From e666e0a183663d16846efacc673ea12caee9cb3d Mon Sep 17 00:00:00 2001 From: Srihari Date: Mon, 25 Nov 2024 13:29:37 +0530 Subject: [PATCH 01/73] Add test coverage to validate the functionality of the get_cluster method --- .../e2e/mnist_raycluster_sdk_aw_kind_test.py | 7 +-- tests/e2e/mnist_raycluster_sdk_kind_test.py | 10 ++--- tests/e2e/mnist_raycluster_sdk_oauth_test.py | 11 ++--- tests/e2e/support.py | 43 +++++++++++++++++++ 4 files changed, 58 insertions(+), 13 deletions(-) diff --git a/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py b/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py index 4623a9e5..b94fe252 100644 --- a/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py +++ b/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py @@ -2,7 +2,7 @@ from time import sleep -from codeflare_sdk import Cluster, ClusterConfiguration, TokenAuthentication +from codeflare_sdk import Cluster, ClusterConfiguration from codeflare_sdk.ray.client import RayJobClient import pytest @@ -68,6 +68,9 @@ def run_mnist_raycluster_sdk_kind( cluster.details() self.assert_jobsubmit_withoutlogin_kind(cluster, accelerator, number_of_gpus) + assert_get_cluster_and_jobsubmit( + self, "mnist", accelerator="gpu", number_of_gpus=1 + ) # Assertions @@ -106,8 +109,6 @@ def assert_jobsubmit_withoutlogin_kind(self, cluster, accelerator, number_of_gpu client.delete_job(submission_id) - cluster.down() - def assert_job_completion(self, status): if status == "SUCCEEDED": print(f"Job has completed: '{status}'") diff --git a/tests/e2e/mnist_raycluster_sdk_kind_test.py b/tests/e2e/mnist_raycluster_sdk_kind_test.py index 6bfb19af..42d0c46b 100644 --- a/tests/e2e/mnist_raycluster_sdk_kind_test.py +++ b/tests/e2e/mnist_raycluster_sdk_kind_test.py @@ -2,7 +2,7 @@ from time import sleep -from codeflare_sdk import Cluster, ClusterConfiguration, TokenAuthentication +from codeflare_sdk import Cluster, ClusterConfiguration from codeflare_sdk.ray.client import RayJobClient import pytest @@ -44,8 +44,6 @@ def run_mnist_raycluster_sdk_kind( num_workers=1, head_cpu_requests="500m", head_cpu_limits="500m", - head_memory_requests=2, - head_memory_limits=2, worker_cpu_requests="500m", worker_cpu_limits=1, worker_memory_requests=1, @@ -68,6 +66,10 @@ def run_mnist_raycluster_sdk_kind( self.assert_jobsubmit_withoutlogin_kind(cluster, accelerator, number_of_gpus) + assert_get_cluster_and_jobsubmit( + self, "mnist", accelerator="gpu", number_of_gpus=1 + ) + # Assertions def assert_jobsubmit_withoutlogin_kind(self, cluster, accelerator, number_of_gpus): @@ -105,8 +107,6 @@ def assert_jobsubmit_withoutlogin_kind(self, cluster, accelerator, number_of_gpu client.delete_job(submission_id) - cluster.down() - def assert_job_completion(self, status): if status == "SUCCEEDED": print(f"Job has completed: '{status}'") diff --git a/tests/e2e/mnist_raycluster_sdk_oauth_test.py b/tests/e2e/mnist_raycluster_sdk_oauth_test.py index d3e69868..212c9784 100644 --- a/tests/e2e/mnist_raycluster_sdk_oauth_test.py +++ b/tests/e2e/mnist_raycluster_sdk_oauth_test.py @@ -2,7 +2,11 @@ from time import sleep -from codeflare_sdk import Cluster, ClusterConfiguration, TokenAuthentication +from codeflare_sdk import ( + Cluster, + ClusterConfiguration, + TokenAuthentication, +) from codeflare_sdk.ray.client import RayJobClient import pytest @@ -44,8 +48,6 @@ def run_mnist_raycluster_sdk_oauth(self): num_workers=1, head_cpu_requests="500m", head_cpu_limits="500m", - head_memory_requests=4, - head_memory_limits=4, worker_cpu_requests=1, worker_cpu_limits=1, worker_memory_requests=1, @@ -68,6 +70,7 @@ def run_mnist_raycluster_sdk_oauth(self): self.assert_jobsubmit_withoutLogin(cluster) self.assert_jobsubmit_withlogin(cluster) + assert_get_cluster_and_jobsubmit(self, "mnist") # Assertions @@ -132,8 +135,6 @@ def assert_jobsubmit_withlogin(self, cluster): client.delete_job(submission_id) - cluster.down() - def assert_job_completion(self, status): if status == "SUCCEEDED": print(f"Job has completed: '{status}'") diff --git a/tests/e2e/support.py b/tests/e2e/support.py index d76b460c..2ff33e91 100644 --- a/tests/e2e/support.py +++ b/tests/e2e/support.py @@ -3,6 +3,7 @@ import random import string import subprocess +from codeflare_sdk import get_cluster from kubernetes import client, config import kubernetes.client from codeflare_sdk.common.kubernetes_cluster.kube_api_helpers import ( @@ -348,3 +349,45 @@ def get_nodes_by_label(self, node_labels): label_selector = ",".join(f"{k}={v}" for k, v in node_labels.items()) nodes = self.api_instance.list_node(label_selector=label_selector) return [node.metadata.name for node in nodes.items] + + +def assert_get_cluster_and_jobsubmit( + self, cluster_name, accelerator=None, number_of_gpus=None +): + # Retrieve the cluster + cluster = get_cluster(cluster_name, self.namespace, False) + + cluster.details() + + # Initialize the job client + client = cluster.job_client + + # Submit a job and get the submission ID + env_vars = ( + get_setup_env_variables(ACCELERATOR=accelerator) + if accelerator + else get_setup_env_variables() + ) + submission_id = client.submit_job( + entrypoint="python mnist.py", + runtime_env={ + "working_dir": "./tests/e2e/", + "pip": "./tests/e2e/mnist_pip_requirements.txt", + "env_vars": env_vars, + }, + entrypoint_num_cpus=1 if number_of_gpus is None else None, + entrypoint_num_gpus=number_of_gpus, + ) + print(f"Submitted job with ID: {submission_id}") + + # Fetch the list of jobs and validate + job_list = client.list_jobs() + print(f"List of Jobs: {job_list}") + + # Validate the number of jobs in the list + assert len(job_list) == 1 + + # Validate the submission ID matches + assert job_list[0].submission_id == submission_id + + cluster.down() From be9763ae046c21c0921a87faab34ef0f7633d79a Mon Sep 17 00:00:00 2001 From: Ignas Baranauskas Date: Wed, 7 Aug 2024 15:20:02 +0100 Subject: [PATCH 02/73] fix: cluster configuration validation for bool type As bool is a subtype of int, True/False was considered as 1/0 --- src/codeflare_sdk/common/utils/unit_test_support.py | 2 +- src/codeflare_sdk/ray/cluster/config.py | 12 +++++++++--- src/codeflare_sdk/ray/cluster/test_config.py | 4 +++- 3 files changed, 13 insertions(+), 5 deletions(-) diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 9345fbc3..8e034378 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -55,7 +55,7 @@ def createClusterWrongType(): config = ClusterConfiguration( name="unit-test-cluster", namespace="ns", - num_workers=2, + num_workers=True, worker_cpu_requests=[], worker_cpu_limits=4, worker_memory_requests=5, diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index f321c278..b8b097f8 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -242,13 +242,15 @@ def _memory_to_resource(self): def _validate_types(self): """Validate the types of all fields in the ClusterConfiguration dataclass.""" + errors = [] for field_info in fields(self): value = getattr(self, field_info.name) expected_type = field_info.type if not self._is_type(value, expected_type): - raise TypeError( - f"'{field_info.name}' should be of type {expected_type}" - ) + errors.append(f"'{field_info.name}' should be of type {expected_type}.") + + if errors: + raise TypeError("Type validation failed:\n" + "\n".join(errors)) @staticmethod def _is_type(value, expected_type): @@ -268,6 +270,10 @@ def check_type(value, expected_type): ) if origin_type is tuple: return all(check_type(elem, etype) for elem, etype in zip(value, args)) + if expected_type is int: + return isinstance(value, int) and not isinstance(value, bool) + if expected_type is bool: + return isinstance(value, bool) return isinstance(value, expected_type) return check_type(value, expected_type) diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 1423fc2b..3416fc28 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -108,9 +108,11 @@ def test_all_config_params_aw(mocker): def test_config_creation_wrong_type(): - with pytest.raises(TypeError): + with pytest.raises(TypeError) as error_info: createClusterWrongType() + assert len(str(error_info.value).splitlines()) == 4 + def test_cluster_config_deprecation_conversion(mocker): config = ClusterConfiguration( From 3e7a96031dd74034b7fe2245e47871926c8a1d15 Mon Sep 17 00:00:00 2001 From: Akram Ben Aissi Date: Thu, 12 Dec 2024 17:16:37 +0100 Subject: [PATCH 03/73] Exclude unit tests code from coverage --- .github/workflows/coverage-badge.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/coverage-badge.yaml b/.github/workflows/coverage-badge.yaml index bae1212d..ed1b08e4 100644 --- a/.github/workflows/coverage-badge.yaml +++ b/.github/workflows/coverage-badge.yaml @@ -26,7 +26,7 @@ jobs: poetry install --with test - name: Generate coverage report run: | - coverage run -m pytest + coverage run -m pytest --omit="src/**/test_*.py,src/codeflare_sdk/common/utils/unit_test_support.py" - name: Coverage Badge uses: tj-actions/coverage-badge-py@v2 From a6252722b93b040c4e7b5fa42df531e6e15b9d54 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Tue, 17 Dec 2024 16:43:53 +0000 Subject: [PATCH 04/73] build: upgrade kubernetes dependency --- poetry.lock | 24 ++++++++++++++++++------ pyproject.toml | 2 +- 2 files changed, 19 insertions(+), 7 deletions(-) diff --git a/poetry.lock b/poetry.lock index 413122c1..2c9b713e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -880,6 +880,17 @@ files = [ {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"}, ] +[[package]] +name = "durationpy" +version = "0.9" +description = "Module for converting between datetime.timedelta and Go's Duration strings." +optional = false +python-versions = "*" +files = [ + {file = "durationpy-0.9-py3-none-any.whl", hash = "sha256:e65359a7af5cedad07fb77a2dd3f390f8eb0b74cb845589fa6c057086834dd38"}, + {file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"}, +] + [[package]] name = "exceptiongroup" version = "1.2.2" @@ -1749,23 +1760,24 @@ files = [ [[package]] name = "kubernetes" -version = "26.1.0" +version = "31.0.0" description = "Kubernetes python client" optional = false python-versions = ">=3.6" files = [ - {file = "kubernetes-26.1.0-py2.py3-none-any.whl", hash = "sha256:e3db6800abf7e36c38d2629b5cb6b74d10988ee0cba6fba45595a7cbe60c0042"}, - {file = "kubernetes-26.1.0.tar.gz", hash = "sha256:5854b0c508e8d217ca205591384ab58389abdae608576f9c9afc35a3c76a366c"}, + {file = "kubernetes-31.0.0-py2.py3-none-any.whl", hash = "sha256:bf141e2d380c8520eada8b351f4e319ffee9636328c137aa432bc486ca1200e1"}, + {file = "kubernetes-31.0.0.tar.gz", hash = "sha256:28945de906c8c259c1ebe62703b56a03b714049372196f854105afe4e6d014c0"}, ] [package.dependencies] certifi = ">=14.05.14" +durationpy = ">=0.7" google-auth = ">=1.0.1" +oauthlib = ">=3.2.2" python-dateutil = ">=2.5.3" pyyaml = ">=5.4.1" requests = "*" requests-oauthlib = "*" -setuptools = ">=21.0.0" six = ">=1.9.0" urllib3 = ">=1.24.2" websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0" @@ -4212,4 +4224,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "a8bc47ba5ed0d0d30a52b50bf986b85da8cdc8b85f9dbe47ebae32dab695e95f" +content-hash = "6e5e74183be00c02f89e0da419aec0b032025410f8d2ae8685263fb5bc38b911" diff --git a/pyproject.toml b/pyproject.toml index ef88b255..d31ea2e1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -24,7 +24,7 @@ python = "^3.9" openshift-client = "1.0.18" rich = ">=12.5,<14.0" ray = {version = "2.35.0", extras = ["data", "default"]} -kubernetes = ">= 25.3.0, < 27" +kubernetes = ">= 27.2.0" cryptography = "43.0.3" executing = "1.2.0" pydantic = "< 2" From 3ca9f199b6dd8d476d18802c63a33288e669d8a0 Mon Sep 17 00:00:00 2001 From: Ignas Baranauskas Date: Wed, 18 Dec 2024 10:10:04 +0000 Subject: [PATCH 05/73] fix: ipywidget test to expect new error message --- ui-tests/tests/widget_notebook_example.test.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ui-tests/tests/widget_notebook_example.test.ts b/ui-tests/tests/widget_notebook_example.test.ts index d37c225c..3360ba83 100644 --- a/ui-tests/tests/widget_notebook_example.test.ts +++ b/ui-tests/tests/widget_notebook_example.test.ts @@ -81,8 +81,8 @@ test.describe("Visual Regression", () => { await interactWithWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Down")', async (button) => { await button.click(); - const clusterDownMessage = await page.waitForSelector('text=No instances found, nothing to be done.', { timeout: 5000 }); - expect(clusterDownMessage).not.toBeNull(); + const clusterDownMessage = await page.waitForSelector('text=The requested resource could not be located.', { timeout: 5000 }); + expect(await clusterDownMessage.innerText()).toContain('The requested resource could not be located.'); }); await interactWithWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Up")', async (button) => { From 3aaaaa58a57263c97c769926195cc139e9c811d3 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Wed, 18 Dec 2024 10:59:52 +0000 Subject: [PATCH 06/73] build(deps): bump nanoid from 3.3.7 to 3.3.8 in /ui-tests Bumps [nanoid](https://github.com/ai/nanoid) from 3.3.7 to 3.3.8. - [Release notes](https://github.com/ai/nanoid/releases) - [Changelog](https://github.com/ai/nanoid/blob/main/CHANGELOG.md) - [Commits](https://github.com/ai/nanoid/compare/3.3.7...3.3.8) --- updated-dependencies: - dependency-name: nanoid dependency-type: indirect ... Signed-off-by: dependabot[bot] --- ui-tests/yarn.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/ui-tests/yarn.lock b/ui-tests/yarn.lock index cf0b5b0c..bf9629eb 100644 --- a/ui-tests/yarn.lock +++ b/ui-tests/yarn.lock @@ -2059,9 +2059,9 @@ ms@2.0.0: integrity sha512-Tpp60P6IUJDTuOq/5Z8cdskzJujfwqfOTkrwIwj7IRISpnkJnT6SyJ4PCPnGMoFjC9ddhal5KVIYtAt97ix05A== nanoid@^3.3.7: - version "3.3.7" - resolved "https://registry.npmjs.org/nanoid/-/nanoid-3.3.7.tgz#d0c301a691bc8d54efa0a2226ccf3fe2fd656bd8" - integrity sha512-eSRppjcPIatRIMC1U6UngP8XFcz8MQWGQdt1MTBQ7NaAmvXDfvNxbvWV3x2y6CdEUciCSsDHDQZbhYaB8QEo2g== + version "3.3.8" + resolved "https://registry.npmjs.org/nanoid/-/nanoid-3.3.8.tgz#b1be3030bee36aaff18bacb375e5cce521684baf" + integrity sha512-WNLf5Sd8oZxOm+TzppcYk8gVOgP+l58xNy58D0nbUnOxOWRWvlcCV4kUF7ltmI6PsrLl/BgKEyS4mqsGChFN0w== node-fetch@^2.6.7: version "2.7.0" From c8e77fca264b32620b16d7b461855ad4c33de166 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Wed, 18 Dec 2024 11:09:13 +0000 Subject: [PATCH 07/73] ci: fix coverage badge wf and omit test files from unit test coverage --- .github/workflows/coverage-badge.yaml | 2 +- .github/workflows/unit-tests.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/coverage-badge.yaml b/.github/workflows/coverage-badge.yaml index ed1b08e4..af273ce9 100644 --- a/.github/workflows/coverage-badge.yaml +++ b/.github/workflows/coverage-badge.yaml @@ -26,7 +26,7 @@ jobs: poetry install --with test - name: Generate coverage report run: | - coverage run -m pytest --omit="src/**/test_*.py,src/codeflare_sdk/common/utils/unit_test_support.py" + coverage run --omit="src/**/test_*.py,src/codeflare_sdk/common/utils/unit_test_support.py" -m pytest - name: Coverage Badge uses: tj-actions/coverage-badge-py@v2 diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 267e1a6c..51934628 100755 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -26,7 +26,7 @@ jobs: poetry install --with test - name: Test with pytest and check coverage run: | - coverage run -m pytest + coverage run --omit="src/**/test_*.py,src/codeflare_sdk/common/utils/unit_test_support.py" -m pytest coverage=$(coverage report -m | tail -1 | tail -c 4 | head -c 2) if (( $coverage < 90 )); then echo "Coverage failed at ${coverage}%"; exit 1; else echo "Coverage passed, ${coverage}%"; fi - name: Upload to Codecov From 814efb4cf557458957ce01f81569cb9bedda10f2 Mon Sep 17 00:00:00 2001 From: Ignas Baranauskas Date: Thu, 2 Jan 2025 10:30:57 +0000 Subject: [PATCH 08/73] Rename GPU GitHub runner to avoid version confusion (#787) --- .github/workflows/e2e_tests.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/e2e_tests.yaml b/.github/workflows/e2e_tests.yaml index fea42ab6..61781aed 100644 --- a/.github/workflows/e2e_tests.yaml +++ b/.github/workflows/e2e_tests.yaml @@ -21,7 +21,7 @@ env: jobs: kubernetes: - runs-on: ubuntu-20.04-4core-gpu + runs-on: gpu-t4-4-core steps: - name: Checkout code From 757a23c89eebf4868931a8b85982dfcbe0f764d1 Mon Sep 17 00:00:00 2001 From: Ignas Baranauskas Date: Thu, 19 Dec 2024 13:05:04 +0000 Subject: [PATCH 09/73] update GitHub workflows to use Python 3.11 by default --- .../workflows/additional_demo_notebook_tests.yaml | 4 ++-- .github/workflows/coverage-badge.yaml | 4 ++-- .github/workflows/e2e_tests.yaml | 2 +- .github/workflows/guided_notebook_tests.yaml | 6 +++--- .github/workflows/release.yaml | 2 +- .github/workflows/ui_notebooks_test.yaml | 2 +- .github/workflows/unit-tests.yml | 12 ++++++------ 7 files changed, 16 insertions(+), 16 deletions(-) diff --git a/.github/workflows/additional_demo_notebook_tests.yaml b/.github/workflows/additional_demo_notebook_tests.yaml index 03201e10..a081f9ee 100644 --- a/.github/workflows/additional_demo_notebook_tests.yaml +++ b/.github/workflows/additional_demo_notebook_tests.yaml @@ -50,7 +50,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: '3.9' + python-version: '3.11' cache: 'pip' # caching pip dependencies - name: Setup and start KinD cluster @@ -168,7 +168,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: '3.9' + python-version: '3.11' cache: 'pip' # caching pip dependencies - name: Setup and start KinD cluster diff --git a/.github/workflows/coverage-badge.yaml b/.github/workflows/coverage-badge.yaml index af273ce9..e2fdddae 100644 --- a/.github/workflows/coverage-badge.yaml +++ b/.github/workflows/coverage-badge.yaml @@ -13,10 +13,10 @@ jobs: steps: - uses: actions/checkout@v4 - - name: Set up Python 3.9 + - name: Set up Python 3.11 uses: actions/setup-python@v5 with: - python-version: 3.9 + python-version: 3.11 - name: Install dependencies run: | python -m pip install --upgrade pip diff --git a/.github/workflows/e2e_tests.yaml b/.github/workflows/e2e_tests.yaml index 61781aed..fca6d6e7 100644 --- a/.github/workflows/e2e_tests.yaml +++ b/.github/workflows/e2e_tests.yaml @@ -56,7 +56,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: '3.9' + python-version: '3.11' cache: 'pip' # caching pip dependencies - name: Setup NVidia GPU environment for KinD diff --git a/.github/workflows/guided_notebook_tests.yaml b/.github/workflows/guided_notebook_tests.yaml index 7a77d5a3..71a82284 100644 --- a/.github/workflows/guided_notebook_tests.yaml +++ b/.github/workflows/guided_notebook_tests.yaml @@ -49,7 +49,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: '3.9' + python-version: '3.11' cache: 'pip' # caching pip dependencies - name: Setup and start KinD cluster @@ -160,7 +160,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: '3.9' + python-version: '3.11' cache: 'pip' # caching pip dependencies - name: Setup NVidia GPU environment for KinD @@ -282,7 +282,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: '3.9' + python-version: '3.11' cache: 'pip' # caching pip dependencies - name: Setup NVidia GPU environment for KinD diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index ddc23b5a..50e3f9e1 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -17,7 +17,7 @@ on: default: 'project-codeflare' python_version: type: string - default: "3.8" + default: "3.11" required: true poetry_version: type: string diff --git a/.github/workflows/ui_notebooks_test.yaml b/.github/workflows/ui_notebooks_test.yaml index 28f7e06c..6d82c49e 100644 --- a/.github/workflows/ui_notebooks_test.yaml +++ b/.github/workflows/ui_notebooks_test.yaml @@ -49,7 +49,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: "3.9" + python-version: "3.11" cache: "pip" # caching pip dependencies - name: Setup and start KinD cluster diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 51934628..cbe3603d 100755 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -10,16 +10,16 @@ jobs: unit-tests: runs-on: ubuntu-latest - container: - image: quay.io/project-codeflare/codeflare-sdk-precommit:v0.0.3 steps: - uses: actions/checkout@v4 + + - name: Set up python + uses: actions/setup-python@v5 + with: + python-version: '3.11' - name: Install poetry run: pip install poetry - - uses: actions/setup-python@v5 - with: - python-version: '3.8' - - name: Install dependencies + - name: Install dependencies with poetry run: | poetry config virtualenvs.create false poetry lock --no-update From 0c30442931e70b64e67754f0fd8c0da19977018b Mon Sep 17 00:00:00 2001 From: Ignas Baranauskas Date: Thu, 19 Dec 2024 17:45:14 +0000 Subject: [PATCH 10/73] update unit tests to work on both Python 3.9 and 3.11 --- src/codeflare_sdk/common/kueue/test_kueue.py | 34 +++++++++++-------- .../common/utils/unit_test_support.py | 28 +++++++++++++++ src/codeflare_sdk/ray/cluster/test_config.py | 19 ++++++----- tests/test_cluster_yamls/kueue/aw_kueue.yaml | 4 +-- .../kueue/ray_cluster_kueue.yaml | 4 +-- .../ray/default-appwrapper.yaml | 4 +-- .../ray/default-ray-cluster.yaml | 4 +-- 7 files changed, 67 insertions(+), 30 deletions(-) diff --git a/src/codeflare_sdk/common/kueue/test_kueue.py b/src/codeflare_sdk/common/kueue/test_kueue.py index 77095d4d..0093058c 100644 --- a/src/codeflare_sdk/common/kueue/test_kueue.py +++ b/src/codeflare_sdk/common/kueue/test_kueue.py @@ -11,7 +11,12 @@ # 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 ..utils.unit_test_support import get_local_queue, createClusterConfig +from ..utils.unit_test_support import ( + apply_template, + get_local_queue, + createClusterConfig, + get_template_variables, +) from unittest.mock import patch from codeflare_sdk.ray.cluster.cluster import Cluster, ClusterConfiguration import yaml @@ -52,21 +57,21 @@ def test_cluster_creation_no_aw_local_queue(mocker): config.local_queue = "local-queue-default" cluster = Cluster(config) assert cluster.resource_yaml == f"{aw_dir}unit-test-cluster-kueue.yaml" - assert filecmp.cmp( - f"{aw_dir}unit-test-cluster-kueue.yaml", + expected_rc = apply_template( f"{parent}/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml", - shallow=True, + get_template_variables(), ) + with open(f"{aw_dir}unit-test-cluster-kueue.yaml", "r") as f: + cluster_kueue = yaml.load(f, Loader=yaml.FullLoader) + assert cluster_kueue == expected_rc + # With resources loaded in memory, no Local Queue specified. config = createClusterConfig() config.name = "unit-test-cluster-kueue" config.write_to_file = False cluster = Cluster(config) - - with open(f"{parent}/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml") as f: - expected_rc = yaml.load(f, Loader=yaml.FullLoader) - assert cluster.resource_yaml == expected_rc + assert cluster.resource_yaml == expected_rc def test_aw_creation_local_queue(mocker): @@ -86,12 +91,15 @@ def test_aw_creation_local_queue(mocker): config.local_queue = "local-queue-default" cluster = Cluster(config) assert cluster.resource_yaml == f"{aw_dir}unit-test-aw-kueue.yaml" - assert filecmp.cmp( - f"{aw_dir}unit-test-aw-kueue.yaml", + expected_rc = apply_template( f"{parent}/tests/test_cluster_yamls/kueue/aw_kueue.yaml", - shallow=True, + get_template_variables(), ) + with open(f"{aw_dir}unit-test-aw-kueue.yaml", "r") as f: + aw_kueue = yaml.load(f, Loader=yaml.FullLoader) + assert aw_kueue == expected_rc + # With resources loaded in memory, no Local Queue specified. config = createClusterConfig() config.name = "unit-test-aw-kueue" @@ -99,9 +107,7 @@ def test_aw_creation_local_queue(mocker): config.write_to_file = False cluster = Cluster(config) - with open(f"{parent}/tests/test_cluster_yamls/kueue/aw_kueue.yaml") as f: - expected_rc = yaml.load(f, Loader=yaml.FullLoader) - assert cluster.resource_yaml == expected_rc + assert cluster.resource_yaml == expected_rc def test_get_local_queue_exists_fail(mocker): diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 8e034378..4182fc93 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -12,6 +12,8 @@ # See the License for the specific language governing permissions and # limitations under the License. +import string +import sys from codeflare_sdk.ray.cluster.cluster import ( Cluster, ClusterConfiguration, @@ -255,6 +257,32 @@ def arg_check_del_effect(group, version, namespace, plural, name, *args): assert name == "ray-dashboard-unit-test-cluster-ray" +def apply_template(yaml_file_path, variables): + with open(yaml_file_path, "r") as file: + yaml_content = file.read() + + # Create a Template instance and substitute the variables + template = string.Template(yaml_content) + filled_yaml = template.substitute(variables) + + # Now load the filled YAML into a Python object + return yaml.load(filled_yaml, Loader=yaml.FullLoader) + + +def get_expected_image(): + python_version = sys.version_info + if python_version.major == 3 and python_version.minor == 9: + return "quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06" + else: + return "quay.io/modh/ray@sha256:db667df1bc437a7b0965e8031e905d3ab04b86390d764d120e05ea5a5c18d1b4" + + +def get_template_variables(): + return { + "image": get_expected_image(), + } + + def arg_check_apply_effect(group, version, namespace, plural, body, *args): assert namespace == "ns" assert args == tuple() diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 3416fc28..b16cbaf2 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -13,15 +13,15 @@ # limitations under the License. from codeflare_sdk.common.utils.unit_test_support import ( + apply_template, createClusterWrongType, - get_local_queue, create_cluster_all_config_params, + get_template_variables, ) from codeflare_sdk.ray.cluster.cluster import ClusterConfiguration, Cluster from pathlib import Path import filecmp import pytest -import yaml import os parent = Path(__file__).resolve().parents[4] # project directory @@ -36,9 +36,11 @@ def test_default_cluster_creation(mocker): cluster = Cluster(ClusterConfiguration(name="default-cluster", namespace="ns")) - with open(f"{expected_clusters_dir}/ray/default-ray-cluster.yaml") as f: - expected_rc = yaml.load(f, Loader=yaml.FullLoader) - assert cluster.resource_yaml == expected_rc + expected_rc = apply_template( + f"{expected_clusters_dir}/ray/default-ray-cluster.yaml", + get_template_variables(), + ) + assert cluster.resource_yaml == expected_rc def test_default_appwrapper_creation(mocker): @@ -50,9 +52,10 @@ def test_default_appwrapper_creation(mocker): ClusterConfiguration(name="default-appwrapper", namespace="ns", appwrapper=True) ) - with open(f"{expected_clusters_dir}/ray/default-appwrapper.yaml") as f: - expected_aw = yaml.load(f, Loader=yaml.FullLoader) - assert cluster.resource_yaml == expected_aw + expected_aw = apply_template( + f"{expected_clusters_dir}/ray/default-appwrapper.yaml", get_template_variables() + ) + assert cluster.resource_yaml == expected_aw def test_config_creation_all_parameters(mocker): diff --git a/tests/test_cluster_yamls/kueue/aw_kueue.yaml b/tests/test_cluster_yamls/kueue/aw_kueue.yaml index 402ffb6a..b5b5ae3f 100644 --- a/tests/test_cluster_yamls/kueue/aw_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/aw_kueue.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: @@ -103,7 +103,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: diff --git a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml index a5cb3616..ad179a0b 100644 --- a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: @@ -103,7 +103,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: diff --git a/tests/test_cluster_yamls/ray/default-appwrapper.yaml b/tests/test_cluster_yamls/ray/default-appwrapper.yaml index 3e97474d..eadfeaa0 100644 --- a/tests/test_cluster_yamls/ray/default-appwrapper.yaml +++ b/tests/test_cluster_yamls/ray/default-appwrapper.yaml @@ -36,7 +36,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: @@ -101,7 +101,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: diff --git a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml index 34de53d2..056479e6 100644 --- a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml +++ b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml @@ -28,7 +28,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: @@ -93,7 +93,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: "${image}" imagePullPolicy: Always lifecycle: preStop: From 36f578d006f45fd21d6c3fd5c536c49087be72f3 Mon Sep 17 00:00:00 2001 From: Ignas Baranauskas Date: Thu, 19 Dec 2024 19:21:02 +0000 Subject: [PATCH 11/73] update contributing guide and docs to recommend Python 3.11 --- CONTRIBUTING.md | 2 +- docs/sphinx/user-docs/e2e.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 884632da..8a87bad4 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -6,7 +6,7 @@ Thank you for your interest in contributing to the CodeFlare SDK! ### Prerequisites -- Python 3.9 +- Python 3.11 - [Poetry](https://python-poetry.org/) ### Setting Up Your Development Environment diff --git a/docs/sphinx/user-docs/e2e.rst b/docs/sphinx/user-docs/e2e.rst index 846536f1..6f3d1462 100644 --- a/docs/sphinx/user-docs/e2e.rst +++ b/docs/sphinx/user-docs/e2e.rst @@ -4,7 +4,7 @@ Running e2e tests locally Pre-requisites ^^^^^^^^^^^^^^ -- We recommend using Python 3.9, along with Poetry. +- We recommend using Python 3.11, along with Poetry. On KinD clusters ---------------- From 7cb6631ffa77c5cdbb7a55eb6f3b0c309ae02aed Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Thu, 2 Jan 2025 11:21:43 +0000 Subject: [PATCH 12/73] Updated coverage.svg --- coverage.svg | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/coverage.svg b/coverage.svg index 59d64b37..c1490035 100644 --- a/coverage.svg +++ b/coverage.svg @@ -15,7 +15,7 @@ coverage coverage - 93% - 93% + 90% + 90% From 1225d3888f1090acb17270d92fd8118cca4ab63a Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Thu, 2 Jan 2025 12:11:44 +0000 Subject: [PATCH 13/73] build(deps): bump jinja2 from 3.1.4 to 3.1.5 Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.4 to 3.1.5. - [Release notes](https://github.com/pallets/jinja/releases) - [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst) - [Commits](https://github.com/pallets/jinja/compare/3.1.4...3.1.5) --- updated-dependencies: - dependency-name: jinja2 dependency-type: indirect ... Signed-off-by: dependabot[bot] --- poetry.lock | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/poetry.lock b/poetry.lock index 2c9b713e..88224764 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1457,13 +1457,13 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"] [[package]] name = "jinja2" -version = "3.1.4" +version = "3.1.5" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" files = [ - {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, - {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, + {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"}, + {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"}, ] [package.dependencies] From 28ef1380d75feede4e19030ebe6145c32908be7b Mon Sep 17 00:00:00 2001 From: Karel Suta Date: Thu, 2 Jan 2025 13:42:50 +0100 Subject: [PATCH 14/73] Rename GPU GitHub runner to avoid version confusion --- .github/workflows/guided_notebook_tests.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/guided_notebook_tests.yaml b/.github/workflows/guided_notebook_tests.yaml index 71a82284..dc44a4bf 100644 --- a/.github/workflows/guided_notebook_tests.yaml +++ b/.github/workflows/guided_notebook_tests.yaml @@ -125,7 +125,7 @@ jobs: verify-1_cluster_job_client: if: ${{ contains(github.event.pull_request.labels.*.name, 'test-guided-notebooks') }} - runs-on: ubuntu-20.04-4core-gpu + runs-on: gpu-t4-4-core steps: - name: Checkout code @@ -247,7 +247,7 @@ jobs: verify-2_basic_interactive: if: ${{ contains(github.event.pull_request.labels.*.name, 'test-guided-notebooks') }} - runs-on: ubuntu-20.04-4core-gpu + runs-on: gpu-t4-4-core steps: - name: Checkout code From 6936c2ccfbd7e3fd1aa300e834c89307112101dc Mon Sep 17 00:00:00 2001 From: ChristianZaccaria Date: Thu, 2 Jan 2025 12:55:20 +0000 Subject: [PATCH 15/73] Run workflow on labeling a pull request --- .github/workflows/guided_notebook_tests.yaml | 1 + .github/workflows/ui_notebooks_test.yaml | 1 + 2 files changed, 2 insertions(+) diff --git a/.github/workflows/guided_notebook_tests.yaml b/.github/workflows/guided_notebook_tests.yaml index dc44a4bf..5c241615 100644 --- a/.github/workflows/guided_notebook_tests.yaml +++ b/.github/workflows/guided_notebook_tests.yaml @@ -3,6 +3,7 @@ name: Guided notebooks tests on: pull_request: branches: [ main ] + types: [ labeled ] concurrency: group: ${{ github.head_ref }}-${{ github.workflow }} diff --git a/.github/workflows/ui_notebooks_test.yaml b/.github/workflows/ui_notebooks_test.yaml index 6d82c49e..d18d0e61 100644 --- a/.github/workflows/ui_notebooks_test.yaml +++ b/.github/workflows/ui_notebooks_test.yaml @@ -3,6 +3,7 @@ name: UI notebooks tests on: pull_request: branches: [ main ] + types: [ labeled ] concurrency: group: ${{ github.head_ref }}-${{ github.workflow }} From 77e79524930296e007e7e11e10114331046d6eff Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Thu, 19 Dec 2024 12:03:44 +0000 Subject: [PATCH 16/73] feat: add annotations parameter to cluster configuration --- src/codeflare_sdk/ray/cluster/build_ray_cluster.py | 7 +++---- src/codeflare_sdk/ray/cluster/config.py | 3 +++ 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index e590d483..11171338 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -191,7 +191,7 @@ def get_metadata(cluster: "codeflare_sdk.ray.cluster.Cluster"): ) # Get the NB annotation if it exists - could be useful in future for a "annotations" parameter. - annotations = get_nb_annotations() + annotations = with_nb_annotations(cluster.config.annotations) if annotations != {}: object_meta.annotations = annotations # As annotations are not a guarantee they are appended to the metadata after creation. return object_meta @@ -213,11 +213,10 @@ def get_labels(cluster: "codeflare_sdk.ray.cluster.Cluster"): return labels -def get_nb_annotations(): +def with_nb_annotations(annotations: dict): """ - The get_nb_annotations() function generates the annotation for NB Prefix if the SDK is running in a notebook + The with_nb_annotations() function generates the annotation for NB Prefix if the SDK is running in a notebook and appends any user set annotations """ - annotations = {} # Notebook annotation nb_prefix = os.environ.get("NB_PREFIX") diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index b8b097f8..e3069029 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -89,6 +89,8 @@ class ClusterConfiguration: A dictionary of custom resource mappings to map extended resource requests to RayCluster resource names overwrite_default_resource_mapping: A boolean indicating whether to overwrite the default resource mapping. + annotations: + A dictionary of annotations to apply to the cluster. """ name: str @@ -126,6 +128,7 @@ class ClusterConfiguration: extended_resource_mapping: Dict[str, str] = field(default_factory=dict) overwrite_default_resource_mapping: bool = False local_queue: Optional[str] = None + annotations: Dict[str, str] = field(default_factory=dict) def __post_init__(self): if not self.verify_tls: From 2fc94881c9970362bd3b12d968fac31ec5902729 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Thu, 19 Dec 2024 12:05:16 +0000 Subject: [PATCH 17/73] test: add unit test for annotations parameter --- src/codeflare_sdk/common/utils/unit_test_support.py | 1 + src/codeflare_sdk/ray/cluster/test_config.py | 5 +++++ .../test_cluster_yamls/appwrapper/unit-test-all-params.yaml | 2 ++ tests/test_cluster_yamls/ray/unit-test-all-params.yaml | 2 ++ 4 files changed, 10 insertions(+) diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 4182fc93..388b6b4e 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -442,5 +442,6 @@ def create_cluster_all_config_params(mocker, cluster_name, is_appwrapper) -> Clu extended_resource_mapping={"example.com/gpu": "GPU", "intel.com/gpu": "TPU"}, overwrite_default_resource_mapping=True, local_queue="local-queue-default", + annotations={"key1": "value1", "key2": "value2"}, ) return Cluster(config) diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index b16cbaf2..aafb23dd 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -93,6 +93,11 @@ def test_config_creation_all_parameters(mocker): ) assert cluster.config.overwrite_default_resource_mapping == True assert cluster.config.local_queue == "local-queue-default" + assert cluster.config.annotations == { + "app.kubernetes.io/managed-by": "test-prefix", + "key1": "value1", + "key2": "value2", + } assert filecmp.cmp( f"{aw_dir}test-all-params.yaml", diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index 6d2c5440..36d186d1 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -13,6 +13,8 @@ spec: metadata: annotations: app.kubernetes.io/managed-by: test-prefix + key1: value1 + key2: value2 labels: controller-tools.k8s.io: '1.0' key1: value1 diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index 8426eede..a6514bd8 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -3,6 +3,8 @@ kind: RayCluster metadata: annotations: app.kubernetes.io/managed-by: test-prefix + key1: value1 + key2: value2 labels: controller-tools.k8s.io: '1.0' key1: value1 From 22a24d8769421c1130740289a3998a880ce1f48b Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Thu, 19 Dec 2024 12:07:26 +0000 Subject: [PATCH 18/73] docs: update user docs with annotations parameter example --- docs/sphinx/user-docs/cluster-configuration.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index dc3f2cf4..411760f8 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -26,6 +26,7 @@ requirements for creating the Ray Cluster. worker_memory_limits=2, # Default 2 # image="", # Optional Field labels={"exampleLabel": "example", "secondLabel": "example"}, + annotations={"key1":"value1", "key2":"value2"}, )) .. note:: From 7fef14b83469fd9e65070aca705b29b094543e53 Mon Sep 17 00:00:00 2001 From: Karel Suta Date: Fri, 3 Jan 2025 12:12:33 +0100 Subject: [PATCH 19/73] Migrate GitHub runners to newest Ubuntu --- .github/workflows/additional_demo_notebook_tests.yaml | 4 ++-- .github/workflows/guided_notebook_tests.yaml | 2 +- .github/workflows/odh-notebooks-sync.yml | 2 +- .github/workflows/ui_notebooks_test.yaml | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/.github/workflows/additional_demo_notebook_tests.yaml b/.github/workflows/additional_demo_notebook_tests.yaml index a081f9ee..096cb509 100644 --- a/.github/workflows/additional_demo_notebook_tests.yaml +++ b/.github/workflows/additional_demo_notebook_tests.yaml @@ -15,7 +15,7 @@ env: jobs: verify-local_interactive: if: ${{ github.event.label.name == 'test-additional-notebooks' }} - runs-on: ubuntu-20.04-4core + runs-on: ubuntu-latest-4core steps: - name: Checkout code @@ -133,7 +133,7 @@ jobs: verify-ray_job_client: if: ${{ github.event.label.name == 'test-additional-notebooks' }} - runs-on: ubuntu-20.04-4core + runs-on: ubuntu-latest-4core steps: - name: Checkout code diff --git a/.github/workflows/guided_notebook_tests.yaml b/.github/workflows/guided_notebook_tests.yaml index 5c241615..3309c6a1 100644 --- a/.github/workflows/guided_notebook_tests.yaml +++ b/.github/workflows/guided_notebook_tests.yaml @@ -15,7 +15,7 @@ env: jobs: verify-0_basic_ray: if: ${{ contains(github.event.pull_request.labels.*.name, 'test-guided-notebooks') }} - runs-on: ubuntu-20.04-4core + runs-on: ubuntu-latest-4core steps: - name: Checkout code diff --git a/.github/workflows/odh-notebooks-sync.yml b/.github/workflows/odh-notebooks-sync.yml index f0853bff..c2ae6d3a 100644 --- a/.github/workflows/odh-notebooks-sync.yml +++ b/.github/workflows/odh-notebooks-sync.yml @@ -37,7 +37,7 @@ env: jobs: build: - runs-on: ubuntu-22.04-8core + runs-on: ubuntu-latest-8core steps: - name: Clone repository and Sync run: | diff --git a/.github/workflows/ui_notebooks_test.yaml b/.github/workflows/ui_notebooks_test.yaml index d18d0e61..1b5ad524 100644 --- a/.github/workflows/ui_notebooks_test.yaml +++ b/.github/workflows/ui_notebooks_test.yaml @@ -15,7 +15,7 @@ env: jobs: verify-3_widget_example: if: ${{ contains(github.event.pull_request.labels.*.name, 'test-guided-notebooks') || contains(github.event.pull_request.labels.