From 3405c16547dd598581bc40b36b7bce8348ff9938 Mon Sep 17 00:00:00 2001 From: Alexandra Dolidze Date: Mon, 27 Jan 2025 16:38:52 +0300 Subject: [PATCH 1/3] FallbackResponse class added to core/processing/standard.py --- chatsky/core/context.py | 2 +- chatsky/processing/__init__.py | 2 +- chatsky/processing/standard.py | 49 +- poetry.lock | 3186 +++++++++-------- scripts/utils.py | 3 +- tests/core/test_processing.py | 46 + .../script/core/7_pre_response_processing.py | 3 +- 7 files changed, 1796 insertions(+), 1495 deletions(-) diff --git a/chatsky/core/context.py b/chatsky/core/context.py index f0c03d3da..0b971d07a 100644 --- a/chatsky/core/context.py +++ b/chatsky/core/context.py @@ -67,7 +67,7 @@ class ServiceState(BaseModel, arbitrary_types_allowed=True): """ -class FrameworkData(BaseModel, arbitrary_types_allowed=True): +class FrameworkData(BaseModel, arbitrary_types_allowed=True, extra="allow"): """ Framework uses this to store data related to any of its modules. """ diff --git a/chatsky/processing/__init__.py b/chatsky/processing/__init__.py index fcd984a05..4b08ae7b0 100644 --- a/chatsky/processing/__init__.py +++ b/chatsky/processing/__init__.py @@ -1,2 +1,2 @@ -from .standard import ModifyResponse +from .standard import ModifyResponse, FallbackResponse from .slots import Extract, Unset, UnsetAll, FillTemplate diff --git a/chatsky/processing/standard.py b/chatsky/processing/standard.py index 8b3fa2aab..6b9394f6f 100644 --- a/chatsky/processing/standard.py +++ b/chatsky/processing/standard.py @@ -7,8 +7,10 @@ """ import abc +from typing import Literal, Type, Union, Dict +from pydantic import field_validator -from chatsky.core import BaseProcessing, BaseResponse, Context, MessageInitTypes +from chatsky.core import BaseProcessing, BaseResponse, Context, MessageInitTypes, AnyResponse class ModifyResponse(BaseProcessing, abc.ABC): @@ -24,6 +26,8 @@ async def modified_response(self, original_response: BaseResponse, ctx: Context) :param original_response: Response of the current node when :py:class:`.ModifyResponse` is called. :param ctx: Current context. + + :return: Message to replace original response with modified. """ raise NotImplementedError @@ -39,3 +43,46 @@ async def call(self, ctx: Context) -> MessageInitTypes: return await processing_object.modified_response(current_response, ctx) ctx.current_node.response = ModifiedResponse() + + +class FallbackResponse(ModifyResponse, arbitrary_types_allowed=True): + """ + ModifyResponse with pre-response processing to handle exceptions dynamically. + """ + + exceptions: Dict[Union[Type[Exception], Literal["Else"]], AnyResponse] + """ + Dictionary mapping exception types to fallback responses. + """ + + @field_validator("exceptions") + @classmethod + def validate_not_empty(cls, exceptions: dict) -> dict: + """ + Validate that the `exceptions` dictionary is not empty. + + :param exceptions: Dictionary mapping exception types to fallback responses. + :raises ValueError: If the `exceptions` dictionary is empty. + :return: Not empty dictionary of exceptions. + """ + if len(exceptions) == 0: + raise ValueError("Exceptions dict is empty") + return exceptions + + async def modified_response(self, original_response: BaseResponse, ctx: Context) -> MessageInitTypes: + """ + Catch response errors and process them based on `exceptions`. + + :param original_response: The original response of the current node. + :param ctx: The current context. + + :return: Message to replace original response with modified due to fallback response. + """ + print("fallback modified framework", ctx.framework_data) + try: + return await original_response(ctx) + except Exception as e: + exception = self.exceptions.get(type(e), self.exceptions.get("Else")) + print(e, type(e), str(e)) + ctx.framework_data.response_exception = str(e) + return await exception(ctx) diff --git a/poetry.lock b/poetry.lock index b3865bf61..51c491945 100644 --- a/poetry.lock +++ b/poetry.lock @@ -46,119 +46,119 @@ files = [ [[package]] name = "aiohappyeyeballs" -version = "2.4.2" +version = "2.4.4" description = "Happy Eyeballs for asyncio" optional = true python-versions = ">=3.8" files = [ 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docker_client(wrapped: Callable[[Optional[DockerClient]], int], _, __, ___) -> int: if "linux" in sys.platform: docker = DockerClient( - compose_files=["compose.yml"], + # compose_files=["compose.yml"], compose_profiles=["context_storage", "stats"], + compose_compatibility=True, ) docker.compose.up(detach=True, wait=True, quiet=True) error = None diff --git a/tests/core/test_processing.py b/tests/core/test_processing.py index 0c3e7c509..fc1625ff4 100644 --- a/tests/core/test_processing.py +++ b/tests/core/test_processing.py @@ -1,3 +1,5 @@ +import pytest + from chatsky import proc, Context, BaseResponse, MessageInitTypes, Message from chatsky.core.script import Node @@ -22,3 +24,47 @@ async def modified_response(self, original_response: BaseResponse, ctx: Context) assert ctx.current_node.response.