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Note that this is required for TRTLLM backend re-build COPY lib/bindings /workspace/lib/bindings RUN cd lib/bindings/c/ && \ @@ -165,7 +168,10 @@ RUN mkdir /opt/dynemo && \ uv venv /opt/dynemo/venv --python 3.12 && \ source /opt/dynemo/venv/bin/activate && \ uv build --wheel --out-dir /workspace/dist && \ - uv pip install /workspace/dist/dynemo*cp312*.whl + uv pip install /workspace/dist/dynemo*cp312*.whl && \ + cd /workspace/deploy/dynemo/sdk && \ + uv build --wheel --out-dir /workspace/dist && \ + uv pip install /workspace/dist/dynemo_sdk*any.whl # Package the bindings RUN mkdir -p /opt/dynemo/bindings/wheels && \ @@ -177,7 +183,9 @@ RUN mkdir -p /opt/dynemo/bindings/wheels && \ # Install dynemo.runtime and dynemo.llm wheels globally in container for tests that # currently run without virtual environment activated. # TODO: In future, we may use a virtualenv for everything and remove this. -RUN pip install /opt/dynemo/bindings/wheels/dynemo*cp312*.whl +RUN cd /opt/dynemo/bindings/wheels && \ + pip install dynemo*cp312*.whl && \ + pip install /workspace/dist/dynemo_sdk*any.whl # Copy everything in after ginstall steps to avoid re-running build/install # commands on unrelated changes in other dirs. diff --git a/container/Dockerfile.vllm b/container/Dockerfile.vllm index 9e8e085b4837..d0cd1ed23799 100644 --- a/container/Dockerfile.vllm +++ b/container/Dockerfile.vllm @@ -100,10 +100,14 @@ COPY lib/bindings /workspace/lib/bindings RUN cd lib/bindings/c && \ cargo build --release --locked && cargo doc --no-deps +COPY deploy/dynemo/sdk /workspace/deploy/dynemo/sdk # Build dynemo wheel RUN source /opt/dynemo/venv/bin/activate && \ uv build --wheel --out-dir /workspace/dist && \ - uv pip install /workspace/dist/dynemo*cp312*.whl + uv pip install /workspace/dist/dynemo*cp312*.whl && \ + cd /workspace/deploy/dynemo/sdk && \ + uv build --wheel --out-dir /workspace/dist && \ + uv pip install /workspace/dist/dynemo_sdk*any.whl # Package the bindings RUN mkdir -p /opt/dynemo/bindings/wheels && \ diff --git a/container/Dockerfile.vllm_nixl b/container/Dockerfile.vllm_nixl index bdf4f5a3109c..ae922768626b 100644 --- a/container/Dockerfile.vllm_nixl +++ b/container/Dockerfile.vllm_nixl @@ -230,10 +230,14 @@ COPY lib/bindings /workspace/lib/bindings RUN cd lib/bindings/c && \ cargo build --release --locked && cargo doc --no-deps +COPY deploy/dynemo/sdk /workspace/deploy/dynemo/sdk # Build dynemo wheel RUN source /opt/dynemo/venv/bin/activate && \ uv build --wheel --out-dir /workspace/dist && \ - uv pip install /workspace/dist/dynemo*cp312*.whl + uv pip install /workspace/dist/dynemo*cp312*.whl && \ + cd /workspace/deploy/dynemo/sdk && \ + uv build --wheel --out-dir /workspace/dist && \ + uv pip install /workspace/dist/dynemo_sdk*any.whl # Package the bindings RUN mkdir -p /opt/dynemo/bindings/wheels && \ @@ -248,6 +252,7 @@ ENV VLLM_KV_CAPI_PATH="/opt/dynemo/bindings/lib/libdynemo_llm_capi.so" # FIXME: Copy more specific folders in for dev/debug after directory restructure COPY . /workspace + # FIXME: May want a modification with dynemo-distributed banner on entry ENTRYPOINT ["/opt/nvidia/nvidia_entrypoint.sh"] diff --git a/container/deps/requirements.test.txt b/container/deps/requirements.test.txt index 7872e91db6f6..c3a57fb0a78c 100644 --- a/container/deps/requirements.test.txt +++ b/container/deps/requirements.test.txt @@ -21,3 +21,5 @@ pytest-cov pytest-md-report pytest-mypy pytest-timeout +# add types library stub for PyYAML +types-PyYAML diff --git a/deploy/compoundai/sdk/uv.lock b/deploy/compoundai/sdk/uv.lock deleted file mode 100644 index 418057a9f6de..000000000000 --- a/deploy/compoundai/sdk/uv.lock +++ /dev/null @@ -1,1160 +0,0 @@ -version = 1 -revision = 1 -requires-python = "==3.10.*" - -[[package]] -name = "a2wsgi" -version = "1.10.8" -source = { registry = "https://pypi.org/simple" } -dependencies = [ - { name = "typing-extensions" }, -] -sdist = { url = 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diff --git a/deploy/compoundai/api-server/api/controllers/user.go b/deploy/dynemo/api-server/api/controllers/user.go similarity index 100% rename from deploy/compoundai/api-server/api/controllers/user.go rename to deploy/dynemo/api-server/api/controllers/user.go diff --git a/deploy/compoundai/api-server/api/controllers/version.go b/deploy/dynemo/api-server/api/controllers/version.go similarity index 100% rename from deploy/compoundai/api-server/api/controllers/version.go rename to deploy/dynemo/api-server/api/controllers/version.go diff --git a/deploy/compoundai/api-server/api/converters/base.go b/deploy/dynemo/api-server/api/converters/base.go similarity index 100% rename from deploy/compoundai/api-server/api/converters/base.go rename to deploy/dynemo/api-server/api/converters/base.go diff --git a/deploy/compoundai/api-server/api/converters/cluster.go b/deploy/dynemo/api-server/api/converters/cluster.go similarity index 100% rename from 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a/deploy/compoundai/api-server/api/services/k8s.go b/deploy/dynemo/api-server/api/services/k8s.go similarity index 100% rename from deploy/compoundai/api-server/api/services/k8s.go rename to deploy/dynemo/api-server/api/services/k8s.go diff --git a/deploy/compoundai/api-server/api/services/k8s_informers.go b/deploy/dynemo/api-server/api/services/k8s_informers.go similarity index 100% rename from deploy/compoundai/api-server/api/services/k8s_informers.go rename to deploy/dynemo/api-server/api/services/k8s_informers.go diff --git a/deploy/compoundai/api-server/docker-compose.yaml b/deploy/dynemo/api-server/docker-compose.yaml similarity index 100% rename from deploy/compoundai/api-server/docker-compose.yaml rename to deploy/dynemo/api-server/docker-compose.yaml diff --git a/deploy/compoundai/api-server/docs/data_model.md b/deploy/dynemo/api-server/docs/data_model.md similarity index 100% rename from deploy/compoundai/api-server/docs/data_model.md rename to 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a/deploy/compoundai/api-server/tests/integration/fixtures/schemas.go b/deploy/dynemo/api-server/tests/integration/fixtures/schemas.go similarity index 100% rename from deploy/compoundai/api-server/tests/integration/fixtures/schemas.go rename to deploy/dynemo/api-server/tests/integration/fixtures/schemas.go diff --git a/deploy/compoundai/api-server/tests/integration/fixtures/schemasv2.go b/deploy/dynemo/api-server/tests/integration/fixtures/schemasv2.go similarity index 100% rename from deploy/compoundai/api-server/tests/integration/fixtures/schemasv2.go rename to deploy/dynemo/api-server/tests/integration/fixtures/schemasv2.go diff --git a/deploy/compoundai/operator/.dockerignore b/deploy/dynemo/operator/.dockerignore similarity index 100% rename from deploy/compoundai/operator/.dockerignore rename to deploy/dynemo/operator/.dockerignore diff --git a/deploy/compoundai/operator/.gitignore b/deploy/dynemo/operator/.gitignore similarity index 100% rename from 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a/deploy/compoundai/operator/api/compoundai/modelschemas/docker_registry.go b/deploy/dynemo/operator/api/compoundai/modelschemas/docker_registry.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/docker_registry.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/docker_registry.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/event.go b/deploy/dynemo/operator/api/compoundai/modelschemas/event.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/event.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/event.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/kube_pod.go b/deploy/dynemo/operator/api/compoundai/modelschemas/kube_pod.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/kube_pod.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/kube_pod.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/label.go b/deploy/dynemo/operator/api/compoundai/modelschemas/label.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/label.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/label.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/member.go b/deploy/dynemo/operator/api/compoundai/modelschemas/member.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/member.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/member.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/model.go b/deploy/dynemo/operator/api/compoundai/modelschemas/model.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/model.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/model.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/organization.go 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b/deploy/dynemo/operator/api/compoundai/modelschemas/tag.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/tag.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/tag.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/terminal_record.go b/deploy/dynemo/operator/api/compoundai/modelschemas/terminal_record.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/terminal_record.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/terminal_record.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/user.go b/deploy/dynemo/operator/api/compoundai/modelschemas/user.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/user.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/user.go diff --git a/deploy/compoundai/operator/api/compoundai/modelschemas/yatai_component.go b/deploy/dynemo/operator/api/compoundai/modelschemas/yatai_component.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/modelschemas/yatai_component.go rename to deploy/dynemo/operator/api/compoundai/modelschemas/yatai_component.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/api_token.go b/deploy/dynemo/operator/api/compoundai/schemasv1/api_token.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/api_token.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/api_token.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/base.go b/deploy/dynemo/operator/api/compoundai/schemasv1/base.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/base.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/base.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/bento.go b/deploy/dynemo/operator/api/compoundai/schemasv1/bento.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/bento.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/bento.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/bento_repository.go b/deploy/dynemo/operator/api/compoundai/schemasv1/bento_repository.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/bento_repository.