From 15a1f31a358ae819b5b21c140f5047576b838680 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 10:55:17 +0100 Subject: [PATCH 01/10] Initial version of code. --- Makefile | 50 + agntcy_iomapper/__init__.py | 14 + agntcy_iomapper/base.py | 88 ++ agntcy_iomapper/iomapper.py | 288 +++++ agntcy_iomapper/py.typed | 0 agntcy_iomapper/supported_agents.py | 33 + agntcy_iomapper/version.py | 3 + poetry.lock | 1764 +++++++++++++++++++++++++++ pyproject.toml | 37 + tests/conftest.py | 52 + tests/test_simple.py | 140 +++ tests/utils.py | 53 + 12 files changed, 2522 insertions(+) create mode 100644 Makefile create mode 100644 agntcy_iomapper/__init__.py create mode 100644 agntcy_iomapper/base.py create mode 100644 agntcy_iomapper/iomapper.py create mode 100644 agntcy_iomapper/py.typed create mode 100644 agntcy_iomapper/supported_agents.py create mode 100644 agntcy_iomapper/version.py create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 tests/conftest.py create mode 100644 tests/test_simple.py create mode 100644 tests/utils.py diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..2c7b13b --- /dev/null +++ b/Makefile @@ -0,0 +1,50 @@ +PROJECT_NAME := agntcy_iomapper +DOCKER_IMAGE=$(PROJECT_NAME) +DOCKER_TAG=latest +GIT_COMMIT=$(shell git rev-parse HEAD) + +CURL_AGENT=curl --no-progress-meter \ + -H 'accept: application/json' \ + -H 'content-type: application/json' + +.PHONY: run setup setup_sanity default check +default: check + +# ============================ + +check: setup_check lint_check format_check type_check + +lint_check: setup_sanity + poetry run ruff check ./$(PROJECT_NAME) + +lint_fix: setup_sanity + poetry run ruff check --fix ./$(PROJECT_NAME) + +format_check: setup_sanity + poetry run ruff format --diff ./$(PROJECT_NAME) + +format_fix: setup_sanity + poetry run ruff format ./$(PROJECT_NAME) + +type_check: setup_sanity + poetry run mypy --config-file ../../.rules/mypy.ini ./$(PROJECT_NAME) || echo "Ignoring mypy failure" + +setup_sanity: + poetry install --only sanity --no-root + +set_python_env: + poetry env use python3.12 + +setup_check: set_python_env setup_sanity + poetry run mypy --config-file ../../.rules/mypy.ini --install-types --non-interactive ./$(PROJECT_NAME) || echo "Ignoring mypy failure" + +setup: set_python_env + poetry install --no-root + +# ============================ + +setup_test: set_python_env + @poetry install --with=test + +test: setup_test + poetry run pytest -vvrx diff --git a/agntcy_iomapper/__init__.py b/agntcy_iomapper/__init__.py new file mode 100644 index 0000000..0517155 --- /dev/null +++ b/agntcy_iomapper/__init__.py @@ -0,0 +1,14 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +# ruff: noqa: F401 +from .base import ( + BaseIOMapper, + IOMapperInput, + IOMapperOutput, + IOModelSettings, +) +from .iomapper import ( + IOMapper, + IOMapperConfig, + IOModelArgs, +) diff --git a/agntcy_iomapper/base.py b/agntcy_iomapper/base.py new file mode 100644 index 0000000..4361d18 --- /dev/null +++ b/agntcy_iomapper/base.py @@ -0,0 +1,88 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +from abc import abstractmethod, ABC +from pydantic import BaseModel, model_validator, Field +from typing import Any +from openapi_pydantic import Schema +from typing_extensions import Self +from typing import TypedDict + + +class ArgumentsDescription(BaseModel): + json_schema: Schema | None = Field( + default=None, description="Data format JSON schema" + ) + description: str | None = Field( + default=None, description="Data (semantic) natural language description" + ) + + @model_validator(mode="after") + def _validate_obj(self) -> Self: + if self.json_schema is None and self.description is None: + raise ValueError( + 'Either the "schema" field and/or the "description" field must be specified.' + ) + return self + + +class IOModelSettings(TypedDict, total=False): + max_tokens: int + temperature: float + top_p: float + parallel_tool_calls: bool + seed: int + presence_penalty: float + frequency_penalty: float + logit_bias: dict[str, int] + + +class IOMapperInput(BaseModel): + input: ArgumentsDescription = Field(description="Input data descriptions") + output: ArgumentsDescription = Field(description="Output data descriptions") + data: Any = Field(description="Data to translate") + message_template: str | None = Field( + max_length=4096, + default=None, + description="Message (user) to send to LLM to effect translation.", + ) + model_settings: IOModelSettings | None = Field( + default=None, + description="Specific arguments for LLM transformation.", + ) + model: str | None = Field( + default=None, + description="Specific model out of those configured to handle request.", + ) + + +class IOMapperOutput(BaseModel): + data: Any = Field(default=None, description="Data after translation") + error: str | None = Field( + max_length=4096, default=None, description="Description of error on failure." + ) + + +class BaseIOMapper(ABC): + """Abstract base class for interfacing with io mapper. + All io mappers wrappers inherited from BaseIOMapper. + """ + + # + # def __init__(self, *args: Any, **kwargs: Any) -> None: + # super().__init__(*args, **kwargs) + + @abstractmethod + def invoke(self, input: IOMapperInput) -> IOMapperOutput: + """Pass input data + to be mapped and returned represented in the output schema + Args: + input: the data to be mapped + """ + + @abstractmethod + async def ainvoke(self, input: IOMapperInput) -> IOMapperOutput: + """Pass input data + to be mapped and returned represented in the output schema + Args: + input: the data to be mapped + """ diff --git a/agntcy_iomapper/iomapper.py b/agntcy_iomapper/iomapper.py new file mode 100644 index 0000000..d8b42b3 --- /dev/null +++ b/agntcy_iomapper/iomapper.py @@ -0,0 +1,288 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +import argparse +import asyncio +import aiofiles +import logging +import jsonschema +import json +import re + +from dotenv import load_dotenv, find_dotenv +from pydantic import Field, model_validator, BaseModel +from typing import TypedDict, ClassVar +from typing_extensions import Self +from jinja2 import Environment +from jinja2.sandbox import SandboxedEnvironment +from pydantic_ai import Agent + +from .base import BaseIOMapper, IOModelSettings, IOMapperOutput, IOMapperInput +from .supported_agents import get_supported_agent + +logger = logging.getLogger(__name__) + + +class IOModelArgs(TypedDict, total=False): + base_url: str + api_version: str + azure_endpoint: str + azure_ad_token: str + project: str + organization: str + + +class IOMapperConfig(BaseModel): + models: dict[str, IOModelArgs] = Field( + default={"azure:gpt-4o-mini": IOModelArgs()}, + description="LLM configuration to use for translation", + ) + default_model: str | None = Field( + default="azure:gpt-4o-mini", + description="Default arguments to LLM completion function by configured model.", + ) + default_model_settings: dict[str, IOModelSettings] = Field( + default={"azure:gpt-4o-mini": IOModelSettings(seed=42, temperature=0.8)}, + description="LLM configuration to use for translation", + ) + validate_json_input: bool = Field( + default=False, description="Validate input against JSON schema." + ) + validate_json_output: bool = Field( + default=False, description="Validate output against JSON schema." + ) + system_prompt_template: str = Field( + max_length=4096, + default="You are a translation machine. You translate both natural language and object formats for computers.", + description="System prompt Jinja2 template used with LLM service for translation.", + ) + message_template: str = Field( + max_length=4096, + default="The input is described {% if input.json_schema %}by the following JSON schema: {{ input.json_schema.model_dump(exclude_none=True) }}{% else %}as {{ input.description }}{% endif %}, and the output is described {% if output.json_schema %}by the following JSON schema: {{ output.json_schema.model_dump(exclude_none=True) }}{% else %}as {{ output.description }}{% endif %}. The data to translate is: {{ data }}", + description="Default user message template. This can be overridden by the message request.", + ) + + @model_validator(mode="after") + def _validate_obj(self) -> Self: + if self.models and self.default_model not in self.models: + raise ValueError( + f"default model {self.default_model} not present in configured models" + ) + # Fill out defaults to eliminate need for checking. + for model_name in self.models.keys(): + if model_name not in self.default_model_settings: + self.default_model_settings[model_name] = IOModelSettings() + + return self + + +class IOMapper(BaseIOMapper): + _json_search_pattern: ClassVar[re.Pattern] = re.compile(r"```json\n(.