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"pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] +testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"] + [[package]] name = "shellingham" version = "1.5.0.post1" @@ -358,6 +726,18 @@ files = [ {file = "shellingham-1.5.0.post1.tar.gz", hash = "sha256:823bc5fb5c34d60f285b624e7264f4dda254bc803a3774a147bf99c0e3004a28"}, ] +[[package]] +name = "six" +version = "1.16.0" +description = "Python 2 and 3 compatibility utilities" +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" +files = [ + {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"}, + {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"}, +] + [[package]] name = "typer" version = "0.7.0" @@ -406,7 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+description = "WebSocket client for Python with low level API options" +category = "main" +optional = false +python-versions = ">=3.7" +files = [ + {file = "websocket-client-1.5.1.tar.gz", hash = "sha256:3f09e6d8230892547132177f575a4e3e73cfdf06526e20cc02aa1c3b47184d40"}, + {file = "websocket_client-1.5.1-py3-none-any.whl", hash = "sha256:cdf5877568b7e83aa7cf2244ab56a3213de587bbe0ce9d8b9600fc77b455d89e"}, +] + +[package.extras] +docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"] +optional = ["python-socks", "wsaccel"] +test = ["websockets"] + [metadata] lock-version = "2.0" python-versions = "^3.11" -content-hash = "8be8e97d0cb36735344fbc3d8f4e341db290785c6eadf3fbe9354fe12876d512" +content-hash = "2798d052ae3f12079ee3e2ba2f2156d5b2a24494bf259a1c59bf450aac980b6d" diff --git a/pyproject.toml b/pyproject.toml index 440d7bd..02d438b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,6 +23,7 @@ krr = "robusta_krr.main:app" python = "^3.11" typer = {extras = ["all"], version = "^0.7.0"} pydantic = "^1.10.5" +kubernetes = "^26.1.0" [tool.poetry.group.dev.dependencies] mypy = "^1.0.1" diff --git a/robusta_krr/core/kubernetes.py b/robusta_krr/core/kubernetes.py index 3022800..6dd07c3 100644 --- a/robusta_krr/core/kubernetes.py +++ b/robusta_krr/core/kubernetes.py @@ -1,14 +1,35 @@ import asyncio +from kubernetes import client, config + from robusta_krr.core.objects import K8sObjectData from robusta_krr.core.result import ResourceAllocations from robusta_krr.utils.configurable import Configurable -# TODO: We need a way to connect to both being in the cluster and outside of a cluster class KubernetesLoader(Configurable): - # TODO: This is just a mock data for now, implement this later - async def list_scannable_objects(self) -> list[K8sObjectData]: + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + + self.debug("Initializing Kubernetes client") + config.load_kube_config() + + self._kubernetes_object_allocation_cache: dict[K8sObjectData, ResourceAllocations] = {} + + async def list_clusters(self) -> list[str]: + """List all clusters. + + Returns: + A list of clusters. + """ + + self.debug("Listing clusters") + + contexts, _ = await asyncio.to_thread(config.list_kube_config_contexts) + + return [context["name"] for context in contexts] + + async def list_scannable_objects(self, cluster: str) -> list[K8sObjectData]: """List all scannable objects. Returns: @@ -16,24 +37,46 @@ class KubernetesLoader(Configurable): """ self.debug("Listing scannable objects") - await asyncio.sleep(2.5) # Simulate a slow API call - - return [ - K8sObjectData(name="prometheus", kind="Deployment", namespace="default"), - K8sObjectData(name="grafana", kind="Deployment", namespace="default"), - K8sObjectData(name="alertmanager", kind="Deployment", namespace="default"), - K8sObjectData(name="robusta-runner", kind="Deployment", namespace="default"), - K8sObjectData(name="robusta-forwarder", kind="Deployment", namespace="default"), + + v1 = client.CoreV1Api(api_client=config.new_client_from_config(context=cluster)) + try: + ret = await asyncio.to_thread(v1.list_pod_for_all_namespaces, watch=False) + except Exception as e: + self.error(f"Error trying to list pods in cluster {cluster}: {e}") + return [] + + objects = [ + ( + item, + container, + K8sObjectData( + cluster=cluster, + namespace=item.metadata.namespace, + name=item.metadata.name, + kind="Pod", + container=container.name, + ), + ) + for item in ret.items + for container in item.spec.containers ] - # TODO: This is just a mock data for now, implement this later + for _, container, obj in objects: + self.debug(f"Found scannable object {obj}") + self._kubernetes_object_allocation_cache[obj] = ResourceAllocations.from_container(container) + + return [obj for _, _, obj in objects] + async def get_object_current_recommendations(self, object: K8sObjectData) -> ResourceAllocations: - from robusta_krr.core.result import ResourceType + """Get the current recommendations for a given object. + + Args: + object: The object to get the recommendations for. + + Returns: + The current recommendations for the object. + """ self.debug(f"Getting current recommendations for {object}") - await asyncio.sleep(1.5) # Simulate a slow API call - return ResourceAllocations( - requests={ResourceType.CPU: 30, ResourceType.Memory: 300}, - limits={ResourceType.CPU: 50, ResourceType.Memory: 600}, - ) + return self._kubernetes_object_allocation_cache[object] diff --git a/robusta_krr/core/objects.py b/robusta_krr/core/objects.py index e374b3c..efcacb0 100644 --- a/robusta_krr/core/objects.py +++ b/robusta_krr/core/objects.py @@ -2,12 +2,14 @@ import pydantic as pd class K8sObjectData(pd.BaseModel): + cluster: str name: str - kind: str + container: str namespace: str + kind: str | None def __str__(self) -> str: - return f"{self.kind}/{self.namespace}/{self.name}" + return f"{self.kind} {self.namespace}/{self.name}/{self.container}" def __hash__(self) -> int: return hash(str(self)) diff --git a/robusta_krr/core/result.py b/robusta_krr/core/result.py index 670a004..823e0af 100644 --- a/robusta_krr/core/result.py +++ b/robusta_krr/core/result.py @@ -1,11 +1,16 @@ +from __future__ import annotations + import enum import itertools -from typing import Any +from typing import Any, Self + +from kubernetes.client.models import V1Container import pydantic as pd from robusta_krr.core.formatters import BaseFormatter from robusta_krr.core.objects import K8sObjectData +from robusta_krr.utils import resource_units class ResourceType(str, enum.Enum): @@ -14,8 +19,38 @@ class ResourceType(str, enum.Enum): class ResourceAllocations(pd.BaseModel): - requests: dict[ResourceType, float] - limits: dict[ResourceType, float] + requests: dict[ResourceType, str | None] + limits: dict[ResourceType, str | None] + + @classmethod + def from_container(cls, container: V1Container) -> Self: + """Get the resource allocations from a Kubernetes container. + + Args: + container: The Kubernetes container. + + Returns: + The resource allocations. + """ + + return cls( + requests={ + ResourceType.CPU: container.resources.requests.get("cpu") + if container.resources and container.resources.requests + else None, + ResourceType.Memory: container.resources.requests.get("memory") + if container.resources and container.resources.requests + else None, + }, + limits={ + ResourceType.CPU: container.resources.limits.get("cpu") + if container.resources and container.resources.limits + else None, + ResourceType.Memory: container.resources.limits.get("memory") + if container.resources and container.resources.limits + else None, + }, + ) class ResourceScan(pd.BaseModel): @@ -47,7 +82,7 @@ class Result(pd.BaseModel): return _formatter.format(self) @staticmethod - def __percentage_difference(current: float, recommended: float) -> float: + def __percentage_difference(current: float | str | None, recommended: float | str | None) -> float: """Get the percentage difference between two numbers. Args: @@ -58,7 +93,7 @@ class Result(pd.BaseModel): The percentage difference. """ - return (recommended - current) / current * 100 + return 1 def __calculate_score(self) -> float: """Get the score of the result. diff --git a/robusta_krr/core/runner.py b/robusta_krr/core/runner.py index 20115df..ac82580 100644 --- a/robusta_krr/core/runner.py +++ b/robusta_krr/core/runner.py @@ -66,7 +66,12 @@ class Runner(Configurable): ] async def _collect_result(self) -> Result: - objects = await self._k8s_loader.list_scannable_objects() + clusters = await self._k8s_loader.list_clusters() + cluster_objects = await asyncio.gather( + *[self._k8s_loader.list_scannable_objects(cluster) for cluster in clusters] + ) + objects = list(itertools.chain(*cluster_objects)) + async with asyncio.TaskGroup() as tg: current_allocations_task = tg.create_task(self._gather_objects_current_allocations(objects)) resource_recommendations_task = tg.create_task(self._gather_objects_recommendations(objects)) diff --git a/robusta_krr/formatters/table.py b/robusta_krr/formatters/table.py index df2fb88..fa57724 100644 --- a/robusta_krr/formatters/table.py +++ b/robusta_krr/formatters/table.py @@ -2,6 +2,7 @@ from __future__ import annotations from