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["main"] +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"}, +] + +[package.extras] +docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"] +optional = ["python-socks", "wsaccel"] +test = ["websockets"] + [[package]] name = "wrapt" version = "1.17.3" @@ -3110,4 +3248,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.1" python-versions = ">=3.10,<4.0" -content-hash = "089d5de10077bbd8575f00e7a5c291ce823a3d6dee613aca3d147a51e6393d83" +content-hash = "106fc38279f7af4b4bff79daee6844fce4f89fe95997a389e677fa04930e1750" diff --git a/rats-devtools/pyproject.toml b/rats-devtools/pyproject.toml index 5eabc877..2abdb27e 100644 --- a/rats-devtools/pyproject.toml +++ b/rats-devtools/pyproject.toml @@ -14,6 +14,7 @@ license = "MIT" dependencies = [ "rats-apps", "click", + "kubernetes", "toml", "twine", # workflowing @@ -61,6 +62,7 @@ rats-ci = "rats.ci:main" rats-docs = "rats.docs:main" rats-ez = "rats.ez:main" rats-aml = "rats.aml:main" +rats-k8s = "rats.k8s:main" [project.entry-points."rats.runtime.apps"] "rats_e2e.aml.basic" = "rats_e2e.aml.basic:Application" diff --git a/rats-devtools/src/rats/k8s/__init__.py b/rats-devtools/src/rats/k8s/__init__.py new file mode 100644 index 00000000..90e95b39 --- /dev/null +++ b/rats-devtools/src/rats/k8s/__init__.py @@ -0,0 +1,8 @@ +"""Submit commands to kubernetes clusters.""" + +from ._app import Application, main + +__all__ = [ + "Application", + "main", +] diff --git a/rats-devtools/src/rats/k8s/_app.py b/rats-devtools/src/rats/k8s/_app.py new file mode 100644 index 00000000..90a2f5bc --- /dev/null +++ b/rats-devtools/src/rats/k8s/_app.py @@ -0,0 +1,206 @@ +import json +import logging +import os +import subprocess +import sys +from collections.abc import Collection, Iterator +from datetime import datetime +from functools import cache +from importlib import resources +from pathlib import Path +from typing import Any +from uuid import uuid4 + +import click +import yaml + +from rats import app_context as app_context +from rats import apps as apps +from rats import cli as cli +from rats import logs as logs +from rats import projects +from rats_resources import k8s + +from ._kustomize import KustomizeImage +from ._utils import hash_value +from ._workflow_jobs import KustomizeBuild + +logger = logging.getLogger(__name__) + + +@apps.autoscope +class AppConfigs: + K8S_CONFIG_CONTEXT = apps.ServiceId[str]("k8s-config-context.config") + APP_CONTEXT = apps.ServiceId[app_context.Context[Any]]("app-context.config-group.config") + """Service group containing context services to attach to the submitted k8s process.""" + RUN_ID = apps.ServiceId[str]("run-id.config") + KUSTOMIZE_IMAGES = apps.ServiceId[KustomizeImage]("kustomize-images.config") + RUNNABLE_APP_IDS = apps.ServiceId[str]("runnable-app-ids.config") + APP_IDS = apps.ServiceId[Collection[str]]("app-ids.config") + + +@apps.autoscope +class AppServices: + RESOURCE_PATH = apps.ServiceId[Path]("resource-path") + RUN_STAGING_PATH = apps.ServiceId[Path]("run-staging-path") + RUN_DATETIME = apps.ServiceId[datetime]("run-datetime") + CTX_COLLECTION = apps.ServiceId[app_context.Collection]("ctx-collection") + + +class Application(apps.AppContainer, cli.Container, apps.PluginMixin): + _app_ids: tuple[str, ...] + _ctx_collection: app_context.Collection + + def execute(self) -> None: + argv = self._app.get(cli.PluginConfigs.ARGV) + cli.create_group(click.Group("rats-k8s"), self).main( + args=argv[1:], + prog_name=Path(argv[0]).name, + auto_envvar_prefix="RATS_AML", + # don't end the process + standalone_mode=False, + ) + + @cli.command() + @click.argument("app-ids", nargs=-1) + @click.option("--context", default='{"items": []}') + @click.option("--context-file") + @click.option("--wait", is_flag=True, default=False, help="wait for completion of aml job.") + def _submit( + self, + app_ids: tuple[str, ...], + context: str, + context_file: str | None, + wait: bool, + ) -> None: + """ + Submit one or more apps to k8s. + + Run `rats-k8s list` to find the