*?)\n```", re.DOTALL) + + def __init__( + self, + config: IOMapperConfig, + jinja_env: Environment | None = None, + jinja_env_async: Environment | None = None, + ): + self.config = config + + if jinja_env is not None and jinja_env.is_async: + raise ValueError("Async Jinja env passed to jinja_env argument") + elif jinja_env_async is not None and not jinja_env_async.is_async: + raise ValueError("Sync Jinja env passed to jinja_env_async argument") + + self.jinja_env = jinja_env + self.prompt_template = None + self.user_template = None + + self.jinja_env_async = jinja_env_async + self.prompt_template_async = None + self.user_template_async = None + + # Delay init until sync or async functions called. + def _check_jinja_env(self, enable_async: bool): + if enable_async: + # Delay load of env until needed + if self.jinja_env_async is None: + # Default is sandboxed, no loader + self.jinja_env_async = SandboxedEnvironment( + loader=None, + enable_async=True, + autoescape=False, + ) + if self.prompt_template_async is None: + self.prompt_template_async = self.jinja_env_async.from_string( + self.config.system_prompt_template + ) + if self.user_template_async is None: + self.user_template_async = self.jinja_env_async.from_string( + self.config.message_template + ) + else: + if self.jinja_env is None: + self.jinja_env = SandboxedEnvironment( + loader=None, + enable_async=False, + autoescape=False, + ) + if self.prompt_template is None: + self.prompt_template = self.jinja_env.from_string( + self.config.system_prompt_template + ) + if self.user_template is None: + self.user_template = self.jinja_env.from_string( + self.config.message_template + ) + + def _get_render_env(self, input: IOMapperInput) -> dict[str, str]: + return { + "input": input.input, + "output": input.output, + "data": input.data, + } + + def _get_model_settings(self, input: IOMapperInput): + model_name = input.model or self.config.default_model + if model_name not in self.config.models: + raise ValueError(f"requested model {model_name} not found") + elif input.model_settings is None: + return self.config.default_model_settings[model_name] + else: + model_settings = self.config.default_model_settings[model_name].copy() + model_settings.update(input.model_settings) + return model_settings + + def _get_agent( + self, is_async: bool, input: IOMapperInput, system_prompt: str + ) -> Agent: + model_name = input.model or self.config.default_model + if model_name not in self.config.models: + raise ValueError(f"requested model {model_name} not found") + + return get_supported_agent( + is_async, + model_name, + model_args=self.config.models[model_name], + system_prompt=system_prompt, + ) + + def _get_output(self, input: IOMapperInput, outputs: str) -> IOMapperOutput: + if input.output.json_schema is None: + # If there is no schema, quote the chars for JSON. + return IOMapperOutput.model_validate_json( + f'{{"data": {json.dumps(outputs)} }}' + ) + + # Check if data is returned in JSON markdown text + matches = self._json_search_pattern.findall(outputs) + if matches: + outputs = matches[-1] + + return IOMapperOutput.model_validate_json(f'{{"data": {outputs} }}') + + def _validate_input(self, input: IOMapperInput) -> None: + if self.config.validate_json_input and input.input.json_schema is not None: + jsonschema.validate( + instance=input.data, + schema=input.input.json_schema.model_dump( + exclude_none=True, mode="json" + ), + ) + + def _validate_output(self, input: IOMapperInput, output: IOMapperOutput) -> None: + if self.config.validate_json_output and input.output.json_schema is not None: + output_schema = input.output.json_schema.model_dump( + exclude_none=True, mode="json" + ) + logging.debug(f"Checking output schema: {output_schema}") + jsonschema.validate( + instance=output.data, + schema=output_schema, + ) + + def invoke(self, input: IOMapperInput) -> IOMapperOutput: + self._validate_input(input) + self._check_jinja_env(False) + render_env = self._get_render_env(input) + system_prompt = self.prompt_template.render(render_env) + agent = self._get_agent(False, input, system_prompt) + + if input.message_template is not None: + logging.info(f"User template supplied on input: {input.message_template}") + user_template = self.jinja_env.from_string(input.message_template) + else: + user_template = self.user_template + response = agent.run_sync( + user_prompt=user_template.render(render_env), + model_settings=self._get_model_settings(input), + ) + outputs = response.data + logging.debug(f"The LLM returned: {outputs}") + output = self._get_output(input, outputs) + self._validate_output(input, output) + return output + + async def ainvoke(self, input: IOMapperInput) -> IOMapperOutput: + self._validate_input(input) + self._check_jinja_env(True) + render_env = self._get_render_env(input) + system_prompt = await self.prompt_template_async.render_async(render_env) + agent = self._get_agent(True, input, system_prompt) + + if input.message_template is not None: + logging.info(f"User template supplied on input: {input.message_template}") + user_template_async = self.jinja_env_async.from_string( + input.message_template + ) + else: + user_template_async = self.user_template_async + response = await agent.run( + user_prompt=await user_template_async.render_async(render_env), + model_settings=self._get_model_settings(input), + ) + outputs = response.data + logging.debug(f"The LLM returned: {outputs}") + output = self._get_output(input, outputs) + self._validate_output(input, output) + return output + + +async def main(): + parser = argparse.ArgumentParser() + parser.add_argument("--inputfile", help="Inputfile", required=True) + parser.add_argument("--configfile", help="Configuration file", required=True) + parser.add_argument("--outputfile", help="Output file", required=True) + args = parser.parse_args() + logging.basicConfig(format="%(levelname)s:%(message)s", level=logging.INFO) + + jinja_env = SandboxedEnvironment( + loader=None, + enable_async=True, + autoescape=False, + ) + + async with aiofiles.open(args.configfile, "r") as fp: + configs = await fp.read() + + config = IOMapperConfig.model_validate_json(configs) + logging.info(f"Loaded config from {args.configfile}: {config.model_dump_json()}") + + async with aiofiles.open(args.inputfile, "r") as fp: + inputs = await fp.read() + + input = IOMapperInput.model_validate_json(inputs) + logging.info(f"Loaded input from {args.inputfile}: {input.model_dump_json()}") + + p = IOMapper(config, jinja_env) + output = await p.ainvoke(input) + outputs = output.model_dump_json() + + async with aiofiles.open(args.outputfile, "w") as fp: + await fp.write(outputs) + + logging.info(f"Dumped output to {args.outputfile}: {outputs}") + + +if __name__ == "__main__": + load_dotenv(dotenv_path=find_dotenv(usecwd=True)) + asyncio.run(main()) diff --git a/agntcy_iomapper/py.typed b/agntcy_iomapper/py.typed new file mode 100644 index 0000000..e69de29 diff --git a/agntcy_iomapper/supported_agents.py b/agntcy_iomapper/supported_agents.py new file mode 100644 index 0000000..a513436 --- /dev/null +++ b/agntcy_iomapper/supported_agents.py @@ -0,0 +1,33 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +from typing import Literal, Any +from openai import AsyncAzureOpenAI +from pydantic_ai import Agent +from pydantic_ai.models import KnownModelName +from pydantic_ai.models.openai import OpenAIModel + +SupportedModelName = ( + KnownModelName + | Literal[ + "azure:gpt-4o-mini", + "azure:gpt-4o", + "azure:gpt-4", + ] +) + + +def get_supported_agent( + is_async: bool, + model_name: SupportedModelName, + model_args: dict[str, Any] = {}, + **kwargs, +) -> Agent: + if