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/bento_repository.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/cluster.go b/deploy/dynemo/operator/api/compoundai/schemasv1/cluster.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/cluster.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/cluster.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/cluster_member.go b/deploy/dynemo/operator/api/compoundai/schemasv1/cluster_member.go similarity index 100% rename from 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from deploy/compoundai/operator/api/compoundai/schemasv1/deployment_target.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/deployment_target.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/event.go b/deploy/dynemo/operator/api/compoundai/schemasv1/event.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/event.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/event.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/kube_pod.go b/deploy/dynemo/operator/api/compoundai/schemasv1/kube_pod.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/kube_pod.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/kube_pod.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/kube_resource.go b/deploy/dynemo/operator/api/compoundai/schemasv1/kube_resource.go similarity index 100% rename from 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a/deploy/compoundai/operator/api/compoundai/schemasv1/organization.go b/deploy/dynemo/operator/api/compoundai/schemasv1/organization.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/organization.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/organization.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/organization_member.go b/deploy/dynemo/operator/api/compoundai/schemasv1/organization_member.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/organization_member.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/organization_member.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/q.go b/deploy/dynemo/operator/api/compoundai/schemasv1/q.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/q.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/q.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/resource.go b/deploy/dynemo/operator/api/compoundai/schemasv1/resource.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/resource.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/resource.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/subscription.go b/deploy/dynemo/operator/api/compoundai/schemasv1/subscription.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/subscription.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/subscription.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/terminal_record.go b/deploy/dynemo/operator/api/compoundai/schemasv1/terminal_record.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/terminal_record.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/terminal_record.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/upload.go b/deploy/dynemo/operator/api/compoundai/schemasv1/upload.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/upload.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/upload.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/user.go b/deploy/dynemo/operator/api/compoundai/schemasv1/user.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/user.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/user.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/version.go b/deploy/dynemo/operator/api/compoundai/schemasv1/version.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/version.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/version.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/websocket.go b/deploy/dynemo/operator/api/compoundai/schemasv1/websocket.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/websocket.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/websocket.go diff --git a/deploy/compoundai/operator/api/compoundai/schemasv1/yatai_component.go b/deploy/dynemo/operator/api/compoundai/schemasv1/yatai_component.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/schemasv1/yatai_component.go rename to deploy/dynemo/operator/api/compoundai/schemasv1/yatai_component.go diff --git a/deploy/compoundai/operator/api/compoundai/yatai-client/client.go b/deploy/dynemo/operator/api/compoundai/yatai-client/client.go similarity index 100% rename from deploy/compoundai/operator/api/compoundai/yatai-client/client.go rename to deploy/dynemo/operator/api/compoundai/yatai-client/client.go diff --git a/deploy/compoundai/operator/api/v1alpha1/common.go b/deploy/dynemo/operator/api/v1alpha1/common.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/common.go rename to deploy/dynemo/operator/api/v1alpha1/common.go diff --git a/deploy/compoundai/operator/api/v1alpha1/compoundaideployment_types.go b/deploy/dynemo/operator/api/v1alpha1/compoundaideployment_types.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/compoundaideployment_types.go rename to deploy/dynemo/operator/api/v1alpha1/compoundaideployment_types.go diff --git a/deploy/compoundai/operator/api/v1alpha1/compoundainim_types.go b/deploy/dynemo/operator/api/v1alpha1/compoundainim_types.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/compoundainim_types.go rename to deploy/dynemo/operator/api/v1alpha1/compoundainim_types.go diff --git a/deploy/compoundai/operator/api/v1alpha1/compoundainimdeployment_types.go b/deploy/dynemo/operator/api/v1alpha1/compoundainimdeployment_types.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/compoundainimdeployment_types.go rename to deploy/dynemo/operator/api/v1alpha1/compoundainimdeployment_types.go diff --git a/deploy/compoundai/operator/api/v1alpha1/compoundainimrequest_types.go b/deploy/dynemo/operator/api/v1alpha1/compoundainimrequest_types.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/compoundainimrequest_types.go rename to deploy/dynemo/operator/api/v1alpha1/compoundainimrequest_types.go diff --git a/deploy/compoundai/operator/api/v1alpha1/groupversion_info.go b/deploy/dynemo/operator/api/v1alpha1/groupversion_info.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/groupversion_info.go rename to deploy/dynemo/operator/api/v1alpha1/groupversion_info.go diff --git a/deploy/compoundai/operator/api/v1alpha1/shared.go b/deploy/dynemo/operator/api/v1alpha1/shared.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/shared.go rename to deploy/dynemo/operator/api/v1alpha1/shared.go diff --git a/deploy/compoundai/operator/api/v1alpha1/zz_generated.deepcopy.go b/deploy/dynemo/operator/api/v1alpha1/zz_generated.deepcopy.go similarity index 100% rename from deploy/compoundai/operator/api/v1alpha1/zz_generated.deepcopy.go rename to deploy/dynemo/operator/api/v1alpha1/zz_generated.deepcopy.go diff --git a/deploy/compoundai/operator/cmd/main.go b/deploy/dynemo/operator/cmd/main.go similarity index 100% rename from deploy/compoundai/operator/cmd/main.go rename to deploy/dynemo/operator/cmd/main.go diff --git a/deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundaideployments.yaml b/deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundaideployments.yaml similarity index 100% rename from deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundaideployments.yaml rename to deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundaideployments.yaml diff --git a/deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundainimdeployments.yaml b/deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundainimdeployments.yaml similarity index 100% rename from deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundainimdeployments.yaml rename to deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundainimdeployments.yaml diff --git a/deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundainimrequests.yaml b/deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundainimrequests.yaml similarity index 100% rename from deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundainimrequests.yaml rename to deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundainimrequests.yaml diff --git a/deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundainims.yaml b/deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundainims.yaml similarity index 100% rename from deploy/compoundai/operator/config/crd/bases/nvidia.com_compoundainims.yaml rename to deploy/dynemo/operator/config/crd/bases/nvidia.com_compoundainims.yaml diff --git a/deploy/compoundai/operator/config/crd/kustomization.yaml b/deploy/dynemo/operator/config/crd/kustomization.yaml similarity index 100% rename from deploy/compoundai/operator/config/crd/kustomization.yaml rename to deploy/dynemo/operator/config/crd/kustomization.yaml diff --git a/deploy/compoundai/operator/config/crd/kustomizeconfig.yaml b/deploy/dynemo/operator/config/crd/kustomizeconfig.yaml similarity index 100% rename from deploy/compoundai/operator/config/crd/kustomizeconfig.yaml rename to deploy/dynemo/operator/config/crd/kustomizeconfig.yaml diff --git a/deploy/compoundai/operator/config/default/kustomization.yaml b/deploy/dynemo/operator/config/default/kustomization.yaml similarity index 100% rename from deploy/compoundai/operator/config/default/kustomization.yaml rename to deploy/dynemo/operator/config/default/kustomization.yaml diff --git a/deploy/compoundai/operator/config/default/manager_auth_proxy_patch.yaml b/deploy/dynemo/operator/config/default/manager_auth_proxy_patch.yaml similarity index 100% rename from deploy/compoundai/operator/config/default/manager_auth_proxy_patch.yaml rename to deploy/dynemo/operator/config/default/manager_auth_proxy_patch.yaml diff --git a/deploy/compoundai/operator/config/manager/kustomization.yaml b/deploy/dynemo/operator/config/manager/kustomization.yaml similarity index 100% rename from deploy/compoundai/operator/config/manager/kustomization.yaml rename to deploy/dynemo/operator/config/manager/kustomization.yaml diff --git a/deploy/compoundai/operator/config/manager/manager.yaml b/deploy/dynemo/operator/config/manager/manager.yaml similarity index 100% rename from deploy/compoundai/operator/config/manager/manager.yaml rename to deploy/dynemo/operator/config/manager/manager.yaml diff --git a/deploy/compoundai/operator/config/prometheus/kustomization.yaml b/deploy/dynemo/operator/config/prometheus/kustomization.yaml similarity index 100% rename from deploy/compoundai/operator/config/prometheus/kustomization.yaml rename to deploy/dynemo/operator/config/prometheus/kustomization.yaml diff --git a/deploy/compoundai/operator/config/prometheus/monitor.yaml b/deploy/dynemo/operator/config/prometheus/monitor.yaml similarity index 100% rename from deploy/compoundai/operator/config/prometheus/monitor.yaml rename to deploy/dynemo/operator/config/prometheus/monitor.yaml diff --git a/deploy/compoundai/operator/config/rbac/auth_proxy_client_clusterrole.yaml b/deploy/dynemo/operator/config/rbac/auth_proxy_client_clusterrole.