fix: update type to silence warning and memory chatbot json (#3265)

* fix: update value type in DefaultPromptField from str to Any for increased flexibility in input handling

* fix: replace _instantiate_input with instantiate_input for consistency in input instantiation across the codebase

* chore: update test durations

* update memory chatbot
This commit is contained in:
Gabriel Luiz Freitas Almeida 2024-08-09 13:01:25 -03:00 • committed by GitHub
commit 9da2c34551
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5 changed files with 369 additions and 361 deletions

View file

@ -1039,7 +1039,7 @@
"show": true, "show": true,
"title_case": false, "title_case": false,
"type": "code", "type": "code",
"value": "from langflow.custom import Component\nfrom langflow.helpers.data import data_to_text\nfrom langflow.inputs import HandleInput\nfrom langflow.io import DropdownInput, IntInput, MessageTextInput, MultilineInput, Output\nfrom langflow.memory import get_messages, LCBuiltinChatMemory\nfrom langflow.schema import Data\nfrom langflow.schema.message import Message\nfrom langflow.field_typing import BaseChatMemory\nfrom langchain.memory import ConversationBufferMemory\n\nfrom langflow.utils.constants import MESSAGE_SENDER_AI, MESSAGE_SENDER_USER\n\n\nclass MemoryComponent(Component):\n display_name = \"Chat Memory\"\n description = \"Retrieves stored chat messages from Langflow tables or an external memory.\"\n icon = \"message-square-more\"\n name = \"Memory\"\n\n inputs = [\n HandleInput(\n name=\"memory\",\n display_name=\"External Memory\",\n input_types=[\"BaseChatMessageHistory\"],\n info=\"Retrieve messages from an external memory. If empty, it will use the Langflow tables.\",\n ),\n DropdownInput(\n name=\"sender\",\n display_name=\"Sender Type\",\n options=[MESSAGE_SENDER_AI, MESSAGE_SENDER_USER, \"Machine and User\"],\n value=\"Machine and User\",\n info=\"Filter by sender type.\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"sender_name\",\n display_name=\"Sender Name\",\n info=\"Filter by sender name.\",\n advanced=True,\n ),\n IntInput(\n name=\"n_messages\",\n display_name=\"Number of Messages\",\n value=100,\n info=\"Number of messages to retrieve.\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"session_id\",\n display_name=\"Session ID\",\n info=\"The session ID of the chat. If empty, the current session ID parameter will be used.\",\n advanced=True,\n ),\n DropdownInput(\n name=\"order\",\n display_name=\"Order\",\n options=[\"Ascending\", \"Descending\"],\n value=\"Ascending\",\n info=\"Order of the messages.\",\n advanced=True,\n ),\n MultilineInput(\n name=\"template\",\n display_name=\"Template\",\n info=\"The template to use for formatting the data. It can contain the keys {text}, {sender} or any other key in the message data.\",\n value=\"{sender_name}: {text}\",\n advanced=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Messages (Data)\", name=\"messages\", method=\"retrieve_messages\"),\n Output(display_name=\"Messages (Text)\", name=\"messages_text\", method=\"retrieve_messages_as_text\"),\n Output(display_name=\"Memory\", name=\"lc_memory\", method=\"build_lc_memory\"),\n ]\n\n def retrieve_messages(self) -> Data:\n sender = self.sender\n sender_name = self.sender_name\n session_id = self.session_id\n n_messages = self.n_messages\n order = \"DESC\" if self.order == \"Descending\" else \"ASC\"\n\n if sender == \"Machine and User\":\n sender = None\n\n if self.memory:\n # override session_id\n self.memory.session_id = session_id\n\n stored = self.memory.messages\n # langchain memories are supposed to return messages in ascending order\n if order == \"DESC\":\n stored = stored[::-1]\n if n_messages:\n stored = stored[:n_messages]\n stored = [Message.from_lc_message(m) for m in stored]\n if sender:\n expected_type = MESSAGE_SENDER_AI if sender == MESSAGE_SENDER_AI else MESSAGE_SENDER_USER\n stored = [m for m in stored if m.type == expected_type]\n else:\n stored = get_messages(\n sender=sender,\n sender_name=sender_name,\n session_id=session_id,\n limit=n_messages,\n order=order,\n )\n self.status = stored\n return stored\n\n def retrieve_messages_as_text(self) -> Message:\n stored_text = data_to_text(self.template, self.retrieve_messages())\n