model_name.startswith("azure:"): + # Note: the client is always async even if you call run_sync + client = AsyncAzureOpenAI(**model_args) + model = OpenAIModel(model_name[6:], openai_client=client) + return Agent(model, **kwargs) + + # Note: The constructor (in pydantic-ai package) does not pass any model args + # to the inferred model. This might change in the future. + return Agent(model_name, **kwargs) diff --git a/agntcy_iomapper/version.py b/agntcy_iomapper/version.py new file mode 100644 index 0000000..d4f0eab --- /dev/null +++ b/agntcy_iomapper/version.py @@ -0,0 +1,3 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +GIT_COMMIT = "NOT_SET" diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..ad62fd6 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,1764 @@ +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. + +[[package]] +name = "aiofiles" +version = "24.1.0" +description = "File support for asyncio." +optional = false +python-versions = ">=3.8" +files = [ + {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"}, + {file = "aiofiles-24.1.0.tar.gz", hash = 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hash = "sha256:ecb3d768f32202af770477b8b65f318fa4f566c22948673a977b00d589dd80f6"}, +] + +[metadata] +lock-version = "2.0" +python-versions = "^3.12" +content-hash = "7df871d1dfc872e5527232536b9b45c9173ca2c76d145402a75fb65dcce7a6e6" diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..b742f17 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,37 @@ +[project] +name = "agntcy-iomapper" +version = "0.1.0" +license = "Apache-2.0" +description = "A tool to transform output from one agent to the input of another." +readme = "README.md" +maintainers = ["Reginaldo Costa (regcosta) "] + +[tool.poetry.dependencies] +python = "^3.12" +pydantic = "^2.9.1" +python-dotenv = "^1.0.1" +aiofiles = "^24.1.0" +jsonschema = { extras=["format"], version="^4.23.0" } +jinja2 = "^3.1.5" +openapi-pydantic = "^0.5.1" +pydantic-ai = "^0.0.23" + +[tool.poetry.group.test.dependencies] +pytest = "*" +pytest-asyncio = "^0.23.5" +deepdiff = "^8.1.1" + +[tool.poetry.group.sanity.dependencies] +mypy = "^1.10.0" +ruff = "^0.4.6" + +[tool.pytest.ini_options] +pythonpath = ["."] +asyncio_mode = "auto" +markers = [ + "llm: Requires access to an LLM" +] + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/tests/conftest.py b/tests/conftest.py new file mode 100644 index 0000000..7f4dad6 --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,52 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +import pytest + +from dotenv import load_dotenv, find_dotenv +from jinja2.sandbox import SandboxedEnvironment +from agntcy_iomapper import IOMapperConfig, IOModelSettings, IOModelArgs + +load_dotenv(dotenv_path=find_dotenv(usecwd=True)) + +@pytest.fixture +def jinjaEnv() -> SandboxedEnvironment: + return SandboxedEnvironment( + loader=None, + enable_async=False, + autoescape=False, + ) + +@pytest.fixture +def jinjaEnvAsync() -> SandboxedEnvironment: + return SandboxedEnvironment( + loader=None, + enable_async=True, + autoescape=False, + ) + +@pytest.fixture +def noLlmIOMapperConfig() -> IOMapperConfig: + return IOMapperConfig( + models = {}, + validate_json_input=True, + validate_json_output=True, + ) + +@pytest.fixture +def llmIOMapperConfig() -> IOMapperConfig: + return IOMapperConfig( + models={ + "azure:gpt-4o-mini": IOModelArgs( + api_version="2024-07-01-preview", + azure_endpoint="https://smith-project-agents.openai.azure.com", + ), + }, + default_model_settings={ + "azure:gpt-4o-mini": IOModelSettings( + seed=42, + temperature=0, + ), + }, + validate_json_input=True, + validate_json_output=True, + ) diff --git a/tests/test_simple.py b/tests/test_simple.py new file mode 100644 index 0000000..2ae05ca --- /dev/null +++ b/tests/test_simple.py @@ -0,0 +1,140 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +from deepdiff import diff +import pytest +from openapi_pydantic import DataType, Schema + +from agntcy_iomapper import IOMapper, IOMapperInput, IOMapperOutput +from agntcy_iomapper.base import ArgumentsDescription +from utils import compareOutputs, compareOutputsAsync + +SIMPLE_TEST_PARAMETERS = [ + ( + IOMapperInput( + input = ArgumentsDescription(description="Text in English."), + output = ArgumentsDescription(description="Text in French."), + data = "Would you please tell me where I can buy some snails?", + ), + IOMapperOutput( + data = "Pourriez-vous s'il vous plaît me dire où je peux acheter des escargots?", + ), + ), + ( + IOMapperInput( + input = ArgumentsDescription(description=""), + output = ArgumentsDescription(description=""), + data = "Would you please tell me where I can buy some snails?", + message_template="Translate from English to French the following data: {{ data }}", + ), + IOMapperOutput( + data = "Pourriez-vous s'il vous plaît me dire où je peux acheter des escargots?", + ), + ), + ( + IOMapperInput( + input = ArgumentsDescription(json_schema=Schema( + properties={ + "description": Schema( + type=DataType.STRING, + description="A description of the object.", + example="It is a right triangle with a hypotenuse of 5 cm.", + ), + }, + )), + output = ArgumentsDescription(json_schema=Schema( + properties={ + "length": Schema( + type=DataType.STRING, + description="The length as a measure with units.", + example="5 cm", + ), + "width": Schema( + type=DataType.STRING, + description="The width as a measure with units.", + example="5 cm", + ), + "height": Schema( + type=DataType.STRING, + description="The height as a measure with units.", + example="5 cm", + ), + }, + )), + data = {"description": "The object is a purple cube with sides of 1 m."}, + ), + IOMapperOutput( + data = {"length": "1 m", "width": "1 m", "height": "1 m"}, + ), + ), + ( + IOMapperInput( + input = ArgumentsDescription(json_schema=Schema( + properties={ + "description": Schema( + type=DataType.STRING, + description="A description of the object.", + example="It is a blue, right triangle with a hypotenuse of 5 cm.", + ), + }, + )), + output = ArgumentsDescription(json_schema=Schema( + properties={ + "length": Schema( + type=DataType.NUMBER, + description="The length as a number without units.", + example="5", + ), + "width": Schema( + type=DataType.NUMBER, + description="The width as a number without units.", + example="5", + ), + "height": Schema( + type=DataType.NUMBER, + description="The height as a number without units.", + example="5", + ), + }, + )), + data = {"description": "The object is a purple cube with sides of 1.5 m."}, + ), + IOMapperOutput( + data = {"length": 1.5, "width": 1.5, "height": 1.5}, + ), + ), +] + +@pytest.mark.parametrize ( + "input, expected_output", SIMPLE_TEST_PARAMETERS, +) +@pytest.mark.llm +async def test_simple_mapping_async(llmIOMapperConfig, jinjaEnvAsync, input, expected_output): + llmIOMapper = IOMapper(llmIOMapperConfig, jinja_env_async=jinjaEnvAsync) + output = await llmIOMapper.ainvoke(input) + if isinstance(output.data, str): + equalp = await compareOutputsAsync(llmIOMapper, output.data, expected_output.data) + assert equalp + return + + outputs = output.model_dump(exclude_unset=True, exclude_none=True) + expects = expected_output.model_dump(exclude_unset=True, exclude_none=True) + mapdiff = diff.DeepDiff(outputs, expects) + assert len(mapdiff.affected_paths) == 0 + +@pytest.mark.parametrize ( + "input, expected_output", SIMPLE_TEST_PARAMETERS, +) +@pytest.mark.llm +def test_simple_mapping(llmIOMapperConfig, jinjaEnv, input, expected_output): + llmIOMapper = IOMapper(llmIOMapperConfig, jinja_env=jinjaEnv) + output = llmIOMapper.invoke(input) + if isinstance(output.data, str): + equalp = compareOutputs(llmIOMapper, output.data, expected_output.data) + assert equalp + return + + outputs = output.model_dump(exclude_unset=True, exclude_none=True) + expects = expected_output.model_dump(exclude_unset=True, exclude_none=True) + mapdiff = diff.DeepDiff(outputs, expects) + assert len(mapdiff.affected_paths) == 0 + diff --git a/tests/utils.py b/tests/utils.py new file mode 100644 index 0000000..a8e0f03 --- /dev/null +++ b/tests/utils.py @@ -0,0 +1,53 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 +from