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/auth_proxy_client_clusterrole.yaml rename to deploy/dynemo/operator/config/rbac/auth_proxy_client_clusterrole.yaml diff --git a/deploy/compoundai/operator/config/rbac/auth_proxy_role.yaml b/deploy/dynemo/operator/config/rbac/auth_proxy_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/auth_proxy_role.yaml rename to deploy/dynemo/operator/config/rbac/auth_proxy_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/auth_proxy_role_binding.yaml b/deploy/dynemo/operator/config/rbac/auth_proxy_role_binding.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/auth_proxy_role_binding.yaml rename to deploy/dynemo/operator/config/rbac/auth_proxy_role_binding.yaml diff --git a/deploy/compoundai/operator/config/rbac/auth_proxy_service.yaml b/deploy/dynemo/operator/config/rbac/auth_proxy_service.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/auth_proxy_service.yaml rename to deploy/dynemo/operator/config/rbac/auth_proxy_service.yaml diff --git a/deploy/compoundai/operator/config/rbac/compoundainim_editor_role.yaml b/deploy/dynemo/operator/config/rbac/compoundainim_editor_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/compoundainim_editor_role.yaml rename to deploy/dynemo/operator/config/rbac/compoundainim_editor_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/compoundainim_viewer_role.yaml b/deploy/dynemo/operator/config/rbac/compoundainim_viewer_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/compoundainim_viewer_role.yaml rename to deploy/dynemo/operator/config/rbac/compoundainim_viewer_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/compoundainimdeployment_editor_role.yaml b/deploy/dynemo/operator/config/rbac/compoundainimdeployment_editor_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/compoundainimdeployment_editor_role.yaml rename to deploy/dynemo/operator/config/rbac/compoundainimdeployment_editor_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/compoundainimdeployment_viewer_role.yaml b/deploy/dynemo/operator/config/rbac/compoundainimdeployment_viewer_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/compoundainimdeployment_viewer_role.yaml rename to deploy/dynemo/operator/config/rbac/compoundainimdeployment_viewer_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/compoundainimrequest_editor_role.yaml b/deploy/dynemo/operator/config/rbac/compoundainimrequest_editor_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/compoundainimrequest_editor_role.yaml rename to deploy/dynemo/operator/config/rbac/compoundainimrequest_editor_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/compoundainimrequest_viewer_role.yaml b/deploy/dynemo/operator/config/rbac/compoundainimrequest_viewer_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/compoundainimrequest_viewer_role.yaml rename to deploy/dynemo/operator/config/rbac/compoundainimrequest_viewer_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/kustomization.yaml b/deploy/dynemo/operator/config/rbac/kustomization.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/kustomization.yaml rename to deploy/dynemo/operator/config/rbac/kustomization.yaml diff --git a/deploy/compoundai/operator/config/rbac/leader_election_role.yaml b/deploy/dynemo/operator/config/rbac/leader_election_role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/leader_election_role.yaml rename to deploy/dynemo/operator/config/rbac/leader_election_role.yaml diff --git a/deploy/compoundai/operator/config/rbac/leader_election_role_binding.yaml b/deploy/dynemo/operator/config/rbac/leader_election_role_binding.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/leader_election_role_binding.yaml rename to deploy/dynemo/operator/config/rbac/leader_election_role_binding.yaml diff --git a/deploy/compoundai/operator/config/rbac/role.yaml b/deploy/dynemo/operator/config/rbac/role.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/role.yaml rename to deploy/dynemo/operator/config/rbac/role.yaml diff --git a/deploy/compoundai/operator/config/rbac/role_binding.yaml b/deploy/dynemo/operator/config/rbac/role_binding.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/role_binding.yaml rename to deploy/dynemo/operator/config/rbac/role_binding.yaml diff --git a/deploy/compoundai/operator/config/rbac/service_account.yaml b/deploy/dynemo/operator/config/rbac/service_account.yaml similarity index 100% rename from deploy/compoundai/operator/config/rbac/service_account.yaml rename to deploy/dynemo/operator/config/rbac/service_account.yaml diff --git a/deploy/compoundai/operator/config/samples/kustomization.yaml b/deploy/dynemo/operator/config/samples/kustomization.yaml similarity index 100% rename from deploy/compoundai/operator/config/samples/kustomization.yaml rename to deploy/dynemo/operator/config/samples/kustomization.yaml diff --git a/deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundaideployment.yaml b/deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundaideployment.yaml similarity index 100% rename from deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundaideployment.yaml rename to deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundaideployment.yaml diff --git a/deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundainim.yaml b/deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundainim.yaml similarity index 100% rename from deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundainim.yaml rename to deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundainim.yaml diff --git a/deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundainimdeployment.yaml b/deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundainimdeployment.yaml similarity index 100% rename from deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundainimdeployment.yaml rename to deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundainimdeployment.yaml diff --git a/deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundainimrequest.yaml b/deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundainimrequest.yaml similarity index 100% rename from deploy/compoundai/operator/config/samples/nvidia.com_v1alpha1_compoundainimrequest.yaml rename to deploy/dynemo/operator/config/samples/nvidia.com_v1alpha1_compoundainimrequest.yaml diff --git a/deploy/compoundai/operator/go.mod b/deploy/dynemo/operator/go.mod similarity index 100% rename from deploy/compoundai/operator/go.mod rename to deploy/dynemo/operator/go.mod diff --git a/deploy/compoundai/operator/go.sum b/deploy/dynemo/operator/go.sum similarity index 100% rename from deploy/compoundai/operator/go.sum rename to deploy/dynemo/operator/go.sum diff --git a/deploy/compoundai/operator/hack/boilerplate.go.txt_ b/deploy/dynemo/operator/hack/boilerplate.go.txt_ similarity index 100% rename from deploy/compoundai/operator/hack/boilerplate.go.txt_ rename to deploy/dynemo/operator/hack/boilerplate.go.txt_ diff --git a/deploy/compoundai/operator/internal/archive/tar.go b/deploy/dynemo/operator/internal/archive/tar.go similarity index 100% rename from deploy/compoundai/operator/internal/archive/tar.go rename to deploy/dynemo/operator/internal/archive/tar.go diff --git a/deploy/compoundai/operator/internal/archive/tar_test.go b/deploy/dynemo/operator/internal/archive/tar_test.go similarity index 100% rename from deploy/compoundai/operator/internal/archive/tar_test.go rename to deploy/dynemo/operator/internal/archive/tar_test.go diff --git a/deploy/compoundai/operator/internal/archive/test.tar b/deploy/dynemo/operator/internal/archive/test.tar similarity index 100% rename from deploy/compoundai/operator/internal/archive/test.tar rename to deploy/dynemo/operator/internal/archive/test.tar diff --git a/deploy/compoundai/operator/internal/archive/test2.tar b/deploy/dynemo/operator/internal/archive/test2.tar similarity index 100% rename from deploy/compoundai/operator/internal/archive/test2.tar rename to deploy/dynemo/operator/internal/archive/test2.tar diff --git a/deploy/compoundai/operator/internal/controller/common.go b/deploy/dynemo/operator/internal/controller/common.go similarity index 100% rename from deploy/compoundai/operator/internal/controller/common.go rename to deploy/dynemo/operator/internal/controller/common.go diff --git a/deploy/compoundai/operator/internal/controller/compoundaideployment_controller.go b/deploy/dynemo/operator/internal/controller/compoundaideployment_controller.go similarity index 100% rename from deploy/compoundai/operator/internal/controller/compoundaideployment_controller.go rename to deploy/dynemo/operator/internal/controller/compoundaideployment_controller.go diff --git a/deploy/compoundai/operator/internal/controller/compoundainimdeployment_controller.go b/deploy/dynemo/operator/internal/controller/compoundainimdeployment_controller.go similarity index 100% rename from deploy/compoundai/operator/internal/controller/compoundainimdeployment_controller.go rename to deploy/dynemo/operator/internal/controller/compoundainimdeployment_controller.go diff --git a/deploy/compoundai/operator/internal/controller/compoundainimrequest_controller.go b/deploy/dynemo/operator/internal/controller/compoundainimrequest_controller.go similarity index 100% rename from deploy/compoundai/operator/internal/controller/compoundainimrequest_controller.go rename to deploy/dynemo/operator/internal/controller/compoundainimrequest_controller.go diff --git a/deploy/compoundai/operator/internal/controller/suite_test.go b/deploy/dynemo/operator/internal/controller/suite_test.go similarity index 100% rename from deploy/compoundai/operator/internal/controller/suite_test.go rename to deploy/dynemo/operator/internal/controller/suite_test.go diff --git a/deploy/compoundai/operator/internal/controller/testing/prometheus/prometheusrule.yaml b/deploy/dynemo/operator/internal/controller/testing/prometheus/prometheusrule.yaml similarity index 100% rename from deploy/compoundai/operator/internal/controller/testing/prometheus/prometheusrule.yaml rename to deploy/dynemo/operator/internal/controller/testing/prometheus/prometheusrule.yaml diff --git a/deploy/compoundai/operator/internal/controller/testing/prometheus/servicemonitor.yaml b/deploy/dynemo/operator/internal/controller/testing/prometheus/servicemonitor.yaml similarity index 100% rename from deploy/compoundai/operator/internal/controller/testing/prometheus/servicemonitor.yaml