diff --git a/arch/tools/cli/config_generator.py b/arch/tools/cli/config_generator.py index b8360065..1563dd4a 100644 --- a/arch/tools/cli/config_generator.py +++ b/arch/tools/cli/config_generator.py @@ -213,10 +213,6 @@ def validate_and_render_schema(): model_aliases = config_yaml["model_aliases"] for alias_name, alias_config in model_aliases.items(): target = alias_config.get("target") - if not target: - raise Exception( - f"Model alias '{alias_name}' must have a target specified" - ) if target not in model_name_keys: raise Exception( f"Model alias '{alias_name}' targets '{target}' which is not defined as a model. Available models: {', '.join(sorted(model_name_keys))}" diff --git a/crates/brightstaff/src/handlers/chat_completions.rs b/crates/brightstaff/src/handlers/chat_completions.rs index f667e7f3..b049e4f3 100644 --- a/crates/brightstaff/src/handlers/chat_completions.rs +++ b/crates/brightstaff/src/handlers/chat_completions.rs @@ -1,7 +1,7 @@ use std::sync::Arc; - +use std::collections::HashMap; use bytes::Bytes; -use common::configuration::{Configuration, ModelUsagePreference}; +use common::configuration::{ModelAlias, ModelUsagePreference}; use common::consts::ARCH_PROVIDER_HINT_HEADER; use hermesllm::apis::openai::ChatCompletionsRequest; use hermesllm::clients::SupportedAPIs; @@ -28,7 +28,7 @@ pub async fn chat( request: Request, router_service: Arc, full_qualified_llm_provider_url: String, - config: Arc, + model_aliases: Arc>>, ) -> Result>, hyper::Error> { let request_path = request.uri().path().to_string(); @@ -48,21 +48,21 @@ pub async fn chat( } }; - // === Model alias resolution: update model field in client_request immediately === + // Model alias resolution: update model field in client_request immediately // This ensures all downstream objects use the resolved model - let original_model = client_request.model().to_string(); - let resolved_model = if let Some(model_aliases) = &config.model_aliases { - if let Some(alias) = model_aliases.get(&original_model) { + let model_from_request = client_request.model().to_string(); + let resolved_model = if let Some(model_aliases) = model_aliases.as_ref() { + if let Some(model_alias) = model_aliases.get(&model_from_request) { debug!( - "[BRIGHTSTAFF] Model Alias: 'From {}' -> 'To{}'", - original_model, alias.target + "Model Alias: 'From {}' -> 'To{}'", + model_from_request, model_alias.target ); - alias.target.clone() + model_alias.target.clone() } else { - original_model.clone() + model_from_request.clone() } } else { - original_model.clone() + model_from_request.clone() }; client_request.set_model(resolved_model.clone()); @@ -97,7 +97,7 @@ pub async fn chat( }; debug!( - "[BRIGHTSTAFF -> ARCH_ROUTER] REQ: {}", + "[ARCH_ROUTER REQ]: {}", &serde_json::to_string(&chat_completions_request_for_arch_router).unwrap() ); @@ -153,7 +153,7 @@ pub async fn chat( Some((_, model_name)) => model_name, None => { debug!( - "[BRIGHTSTAFF] No route determined, using default model from request: {}", + "No route determined, using default model from request: {}", chat_completions_request_for_arch_router.model ); chat_completions_request_for_arch_router.model.clone() @@ -169,7 +169,7 @@ pub async fn chat( }; debug!( - "[BRIGHTSTAFF -> ARCH_ROUTER] URL: {}, Final Model: {}", + "[ARCH_ROUTER] URL: {}, Resolved Model: {}", full_qualified_llm_provider_url, model_name ); diff --git a/crates/brightstaff/src/main.rs b/crates/brightstaff/src/main.rs index baca9076..ed4776fe 100644 --- a/crates/brightstaff/src/main.rs +++ b/crates/brightstaff/src/main.rs @@ -94,14 +94,17 @@ async fn main() -> Result<(), Box> { routing_llm_provider, )); + let model_aliases = Arc::new(arch_config.model_aliases.clone()); + + loop { let (stream, _) = listener.accept().await?; let peer_addr = stream.peer_addr()?; let io = TokioIo::new(stream); let router_service: Arc = Arc::clone(&router_service); + let model_aliases = Arc::clone(&model_aliases); let llm_provider_url = llm_provider_url.clone(); - let arch_config = Arc::clone(&arch_config); let llm_providers = llm_providers.clone(); let service = service_fn(move |req| { @@ -110,13 +113,13 @@ async fn main() -> Result<(), Box> { let parent_cx = extract_context_from_request(&req); let llm_provider_url = llm_provider_url.clone(); let llm_providers = llm_providers.clone(); - let arch_config = Arc::clone(&arch_config); + let model_aliases = Arc::clone(&model_aliases); async move { match (req.method(), req.uri().path()) { (&Method::POST, CHAT_COMPLETIONS_PATH | MESSAGES_PATH) => { let fully_qualified_url = format!("{}{}", llm_provider_url, req.uri().path()); - chat(req, router_service, fully_qualified_url, arch_config) + chat(req, router_service, fully_qualified_url, model_aliases) .with_context(parent_cx) .await } diff --git a/demos/samples_java/weather_forcecast_service/README.md b/demos/samples_java/weather_forcecast_service/README.md new file mode 100644 index 00000000..dd574a24 --- /dev/null +++ b/demos/samples_java/weather_forcecast_service/README.md @@ -0,0 +1,36 @@ +# Weather Forecast Service Demo (Java) + +This demo shows how to run the Weather Forecast Service using Arch Gateway and Docker Compose. + +## Prerequisites +- Docker & Docker Compose +- `archgw` CLI installed and available in your PATH +- Set your OpenAI API key in your environment: `export OPENAI_API_KEY=your-key-here` + +## Usage + +### Start the Demo + +```bash +./run_demo.sh +``` + +This will: +1. Check for a `.env` file. If not present, it will create one with your `OPENAI_API_KEY`. +2. Start Arch Gateway using `arch_config.yaml`. +3. Start the Network Agent and related services using Docker Compose. + +### Stop the Demo + +```bash +./run_demo.sh down +``` + +This will: +1. Stop Docker Compose services. +2. Stop Arch Gateway. + +## Notes +- Make sure your `OPENAI_API_KEY` is set in your environment before running the demo. +- The script will create a `.env` file if it does not exist. +- All services are started/stopped using the provided shell script for convenience. diff --git a/demos/use_cases/model_alias_routing/README.md b/demos/use_cases/model_alias_routing/README.md index 6699f1ac..347a7e2b 100644 --- a/demos/use_cases/model_alias_routing/README.md +++ b/demos/use_cases/model_alias_routing/README.md @@ -1,6 +1,6 @@ -# Model Alias Testing Suite +# Model Alias Demo Suite -This directory contains comprehensive tests for the model alias feature in archgw. +This directory contains demos for the model alias feature in archgw. ## Overview @@ -9,168 +9,140 @@ Model aliases allow clients to use friendly, semantic names instead of provider- - `arch.reasoning.v1` → `gpt-4o` (capable model for complex reasoning) - `creative-model` → `claude-3-5-sonnet` (creative tasks) -## Files - -- `model_alias.py` - Main test suite with comprehensive alias tests -- `arch_config_with_aliases.yaml` - Configuration file with model aliases defined -- `pyproject.toml` - Python dependencies -- `README.md` - This file - -## Test Categories - -### 1. Model Alias Tests -Tests that verify alias resolution works correctly: -- OpenAI client with various aliases -- Anthropic client with various aliases -- Streaming and non-streaming requests -- Error handling for non-existent aliases - -### 2. Direct Model Tests -Tests using direct model names (for comparison): -- Direct provider model names -- Verification that direct models still work - -### 3. Legacy Tests -Existing tests to ensure backwards compatibility - ## Configuration The `arch_config_with_aliases.yaml` file defines several aliases: ```yaml +# Model aliases - friendly names that map to actual provider names model_aliases: - # Task-specific aliases + # Alias for summarization tasks -> fast/cheap model arch.summarize.v1: - target: 4o-mini + target: gpt-4o-mini + + # Alias for general purpose tasks -> latest model + arch.v1: + target: o3 + + # Alias for reasoning tasks -> capable model arch.reasoning.v1: target: gpt-4o + + # Alias for creative tasks -> Claude model arch.creative.v1: - target: claude-3-5-sonnet + target: claude-3-5-sonnet-20241022 + + # Alias for quick responses -> fast model + arch.fast.v1: + target: claude-3-haiku-20240307 # Semantic aliases summary-model: - target: 4o-mini + target: gpt-4o-mini + chat-model: target: gpt-4o + + creative-model: + target: claude-3-5-sonnet-20241022 ``` -## Running Tests +## Prerequisites +- Install all dependencies as described in the main Arch README ([link](https://github.com/katanemo/arch/?tab=readme-ov-file#prerequisites)) +- Set your API keys in your environment: + - `export OPENAI_API_KEY=your-openai-key` + - `export ANTHROPIC_API_KEY=your-anthropic-key` (optional, but recommended for Anthropic tests) -### Prerequisites +## How to Run -1. **Start archgw services** with the alias configuration: - ```bash - # From arch root directory - export ARCH_CONFIG_PATH_RENDERED=/path/to/arch_config_with_aliases.yaml - # Start your archgw services (brightstaff, llm_gateway, etc.) +1. Start the demo: + ```sh + sh run_demo.sh ``` + - This will create a `.env` file with your API keys (if not present). + - Starts Arch Gateway with model alias config (`arch_config_with_aliases.yaml`). -2. **Set environment variables**: - ```bash - export OPENAI_API_KEY=your_openai_key - export ANTHROPIC_API_KEY=your_anthropic_key - export LLM_GATEWAY_ENDPOINT=http://localhost:12000/v1/chat/completions +2. To stop the demo: + ```sh + sh run_demo.sh down ``` + - This will stop Arch Gateway and any related services. -3. **Install dependencies**: - ```bash - poetry install - ``` +## Example Requests -### Run Tests - -#### Run specific test categories: -```bash -# Run only model alias tests (default) -python model_alias.py alias - -# Run only direct model tests -python model_alias.py direct - -# Run only legacy tests -python model_alias.py legacy - -# Run all tests -python model_alias.py all +### OpenAI client with alias `arch.summarize.v1` +```sh +curl -sS -X POST "http://localhost:12000/v1/chat/completions" \ + -H "Authorization: Bearer test-key" \ + -H "Content-Type: application/json" \ + -d '{ + "model": "arch.summarize.v1", + "max_tokens": 50, + "messages": [ + { "role": "user", + "content": "Hello, please respond with exactly: Hello from alias arch.summarize.v1!" + } + ] + }' | jq . ``` -#### Run individual tests with pytest: -```bash -# Run specific test function -poetry run pytest -v -s model_alias.py::test_openai_client_with_alias_arch_summarize_v1 - -# Run all alias tests -poetry run pytest -v -s -k "alias" - -# Run with detailed logging -poetry run pytest -v -s --log-cli-level=INFO model_alias.py +### OpenAI client with alias `arch.v1` +```sh +curl -sS -X POST "http://localhost:12000/v1/chat/completions" \ + -H "Authorization: Bearer test-key" \ + -H "Content-Type: application/json" \ + -d '{ + "model": "arch.v1", + "max_tokens": 50, + "messages": [ + { "role": "user", + "content": "Hello, please respond with exactly: Hello from alias arch.v1!" + } + ] + }' | jq . ``` -## Expected Behavior +### Anthropic client with alias `arch.summarize.v1` +```sh +curl -sS -X POST "http://localhost:12000/v1/messages" \ + -H "x-api-key: test-key" \ + -H "anthropic-version: 2023-06-01" \ + -H "Content-Type: application/json" \ + -d '{ + "model": "arch.summarize.v1", + "max_tokens": 50, + "messages": [ + { "role": "user", + "content": "Hello, please respond with exactly: Hello from alias arch.summarize.v1 via Anthropic!" + } + ] + }' | jq . +``` -### When Alias Exists -1. Client sends request with alias (e.g., `"model": "arch.summarize.v1"`) -2. Brightstaff resolves alias to actual model (`arch.summarize.v1` → `4o-mini`) -3. Request is forwarded to LLM Gateway with resolved model name -4. Response is returned to client +### Anthropic client with alias `arch.v1` +```sh +curl -sS -X POST "http://localhost:12000/v1/messages" \ + -H "x-api-key: test-key" \ + -H "anthropic-version: 2023-06-01" \ + -H "Content-Type: application/json" \ + -d '{ + "model": "arch.summarize.v1", + "max_tokens": 50, + "messages": [ + { "role": "user", + "content": "Hello, please respond with exactly: Hello from alias arch.summarize.v1 via Anthropic!" + } + ] + }' | jq . +``` -### When Alias Doesn't Exist -1. Client sends request with unknown alias (e.g., `"model": "unknown.alias"`) -2. Brightstaff treats it as a direct model name -3. Request may succeed (if model exists) or fail (if model doesn't exist) +## Notes +- The `.env` file will be created automatically if missing, with your API keys. +- If `ANTHROPIC_API_KEY` is not set, Anthropic requests will not work. +- You can add more aliases in `arch_config_with_aliases.yaml`. +- All curl examples use `jq .` for pretty-printing JSON responses. ## Troubleshooting - -### Test Failures - -1. **Connection errors**: Ensure archgw services are running on expected ports -2. **Authentication errors**: Check API keys are set correctly -3. **Model not found**: Verify the target models in aliases exist in your config -4. **Alias not resolved**: Check alias is defined correctly in arch_config.yaml - -### Debugging - -1. **Check brightstaff logs** for alias resolution messages: - ``` - Model alias resolved: 'arch.summarize.v1' -> '4o-mini' - ``` - -2. **Verify configuration** is loaded: - ```bash - # Check if config file is being read - grep -i "model_aliases" /path/to/arch_config_with_aliases.yaml - ``` - -3. **Test with direct model names** first to ensure basic functionality works - -## Adding New Tests - -To add a new alias test: - -1. Define the alias in `arch_config_with_aliases.yaml` -2. Add a test function in `model_alias.py`: - ```python - def test_my_new_alias(): - logger.info("Testing my new alias") - # ... test implementation - ``` -3. Add the test to the appropriate test runner function - -## Log Output - -The test suite provides detailed logging: -- Test start/completion status -- API request/response details -- Alias resolution confirmations -- Error details for failed tests -- Summary statistics - -Example output: -``` -============================================================ -RUNNING: OpenAI client with arch.summarize.v1 alias -============================================================ -2024-09-14 10:30:15 - Testing OpenAI client with alias 'arch.summarize.v1' -> '4o-mini' -2024-09-14 10:30:16 - Response from arch.summarize.v1 alias: Hello from alias arch.summarize.v1! -✅ PASSED: OpenAI client with arch.summarize.v1 alias -``` +- Ensure your API keys are set in your environment before running the demo. +- If you see errors about missing keys, set them and re-run the script. +- For more details, see the main Arch documentation. diff --git a/demos/use_cases/model_alias_routing/poetry.lock b/demos/use_cases/model_alias_routing/poetry.lock deleted file mode 100644 index 754ed785..00000000 --- a/demos/use_cases/model_alias_routing/poetry.lock +++ /dev/null @@ -1,628 +0,0 @@ -# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. - -[[package]] -name = "annotated-types" -version = "0.7.0" -description = "Reusable constraint types to use with typing.Annotated" -optional = false -python-versions = ">=3.8" -groups = ["main"] -files = [ - {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, - {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, -] - -[[package]] -name = "anthropic" -version = "0.66.0" -description = "The official Python library for the anthropic API" -optional = false -python-versions = ">=3.8" -groups = ["main"] -files = [ - {file = "anthropic-0.66.0-py3-none-any.whl", hash = "sha256:67b8cd4486f3cdd09211598dc5325cc8e4e349c106a03041231d551603551c06"}, - {file = "anthropic-0.66.0.tar.gz", hash = "sha256:5aa8b18da57dc27d83fc1d82c9fb860977e5adfae3e0c215d7ab2ebd70afb9cb"}, -] - -[package.dependencies] -anyio = ">=3.5.0,<5" -distro = ">=1.7.0,<2" -httpx = ">=0.25.0,<1" -jiter = ">=0.4.0,<1" -pydantic = ">=1.9.0,<3" -sniffio = "*" -typing-extensions = ">=4.10,<5" - -[package.extras] -aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.8)"] -bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"] -vertex = ["google-auth[requests] (>=2,<3)"] - -[[package]] -name = "anyio" -version = "4.10.0" -description = "High-level concurrency and networking framework on top of asyncio or Trio" -optional = false -python-versions = ">=3.9" -groups = ["main"] -files = [ - {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"}, - {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"}, -] - -[package.dependencies] -exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} -idna = ">=2.8" -sniffio = ">=1.1" -typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} - -[package.extras] -trio = ["trio (>=0.26.1)"] - -[[package]] -name = "certifi" -version = "2025.8.3" -description = "Python package for providing Mozilla's CA Bundle." -optional = false -python-versions = ">=3.7" -groups = ["main"] -files = [ - {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"}, - {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"}, -] - -[[package]] -name = "colorama" -version = "0.4.6" -description = "Cross-platform colored terminal text." -optional = false -python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" -groups = ["main", "dev"] -files = [ - {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, - {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, -] -markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""} - -[[package]] -name = "distro" -version = "1.9.0" -description = "Distro - an OS platform information API" -optional = false -python-versions = ">=3.6" -groups = ["main"] -files = [ - {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, - {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, -] - -[[package]] -name = "exceptiongroup" -version = "1.3.0" -description = "Backport of PEP 654 (exception groups)" -optional = false -python-versions = ">=3.7" -groups = ["main", "dev"] -markers = "python_version == \"3.10\"" -files = [ - {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"}, - {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"}, -] - -[package.dependencies] -typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""} - -[package.extras] -test = ["pytest (>=6)"] - -[[package]] -name = "h11" -version = "0.16.0" -description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" -optional = false -python-versions = ">=3.8" -groups = ["main"] -files = [ - {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"}, - {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"}, -] - -[[package]] -name = "httpcore" -version = "1.0.9" -description = "A minimal low-level HTTP client." -optional = false -python-versions = ">=3.8" -groups = ["main"] -files = [ - {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"}, - {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"}, -] - -[package.dependencies] -certifi = "*" -h11 = ">=0.16" - -[package.extras] -asyncio = ["anyio (>=4.0,<5.0)"] -http2 = ["h2 (>=3,<5)"] -socks = ["socksio (==1.*)"] -trio = ["trio (>=0.22.0,<1.0)"] - -[[package]] -name = "httpx" -version = "0.28.1" -description = "The next generation HTTP client." -optional = false -python-versions = ">=3.8" -groups = ["main"] -files = [ - {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, - {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, -] - -[package.dependencies] -anyio = "*" -certifi = "*" -httpcore = "==1.*" -idna = "*" - -[package.extras] -brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] -cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] -http2 = ["h2 (>=3,<5)"] -socks = ["socksio (==1.*)"] -zstd = ["zstandard (>=0.18.0)"] - -[[package]] -name = "idna" -version = "3.10" -description = "Internationalized Domain Names in Applications (IDNA)" -optional = false -python-versions = ">=3.6" -groups = ["main"] -files = [ - {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, - {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, -] - -[package.extras] -all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"] - -[[package]] -name = "iniconfig" -version = "2.1.0" -description = "brain-dead simple config-ini parsing" -optional = false -python-versions = ">=3.8" -groups = ["dev"] -files = [ - {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"}, - {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"}, -] - -[[package]] -name = "jiter" -version = "0.10.0" -description = "Fast iterable JSON parser." -optional = false -python-versions = ">=3.9" -groups = ["main"] -files = [ - {file = "jiter-0.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:cd2fb72b02478f06a900a5782de2ef47e0396b3e1f7d5aba30daeb1fce66f303"}, - {file = "jiter-0.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:32bb468e3af278f095d3fa5b90314728a6916d89ba3d0ffb726dd9bf7367285e"}, - {file = "jiter-0.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa8b3e0068c26ddedc7abc6fac37da2d0af16b921e288a5a613f4b86f050354f"}, - {file = "jiter-0.10.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:286299b74cc49e25cd42eea19b72aa82c515d2f2ee12d11392c56d8701f52224"}, - {file = "jiter-0.10.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6ed5649ceeaeffc28d87fb012d25a4cd356dcd53eff5acff1f0466b831dda2a7"}, - {file = "jiter-0.10.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b2ab0051160cb758a70716448908ef14ad476c3774bd03ddce075f3c1f90a3d6"}, - {file = "jiter-0.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:03997d2f37f6b67d2f5c475da4412be584e1cec273c1cfc03d642c46db43f8cf"}, - {file = "jiter-0.10.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c404a99352d839fed80d6afd6c1d66071f3bacaaa5c4268983fc10f769112e90"}, - {file = "jiter-0.10.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:66e989410b6666d3ddb27a74c7e50d0829704ede652fd4c858e91f8d64b403d0"}, - {file = "jiter-0.10.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:b532d3af9ef4f6374609a3bcb5e05a1951d3bf6190dc6b176fdb277c9bbf15ee"}, - {file = "jiter-0.10.0-cp310-cp310-win32.whl", hash = "sha256:da9be20b333970e28b72edc4dff63d4fec3398e05770fb3205f7fb460eb48dd4"}, - {file = "jiter-0.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:f59e533afed0c5b0ac3eba20d2548c4a550336d8282ee69eb07b37ea526ee4e5"}, - {file = "jiter-0.10.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:3bebe0c558e19902c96e99217e0b8e8b17d570906e72ed8a87170bc290b1e978"}, - {file = "jiter-0.10.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:558cc7e44fd8e507a236bee6a02fa17199ba752874400a0ca6cd6e2196cdb7dc"}, - {file = "jiter-0.10.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4d613e4b379a07d7c8453c5712ce7014e86c6ac93d990a0b8e7377e18505e98d"}, - {file = "jiter-0.10.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f62cf8ba0618eda841b9bf61797f21c5ebd15a7a1e19daab76e4e4b498d515b2"}, - {file = "jiter-0.10.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:919d139cdfa8ae8945112398511cb7fca58a77382617d279556b344867a37e61"}, - {file = "jiter-0.10.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:13ddbc6ae311175a3b03bd8994881bc4635c923754932918e18da841632349db"}, - {file = "jiter-0.10.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c440ea003ad10927a30521a9062ce10b5479592e8a70da27f21eeb457b4a9c5"}, - {file = "jiter-0.10.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:dc347c87944983481e138dea467c0551080c86b9d21de6ea9306efb12ca8f606"}, - {file = "jiter-0.10.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:13252b58c1f4d8c5b63ab103c03d909e8e1e7842d302473f482915d95fefd605"}, - {file = "jiter-0.10.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:7d1bbf3c465de4a24ab12fb7766a0003f6f9bce48b8b6a886158c4d569452dc5"}, - {file = "jiter-0.10.0-cp311-cp311-win32.whl", hash = "sha256:db16e4848b7e826edca4ccdd5b145939758dadf0dc06e7007ad0e9cfb5928ae7"}, - {file = "jiter-0.10.0-cp311-cp311-win_amd64.whl", hash = "sha256:9c9c1d5f10e18909e993f9641f12fe1c77b3e9b533ee94ffa970acc14ded3812"}, - {file = "jiter-0.10.