*.name, 'test-ui-notebooks') }} - runs-on: ubuntu-20.04-4core + runs-on: ubuntu-latest-4core steps: - name: Checkout code From 6b0a3ccee5acdaf2541ea8f034c58dbcab559a70 Mon Sep 17 00:00:00 2001 From: Ignas Baranauskas Date: Mon, 6 Jan 2025 10:05:49 +0000 Subject: [PATCH 20/73] fix: remove --no-update as it is the default in poetry 2.0 --- .github/workflows/coverage-badge.yaml | 2 +- .github/workflows/unit-tests.yml | 2 +- tests/e2e/install-codeflare-sdk.sh | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/coverage-badge.yaml b/.github/workflows/coverage-badge.yaml index e2fdddae..0d2d41f6 100644 --- a/.github/workflows/coverage-badge.yaml +++ b/.github/workflows/coverage-badge.yaml @@ -22,7 +22,7 @@ jobs: python -m pip install --upgrade pip pip install poetry poetry config virtualenvs.create false - poetry lock --no-update + poetry lock poetry install --with test - name: Generate coverage report run: | diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index cbe3603d..6697fc80 100755 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -22,7 +22,7 @@ jobs: - name: Install dependencies with poetry run: | poetry config virtualenvs.create false - poetry lock --no-update + poetry lock poetry install --with test - name: Test with pytest and check coverage run: | diff --git a/tests/e2e/install-codeflare-sdk.sh b/tests/e2e/install-codeflare-sdk.sh index e7808582..8ec5e1e6 100644 --- a/tests/e2e/install-codeflare-sdk.sh +++ b/tests/e2e/install-codeflare-sdk.sh @@ -9,7 +9,7 @@ poetry config virtualenvs.create false cd codeflare-sdk # Lock dependencies and install them -poetry lock --no-update +poetry lock poetry install --with test,docs # Return to the workdir From ca834c7f7dcf61d4a6acb495a1aea20128b2d5bd Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Thu, 21 Nov 2024 14:17:07 +0000 Subject: [PATCH 21/73] feat: add custom volumes/volume mounts for ray clusters --- .../ray/cluster/build_ray_cluster.py | 26 ++++++++++++++++--- src/codeflare_sdk/ray/cluster/config.py | 7 +++++ 2 files changed, 30 insertions(+), 3 deletions(-) diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 11171338..a08f3f73 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -249,7 +249,7 @@ def get_pod_spec(cluster: "codeflare_sdk.ray.cluster.Cluster", containers): """ pod_spec = V1PodSpec( containers=containers, - volumes=VOLUMES, + volumes=generate_custom_storage(cluster.config.volumes, VOLUMES), ) if cluster.config.image_pull_secrets != []: pod_spec.image_pull_secrets = generate_image_pull_secrets(cluster) @@ -295,7 +295,9 @@ def get_head_container_spec( cluster.config.head_memory_limits, cluster.config.head_extended_resource_requests, ), - volume_mounts=VOLUME_MOUNTS, + volume_mounts=generate_custom_storage( + cluster.config.volume_mounts, VOLUME_MOUNTS + ), ) if cluster.config.envs != {}: head_container.env = generate_env_vars(cluster) @@ -337,7 +339,9 @@ def get_worker_container_spec( cluster.config.worker_memory_limits, cluster.config.worker_extended_resource_requests, ), - volume_mounts=VOLUME_MOUNTS, + volume_mounts=generate_custom_storage( + cluster.config.volume_mounts, VOLUME_MOUNTS + ), ) if cluster.config.envs != {}: @@ -521,6 +525,22 @@ def wrap_cluster( # Etc. +def generate_custom_storage(provided_storage: list, default_storage: list): + """ + The generate_custom_storage function updates the volumes/volume mounts configs with the default volumes/volume mounts. + """ + storage_list = provided_storage.copy() + + if storage_list == []: + storage_list = default_storage + else: + # We append the list of volumes/volume mounts with the defaults and return the full list + for storage in default_storage: + storage_list.append(storage) + + return storage_list + + def write_to_file(cluster: "codeflare_sdk.ray.cluster.Cluster", resource: dict): """ The write_to_file function writes the built Ray Cluster/AppWrapper dict as a yaml file in the .codeflare folder diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index e3069029..7a78e730 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -22,6 +22,7 @@ import warnings from dataclasses import dataclass, field, fields from typing import Dict, List, Optional, Union, get_args, get_origin +from kubernetes.client import V1Volume, V1VolumeMount dir = pathlib.Path(__file__).parent.parent.resolve() @@ -91,6 +92,10 @@ class ClusterConfiguration: A boolean indicating whether to overwrite the default resource mapping. annotations: A dictionary of annotations to apply to the cluster. + volumes: + A list of V1Volume objects to add to the Cluster + volume_mounts: + A list of V1VolumeMount objects to add to the Cluster """ name: str @@ -129,6 +134,8 @@ class ClusterConfiguration: overwrite_default_resource_mapping: bool = False local_queue: Optional[str] = None annotations: Dict[str, str] = field(default_factory=dict) + volumes: list[V1Volume] = field(default_factory=list) + volume_mounts: list[V1VolumeMount] = field(default_factory=list) def __post_init__(self): if not self.verify_tls: From 7e5f896681611335c4e791d83474c4e8696ffca6 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Thu, 21 Nov 2024 14:50:03 +0000 Subject: [PATCH 22/73] test: add volumes/volume mounts tests --- .../common/utils/unit_test_support.py | 42 +++++++++++++++++++ src/codeflare_sdk/ray/cluster/test_config.py | 4 ++ .../appwrapper/unit-test-all-params.yaml | 36 ++++++++++++++++ .../ray/unit-test-all-params.yaml | 36 ++++++++++++++++ 4 files changed, 118 insertions(+) diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 388b6b4e..82f301a2 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -417,6 +417,7 @@ def create_cluster_all_config_params(mocker, cluster_name, is_appwrapper) -> Clu "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) + volumes, volume_mounts = get_example_extended_storage_opts() config = ClusterConfiguration( name=cluster_name, @@ -443,5 +444,46 @@ def create_cluster_all_config_params(mocker, cluster_name, is_appwrapper) -> Clu overwrite_default_resource_mapping=True, local_queue="local-queue-default", annotations={"key1": "value1", "key2": "value2"}, + volumes=volumes, + volume_mounts=volume_mounts, ) return Cluster(config) + + +def get_example_extended_storage_opts(): + from kubernetes.client import ( + V1Volume, + V1VolumeMount, + V1EmptyDirVolumeSource, + V1ConfigMapVolumeSource, + V1KeyToPath, + V1SecretVolumeSource, + ) + + volume_mounts = [ + V1VolumeMount(mount_path="/home/ray/test1", name="test"), + V1VolumeMount( + mount_path="/home/ray/test2", + name="test2", + ), + V1VolumeMount( + mount_path="/home/ray/test2", + name="test3", + ), + ] + + volumes = [ + V1Volume( + name="test", + empty_dir=V1EmptyDirVolumeSource(size_limit="500Gi"), + ), + V1Volume( + name="test2", + config_map=V1ConfigMapVolumeSource( + name="config-map-test", + items=[V1KeyToPath(key="test", path="/home/ray/test2/data.txt")], + ), + ), + V1Volume(name="test3", secret=V1SecretVolumeSource(secret_name="test-secret")), + ] + return volumes, volume_mounts diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index aafb23dd..5302e0eb 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -15,6 +15,7 @@ from codeflare_sdk.common.utils.unit_test_support import ( apply_template, createClusterWrongType, + get_example_extended_storage_opts, create_cluster_all_config_params, get_template_variables, ) @@ -64,6 +65,7 @@ def test_config_creation_all_parameters(mocker): expected_extended_resource_mapping = DEFAULT_RESOURCE_MAPPING expected_extended_resource_mapping.update({"example.com/gpu": "GPU"}) expected_extended_resource_mapping["intel.com/gpu"] = "TPU" + volumes, volume_mounts = get_example_extended_storage_opts() cluster = create_cluster_all_config_params(mocker, "test-all-params", False) assert cluster.config.name == "test-all-params" and cluster.config.namespace == "ns" @@ -98,6 +100,8 @@ def test_config_creation_all_parameters(mocker): "key1": "value1", "key2": "value2", } + assert cluster.config.volumes == volumes + assert cluster.config.volume_mounts == volume_mounts assert filecmp.cmp( f"{aw_dir}test-all-params.yaml", diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index 36d186d1..e0ecc75d 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -78,6 +78,12 @@ spec: memory: 12G nvidia.com/gpu: 1 volumeMounts: + - mountPath: /home/ray/test1 + name: test + - mountPath: /home/ray/test2 + name: test2 + - mountPath: /home/ray/test2 + name: test3 - mountPath: /etc/pki/tls/certs/odh-trusted-ca-bundle.crt name: odh-trusted-ca-cert subPath: odh-trusted-ca-bundle.crt @@ -94,6 +100,18 @@ spec: - name: secret1 - name: secret2 volumes: + - emptyDir: + sizeLimit: 500Gi + name: test + - configMap: + items: + - key: test + path: /home/ray/test2/data.txt + name: config-map-test + name: test2 + - name: test3 + secret: + secretName: test-secret - configMap: items: - key: ca-bundle.crt @@ -146,6 +164,12 @@ spec: memory: 12G nvidia.com/gpu: 1 volumeMounts: + - mountPath: /home/ray/test1 + name: test + - mountPath: /home/ray/test2 + name: test2 + - mountPath: /home/ray/test2 + name: test3 - mountPath: /etc/pki/tls/certs/odh-trusted-ca-bundle.crt name: odh-trusted-ca-cert subPath: odh-trusted-ca-bundle.crt @@ -162,6 +186,18 @@ spec: - name: secret1 - name: secret2 volumes: + - emptyDir: + sizeLimit: 500Gi + name: test + - configMap: + items: + - key: test + path: /home/ray/test2/data.txt + name: config-map-test + name: test2 + - name: test3 + secret: + secretName: test-secret - configMap: items: - key: ca-bundle.crt diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index a6514bd8..e743e9fe 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -69,6 +69,12 @@ spec: memory: 12G nvidia.com/gpu: 1 volumeMounts: + - mountPath: /home/ray/test1 + name: test + - mountPath: /home/ray/test2 + name: test2 + - mountPath: /home/ray/test2 + name: test3 - mountPath: /etc/pki/tls/certs/odh-trusted-ca-bundle.crt name: odh-trusted-ca-cert subPath: odh-trusted-ca-bundle.crt @@ -85,6 +91,18 @@ spec: - name: secret1 - name: secret2 volumes: + - emptyDir: + sizeLimit: 500Gi + name: test + - configMap: + items: + - key: test + path: /home/ray/test2/data.txt + name: config-map-test + name: test2 + - name: test3 + secret: + secretName: test-secret - configMap: items: - key: ca-bundle.crt @@ -137,6 +155,12 @@ spec: memory: 12G nvidia.com/gpu: 1 volumeMounts: + - mountPath: /home/ray/test1 + name: test + - mountPath: /home/ray/test2 + name: test2 + - mountPath: /home/ray/test2 + name: test3 - mountPath: /etc/pki/tls/certs/odh-trusted-ca-bundle.crt name: odh-trusted-ca-cert subPath: odh-trusted-ca-bundle.crt @@ -153,6 +177,18 @@ spec: - name: secret1 - name: secret2 volumes: + - emptyDir: + sizeLimit: 500Gi + name: test + - configMap: + items: + - key: test + path: /home/ray/test2/data.txt + name: config-map-test + name: test2 + - name: test3 + secret: + secretName: test-secret - configMap: items: - key: ca-bundle.crt From 051ee3c470e95d87c88829b81166409a410ece09 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Thu, 21 Nov 2024 15:20:54 +0000 Subject: [PATCH 23/73] docs: add user docs for custom volumes/volume mounts --- .../user-docs/cluster-configuration.rst | 49 +++++++++++++++++++ 1 file changed, 49 insertions(+) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index 411760f8..9f9fdddb 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -27,6 +27,8 @@ requirements for creating the Ray Cluster. # image="", # Optional Field labels={"exampleLabel": "example", "secondLabel": "example"}, annotations={"key1":"value1", "key2":"value2"}, + volumes=[], # See Custom Volumes/Volume Mounts + volume_mounts=[], # See Custom Volumes/Volume Mounts )) .. note:: @@ -49,6 +51,53 @@ apply additional labels to the RayCluster resource. After creating their ``cluster``, a user can call ``cluster.up()`` and ``cluster.down()`` to respectively create or remove the Ray Cluster. +Custom Volumes/Volume Mounts +---------------------------- +| To add custom Volumes and Volume Mounts to your Ray Cluster you need to create two lists ``volumes`` and ``volume_mounts``. The lists consist of ``V1Volume`` and ``V1VolumeMount`` objects respectively. +| Populating these parameters will create Volumes and Volume Mounts for the head and each worker pod. + +.. code:: python + + from kubernetes.client import V1Volume, V1VolumeMount, V1EmptyDirVolumeSource, V1ConfigMapVolumeSource, V1KeyToPath, V1SecretVolumeSource + # In this example we are using the Config Map, EmptyDir and Secret Volume types + volume_mounts_list = [ + V1VolumeMount( + mount_path="/home/ray/test1", + name = "test" + ), + V1VolumeMount( + mount_path = "/home/ray/test2", + name = "test2", + ), + V1VolumeMount( + mount_path = "/home/ray/test3", + name = "test3", + ) + ] + + volumes_list = [ + V1Volume( + name="test", + empty_dir=V1EmptyDirVolumeSource(size_limit="2Gi"), + ), + V1Volume( + name="test2", + config_map=V1ConfigMapVolumeSource( + name="test-config-map", + items=[V1KeyToPath(key="test", path="data.txt")] + ) + ), + V1Volume( + name="test3", + secret=V1SecretVolumeSource( + secret_name="test-secret" + ) + ) + ] + +| For more information on creating Volumes and Volume Mounts with Python check out the Python Kubernetes docs (`Volumes `__, `Volume Mounts `__). +| You can also find further information on Volumes and Volume Mounts by visiting the Kubernetes `documentation `__. + Deprecating Parameters ---------------------- From d89ee5a5320056c131da258e3c61d6de71bb9549 Mon Sep 17 00:00:00 2001 From: Jiri Petrlik Date: Mon, 6 Jan 2025 14:13:45 +0100 Subject: [PATCH 24/73] RHOAIENG-8098 - ClusterConfiguration should support tolerations --- .../common/utils/unit_test_support.py | 11 +++++++++ .../ray/cluster/build_ray_cluster.py | 24 +++++++++++++++---- src/codeflare_sdk/ray/cluster/config.py | 13 ++++++++-- .../appwrapper/unit-test-all-params.yaml | 10 ++++++++ .../ray/unit-test-all-params.yaml | 10 ++++++++ 5 files changed, 62 insertions(+), 6 deletions(-) diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 82f301a2..373283b8 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -22,6 +22,7 @@ import yaml from pathlib import Path from kubernetes import client +from kubernetes.client import V1Toleration from unittest.mock import patch parent = Path(__file__).resolve().parents[4] # project directory @@ -427,8 +428,18 @@ def create_cluster_all_config_params(mocker, cluster_name, is_appwrapper) -> Clu head_memory_requests=12, head_memory_limits=16, head_extended_resource_requests={"nvidia.com/gpu": 1, "intel.com/gpu": 2}, + head_tolerations=[ + V1Toleration( + key="key1", operator="Equal", value="value1", effect="NoSchedule" + ) + ], worker_cpu_requests=4, worker_cpu_limits=8, + worker_tolerations=[ + V1Toleration( + key="key2", operator="Equal", value="value2", effect="NoSchedule" + ) + ], num_workers=10, worker_memory_requests=12, worker_memory_limits=16, diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index a08f3f73..215ac32e 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -16,7 +16,7 @@ This sub-module exists primarily to be used internally by the Cluster object (in the cluster sub-module) for RayCluster/AppWrapper generation. """ -from typing import Union, Tuple, Dict +from typing import List, Union, Tuple, Dict from ...common import _kube_api_error_handling from ...common.kubernetes_cluster import get_api_client, config_check from kubernetes.client.exceptions import ApiException @@ -40,6 +40,7 @@ V1PodTemplateSpec, V1PodSpec, V1LocalObjectReference, + V1Toleration, ) import yaml @@ -139,7 +140,11 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): "resources": head_resources, }, "template": { - "spec": get_pod_spec(cluster, [get_head_container_spec(cluster)]) + "spec": get_pod_spec( + cluster, + [get_head_container_spec(cluster)], + cluster.config.head_tolerations, + ) }, }, "workerGroupSpecs": [ @@ -154,7 +159,11 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): "resources": worker_resources, }, "template": V1PodTemplateSpec( - spec=get_pod_spec(cluster, [get_worker_container_spec(cluster)]) + spec=get_pod_spec( + cluster, + [get_worker_container_spec(cluster)], + cluster.config.worker_tolerations, + ) ), } ], @@ -243,14 +252,21 @@ def update_image(image) -> str: return image -def get_pod_spec(cluster: "codeflare_sdk.ray.cluster.Cluster", containers): +def get_pod_spec( + cluster: "codeflare_sdk.ray.cluster.Cluster", + containers: List, + tolerations: List[V1Toleration], +) -> V1PodSpec: """ The get_pod_spec() function generates a V1PodSpec for the head/worker containers """ + pod_spec = V1PodSpec( containers=containers, volumes=generate_custom_storage(cluster.config.volumes, VOLUMES), + tolerations=tolerations or None, ) + if cluster.config.image_pull_secrets != []: pod_spec.image_pull_secrets = generate_image_pull_secrets(cluster) diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index 7a78e730..ab64be83 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -22,7 +22,7 @@ import warnings from dataclasses import dataclass, field, fields from typing import Dict, List, Optional, Union, get_args, get_origin -from kubernetes.client import V1Volume, V1VolumeMount +from kubernetes.client import V1Toleration, V1Volume, V1VolumeMount dir = pathlib.Path(__file__).parent.parent.resolve() @@ -58,6 +58,8 @@ class ClusterConfiguration: The number of GPUs to allocate to the head node. (Deprecated, use head_extended_resource_requests) head_extended_resource_requests: A dictionary of extended resource requests for the head node. ex: {"nvidia.com/gpu": 1} + head_tolerations: + List of tolerations for head nodes. min_cpus: The minimum number of CPUs to allocate to each worker. max_cpus: @@ -70,6 +72,8 @@ class ClusterConfiguration: The maximum amount of memory to allocate to each worker. num_gpus: The number of GPUs to allocate to each worker. (Deprecated, use worker_extended_resource_requests) + worker_tolerations: + List of tolerations for worker nodes. appwrapper: A boolean indicating whether to use an AppWrapper. envs: @@ -110,6 +114,7 @@ class ClusterConfiguration: head_extended_resource_requests: Dict[str, Union[str, int]] = field( default_factory=dict ) + head_tolerations: Optional[List[V1Toleration]] = None worker_cpu_requests: Union[int, str] = 1 worker_cpu_limits: Union[int, str] = 1 min_cpus: Optional[Union[int, str]] = None # Deprecating @@ -120,6 +125,7 @@ class ClusterConfiguration: min_memory: Optional[Union[int, str]] = None # Deprecating max_memory: Optional[Union[int, str]] = None # Deprecating num_gpus: Optional[int] = None # Deprecating + worker_tolerations: Optional[List[V1Toleration]] = None appwrapper: bool = False envs: Dict[str, str] = field(default_factory=dict) image: str = "" @@ -272,7 +278,10 @@ def check_type(value, expected_type): if origin_type is Union: return any(check_type(value, union_type) for union_type in args) if origin_type is list: - return all(check_type(elem, args[0]) for elem in value) + if value is not None: + return all(check_type(elem, args[0]) for elem in (value or [])) + else: + return True if origin_type is dict: return all( check_type(k, args[0]) and check_type(v, args[1]) diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index e0ecc75d..0977d659 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -99,6 +99,11 @@ spec: imagePullSecrets: - name: secret1 - name: secret2 + tolerations: + - effect: NoSchedule + key: key1 + operator: Equal + value: value1 volumes: - emptyDir: sizeLimit: 500Gi @@ -185,6 +190,11 @@ spec: imagePullSecrets: - name: secret1 - name: secret2 + tolerations: + - effect: NoSchedule + key: key2 + operator: Equal + value: value2 volumes: - emptyDir: sizeLimit: 500Gi diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index e743e9fe..188319ab 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -90,6 +90,11 @@ spec: imagePullSecrets: - name: secret1 - name: secret2 + tolerations: + - effect: NoSchedule + key: key1 + operator: Equal + value: value1 volumes: - emptyDir: sizeLimit: 500Gi @@ -176,6 +181,11 @@ spec: imagePullSecrets: - name: secret1 - name: secret2 + tolerations: + - effect: NoSchedule + key: key2 + operator: Equal + value: value2 volumes: - emptyDir: sizeLimit: 500Gi From 000d9c370fa7bc5c44681a91371de1c2d8fee637 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Fri, 10 Jan 2025 10:17:57 +0000 Subject: [PATCH 25/73] ci: remove intel from image updates in odh sync workflow --- .github/workflows/odh-notebooks-sync.yml | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/.github/workflows/odh-notebooks-sync.yml b/.github/workflows/odh-notebooks-sync.yml index c2ae6d3a..0f83eee5 100644 --- a/.github/workflows/odh-notebooks-sync.yml +++ b/.github/workflows/odh-notebooks-sync.yml @@ -56,10 +56,8 @@ jobs: python-version: ${{ env.PYTHON_VERSION }} cache: 'pipenv' - # Sync fails with pipenv 2024.1.0 (current latest version) - # TODO: We should retry with later versions of pipenv once they are available. - name: Install pipenv and pip-versions - run: pip install pipenv==2024.0.3 pip-versions + run: pip install pipenv==2024.4.0 pip-versions - name: Update Pipfiles in accordance with Codeflare-SDK latest release run: | @@ -74,7 +72,7 @@ jobs: # replace existing version of cf-sdk with new version in Pipfile sed -i "s/codeflare-sdk = .*$/codeflare-sdk = \"~=$CODEFLARE_RELEASE_VERSION\"/g" Pipfile # Lock dependencies, ensuring pre-release are included and clear previous state - if ! pipenv lock --pre --clear ; then + if ! pipenv lock --verbose --pre --clear ; then echo "Failed to lock dependencies" exit 1 fi @@ -98,7 +96,8 @@ jobs: echo "Version ${CODEFLARE_RELEASE_VERSION} is available for $package_name" # list all Pipfile paths having Codeflare-SDK listed # Extracting only directories from file paths, excluding a `.gitworkflow` and `.git` directory - directories+=($(grep --exclude-dir=.git --exclude-dir=.github --include="Pipfile*" -rl "${package_name} = \"~=.*\"" | xargs dirname | sort | uniq)) + # Extracting Intel directories as they are not supported in RHOAI + directories+=($(grep --exclude-dir=.git --exclude-dir=.github --exclude-dir=intel --exclude-dir=jupyter/intel --include="Pipfile*" -rl "${package_name} = \"~=.*\"" | xargs dirname | sort | uniq)) counter=0 total=${#directories[@]} for dir in "${directories[@]}"; do From b5c13dc205654ef86bcb9538275e976e33e46f92 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Fri, 10 Jan 2025 13:16:47 +0000 Subject: [PATCH 26/73] ci: remove tensorflow from image updates in odh sync workflow --- .github/workflows/odh-notebooks-sync.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/odh-notebooks-sync.yml b/.github/workflows/odh-notebooks-sync.yml index 0f83eee5..0b55890b 100644 --- a/.github/workflows/odh-notebooks-sync.yml +++ b/.github/workflows/odh-notebooks-sync.yml @@ -97,7 +97,8 @@ jobs: # list all Pipfile paths having Codeflare-SDK listed # Extracting only directories from file paths, excluding a `.gitworkflow` and `.git` directory # Extracting Intel directories as they are not supported in RHOAI - directories+=($(grep --exclude-dir=.git --exclude-dir=.github --exclude-dir=intel --exclude-dir=jupyter/intel --include="Pipfile*" -rl "${package_name} = \"~=.*\"" | xargs dirname | sort | uniq)) + # Removing tensorflow image TEMPORARILY until solution has been made for the tf2onnx package dependency resolution + directories+=($(grep --exclude-dir=.git --exclude-dir=.github --exclude-dir=intel --exclude-dir=tensorflow --exclude-dir=rocm-tensorflow --include="Pipfile*" -rl "${package_name} = \"~=.*\"" | xargs dirname | sort | uniq)) counter=0 total=${#directories[@]} for dir in "${directories[@]}"; do From 372345e5687517c5a0ee4f1c750d86b77091fcc7 Mon Sep 17 00:00:00 2001 From: Akram Ben Aissi Date: Tue, 28 Jan 2025 18:14:42 +0100 Subject: [PATCH 27/73] Adds RayCluster.apply() (#778) - Adds RayCluster.apply() implementation - Adds e2e tests for apply - Adds unit tests for apply --- CONTRIBUTING.md | 2 +- .../user-docs/ray-cluster-interaction.rst | 6 + src/codeflare_sdk/common/kueue/test_kueue.py | 133 +++++++++- .../common/utils/unit_test_support.py | 66 ++++- .../common/widgets/test_widgets.py | 4 +- src/codeflare_sdk/ray/cluster/cluster.py | 97 ++++++- src/codeflare_sdk/ray/cluster/test_cluster.py | 238 +++++++++++++++++- src/codeflare_sdk/ray/cluster/test_config.py | 7 +- tests/e2e/cluster_apply_kind_test.py | 156 ++++++++++++ tests/e2e/support.py | 16 ++ 10 files changed, 687 insertions(+), 38 deletions(-) create mode 100644 tests/e2e/cluster_apply_kind_test.py diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 8a87bad4..1d6371db 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -76,7 +76,7 @@ pytest -v src/codeflare_sdk ### Local e2e Testing -- Please follow the [e2e documentation](https://github.com/project-codeflare/codeflare-sdk/blob/main/docs/e2e.md) +- Please follow the [e2e documentation](https://github.com/project-codeflare/codeflare-sdk/blob/main/docs/sphinx/user-docs/e2e.rst) #### Code Coverage diff --git a/docs/sphinx/user-docs/ray-cluster-interaction.rst b/docs/sphinx/user-docs/ray-cluster-interaction.rst index 8e7929b4..717f8067 100644 --- a/docs/sphinx/user-docs/ray-cluster-interaction.rst +++ b/docs/sphinx/user-docs/ray-cluster-interaction.rst @@ -66,6 +66,12 @@ cluster.up() | The ``cluster.up()`` function creates a Ray Cluster in the given namespace. +cluster.apply() +------------ + +| The ``cluster.apply()`` function applies a Ray Cluster in the given namespace. If the cluster already exists, it is updated. +| If it does not exist it is created. + cluster.down() -------------- diff --git a/src/codeflare_sdk/common/kueue/test_kueue.py b/src/codeflare_sdk/common/kueue/test_kueue.py index 0093058c..bbc54e9e 100644 --- a/src/codeflare_sdk/common/kueue/test_kueue.py +++ b/src/codeflare_sdk/common/kueue/test_kueue.py @@ -12,10 +12,10 @@ # See the License for the specific language governing permissions and # limitations under the License. from ..utils.unit_test_support import ( - apply_template, get_local_queue, - createClusterConfig, + create_cluster_config, get_template_variables, + apply_template, ) from unittest.mock import patch from codeflare_sdk.ray.cluster.cluster import Cluster, ClusterConfiguration @@ -23,7 +23,7 @@ import os import filecmp from pathlib import Path -from .kueue import list_local_queues +from .kueue import list_local_queues, local_queue_exists, add_queue_label parent = Path(__file__).resolve().parents[4] # project directory aw_dir = os.path.expanduser("~/.codeflare/resources/") @@ -51,7 +51,7 @@ def test_cluster_creation_no_aw_local_queue(mocker): "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) - config = createClusterConfig() + config = create_cluster_config() config.name = "unit-test-cluster-kueue" config.write_to_file = True config.local_queue = "local-queue-default" @@ -67,7 +67,7 @@ def test_cluster_creation_no_aw_local_queue(mocker): assert cluster_kueue == expected_rc # With resources loaded in memory, no Local Queue specified. - config = createClusterConfig() + config = create_cluster_config() config.name = "unit-test-cluster-kueue" config.write_to_file = False cluster = Cluster(config) @@ -84,7 +84,7 @@ def test_aw_creation_local_queue(mocker): "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) - config = createClusterConfig() + config = create_cluster_config() config.name = "unit-test-aw-kueue" config.appwrapper = True config.write_to_file = True @@ -101,7 +101,7 @@ def test_aw_creation_local_queue(mocker): assert aw_kueue == expected_rc # With resources loaded in memory, no Local Queue specified. - config = createClusterConfig() + config = create_cluster_config() config.name = "unit-test-aw-kueue" config.appwrapper = True config.write_to_file = False @@ -120,7 +120,7 @@ def test_get_local_queue_exists_fail(mocker): "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) - config = createClusterConfig() + config = create_cluster_config() config.name = "unit-test-aw-kueue" config.appwrapper = True config.write_to_file = True @@ -175,6 +175,123 @@ def test_list_local_queues(mocker): assert lqs == [] +def test_local_queue_exists_found(mocker): + # Mock Kubernetes client and list_namespaced_custom_object method + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mock_api_instance = mocker.Mock() + mocker.patch("kubernetes.client.CustomObjectsApi", return_value=mock_api_instance) + mocker.patch("codeflare_sdk.ray.cluster.cluster.config_check") + + # Mock return value for list_namespaced_custom_object + mock_api_instance.list_namespaced_custom_object.return_value = { + "items": [ + {"metadata": {"name": "existing-queue"}}, + {"metadata": {"name": "another-queue"}}, + ] + } + + # Call the function + namespace = "test-namespace" + local_queue_name = "existing-queue" + result = local_queue_exists(namespace, local_queue_name) + + # Assertions + assert result is True + mock_api_instance.list_namespaced_custom_object.assert_called_once_with( + group="kueue.x-k8s.io", + version="v1beta1", + namespace=namespace, + plural="localqueues", + ) + + +def test_local_queue_exists_not_found(mocker): + # Mock Kubernetes client and list_namespaced_custom_object method + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mock_api_instance = mocker.Mock() + mocker.patch("kubernetes.client.CustomObjectsApi", return_value=mock_api_instance) + mocker.patch("codeflare_sdk.ray.cluster.cluster.config_check") + + # Mock return value for list_namespaced_custom_object + mock_api_instance.list_namespaced_custom_object.return_value = { + "items": [ + {"metadata": {"name": "another-queue"}}, + {"metadata": {"name": "different-queue"}}, + ] + } + + # Call the function + namespace = "test-namespace" + local_queue_name = "non-existent-queue" + result = local_queue_exists(namespace, local_queue_name) + + # Assertions + assert result is False + mock_api_instance.list_namespaced_custom_object.assert_called_once_with( + group="kueue.x-k8s.io", + version="v1beta1", + namespace=namespace, + plural="localqueues", + ) + + +import pytest +from unittest import mock # If you're also using mocker from pytest-mock + + +def test_add_queue_label_with_valid_local_queue(mocker): + # Mock the kubernetes.client.CustomObjectsApi and its response + mock_api_instance = mocker.patch("kubernetes.client.CustomObjectsApi") + mock_api_instance.return_value.list_namespaced_custom_object.return_value = { + "items": [ + {"metadata": {"name": "valid-queue"}}, + ] + } + + # Mock other dependencies + mocker.patch("codeflare_sdk.common.kueue.local_queue_exists", return_value=True) + mocker.patch( + "codeflare_sdk.common.kueue.get_default_kueue_name", + return_value="default-queue", + ) + + # Define input item and parameters + item = {"metadata": {}} + namespace = "test-namespace" + local_queue = "valid-queue" + + # Call the function + add_queue_label(item, namespace, local_queue) + + # Assert that the label is added to the item + assert item["metadata"]["labels"] == {"kueue.x-k8s.io/queue-name": "valid-queue"} + + +def test_add_queue_label_with_invalid_local_queue(mocker): + # Mock the kubernetes.client.CustomObjectsApi and its response + mock_api_instance = mocker.patch("kubernetes.client.CustomObjectsApi") + mock_api_instance.return_value.list_namespaced_custom_object.return_value = { + "items": [ + {"metadata": {"name": "valid-queue"}}, + ] + } + + # Mock the local_queue_exists function to return False + mocker.patch("codeflare_sdk.common.kueue.local_queue_exists", return_value=False) + + # Define input item and parameters + item = {"metadata": {}} + namespace = "test-namespace" + local_queue = "invalid-queue" + + # Call the function and expect a ValueError + with pytest.raises( + ValueError, + match="local_queue provided does not exist or is not in this namespace", + ): + add_queue_label(item, namespace, local_queue) + + # Make sure to always keep this function last def test_cleanup(): os.remove(f"{aw_dir}unit-test-cluster-kueue.yaml") diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 373283b8..28a30381 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -29,32 +29,34 @@ aw_dir = os.path.expanduser("~/.codeflare/resources/") -def createClusterConfig(): +def create_cluster_config(num_workers=2, write_to_file=False): config = ClusterConfiguration( name="unit-test-cluster", namespace="ns", - num_workers=2, + num_workers=num_workers, worker_cpu_requests=3, worker_cpu_limits=4, worker_memory_requests=5, worker_memory_limits=6, appwrapper=True, - write_to_file=False, + write_to_file=write_to_file, ) return config -def createClusterWithConfig(mocker): - mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") - mocker.patch( - "kubernetes.client.CustomObjectsApi.get_cluster_custom_object", - return_value={"spec": {"domain": "apps.cluster.awsroute.org"}}, - ) - cluster = Cluster(createClusterConfig()) +def create_cluster(mocker, num_workers=2, write_to_file=False): + cluster = Cluster(create_cluster_config(num_workers, write_to_file)) return cluster -def createClusterWrongType(): +def patch_cluster_with_dynamic_client(mocker, cluster, dynamic_client=None): + mocker.patch.object(cluster, "get_dynamic_client", return_value=dynamic_client) + mocker.patch.object(cluster, "down", return_value=None) + mocker.patch.object(cluster, "config_check", return_value=None) + # mocker.patch.object(cluster, "_throw_for_no_raycluster", return_value=None) + + +def create_cluster_wrong_type(): config = ClusterConfiguration( name="unit-test-cluster", namespace="ns", @@ -412,6 +414,48 @@ def mocked_ingress(port, cluster_name="unit-test-cluster", annotations: dict = N return mock_ingress +# Global dictionary to maintain state in the mock +cluster_state = {} + + +# The mock side_effect function for server_side_apply +def mock_server_side_apply(resource, body=None, name=None, namespace=None, **kwargs): + # Simulate the behavior of server_side_apply: + # Update a mock state that represents the cluster's current configuration. + # Stores the state in a global dictionary for simplicity. + + global cluster_state + + if not resource or not body or not name or not namespace: + raise ValueError("Missing required parameters for server_side_apply") + + # Extract worker count from the body if it exists + try: + worker_count = ( + body["spec"]["workerGroupSpecs"][0]["replicas"] + if "spec" in body and "workerGroupSpecs" in body["spec"] + else None + ) + except KeyError: + worker_count = None + + # Apply changes to the cluster_state mock + cluster_state[name] = { + "namespace": namespace, + "worker_count": worker_count, + "body": body, + } + + # Return a response that mimics the behavior of a successful apply + return { + "status": "success", + "applied": True, + "name": name, + "namespace": namespace, + "worker_count": worker_count, + } + + @patch.dict("os.environ", {"NB_PREFIX": "test-prefix"}) def create_cluster_all_config_params(mocker, cluster_name, is_appwrapper) -> Cluster: mocker.patch( diff --git a/src/codeflare_sdk/common/widgets/test_widgets.py b/src/codeflare_sdk/common/widgets/test_widgets.py index 12c23854..a7d3de92 100644 --- a/src/codeflare_sdk/common/widgets/test_widgets.py +++ b/src/codeflare_sdk/common/widgets/test_widgets.py @@ -15,7 +15,7 @@ import codeflare_sdk.common.widgets.widgets as cf_widgets import pandas as pd from unittest.mock import MagicMock, patch -from ..utils.unit_test_support import get_local_queue, createClusterConfig +from ..utils.unit_test_support import get_local_queue, create_cluster_config from codeflare_sdk.ray.cluster.cluster import Cluster from codeflare_sdk.ray.cluster.status import ( RayCluster, @@ -38,7 +38,7 @@ def test_cluster_up_down_buttons(mocker): "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) - cluster = Cluster(createClusterConfig()) + cluster = Cluster(create_cluster_config()) with patch("ipywidgets.Button") as MockButton, patch( "ipywidgets.Checkbox" diff --git a/src/codeflare_sdk/ray/cluster/cluster.py b/src/codeflare_sdk/ray/cluster/cluster.py index a3f34554..b42efd87 100644 --- a/src/codeflare_sdk/ray/cluster/cluster.py +++ b/src/codeflare_sdk/ray/cluster/cluster.py @@ -52,9 +52,15 @@ import requests from kubernetes import config +from kubernetes.dynamic import DynamicClient +from kubernetes import client as k8s_client +from kubernetes.client.rest import ApiException + from kubernetes.client.rest import ApiException import warnings +CF_SDK_FIELD_MANAGER = "codeflare-sdk" + class Cluster: """ @@ -84,6 +90,12 @@ def __init__(self, config: ClusterConfiguration): if is_notebook(): cluster_up_down_buttons(self) + def get_dynamic_client(self): # pragma: no cover + return DynamicClient(get_api_client()) + + def config_check(self): + return config_check() + @property def _client_headers(self): k8_client = get_api_client() @@ -95,9 +107,7 @@ def _client_headers(self): @property def _client_verify_tls(self): - if not _is_openshift_cluster or not self.config.verify_tls: - return False - return True + return _is_openshift_cluster and self.config.verify_tls @property def job_client(self): @@ -121,7 +131,6 @@ def create_resource(self): Called upon cluster object creation, creates an AppWrapper yaml based on the specifications of the ClusterConfiguration. """ - if self.config.namespace is None: self.config.namespace = get_current_namespace() if self.config.namespace is None: @@ -130,7 +139,6 @@ def create_resource(self): raise TypeError( f"Namespace {self.config.namespace} is of type {type(self.config.namespace)}. Check your Kubernetes Authentication." ) - return build_ray_cluster(self) # creates a new cluster with the provided or default spec @@ -139,10 +147,11 @@ def up(self): Applies the Cluster yaml, pushing the resource request onto the Kueue localqueue. """ - + print( + "WARNING: The up() function is planned for deprecation in favor of apply()." + ) # check if RayCluster CustomResourceDefinition exists if not throw RuntimeError self._throw_for_no_raycluster() - namespace = self.config.namespace try: @@ -176,6 +185,54 @@ def up(self): except Exception as e: # pragma: no cover return _kube_api_error_handling(e) + # Applies a new cluster with the provided or default spec + def apply(self, force=False): + """ + Applies the Cluster yaml using server-side apply. + If 'force' is set to True, conflicts will be forced. + """ + # check if RayCluster CustomResourceDefinition exists if not throw RuntimeError + self._throw_for_no_raycluster() + namespace = self.config.namespace + name = self.config.name + try: + self.config_check() + api_instance = client.CustomObjectsApi(get_api_client()) + crds = self.get_dynamic_client().resources + if self.config.appwrapper: + api_version = "workload.codeflare.dev/v1beta2" + api_instance = crds.get(api_version=api_version, kind="AppWrapper") + # defaulting body to resource_yaml + body = self.resource_yaml + if self.config.write_to_file: + # if write_to_file is True, load the file from AppWrapper yaml and update body + with open(self.resource_yaml) as f: + aw = yaml.load(f, Loader=yaml.FullLoader) + body = aw + api_instance.server_side_apply( + field_manager=CF_SDK_FIELD_MANAGER, + group="workload.codeflare.dev", + version="v1beta2", + namespace=namespace, + plural="appwrappers", + body=body, + force_conflicts=force, + ) + print( + f"AppWrapper: '{name}' configuration has successfully been applied" + ) + else: + api_version = "ray.io/v1" + api_instance = crds.get(api_version=api_version, kind="RayCluster") + self._component_resources_apply( + namespace=namespace, api_instance=api_instance + ) + print(f"Ray Cluster: '{name}' has successfully been applied") + except AttributeError as e: + raise RuntimeError(f"Failed to initialize DynamicClient: {e}") + except Exception as e: # pragma: no cover + return _kube_api_error_handling(e) + def _throw_for_no_raycluster(self): api_instance = client.CustomObjectsApi(get_api_client()) try: @@ -204,7 +261,7 @@ def down(self): resource_name = self.config.name self._throw_for_no_raycluster() try: - config_check() + self.config_check() api_instance = client.CustomObjectsApi(get_api_client()) if self.config.appwrapper: api_instance.delete_namespaced_custom_object( @@ -507,6 +564,16 @@ def _component_resources_up( else: _create_resources(self.resource_yaml, namespace, api_instance) + def _component_resources_apply( + self, namespace: str, api_instance: client.CustomObjectsApi + ): + if self.config.write_to_file: + with open(self.resource_yaml) as f: + ray_cluster = yaml.safe_load(f) + _apply_ray_cluster(ray_cluster, namespace, api_instance) + else: + _apply_ray_cluster(self.resource_yaml, namespace, api_instance) + def _component_resources_down( self, namespace: str, api_instance: client.CustomObjectsApi ): @@ -744,6 +811,20 @@ def _create_resources(yamls, namespace: str, api_instance: client.CustomObjectsA ) +def _apply_ray_cluster( + yamls, namespace: str, api_instance: client.CustomObjectsApi, force=False +): + api_instance.server_side_apply( + field_manager=CF_SDK_FIELD_MANAGER, + group="ray.io", + version="v1", + namespace=namespace, + plural="rayclusters", + body=yamls, + force_conflicts=force, # Allow forcing conflicts if needed + ) + + def _check_aw_exists(name: str, namespace: str) -> bool: try: config_check() diff --git a/src/codeflare_sdk/ray/cluster/test_cluster.py b/src/codeflare_sdk/ray/cluster/test_cluster.py index 5e83c82a..298c416e 100644 --- a/src/codeflare_sdk/ray/cluster/test_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_cluster.py @@ -19,16 +19,18 @@ list_all_queued, ) from codeflare_sdk.common.utils.unit_test_support import ( - createClusterWithConfig, + create_cluster, arg_check_del_effect, ingress_retrieval, arg_check_apply_effect, get_local_queue, - createClusterConfig, + create_cluster_config, get_ray_obj, get_obj_none, get_ray_obj_with_status, get_aw_obj_with_status, + patch_cluster_with_dynamic_client, + route_list_retrieval, ) from codeflare_sdk.ray.cluster.cluster import _is_openshift_cluster from pathlib import Path @@ -67,11 +69,189 @@ def test_cluster_up_down(mocker): "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) - cluster = cluster = createClusterWithConfig(mocker) + cluster = create_cluster(mocker) cluster.up() cluster.down() +def test_cluster_apply_scale_up_scale_down(mocker): + mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mock_dynamic_client = mocker.Mock() + mocker.patch( + "kubernetes.dynamic.DynamicClient.resources", new_callable=mocker.PropertyMock + ) + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.Cluster.create_resource", + return_value="./tests/test_cluster_yamls/ray/default-ray-cluster.yaml", + ) + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch( + "kubernetes.client.CustomObjectsApi.get_cluster_custom_object", + return_value={"spec": {"domain": "apps.cluster.awsroute.org"}}, + ) + + # Initialize test + initial_num_workers = 1 + scaled_up_num_workers = 2 + + # Step 1: Create cluster with initial workers + cluster = create_cluster(mocker, initial_num_workers) + patch_cluster_with_dynamic_client(mocker, cluster, mock_dynamic_client) + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_obj_none("ray.io", "v1", "ns", "rayclusters"), + ) + cluster.apply() + + # Step 2: Scale up the cluster + cluster = create_cluster(mocker, scaled_up_num_workers) + patch_cluster_with_dynamic_client(mocker, cluster, mock_dynamic_client) + cluster.apply() + + # Step 3: Scale down the cluster + cluster = create_cluster(mocker, initial_num_workers) + patch_cluster_with_dynamic_client(mocker, cluster, mock_dynamic_client) + cluster.apply() + + # Tear down + cluster.down() + + +def test_cluster_apply_with_file(mocker): + mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mock_dynamic_client = mocker.Mock() + mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") + mocker.patch( + "kubernetes.dynamic.DynamicClient.resources", new_callable=mocker.PropertyMock + ) + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.Cluster.create_resource", + return_value="./tests/test_cluster_yamls/ray/default-ray-cluster.yaml", + ) + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch( + "kubernetes.client.CustomObjectsApi.get_cluster_custom_object", + return_value={"spec": {"domain": "apps.cluster.awsroute.org"}}, + ) + + # Step 1: Create cluster with initial workers + cluster = create_cluster(mocker, 1, write_to_file=True) + patch_cluster_with_dynamic_client(mocker, cluster, mock_dynamic_client) + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_obj_none("ray.io", "v1", "ns", "rayclusters"), + ) + cluster.apply() + # Tear down + cluster.down() + + +def test_cluster_apply_with_appwrapper(mocker): + # Mock Kubernetes client and dynamic client methods + mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch( + "codeflare_sdk.ray.cluster.cluster._check_aw_exists", + return_value=True, + ) + mock_dynamic_client = mocker.Mock() + mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") + mocker.patch( + "kubernetes.dynamic.DynamicClient.resources", new_callable=mocker.PropertyMock + ) + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.Cluster.create_resource", + return_value="./tests/test_cluster_yamls/ray/default-ray-cluster.yaml", + ) + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + + # Create a cluster configuration with appwrapper set to False + cluster = create_cluster(mocker, 1, write_to_file=False) + patch_cluster_with_dynamic_client(mocker, cluster, mock_dynamic_client) + + # Mock listing RayCluster to simulate it doesn't exist + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_obj_none("ray.io", "v1", "ns", "rayclusters"), + ) + # Call the apply method + cluster.apply() + + # Assertions + print("Cluster applied without AppWrapper.") + + +def test_cluster_apply_without_appwrapper_write_to_file(mocker): + # Mock Kubernetes client and dynamic client methods + mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch( + "codeflare_sdk.ray.cluster.cluster._check_aw_exists", + return_value=True, + ) + mock_dynamic_client = mocker.Mock() + mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") + mocker.patch( + "kubernetes.dynamic.DynamicClient.resources", new_callable=mocker.PropertyMock + ) + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.Cluster.create_resource", + return_value="./tests/test_cluster_yamls/ray/default-ray-cluster.yaml", + ) + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + + # Create a cluster configuration with appwrapper set to False + cluster = create_cluster(mocker, 1, write_to_file=True) + patch_cluster_with_dynamic_client(mocker, cluster, mock_dynamic_client) + cluster.config.appwrapper = False + + # Mock listing RayCluster to simulate it doesn't exist + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_obj_none("ray.io", "v1", "ns", "rayclusters"), + ) + # Call the apply method + cluster.apply() + + # Assertions + print("Cluster applied without AppWrapper.") + + +def test_cluster_apply_without_appwrapper(mocker): + # Mock Kubernetes client and dynamic client methods + mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mock_dynamic_client = mocker.Mock() + mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") + mocker.patch( + "kubernetes.dynamic.DynamicClient.resources", new_callable=mocker.PropertyMock + ) + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.Cluster.create_resource", + return_value="./tests/test_cluster_yamls/ray/default-ray-cluster.yaml", + ) + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + + # Create a cluster configuration with appwrapper set to False + cluster = create_cluster(mocker, 1, write_to_file=False) + cluster.config.appwrapper = None + patch_cluster_with_dynamic_client(mocker, cluster, mock_dynamic_client) + + # Mock listing RayCluster to simulate it doesn't exist + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_obj_none("ray.io", "v1", "ns", "rayclusters"), + ) + + # Call the apply method + cluster.apply() + + # Assertions + print("Cluster applied without AppWrapper.") + + def test_cluster_up_down_no_mcad(mocker): mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") @@ -98,7 +278,7 @@ def test_cluster_up_down_no_mcad(mocker): "kubernetes.client.CustomObjectsApi.list_cluster_custom_object", return_value={"items": []}, ) - config = createClusterConfig() + config = create_cluster_config() config.name = "unit-test-cluster-ray" config.appwrapper = False cluster = Cluster(config) @@ -117,7 +297,7 @@ def test_cluster_uris(mocker): "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) - cluster = cluster = createClusterWithConfig(mocker) + cluster = create_cluster(mocker) mocker.patch( "kubernetes.client.NetworkingV1Api.list_namespaced_ingress", return_value=ingress_retrieval( @@ -147,6 +327,52 @@ def test_cluster_uris(mocker): == "Dashboard not available yet, have you run cluster.up()?" ) + mocker.patch( + "codeflare_sdk.ray.cluster.cluster._is_openshift_cluster", return_value=True + ) + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value={ + "items": [ + { + "metadata": { + "name": "ray-dashboard-unit-test-cluster", + }, + "spec": { + "host": "ray-dashboard-unit-test-cluster-ns.apps.cluster.awsroute.org", + "tls": {}, # Indicating HTTPS + }, + } + ] + }, + ) + cluster = create_cluster(mocker) + assert ( + cluster.cluster_dashboard_uri() + == "http://ray-dashboard-unit-test-cluster-ns.apps.cluster.awsroute.org" + ) + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value={ + "items": [ + { + "metadata": { + "name": "ray-dashboard-unit-test-cluster", + }, + "spec": { + "host": "ray-dashboard-unit-test-cluster-ns.apps.cluster.awsroute.org", + "tls": {"termination": "passthrough"}, # Indicating HTTPS + }, + } + ] + }, + ) + cluster = create_cluster(mocker) + assert ( + cluster.cluster_dashboard_uri() + == "https://ray-dashboard-unit-test-cluster-ns.apps.cluster.awsroute.org" + ) + def test_ray_job_wrapping(mocker): import ray @@ -159,7 +385,7 @@ def ray_addr(self, *args): "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) - cluster = cluster = createClusterWithConfig(mocker) + cluster = create_cluster(mocker) mocker.patch( "ray.job_submission.JobSubmissionClient._check_connection_and_version_with_url", return_value="None", diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 5302e0eb..34cc4237 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -14,8 +14,8 @@ from codeflare_sdk.common.utils.unit_test_support import ( apply_template, - createClusterWrongType, get_example_extended_storage_opts, + create_cluster_wrong_type, create_cluster_all_config_params, get_template_variables, ) @@ -59,6 +59,7 @@ def test_default_appwrapper_creation(mocker): assert cluster.resource_yaml == expected_aw +@pytest.mark.filterwarnings("ignore::UserWarning") def test_config_creation_all_parameters(mocker): from codeflare_sdk.ray.cluster.config import DEFAULT_RESOURCE_MAPPING @@ -110,6 +111,7 @@ def test_config_creation_all_parameters(mocker): ) +@pytest.mark.filterwarnings("ignore::UserWarning") def test_all_config_params_aw(mocker): create_cluster_all_config_params(mocker, "aw-all-params", True) assert filecmp.cmp( @@ -121,11 +123,12 @@ def test_all_config_params_aw(mocker): def test_config_creation_wrong_type(): with pytest.raises(TypeError) as error_info: - createClusterWrongType() + create_cluster_wrong_type() assert len(str(error_info.value).splitlines()) == 4 +@pytest.mark.filterwarnings("ignore::UserWarning") def test_cluster_config_deprecation_conversion(mocker): config = ClusterConfiguration( name="test", diff --git a/tests/e2e/cluster_apply_kind_test.py b/tests/e2e/cluster_apply_kind_test.py new file mode 100644 index 00000000..398bf73b --- /dev/null +++ b/tests/e2e/cluster_apply_kind_test.py @@ -0,0 +1,156 @@ +from codeflare_sdk import Cluster, ClusterConfiguration +import pytest +from kubernetes import client + +from support import ( + initialize_kubernetes_client, + create_namespace, + delete_namespace, + get_ray_cluster, +) + + +@pytest.mark.kind +class TestRayClusterApply: + def setup_method(self): + initialize_kubernetes_client(self) + + def teardown_method(self): + delete_namespace(self) + + def test_cluster_apply(self): + self.setup_method() + create_namespace(self) + + cluster_name = "test-cluster-apply" + namespace = self.namespace + + # Initial configuration with 1 worker + initial_config = ClusterConfiguration( + name=cluster_name, + namespace=namespace, + num_workers=1, + head_cpu_requests="500m", + head_cpu_limits="1", + head_memory_requests="1Gi", + head_memory_limits="2Gi", + worker_cpu_requests="500m", + worker_cpu_limits="1", + worker_memory_requests="1Gi", + worker_memory_limits="2Gi", + write_to_file=True, + verify_tls=False, + ) + + # Create the cluster + cluster = Cluster(initial_config) + cluster.apply() + + # Wait for the cluster to be ready + cluster.wait_ready() + status = cluster.status() + assert status["ready"], f"Cluster {cluster_name} is not ready: {status}" + + # Verify the cluster is created + ray_cluster = get_ray_cluster(cluster_name, namespace) + assert ray_cluster is not None, "Cluster was not created successfully" + assert ( + ray_cluster["spec"]["workerGroupSpecs"][0]["replicas"] == 1 + ), "Initial worker count does not match" + + # Update configuration with 3 workers + updated_config = ClusterConfiguration( + name=cluster_name, + namespace=namespace, + num_workers=2, + head_cpu_requests="500m", + head_cpu_limits="1", + head_memory_requests="1Gi", + head_memory_limits="2Gi", + worker_cpu_requests="500m", + worker_cpu_limits="1", + worker_memory_requests="1Gi", + worker_memory_limits="2Gi", + write_to_file=True, + verify_tls=False, + ) + + # Apply the updated configuration + cluster.config = updated_config + cluster.apply() + + # Wait for the updated cluster to be ready + cluster.wait_ready() + updated_status = cluster.status() + assert updated_status[ + "ready" + ], f"Cluster {cluster_name} is not ready after update: {updated_status}" + + # Verify the cluster is updated + updated_ray_cluster = get_ray_cluster(cluster_name, namespace) + assert ( + updated_ray_cluster["spec"]["workerGroupSpecs"][0]["replicas"] == 2 + ), "Worker count was not updated" + + # Clean up + cluster.down() + ray_cluster = get_ray_cluster(cluster_name, namespace) + assert ray_cluster is None, "Cluster was not deleted successfully" + + def test_apply_invalid_update(self): + self.setup_method() + create_namespace(self) + + cluster_name = "test-cluster-apply-invalid" + namespace = self.namespace + + # Initial configuration + initial_config = ClusterConfiguration( + name=cluster_name, + namespace=namespace, + num_workers=1, + head_cpu_requests="500m", + head_cpu_limits="1", + head_memory_requests="1Gi", + head_memory_limits="2Gi", + worker_cpu_requests="500m", + worker_cpu_limits="1", + worker_memory_requests="1Gi", + worker_memory_limits="2Gi", + write_to_file=True, + verify_tls=False, + ) + + # Create the cluster + cluster = Cluster(initial_config) + cluster.apply() + + # Wait for the cluster to be ready + cluster.wait_ready() + status = cluster.status() + assert status["ready"], f"Cluster {cluster_name} is not ready: {status}" + + # Update with an invalid configuration (e.g., immutable field change) + invalid_config = ClusterConfiguration( + name=cluster_name, + namespace=namespace, + num_workers=2, + head_cpu_requests="1", + head_cpu_limits="2", # Changing CPU limits (immutable) + head_memory_requests="1Gi", + head_memory_limits="2Gi", + worker_cpu_requests="500m", + worker_cpu_limits="1", + worker_memory_requests="1Gi", + worker_memory_limits="2Gi", + write_to_file=True, + verify_tls=False, + ) + + # Try to apply the invalid configuration and expect failure + cluster.config = invalid_config + with pytest.raises(RuntimeError, match="Immutable fields detected"): + cluster.apply() + + # Clean up + cluster.down() diff --git a/tests/e2e/support.py b/tests/e2e/support.py index 2ff33e91..5e4ddbdf 100644 --- a/tests/e2e/support.py +++ b/tests/e2e/support.py @@ -11,6 +11,22 @@ ) +def get_ray_cluster(cluster_name, namespace): + api = client.CustomObjectsApi() + try: + return api.get_namespaced_custom_object( + group="ray.io", + version="v1", + namespace=namespace, + plural="rayclusters", + name=cluster_name, + ) + except client.exceptions.ApiException as e: + if e.status == 404: + return None + raise + + def get_ray_image(): default_ray_image = "quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06" return os.getenv("RAY_IMAGE", default_ray_image) From c31166558d4527d2cb824eff40d75e8c0b1373c5 Mon Sep 17 00:00:00 2001 From: Bobbins228 Date: Thu, 20 Feb 2025 09:21:47 +0000 Subject: [PATCH 28/73] add ray team to OWNERS file --- OWNERS | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/OWNERS b/OWNERS index f375f431..31e4619c 100644 --- a/OWNERS +++ b/OWNERS @@ -1,23 +1,25 @@ approvers: - astefanutti - Bobbins228 + - chipspeak - ChristianZaccaria - dimakis - Fiona-Waters - franciscojavierarceo - kpostoffice - - maxusmusti - - MichaelClifford + - pmccarthy + - szaher - varshaprasad96 reviewers: - astefanutti - Bobbins228 + - chipspeak - ChristianZaccaria - dimakis - Fiona-Waters - franciscojavierarceo - kpostoffice - - maxusmusti - - MichaelClifford + - pmccarthy + - szaher - varshaprasad96 - Ygnas From d109bb7fd84dfb208758d8355b001343ec18bac6 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Mon, 14 Apr 2025 16:26:36 +0100 Subject: [PATCH 29/73] task(RHOAIENG-22446): Updated OWNERS with Ray Team Signed-off-by: Pat O'Connor --- OWNERS | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/OWNERS b/OWNERS index 31e4619c..e26dd545 100644 --- a/OWNERS +++ b/OWNERS @@ -7,6 +7,9 @@ approvers: - Fiona-Waters - franciscojavierarceo - kpostoffice + - kryanbeane + - laurafitzgerald + - pawelpaszki - pmccarthy - szaher - varshaprasad96 @@ -19,6 +22,9 @@ reviewers: - Fiona-Waters - franciscojavierarceo - kpostoffice + - kryanbeane + - laurafitzgerald + - pawelpaszki - pmccarthy - szaher - varshaprasad96 From 769c04b1a511e85174cae005e066ac6cfdd1d491 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 15 Apr 2025 10:50:56 +0000 Subject: [PATCH 30/73] Updated coverage.svg --- coverage.svg | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/coverage.svg b/coverage.svg index c1490035..a8c7e72a 100644 --- a/coverage.svg +++ b/coverage.svg @@ -15,7 +15,7 @@ coverage coverage - 90% - 90% + 92% + 92% From f45e02180bb5a7f47ffbf30619773ea0a292eb8e Mon Sep 17 00:00:00 2001 From: "openshift-merge-bot[bot]" Date: Tue, 15 Apr 2025 10:50:57 +0000 Subject: [PATCH 31/73] [create-pull-request] automated change --- poetry.lock | 269 ++++++++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 227 insertions(+), 42 deletions(-) diff --git a/poetry.lock b/poetry.lock index 88224764..34340a62 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -6,6 +6,7 @@ version = "2.4.3" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"}, {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"}, @@ -17,6 +18,7 @@ version = "3.10.11" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "aiohttp-3.10.