diff --git a/.tool-versions b/.tool-versions index bff6ea103..78f97853b 100644 --- a/.tool-versions +++ b/.tool-versions @@ -1,2 +1,2 @@ python 3.9.11 -poetry 1.5.1 +poetry 1.8.0 diff --git a/docs/chains/doc_gen/API-reference.mdx b/docs/chains/doc_gen/API-reference.mdx index d91b1a071..909b33838 100644 --- a/docs/chains/doc_gen/API-reference.mdx +++ b/docs/chains/doc_gen/API-reference.mdx @@ -42,7 +42,7 @@ chainlet instance is provided. |----------------|----------------------|--------------------------------------------------------------------------------------------------------------| | `chainlet_cls` | *Type[ChainletBase]* | The chainlet class of the dependency. | | `retries` | *int* | The number of times to retry the remote chainlet in case of failures (e.g. due to transient network issues). | - +| `timeout_sec` | *int* | Timeout for the HTTP request to this chainlet. | * **Returns:** A “symbolic marker” to be used as a default argument in a chainlet’s initializer. @@ -131,8 +131,8 @@ Options to customize RPCs to dependency chainlets. Decorator to mark a chainlet as the entrypoint of a chain. This decorator can be applied to *one* chainlet in a source file and then the -CLI deploy command simplifies because only the file, but not the chainlet class -in the file needs to be specified. +CLI push command simplifies because only the file, but not the chainlet class +in the file, needs to be specified. Example usage: @@ -305,31 +305,37 @@ for more details on caching. General framework and helper functions. -### `truss_chains.deploy_remotely` +### `truss_chains.push` Deploys a chain remotely (with all dependent chainlets). + **Parameters:** -| Name | Type | Description | -|-------------------------|--------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| `entrypoint` | *Type[ChainletBase]* | The chainlet class that serves as the entrypoint to the chain. | -| `chain_name` | *str* | The name of the chain. | -| `publish` | *bool* | Whether to publish the chain as a published deployment (it is a draft deployment otherwise) | -| `promote` | *bool* | Whether to promote the chain to be the production deployment (this implies publishing as well). | -| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the deploy command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | -| `only_generate_trusses` | *bool* | Used for debugging purposes. If set to True, only the the underlying truss models for the chainlets are generated in `/tmp/.chains_generated`. | +| Name | Type | Description | +|-------------------------|--------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| `entrypoint` | *Type[ChainletBase]* | The chainlet class that serves as the entrypoint to the chain. | +| `chain_name` | *str* | The name of the chain. | +| `publish` | *bool* | Whether to publish the chain as a published deployment (it is a draft deployment otherwise) | +| `promote` | *bool* | Whether to promote the chain to be the production deployment (this implies publishing as well). | +| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the push command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | +| `only_generate_trusses` | *bool* | Used for debugging purposes. If set to True, only the the underlying truss models for the chainlets are generated in `/tmp/.chains_generated`. | +| `remote` | *str\|None* | name of a remote config in .trussrc. If not provided, it will be inquired. | * **Returns:** A chain service handle to the deployed chain. * **Return type:** - [*ChainService*](#class-truss-chains-deploy-chainservice) + [*ChainService*](#class-truss-chains-remote-chainservice) + +### `truss_chains.deploy_remotely` + +Deprecated, use [`push`](#truss-chains-push) instead. -### *class* `truss_chains.deploy.ChainService` +### *class* `truss_chains.remote.ChainService` Handle for a deployed chain. -A `ChainService` is created and returned when using `deploy_remotely`. It +A `ChainService` is created and returned when using `push`. It bundles the individual services for each chainlet in the chain, and provides utilities to query their status, invoke the entrypoint etc. @@ -445,7 +451,7 @@ corresponding fields of | `secrets` | *Mapping[str,str]\|None* | A dict of secrets keys and values to provide to the chainlets. | | `data_dir` | *Path\|str\|None* | Path to a directory with data files. | | `chainlet_to_service` | *Mapping[str,[ServiceDescriptor](#class-truss-chains-servicedescriptor)* | A dict of chainlet names to service descriptors. | -| `user_env` | *Mapping[str,str]\|None* | see [`deploy_remotely`](#truss-chains-deploy-remotely). | +| `user_env` | *Mapping[str,str]\|None* | see [`push`](#truss-chains-push). | * **Return type:** *ContextManager*[None] diff --git a/docs/chains/doc_gen/README.md b/docs/chains/doc_gen/README.md index 6441ccc75..3c1934787 100644 --- a/docs/chains/doc_gen/README.md +++ b/docs/chains/doc_gen/README.md @@ -2,6 +2,10 @@ This generation process of the documentation is *extremely* scrappy and just an interim solution. It requires significant manual oversight and the code quality in this directory is non-existent. +Extra deps required: +`sphinx sphinx_rtd_theme sphinx_markdown_builder sphinx-pydantic` + + The general process is: 1. Document as much as possible in the code, including usage examples, links etc. diff --git a/docs/chains/doc_gen/generate_reference.py b/docs/chains/doc_gen/generate_reference.py index fabd3d3fa..feb6ae483 100644 --- a/docs/chains/doc_gen/generate_reference.py +++ b/docs/chains/doc_gen/generate_reference.py @@ -30,7 +30,7 @@ NON_PUBLIC_SYMBOLS = [ # "truss_chains.definitions.AssetSpec", # "truss_chains.definitions.ComputeSpec", - "truss_chains.deploy.ChainService", + "truss_chains.remote.ChainService", ] @@ -65,8 +65,9 @@ "Core", "General framework and helper functions.", [ + "truss_chains.push", "truss_chains.deploy_remotely", - "truss_chains.deploy.ChainService", + "truss_chains.remote.ChainService", "truss_chains.make_abs_path_here", "truss_chains.run_local", "truss_chains.ServiceDescriptor", diff --git a/docs/chains/doc_gen/generated-reference.mdx b/docs/chains/doc_gen/generated-reference.mdx index 167b242b4..cd9a14b8d 100644 --- a/docs/chains/doc_gen/generated-reference.mdx +++ b/docs/chains/doc_gen/generated-reference.mdx @@ -42,6 +42,7 @@ chainlet instance is provided. |------|------|-------------| | `chainlet_cls` | *Type[ChainletT]* | The chainlet class of the dependency. | | `retries` | *int* | The number of times to retry the remote chainlet in case of failures (e.g. due to transient network issues). | +| `timeout_sec` | *int* | Timeout for the HTTP request to this chainlet. | * **Returns:** A “symbolic marker” to be used as a default argument in a chainlet’s @@ -134,8 +135,8 @@ Options to customize RPCs to dependency chainlets. Decorator to mark a chainlet as the entrypoint of a chain. This decorator can be applied to *one* chainlet in a source file and then the -CLI deploy command simplifies because only the file, but not the chainlet class -in the file needs to be specified. +CLI push command simplifies because only the file, but not the chainlet class +in the file, needs to be specified. Example usage: @@ -360,7 +361,7 @@ Returns parsed and validated assets. General framework and helper functions. -### `truss_chains.deploy_remotely` +### `truss_chains.push` Deploys a chain remotely (with all dependent chainlets). @@ -373,22 +374,42 @@ Deploys a chain remotely (with all dependent chainlets). | `chain_name` | *str* | The name of the chain. | | `publish` | *bool* | Whether to publish the chain as a published deployment (it is a draft deployment otherwise) | | `promote` | *bool* | Whether to promote the chain to be the production deployment (this implies publishing as well). | -| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the deploy command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | +| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the push command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | | `only_generate_trusses` | *bool* | Used for debugging purposes. If set to True, only the the underlying truss models for the chainlets are generated in `/tmp/.chains_generated`. | -| `remote` | *str\|None* | | +| `remote` | *str\|None* | name of a remote config in .trussrc. If not provided, it will be inquired. | * **Returns:** A chain service handle to the deployed chain. * **Return type:** *BasetenChainService* -### *class* `truss_chains.deploy.ChainService` +### `truss_chains.deploy_remotely` + +Deprecated, use `push` instead. + + +**Parameters:** + +| Name | Type | Description | +|------|------|-------------| +| `entrypoint` | *Type[ABCChainlet]* | | +| `chain_name` | *str* | | +| `publish` | *bool* | | +| `promote` | *bool* | | +| `user_env` | *Mapping[str,str]\|None* | | +| `only_generate_trusses` | *bool* | | +| `remote` | *str\|None* | | + +* **Return type:** + *BasetenChainService* + +### *class* `truss_chains.remote.ChainService` Bases: `ABC` Handle for a deployed chain. -A `ChainService` is created and returned when using `deploy_remotely`. It +A `ChainService` is created and returned when using `push`. It bundles the individual services for each chainlet in the chain, and provides utilities to query their status, invoke the entrypoint etc. diff --git a/docs/chains/doc_gen/reference.patch b/docs/chains/doc_gen/reference.patch index 6b5adb703..2bb8db588 100644 --- a/docs/chains/doc_gen/reference.patch +++ b/docs/chains/doc_gen/reference.patch @@ -1,6 +1,6 @@ ---- docs/chains/doc_gen/generated-reference.mdx 2024-08-02 11:34:23.860179071 -0700 -+++ docs/chains/doc_gen/API-reference.mdx 2024-08-02 11:28:27.429730742 -0700 -@@ -24,30 +24,28 @@ +--- docs/chains/doc_gen/generated-reference.mdx 2024-08-06 16:49:38.423081000 -0700 ++++ docs/chains/doc_gen/API-reference.mdx 2024-08-06 16:43:37.299866932 -0700 +@@ -24,31 +24,28 @@ dependency of another chainlet. The return value of `depends` is intended to be used as a default argument in a chainlet’s `__init__`-method. When deploying a chain remotely, a corresponding stub to the remote is injected in @@ -25,11 +25,13 @@ -|------|------|-------------| -| `chainlet_cls` | *Type[ChainletT]* | The chainlet class of the dependency. | -| `retries` | *int* | The number of times to retry the remote chainlet in case of failures (e.g. due to transient network issues). | +-| `timeout_sec` | *int* | Timeout for the HTTP request to this chainlet. | +- +| Name | Type | Description | +|----------------|----------------------|--------------------------------------------------------------------------------------------------------------| +| `chainlet_cls` | *Type[ChainletBase]* | The chainlet class of the dependency. | +| `retries` | *int* | The number of times to retry the remote chainlet in case of failures (e.g. due to transient network issues). | - ++| `timeout_sec` | *int* | Timeout for the HTTP request to this chainlet. | * **Returns:** A “symbolic marker” to be used as a default argument in a chainlet’s initializer. @@ -38,7 +40,7 @@ ### `truss_chains.depends_context` -@@ -57,20 +55,19 @@ +@@ -58,20 +55,19 @@ [example chainlet](https://github.com/basetenlabs/truss/blob/main/truss-chains/truss_chains/example_chainlet.py) for more guidance on the `__init__`-signature of chainlets. @@ -63,7 +65,7 @@ Bundles config values and resources needed to instantiate Chainlets. -@@ -81,15 +78,16 @@ +@@ -82,15 +78,16 @@ **Parameters:** @@ -88,7 +90,7 @@ #### data_dir *: Path | None* -@@ -100,12 +98,16 @@ +@@ -101,12 +98,16 @@ #### get_service_descriptor(chainlet_name) @@ -109,7 +111,7 @@ #### user_config *: UserConfigT* -@@ -119,15 +121,10 @@ +@@ -120,15 +121,10 @@ **Parameters:** @@ -129,7 +131,7 @@ ### `truss_chains.mark_entrypoint` -@@ -139,18 +136,23 @@ +@@ -140,18 +136,23 @@ Example usage: @@ -157,7 +159,7 @@ # Remote Configuration -@@ -164,7 +166,7 @@ +@@ -165,7 +166,7 @@ This is specified as a class variable for each chainlet class, e.g.: @@ -166,7 +168,7 @@ import truss_chains as chains -@@ -180,31 +182,12 @@ +@@ -181,31 +182,12 @@ **Parameters:** @@ -204,7 +206,7 @@ ### *class* `truss_chains.DockerImage` -@@ -212,35 +195,23 @@ +@@ -213,35 +195,23 @@ Configures the docker image in which a remoted chainlet is deployed. @@ -251,7 +253,7 @@ ### *class* `truss_chains.BasetenImage` -@@ -263,42 +234,35 @@ +@@ -264,42 +234,35 @@ **Parameters:** @@ -295,7 +297,6 @@ -| `gpu` | *str\|Accelerator\|None* | GPU accelerator type, e.g. “A10G”, “A100”, refer to the [truss config](https://docs.baseten.co/reference/config#resources-accelerator) for more choices. | -| `gpu_count` | *int* | Number of GPUs to allocate. | -| `predict_concurrency` | *int\|Literal['cpu_count']* | Number of concurrent requests a single replica of a deployed chainlet handles. | -- +| Name | Type | Description | +|-----------------------|-----------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------| +| `cpu_count` | *int* | Minimum number of CPUs to allocate. | @@ -304,13 +305,14 @@ +| `gpu_count` | *int* | Number of GPUs to allocate. | +| `predict_concurrency` | *int\|Literal['cpu_count']* | Number of concurrent requests a single replica of a deployed chainlet handles. | +- -Concurrency concepts are explained in [this guide](https://docs.baseten.co/deploy/guides/concurrency#predict-concurrency). # noqa: E501 +Concurrency concepts are explained +in [this guide](https://docs.baseten.co/deploy/guides/concurrency#predict-concurrency). It is important to understand the difference between predict_concurrency and the concurrency target (used for autoscaling, i.e. adding or removing replicas). Furthermore, the `predict_concurrency` of a single instance is implemented in -@@ -309,18 +273,13 @@ +@@ -310,18 +273,13 @@ - With a threadpool if it’s a synchronous function. This requires that the threads don’t have significant CPU load (due to the GIL). @@ -330,7 +332,7 @@ import truss_chains as chains from truss import truss_config -@@ -334,27 +293,13 @@ +@@ -335,27 +293,13 @@ See [truss caching guide](https://docs.baseten.co/deploy/guides/model-cache#enabling-caching-for-a-model) for more details on caching. @@ -363,11 +365,8 @@ # Core -@@ -364,52 +309,31 @@ - - Deploys a chain remotely (with all dependent chainlets). +@@ -368,69 +312,34 @@ -- **Parameters:** -| Name | Type | Description | @@ -376,31 +375,53 @@ -| `chain_name` | *str* | The name of the chain. | -| `publish` | *bool* | Whether to publish the chain as a published deployment (it is a draft deployment otherwise) | -| `promote` | *bool* | Whether to promote the chain to be the production deployment (this implies publishing as well). | --| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the deploy command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | +-| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the push command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | -| `only_generate_trusses` | *bool* | Used for debugging purposes. If set to True, only the the underlying truss models for the chainlets are generated in `/tmp/.chains_generated`. | --| `remote` | *str\|None* | | -+| Name | Type | Description | -+|-------------------------|--------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -+| `entrypoint` | *Type[ChainletBase]* | The chainlet class that serves as the entrypoint to the chain. | -+| `chain_name` | *str* | The name of the chain. | -+| `publish` | *bool* | Whether to publish the chain as a published deployment (it is a draft deployment otherwise) | -+| `promote` | *bool* | Whether to promote the chain to be the production deployment (this implies publishing as well). | -+| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the deploy command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | -+| `only_generate_trusses` | *bool* | Used for debugging purposes. If set to True, only the the underlying truss models for the chainlets are generated in `/tmp/.chains_generated`. | +-| `remote` | *str\|None* | name of a remote config in .trussrc. If not provided, it will be inquired. | ++| Name | Type | Description | ++|-------------------------|--------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------| ++| `entrypoint` | *Type[ChainletBase]* | The chainlet class that serves as the entrypoint to the chain. | ++| `chain_name` | *str* | The name of the chain. | ++| `publish` | *bool* | Whether to publish the chain as a published deployment (it is a draft deployment otherwise) | ++| `promote` | *bool* | Whether to promote the chain to be the production deployment (this implies publishing as well). | ++| `user_env` | *Mapping[str,str]\|None* | These values can be provided to the push command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. | ++| `only_generate_trusses` | *bool* | Used for debugging purposes. If set to True, only the the underlying truss models for the chainlets are generated in `/tmp/.chains_generated`. | ++| `remote` | *str\|None* | name of a remote config in .trussrc. If not provided, it will be inquired. | * **Returns:** A chain service handle to the deployed chain. * **Return type:** - *BasetenChainService* -+ [*ChainService*](#class-truss-chains-deploy-chainservice) ++ [*ChainService*](#class-truss-chains-remote-chainservice) - ### *class* `truss_chains.deploy.ChainService` + ### `truss_chains.deploy_remotely` + +-Deprecated, use `push` instead. +- +- +-**Parameters:** +- +-| Name | Type | Description | +-|------|------|-------------| +-| `entrypoint` | *Type[ABCChainlet]* | | +-| `chain_name` | *str* | | +-| `publish` | *bool* | | +-| `promote` | *bool* | | +-| `user_env` | *Mapping[str,str]\|None* | | +-| `only_generate_trusses` | *bool* | | +-| `remote` | *str\|None* | | +- +-* **Return type:** +- *BasetenChainService* ++Deprecated, use [`push`](#truss-chains-push) instead. + + ### *class* `truss_chains.remote.ChainService` -Bases: `ABC` - Handle for a deployed chain. - A `ChainService` is created and returned when using `deploy_remotely`. It + A `ChainService` is created and returned when using `push`. It bundles the individual services for each chainlet in the chain, and provides utilities to query their status, invoke the entrypoint etc. @@ -426,7 +447,7 @@ Queries the statuses of all chainlets in the chain. -@@ -425,18 +349,23 @@ +@@ -446,18 +355,23 @@ Invokes the entrypoint with JSON data. @@ -454,7 +475,7 @@ Link to status page on Baseten. -@@ -458,12 +387,12 @@ +@@ -479,12 +393,12 @@ You can now in `root/sub_package/chainlet.py` point to the requirements file like this: @@ -469,7 +490,7 @@ This helper uses the directory of the immediately calling module as an absolute reference point for resolving the file location. Therefore, you MUST NOT wrap the instantiation of `make_abs_path_here` into a -@@ -471,7 +400,7 @@ +@@ -492,7 +406,7 @@ Ok: @@ -478,7 +499,7 @@ def foo(path: AbsPath): abs_path = path.abs_path -@@ -481,7 +410,7 @@ +@@ -502,7 +416,7 @@ Not Ok: @@ -487,7 +508,7 @@ def foo(path: str): dangerous_value = make_abs_path_here(path).abs_path -@@ -489,8 +418,15 @@ +@@ -510,8 +424,15 @@ foo("./somewhere") ``` @@ -505,7 +526,7 @@ * **Return type:** *AbsPath* -@@ -499,24 +435,24 @@ +@@ -520,24 +441,24 @@ Context manager local debug execution of a chain. The arguments only need to be provided if the chainlets explicitly access any the @@ -527,7 +548,7 @@ +| `secrets` | *Mapping[str,str]\|None* | A dict of secrets keys and values to provide to the chainlets. | +| `data_dir` | *Path\|str\|None* | Path to a directory with data files. | +| `chainlet_to_service` | *Mapping[str,[ServiceDescriptor](#class-truss-chains-servicedescriptor)* | A dict of chainlet names to service descriptors. | -+| `user_env` | *Mapping[str,str]\|None* | see [`deploy_remotely`](#truss-chains-deploy-remotely). | ++| `user_env` | *Mapping[str,str]\|None* | see [`push`](#truss-chains-push). | * **Return type:** *ContextManager*[None] @@ -539,7 +560,7 @@ import os import truss_chains as chains -@@ -542,7 +478,8 @@ +@@ -563,7 +484,8 @@ print(result) ``` @@ -549,7 +570,7 @@ for more details. ### *class* `truss_chains.ServiceDescriptor` -@@ -554,22 +491,13 @@ +@@ -575,22 +497,13 @@ **Parameters:** @@ -558,12 +579,7 @@ -| `name` | *str* | | -| `predict_url` | *str* | | -| `options` | *[RPCOptions](#truss_chains.RPCOptions* | | -+| Name | Type | Description | -+|---------------|------------------------------------------------|-------------| -+| `name` | *str* | | -+| `predict_url` | *str* | | -+| `options` | *[RPCOptions](#class-truss-chains-rpcoptions)* | | - +- - -#### name *: str* - @@ -572,13 +588,18 @@ -#### predict_url *: str* - -### *class* `truss_chains.StubBase` -- ++| Name | Type | Description | ++|---------------|------------------------------------------------|-------------| ++| `name` | *str* | | ++| `predict_url` | *str* | | ++| `options` | *[RPCOptions](#class-truss-chains-rpcoptions)* | | + -Bases: `ABC` +## *class* `truss_chains.StubBase` Base class for stubs that invoke remote chainlets. -@@ -577,17 +505,18 @@ +@@ -598,17 +511,18 @@ in user-code for wrapping a deployed truss model into the chains framework, e.g. like that: @@ -599,7 +620,7 @@ resp = await self._remote.predict_async( json_payload={"audio": audio_b64}) return WhisperOutput(text=resp["text"], language=resp["language"]) -@@ -604,28 +533,24 @@ +@@ -625,28 +539,24 @@ ) ``` @@ -637,7 +658,7 @@ ### *class* `truss_chains.RemoteErrorDetail` -@@ -637,20 +562,13 @@ +@@ -658,20 +568,13 @@ **Parameters:** @@ -665,7 +686,7 @@ #### format() -@@ -659,7 +577,3 @@ +@@ -680,7 +583,3 @@ * **Return type:** str diff --git a/poetry.lock b/poetry.lock index 9531779a5..8961c6cd7 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.0 and should not be changed by hand. [[package]] name = "annotated-types" @@ -49,22 +49,22 @@ files = [ [[package]] name = "attrs" -version = "23.2.0" +version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" files = [ - {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"}, - {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"}, + {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, + {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, ] [package.extras] -cov = ["attrs[tests]", "coverage[toml] (>=5.3)"] -dev = ["attrs[tests]", "pre-commit"] -docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"] -tests = ["attrs[tests-no-zope]", "zope-interface"] 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"^0.4.8" # Not a dev dep, needed for chains code gen. blake3 = "^0.3.3" boto3 = "^1.34.85" fastapi = ">=0.109.1" @@ -54,6 +53,7 @@ python-on-whales = "^0.68.0" PyYAML = ">=6.0" rich = "^13.4.2" rich-click = "^1.6.1" +ruff = "^0.4.8" # Not a dev dep, needed for chains code gen. single-source = "^0.3.0" tenacity = "^8.0.1" watchfiles = "^0.19.0" @@ -75,9 +75,11 @@ python = ">=3.8,<3.12" python-json-logger = ">=2.0.2" PyYAML = ">=6.0" requests = ">=2.31" +rich = "^13.4.2" single-source = "^0.3.0" tenacity = "^8.0.1" uvicorn = "^0.24.0" +watchfiles = "^0.19.0" [tool.poetry.dev-dependencies] coverage = "^6.4.1" diff --git a/truss-chains/tests/chains_test.py b/truss-chains/tests/chains_test.py index 6d2ac0ddf..177768277 100644 --- a/truss-chains/tests/chains_test.py +++ b/truss-chains/tests/chains_test.py @@ -7,7 +7,7 @@ from