agntcy_iomapper import IOMapper +from agntcy_iomapper.supported_agents import get_supported_agent +import re + +__COMPARE_SYSTEM_PROMPT="""You are comparing two texts for similarity. +First, write out in a step by step manner your reasoning to be sure that your conclusion is correct. Avoid simply stating the correct answer at the outset. Then print only a single choice from [true, false] (without quotes or punctuation) on its own line corresponding to the correct answer. At the end, repeat just the answer by itself on a new line. +""" +__COMPARE_USER_PROMPT="""Here is the data: +[BEGIN DATA] +************ +[First text]: {text1} +************ +[Second text]: {text2} +************ +[END DATA] + +Compare the factual content of the texts. Ignore any differences in style, grammar, or punctuation. +Answer the question by selecting one of the following options: +(true) The first text is largely the same as the second and fully consistent with it. +(false) There is a disagreement between the first text and the second. + +Reasoning +""" + +async def compareOutputsAsync(iomapper: IOMapper, text1: str, text2: str) -> bool: + model_name = iomapper.config.default_model + agent = get_supported_agent( + True, + model_name, + system_prompt=__COMPARE_SYSTEM_PROMPT, + model_args=iomapper.config.models[model_name], + ) + user_prompt = __COMPARE_USER_PROMPT.format(**locals()) + response = await agent.run(user_prompt=user_prompt, model_settings=iomapper.config.default_model_settings[model_name]) + matches = re.search("(true|false)\\s*$", response.data, re.IGNORECASE) + match = matches.group(1) + return match is not None and match.startswith("t") + +def compareOutputs(iomapper: IOMapper, text1: str, text2: str) -> bool: + model_name = iomapper.config.default_model + agent = get_supported_agent( + False, + model_name, + system_prompt=__COMPARE_SYSTEM_PROMPT, + model_args=iomapper.config.models[model_name], + ) + user_prompt = __COMPARE_USER_PROMPT.format(**locals()) + response = agent.run_sync(user_prompt=user_prompt, model_settings=iomapper.config.default_model_settings[model_name]) + matches = re.search("(true|false)\\s*$", response.data, re.IGNORECASE) + match = matches.group(1) + return match is not None and match.startswith("t") From d51e3daf16c486b0962e1e2092e1af621fe7a382 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 11:55:54 +0100 Subject: [PATCH 02/10] feat: added docs --- README.md | 25 ++++++++++-------- docs/.nojekyll | 0 docs/README.md | 66 ++++++++++++++++++++++++++++++++++++++++++++++ docs/_coverpage.md | 13 +++++++++ docs/index.html | 29 ++++++++++++++++++++ 5 files changed, 122 insertions(+), 11 deletions(-) create mode 100644 docs/.nojekyll create mode 100644 docs/README.md create mode 100644 docs/_coverpage.md create mode 100644 docs/index.html diff --git a/README.md b/README.md index 0445688..3ccb0f8 100644 --- a/README.md +++ b/README.md @@ -43,11 +43,6 @@ To get a local copy up and running follow these simple steps. ## Usage -## Roadmap - -See the [open issues](https://github.com/agntcy/iomapper-agnt/issues) for a list -of proposed features (and known issues). - ## Contributing Contributions are what make the open source community such an amazing place to @@ -55,12 +50,20 @@ learn, inspire, and create. Any contributions you make are **greatly appreciated**. For detailed contributing guidelines, please see [CONTRIBUTING.md](CONTRIBUTING.md) -## License +## Copyright Notice and License + +[Copyright Notice and License](./LICENSE.md) + +Copyright (c) 2025 Cisco and/or its affiliates. -Distributed under the Apache-2.0 License. See [LICENSE](LICENSE) for more -information. +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at -## Contact + http://www.apache.org/licenses/LICENSE-2.0 -Project Link: -[https://github.com/agntcy/iomapper-agnt](https://github.com/agntcy/iomapper-agnt) +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. diff --git a/docs/.nojekyll b/docs/.nojekyll new file mode 100644 index 0000000..e69de29 diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 0000000..ea01f3b --- /dev/null +++ b/docs/README.md @@ -0,0 +1,66 @@ +# IO-Mapper Agent + +## About The Project + +When connecting agents in an application, the output of one agent needs to be compatible with the input of the following agent. This compatibility needs to be guaranteed at three different levels: + +1. transport level: the two agents need to use the same transport protocol. +2. format level: the two agents need to carry information using the same format (e.g. same JSON data structures) +3. semantic level: the two agents need to “talk about the same thing”. + +Communication between agents is not possible if there are discrepancies between the agents at any of the layers [1-3]. + +Ensuring that agents are semantically compatible, i.e., the output of the one agent contains the information needed +by later agents, is an problem of composition or planning in the application. This project, the IO Mapper Agent, +addresses level 2 and 3 compatibility. It is a component, implemented as an agent, that can make use of an LLM +to transform the output of one agent to become compatible to the input of another agent. Note that this may mean +many different things, for example: + +* JSON structure transcoding: A JSON dictionary needs to be remapped into another JSON dictionary +* Text summarisation: A text needs to be summarised or some information needs to be removed +* Text translation: A text needs to be translated from one language to another +* Text manipulation: Part of the information of one text needs to be reformulated into another text +* Any combination of the above + +The IO mapper Agent can be fed the schema definitions of inputs and outputs as defined by the [Agent Connect Protocol](https://github.com/agntcy/acp-spec). + +## Getting Started + +To get a local copy up and running follow these simple steps. + +### Prerequisites + +### Installation + +1. Clone the repository + + ```sh + git clone https://github.com/agntcy/iomapper-agnt.git + ``` + +## Usage + +## Contributing + +Contributions are what make the open source community such an amazing place to +learn, inspire, and create. Any contributions you make are **greatly +appreciated**. For detailed contributing guidelines, please see +[CONTRIBUTING.md](CONTRIBUTING.md) + +## Copyright Notice and License + +[Copyright Notice and License](./LICENSE.md) + +Copyright (c) 2025 Cisco and/or its affiliates. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. diff --git a/docs/_coverpage.md b/docs/_coverpage.md new file mode 100644 index 0000000..d17436b --- /dev/null +++ b/docs/_coverpage.md @@ -0,0 +1,13 @@ +# Agntcy IO-Mapper Agent + + +> Transforms output from one agent into the input of another. + +* JSON structure transcoding: A JSON dictionary needs to be remapped into another JSON dictionary +* Text summarisation: A text needs to be summarised or some information needs to be removed +* Text translation: A text needs to be translated from one language to another +* Text manipulation: Part of the information of one text needs to be reformulated into another text +* Any combination of the above + +[GitHub](https://github.com/agntcy/iomapper-agnt/) +[Get Started](#iomapper-agnt) diff --git a/docs/index.html b/docs/index.html new file mode 100644 index 0000000..9e132b6 --- /dev/null +++ b/docs/index.html @@ -0,0 +1,29 @@ + + + + + Agntcy IO-Mapper Agent + + + + + + +