robusta_krr.core.formatters import BaseFormatter from robusta_krr.core.result import Result, ResourceType +from robusta_krr.utils import resource_units from rich.table import Table @@ -23,7 +24,11 @@ class TableFormatter(BaseFormatter): table = Table(show_header=True, header_style="bold magenta", title=f"Scan result ({result.score} points)") table.add_column("Number", justify="right", style="dim", no_wrap=True) + table.add_column("Cluster", style="cyan") + table.add_column("Namespace", style="cyan") table.add_column("Name", style="cyan") + table.add_column("Type", style="cyan") + table.add_column("Container", style="cyan") for resource in ResourceType: table.add_column(f"{resource.name} Requests", style="green") table.add_column(f"{resource.name} Limits", style="green") @@ -31,9 +36,13 @@ class TableFormatter(BaseFormatter): for i, item in enumerate(result.scans): table.add_row( str(i), - f"{item.object.kind} {item.object.namespace}/{item.object.name}", + item.object.cluster, + item.object.namespace, + item.object.name, + item.object.kind or "Unknown", + item.object.container, *[ - f"{getattr(item.current, selector)[resource]} -> {getattr(item.recommended, selector)[resource]}" + f"{getattr(item.current, selector)[resource]} -> {resource_units.format(getattr(item.recommended, selector)[resource])}" for resource in ResourceType for selector in ["requests", "limits"] ], diff --git a/robusta_krr/main.py b/robusta_krr/main.py index 0aa31f3..95185d5 100644 --- a/robusta_krr/main.py +++ b/robusta_krr/main.py @@ -7,7 +7,7 @@ from robusta_krr.core.config import Config from robusta_krr.core.runner import Runner from robusta_krr.utils.version import get_version -app = typer.Typer() +app = typer.Typer(pretty_exceptions_show_locals=False) @app.command() diff --git a/robusta_krr/utils/configurable.py b/robusta_krr/utils/configurable.py index dd55f13..c8f517f 100644 --- a/robusta_krr/utils/configurable.py +++ b/robusta_krr/utils/configurable.py @@ -1,5 +1,7 @@ from rich.console import Console +from typing import Literal + from robusta_krr.core.config import Config @@ -20,14 +22,20 @@ class Configurable: def __add_prefix(text: str, prefix: str, /, no_prefix: bool) -> str: return f"{prefix} {text}" if not no_prefix else text - def echo(self, message: str = "", *, no_prefix: bool = False) -> None: + def echo( + self, message: str = "", *, no_prefix: bool = False, type: Literal["INFO", "WARNING", "ERROR"] = "INFO" + ) -> None: """ Echoes a message to the user. If quiet mode is enabled, the message will not be echoed """ + color = {"INFO": "green", "WARNING": "yellow", "ERROR": "red"}[type] + if not self.config.quiet: - self.console.print(self.__add_prefix(message, "[bold green][INFO][/bold green]", no_prefix=no_prefix)) + self.console.print( + self.__add_prefix(message, f"[bold {color}][{type}][/bold {color}]", no_prefix=no_prefix) + ) def debug(self, message: str = "") -> None: """ @@ -36,3 +44,24 @@ class Configurable: if self.config.verbose and not self.config.quiet: self.console.print(self.__add_prefix(message, "[bold green][DEBUG][/bold green]", no_prefix=False)) + + def info(self, message: str = "") -> None: + """ + Echoes an info message to the user + """ + + self.echo(message, type="INFO") + + def warning(self, message: str = "") -> None: + """ + Echoes a warning message to the user + """ + + self.echo(message, type="WARNING") + + def error(self, message: str = "") -> None: + """ + Echoes an error message to the user + """ + + self.echo(message, type="ERROR") diff --git a/robusta_krr/utils/resource_units.py b/robusta_krr/utils/resource_units.py new file mode 100644 index 0000000..d52de35 --- /dev/null +++ b/robusta_krr/utils/resource_units.py @@ -0,0 +1,36 @@ +from decimal import Decimal + +UNITS = { + "m": 1e-3, + "Ki": 1024, + "Mi": 1024**2, + "Gi": 1024**3, + "Ti": 1024**4, + "Pi": 1024**5, + "Ei": 1024**6, + "k": 1e3, + "M": 1e6, + "G": 1e9, + "T": 1e12, + "P": 1e15, + "E": 1e18, +} + + +def parse(x: str) -> Decimal: + """Converts a string to an integer with respect of units.""" + for unit, multiplier in UNITS.items(): + if x.endswith(unit): + return Decimal(x[: -len(unit)]) * Decimal(multiplier) + return Decimal(x) + + +def format(x: float | None) -> str | None: + """Converts an integer to a string with respect of units.""" + if x is None: + return None + + for unit, multiplier in UNITS.items(): + if Decimal(x) % Decimal(multiplier) == 0: + return f"{Decimal(x) / Decimal(multiplier)}{unit}" + return str(x)[:-2] -- cgit v1.2.3