truss.tests.test_testing_utilities_for_other_tests import ensure_kill_all import truss_chains as chains -from truss_chains import definitions, deploy, framework, public_api, utils +from truss_chains import definitions, framework, public_api, remote, utils utils.setup_dev_logging(logging.DEBUG) @@ -18,11 +18,11 @@ def test_chain(): root = Path(__file__).parent.resolve() chain_root = root / "itest_chain" / "itest_chain.py" with framework.import_target(chain_root, "ItestChain") as entrypoint: - options = definitions.DeploymentOptionsLocalDocker( + options = definitions.PushOptionsLocalDocker( chain_name="integration-test", user_env={"test_env_key": "test_env_value"}, ) - service = deploy.deploy_remotely(entrypoint, options) + service = remote.push(entrypoint, options) url = service.run_remote_url.replace("host.docker.internal", "localhost") diff --git a/truss-chains/tests/itest_chain/itest_chain.py b/truss-chains/tests/itest_chain/itest_chain.py index e5eef6860..b6cd46b7e 100644 --- a/truss-chains/tests/itest_chain/itest_chain.py +++ b/truss-chains/tests/itest_chain/itest_chain.py @@ -12,8 +12,10 @@ ) IMAGE_CUSTOM = chains.DockerImage( + # TODO: Specifying py path gives a weird error during remote build (works locally) + # 0.037 /bin/sh: 1: pip: Too many levels of symbolic links base_image=chains.CustomImage( - image="python:3.11-slim", python_executable_path="/usr/local/bin/python" + image="python:3.11-slim" # , python_executable_path="/usr/local/bin/python" ), pip_requirements_file=chains.make_abs_path_here("requirements.txt"), ) @@ -25,7 +27,9 @@ class GenerateData(chains.ChainletBase): - remote_config = chains.RemoteConfig(docker_image=IMAGE_BASETEN) + remote_config = chains.RemoteConfig( + docker_image=IMAGE_BASETEN, name="GENERATE_DATA" + ) def run_remote(self, length: int) -> str: template = "erodfd" diff --git a/truss-chains/truss_chains/__init__.py b/truss-chains/truss_chains/__init__.py index d41fb3a9c..3377d4b06 100644 --- a/truss-chains/truss_chains/__init__.py +++ b/truss-chains/truss_chains/__init__.py @@ -35,8 +35,9 @@ ChainletBase, depends, depends_context, - deploy_remotely, + deploy_remotely, # Alias for backwards compat. mark_entrypoint, + push, run_local, ) from truss_chains.stub import StubBase @@ -60,5 +61,6 @@ "deploy_remotely", "make_abs_path_here", "mark_entrypoint", + "push", "run_local", ] diff --git a/truss-chains/truss_chains/cli.py b/truss-chains/truss_chains/cli.py deleted file mode 100644 index c14111152..000000000 --- a/truss-chains/truss_chains/cli.py +++ /dev/null @@ -1,11 +0,0 @@ -import rich -from InquirerPy import inquirer - - -def inquire_copy_confirm(msg: str) -> bool: - rich.print(msg) - return inquirer.confirm( - "Do you want to proceed with deploying and copying " - "all data (⚠️ proceed with cation)?", - default=False, - ).execute() diff --git a/truss-chains/truss_chains/definitions.py b/truss-chains/truss_chains/definitions.py index ddef92ba0..d69a54de8 100644 --- a/truss-chains/truss_chains/definitions.py +++ b/truss-chains/truss_chains/definitions.py @@ -102,6 +102,10 @@ class ChainsRuntimeError(Exception): """Raised when components are not used the expected way at runtime.""" +class ChainsDeploymentError(Exception): + """Raised when interaction with a Chain deployment are not possible.""" + + class AbsPath: _abs_file_path: str _creating_module: str @@ -365,10 +369,13 @@ def get_asset_spec(self) -> AssetSpec: return self.assets.get_spec() +DEFAULT_TIMEOUT_SEC = 600 + + class RPCOptions(SafeModel): """Options to customize RPCs to dependency chainlets.""" - timeout_sec: int = 600 + timeout_sec: int = DEFAULT_TIMEOUT_SEC retries: int = 1 @@ -592,13 +599,13 @@ class GenericRemoteException(Exception): ... ######################################################################################## -class DeploymentOptions(SafeModelNonSerializable): +class PushOptions(SafeModelNonSerializable): chain_name: str user_env: Mapping[str, str] only_generate_trusses: bool = False -class DeploymentOptionsBaseten(DeploymentOptions): +class PushOptionsBaseten(PushOptions): remote_provider: baseten_remote.BasetenRemote publish: bool promote: bool @@ -612,7 +619,7 @@ def create( only_generate_trusses: bool, user_env: Mapping[str, str], remote: Optional[str] = None, - ) -> "DeploymentOptionsBaseten": + ) -> "PushOptionsBaseten": if not remote: remote = remote_cli.inquire_remote_name( remote_factory.RemoteFactory.get_available_config_names() @@ -621,7 +628,7 @@ def create( baseten_remote.BasetenRemote, remote_factory.RemoteFactory.create(remote=remote), ) - return DeploymentOptionsBaseten( + return PushOptionsBaseten( remote_provider=remote_provider, chain_name=chain_name, publish=publish, @@ -631,7 +638,7 @@ def create( ) -class DeploymentOptionsLocalDocker(DeploymentOptions): +class PushOptionsLocalDocker(PushOptions): # Local docker-to-docker requests don't need auth, but we need to set a # value different from `SECRET_DUMMY` to not trigger the check that the secret # is unset. Additionally, if local docker containers make calls to models deployed diff --git a/truss-chains/truss_chains/framework.py b/truss-chains/truss_chains/framework.py index 671d801ab..2098650e2 100644 --- a/truss-chains/truss_chains/framework.py +++ b/truss-chains/truss_chains/framework.py @@ -127,7 +127,7 @@ def _instantiation_error_msg(cls_name: str): f"add them as init argument. See {_DOCS_URL_CHAINING}.\n" f"2. For local / debug execution, use the `{run_local.__name__}`-" f"context. See {_DOCS_URL_LOCAL}.\n" - "3. Deploy the chain and call the remote endpoint.\n" + "3. Push the chain and call the remote endpoint.\n" "Example of correct `__init__` with dependencies:\n" f"{_example_chainlet_code()}" ) @@ -566,7 +566,7 @@ def ensure_args_are_injected(cls, original_init: Callable, kwargs) -> None: raise definitions.ChainsRuntimeError(_instantiation_error_msg(cls.name)) -# Local Deployment ##################################################################### +# Local Execution ###################################################################### # A variable to track the stack depth relative to `run_local` context manager. run_local_stack_depth: contextvars.ContextVar[int] = contextvars.ContextVar( @@ -761,7 +761,7 @@ def import_target( # Since the framework depends on tracking the source files via `inspect` and this # depends on the modules bein properly registered in `sys.modules`, we have to # manually do this here (because importlib does not do it automatically). This - # registration has to stay at least until the deployment command has finished. + # registration has to stay at least until the push command has finished. if module_name in sys.modules: raise ImportError( f"{import_error_msg} There is already a module in `sys.modules` " diff --git a/truss-chains/truss_chains/public_api.py b/truss-chains/truss_chains/public_api.py index a506fb61d..e9fe0dba0 100644 --- a/truss-chains/truss_chains/public_api.py +++ b/truss-chains/truss_chains/public_api.py @@ -2,7 +2,8 @@ import pathlib from typing import ContextManager, Mapping, Optional, Type, Union -from truss_chains import definitions, deploy, framework +from truss_chains import definitions, framework +from truss_chains import remote as chains_remote def depends_context() -> definitions.DeploymentContext: @@ -31,7 +32,9 @@ def depends_context() -> definitions.DeploymentContext: def depends( - chainlet_cls: Type[framework.ChainletT], retries: int = 1 + chainlet_cls: Type[framework.ChainletT], + retries: int = 1, + timeout_sec: int = definitions.DEFAULT_TIMEOUT_SEC, ) -> framework.ChainletT: """Sets a "symbolic marker" to indicate to the framework that a chainlet is a dependency of another chainlet. The return value of ``depends`` is intended to be @@ -53,12 +56,13 @@ def depends( chainlet_cls: The chainlet class of the dependency. retries: The number of times to retry the remote chainlet in case of failures (e.g. due to transient network issues). + timeout_sec: Timeout for the HTTP request to this chainlet. Returns: A "symbolic marker" to be used as a default argument in a chainlet's initializer. """ - options = definitions.RPCOptions(retries=retries) + options = definitions.RPCOptions(retries=retries, timeout_sec=timeout_sec) # The type error is silenced to because chains framework will at runtime inject # a corresponding instance. Nonetheless, we want to use a type annotation here, # to facilitate type inference, code-completion and type checking within the code @@ -98,8 +102,8 @@ def mark_entrypoint(cls: Type[framework.ChainletT]) -> Type[framework.ChainletT] """Decorator to mark a chainlet as the entrypoint of a chain. This decorator can be applied to *one* chainlet in a source file and then the - CLI deploy command simplifies because only the file, but not the chainlet class - in the file needs to be specified. + CLI push command simplifies because only the file, but not the chainlet class + in the file, needs to be specified. Example usage:: @@ -112,7 +116,7 @@ class MyChainlet(ChainletBase): return framework.entrypoint(cls) -def deploy_remotely( +def push( entrypoint: Type[definitions.ABCChainlet], chain_name: str, publish: bool = True, @@ -120,7 +124,7 @@ def deploy_remotely( user_env: Optional[Mapping[str, str]] = None, only_generate_trusses: bool = False, remote: Optional[str] = None, -) -> deploy.BasetenChainService: +) -> chains_remote.BasetenChainService: """ Deploys a chain remotely (with all dependent chainlets). @@ -132,17 +136,19 @@ def deploy_remotely( promote: Whether to promote the chain to be the production deployment (this implies publishing as well). user_env: These values can be provided to - the deploy command and customize the behavior of deployed chainlets. E.g. + the push command and customize the behavior of deployed chainlets. E.g. for differentiating between prod and dev version of the same chain. only_generate_trusses: Used for debugging purposes. If set to True, only the the underlying truss models for the chainlets are generated in ``/tmp/.chains_generated``. + remote: name of a remote config in `.trussrc`. If not provided, it will be + inquired. Returns: A chain service handle to the deployed chain. """ - options = definitions.DeploymentOptionsBaseten.create( + options = definitions.PushOptionsBaseten.create( chain_name=chain_name, publish=publish, promote=promote, @@ -150,11 +156,32 @@ def deploy_remotely( only_generate_trusses=only_generate_trusses, remote=remote, ) - service = deploy.deploy_remotely(entrypoint, options) - assert isinstance(service, deploy.BasetenChainService) # Per options above. + service = chains_remote.push(entrypoint, options) + assert isinstance(service, chains_remote.BasetenChainService) # Per options above. return service +def deploy_remotely( + entrypoint: Type[definitions.ABCChainlet], + chain_name: str, + publish: bool = True, + promote: bool = True, + user_env: Optional[Mapping[str, str]] = None, + only_generate_trusses: bool = False, + remote: Optional[str] = None, +) -> chains_remote.BasetenChainService: + """Deprecated, use ``push`` instead.""" + return push( + entrypoint, + chain_name, + publish, + promote, + user_env, + only_generate_trusses, + remote, + ) + + def run_local( secrets: Optional[Mapping[str, str]] = None, data_dir: Optional[Union[pathlib.Path, str]] = None, diff --git a/truss-chains/truss_chains/deploy.py b/truss-chains/truss_chains/remote.py similarity index 50% rename from truss-chains/truss_chains/deploy.py rename to truss-chains/truss_chains/remote.py index 632ed67ee..a0cc98048 100644 --- a/truss-chains/truss_chains/deploy.py +++ b/truss-chains/truss_chains/remote.py @@ -1,15 +1,20 @@ import abc +import concurrent.futures import inspect import logging import pathlib import re import tempfile +import textwrap import uuid from typing import ( + TYPE_CHECKING, Any, + Callable, Dict, Iterable, Iterator, + Mapping, MutableMapping, NamedTuple, Optional, @@ -19,18 +24,25 @@ import tenacity import truss +import watchfiles + +if TYPE_CHECKING: + from rich import console as rich_console +from truss.remote import remote_cli, remote_factory from truss.remote.baseten import core as b10_core from truss.remote.baseten import custom_types as b10_types from truss.remote.baseten import remote as b10_remote from truss.remote.baseten import service as b10_service +from truss.util import log_utils +from truss.util import path as truss_path from truss_chains import code_gen, definitions, framework, utils _MODEL_NAME_RE = re.compile(r"^[a-zA-Z0-9_-]+-[0-9a-f]{8}$") -def _deploy_to_baseten( - truss_dir: pathlib.Path, options: definitions.DeploymentOptionsBaseten +def _push_to_baseten( + truss_dir: pathlib.Path, options: definitions.PushOptionsBaseten ) -> b10_service.BasetenService: truss_handle = truss.load(str(truss_dir)) model_name = truss_handle.spec.config.model_name @@ -39,7 +51,7 @@ def _deploy_to_baseten( if options.promote and not options.publish: logging.info("`promote=True` overrides `publish` to `True`.") logging.info( - f"Deploying chainlet `{model_name}` as a truss model on Baseten " + f"Pushing chainlet `{model_name}` as a truss model on Baseten " f"(publish={options.publish}, promote={options.promote})." ) # Models must be trusted to use the API KEY secret. @@ -87,13 +99,13 @@ def poll_deployment_status(self, sleep_secs: int = 1) -> Iterator[str]: raise NotImplementedError() -def _deploy_service( +def _push_service( truss_dir: pathlib.Path, chainlet_descriptor: definitions.ChainletAPIDescriptor, - options: definitions.DeploymentOptions, + options: definitions.PushOptions, ) -> b10_service.TrussService: service: b10_service.TrussService - if isinstance(options, definitions.DeploymentOptionsLocalDocker): + if isinstance(options, definitions.PushOptionsLocalDocker): logging.info( f"Running in docker container `{chainlet_descriptor.display_name}` " ) @@ -113,14 +125,14 @@ def _deploy_service( service = DockerTrussService( f"http://host.docker.internal:{port}", is_draft=True ) - elif isinstance(options, definitions.DeploymentOptionsBaseten): + elif isinstance(options, definitions.PushOptionsBaseten): with utils.log_level(logging.INFO): - service = _deploy_to_baseten(truss_dir, options) + service = _push_to_baseten(truss_dir, options) else: raise NotImplementedError(options) logging.info( - f"Deployed `{chainlet_descriptor.display_name}` @ {service.predict_url}." + f"Pushed `{chainlet_descriptor.display_name}` @ {service.predict_url}." ) return service @@ -154,7 +166,7 @@ def add_needed_chainlets(chainlet: definitions.ChainletAPIDescriptor): class ChainService(abc.ABC): """Handle for a deployed chain. - A ``ChainService`` is created and returned when using ``deploy_remotely``. It + A ``ChainService`` is created and returned when using ``push``. It bundles the individual services for each chainlet in the chain, and provides utilities to query their status, invoke the entrypoint etc. """ @@ -194,8 +206,7 @@ def get_info(self) -> list[b10_types.DeployedChainlet]: """Queries the statuses of all chainlets in the chain. Returns: - List of ``DeployedChainlet``, ``(name, is_entrypoint, status, logs_url)`` - for each chainlet.""" + List of ``DeployedChainlet`` for each chainlet.""" @property def entrypoint_fake_json_data(self) -> Any: @@ -232,7 +243,7 @@ def __init__( @property def run_remote_url(self) -> str: """URL to invoke the entrypoint.""" - return b10_service.make_invocation_url( + return b10_service.URLConfig.invocation_url( self._remote.api.rest_api_url, b10_service.URLConfig.CHAIN, self._chain_deployment_handle.chain_id, @@ -243,9 +254,10 @@ def run_remote_url(self) -> str: @property def status_page_url(self) -> str: """Link to status page on Baseten.""" - return ( - f"{self._remote.remote_url}/chains/" - f"{self._chain_deployment_handle.chain_id}/overview" + return b10_service.URLConfig.status_page_url( + self._remote.remote_url, + b10_service.URLConfig.CHAIN, + self._chain_deployment_handle.chain_id, ) @tenacity.retry( @@ -255,29 +267,9 @@ def get_info(self) -> list[b10_types.DeployedChainlet]: """Queries the statuses of all chainlets in the chain. Returns: - List of ``DeployedChainlet``, ``(name, is_entrypoint, status, logs_url)``, - for each chainlet.""" - chainlets = self._remote.get_chainlets( - chain_deployment_id=self._chain_deployment_handle.chain_deployment_id - ) - return [ - b10_types.DeployedChainlet( - name=chainlet["name"], - is_entrypoint=chainlet["is_entrypoint"], - status=chainlet["oracle_version"]["current_model_deployment_status"][ - "status" - ], - logs_url=self._chainlet_logs_url( - chainlet["id"], - ), - ) - for chainlet in chainlets - ] - - def _chainlet_logs_url(self, chainlet_id: str) -> str: - return ( - f"{self._remote.remote_url}/chains/{self._chain_deployment_handle.chain_id}" - f"/logs/{self._chain_deployment_handle.chain_deployment_id}/{chainlet_id}" + List of ``DeployedChainlet`` for each chainlet.""" + return self._remote.get_chainlets( + self._chain_deployment_handle.chain_deployment_id ) @@ -296,7 +288,7 @@ def status_page_url(self) -> str: raise NotImplementedError() def get_info(self) -> list[b10_types.DeployedChainlet]: - """Not Implemented..""" + """Not Implemented.""" raise NotImplementedError() @@ -317,8 +309,8 @@ def _get_chain_root( def _create_baseten_chain( - baseten_options: definitions.DeploymentOptionsBaseten, - chainlet_services: list["_Deployer.ChainEntry"], + baseten_options: definitions.PushOptionsBaseten, + chainlet_services: list["_Pusher.ChainEntry"], entrypoint_service: b10_service.BasetenService, ): chainlet_data = [] @@ -360,7 +352,7 @@ def _create_chains_secret_if_missing(remote_provider: b10_remote.BasetenRemote) ) -class _Deployer: +class _Pusher: class ChainEntry(NamedTuple): service: b10_service.TrussService chainlet_display_name: str @@ -368,26 +360,26 @@ class ChainEntry(NamedTuple): def __init__( self, - options: definitions.DeploymentOptions, + options: definitions.PushOptions, gen_root: Optional[pathlib.Path] = None, ) -> None: self._options = options self._gen_root = gen_root or pathlib.Path(tempfile.gettempdir()) - if isinstance(self._options, definitions.DeploymentOptionsBaseten): + if isinstance(self._options, definitions.PushOptionsBaseten): _create_chains_secret_if_missing(self._options.remote_provider) - def deploy( + def push( self, entrypoint: Type[definitions.ABCChainlet], non_entrypoint_root_dir: Optional[str] = None, ) -> Optional[ChainService]: chain_root = _get_chain_root(entrypoint, non_entrypoint_root_dir) chainlet_display_name_to_url: MutableMapping[str, str] = {} - chainlet_services: list[_Deployer.ChainEntry] = [] + chainlet_services: list[_Pusher.ChainEntry] = [] entrypoint_service = None for chainlet_descriptor in _get_ordered_dependencies([entrypoint]): model_base_name = chainlet_descriptor.display_name - # Since we are deploying a distinct model for each deployment of the chain, + # Since we are creating a distinct model for each deployment of the chain, # we add a random suffix. model_suffix = str(uuid.uuid4()).split("-")[0] model_name = f"{model_base_name}-{model_suffix}" @@ -410,12 +402,12 @@ def deploy( continue is_entrypoint = chainlet_descriptor.chainlet_cls == entrypoint - service = _deploy_service(chainlet_dir, chainlet_descriptor, self._options) + service = _push_service(chainlet_dir, chainlet_descriptor, self._options) chainlet_display_name_to_url[chainlet_descriptor.display_name] = ( service.predict_url ) chainlet_services.append( - _Deployer.ChainEntry( + _Pusher.ChainEntry( service, chainlet_descriptor.display_name, is_entrypoint ) ) @@ -427,22 +419,283 @@ def deploy( return None assert entrypoint_service is not None - if isinstance(self._options, definitions.DeploymentOptionsBaseten): + if isinstance(self._options, definitions.PushOptionsBaseten): assert isinstance(entrypoint_service, b10_service.BasetenService) return _create_baseten_chain( self._options, chainlet_services, entrypoint_service ) - elif isinstance(self._options, definitions.DeploymentOptionsLocalDocker): + elif isinstance(self._options, definitions.PushOptionsLocalDocker): assert isinstance(entrypoint_service, DockerTrussService) return DockerChainService(self._options.chain_name, entrypoint_service) else: raise NotImplementedError(self._options) -def deploy_remotely( +def push( entrypoint: Type[definitions.ABCChainlet], - options: definitions.DeploymentOptions, + options: definitions.PushOptions, non_entrypoint_root_dir: Optional[str] = None, gen_root: pathlib.Path = pathlib.Path(tempfile.gettempdir()), ) -> Optional[ChainService]: - return _Deployer(options, gen_root).deploy(entrypoint, non_entrypoint_root_dir) + return _Pusher(options, gen_root).push(entrypoint, non_entrypoint_root_dir) + + +# Watch / Live Patching ################################################################ + + +class _Watcher: + _source: pathlib.Path + _entrypoint: Optional[str] + _deployed_chain_name: str + _remote_provider: b10_remote.BasetenRemote + _chainlet_data: Mapping[str, b10_types.DeployedChainlet] + _watch_filter: Callable[[watchfiles.Change, str], bool] + _console: "rich_console.Console" + _error_console: "rich_console.Console" + + def __init__( + self, + source: pathlib.Path, + entrypoint: Optional[str], + name: Optional[str], + remote: Optional[str], + console: "rich_console.Console", + error_console: "rich_console.Console", + ) -> None: + self._source = source + self._entrypoint = entrypoint + self._console = console + self._error_console = error_console + if not remote: + remote = remote_cli.inquire_remote_name( + remote_factory.RemoteFactory.get_available_config_names() + ) + self._remote_provider = cast( + b10_remote.BasetenRemote, + remote_factory.RemoteFactory.create(remote=remote), + ) + with framework.import_target(source, entrypoint) as entrypoint_cls: + self._deployed_chain_name = name or entrypoint_cls.