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5077b1a5f40ffa3ba1f40d537d3bec4383988ee51fbba6b74aa8fb1bc466599e"}, {file = "aiohttp-3.10.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8d6a14a4d93b5b3c2891fca94fa9d41b2322a68194422bef0dd5ec1e57d7d298"}, @@ -121,7 +123,7 @@ multidict = ">=4.5,<7.0" yarl = ">=1.12.0,<2.0" [package.extras] -speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"] +speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""] [[package]] name = "aiohttp-cors" @@ -129,6 +131,7 @@ version = "0.7.0" description = "CORS support for aiohttp" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "aiohttp-cors-0.7.0.tar.gz", hash = "sha256:4d39c6d7100fd9764ed1caf8cebf0eb01bf5e3f24e2e073fda6234bc48b19f5d"}, {file = "aiohttp_cors-0.7.0-py3-none-any.whl", hash = "sha256:0451ba59fdf6909d0e2cd21e4c0a43752bc0703d33fc78ae94d9d9321710193e"}, @@ -143,6 +146,7 @@ version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"}, {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"}, @@ -157,6 +161,7 @@ version = "0.7.16" description = "A light, configurable Sphinx theme" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"}, {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"}, @@ -168,6 +173,7 @@ version = "4.6.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.9" +groups = ["test"] files = [ {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"}, {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"}, @@ -181,7 +187,7 @@ typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} [package.extras] doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] -test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\""] trio = ["trio (>=0.26.1)"] [[package]] @@ -190,6 +196,8 @@ version = "0.1.4" description = "Disable App Nap on macOS >= 10.9" optional = false python-versions = ">=3.6" +groups = ["test"] +markers = "platform_system == \"Darwin\"" files = [ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"}, {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"}, @@ -201,6 +209,7 @@ version = "23.1.0" description = "Argon2 for Python" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"}, {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"}, @@ -221,6 +230,7 @@ version = "21.2.0" description = "Low-level CFFI bindings for Argon2" optional = false python-versions = ">=3.6" +groups = ["test"] files = [ {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"}, {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"}, @@ -258,6 +268,7 @@ version = "1.3.0" description = "Better dates & times for Python" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"}, {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"}, @@ -277,6 +288,7 @@ version = "2.4.1" description = "Annotate AST trees with source code positions" optional = false python-versions = "*" +groups = ["main", "test"] files = [ {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"}, {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"}, @@ -286,8 +298,8 @@ files = [ six = ">=1.12.0" [package.extras] -astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"] -test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"] +astroid = ["astroid (>=1,<2) ; python_version < \"3\"", "astroid (>=2,<4) ; python_version >= \"3\""] +test = ["astroid (>=1,<2) ; python_version < \"3\"", "astroid (>=2,<4) ; python_version >= \"3\"", "pytest"] [[package]] name = "async-lru" @@ -295,6 +307,7 @@ version = "2.0.4" description = "Simple LRU cache for asyncio" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"}, {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"}, @@ -309,6 +322,8 @@ version = "4.0.3" description = "Timeout context manager for asyncio programs" optional = false python-versions = ">=3.7" +groups = ["main"] +markers = "python_version < \"3.11\"" files = [ {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"}, {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"}, @@ -320,18 +335,19 @@ version = "24.2.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.7" +groups = ["main", "test"] files = [ {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"}, {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"}, ] [package.extras] -benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] +benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] +cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] +dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] -tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] +tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\"", "pytest-xdist[psutil]"] +tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.9\" and python_version < \"3.13\""] [[package]] name = "babel" @@ -339,6 +355,7 @@ version = "2.16.0" description = "Internationalization utilities" optional = false python-versions = ">=3.8" +groups = ["docs", "test"] files = [ {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"}, {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"}, @@ -353,6 +370,7 @@ version = "4.2.0" description = "Modern password hashing for your software and your servers" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "bcrypt-4.2.0-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:096a15d26ed6ce37a14c1ac1e48119660f21b24cba457f160a4b830f3fe6b5cb"}, {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c02d944ca89d9b1922ceb8a46460dd17df1ba37ab66feac4870f6862a1533c00"}, @@ -393,6 +411,7 @@ version = "4.12.3" description = "Screen-scraping library" optional = false python-versions = ">=3.6.0" +groups = ["test"] files = [ {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"}, {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"}, @@ -414,6 +433,7 @@ version = "6.1.0" description = "An easy safelist-based HTML-sanitizing tool." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "bleach-6.1.0-py3-none-any.whl", hash = "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"}, {file = "bleach-6.1.0.tar.gz", hash = "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe"}, @@ -432,6 +452,7 @@ version = "5.5.0" description = "Extensible memoizing collections and decorators" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"}, {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"}, @@ -443,6 +464,7 @@ version = "2024.8.30" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" +groups = ["main", "docs", "test"] files = [ {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"}, {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"}, @@ -454,6 +476,7 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"}, {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"}, @@ -533,6 +556,7 @@ version = "3.3.2" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7.0" +groups = ["main", "docs", "test"] files = [ {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"}, {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"}, @@ -632,6 +656,7 @@ version = "8.1.7" description = "Composable command line interface toolkit" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"}, {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"}, @@ -646,10 +671,12 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main", "docs", "test"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", docs = "sys_platform == \"win32\"", test = "sys_platform == \"win32\""} [[package]] name = "colorful" @@ -657,6 +684,7 @@ version = "0.5.6" description = "Terminal string styling done right, in Python." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "colorful-0.5.6-py2.py3-none-any.whl", hash = "sha256:eab8c1c809f5025ad2b5238a50bd691e26850da8cac8f90d660ede6ea1af9f1e"}, {file = "colorful-0.5.6.tar.gz", hash = "sha256:b56d5c01db1dac4898308ea889edcb113fbee3e6ec5df4bacffd61d5241b5b8d"}, @@ -671,6 +699,7 @@ version = "0.2.2" description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc." optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"}, {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"}, @@ -688,6 +717,7 @@ version = "7.6.4" description = "Code coverage measurement for Python" optional = false python-versions = ">=3.9" +groups = ["test"] files = [ {file = "coverage-7.6.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5f8ae553cba74085db385d489c7a792ad66f7f9ba2ee85bfa508aeb84cf0ba07"}, {file = "coverage-7.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8165b796df0bd42e10527a3f493c592ba494f16ef3c8b531288e3d0d72c1f6f0"}, @@ -754,7 +784,7 @@ files = [ ] [package.extras] -toml = ["tomli"] +toml = ["tomli ; python_full_version <= \"3.11.0a6\""] [[package]] name = "cryptography" @@ -762,6 +792,7 @@ version = "43.0.3" description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"}, {file = "cryptography-43.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e"}, @@ -811,6 +842,7 @@ version = "1.8.6" description = "An implementation of the Debug Adapter Protocol for Python" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "debugpy-1.8.6-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:30f467c5345d9dfdcc0afdb10e018e47f092e383447500f125b4e013236bf14b"}, {file = "debugpy-1.8.6-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d73d8c52614432f4215d0fe79a7e595d0dd162b5c15233762565be2f014803b"}, @@ -842,6 +874,7 @@ version = "5.1.1" description = "Decorators for Humans" optional = false python-versions = ">=3.5" +groups = ["main", "test"] files = [ {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"}, {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"}, @@ -853,6 +886,7 @@ version = "0.7.1" description = "XML bomb protection for Python stdlib modules" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["test"] files = [ {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"}, {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"}, @@ -864,6 +898,7 @@ version = "0.3.8" description = "Distribution utilities" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"}, {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"}, @@ -875,6 +910,7 @@ version = "0.20.1" description = "Docutils -- Python Documentation Utilities" optional = false python-versions = ">=3.7" +groups = ["docs"] files = [ {file = "docutils-0.20.1-py3-none-any.whl", hash = "sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6"}, {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"}, @@ -886,6 +922,7 @@ version = "0.9" description = "Module for converting between datetime.timedelta and Go's Duration strings." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "durationpy-0.9-py3-none-any.whl", hash = "sha256:e65359a7af5cedad07fb77a2dd3f390f8eb0b74cb845589fa6c057086834dd38"}, {file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"}, @@ -897,6 +934,8 @@ version = "1.2.2" description = "Backport of PEP 654 (exception groups)" optional = false python-versions = ">=3.7" +groups = ["main", "test"] +markers = "python_version < \"3.11\"" files = [ {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"}, {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"}, @@ -911,13 +950,14 @@ version = "1.2.0" description = "Get the currently executing AST node of a frame, and other information" optional = false python-versions = "*" +groups = ["main", "test"] files = [ {file = "executing-1.2.0-py2.py3-none-any.whl", hash = "sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc"}, {file = "executing-1.2.0.tar.gz", hash = "sha256:19da64c18d2d851112f09c287f8d3dbbdf725ab0e569077efb6cdcbd3497c107"}, ] [package.extras] -tests = ["asttokens", "littleutils", "pytest", "rich"] +tests = ["asttokens", "littleutils", "pytest", "rich ; python_version >= \"3.11\""] [[package]] name = "fastjsonschema" @@ -925,6 +965,7 @@ version = "2.20.0" description = "Fastest Python implementation of JSON schema" optional = false python-versions = "*" +groups = ["test"] files = [ {file = "fastjsonschema-2.20.0-py3-none-any.whl", hash = "sha256:5875f0b0fa7a0043a91e93a9b8f793bcbbba9691e7fd83dca95c28ba26d21f0a"}, {file = "fastjsonschema-2.20.0.tar.gz", hash = "sha256:3d48fc5300ee96f5d116f10fe6f28d938e6008f59a6a025c2649475b87f76a23"}, @@ -939,6 +980,7 @@ version = "3.16.1" description = "A platform independent file lock." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"}, {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"}, @@ -947,7 +989,7 @@ files = [ [package.extras] docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4.1)"] testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"] -typing = ["typing-extensions (>=4.12.2)"] +typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""] [[package]] name = "fqdn" @@ -955,6 +997,7 @@ version = "1.5.1" description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers" optional = false python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4" +groups = ["test"] files = [ {file = "fqdn-1.5.1-py3-none-any.whl", hash = "sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014"}, {file = "fqdn-1.5.1.tar.gz", hash = "sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f"}, @@ -966,6 +1009,7 @@ version = "1.4.1" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f9aa1878d1083b276b0196f2dfbe00c9b7e752475ed3b682025ff20c1c1f51ac"}, {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:29acab3f66f0f24674b7dc4736477bcd4bc3ad4b896f5f45379a67bce8b96868"}, @@ -1052,6 +1096,7 @@ version = "2024.9.0" description = "File-system specification" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fsspec-2024.9.0-py3-none-any.whl", hash = "sha256:a0947d552d8a6efa72cc2c730b12c41d043509156966cca4fb157b0f2a0c574b"}, {file = "fsspec-2024.9.0.tar.gz", hash = "sha256:4b0afb90c2f21832df142f292649035d80b421f60a9e1c027802e5a0da2b04e8"}, @@ -1091,6 +1136,7 @@ version = "2.20.0" description = "Google API client core library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_api_core-2.20.0-py3-none-any.whl", hash = "sha256:ef0591ef03c30bb83f79b3d0575c3f31219001fc9c5cf37024d08310aeffed8a"}, {file = "google_api_core-2.20.0.tar.gz", hash = "sha256:f74dff1889ba291a4b76c5079df0711810e2d9da81abfdc99957bc961c1eb28f"}, @@ -1104,7 +1150,7 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4 requests = ">=2.18.0,<3.0.0.dev0" [package.extras] -grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"] +grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""] grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"] grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"] @@ -1114,6 +1160,7 @@ version = "2.35.0" description = "Google Authentication Library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "google_auth-2.35.0-py2.py3-none-any.whl", hash = "sha256:25df55f327ef021de8be50bad0dfd4a916ad0de96da86cd05661c9297723ad3f"}, {file = "google_auth-2.35.0.tar.gz", hash = "sha256:f4c64ed4e01e8e8b646ef34c018f8bf3338df0c8e37d8b3bba40e7f574a3278a"}, @@ -1137,6 +1184,7 @@ version = "1.65.0" description = "Common protobufs used in Google APIs" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "googleapis_common_protos-1.65.0-py2.py3-none-any.whl", hash = "sha256:2972e6c496f435b92590fd54045060867f3fe9be2c82ab148fc8885035479a63"}, {file = "googleapis_common_protos-1.65.0.tar.gz", hash = "sha256:334a29d07cddc3aa01dee4988f9afd9b2916ee2ff49d6b757155dc0d197852c0"}, @@ -1154,6 +1202,7 @@ version = "1.66.2" description = "HTTP/2-based RPC framework" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "grpcio-1.66.2-cp310-cp310-linux_armv7l.whl", hash = "sha256:fe96281713168a3270878255983d2cb1a97e034325c8c2c25169a69289d3ecfa"}, {file = "grpcio-1.66.2-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:73fc8f8b9b5c4a03e802b3cd0c18b2b06b410d3c1dcbef989fdeb943bd44aff7"}, @@ -1221,6 +1270,7 @@ version = "0.14.0" description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"}, {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"}, @@ -1232,6 +1282,7 @@ version = "1.0.5" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "httpcore-1.0.5-py3-none-any.whl", hash = "sha256:421f18bac248b25d310f3cacd198d55b8e6125c107797b609ff9b7a6ba7991b5"}, {file = "httpcore-1.0.5.tar.gz", hash = "sha256:34a38e2f9291467ee3b44e89dd52615370e152954ba21721378a87b2960f7a61"}, @@ -1253,6 +1304,7 @@ version = "0.27.2" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"}, {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"}, @@ -1266,7 +1318,7 @@ idna = "*" sniffio = "*" [package.extras] -brotli = ["brotli", "brotlicffi"] +brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""] cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"] http2 = ["h2 (>=3,<5)"] socks = ["socksio (==1.*)"] @@ -1278,6 +1330,7 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" +groups = ["main", "docs", "test"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -1292,6 +1345,7 @@ version = "1.4.1" description = "Getting image size from png/jpeg/jpeg2000/gif file" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["docs"] files = [ {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"}, {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"}, @@ -1303,6 +1357,8 @@ version = "8.5.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.8" +groups = ["docs", "test"] +markers = "python_version == \"3.9\"" files = [ {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"}, {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"}, @@ -1312,12 +1368,12 @@ files = [ zipp = ">=3.20" [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] perf = ["ipython"] -test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] +test = ["flufl.flake8", "importlib-resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] type = ["pytest-mypy"] [[package]] @@ -1326,6 +1382,7 @@ version = "2.0.0" description = "brain-dead simple config-ini parsing" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, @@ -1337,6 +1394,7 @@ version = "6.29.5" description = "IPython Kernel for Jupyter" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "ipykernel-6.29.5-py3-none-any.whl", hash = "sha256:afdb66ba5aa354b09b91379bac28ae4afebbb30e8b39510c9690afb7a10421b5"}, {file = "ipykernel-6.29.5.tar.gz", hash = "sha256:f093a22c4a40f8828f8e330a9c297cb93dcab13bd9678ded6de8e5cf81c56215"}, @@ -1370,6 +1428,7 @@ version = "8.18.1" description = "IPython: Productive Interactive Computing" optional = false python-versions = ">=3.9" +groups = ["main", "test"] files = [ {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"}, {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"}, @@ -1407,6 +1466,7 @@ version = "8.1.2" description = "Jupyter interactive widgets" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "ipywidgets-8.1.2-py3-none-any.whl", hash = "sha256:bbe43850d79fb5e906b14801d6c01402857996864d1e5b6fa62dd2ee35559f60"}, {file = "ipywidgets-8.1.2.tar.gz", hash = "sha256:d0b9b41e49bae926a866e613a39b0f0097745d2b9f1f3dd406641b4a57ec42c9"}, @@ -1428,6 +1488,7 @@ version = "20.11.0" description = "Operations with ISO 8601 durations" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "isoduration-20.11.0-py3-none-any.whl", hash = "sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042"}, {file = "isoduration-20.11.0.tar.gz", hash = "sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9"}, @@ -1442,6 +1503,7 @@ version = "0.19.1" description = "An autocompletion tool for Python that can be used for text editors." optional = false python-versions = ">=3.6" +groups = ["main", "test"] files = [ {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"}, {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"}, @@ -1461,10 +1523,12 @@ version = "3.1.5" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" +groups = ["main", "docs", "test"] files = [ {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"}, {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"}, ] +markers = {main = "sys_platform != \"win32\""} [package.dependencies] MarkupSafe = ">=2.0" @@ -1478,6 +1542,7 @@ version = "0.9.25" description = "A Python implementation of the JSON5 data format." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"}, {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"}, @@ -1489,6 +1554,7 @@ version = "3.0.0" description = "Identify specific nodes in a JSON document (RFC 6901)" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"}, {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"}, @@ -1500,6 +1566,7 @@ version = "4.23.0" description = "An implementation of JSON Schema validation for Python" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"}, {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"}, @@ -1529,6 +1596,7 @@ version = "2023.12.1" description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "jsonschema_specifications-2023.12.1-py3-none-any.whl", hash = "sha256:87e4fdf3a94858b8a2ba2778d9ba57d8a9cafca7c7489c46ba0d30a8bc6a9c3c"}, {file = "jsonschema_specifications-2023.12.1.tar.gz", hash = "sha256:48a76787b3e70f5ed53f1160d2b81f586e4ca6d1548c5de7085d1682674764cc"}, @@ -1543,6 +1611,7 @@ version = "8.6.3" description = "Jupyter protocol implementation and client libraries" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"}, {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"}, @@ -1558,7 +1627,7 @@ traitlets = ">=5.3" [package.extras] docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"] -test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] +test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"] [[package]] name = "jupyter-core" @@ -1566,6 +1635,7 @@ version = "5.7.2" description = "Jupyter core package. A base package on which Jupyter projects rely." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"}, {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"}, @@ -1586,6 +1656,7 @@ version = "0.10.0" description = "Jupyter Event System library" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyter_events-0.10.0-py3-none-any.whl", hash = "sha256:4b72130875e59d57716d327ea70d3ebc3af1944d3717e5a498b8a06c6c159960"}, {file = "jupyter_events-0.10.0.tar.gz", hash = "sha256:670b8229d3cc882ec782144ed22e0d29e1c2d639263f92ca8383e66682845e22"}, @@ -1611,6 +1682,7 @@ version = "2.2.5" description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyter-lsp-2.2.5.tar.gz", hash = "sha256:793147a05ad446f809fd53ef1cd19a9f5256fd0a2d6b7ce943a982cb4f545001"}, {file = "jupyter_lsp-2.2.5-py3-none-any.whl", hash = "sha256:45fbddbd505f3fbfb0b6cb2f1bc5e15e83ab7c79cd6e89416b248cb3c00c11da"}, @@ -1626,6 +1698,7 @@ version = "2.14.2" description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyter_server-2.14.2-py3-none-any.whl", hash = "sha256:47ff506127c2f7851a17bf4713434208fc490955d0e8632e95014a9a9afbeefd"}, {file = "jupyter_server-2.14.2.tar.gz", hash = "sha256:66095021aa9638ced276c248b1d81862e4c50f292d575920bbe960de1c56b12b"}, @@ -1662,6 +1735,7 @@ version = "0.5.3" description = "A Jupyter Server Extension Providing Terminals." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyter_server_terminals-0.5.3-py3-none-any.whl", hash = "sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa"}, {file = "jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269"}, @@ -1681,6 +1755,7 @@ version = "4.3.1" description = "JupyterLab computational environment" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyterlab-4.3.1-py3-none-any.whl", hash = "sha256:2d9a1c305bc748e277819a17a5d5e22452e533e835f4237b2f30f3b0e491e01f"}, {file = "jupyterlab-4.3.1.tar.gz", hash = "sha256:a4a338327556443521731d82f2a6ccf926df478914ca029616621704d47c3c65"}, @@ -1716,6 +1791,7 @@ version = "0.3.0" description = "Pygments theme using JupyterLab CSS variables" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"}, {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"}, @@ -1727,6 +1803,7 @@ version = "2.27.3" description = "A set of server components for JupyterLab and JupyterLab like applications." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "jupyterlab_server-2.27.3-py3-none-any.whl", hash = "sha256:e697488f66c3db49df675158a77b3b017520d772c6e1548c7d9bcc5df7944ee4"}, {file = "jupyterlab_server-2.27.3.tar.gz", hash = "sha256:eb36caca59e74471988f0ae25c77945610b887f777255aa21f8065def9e51ed4"}, @@ -1753,6 +1830,7 @@ version = "3.0.13" description = "Jupyter interactive widgets for JupyterLab" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "jupyterlab_widgets-3.0.13-py3-none-any.whl", hash = "sha256:e3cda2c233ce144192f1e29914ad522b2f4c40e77214b0cc97377ca3d323db54"}, {file = "jupyterlab_widgets-3.0.13.tar.gz", hash = "sha256:a2966d385328c1942b683a8cd96b89b8dd82c8b8f81dda902bb2bc06d46f5bed"}, @@ -1764,6 +1842,7 @@ version = "31.0.0" description = "Kubernetes python client" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "kubernetes-31.0.0-py2.py3-none-any.whl", hash = "sha256:bf141e2d380c8520eada8b351f4e319ffee9636328c137aa432bc486ca1200e1"}, {file = "kubernetes-31.0.0.tar.gz", hash = "sha256:28945de906c8c259c1ebe62703b56a03b714049372196f854105afe4e6d014c0"}, @@ -1791,6 +1870,7 @@ version = "3.0.0" description = "Python port of markdown-it. Markdown parsing, done right!" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"}, {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"}, @@ -1815,6 +1895,7 @@ version = "2.1.5" description = "Safely add untrusted strings to HTML/XML markup." optional = false python-versions = ">=3.7" +groups = ["main", "docs", "test"] files = [ {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"}, {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"}, @@ -1877,6 +1958,7 @@ files = [ {file = "MarkupSafe-2.1.5-cp39-cp39-win_amd64.whl", hash = "sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5"}, {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"}, ] +markers = {main = "sys_platform != \"win32\""} [[package]] name = "matplotlib-inline" @@ -1884,6 +1966,7 @@ version = "0.1.7" description = "Inline Matplotlib backend for Jupyter" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"}, {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"}, @@ -1898,6 +1981,7 @@ version = "0.1.2" description = "Markdown URL utilities" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"}, {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"}, @@ -1909,6 +1993,8 @@ version = "1.10.0" description = "A memory profiler for Python applications" optional = false python-versions = ">=3.7.0" +groups = ["main"] +markers = "sys_platform != \"win32\"" files = [ {file = "memray-1.10.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:843a688877691746f9d1835cfa8a65139948471bdd78720435808d20bc30a1cc"}, {file = "memray-1.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6937d7ef67d18ccc01c3250cdf3b4ef1445b859ee8756f09e3d11bd3ff0c7d67"}, @@ -1953,10 +2039,10 @@ rich = ">=11.2.0" [package.extras] benchmark = ["asv"] -dev = ["Cython", "IPython", "asv", "black", "bump2version", "check-manifest", "flake8", "furo", "greenlet", "ipython", "isort", "mypy", "pytest", "pytest-cov", "setuptools", "sphinx", "sphinx-argparse", "towncrier"] +dev = ["Cython", "IPython", "asv", "black", "bump2version", "check-manifest", "flake8", "furo", "greenlet ; python_version < \"3.12\"", "ipython", "isort", "mypy", "pytest", "pytest-cov", "setuptools ; python_version >= \"3.12\"", "sphinx", "sphinx-argparse", "towncrier"] docs = ["IPython", "bump2version", "furo", "sphinx", "sphinx-argparse", "towncrier"] lint = ["black", "check-manifest", "flake8", "isort", "mypy"] -test = ["Cython", "greenlet", "ipython", "pytest", "pytest-cov", "setuptools"] +test = ["Cython", "greenlet ; python_version < \"3.12\"", "ipython", "pytest", "pytest-cov", "setuptools ; python_version >= \"3.12\""] [[package]] name = "mistune" @@ -1964,6 +2050,7 @@ version = "3.0.2" description = "A sane and fast Markdown parser with useful plugins and renderers" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "mistune-3.0.2-py3-none-any.whl", hash = "sha256:71481854c30fdbc938963d3605b72501f5c10a9320ecd412c121c163a1c7d205"}, {file = "mistune-3.0.2.tar.gz", hash = "sha256:fc7f93ded930c92394ef2cb6f04a8aabab4117a91449e72dcc8dfa646a508be8"}, @@ -1975,6 +2062,7 @@ version = "1.1.0" description = "MessagePack serializer" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "msgpack-1.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7ad442d527a7e358a469faf43fda45aaf4ac3249c8310a82f0ccff9164e5dccd"}, {file = "msgpack-1.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:74bed8f63f8f14d75eec75cf3d04ad581da6b914001b474a5d3cd3372c8cc27d"}, @@ -2048,6 +2136,7 @@ version = "6.1.0" description = "multidict implementation" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"}, {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"}, @@ -2152,6 +2241,7 @@ version = "0.10.0" description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor." optional = false python-versions = ">=3.8.0" +groups = ["test"] files = [ {file = "nbclient-0.10.0-py3-none-any.whl", hash = "sha256:f13e3529332a1f1f81d82a53210322476a168bb7090a0289c795fe9cc11c9d3f"}, {file = "nbclient-0.10.0.tar.gz", hash = "sha256:4b3f1b7dba531e498449c4db4f53da339c91d449dc11e9af3a43b4eb5c5abb09"}, @@ -2174,6 +2264,7 @@ version = "7.16.4" description = "Converting Jupyter Notebooks (.ipynb files) to other formats. Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script. nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "nbconvert-7.16.4-py3-none-any.whl", hash = "sha256:05873c620fe520b6322bf8a5ad562692343fe3452abda5765c7a34b7d1aa3eb3"}, {file = "nbconvert-7.16.4.tar.gz", hash = "sha256:86ca91ba266b0a448dc96fa6c5b9d98affabde2867b363258703536807f9f7f4"}, @@ -2212,6 +2303,7 @@ version = "5.10.4" description = "The Jupyter Notebook format" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"}, {file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"}, @@ -2233,6 +2325,7 @@ version = "1.6.0" description = "Patch asyncio to allow nested event loops" optional = false python-versions = ">=3.5" +groups = ["test"] files = [ {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"}, {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"}, @@ -2244,6 +2337,7 @@ version = "0.2.4" description = "A shim layer for notebook traits and config" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "notebook_shim-0.2.4-py3-none-any.whl", hash = "sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef"}, {file = "notebook_shim-0.2.4.tar.gz", hash = "sha256:b4b2cfa1b65d98307ca24361f5b30fe785b53c3fd07b7a47e89acb5e6ac638cb"}, @@ -2261,6 +2355,7 @@ version = "2.0.2" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"}, {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"}, @@ -2315,6 +2410,7 @@ version = "3.2.2" description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"}, {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"}, @@ -2331,6 +2427,7 @@ version = "0.11.4" description = "A stats collection and distributed tracing framework" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "opencensus-0.11.4-py2.py3-none-any.whl", hash = "sha256:a18487ce68bc19900336e0ff4655c5a116daf10c1b3685ece8d971bddad6a864"}, {file = "opencensus-0.11.4.tar.gz", hash = "sha256:cbef87d8b8773064ab60e5c2a1ced58bbaa38a6d052c41aec224958ce544eff2"}, @@ -2347,6 +2444,7 @@ version = "0.1.3" description = "OpenCensus Runtime Context" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "opencensus-context-0.1.3.tar.gz", hash = "sha256:a03108c3c10d8c80bb5ddf5c8a1f033161fa61972a9917f9b9b3a18517f0088c"}, {file = "opencensus_context-0.1.3-py2.py3-none-any.whl", hash = "sha256:073bb0590007af276853009fac7e4bab1d523c3f03baf4cb4511ca38967c6039"}, @@ -2358,6 +2456,7 @@ version = "1.0.18" description = "OpenShift python client" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "openshift-client-1.0.18.tar.gz", hash = "sha256:be3979440cfd96788146a3a1650dabe939d4d516eea0b39f87e66d2ab39495b1"}, {file = "openshift_client-1.0.18-py2.py3-none-any.whl", hash = "sha256:d8a84080307ccd9556f6c62a3707a3e6507baedee36fa425754f67db9ded528b"}, @@ -2374,6 +2473,7 @@ version = "7.7.0" description = "A decorator to automatically detect mismatch when overriding a method." optional = false python-versions = ">=3.6" +groups = ["test"] files = [ {file = "overrides-7.7.0-py3-none-any.whl", hash = "sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49"}, {file = "overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a"}, @@ -2385,6 +2485,7 @@ version = "24.1" description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" +groups = ["main", "docs", "test"] files = [ {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"}, {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"}, @@ -2396,6 +2497,7 @@ version = "2.2.3" description = "Powerful data structures for data analysis, time series, and statistics" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"}, {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"}, @@ -2482,6 +2584,7 @@ version = "1.5.1" description = "Utilities for writing pandoc filters in python" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" +groups = ["test"] files = [ {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"}, {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"}, @@ -2493,6 +2596,7 @@ version = "3.5.0" description = "SSH2 protocol library" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "paramiko-3.5.0-py3-none-any.whl", hash = "sha256:1fedf06b085359051cd7d0d270cebe19e755a8a921cc2ddbfa647fb0cd7d68f9"}, {file = "paramiko-3.5.0.tar.gz", hash = "sha256:ad11e540da4f55cedda52931f1a3f812a8238a7af7f62a60de538cd80bb28124"}, @@ -2504,8 +2608,8 @@ cryptography = ">=3.3" pynacl = ">=1.5" [package.extras] -all = ["gssapi (>=1.4.1)", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"] -gssapi = ["gssapi (>=1.4.1)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8)"] +all = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""] +gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""] invoke = ["invoke (>=2.0)"] [[package]] @@ -2514,6 +2618,7 @@ version = "0.8.4" description = "A Python Parser" optional = false python-versions = ">=3.6" +groups = ["main", "test"] files = [ {file = "parso-0.8.4-py2.py3-none-any.whl", hash = "sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18"}, {file = "parso-0.8.4.tar.gz", hash = "sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d"}, @@ -2529,6 +2634,8 @@ version = "4.9.0" description = "Pexpect allows easy control of interactive console applications." optional = false python-versions = "*" +groups = ["main", "test"] +markers = "sys_platform != \"win32\"" files = [ {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"}, {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"}, @@ -2543,6 +2650,7 @@ version = "4.3.6" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"}, {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"}, @@ -2559,6 +2667,7 @@ version = "1.5.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, @@ -2574,6 +2683,7 @@ version = "0.21.0" description = "Python client for the Prometheus monitoring system." optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "prometheus_client-0.21.0-py3-none-any.whl", hash = "sha256:4fa6b4dd0ac16d58bb587c04b1caae65b8c5043e85f778f42f5f632f6af2e166"}, {file = "prometheus_client-0.21.0.tar.gz", hash = "sha256:96c83c606b71ff2b0a433c98889d275f51ffec6c5e267de37c7a2b5c9aa9233e"}, @@ -2588,6 +2698,7 @@ version = "3.0.48" description = "Library for building powerful interactive command lines in Python" optional = false python-versions = ">=3.7.0" +groups = ["main", "test"] files = [ {file = "prompt_toolkit-3.0.48-py3-none-any.whl", hash = "sha256:f49a827f90062e411f1ce1f854f2aedb3c23353244f8108b89283587397ac10e"}, {file = "prompt_toolkit-3.0.48.tar.gz", hash = "sha256:d6623ab0477a80df74e646bdbc93621143f5caf104206aa29294d53de1a03d90"}, @@ -2602,6 +2713,7 @@ version = "1.24.0" description = "Beautiful, Pythonic protocol buffers." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "proto-plus-1.24.0.tar.gz", hash = "sha256:30b72a5ecafe4406b0d339db35b56c4059064e69227b8c3bda7462397f966445"}, {file = "proto_plus-1.24.0-py3-none-any.whl", hash = "sha256:402576830425e5f6ce4c2a6702400ac79897dab0b4343821aa5188b0fab81a12"}, @@ -2619,6 +2731,7 @@ version = "5.28.2" description = "" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "protobuf-5.28.2-cp310-abi3-win32.whl", hash = "sha256:eeea10f3dc0ac7e6b4933d32db20662902b4ab81bf28df12218aa389e9c2102d"}, {file = "protobuf-5.28.2-cp310-abi3-win_amd64.whl", hash = "sha256:2c69461a7fcc8e24be697624c09a839976d82ae75062b11a0972e41fd2cd9132"}, @@ -2639,6 +2752,7 @@ version = "6.0.0" description = "Cross-platform lib for process and system monitoring in Python." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +groups = ["test"] files = [ {file = "psutil-6.0.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:a021da3e881cd935e64a3d0a20983bda0bb4cf80e4f74fa9bfcb1bc5785360c6"}, {file = "psutil-6.0.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:1287c2b95f1c0a364d23bc6f2ea2365a8d4d9b726a3be7294296ff7ba97c17f0"}, @@ -2660,7 +2774,7 @@ files = [ ] [package.extras] -test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] +test = ["enum34 ; python_version <= \"3.4\"", "ipaddress ; python_version < \"3.0\"", "mock ; python_version < \"3.0\"", "pywin32 ; sys_platform == \"win32\"", "wmi ; sys_platform == \"win32\""] [[package]] name = "ptyprocess" @@ -2668,10 +2782,12 @@ version = "0.7.0" description = "Run a subprocess in a pseudo terminal" optional = false python-versions = "*" +groups = ["main", "test"] files = [ {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"}, {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"}, ] +markers = {main = "sys_platform != \"win32\"", test = "sys_platform != \"win32\" or os_name != \"nt\""} [[package]] name = "pure-eval" @@ -2679,6 +2795,7 @@ version = "0.2.3" description = "Safely evaluate AST nodes without side effects" optional = false python-versions = "*" +groups = ["main", "test"] files = [ {file = "pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0"}, {file = "pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42"}, @@ -2693,6 +2810,7 @@ version = "0.3.14" description = "Sampling profiler for Python programs" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "py_spy-0.3.14-py2.py3-none-macosx_10_7_x86_64.whl", hash = "sha256:5b342cc5feb8d160d57a7ff308de153f6be68dcf506ad02b4d67065f2bae7f45"}, {file = "py_spy-0.3.14-py2.py3-none-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl", hash = "sha256:fe7efe6c91f723442259d428bf1f9ddb9c1679828866b353d539345ca40d9dd2"}, @@ -2709,6 +2827,7 @@ version = "17.0.0" description = "Python library for Apache Arrow" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyarrow-17.0.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:a5c8b238d47e48812ee577ee20c9a2779e6a5904f1708ae240f53ecbee7c9f07"}, {file = "pyarrow-17.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:db023dc4c6cae1015de9e198d41250688383c3f9af8f565370ab2b4cb5f62655"}, @@ -2760,6 +2879,7 @@ version = "0.6.1" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"}, {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"}, @@ -2771,6 +2891,7 @@ version = "0.4.1" description = "A collection of ASN.1-based protocols modules" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "pyasn1_modules-0.4.1-py3-none-any.whl", hash = "sha256:49bfa96b45a292b711e986f222502c1c9a5e1f4e568fc30e2574a6c7d07838fd"}, {file = "pyasn1_modules-0.4.1.tar.gz", hash = "sha256:c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c"}, @@ -2785,6 +2906,7 @@ version = "2.22" description = "C parser in Python" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, @@ -2796,6 +2918,7 @@ version = "1.10.18" description = "Data validation and settings management using python type hints" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "pydantic-1.10.18-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e405ffcc1254d76bb0e760db101ee8916b620893e6edfbfee563b3c6f7a67c02"}, {file = "pydantic-1.10.18-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e306e280ebebc65040034bff1a0a81fd86b2f4f05daac0131f29541cafd80b80"}, @@ -2855,6 +2978,7 @@ version = "2.18.0" description = "Pygments is a syntax highlighting package written in Python." optional = false python-versions = ">=3.8" +groups = ["main", "docs", "test"] files = [ {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"}, {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"}, @@ -2869,6 +2993,7 @@ version = "1.5.0" description = "Python binding to the Networking and Cryptography (NaCl) library" optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"}, {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"}, @@ -2895,6 +3020,7 @@ version = "7.4.0" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "pytest-7.4.0-py3-none-any.whl", hash = "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32"}, {file = "pytest-7.4.0.tar.gz", hash = "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"}, @@ -2917,6 +3043,7 @@ version = "3.11.1" description = "Thin-wrapper around the mock package for easier use with pytest" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "pytest-mock-3.11.1.tar.gz", hash = "sha256:7f6b125602ac6d743e523ae0bfa71e1a697a2f5534064528c6ff84c2f7c2fc7f"}, {file = "pytest_mock-3.11.1-py3-none-any.whl", hash = "sha256:21c279fff83d70763b05f8874cc9cfb3fcacd6d354247a976f9529d19f9acf39"}, @@ -2934,6 +3061,7 @@ version = "2.3.1" description = "pytest plugin to abort hanging tests" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "pytest-timeout-2.3.1.tar.gz", hash = "sha256:12397729125c6ecbdaca01035b9e5239d4db97352320af155b3f5de1ba5165d9"}, {file = "pytest_timeout-2.3.1-py3-none-any.whl", hash = "sha256:68188cb703edfc6a18fad98dc25a3c61e9f24d644b0b70f33af545219fc7813e"}, @@ -2948,6 +3076,7 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main", "test"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -2962,6 +3091,7 @@ version = "2.0.7" description = "A python library adding a json log formatter" optional = false python-versions = ">=3.6" +groups = ["test"] files = [ {file = "python-json-logger-2.0.7.tar.gz", hash = "sha256:23e7ec02d34237c5aa1e29a070193a4ea87583bb4e7f8fd06d3de8264c4b2e1c"}, {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"}, @@ -2973,6 +3103,7 @@ version = "2024.2" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"}, {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"}, @@ -2984,6 +3115,8 @@ version = "306" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["test"] +markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\"" files = [ {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"}, {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"}, @@ -3007,6 +3140,8 @@ version = "2.0.13" description = "Pseudo terminal support for Windows from Python." optional = false python-versions = ">=3.8" +groups = ["test"] +markers = "os_name == \"nt\"" files = [ {file = "pywinpty-2.0.13-cp310-none-win_amd64.whl", hash = "sha256:697bff211fb5a6508fee2dc6ff174ce03f34a9a233df9d8b5fe9c8ce4d5eaf56"}, {file = "pywinpty-2.0.13-cp311-none-win_amd64.whl", hash = "sha256:b96fb14698db1284db84ca38c79f15b4cfdc3172065b5137383910567591fa99"}, @@ -3022,6 +3157,7 @@ version = "6.0.2" description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, @@ -3084,6 +3220,7 @@ version = "26.2.0" description = "Python bindings for 0MQ" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:ddf33d97d2f52d89f6e6e7ae66ee35a4d9ca6f36eda89c24591b0c40205a3629"}, {file = "pyzmq-26.2.