rename to deploy/dynemo/operator/internal/controller/testing/prometheus/servicemonitor.yaml diff --git a/deploy/compoundai/operator/internal/controller_common/predicate.go b/deploy/dynemo/operator/internal/controller_common/predicate.go similarity index 100% rename from deploy/compoundai/operator/internal/controller_common/predicate.go rename to deploy/dynemo/operator/internal/controller_common/predicate.go diff --git a/deploy/compoundai/operator/internal/controller_common/resource.go b/deploy/dynemo/operator/internal/controller_common/resource.go similarity index 100% rename from deploy/compoundai/operator/internal/controller_common/resource.go rename to deploy/dynemo/operator/internal/controller_common/resource.go diff --git a/deploy/compoundai/operator/internal/controller_common/resource_test.go b/deploy/dynemo/operator/internal/controller_common/resource_test.go similarity index 100% rename from deploy/compoundai/operator/internal/controller_common/resource_test.go rename to deploy/dynemo/operator/internal/controller_common/resource_test.go diff --git a/deploy/compoundai/operator/internal/envoy/envoy.go b/deploy/dynemo/operator/internal/envoy/envoy.go similarity index 100% rename from deploy/compoundai/operator/internal/envoy/envoy.go rename to deploy/dynemo/operator/internal/envoy/envoy.go diff --git a/deploy/compoundai/operator/internal/nim/nim.go b/deploy/dynemo/operator/internal/nim/nim.go similarity index 100% rename from deploy/compoundai/operator/internal/nim/nim.go rename to deploy/dynemo/operator/internal/nim/nim.go diff --git a/deploy/compoundai/operator/internal/nim/nim_test.go b/deploy/dynemo/operator/internal/nim/nim_test.go similarity index 99% rename from deploy/compoundai/operator/internal/nim/nim_test.go rename to deploy/dynemo/operator/internal/nim/nim_test.go index ca8aaf0b7381..3ce80dc2e542 100644 --- a/deploy/compoundai/operator/internal/nim/nim_test.go +++ b/deploy/dynemo/operator/internal/nim/nim_test.go @@ -133,7 +133,7 @@ func TestGenerateCompoundAINIMDeployments(t *testing.T) { wantErr: false, }, { - name: "Test GenerateCompoundAINIMDeployments nova dependency", + name: "Test GenerateCompoundAINIMDeployments dynemo dependency", args: args{ parentCompoundAIDeployment: &v1alpha1.CompoundAIDeployment{ ObjectMeta: metav1.ObjectMeta{ diff --git a/deploy/compoundai/operator/pkg/compoundai/README.md b/deploy/dynemo/operator/pkg/compoundai/README.md similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/README.md rename to deploy/dynemo/operator/pkg/compoundai/README.md diff --git a/deploy/compoundai/operator/pkg/compoundai/config/config.go b/deploy/dynemo/operator/pkg/compoundai/config/config.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/config/config.go rename to deploy/dynemo/operator/pkg/compoundai/config/config.go diff --git a/deploy/compoundai/operator/pkg/compoundai/consts/consts.go b/deploy/dynemo/operator/pkg/compoundai/consts/consts.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/consts/consts.go rename to deploy/dynemo/operator/pkg/compoundai/consts/consts.go diff --git a/deploy/compoundai/operator/pkg/compoundai/consts/env.go b/deploy/dynemo/operator/pkg/compoundai/consts/env.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/consts/env.go rename to deploy/dynemo/operator/pkg/compoundai/consts/env.go diff --git a/deploy/compoundai/operator/pkg/compoundai/consts/kube.go b/deploy/dynemo/operator/pkg/compoundai/consts/kube.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/consts/kube.go rename to deploy/dynemo/operator/pkg/compoundai/consts/kube.go diff --git a/deploy/compoundai/operator/pkg/compoundai/reqcli/http.go b/deploy/dynemo/operator/pkg/compoundai/reqcli/http.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/reqcli/http.go rename to deploy/dynemo/operator/pkg/compoundai/reqcli/http.go diff --git a/deploy/compoundai/operator/pkg/compoundai/system/env.go b/deploy/dynemo/operator/pkg/compoundai/system/env.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/system/env.go rename to deploy/dynemo/operator/pkg/compoundai/system/env.go diff --git a/deploy/compoundai/operator/pkg/compoundai/system/ingress.go b/deploy/dynemo/operator/pkg/compoundai/system/ingress.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/system/ingress.go rename to deploy/dynemo/operator/pkg/compoundai/system/ingress.go diff --git a/deploy/compoundai/operator/pkg/compoundai/system/network.go b/deploy/dynemo/operator/pkg/compoundai/system/network.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/system/network.go rename to deploy/dynemo/operator/pkg/compoundai/system/network.go diff --git a/deploy/compoundai/operator/pkg/compoundai/utils/url.go b/deploy/dynemo/operator/pkg/compoundai/utils/url.go similarity index 100% rename from deploy/compoundai/operator/pkg/compoundai/utils/url.go rename to deploy/dynemo/operator/pkg/compoundai/utils/url.go diff --git a/deploy/compoundai/operator/test/e2e/e2e_suite_test.go b/deploy/dynemo/operator/test/e2e/e2e_suite_test.go similarity index 100% rename from deploy/compoundai/operator/test/e2e/e2e_suite_test.go rename to deploy/dynemo/operator/test/e2e/e2e_suite_test.go diff --git a/deploy/compoundai/operator/test/e2e/e2e_test.go b/deploy/dynemo/operator/test/e2e/e2e_test.go similarity index 100% rename from deploy/compoundai/operator/test/e2e/e2e_test.go rename to deploy/dynemo/operator/test/e2e/e2e_test.go diff --git a/deploy/compoundai/operator/test/utils/utils.go b/deploy/dynemo/operator/test/utils/utils.go similarity index 100% rename from deploy/compoundai/operator/test/utils/utils.go rename to deploy/dynemo/operator/test/utils/utils.go diff --git a/deploy/compoundai/sdk/README.md b/deploy/dynemo/sdk/README.md similarity index 100% rename from deploy/compoundai/sdk/README.md rename to deploy/dynemo/sdk/README.md diff --git a/deploy/compoundai/sdk/pyproject.toml b/deploy/dynemo/sdk/pyproject.toml similarity index 63% rename from deploy/compoundai/sdk/pyproject.toml rename to deploy/dynemo/sdk/pyproject.toml index f8ae41385e7c..9a424e05e5ee 100644 --- a/deploy/compoundai/sdk/pyproject.toml +++ b/deploy/dynemo/sdk/pyproject.toml @@ -14,22 +14,31 @@ # limitations under the License. [project] -name = "compoundai" +name = "dynemo-sdk" version = "0.1.0" -description = "Add your description here" +description = "Distributed Inference Framework - SDK" readme = "README.md" authors = [ - { name = "mabdulwahhab", email = "mabdulwahhab@nvidia.com" } + { name = "NVIDIA Inc.", email = "sw-dl-dynemo@nvidia.com" }, ] -requires-python = "==3.10.*" dependencies = [ - "bentoml>=1.4.1", + # TODO: currently compatible with bentoml==1.4.1, + # v1.4.2 has removed normalize_identifier which is used in compoundai + # "dynemo=={dynemo_version}", + "bentoml==1.4.1", "types-psutil==7.0.0.20250218", ] [project.scripts] -compoundai = "compoundai.cli.cli:cli" +dynemo-sdk = "dynemo.sdk.cli.cli:cli" + +[tool.setuptools] +namespace-packages = ["dynemo"] +package-dir = {"dynemo.sdk" = "src/dynemo/sdk"} [build-system] requires = ["hatchling"] build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["src/dynemo"] \ No newline at end of file diff --git a/deploy/compoundai/sdk/src/compoundai/__init__.py b/deploy/dynemo/sdk/src/dynemo/sdk/__init__.py similarity index 55% rename from deploy/compoundai/sdk/src/compoundai/__init__.py rename to deploy/dynemo/sdk/src/dynemo/sdk/__init__.py index 60ee5afcdbea..e63ce50d53c2 100644 --- a/deploy/compoundai/sdk/src/compoundai/__init__.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/__init__.py @@ -12,3 +12,27 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. + +from typing import Any + +from bentoml import api # type: ignore +from bentoml._internal.context import server_context # type: ignore + +from dynemo.sdk.lib.decorators import async_onstart, dynemo_api, dynemo_endpoint +from dynemo.sdk.lib.dependency import depends +from dynemo.sdk.lib.image import DYNEMO_IMAGE +from dynemo.sdk.lib.service import service + +dynemo_context: dict[str, Any] = {} + +__all__ = [ + "api", + "server_context", + "async_onstart", + "dynemo_api", + "dynemo_endpoint", + "depends", + "DYNEMO_IMAGE", + "service", + "dynemo_context", +] diff --git a/deploy/compoundai/sdk/src/compoundai/cli/cli.py b/deploy/dynemo/sdk/src/dynemo/sdk/cli/cli.py similarity index 96% rename from deploy/compoundai/sdk/src/compoundai/cli/cli.py rename to deploy/dynemo/sdk/src/dynemo/sdk/cli/cli.py index 7de93e0fd747..db8b7cb4998d 100644 --- a/deploy/compoundai/sdk/src/compoundai/cli/cli.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/cli/cli.py @@ -34,8 +34,9 @@ def create_bentoml_cli() -> click.Command: from bentoml_cli.models import model_command from bentoml_cli.secret import secret_command from bentoml_cli.utils import BentoMLCommandGroup, get_entry_points - from compoundai.cli.serve import serve_command - from compoundai.cli.start import start_command + + from dynemo.sdk.cli.serve import serve_command + from dynemo.sdk.cli.start import start_command server_context.service_type = "cli" diff --git a/deploy/compoundai/sdk/src/compoundai/cli/serve.py b/deploy/dynemo/sdk/src/dynemo/sdk/cli/serve.py similarity index 99% rename from deploy/compoundai/sdk/src/compoundai/cli/serve.py rename to deploy/dynemo/sdk/src/dynemo/sdk/cli/serve.py index 9ff9b58496f3..b9eb8342b5ef 100644 --- a/deploy/compoundai/sdk/src/compoundai/cli/serve.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/cli/serve.py @@ -318,7 +318,7 @@ def serve( else: # bentoml>=1.2 # from _bentoml_impl.server import serve_http - from compoundai.cli.serving import serve_http # type: ignore + from dynemo.sdk.cli.serving import serve_http # type: ignore svc.inject_config() serve_http( diff --git a/deploy/compoundai/sdk/src/compoundai/cli/serve_nova.py b/deploy/dynemo/sdk/src/dynemo/sdk/cli/serve_dynemo.py similarity index 77% rename from deploy/compoundai/sdk/src/compoundai/cli/serve_nova.py rename to deploy/dynemo/sdk/src/dynemo/sdk/cli/serve_dynemo.py index 8ee63a810a65..dd611e0c798d 100644 --- a/deploy/compoundai/sdk/src/compoundai/cli/serve_nova.