__class__.__name__ == "ModifiedResponse" assert await ctx.current_node.response(ctx) == Message(misc={"msg": Message("hi")}) + + +class TestFallbackResponse: + """ + A class to group and test the functionality of FallbackResponse. + """ + + class ReturnException(BaseResponse): + async def call(self, ctx: Context): + return ctx.framework_data.response_exception + + class RaiseException(BaseResponse, arbitrary_types_allowed=True): + exception: Exception + + async def call(self, ctx: Context): + raise self.exception + + @pytest.mark.parametrize( + "response_with_exception, expected_response", + [ + (RaiseException(exception=OverflowError()), "Overflow!"), + (RaiseException(exception=KeyError()), "Other exception occured"), + (RaiseException(exception=ValueError("some text")), "some text"), + ], + ) + @pytest.mark.asyncio + async def test_fallback_response(self, response_with_exception, expected_response): + ctx = Context() + ctx.framework_data.current_node = Node() + + exceptions = {OverflowError: "Overflow!", ValueError: self.ReturnException(), "Else": "Other exception occured"} + + fallback_response = proc.FallbackResponse(exceptions=exceptions) + ctx.current_node.response = response_with_exception + await fallback_response(ctx) + assert await ctx.current_node.response(ctx) == Message(text=expected_response) + + async def test_fallback_empty_exceptions(self): + ctx = Context() + ctx.framework_data.current_node = Node() + + exceptions = {} + with pytest.raises(ValueError, match="Exceptions dict is empty"): + proc.FallbackResponse(exceptions=exceptions) diff --git a/tutorials/script/core/7_pre_response_processing.py b/tutorials/script/core/7_pre_response_processing.py index b51fc86e2..5713eab3e 100644 --- a/tutorials/script/core/7_pre_response_processing.py +++ b/tutorials/script/core/7_pre_response_processing.py @@ -97,10 +97,11 @@ async def modified_response(self, original_response, ctx): except Exception as exc: return str(exc) +However, this functionality is now available in the core library +as the FallbackResponse class. """ - # %% toy_script = { "root": { From 44f978240d85cd9b7fe190afc1aa87568f89407e Mon Sep 17 00:00:00 2001 From: Alexandra Dolidze Date: Fri, 7 Feb 2025 17:12:45 +0300 Subject: [PATCH 2/3] review fixes --- chatsky/core/context.py | 4 ++- chatsky/processing/__init__.py | 2 +- chatsky/processing/standard.py | 30 ++++++++++--------- scripts/utils.py | 2 +- tests/core/test_processing.py | 6 ++-- .../script/core/7_pre_response_processing.py | 5 ++-- 6 files changed, 27 insertions(+), 22 deletions(-) diff --git a/chatsky/core/context.py b/chatsky/core/context.py index 249d6ef5a..72b0ee532 100644 --- a/chatsky/core/context.py +++ b/chatsky/core/context.py @@ -67,7 +67,7 @@ class ServiceState(BaseModel, arbitrary_types_allowed=True): """ -class FrameworkData(BaseModel, arbitrary_types_allowed=True, extra="allow"): +class FrameworkData(BaseModel, arbitrary_types_allowed=True): """ Framework uses this to store data related to any of its modules. """ @@ -91,6 +91,8 @@ class FrameworkData(BaseModel, arbitrary_types_allowed=True, extra="allow"): "Enables complex stats collection across multiple turns." slot_manager: SlotManager = Field(default_factory=SlotManager) "Stores extracted slots." + response_exception: Optional[str] = Field(default=None, exclude=True) + "Stores response errors as exception" class Context(BaseModel): diff --git a/chatsky/processing/__init__.py b/chatsky/processing/__init__.py index 4b08ae7b0..888bea280 100644 --- a/chatsky/processing/__init__.py +++ b/chatsky/processing/__init__.py @@ -1,2 +1,2 @@ -from .standard import ModifyResponse, FallbackResponse +from .standard import ModifyResponse, AddFallbackResponses from .slots import Extract, Unset, UnsetAll, FillTemplate diff --git a/chatsky/processing/standard.py b/chatsky/processing/standard.py index 6b9394f6f..82bd95f32 100644 --- a/chatsky/processing/standard.py +++ b/chatsky/processing/standard.py @@ -7,11 +7,14 @@ """ import abc +import logging from typing import Literal, Type, Union, Dict from pydantic import field_validator from chatsky.core import BaseProcessing, BaseResponse, Context, MessageInitTypes, AnyResponse +logger = logging.getLogger(__name__) + class ModifyResponse(BaseProcessing, abc.ABC): """ @@ -45,44 +48,43 @@ async def call(self, ctx: Context) -> MessageInitTypes: ctx.current_node.response = ModifiedResponse() -class FallbackResponse(ModifyResponse, arbitrary_types_allowed=True): +class AddFallbackResponses(ModifyResponse, arbitrary_types_allowed=True): """ ModifyResponse with pre-response processing to handle exceptions dynamically. """ - exceptions: Dict[Union[Type[Exception], Literal["Else"]], AnyResponse] + exception_response: Dict[Union[Type[Exception], Literal["Else"]], AnyResponse] """ Dictionary mapping exception types to fallback responses. """ - @field_validator("exceptions") + @field_validator("exception_response") @classmethod - def validate_not_empty(cls, exceptions: dict) -> dict: + def validate_not_empty(cls, exception_response: dict) -> dict: """ - Validate that the `exceptions` dictionary is not empty. + Validate that the `exception_response` dictionary is not empty. - :param exceptions: Dictionary mapping exception types to fallback responses. - :raises ValueError: If the `exceptions` dictionary is empty. - :return: Not empty dictionary of exceptions. + :param exception_response: Dictionary mapping exception types to fallback responses. + :raises ValueError: If the `exception_response` dictionary is empty. + :return: Not empty dictionary of exception_response. """ - if len(exceptions) == 0: + if len(exception_response) == 0: raise ValueError("Exceptions dict is empty") - return exceptions + return exception_response async def modified_response(self, original_response: BaseResponse, ctx: Context) -> MessageInitTypes: """ - Catch response errors and process them based on `exceptions`. + Catch response errors and process them based on `exception_response`. :param original_response: The original response of the current node. :param ctx: The current context. :return: Message to replace original response with modified due to fallback response. """ - print("fallback modified framework", ctx.framework_data) try: return await original_response(ctx) except Exception as e: - exception = self.exceptions.get(type(e), self.exceptions.get("Else")) - print(e, type(e), str(e)) + exception = self.exception_response.get(type(e), self.exception_response.get("Else")) + logger.exception(e) ctx.framework_data.response_exception = str(e) return await exception(ctx) diff --git a/scripts/utils.py b/scripts/utils.py index 0c34e628c..754c8bf16 100644 --- a/scripts/utils.py +++ b/scripts/utils.py @@ -9,7 +9,7 @@ def docker_client(wrapped: Callable[[Optional[DockerClient]], int], _, __, ___) -> int: if "linux" in sys.platform: docker = DockerClient( - # compose_files=["compose.yml"], + compose_files=["compose.yml"], compose_profiles=["context_storage", "stats"], compose_compatibility=True, ) diff --git a/tests/core/test_processing.py b/tests/core/test_processing.py index fc1625ff4..fdf908194 100644 --- a/tests/core/test_processing.py +++ b/tests/core/test_processing.py @@ -26,7 +26,7 @@ async def modified_response(self, original_response: BaseResponse, ctx: Context) assert await ctx.current_node.response(ctx) == Message(misc={"msg": Message("hi")}) -class TestFallbackResponse: +class TestAddFallbackResponses: """ A class to group and test the functionality of FallbackResponse. """ @@ -56,7 +56,7 @@ async def test_fallback_response(self, response_with_exception, expected_respons exceptions = {OverflowError: "Overflow!", ValueError: self.ReturnException(), "Else": "Other exception occured"} - fallback_response = proc.FallbackResponse(exceptions=exceptions) + fallback_response = proc.AddFallbackResponses(exception_response=exceptions) ctx.current_node.response = response_with_exception await fallback_response(ctx) assert await ctx.current_node.response(ctx) == Message(text=expected_response) @@ -67,4 +67,4 @@ async def test_fallback_empty_exceptions(self): exceptions = {} with pytest.raises(ValueError, match="Exceptions dict is empty"): - proc.FallbackResponse(exceptions=exceptions) + proc.AddFallbackResponses(exception_response=exceptions) diff --git a/tutorials/script/core/7_pre_response_processing.py b/tutorials/script/core/7_pre_response_processing.py index 5713eab3e..c782e4108 100644 --- a/tutorials/script/core/7_pre_response_processing.py +++ b/tutorials/script/core/7_pre_response_processing.py @@ -97,8 +97,9 @@ async def modified_response(self, original_response, ctx): except Exception as exc: return str(exc) -However, this functionality is now available in the core library -as the FallbackResponse class. +Note: the functionality of adding custom responses for exceptions +is available in the core library as the +%mddoclink(api,processing.standard,AddFallbackResponses) class. """ From b5cfbd437dec7130d9f90193817f61fe3adb0bd1 Mon Sep 17 00:00:00 2001 From: Alexandra Dolidze Date: Wed, 12 Feb 2025 22:17:37 +0300 Subject: [PATCH 3/3] style fixed --- tutorials/script/core/7_pre_response_processing.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tutorials/script/core/7_pre_response_processing.py b/tutorials/script/core/7_pre_response_processing.py index c782e4108..b20312e9a 100644 --- a/tutorials/script/core/7_pre_response_processing.py +++ b/tutorials/script/core/7_pre_response_processing.py @@ -97,8 +97,8 @@ async def modified_response(self, original_response, ctx): except Exception as exc: return str(exc) -Note: the functionality of adding custom responses for exceptions -is available in the core library as the +Note: the functionality of adding custom responses for exceptions +is available in the core library as the %mddoclink(api,processing.standard,AddFallbackResponses) class. """