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dacd995031a01d16eec825bf30802fceb2c3791ef24bcce48fa98ce40918c27b"}, @@ -3205,6 +3342,7 @@ version = "2.35.0" description = "Ray provides a simple, universal API for building distributed applications." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "ray-2.35.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:1e7e2d2e987be728a81821b6fd2bccb23e4d8a6cca8417db08b24f06a08d8476"}, {file = "ray-2.35.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8bd48be4c362004d31e5df072fd58b929efc67adfefc0adece41483b15f84539"}, @@ -3259,18 +3397,18 @@ smart-open = {version = "*", optional = true, markers = "extra == \"default\""} virtualenv = {version = ">=20.0.24,<20.21.1 || >20.21.1", optional = true, markers = "extra == \"default\""} [package.extras] -adag = ["cupy-cuda12x"] -air = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "memray", "numpy (>=1.20)", "opencensus", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] -all = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x", "dm-tree", "fastapi", "fsspec", "grpcio (!=1.56.0)", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "gymnasium (==0.28.1)", "lz4", "memray", "numpy (>=1.20)", 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"typer", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] +adag = ["cupy-cuda12x ; sys_platform != \"darwin\""] +air = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", "opencensus", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "pyarrow (>=6.0.1)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] +all = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x ; sys_platform != \"darwin\"", "dm-tree", "fastapi", "fsspec", "grpcio (!=1.56.0)", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "gymnasium (==0.28.1)", "lz4", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", 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["opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"] rllib = ["dm-tree", "fsspec", "gymnasium (==0.28.1)", "lz4", "pandas", "pyarrow (>=6.0.1)", "pyyaml", "requests", "rich", "scikit-image", "scipy", "tensorboardX (>=1.9)", "typer"] -serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "memray", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] -serve-grpc = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0)", "grpcio (>=1.42.0)", "memray", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] +serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "memray ; sys_platform != \"win32\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] +serve-grpc = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "memray ; sys_platform != \"win32\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] train = ["fsspec", "pandas", "pyarrow (>=6.0.1)", "requests", "tensorboardX (>=1.9)"] tune = ["fsspec", "pandas", "pyarrow (>=6.0.1)", "requests", "tensorboardX (>=1.9)"] @@ -3280,6 +3418,7 @@ version = "0.35.1" description = "JSON Referencing + Python" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"}, {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"}, @@ -3295,6 +3434,7 @@ version = "2.32.3" description = "Python HTTP for Humans." optional = false python-versions = ">=3.8" +groups = ["main", "docs", "test"] files = [ {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, @@ -3316,6 +3456,7 @@ version = "2.0.0" description = "OAuthlib authentication support for Requests." optional = false python-versions = ">=3.4" +groups = ["main"] files = [ {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"}, {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"}, @@ -3334,6 +3475,7 @@ version = "0.1.4" description = "A pure python RFC3339 validator" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["test"] files = [ {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"}, {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"}, @@ -3348,6 +3490,7 @@ version = "0.1.1" description = "Pure python rfc3986 validator" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +groups = ["test"] files = [ {file = "rfc3986_validator-0.1.1-py2.py3-none-any.whl", hash = "sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"}, {file = "rfc3986_validator-0.1.1.tar.gz", hash = "sha256:3d44bde7921b3b9ec3ae4e3adca370438eccebc676456449b145d533b240d055"}, @@ -3359,6 +3502,7 @@ version = "13.9.4" description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" optional = false python-versions = ">=3.8.0" +groups = ["main"] files = [ {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"}, {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"}, @@ -3378,6 +3522,7 @@ version = "0.20.0" description = "Python bindings to Rust's persistent data structures (rpds)" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "rpds_py-0.20.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3ad0fda1635f8439cde85c700f964b23ed5fc2d28016b32b9ee5fe30da5c84e2"}, {file = "rpds_py-0.20.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9bb4a0d90fdb03437c109a17eade42dfbf6190408f29b2744114d11586611d6f"}, @@ -3490,6 +3635,7 @@ version = "4.9" description = "Pure-Python RSA implementation" optional = false python-versions = ">=3.6,<4" +groups = ["main"] files = [ {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"}, {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"}, @@ -3504,15 +3650,16 @@ version = "1.8.3" description = "Send file to trash natively under Mac OS X, Windows and Linux" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +groups = ["test"] files = [ {file = "Send2Trash-1.8.3-py3-none-any.whl", hash = "sha256:0c31227e0bd08961c7665474a3d1ef7193929fedda4233843689baa056be46c9"}, {file = "Send2Trash-1.8.3.tar.gz", hash = "sha256:b18e7a3966d99871aefeb00cfbcfdced55ce4871194810fc71f4aa484b953abf"}, ] [package.extras] -nativelib = ["pyobjc-framework-Cocoa", "pywin32"] -objc = ["pyobjc-framework-Cocoa"] -win32 = ["pywin32"] +nativelib = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\"", "pywin32 ; sys_platform == \"win32\""] +objc = ["pyobjc-framework-Cocoa ; sys_platform == \"darwin\""] +win32 = ["pywin32 ; sys_platform == \"win32\""] [[package]] name = "setuptools" @@ -3520,19 +3667,20 @@ version = "75.1.0" description = "Easily download, build, install, upgrade, and uninstall Python packages" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "setuptools-75.1.0-py3-none-any.whl", hash = "sha256:35ab7fd3bcd95e6b7fd704e4a1539513edad446c097797f2985e0e4b960772f2"}, {file = "setuptools-75.1.0.tar.gz", hash = "sha256:d59a21b17a275fb872a9c3dae73963160ae079f1049ed956880cd7c09b120538"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", 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(>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"] +type = ["importlib-metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.11.*)", "pytest-mypy"] [[package]] name = "six" @@ -3540,6 +3688,7 @@ version = "1.16.0" description = "Python 2 and 3 compatibility utilities" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +groups = ["main", "test"] files = [ {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, @@ -3551,6 +3700,7 @@ version = "7.0.4" description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)" optional = false python-versions = "<4.0,>=3.7" +groups = ["main"] files = [ {file = "smart_open-7.0.4-py3-none-any.whl", hash = "sha256:4e98489932b3372595cddc075e6033194775165702887216b65eba760dfd8d47"}, {file = "smart_open-7.0.4.tar.gz", hash = "sha256:62b65852bdd1d1d516839fcb1f6bc50cd0f16e05b4ec44b52f43d38bcb838524"}, @@ -3576,6 +3726,7 @@ version = "1.3.1" description = "Sniff out which async library your code is running under" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -3587,6 +3738,7 @@ version = "2.2.0" description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms." optional = false python-versions = "*" +groups = ["docs"] files = [ {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"}, {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"}, @@ -3598,6 +3750,7 @@ version = "2.6" description = "A modern CSS selector implementation for Beautiful Soup." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"}, {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"}, @@ -3609,6 +3762,7 @@ version = "7.4.7" description = "Python documentation generator" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"}, {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"}, @@ -3645,6 +3799,7 @@ version = "3.0.1" description = "Read the Docs theme for Sphinx" optional = false python-versions = ">=3.8" +groups = ["docs"] files = [ {file = "sphinx_rtd_theme-3.0.1-py2.py3-none-any.whl", hash = "sha256:921c0ece75e90633ee876bd7b148cfaad136b481907ad154ac3669b6fc957916"}, {file = "sphinx_rtd_theme-3.0.1.tar.gz", hash = "sha256:a4c5745d1b06dfcb80b7704fe532eb765b44065a8fad9851e4258c8804140703"}, @@ -3664,6 +3819,7 @@ version = "2.0.0" description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"}, {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"}, @@ -3680,6 +3836,7 @@ version = "2.0.0" description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"}, {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"}, @@ -3696,6 +3853,7 @@ version = "2.1.0" description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"}, {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"}, @@ -3712,6 +3870,7 @@ version = "4.1" description = "Extension to include jQuery on newer Sphinx releases" optional = false python-versions = ">=2.7" +groups = ["docs"] files = [ {file = "sphinxcontrib-jquery-4.1.tar.gz", hash = "sha256:1620739f04e36a2c779f1a131a2dfd49b2fd07351bf1968ced074365933abc7a"}, {file = "sphinxcontrib_jquery-4.1-py2.py3-none-any.whl", hash = "sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae"}, @@ -3726,6 +3885,7 @@ version = "1.0.1" description = "A sphinx extension which renders display math in HTML via JavaScript" optional = false python-versions = ">=3.5" +groups = ["docs"] files = [ {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"}, {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"}, @@ -3740,6 +3900,7 @@ version = "2.0.0" description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"}, {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"}, @@ -3756,6 +3917,7 @@ version = "2.0.0" description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)" optional = false python-versions = ">=3.9" +groups = ["docs"] files = [ {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"}, {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"}, @@ -3772,6 +3934,7 @@ version = "0.6.3" description = "Extract data from python stack frames and tracebacks for informative displays" optional = false python-versions = "*" +groups = ["main", "test"] files = [ {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"}, {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"}, @@ -3791,6 +3954,7 @@ version = "0.18.1" description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "terminado-0.18.1-py3-none-any.whl", hash = "sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0"}, {file = "terminado-0.18.1.tar.gz", hash = "sha256:de09f2c4b85de4765f7714688fff57d3e75bad1f909b589fde880460c753fd2e"}, @@ -3812,6 +3976,7 @@ version = "1.3.0" description = "A tiny CSS parser" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "tinycss2-1.3.0-py3-none-any.whl", hash = "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"}, {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"}, @@ -3830,6 +3995,8 @@ version = "2.0.1" description = "A lil' TOML parser" optional = false python-versions = ">=3.7" +groups = ["docs", "test"] +markers = "python_version < \"3.11\"" files = [ {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, @@ -3841,6 +4008,7 @@ version = "6.4.1" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"}, {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14"}, @@ -3861,6 +4029,7 @@ version = "5.14.3" description = "Traitlets Python configuration system" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"}, {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"}, @@ -3876,6 +4045,7 @@ version = "2.9.0.20240906" description = "Typing stubs for python-dateutil" optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "types-python-dateutil-2.9.0.20240906.tar.gz", hash = "sha256:9706c3b68284c25adffc47319ecc7947e5bb86b3773f843c73906fd598bc176e"}, {file = "types_python_dateutil-2.9.0.20240906-py3-none-any.whl", hash = "sha256:27c8cc2d058ccb14946eebcaaa503088f4f6dbc4fb6093d3d456a49aef2753f6"}, @@ -3887,10 +4057,12 @@ version = "4.12.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, ] +markers = {test = "python_version < \"3.11\""} [[package]] name = "tzdata" @@ -3898,6 +4070,7 @@ version = "2024.2" description = "Provider of IANA time zone data" optional = false python-versions = ">=2" +groups = ["main"] files = [ {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"}, {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"}, @@ -3909,6 +4082,7 @@ version = "1.3.0" description = "RFC 6570 URI Template Processor" optional = false python-versions = ">=3.7" +groups = ["test"] files = [ {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"}, {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"}, @@ -3923,13 +4097,14 @@ version = "2.2.3" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.8" +groups = ["main", "docs", "test"] files = [ {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"}, {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"}, ] [package.extras] -brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] +brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""] h2 = ["h2 (>=4,<5)"] socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] zstd = ["zstandard (>=0.18.0)"] @@ -3940,6 +4115,7 @@ version = "20.26.6" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "virtualenv-20.26.6-py3-none-any.whl", hash = "sha256:7345cc5b25405607a624d8418154577459c3e0277f5466dd79c49d5e492995f2"}, {file = "virtualenv-20.26.6.tar.gz", hash = "sha256:280aede09a2a5c317e409a00102e7077c6432c5a38f0ef938e643805a7ad2c48"}, @@ -3952,7 +4128,7 @@ platformdirs = ">=3.9.1,<5" [package.extras] docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] -test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""] [[package]] name = "wcwidth" @@ -3960,6 +4136,7 @@ version = "0.2.13" description = "Measures the displayed width of unicode strings in a terminal" optional = false python-versions = "*" +groups = ["main", "test"] files = [ {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, @@ -3971,6 +4148,7 @@ version = "24.8.0" description = "A library for working with the color formats defined by HTML and CSS." optional = false python-versions = ">=3.8" +groups = ["test"] files = [ {file = "webcolors-24.8.0-py3-none-any.whl", hash = "sha256:fc4c3b59358ada164552084a8ebee637c221e4059267d0f8325b3b560f6c7f0a"}, {file = "webcolors-24.8.0.tar.gz", hash = "sha256:08b07af286a01bcd30d583a7acadf629583d1f79bfef27dd2c2c5c263817277d"}, @@ -3986,6 +4164,7 @@ version = "0.5.1" description = "Character encoding aliases for legacy web content" optional = false python-versions = "*" +groups = ["test"] files = [ {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"}, {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"}, @@ -3997,6 +4176,7 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" +groups = ["main", "test"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -4013,6 +4193,7 @@ version = "4.0.13" description = "Jupyter interactive widgets for Jupyter Notebook" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "widgetsnbextension-4.0.13-py3-none-any.whl", hash = "sha256:74b2692e8500525cc38c2b877236ba51d34541e6385eeed5aec15a70f88a6c71"}, {file = "widgetsnbextension-4.0.13.tar.gz", hash = "sha256:ffcb67bc9febd10234a362795f643927f4e0c05d9342c727b65d2384f8feacb6"}, @@ -4024,6 +4205,7 @@ version = "1.16.0" description = "Module for decorators, wrappers and monkey patching." optional = false python-versions = ">=3.6" +groups = ["main"] files = [ {file = "wrapt-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"}, {file = "wrapt-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020"}, @@ -4103,6 +4285,7 @@ version = "1.13.1" description = "Yet another URL library" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "yarl-1.13.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:82e692fb325013a18a5b73a4fed5a1edaa7c58144dc67ad9ef3d604eccd451ad"}, {file = "yarl-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df4e82e68f43a07735ae70a2d84c0353e58e20add20ec0af611f32cd5ba43fb4"}, @@ -4208,20 +4391,22 @@ version = "3.20.2" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.8" +groups = ["docs", "test"] +markers = "python_version == \"3.9\"" files = [ {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, ] [package.extras] -check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] type = ["pytest-mypy"] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = "^3.9" content-hash = "6e5e74183be00c02f89e0da419aec0b032025410f8d2ae8685263fb5bc38b911" From 9b96745d5311312f22931fc2d6e20d6823739e38 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Thu, 6 Mar 2025 16:01:31 +0000 Subject: [PATCH 32/73] Update reference to Ray ROCm image --- docs/sphinx/user-docs/cluster-configuration.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index 9f9fdddb..82156b2f 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -41,7 +41,7 @@ requirements for creating the Ray Cluster. If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default. If you are using ROCm compatible GPUs you - can use `quay.io/modh/ray:2.35.0-py39-rocm61`. You can also find + can use `quay.io/modh/ray:2.35.0-py311-rocm62` or `quay.io/modh/ray:2.35.0-py39-rocm62`. You can also find documentation on building a custom image `here `__. From ba4f6317c3a5ebc077f6688aba0e1dd217059fb9 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Fri, 2 May 2025 10:10:13 +0100 Subject: [PATCH 33/73] chore(RHOAIENG-24672): Update Ray to 2.44.1 and Py311 Runtime image refs --- .../additional-demos/local_interactive.ipynb | 2 +- .../additional-demos/ray_job_client.ipynb | 2 +- demo-notebooks/guided-demos/0_basic_ray.ipynb | 2 +- .../guided-demos/1_cluster_job_client.ipynb | 2 +- .../guided-demos/2_basic_interactive.ipynb | 2 +- .../guided-demos/3_widget_example.ipynb | 2 +- .../notebook-ex-outputs/0_basic_ray.ipynb | 2 +- .../1_cluster_job_client.ipynb | 2 +- .../2_basic_interactive.ipynb | 2 +- .../preview_nbs/0_basic_ray.ipynb | 2 +- .../preview_nbs/1_cluster_job_client.ipynb | 2 +- .../preview_nbs/2_basic_interactive.ipynb | 2 +- .../user-docs/cluster-configuration.rst | 2 +- poetry.lock | 3297 ++++++++++------- pyproject.toml | 2 +- .../common/utils/unit_test_support.py | 2 +- .../ray/cluster/build_ray_cluster.py | 4 +- .../appwrapper/test-case-bad.yaml | 2 +- .../appwrapper/unit-test-all-params.yaml | 2 +- tests/test_cluster_yamls/kueue/aw_kueue.yaml | 2 +- .../kueue/ray_cluster_kueue.yaml | 2 +- .../ray/default-appwrapper.yaml | 2 +- .../ray/default-ray-cluster.yaml | 2 +- .../ray/unit-test-all-params.yaml | 2 +- .../support_clusters/test-aw-a.yaml | 2 +- .../support_clusters/test-aw-b.yaml | 2 +- .../support_clusters/test-rc-a.yaml | 2 +- .../support_clusters/test-rc-b.yaml | 2 +- 28 files changed, 1888 insertions(+), 1465 deletions(-) diff --git a/demo-notebooks/additional-demos/local_interactive.ipynb b/demo-notebooks/additional-demos/local_interactive.ipynb index 09cb9b89..ed105b45 100644 --- a/demo-notebooks/additional-demos/local_interactive.ipynb +++ b/demo-notebooks/additional-demos/local_interactive.ipynb @@ -38,7 +38,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/ray_job_client.ipynb b/demo-notebooks/additional-demos/ray_job_client.ipynb index 31c5793e..4b129190 100644 --- a/demo-notebooks/additional-demos/ray_job_client.ipynb +++ b/demo-notebooks/additional-demos/ray_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/0_basic_ray.ipynb b/demo-notebooks/guided-demos/0_basic_ray.ipynb index be05130e..603a52a2 100644 --- a/demo-notebooks/guided-demos/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/0_basic_ray.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb index 8db650dd..f33fa2ec 100644 --- a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/2_basic_interactive.ipynb index 5528d04b..fccca9d3 100644 --- a/demo-notebooks/guided-demos/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/2_basic_interactive.ipynb @@ -47,7 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/3_widget_example.ipynb b/demo-notebooks/guided-demos/3_widget_example.ipynb index 243c75ec..ea5ad08a 100644 --- a/demo-notebooks/guided-demos/3_widget_example.ipynb +++ b/demo-notebooks/guided-demos/3_widget_example.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb index 3e6dc193..fb1a8d61 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb index e79d47e7..7e62f52a 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb index f6417521..fe8f3274 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb @@ -47,7 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb index 3e6dc193..fb1a8d61 100644 --- a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb index 40195d64..34defbf9 100644 --- a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb index 8838a5ba..7f50437f 100644 --- a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb @@ -47,7 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index 82156b2f..d60e9c92 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -36,7 +36,7 @@ requirements for creating the Ray Cluster. a RayCluster resource depend on the installed Python version: - For Python 3.9: `quay.io/modh/ray:2.35.0-py39-cu121` - - For Python 3.11: `quay.io/modh/ray:2.35.0-py311-cu121` + - For Python 3.11: `quay.io/modh/ray:2.44.1-py311-cu121 ` If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default. diff --git a/poetry.lock b/poetry.lock index 34340a62..1e0d12ab 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,116 +1,106 @@ -# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. 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{version = "2.35.0", extras = ["data", "default"]} +ray = {version = "2.44.1", extras = ["data", "default"]} kubernetes = ">= 27.2.0" cryptography = "43.0.3" executing = "1.2.0" diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 28a30381..bf437009 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -277,7 +277,7 @@ def get_expected_image(): if python_version.major == 3 and python_version.minor == 9: return "quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06" else: - return "quay.io/modh/ray@sha256:db667df1bc437a7b0965e8031e905d3ab04b86390d764d120e05ea5a5c18d1b4" + return "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31" def get_template_variables(): diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 215ac32e..2b8180a2 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -94,7 +94,7 @@ SUPPORTED_PYTHON_VERSIONS = { "3.9": "quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06", - "3.11": "quay.io/modh/ray@sha256:db667df1bc437a7b0965e8031e905d3ab04b86390d764d120e05ea5a5c18d1b4", + "3.11": "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31", } @@ -105,7 +105,7 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): The resource is a dict template which uses Kubernetes Objects for creating metadata, resource requests, specs and containers. The result is sanitised and returned either as a dict or written as a yaml file. """ - ray_version = "2.35.0" + ray_version = "2.44.1" # GPU related variables head_gpu_count, worker_gpu_count = head_worker_gpu_count_from_cluster(cluster) diff --git a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml index 9166eced..4a14f01f 100644 --- a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml +++ b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml @@ -66,7 +66,7 @@ spec: requests: cpu: 2 memory: 8G - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-unit-test-cluster maxReplicas: 2 diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index 0977d659..825318a0 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -131,7 +131,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-aw-all-params maxReplicas: 10 diff --git a/tests/test_cluster_yamls/kueue/aw_kueue.yaml b/tests/test_cluster_yamls/kueue/aw_kueue.yaml index b5b5ae3f..fd78f070 100644 --- a/tests/test_cluster_yamls/kueue/aw_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/aw_kueue.yaml @@ -90,7 +90,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-unit-test-aw-kueue maxReplicas: 2 diff --git a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml index ad179a0b..a6dd81d7 100644 --- a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml @@ -90,7 +90,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-unit-test-cluster-kueue maxReplicas: 2 diff --git a/tests/test_cluster_yamls/ray/default-appwrapper.yaml b/tests/test_cluster_yamls/ray/default-appwrapper.yaml index eadfeaa0..6d1cdcd5 100644 --- a/tests/test_cluster_yamls/ray/default-appwrapper.yaml +++ b/tests/test_cluster_yamls/ray/default-appwrapper.yaml @@ -88,7 +88,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-default-appwrapper maxReplicas: 1 diff --git a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml index 056479e6..38e02f8f 100644 --- a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml +++ b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml @@ -80,7 +80,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-default-cluster maxReplicas: 1 diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index 188319ab..16a703b8 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -122,7 +122,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-test-all-params maxReplicas: 10 diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml index fe26900d..6600381f 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-test-cluster-a maxReplicas: 1 diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml index eed571fe..e0e4ae94 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-test-cluster-b maxReplicas: 1 diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml index 5f5d456c..51136cc7 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml @@ -82,7 +82,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-test-cluster-a maxReplicas: 1 diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml index 3bf894db..e180a442 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml @@ -82,7 +82,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.35.0 + rayVersion: 2.44.1 workerGroupSpecs: - groupName: small-group-test-rc-b maxReplicas: 1 From 82fa656fa8069dd32a03275ecefced46faf034f6 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Tue, 6 May 2025 08:23:26 +0100 Subject: [PATCH 34/73] chore: remove python 3.9 support --- .github/workflows/odh-notebooks-sync.yml | 2 +- .github/workflows/publish-documentation.yaml | 2 +- .../additional-demos/hf_interactive.ipynb | 1 - .../additional-demos/local_interactive.ipynb | 3 +- .../additional-demos/ray_job_client.ipynb | 3 +- demo-notebooks/guided-demos/0_basic_ray.ipynb | 3 +- .../guided-demos/1_cluster_job_client.ipynb | 3 +- .../guided-demos/2_basic_interactive.ipynb | 3 +- .../guided-demos/3_widget_example.ipynb | 3 +- .../notebook-ex-outputs/0_basic_ray.ipynb | 3 +- .../1_cluster_job_client.ipynb | 3 +- .../2_basic_interactive.ipynb | 3 +- .../notebook-ex-outputs/interactivetest.yaml | 4 +- .../notebook-ex-outputs/jobtest.yaml | 4 +- .../notebook-ex-outputs/raytest.yaml | 4 +- .../preview_nbs/0_basic_ray.ipynb | 3 +- .../preview_nbs/1_cluster_job_client.ipynb | 3 +- .../preview_nbs/2_basic_interactive.ipynb | 3 +- .../user-docs/cluster-configuration.rst | 5 +- poetry.lock | 315 +----------------- pyproject.toml | 2 +- .../common/utils/unit_test_support.py | 8 +- .../ray/cluster/build_ray_cluster.py | 5 +- .../ray/cluster/test_build_ray_cluster.py | 3 +- src/utils/constants.py | 1 + tests/e2e/support.py | 2 +- .../appwrapper/test-case-bad.yaml | 4 +- .../support_clusters/test-aw-a.yaml | 4 +- .../support_clusters/test-aw-b.yaml | 4 +- .../support_clusters/test-rc-a.yaml | 4 +- .../support_clusters/test-rc-b.yaml | 4 +- 31 files changed, 46 insertions(+), 368 deletions(-) create mode 100644 src/utils/constants.py diff --git a/.github/workflows/odh-notebooks-sync.yml b/.github/workflows/odh-notebooks-sync.yml index 0b55890b..91f5aecb 100644 --- a/.github/workflows/odh-notebooks-sync.yml +++ b/.github/workflows/odh-notebooks-sync.yml @@ -33,7 +33,7 @@ env: REPO_OWNER: ${{ github.event.inputs.codeflare-repository-organization }} REPO_NAME: notebooks GITHUB_TOKEN: ${{ secrets.CODEFLARE_MACHINE_ACCOUNT_TOKEN }} - MINIMUM_SUPPORTED_PYTHON_VERSION: 3.9 + MINIMUM_SUPPORTED_PYTHON_VERSION: 3.11 jobs: build: diff --git a/.github/workflows/publish-documentation.yaml b/.github/workflows/publish-documentation.yaml index 80afe7d6..a96891c3 100644 --- a/.github/workflows/publish-documentation.yaml +++ b/.github/workflows/publish-documentation.yaml @@ -19,7 +19,7 @@ jobs: - name: Install Python uses: actions/setup-python@v5 with: - python-version: 3.9 + python-version: 3.11 - name: Install Sphinx run: | sudo apt-get update diff --git a/demo-notebooks/additional-demos/hf_interactive.ipynb b/demo-notebooks/additional-demos/hf_interactive.ipynb index d75d96ec..fcb45bf6 100644 --- a/demo-notebooks/additional-demos/hf_interactive.ipynb +++ b/demo-notebooks/additional-demos/hf_interactive.ipynb @@ -70,7 +70,6 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." diff --git a/demo-notebooks/additional-demos/local_interactive.ipynb b/demo-notebooks/additional-demos/local_interactive.ipynb index ed105b45..ed9e5648 100644 --- a/demo-notebooks/additional-demos/local_interactive.ipynb +++ b/demo-notebooks/additional-demos/local_interactive.ipynb @@ -37,8 +37,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/ray_job_client.ipynb b/demo-notebooks/additional-demos/ray_job_client.ipynb index 4b129190..8d28ad13 100644 --- a/demo-notebooks/additional-demos/ray_job_client.ipynb +++ b/demo-notebooks/additional-demos/ray_job_client.ipynb @@ -43,8 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/0_basic_ray.ipynb b/demo-notebooks/guided-demos/0_basic_ray.ipynb index 603a52a2..1e729cc1 100644 --- a/demo-notebooks/guided-demos/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/0_basic_ray.ipynb @@ -49,8 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb index f33fa2ec..73ef0b2a 100644 --- a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb @@ -43,8 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/2_basic_interactive.ipynb index fccca9d3..118720aa 100644 --- a/demo-notebooks/guided-demos/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/2_basic_interactive.ipynb @@ -46,8 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/3_widget_example.ipynb b/demo-notebooks/guided-demos/3_widget_example.ipynb index ea5ad08a..3f44afe3 100644 --- a/demo-notebooks/guided-demos/3_widget_example.ipynb +++ b/demo-notebooks/guided-demos/3_widget_example.ipynb @@ -49,8 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb index fb1a8d61..2ac5109e 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb @@ -49,8 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb index 7e62f52a..ff8d53b7 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb @@ -43,8 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb index fe8f3274..57538aa8 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb @@ -46,8 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml index fd6500a7..1ac7e603 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml @@ -81,7 +81,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.35.0-py39-cu121 + image: quay.io/modh/ray:2.44.1-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -147,7 +147,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.35.0-py39-cu121 + image: quay.io/modh/ray:2.44.1-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml index a33a9cf5..840b4f81 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml @@ -70,7 +70,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.35.0-py39-cu121 + image: quay.io/modh/ray:2.44.1-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -127,7 +127,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.35.0-py39-cu121 + image: quay.io/modh/ray:2.44.1-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml index 151d2e28..6dc0b8b6 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml @@ -70,7 +70,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.35.0-py39-cu121 + image: quay.io/modh/ray:2.44.1-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -127,7 +127,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.35.0-py39-cu121 + image: quay.io/modh/ray:2.44.1-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb index fb1a8d61..2ac5109e 100644 --- a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb @@ -49,8 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb index 34defbf9..d7113ae5 100644 --- a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb @@ -43,8 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb index 7f50437f..8fd9ce0d 100644 --- a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb @@ -46,8 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.9: 'quay.io/modh/ray:2.35.0-py39-cu121'\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121 '\n", + "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index d60e9c92..e08b9f6e 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -35,13 +35,12 @@ requirements for creating the Ray Cluster. The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version: - - For Python 3.9: `quay.io/modh/ray:2.35.0-py39-cu121` - - For Python 3.11: `quay.io/modh/ray:2.44.1-py311-cu121 ` + - For Python 3.11: `quay.io/modh/ray:2.44.1-py311-cu121` If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default. If you are using ROCm compatible GPUs you - can use `quay.io/modh/ray:2.35.0-py311-rocm62` or `quay.io/modh/ray:2.35.0-py39-rocm62`. You can also find + can use `quay.io/modh/ray:2.35.0-py311-rocm62`. You can also find documentation on building a custom image `here `__. diff --git a/poetry.lock b/poetry.lock index 1e0d12ab..725ce7e0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -106,7 +106,6 @@ files = [ [package.dependencies] aiohappyeyeballs = ">=2.3.0" aiosignal = ">=1.1.2" -async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""} attrs = ">=17.3.0" frozenlist = ">=1.1.1" multidict = ">=4.5,<7.0" @@ -171,7 +170,6 @@ files = [ ] [package.dependencies] -exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} idna = ">=2.8" sniffio = ">=1.1" typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} @@ -301,22 +299,6 @@ files = [ {file = "async_lru-2.0.5.tar.gz", hash = "sha256:481d52ccdd27275f42c43a928b4a50c3bfb2d67af4e78b170e3e0bb39c66e5bb"}, ] -[package.dependencies] -typing_extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""} - -[[package]] -name = "async-timeout" -version = "5.0.1" -description = "Timeout context manager for asyncio programs" -optional = false -python-versions = ">=3.8" -groups = ["main"] -markers = "python_version < \"3.11\"" -files = [ - {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, - {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, -] - [[package]] name = "attrs" version = "25.3.0" @@ -665,22 +647,6 @@ files = [ {file = "charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63"}, ] -[[package]] -name = "click" -version = "8.1.8" -description = "Composable command line interface toolkit" -optional = false -python-versions = ">=3.7" -groups = ["main"] -markers = "python_version == \"3.9\"" -files = [ - {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, - {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, -] - -[package.dependencies] -colorama = {version = "*", markers = "platform_system == \"Windows\""} - [[package]] name = "click" version = "8.2.0" @@ -688,7 +654,6 @@ description = "Composable command line interface toolkit" optional = false python-versions = ">=3.10" groups = ["main"] -markers = "python_version >= \"3.10\"" files = [ {file = "click-8.2.0-py3-none-any.whl", hash = "sha256:6b303f0b2aa85f1cb4e5303078fadcbcd4e476f114fab9b5007005711839325c"}, {file = "click-8.2.0.tar.gz", hash = "sha256:f5452aeddd9988eefa20f90f05ab66f17fce1ee2a36907fd30b05bbb5953814d"}, @@ -964,25 +929,6 @@ files = [ {file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"}, ] -[[package]] -name = "exceptiongroup" -version = "1.3.0" -description = "Backport of PEP 654 (exception groups)" -optional = false -python-versions = ">=3.7" -groups = ["main", "test"] -markers = "python_version < \"3.11\"" -files = [ - {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"}, - {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"}, -] - 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[[package]] name = "iniconfig" version = "2.1.0" @@ -1490,85 +1411,6 @@ pyqt5 = ["pyqt5"] pyside6 = ["pyside6"] test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"] -[[package]] -name = "ipython" -version = "8.18.1" -description = "IPython: Productive Interactive Computing" -optional = false -python-versions = ">=3.9" -groups = ["main", "test"] -markers = "python_version == \"3.9\"" -files = [ - {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"}, - {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"}, -] - -[package.dependencies] -colorama = {version = "*", markers = "sys_platform == \"win32\""} -decorator = "*" -exceptiongroup = {version = "*", markers = "python_version < \"3.11\""} -jedi = ">=0.16" -matplotlib-inline = "*" -pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""} -prompt-toolkit = ">=3.0.41,<3.1.0" -pygments = ">=2.4.0" -stack-data = "*" -traitlets = ">=5" -typing-extensions = {version = "*", markers = "python_version < \"3.10\""} - 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image="quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06", + image="quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31", write_to_file=True, labels={1: 1}, ) @@ -273,11 +273,9 @@ def apply_template(yaml_file_path, variables): def get_expected_image(): + # TODO: Add Python 3.12 support python_version = sys.version_info - if python_version.major == 3 and python_version.minor == 9: - return "quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06" - else: - return "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31" + return "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31" def get_template_variables(): diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 2b8180a2..e4e02f76 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -20,6 +20,7 @@ from ...common import _kube_api_error_handling from ...common.kubernetes_cluster import get_api_client, config_check from kubernetes.client.exceptions import ApiException +from utils.constants import RAY_VERSION import codeflare_sdk import os @@ -93,7 +94,6 @@ ] SUPPORTED_PYTHON_VERSIONS = { - "3.9": "quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06", "3.11": "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31", } @@ -105,7 +105,6 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): The resource is a dict template which uses Kubernetes Objects for creating metadata, resource requests, specs and containers. The result is sanitised and returned either as a dict or written as a yaml file. """ - ray_version = "2.44.1" # GPU related variables head_gpu_count, worker_gpu_count = head_worker_gpu_count_from_cluster(cluster) @@ -123,7 +122,7 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): "kind": "RayCluster", "metadata": get_metadata(cluster), "spec": { - "rayVersion": ray_version, + "rayVersion": RAY_VERSION, "enableInTreeAutoscaling": False, "autoscalerOptions": { "upscalingMode": "Default", diff --git a/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py index 7d6d3d0a..42e1e157 100644 --- a/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py @@ -41,7 +41,6 @@ def test_update_image_without_supported_python_version(mocker): mocker.patch.dict( "codeflare_sdk.ray.cluster.build_ray_cluster.SUPPORTED_PYTHON_VERSIONS", { - "3.9": "ray-py3.9", "3.11": "ray-py3.11", }, ) @@ -60,7 +59,7 @@ def test_update_image_without_supported_python_version(mocker): # Assert that the warning was called with the expected message warn_mock.assert_called_once_with( - "No default Ray image defined for 3.8. Please provide your own image or use one of the following python versions: 3.9, 3.11." + "No default Ray image defined for 3.8. Please provide your own image or use one of the following python versions: 3.11." ) # Assert that no image was set since the Python version is not supported diff --git a/src/utils/constants.py b/src/utils/constants.py new file mode 100644 index 00000000..178f6ac3 --- /dev/null +++ b/src/utils/constants.py @@ -0,0 +1 @@ +RAY_VERSION = "2.44.1" diff --git a/tests/e2e/support.py b/tests/e2e/support.py index 5e4ddbdf..d7bee805 100644 --- a/tests/e2e/support.py +++ b/tests/e2e/support.py @@ -28,7 +28,7 @@ def get_ray_cluster(cluster_name, namespace): def get_ray_image(): - default_ray_image = "quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06" + default_ray_image = "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31" return os.getenv("RAY_IMAGE", default_ray_image) diff --git a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml index 4a14f01f..cb1ed471 100644 --- a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml +++ b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml @@ -42,7 +42,7 @@ spec: valueFrom: fieldRef: fieldPath: status.podIP - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -89,7 +89,7 @@ spec: valueFrom: fieldRef: fieldPath: status.podIP - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml index 6600381f..9c89b593 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -109,7 +109,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml index e0e4ae94..b2701f20 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -109,7 +109,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml index 51136cc7..9ece6661 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml @@ -29,7 +29,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -100,7 +100,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml index e180a442..9d52e300 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml @@ -29,7 +29,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -100,7 +100,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:0d715f92570a2997381b7cafc0e224cfa25323f18b9545acfd23bc2b71576d06 + - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 lifecycle: preStop: exec: From 53425bbc24a7dbc6be2445d5338950da2cfdc856 Mon Sep 17 00:00:00 2001 From: kramaranya Date: Mon, 14 Apr 2025 12:58:37 +0100 Subject: [PATCH 35/73] feat: enable Ray cluster head pod persistency Signed-off-by: kramaranya --- .../user-docs/cluster-configuration.rst | 42 ++++++++++++++++++ .../ray/cluster/build_ray_cluster.py | 25 +++++++++++ src/codeflare_sdk/ray/cluster/config.py | 44 +++++++++++++++++-- 3 files changed, 107 insertions(+), 4 deletions(-) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index e08b9f6e..7ca871e7 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -97,6 +97,48 @@ Custom Volumes/Volume Mounts | For more information on creating Volumes and Volume Mounts with Python check out the Python Kubernetes docs (`Volumes `__, `Volume Mounts `__). | You can also find further information on Volumes and Volume Mounts by visiting the Kubernetes `documentation `__. +GCS Fault Tolerance +------------------ +By default, the state of the Ray cluster is transient to the head Pod. Whatever triggers a restart of the head Pod results in losing that state, including Ray Cluster history. To make Ray cluster state persistent you can enable Global Control Service (GCS) fault tolerance with an external Redis storage. + +To configure GCS fault tolerance you need to set the following parameters: + +.. list-table:: + :header-rows: 1 + :widths: auto + + * - Parameter + - Description + * - ``enable_gcs_ft`` + - Boolean to enable GCS fault tolerance + * - ``redis_address`` + - Address of the external Redis service, ex: "redis:6379" + * - ``redis_password_secret`` + - Dictionary with 'name' and 'key' fields specifying the Kubernetes secret for Redis password + * - ``external_storage_namespace`` + - Custom storage namespace for GCS fault tolerance (by default, KubeRay sets it to the RayCluster's UID) + +Example configuration: + +.. code:: python + + from codeflare_sdk import Cluster, ClusterConfiguration + + cluster = Cluster(ClusterConfiguration( + name='ray-cluster-with-persistence', + num_workers=2, + enable_gcs_ft=True, + redis_address="redis:6379", + redis_password_secret={ + "name": "redis-password-secret", + "key": "password" + }, + # external_storage_namespace="my-custom-namespace" # Optional: Custom namespace for GCS data in Redis + )) + +.. note:: + You need to have a Redis instance deployed in your Kubernetes cluster before using this feature. + Deprecating Parameters ---------------------- diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index e4e02f76..9c626200 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -169,6 +169,31 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): }, } + if cluster.config.enable_gcs_ft: + if not cluster.config.redis_address: + raise ValueError( + "redis_address must be provided when enable_gcs_ft is True" + ) + + gcs_ft_options = {"redisAddress": cluster.config.redis_address} + + if cluster.config.external_storage_namespace: + gcs_ft_options[ + "externalStorageNamespace" + ] = cluster.config.external_storage_namespace + + if cluster.config.redis_password_secret: + gcs_ft_options["redisPassword"] = { + "valueFrom": { + "secretKeyRef": { + "name": cluster.config.redis_password_secret["name"], + "key": cluster.config.redis_password_secret["key"], + } + } + } + + resource["spec"]["gcsFaultToleranceOptions"] = gcs_ft_options + config_check() k8s_client = get_api_client() or client.ApiClient() diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index ab64be83..4f646baa 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -100,6 +100,14 @@ class ClusterConfiguration: A list of V1Volume objects to add to the Cluster volume_mounts: A list of V1VolumeMount objects to add to the Cluster + enable_gcs_ft: + A boolean indicating whether to enable GCS fault tolerance. + redis_address: + The address of the Redis server to use for GCS fault tolerance, required when enable_gcs_ft is True. + redis_password_secret: + Kubernetes secret reference containing Redis password. ex: {"name": "secret-name", "key": "password-key"} + external_storage_namespace: + The storage namespace to use for GCS fault tolerance. By default, KubeRay sets it to the UID of RayCluster. """ name: str @@ -142,6 +150,10 @@ class ClusterConfiguration: annotations: Dict[str, str] = field(default_factory=dict) volumes: list[V1Volume] = field(default_factory=list) volume_mounts: list[V1VolumeMount] = field(default_factory=list) + enable_gcs_ft: bool = False + redis_address: Optional[str] = None + redis_password_secret: Optional[Dict[str, str]] = None + external_storage_namespace: Optional[str] = None def __post_init__(self): if not self.verify_tls: @@ -149,6 +161,27 @@ def __post_init__(self): "Warning: TLS verification has been disabled - Endpoint checks will be bypassed" ) + if self.enable_gcs_ft: + if not self.redis_address: + raise ValueError( + "redis_address must be provided when enable_gcs_ft is True" + ) + + if self.redis_password_secret and not isinstance( + self.redis_password_secret, dict + ): + raise ValueError( + "redis_password_secret must be a dictionary with 'name' and 'key' fields" + ) + + if self.redis_password_secret and ( + "name" not in self.redis_password_secret + or "key" not in self.redis_password_secret + ): + raise ValueError( + "redis_password_secret must contain both 'name' and 'key' fields" + ) + self._validate_types() self._memory_to_resource() self._memory_to_string() @@ -283,10 +316,13 @@ def check_type(value, expected_type): else: return True if origin_type is dict: - return all( - check_type(k, args[0]) and check_type(v, args[1]) - for k, v in value.items() - ) + if value is not None: + return all( + check_type(k, args[0]) and check_type(v, args[1]) + for k, v in value.items() + ) + else: + return True if origin_type is tuple: return all(check_type(elem, etype) for elem, etype in zip(value, args)) if expected_type is int: From e46ee4c71b1c7c9ad92d21a3317dd61eb40994ec Mon Sep 17 00:00:00 2001 From: kramaranya Date: Thu, 24 Apr 2025 15:17:59 +0100 Subject: [PATCH 36/73] test: add unit tests for gcs fault tolerance Signed-off-by: kramaranya --- .../ray/cluster/test_build_ray_cluster.py | 45 +++++++++++++++- src/codeflare_sdk/ray/cluster/test_config.py | 51 +++++++++++++++++++ 2 files changed, 95 insertions(+), 1 deletion(-) diff --git a/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py index 42e1e157..6d322b5f 100644 --- a/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py @@ -13,8 +13,9 @@ # limitations under the License. from collections import namedtuple import sys -from .build_ray_cluster import gen_names, update_image +from .build_ray_cluster import gen_names, update_image, build_ray_cluster import uuid +from codeflare_sdk.ray.cluster.cluster import ClusterConfiguration, Cluster def test_gen_names_with_name(mocker): @@ -64,3 +65,45 @@ def test_update_image_without_supported_python_version(mocker): # Assert that no image was set since the Python version is not supported assert image is None + + +def test_build_ray_cluster_with_gcs_ft(mocker): + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch("kubernetes.client.CustomObjectsApi.list_namespaced_custom_object") + + cluster = Cluster( + ClusterConfiguration( + name="test", + namespace="ns", + enable_gcs_ft=True, + redis_address="redis:6379", + redis_password_secret={"name": "redis-password-secret", "key": "password"}, + external_storage_namespace="new-ns", + ) + ) + + mocker.patch("codeflare_sdk.ray.cluster.build_ray_cluster.config_check") + mocker.patch( + "codeflare_sdk.ray.cluster.build_ray_cluster.get_api_client", return_value=None + ) + mocker.patch( + "codeflare_sdk.ray.cluster.build_ray_cluster.update_image", return_value=None + ) + + resource = build_ray_cluster(cluster) + + assert "spec" in resource + assert "gcsFaultToleranceOptions" in resource["spec"] + + gcs_ft_options = resource["spec"]["gcsFaultToleranceOptions"] + + assert gcs_ft_options["redisAddress"] == "redis:6379" + assert gcs_ft_options["externalStorageNamespace"] == "new-ns" + assert ( + gcs_ft_options["redisPassword"]["valueFrom"]["secretKeyRef"]["name"] + == "redis-password-secret" + ) + assert ( + gcs_ft_options["redisPassword"]["valueFrom"]["secretKeyRef"]["key"] + == "password" + ) diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 34cc4237..e6bcb8ba 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -153,6 +153,57 @@ def test_cluster_config_deprecation_conversion(mocker): assert config.worker_cpu_limits == 2 +def test_gcs_fault_tolerance_config_validation(): + config = ClusterConfiguration( + name="test", + namespace="ns", + enable_gcs_ft=True, + redis_address="redis:6379", + redis_password_secret={"name": "redis-password-secret", "key": "password"}, + external_storage_namespace="new-ns", + ) + + assert config.enable_gcs_ft is True + assert config.redis_address == "redis:6379" + assert config.redis_password_secret == { + "name": "redis-password-secret", + "key": "password", + } + assert config.external_storage_namespace == "new-ns" + + try: + ClusterConfiguration(name="test", namespace="ns", enable_gcs_ft=True) + except ValueError as e: + assert str(e) in "redis_address must be provided when enable_gcs_ft is True" + + try: + ClusterConfiguration( + name="test", + namespace="ns", + enable_gcs_ft=True, + redis_address="redis:6379", + redis_password_secret={"secret"}, + ) + except ValueError as e: + assert ( + str(e) + in "redis_password_secret must be a dictionary with 'name' and 'key' fields" + ) + + try: + ClusterConfiguration( + name="test", + namespace="ns", + enable_gcs_ft=True, + redis_address="redis:6379", + redis_password_secret={"wrong": "format"}, + ) + except ValueError as e: + assert ( + str(e) in "redis_password_secret must contain both 'name' and 'key' fields" + ) + + # Make sure to always keep this function last def test_cleanup(): os.remove(f"{aw_dir}test-all-params.yaml") From 340f97312e756ce3964c131e046e61f0d36139ed Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Thu, 6 Mar 2025 13:40:26 +0000 Subject: [PATCH 37/73] fix(RHOAIENG-20531): propagate annotations to ray pods Signed-off-by: Pat O'Connor --- .../common/utils/unit_test_support.py | 5 ++++- .../ray/cluster/build_ray_cluster.py | 19 +++++++++++++------ src/codeflare_sdk/ray/cluster/test_config.py | 2 ++ .../appwrapper/unit-test-all-params.yaml | 10 ++++++++++ .../ray/unit-test-all-params.yaml | 10 ++++++++++ 5 files changed, 39 insertions(+), 7 deletions(-) diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 53fbc696..79c7bf01 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -496,7 +496,10 @@ def create_cluster_all_config_params(mocker, cluster_name, is_appwrapper) -> Clu extended_resource_mapping={"example.com/gpu": "GPU", "intel.com/gpu": "TPU"}, overwrite_default_resource_mapping=True, local_queue="local-queue-default", - annotations={"key1": "value1", "key2": "value2"}, + annotations={ + "key1": "value1", + "key2": "value2", + }, volumes=volumes, volume_mounts=volume_mounts, ) diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 9c626200..317091a8 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -138,13 +138,16 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): "num-gpus": str(head_gpu_count), "resources": head_resources, }, - "template": { - "spec": get_pod_spec( + "template": V1PodTemplateSpec( + metadata=V1ObjectMeta(cluster.config.annotations) + if cluster.config.annotations + else None, + spec=get_pod_spec( cluster, [get_head_container_spec(cluster)], cluster.config.head_tolerations, - ) - }, + ), + ), }, "workerGroupSpecs": [ { @@ -158,11 +161,14 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): "resources": worker_resources, }, "template": V1PodTemplateSpec( + metadata=V1ObjectMeta(cluster.config.annotations) + if cluster.config.annotations + else None, spec=get_pod_spec( cluster, [get_worker_container_spec(cluster)], cluster.config.worker_tolerations, - ) + ), ), } ], @@ -215,7 +221,7 @@ def build_ray_cluster(cluster: "codeflare_sdk.ray.cluster.Cluster"): # Metadata related functions def get_metadata(cluster: "codeflare_sdk.ray.cluster.Cluster"): """ - The get_metadata() function builds and returns a V1ObjectMeta Object using cluster configurtation parameters + The get_metadata() function builds and returns a V1ObjectMeta Object using cluster configuration parameters """ object_meta = V1ObjectMeta( name=cluster.config.name, @@ -227,6 +233,7 @@ def get_metadata(cluster: "codeflare_sdk.ray.cluster.Cluster"): annotations = with_nb_annotations(cluster.config.annotations) if annotations != {}: object_meta.annotations = annotations # As annotations are not a guarantee they are appended to the metadata after creation. + return object_meta diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index e6bcb8ba..6007f60b 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -41,6 +41,7 @@ def test_default_cluster_creation(mocker): f"{expected_clusters_dir}/ray/default-ray-cluster.yaml", get_template_variables(), ) + assert cluster.resource_yaml == expected_rc @@ -114,6 +115,7 @@ def test_config_creation_all_parameters(mocker): @pytest.mark.filterwarnings("ignore::UserWarning") def test_all_config_params_aw(mocker): create_cluster_all_config_params(mocker, "aw-all-params", True) + assert filecmp.cmp( f"{aw_dir}aw-all-params.yaml", f"{expected_clusters_dir}/appwrapper/unit-test-all-params.yaml", diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index 825318a0..f1b75410 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -42,6 +42,11 @@ spec: resources: '"{\"TPU\": 2}"' serviceType: ClusterIP template: + metadata: + annotations: + app.kubernetes.io/managed-by: test-prefix + key1: value1 + key2: value2 spec: containers: - env: @@ -142,6 +147,11 @@ spec: resources: '"{}"' replicas: 10 template: + metadata: + annotations: + app.kubernetes.io/managed-by: test-prefix + key1: value1 + key2: value2 spec: containers: - env: diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index 16a703b8..d5d8059d 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -33,6 +33,11 @@ spec: resources: '"{\"TPU\": 2}"' serviceType: ClusterIP template: + metadata: + annotations: + app.kubernetes.io/managed-by: test-prefix + key1: value1 + key2: value2 spec: containers: - env: @@ -133,6 +138,11 @@ spec: resources: '"{}"' replicas: 10 template: + metadata: + annotations: + app.kubernetes.io/managed-by: test-prefix + key1: value1 + key2: value2 spec: containers: - env: From 028d0d5511246a5ddd586b5d1cc2950288c3ca20 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Tue, 13 May 2025 16:03:30 +0100 Subject: [PATCH 38/73] fix: fix broken utils directory for constants.py --- src/{ => codeflare_sdk/common}/utils/constants.py | 0 src/codeflare_sdk/ray/cluster/build_ray_cluster.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) rename src/{ => codeflare_sdk/common}/utils/constants.py (100%) diff --git a/src/utils/constants.py b/src/codeflare_sdk/common/utils/constants.py similarity index 100% rename from src/utils/constants.py rename to src/codeflare_sdk/common/utils/constants.py diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 317091a8..2a3436b2 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -20,7 +20,7 @@ from ...common import _kube_api_error_handling from ...common.kubernetes_cluster import get_api_client, config_check from kubernetes.client.exceptions import ApiException -from utils.constants import RAY_VERSION +from ...common.utils.constants import RAY_VERSION import codeflare_sdk import os From 93e9890da1ce8e6fabab16924458546acfdd1ce1 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Tue, 20 May 2025 09:21:43 +0100 Subject: [PATCH 39/73] fix: port forward for local interactive tests --- .github/workflows/e2e_tests.yaml | 8 ++- tests/e2e/local_interactive_sdk_kind_test.py | 59 +++++++++++++++----- tests/e2e/support.py | 2 - 3 files changed, 52 insertions(+), 17 deletions(-) diff --git a/.github/workflows/e2e_tests.yaml b/.github/workflows/e2e_tests.yaml index fca6d6e7..cb6d4b8d 100644 --- a/.github/workflows/e2e_tests.yaml +++ b/.github/workflows/e2e_tests.yaml @@ -104,8 +104,12 @@ jobs: kubectl create clusterrolebinding sdk-user-localqueue-creator --clusterrole=localqueue-creator --user=sdk-user kubectl create clusterrole list-secrets --verb=get,list --resource=secrets kubectl create clusterrolebinding sdk-user-list-secrets --clusterrole=list-secrets --user=sdk-user - kubectl create clusterrole pod-creator --verb=get,list --resource=pods + kubectl create clusterrole pod-creator --verb=get,list,watch --resource=pods kubectl create clusterrolebinding sdk-user-pod-creator --clusterrole=pod-creator --user=sdk-user + kubectl create clusterrole service-reader --verb=get,list,watch --resource=services + kubectl create clusterrolebinding sdk-user-service-reader --clusterrole=service-reader --user=sdk-user + kubectl create clusterrole port-forward-pods --verb=create --resource=pods/portforward + kubectl create clusterrolebinding sdk-user-port-forward-pods-binding --clusterrole=port-forward-pods --user=sdk-user kubectl config use-context sdk-user - name: Run e2e tests @@ -117,7 +121,7 @@ jobs: pip install poetry poetry install --with test,docs echo "Running e2e tests..." - poetry run pytest -v -s ./tests/e2e -m 'kind and nvidia_gpu' > ${CODEFLARE_TEST_OUTPUT_DIR}/pytest_output.log 2>&1 + poetry run pytest -v -s --log-cli-level=INFO ./tests/e2e/local_interactive_sdk_kind_test.py::TestRayLocalInteractiveKind::test_local_interactives_nvidia_gpu > ${CODEFLARE_TEST_OUTPUT_DIR}/pytest_output.log 2>&1 env: GRPC_DNS_RESOLVER: "native" diff --git a/tests/e2e/local_interactive_sdk_kind_test.py b/tests/e2e/local_interactive_sdk_kind_test.py index c20fd879..eb5066db 100644 --- a/tests/e2e/local_interactive_sdk_kind_test.py +++ b/tests/e2e/local_interactive_sdk_kind_test.py @@ -1,23 +1,31 @@ from codeflare_sdk import ( Cluster, ClusterConfiguration, - TokenAuthentication, generate_cert, ) import pytest import ray import math +import subprocess from support import * @pytest.mark.kind -class TestRayLocalInteractiveOauth: +class TestRayLocalInteractiveKind: def setup_method(self): initialize_kubernetes_client(self) + self.port_forward_process = None + + def cleanup_port_forward(self): + if self.port_forward_process: + self.port_forward_process.terminate() + self.port_forward_process.wait(timeout=10) + self.port_forward_process = None def teardown_method(self): + self.cleanup_port_forward() delete_namespace(self) delete_kueue_resources(self) @@ -39,6 +47,8 @@ def run_local_interactives( ): cluster_name = "test-ray-cluster-li" + ray.shutdown() + cluster = Cluster( ClusterConfiguration( name=cluster_name, @@ -49,25 +59,24 @@ def run_local_interactives( head_memory_requests=2, head_memory_limits=2, worker_cpu_requests="500m", - worker_cpu_limits=1, + worker_cpu_limits="500m", worker_memory_requests=1, worker_memory_limits=4, worker_extended_resource_requests={gpu_resource_name: number_of_gpus}, - write_to_file=True, verify_tls=False, ) ) + cluster.up() + cluster.wait_ready() + cluster.status() generate_cert.generate_tls_cert(cluster_name, self.namespace) generate_cert.export_env(cluster_name, self.namespace) print(cluster.local_client_url()) - ray.shutdown() - ray.init(address=cluster.local_client_url(), logging_level="DEBUG") - @ray.remote(num_gpus=number_of_gpus / 2) def heavy_calculation_part(num_iterations): result = 0.0 @@ -84,10 +93,34 @@ def heavy_calculation(num_iterations): ) return sum(results) - ref = heavy_calculation.remote(3000) - result = ray.get(ref) - assert result == 1789.4644387076714 - ray.cancel(ref) - ray.shutdown() + # Attempt to port forward + try: + local_port = "20001" + ray_client_port = "10001" + + port_forward_cmd = [ + "kubectl", + "port-forward", + "-n", + self.namespace, + f"svc/{cluster_name}-head-svc", + f"{local_port}:{ray_client_port}", + ] + self.port_forward_process = subprocess.Popen( + port_forward_cmd, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL + ) + + client_url = f"ray://localhost:{local_port}" + cluster.status() + + ray.init(address=client_url, logging_level="INFO") + + ref = heavy_calculation.remote(3000) + result = ray.get(ref) + assert result == 1789.4644387076714 + ray.cancel(ref) + ray.shutdown() - cluster.down() + cluster.down() + finally: + self.cleanup_port_forward() diff --git a/tests/e2e/support.py b/tests/e2e/support.py index d7bee805..46dd4e70 100644 --- a/tests/e2e/support.py +++ b/tests/e2e/support.py @@ -1,11 +1,9 @@ -import json import os import random import string import subprocess from codeflare_sdk import get_cluster from kubernetes import client, config -import kubernetes.client from codeflare_sdk.common.kubernetes_cluster.kube_api_helpers import ( _kube_api_error_handling, ) From 78ec732c49772edaf7544b6171b23aa07e89e9c3 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Tue, 3 Jun 2025 16:27:18 +0100 Subject: [PATCH 40/73] fix: run all E2Es --- .github/workflows/e2e_tests.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/e2e_tests.yaml b/.github/workflows/e2e_tests.yaml index cb6d4b8d..fc80af56 100644 --- a/.github/workflows/e2e_tests.yaml +++ b/.github/workflows/e2e_tests.yaml @@ -121,7 +121,7 @@ jobs: pip install poetry poetry install --with test,docs echo "Running e2e tests..." - poetry run pytest -v -s --log-cli-level=INFO ./tests/e2e/local_interactive_sdk_kind_test.py::TestRayLocalInteractiveKind::test_local_interactives_nvidia_gpu > ${CODEFLARE_TEST_OUTPUT_DIR}/pytest_output.log 2>&1 + poetry run pytest -v -s ./tests/e2e -m 'kind and nvidia_gpu' > ${CODEFLARE_TEST_OUTPUT_DIR}/pytest_output.log 2>&1 env: GRPC_DNS_RESOLVER: "native" From b6af6f53abb879bdc594fa5cdc8de5ccd24533b2 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Thu, 15 May 2025 17:51:03 +0100 Subject: [PATCH 41/73] feat(RHOAIENG-25241): disable ray usage metrics by default --- .../user-docs/cluster-configuration.rst | 15 ++++++ src/codeflare_sdk/ray/cluster/config.py | 4 ++ src/codeflare_sdk/ray/cluster/test_cluster.py | 18 ++++--- src/codeflare_sdk/ray/cluster/test_config.py | 47 ++++++++++++++++++- .../appwrapper/unit-test-all-params.yaml | 4 ++ tests/test_cluster_yamls/kueue/aw_kueue.yaml | 6 +++ .../kueue/ray_cluster_kueue.yaml | 6 +++ .../ray/default-appwrapper.yaml | 6 +++ .../ray/default-ray-cluster.yaml | 6 +++ .../ray/unit-test-all-params.yaml | 4 ++ 10 files changed, 105 insertions(+), 11 deletions(-) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index 7ca871e7..0dc54930 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -44,6 +44,21 @@ requirements for creating the Ray Cluster. documentation on building a custom image `here `__. +Ray Usage Statistics +------------------- + +By default, Ray usage statistics collection is disabled in CodeFlare SDK clusters. This stops statistics from being sent to AnyScale. If you want to enable usage statistics collection, you can set the ``RAY_USAGE_STATS_ENABLED`` environment variable to ``1`` in your cluster configuration: + +.. code:: python + + from codeflare_sdk import Cluster, ClusterConfiguration + + cluster = Cluster(ClusterConfiguration( + name='ray-example', + namespace='default', + envs={'RAY_USAGE_STATS_ENABLED': '1'} # Enable usage statistics + )) + The ``labels={"exampleLabel": "example"}`` parameter can be used to apply additional labels to the RayCluster resource. diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index 4f646baa..8ea97d55 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -161,6 +161,10 @@ def __post_init__(self): "Warning: TLS verification has been disabled - Endpoint checks will be bypassed" ) + # Set default environment variable to disable Ray usage stats if not already set + if "RAY_USAGE_STATS_ENABLED" not in self.envs: + self.envs["RAY_USAGE_STATS_ENABLED"] = "0" + if self.enable_gcs_ft: if not self.redis_address: raise ValueError( diff --git a/src/codeflare_sdk/ray/cluster/test_cluster.py b/src/codeflare_sdk/ray/cluster/test_cluster.py index 298c416e..ce684607 100644 --- a/src/codeflare_sdk/ray/cluster/test_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_cluster.py @@ -465,11 +465,10 @@ def test_get_cluster_no_appwrapper(mocker): return_value=expected_rc, ) get_cluster("test-all-params", "ns", write_to_file=True) - assert filecmp.cmp( - f"{aw_dir}test-all-params.yaml", - f"{expected_clusters_dir}/ray/unit-test-all-params.yaml", - shallow=True, - ) + + with open(f"{aw_dir}test-all-params.yaml") as f: + generated_rc = yaml.load(f, Loader=yaml.FullLoader) + assert generated_rc == expected_rc def test_get_cluster_with_appwrapper(mocker): @@ -487,11 +486,10 @@ def test_get_cluster_with_appwrapper(mocker): return_value=expected_aw, ) get_cluster("aw-all-params", "ns", write_to_file=True) - assert filecmp.cmp( - f"{aw_dir}aw-all-params.yaml", - f"{expected_clusters_dir}/appwrapper/unit-test-all-params.yaml", - shallow=True, - ) + + with open(f"{aw_dir}aw-all-params.yaml") as f: + generated_aw = yaml.load(f, Loader=yaml.FullLoader) + assert generated_aw == expected_aw def test_wait_ready(mocker, capsys): diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 6007f60b..6c990c19 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -24,6 +24,7 @@ import filecmp import pytest import os +import yaml parent = Path(__file__).resolve().parents[4] # project directory expected_clusters_dir = f"{parent}/tests/test_cluster_yamls" @@ -85,7 +86,11 @@ def test_config_creation_all_parameters(mocker): assert cluster.config.worker_memory_requests == "12G" assert cluster.config.worker_memory_limits == "16G" assert cluster.config.appwrapper == False - assert cluster.config.envs == {"key1": "value1", "key2": "value2"} + assert cluster.config.envs == { + "key1": "value1", + "key2": "value2", + "RAY_USAGE_STATS_ENABLED": "0", + } assert cluster.config.image == "example/ray:tag" assert cluster.config.image_pull_secrets == ["secret1", "secret2"] assert cluster.config.write_to_file == True @@ -206,6 +211,46 @@ def test_gcs_fault_tolerance_config_validation(): ) +def test_ray_usage_stats_default(mocker): + mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("kubernetes.client.CustomObjectsApi.list_namespaced_custom_object") + + cluster = Cluster( + ClusterConfiguration(name="default-usage-stats-cluster", namespace="ns") + ) + + # Verify that usage stats are disabled by default + assert cluster.config.envs["RAY_USAGE_STATS_ENABLED"] == "0" + + # Check that the environment variable is set in the YAML + head_container = cluster.resource_yaml["spec"]["headGroupSpec"]["template"]["spec"][ + "containers" + ][0] + env_vars = {env["name"]: env["value"] for env in head_container["env"]} + assert env_vars["RAY_USAGE_STATS_ENABLED"] == "0" + + +def test_ray_usage_stats_enabled(mocker): + mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("kubernetes.client.CustomObjectsApi.list_namespaced_custom_object") + + cluster = Cluster( + ClusterConfiguration( + name="usage-stats-enabled-cluster", + namespace="ns", + envs={"RAY_USAGE_STATS_ENABLED": "1"}, + ) + ) + + assert cluster.config.envs["RAY_USAGE_STATS_ENABLED"] == "1" + + head_container = cluster.resource_yaml["spec"]["headGroupSpec"]["template"]["spec"][ + "containers" + ][0] + env_vars = {env["name"]: env["value"] for env in head_container["env"]} + assert env_vars["RAY_USAGE_STATS_ENABLED"] == "1" + + # Make sure to always keep this function last def test_cleanup(): os.remove(f"{aw_dir}test-all-params.yaml") diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index f1b75410..af5acbad 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -54,6 +54,8 @@ spec: value: value1 - name: key2 value: value2 + - name: RAY_USAGE_STATS_ENABLED + value: '0' image: example/ray:tag imagePullPolicy: Always lifecycle: @@ -159,6 +161,8 @@ spec: value: value1 - name: key2 value: value2 + - name: RAY_USAGE_STATS_ENABLED + value: '0' image: example/ray:tag imagePullPolicy: Always lifecycle: diff --git a/tests/test_cluster_yamls/kueue/aw_kueue.yaml b/tests/test_cluster_yamls/kueue/aw_kueue.yaml index fd78f070..7101f6a8 100644 --- a/tests/test_cluster_yamls/kueue/aw_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/aw_kueue.yaml @@ -75,6 +75,9 @@ spec: - mountPath: /etc/ssl/certs/odh-ca-bundle.crt name: odh-ca-cert subPath: odh-ca-bundle.crt + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' volumes: - configMap: items: @@ -133,6 +136,9 @@ spec: - mountPath: /etc/ssl/certs/odh-ca-bundle.crt name: odh-ca-cert subPath: odh-ca-bundle.crt + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' volumes: - configMap: items: diff --git a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml index a6dd81d7..f8b3aa46 100644 --- a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml @@ -75,6 +75,9 @@ spec: - mountPath: /etc/ssl/certs/odh-ca-bundle.crt name: odh-ca-cert subPath: odh-ca-bundle.crt + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' volumes: - configMap: items: @@ -133,6 +136,9 @@ spec: - mountPath: /etc/ssl/certs/odh-ca-bundle.crt name: odh-ca-cert subPath: odh-ca-bundle.crt + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' volumes: - configMap: items: diff --git a/tests/test_cluster_yamls/ray/default-appwrapper.yaml b/tests/test_cluster_yamls/ray/default-appwrapper.yaml index 6d1cdcd5..1532c0e8 100644 --- a/tests/test_cluster_yamls/ray/default-appwrapper.yaml +++ b/tests/test_cluster_yamls/ray/default-appwrapper.yaml @@ -53,6 +53,9 @@ spec: name: dashboard - containerPort: 10001 name: client + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' resources: limits: cpu: 2 @@ -111,6 +114,9 @@ spec: - -c - ray stop name: machine-learning + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' resources: limits: cpu: 1 diff --git a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml index 38e02f8f..db401026 100644 --- a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml +++ b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml @@ -45,6 +45,9 @@ spec: name: dashboard - containerPort: 10001 name: client + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' resources: limits: cpu: 2 @@ -110,6 +113,9 @@ spec: requests: cpu: 1 memory: 2G + env: + - name: RAY_USAGE_STATS_ENABLED + value: '0' volumeMounts: - mountPath: /etc/pki/tls/certs/odh-trusted-ca-bundle.crt name: odh-trusted-ca-cert diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index d5d8059d..6900b058 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -45,6 +45,8 @@ spec: value: value1 - name: key2 value: value2 + - name: RAY_USAGE_STATS_ENABLED + value: '0' image: example/ray:tag imagePullPolicy: Always lifecycle: @@ -150,6 +152,8 @@ spec: value: value1 - name: key2 value: value2 + - name: RAY_USAGE_STATS_ENABLED + value: '0' image: example/ray:tag imagePullPolicy: Always lifecycle: From 68d1f6cc968c33f85d04fff45bd27a49fda757a8 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Wed, 28 May 2025 11:27:03 +0100 Subject: [PATCH 42/73] feat: change usage stats enablement to cluster config param --- docs/sphinx/user-docs/cluster-configuration.rst | 6 ++++-- src/codeflare_sdk/ray/cluster/config.py | 8 ++++++-- src/codeflare_sdk/ray/cluster/test_config.py | 2 +- 3 files changed, 11 insertions(+), 5 deletions(-) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index 0dc54930..dee5359d 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -47,7 +47,7 @@ requirements for creating the Ray Cluster. Ray Usage Statistics ------------------- -By default, Ray usage statistics collection is disabled in CodeFlare SDK clusters. This stops statistics from being sent to AnyScale. If you want to enable usage statistics collection, you can set the ``RAY_USAGE_STATS_ENABLED`` environment variable to ``1`` in your cluster configuration: +By default, Ray usage statistics collection is **disabled** in Ray Clusters created with the Codeflare SDK. This prevents statistics from being captured and sent externally. If you want to enable usage statistics collection, you can simply set the ``enable_usage_stats`` parameter to ``True`` in your cluster configuration: .. code:: python @@ -56,9 +56,11 @@ By default, Ray usage statistics collection is disabled in CodeFlare SDK cluster cluster = Cluster(ClusterConfiguration( name='ray-example', namespace='default', - envs={'RAY_USAGE_STATS_ENABLED': '1'} # Enable usage statistics + enable_usage_stats=True )) +This will automatically set the ``RAY_USAGE_STATS_ENABLED`` environment variable to ``1`` for all Ray pods in the cluster. If you do not set this parameter, usage statistics will remain disabled (``RAY_USAGE_STATS_ENABLED=0``). + The ``labels={"exampleLabel": "example"}`` parameter can be used to apply additional labels to the RayCluster resource. diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index 8ea97d55..36fdbbc7 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -102,6 +102,8 @@ class ClusterConfiguration: A list of V1VolumeMount objects to add to the Cluster enable_gcs_ft: A boolean indicating whether to enable GCS fault tolerance. + enable_usage_stats: + A boolean indicating whether to capture and send Ray usage stats externally. redis_address: The address of the Redis server to use for GCS fault tolerance, required when enable_gcs_ft is True. redis_password_secret: @@ -151,6 +153,7 @@ class ClusterConfiguration: volumes: list[V1Volume] = field(default_factory=list) volume_mounts: list[V1VolumeMount] = field(default_factory=list) enable_gcs_ft: bool = False + enable_usage_stats: bool = False redis_address: Optional[str] = None redis_password_secret: Optional[Dict[str, str]] = None external_storage_namespace: Optional[str] = None @@ -161,8 +164,9 @@ def __post_init__(self): "Warning: TLS verification has been disabled - Endpoint checks will be bypassed" ) - # Set default environment variable to disable Ray usage stats if not already set - if "RAY_USAGE_STATS_ENABLED" not in self.envs: + if self.enable_usage_stats: + self.envs["RAY_USAGE_STATS_ENABLED"] = "1" + else: self.envs["RAY_USAGE_STATS_ENABLED"] = "0" if self.enable_gcs_ft: diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 6c990c19..6e8b2669 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -238,7 +238,7 @@ def test_ray_usage_stats_enabled(mocker): ClusterConfiguration( name="usage-stats-enabled-cluster", namespace="ns", - envs={"RAY_USAGE_STATS_ENABLED": "1"}, + enable_usage_stats=True, ) ) From 5c2495d37f9a607f18c1dec88de10ce56a510292 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Tue, 10 Jun 2025 15:08:19 +0100 Subject: [PATCH 43/73] feat: add comment about tearing down ray clusters to cluster.apply() --- src/codeflare_sdk/ray/cluster/cluster.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/src/codeflare_sdk/ray/cluster/cluster.py b/src/codeflare_sdk/ray/cluster/cluster.py index b42efd87..d03d78d8 100644 --- a/src/codeflare_sdk/ray/cluster/cluster.py +++ b/src/codeflare_sdk/ray/cluster/cluster.py @@ -219,7 +219,7 @@ def apply(self, force=False): force_conflicts=force, ) print( - f"AppWrapper: '{name}' configuration has successfully been applied" + f"AppWrapper: '{name}' configuration has successfully been applied. For optimal resource management, you should delete this Ray Cluster when no longer in use." ) else: api_version = "ray.io/v1" @@ -227,7 +227,9 @@ def apply(self, force=False): self._component_resources_apply( namespace=namespace, api_instance=api_instance ) - print(f"Ray Cluster: '{name}' has successfully been applied") + print( + f"Ray Cluster: '{name}' has successfully been applied. For optimal resource management, you should delete this Ray Cluster when no longer in use." + ) except AttributeError as e: raise RuntimeError(f"Failed to initialize DynamicClient: {e}") except Exception as e: # pragma: no cover From cb7051093b9834cedddec76da1b5436de78da7a5 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Tue, 10 Jun 2025 10:23:03 +0100 Subject: [PATCH 44/73] task(RHOAIENG-26192): Removed dep fields head_gpus + num_gpus Signed-off-by: Pat O'Connor --- .../user-docs/cluster-configuration.rst | 4 --- src/codeflare_sdk/ray/cluster/config.py | 27 ------------------- src/codeflare_sdk/ray/cluster/test_config.py | 4 --- 3 files changed, 35 deletions(-) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index dee5359d..f9749f59 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -180,7 +180,3 @@ deprecated. - ``worker_memory_requests`` * - ``max_memory`` - ``worker_memory_limits`` - * - ``head_gpus`` - - ``head_extended_resource_requests`` - * - ``num_gpus`` - - ``worker_extended_resource_requests`` diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index 36fdbbc7..bce54c32 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -54,8 +54,6 @@ class ClusterConfiguration: The number of CPUs to allocate to the head node. head_memory: The amount of memory to allocate to the head node. - head_gpus: - The number of GPUs to allocate to the head node. (Deprecated, use head_extended_resource_requests) head_extended_resource_requests: A dictionary of extended resource requests for the head node. ex: {"nvidia.com/gpu": 1} head_tolerations: @@ -70,8 +68,6 @@ class ClusterConfiguration: The minimum amount of memory to allocate to each worker. max_memory: The maximum amount of memory to allocate to each worker. - num_gpus: - The number of GPUs to allocate to each worker. (Deprecated, use worker_extended_resource_requests) worker_tolerations: List of tolerations for worker nodes. appwrapper: @@ -120,7 +116,6 @@ class ClusterConfiguration: head_memory_requests: Union[int, str] = 8 head_memory_limits: Union[int, str] = 8 head_memory: Optional[Union[int, str]] = None # Deprecating - head_gpus: Optional[int] = None # Deprecating head_extended_resource_requests: Dict[str, Union[str, int]] = field( default_factory=dict ) @@ -134,7 +129,6 @@ class ClusterConfiguration: worker_memory_limits: Union[int, str] = 2 min_memory: Optional[Union[int, str]] = None # Deprecating max_memory: Optional[Union[int, str]] = None # Deprecating - num_gpus: Optional[int] = None # Deprecating worker_tolerations: Optional[List[V1Toleration]] = None appwrapper: bool = False envs: Dict[str, str] = field(default_factory=dict) @@ -195,7 +189,6 @@ def __post_init__(self): self._memory_to_string() self._str_mem_no_unit_add_GB() self._cpu_to_resource() - self._gpu_to_resource() self._combine_extended_resource_mapping() self._validate_extended_resource_requests(self.head_extended_resource_requests) self._validate_extended_resource_requests( @@ -227,26 +220,6 @@ def _validate_extended_resource_requests(self, extended_resources: Dict[str, int f"extended resource '{k}' not found in extended_resource_mapping, available resources are {list(self.extended_resource_mapping.keys())}, to add more supported resources use extended_resource_mapping. i.e. extended_resource_mapping = {{'{k}': 'FOO_BAR'}}" ) - def _gpu_to_resource(self): - if self.head_gpus: - warnings.warn( - f"head_gpus is being deprecated, replacing with head_extended_resource_requests['nvidia.com/gpu'] = {self.head_gpus}" - ) - if "nvidia.com/gpu" in self.head_extended_resource_requests: - raise ValueError( - "nvidia.com/gpu already exists in head_extended_resource_requests" - ) - self.head_extended_resource_requests["nvidia.com/gpu"] = self.head_gpus - if self.num_gpus: - warnings.warn( - f"num_gpus is being deprecated, replacing with worker_extended_resource_requests['nvidia.com/gpu'] = {self.num_gpus}" - ) - if "nvidia.com/gpu" in self.worker_extended_resource_requests: - raise ValueError( - "nvidia.com/gpu already exists in worker_extended_resource_requests" - ) - self.worker_extended_resource_requests["nvidia.com/gpu"] = self.num_gpus - def _str_mem_no_unit_add_GB(self): if isinstance(self.head_memory, str) and self.head_memory.isdecimal(): self.head_memory = f"{self.head_memory}G" diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 6e8b2669..23da97c3 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -139,8 +139,6 @@ def test_config_creation_wrong_type(): def test_cluster_config_deprecation_conversion(mocker): config = ClusterConfiguration( name="test", - num_gpus=2, - head_gpus=1, head_cpus=3, head_memory=16, min_memory=3, @@ -152,8 +150,6 @@ def test_cluster_config_deprecation_conversion(mocker): assert config.head_cpu_limits == 3 assert config.head_memory_requests == "16G" assert config.head_memory_limits == "16G" - assert config.worker_extended_resource_requests == {"nvidia.com/gpu": 2} - assert config.head_extended_resource_requests == {"nvidia.com/gpu": 1} assert config.worker_memory_requests == "3G" assert config.worker_memory_limits == "4G" assert config.worker_cpu_requests == 1 From c9f7313bdd3fcc66bc263ca89f892ebe81c5cef9 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 10 Jun 2025 14:51:58 +0000 Subject: [PATCH 45/73] Updated coverage.svg --- coverage.svg | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/coverage.svg b/coverage.svg index a8c7e72a..59d64b37 100644 --- a/coverage.svg +++ b/coverage.svg @@ -15,7 +15,7 @@ coverage coverage - 92% - 92% + 93% + 93% From e967fb71c157dbeb0b3dae3d31a67bc4675e19e1 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Wed, 28 May 2025 08:54:58 +0100 Subject: [PATCH 46/73] fix(RHOAIENG-25120): remove kueue as mandatory in RayCluster Signed-off-by: Pat O'Connor --- .../ray/cluster/build_ray_cluster.py | 4 +++- src/codeflare_sdk/ray/cluster/cluster.py | 16 ++++++++++++++++ 2 files changed, 19 insertions(+), 1 deletion(-) diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 2a3436b2..89c51324 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -488,9 +488,11 @@ def add_queue_label(cluster: "codeflare_sdk.ray.cluster.Cluster", labels: dict): if lq_name == None: return elif not local_queue_exists(cluster): - raise ValueError( + # ValueError removed to pass validation to validating admission policy + print( "local_queue provided does not exist or is not in this namespace. Please provide the correct local_queue name in Cluster Configuration" ) + return labels.update({"kueue.x-k8s.io/queue-name": lq_name}) diff --git a/src/codeflare_sdk/ray/cluster/cluster.py b/src/codeflare_sdk/ray/cluster/cluster.py index d03d78d8..86ed7c4d 100644 --- a/src/codeflare_sdk/ray/cluster/cluster.py +++ b/src/codeflare_sdk/ray/cluster/cluster.py @@ -183,6 +183,14 @@ def up(self): f"Ray Cluster: '{self.config.name}' has successfully been created" ) except Exception as e: # pragma: no cover + if e.status == 422: + print( + "WARNING: RayCluster creation rejected due to invalid Kueue configuration. Please contact your administrator." + ) + else: + print( + "WARNING: Failed to create RayCluster due to unexpected error. Please contact your administrator." + ) return _kube_api_error_handling(e) # Applies a new cluster with the provided or default spec @@ -233,6 +241,14 @@ def apply(self, force=False): except AttributeError as e: raise RuntimeError(f"Failed to initialize DynamicClient: {e}") except Exception as e: # pragma: no cover + if e.status == 422: + print( + "WARNING: RayCluster creation rejected due to invalid Kueue configuration. Please contact your administrator." + ) + else: + print( + "WARNING: Failed to create RayCluster due to unexpected error. Please contact your administrator." + ) return _kube_api_error_handling(e) def _throw_for_no_raycluster(self): From 62f8a9a090ce289b487d823cc525d6f43d600843 Mon Sep 17 00:00:00 2001 From: Pawel Paszki Date: Wed, 11 Jun 2025 09:13:38 +0100 Subject: [PATCH 47/73] conf: Update Ray to v2.46.0 and update Runtime Image refs (#836) * conf: Update Ray to v2.46.0 and update Runtime Image refs * test: unify kind cluster config --- .../additional-demos/local_interactive.ipynb | 2 +- .../additional-demos/ray_job_client.ipynb | 2 +- demo-notebooks/guided-demos/0_basic_ray.ipynb | 2 +- .../guided-demos/1_cluster_job_client.ipynb | 2 +- .../guided-demos/2_basic_interactive.ipynb | 2 +- .../guided-demos/3_widget_example.ipynb | 2 +- .../notebook-ex-outputs/0_basic_ray.ipynb | 2 +- .../1_cluster_job_client.ipynb | 2 +- .../2_basic_interactive.ipynb | 2 +- .../notebook-ex-outputs/interactivetest.yaml | 4 +- .../notebook-ex-outputs/jobtest.yaml | 4 +- .../notebook-ex-outputs/raytest.yaml | 4 +- .../preview_nbs/0_basic_ray.ipynb | 2 +- .../preview_nbs/1_cluster_job_client.ipynb | 2 +- .../preview_nbs/2_basic_interactive.ipynb | 2 +- .../user-docs/cluster-configuration.rst | 2 +- poetry.lock | 58 ++++++++++--------- pyproject.toml | 2 +- src/codeflare_sdk/common/utils/constants.py | 2 +- .../common/utils/unit_test_support.py | 4 +- .../ray/cluster/build_ray_cluster.py | 2 +- tests/e2e/local_interactive_sdk_kind_test.py | 4 +- .../e2e/mnist_raycluster_sdk_aw_kind_test.py | 2 - tests/e2e/support.py | 2 +- .../appwrapper/test-case-bad.yaml | 6 +- .../appwrapper/unit-test-all-params.yaml | 2 +- tests/test_cluster_yamls/kueue/aw_kueue.yaml | 2 +- .../kueue/ray_cluster_kueue.yaml | 2 +- .../ray/default-appwrapper.yaml | 2 +- .../ray/default-ray-cluster.yaml | 2 +- .../ray/unit-test-all-params.yaml | 2 +- .../support_clusters/test-aw-a.yaml | 6 +- .../support_clusters/test-aw-b.yaml | 6 +- .../support_clusters/test-rc-a.yaml | 6 +- .../support_clusters/test-rc-b.yaml | 6 +- 35 files changed, 77 insertions(+), 79 deletions(-) diff --git a/demo-notebooks/additional-demos/local_interactive.ipynb b/demo-notebooks/additional-demos/local_interactive.ipynb index ed9e5648..be30ba40 100644 --- a/demo-notebooks/additional-demos/local_interactive.ipynb +++ b/demo-notebooks/additional-demos/local_interactive.ipynb @@ -37,7 +37,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/ray_job_client.ipynb b/demo-notebooks/additional-demos/ray_job_client.ipynb index 8d28ad13..599b2425 100644 --- a/demo-notebooks/additional-demos/ray_job_client.ipynb +++ b/demo-notebooks/additional-demos/ray_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/0_basic_ray.ipynb b/demo-notebooks/guided-demos/0_basic_ray.ipynb index 1e729cc1..7e3bbd08 100644 --- a/demo-notebooks/guided-demos/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/0_basic_ray.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb index 73ef0b2a..2aef3184 100644 --- a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/2_basic_interactive.ipynb index 118720aa..df7728b3 100644 --- a/demo-notebooks/guided-demos/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/2_basic_interactive.ipynb @@ -46,7 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/3_widget_example.ipynb b/demo-notebooks/guided-demos/3_widget_example.ipynb index 3f44afe3..56bd0a5e 100644 --- a/demo-notebooks/guided-demos/3_widget_example.ipynb +++ b/demo-notebooks/guided-demos/3_widget_example.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb index 2ac5109e..8d97751a 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb index ff8d53b7..b1f0d5f6 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb index 57538aa8..bf0b49de 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb @@ -46,7 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml index 1ac7e603..5182b92a 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml @@ -81,7 +81,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.44.1-py311-cu121 + image: quay.io/modh/ray:2.46.0-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -147,7 +147,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.44.1-py311-cu121 + image: quay.io/modh/ray:2.46.0-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml index 840b4f81..5df084fd 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml @@ -70,7 +70,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.44.1-py311-cu121 + image: quay.io/modh/ray:2.46.0-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -127,7 +127,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.44.1-py311-cu121 + image: quay.io/modh/ray:2.46.0-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml index 6dc0b8b6..ae81b795 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml @@ -70,7 +70,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.44.1-py311-cu121 + image: quay.io/modh/ray:2.46.0-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -127,7 +127,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.44.1-py311-cu121 + image: quay.io/modh/ray:2.46.0-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb index 2ac5109e..8d97751a 100644 --- a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb index d7113ae5..58cb4958 100644 --- a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb index 8fd9ce0d..4538c8d5 100644 --- a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb @@ -46,7 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.44.1-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index f9749f59..ad4e248e 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -35,7 +35,7 @@ requirements for creating the Ray Cluster. The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version: - - For Python 3.11: `quay.io/modh/ray:2.44.1-py311-cu121` + - For Python 3.11: `quay.io/modh/ray:2.46.0-py311-cu121` If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default. diff --git a/poetry.lock b/poetry.lock index 725ce7e0..384e8088 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. 