list of applications registered in this component. + """ + ctx_collection = app_context.loads(context).add( + *self._app.get_group(AppConfigs.APP_CONTEXT), + ) + if context_file: + p = Path(context_file) + if not p.is_file(): + raise RuntimeError(f"context file not found: {context_file}") + + data = yaml.safe_load(p.read_text()) + ctx_collection = ctx_collection.merge(app_context.loads(json.dumps(data))) + + if len(app_ids) == 0: + logging.warning("No applications were provided to the command") + + runtime_apps = list(self._app.get_group(AppConfigs.RUNNABLE_APP_IDS)) + for a in app_ids: + # make sure all these app ids are valid + if a not in runtime_apps: + raise RuntimeError(f"app id not found: {a}") + + self._ctx_collection = ctx_collection + self._app_ids = app_ids + + staging_path = self._app.get(AppServices.RUN_STAGING_PATH) + staging_path.mkdir(parents=True, exist_ok=False) + + self._customize_build().execute() + + built = subprocess.run( + ["kubectl", "kustomize"], + check=True, + text=True, + cwd=staging_path, + capture_output=True, + ).stdout + logger.info(f"completed kustomize build\n{built}") + + subprocess.run( + ["kubectl", "apply", "-f-"], + check=True, + text=True, + cwd=staging_path, + input=built, + ) + logger.info(f"kubectl describe pod -n workflows -l rats.k8s/run-id-hash={hash_value(self._app.get(AppConfigs.RUN_ID))}") + + @cache + def _customize_build(self) -> apps.Executable: + ctools = self._app.get(projects.PluginServices.CWD_COMPONENT_TOOLS) + return KustomizeBuild( + ctools=ctools, + run_id=self._app.get(AppConfigs.RUN_ID), + resource_path=self._app.get(AppServices.RESOURCE_PATH), + staging_path=self._app.get(AppServices.RUN_STAGING_PATH), + images=list(self._app.get_group(AppConfigs.KUSTOMIZE_IMAGES)), + main_component=ctools.component_name(), + app_ids=self._app.get(AppConfigs.APP_IDS), + ctx_collection=self._app.get(AppServices.CTX_COLLECTION), + ) + + @apps.fallback_group(AppConfigs.RUNNABLE_APP_IDS) + def _runtime_list(self) -> Iterator[str]: + response = subprocess.run(["rats-runtime", "list"], capture_output=True) + yield from tuple(response.stdout.decode("UTF-8").splitlines()) + + @apps.fallback_service(AppServices.RUN_STAGING_PATH) + def _run_staging_path(self) -> Path: + ctools = self._app.get(projects.PluginServices.CWD_COMPONENT_TOOLS) + run_id = self._app.get(AppConfigs.RUN_ID) + return ctools.find_path(f".tmp/rats.k8s/{run_id}") + + @apps.service(AppConfigs.RUN_ID) + def _run_id(self) -> str: + d = self._app.get(AppServices.RUN_DATETIME) + return f"{d.strftime('%Y%m%d.%H.%M.%S')}.{str(uuid4())[:8]}" + + @apps.service(AppConfigs.K8S_CONFIG_CONTEXT) + def _k8s_config_context(self) -> str: + return os.environ.get("RATS_K8S_CONFIG_CONTEXT", "default") + + @apps.fallback_group(AppConfigs.KUSTOMIZE_IMAGES) + def _kustomize_images(self) -> Iterator[KustomizeImage]: + """By default, we make available any discovered component to k8s.""" + reg = os.environ.get("DEVTOOLS_IMAGE_REGISTRY", "default.local") + project_tools: projects.ProjectTools = self._app.get(projects.PluginServices.PROJECT_TOOLS) + context_hash = project_tools.image_context_hash() + for component in project_tools.discover_components(): + yield KustomizeImage( + component.name, + f"{reg}/{component.name}", + context_hash, + ) + + @apps.service(AppConfigs.APP_IDS) + def _run_app_ids(self) -> Collection[str]: + return self._app_ids + + @apps.service(AppServices.CTX_COLLECTION) + def _run_ctx_collection(self) -> app_context.Collection: + return self._ctx_collection + + @apps.service(AppServices.RUN_DATETIME) + def _instance_datetime(self) -> datetime: + return datetime.now() + + @apps.fallback_service(AppServices.RESOURCE_PATH) + def _resource_path(self) -> Path: + with resources.path(k8s, "workflow-jobs") as p: + return p.resolve() + + @apps.container() + def _plugins(self) -> apps.Container: + return apps.CompositeContainer( + apps.PythonEntryPointContainer(self._app, "rats.k8s"), + cli.PluginContainer(self._app), + projects.PluginContainer(self._app), + ) + + +def main() -> None: + try: + apps.run_plugin(logs.ConfigureApplication) + apps.run_plugin(Application) + except click.exceptions.ClickException as e: + e.show() + sys.exit(e.exit_code) diff --git a/rats-devtools/src/rats/k8s/_kustomize.py b/rats-devtools/src/rats/k8s/_kustomize.py new file mode 100644 index 00000000..8ee79458 --- /dev/null +++ b/rats-devtools/src/rats/k8s/_kustomize.py @@ -0,0 +1,11 @@ +from typing import NamedTuple + + +class KustomizeImage(NamedTuple): + name: str + newName: str + newTag: str + + @property + def full_name(self) -> str: + return f"{self.newName}:{self.newTag}" diff --git a/rats-devtools/src/rats/k8s/_lifecycle.py b/rats-devtools/src/rats/k8s/_lifecycle.py new file mode 100644 index 00000000..17fbb7a0 --- /dev/null +++ b/rats-devtools/src/rats/k8s/_lifecycle.py @@ -0,0 +1,22 @@ +from rats import apps + + +class Lifecycle(apps.Executable): + _prepare: apps.Executable + _submit: apps.Executable + _monitor: apps.Executable + + def __init__( + self, + prepare: apps.Executable, + submit: apps.Executable, + monitor: apps.Executable, + ) -> None: + self._prepare = prepare + self._submit = submit + self._monitor = monitor + + def execute(self) -> None: + self._prepare.execute() + self._submit.execute() + self._monitor.execute() diff --git a/rats-devtools/src/rats/k8s/_utils.py b/rats-devtools/src/rats/k8s/_utils.py new file mode 100644 index 00000000..a4509ef3 --- /dev/null +++ b/rats-devtools/src/rats/k8s/_utils.py @@ -0,0 +1,47 @@ +import re +from hashlib import sha1 + + +def hash_value(value: str) -> str: + return sha1(value.encode()).hexdigest() + + +def safe_value(value: str) -> str: + """ + Convert a string to a safe value usable in Kubernetes labels. + + - Converts to lowercase + - Replaces unsafe characters with dashes + - Truncates to 63 characters max + - Ensures it starts and ends with alphanumeric characters + + Raises: + ValueError: If value is empty or does not contain at least one digit or letter + """ + if not value: + raise ValueError("Value must be at least 1 character long") + + # Check if value contains at least one digit or letter + if not re.search(r"[a-zA-Z0-9]", value): + raise ValueError("Value must contain at least one digit or letter") + + # Convert to lowercase + safe = value.lower() + + # Replace unsafe characters (anything not alphanumeric, dash, underscore, or dot) with dashes + safe = re.sub(r"[^a-z0-9\-]", "-", safe) + + # Replace multiple consecutive dashes with single dash + safe = re.sub(r"-+", "-", safe) + + # Ensure it starts with alphanumeric character + safe = re.sub(r"^[^a-z0-9]+", "", safe) + + # Truncate to 63 characters max + if len(safe) > 63: + safe = safe[:63] + + # Ensure it ends with alphanumeric character + safe = re.sub(r"[^a-z0-9]+$", "", safe) + + return safe diff --git a/rats-devtools/src/rats/k8s/_workflow_jobs.py b/rats-devtools/src/rats/k8s/_workflow_jobs.py new file mode 100644 index 00000000..81e188db --- /dev/null +++ b/rats-devtools/src/rats/k8s/_workflow_jobs.py @@ -0,0 +1,176 @@ +from collections.abc import Collection +from pathlib import Path + +import yaml +from kubernetes import client +from kubernetes.client.rest import ApiException + +from rats import app_context, apps, projects + +from ._kustomize import KustomizeImage +from ._utils import hash_value, safe_value + + +class CreateNamespace(apps.Executable): + _k8s_client: client.CoreV1Api + _namespace_name: str + + def __init__( + self, + k8s_client: client.CoreV1Api, + namespace_name: str, + ) -> None: + self._k8s_client = k8s_client + self._namespace_name = namespace_name + + def execute(self) -> None: + # Attempt to create the namespace directly + namespace_manifest = client.V1Namespace( + metadata=client.V1ObjectMeta(name=self._namespace_name) + ) + + try: + self._k8s_client.create_namespace(body=namespace_manifest) + except ApiException as e: + if e.status == 409: + # Namespace already exists (Conflict), which is fine + pass + else: + # Re-raise other API exceptions + raise + + +class KustomizeBuild(apps.Executable): + _ctools: projects.ComponentTools + _run_id: str + _resource_path: Path + _staging_path: Path + _images: Collection[KustomizeImage] + _main_component: str + _app_ids: Collection[str] + _ctx_collection: app_context.Collection + + def __init__( + self, + ctools: projects.ComponentTools, + run_id: str, + resource_path: Path, + staging_path: Path, + images: Collection[KustomizeImage], + main_component: str, + app_ids: Collection[str], + ctx_collection: app_context.Collection, + ) -> None: + self._ctools = ctools + self._run_id = run_id + self._resource_path = resource_path + self._staging_path = staging_path + self._images = images + self._main_component = main_component + self._app_ids = app_ids + self._ctx_collection = ctx_collection + + def execute(self) -> None: + self._create_staging_workflow() + self._create_kustomization() + self._create_main_container_patch() + + def _create_staging_workflow(self) -> None: + self._ctools.copy_tree( + self._resource_path, + self._staging_path / "workflow", + ) + + def _create_kustomization(self) -> None: + (self._staging_path / "kustomization.yaml").write_text( + yaml.safe_dump( + { + "apiVersion": "kustomize.config.k8s.io/v1beta1", + "kind": "Kustomization", + "nameSuffix": f"-{safe_value(self._run_id)}", + "labels": [ + { + "includeSelectors": True, + "pairs": { + # this one is human readable but not guaranteed unique + "rats.k8s/safe-run-id": safe_value(self._run_id), + # this one is most useful as a selector for uniqueness + "rats.k8s/run-id-hash": hash_value(self._run_id), + }, + } + ], + "commonAnnotations": { + "rats.k8s/run-id": self._run_id, + "rats.k8s/safe-run-id": safe_value(self._run_id), + "rats.k8s/run-id-hash": hash_value(self._run_id), + }, + "images": [image._asdict() for image in self._images], + "resources": ["workflow"], + "patches": [{"path": "main-container.yaml"}], + }, + sort_keys=False, + ) + ) + + def _create_main_container_patch(self) -> None: + (self._staging_path / "main-container.yaml").write_text( + yaml.safe_dump( + { + "apiVersion": "batch/v1", + "kind": "Job", + "metadata": {"name": "workflow"}, + "spec": { + "template": { + "spec": { + "containers": [ + { + "name": "main", + "image": self._main_component, + "command": ["rats-runtime", "run", *self._app_ids], + "env": [ + { + "name": "RATS_RUNTIME_RUN_CONTEXT", + "value": app_context.dumps(self._ctx_collection), + } + ], + "volumeMounts": [ + { + "name": "podinfo", + "mountPath": "/etc/podinfo", + } + ], + } + ], + "volumes": [ + { + "name": "podinfo", + "downwardAPI": { + "items": [ + { + "path": "annotations/rats.k8s/run-id", + "fieldRef": { + "fieldPath": "metadata.annotations['rats.k8s/run-id']", + }, + }, + { + "path": "annotations/rats.k8s/safe-run-id", + "fieldRef": { + "fieldPath": "metadata.annotations['rats.k8s/safe-run-id']", + }, + }, + { + "path": "annotations/rats.k8s/run-id-hash", + "fieldRef": { + "fieldPath": "metadata.annotations['rats.k8s/run-id-hash']", + }, + }, + ], + }, + } + ], + }, + }, + }, + } + ), + ) diff --git a/rats-devtools/src/rats/k8s_jobs/__init__.py b/rats-devtools/src/rats/k8s_jobs/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/rats-devtools/src/rats_resources/k8s/__init__.py b/rats-devtools/src/rats_resources/k8s/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/rats-devtools/src/rats_resources/k8s/workflow-jobs/job.yaml b/rats-devtools/src/rats_resources/k8s/workflow-jobs/job.yaml new file mode 100644 index 00000000..00da697b --- /dev/null +++ b/rats-devtools/src/rats_resources/k8s/workflow-jobs/job.yaml @@ -0,0 +1,11 @@ +apiVersion: batch/v1 +kind: Job +metadata: + name: workflow +spec: + template: + spec: + containers: + - name: main + imagePullPolicy: Always + restartPolicy: OnFailure diff --git a/rats-devtools/src/rats_resources/k8s/workflow-jobs/kustomization.yaml b/rats-devtools/src/rats_resources/k8s/workflow-jobs/kustomization.yaml new file mode 100644 index 00000000..7a6e085c --- /dev/null +++ b/rats-devtools/src/rats_resources/k8s/workflow-jobs/kustomization.yaml @@ -0,0 +1,4 @@ +kind: Kustomization +namespace: workflows +resources: +- job.yaml