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:1e274728e4a5345a6dde2d343c8da018b9d4bd4350f5a472fa91f66fda44911b"}, - {file = "jiter-0.10.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7202ae396446c988cb2a5feb33a543ab2165b786ac97f53b59aafb803fef0744"}, - {file = "jiter-0.10.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:23ba7722d6748b6920ed02a8f1726fb4b33e0fd2f3f621816a8b486c66410ab2"}, - {file = "jiter-0.10.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:371eab43c0a288537d30e1f0b193bc4eca90439fc08a022dd83e5e07500ed026"}, - {file = "jiter-0.10.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6c675736059020365cebc845a820214765162728b51ab1e03a1b7b3abb70f74c"}, - {file = "jiter-0.10.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0c5867d40ab716e4684858e4887489685968a47e3ba222e44cde6e4a2154f959"}, - {file = "jiter-0.10.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:395bb9a26111b60141757d874d27fdea01b17e8fac958b91c20128ba8f4acc8a"}, - {file = "jiter-0.10.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6842184aed5cdb07e0c7e20e5bdcfafe33515ee1741a6835353bb45fe5d1bd95"}, - {file = "jiter-0.10.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:62755d1bcea9876770d4df713d82606c8c1a3dca88ff39046b85a048566d56ea"}, - {file = "jiter-0.10.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:533efbce2cacec78d5ba73a41756beff8431dfa1694b6346ce7af3a12c42202b"}, - {file = "jiter-0.10.0-cp312-cp312-win32.whl", hash = "sha256:8be921f0cadd245e981b964dfbcd6fd4bc4e254cdc069490416dd7a2632ecc01"}, - {file = "jiter-0.10.0-cp312-cp312-win_amd64.whl", hash = "sha256:a7c7d785ae9dda68c2678532a5a1581347e9c15362ae9f6e68f3fdbfb64f2e49"}, - {file = "jiter-0.10.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e0588107ec8e11b6f5ef0e0d656fb2803ac6cf94a96b2b9fc675c0e3ab5e8644"}, - {file = "jiter-0.10.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cafc4628b616dc32530c20ee53d71589816cf385dd9449633e910d596b1f5c8a"}, - {file = "jiter-0.10.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:520ef6d981172693786a49ff5b09eda72a42e539f14788124a07530f785c3ad6"}, - {file = "jiter-0.10.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:554dedfd05937f8fc45d17ebdf298fe7e0c77458232bcb73d9fbbf4c6455f5b3"}, - {file = "jiter-0.10.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5bc299da7789deacf95f64052d97f75c16d4fc8c4c214a22bf8d859a4288a1c2"}, - {file = "jiter-0.10.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5161e201172de298a8a1baad95eb85db4fb90e902353b1f6a41d64ea64644e25"}, - {file = "jiter-0.10.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e2227db6ba93cb3e2bf67c87e594adde0609f146344e8207e8730364db27041"}, - {file = "jiter-0.10.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:15acb267ea5e2c64515574b06a8bf393fbfee6a50eb1673614aa45f4613c0cca"}, - {file = "jiter-0.10.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:901b92f2e2947dc6dfcb52fd624453862e16665ea909a08398dde19c0731b7f4"}, - {file = "jiter-0.10.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:d0cb9a125d5a3ec971a094a845eadde2db0de85b33c9f13eb94a0c63d463879e"}, - {file = "jiter-0.10.0-cp313-cp313-win32.whl", hash = "sha256:48a403277ad1ee208fb930bdf91745e4d2d6e47253eedc96e2559d1e6527006d"}, - {file = "jiter-0.10.0-cp313-cp313-win_amd64.whl", hash = "sha256:75f9eb72ecb640619c29bf714e78c9c46c9c4eaafd644bf78577ede459f330d4"}, - {file = "jiter-0.10.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:28ed2a4c05a1f32ef0e1d24c2611330219fed727dae01789f4a335617634b1ca"}, - {file = "jiter-0.10.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:14a4c418b1ec86a195f1ca69da8b23e8926c752b685af665ce30777233dfe070"}, - {file = "jiter-0.10.0-cp313-cp313t-win_amd64.whl", hash = "sha256:d7bfed2fe1fe0e4dda6ef682cee888ba444b21e7a6553e03252e4feb6cf0adca"}, - {file = "jiter-0.10.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:5e9251a5e83fab8d87799d3e1a46cb4b7f2919b895c6f4483629ed2446f66522"}, - {file = "jiter-0.10.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:023aa0204126fe5b87ccbcd75c8a0d0261b9abdbbf46d55e7ae9f8e22424eeb8"}, - {file = "jiter-0.10.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3c189c4f1779c05f75fc17c0c1267594ed918996a231593a21a5ca5438445216"}, - {file = "jiter-0.10.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:15720084d90d1098ca0229352607cd68256c76991f6b374af96f36920eae13c4"}, - {file = "jiter-0.10.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e4f2fb68e5f1cfee30e2b2a09549a00683e0fde4c6a2ab88c94072fc33cb7426"}, - {file = "jiter-0.10.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ce541693355fc6da424c08b7edf39a2895f58d6ea17d92cc2b168d20907dee12"}, - {file = "jiter-0.10.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31c50c40272e189d50006ad5c73883caabb73d4e9748a688b216e85a9a9ca3b9"}, - {file = "jiter-0.10.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fa3402a2ff9815960e0372a47b75c76979d74402448509ccd49a275fa983ef8a"}, - {file = "jiter-0.10.0-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:1956f934dca32d7bb647ea21d06d93ca40868b505c228556d3373cbd255ce853"}, - {file = "jiter-0.10.0-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:fcedb049bdfc555e261d6f65a6abe1d5ad68825b7202ccb9692636c70fcced86"}, - {file = "jiter-0.10.0-cp314-cp314-win32.whl", hash = "sha256:ac509f7eccca54b2a29daeb516fb95b6f0bd0d0d8084efaf8ed5dfc7b9f0b357"}, - {file = "jiter-0.10.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:5ed975b83a2b8639356151cef5c0d597c68376fc4922b45d0eb384ac058cfa00"}, - {file = "jiter-0.10.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3aa96f2abba33dc77f79b4cf791840230375f9534e5fac927ccceb58c5e604a5"}, - {file = "jiter-0.10.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:bd6292a43c0fc09ce7c154ec0fa646a536b877d1e8f2f96c19707f65355b5a4d"}, - {file = "jiter-0.10.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:39de429dcaeb6808d75ffe9effefe96a4903c6a4b376b2f6d08d77c1aaee2f18"}, - {file = "jiter-0.10.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:52ce124f13a7a616fad3bb723f2bfb537d78239d1f7f219566dc52b6f2a9e48d"}, - {file = "jiter-0.10.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:166f3606f11920f9a1746b2eea84fa2c0a5d50fd313c38bdea4edc072000b0af"}, - {file = "jiter-0.10.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:28dcecbb4ba402916034fc14eba7709f250c4d24b0c43fc94d187ee0580af181"}, - {file = "jiter-0.10.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:86c5aa6910f9bebcc7bc4f8bc461aff68504388b43bfe5e5c0bd21efa33b52f4"}, - {file = "jiter-0.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ceeb52d242b315d7f1f74b441b6a167f78cea801ad7c11c36da77ff2d42e8a28"}, - {file = "jiter-0.10.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ff76d8887c8c8ee1e772274fcf8cc1071c2c58590d13e33bd12d02dc9a560397"}, - {file = "jiter-0.10.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:a9be4d0fa2b79f7222a88aa488bd89e2ae0a0a5b189462a12def6ece2faa45f1"}, - {file = "jiter-0.10.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:9ab7fd8738094139b6c1ab1822d6f2000ebe41515c537235fd45dabe13ec9324"}, - {file = "jiter-0.10.0-cp39-cp39-win32.whl", hash = "sha256:5f51e048540dd27f204ff4a87f5d79294ea0aa3aa552aca34934588cf27023cf"}, - {file = "jiter-0.