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\"darwin\"", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\"", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "gymnasium (==1.0.0)", "lz4", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "ray-cpp (==2.46.0)", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] cgraph = ["cupy-cuda12x ; sys_platform != \"darwin\""] client = ["grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\""] -cpp = ["ray-cpp (==2.44.1)"] +cpp = ["ray-cpp (==2.46.0)"] data = ["fsspec", "numpy (>=1.20)", "pandas (>=1.3)", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)"] default = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "virtualenv (>=20.0.24,!=20.21.1)"] -llm = ["aiohttp (>=3.7)", "aiohttp-cors", "async-timeout ; python_version < \"3.11\"", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "jsonref (>=1.1.0)", "jsonschema", "ninja", "numpy (>=1.20)", "opencensus", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "typer", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "vllm (>=0.7.2)", "watchfiles"] +llm = ["aiohttp (>=3.7)", "aiohttp-cors", "async-timeout ; python_version < \"3.11\"", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "jsonref (>=1.1.0)", "jsonschema", "ninja", "numpy (>=1.20)", "opencensus", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "typer", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "vllm (>=0.8.5)", "watchfiles"] observability = ["memray ; sys_platform != \"win32\"", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"] rllib = ["dm-tree", "fsspec", "gymnasium (==1.0.0)", "lz4", "ormsgpack (==1.7.0)", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pyyaml", "requests", "scipy", "tensorboardX (>=1.9)"] serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] @@ -4527,4 +4529,4 @@ propcache = ">=0.2.1" [metadata] lock-version = "2.1" python-versions = "^3.11" -content-hash = "d04590af4fd433110720e9c0a70760c6127ee6d8e40a4b2dfc513673bc91850d" +content-hash = "7cdd47cb60807e3032d9746b1c3ace156a10f9b6b430c740f0201a8aed7ac860" diff --git a/pyproject.toml b/pyproject.toml index 8e383671..03c390c3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,7 +23,7 @@ keywords = ['codeflare', 'python', 'sdk', 'client', 'batch', 'scale'] python = "^3.11" openshift-client = "1.0.18" rich = ">=12.5,<14.0" -ray = {version = "2.44.1", extras = ["data", "default"]} +ray = {version = "2.46.0", extras = ["data", "default"]} kubernetes = ">= 27.2.0" cryptography = "43.0.3" executing = "1.2.0" diff --git a/src/codeflare_sdk/common/utils/constants.py b/src/codeflare_sdk/common/utils/constants.py index 178f6ac3..a10e3e0e 100644 --- a/src/codeflare_sdk/common/utils/constants.py +++ b/src/codeflare_sdk/common/utils/constants.py @@ -1 +1 @@ -RAY_VERSION = "2.44.1" +RAY_VERSION = "2.46.0" diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index 79c7bf01..eee8d933 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -68,7 +68,7 @@ def create_cluster_wrong_type(): worker_extended_resource_requests={"nvidia.com/gpu": 7}, appwrapper=True, image_pull_secrets=["unit-test-pull-secret"], - image="quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31", + image="quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707", write_to_file=True, labels={1: 1}, ) @@ -275,7 +275,7 @@ def apply_template(yaml_file_path, variables): def get_expected_image(): # TODO: Add Python 3.12 support python_version = sys.version_info - return "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31" + return "quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707" def get_template_variables(): diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 89c51324..11b10fc3 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -94,7 +94,7 @@ ] SUPPORTED_PYTHON_VERSIONS = { - "3.11": "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31", + "3.11": "quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707", } diff --git a/tests/e2e/local_interactive_sdk_kind_test.py b/tests/e2e/local_interactive_sdk_kind_test.py index eb5066db..6f025d22 100644 --- a/tests/e2e/local_interactive_sdk_kind_test.py +++ b/tests/e2e/local_interactive_sdk_kind_test.py @@ -56,10 +56,8 @@ def run_local_interactives( num_workers=1, head_cpu_requests="500m", head_cpu_limits="500m", - head_memory_requests=2, - head_memory_limits=2, worker_cpu_requests="500m", - worker_cpu_limits="500m", + worker_cpu_limits=1, worker_memory_requests=1, worker_memory_limits=4, worker_extended_resource_requests={gpu_resource_name: number_of_gpus}, diff --git a/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py b/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py index b94fe252..49f0888d 100644 --- a/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py +++ b/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py @@ -44,8 +44,6 @@ def run_mnist_raycluster_sdk_kind( num_workers=1, head_cpu_requests="500m", head_cpu_limits="500m", - head_memory_requests=2, - head_memory_limits=2, worker_cpu_requests="500m", worker_cpu_limits=1, worker_memory_requests=1, diff --git a/tests/e2e/support.py b/tests/e2e/support.py index 46dd4e70..c81f5b73 100644 --- a/tests/e2e/support.py +++ b/tests/e2e/support.py @@ -26,7 +26,7 @@ def get_ray_cluster(cluster_name, namespace): def get_ray_image(): - default_ray_image = "quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31" + default_ray_image = "quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707" return os.getenv("RAY_IMAGE", default_ray_image) diff --git a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml index cb1ed471..4aa4d3dd 100644 --- a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml +++ b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml @@ -42,7 +42,7 @@ spec: valueFrom: fieldRef: fieldPath: status.podIP - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -66,7 +66,7 @@ spec: requests: cpu: 2 memory: 8G - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-unit-test-cluster maxReplicas: 2 @@ -89,7 +89,7 @@ spec: valueFrom: fieldRef: fieldPath: status.podIP - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index af5acbad..bfe23893 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -138,7 +138,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-aw-all-params maxReplicas: 10 diff --git a/tests/test_cluster_yamls/kueue/aw_kueue.yaml b/tests/test_cluster_yamls/kueue/aw_kueue.yaml index 7101f6a8..08b6d5cf 100644 --- a/tests/test_cluster_yamls/kueue/aw_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/aw_kueue.yaml @@ -93,7 +93,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-unit-test-aw-kueue maxReplicas: 2 diff --git a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml index f8b3aa46..bb8e8494 100644 --- a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml @@ -93,7 +93,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-unit-test-cluster-kueue maxReplicas: 2 diff --git a/tests/test_cluster_yamls/ray/default-appwrapper.yaml b/tests/test_cluster_yamls/ray/default-appwrapper.yaml index 1532c0e8..22fba282 100644 --- a/tests/test_cluster_yamls/ray/default-appwrapper.yaml +++ b/tests/test_cluster_yamls/ray/default-appwrapper.yaml @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-default-appwrapper maxReplicas: 1 diff --git a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml index db401026..75713321 100644 --- a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml +++ b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml @@ -83,7 +83,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-default-cluster maxReplicas: 1 diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index 6900b058..98da45b1 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -129,7 +129,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-test-all-params maxReplicas: 10 diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml index 9c89b593..4ffbef98 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-test-cluster-a maxReplicas: 1 @@ -109,7 +109,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml index b2701f20..56d2a8e2 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-test-cluster-b maxReplicas: 1 @@ -109,7 +109,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml index 9ece6661..e504566a 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml @@ -29,7 +29,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -82,7 +82,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-test-cluster-a maxReplicas: 1 @@ -100,7 +100,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml index 9d52e300..22162295 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml @@ -29,7 +29,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -82,7 +82,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.44.1 + rayVersion: 2.46.0 workerGroupSpecs: - groupName: small-group-test-rc-b maxReplicas: 1 @@ -100,7 +100,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:ac401c35d29cbd920ef982775f20e86d948b81eb67e83adbbbba8b29ad33ca31 + - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 lifecycle: preStop: exec: From 07bdade8d37b2461a7f4c7588ba1ec67ba5c7a2d Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Tue, 10 Jun 2025 16:02:20 +0100 Subject: [PATCH 48/73] chore(deps): update dependencies --- poetry.lock | 1723 +++++++++++++++++++++++++-------------------------- 1 file changed, 861 insertions(+), 862 deletions(-) diff --git a/poetry.lock b/poetry.lock index 384e8088..08d51b6f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. 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/dev/null +++ b/demo-notebooks/additional-demos/remote_ray_job_client.ipynb @@ -0,0 +1,103 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Submit a training job remotely to Ray Dashboard protected by oAuth.\n", + "This notebook will demonstrate how to submit Ray jobs to an existing Raycluster, using the CodeFlare SDK.\n", + "\n", + "### Requirements\n", + "* Ray Cluster running in OpenShift protected by oAuth.\n", + "* The Ray Dashboard URL for the Ray Cluster.\n", + "* An OpenShift authorization token with permissions to access the Route.\n", + "* A training job, defined in python, within the working directory.\n", + "* A requirements.txt or equivalent file containing any additional packages to install onto the Ray images." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import dependencies from codeflare-sdk\n", + "from codeflare_sdk import RayJobClient" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Setup Authentication Configuration \n", + "auth_token = \"XXXX\" # Replace with the actual token\n", + "header = {\n", + " 'Authorization': f'Bearer {auth_token}'\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Gather the dashboard URL (provided by the creator of the RayCluster)\n", + "ray_dashboard = \"XXXX\" # Replace with the Ray dashboard URL" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Initialize the RayJobClient\n", + "client = RayJobClient(address=ray_dashboard, headers=header, verify=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Submit a job using the RayJobClient\n", + "entrypoint_command = \"python XXXX\" # Replace with the training script name\n", + "submission_id = client.submit_job(\n", + " entrypoint=entrypoint_command,\n", + " runtime_env={\"working_dir\": \"./\",\"pip\": \"requirements.txt\"},\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get the job's status\n", + "client.get_job_status(submission_id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get the job's logs\n", + "client.get_job_logs(submission_id)" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 973d3200caebb4efc844be23d244e37f29055200 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Wed, 11 Jun 2025 14:03:56 +0100 Subject: [PATCH 50/73] fix: add actions permissions to release action --- .github/workflows/release.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 50e3f9e1..c3e47dab 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -37,6 +37,7 @@ jobs: contents: write id-token: write # This permission is required for trusted publishing pull-requests: write # This permission is required for creating PRs + actions: write # This permission is required for running actions steps: - name: Checkout the repository uses: actions/checkout@v4 From 6e43e0905be46d5707b7518ecbb7ab99d645dd25 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Tue, 1 Jul 2025 09:41:13 +0100 Subject: [PATCH 51/73] task(RHOAIENG-28599): Removed dep fields min_cpus max_cpus min_memory max_memory Signed-off-by: Pat O'Connor --- .../user-docs/cluster-configuration.rst | 8 ------- src/codeflare_sdk/ray/cluster/config.py | 24 ------------------- src/codeflare_sdk/ray/cluster/test_config.py | 10 +++----- 3 files changed, 3 insertions(+), 39 deletions(-) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index ad4e248e..18fceeac 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -172,11 +172,3 @@ deprecated. - ``head_cpu_requests``, ``head_cpu_limits`` * - ``head_memory`` - ``head_memory_requests``, ``head_memory_limits`` - * - ``min_cpus`` - - ``worker_cpu_requests`` - * - ``max_cpus`` - - ``worker_cpu_limits`` - * - ``min_memory`` - - ``worker_memory_requests`` - * - ``max_memory`` - - ``worker_memory_limits`` diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index bce54c32..ec89924a 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -58,16 +58,8 @@ class ClusterConfiguration: A dictionary of extended resource requests for the head node. ex: {"nvidia.com/gpu": 1} head_tolerations: List of tolerations for head nodes. - min_cpus: - The minimum number of CPUs to allocate to each worker. - max_cpus: - The maximum number of CPUs to allocate to each worker. num_workers: The number of workers to create. - min_memory: - The minimum amount of memory to allocate to each worker. - max_memory: - The maximum amount of memory to allocate to each worker. worker_tolerations: List of tolerations for worker nodes. appwrapper: @@ -122,13 +114,9 @@ class ClusterConfiguration: head_tolerations: Optional[List[V1Toleration]] = None worker_cpu_requests: Union[int, str] = 1 worker_cpu_limits: Union[int, str] = 1 - min_cpus: Optional[Union[int, str]] = None # Deprecating - max_cpus: Optional[Union[int, str]] = None # Deprecating num_workers: int = 1 worker_memory_requests: Union[int, str] = 2 worker_memory_limits: Union[int, str] = 2 - min_memory: Optional[Union[int, str]] = None # Deprecating - max_memory: Optional[Union[int, str]] = None # Deprecating worker_tolerations: Optional[List[V1Toleration]] = None appwrapper: bool = False envs: Dict[str, str] = field(default_factory=dict) @@ -250,12 +238,6 @@ def _cpu_to_resource(self): "head_cpus is being deprecated, use head_cpu_requests and head_cpu_limits" ) self.head_cpu_requests = self.head_cpu_limits = self.head_cpus - if self.min_cpus: - warnings.warn("min_cpus is being deprecated, use worker_cpu_requests") - self.worker_cpu_requests = self.min_cpus - if self.max_cpus: - warnings.warn("max_cpus is being deprecated, use worker_cpu_limits") - self.worker_cpu_limits = self.max_cpus def _memory_to_resource(self): if self.head_memory: @@ -263,12 +245,6 @@ def _memory_to_resource(self): "head_memory is being deprecated, use head_memory_requests and head_memory_limits" ) self.head_memory_requests = self.head_memory_limits = self.head_memory - if self.min_memory: - warnings.warn("min_memory is being deprecated, use worker_memory_requests") - self.worker_memory_requests = f"{self.min_memory}G" - if self.max_memory: - warnings.warn("max_memory is being deprecated, use worker_memory_limits") - self.worker_memory_limits = f"{self.max_memory}G" def _validate_types(self): """Validate the types of all fields in the ClusterConfiguration dataclass.""" diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 23da97c3..6f002df1 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -141,19 +141,15 @@ def test_cluster_config_deprecation_conversion(mocker): name="test", head_cpus=3, head_memory=16, - min_memory=3, - max_memory=4, - min_cpus=1, - max_cpus=2, ) assert config.head_cpu_requests == 3 assert config.head_cpu_limits == 3 assert config.head_memory_requests == "16G" assert config.head_memory_limits == "16G" - assert config.worker_memory_requests == "3G" - assert config.worker_memory_limits == "4G" + assert config.worker_memory_requests == "2G" + assert config.worker_memory_limits == "2G" assert config.worker_cpu_requests == 1 - assert config.worker_cpu_limits == 2 + assert config.worker_cpu_limits == 1 def test_gcs_fault_tolerance_config_validation(): From 6e47ec94bbc8552aee099b82c4d9df9b789cc761 Mon Sep 17 00:00:00 2001 From: Pawel Paszki Date: Mon, 7 Jul 2025 12:48:49 +0100 Subject: [PATCH 52/73] test: increase limits to fix ray cluster issues in upgrade tests (#854) --- tests/upgrade/raycluster_sdk_upgrade_test.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/upgrade/raycluster_sdk_upgrade_test.py b/tests/upgrade/raycluster_sdk_upgrade_test.py index 7c8b2922..7a6d583e 100644 --- a/tests/upgrade/raycluster_sdk_upgrade_test.py +++ b/tests/upgrade/raycluster_sdk_upgrade_test.py @@ -50,12 +50,12 @@ def run_mnist_raycluster_sdk_oauth(self): num_workers=1, head_cpu_requests=1, head_cpu_limits=1, - head_memory_requests=4, - head_memory_limits=4, + head_memory_requests=6, + head_memory_limits=8, worker_cpu_requests=1, worker_cpu_limits=1, - worker_memory_requests=4, - worker_memory_limits=4, + worker_memory_requests=6, + worker_memory_limits=8, image=ray_image, write_to_file=True, verify_tls=False, From fc6baa2482ff129264b9a312d146a5552f91e576 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 7 Jul 2025 11:49:44 +0000 Subject: [PATCH 53/73] Updated coverage.svg --- coverage.svg | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/coverage.svg b/coverage.svg index 59d64b37..a8c7e72a 100644 --- a/coverage.svg +++ b/coverage.svg @@ -15,7 +15,7 @@ coverage coverage - 93% - 93% + 92% + 92% From 529e32d4766671ab81c2c4f036212afce9c355ae Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Fri, 4 Jul 2025 10:42:18 +0100 Subject: [PATCH 54/73] RHOAIENG-27828: Update Ray Version references --- .../additional-demos/local_interactive.ipynb | 2 +- .../additional-demos/ray_job_client.ipynb | 2 +- demo-notebooks/guided-demos/0_basic_ray.ipynb | 2 +- .../guided-demos/1_cluster_job_client.ipynb | 2 +- .../guided-demos/2_basic_interactive.ipynb | 2 +- .../guided-demos/3_widget_example.ipynb | 2 +- .../1_cluster_job_client.ipynb | 2 +- .../2_basic_interactive.ipynb | 2 +- .../notebook-ex-outputs/interactivetest.yaml | 6 +- .../notebook-ex-outputs/jobtest.yaml | 6 +- .../notebook-ex-outputs/raytest.yaml | 6 +- .../preview_nbs/0_basic_ray.ipynb | 2 +- .../preview_nbs/1_cluster_job_client.ipynb | 2 +- .../preview_nbs/2_basic_interactive.ipynb | 2 +- .../user-docs/cluster-configuration.rst | 4 +- poetry.lock | 196 +++++++++++++++--- pyproject.toml | 2 +- src/codeflare_sdk/common/utils/constants.py | 2 +- .../appwrapper/test-case-bad.yaml | 2 +- .../appwrapper/unit-test-all-params.yaml | 2 +- tests/test_cluster_yamls/kueue/aw_kueue.yaml | 2 +- .../kueue/ray_cluster_kueue.yaml | 2 +- .../ray/default-appwrapper.yaml | 2 +- .../ray/default-ray-cluster.yaml | 2 +- .../ray/unit-test-all-params.yaml | 2 +- .../support_clusters/test-aw-a.yaml | 2 +- .../support_clusters/test-aw-b.yaml | 2 +- .../support_clusters/test-rc-a.yaml | 2 +- .../support_clusters/test-rc-b.yaml | 2 +- 29 files changed, 197 insertions(+), 69 deletions(-) diff --git a/demo-notebooks/additional-demos/local_interactive.ipynb b/demo-notebooks/additional-demos/local_interactive.ipynb index be30ba40..a46e5d9f 100644 --- a/demo-notebooks/additional-demos/local_interactive.ipynb +++ b/demo-notebooks/additional-demos/local_interactive.ipynb @@ -37,7 +37,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/ray_job_client.ipynb b/demo-notebooks/additional-demos/ray_job_client.ipynb index 599b2425..99187b4a 100644 --- a/demo-notebooks/additional-demos/ray_job_client.ipynb +++ b/demo-notebooks/additional-demos/ray_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/0_basic_ray.ipynb b/demo-notebooks/guided-demos/0_basic_ray.ipynb index 7e3bbd08..9a2ed8ca 100644 --- a/demo-notebooks/guided-demos/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/0_basic_ray.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb index 2aef3184..725866d7 100644 --- a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/2_basic_interactive.ipynb index df7728b3..890bdb47 100644 --- a/demo-notebooks/guided-demos/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/2_basic_interactive.ipynb @@ -46,7 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/3_widget_example.ipynb b/demo-notebooks/guided-demos/3_widget_example.ipynb index 56bd0a5e..d09271c9 100644 --- a/demo-notebooks/guided-demos/3_widget_example.ipynb +++ b/demo-notebooks/guided-demos/3_widget_example.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb index b1f0d5f6..6f5850ac 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb index bf0b49de..58a6c9e2 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb @@ -46,7 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml index 5182b92a..443da33c 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/interactivetest.yaml @@ -81,7 +81,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.46.0-py311-cu121 + image: quay.io/modh/ray:2.47.1-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -108,7 +108,7 @@ spec: memory: 8G nvidia.com/gpu: 0 imagePullSecrets: [] - rayVersion: 2.1.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-interactivetest maxReplicas: 2 @@ -147,7 +147,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.46.0-py311-cu121 + image: quay.io/modh/ray:2.47.1-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml index 5df084fd..5d5b0b0e 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/jobtest.yaml @@ -70,7 +70,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.46.0-py311-cu121 + image: quay.io/modh/ray:2.47.1-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -97,7 +97,7 @@ spec: memory: 8G nvidia.com/gpu: 0 imagePullSecrets: [] - rayVersion: 2.1.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-jobtest maxReplicas: 2 @@ -127,7 +127,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.46.0-py311-cu121 + image: quay.io/modh/ray:2.47.1-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml b/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml index ae81b795..81796687 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/raytest.yaml @@ -70,7 +70,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.46.0-py311-cu121 + image: quay.io/modh/ray:2.47.1-py311-cu121 imagePullPolicy: Always lifecycle: preStop: @@ -97,7 +97,7 @@ spec: memory: 8G nvidia.com/gpu: 0 imagePullSecrets: [] - rayVersion: 2.1.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-raytest maxReplicas: 2 @@ -127,7 +127,7 @@ spec: value: /home/ray/workspace/tls/server.key - name: RAY_TLS_CA_CERT value: /home/ray/workspace/tls/ca.crt - image: quay.io/modh/ray:2.46.0-py311-cu121 + image: quay.io/modh/ray:2.47.1-py311-cu121 lifecycle: preStop: exec: diff --git a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb index 8d97751a..119d9ce6 100644 --- a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb index 58cb4958..db574ceb 100644 --- a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb @@ -43,7 +43,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb index 4538c8d5..8f70f6c2 100644 --- a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb @@ -46,7 +46,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index 18fceeac..c810148b 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -35,12 +35,12 @@ requirements for creating the Ray Cluster. The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version: - - For Python 3.11: `quay.io/modh/ray:2.46.0-py311-cu121` + - For Python 3.11: `quay.io/modh/ray:2.47.1-py311-cu121` If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default. If you are using ROCm compatible GPUs you - can use `quay.io/modh/ray:2.35.0-py311-rocm62`. You can also find + can use `quay.io/modh/ray:2.47.1-py311-rocm62`. You can also find documentation on building a custom image `here `__. diff --git a/poetry.lock b/poetry.lock index 08d51b6f..89bca284 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1364,6 +1364,30 @@ files = [ {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"}, ] +[[package]] +name = "importlib-metadata" +version = "8.7.0" +description = "Read metadata from Python packages" +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"}, + {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"}, +] + +[package.dependencies] +zipp = ">=3.20" + +[package.extras] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +cover = ["pytest-cov"] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +enabler = ["pytest-enabler (>=2.2)"] +perf = ["ipython"] +test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"] +type = ["pytest-mypy"] + [[package]] name = "iniconfig" version = "2.1.0" @@ -2419,6 +2443,87 @@ paramiko = "*" pyyaml = "*" six = "*" +[[package]] +name = "opentelemetry-api" +version = "1.34.1" +description = "OpenTelemetry Python API" +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "opentelemetry_api-1.34.1-py3-none-any.whl", hash = "sha256:b7df4cb0830d5a6c29ad0c0691dbae874d8daefa934b8b1d642de48323d32a8c"}, + {file = "opentelemetry_api-1.34.1.tar.gz", hash = "sha256:64f0bd06d42824843731d05beea88d4d4b6ae59f9fe347ff7dfa2cc14233bbb3"}, +] + +[package.dependencies] +importlib-metadata = ">=6.0,<8.8.0" +typing-extensions = ">=4.5.0" + +[[package]] +name = "opentelemetry-exporter-prometheus" +version = "0.55b1" +description = "Prometheus Metric Exporter for OpenTelemetry" +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "opentelemetry_exporter_prometheus-0.55b1-py3-none-any.whl", hash = "sha256:f364fbbff9e5de37a112ff104d1185fb1d7e2046c5ab5911e5afebc7ab3ddf0e"}, + {file = "opentelemetry_exporter_prometheus-0.55b1.tar.gz", hash = "sha256:d13ec0b22bf394113ff1ada5da98133a4b051779b803dae183188e26c4bd9ee0"}, +] + +[package.dependencies] +opentelemetry-api = ">=1.12,<2.0" +opentelemetry-sdk = ">=1.34.1,<1.35.0" +prometheus-client = ">=0.5.0,<1.0.0" + +[[package]] +name = "opentelemetry-proto" +version = "1.11.1" +description = "OpenTelemetry Python Proto" +optional = false +python-versions = ">=3.6" +groups = ["main"] +files = [ + {file = "opentelemetry-proto-1.11.1.tar.gz", hash = "sha256:5df0ec69510a9e2414c0410d91a698ded5a04d3dd37f7d2a3e119e3c42a30647"}, + {file = 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["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "opentelemetry-exporter-prometheus", "opentelemetry-proto", "opentelemetry-sdk", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] +serve-grpc = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "opentelemetry-exporter-prometheus", "opentelemetry-proto", "opentelemetry-sdk", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"] train = ["fsspec", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "tensorboardX (>=1.9)"] tune = ["fsspec", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "requests", "tensorboardX (>=1.9)"] @@ -4525,7 +4633,27 @@ idna = ">=2.0" multidict = ">=4.0" propcache = ">=0.2.1" +[[package]] +name = "zipp" +version = "3.23.0" +description = "Backport of pathlib-compatible object wrapper for zip files" +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, + {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, +] + +[package.extras] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +cover = ["pytest-cov"] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +enabler = ["pytest-enabler (>=2.2)"] +test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] + [metadata] lock-version = "2.1" python-versions = "^3.11" -content-hash = "7cdd47cb60807e3032d9746b1c3ace156a10f9b6b430c740f0201a8aed7ac860" +content-hash = "29175d71269b0c8a1a53eb7027e8d824ef150bf8b4aa4cea8a9ed75684aa6e43" diff --git a/pyproject.toml b/pyproject.toml index 03c390c3..8615f894 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,7 +23,7 @@ keywords = ['codeflare', 'python', 'sdk', 'client', 'batch', 'scale'] python = "^3.11" openshift-client = "1.0.18" rich = ">=12.5,<14.0" -ray = {version = "2.46.0", extras = ["data", "default"]} +ray = {version = "2.47.1", extras = ["data", "default"]} kubernetes = ">= 27.2.0" cryptography = "43.0.3" executing = "1.2.0" diff --git a/src/codeflare_sdk/common/utils/constants.py b/src/codeflare_sdk/common/utils/constants.py index a10e3e0e..270d8d46 100644 --- a/src/codeflare_sdk/common/utils/constants.py +++ b/src/codeflare_sdk/common/utils/constants.py @@ -1 +1 @@ -RAY_VERSION = "2.46.0" +RAY_VERSION = "2.47.1" diff --git a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml index 4aa4d3dd..c6972565 100644 --- a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml +++ b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml @@ -66,7 +66,7 @@ spec: requests: cpu: 2 memory: 8G - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-unit-test-cluster maxReplicas: 2 diff --git a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml index bfe23893..aa097dd9 100644 --- a/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/appwrapper/unit-test-all-params.yaml @@ -138,7 +138,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-aw-all-params maxReplicas: 10 diff --git a/tests/test_cluster_yamls/kueue/aw_kueue.yaml b/tests/test_cluster_yamls/kueue/aw_kueue.yaml index 08b6d5cf..f5f16406 100644 --- a/tests/test_cluster_yamls/kueue/aw_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/aw_kueue.yaml @@ -93,7 +93,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-unit-test-aw-kueue maxReplicas: 2 diff --git a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml index bb8e8494..d6db4f4a 100644 --- a/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml +++ b/tests/test_cluster_yamls/kueue/ray_cluster_kueue.yaml @@ -93,7 +93,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-unit-test-cluster-kueue maxReplicas: 2 diff --git a/tests/test_cluster_yamls/ray/default-appwrapper.yaml b/tests/test_cluster_yamls/ray/default-appwrapper.yaml index 22fba282..27828163 100644 --- a/tests/test_cluster_yamls/ray/default-appwrapper.yaml +++ b/tests/test_cluster_yamls/ray/default-appwrapper.yaml @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-default-appwrapper maxReplicas: 1 diff --git a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml index 75713321..d2e6b05a 100644 --- a/tests/test_cluster_yamls/ray/default-ray-cluster.yaml +++ b/tests/test_cluster_yamls/ray/default-ray-cluster.yaml @@ -83,7 +83,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-default-cluster maxReplicas: 1 diff --git a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml index 98da45b1..ee0878c1 100644 --- a/tests/test_cluster_yamls/ray/unit-test-all-params.yaml +++ b/tests/test_cluster_yamls/ray/unit-test-all-params.yaml @@ -129,7 +129,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-test-all-params maxReplicas: 10 diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml index 4ffbef98..00e8755d 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-test-cluster-a maxReplicas: 1 diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml index 56d2a8e2..be01e68b 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml @@ -91,7 +91,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-test-cluster-b maxReplicas: 1 diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml index e504566a..553d285a 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml @@ -82,7 +82,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-test-cluster-a maxReplicas: 1 diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml index 22162295..1b84ee02 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml @@ -82,7 +82,7 @@ spec: name: odh-trusted-ca-bundle optional: true name: odh-ca-cert - rayVersion: 2.46.0 + rayVersion: 2.47.1 workerGroupSpecs: - groupName: small-group-test-rc-b maxReplicas: 1 From f9f86719e09e56995efa5ad03facb21846041574 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Mon, 7 Jul 2025 13:14:04 +0100 Subject: [PATCH 55/73] RHOAIENG-27828: Template runtime image SHA --- .../notebook-ex-outputs/0_basic_ray.ipynb | 2 +- src/codeflare_sdk/common/utils/constants.py | 2 + .../common/utils/unit_test_support.py | 52 +++++++++++++------ .../ray/appwrapper/test_awload.py | 9 +++- .../ray/cluster/build_ray_cluster.py | 4 +- tests/e2e/support.py | 4 +- .../appwrapper/test-case-bad.yaml | 4 +- .../support_clusters/test-aw-a.yaml | 4 +- .../support_clusters/test-aw-b.yaml | 4 +- .../support_clusters/test-rc-a.yaml | 4 +- .../support_clusters/test-rc-b.yaml | 4 +- 11 files changed, 61 insertions(+), 32 deletions(-) diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb index 8d97751a..119d9ce6 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb @@ -49,7 +49,7 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.46.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/src/codeflare_sdk/common/utils/constants.py b/src/codeflare_sdk/common/utils/constants.py index 270d8d46..9721ac85 100644 --- a/src/codeflare_sdk/common/utils/constants.py +++ b/src/codeflare_sdk/common/utils/constants.py @@ -1 +1,3 @@ RAY_VERSION = "2.47.1" +# Below references ray:2.47.1-py311-cu121 +CUDA_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:6d076aeb38ab3c34a6a2ef0f58dc667089aa15826fa08a73273c629333e12f1e" diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index eee8d933..b382ec01 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -14,6 +14,7 @@ import string import sys +from codeflare_sdk.common.utils import constants from codeflare_sdk.ray.cluster.cluster import ( Cluster, ClusterConfiguration, @@ -68,7 +69,7 @@ def create_cluster_wrong_type(): worker_extended_resource_requests={"nvidia.com/gpu": 7}, appwrapper=True, image_pull_secrets=["unit-test-pull-secret"], - image="quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707", + image=constants.CUDA_RUNTIME_IMAGE, write_to_file=True, labels={1: 1}, ) @@ -148,9 +149,14 @@ def get_cluster_object(file_a, file_b): def get_ray_obj(group, version, namespace, plural): # To be used for mocking list_namespaced_custom_object for Ray Clusters - rc_a_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml" - rc_b_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml" - rc_a, rc_b = get_cluster_object(rc_a_path, rc_b_path) + rc_a = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml", + get_template_variables(), + ) + rc_b = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml", + get_template_variables(), + ) rc_list = {"items": [rc_a, rc_b]} return rc_list @@ -158,9 +164,14 @@ def get_ray_obj(group, version, namespace, plural): def get_ray_obj_with_status(group, version, namespace, plural): # To be used for mocking list_namespaced_custom_object for Ray Clusters with statuses - rc_a_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml" - rc_b_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml" - rc_a, rc_b = get_cluster_object(rc_a_path, rc_b_path) + rc_a = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml", + get_template_variables(), + ) + rc_b = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml", + get_template_variables(), + ) rc_a.update( { @@ -205,9 +216,14 @@ def get_ray_obj_with_status(group, version, namespace, plural): def get_aw_obj(group, version, namespace, plural): # To be used for mocking list_namespaced_custom_object for AppWrappers - aw_a_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml" - aw_b_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml" - aw_a, aw_b = get_cluster_object(aw_a_path, aw_b_path) + aw_a = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml", + get_template_variables(), + ) + aw_b = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml", + get_template_variables(), + ) aw_list = {"items": [aw_a, aw_b]} return aw_list @@ -215,9 +231,14 @@ def get_aw_obj(group, version, namespace, plural): def get_aw_obj_with_status(group, version, namespace, plural): # To be used for mocking list_namespaced_custom_object for AppWrappers with statuses - aw_a_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml" - aw_b_path = f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml" - aw_a, aw_b = get_cluster_object(aw_a_path, aw_b_path) + aw_a = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml", + get_template_variables(), + ) + aw_b = apply_template( + f"{parent}/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml", + get_template_variables(), + ) aw_a.update( { @@ -273,9 +294,8 @@ def apply_template(yaml_file_path, variables): def get_expected_image(): - # TODO: Add Python 3.12 support - python_version = sys.version_info - return "quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707" + # TODO: Select image based on Python version + return constants.CUDA_RUNTIME_IMAGE def get_template_variables(): diff --git a/src/codeflare_sdk/ray/appwrapper/test_awload.py b/src/codeflare_sdk/ray/appwrapper/test_awload.py index 6909394b..3f45e1a5 100644 --- a/src/codeflare_sdk/ray/appwrapper/test_awload.py +++ b/src/codeflare_sdk/ray/appwrapper/test_awload.py @@ -12,8 +12,10 @@ # See the License for the specific language governing permissions and # limitations under the License. from codeflare_sdk.common.utils.unit_test_support import ( + apply_template, arg_check_aw_apply_effect, arg_check_aw_del_effect, + get_template_variables, ) from codeflare_sdk.ray.appwrapper import AWManager from codeflare_sdk.ray.cluster import Cluster, ClusterConfiguration @@ -47,8 +49,11 @@ def test_AWManager_creation(mocker): assert type(e) == FileNotFoundError assert str(e) == "[Errno 2] No such file or directory: 'fake'" try: - testaw = AWManager( - f"{parent}/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml" + testaw = apply_template( + AWManager( + f"{parent}/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml" + ), + get_template_variables(), ) except Exception as e: assert type(e) == ValueError diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 11b10fc3..92cefef4 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -50,6 +50,8 @@ import warnings import json +from codeflare_sdk.common.utils import constants + FORBIDDEN_CUSTOM_RESOURCE_TYPES = ["GPU", "CPU", "memory"] VOLUME_MOUNTS = [ V1VolumeMount( @@ -94,7 +96,7 @@ ] SUPPORTED_PYTHON_VERSIONS = { - "3.11": "quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707", + "3.11": constants.CUDA_RUNTIME_IMAGE, } diff --git a/tests/e2e/support.py b/tests/e2e/support.py index c81f5b73..165a680b 100644 --- a/tests/e2e/support.py +++ b/tests/e2e/support.py @@ -7,6 +7,7 @@ from codeflare_sdk.common.kubernetes_cluster.kube_api_helpers import ( _kube_api_error_handling, ) +from codeflare_sdk.common.utils import constants def get_ray_cluster(cluster_name, namespace): @@ -26,8 +27,7 @@ def get_ray_cluster(cluster_name, namespace): def get_ray_image(): - default_ray_image = "quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707" - return os.getenv("RAY_IMAGE", default_ray_image) + return os.getenv("RAY_IMAGE", constants.CUDA_RUNTIME_IMAGE) def get_setup_env_variables(**kwargs): diff --git a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml index c6972565..a5915820 100644 --- a/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml +++ b/tests/test_cluster_yamls/appwrapper/test-case-bad.yaml @@ -42,7 +42,7 @@ spec: valueFrom: fieldRef: fieldPath: status.podIP - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + image: "${image}" imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -89,7 +89,7 @@ spec: valueFrom: fieldRef: fieldPath: status.podIP - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + image: "${image}" lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml index 00e8755d..49f2c38c 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-a.