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/cli/serve_dynemo.py @@ -28,8 +28,10 @@ import click from dynemo.runtime import DistributedRuntime, dynemo_endpoint, dynemo_worker +from dynemo.sdk import dynemo_context -logger = logging.getLogger("compoundai.serve.nova") +logger = logging.getLogger("dynemo.sdk.serve.dynemo") +logger.setLevel(logging.INFO) def generate_run_id(): @@ -63,16 +65,16 @@ def main( worker_env: str | None, worker_id: int | None, ) -> None: - """Start a worker for the given service - either Nova or regular service""" + """Start a worker for the given service - either Dynemo or regular service""" from _bentoml_impl.loader import import_service from bentoml._internal.container import BentoMLContainer from bentoml._internal.context import server_context from bentoml._internal.log import configure_server_logging run_id = generate_run_id() - - # print the contents of the environment variable BENTOML_RUNNER_MAP - print(f"BENTOML_RUNNER_MAP: {os.environ['BENTOML_RUNNER_MAP']}") + dynemo_context["service_name"] = service_name + dynemo_context["runner_map"] = runner_map + dynemo_context["worker_id"] = worker_id # Import service first to check configuration service = import_service(bento_identifier) @@ -97,14 +99,15 @@ def main( t.cast(t.Dict[str, str], json.loads(runner_map)) ) - # Check if Nova is enabled for this service - if service.is_nova_component(): + # Check if Dynemo is enabled for this service + if service.is_dynemo_component(): if worker_id is not None: server_context.worker_index = worker_id - class_instance = service.inner() @dynemo_worker() async def worker(runtime: DistributedRuntime): + global dynemo_context + dynemo_context["runtime"] = runtime if service_name and service_name != service.name: server_context.service_type = "service" else: @@ -112,8 +115,8 @@ async def worker(runtime: DistributedRuntime): server_context.service_name = service.name - # Get Nova configuration and create component - namespace, component_name = service.nova_address() + # Get Dynemo configuration and create component + namespace, component_name = service.dynemo_address() logger.info( f"[{run_id}] Registering component {namespace}/{component_name}" ) @@ -124,38 +127,29 @@ async def worker(runtime: DistributedRuntime): await component.create_service() logger.info(f"[{run_id}] Created {service.name} component") - # Run startup hooks before setting up endpoints - for name, member in vars(class_instance.__class__).items(): - if callable(member) and getattr( - member, "__bentoml_startup_hook__", False - ): - logger.info(f"[{run_id}] Running startup hook: {name}") - result = getattr(class_instance, name)() - if inspect.isawaitable(result): - await result - logger.info( - f"[{run_id}] Completed async startup hook: {name}" - ) - else: - logger.info(f"[{run_id}] Completed startup hook: {name}") - # Set runtime on all dependencies for dep in service.dependencies.values(): dep.set_runtime(runtime) logger.info(f"[{run_id}] Set runtime for dependency: {dep}") - # Then register all Nova endpoints - nova_endpoints = service.get_nova_endpoints() - if not nova_endpoints: - error_msg = f"[{run_id}] FATAL ERROR: No Nova endpoints found in service {service.name}!" + # Then register all Dynemo endpoints + dynemo_endpoints = service.get_dynemo_endpoints() + if not dynemo_endpoints: + error_msg = f"[{run_id}] FATAL ERROR: No Dynemo endpoints found in service {service.name}!" logger.error(error_msg) raise ValueError(error_msg) - print(f"[{run_id}] Nova endpoints: {nova_endpoints}") - for name, endpoint in nova_endpoints.items(): + endpoints = [] + for name, endpoint in dynemo_endpoints.items(): td_endpoint = component.endpoint(name) logger.info(f"[{run_id}] Registering endpoint '{name}'") + endpoints.append(td_endpoint) # Bind an instance of inner to the endpoint + dynemo_context["component"] = component + dynemo_context["endpoints"] = endpoints + class_instance = service.inner() + twm = [] + for name, endpoint in dynemo_endpoints.items(): bound_method = endpoint.func.__get__(class_instance) # Only pass request type for now, use Any for response # TODO: Handle a dynemo_endpoint not having types @@ -163,19 +157,30 @@ async def worker(runtime: DistributedRuntime): dynemo_wrapped_method = dynemo_endpoint(endpoint.request_type, Any)( bound_method ) - result = await td_endpoint.serve_endpoint(dynemo_wrapped_method) - # WARNING: unreachable code :( because serve blocks - logger.info(f"[{run_id}] Result: {result}") - logger.info(f"[{run_id}] Registered endpoint '{name}'") - - logger.info( - f"[{run_id}] Started {service.name} instance with all endpoints registered" - ) + twm.append(dynemo_wrapped_method) + # Run startup hooks before setting up endpoints + for name, member in vars(class_instance.__class__).items(): + if callable(member) and getattr( + member, "__bentoml_startup_hook__", False + ): + logger.info(f"[{run_id}] Running startup hook: {name}") + result = getattr(class_instance, name)() + if inspect.isawaitable(result): + # await on startup hook async_onstart + await result + logger.info( + f"[{run_id}] Completed async startup hook: {name}" + ) + else: + logger.info(f"[{run_id}] Completed startup hook: {name}") logger.info( - f"[{run_id}] Available endpoints: {service.list_nova_endpoints()}" + f"[{run_id}] Starting {service.name} instance with all registered endpoints" ) + # TODO:bis: convert to list + result = await endpoints[0].serve_endpoint(twm[0]) + except Exception as e: - logger.error(f"[{run_id}] Error in Nova component setup: {str(e)}") + logger.error(f"[{run_id}] Error in Dynemo component setup: {str(e)}") raise asyncio.run(worker()) diff --git a/deploy/compoundai/sdk/src/compoundai/cli/serving.py b/deploy/dynemo/sdk/src/dynemo/sdk/cli/serving.py similarity index 91% rename from deploy/compoundai/sdk/src/compoundai/cli/serving.py rename to deploy/dynemo/sdk/src/dynemo/sdk/cli/serving.py index b002c25bce37..66503df237a8 100644 --- a/deploy/compoundai/sdk/src/compoundai/cli/serving.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/cli/serving.py @@ -47,7 +47,7 @@ class ServiceProtocol(Protocol): models: list[Any] bento: Any - def is_nova_component(self) -> bool: + def is_dynemo_component(self) -> bool: ... @@ -155,7 +155,7 @@ def create_dependency_watcher( return watcher, socket, uri -def create_nova_watcher( +def create_dynemo_watcher( bento_identifier: str, svc: ServiceProtocol, uds_path: str, @@ -165,7 +165,7 @@ def create_nova_watcher( working_dir: Optional[str] = None, env: Optional[Dict[str, str]] = None, ) -> tuple[Watcher, CircusSocket, str]: - """Create a watcher for a Nova service in the dependency graph""" + """Create a watcher for a Dynemo service in the dependency graph""" from bentoml.serving import create_watcher # Get socket for this service @@ -174,10 +174,10 @@ def create_nova_watcher( # Get worker configuration num_workers, worker_envs = scheduler.get_worker_env(svc) - # Create Nova-specific worker args + # Create Dynemo-specific worker args args = [ "-m", - "compoundai.cli.serve_nova", # Use our Nova worker module + "dynemo.sdk.cli.serve_dynemo", # Use our Dynemo worker module bento_identifier, "--service-name", svc.name, @@ -190,7 +190,7 @@ def create_nova_watcher( # Create the watcher with dependency map in environment watcher = create_watcher( - name=f"nova_service_{svc.name}", + name=f"dynemo_service_{svc.name}", args=args, numprocesses=num_workers, working_dir=working_dir, @@ -306,12 +306,12 @@ def serve_http( if name in dependency_map: continue - # Check if this is a Nova service + # Check if this is a Dynemo service if ( - hasattr(dep_svc, "is_nova_component") - and dep_svc.is_nova_component() + hasattr(dep_svc, "is_dynemo_component") + and dep_svc.is_dynemo_component() ): - new_watcher, new_socket, uri = create_nova_watcher( + new_watcher, new_socket, uri = create_dynemo_watcher( bento_id, dep_svc, uds_path, @@ -354,7 +354,7 @@ def serve_http( except ValueError as e: raise BentoMLConfigException(f"Invalid host IP address: {host}") from e - if not svc.is_nova_component(): + if not svc.is_dynemo_component(): sockets.append( CircusSocket( name=API_SERVER_NAME, @@ -405,12 +405,12 @@ def serve_http( scheme = "https" if BentoMLContainer.ssl.enabled.get() else "http" - # Check if this is a Nova service - if hasattr(svc, "is_nova_component") and svc.is_nova_component(): - # Create Nova-specific watcher using existing socket + # Check if this is a Dynemo service + if hasattr(svc, "is_dynemo_component") and svc.is_dynemo_component(): + # Create Dynemo-specific watcher using existing socket args = [ "-m", - "compoundai.cli.serve_nova", # Use our Nova worker module + "dynemo.sdk.cli.serve_dynemo", # Use our Dynemo worker module bento_identifier, "--service-name", svc.name, @@ -418,7 +418,7 @@ def serve_http( "$(CIRCUS.WID)", ] watcher = create_watcher( - name=f"nova_service_{svc.name}", + name=f"dynemo_service_{svc.name}", args=args, numprocesses=num_workers, working_dir=str(bento_path.absolute()), @@ -426,7 +426,7 @@ def serve_http( env=env, # Dependency map will be injected by serve_http ) watchers.append(watcher) - print(f"nova_service_{svc.name} entrypoint created") + print(f"dynemo_service_{svc.name} entrypoint created") else: # Create regular BentoML service watcher watchers.append( @@ -445,7 +445,6 @@ def serve_http( # inject runner map now inject_env = {"BENTOML_RUNNER_MAP": json.dumps(dependency_map)} - print(f"inject_env: {inject_env}") for watcher in watchers: if watcher.env is None: @@ -474,12 +473,15 @@ def serve_http( arbiter.exit_stack.callback(shutil.rmtree, uds_path, ignore_errors=True) arbiter.start( cb=lambda _: logger.info( # type: ignore - "Starting Nova Service %s (%s/%s) listening on %s://%s:%d (Press CTRL+C to quit)" - if (hasattr(svc, "is_nova_component") and svc.is_nova_component()) + "Starting Dynemo Service %s (%s/%s) listening on %s://%s:%d (Press CTRL+C to quit)" + if (hasattr(svc, "is_dynemo_component") and svc.is_dynemo_component()) else 'Starting production %s BentoServer from "%s" (Press CTRL+C to quit)', *( - (svc.name, *svc.nova_address(), scheme, log_host, port) - if (hasattr(svc, "is_nova_component") and svc.is_nova_component()) + (svc.name, *svc.dynemo_address(), scheme, log_host, port) + if ( + hasattr(svc, "is_dynemo_component") + and svc.is_dynemo_component() + ) else (scheme.upper(), bento_identifier) ), ), diff --git a/deploy/compoundai/sdk/src/compoundai/cli/start.py b/deploy/dynemo/sdk/src/dynemo/sdk/cli/start.py similarity index 99% rename from deploy/compoundai/sdk/src/compoundai/cli/start.py rename to deploy/dynemo/sdk/src/dynemo/sdk/cli/start.py index 69affec6f5da..da050ecc0e1b 100644 --- a/deploy/compoundai/sdk/src/compoundai/cli/start.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/cli/start.py @@ -238,7 +238,7 @@ def start( ) else: # for >=1.2 bentos - from compoundai.cli.serving import serve_http + from dynemo.sdk.cli.serving import serve_http print(f"Starting service {service_name}") svc.inject_config() diff --git a/deploy/compoundai/sdk/src/compoundai/sdk/__init__.py b/deploy/dynemo/sdk/src/dynemo/sdk/lib/__init__.py similarity index 95% rename from deploy/compoundai/sdk/src/compoundai/sdk/__init__.py rename to deploy/dynemo/sdk/src/dynemo/sdk/lib/__init__.py index 6574c3dbe77b..8f5730a253af 100644 --- a/deploy/compoundai/sdk/src/compoundai/sdk/__init__.