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:1b28302349dc65703a9e4ead16f163b1c339efffbe1049c30a44b001a2a4fff9"}, - {file = "jiter-0.10.0.tar.gz", hash = "sha256:07a7142c38aacc85194391108dc91b5b57093c978a9932bd86a36862759d9500"}, -] - -[[package]] -name = "openai" -version = "1.107.2" -description = "The official Python library for the openai API" -optional = false -python-versions = ">=3.8" -groups = ["main"] -files = [ - {file = "openai-1.107.2-py3-none-any.whl", hash = "sha256:d159d4f3ee3d9c717b248c5d69fe93d7773a80563c8b1ca8e9cad789d3cf0260"}, - {file = "openai-1.107.2.tar.gz", hash = "sha256:a11fe8d4318e98e94309308dd3a25108dec4dfc1b606f9b1c5706e8d88bdd3cb"}, -] - -[package.dependencies] -anyio = ">=3.5.0,<5" -distro = ">=1.7.0,<2" -httpx = ">=0.23.0,<1" -jiter = ">=0.4.0,<1" -pydantic = ">=1.9.0,<3" -sniffio = "*" -tqdm = ">4" -typing-extensions = ">=4.11,<5" - -[package.extras] -aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.8)"] -datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"] -realtime = ["websockets (>=13,<16)"] -voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"] - -[[package]] -name = "packaging" -version = "25.0" -description = "Core utilities for Python packages" -optional = false -python-versions = ">=3.8" -groups = ["dev"] -files = [ - {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"}, - {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"}, -] - -[[package]] -name = "pluggy" -version = "1.6.0" -description = "plugin and hook calling mechanisms for python" -optional = false -python-versions = ">=3.9" -groups = ["dev"] -files = [ - {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"}, - {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"}, -] - -[package.extras] -dev = ["pre-commit", "tox"] -testing = ["coverage", "pytest", "pytest-benchmark"] - -[[package]] -name = "pydantic" -version = "2.11.9" -description = "Data validation using Python type hints" -optional = false -python-versions = ">=3.9" -groups = ["main"] -files = [ - {file = "pydantic-2.11.9-py3-none-any.whl", hash = "sha256:c42dd626f5cfc1c6950ce6205ea58c93efa406da65f479dcb4029d5934857da2"}, - {file = "pydantic-2.11.9.tar.gz", hash = "sha256:6b8ffda597a14812a7975c90b82a8a2e777d9257aba3453f973acd3c032a18e2"}, -] - -[package.dependencies] -annotated-types = ">=0.6.0" -pydantic-core = "2.33.2" -typing-extensions = ">=4.12.2" -typing-inspection = ">=0.4.0" - -[package.extras] -email = ["email-validator (>=2.0.0)"] -timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""] - -[[package]] -name = "pydantic-core" -version = "2.33.2" -description = "Core functionality for Pydantic validation and serialization" -optional = false -python-versions = ">=3.9" -groups = ["main"] -files = [ - {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"}, - {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"}, - {file = "pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0069c9acc3f3981b9ff4cdfaf088e98d83440a4c7ea1bc07460af3d4dc22e72d"}, - {file = "pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d53b22f2032c42eaaf025f7c40c2e3b94568ae077a606f006d206a463bc69572"}, - {file = "pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0405262705a123b7ce9f0b92f123334d67b70fd1f20a9372b907ce1080c7ba02"}, - {file = "pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4b25d91e288e2c4e0662b8038a28c6a07eaac3e196cfc4ff69de4ea3db992a1b"}, - {file = "pydantic_core-2.33.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6bdfe4b3789761f3bcb4b1ddf33355a71079858958e3a552f16d5af19768fef2"}, - {file = "pydantic_core-2.33.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:efec8db3266b76ef9607c2c4c419bdb06bf335ae433b80816089ea7585816f6a"}, - {file = "pydantic_core-2.33.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:031c57d67ca86902726e0fae2214ce6770bbe2f710dc33063187a68744a5ecac"}, - {file = "pydantic_core-2.33.2-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:f8de619080e944347f5f20de29a975c2d815d9ddd8be9b9b7268e2e3ef68605a"}, - {file = "pydantic_core-2.33.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:73662edf539e72a9440129f231ed3757faab89630d291b784ca99237fb94db2b"}, - {file = "pydantic_core-2.33.2-cp310-cp310-win32.whl", hash = "sha256:0a39979dcbb70998b0e505fb1556a1d550a0781463ce84ebf915ba293ccb7e22"}, - {file = "pydantic_core-2.33.2-cp310-cp310-win_amd64.whl", hash = "sha256:b0379a2b24882fef529ec3b4987cb5d003b9cda32256024e6fe1586ac45fc640"}, - {file = "pydantic_core-2.33.2-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:4c5b0a576fb381edd6d27f0a85915c6daf2f8138dc5c267a57c08a62900758c7"}, - {file = "pydantic_core-2.33.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e799c050df38a639db758c617ec771fd8fb7a5f8eaaa4b27b101f266b216a246"}, - {file = "pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dc46a01bf8d62f227d5ecee74178ffc448ff4e5197c756331f71efcc66dc980f"}, - {file = "pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a144d4f717285c6d9234a66778059f33a89096dfb9b39117663fd8413d582dcc"}, - {file = "pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:73cf6373c21bc80b2e0dc88444f41ae60b2f070ed02095754eb5a01df12256de"}, - {file = "pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3dc625f4aa79713512d1976fe9f0bc99f706a9dee21dfd1810b4bbbf228d0e8a"}, - {file = "pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:881b21b5549499972441da4758d662aeea93f1923f953e9cbaff14b8b9565aef"}, - {file = "pydantic_core-2.33.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:bdc25f3681f7b78572699569514036afe3c243bc3059d3942624e936ec93450e"}, - {file = "pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:fe5b32187cbc0c862ee201ad66c30cf218e5ed468ec8dc1cf49dec66e160cc4d"}, - {file = "pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:bc7aee6f634a6f4a95676fcb5d6559a2c2a390330098dba5e5a5f28a2e4ada30"}, - {file = "pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:235f45e5dbcccf6bd99f9f472858849f73d11120d76ea8707115415f8e5ebebf"}, - {file = "pydantic_core-2.33.2-cp311-cp311-win32.whl", hash = "sha256:6368900c2d3ef09b69cb0b913f9f8263b03786e5b2a387706c5afb66800efd51"}, - {file = "pydantic_core-2.33.2-cp311-cp311-win_amd64.whl", hash = "sha256:1e063337ef9e9820c77acc768546325ebe04ee38b08703244c1309cccc4f1bab"}, - {file = "pydantic_core-2.33.2-cp311-cp311-win_arm64.whl", hash = "sha256:6b99022f1d19bc32a4c2a0d544fc9a76e3be90f0b3f4af413f87d38749300e65"}, - {file = "pydantic_core-2.33.2-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:a7ec89dc587667f22b6a0b6579c249fca9026ce7c333fc142ba42411fa243cdc"}, - {file = "pydantic_core-2.33.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3c6db6e52c6d70aa0d00d45cdb9b40f0433b96380071ea80b09277dba021ddf7"}, - {file = "pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e61206137cbc65e6d5256e1166f88331d3b6238e082d9f74613b9b765fb9025"}, - {file = "pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:eb8c529b2819c37140eb51b914153063d27ed88e3bdc31b71198a198e921e011"}, - {file = "pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c52b02ad8b4e2cf14ca7b3d918f3eb0ee91e63b3167c32591e57c4317e134f8f"}, - {file = "pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:96081f1605125ba0855dfda83f6f3df5ec90c61195421ba72223de35ccfb2f88"}, - {file = "pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f57a69461af2a5fa6e6bbd7a5f60d3b7e6cebb687f55106933188e79ad155c1"}, - {file = "pydantic_core-2.33.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:572c7e6c8bb4774d2ac88929e3d1f12bc45714ae5ee6d9a788a9fb35e60bb04b"}, - {file = "pydantic_core-2.33.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:db4b41f9bd95fbe5acd76d89920336ba96f03e149097365afe1cb092fceb89a1"}, - {file = "pydantic_core-2.33.2-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:fa854f5cf7e33842a892e5c73f45327760bc7bc516339fda888c75ae60edaeb6"}, - {file = "pydantic_core-2.33.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:5f483cfb75ff703095c59e365360cb73e00185e01aaea067cd19acffd2ab20ea"}, - {file = "pydantic_core-2.33.2-cp312-cp312-win32.whl", hash = "sha256:9cb1da0f5a471435a7bc7e439b8a728e8b61e59784b2af70d7c169f8dd8ae290"}, - {file = "pydantic_core-2.33.2-cp312-cp312-win_amd64.whl", hash = "sha256:f941635f2a3d96b2973e867144fde513665c87f13fe0e193c158ac51bfaaa7b2"}, - {file = "pydantic_core-2.33.2-cp312-cp312-win_arm64.whl", hash = "sha256:cca3868ddfaccfbc4bfb1d608e2ccaaebe0ae628e1416aeb9c4d88c001bb45ab"}, - {file = "pydantic_core-2.33.2-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:1082dd3e2d7109ad8b7da48e1d4710c8d06c253cbc4a27c1cff4fbcaa97a9e3f"}, - {file = "pydantic_core-2.33.