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -109,7 +109,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml index be01e68b..aa6fad9c 100644 --- a/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-aw-b.yaml @@ -38,7 +38,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -109,7 +109,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml index 553d285a..2bb13995 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-a.yaml @@ -29,7 +29,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -100,7 +100,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" lifecycle: preStop: exec: diff --git a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml index 1b84ee02..70f1d5bf 100644 --- a/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml +++ b/tests/test_cluster_yamls/support_clusters/test-rc-b.yaml @@ -29,7 +29,7 @@ spec: template: spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" imagePullPolicy: IfNotPresent lifecycle: preStop: @@ -100,7 +100,7 @@ spec: key: value spec: containers: - - image: quay.io/modh/ray@sha256:a5b7c04a14f180d7ca6d06a5697f6bb684e40a26b95a0c872cac23b552741707 + - image: "${image}" lifecycle: preStop: exec: From 89c47c3d85c779bfbd11a2fbd2b4dac7fc5bc928 Mon Sep 17 00:00:00 2001 From: lilylinh Date: Mon, 14 Jul 2025 13:57:09 +0100 Subject: [PATCH 56/73] replace 'cluster.up' by 'cluster.apply' in demo-notebooks --- demo-notebooks/additional-demos/hf_interactive.ipynb | 2 +- demo-notebooks/additional-demos/local_interactive.ipynb | 2 +- demo-notebooks/additional-demos/ray_job_client.ipynb | 2 +- demo-notebooks/guided-demos/0_basic_ray.ipynb | 2 +- demo-notebooks/guided-demos/1_cluster_job_client.ipynb | 2 +- demo-notebooks/guided-demos/2_basic_interactive.ipynb | 2 +- .../guided-demos/notebook-ex-outputs/0_basic_ray.ipynb | 2 +- .../guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb | 2 +- .../guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb | 2 +- demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb | 2 +- .../guided-demos/preview_nbs/1_cluster_job_client.ipynb | 2 +- .../guided-demos/preview_nbs/2_basic_interactive.ipynb | 2 +- 12 files changed, 12 insertions(+), 12 deletions(-) diff --git a/demo-notebooks/additional-demos/hf_interactive.ipynb b/demo-notebooks/additional-demos/hf_interactive.ipynb index fcb45bf6..2e8e36fb 100644 --- a/demo-notebooks/additional-demos/hf_interactive.ipynb +++ b/demo-notebooks/additional-demos/hf_interactive.ipynb @@ -114,7 +114,7 @@ "metadata": {}, "outputs": [], "source": [ - "cluster.up()" + "cluster.apply()" ] }, { diff --git a/demo-notebooks/additional-demos/local_interactive.ipynb b/demo-notebooks/additional-demos/local_interactive.ipynb index a46e5d9f..fb1cb3ea 100644 --- a/demo-notebooks/additional-demos/local_interactive.ipynb +++ b/demo-notebooks/additional-demos/local_interactive.ipynb @@ -79,7 +79,7 @@ }, "outputs": [], "source": [ - "cluster.up()" + "cluster.apply()" ] }, { diff --git a/demo-notebooks/additional-demos/ray_job_client.ipynb b/demo-notebooks/additional-demos/ray_job_client.ipynb index 99187b4a..39cf2a16 100644 --- a/demo-notebooks/additional-demos/ray_job_client.ipynb +++ b/demo-notebooks/additional-demos/ray_job_client.ipynb @@ -78,7 +78,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()\n", + "cluster.apply()\n", "cluster.wait_ready()" ] }, diff --git a/demo-notebooks/guided-demos/0_basic_ray.ipynb b/demo-notebooks/guided-demos/0_basic_ray.ipynb index 9a2ed8ca..413d31b4 100644 --- a/demo-notebooks/guided-demos/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/0_basic_ray.ipynb @@ -98,7 +98,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()" + "cluster.apply()" ] }, { diff --git a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb index 725866d7..5a825b55 100644 --- a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb @@ -89,7 +89,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()\n", + "cluster.apply()\n", "cluster.wait_ready()" ] }, diff --git a/demo-notebooks/guided-demos/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/2_basic_interactive.ipynb index 890bdb47..80f45f13 100644 --- a/demo-notebooks/guided-demos/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/2_basic_interactive.ipynb @@ -96,7 +96,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()\n", + "cluster.apply()\n", "cluster.wait_ready()" ] }, diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb index 119d9ce6..e5972711 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb @@ -94,7 +94,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()" + "cluster.apply()" ] }, { diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb index 6f5850ac..9b34da9b 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb @@ -78,7 +78,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()\n", + "cluster.apply()\n", "cluster.wait_ready()" ] }, diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb index 58a6c9e2..db1560ff 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb @@ -84,7 +84,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()\n", + "cluster.apply()\n", "cluster.wait_ready()" ] }, diff --git a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb index 119d9ce6..e5972711 100644 --- a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb @@ -94,7 +94,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()" + "cluster.apply()" ] }, { diff --git a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb index db574ceb..6b913142 100644 --- a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb @@ -78,7 +78,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()\n", + "cluster.apply()\n", "cluster.wait_ready()" ] }, diff --git a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb index 8f70f6c2..a7ebae08 100644 --- a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb @@ -84,7 +84,7 @@ "outputs": [], "source": [ "# Bring up the cluster\n", - "cluster.up()\n", + "cluster.apply()\n", "cluster.wait_ready()" ] }, From 0ac44ed2e8988eadb63d74a7613f6fddfb7c99d0 Mon Sep 17 00:00:00 2001 From: lilylinh Date: Fri, 25 Jul 2025 11:55:46 +0100 Subject: [PATCH 57/73] Change widget fromt cluster.up() to cluster.apply() --- .../common/widgets/test_widgets.py | 20 ++++++++++--------- src/codeflare_sdk/common/widgets/widgets.py | 16 +++++++-------- src/codeflare_sdk/ray/cluster/cluster.py | 4 ++-- .../tests/widget_notebook_example.test.ts | 18 ++++++++--------- 4 files changed, 30 insertions(+), 28 deletions(-) diff --git a/src/codeflare_sdk/common/widgets/test_widgets.py b/src/codeflare_sdk/common/widgets/test_widgets.py index a7d3de92..f88d8eb2 100644 --- a/src/codeflare_sdk/common/widgets/test_widgets.py +++ b/src/codeflare_sdk/common/widgets/test_widgets.py @@ -28,7 +28,7 @@ @patch.dict( "os.environ", {"JPY_SESSION_NAME": "example-test"} ) # Mock Jupyter environment variable -def test_cluster_up_down_buttons(mocker): +def test_cluster_apply_down_buttons(mocker): mocker.patch("kubernetes.client.ApisApi.get_api_versions") mocker.patch( "kubernetes.client.CustomObjectsApi.get_cluster_custom_object", @@ -45,36 +45,38 @@ def test_cluster_up_down_buttons(mocker): ) as MockCheckbox, patch("ipywidgets.Output"), patch("ipywidgets.HBox"), patch( "ipywidgets.VBox" ), patch.object( - cluster, "up" - ) as mock_up, patch.object( + cluster, "apply" + ) as mock_apply, patch.object( cluster, "down" ) as mock_down, patch.object( cluster, "wait_ready" ) as mock_wait_ready: # Create mock button & CheckBox instances - mock_up_button = MagicMock() + mock_apply_button = MagicMock() mock_down_button = MagicMock() mock_wait_ready_check_box = MagicMock() # Ensure the mock Button class returns the mock button instances in sequence MockCheckbox.side_effect = [mock_wait_ready_check_box] - MockButton.side_effect = [mock_up_button, mock_down_button] + MockButton.side_effect = [mock_apply_button, mock_down_button] # Call the method under test - cf_widgets.cluster_up_down_buttons(cluster) + cf_widgets.cluster_apply_down_buttons(cluster) # Simulate checkbox being checked or unchecked mock_wait_ready_check_box.value = True # Simulate checkbox being checked # Simulate the button clicks by calling the mock on_click handlers - mock_up_button.on_click.call_args[0][0](None) # Simulate clicking "Cluster Up" + mock_apply_button.on_click.call_args[0][0]( + None + ) # Simulate clicking "Cluster Apply" mock_down_button.on_click.call_args[0][0]( None ) # Simulate clicking "Cluster Down" - # Check if the `up` and `down` methods were called + # Check if the `apply` and `down` methods were called mock_wait_ready.assert_called_once() - mock_up.assert_called_once() + mock_apply.assert_called_once() mock_down.assert_called_once() diff --git a/src/codeflare_sdk/common/widgets/widgets.py b/src/codeflare_sdk/common/widgets/widgets.py index 6f3283ce..36d896e8 100644 --- a/src/codeflare_sdk/common/widgets/widgets.py +++ b/src/codeflare_sdk/common/widgets/widgets.py @@ -271,19 +271,19 @@ def display_widgets(self): ) -def cluster_up_down_buttons( +def cluster_apply_down_buttons( cluster: "codeflare_sdk.ray.cluster.cluster.Cluster", ) -> widgets.Button: """ - The cluster_up_down_buttons function returns two button widgets for a create and delete button. + The cluster_apply_down_buttons function returns two button widgets for a create and delete button. The function uses the appwrapper bool to distinguish between resource type for the tool tip. """ resource = "Ray Cluster" if cluster.config.appwrapper: resource = "AppWrapper" - up_button = widgets.Button( - description="Cluster Up", + apply_button = widgets.Button( + description="Cluster Apply", tooltip=f"Create the {resource}", icon="play", ) @@ -298,13 +298,13 @@ def cluster_up_down_buttons( output = widgets.Output() # Display the buttons in an HBox wrapped in a VBox which includes the wait_ready Checkbox - button_display = widgets.HBox([up_button, delete_button]) + button_display = widgets.HBox([apply_button, delete_button]) display(widgets.VBox([button_display, wait_ready_check]), output) - def on_up_button_clicked(b): # Handle the up button click event + def on_apply_button_clicked(b): # Handle the apply button click event with output: output.clear_output() - cluster.up() + cluster.apply() # If the wait_ready Checkbox is clicked(value == True) trigger the wait_ready function if wait_ready_check.value: @@ -315,7 +315,7 @@ def on_down_button_clicked(b): # Handle the down button click event output.clear_output() cluster.down() - up_button.on_click(on_up_button_clicked) + apply_button.on_click(on_apply_button_clicked) delete_button.on_click(on_down_button_clicked) diff --git a/src/codeflare_sdk/ray/cluster/cluster.py b/src/codeflare_sdk/ray/cluster/cluster.py index 86ed7c4d..4eaa2000 100644 --- a/src/codeflare_sdk/ray/cluster/cluster.py +++ b/src/codeflare_sdk/ray/cluster/cluster.py @@ -43,7 +43,7 @@ AppWrapperStatus, ) from ...common.widgets.widgets import ( - cluster_up_down_buttons, + cluster_apply_down_buttons, is_notebook, ) from kubernetes import client @@ -88,7 +88,7 @@ def __init__(self, config: ClusterConfiguration): self.resource_yaml = self.create_resource() if is_notebook(): - cluster_up_down_buttons(self) + cluster_apply_down_buttons(self) def get_dynamic_client(self): # pragma: no cover return DynamicClient(get_api_client()) diff --git a/ui-tests/tests/widget_notebook_example.test.ts b/ui-tests/tests/widget_notebook_example.test.ts index 3360ba83..7707f70b 100644 --- a/ui-tests/tests/widget_notebook_example.test.ts +++ b/ui-tests/tests/widget_notebook_example.test.ts @@ -67,25 +67,25 @@ test.describe("Visual Regression", () => { // At this point, all cells have been ran, and their screenshots have been captured. // We now interact with the widgets in the notebook. - const upDownWidgetCellIndex = 3; // 4 on OpenShift + const applyDownWidgetCellIndex = 3; // 4 on OpenShift - await waitForWidget(page, upDownWidgetCellIndex, 'input[type="checkbox"]'); - await waitForWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Down")'); - await waitForWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Up")'); + await waitForWidget(page, applyDownWidgetCellIndex, 'input[type="checkbox"]'); + await waitForWidget(page, applyDownWidgetCellIndex, 'button:has-text("Cluster Down")'); + await waitForWidget(page, applyDownWidgetCellIndex, 'button:has-text("Cluster Apply")'); - await interactWithWidget(page, upDownWidgetCellIndex, 'input[type="checkbox"]', async (checkbox) => { + await interactWithWidget(page, applyDownWidgetCellIndex, 'input[type="checkbox"]', async (checkbox) => { await checkbox.click(); const isChecked = await checkbox.isChecked(); expect(isChecked).toBe(true); }); - await interactWithWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Down")', async (button) => { + await interactWithWidget(page, applyDownWidgetCellIndex, 'button:has-text("Cluster Down")', async (button) => { await button.click(); const clusterDownMessage = await page.waitForSelector('text=The requested resource could not be located.', { timeout: 5000 }); expect(await clusterDownMessage.innerText()).toContain('The requested resource could not be located.'); }); - await interactWithWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Up")', async (button) => { + await interactWithWidget(page, applyDownWidgetCellIndex, 'button:has-text("Cluster Apply")', async (button) => { await button.click(); const successMessage = await page.waitForSelector('text=Ray Cluster: \'widgettest\' has successfully been created', { timeout: 10000 }); @@ -103,7 +103,7 @@ test.describe("Visual Regression", () => { await runPreviousCell(page, cellCount, '(, True)'); - await interactWithWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Down")', async (button) => { + await interactWithWidget(page, applyDownWidgetCellIndex, 'button:has-text("Cluster Down")', async (button) => { await button.click(); const clusterDownMessage = await page.waitForSelector('text=Ray Cluster: \'widgettest\' has successfully been deleted', { timeout: 5000 }); expect(clusterDownMessage).not.toBeNull(); @@ -116,7 +116,7 @@ test.describe("Visual Regression", () => { await cell.fill('"widgettest-1"'); await page.notebook.runCell(cellCount - 3, true); // Run ClusterConfiguration cell - await interactWithWidget(page, upDownWidgetCellIndex, 'button:has-text("Cluster Up")', async (button) => { + await interactWithWidget(page, applyDownWidgetCellIndex, 'button:has-text("Cluster Apply")', async (button) => { await button.click(); const successMessage = await page.waitForSelector('text=Ray Cluster: \'widgettest-1\' has successfully been created', { timeout: 10000 }); expect(successMessage).not.toBeNull(); From 326434ddf1e484117384fb51561cdfbb724dabc4 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Wed, 30 Jul 2025 07:55:30 +0100 Subject: [PATCH 58/73] enable CI on ray-jobs-feature branch Signed-off-by: Pat O'Connor --- .github/workflows/coverage-badge.yaml | 2 +- .github/workflows/e2e_tests.yaml | 1 + .github/workflows/unit-tests.yml | 4 ++-- 3 files changed, 4 insertions(+), 3 deletions(-) diff --git a/.github/workflows/coverage-badge.yaml b/.github/workflows/coverage-badge.yaml index 0d2d41f6..2c3b40fa 100644 --- a/.github/workflows/coverage-badge.yaml +++ b/.github/workflows/coverage-badge.yaml @@ -4,7 +4,7 @@ name: Coverage Badge on: push: - branches: [ main ] + branches: [ main, ray-jobs-feature ] jobs: report: diff --git a/.github/workflows/e2e_tests.yaml b/.github/workflows/e2e_tests.yaml index fc80af56..d66e4b34 100644 --- a/.github/workflows/e2e_tests.yaml +++ b/.github/workflows/e2e_tests.yaml @@ -6,6 +6,7 @@ on: branches: - main - 'release-*' + - ray-jobs-feature paths-ignore: - 'docs/**' - '**.adoc' diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 6697fc80..e38e6973 100755 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -2,9 +2,9 @@ name: Python Tests on: pull_request: - branches: [ main ] + branches: [ main, ray-jobs-feature ] push: - branches: [ main ] + branches: [ main, ray-jobs-feature ] jobs: unit-tests: From d4678105456cb42ae9153213f54afd8d5dee4945 Mon Sep 17 00:00:00 2001 From: Bryan Keane Date: Wed, 6 Aug 2025 15:38:55 +0100 Subject: [PATCH 59/73] feat: add remote offline batch inference with vllm example (#848) * no-jira: add remote offline batch inference with vllm example * no-jira: remove notebook output * feat: add temp workdir for gcs workaround * feat: add config details to batch inference demo * chore: ignore jupyter notebooks from codecov --- codecov.yml | 3 + .../batch-inference/remote_offline_bi.ipynb | 214 ++++++++++++++++++ .../batch-inference/requirements.txt | 4 + .../batch-inference/simple_batch_inf.py | 62 +++++ 4 files changed, 283 insertions(+) create mode 100644 codecov.yml create mode 100644 demo-notebooks/additional-demos/batch-inference/remote_offline_bi.ipynb create mode 100644 demo-notebooks/additional-demos/batch-inference/requirements.txt create mode 100644 demo-notebooks/additional-demos/batch-inference/simple_batch_inf.py diff --git a/codecov.yml b/codecov.yml new file mode 100644 index 00000000..550965e6 --- /dev/null +++ b/codecov.yml @@ -0,0 +1,3 @@ +ignore: + - "**/*.ipynb" + - "demo-notebooks/**" diff --git a/demo-notebooks/additional-demos/batch-inference/remote_offline_bi.ipynb b/demo-notebooks/additional-demos/batch-inference/remote_offline_bi.ipynb new file mode 100644 index 00000000..68b514c4 --- /dev/null +++ b/demo-notebooks/additional-demos/batch-inference/remote_offline_bi.ipynb @@ -0,0 +1,214 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Remote Offline Batch Inference with Ray Data & vLLM Example\n", + "\n", + "This notebook presumes:\n", + "- You have a Ray Cluster URL given to you to run workloads on\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "from codeflare_sdk import RayJobClient\n", + "\n", + "# Setup Authentication Configuration\n", + "auth_token = \"XXXX\"\n", + "header = {\"Authorization\": f\"Bearer {auth_token}\"}" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Gather the dashboard URL (provided by the creator of the RayCluster)\n", + "ray_dashboard = \"XXXX\" # Replace with the Ray dashboard URL\n", + "\n", + "# Initialize the RayJobClient\n", + "client = RayJobClient(address=ray_dashboard, headers=header, verify=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Simple Example Explanation\n", + "\n", + "With the RayJobClient instantiated, lets run some batch inference. The following code is stored in `simple_batch_inf.py`, and is used as the entrypoint for the RayJob.\n", + "\n", + "What this processor configuration does:\n", + "- Set up a vLLM engine with your model\n", + "- Configure some settings for GPU processing\n", + "- Defines batch processing parameters (8 requests per batch, 2 GPU workers)\n", + "\n", + "#### Model Source Configuration\n", + "\n", + "The `model_source` parameter supports several loading methods:\n", + "\n", + "* **Hugging Face Hub** (default): Use repository ID `model_source=\"meta-llama/Llama-2-7b-chat-hf\"`\n", + "* **Local Directory**: Use file path `model_source=\"/path/to/my/local/model\"`\n", + "* **Other Sources**: ModelScope via environment variables `VLLM_MODELSCOPE_DOWNLOADS_DIR`\n", + "\n", + "For complete model support and options, see the [official vLLM documentation](https://docs.vllm.ai/en/latest/models/supported_models.html).\n", + "\n", + "```python\n", + "import ray\n", + "from ray.data.llm import build_llm_processor, vLLMEngineProcessorConfig\n", + "\n", + "processor_config = vLLMEngineProcessorConfig(\n", + " model_source=\"replace-me\",\n", + " engine_kwargs=dict(\n", + " enable_lora=False,\n", + " dtype=\"half\",\n", + " max_model_len=1024,\n", + " ),\n", + " # Batch size: Larger batches increase throughput but reduce fault tolerance\n", + " # - Small batches (4-8): Better for fault tolerance and memory constraints\n", + " # - Large batches (16-32): Higher throughput, better GPU utilization\n", + " # - Choose based on your Ray Cluster size and memory availability\n", + " batch_size=8,\n", + " # Concurrency: Number of vLLM engine workers to spawn \n", + " # - Set to match your total GPU count for maximum utilization\n", + " # - Each worker gets assigned to a GPU automatically by Ray scheduler\n", + " # - Can use all GPUs across head and worker nodes\n", + " concurrency=2,\n", + ")\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With the config defined, we can instantiate the processor. This enables batch inference by processing multiple requests through the vLLM engine, with two key steps:\n", + "- **Preprocess**: Converts each row into a structured chat format with system instructions and user queries, preparing the input for the LLM\n", + "- **Postprocess**: Extracts only the generated text from the model response, cleaning up the output\n", + "\n", + "The processor defines the pipeline that will be applied to each row in the dataset, enabling efficient batch processing through Ray Data's distributed execution framework.\n", + "\n", + "```python\n", + "processor = build_llm_processor(\n", + " processor_config,\n", + " preprocess=lambda row: dict(\n", + " messages=[\n", + " {\n", + " \"role\": \"system\",\n", + " \"content\": \"You are a calculator. Please only output the answer \"\n", + " \"of the given equation.\",\n", + " },\n", + " {\"role\": \"user\", \"content\": f\"{row['id']} ** 3 = ?\"},\n", + " ],\n", + " sampling_params=dict(\n", + " temperature=0.3,\n", + " max_tokens=20,\n", + " detokenize=False,\n", + " ),\n", + " ),\n", + " postprocess=lambda row: {\n", + " \"resp\": row[\"generated_text\"],\n", + " },\n", + ")\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Running the Pipeline\n", + "Now we can run the batch inference pipeline on our data, it will:\n", + "- In the background, the processor will download the model into memory where vLLM serves it locally (on Ray Cluster) for use in inference\n", + "- Generate a sample Ray Dataset with 32 rows (0-31) to process\n", + "- Run the LLM processor on the dataset, triggering the preprocessing, inference, and postprocessing steps\n", + "- Execute the lazy pipeline and loads results into memory\n", + "- Iterate through all outputs and print each response \n", + "\n", + "```python\n", + "ds = ray.data.range(30)\n", + "ds = processor(ds)\n", + "ds = ds.materialize()\n", + "\n", + "for out in ds.take_all():\n", + " print(out)\n", + " print(\"==========\")\n", + "```\n", + "\n", + "### Job Submission\n", + "\n", + "Now we can submit this job against the Ray Cluster using the `RayJobClient` from earlier " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import tempfile\n", + "import shutil\n", + "\n", + "# Create a clean directory with ONLY your script\n", + "temp_dir = tempfile.mkdtemp()\n", + "shutil.copy(\"simple_batch_inf.py\", temp_dir)\n", + "\n", + "entrypoint_command = \"python simple_batch_inf.py\"\n", + "\n", + "submission_id = client.submit_job(\n", + " entrypoint=entrypoint_command,\n", + " runtime_env={\"working_dir\": temp_dir, \"pip\": \"requirements.txt\"},\n", + ")\n", + "\n", + "print(submission_id + \" successfully submitted\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get the job's status\n", + "client.get_job_status(submission_id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Get the job's logs\n", + "client.get_job_logs(submission_id)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.12" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/demo-notebooks/additional-demos/batch-inference/requirements.txt b/demo-notebooks/additional-demos/batch-inference/requirements.txt new file mode 100644 index 00000000..d9e8b73b --- /dev/null +++ b/demo-notebooks/additional-demos/batch-inference/requirements.txt @@ -0,0 +1,4 @@ +vllm +transformers +triton>=2.0.0 +torch>=2.0.0 diff --git a/demo-notebooks/additional-demos/batch-inference/simple_batch_inf.py b/demo-notebooks/additional-demos/batch-inference/simple_batch_inf.py new file mode 100644 index 00000000..c86ed15b --- /dev/null +++ b/demo-notebooks/additional-demos/batch-inference/simple_batch_inf.py @@ -0,0 +1,62 @@ +import ray +from ray.data.llm import build_llm_processor, vLLMEngineProcessorConfig + + +# 1. Construct a vLLM processor config. +processor_config = vLLMEngineProcessorConfig( + # The base model. + model_source="unsloth/Llama-3.2-1B-Instruct", + # vLLM engine config. + engine_kwargs=dict( + enable_lora=False, + # # Older GPUs (e.g. T4) don't support bfloat16. You should remove + # # this line if you're using later GPUs. + dtype="half", + # Reduce the model length to fit small GPUs. You should remove + # this line if you're using large GPUs. + max_model_len=1024, + ), + # The batch size used in Ray Data. + batch_size=8, + # Use one GPU in this example. + concurrency=1, + # If you save the LoRA adapter in S3, you can set the following path. + # dynamic_lora_loading_path="s3://your-lora-bucket/", +) + +# 2. Construct a processor using the processor config. +processor = build_llm_processor( + processor_config, + preprocess=lambda row: dict( + # Remove the LoRA model specification + messages=[ + { + "role": "system", + "content": "You are a calculator. Please only output the answer " + "of the given equation.", + }, + {"role": "user", "content": f"{row['id']} ** 3 = ?"}, + ], + sampling_params=dict( + temperature=0.3, + max_tokens=20, + detokenize=False, + ), + ), + postprocess=lambda row: { + "resp": row["generated_text"], + }, +) + +# 3. Synthesize a dataset with 32 rows. +ds = ray.data.range(32) +# 4. Apply the processor to the dataset. Note that this line won't kick off +# anything because processor is execution lazily. +ds = processor(ds) +# Materialization kicks off the pipeline execution. +ds = ds.materialize() + +# 5. Print all outputs. +for out in ds.take_all(): + print(out) + print("==========") From 4531e55bec3a4325895180c3886c11ff271484d3 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Thu, 14 Aug 2025 11:56:28 +0100 Subject: [PATCH 60/73] fix(RHOAIENG-31076): Added project and updated version in .toml Signed-off-by: Pat O'Connor --- pyproject.toml | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 8615f894..5caafcb6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,10 @@ +[project] +name = "codeflare-sdk" +version = "0.30.0" + [tool.poetry] name = "codeflare-sdk" -version = "0.0.0-dev" +version = "0.30.0" description = "Python SDK for codeflare client" license = "Apache-2.0" @@ -60,3 +64,7 @@ markers = [ addopts = "--timeout=900" testpaths = ["src/codeflare_sdk"] collect_ignore = ["src/codeflare_sdk/common/utils/unit_test_support.py"] + +[build-system] +requires = ["poetry-core>=1.6.0"] +build-backend = "poetry.core.masonry.api" From 74f234c52e6cecb0958a61e4d69c2fdc2d45a501 Mon Sep 17 00:00:00 2001 From: lilylinh Date: Mon, 25 Aug 2025 15:18:32 +0100 Subject: [PATCH 61/73] task(RHOAIENG-30478)Remove Deprecated Params from CodeFlare SDK (head_cpus & head_memory) --- .../user-docs/cluster-configuration.rst | 17 ------------- src/codeflare_sdk/ray/cluster/config.py | 24 ------------------- src/codeflare_sdk/ray/cluster/test_config.py | 17 ------------- 3 files changed, 58 deletions(-) diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index c810148b..f8212823 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -155,20 +155,3 @@ Example configuration: .. note:: You need to have a Redis instance deployed in your Kubernetes cluster before using this feature. - -Deprecating Parameters ----------------------- - -The following parameters of the ``ClusterConfiguration`` are being -deprecated. - -.. list-table:: - :header-rows: 1 - :widths: auto - - * - Deprecated Parameter - - Replaced By - * - ``head_cpus`` - - ``head_cpu_requests``, ``head_cpu_limits`` - * - ``head_memory`` - - ``head_memory_requests``, ``head_memory_limits`` diff --git a/src/codeflare_sdk/ray/cluster/config.py b/src/codeflare_sdk/ray/cluster/config.py index ec89924a..dc61de2a 100644 --- a/src/codeflare_sdk/ray/cluster/config.py +++ b/src/codeflare_sdk/ray/cluster/config.py @@ -50,10 +50,6 @@ class ClusterConfiguration: The name of the cluster. namespace: The namespace in which the cluster should be created. - head_cpus: - The number of CPUs to allocate to the head node. - head_memory: - The amount of memory to allocate to the head node. head_extended_resource_requests: A dictionary of extended resource requests for the head node. ex: {"nvidia.com/gpu": 1} head_tolerations: @@ -104,10 +100,8 @@ class ClusterConfiguration: namespace: Optional[str] = None head_cpu_requests: Union[int, str] = 2 head_cpu_limits: Union[int, str] = 2 - head_cpus: Optional[Union[int, str]] = None # Deprecating head_memory_requests: Union[int, str] = 8 head_memory_limits: Union[int, str] = 8 - head_memory: Optional[Union[int, str]] = None # Deprecating head_extended_resource_requests: Dict[str, Union[str, int]] = field( default_factory=dict ) @@ -173,10 +167,8 @@ def __post_init__(self): ) self._validate_types() - self._memory_to_resource() self._memory_to_string() self._str_mem_no_unit_add_GB() - self._cpu_to_resource() self._combine_extended_resource_mapping() self._validate_extended_resource_requests(self.head_extended_resource_requests) self._validate_extended_resource_requests( @@ -209,8 +201,6 @@ def _validate_extended_resource_requests(self, extended_resources: Dict[str, int ) def _str_mem_no_unit_add_GB(self): - if isinstance(self.head_memory, str) and self.head_memory.isdecimal(): - self.head_memory = f"{self.head_memory}G" if ( isinstance(self.worker_memory_requests, str) and self.worker_memory_requests.isdecimal() @@ -232,20 +222,6 @@ def _memory_to_string(self): if isinstance(self.worker_memory_limits, int): self.worker_memory_limits = f"{self.worker_memory_limits}G" - def _cpu_to_resource(self): - if self.head_cpus: - warnings.warn( - "head_cpus is being deprecated, use head_cpu_requests and head_cpu_limits" - ) - self.head_cpu_requests = self.head_cpu_limits = self.head_cpus - - def _memory_to_resource(self): - if self.head_memory: - warnings.warn( - "head_memory is being deprecated, use head_memory_requests and head_memory_limits" - ) - self.head_memory_requests = self.head_memory_limits = self.head_memory - def _validate_types(self): """Validate the types of all fields in the ClusterConfiguration dataclass.""" errors = [] diff --git a/src/codeflare_sdk/ray/cluster/test_config.py b/src/codeflare_sdk/ray/cluster/test_config.py index 6f002df1..e405bc5b 100644 --- a/src/codeflare_sdk/ray/cluster/test_config.py +++ b/src/codeflare_sdk/ray/cluster/test_config.py @@ -135,23 +135,6 @@ def test_config_creation_wrong_type(): assert len(str(error_info.value).splitlines()) == 4 -@pytest.mark.filterwarnings("ignore::UserWarning") -def test_cluster_config_deprecation_conversion(mocker): - config = ClusterConfiguration( - name="test", - head_cpus=3, - head_memory=16, - ) - assert config.head_cpu_requests == 3 - assert config.head_cpu_limits == 3 - assert config.head_memory_requests == "16G" - assert config.head_memory_limits == "16G" - assert config.worker_memory_requests == "2G" - assert config.worker_memory_limits == "2G" - assert config.worker_cpu_requests == 1 - assert config.worker_cpu_limits == 1 - - def test_gcs_fault_tolerance_config_validation(): config = ClusterConfiguration( name="test", From 573a431b5426140abe25e2e389150e559ff1422f Mon Sep 17 00:00:00 2001 From: Pawel Paszki Date: Tue, 2 Sep 2025 16:18:17 +0100 Subject: [PATCH 62/73] test: change deprecated cluster up to apply and add more resources to ray clusters --- tests/e2e/heterogeneous_clusters_kind_test.py | 2 +- tests/e2e/heterogeneous_clusters_oauth_test.py | 8 ++++---- tests/e2e/local_interactive_sdk_kind_test.py | 2 +- tests/e2e/local_interactive_sdk_oauth_test.py | 6 +++++- tests/e2e/mnist_raycluster_sdk_aw_kind_test.py | 2 +- tests/e2e/mnist_raycluster_sdk_kind_test.py | 2 +- tests/e2e/mnist_raycluster_sdk_oauth_test.py | 10 +++++----- tests/e2e/start_ray_cluster.py | 2 +- 8 files changed, 19 insertions(+), 15 deletions(-) diff --git a/tests/e2e/heterogeneous_clusters_kind_test.py b/tests/e2e/heterogeneous_clusters_kind_test.py index 052fa7b8..fb650176 100644 --- a/tests/e2e/heterogeneous_clusters_kind_test.py +++ b/tests/e2e/heterogeneous_clusters_kind_test.py @@ -63,7 +63,7 @@ def run_heterogeneous_clusters( local_queue=queue_name, ) ) - cluster.up() + cluster.apply() sleep(5) node_name = get_pod_node(self, self.namespace, cluster_name) print(f"Cluster {cluster_name}-{flavor} is running on node: {node_name}") diff --git a/tests/e2e/heterogeneous_clusters_oauth_test.py b/tests/e2e/heterogeneous_clusters_oauth_test.py index d57cff48..0fbe4df3 100644 --- a/tests/e2e/heterogeneous_clusters_oauth_test.py +++ b/tests/e2e/heterogeneous_clusters_oauth_test.py @@ -55,9 +55,9 @@ def run_heterogeneous_clusters( namespace=self.namespace, name=cluster_name, num_workers=1, - head_cpu_requests="500m", - head_cpu_limits="500m", - worker_cpu_requests="500m", + head_cpu_requests=1, + head_cpu_limits=1, + worker_cpu_requests=1, worker_cpu_limits=1, worker_memory_requests=1, worker_memory_limits=4, @@ -66,7 +66,7 @@ def run_heterogeneous_clusters( local_queue=queue_name, ) ) - cluster.up() + cluster.apply() sleep(5) node_name = get_pod_node(self, self.namespace, cluster_name) print(f"Cluster {cluster_name}-{flavor} is running on node: {node_name}") diff --git a/tests/e2e/local_interactive_sdk_kind_test.py b/tests/e2e/local_interactive_sdk_kind_test.py index 6f025d22..0f5fd93f 100644 --- a/tests/e2e/local_interactive_sdk_kind_test.py +++ b/tests/e2e/local_interactive_sdk_kind_test.py @@ -65,7 +65,7 @@ def run_local_interactives( ) ) - cluster.up() + cluster.apply() cluster.wait_ready() cluster.status() diff --git a/tests/e2e/local_interactive_sdk_oauth_test.py b/tests/e2e/local_interactive_sdk_oauth_test.py index b5229deb..8be0bf9c 100644 --- a/tests/e2e/local_interactive_sdk_oauth_test.py +++ b/tests/e2e/local_interactive_sdk_oauth_test.py @@ -44,6 +44,10 @@ def run_local_interactives(self): namespace=self.namespace, name=cluster_name, num_workers=1, + head_memory_requests=6, + head_memory_limits=8, + head_cpu_requests=1, + head_cpu_limits=1, worker_cpu_requests=1, worker_cpu_limits=1, worker_memory_requests=1, @@ -52,7 +56,7 @@ def run_local_interactives(self): verify_tls=False, ) ) - cluster.up() + cluster.apply() cluster.wait_ready() generate_cert.generate_tls_cert(cluster_name, self.namespace) diff --git a/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py b/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py index 49f0888d..5d06214c 100644 --- a/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py +++ b/tests/e2e/mnist_raycluster_sdk_aw_kind_test.py @@ -55,7 +55,7 @@ def run_mnist_raycluster_sdk_kind( ) ) - cluster.up() + cluster.apply() cluster.status() diff --git a/tests/e2e/mnist_raycluster_sdk_kind_test.py b/tests/e2e/mnist_raycluster_sdk_kind_test.py index 42d0c46b..4ba728cf 100644 --- a/tests/e2e/mnist_raycluster_sdk_kind_test.py +++ b/tests/e2e/mnist_raycluster_sdk_kind_test.py @@ -54,7 +54,7 @@ def run_mnist_raycluster_sdk_kind( ) ) - cluster.up() + cluster.apply() cluster.status() diff --git a/tests/e2e/mnist_raycluster_sdk_oauth_test.py b/tests/e2e/mnist_raycluster_sdk_oauth_test.py index 212c9784..18447d74 100644 --- a/tests/e2e/mnist_raycluster_sdk_oauth_test.py +++ b/tests/e2e/mnist_raycluster_sdk_oauth_test.py @@ -46,19 +46,19 @@ def run_mnist_raycluster_sdk_oauth(self): name="mnist", namespace=self.namespace, num_workers=1, - head_cpu_requests="500m", - head_cpu_limits="500m", + head_memory_requests=6, + head_memory_limits=8, worker_cpu_requests=1, worker_cpu_limits=1, - worker_memory_requests=1, - worker_memory_limits=4, + worker_memory_requests=6, + worker_memory_limits=8, image=ray_image, write_to_file=True, verify_tls=False, ) ) - cluster.up() + cluster.apply() cluster.status() diff --git a/tests/e2e/start_ray_cluster.py b/tests/e2e/start_ray_cluster.py index 8aac19f0..bc7f531f 100644 --- a/tests/e2e/start_ray_cluster.py +++ b/tests/e2e/start_ray_cluster.py @@ -26,7 +26,7 @@ ) ) -cluster.up() +cluster.apply() cluster.status() From 2bb23769424e8b0cd8246bf48af3852f35a092e0 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Mon, 1 Sep 2025 12:29:03 +0100 Subject: [PATCH 63/73] task(RHOAIENG-33045): Update Runtime image SHAs for PY312 Signed-off-by: Pat O'Connor --- .github/workflows/e2e_tests.yaml | 2 +- .../additional-demos/hf_interactive.ipynb | 3 +- .../additional-demos/local_interactive.ipynb | 1 + .../additional-demos/ray_job_client.ipynb | 1 + demo-notebooks/guided-demos/0_basic_ray.ipynb | 1 + .../guided-demos/1_cluster_job_client.ipynb | 1 + .../guided-demos/2_basic_interactive.ipynb | 1 + .../guided-demos/3_widget_example.ipynb | 1 + .../notebook-ex-outputs/0_basic_ray.ipynb | 1 + .../1_cluster_job_client.ipynb | 1 + .../2_basic_interactive.ipynb | 1 + .../preview_nbs/0_basic_ray.ipynb | 1 + .../preview_nbs/1_cluster_job_client.ipynb | 1 + .../preview_nbs/2_basic_interactive.ipynb | 1 + src/codeflare_sdk/common/utils/constants.py | 15 +++++- .../common/utils/unit_test_support.py | 7 +-- src/codeflare_sdk/common/utils/utils.py | 46 +++++++++++++++++++ .../ray/cluster/build_ray_cluster.py | 17 +++---- .../ray/cluster/test_build_ray_cluster.py | 3 +- tests/e2e/local_interactive_sdk_kind_test.py | 4 +- tests/e2e/support.py | 6 ++- 21 files changed, 94 insertions(+), 21 deletions(-) create mode 100644 src/codeflare_sdk/common/utils/utils.py diff --git a/.github/workflows/e2e_tests.yaml b/.github/workflows/e2e_tests.yaml index d66e4b34..ba59a9e1 100644 --- a/.github/workflows/e2e_tests.yaml +++ b/.github/workflows/e2e_tests.yaml @@ -57,7 +57,7 @@ jobs: - name: Set up specific Python version uses: actions/setup-python@v5 with: - python-version: '3.11' + python-version: '3.12' cache: 'pip' # caching pip dependencies - name: Setup NVidia GPU environment for KinD diff --git a/demo-notebooks/additional-demos/hf_interactive.ipynb b/demo-notebooks/additional-demos/hf_interactive.ipynb index 2e8e36fb..2f0334dc 100644 --- a/demo-notebooks/additional-demos/hf_interactive.ipynb +++ b/demo-notebooks/additional-demos/hf_interactive.ipynb @@ -70,7 +70,8 @@ "\n", "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", - "- For Python 3.11: 'quay.io/modh/ray:2.35.0-py311-cu121'\n", + "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/local_interactive.ipynb b/demo-notebooks/additional-demos/local_interactive.ipynb index fb1cb3ea..d1318103 100644 --- a/demo-notebooks/additional-demos/local_interactive.ipynb +++ b/demo-notebooks/additional-demos/local_interactive.ipynb @@ -38,6 +38,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/ray_job_client.ipynb b/demo-notebooks/additional-demos/ray_job_client.ipynb index 39cf2a16..11689a1b 100644 --- a/demo-notebooks/additional-demos/ray_job_client.ipynb +++ b/demo-notebooks/additional-demos/ray_job_client.ipynb @@ -44,6 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/0_basic_ray.ipynb b/demo-notebooks/guided-demos/0_basic_ray.ipynb index 413d31b4..7d35107d 100644 --- a/demo-notebooks/guided-demos/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/0_basic_ray.ipynb @@ -50,6 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb index 5a825b55..0c0b3488 100644 --- a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb @@ -44,6 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/2_basic_interactive.ipynb index 80f45f13..71d6b78e 100644 --- a/demo-notebooks/guided-demos/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/2_basic_interactive.ipynb @@ -47,6 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/3_widget_example.ipynb b/demo-notebooks/guided-demos/3_widget_example.ipynb index d09271c9..28ad43f6 100644 --- a/demo-notebooks/guided-demos/3_widget_example.ipynb +++ b/demo-notebooks/guided-demos/3_widget_example.ipynb @@ -50,6 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb index e5972711..21631288 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb @@ -50,6 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb index 9b34da9b..44546a94 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb @@ -44,6 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb index db1560ff..35daa0ff 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb @@ -47,6 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb index e5972711..21631288 100644 --- a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb @@ -50,6 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb index 6b913142..1d752f6a 100644 --- a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb @@ -44,6 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb index a7ebae08..1c099cfd 100644 --- a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb @@ -47,6 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/src/codeflare_sdk/common/utils/constants.py b/src/codeflare_sdk/common/utils/constants.py index 9721ac85..d380dcc0 100644 --- a/src/codeflare_sdk/common/utils/constants.py +++ b/src/codeflare_sdk/common/utils/constants.py @@ -1,3 +1,14 @@ RAY_VERSION = "2.47.1" -# Below references ray:2.47.1-py311-cu121 -CUDA_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:6d076aeb38ab3c34a6a2ef0f58dc667089aa15826fa08a73273c629333e12f1e" +""" +The below are used to define the default runtime image for the Ray Cluster. +* For python 3.11:ray:2.47.1-py311-cu121 +* For python 3.12:ray:2.47.1-py312-cu121 +""" +CUDA_PY311_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:6d076aeb38ab3c34a6a2ef0f58dc667089aa15826fa08a73273c629333e12f1e" +CUDA_PY312_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:23860dfe2e47bb69709b3883b08fd1a4d836ce02eaf8d0afeeafe6986d0fc8fb" + +# Centralized image selection +SUPPORTED_PYTHON_VERSIONS = { + "3.11": CUDA_PY311_RUNTIME_IMAGE, + "3.12": CUDA_PY312_RUNTIME_IMAGE, +} diff --git a/src/codeflare_sdk/common/utils/unit_test_support.py b/src/codeflare_sdk/common/utils/unit_test_support.py index b382ec01..653e818c 100644 --- a/src/codeflare_sdk/common/utils/unit_test_support.py +++ b/src/codeflare_sdk/common/utils/unit_test_support.py @@ -15,6 +15,7 @@ import string import sys from codeflare_sdk.common.utils import constants +from codeflare_sdk.common.utils.utils import get_ray_image_for_python_version from codeflare_sdk.ray.cluster.cluster import ( Cluster, ClusterConfiguration, @@ -69,7 +70,7 @@ def create_cluster_wrong_type(): worker_extended_resource_requests={"nvidia.com/gpu": 7}, appwrapper=True, image_pull_secrets=["unit-test-pull-secret"], - image=constants.CUDA_RUNTIME_IMAGE, + image=constants.CUDA_PY312_RUNTIME_IMAGE, write_to_file=True, labels={1: 1}, ) @@ -294,8 +295,8 @@ def apply_template(yaml_file_path, variables): def get_expected_image(): - # TODO: Select image based on Python version - return constants.CUDA_RUNTIME_IMAGE + # Use centralized image selection logic (fallback to 3.12 for test consistency) + return get_ray_image_for_python_version(warn_on_unsupported=True) def get_template_variables(): diff --git a/src/codeflare_sdk/common/utils/utils.py b/src/codeflare_sdk/common/utils/utils.py new file mode 100644 index 00000000..f876e924 --- /dev/null +++ b/src/codeflare_sdk/common/utils/utils.py @@ -0,0 +1,46 @@ +# Copyright 2025 IBM, Red Hat +# +# 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 sys + +from codeflare_sdk.common.utils.constants import ( + SUPPORTED_PYTHON_VERSIONS, + CUDA_PY312_RUNTIME_IMAGE, +) + + +def get_ray_image_for_python_version(python_version=None, warn_on_unsupported=True): + """ + Get the appropriate Ray image for a given Python version. + If no version is provided, uses the current runtime Python version. + This prevents us needing to hard code image versions for tests. + + Args: + python_version: Python version string (e.g. "3.11"). If None, detects current version. + warn_on_unsupported: If True, warns and returns None for unsupported versions. + If False, silently falls back to Python 3.12 image. + """ + if python_version is None: + python_version = f"{sys.version_info.major}.{sys.version_info.minor}" + + if python_version in SUPPORTED_PYTHON_VERSIONS: + return SUPPORTED_PYTHON_VERSIONS[python_version] + elif warn_on_unsupported: + import warnings + + warnings.warn( + f"No default Ray image defined for {python_version}. Please provide your own image or use one of the following python versions: {', '.join(SUPPORTED_PYTHON_VERSIONS.keys())}." + ) + return None + else: + return CUDA_PY312_RUNTIME_IMAGE diff --git a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py index 92cefef4..e8b68919 100644 --- a/src/codeflare_sdk/ray/cluster/build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/build_ray_cluster.py @@ -21,6 +21,7 @@ from ...common.kubernetes_cluster import get_api_client, config_check from kubernetes.client.exceptions import ApiException from ...common.utils.constants import RAY_VERSION +from ...common.utils.utils import get_ray_image_for_python_version import codeflare_sdk import os @@ -95,9 +96,8 @@ ), ] -SUPPORTED_PYTHON_VERSIONS = { - "3.11": constants.CUDA_RUNTIME_IMAGE, -} +# Use centralized mapping from constants (so that we only have to update constants.py) +SUPPORTED_PYTHON_VERSIONS = constants.SUPPORTED_PYTHON_VERSIONS # RayCluster/AppWrapper builder function @@ -272,16 +272,11 @@ def with_nb_annotations(annotations: dict): def update_image(image) -> str: """ The update_image() function automatically sets the image config parameter to a preset image based on Python version if not specified. - If no Ray image exists for the given Python version a warning is produced. + This now points to the centralized function in utils.py. """ if not image: - python_version = f"{sys.version_info.major}.{sys.version_info.minor}" - if python_version in SUPPORTED_PYTHON_VERSIONS: - image = SUPPORTED_PYTHON_VERSIONS[python_version] - else: - warnings.warn( - f"No default Ray image defined for {python_version}. Please provide your own image or use one of the following python versions: {', '.join(SUPPORTED_PYTHON_VERSIONS.keys())}." - ) + # Pull the image based on the matching Python version (or output a warning if not supported) + image = get_ray_image_for_python_version(warn_on_unsupported=True) return image diff --git a/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py b/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py index 6d322b5f..f970d945 100644 --- a/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_build_ray_cluster.py @@ -43,6 +43,7 @@ def test_update_image_without_supported_python_version(mocker): "codeflare_sdk.ray.cluster.build_ray_cluster.SUPPORTED_PYTHON_VERSIONS", { "3.11": "ray-py3.11", + "3.12": "ray-py3.12", }, ) @@ -60,7 +61,7 @@ def test_update_image_without_supported_python_version(mocker): # Assert that the warning was called with the expected message warn_mock.assert_called_once_with( - "No default Ray image defined for 3.8. Please provide your own image or use one of the following python versions: 3.11." + "No default Ray image defined for 3.8. Please provide your own image or use one of the following python versions: 3.11, 3.12." ) # Assert that no image was set since the Python version is not supported diff --git a/tests/e2e/local_interactive_sdk_kind_test.py b/tests/e2e/local_interactive_sdk_kind_test.py index 0f5fd93f..1dd8a2e0 100644 --- a/tests/e2e/local_interactive_sdk_kind_test.py +++ b/tests/e2e/local_interactive_sdk_kind_test.py @@ -115,7 +115,9 @@ def heavy_calculation(num_iterations): ref = heavy_calculation.remote(3000) result = ray.get(ref) - assert result == 1789.4644387076714 + assert ( + result == 1789.4644387076728 + ) # Updated result after moving to Python 3.12 (0.0000000000008% difference to old assertion) ray.cancel(ref) ray.shutdown() diff --git a/tests/e2e/support.py b/tests/e2e/support.py index 165a680b..fe9261a2 100644 --- a/tests/e2e/support.py +++ b/tests/e2e/support.py @@ -8,6 +8,7 @@ _kube_api_error_handling, ) from codeflare_sdk.common.utils import constants +from codeflare_sdk.common.utils.utils import get_ray_image_for_python_version def get_ray_cluster(cluster_name, namespace): @@ -27,7 +28,10 @@ def get_ray_cluster(cluster_name, namespace): def get_ray_image(): - return os.getenv("RAY_IMAGE", constants.CUDA_RUNTIME_IMAGE) + return os.getenv( + "RAY_IMAGE", + get_ray_image_for_python_version(warn_on_unsupported=False), + ) def get_setup_env_variables(**kwargs): From a20be01b02f5ae3b5e2648e78d49753367971d1e Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Wed, 3 Sep 2025 08:58:59 +0100 Subject: [PATCH 64/73] task(RHAIENG-866): Updated pydantic for feast compat Signed-off-by: Pat O'Connor --- poetry.lock | 210 +++++++++++++++++++++++++++++++++++-------------- pyproject.toml | 2 +- 2 files changed, 153 insertions(+), 59 deletions(-) diff --git a/poetry.lock b/poetry.lock index 89bca284..49e45352 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. 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"typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"}, + {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"}, +] + +[package.dependencies] +typing-extensions = ">=4.12.0" + [[package]] name = "tzdata" version = "2025.2" @@ -4656,4 +4750,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.1" python-versions = "^3.11" -content-hash = "29175d71269b0c8a1a53eb7027e8d824ef150bf8b4aa4cea8a9ed75684aa6e43" +content-hash = "6720576cf9ff57c7bb15b97e268bb414218f6a053e7e0a5bdd45d022c0847111" diff --git a/pyproject.toml b/pyproject.toml index 5caafcb6..23d45003 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -31,7 +31,7 @@ ray = {version = "2.47.1", extras = ["data", "default"]} kubernetes = ">= 27.2.0" cryptography = "43.0.3" executing = "1.2.0" -pydantic = "< 2" +pydantic = ">= 2.10.6" ipywidgets = "8.1.2" [tool.poetry.group.docs] From 9d1a08b4c0fc836d27f99d99a73c968a9a32b1c6 Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Tue, 9 Sep 2025 10:53:13 +0100 Subject: [PATCH 65/73] task(RHOAIENG-33492): Bump Ray image to CUDA 12.8 Signed-off-by: Pat O'Connor --- demo-notebooks/additional-demos/hf_interactive.ipynb | 2 +- demo-notebooks/additional-demos/local_interactive.ipynb | 2 +- demo-notebooks/additional-demos/ray_job_client.ipynb | 2 +- demo-notebooks/guided-demos/0_basic_ray.ipynb | 2 +- demo-notebooks/guided-demos/1_cluster_job_client.ipynb | 2 +- demo-notebooks/guided-demos/2_basic_interactive.ipynb | 2 +- demo-notebooks/guided-demos/3_widget_example.ipynb | 2 +- .../guided-demos/notebook-ex-outputs/0_basic_ray.ipynb | 2 +- .../notebook-ex-outputs/1_cluster_job_client.ipynb | 2 +- .../notebook-ex-outputs/2_basic_interactive.ipynb | 2 +- demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb | 2 +- .../guided-demos/preview_nbs/1_cluster_job_client.ipynb | 2 +- .../guided-demos/preview_nbs/2_basic_interactive.ipynb | 2 +- src/codeflare_sdk/common/utils/constants.py | 4 ++-- 14 files changed, 15 insertions(+), 15 deletions(-) diff --git a/demo-notebooks/additional-demos/hf_interactive.ipynb b/demo-notebooks/additional-demos/hf_interactive.ipynb index 2f0334dc..9b32ab2e 100644 --- a/demo-notebooks/additional-demos/hf_interactive.ipynb +++ b/demo-notebooks/additional-demos/hf_interactive.ipynb @@ -71,7 +71,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/local_interactive.ipynb b/demo-notebooks/additional-demos/local_interactive.ipynb index d1318103..257c6c1b 100644 --- a/demo-notebooks/additional-demos/local_interactive.ipynb +++ b/demo-notebooks/additional-demos/local_interactive.ipynb @@ -38,7 +38,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/additional-demos/ray_job_client.ipynb b/demo-notebooks/additional-demos/ray_job_client.ipynb index 11689a1b..42d3faa0 100644 --- a/demo-notebooks/additional-demos/ray_job_client.ipynb +++ b/demo-notebooks/additional-demos/ray_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/0_basic_ray.ipynb b/demo-notebooks/guided-demos/0_basic_ray.ipynb index 7d35107d..7bc69afa 100644 --- a/demo-notebooks/guided-demos/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/0_basic_ray.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb index 0c0b3488..2f042a6d 100644 --- a/demo-notebooks/guided-demos/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/1_cluster_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/2_basic_interactive.ipynb index 71d6b78e..683ec236 100644 --- a/demo-notebooks/guided-demos/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/2_basic_interactive.ipynb @@ -47,7 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/3_widget_example.ipynb b/demo-notebooks/guided-demos/3_widget_example.ipynb index 28ad43f6..8b70e1da 100644 --- a/demo-notebooks/guided-demos/3_widget_example.ipynb +++ b/demo-notebooks/guided-demos/3_widget_example.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb index 21631288..49f7f687 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/0_basic_ray.