self.status = stored_text\n return Message(text=stored_text)\n\n def build_lc_memory(self) -> BaseChatMemory:\n if self.memory:\n chat_memory = self.memory\n else:\n chat_memory = LCBuiltinChatMemory(flow_id=self.graph.flow_id, session_id=self.session_id)\n return ConversationBufferMemory(chat_memory=chat_memory)\n" "value": "from langchain.memory import ConversationBufferMemory\n\nfrom langflow.custom import Component\nfrom langflow.field_typing import BaseChatMemory\nfrom langflow.helpers.data import data_to_text\nfrom langflow.inputs import HandleInput\nfrom langflow.io import DropdownInput, IntInput, MessageTextInput, MultilineInput, Output\nfrom langflow.memory import LCBuiltinChatMemory, get_messages\nfrom langflow.schema import Data\nfrom langflow.schema.message import Message\nfrom langflow.utils.constants import MESSAGE_SENDER_AI, MESSAGE_SENDER_USER\n\n\nclass MemoryComponent(Component):\n display_name = \"Chat Memory\"\n description = \"Retrieves stored chat messages from Langflow tables or an external memory.\"\n icon = \"message-square-more\"\n name = \"Memory\"\n\n inputs = [\n HandleInput(\n name=\"memory\",\n display_name=\"External Memory\",\n input_types=[\"BaseChatMessageHistory\"],\n info=\"Retrieve messages from an external memory. If empty, it will use the Langflow tables.\",\n ),\n DropdownInput(\n name=\"sender\",\n display_name=\"Sender Type\",\n options=[MESSAGE_SENDER_AI, MESSAGE_SENDER_USER, \"Machine and User\"],\n value=\"Machine and User\",\n info=\"Filter by sender type.\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"sender_name\",\n display_name=\"Sender Name\",\n info=\"Filter by sender name.\",\n advanced=True,\n ),\n IntInput(\n name=\"n_messages\",\n display_name=\"Number of Messages\",\n value=100,\n info=\"Number of messages to retrieve.\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"session_id\",\n display_name=\"Session ID\",\n info=\"The session ID of the chat. If empty, the current session ID parameter will be used.\",\n advanced=True,\n ),\n DropdownInput(\n name=\"order\",\n display_name=\"Order\",\n options=[\"Ascending\", \"Descending\"],\n value=\"Ascending\",\n info=\"Order of the messages.\",\n advanced=True,\n ),\n MultilineInput(\n name=\"template\",\n display_name=\"Template\",\n info=\"The template to use for formatting the data. It can contain the keys {text}, {sender} or any other key in the message data.\",\n value=\"{sender_name}: {text}\",\n advanced=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Messages (Data)\", name=\"messages\", method=\"retrieve_messages\"),\n Output(display_name=\"Messages (Text)\", name=\"messages_text\", method=\"retrieve_messages_as_text\"),\n Output(display_name=\"Memory\", name=\"lc_memory\", method=\"build_lc_memory\"),\n ]\n\n def retrieve_messages(self) -> Data:\n sender = self.sender\n sender_name = self.sender_name\n session_id = self.session_id\n n_messages = self.n_messages\n order = \"DESC\" if self.order == \"Descending\" else \"ASC\"\n\n if sender == \"Machine and User\":\n sender = None\n\n if self.memory:\n # override session_id\n self.memory.session_id = session_id\n\n stored = self.memory.messages\n # langchain memories are supposed to return messages in ascending order\n if order == \"DESC\":\n stored = stored[::-1]\n if n_messages:\n stored = stored[:n_messages]\n stored = [Message.from_lc_message(m) for m in stored]\n if sender:\n expected_type = MESSAGE_SENDER_AI if sender == MESSAGE_SENDER_AI else MESSAGE_SENDER_USER\n stored = [m for m in stored if m.type == expected_type]\n else:\n stored = get_messages(\n sender=sender,\n sender_name=sender_name,\n session_id=session_id,\n limit=n_messages,\n order=order,\n )\n self.status = stored\n return stored\n\n def retrieve_messages_as_text(self) -> Message:\n stored_text = data_to_text(self.template, self.retrieve_messages())\n self.status = stored_text\n return Message(text=stored_text)\n\n def build_lc_memory(self) -> BaseChatMemory:\n if self.memory:\n chat_memory = self.memory\n else:\n chat_memory = LCBuiltinChatMemory(flow_id=self.flow_id, session_id=self.session_id)\n return ConversationBufferMemory(chat_memory=chat_memory)\n"
}, },
"memory": { "memory": {
"advanced": false, "advanced": false,