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/lib/__init__.py @@ -15,4 +15,4 @@ def main() -> None: - print("Hello from compoundai!") + print("Hello from dyenmo sdk!") diff --git a/deploy/compoundai/sdk/src/compoundai/sdk/decorators.py b/deploy/dynemo/sdk/src/dynemo/sdk/lib/decorators.py similarity index 85% rename from deploy/compoundai/sdk/src/compoundai/sdk/decorators.py rename to deploy/dynemo/sdk/src/dynemo/sdk/lib/decorators.py index 6ef09f661933..c3e8b2ee173c 100644 --- a/deploy/compoundai/sdk/src/compoundai/sdk/decorators.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/lib/decorators.py @@ -23,13 +23,13 @@ from pydantic import BaseModel -class NovaEndpoint: - """Decorator class for Nova endpoints""" +class DynemoEndpoint: + """Decorator class for Dynemo endpoints""" def __init__(self, func: t.Callable, name: str | None = None): self.func = func self.name = name or func.__name__ - self.is_nova_endpoint = True + self.is_dynemo_endpoint = True # Extract request type from hints hints = get_type_hints(func) @@ -58,29 +58,31 @@ async def __call__(self, *args: t.Any, **kwargs: t.Any) -> Any: return await self.func(*args, **kwargs) -def nova_endpoint(name: str | None = None) -> t.Callable[[t.Callable], NovaEndpoint]: - """Decorator for Nova endpoints. +def dynemo_endpoint( + name: str | None = None, +) -> t.Callable[[t.Callable], DynemoEndpoint]: + """Decorator for Dynemo endpoints. Args: name: Optional name for the endpoint. Defaults to function name. Example: - @nova_endpoint() + @dynemo_endpoint() def my_endpoint(self, input: str) -> str: return input - @nova_endpoint(name="custom_name") + @dynemo_endpoint(name="custom_name") def another_endpoint(self, input: str) -> str: return input """ - def decorator(func: t.Callable) -> NovaEndpoint: - return NovaEndpoint(func, name) + def decorator(func: t.Callable) -> DynemoEndpoint: + return DynemoEndpoint(func, name) return decorator -def nova_api(func: t.Callable) -> t.Callable: +def dynemo_api(func: t.Callable) -> t.Callable: """Decorator for BentoML API endpoints. Args: diff --git a/deploy/compoundai/sdk/src/compoundai/sdk/dependency.py b/deploy/dynemo/sdk/src/dynemo/sdk/lib/dependency.py similarity index 65% rename from deploy/compoundai/sdk/src/compoundai/sdk/dependency.py rename to deploy/dynemo/sdk/src/dynemo/sdk/lib/dependency.py index de3d62520cc9..aee4c060c1a1 100644 --- a/deploy/compoundai/sdk/src/compoundai/sdk/dependency.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/lib/dependency.py @@ -18,30 +18,31 @@ from _bentoml_sdk.service import Service from _bentoml_sdk.service.dependency import Dependency -from compoundai.sdk.service import CompoundService + +from dynemo.sdk.lib.service import CompoundService T = TypeVar("T") -class NovaClient: - """Client for calling Nova endpoints with streaming support""" +class DynemoClient: + """Client for calling Dynemo endpoints with streaming support""" def __init__(self, service: CompoundService[Any]): self._service = service - self._endpoints = service.get_nova_endpoints() - self._nova_clients: Dict[str, Any] = {} + self._endpoints = service.get_dynemo_endpoints() + self._dynemo_clients: Dict[str, Any] = {} self._runtime = None def __getattr__(self, name: str) -> Any: if name not in self._endpoints: raise AttributeError( - f"No Nova endpoint '{name}' found on service '{self._service.name}'. " + f"No Dynemo endpoint '{name}' found on service '{self._service.name}'. " f"Available endpoints: {list(self._endpoints.keys())}" ) # For streaming endpoints, create/cache the stream function - if name not in self._nova_clients: - namespace, component_name = self._service.nova_address() + if name not in self._dynemo_clients: + namespace, component_name = self._service.dynemo_address() # Create async generator function that uses Queue for streaming async def get_stream(*args, **kwargs): @@ -71,7 +72,7 @@ async def stream_worker(): raise else: - # Create nova worker if no runtime + # Create dynemo worker if no runtime from dynemo.runtime import DistributedRuntime, dynemo_worker @dynemo_worker() @@ -114,13 +115,13 @@ async def stream_worker(runtime: DistributedRuntime): except Exception: raise - self._nova_clients[name] = get_stream + self._dynemo_clients[name] = get_stream - return self._nova_clients[name] + return self._dynemo_clients[name] -class NovaDependency(Dependency[T]): - """Enhanced dependency that supports Nova endpoints""" +class DynemoDependency(Dependency[T]): + """Enhanced dependency that supports Dynemo endpoints""" def __init__( self, @@ -130,23 +131,56 @@ def __init__( cluster: str | None = None, ): super().__init__(on, url=url, deployment=deployment, cluster=cluster) - self._nova_client: Optional[NovaClient] = None + self._dynemo_client: Optional[DynemoClient] = None self._runtime = None + # offers an escape hatch to get the endpoint directly + async def get_endpoint(self, name: str) -> Any: + """ + usage: + dep = depends(Worker) + + ... + await dep.get_endpoint("generate") # equivalent to the following + router_client = ( + await runtime.namespace("dynemo-init") + .component("router") + .endpoint("generate") + .client() + ) + + """ + # TODO: Read the runtime from the tdist since it is not stored in global + if self._runtime is None: + print( + "Get Endpoint: Runtime not set for DynemoDependency. Cannot get endpoint." + ) + raise ValueError("Runtime not set for DynemoDependency") + + address = self.on.dynemo_address() + comp_ns, comp_name = address + print("Get Endpoint: Dynemo ADDRESS: ", address) + return ( + await self._runtime.namespace(comp_ns) + .component(comp_name) + .endpoint(name) + .client() + ) + def set_runtime(self, runtime: Any) -> None: - """Set the Nova runtime for this dependency""" + """Set the Dynemo runtime for this dependency""" self._runtime = runtime - if self._nova_client: - self._nova_client._runtime = runtime + if self._dynemo_client: + self._dynemo_client._runtime = runtime def get(self, *args: Any, **kwargs: Any) -> T | Any: - # If this is a Nova-enabled service, return the Nova client - if isinstance(self.on, CompoundService) and self.on.is_nova_component(): - if self._nova_client is None: - self._nova_client = NovaClient(self.on) + # If this is a Dynemo-enabled service, return the Dynemo client + if isinstance(self.on, CompoundService) and self.on.is_dynemo_component(): + if self._dynemo_client is None: + self._dynemo_client = DynemoClient(self.on) if self._runtime: - self._nova_client._runtime = self._runtime - return self._nova_client + self._dynemo_client._runtime = self._runtime + return self._dynemo_client # Otherwise fall back to normal BentoML dependency resolution return super().get(*args, **kwargs) @@ -158,11 +192,11 @@ def depends( url: str | None = None, deployment: str | None = None, cluster: str | None = None, -) -> NovaDependency[T]: - """Create a dependency that's Nova-aware. +) -> DynemoDependency[T]: + """Create a dependency that's Dynemo-aware. - If the dependency is on a Nova-enabled service, this will return a client - that can call Nova endpoints. Otherwise behaves like normal BentoML dependency. + If the dependency is on a Dynemo-enabled service, this will return a client + that can call Dynemo endpoints. Otherwise behaves like normal BentoML dependency. Args: on: The service to depend on @@ -171,8 +205,8 @@ def depends( cluster: Cluster name Raises: - AttributeError: When trying to call a non-existent Nova endpoint + AttributeError: When trying to call a non-existent Dynemo endpoint """ if on is not None and not isinstance(on, Service): raise TypeError("depends() expects a class decorated with @service()") - return NovaDependency(on, url=url, deployment=deployment, cluster=cluster) + return DynemoDependency(on, url=url, deployment=deployment, cluster=cluster) diff --git a/deploy/compoundai/sdk/src/compoundai/sdk/image.py b/deploy/dynemo/sdk/src/dynemo/sdk/lib/image.py similarity index 66% rename from deploy/compoundai/sdk/src/compoundai/sdk/image.py rename to deploy/dynemo/sdk/src/dynemo/sdk/lib/image.py index bff1c916c0ed..4556a631be63 100644 --- a/deploy/compoundai/sdk/src/compoundai/sdk/image.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/lib/image.py @@ -13,8 +13,13 @@ # See the License for the specific language governing permissions and # limitations under the License. -# wrapper over bento images to handle TritonDistributed base image +# wrapper over bento images to handle Dynemo base image + +import os import bentoml -NOVA_IMAGE = bentoml.images.PythonImage(base_image="triton-distributed:latest-vllm") +# TODO: "dynemo:latest-vllm" image will not be available to image builder in k8s +# so We'd consider publishing the base image for releases to public nvcr.io registry. +image_name = os.getenv("DYNEMO_IMAGE", "dynemo:latest-vllm") +DYNEMO_IMAGE = bentoml.images.PythonImage(base_image=image_name) diff --git a/deploy/compoundai/sdk/src/compoundai/sdk/service.py b/deploy/dynemo/sdk/src/dynemo/sdk/lib/service.py similarity index 52% rename from deploy/compoundai/sdk/src/compoundai/sdk/service.py rename to deploy/dynemo/sdk/src/dynemo/sdk/lib/service.py index 93eac9df01a5..b08d98acbe85 100644 --- a/deploy/compoundai/sdk/src/compoundai/sdk/service.py +++ b/deploy/dynemo/sdk/src/dynemo/sdk/lib/service.py @@ -21,14 +21,15 @@ from _bentoml_sdk import Service, ServiceConfig from _bentoml_sdk.images import Image -from compoundai.sdk.decorators import NovaEndpoint + +from dynemo.sdk.lib.decorators import DynemoEndpoint T = TypeVar("T", bound=object) @dataclass -class NovaConfig: - """Configuration for Nova components""" +class DynemoConfig: + """Configuration for Dynemo components""" enabled: bool = False name: str | None = None @@ -36,7 +37,7 @@ class NovaConfig: class CompoundService(Service[T]): - """A custom service class that extends BentoML's base Service with Nova capabilities""" + """A custom service class that extends BentoML's base Service with Dynemo capabilities""" def __init__( self, @@ -44,73 +45,71 @@ def __init__( inner: type[T], image: Optional[Image] = None, envs: Optional[list[dict[str, Any]]] = None, - nova_config: Optional[NovaConfig] = None, + dynemo_config: Optional[DynemoConfig] = None, ): super().__init__(config=config, inner=inner, image=image, envs=envs or []) - # Initialize Nova configuration - self._nova_config = ( - nova_config - if nova_config - else NovaConfig(name=inner.__name__, namespace="default") + # Initialize Dynemo configuration + self._dynemo_config = ( + dynemo_config + if dynemo_config + else DynemoConfig(name=inner.__name__, namespace="default") ) - if self._nova_config.name is None: - self._nova_config.name = inner.