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semantic-kernel/python/semantic_kernel/functions/function_result.py
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Eduard van Valkenburg 739e7f0e2a Python: rebuilt exceptions structure; pythonic version (#5231)
### Motivation and Context

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The existing Exceptions structure was very much inspired by dotnet, this
is now replaced with a pythonic implementations.

This means all Exceptions derive from KernelException and then
specialise for different purposes.

Closes #2194

### Description

<!-- Describe your changes, the overall approach, the underlying design.
These notes will help understanding how your code works. Thanks! -->

Added folder for all exception types, all can be imported through `from
semantic_kernel.exceptions import ...` no need for a user to know which
file the relevant one is in, but keeps things tidy for developers.
Removed old KernelException, added back subtypes for the errorcodes.
Went through everything to make sure the `raise ... from exc` pattern is
used as much as possible as that returns a better stacktrace.

### Contribution Checklist

<!-- Before submitting this PR, please make sure: -->

- [x] The code builds clean without any errors or warnings
- [x] The PR follows the [SK Contribution
Guidelines](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md)
and the [pre-submission formatting
script](https://github.com/microsoft/semantic-kernel/blob/main/CONTRIBUTING.md#development-scripts)
raises no violations
- [x] All unit tests pass, and I have added new tests where possible
- [x] I didn't break anyone 😄
2024-02-28 18:53:53 +00:00

64 lines
2.4 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
import logging
from typing import Any, Mapping, Optional
from pydantic import Field
from semantic_kernel.contents.kernel_content import KernelContent
from semantic_kernel.exceptions import FunctionResultError
from semantic_kernel.functions.kernel_function_metadata import KernelFunctionMetadata
from semantic_kernel.kernel_pydantic import KernelBaseModel
logger = logging.getLogger(__name__)
class FunctionResult(KernelBaseModel):
"""The result of a function.
Arguments:
function (KernelFunctionMetadata): The metadata of the function that was invoked.
value (Any): The value of the result.
metadata (Mapping[str, Any]): The metadata of the result.
Methods:
__str__: Get the string representation of the result, will call str() on the value,
or if the value is a list, will call str() on the first element of the list.
get_inner_content: Get the inner content of the function result
when that is a KernelContent or subclass of the first item of the value if it is a list.
"""
function: KernelFunctionMetadata
value: Any
metadata: Mapping[str, Any] = Field(default_factory=dict)
def __str__(self) -> str:
"""Get the string representation of the result."""
if self.value:
try:
if isinstance(self.value, list):
return str(self.value[0])
elif isinstance(self.value, dict):
# TODO: remove this once function result doesn't include input args
# This is so an integration test can pass.
return str(list(self.value.values())[-1])
return str(self.value)
except Exception as e:
raise FunctionResultError(f"Failed to convert value to string: {e}") from e
else:
return ""
def get_inner_content(self, index: int = 0) -> Optional[Any]:
"""Get the inner content of the function result.
Arguments:
index (int): The index of the inner content if the inner content is a list, default 0.
"""
if isinstance(self.value, list):
if isinstance(self.value[index], KernelContent):
return self.value[index].inner_content
if isinstance(self.value, KernelContent):
return self.value.inner_content
return None