+ + + + + + + + + + From e342a3168e9c640af26bc2b65478a35996a5582a Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 12:00:22 +0100 Subject: [PATCH 03/10] chore: shorten text descriptions. --- docs/_coverpage.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/_coverpage.md b/docs/_coverpage.md index d17436b..abe4fa7 100644 --- a/docs/_coverpage.md +++ b/docs/_coverpage.md @@ -3,10 +3,10 @@ > Transforms output from one agent into the input of another. -* JSON structure transcoding: A JSON dictionary needs to be remapped into another JSON dictionary -* Text summarisation: A text needs to be summarised or some information needs to be removed -* Text translation: A text needs to be translated from one language to another -* Text manipulation: Part of the information of one text needs to be reformulated into another text +* JSON structure transcoding: A JSON dictionary mapped into another JSON dictionary +* Text summarisation: A text can be summarised or some information removed +* Text translation: A text can be translated from one language to another +* Text manipulation: Reformulate a portion of input text into another text * Any combination of the above [GitHub](https://github.com/agntcy/iomapper-agnt/) From 9a6ef859975028bee18b7bfc72352741b3cb0a02 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 12:15:10 +0100 Subject: [PATCH 04/10] chore: add python syntax highlighting and simplified coverpage text. --- docs/_coverpage.md | 7 +++---- docs/index.html | 1 + 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/_coverpage.md b/docs/_coverpage.md index abe4fa7..0b654e1 100644 --- a/docs/_coverpage.md +++ b/docs/_coverpage.md @@ -3,10 +3,9 @@ > Transforms output from one agent into the input of another. -* JSON structure transcoding: A JSON dictionary mapped into another JSON dictionary -* Text summarisation: A text can be summarised or some information removed -* Text translation: A text can be translated from one language to another -* Text manipulation: Reformulate a portion of input text into another text +* JSON structure transcoding to remap a JSON dictionary +* Text summarisation or some information removed +* Text translation from one language to another * Any combination of the above [GitHub](https://github.com/agntcy/iomapper-agnt/) diff --git a/docs/index.html b/docs/index.html index 9e132b6..da200ef 100644 --- a/docs/index.html +++ b/docs/index.html @@ -24,6 +24,7 @@ + From 06539d5be4e65e85fa705f9f4f10873a1482d6a9 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 12:26:44 +0100 Subject: [PATCH 05/10] chore: fix get started link. --- docs/_coverpage.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/_coverpage.md b/docs/_coverpage.md index 0b654e1..1323e87 100644 --- a/docs/_coverpage.md +++ b/docs/_coverpage.md @@ -9,4 +9,4 @@ * Any combination of the above [GitHub](https://github.com/agntcy/iomapper-agnt/) -[Get Started](#iomapper-agnt) +[Get Started](#getting-started) From 8a0d7d43994797ee7bf7e1e422783ef2798033a2 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 12:51:43 +0100 Subject: [PATCH 06/10] feat: add markdown version of license and rest of doc files. --- docs/CONTRIBUTING.md | 58 +++++++++++++ docs/LICENSE.md | 194 +++++++++++++++++++++++++++++++++++++++++++ docs/README.md | 8 +- docs/SECURITY.md | 58 +++++++++++++ 4 files changed, 316 insertions(+), 2 deletions(-) create mode 100644 docs/CONTRIBUTING.md create mode 100644 docs/LICENSE.md create mode 100644 docs/SECURITY.md diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md new file mode 100644 index 0000000..489a9de --- /dev/null +++ b/docs/CONTRIBUTING.md @@ -0,0 +1,58 @@ +# How to Contribute + +Thanks for your interest in contributing to IO-Mapper Agent project! Here are a few +general guidelines on contributing and reporting bugs that we ask you to review. +Following these guidelines helps to communicate that you respect the time of the +contributors managing and developing this open source project. In return, they +should reciprocate that respect in addressing your issue, assessing changes, and +helping you finalize your pull requests. In that spirit of mutual respect, we +endeavor to review incoming issues and pull requests within 10 days, and will +close any lingering issues or pull requests after 60 days of inactivity. + +Please note that all of your interactions in the project are subject to our +[Code of Conduct](/CODE_OF_CONDUCT.md). This includes creation of issues or pull +requests, commenting on issues or pull requests, and extends to all interactions +in any real-time space e.g., Slack, Discord, etc. + +## Reporting Issues + +Before reporting a new issue, please ensure that the issue was not already +reported or fixed by searching through our [issues +list](https://github.com/agntcy/iomapper-agnt/issues). + +When creating a new issue, please be sure to include a **title and clear +description**, as much relevant information as possible, and, if possible, a +test case. + +**If you discover a security bug, please do not report it through GitHub. +Instead, please see security procedures in [SECURITY.md](/SECURITY.md).** + +## Sending Pull Requests + +Before sending a new pull request, take a look at existing pull requests and +issues to see if the proposed change or fix has been discussed in the past, or +if the change was already implemented but not yet released. + +We expect new pull requests to include tests for any affected behavior, and, as +we follow semantic versioning, we may reserve breaking changes until the next +major version release. + +## Other Ways to Contribute + +We welcome anyone that wants to contribute to this project to triage and +reply to open issues to help troubleshoot and fix existing bugs. Here is what +you can do: + +- Help ensure that existing issues follows the recommendations from the + _[Reporting Issues](#reporting-issues)_ section, providing feedback to the + issue's author on what might be missing. +- Review and update the existing content of our + [Wiki](https://github.com/agntcy/iomapper-agnt/wiki) with up-to-date + instructions and code samples. +- Review existing pull requests, and testing patches against real existing + applications that use the project. +- Write a test, or add a missing test case to an existing test. + +Thanks again for your interest on contributing! + +:heart: diff --git a/docs/LICENSE.md b/docs/LICENSE.md new file mode 100644 index 0000000..d0af96c --- /dev/null +++ b/docs/LICENSE.md @@ -0,0 +1,194 @@ +Apache License +============== + +_Version 2.0, January 2004_ +_<>_ + +### Terms and Conditions for use, reproduction, and distribution + +#### 1. 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However, +in accepting such obligations, You may act only on Your own behalf and on Your +sole responsibility, not on behalf of any other Contributor, and only if You +agree to indemnify, defend, and hold each Contributor harmless for any liability +incurred by, or claims asserted against, such Contributor by reason of your +accepting any such warranty or additional liability. + +_END OF TERMS AND CONDITIONS_ + +### APPENDIX: How to apply the Apache License to your work + +To apply the Apache License to your work, attach the following boilerplate +notice, with the fields enclosed by brackets `[]` replaced with your own +identifying information. (Don't include the brackets!) The text should be +enclosed in the appropriate comment syntax for the file format. We also +recommend that a file or class name and description of purpose be included on +the same “printed page” as the copyright notice for easier identification within +third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/docs/README.md b/docs/README.md index ea01f3b..f6dad22 100644 --- a/docs/README.md +++ b/docs/README.md @@ -47,9 +47,13 @@ learn, inspire, and create. Any contributions you make are **greatly appreciated**. For detailed contributing guidelines, please see [CONTRIBUTING.md](CONTRIBUTING.md) +## Security + +For security policies and procedures, please see [SECURITY.md](SECURITY.md) + ## Copyright Notice and License -[Copyright Notice and License](./LICENSE.md) +[Copyright Notice and License](LICENSE.md) Copyright (c) 2025 Cisco and/or its affiliates. @@ -57,7 +61,7 @@ Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at - http://www.apache.org/licenses/LICENSE-2.0 + http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, diff --git a/docs/SECURITY.md b/docs/SECURITY.md new file mode 100644 index 0000000..04e0b74 --- /dev/null +++ b/docs/SECURITY.md @@ -0,0 +1,58 @@ +# Security Policies and Procedures + +This document outlines security procedures and general policies for the +project. + +- [Security Policies and Procedures](#security-policies-and-procedures) + - [Disclosing a security issue](#disclosing-a-security-issue) + - [Vulnerability management](#vulnerability-management) + - [Suggesting