
from pathlib import Path
import shutil
from metagpt.actions import UserRequirement
from metagpt.environment import Environment
@ -14,6 +16,10 @@ from metagpt.logs import logger
from metagpt.manager import Manager
from metagpt.roles import Architect, ProductManager, Role
from metagpt.schema import Message
from tests.metagpt.roles.test_role import RoleA
serdes_path = Path(__file__).absolute().parent.joinpath("../data/serdes_storage")
@pytest.fixture
@ -36,12 +42,6 @@ def test_get_roles(env: Environment):
assert roles == {role1.profile: role1, role2.profile: role2}
def test_set_manager(env: Environment):
manager = Manager()
env.set_manager(manager)
assert env.manager == manager
@pytest.mark.asyncio
async def test_publish_and_process_message(env: Environment):
product_manager = ProductManager("Alice", "Product Manager", "做AI Native产品", "资源有限")
@ -54,3 +54,18 @@ async def test_publish_and_process_message(env: Environment):
await env.run(k=2)
logger.info(f"{env.history=}")
assert len(env.history) > 10
def test_environment_serdes():
environment = Environment()
role_a = RoleA()
shutil.rmtree(serdes_path.joinpath("team"), ignore_errors=True)
stg_path = serdes_path.joinpath("team/environment")
environment.add_role(role_a)
environment.serialize(stg_path)
new_env: Environment = Environment()
new_env.deserialize(stg_path)
assert len(new_env.roles) == 1

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@ -7,12 +7,16 @@
@Modified By: mashenquan, 2023-11-1. In line with Chapter 2.2.1 and 2.2.2 of RFC 116, introduce unit tests for
the utilization of the new feature of `Message` class.
"""
import json
import pytest
from metagpt.actions import Action
from metagpt.schema import AIMessage, Message, SystemMessage, UserMessage
from metagpt.actions.action_output import ActionOutput
from metagpt.actions.write_code import WriteCode
from metagpt.utils.serialize import serialize_general_message, deserialize_general_message
from metagpt.utils.common import get_class_name
@ -70,5 +74,43 @@ def test_routes():
assert m.send_to == {"e", get_class_name(Action)}
def test_message_serdes():
out_mapping = {"field3": (str, ...), "field4": (list[str], ...)}
out_data = {"field3": "field3 value3", "field4": ["field4 value1", "field4 value2"]}
ic_obj = ActionOutput.create_model_class("code", out_mapping)
message = Message(
content="code",
instruct_content=ic_obj(**out_data),
role="engineer",
cause_by=WriteCode
)
message_dict = serialize_general_message(message)
assert message_dict["cause_by"] == {"action_class": "WriteCode"}
assert message_dict["instruct_content"] == {
"class": "code",
"mapping": {
"field3": "(<class 'str'>, Ellipsis)",
"field4": "(list[str], Ellipsis)"
},
"value": {
"field3": "field3 value3",
"field4": ["field4 value1", "field4 value2"]
}
}
new_message = deserialize_general_message(message_dict)
assert new_message.content == message.content
assert new_message.instruct_content == message.instruct_content
assert new_message.cause_by == message.cause_by
assert new_message.instruct_content.field3 == out_data["field3"]
message = Message(content="code")
message_dict = serialize_general_message(message)
new_message = deserialize_general_message(message_dict)
assert new_message.instruct_content is None
assert new_message.cause_by == ""
if __name__ == "__main__":
pytest.main([__file__, "-s"])

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@ -0,0 +1,27 @@
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Desc : unittest of team
from pathlib import Path
import shutil
from metagpt.team import Team
from tests.metagpt.roles.test_role import RoleA
serdes_path = Path(__file__).absolute().parent.joinpath("../data/serdes_storage")
def test_team_serdes():
company = Team()
company.hire([RoleA()])
stg_path = serdes_path.joinpath("team")
shutil.rmtree(stg_path, ignore_errors=True)
company.serialize(stg_path=stg_path)
new_company = Team()
new_company.deserialize(stg_path)
assert len(new_company.environment.roles) == 1