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f517ca031dfc037a9c07e748cefd8d96235088b83b4f4ba8939105d20fa1dcd6"}, - {file = "pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a9f2c9dd19656823cb8250b0724ee9c60a82f3cdf68a080979d13092a3b0fef"}, - {file = "pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2b0a451c263b01acebe51895bfb0e1cc842a5c666efe06cdf13846c7418caa9a"}, - {file = "pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ea40a64d23faa25e62a70ad163571c0b342b8bf66d5fa612ac0dec4f069d916"}, - {file = "pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0fb2d542b4d66f9470e8065c5469ec676978d625a8b7a363f07d9a501a9cb36a"}, - {file = "pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9fdac5d6ffa1b5a83bca06ffe7583f5576555e6c8b3a91fbd25ea7780f825f7d"}, - {file = "pydantic_core-2.33.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:04a1a413977ab517154eebb2d326da71638271477d6ad87a769102f7c2488c56"}, - {file = "pydantic_core-2.33.2-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:c8e7af2f4e0194c22b5b37205bfb293d166a7344a5b0d0eaccebc376546d77d5"}, - {file = "pydantic_core-2.33.2-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:5c92edd15cd58b3c2d34873597a1e20f13094f59cf88068adb18947df5455b4e"}, - {file = "pydantic_core-2.33.2-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:65132b7b4a1c0beded5e057324b7e16e10910c106d43675d9bd87d4f38dde162"}, - {file = "pydantic_core-2.33.2-cp313-cp313-win32.whl", hash = "sha256:52fb90784e0a242bb96ec53f42196a17278855b0f31ac7c3cc6f5c1ec4811849"}, - {file = "pydantic_core-2.33.2-cp313-cp313-win_amd64.whl", hash = "sha256:c083a3bdd5a93dfe480f1125926afcdbf2917ae714bdb80b36d34318b2bec5d9"}, - {file = "pydantic_core-2.33.2-cp313-cp313-win_arm64.whl", hash = "sha256:e80b087132752f6b3d714f041ccf74403799d3b23a72722ea2e6ba2e892555b9"}, - {file = "pydantic_core-2.33.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:61c18fba8e5e9db3ab908620af374db0ac1baa69f0f32df4f61ae23f15e586ac"}, - {file = "pydantic_core-2.33.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95237e53bb015f67b63c91af7518a62a8660376a6a0db19b89acc77a4d6199f5"}, - {file = "pydantic_core-2.33.2-cp313-cp313t-win_amd64.whl", hash = "sha256:c2fc0a768ef76c15ab9238afa6da7f69895bb5d1ee83aeea2e3509af4472d0b9"}, - {file = "pydantic_core-2.33.2-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:a2b911a5b90e0374d03813674bf0a5fbbb7741570dcd4b4e85a2e48d17def29d"}, - {file = "pydantic_core-2.33.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:6fa6dfc3e4d1f734a34710f391ae822e0a8eb8559a85c6979e14e65ee6ba2954"}, - {file = "pydantic_core-2.33.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c54c939ee22dc8e2d545da79fc5381f1c020d6d3141d3bd747eab59164dc89fb"}, - {file = "pydantic_core-2.33.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:53a57d2ed685940a504248187d5685e49eb5eef0f696853647bf37c418c538f7"}, - {file = "pydantic_core-2.33.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:09fb9dd6571aacd023fe6aaca316bd01cf60ab27240d7eb39ebd66a3a15293b4"}, - {file = "pydantic_core-2.33.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0e6116757f7959a712db11f3e9c0a99ade00a5bbedae83cb801985aa154f071b"}, - {file = "pydantic_core-2.33.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d55ab81c57b8ff8548c3e4947f119551253f4e3787a7bbc0b6b3ca47498a9d3"}, - {file = "pydantic_core-2.33.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c20c462aa4434b33a2661701b861604913f912254e441ab8d78d30485736115a"}, - {file = "pydantic_core-2.33.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:44857c3227d3fb5e753d5fe4a3420d6376fa594b07b621e220cd93703fe21782"}, - {file = "pydantic_core-2.33.2-cp39-cp39-musllinux_1_1_armv7l.whl", hash = "sha256:eb9b459ca4df0e5c87deb59d37377461a538852765293f9e6ee834f0435a93b9"}, - {file = "pydantic_core-2.33.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:9fcd347d2cc5c23b06de6d3b7b8275be558a0c90549495c699e379a80bf8379e"}, - {file = "pydantic_core-2.33.2-cp39-cp39-win32.whl", hash = "sha256:83aa99b1285bc8f038941ddf598501a86f1536789740991d7d8756e34f1e74d9"}, - {file = "pydantic_core-2.33.2-cp39-cp39-win_amd64.whl", hash = "sha256:f481959862f57f29601ccced557cc2e817bce7533ab8e01a797a48b49c9692b3"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:5c4aa4e82353f65e548c476b37e64189783aa5384903bfea4f41580f255fddfa"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:d946c8bf0d5c24bf4fe333af284c59a19358aa3ec18cb3dc4370080da1e8ad29"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:87b31b6846e361ef83fedb187bb5b4372d0da3f7e28d85415efa92d6125d6e6d"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa9d91b338f2df0508606f7009fde642391425189bba6d8c653afd80fd6bb64e"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2058a32994f1fde4ca0480ab9d1e75a0e8c87c22b53a3ae66554f9af78f2fe8c"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:0e03262ab796d986f978f79c943fc5f620381be7287148b8010b4097f79a39ec"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:1a8695a8d00c73e50bff9dfda4d540b7dee29ff9b8053e38380426a85ef10052"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:fa754d1850735a0b0e03bcffd9d4b4343eb417e47196e4485d9cca326073a42c"}, - {file = "pydantic_core-2.33.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:a11c8d26a50bfab49002947d3d237abe4d9e4b5bdc8846a63537b6488e197808"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:dd14041875d09cc0f9308e37a6f8b65f5585cf2598a53aa0123df8b129d481f8"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d87c561733f66531dced0da6e864f44ebf89a8fba55f31407b00c2f7f9449593"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2f82865531efd18d6e07a04a17331af02cb7a651583c418df8266f17a63c6612"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bfb5112df54209d820d7bf9317c7a6c9025ea52e49f46b6a2060104bba37de7"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:64632ff9d614e5eecfb495796ad51b0ed98c453e447a76bcbeeb69615079fc7e"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:f889f7a40498cc077332c7ab6b4608d296d852182211787d4f3ee377aaae66e8"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:de4b83bb311557e439b9e186f733f6c645b9417c84e2eb8203f3f820a4b988bf"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:82f68293f055f51b51ea42fafc74b6aad03e70e191799430b90c13d643059ebb"}, - {file = "pydantic_core-2.33.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:329467cecfb529c925cf2bbd4d60d2c509bc2fb52a20c1045bf09bb70971a9c1"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:87acbfcf8e90ca885206e98359d7dca4bcbb35abdc0ff66672a293e1d7a19101"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:7f92c15cd1e97d4b12acd1cc9004fa092578acfa57b67ad5e43a197175d01a64"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3f26877a748dc4251cfcfda9dfb5f13fcb034f5308388066bcfe9031b63ae7d"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dac89aea9af8cd672fa7b510e7b8c33b0bba9a43186680550ccf23020f32d535"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:970919794d126ba8645f3837ab6046fb4e72bbc057b3709144066204c19a455d"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:3eb3fe62804e8f859c49ed20a8451342de53ed764150cb14ca71357c765dc2a6"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:3abcd9392a36025e3bd55f9bd38d908bd17962cc49bc6da8e7e96285336e2bca"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:3a1c81334778f9e3af2f8aeb7a960736e5cab1dfebfb26aabca09afd2906c039"}, - {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2807668ba86cb38c6817ad9bc66215ab8584d1d304030ce4f0887336f28a5e27"}, - {file = "pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc"}, -] - -[package.dependencies] -typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0" - -[[package]] -name = "pygments" -version = "2.19.2" -description = "Pygments is a syntax highlighting package written in Python." -optional = false -python-versions = ">=3.8" -groups = ["dev"] -files = [ - {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"}, - {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"}, -] - -[package.extras] -windows-terminal = ["colorama (>=0.4.6)"] - -[[package]] -name = "pytest" -version = "8.4.2" -description = "pytest: simple powerful testing with Python" -optional = false -python-versions = ">=3.9" -groups = ["dev"] -files = [ - {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"}, - {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"}, -] - -[package.dependencies] -colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""} -exceptiongroup = {version = ">=1", markers = "python_version < \"3.11\""} -iniconfig = ">=1" -packaging = ">=20" -pluggy = ">=1.5,<2" -pygments = ">=2.7.2" -tomli = {version = ">=1", markers = "python_version < \"3.11\""} - -[package.extras] -dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"] - -[[package]] -name = "sniffio" -version = "1.3.1" -description = "Sniff out which async library your code is running under" -optional = false -python-versions = ">=3.7" -groups = ["main"] -files = [ - {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, - {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, -] - -[[package]] -name = "tomli" -version = "2.2.1" -description = "A lil' TOML parser" -optional = false -python-versions = ">=3.8" -groups = ["dev"] -markers = "python_version == \"3.10\"" -files = [ - {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"}, - {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"}, - {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a"}, - {file = "tomli-2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee"}, - {file = "tomli-2.2.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e"}, - {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4"}, - {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106"}, - {file = "tomli-2.2.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8"}, - {file = "tomli-2.2.1-cp311-cp311-win32.whl", hash = "sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff"}, - {file = "tomli-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b"}, - {file = "tomli-2.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea"}, - {file = "tomli-2.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8d57ca8095a641b8237d5b079147646153d22552f1c637fd3ba7f4b0b29167a8"}, - {file = "tomli-2.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192"}, - {file = "tomli-2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222"}, - {file = "tomli-2.2.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77"}, - {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6"}, - {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd"}, - {file = "tomli-2.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e"}, - {file = "tomli-2.2.1-cp312-cp312-win32.whl", hash = "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98"}, - {file = "tomli-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4"}, - {file = "tomli-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7"}, - {file = "tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c"}, - {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13"}, - {file = "tomli-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281"}, - {file = "tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272"}, - {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140"}, - {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2"}, - {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"}, - {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"}, - {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"}, - {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"}, - {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"}, -] - -[[package]] -name = "tqdm" -version = "4.67.1" -description = "Fast, Extensible Progress Meter" -optional = false -python-versions = ">=3.7" -groups = ["main"] -files = [ - {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"}, - {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"}, -] - -[package.dependencies] -colorama = {version = "*", markers = "platform_system == \"Windows\""} - -[package.extras] -dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"] -discord = ["requests"] -notebook = ["ipywidgets (>=6)"] -slack = ["slack-sdk"] -telegram = ["requests"] - -[[package]] -name = "typing-extensions" -version = "4.15.0" -description = "Backported and Experimental Type Hints for Python 3.9+" -optional = false -python-versions = ">=3.9" -groups = ["main", "dev"] -files = [ - {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"}, - {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"}, -] -markers = {dev = "python_version == \"3.10\""} - -[[package]] -name = "typing-inspection" -version = "0.4.1" -description = "Runtime typing introspection tools" -optional = false -python-versions = ">=3.9" -groups = ["main"] -files = [ - {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"}, - {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"}, -] - -[package.dependencies] -typing-extensions = ">=4.12.0" - -[metadata] -lock-version = "2.1" -python-versions = "^3.10" -content-hash = "20c40d10b7ea905e2a2747c9bfc035ef51b2a63af43bd4f9e0d5364ed8dbc794" diff --git a/demos/use_cases/model_alias_routing/pyproject.toml b/demos/use_cases/model_alias_routing/pyproject.toml deleted file mode 100644 index e0d660d8..00000000 --- a/demos/use_cases/model_alias_routing/pyproject.toml +++ /dev/null @@ -1,20 +0,0 @@ -[tool.poetry] -name = "model_alias_tests" -version = "0.0.1" -description = "Model alias tests for archgw" -authors = ["Katanemo Labs, Inc "] -license = "Apache 2.0" -readme = "README.md" -package-mode = false - -[tool.poetry.dependencies] -python = "^3.10" -anthropic = "^0.66.0" -openai = "^1.0.0" - -[tool.poetry.dev-dependencies] -pytest = "^8.3.3" - -[tool.pytest.ini_options] -python_files = ["test*.py", "model_alias.py"] -addopts = ["-v", "-s"] diff --git a/demos/use_cases/model_alias_routing/run_demo.sh b/demos/use_cases/model_alias_routing/run_demo.sh new file mode 100644 index 00000000..2774e2a4 --- /dev/null +++ b/demos/use_cases/model_alias_routing/run_demo.sh @@ -0,0 +1,60 @@ +#!/bin/bash +set -e + +# Function to start the demo +start_demo() { + # Step 1: Check if .env file exists + if [ -f ".env" ]; then + echo ".env file already exists. Skipping creation." + else + # Step 2: Create `.env` file and set API keys + if [ -z "$OPENAI_API_KEY" ]; then + echo "Error: OPENAI_API_KEY environment variable is not set for the demo." + exit 1 + fi + if [ -z "$ANTHROPIC_API_KEY" ]; then + echo "Warning: ANTHROPIC_API_KEY environment variable is not set. Anthropic features may not work." + fi + + echo "Creating .env file..." + echo "OPENAI_API_KEY=$OPENAI_API_KEY" > .env + if [ -n "$ANTHROPIC_API_KEY" ]; then + echo "ANTHROPIC_API_KEY=$ANTHROPIC_API_KEY" >> .env + fi + echo ".env file created with API keys." + fi + + # Step 3: Start Arch + echo "Starting Arch with arch_config_with_aliases.yaml..." + archgw up arch_config_with_aliases.yaml + + echo "\n\nArch started successfully." + echo "Please run the following CURL command to test model alias routing. Additional instructions are in the README.md file. \n" + echo "curl -sS -X POST \"http://localhost:12000/v1/chat/completions\" \ + -H \"Authorization: Bearer test-key\" \ + -H \"Content-Type: application/json\" \ + -d '{ + \"model\": \"arch.summarize.v1\", + \"max_tokens\": 50, + \"messages\": [ + { \"role\": \"user\", + \"content\": \"Hello, please respond with exactly: Hello from alias arch.summarize.v1!