changes](#suggesting-changes) + +## Disclosing a security issue + +The maintainers take all security issues in the project +seriously. Thank you for improving the security of this project. We +appreciate your dedication to responsible disclosure and will make every effort +to acknowledge your contributions. + +This project leverages GitHub's private vulnerability reporting. + +To learn more about this feature and how to submit a vulnerability report, +review [GitHub's documentation on private reporting](https://docs.github.com/code-security/security-advisories/guidance-on-reporting-and-writing-information-about-vulnerabilities/privately-reporting-a-security-vulnerability). + +Here are some helpful details to include in your report: + +- a detailed description of the issue +- the steps required to reproduce the issue +- versions of the project that may be affected by the issue +- if known, any mitigations for the issue + +A maintainer will acknowledge the report within three (3) business days, and +will send a more detailed response within an additional three (3) business days +indicating the next steps in handling your report. + +If you've been unable to successfully draft a vulnerability report via GitHub or +have not received a response during the alloted response window, please reach out via +[security@agntcy.ai](mailto:security@agntcy.ai) contact email. + +After the initial reply to your report, the maintainers will endeavor to keep +you informed of the progress towards a fix and full announcement, and may ask +for additional information or guidance. + +## Vulnerability management + +When the maintainers receive a disclosure report, they will assign it to a +primary handler. + +This person will coordinate the fix and release process, which involves the +following steps: + +- confirming the issue +- determining affected versions of the project +- auditing code to find any potential similar problems +- preparing fixes for all releases under maintenance + +## Suggesting changes + +If you have suggestions on how this process could be improved please submit an +issue or pull request. From 01b4f554d012092f874d59763edad132e41137f1 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 13:07:15 +0100 Subject: [PATCH 07/10] chore: rearrange files do include docs. --- CONTRIBUTING.md | 58 ------------------- README.md | 2 +- SECURITY.md | 58 ------------------- CODE_OF_CONDUCT.md => docs/CODE_OF_CONDUCT.md | 0 docs/CONTRIBUTING.md | 4 +- docs/README.md | 6 +- docs/SECURITY.md | 2 +- 7 files changed, 7 insertions(+), 123 deletions(-) delete mode 100644 CONTRIBUTING.md delete mode 100644 SECURITY.md rename CODE_OF_CONDUCT.md => docs/CODE_OF_CONDUCT.md (100%) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md deleted file mode 100644 index 489a9de..0000000 --- a/CONTRIBUTING.md +++ /dev/null @@ -1,58 +0,0 @@ -# How to Contribute - -Thanks for your interest in contributing to IO-Mapper Agent project! Here are a few -general guidelines on contributing and reporting bugs that we ask you to review. -Following these guidelines helps to communicate that you respect the time of the -contributors managing and developing this open source project. In return, they -should reciprocate that respect in addressing your issue, assessing changes, and -helping you finalize your pull requests. In that spirit of mutual respect, we -endeavor to review incoming issues and pull requests within 10 days, and will -close any lingering issues or pull requests after 60 days of inactivity. - -Please note that all of your interactions in the project are subject to our -[Code of Conduct](/CODE_OF_CONDUCT.md). This includes creation of issues or pull -requests, commenting on issues or pull requests, and extends to all interactions -in any real-time space e.g., Slack, Discord, etc. - -## Reporting Issues - -Before reporting a new issue, please ensure that the issue was not already -reported or fixed by searching through our [issues -list](https://github.com/agntcy/iomapper-agnt/issues). - -When creating a new issue, please be sure to include a **title and clear -description**, as much relevant information as possible, and, if possible, a -test case. - -**If you discover a security bug, please do not report it through GitHub. -Instead, please see security procedures in [SECURITY.md](/SECURITY.md).** - -## Sending Pull Requests - -Before sending a new pull request, take a look at existing pull requests and -issues to see if the proposed change or fix has been discussed in the past, or -if the change was already implemented but not yet released. - -We expect new pull requests to include tests for any affected behavior, and, as -we follow semantic versioning, we may reserve breaking changes until the next -major version release. - -## Other Ways to Contribute - -We welcome anyone that wants to contribute to this project to triage and -reply to open issues to help troubleshoot and fix existing bugs. Here is what -you can do: - -- Help ensure that existing issues follows the recommendations from the - _[Reporting Issues](#reporting-issues)_ section, providing feedback to the - issue's author on what might be missing. -- Review and update the existing content of our - [Wiki](https://github.com/agntcy/iomapper-agnt/wiki) with up-to-date - instructions and code samples. -- Review existing pull requests, and testing patches against real existing - applications that use the project. -- Write a test, or add a missing test case to an existing test. - -Thanks again for your interest on contributing! - -:heart: diff --git a/README.md b/README.md index 3ccb0f8..88c0af8 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ appreciated**. For detailed contributing guidelines, please see ## Copyright Notice and License -[Copyright Notice and License](./LICENSE.md) +[Copyright Notice and License](./LICENSE) Copyright (c) 2025 Cisco and/or its affiliates. diff --git a/SECURITY.md b/SECURITY.md deleted file mode 100644 index 5c6c4af..0000000 --- a/SECURITY.md +++ /dev/null @@ -1,58 +0,0 @@ -# Security Policies and Procedures - -This document outlines security procedures and general policies for the -project. - -- [Security Policies and Procedures](#security-policies-and-procedures) - - [Disclosing a security issue](#disclosing-a-security-issue) - - [Vulnerability management](#vulnerability-management) - - [Suggesting changes](#suggesting-changes) - -## Disclosing a security issue - -The maintainers take all security issues in the project -seriously. Thank you for improving the security of this project. We -appreciate your dedication to responsible disclosure and will make every effort -to acknowledge your contributions. - -This project leverages GitHub's private vulnerability reporting. - -To learn more about this feature and how to submit a vulnerability report, -review [GitHub's documentation on private reporting](https://docs.github.com/code-security/security-advisories/guidance-on-reporting-and-writing-information-about-vulnerabilities/privately-reporting-a-security-vulnerability). - -Here are some helpful details to include in your report: - -- a detailed description of the issue -- the steps required to reproduce the issue -- versions of the project that may be affected by the issue -- if known, any mitigations for the issue - -A maintainer will acknowledge the report within three (3) business days, and -will send a more detailed response within an additional three (3) business days -indicating the next steps in handling your report. - -If you've been unable to successfully draft a vulnerability report via GitHub or -have not received a response during the alloted response window, please reach out via -[security@agntcy.org](mailto:security@agntcy.org) contact email. - -After the initial reply to your report, the maintainers will endeavor to keep -you informed of the progress towards a fix and full announcement, and may ask -for additional information or guidance. - -## Vulnerability management - -When the maintainers receive a disclosure report, they will assign it to a -primary handler. - -This person will coordinate the fix and release process, which involves the -following steps: - -- confirming the issue -- determining affected versions of the project -- auditing code to find any potential similar problems -- preparing fixes for all releases under maintenance - -## Suggesting changes - -If you have suggestions on how this process could be improved please submit an -issue or pull request. diff --git a/CODE_OF_CONDUCT.md b/docs/CODE_OF_CONDUCT.md similarity index 100% rename from CODE_OF_CONDUCT.md rename to docs/CODE_OF_CONDUCT.md diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md index 489a9de..8dd4baa 100644 --- a/docs/CONTRIBUTING.md +++ b/docs/CONTRIBUTING.md @@ -10,7 +10,7 @@ endeavor to review incoming issues and pull requests within 10 days, and will close any lingering issues or pull requests after 60 days of inactivity. Please note that all of your interactions in the project are subject to our -[Code of Conduct](/CODE_OF_CONDUCT.md). This includes creation of issues or pull +[Code of Conduct](#/CODE_OF_CONDUCT?id=contributor-covenant-code-of-conduct). This includes creation of issues or pull requests, commenting on issues or pull requests, and extends to all interactions in any real-time space e.g., Slack, Discord, etc. @@ -25,7 +25,7 @@ description**, as much relevant information as possible, and, if possible, a test case. **If you discover a security bug, please do not report it through GitHub. -Instead, please see security procedures in [SECURITY.md](/SECURITY.md).** +Instead, please see security procedures in [Security](#/SECURITY?id=security-policies-and-procedures).** ## Sending Pull Requests diff --git a/docs/README.md b/docs/README.md index f6dad22..499d73a 100644 --- a/docs/README.md +++ b/docs/README.md @@ -45,15 +45,15 @@ To get a local copy up and running follow these simple steps. Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**. For detailed contributing guidelines, please see -[CONTRIBUTING.md](CONTRIBUTING.md) +[Contributing](#/CONTRIBUTING?id=how-to-contribute) ## Security -For security policies and procedures, please see [SECURITY.md](SECURITY.md) +For security policies and procedures, please see [Security](#/SECURITY?id=security-policies-and-procedures) ## Copyright Notice and License -[Copyright Notice and License](LICENSE.md) +[Copyright Notice and License](#/LICENSE?id=apache-license) Copyright (c) 2025 Cisco and/or its affiliates. diff --git a/docs/SECURITY.md b/docs/SECURITY.md index 04e0b74..5c6c4af 100644 --- a/docs/SECURITY.md +++ b/docs/SECURITY.md @@ -33,7 +33,7 @@ indicating the next steps in handling your report. If you've been unable to successfully draft a vulnerability report via GitHub or have not received a response during the alloted response window, please reach out via -[security@agntcy.ai](mailto:security@agntcy.ai) contact email. +[security@agntcy.org](mailto:security@agntcy.org) contact email. After the initial reply to your report, the maintainers will endeavor to keep you informed of the progress towards a fix and full announcement, and may ask From 57e29c9bb1179029a5397ef9d31bd8d8d92d8f78 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 13:28:13 +0100 Subject: [PATCH 08/10] chore: Fixes for links. --- docs/CONTRIBUTING.md | 4 ++-- docs/LICENSE.md | 3 +-- docs/README.md | 6 +++--- 3 files changed, 6 insertions(+), 7 deletions(-) diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md index 8dd4baa..4dea2b7 100644 --- a/docs/CONTRIBUTING.md +++ b/docs/CONTRIBUTING.md @@ -10,7 +10,7 @@ endeavor to review incoming issues and pull requests within 10 days, and will close any lingering issues or pull requests after 60 days of inactivity. Please note that all of your interactions in the project are subject to our -[Code of Conduct](#/CODE_OF_CONDUCT?id=contributor-covenant-code-of-conduct). This includes creation of issues or pull +[Code of Conduct](CODE_OF_CONDUCT#contributor-covenant-code-of-conduct). This includes creation of issues or pull requests, commenting on issues or pull requests, and extends to all interactions in any real-time space e.g., Slack, Discord, etc. @@ -25,7 +25,7 @@ description**, as much relevant information as possible, and, if possible, a test case. **If you discover a security bug, please do not report it through GitHub. -Instead, please see security procedures in [Security](#/SECURITY?id=security-policies-and-procedures).** +Instead, please see security procedures in [Security](SECURITY#security-policies-and-procedures).** ## Sending Pull Requests diff --git a/docs/LICENSE.md b/docs/LICENSE.md index d0af96c..66f12cf 100644 --- a/docs/LICENSE.md +++ b/docs/LICENSE.md @@ -1,5 +1,4 @@ -Apache License -============== +# Apache License _Version 2.0, January 2004_ _<>_ diff --git a/docs/README.md b/docs/README.md index 499d73a..932fb3d 100644 --- a/docs/README.md +++ b/docs/README.md @@ -45,15 +45,15 @@ To get a local copy up and running follow these simple steps. Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**. For detailed contributing guidelines, please see -[Contributing](#/CONTRIBUTING?id=how-to-contribute) +[Contributing](CONTRIBUTING#how-to-contribute) ## Security -For security policies and procedures, please see [Security](#/SECURITY?id=security-policies-and-procedures) +For security policies and procedures, please see [Security](SECURITY#security-policies-and-procedures) ## Copyright Notice and License -[Copyright Notice and License](#/LICENSE?id=apache-license) +[Copyright Notice and License](LICENSE#apache-license) Copyright (c) 2025 Cisco and/or its affiliates. From c95adf32dc5fb53eaae953422a8753ad6da4a943 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 13:36:51 +0100 Subject: [PATCH 09/10] chore: Change casing on test case names. --- agntcy_iomapper/base.py | 4 ---- tests/conftest.py | 8 ++++---- tests/test_simple.py | 14 +++++++------- tests/utils.py | 4 ++-- 4 files changed, 13 insertions(+), 17 deletions(-) diff --git a/agntcy_iomapper/base.py b/agntcy_iomapper/base.py index 4361d18..eb9379c 100644 --- a/agntcy_iomapper/base.py +++ b/agntcy_iomapper/base.py @@ -67,10 +67,6 @@ class BaseIOMapper(ABC): All io mappers wrappers inherited from BaseIOMapper. """ - # - # def __init__(self, *args: Any, **kwargs: Any) -> None: - # super().__init__(*args, **kwargs) - @abstractmethod def invoke(self, input: IOMapperInput) -> IOMapperOutput: """Pass input data diff --git a/tests/conftest.py b/tests/conftest.py index 7f4dad6..fd0b4ec 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -9,7 +9,7 @@ load_dotenv(dotenv_path=find_dotenv(usecwd=True)) @pytest.fixture -def jinjaEnv() -> SandboxedEnvironment: +def jinja_env() -> SandboxedEnvironment: return SandboxedEnvironment( loader=None, enable_async=False, @@ -17,7 +17,7 @@ def jinjaEnv() -> SandboxedEnvironment: ) @pytest.fixture -def jinjaEnvAsync() -> SandboxedEnvironment: +def jinja_env_async() -> SandboxedEnvironment: return SandboxedEnvironment( loader=None, enable_async=True, @@ -25,7 +25,7 @@ def jinjaEnvAsync() -> SandboxedEnvironment: ) @pytest.fixture -def noLlmIOMapperConfig() -> IOMapperConfig: +def no_llm_iomapper_config() -> IOMapperConfig: return IOMapperConfig( models = {}, validate_json_input=True, @@ -33,7 +33,7 @@ def noLlmIOMapperConfig() -> IOMapperConfig: ) @pytest.fixture -def llmIOMapperConfig() -> IOMapperConfig: +def llm_iomapper_config() -> IOMapperConfig: return IOMapperConfig( models={ "azure:gpt-4o-mini": IOModelArgs( diff --git a/tests/test_simple.py b/tests/test_simple.py index 2ae05ca..71075c1 100644 --- a/tests/test_simple.py +++ b/tests/test_simple.py @@ -6,7 +6,7 @@ from agntcy_iomapper import IOMapper, IOMapperInput, IOMapperOutput from agntcy_iomapper.base import ArgumentsDescription -from utils import compareOutputs, compareOutputsAsync +from utils import compare_outputs, compare_outputs_async SIMPLE_TEST_PARAMETERS = [ ( @@ -108,11 +108,11 @@ "input, expected_output", SIMPLE_TEST_PARAMETERS, ) @pytest.mark.llm -async def test_simple_mapping_async(llmIOMapperConfig, jinjaEnvAsync, input, expected_output): - llmIOMapper = IOMapper(llmIOMapperConfig, jinja_env_async=jinjaEnvAsync) +async def test_simple_mapping_async(llm_iomapper_config, jinja_env_async, input, expected_output): + llmIOMapper = IOMapper(llm_iomapper_config, jinja_env_async=jinja_env_async) output = await llmIOMapper.ainvoke(input) if isinstance(output.data, str): - equalp = await compareOutputsAsync(llmIOMapper, output.data, expected_output.data) + equalp = await compare_outputs_async(llmIOMapper, output.data, expected_output.data) assert equalp return @@ -125,11 +125,11 @@ async def test_simple_mapping_async(llmIOMapperConfig, jinjaEnvAsync, input, exp "input, expected_output", SIMPLE_TEST_PARAMETERS, ) @pytest.mark.llm -def test_simple_mapping(llmIOMapperConfig, jinjaEnv, input, expected_output): - llmIOMapper = IOMapper(llmIOMapperConfig, jinja_env=jinjaEnv) +def test_simple_mapping(llm_iomapper_config, jinja_env, input, expected_output): + llmIOMapper = IOMapper(llm_iomapper_config, jinja_env=jinja_env) output = llmIOMapper.invoke(input) if isinstance(output.data, str): - equalp = compareOutputs(llmIOMapper, output.data, expected_output.data) + equalp = compare_outputs(llmIOMapper, output.data, expected_output.data) assert equalp return diff --git a/tests/utils.py b/tests/utils.py index a8e0f03..09fce90 100644 --- a/tests/utils.py +++ b/tests/utils.py @@ -24,7 +24,7 @@ Reasoning """ -async def compareOutputsAsync(iomapper: IOMapper, text1: str, text2: str) -> bool: +async def compare_outputs_async(iomapper: IOMapper, text1: str, text2: str) -> bool: model_name = iomapper.config.default_model agent = get_supported_agent( True, @@ -38,7 +38,7 @@ async def compareOutputsAsync(iomapper: IOMapper, text1: str, text2: str) -> boo match = matches.group(1) return match is not None and match.startswith("t") -def compareOutputs(iomapper: IOMapper, text1: str, text2: str) -> bool: +def compare_outputs(iomapper: IOMapper, text1: str, text2: str) -> bool: model_name = iomapper.config.default_model agent = get_supported_agent( False, From 78a09253847531cf360a698ea6928d89ea812a55 Mon Sep 17 00:00:00 2001 From: Jeff Napper <103025963+jnapper7@users.noreply.github.com> Date: Fri, 14 Feb 2025 13:47:19 +0100 Subject: [PATCH 10/10] chore: Change IOMapper name to AgentIOMapper. Add minimal docs. --- agntcy_iomapper/__init__.py | 2 +- agntcy_iomapper/iomapper.py | 5 ++--- agntcy_iomapper/supported_agents.py | 22 ++++++++++++++++++---- pyproject.toml | 3 ++- tests/test_simple.py | 6 +++--- tests/utils.py | 8 +++----- 6 files changed, 29 insertions(+), 17 deletions(-) diff --git a/agntcy_iomapper/__init__.py b/agntcy_iomapper/__init__.py index 0517155..af363c7 100644 --- a/agntcy_iomapper/__init__.py +++ b/agntcy_iomapper/__init__.py @@ -8,7 +8,7 @@ IOModelSettings, ) from .iomapper import ( - IOMapper, + AgentIOMapper, IOMapperConfig, IOModelArgs, ) diff --git a/agntcy_iomapper/iomapper.py b/agntcy_iomapper/iomapper.py index d8b42b3..3966c39 100644 --- a/agntcy_iomapper/iomapper.py +++ b/agntcy_iomapper/iomapper.py @@ -75,7 +75,7 @@ def _validate_obj(self) -> Self: return self -class IOMapper(BaseIOMapper): +class AgentIOMapper(BaseIOMapper): _json_search_pattern: ClassVar[re.Pattern] = re.compile(r"```json\n(.*?)\n```", re.DOTALL) def __init__( @@ -160,7 +160,6 @@ def _get_agent( raise ValueError(f"requested model {model_name} not found") return get_supported_agent( - is_async, model_name, model_args=self.config.models[model_name], system_prompt=system_prompt, @@ -273,7 +272,7 @@ async def main(): input = IOMapperInput.model_validate_json(inputs) logging.info(f"Loaded input from {args.inputfile}: {input.model_dump_json()}") - p = IOMapper(config, jinja_env) + p = AgentIOMapper(config, jinja_env) output = await p.ainvoke(input) outputs = output.model_dump_json() diff --git a/agntcy_iomapper/supported_agents.py b/agntcy_iomapper/supported_agents.py index a513436..5794256 100644 --- a/agntcy_iomapper/supported_agents.py +++ b/agntcy_iomapper/supported_agents.py @@ -17,17 +17,31 @@ def get_supported_agent( - is_async: bool, model_name: SupportedModelName, model_args: dict[str, Any] = {}, **kwargs, ) -> Agent: + """ + Creates and returns an `Agent` instance for the given model. + + Args: + model_name (SupportedModelName): The name of the model to be used. + If the name starts with "azure:", an `AsyncAzureOpenAI` client is used. + model_args (dict[str, Any], optional): Additional arguments for model + initialization. Defaults to an empty dictionary. + **kwargs: Additional keyword arguments passed to the `Agent` constructor. + + Returns: + Agent: An instance of the `Agent` class configured with the specified model. + + Notes: + - The `pydantic-ai` package does not currently pass `model_args` to the + inferred model in the constructor, but this behavior might change in + the future. + """ if model_name.startswith("azure:"): - # Note: the client is always async even if you call run_sync client = AsyncAzureOpenAI(**model_args) model = OpenAIModel(model_name[6:], openai_client=client) return Agent(model, **kwargs) - # Note: The constructor (in pydantic-ai package) does not pass any model args - # to the inferred model. This might change in the future. return Agent(model_name, **kwargs) diff --git a/pyproject.toml b/pyproject.toml index b742f17..d85b8d1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,8 @@ version = "0.1.0" license = "Apache-2.0" description = "A tool to transform output from one agent to the input of another." readme = "README.md" -maintainers = ["Reginaldo Costa (regcosta) "] +authors = ["Jeff Napper ", "Reginaldo Costa "] +maintainers = ["Jeff Napper ", "Reginaldo Costa "] [tool.poetry.dependencies] python = "^3.12" diff --git a/tests/test_simple.py b/tests/test_simple.py index 71075c1..6a199fd 100644 --- a/tests/test_simple.py +++ b/tests/test_simple.py @@ -4,7 +4,7 @@ import pytest from openapi_pydantic import DataType, Schema -from agntcy_iomapper import IOMapper, IOMapperInput, IOMapperOutput +from agntcy_iomapper import AgentIOMapper, IOMapperInput, IOMapperOutput from agntcy_iomapper.base import ArgumentsDescription from utils import compare_outputs, compare_outputs_async @@ -109,7 +109,7 @@ ) @pytest.mark.llm async def test_simple_mapping_async(llm_iomapper_config, jinja_env_async, input, expected_output): - llmIOMapper = IOMapper(llm_iomapper_config, jinja_env_async=jinja_env_async) + llmIOMapper = AgentIOMapper(llm_iomapper_config, jinja_env_async=jinja_env_async) output = await llmIOMapper.ainvoke(input) if isinstance(output.data, str): equalp = await compare_outputs_async(llmIOMapper, output.data, expected_output.data) @@ -126,7 +126,7 @@ async def test_simple_mapping_async(llm_iomapper_config, jinja_env_async, input, ) @pytest.mark.llm def test_simple_mapping(llm_iomapper_config, jinja_env, input, expected_output): - llmIOMapper = IOMapper(llm_iomapper_config, jinja_env=jinja_env) + llmIOMapper = AgentIOMapper(llm_iomapper_config, jinja_env=jinja_env) output = llmIOMapper.invoke(input) if isinstance(output.data, str): equalp = compare_outputs(llmIOMapper, output.data, expected_output.data) diff --git a/tests/utils.py b/tests/utils.py index 09fce90..75e35d3 100644 --- a/tests/utils.py +++ b/tests/utils.py @@ -1,6 +1,6 @@ # SPDX-FileCopyrightText: Copyright (c) 2025 Cisco and/or its affiliates. # SPDX-License-Identifier: Apache-2.0 -from agntcy_iomapper import IOMapper +from agntcy_iomapper import AgentIOMapper from agntcy_iomapper.supported_agents import get_supported_agent import re @@ -24,10 +24,9 @@ Reasoning """ -async def compare_outputs_async(iomapper: IOMapper, text1: str, text2: str) -> bool: +async def compare_outputs_async(iomapper: AgentIOMapper, text1: str, text2: str) -> bool: model_name = iomapper.config.default_model agent = get_supported_agent( - True, model_name, system_prompt=__COMPARE_SYSTEM_PROMPT, model_args=iomapper.config.models[model_name], @@ -38,10 +37,9 @@ async def compare_outputs_async(iomapper: IOMapper, text1: str, text2: str) -> b match = matches.group(1) return match is not None and match.startswith("t") -def compare_outputs(iomapper: IOMapper, text1: str, text2: str) -> bool: +def compare_outputs(iomapper: AgentIOMapper, text1: str, text2: str) -> bool: model_name = iomapper.config.default_model agent = get_supported_agent( - False, model_name, system_prompt=__COMPARE_SYSTEM_PROMPT, model_args=iomapper.config.models[model_name],