__name__ + self._chain_root = _get_chain_root(entrypoint_cls) + chainlet_names = set( + desc.display_name + for desc in _get_ordered_dependencies([entrypoint_cls]) + ) + + chain_id = b10_core.get_chain_id_by_name( + self._remote_provider.api, self._deployed_chain_name + ) + if not chain_id: + raise definitions.ChainsDeploymentError( + f"Chain `{chain_id}` was not found." + ) + self._status_page_url = b10_service.URLConfig.status_page_url( + self._remote_provider.remote_url, b10_service.URLConfig.CHAIN, chain_id + ) + chain_deployment = b10_core.get_dev_chain_deployment( + self._remote_provider.api, chain_id + ) + if chain_deployment is None: + raise definitions.ChainsDeploymentError( + f"No development deployment was found for Chain `{chain_id}`. " + "You cannot live-patch production deployments. Check the Chain's " + f"status page for available deployments: {self._status_page_url}." + ) + deployed_chainlets = self._remote_provider.get_chainlets(chain_deployment["id"]) + non_draft_chainlets = [ + chainlet.name for chainlet in deployed_chainlets if not chainlet.is_draft + ] + assert not ( + non_draft_chainlets + ), "If the chain is draft, the oracles must be draft." + + self._chainlet_data = {c.name: c for c in deployed_chainlets} + self._assert_chainlet_names_same(chainlet_names) + self._ignore_patterns = truss_path.load_trussignore_patterns() + + def watch_filter(_: watchfiles.Change, path: str) -> bool: + return not truss_path.is_ignored(pathlib.Path(path), self._ignore_patterns) + + logging.getLogger("watchfiles.main").disabled = True + self._watch_filter = watch_filter + + @property + def _original_chainlet_names(self) -> set[str]: + return set(self._chainlet_data.keys()) + + @property + def _chainlet_display_name_to_url(self) -> Mapping[str, str]: + return {k: v.oracle_predict_url for k, v in self._chainlet_data.items()} + + def _assert_chainlet_names_same(self, new_names: set[str]) -> None: + missing = self._original_chainlet_names - new_names + added = new_names - self._original_chainlet_names + if not (missing or added): + return + msg_parts = [ + "The deployed Chainlets and the Chainlets in the current workspace differ. " + "Live patching is not possible if the set of Chainlet names differ." + ] + if missing: + msg_parts.append(f"Chainlets missing in current workspace: {list(missing)}") + if added: + msg_parts.append(f"Chainlets added in current workspace: {list(added)}") + + raise definitions.ChainsDeploymentError("\n".join(msg_parts)) + + def _code_gen_and_patch_thread( + self, descr: definitions.ChainletAPIDescriptor, user_env: Mapping[str, str] + ) -> tuple[b10_remote.PatchResult, list[str]]: + with log_utils.LogInterceptor() as log_interceptor: + # TODO: Maybe try-except code_gen errors explicitly. + chainlet_dir = code_gen.gen_truss_chainlet( + self._chain_root, + pathlib.Path(tempfile.gettempdir()), + self._deployed_chain_name, + descr, + self._chainlet_data[descr.display_name].oracle_name, + self._chainlet_display_name_to_url, + user_env, + ) + patch_result = self._remote_provider.patch_for_chainlet( + chainlet_dir, self._ignore_patterns + ) + logs = log_interceptor.get_logs() + return patch_result, logs + + def _patch( + self, + executor: concurrent.futures.Executor, + user_env: Optional[Mapping[str, str]], + ) -> None: + exception_raised = None + with log_utils.LogInterceptor() as log_interceptor, self._console.status( + " Live Patching Chain.\n", spinner="arrow3" + ): + # Handle import errors gracefully (e.g. if user saved file, but there + # are syntax errors, undefined symbols etc.). + try: + with framework.import_target( + self._source, self._entrypoint + ) as entrypoint_cls: + chainlet_descriptors = _get_ordered_dependencies([entrypoint_cls]) + chain_root_new = _get_chain_root(entrypoint_cls) + assert chain_root_new == self._chain_root + self._assert_chainlet_names_same( + set(desc.display_name for desc in chainlet_descriptors) + ) + future_to_display_name = {} + for chainlet_descr in chainlet_descriptors: + future = executor.submit( + self._code_gen_and_patch_thread, + chainlet_descr, + user_env or {}, + ) + future_to_display_name[future] = chainlet_descr.display_name + # Threads need to finish while inside the `import_target`-context. + done_futures = { + future_to_display_name[future]: future + for future in concurrent.futures.as_completed( + future_to_display_name + ) + } + except Exception as e: + exception_raised = e + finally: + logs = log_interceptor.get_logs() + + if logs: + formatted_logs = textwrap.indent("\n".join(logs), " " * 4) + self._console.print( + f"Intercepted logs from importing chain source code:\n{formatted_logs}" + ) + + if exception_raised: + self._error_console.print( + "Source files were changed, but pre-conditions for " + "live patching are not given. Most likely there is a " + "syntax in the source files or chainlet names changed. " + f"Try to fix the issue and save the file. Error:\n{exception_raised}." + ) + self._console.print( + "The watcher will continue and if you can resolve the " + "issue, subsequent patches might succeed.", + style="blue", + ) + return + + self._check_patch_results(done_futures) + + def _check_patch_results( + self, + display_name_to_done_future: Mapping[ + str, concurrent.futures.Future[tuple[b10_remote.PatchResult, list[str]]] + ], + ) -> None: + has_errors = False + for display_name, future in display_name_to_done_future.items(): + # It is not expected that code_gen_and_patch raises an exception, errors + # should be handled by setting `b10_remote.PatchStatus`. + # If an exception is raised anyway, it should bubble up the default way. + patch_result, logs = future.result() + if logs: + formatted_logs = textwrap.indent("\n".join(logs), " " * 4) + logs_output = f" [grey70]Intercepted logs:\n{formatted_logs}[grey70]" + else: + logs_output = "" + + if patch_result.status == b10_remote.PatchStatus.SUCCESS: + self._console.print( + f"Patched Chainlet `{display_name}`.{logs_output}", style="green" + ) + elif patch_result.status == b10_remote.PatchStatus.SKIPPED: + self._console.print( + f"Nothing to do for Chainlet `{display_name}`.{logs_output}", + style="grey50", + ) + else: + has_errors = True + self._error_console.print( + f"Failed to patch Chainlet `{display_name}`. " + f"{patch_result.message}{logs_output}" + ) + + if has_errors: + msg = ( + "Some Chainlets could not be live patched. See above error messages. " + "The watcher will continue, and try patching new changes. However, the " + "safest way to proceed and ensure a consistent state is to re-deploy " + "the the entire development Chain." + ) + self._error_console.print(msg) + + def watch(self, user_env: Optional[Mapping[str, str]]) -> None: + with concurrent.futures.ThreadPoolExecutor() as executor: + # Perform one initial patch at startup. + self._patch(executor, user_env) + self._console.print("👀 Watching for new changes.", style="blue") + for _ in watchfiles.watch( + self._chain_root, watch_filter=self._watch_filter, raise_interrupt=False + ): + self._patch(executor, user_env) + self._console.print("👀 Watching for new changes.", style="blue") + + +def watch( + source: pathlib.Path, + entrypoint: Optional[str], + name: Optional[str], + remote: Optional[str], + user_env: Optional[Mapping[str, str]], + console: "rich_console.Console", + error_console: "rich_console.Console", +) -> None: + console.print( + ( + "👀 Starting to watch for Chain source code and applying live patches " + "when changes are detected." + ), + style="blue", + ) + patcher = _Watcher(source, entrypoint, name, remote, console, error_console) + patcher.watch(user_env) diff --git a/truss-chains/truss_chains/stub.py b/truss-chains/truss_chains/stub.py index a3f2766ca..152910b6e 100644 --- a/truss-chains/truss_chains/stub.py +++ b/truss-chains/truss_chains/stub.py @@ -1,7 +1,10 @@ import abc -import functools +import asyncio import logging -from typing import Optional, Type, TypeVar, final +import ssl +import threading +import time +from typing import Any, ClassVar, Mapping, Optional, Type, TypeVar, final import httpx import tenacity @@ -12,6 +15,13 @@ class BasetenSession: """Helper to invoke predict method on Baseten deployments.""" + _client_cycle_time_sec: ClassVar[int] = 3600 * 8 # 8 hours. + + _auth_header: Mapping[str, str] + _service_descriptor: definitions.ServiceDescriptor + _cached_sync_client: Optional[tuple[httpx.Client, int]] + _cached_async_client: Optional[tuple[httpx.AsyncClient, int]] + def __init__( self, service_descriptor: definitions.ServiceDescriptor, @@ -24,24 +34,52 @@ def __init__( ) self._auth_header = {"Authorization": f"Api-Key {api_key}"} self._service_descriptor = service_descriptor + self._cached_sync_client = None + self._cached_async_client = None + self._sync_lock = threading.Lock() + self._async_lock = asyncio.Lock() @property def name(self) -> str: return self._service_descriptor.name - @functools.cached_property - def _client_sync(self) -> httpx.Client: - return httpx.Client( - headers=self._auth_header, - timeout=self._service_descriptor.options.timeout_sec, + def _client_cycle_needed(self, cached_client: Optional[tuple[Any, int]]) -> bool: + return ( + not cached_client + or (int(time.time()) - cached_client[1]) > self._client_cycle_time_sec ) - @functools.cached_property - def _client_async(self) -> httpx.AsyncClient: - return httpx.AsyncClient( - headers=self._auth_header, - timeout=self._service_descriptor.options.timeout_sec, - ) + def _client_sync(self) -> httpx.Client: + # Check `_client_cycle_needed` before and after locking to avoid + # needing a lock each time the client is accessed. + if self._client_cycle_needed(self._cached_sync_client): + with self._sync_lock: + if self._client_cycle_needed(self._cached_sync_client): + self._cached_sync_client = ( + httpx.Client( + headers=self._auth_header, + timeout=self._service_descriptor.options.timeout_sec, + ), + int(time.time()), + ) + assert self._cached_sync_client is not None + return self._cached_sync_client[0] + + async def _client_async(self) -> httpx.AsyncClient: + # Check `_client_cycle_needed` before and after locking to avoid + # needing a lock each time the client is accessed. + if self._client_cycle_needed(self._cached_async_client): + async with self._async_lock: + if self._client_cycle_needed(self._cached_async_client): + self._cached_async_client = ( + httpx.AsyncClient( + headers=self._auth_header, + timeout=self._service_descriptor.options.timeout_sec, + ), + int(time.time()), + ) + assert self._cached_async_client is not None + return self._cached_async_client[0] def predict_sync(self, json_payload): retrying = tenacity.Retrying( @@ -52,15 +90,17 @@ def predict_sync(self, json_payload): for attempt in retrying: with attempt: if (num := attempt.retry_state.attempt_number) > 1: - logging.info( - f"Retrying `{self._service_descriptor.name}`, " f"attempt {num}" - ) - return utils.handle_response( - self._client_sync.post( + logging.info(f"Retrying `{self.name}`, " f"attempt {num}") + try: + resp = self._client_sync().post( self._service_descriptor.predict_url, json=json_payload - ), - self.name, - ) + ) + return utils.handle_response(resp, self.name) + # As a special case we invalidate the client in case of certificate + # errors. This has happened in the past and is a defensive measure. + except ssl.SSLError: + self._cached_sync_client = None + raise async def predict_async(self, json_payload): retrying = tenacity.AsyncRetrying( @@ -71,15 +111,17 @@ async def predict_async(self, json_payload): async for attempt in retrying: with attempt: if (num := attempt.retry_state.attempt_number) > 1: - logging.info( - f"Retrying `{self._service_descriptor.name}`, " f"attempt {num}" - ) - return utils.handle_response( - await self._client_async.post( + logging.info(f"Retrying `{self.name}`, " f"attempt {num}") + try: + resp = await (await self._client_async()).post( self._service_descriptor.predict_url, json=json_payload - ), - self.name, - ) + ) + return utils.handle_response(resp, self.name) + # As a special case we invalidate the client in case of certificate + # errors. This has happened in the past and is a defensive measure. + except ssl.SSLError: + self._cached_async_client = None + raise class StubBase(abc.ABC): diff --git a/truss/cli/cli.py b/truss/cli/cli.py index 30e0f00fe..d53d1a024 100644 --- a/truss/cli/cli.py +++ b/truss/cli/cli.py @@ -6,13 +6,14 @@ import time from functools import wraps from pathlib import Path -from typing import Callable, List, Optional, Tuple, Union +from typing import Any, Callable, List, Optional, Tuple, Union import rich import rich.live import rich.logging import rich.spinner import rich.table +import rich.traceback import rich_click as click from InquirerPy import inquirer from rich.console import Console @@ -43,6 +44,7 @@ uses_trt_llm_builder, ) from truss.util.errors import RemoteNetworkError +from truss.util.log_utils import LogInterceptor rich.spinner.SPINNERS["deploying"] = {"interval": 500, "frames": ["👾 ", " 👾"]} rich.spinner.SPINNERS["building"] = {"interval": 500, "frames": ["🛠️ ", " 🛠️"]} @@ -81,6 +83,8 @@ error_console = Console(stderr=True, style="bold red") +is_humanfriendly_log_level = True + def error_handling(f: Callable[..., object]): @wraps(f) @@ -90,7 +94,10 @@ def wrapper(*args, **kwargs): except click.UsageError as e: raise e # You can re-raise the exception or handle it different except Exception as e: - click.secho(f"ERROR ({type(e)}: {e}", fg="red") + if is_humanfriendly_log_level: + click.secho(f"ERROR: {type(e).