\" + } + ] + }' | jq ." +} + +# Function to stop the demo +stop_demo() { + # Step 2: Stop Arch + echo "Stopping Arch..." + archgw down +} + +# Main script logic +if [ "$1" == "down" ]; then + stop_demo +else + # Default action is to bring the demo up + start_demo +fi diff --git a/demos/use_cases/model_alias_routing/run_tests.sh b/demos/use_cases/model_alias_routing/run_tests.sh deleted file mode 100644 index 78b9d6b4..00000000 --- a/demos/use_cases/model_alias_routing/run_tests.sh +++ /dev/null @@ -1,78 +0,0 @@ -#!/bin/bash - -# Model Alias Test Runner -# Usage: ./run_tests.sh [alias|direct|legacy|all] - - -set -e - -# Load environment variables from .env if present -if [ -f .env ]; then - export $(grep -v '^#' .env | xargs) -fi - -# Colors for output -RED='\033[0;31m' -GREEN='\033[0;32m' -YELLOW='\033[1;33m' -BLUE='\033[0;34m' -NC='\033[0m' # No Color - -echo -e "${BLUE}Model Alias Test Runner${NC}" -echo "==================================" - -# Check if archgw services are running -echo -e "${YELLOW}Checking if archgw services are running...${NC}" - -if ! curl -s http://localhost:12000/health > /dev/null 2>&1; then - echo -e "${RED}❌ LLM Gateway not running on port 12000${NC}" - echo "Please start archgw services first:" - echo " export ARCH_CONFIG_PATH_RENDERED=$(pwd)/arch_config_with_aliases.yaml" - echo " # Start your archgw services" - exit 1 -fi - -echo -e "${GREEN}✅ Services appear to be running${NC}" - -# Check environment variables -echo -e "${YELLOW}Checking environment variables...${NC}" - -if [ -z "$OPENAI_API_KEY" ]; then - echo -e "${RED}❌ OPENAI_API_KEY not set${NC}" - exit 1 -fi - -if [ -z "$ANTHROPIC_API_KEY" ]; then - echo -e "${YELLOW}⚠️ ANTHROPIC_API_KEY not set (some tests may fail)${NC}" -fi - -echo -e "${GREEN}✅ Environment variables configured${NC}" - -# Install dependencies if needed -if [ ! -d ".venv" ] && [ ! -f "poetry.lock" ]; then - echo -e "${YELLOW}Installing dependencies...${NC}" - poetry install -fi - -# Set default test type -TEST_TYPE=${1:-alias} - -echo -e "${BLUE}Running ${TEST_TYPE} tests...${NC}" -echo "" - -# Run the tests -python model_alias.py "$TEST_TYPE" - -echo "" -echo -e "${GREEN}Test run completed!${NC}" - -# Show useful commands -echo "" -echo -e "${BLUE}Useful commands:${NC}" -echo " ./run_tests.sh alias - Run alias tests only" -echo " ./run_tests.sh direct - Run direct model tests" -echo " ./run_tests.sh legacy - Run legacy tests" -echo " ./run_tests.sh all - Run all tests" -echo "" -echo " poetry run pytest -v -s model_alias.py::test_function_name - Run specific test" -echo " poetry run pytest -v -s -k 'alias' - Run tests matching pattern" diff --git a/tests/e2e/run_e2e_tests.sh b/tests/e2e/run_e2e_tests.sh index c716a182..54a53b1f 100644 --- a/tests/e2e/run_e2e_tests.sh +++ b/tests/e2e/run_e2e_tests.sh @@ -60,14 +60,23 @@ archgw up demos/samples_python/weather_forecast/arch_config.yaml kill $model_server_tail_pid cd - -log running e2e tests -log ================= -poetry run pytest +log running e2e tests for prompt gateway +log ==================================== +poetry run pytest test_prompt_gateway.py -log shutting down the arch gateway service -log ====================================== +log shutting down the arch gateway service for prompt_gateway demo +log =============================================================== archgw down +log startup arch gateway with model alias routing demo +cd ../../ +archgw up demos/use_cases/model_alias_routing/arch_config_with_aliases.yaml +cd - + +log running e2e tests for model alias routing +log ======================================== +poetry run pytest test_model_alias_routing.py + log shutting down the weather_forecast demo log ======================================= cd ../../demos/samples_python/weather_forecast diff --git a/demos/use_cases/model_alias_routing/model_alias.py b/tests/e2e/test_model_alias_routing.py similarity index 69% rename from demos/use_cases/model_alias_routing/model_alias.py rename to tests/e2e/test_model_alias_routing.py index 297d0537..c0f6f7c5 100644 --- a/demos/use_cases/model_alias_routing/model_alias.py +++ b/tests/e2e/test_model_alias_routing.py @@ -267,127 +267,3 @@ def test_direct_model_4o_mini_anthropic(): response_content = "".join(b.text for b in message.content if b.type == "text") logger.info(f"Response from direct 4o-mini via Anthropic: {response_content}") assert response_content == "Hello from direct 4o-mini via Anthropic!" - - -# ============================================================================= -# TEST RUNNER AND CLI -# ============================================================================= - - -def run_test(test_func, test_name): - """Run a single test function with error handling and logging""" - try: - logger.info(f"=" * 60) - logger.info(f"RUNNING: {test_name}") - logger.info(f"=" * 60) - test_func() - logger.info(f"✅ PASSED: {test_name}") - return True - except Exception as e: - logger.error(f"❌ FAILED: {test_name}") - logger.error(f"Error: {e}") - return False - - -def run_all_alias_tests(): - """Run all model alias tests""" - alias_tests = [ - ( - test_openai_client_with_alias_arch_summarize_v1, - "OpenAI client with arch.summarize.v1 alias", - ), - (test_openai_client_with_alias_arch_v1, "OpenAI client with arch.v1 alias"), - ( - test_anthropic_client_with_alias_arch_summarize_v1, - "Anthropic client with arch.summarize.v1 alias", - ), - ( - test_anthropic_client_with_alias_arch_v1, - "Anthropic client with arch.v1 alias", - ), - (test_openai_client_with_alias_streaming, "OpenAI client with alias streaming"), - ( - test_anthropic_client_with_alias_streaming, - "Anthropic client with alias streaming", - ), - (test_nonexistent_alias, "Non-existent alias handling"), - ] - - results = [] - for test_func, test_name in alias_tests: - success = run_test(test_func, test_name) - results.append((test_name, success)) - - return results - - -def run_all_direct_model_tests(): - """Run all direct model tests""" - direct_tests = [ - (test_direct_model_4o_mini_openai, "OpenAI client with direct 4o-mini"), - (test_direct_model_4o_mini_anthropic, "Anthropic client with direct 4o-mini"), - ] - - results = [] - for test_func, test_name in direct_tests: - success = run_test(test_func, test_name) - results.append((test_name, success)) - - return results - - -def print_summary(results, category_name): - """Print test results summary""" - passed = sum(1 for _, success in results if success) - total = len(results) - - logger.info(f"\n{'=' * 60}") - logger.info(f"{category_name.upper()} SUMMARY: {passed}/{total} tests passed") - logger.info(f"{'=' * 60}") - - for test_name, success in results: - status = "✅ PASSED" if success else "❌ FAILED" - logger.info(f"{status}: {test_name}") - - -if __name__ == "__main__": - import sys - - if len(sys.argv) > 1: - test_type = sys.argv[1].lower() - - if test_type == "alias": - logger.info("Running MODEL ALIAS tests only...") - results = run_all_alias_tests() - print_summary(results, "Model Alias Tests") - - elif test_type == "direct": - logger.info("Running DIRECT MODEL tests only...") - results = run_all_direct_model_tests() - print_summary(results, "Direct Model Tests") - - elif test_type == "all": - logger.info("Running ALL tests...") - alias_results = run_all_alias_tests() - direct_results = run_all_direct_model_tests() - - print_summary(alias_results, "Model Alias Tests") - print_summary(direct_results, "Direct Model Tests") - - total_passed = sum(success for _, success in alias_results + direct_results) - total_tests = len(alias_results + direct_results) - logger.info( - f"\n🎯 OVERALL SUMMARY: {total_passed}/{total_tests} tests passed" - ) - - else: - print("Usage: python model_alias.py [alias|direct|legacy|all]") - print(" alias - Run model alias tests only") - print(" direct - Run direct model tests only") - print(" legacy - Run legacy tests only") - print(" all - Run all tests") - sys.exit(1) - else: - logger.info("Running MODEL ALIAS tests by default...") - results = run_all_alias_tests() - print_summary(results, "Model Alias Tests")