View file

@ -471,7 +471,7 @@ class DefaultPromptField(Input):
advanced: bool = False advanced: bool = False
multiline: bool = True multiline: bool = True
input_types: list[str] = DEFAULT_PROMPT_INTUT_TYPES input_types: list[str] = DEFAULT_PROMPT_INTUT_TYPES
value: str = "" # Set the value to empty string value: Any = "" # Set the value to empty string
InputTypes = Union[ InputTypes = Union[
@ -500,7 +500,7 @@ InputTypes = Union[
InputTypesMap: dict[str, type[InputTypes]] = {t.__name__: t for t in get_args(InputTypes)} InputTypesMap: dict[str, type[InputTypes]] = {t.__name__: t for t in get_args(InputTypes)}
def _instantiate_input(input_type: str, data: dict) -> InputTypes: def instantiate_input(input_type: str, data: dict) -> InputTypes:
input_type_class = InputTypesMap.get(input_type) input_type_class = InputTypesMap.get(input_type)
if "type" in data: if "type" in data:
# Replate with field_type # Replate with field_type

View file

@ -2,7 +2,7 @@ from typing import Callable, Union, cast
from pydantic import BaseModel, Field, model_serializer from pydantic import BaseModel, Field, model_serializer
from langflow.inputs.inputs import InputTypes, _instantiate_input from langflow.inputs.inputs import InputTypes, instantiate_input
from langflow.template.field.base import Input from langflow.template.field.base import Input
from langflow.utils.constants import DIRECT_TYPES from langflow.utils.constants import DIRECT_TYPES
@ -48,7 +48,7 @@ class Template(BaseModel):
input_type = value.pop("_input_type", None) input_type = value.pop("_input_type", None)
if input_type: if input_type:
try: try:
_input = _instantiate_input(input_type, value) _input = instantiate_input(input_type, value)
except Exception as e: except Exception as e:
raise ValueError(f"Error instantiating input {input_type}: {e}") raise ValueError(f"Error instantiating input {input_type}: {e}")
else: else:

View file

@ -1,354 +1,362 @@
{ {
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"src/backend/tests/test_endpoints.py::test_build_vertex_invalid_vertex_id": 3.0606157919974066, "src/backend/tests/test_endpoints.py::test_build_vertex_invalid_vertex_id": 1.6184064170001875,
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} }

View file

@ -20,7 +20,7 @@ from langflow.inputs.inputs import (
SecretStrInput, SecretStrInput,
StrInput, StrInput,
TableInput, TableInput,
_instantiate_input, instantiate_input,
) )
from langflow.schema.message import Message from langflow.schema.message import Message
@ -69,14 +69,14 @@ def test_message_text_input_invalid():
def test_instantiate_input_valid(): def test_instantiate_input_valid():
data = {"name": "valid_input", "value": "This is a string"} data = {"name": "valid_input", "value": "This is a string"}
input_instance = _instantiate_input("StrInput", data) input_instance = instantiate_input("StrInput", data)
assert isinstance(input_instance, StrInput) assert isinstance(input_instance, StrInput)
assert input_instance.value == "This is a string" assert input_instance.value == "This is a string"
def test_instantiate_input_invalid(): def test_instantiate_input_invalid():
with pytest.raises(ValueError): with pytest.raises(ValueError):
_instantiate_input("InvalidInput", {"name": "invalid_input", "value": "This is a string"}) instantiate_input("InvalidInput", {"name": "invalid_input", "value": "This is a string"})
def test_handle_input_valid(): def test_handle_input_valid():
@ -218,8 +218,8 @@ def test_instantiate_input_comprehensive():
} }
for input_type, data in valid_data.items(): for input_type, data in valid_data.items():
input_instance = _instantiate_input(input_type, data) input_instance = instantiate_input(input_type, data)
assert isinstance(input_instance, InputTypesMap[input_type]) assert isinstance(input_instance, InputTypesMap[input_type])
with pytest.raises(ValueError): with pytest.raises(ValueError):
_instantiate_input("InvalidInput", {"name": "invalid_input", "value": "Invalid"}) instantiate_input("InvalidInput", {"name": "invalid_input", "value": "Invalid"})