__name__ + if self._dynemo_config.name is None: + self._dynemo_config.name = inner.__name__ - # Register Nova endpoints - self._nova_endpoints: Dict[str, NovaEndpoint] = {} + # Register Dynemo endpoints + self._dynemo_endpoints: Dict[str, DynemoEndpoint] = {} for field in dir(inner): value = getattr(inner, field) - if isinstance(value, NovaEndpoint): - self._nova_endpoints[value.name] = value + if isinstance(value, DynemoEndpoint): + self._dynemo_endpoints[value.name] = value - def is_nova_component(self) -> bool: - """Check if this service is configured as a Nova component""" - return self._nova_config.enabled + def is_dynemo_component(self) -> bool: + """Check if this service is configured as a Dynemo component""" + return self._dynemo_config.enabled - def nova_address(self) -> Tuple[str, str]: - """Get the Nova address for this component in namespace/name format""" - if not self.is_nova_component(): - raise ValueError("Service is not configured as a Nova component") + def dynemo_address(self) -> Tuple[Optional[str], Optional[str]]: + """Get the Dynemo address for this component in namespace/name format""" + if not self.is_dynemo_component(): + raise ValueError("Service is not configured as a Dynemo component") - # Check if we have a runner map with Nova address + # Check if we have a runner map with Dynemo address runner_map = os.environ.get("BENTOML_RUNNER_MAP") if runner_map: try: runners = json.loads(runner_map) if self.name in runners: address = runners[self.name] - if address.startswith("nova://"): - # Parse nova://namespace/name into (namespace, name) + if address.startswith("dynemo://"): + # Parse dynemo://namespace/name into (namespace, name) _, path = address.split("://", 1) namespace, name = path.split("/", 1) print( - f"Resolved Nova address from runner map: {namespace}/{name}" + f"Resolved Dynemo address from runner map: {namespace}/{name}" ) return (namespace, name) except (json.JSONDecodeError, ValueError) as e: raise ValueError(f"Failed to parse BENTOML_RUNNER_MAP: {str(e)}") from e - # Ensure namespace and name are not None - namespace = self._nova_config.namespace or "default" - name = self._nova_config.name or self.inner.__name__ - - print(f"Using default Nova address: {namespace}/{name}") - return (namespace, name) + print( + f"Using default Dynemo address: {self._dynemo_config.namespace}/{self._dynemo_config.name}" + ) + return (self._dynemo_config.namespace, self._dynemo_config.name) - def get_nova_endpoints(self) -> Dict[str, NovaEndpoint]: - """Get all registered Nova endpoints""" - return self._nova_endpoints + def get_dynemo_endpoints(self) -> Dict[str, DynemoEndpoint]: + """Get all registered Dynemo endpoints""" + return self._dynemo_endpoints - def get_nova_endpoint(self, name: str) -> NovaEndpoint: - """Get a specific Nova endpoint by name""" - if name not in self._nova_endpoints: - raise ValueError(f"No Nova endpoint found with name: {name}") - return self._nova_endpoints[name] + def get_dynemo_endpoint(self, name: str) -> DynemoEndpoint: + """Get a specific Dynemo endpoint by name""" + if name not in self._dynemo_endpoints: + raise ValueError(f"No Dynemo endpoint found with name: {name}") + return self._dynemo_endpoints[name] - def list_nova_endpoints(self) -> List[str]: - """List names of all registered Nova endpoints""" - return list(self._nova_endpoints.keys()) + def list_dynemo_endpoints(self) -> List[str]: + """List names of all registered Dynemo endpoints""" + return list(self._dynemo_endpoints.keys()) # todo: add another function to bind an instance of the inner to the self within these methods @@ -121,13 +120,13 @@ def service( *, image: Optional[Image] = None, envs: Optional[list[dict[str, Any]]] = None, - nova: Optional[Union[Dict[str, Any], NovaConfig]] = None, + dynemo: Optional[Union[Dict[str, Any], DynemoConfig]] = None, **kwargs: Any, ) -> Any: - """Enhanced service decorator that supports Nova configuration + """Enhanced service decorator that supports Dynemo configuration Args: - nova: Nova configuration, either as a NovaConfig object or dict with keys: + dynemo: Dynemo configuration, either as a DynemoConfig object or dict with keys: - enabled: bool (default True) - name: str (default: class name) - namespace: str (default: "default") @@ -135,13 +134,13 @@ def service( """ config = kwargs - # Parse dict into NovaConfig object - nova_config: Optional[NovaConfig] = None - if nova is not None: - if isinstance(nova, dict): - nova_config = NovaConfig(**nova) + # Parse dict into DynemoConfig object + dynemo_config: Optional[DynemoConfig] = None + if dynemo is not None: + if 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000000000000..d7f2c8236afc --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_basic_service/README.md @@ -0,0 +1,61 @@ + + +## Overview + +Pipeline Architecture: + +``` +Users/Clients (HTTP) + │ + ▼ +┌─────────────┐ +│ Frontend │ HTTP API endpoint (/generate) +└─────────────┘ + │ dynemo/distributed-runtime + ▼ +┌─────────────┐ +│ Middle │ +└─────────────┘ + │ dynemo/distributed-runtime + ▼ +┌─────────────┐ +│ Backend │ +└─────────────┘ +``` + + +## Unified serve +1. Launch all three services using a single command - + +```bash +cd /workspace/examples/python_rs/llm/vllm + +dynemo-sdk serve sdk_basic_service.basic:Frontend +``` + +2. Send request to frontend using curl - + +```bash +curl -X 'POST' \ + 'http://localhost:3000/generate' \ + -H 'accept: text/event-stream' \ + -H 'Content-Type: application/json' \ + -d '{ + "text": "test" +}' +``` \ No newline at end of file diff --git a/examples/python_rs/llm/vllm/sdk_basic_service/basic.py b/examples/python_rs/llm/vllm/sdk_basic_service/basic.py new file mode 100644 index 000000000000..53ba90324b08 --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_basic_service/basic.py @@ -0,0 +1,111 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from pydantic import BaseModel + +from dynemo.sdk import api, depends, dynemo_endpoint, service + +""" +Pipeline Architecture: + +Users/Clients (HTTP) + │ + ▼ +┌─────────────┐ +│ Frontend │ HTTP API endpoint (/generate) +└─────────────┘ + │ dynemo/distributed-runtime + ▼ +┌─────────────┐ +│ Middle │ +└─────────────┘ + │ dynemo/distributed-runtime + ▼ +┌─────────────┐ +│ Backend │ +└─────────────┘ +""" + + +class RequestType(BaseModel): + text: str + + +class ResponseType(BaseModel): + text: str + + +@service( + resources={"cpu": "2"}, + traffic={"timeout": 30}, + dynemo={ + "enabled": True, + "namespace": "inference", + }, + workers=3, +) +class Backend: + def __init__(self) -> None: + print("Starting backend") + + @dynemo_endpoint() + async def generate(self, req: RequestType): + """Generate tokens.""" + req_text = req.text + print(f"Backend received: {req_text}") + text = f"{req_text}-back" + for token in text.split(): + yield f"Backend: {token}" + + +@service( + resources={"cpu": "2"}, + traffic={"timeout": 30}, + dynemo={"enabled": True, "namespace": "inference"}, +) +class Middle: + backend = depends(Backend) + + def __init__(self) -> None: + print("Starting middle") + + @dynemo_endpoint() + async def generate(self, req: RequestType): + """Forward requests to backend.""" + req_text = req.text + print(f"Middle received: {req_text}") + text = f"{req_text}-mid" + next_request = RequestType(text=text).model_dump_json() + async for response in self.backend.generate(next_request): + print(f"Middle received response: {response}") + yield f"Middle: {response}" + + +@service(resources={"cpu": "1"}, traffic={"timeout": 60}) # Regular HTTP API +class Frontend: + middle = depends(Middle) + + def __init__(self) -> None: + print("Starting frontend") + + @api + async def generate(self, text): + """Stream results from the pipeline.""" + print(f"Frontend received: {text}") + print(f"Frontend received type: {type(text)}") + txt = RequestType(text=text) + print(f"Frontend sending: {type(txt)}") + async for response in self.middle.generate(txt.model_dump_json()): + yield f"Frontend: {response}" diff --git a/examples/python_rs/llm/vllm/sdk_kv_router/README.md b/examples/python_rs/llm/vllm/sdk_kv_router/README.md new file mode 100644 index 000000000000..3c008db337e5 --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_kv_router/README.md @@ -0,0 +1,38 @@ + + +Run this example using command below + +```bash + +cd /workspace/examples/python_rs/llm/vllm + +dynemo-sdk serve sdk_kv_router.frontend:Frontend +``` + + +Send request to http service: +```bash + +curl -X 'POST' \ + 'http://localhost:3000/chat_completion' \ + -H 'accept: text/event-stream' \ + -H 'Content-Type: application/json' \ + -d '{ + "msg": "In the heart of Eldoria, an ancient land of boundless magic and mysterious creatures, lies the long-forgotten city of Aeloria. Once a beacon of knowledge and power, Aeloria was buried beneath the shifting sands of time, lost to the world for centuries. You are an intrepid explorer, known for your unparalleled curiosity and courage, who has stumbled upon an ancient map hinting at ests that Aeloria holds a secret so profound that it has the potential to reshape the very fabric of reality. Your journey will take you through treacherous deserts, enchanted forests, and across perilous mountain ranges. Your Task: Character Background: Develop a detailed background for your character. Describe their motivations for seeking out Aeloria, their skills and weaknesses, and any personal connections to the ancient city or its legends. Are they driven by a quest for knowledge, a search for lost familt clue is hidden." +}' +```` \ No newline at end of file diff --git a/examples/python_rs/llm/vllm/sdk_kv_router/__init__.py b/examples/python_rs/llm/vllm/sdk_kv_router/__init__.py new file mode 100644 index 000000000000..3159bfe65645 --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_kv_router/__init__.py @@ -0,0 +1,14 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/examples/python_rs/llm/vllm/sdk_kv_router/frontend.py b/examples/python_rs/llm/vllm/sdk_kv_router/frontend.py new file mode 100644 index 000000000000..bbd585e609c3 --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_kv_router/frontend.py @@ -0,0 +1,43 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from sdk_kv_router.processor import Processor + +from dynemo.sdk import DYNEMO_IMAGE, api, depends, service + + +@service(traffic={"timeout": 10000}, image=DYNEMO_IMAGE) +class Frontend: + processor = depends(Processor) + + def __init__(self): + print("frontend init") + + @api + async def chat_completion(self, msg: str): + # Call the generate method + generator = self.processor.generate( + { + "model": "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", + "messages": [{"role": "user", "content": msg}], + "stream": True, + "max_tokens": 