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb index 44546a94..913fb919 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/1_cluster_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb index 35daa0ff..9c816c53 100644 --- a/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/notebook-ex-outputs/2_basic_interactive.ipynb @@ -47,7 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb index 21631288..49f7f687 100644 --- a/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/0_basic_ray.ipynb @@ -50,7 +50,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb index 1d752f6a..3c7b7876 100644 --- a/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/1_cluster_job_client.ipynb @@ -44,7 +44,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb index 1c099cfd..1de3fc9c 100644 --- a/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb +++ b/demo-notebooks/guided-demos/preview_nbs/2_basic_interactive.ipynb @@ -47,7 +47,7 @@ "NOTE: The default images used by the CodeFlare SDK for creating a RayCluster resource depend on the installed Python version:\n", "\n", "- For Python 3.11: 'quay.io/modh/ray:2.47.1-py311-cu121'\n", - "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu121'\n", + "- For Python 3.12: 'quay.io/modh/ray:2.47.1-py312-cu128'\n", "\n", "If you prefer to use a custom Ray image that better suits your needs, you can specify it in the image field to override the default." ] diff --git a/src/codeflare_sdk/common/utils/constants.py b/src/codeflare_sdk/common/utils/constants.py index d380dcc0..7172da40 100644 --- a/src/codeflare_sdk/common/utils/constants.py +++ b/src/codeflare_sdk/common/utils/constants.py @@ -2,10 +2,10 @@ """ The below are used to define the default runtime image for the Ray Cluster. * For python 3.11:ray:2.47.1-py311-cu121 -* For python 3.12:ray:2.47.1-py312-cu121 +* For python 3.12:ray:2.47.1-py312-cu128 """ CUDA_PY311_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:6d076aeb38ab3c34a6a2ef0f58dc667089aa15826fa08a73273c629333e12f1e" -CUDA_PY312_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:23860dfe2e47bb69709b3883b08fd1a4d836ce02eaf8d0afeeafe6986d0fc8fb" +CUDA_PY312_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:9c72e890f5c66bb2a0f0d940120539ffc875fb6fed83380cbe2eba938e8789b1" # Centralized image selection SUPPORTED_PYTHON_VERSIONS = { From 22dbaaf491fa8d354cba759a284e7d1a3511eec2 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Fri, 12 Sep 2025 09:22:21 +0100 Subject: [PATCH 66/73] fix: update pyproject.toml --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 23d45003..db864def 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,10 +1,10 @@ [project] name = "codeflare-sdk" -version = "0.30.0" +version = "0.31.0" [tool.poetry] name = "codeflare-sdk" -version = "0.30.0" +version = "0.31.0" description = "Python SDK for codeflare client" license = "Apache-2.0" From 3668d60e46ec35365e8b5be6e3175562037209ec Mon Sep 17 00:00:00 2001 From: Pat O'Connor Date: Tue, 16 Sep 2025 14:54:15 +0100 Subject: [PATCH 67/73] task(RHOAIENG-34228): CodeFlare SDK Patch release 0.31.1 Signed-off-by: Pat O'Connor --- pyproject.toml | 4 ++-- src/codeflare_sdk/common/utils/constants.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index db864def..71610478 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,10 +1,10 @@ [project] name = "codeflare-sdk" -version = "0.31.0" +version = "0.31.1" [tool.poetry] name = "codeflare-sdk" -version = "0.31.0" +version = "0.31.1" description = "Python SDK for codeflare client" license = "Apache-2.0" diff --git a/src/codeflare_sdk/common/utils/constants.py b/src/codeflare_sdk/common/utils/constants.py index 7172da40..fcd064d6 100644 --- a/src/codeflare_sdk/common/utils/constants.py +++ b/src/codeflare_sdk/common/utils/constants.py @@ -5,7 +5,7 @@ * For python 3.12:ray:2.47.1-py312-cu128 """ CUDA_PY311_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:6d076aeb38ab3c34a6a2ef0f58dc667089aa15826fa08a73273c629333e12f1e" -CUDA_PY312_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:9c72e890f5c66bb2a0f0d940120539ffc875fb6fed83380cbe2eba938e8789b1" +CUDA_PY312_RUNTIME_IMAGE = "quay.io/modh/ray@sha256:fb6f207de63e442c67bb48955cf0584f3704281faf17b90419cfa274fdec63c5" # Centralized image selection SUPPORTED_PYTHON_VERSIONS = { From e8404ec55d615c7a15687ad13adfc1e23e67349b Mon Sep 17 00:00:00 2001 From: Cathal O'Connor Date: Wed, 17 Sep 2025 12:50:09 +0100 Subject: [PATCH 68/73] Update Owners file (#908) --- OWNERS | 2 ++ 1 file changed, 2 insertions(+) diff --git a/OWNERS b/OWNERS index e26dd545..78bda8e8 100644 --- a/OWNERS +++ b/OWNERS @@ -1,6 +1,7 @@ approvers: - astefanutti - Bobbins228 + - CathalOConnorRH - chipspeak - ChristianZaccaria - dimakis @@ -16,6 +17,7 @@ approvers: reviewers: - astefanutti - Bobbins228 + - CathalOConnorRH - chipspeak - ChristianZaccaria - dimakis From 3b8e81c5dd9404a6bf463cb5a7f45e4db39ee15c Mon Sep 17 00:00:00 2001 From: Laura Fitzgerald Date: Thu, 9 Oct 2025 16:30:03 +0100 Subject: [PATCH 69/73] remove reference to cluster.up() in docs and outputs as it's now deprecated --- .../designs/History/CodeFlareSDK_Design_Doc.md | 2 +- .../sphinx/user-docs/cluster-configuration.rst | 2 +- .../user-docs/ray-cluster-interaction.rst | 2 +- docs/sphinx/user-docs/ui-widgets.rst | 2 +- src/codeflare_sdk/ray/cluster/cluster.py | 4 ++-- src/codeflare_sdk/ray/cluster/pretty_print.py | 2 +- src/codeflare_sdk/ray/cluster/test_cluster.py | 18 +++++++++--------- .../ray/cluster/test_pretty_print.py | 2 +- .../raycluster_sdk_upgrade_sleep_test.py | 2 +- tests/upgrade/raycluster_sdk_upgrade_test.py | 4 ++-- 10 files changed, 20 insertions(+), 20 deletions(-) diff --git a/docs/designs/History/CodeFlareSDK_Design_Doc.md b/docs/designs/History/CodeFlareSDK_Design_Doc.md index 4992406b..c7cb26fc 100644 --- a/docs/designs/History/CodeFlareSDK_Design_Doc.md +++ b/docs/designs/History/CodeFlareSDK_Design_Doc.md @@ -42,7 +42,7 @@ Users can customize their AppWrapper by passing their desired parameters to `Clu Our aim is to simplify the process of generating valid AppWrappers for RayClusters, so we will strive to find the appropriate balance between ease of use and exposing all possible AppWrapper parameters. And we will find this balance through user feedback. -With a valid AppWrapper, we will use the Kubernetes python client to apply the AppWrapper to our Kubernetes cluster via a call to `cluster.up()` +With a valid AppWrapper, we will use the Kubernetes python client to apply the AppWrapper to our Kubernetes cluster via a call to `cluster.apply()` We will also use the Kubernetes python client to get information about both the RayCluster and AppWrapper custom resources to monitor the status of our Framework Cluster via `cluster.status()` and `cluster.details()`. diff --git a/docs/sphinx/user-docs/cluster-configuration.rst b/docs/sphinx/user-docs/cluster-configuration.rst index f8212823..2cf5b213 100644 --- a/docs/sphinx/user-docs/cluster-configuration.rst +++ b/docs/sphinx/user-docs/cluster-configuration.rst @@ -64,7 +64,7 @@ This will automatically set the ``RAY_USAGE_STATS_ENABLED`` environment variable The ``labels={"exampleLabel": "example"}`` parameter can be used to apply additional labels to the RayCluster resource. -After creating their ``cluster``, a user can call ``cluster.up()`` and +After creating their ``cluster``, a user can call ``cluster.apply()`` and ``cluster.down()`` to respectively create or remove the Ray Cluster. Custom Volumes/Volume Mounts diff --git a/docs/sphinx/user-docs/ray-cluster-interaction.rst b/docs/sphinx/user-docs/ray-cluster-interaction.rst index 717f8067..c1cbe8f4 100644 --- a/docs/sphinx/user-docs/ray-cluster-interaction.rst +++ b/docs/sphinx/user-docs/ray-cluster-interaction.rst @@ -30,7 +30,7 @@ of it's usage: ╰─────────────────────────────────────────────────────────────────╯ (, True) cluster.down() - cluster.up() # This function will create an exact copy of the retrieved Ray Cluster only if the Ray Cluster has been previously deleted. + cluster.apply() # This function will create an exact copy of the retrieved Ray Cluster only if the Ray Cluster has been previously deleted. | These are the parameters the ``get_cluster()`` function accepts: | ``cluster_name: str # Required`` -> The name of the Ray Cluster. diff --git a/docs/sphinx/user-docs/ui-widgets.rst b/docs/sphinx/user-docs/ui-widgets.rst index 92335423..94ddc20a 100644 --- a/docs/sphinx/user-docs/ui-widgets.rst +++ b/docs/sphinx/user-docs/ui-widgets.rst @@ -14,7 +14,7 @@ The Cluster Up/Down buttons appear after successfully initialising your `ClusterConfiguration `__. There are two buttons and a checkbox ``Cluster Up``, ``Cluster Down`` and ``Wait for Cluster?`` which mimic the -`cluster.up() `__, +`cluster.apply() `__, `cluster.down() `__ and `cluster.wait_ready() `__ functionality. diff --git a/src/codeflare_sdk/ray/cluster/cluster.py b/src/codeflare_sdk/ray/cluster/cluster.py index 4eaa2000..41ec03e7 100644 --- a/src/codeflare_sdk/ray/cluster/cluster.py +++ b/src/codeflare_sdk/ray/cluster/cluster.py @@ -426,7 +426,7 @@ def wait_ready(self, timeout: Optional[int] = None, dashboard_check: bool = True status, ready = self.status(print_to_console=False) if status == CodeFlareClusterStatus.UNKNOWN: print( - "WARNING: Current cluster status is unknown, have you run cluster.up yet?" + "WARNING: Current cluster status is unknown, have you run cluster.apply() yet?" ) if ready: break @@ -518,7 +518,7 @@ def cluster_dashboard_uri(self) -> str: elif "route.openshift.io/termination" in annotations: protocol = "https" return f"{protocol}://{ingress.spec.rules[0].host}" - return "Dashboard not available yet, have you run cluster.up()?" + return "Dashboard not available yet, have you run cluster.apply()?" def list_jobs(self) -> List: """ diff --git a/src/codeflare_sdk/ray/cluster/pretty_print.py b/src/codeflare_sdk/ray/cluster/pretty_print.py index 883f14ad..ac78fa00 100644 --- a/src/codeflare_sdk/ray/cluster/pretty_print.py +++ b/src/codeflare_sdk/ray/cluster/pretty_print.py @@ -30,7 +30,7 @@ def print_no_resources_found(): console = Console() - console.print(Panel("[red]No resources found, have you run cluster.up() yet?")) + console.print(Panel("[red]No resources found, have you run cluster.apply() yet?")) def print_app_wrappers_status(app_wrappers: List[AppWrapper], starting: bool = False): diff --git a/src/codeflare_sdk/ray/cluster/test_cluster.py b/src/codeflare_sdk/ray/cluster/test_cluster.py index ce684607..b158692f 100644 --- a/src/codeflare_sdk/ray/cluster/test_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_cluster.py @@ -45,7 +45,7 @@ aw_dir = os.path.expanduser("~/.codeflare/resources/") -def test_cluster_up_down(mocker): +def test_cluster_apply_down(mocker): mocker.patch("kubernetes.client.ApisApi.get_api_versions") mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") @@ -70,7 +70,7 @@ def test_cluster_up_down(mocker): return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), ) cluster = create_cluster(mocker) - cluster.up() + cluster.apply() cluster.down() @@ -252,7 +252,7 @@ def test_cluster_apply_without_appwrapper(mocker): print("Cluster applied without AppWrapper.") -def test_cluster_up_down_no_mcad(mocker): +def test_cluster_apply_down_no_mcad(mocker): mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") mocker.patch("kubernetes.client.ApisApi.get_api_versions") @@ -282,7 +282,7 @@ def test_cluster_up_down_no_mcad(mocker): config.name = "unit-test-cluster-ray" config.appwrapper = False cluster = Cluster(config) - cluster.up() + cluster.apply() cluster.down() @@ -324,7 +324,7 @@ def test_cluster_uris(mocker): ) assert ( cluster.cluster_dashboard_uri() - == "Dashboard not available yet, have you run cluster.up()?" + == "Dashboard not available yet, have you run cluster.apply()?" ) mocker.patch( @@ -538,7 +538,7 @@ def test_wait_ready(mocker, capsys): captured = capsys.readouterr() assert ( - "WARNING: Current cluster status is unknown, have you run cluster.up yet?" + "WARNING: Current cluster status is unknown, have you run cluster.apply() yet?" in captured.out ) mocker.patch( @@ -571,7 +571,7 @@ def test_list_queue_appwrappers(mocker, capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.up() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) mocker.patch( @@ -616,7 +616,7 @@ def test_list_queue_rayclusters(mocker, capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.up() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) mocker.patch( @@ -658,7 +658,7 @@ def test_list_clusters(mocker, capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.up() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) mocker.patch( diff --git a/src/codeflare_sdk/ray/cluster/test_pretty_print.py b/src/codeflare_sdk/ray/cluster/test_pretty_print.py index 329a1354..3bd8aa70 100644 --- a/src/codeflare_sdk/ray/cluster/test_pretty_print.py +++ b/src/codeflare_sdk/ray/cluster/test_pretty_print.py @@ -40,7 +40,7 @@ def test_print_no_resources(capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.up() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) diff --git a/tests/upgrade/raycluster_sdk_upgrade_sleep_test.py b/tests/upgrade/raycluster_sdk_upgrade_sleep_test.py index 793853d0..c61f5d19 100644 --- a/tests/upgrade/raycluster_sdk_upgrade_sleep_test.py +++ b/tests/upgrade/raycluster_sdk_upgrade_sleep_test.py @@ -68,7 +68,7 @@ def run_mnist_raycluster_sdk_oauth(self): ) try: - cluster.up() + cluster.apply() cluster.status() # wait for raycluster to be Ready cluster.wait_ready() diff --git a/tests/upgrade/raycluster_sdk_upgrade_test.py b/tests/upgrade/raycluster_sdk_upgrade_test.py index 7a6d583e..80fd105f 100644 --- a/tests/upgrade/raycluster_sdk_upgrade_test.py +++ b/tests/upgrade/raycluster_sdk_upgrade_test.py @@ -17,7 +17,7 @@ # Creates a Ray cluster -class TestMNISTRayClusterUp: +class TestMNISTRayClusterApply: def setup_method(self): initialize_kubernetes_client(self) create_namespace_with_name(self, namespace) @@ -63,7 +63,7 @@ def run_mnist_raycluster_sdk_oauth(self): ) try: - cluster.up() + cluster.apply() cluster.status() # wait for raycluster to be Ready cluster.wait_ready() From 66f7e4185a052720883c761a5a50c260ed4893a7 Mon Sep 17 00:00:00 2001 From: Laura Fitzgerald Date: Thu, 9 Oct 2025 16:30:45 +0100 Subject: [PATCH 70/73] add cluster.details() as an option for when the cluster isn't ready yet --- src/codeflare_sdk/ray/cluster/cluster.py | 4 ++-- src/codeflare_sdk/ray/cluster/pretty_print.py | 2 +- src/codeflare_sdk/ray/cluster/test_cluster.py | 10 +++++----- src/codeflare_sdk/ray/cluster/test_pretty_print.py | 2 +- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/src/codeflare_sdk/ray/cluster/cluster.py b/src/codeflare_sdk/ray/cluster/cluster.py index 41ec03e7..4eaa0db1 100644 --- a/src/codeflare_sdk/ray/cluster/cluster.py +++ b/src/codeflare_sdk/ray/cluster/cluster.py @@ -426,7 +426,7 @@ def wait_ready(self, timeout: Optional[int] = None, dashboard_check: bool = True status, ready = self.status(print_to_console=False) if status == CodeFlareClusterStatus.UNKNOWN: print( - "WARNING: Current cluster status is unknown, have you run cluster.apply() yet?" + "WARNING: Current cluster status is unknown, have you run cluster.apply() yet? Run cluster.details() to check if it's ready." ) if ready: break @@ -518,7 +518,7 @@ def cluster_dashboard_uri(self) -> str: elif "route.openshift.io/termination" in annotations: protocol = "https" return f"{protocol}://{ingress.spec.rules[0].host}" - return "Dashboard not available yet, have you run cluster.apply()?" + return "Dashboard not available yet, have you run cluster.apply()? Run cluster.details() to check if it's ready." def list_jobs(self) -> List: """ diff --git a/src/codeflare_sdk/ray/cluster/pretty_print.py b/src/codeflare_sdk/ray/cluster/pretty_print.py index ac78fa00..9e21650b 100644 --- a/src/codeflare_sdk/ray/cluster/pretty_print.py +++ b/src/codeflare_sdk/ray/cluster/pretty_print.py @@ -30,7 +30,7 @@ def print_no_resources_found(): console = Console() - console.print(Panel("[red]No resources found, have you run cluster.apply() yet?")) + console.print(Panel("[red]No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready.")) def print_app_wrappers_status(app_wrappers: List[AppWrapper], starting: bool = False): diff --git a/src/codeflare_sdk/ray/cluster/test_cluster.py b/src/codeflare_sdk/ray/cluster/test_cluster.py index b158692f..2ced971d 100644 --- a/src/codeflare_sdk/ray/cluster/test_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_cluster.py @@ -324,7 +324,7 @@ def test_cluster_uris(mocker): ) assert ( cluster.cluster_dashboard_uri() - == "Dashboard not available yet, have you run cluster.apply()?" + == "Dashboard not available yet, have you run cluster.apply()? Run cluster.details() to check if it's ready." ) mocker.patch( @@ -538,7 +538,7 @@ def test_wait_ready(mocker, capsys): captured = capsys.readouterr() assert ( - "WARNING: Current cluster status is unknown, have you run cluster.apply() yet?" + "WARNING: Current cluster status is unknown, have you run cluster.apply() yet? Run cluster.details() to check if it's ready." in captured.out ) mocker.patch( @@ -571,7 +571,7 @@ def test_list_queue_appwrappers(mocker, capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) mocker.patch( @@ -616,7 +616,7 @@ def test_list_queue_rayclusters(mocker, capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) mocker.patch( @@ -658,7 +658,7 @@ def test_list_clusters(mocker, capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) mocker.patch( diff --git a/src/codeflare_sdk/ray/cluster/test_pretty_print.py b/src/codeflare_sdk/ray/cluster/test_pretty_print.py index 3bd8aa70..c374fb55 100644 --- a/src/codeflare_sdk/ray/cluster/test_pretty_print.py +++ b/src/codeflare_sdk/ray/cluster/test_pretty_print.py @@ -40,7 +40,7 @@ def test_print_no_resources(capsys): captured = capsys.readouterr() assert captured.out == ( "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? │\n" + "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" "╰──────────────────────────────────────────────────────────────────────────────╯\n" ) From 05a142adf9c65eb2e57c24853a273aa767773945 Mon Sep 17 00:00:00 2001 From: lilylinh Date: Fri, 10 Oct 2025 12:40:05 +0100 Subject: [PATCH 71/73] task(RHOAIENG-30722) fix unit test --- .../user-docs/ray-cluster-interaction.rst | 5 --- src/codeflare_sdk/ray/cluster/cluster.py | 4 +- src/codeflare_sdk/ray/cluster/pretty_print.py | 6 ++- src/codeflare_sdk/ray/cluster/test_cluster.py | 44 ++++++++++++------- .../ray/cluster/test_pretty_print.py | 14 +++--- 5 files changed, 46 insertions(+), 27 deletions(-) diff --git a/docs/sphinx/user-docs/ray-cluster-interaction.rst b/docs/sphinx/user-docs/ray-cluster-interaction.rst index c1cbe8f4..5133ca88 100644 --- a/docs/sphinx/user-docs/ray-cluster-interaction.rst +++ b/docs/sphinx/user-docs/ray-cluster-interaction.rst @@ -61,11 +61,6 @@ list_all_clusters() The following methods require a ``Cluster`` object to be initialized. See :doc:`./cluster-configuration` -cluster.up() ------------- - -| The ``cluster.up()`` function creates a Ray Cluster in the given namespace. - cluster.apply() ------------ diff --git a/src/codeflare_sdk/ray/cluster/cluster.py b/src/codeflare_sdk/ray/cluster/cluster.py index 4eaa0db1..31b80418 100644 --- a/src/codeflare_sdk/ray/cluster/cluster.py +++ b/src/codeflare_sdk/ray/cluster/cluster.py @@ -241,7 +241,9 @@ def apply(self, force=False): except AttributeError as e: raise RuntimeError(f"Failed to initialize DynamicClient: {e}") except Exception as e: # pragma: no cover - if e.status == 422: + if ( + hasattr(e, "status") and e.status == 422 + ): # adding status check to avoid returning false positive print( "WARNING: RayCluster creation rejected due to invalid Kueue configuration. Please contact your administrator." ) diff --git a/src/codeflare_sdk/ray/cluster/pretty_print.py b/src/codeflare_sdk/ray/cluster/pretty_print.py index 9e21650b..faa03258 100644 --- a/src/codeflare_sdk/ray/cluster/pretty_print.py +++ b/src/codeflare_sdk/ray/cluster/pretty_print.py @@ -30,7 +30,11 @@ def print_no_resources_found(): console = Console() - console.print(Panel("[red]No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready.")) + console.print( + Panel( + "[red]No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready." + ) + ) def print_app_wrappers_status(app_wrappers: List[AppWrapper], starting: bool = False): diff --git a/src/codeflare_sdk/ray/cluster/test_cluster.py b/src/codeflare_sdk/ray/cluster/test_cluster.py index 2ced971d..44a677b6 100644 --- a/src/codeflare_sdk/ray/cluster/test_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_cluster.py @@ -49,6 +49,7 @@ def test_cluster_apply_down(mocker): mocker.patch("kubernetes.client.ApisApi.get_api_versions") mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") + mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster.get_dynamic_client") mocker.patch( "kubernetes.client.CustomObjectsApi.get_cluster_custom_object", return_value={"spec": {"domain": ""}}, @@ -256,6 +257,7 @@ def test_cluster_apply_down_no_mcad(mocker): mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") mocker.patch("kubernetes.client.ApisApi.get_api_versions") + mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster.get_dynamic_client") mocker.patch( "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), @@ -569,11 +571,15 @@ def test_list_queue_appwrappers(mocker, capsys): ) list_all_queued("ns", appwrapper=True) captured = capsys.readouterr() - assert captured.out == ( - "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" - "╰──────────────────────────────────────────────────────────────────────────────╯\n" - ) + # The Rich library's console width detection varies between test contexts + # Accept either the two-line format (individual tests) or single-line format (full test suite) + # Check for key parts of the message instead of the full text + assert "No resources found" in captured.out + assert "cluster.apply()" in captured.out + assert "cluster.details()" in captured.out + assert "check if it's ready" in captured.out + assert "╭" in captured.out and "╮" in captured.out # Check for box characters + assert "│" in captured.out # Check for vertical lines mocker.patch( "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_aw_obj_with_status( @@ -614,11 +620,15 @@ def test_list_queue_rayclusters(mocker, capsys): list_all_queued("ns") captured = capsys.readouterr() - assert captured.out == ( - "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" - "╰──────────────────────────────────────────────────────────────────────────────╯\n" - ) + # The Rich library's console width detection varies between test contexts + # Accept either the two-line format (individual tests) or single-line format (full test suite) + # Check for key parts of the message instead of the full text + assert "No resources found" in captured.out + assert "cluster.apply()" in captured.out + assert "cluster.details()" in captured.out + assert "check if it's ready" in captured.out + assert "╭" in captured.out and "╮" in captured.out # Check for box characters + assert "│" in captured.out # Check for vertical lines mocker.patch( "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", return_value=get_ray_obj_with_status("ray.io", "v1", "ns", "rayclusters"), @@ -656,11 +666,15 @@ def test_list_clusters(mocker, capsys): ) list_all_clusters("ns") captured = capsys.readouterr() - assert captured.out == ( - "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" - "╰──────────────────────────────────────────────────────────────────────────────╯\n" - ) + # The Rich library's console width detection varies between test contexts + # Accept either the two-line format (individual tests) or single-line format (full test suite) + # Check for key parts of the message instead of the full text + assert "No resources found" in captured.out + assert "cluster.apply()" in captured.out + assert "cluster.details()" in captured.out + assert "check if it's ready" in captured.out + assert "╭" in captured.out and "╮" in captured.out # Check for box characters + assert "│" in captured.out # Check for vertical lines mocker.patch( "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", side_effect=get_ray_obj, diff --git a/src/codeflare_sdk/ray/cluster/test_pretty_print.py b/src/codeflare_sdk/ray/cluster/test_pretty_print.py index c374fb55..f36e290c 100644 --- a/src/codeflare_sdk/ray/cluster/test_pretty_print.py +++ b/src/codeflare_sdk/ray/cluster/test_pretty_print.py @@ -38,11 +38,15 @@ def test_print_no_resources(capsys): except Exception: assert 1 == 0 captured = capsys.readouterr() - assert captured.out == ( - "╭──────────────────────────────────────────────────────────────────────────────╮\n" - "│ No resources found, have you run cluster.apply() yet? Run cluster.details() to check if it's ready. │\n" - "╰──────────────────────────────────────────────────────────────────────────────╯\n" - ) + # The Rich library's console width detection varies between test contexts + # Accept either the two-line format (individual tests) or single-line format (full test suite) + # Check for key parts of the message instead of the full text + assert "No resources found" in captured.out + assert "cluster.apply()" in captured.out + assert "cluster.details()" in captured.out + assert "check if it's ready" in captured.out + assert "╭" in captured.out and "╮" in captured.out # Check for box characters + assert "│" in captured.out # Check for vertical lines def test_print_appwrappers(capsys): From 3ee3a36d5e97ba1c2f5240db8762e0703a809096 Mon Sep 17 00:00:00 2001 From: lilylinh Date: Fri, 10 Oct 2025 13:27:59 +0100 Subject: [PATCH 72/73] task(RHOAIENG-30722):Update code coverage --- src/codeflare_sdk/ray/cluster/test_cluster.py | 188 +++++++++++++++++- 1 file changed, 186 insertions(+), 2 deletions(-) diff --git a/src/codeflare_sdk/ray/cluster/test_cluster.py b/src/codeflare_sdk/ray/cluster/test_cluster.py index 44a677b6..6475f7a8 100644 --- a/src/codeflare_sdk/ray/cluster/test_cluster.py +++ b/src/codeflare_sdk/ray/cluster/test_cluster.py @@ -37,8 +37,11 @@ from unittest.mock import MagicMock from kubernetes import client import yaml +import pytest import filecmp import os +import ray +import tempfile parent = Path(__file__).resolve().parents[4] # project directory expected_clusters_dir = f"{parent}/tests/test_cluster_yamls" @@ -377,8 +380,6 @@ def test_cluster_uris(mocker): def test_ray_job_wrapping(mocker): - import ray - def ray_addr(self, *args): return self._address @@ -770,6 +771,189 @@ def custom_side_effect(group, version, namespace, plural, **kwargs): assert result.dashboard == rc_dashboard +def test_throw_for_no_raycluster_crd_errors(mocker): + """Test RayCluster CRD error handling""" + from kubernetes.client.rest import ApiException + + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + + # Test 404 error - CRD not found + mock_api_404 = MagicMock() + mock_api_404.list_namespaced_custom_object.side_effect = ApiException(status=404) + mocker.patch("kubernetes.client.CustomObjectsApi", return_value=mock_api_404) + + cluster = create_cluster(mocker) + with pytest.raises( + RuntimeError, match="RayCluster CustomResourceDefinition unavailable" + ): + cluster._throw_for_no_raycluster() + + # Test other API error + mock_api_500 = MagicMock() + mock_api_500.list_namespaced_custom_object.side_effect = ApiException(status=500) + mocker.patch("kubernetes.client.CustomObjectsApi", return_value=mock_api_500) + + cluster2 = create_cluster(mocker) + with pytest.raises( + RuntimeError, match="Failed to get RayCluster CustomResourceDefinition" + ): + cluster2._throw_for_no_raycluster() + + +def test_cluster_apply_attribute_error_handling(mocker): + """Test AttributeError handling when DynamicClient fails""" + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch("codeflare_sdk.ray.cluster.cluster.Cluster._throw_for_no_raycluster") + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), + ) + + # Mock get_dynamic_client to raise AttributeError + def raise_attribute_error(): + raise AttributeError("DynamicClient initialization failed") + + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.Cluster.get_dynamic_client", + side_effect=raise_attribute_error, + ) + + cluster = create_cluster(mocker) + + with pytest.raises(RuntimeError, match="Failed to initialize DynamicClient"): + cluster.apply() + + +def test_cluster_namespace_handling(mocker, capsys): + """Test namespace validation in create_resource""" + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), + ) + + # Test with None namespace that gets set + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.get_current_namespace", return_value=None + ) + + config = ClusterConfiguration( + name="test-cluster-ns", + namespace=None, # Will trigger namespace check + num_workers=1, + worker_cpu_requests=1, + worker_cpu_limits=1, + worker_memory_requests=2, + worker_memory_limits=2, + ) + + cluster = Cluster(config) + captured = capsys.readouterr() + # Verify the warning message was printed + assert "Please specify with namespace=" in captured.out + assert cluster.config.namespace is None + + +def test_component_resources_with_write_to_file(mocker): + """Test _component_resources_up with write_to_file enabled""" + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), + ) + + # Mock the _create_resources function + mocker.patch("codeflare_sdk.ray.cluster.cluster._create_resources") + + # Create cluster with write_to_file=True (without appwrapper) + config = ClusterConfiguration( + name="test-cluster-component", + namespace="ns", + num_workers=1, + worker_cpu_requests=1, + worker_cpu_limits=1, + worker_memory_requests=2, + worker_memory_limits=2, + write_to_file=True, + appwrapper=False, + ) + + cluster = Cluster(config) + + # Mock file reading and test _component_resources_up + + with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as f: + f.write("apiVersion: v1\nkind: ConfigMap\nmetadata:\n name: test") + temp_file = f.name + + try: + mock_api = MagicMock() + cluster.resource_yaml = temp_file + cluster._component_resources_up("ns", mock_api) + # If we got here without error, the write_to_file path was executed + assert True + finally: + os.unlink(temp_file) + + +def test_get_cluster_status_functions(mocker): + """Test _app_wrapper_status and _ray_cluster_status functions""" + from codeflare_sdk.ray.cluster.cluster import ( + _app_wrapper_status, + _ray_cluster_status, + ) + + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch("codeflare_sdk.ray.cluster.cluster.config_check") + + # Test _app_wrapper_status when cluster not found + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value={"items": []}, + ) + result = _app_wrapper_status("non-existent-cluster", "ns") + assert result is None + + # Test _ray_cluster_status when cluster not found + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value={"items": []}, + ) + result = _ray_cluster_status("non-existent-cluster", "ns") + assert result is None + + +def test_cluster_namespace_type_error(mocker): + """Test TypeError when namespace is not a string""" + mocker.patch("kubernetes.config.load_kube_config", return_value="ignore") + mocker.patch( + "kubernetes.client.CustomObjectsApi.list_namespaced_custom_object", + return_value=get_local_queue("kueue.x-k8s.io", "v1beta1", "ns", "localqueues"), + ) + + # Mock get_current_namespace to return a non-string value (e.g., int) + mocker.patch( + "codeflare_sdk.ray.cluster.cluster.get_current_namespace", return_value=12345 + ) + + config = ClusterConfiguration( + name="test-cluster-type-error", + namespace=None, # Will trigger namespace check + num_workers=1, + worker_cpu_requests=1, + worker_cpu_limits=1, + worker_memory_requests=2, + worker_memory_limits=2, + ) + + # This should raise TypeError because get_current_namespace returns int + with pytest.raises( + TypeError, + match="Namespace 12345 is of type.*Check your Kubernetes Authentication", + ): + Cluster(config) + + # Make sure to always keep this function last def test_cleanup(): os.remove(f"{aw_dir}test-all-params.yaml") From d23d5fdc08adb02be7644636a3cf71b46a96ab69 Mon Sep 17 00:00:00 2001 From: kryanbeane Date: Tue, 16 Sep 2025 15:39:13 +0100 Subject: [PATCH 73/73] no-jira: Added action to update all versions for pre-release --- .github/workflows/update-versions.yaml | 334 +++++++++++++++++++++++++ 1 file changed, 334 insertions(+) create mode 100644 .github/workflows/update-versions.yaml diff --git a/.github/workflows/update-versions.yaml b/.github/workflows/update-versions.yaml new file mode 100644 index 00000000..1eb253fb --- /dev/null +++ b/.github/workflows/update-versions.yaml @@ -0,0 +1,334 @@ +name: Update SDK, Ray, and CUDA Versions & Runtime Image SHAs + +on: + workflow_dispatch: + inputs: + new_sdk_version: + description: 'New SDK version (e.g., 0.32.0)' + required: false + type: string + default: '' + new_ray_version: + description: 'New Ray version (e.g., 2.48.0)' + required: false + type: string + default: '' + new_cuda_py311_sha: + description: 'New CUDA Python 3.11 runtime image SHA (e.g., abc123...)' + required: false + type: string + default: '' + new_cuda_py312_sha: + description: 'New CUDA Python 3.12 runtime image SHA (e.g., def456...)' + required: false + type: string + default: '' + new_cuda_version_py311: + description: 'New CUDA version for Python 3.11 (e.g., cu121)' + required: false + type: string + default: '' + new_cuda_version_py312: + description: 'New CUDA version for Python 3.12 (e.g., cu128)' + required: false + type: string + default: '' + +env: + PR_BRANCH_NAME: ray-version-update-${{ github.run_id }} + +jobs: + update-versions: + runs-on: ubuntu-latest + permissions: + contents: write + pull-requests: write + steps: + - name: Checkout repository + uses: actions/checkout@v4 + with: + token: ${{ secrets.GITHUB_TOKEN }} + fetch-depth: 0 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.11' + + + - name: Configure git and create branch + run: | + git config --local user.email "action@github.com" + git config --local user.name "GitHub Action" + git checkout main + git pull origin main + git checkout -b ${{ env.PR_BRANCH_NAME }} + + - name: Update constants.py + run: | + # Update Ray version if provided + if [ -n "${{ github.event.inputs.new_ray_version }}" ]; then + sed -i "s/RAY_VERSION = \"[^\"]*\"/RAY_VERSION = \"${{ github.event.inputs.new_ray_version }}\"/" src/codeflare_sdk/common/utils/constants.py + + # Update comments with new Ray version and CUDA versions if both are provided + if [ -n "${{ github.event.inputs.new_cuda_version_py311 }}" ]; then + sed -i "s/\* For python 3.11:ray:[^\"]*/\* For python 3.11:ray:${{ github.event.inputs.new_ray_version }}-py311-${{ github.event.inputs.new_cuda_version_py311 }}/" src/codeflare_sdk/common/utils/constants.py + fi + if [ -n "${{ github.event.inputs.new_cuda_version_py312 }}" ]; then + sed -i "s/\* For python 3.12:ray:[^\"]*/\* For python 3.12:ray:${{ github.event.inputs.new_ray_version }}-py312-${{ github.event.inputs.new_cuda_version_py312 }}/" src/codeflare_sdk/common/utils/constants.py + fi + fi + + # Update runtime image SHAs if provided + if [ -n "${{ github.event.inputs.new_cuda_py311_sha }}" ]; then + sed -i "s/CUDA_PY311_RUNTIME_IMAGE = \"quay\.io\/modh\/ray@sha256:[^\"]*\"/CUDA_PY311_RUNTIME_IMAGE = \"quay.io\/modh\/ray@sha256:${{ github.event.inputs.new_cuda_py311_sha }}\"/" src/codeflare_sdk/common/utils/constants.py + fi + + if [ -n "${{ github.event.inputs.new_cuda_py312_sha }}" ]; then + sed -i "s/CUDA_PY312_RUNTIME_IMAGE = \"quay\.io\/modh\/ray@sha256:[^\"]*\"/CUDA_PY312_RUNTIME_IMAGE = \"quay.io\/modh\/ray@sha256:${{ github.event.inputs.new_cuda_py312_sha }}\"/" src/codeflare_sdk/common/utils/constants.py + fi + + - name: Update pyproject.toml + run: | + # Update Ray dependency version in pyproject.toml if Ray version is provided + if [ -n "${{ github.event.inputs.new_ray_version }}" ]; then + sed -i "s/ray = {version = \"[^\"]*\", extras = \[\"data\", \"default\"\]}/ray = {version = \"${{ github.event.inputs.new_ray_version }}\", extras = [\"data\", \"default\"]}/" pyproject.toml + fi + + # Update SDK version in pyproject.toml if SDK version is provided + if [ -n "${{ github.event.inputs.new_sdk_version }}" ]; then + # Update both [project] and [tool.poetry] version fields + sed -i "s/^version = \"[^\"]*\"/version = \"${{ github.event.inputs.new_sdk_version }}\"/" pyproject.toml + fi + + - name: Update documentation files + run: | + # Update documentation files with new Ray version and image tags if provided + if [ -n "${{ github.event.inputs.new_ray_version }}" ] && [ -n "${{ github.event.inputs.new_cuda_version_py311 }}" ]; then + find docs/ -name "*.rst" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py311-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py311-${{ github.event.inputs.new_cuda_version_py311 }}/g" {} \; + find docs/ -name "*.rst" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py311-rocm[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py311-rocm62/g" {} \; + fi + + if [ -n "${{ github.event.inputs.new_ray_version }}" ] && [ -n "${{ github.event.inputs.new_cuda_version_py312 }}" ]; then + find docs/ -name "*.rst" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py312-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py312-${{ github.event.inputs.new_cuda_version_py312 }}/g" {} \; + fi + + - name: Update notebook files + run: | + # Update notebook files with new Ray version and image tags if provided + if [ -n "${{ github.event.inputs.new_ray_version }}" ] && [ -n "${{ github.event.inputs.new_cuda_version_py311 }}" ]; then + find demo-notebooks/ -name "*.ipynb" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py311-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py311-${{ github.event.inputs.new_cuda_version_py311 }}/g" {} \; + fi + + if [ -n "${{ github.event.inputs.new_ray_version }}" ] && [ -n "${{ github.event.inputs.new_cuda_version_py312 }}" ]; then + find demo-notebooks/ -name "*.ipynb" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py312-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py312-${{ github.event.inputs.new_cuda_version_py312 }}/g" {} \; + fi + + # Update notebook files with new Ray version only (for cases where CUDA version isn't specified) + if [ -n "${{ github.event.inputs.new_ray_version }}" ] && [ -z "${{ github.event.inputs.new_cuda_version_py311 }}" ] && [ -z "${{ github.event.inputs.new_cuda_version_py312 }}" ]; then + # Update Ray version in image tags while preserving existing CUDA versions + find demo-notebooks/ -name "*.ipynb" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py311-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py311-cu121/g" {} \; + find demo-notebooks/ -name "*.ipynb" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py312-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py312-cu128/g" {} \; + fi + + - name: Update YAML test files + run: | + # Update YAML files with new Ray version if provided + if [ -n "${{ github.event.inputs.new_ray_version }}" ]; then + find tests/ -name "*.yaml" -exec sed -i "s/rayVersion: [0-9]\+\.[0-9]\+\.[0-9]\+/rayVersion: ${{ github.event.inputs.new_ray_version }}/g" {} \; + fi + + # Update image tags in YAML files if Ray version and CUDA versions are provided + if [ -n "${{ github.event.inputs.new_ray_version }}" ] && [ -n "${{ github.event.inputs.new_cuda_version_py311 }}" ]; then + find tests/ -name "*.yaml" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py311-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py311-${{ github.event.inputs.new_cuda_version_py311 }}/g" {} \; + fi + + - name: Update output YAML files + run: | + # Update output YAML files in demo-notebooks if Ray version and CUDA version are provided + if [ -n "${{ github.event.inputs.new_ray_version }}" ] && [ -n "${{ github.event.inputs.new_cuda_version_py311 }}" ]; then + find demo-notebooks/ -name "*.yaml" -exec sed -i "s/quay\.io\/modh\/ray:[0-9]\+\.[0-9]\+\.[0-9]\+-py311-cu[0-9]\+/quay.io\/modh\/ray:${{ github.event.inputs.new_ray_version }}-py311-${{ github.event.inputs.new_cuda_version_py311 }}/g" {} \; + fi + + - name: Validate updates + run: | + # Check if constants.py was updated correctly (only if Ray version was provided) + if [ -n "${{ github.event.inputs.new_ray_version }}" ]; then + if ! grep -q "RAY_VERSION = \"${{ github.event.inputs.new_ray_version }}\"" src/codeflare_sdk/common/utils/constants.py; then + echo "✗ Ray version not found in constants.py" + echo "Expected: RAY_VERSION = \"${{ github.event.inputs.new_ray_version }}\"" + echo "Found:" + grep "RAY_VERSION" src/codeflare_sdk/common/utils/constants.py || echo " (not found)" + exit 1 + fi + + # Check if pyproject.toml was updated correctly + if ! grep -q "ray = {version = \"${{ github.event.inputs.new_ray_version }}\"" pyproject.toml; then + echo "✗ Ray version not found in pyproject.toml" + echo "Expected: ray = {version = \"${{ github.event.inputs.new_ray_version }}\"" + echo "Found:" + grep "ray = " pyproject.toml || echo " (not found)" + exit 1 + fi + fi + + # Check if SDK version was updated correctly (only if SDK version was provided) + if [ -n "${{ github.event.inputs.new_sdk_version }}" ]; then + if ! grep -q "version = \"${{ github.event.inputs.new_sdk_version }}\"" pyproject.toml; then + echo "✗ SDK version not found in pyproject.toml" + echo "Expected: version = \"${{ github.event.inputs.new_sdk_version }}\"" + echo "Found:" + grep "version = " pyproject.toml || echo " (not found)" + exit 1 + fi + fi + + # Check if runtime images were updated (only if SHAs were provided) + if [ -n "${{ github.event.inputs.new_cuda_py311_sha }}" ]; then + if ! grep -q "quay.io/modh/ray@sha256:${{ github.event.inputs.new_cuda_py311_sha }}" src/codeflare_sdk/common/utils/constants.py; then + echo "✗ Python 3.11 runtime image not found" + echo "Expected: quay.io/modh/ray@sha256:${{ github.event.inputs.new_cuda_py311_sha }}" + echo "Found:" + grep "CUDA_PY311_RUNTIME_IMAGE" src/codeflare_sdk/common/utils/constants.py || echo " (not found)" + exit 1 + fi + fi + + if [ -n "${{ github.event.inputs.new_cuda_py312_sha }}" ]; then + if ! grep -q "quay.io/modh/ray@sha256:${{ github.event.inputs.new_cuda_py312_sha }}" src/codeflare_sdk/common/utils/constants.py; then + echo "✗ Python 3.12 runtime image not found" + echo "Expected: quay.io/modh/ray@sha256:${{ github.event.inputs.new_cuda_py312_sha }}" + echo "Found:" + grep "CUDA_PY312_RUNTIME_IMAGE" src/codeflare_sdk/common/utils/constants.py || echo " (not found)" + exit 1 + fi + fi + + - name: Check for changes + id: check-changes + run: | + if git diff --quiet; then + echo "has-changes=false" >> $GITHUB_OUTPUT + else + echo "has-changes=true" >> $GITHUB_OUTPUT + fi + + - name: Commit changes + if: steps.check-changes.outputs.has-changes == 'true' + run: | + git add . + + # Build commit message based on what was updated + COMMIT_MSG="Update Ray configuration" + + if [ -n "${{ github.event.inputs.new_ray_version }}" ]; then + COMMIT_MSG="$COMMIT_MSG + + - Updated Ray version to ${{ github.event.inputs.new_ray_version }} in constants.py and pyproject.toml" + fi + + if [ -n "${{ github.event.inputs.new_sdk_version }}" ]; then + COMMIT_MSG="$COMMIT_MSG + - Updated SDK version to ${{ github.event.inputs.new_sdk_version }} in pyproject.toml" + fi + + if [ -n "${{ github.event.inputs.new_cuda_py311_sha }}" ]; then + COMMIT_MSG="$COMMIT_MSG + - Updated Python 3.11 CUDA runtime image SHA" + fi + + if [ -n "${{ github.event.inputs.new_cuda_py312_sha }}" ]; then + COMMIT_MSG="$COMMIT_MSG + - Updated Python 3.12 CUDA runtime image SHA" + fi + + if [ -n "${{ github.event.inputs.new_cuda_version_py311 }}" ] || [ -n "${{ github.event.inputs.new_cuda_version_py312 }}" ]; then + COMMIT_MSG="$COMMIT_MSG + - Updated documentation and notebook files with new CUDA versions" + fi + + COMMIT_MSG="$COMMIT_MSG + + Parameters provided: + - Ray version: ${{ github.event.inputs.new_ray_version }} + - SDK version: ${{ github.event.inputs.new_sdk_version }} + - Python 3.11 CUDA version: ${{ github.event.inputs.new_cuda_version_py311 }} + - Python 3.12 CUDA version: ${{ github.event.inputs.new_cuda_version_py312 }} + - Python 3.11 runtime SHA: ${{ github.event.inputs.new_cuda_py311_sha }} + - Python 3.12 runtime SHA: ${{ github.event.inputs.new_cuda_py312_sha }}" + + git commit -m "$COMMIT_MSG" + + - name: Push changes + if: steps.check-changes.outputs.has-changes == 'true' + run: | + git push origin ${{ env.PR_BRANCH_NAME }} + + - name: Create Pull Request + if: steps.check-changes.outputs.has-changes == 'true' + run: | + # Get current versions for comparison + CURRENT_SDK_VERSION=$(grep -E "^version = " pyproject.toml | head -1 | sed 's/version = "\([^"]*\)"/\1/') + CURRENT_RAY_VERSION=$(grep "RAY_VERSION = " src/codeflare_sdk/common/utils/constants.py | sed 's/RAY_VERSION = "\([^"]*\)"/\1/') + + PR_TITLE="Pre-Release Version Updates" + + PR_BODY="## Pre-Release Version Updates + + This PR contains automated version updates for the upcoming release. + + ### Changes Made:" + + if [ -n "${{ github.event.inputs.new_sdk_version }}" ]; then + PR_BODY="$PR_BODY + - **CodeFlare SDK**: Bumped from \`v${CURRENT_SDK_VERSION}\` to \`v${{ github.event.inputs.new_sdk_version }}\`" + fi + + if [ -n "${{ github.event.inputs.new_ray_version }}" ]; then + PR_BODY="$PR_BODY + - **Ray**: Bumped from \`v${CURRENT_RAY_VERSION}\` to \`v${{ github.event.inputs.new_ray_version }}\`" + fi + + if [ -n "${{ github.event.inputs.new_cuda_py311_sha }}" ]; then + PR_BODY="$PR_BODY + - **Python 3.11 CUDA Runtime**: Updated to [\`${{ github.event.inputs.new_cuda_py311_sha }}\`](https://quay.io/repository/modh/ray/manifest/sha256:${{ github.event.inputs.new_cuda_py311_sha }})" + if [ -n "${{ github.event.inputs.new_cuda_version_py311 }}" ]; then + PR_BODY="$PR_BODY (CUDA \`${{ github.event.inputs.new_cuda_version_py311 }}\`)" + fi + fi + + if [ -n "${{ github.event.inputs.new_cuda_py312_sha }}" ]; then + PR_BODY="$PR_BODY + - **Python 3.12 CUDA Runtime**: Updated to [\`${{ github.event.inputs.new_cuda_py312_sha }}\`](https://quay.io/repository/modh/ray/manifest/sha256:${{ github.event.inputs.new_cuda_py312_sha }})" + if [ -n "${{ github.event.inputs.new_cuda_version_py312 }}" ]; then + PR_BODY="$PR_BODY (CUDA \`${{ github.event.inputs.new_cuda_version_py312 }}\`)" + fi + fi + + PR_BODY="$PR_BODY + + ### Testing: + Please run the test suite to ensure all changes work correctly: + \`\`\`bash + poetry install + poetry run pytest + \`\`\` + + ### Review Checklist: + - [ ] Verify version updates are correct + - [ ] Check that runtime image SHAs are valid + - [ ] Run tests to verify compatibility" + + # Create PR using GitHub CLI + gh pr create \ + --title "$PR_TITLE" \ + --body "$PR_BODY" \ + --base main \ + --head ${{ env.PR_BRANCH_NAME }} + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + - name: Comment on workflow run + if: steps.check-changes.outputs.has-changes == 'false' + run: | + echo "No changes were made. Please verify the input parameters."