__name__}: {e}", fg="red") + else: + console.print_exception(show_locals=True) return wrapper @@ -107,11 +114,6 @@ def wrapper(*args, **kwargs): } -def _get_logging_level() -> int: - root_logger = logging.getLogger() - return root_logger.level - - def _set_logging_level(log_level: Union[str, int]) -> None: if isinstance(log_level, str): level = _log_level_str_to_level[log_level] @@ -127,6 +129,8 @@ def _set_logging_level(log_level: Union[str, int]) -> None: else: # Rich handler adds time, levels, file location etc. rich_handler = rich.logging.RichHandler() + global is_humanfriendly_log_level + is_humanfriendly_log_level = False root_logger.handlers = [] # Clear existing handlers root_logger.addHandler(rich_handler) @@ -324,14 +328,16 @@ def watch( tr = _get_truss_from_directory(target_directory=target_directory) model_name = tr.spec.config.model_name if not model_name: - rich.print( + console.print( "🧐 NoneType model_name provided in config.yaml. " "Please check that you have the correct model name in your config file." ) sys.exit(1) service = remote_provider.get_service(model_identifier=ModelName(model_name)) - rich.print(f"🪵 View logs for your deployment at {_format_link(service.logs_url)}") + console.print( + f"🪵 View logs for your deployment at {_format_link(service.logs_url)}" + ) remote_provider.sync_truss_to_dev_version_by_name( model_name, target_directory, console, error_console ) @@ -341,12 +347,24 @@ def watch( class ChainsGroup(click.Group): - def invoke(self, ctx: click.Context) -> None: + _ALIASES = {"deploy": "push"} # Alias `deploy` to push for backwards compat. + + def get_command(self, ctx: click.Context, cmd_name: str) -> Optional[click.Command]: + if cmd_name in self._ALIASES: + cmd_name = self._ALIASES[cmd_name] + + return super().get_command(ctx, cmd_name) + + def list_commands(self, ctx: click.Context) -> List[str]: + commands = super().list_commands(ctx) + return commands + list(self._ALIASES.keys()) + + def invoke(self, ctx: click.Context) -> Any: # This import raises error messages if pydantic v2 or python older than 3.9 # are installed. import truss_chains # noqa: F401 - super().invoke(ctx) + return super().invoke(ctx) @click.group(cls=ChainsGroup) @@ -354,19 +372,31 @@ def chains(): """Subcommands for truss chains""" +def _make_chains_curl_snippet(run_remote_url: str) -> str: + return ( + f"curl -X POST '{run_remote_url}' \\\n" + ' -H "Authorization: Api-Key $BASETEN_API_KEY" \\\n' + " -d ''" + ) + + def _create_chains_table(service) -> Tuple[rich.table.Table, List[str]]: - """Creates a status table e.g. - - Deployments - ╭──────────────────────┬──────────────────────┬────────────────────────────╮ - │ Status │ Chainlet │ Logs URL │ - ├──────────────────────┼──────────────────────┼────────────────────────────┤ - │ 👾 DEPLOYING │ SplitText │ https://app.baseten.co/... │ - │ 👾 DEPLOYING │ GenerateData │ https://app.baseten.co/... │ - │ 👾 DEPLOYING │ MistralLLM │ https://app.baseten.co/... │ - │ 👾 DEPLOYING │ TextToNum │ https://app.baseten.co/... │ - │ 👾 DEPLOYING │ Chain │ https://app.baseten.co/... │ - ╰──────────────────────┴──────────────────────┴────────────────────────────╯ + """Creates a status table similar to: + + ⛓️ ItestChain - Chain ⛓️ + + 🌐 Status page: https://app.baseten.co/chains/p7qrm93v/overview + ╭──────────────────────┬──────────────────────────────┬─────────────────────────────────────────────╮ + │ Status │ Chainlet │ Logs URL │ + ├──────────────────────┼──────────────────────────────┼────────────────────────────────────────────┤ + │ 🛠️ BUILDING │ ItestChain (entrypoint) │ https://app.baseten.co/chains/.../logs/... │ + ├──────────────────────┼──────────────────────────────┼────────────────────────────────────────────┤ + │ 👾 DEPLOYING │ GENERATE_DATA (internal) │ https://app.baseten.co/chains/.../logs/... │ + │ 👾 DEPLOYING │ SplitTextFailOnce (internal) │ https://app.baseten.co/chains/.../logs/... │ + │ 👾 DEPLOYING │ TextReplicator (internal) │ https://app.baseten.co/chains/.../logs/... │ + │ 🛠️ BUILDING │ TextToNum (internal) │ https://app.baseten.co/chains/.../logs/... │ + ╰──────────────────────┴──────────────────────────────┴────────────────────────────────────────────╯ + """ title = ( f"⛓️ {service.name} - Chain ⛓️\n\n " @@ -416,7 +446,7 @@ def _create_chains_table(service) -> Tuple[rich.table.Table, List[str]]: return table, statuses -@chains.command() # type: ignore +@chains.command(name="push") # type: ignore @click.argument("source", type=Path, required=True) @click.argument("entrypoint", type=str, required=False) @click.option( @@ -443,6 +473,17 @@ def _create_chains_table(service) -> Tuple[rich.table.Table, List[str]]: default=True, help="Wait until all chainlets are ready (or deployment failed).", ) +@click.option( + "--watch/--no-watch", + type=bool, + default=False, + help=( + "Watches the chains source code and applies live patches. Using this option " + "will wait for the chain to be deployed (i.e. `--wait` flag is applied), " + "before starting to watch for changes. This option required the deployment " + "to be a development deployment (i.e. `--no-promote` and `--no-publish`." + ), +) @click.option( "--dryrun", type=bool, @@ -467,13 +508,14 @@ def _create_chains_table(service) -> Tuple[rich.table.Table, List[str]]: ) @log_level_option @error_handling -def deploy( +def push_chain( source: Path, entrypoint: Optional[str], name: Optional[str], publish: bool, promote: bool, wait: bool, + watch: bool, dryrun: bool, user_env: Optional[str], remote: Optional[str], @@ -488,10 +530,21 @@ def deploy( """ # These imports are delayed, to handle pydantic v1 envs gracefully. from truss_chains import definitions as chains_def - from truss_chains import deploy as chains_deploy from truss_chains import framework + from truss_chains import remote as chains_remote - console.print("\n") + console.print("") # Print a newline. + + if watch: + if publish or promote: + raise ValueError( + "When using `--watch`, the deployment cannot be published or promoted." + ) + if not wait: + console.print( + "`--watch` is used. Will wait for deployment before watching files." + ) + wait = True if user_env: try: @@ -508,7 +561,7 @@ def deploy( with framework.import_target(source, entrypoint) as entrypoint_cls: chain_name = name or entrypoint_cls.__name__ - options = chains_def.DeploymentOptionsBaseten.create( + options = chains_def.PushOptionsBaseten.create( chain_name=chain_name, promote=promote, publish=publish, @@ -516,18 +569,14 @@ def deploy( user_env=user_env_parsed, remote=remote, ) - service = chains_deploy.deploy_remotely(entrypoint_cls, options) - assert isinstance(service, chains_deploy.BasetenChainService) + service = chains_remote.push(entrypoint_cls, options) + assert isinstance(service, chains_remote.BasetenChainService) console.print("\n") if dryrun: return - run_help_msg = ( - f"curl -X POST '{service.run_remote_url}' \\\n" - ' -H "Authorization: Api-Key $BASETEN_API_KEY" \\\n' - " -d ''" - ) + curl_snippet = _make_chains_curl_snippet(service.run_remote_url) table, statuses = _create_chains_table(service) status_check_wait_sec = 2 @@ -536,10 +585,10 @@ def deploy( success = False num_failed = 0 # Logging inferences with live display (even when using richHandler) - # -> set logging to warning while showing the live status table. - log_level_before = _get_logging_level() - _set_logging_level("W") - with rich.live.Live(table, console=console, refresh_per_second=4) as live: + # -> capture logs and print later. + with LogInterceptor() as log_interceptor, rich.live.Live( + table, console=console, refresh_per_second=4 + ) as live: while True: table, statuses = _create_chains_table(service) live.update(table) @@ -551,27 +600,108 @@ def deploy( elif num_failed := num_services - num_active - num_deploying: break time.sleep(status_check_wait_sec) - _set_logging_level(log_level_before) - # Print must be outside `Live` context. + intercepted_logs = log_interceptor.get_logs() + + # Prints must be outside `Live` context. + if intercepted_logs: + console.print("Logs intercepted during waiting:", style="blue") + for log in intercepted_logs: + console.print(f"\t{log}") if success: console.print("Deployment succeeded.", style="bold green") - console.print(f"You can run the chain with:\n{run_help_msg}") + console.print(f"You can run the chain with:\n{curl_snippet}") + if watch: # Note that this command will print a startup message. + chains_remote.watch( + source, + entrypoint, + name, + remote, + user_env_parsed, + console, + error_console, + ) else: console.print(f"Deployment failed ({num_failed} failures).", style="red") else: console.print(table) console.print( "Once all chainlets are deployed, " - f"you can run the chain with:\n\n{run_help_msg}" + f"you can run the chain with:\n\n{curl_snippet}" ) +@chains.command(name="watch") # type: ignore +@click.argument("source", type=Path, required=True) +@click.argument("entrypoint", type=str, required=False) +@click.option( + "--name", + type=str, + required=False, + help="Name of the chain to be deployed, if not given, the entrypoint name is used.", +) +@click.option( + "--remote", + type=str, + required=False, + help="Name of the remote in .trussrc to push to.", +) +@click.option( + "--user_env", + required=False, + type=str, + help=( + "Key-value-pairs (as JSON str) that can be used to control " + "deployment-specific chainlet behavior." + ), +) +@log_level_option +@error_handling +def watch_chains( + source: Path, + entrypoint: Optional[str], + name: Optional[str], + user_env: Optional[str], + remote: Optional[str], +) -> None: + """ + Watches the chains source code and applies live patches to a development deployment. + + The development deployment must have been deployed before running this command. + + SOURCE: Path to a python file that contains the entrypoint chainlet. + + ENTRYPOINT: Class name of the entrypoint chainlet in source file. May be omitted + if a chainlet definition in SOURCE is tagged with `@chains.mark_entrypoint`. + """ + # These imports are delayed, to handle pydantic v1 envs gracefully. + from truss_chains import remote as chains_remote + + console.print("") # Print a newline. + + if user_env: + try: + user_env_parsed = json.loads(user_env) + except json.JSONDecodeError as e: + raise ValueError( + f"Invalid JSON string for user_env: `{user_env}`.\n" + f"user_env must be a JSON dict with string values and string keys.\n" + 'Example: --user_env \'{"key1": "value1", "key2": "value2"}\'.\n' + f"Error: {e}" + ) + else: + user_env_parsed = {} + + chains_remote.watch( + source, entrypoint, name, remote, user_env_parsed, console, error_console + ) + + @chains.command(name="init") # type: ignore @click.argument("directory", type=Path, required=False) @log_level_option @error_handling -def chains_init( +def init_chain( directory: Optional[Path], ) -> None: """ @@ -597,10 +727,10 @@ def chains_init( default="my_chain.py", ).execute() filepath = directory / str(filename).strip() - rich.print(f"Creating and populating {filepath}...\n") + console.print(f"Creating and populating {filepath}...