10, + } + ) + + # Now iterate over the async generator + async for response in generator: + print("client response_data:", response) + yield response diff --git a/examples/python_rs/llm/vllm/sdk_kv_router/processor.py b/examples/python_rs/llm/vllm/sdk_kv_router/processor.py new file mode 100644 index 000000000000..9600f6e32282 --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_kv_router/processor.py @@ -0,0 +1,141 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import uuid +from typing import AsyncIterator + +import bentoml +from sdk_kv_router.router import Router +from sdk_kv_router.worker import VllmEngine + +with bentoml.importing(): + from transformers import AutoTokenizer + from vllm.engine.arg_utils import AsyncEngineArgs + from vllm.entrypoints.openai.protocol import ChatCompletionRequest + from vllm.outputs import RequestOutput + from vllm.transformers_utils.tokenizer import AnyTokenizer + from common.chat_processor import ChatProcessor, ProcessMixIn + from common.protocol import MyRequestOutput, Tokens, vLLMGenerateRequest + +from dynemo.sdk import depends, dynemo_context, dynemo_endpoint, service + + +@service( + dynemo={ + "enabled": True, + "namespace": "dynemo", + }, + resources={"cpu": "10", "memory": "20Gi"}, + workers=1, +) +class Processor(ProcessMixIn): + """ + vLLM pre and post processing + """ + + workers = depends(VllmEngine) + router = depends(Router) + + def __init__(self): + model = "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B" + self.engine_args = AsyncEngineArgs( + model=model, + tokenizer=model, + enable_prefix_caching=True, + block_size=64, + max_model_len=16384, + ) + self.model_config = self.engine_args.create_model_config() + self.tokenizer = self._create_tokenizer() + self.chat_processor = ChatProcessor(self.tokenizer, self.model_config) + + def _create_tokenizer(self) -> AnyTokenizer: + """Create a TokenizerGroup using engine arguments similar to VLLM's approach""" + model_path = self.engine_args.model + + # Create the base tokenizer with VLLM's typical settings + base_tokenizer = AutoTokenizer.from_pretrained( + model_path, + trust_remote_code=True, + padding_side="left", + truncation_side="left", + use_fast=True, # VLLM might use the fast tokenizer for efficiency + ) + return base_tokenizer + + async def generate_responses( + self, engine_generator + ) -> AsyncIterator[RequestOutput]: + async for resp in engine_generator: + # Deserialize the response from the engine + # Creates correct vLLM objects for each field + output = MyRequestOutput.model_validate_json(resp.data()) + yield RequestOutput( + request_id=output.request_id, + prompt=output.prompt, + prompt_token_ids=output.prompt_token_ids, + prompt_logprobs=output.prompt_logprobs, + outputs=output.outputs, + finished=output.finished, + metrics=output.metrics, + ) + + @dynemo_endpoint() + async def generate(self, raw_request: ChatCompletionRequest): + request_id = str(uuid.uuid4()) + ( + request, + conversation, + prompt, + engine_prompt, + sampling_params, + ) = await self._parse_raw_request(raw_request) + worker_id = None + async for worker in self.router.generate( + Tokens(tokens=engine_prompt["prompt_token_ids"]).model_dump_json() + ): + worker_id = worker + break + runtime = dynemo_context["runtime"] + comp_ns, comp_name = VllmEngine.dynemo_address() # type: ignore + worker_client = ( + await runtime.namespace(comp_ns) + .component(comp_name) + .endpoint("generate") + .client() + ) + if worker_id == "": + engine_generator = await worker_client.generate( + vLLMGenerateRequest( + engine_prompt=engine_prompt, + sampling_params=sampling_params, + request_id=request_id, + ).model_dump_json() + ) + else: + engine_generator = await worker_client.direct( + vLLMGenerateRequest( + engine_prompt=engine_prompt, + sampling_params=sampling_params, + request_id=request_id, + ).model_dump_json(), + uuid.UUID(worker_id).int, + ) + output = self.generate_responses(engine_generator) + + async for response in await self._stream_response( + request, output, request_id, conversation + ): + yield response diff --git a/examples/python_rs/llm/vllm/sdk_kv_router/router.py b/examples/python_rs/llm/vllm/sdk_kv_router/router.py new file mode 100644 index 000000000000..3c4c17f9b536 --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_kv_router/router.py @@ -0,0 +1,101 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import asyncio +from enum import Enum + +import bentoml +from common.protocol import Tokens + +from dynemo.sdk import async_onstart, dynemo_context, dynemo_endpoint, service + +with bentoml.importing(): + from dynemo.runtime import KvRouter + + +WorkerId = str + + +class RoutingStrategy(Enum): + PREFIX = "prefix" + ROUND_ROBIN = "round_robin" + RANDOM = "random" + + +@service( + dynemo={ + "enabled": True, + "namespace": "dynemo", + }, + resources={"cpu": "10", "memory": "20Gi"}, + workers=1, +) +class Router: + """ + Request handler for the generate endpoint + """ + + def __init__(self): + self.model_name = "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B" + self.routing_strategy = RoutingStrategy.PREFIX + self.runtime = dynemo_context["runtime"] + self.min_workers = 1 + + @async_onstart + async def init_engine(self): + workers_client = ( + await self.runtime.namespace("dynemo") + .component("VllmEngine") + .endpoint("generate") + .client() + ) + wait_task = workers_client.wait_for_endpoints() + await asyncio.sleep(1) + + while not wait_task.done(): + print("Waiting for workers to be ready...") + await asyncio.sleep(5) + + wait_task.result() + + while len(workers_client.endpoint_ids()) < self.min_workers: + print( + f"Waiting for more workers... Current: {len(workers_client.endpoint_ids())}, Required: {self.min_workers}" + ) + await asyncio.sleep(5) + + kv_listener = self.runtime.namespace("dynemo").component(self.model_name) + await kv_listener.create_service() + self.router = KvRouter(self.runtime, kv_listener) + + @dynemo_endpoint() + async def generate(self, request: Tokens): + lora_id = 0 + worker_id = "" + if self.routing_strategy == RoutingStrategy.PREFIX: + try: + worker_id = await self.router.schedule(request.tokens, lora_id) + except Exception as e: + if "No worker found" in str(e): + worker_id = "" + else: + print(f"Error during worker selection: {e}") + print(f"Scheduling to worker_id: {worker_id}") + yield worker_id + else: + # TODO: Do we implement round_robin and random here? + # or just skip this router and directly enable in preprocess? + raise NotImplementedError( + f"Routing strategy {self.routing_strategy} not implemented" + ) diff --git a/examples/python_rs/llm/vllm/sdk_kv_router/worker.py b/examples/python_rs/llm/vllm/sdk_kv_router/worker.py new file mode 100644 index 000000000000..f7d90966b4b3 --- /dev/null +++ b/examples/python_rs/llm/vllm/sdk_kv_router/worker.py @@ -0,0 +1,110 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import asyncio +import os +from typing import Optional + +import bentoml + +with bentoml.importing(): + from vllm.engine.arg_utils import AsyncEngineArgs + from vllm.logger import logger as vllm_logger + from vllm.sampling_params import RequestOutputKind + from common.base_engine import BaseVllmEngine + from common.protocol import MyRequestOutput, vLLMGenerateRequest + from vllm.engine.multiprocessing.client import MQLLMEngineClient + +from dynemo.llm import KvMetricsPublisher +from dynemo.sdk import ( + async_onstart, + dynemo_context, + dynemo_endpoint, + server_context, + service, +) + +lease_id = None + +## TODO: metrics_publisher.create_endpoint(worker_component), + + +@service( + dynemo={ + "enabled": True, + "namespace": "dynemo", + }, + resources={"gpu": 1, "cpu": "10", "memory": "20Gi"}, + workers=1, +) +class VllmEngine(BaseVllmEngine): + """ + vLLM Inference Engine + """ + + def __init__(self): + model = "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B" + self.engine_args = AsyncEngineArgs( + model=model, + gpu_memory_utilization=0.8, + enable_prefix_caching=True, + block_size=64, + max_model_len=16384, + ) + VLLM_WORKER_ID = dynemo_context["endpoints"][0].lease_id() + os.environ["VLLM_WORKER_ID"] = str(VLLM_WORKER_ID) + os.environ["VLLM_KV_NAMESPACE"] = "dynemo" + os.environ["VLLM_KV_COMPONENT"] = "vllm" + vllm_logger.info(f"Generate endpoint ID: {VLLM_WORKER_ID}") + os.environ["CUDA_VISIBLE_DEVICES"] = f"{server_context.worker_index - 1}" + self.metrics_publisher = KvMetricsPublisher() + self.engine_client: Optional[MQLLMEngineClient] = None + super().__init__(self.engine_args) + + async def create_metrics_publisher_endpoint(self): + component = dynemo_context["component"] + await self.metrics_publisher.create_endpoint(component) + + @async_onstart + async def init_engine(self): + if self.engine_client is None: + await super().initialize() + print("vLLM worker initialized") + assert self.engine_client is not None, "engine_client was not initialized" + self.engine_client.set_metrics_publisher(self.metrics_publisher) + self.metrics_publisher.publish(0, 1024, 0, 1024) + task = asyncio.create_task(self.create_metrics_publisher_endpoint()) + task.add_done_callback(lambda _: print("metrics publisher endpoint created")) + + @dynemo_endpoint() + async def generate(self, request: vLLMGenerateRequest): + sampling_params = request.sampling_params + # rust HTTP requires Delta streaming + sampling_params.output_kind = RequestOutputKind.DELTA + + async for response in self.engine_client.generate( # type: ignore + request.engine_prompt, sampling_params, request.request_id + ): + # MyRequestOutput takes care of serializing the response as + # vLLM's RequestOutput is not serializable by default + resp = MyRequestOutput( + request_id=response.request_id, + prompt=response.prompt, + prompt_token_ids=response.prompt_token_ids, + prompt_logprobs=response.prompt_logprobs, + outputs=response.outputs, + finished=response.finished, + ).model_dump_json() + yield resp diff --git a/pyproject.toml b/pyproject.toml index f29505ff5dfc..b3361b67fb8a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -95,7 +95,11 @@ xfail_strict = true log_cli_level = "INFO" filterwarnings = [ "error", + "ignore:.*pkg_resources.*:DeprecationWarning", + "ignore:.*multipart.*:PendingDeprecationWarning" ] + + # NOTE: Can also manually mark tests with @pytest.mark.asyncio asyncio_mode = "auto" markers = [ @@ -134,5 +138,10 @@ check_untyped_defs = true [[tool.mypy.overrides]] # Skip mypy analysis on internal dependencies of vllm -module = ["vllm.*"] +module = ["vllm.*", "bentoml.*", "fs.*", "_bentoml_sdk.*"] follow_imports = "skip" +ignore_missing_imports = true + +# declare namespace packages +[tool.setuptools] +namespace-packages = ["dynemo", "dynemo.sdk"]