\n") source_code = _load_example_chainlet_code() filepath.write_text(source_code) - rich.print( + console.print( "Next steps:\n", f"💻 Run [bold green]`python {filepath}`[/bold green] for local debug " "execution.\n" @@ -760,7 +890,7 @@ def predict( # Log deployment ID for Baseten models. if isinstance(service, BasetenService): - rich.print( + console.print( f"Calling predict on {'[cyan]development[/cyan] ' if service.is_draft else ''}" f"deployment ID {service.model_version_id}..." ) @@ -770,7 +900,7 @@ def predict( for chunk in result: click.echo(chunk, nl=False) return - rich.print_json(data=result) + console.print_json(data=result) @truss_cli.command() @@ -999,7 +1129,9 @@ def push( ) console.print(promotion_text, style="green") - rich.print(f"🪵 View logs for your deployment at {_format_link(service.logs_url)}") + console.print( + f"🪵 View logs for your deployment at {_format_link(service.logs_url)}" + ) if wait: start_time = time.time() with console.status("[bold green]Deploying...") as status: diff --git a/truss/patch/calc_patch.py b/truss/patch/calc_patch.py index fb368b4ef..97ab43351 100644 --- a/truss/patch/calc_patch.py +++ b/truss/patch/calc_patch.py @@ -89,6 +89,7 @@ def _under_unsupported_patch_dir(path: str) -> bool: return _strictly_under(path, [data_dir_path]) patches = [] + for path in changed_paths["removed"]: if _strictly_under(path, [model_module_path]): logger.info(f"Created patch to remove model code file: {path}") diff --git a/truss/remote/baseten/api.py b/truss/remote/baseten/api.py index d9dedc942..8bdbb6e2f 100644 --- a/truss/remote/baseten/api.py +++ b/truss/remote/baseten/api.py @@ -268,25 +268,52 @@ def get_chains(self): resp = self._post_graphql_query(query_string) return resp["data"]["chains"] + def get_chain_deployments(self, chain_id: str): + query_string = f""" + {{ + chain(id: "{chain_id}") {{ + deployments {{ + id + created + is_draft + }} + }} + }} + """ + resp = self._post_graphql_query(query_string) + return resp["data"]["chain"]["deployments"] + def get_chainlets_by_deployment_id(self, chain_deployment_id: str): query_string = f""" {{ chain_deployment(id:"{chain_deployment_id}") {{ - chainlets{{ + chainlets {{ name id is_entrypoint + oracle {{ + id + name + }} oracle_version {{ + id + is_draft current_model_deployment_status {{ status }} }} - }} + }} + chain {{ + id + }} }} }} """ resp = self._post_graphql_query(query_string) - return resp["data"]["chain_deployment"]["chainlets"] + chainlets = resp["data"]["chain_deployment"]["chainlets"] + for chainlet in chainlets: + chainlet["chain"] = {"id": resp["data"]["chain_deployment"]["chain"]["id"]} + return chainlets def models(self): query_string = """ @@ -357,8 +384,12 @@ def get_model_version_by_id(self, model_version_id: str): {{ model_version(id: "{model_version_id}") {{ id + is_draft + truss_hash + truss_signature oracle{{ id + name }} }} }} @@ -384,7 +415,10 @@ def patch_draft_truss(self, model_name, patch_request): }} """ resp = self._post_graphql_query(query_string) - return resp["data"]["patch_draft_truss"] + result = resp["data"]["patch_draft_truss"] + if not result["succeeded"]: + logging.debug(f"Unsuccessful response: {result}") + return result def get_deployment(self, model_id: str, deployment_id: str) -> Any: headers = self._auth_token.header() diff --git a/truss/remote/baseten/core.py b/truss/remote/baseten/core.py index 5d16bfd70..d839068f0 100644 --- a/truss/remote/baseten/core.py +++ b/truss/remote/baseten/core.py @@ -1,3 +1,4 @@ +import datetime import logging import typing from typing import IO, List, Optional, Tuple @@ -60,6 +61,19 @@ def get_chain_id_by_name(api: BasetenApi, chain_name: str) -> Optional[str]: return chain_name_id_mapping.get(chain_name) +def get_dev_chain_deployment(api: BasetenApi, chain_id: str): + chain_deployments = api.get_chain_deployments(chain_id) + dev_deployments = [ + deployment for deployment in chain_deployments if deployment["is_draft"] + ] + if not dev_deployments: + return None + newest_draft_deployment = max( + dev_deployments, key=lambda d: datetime.datetime.fromisoformat(d["created"]) + ) + return newest_draft_deployment + + def create_chain( api: BasetenApi, chain_id: Optional[str], diff --git a/truss/remote/baseten/custom_types.py b/truss/remote/baseten/custom_types.py index 0a5db5e88..8fbc52833 100644 --- a/truss/remote/baseten/custom_types.py +++ b/truss/remote/baseten/custom_types.py @@ -6,8 +6,11 @@ class DeployedChainlet(pydantic.BaseModel): name: str is_entrypoint: bool + is_draft: bool status: str logs_url: str + oracle_predict_url: str + oracle_name: str class ChainletData(pydantic.BaseModel): diff --git a/truss/remote/baseten/error.py b/truss/remote/baseten/error.py index 6cb163bd6..2c591b16b 100644 --- a/truss/remote/baseten/error.py +++ b/truss/remote/baseten/error.py @@ -21,3 +21,7 @@ class AuthorizationError(Error): """Raised in places where the user needs to be logged in and is not.""" pass + + +class RemoteError(Error): + pass diff --git a/truss/remote/baseten/remote.py b/truss/remote/baseten/remote.py index f7ea11651..d203bb605 100644 --- a/truss/remote/baseten/remote.py +++ b/truss/remote/baseten/remote.py @@ -4,15 +4,13 @@ from pathlib import Path from typing import TYPE_CHECKING, List, NamedTuple, Optional, Tuple -import click -import rich import yaml from requests import ReadTimeout if TYPE_CHECKING: from rich import console as rich_console from truss.local.local_config_handler import LocalConfigHandler -from truss.remote.baseten import custom_types as b10_types +from truss.remote.baseten import custom_types from truss.remote.baseten.api import BasetenApi from truss.remote.baseten.auth import AuthService from truss.remote.baseten.core import ( @@ -32,8 +30,8 @@ get_prod_version_from_versions, upload_truss, ) -from truss.remote.baseten.error import ApiError -from truss.remote.baseten.service import BasetenService +from truss.remote.baseten.error import ApiError, RemoteError +from truss.remote.baseten.service import BasetenService, URLConfig from truss.remote.baseten.utils.transfer import base64_encoded_json_str from truss.remote.truss_remote import TrussRemote from truss.truss_config import ModelServer @@ -66,7 +64,7 @@ def api(self) -> BasetenApi: def create_chain( self, chain_name: str, - chainlets: List[b10_types.ChainletData], + chainlets: List[custom_types.ChainletData], publish: bool = False, promote: bool = False, ) -> ChainDeploymentHandle: @@ -84,8 +82,36 @@ def create_chain( is_draft=not publish, ) - def get_chainlets(self, chain_deployment_id: str) -> List[dict]: - return self._api.get_chainlets_by_deployment_id(chain_deployment_id) + def get_chainlets( + self, chain_deployment_id: str + ) -> List[custom_types.DeployedChainlet]: + return [ + custom_types.DeployedChainlet( + name=chainlet["name"], + is_entrypoint=chainlet["is_entrypoint"], + is_draft=chainlet["oracle_version"]["is_draft"], + status=chainlet["oracle_version"]["current_model_deployment_status"][ + "status" + ], + logs_url=URLConfig.chainlet_logs_url( + self.remote_url, + chainlet["chain"]["id"], + chain_deployment_id, + chainlet["id"], + ), + oracle_predict_url=URLConfig.invocation_url( + self._api.rest_api_url, + URLConfig.MODEL, + chainlet["oracle"]["id"], + chainlet["oracle_version"]["id"], + chainlet["oracle_version"]["is_draft"], + ), + oracle_name=chainlet["oracle"]["name"], + ) + for chainlet in self._api.get_chainlets_by_deployment_id( + chain_deployment_id + ) + ] def push( # type: ignore self, @@ -96,7 +122,7 @@ def push( # type: ignore promote: bool = False, preserve_previous_prod_deployment: bool = False, deployment_name: Optional[str] = None, - origin: Optional[b10_types.ModelOrigin] = None, + origin: Optional[custom_types.ModelOrigin] = None, ) -> BasetenService: if model_name.isspace(): raise ValueError("Model name cannot be empty") @@ -165,7 +191,7 @@ def _get_matching_version(model_versions: List[dict], published: bool) -> dict: # Return the development model version. dev_version = get_dev_version_from_versions(model_versions) if not dev_version: - raise click.UsageError( + raise RemoteError( "No development model found. Run `truss push` then try again." ) return dev_version @@ -173,7 +199,7 @@ def _get_matching_version(model_versions: List[dict], published: bool) -> dict: # Return the production deployment version. prod_version = get_prod_version_from_versions(model_versions) if not prod_version: - raise click.UsageError( + raise RemoteError( "No production model found. Run `truss push --publish` then try again." ) return prod_version @@ -186,9 +212,7 @@ def _get_service_url_path_and_model_ids( try: model_version = api.get_model_version_by_id(model_identifier.value) except ApiError: - raise click.UsageError( - f"Model version {model_identifier.value} not found." - ) + raise RemoteError(f"Model version {model_identifier.value} not found.") model_version_id = model_version["model_version"]["id"] model_id = model_version["model_version"]["oracle"]["id"] service_url_path = f"/model_versions/{model_version_id}" @@ -207,13 +231,13 @@ def _get_service_url_path_and_model_ids( try: model = api.get_model_by_id(model_identifier.value) except ApiError: - raise click.UsageError(f"Model {model_identifier.value} not found.") + raise RemoteError(f"Model {model_identifier.value} not found.") model_id = model["model"]["id"] model_version_id = model["model"]["primary_version"]["id"] service_url_path = f"/models/{model_id}" else: # Model identifier is of invalid type. - raise click.UsageError( + raise RemoteError( "You must either be inside of a Truss directory, or provide " "--model-deployment or --model options." ) @@ -254,7 +278,7 @@ def sync_truss_to_dev_version_by_name( # verify that development deployment exists for given model name dev_version = get_dev_version(self._api, model_name) # pylint: disable=protected-access if not dev_version: - raise click.UsageError( + raise RemoteError( "No development model found. Run `truss push` then try again." ) @@ -270,10 +294,10 @@ def watch_filter(_, path): # disable watchfiles logger logging.getLogger("watchfiles.main").disabled = True - rich.print(f"🚰 Attempting to sync truss at '{watch_path}' with remote") + console.print(f"🚰 Attempting to sync truss at '{watch_path}' with remote") self.patch(watch_path, truss_ignore_patterns, console, error_console) - rich.print(f"👀 Watching for changes to truss at '{watch_path}' ...") + console.print(f"👀 Watching for changes to truss at '{watch_path}' ...") for _ in watch(watch_path, watch_filter=watch_filter, raise_interrupt=False): self.patch(watch_path, truss_ignore_patterns, console, error_console) @@ -285,12 +309,12 @@ def _patch( ) -> PatchResult: try: truss_handle = TrussHandle(watch_path) - except yaml.parser.ParserError: - return PatchResult(PatchStatus.FAILED, "Unable to parse config file.") - except ValueError: + except yaml.parser.ParserError as e: + return PatchResult(PatchStatus.FAILED, f"Unable to parse config file. {e}") + except ValueError as e: return PatchResult( PatchStatus.FAILED, - f"Error when reading truss from directory {watch_path}.", + f"Error when reading truss from directory {watch_path}. {e}", ) model_name = truss_handle.spec.config.model_name @@ -316,8 +340,8 @@ def _patch( LocalConfigHandler.add_signature(truss_hash, truss_signature) try: patch_request = truss_handle.calc_patch(truss_hash, truss_ignore_patterns) - except Exception: - return PatchResult(PatchStatus.FAILED, "Failed to calculate patch.") + except Exception as e: + return PatchResult(PatchStatus.FAILED, f"Failed to calculate patch. {e}") if not patch_request: return PatchResult( PatchStatus.FAILED, @@ -355,8 +379,8 @@ def _patch( ) else: message = ( - f"Failed to patch: `{resp['error']}`. " - "Model left in original state" + f"Failed to patch. Server error: `{resp['error']}`. " + "Model left in original state." ) return PatchResult(PatchStatus.FAILED, message) else: @@ -375,11 +399,15 @@ def patch( console: "rich_console.Console", error_console: "rich_console.Console", ): - result = self._patch( - watch_path, - truss_ignore_patterns, - ) + result = self._patch(watch_path, truss_ignore_patterns) if result.status in (PatchStatus.SUCCESS, PatchStatus.SKIPPED): console.print(result.message, style="green") else: error_console.print(result.message) + + def patch_for_chainlet( + self, + watch_path: Path, + truss_ignore_patterns: List[str], + ) -> PatchResult: + return self._patch(watch_path, truss_ignore_patterns, console=None) diff --git a/truss/remote/baseten/service.py b/truss/remote/baseten/service.py index 16095c6fd..2954ef9b0 100644 --- a/truss/remote/baseten/service.py +++ b/truss/remote/baseten/service.py @@ -31,30 +31,61 @@ def _add_model_subdomain(rest_api_url: str, model_subdomain: str) -> str: class URLConfig(enum.Enum): class Data(NamedTuple): prefix: str - endpoint: str - - MODEL = Data("model", "predict") - CHAIN = Data("chain", "run_remote") - - -# Create unified module / interface for all URLs, models, chains, logs, status page... -def make_invocation_url( - api_url: str, - config: URLConfig, - entity_id: str, - entity_version_id: str, - is_draft, -) -> str: - """Get the URL for the predict/run_remote endpoint.""" - # E.g. `https://api.baseten.co` -> `https://model-{model_id}.api.baseten.co` - url = _add_model_subdomain(api_url, f"{config.value.prefix}-{entity_id}") - if is_draft: - # "https://model-{model_id}.api.baseten.co/development". - url = f"{url}/development/{config.value.endpoint}" - else: - # "https://model-{model_id}.api.baseten.co/deployment/{deployment_id}". - url = f"{url}/deployment/{entity_version_id}/{config.value.endpoint}" - return url + invoke_endpoint: str + app_endpoint: str + + MODEL = Data("model", "predict", "models") + CHAIN = Data("chain", "run_remote", "chains") + + @staticmethod + def invocation_url( + api_url: str, # E.g. https://api.baseten.co + config: "URLConfig", + entity_id: str, + entity_version_id: str, + is_draft, + ) -> str: + """Get the URL for the predict/run_remote endpoint.""" + # E.g. `https://api.baseten.co` -> `https://model-{model_id}.api.baseten.co` + url = _add_model_subdomain(api_url, f"{config.value.prefix}-{entity_id}") + if is_draft: + # "https://model-{model_id}.api.baseten.co/development". + url = f"{url}/development/{config.value.invoke_endpoint}" + else: + # "https://model-{model_id}.api.baseten.co/deployment/{deployment_id}". + url = f"{url}/deployment/{entity_version_id}/{config.value.invoke_endpoint}" + return url + + @staticmethod + def status_page_url( + app_url: str, # E.g. https://app.baseten.co/ + config: "URLConfig", + entity_id: str, + ) -> str: + return f"{app_url}/{config.value.app_endpoint}/{entity_id}/overview" + + @staticmethod + def model_logs_url( + app_url: str, # E.g. https://app.baseten.co/ + model_id: str, + model_version_id: str, + ) -> str: + return ( + f"{app_url}/{URLConfig.MODEL.value.app_endpoint}/{model_id}/logs/" + f"{model_version_id}" + ) + + @staticmethod + def chainlet_logs_url( + app_url: str, # E.g. https://app.baseten.co/ + chain_id: str, + chain_deployment_id: str, + chainlet_id: str, + ) -> str: + return ( + f"{app_url}/{URLConfig.CHAIN.value.app_endpoint}/{chain_id}/logs/" + f"{chain_deployment_id}/{chainlet_id}" + ) class BasetenService(TrussService): @@ -132,15 +163,14 @@ def authenticate(self) -> dict: @property def logs_url(self) -> str: - return ( - f"{self._api.app_url}/models/{self._model_id}/" - f"logs/{self._model_version_id}" + return URLConfig.model_logs_url( + self._api.app_url, self.model_id, self.model_version_id ) @property def predict_url(self) -> str: - return make_invocation_url( - self._api.app_url, + return URLConfig.invocation_url( + self._api.rest_api_url, URLConfig.MODEL, self.model_id, self._model_version_id, diff --git a/truss/templates/control/control/helpers/truss_patch/requirement_name_identifier.py b/truss/templates/control/control/helpers/truss_patch/requirement_name_identifier.py index 8115e0d82..8042ebe63 100644 --- a/truss/templates/control/control/helpers/truss_patch/requirement_name_identifier.py +++ b/truss/templates/control/control/helpers/truss_patch/requirement_name_identifier.py @@ -13,4 +13,4 @@ def identify_requirement_name(req: str) -> str: def reqs_by_name(reqs: List[str]) -> Dict[str, str]: - return {identify_requirement_name(req): req for req in reqs} + return {identify_requirement_name(req): req for req in reqs if req.strip()} diff --git a/truss/tests/remote/baseten/test_remote.py b/truss/tests/remote/baseten/test_remote.py index 96df1b6b6..43d08b207 100644 --- a/truss/tests/remote/baseten/test_remote.py +++ b/truss/tests/remote/baseten/test_remote.py @@ -1,7 +1,7 @@ -import click import pytest import requests_mock from truss.remote.baseten.core import ModelId, ModelName, ModelVersionId +from truss.remote.baseten.error import RemoteError from truss.remote.baseten.remote import BasetenRemote from truss.truss_handle import TrussHandle @@ -39,7 +39,7 @@ def test_get_service_by_version_id_no_version(): _TEST_REMOTE_GRAPHQL_PATH, json=model_version_response, ) - with pytest.raises(click.UsageError): + with pytest.raises(RemoteError): remote.get_service(model_identifier=ModelVersionId("version_id")) @@ -113,7 +113,7 @@ def test_get_service_by_model_name_no_dev_version(): # Since no development version exists, calling get_service with # published=False should raise an error. - with pytest.raises(click.UsageError): + with pytest.raises(RemoteError): remote.get_service( model_identifier=ModelName("model_name"), published=False ) @@ -143,7 +143,7 @@ def test_get_service_by_model_name_no_prod_version(): # Since no production version exists, calling get_service with # published=True should raise an error. - with pytest.raises(click.UsageError): + with pytest.raises(RemoteError): remote.get_service(model_identifier=ModelName("model_name"), published=True) # Check that the development version is returned when published is False. @@ -186,7 +186,7 @@ def test_get_service_by_model_id_no_model(): _TEST_REMOTE_GRAPHQL_PATH, json=model_response, ) - with pytest.raises(click.UsageError): + with pytest.raises(RemoteError): remote.get_service(model_identifier=ModelId("model_id")) diff --git a/truss/tests/remote/baseten/test_service.py b/truss/tests/remote/baseten/test_service.py new file mode 100644 index 000000000..bf7dc44d9 --- /dev/null +++ b/truss/tests/remote/baseten/test_service.py @@ -0,0 +1,59 @@ +from truss.remote.baseten import service + + +def test_model_invocation_url_prod(): + url = service.URLConfig.invocation_url( + "https://api.baseten.co", service.URLConfig.MODEL, "123", "789", is_draft=False + ) + assert url == "https://model-123.api.baseten.co/deployment/789/predict" + + +def test_model_invocation_url_draft(): + url = service.URLConfig.invocation_url( + "https://api.baseten.co", service.URLConfig.MODEL, "123", "789", is_draft=True + ) + assert url == "https://model-123.api.baseten.co/development/predict" + + +def test_chain_invocation_url_prod(): + url = service.URLConfig.invocation_url( + "https://api.baseten.co", service.URLConfig.CHAIN, "abc", "666", is_draft=False + ) + assert url == "https://chain-abc.api.baseten.co/deployment/666/run_remote" + + +def test_chain_invocation_url_draft(): + url = service.URLConfig.invocation_url( + "https://api.baseten.co", service.URLConfig.CHAIN, "abc", "666", is_draft=True + ) + assert url == "https://chain-abc.api.baseten.co/development/run_remote" + + +def test_model_status_page_url(): + url = service.URLConfig.status_page_url( + "https://app.baseten.co", + service.URLConfig.MODEL, + "123", + ) + assert url == "https://app.baseten.co/models/123/overview" + + +def test_chain_status_page_url(): + url = service.URLConfig.status_page_url( + "https://app.baseten.co", + service.URLConfig.CHAIN, + "abc", + ) + assert url == "https://app.baseten.co/chains/abc/overview" + + +def test_model_logs_url(): + url = service.URLConfig.model_logs_url("https://app.baseten.co", "123", "789") + assert url == "https://app.baseten.co/models/123/logs/789" + + +def test_chain_logs_url(): + url = service.URLConfig.chainlet_logs_url( + "https://app.baseten.co", "abc", "666", "543" + ) + assert url == "https://app.baseten.co/chains/abc/logs/666/543" diff --git a/truss/tests/templates/control/control/helpers/test_requirement_name_identifier.py b/truss/tests/templates/control/control/helpers/test_requirement_name_identifier.py index 28ea00c78..21e1605c6 100644 --- a/truss/tests/templates/control/control/helpers/test_requirement_name_identifier.py +++ b/truss/tests/templates/control/control/helpers/test_requirement_name_identifier.py @@ -29,6 +29,7 @@ def test_identify_requirement_name(req, expected_name): def test_reqs_by_name(): reqs = [ "pytorch", + " ", "jinja==1.0", ] assert reqs_by_name(reqs) == {"pytorch": "pytorch", "jinja": "jinja==1.0"} diff --git a/truss/truss_config.py b/truss/truss_config.py index fa09d2ff4..7958c75fa 100644 --- a/truss/truss_config.py +++ b/truss/truss_config.py @@ -499,7 +499,7 @@ class TrussConfig: base_image: Optional[BaseImage] = None model_cache: ModelCache = field(default_factory=ModelCache) trt_llm: Optional[TRTLLMConfiguration] = None - build_commands: Optional[List[str]] = field(default_factory=list) + build_commands: List[str] = field(default_factory=list) @property def canonical_python_version(self) -> str: diff --git a/truss/util/log_utils.py b/truss/util/log_utils.py new file mode 100644 index 000000000..eb7fa114e --- /dev/null +++ b/truss/util/log_utils.py @@ -0,0 +1,52 @@ +import logging +import threading +from typing import List, Optional + + +# TODO: add test. +class LogInterceptor(logging.Handler): + """This context manager intercepts logs at root level and allows to retrieve them + later. It uses the formatter of the first root handler (if present). + + Specifically it allows different threads to each have an instance of this context + manager and keeping the logs separated between the threads. + Note that this is different from a single instance being used by multiple threads. + """ + + _formatter: Optional[logging.Formatter] + _original_handlers: List[logging.Handler] + _log_messages: List[str] + _thread_local = threading.local() + + def __init__(self) -> None: + super().__init__() + self._formatter = None + self._log_messages = [] + self._original_handlers = [] + + def __enter__(self) -> "LogInterceptor": + if not hasattr(LogInterceptor._thread_local, "handlers"): + LogInterceptor._thread_local.handlers = [] + LogInterceptor._thread_local.handlers.append(self) + self._original_handlers = logging.root.handlers[:] + logging.root.handlers = [self] + self._formatter = ( + logging.root.handlers[0].formatter if logging.root.handlers else None + ) + return self + + def __exit__(self, exc_type, exc_value, traceback) -> None: + logging.root.handlers = self._original_handlers + LogInterceptor._thread_local.handlers.pop() + + def emit(self, record: logging.LogRecord) -> None: + if hasattr(LogInterceptor._thread_local, "handlers"): + current_handler = LogInterceptor._thread_local.handlers[-1] + if self._formatter: + formatted_record = self._formatter.format(record) + else: + formatted_record = self.format(record) + current_handler._log_messages.append(formatted_record) + + def get_logs(self) -> List[str]: + return self._log_messages