| 1 | import * as GCP from "@/GCP"; |
| 2 | import * as Test from "@/Test/Alchemy"; |
| 3 | import * as Core from "@/Test/Core"; |
| 4 | import * as resourcemanager from "@distilled.cloud/gcp/cloudresourcemanager_v3"; |
| 5 | import * as tpu from "@distilled.cloud/gcp/tpu_v2"; |
| 6 | import { describe, expect } from "alchemy-test"; |
| 7 | import * as Effect from "effect/Effect"; |
| 8 | import { dockerAvailable, expectProbe } from "../bindingHost.ts"; |
| 9 | import TpuBindingsHost, { |
| 10 | QueuedTrainer, |
| 11 | Trainer, |
| 12 | } from "./fixtures/bindings-host.ts"; |
| 13 | |
| 14 | const testOptions = { providers: GCP.providers() }; |
| 15 | const { test, beforeAll, afterAll } = Test.make(testOptions); |
| 16 | const sharedStack = Core.scratchStack(testOptions, "TpuBindings"); |
| 17 | |
| 18 | // Cloud TPU is disabled on the testing project (ServiceDisabled "Cloud TPU API |
| 19 | // has not been used in project ...") and TPU VMs bill by the hour (dollars |
| 20 | // per run) and need TPU quota; set GCP_TEST_TPU=1 to opt in. |
| 21 | const runLifecycle = !!process.env.GCP_TEST_TPU && !process.env.FAST; |
| 22 | |
| 23 | let baseUrl: string; |
| 24 | let hostAccount: string; |
| 25 | let project: string; |
| 26 | let nodeName: string; |
| 27 | let queuedResourceName: string; |
| 28 | |
| 29 | /** Project-level roles held by the host's service account. */ |
| 30 | const projectRoles = () => |
| 31 | resourcemanager |
| 32 | .getIamPolicyProjects({ |
| 33 | resource: `projects/${project}`, |
| 34 | body: { options: { requestedPolicyVersion: 3 } }, |
| 35 | }) |
| 36 | .pipe( |
| 37 | Effect.map((policy) => |
| 38 | (policy.bindings ?? []) |
| 39 | .filter((binding) => |
| 40 | (binding.members ?? []).includes(`serviceAccount:${hostAccount}`), |
| 41 | ) |
| 42 | .map((binding) => ({ |
| 43 | role: binding.role, |
| 44 | condition: binding.condition?.expression, |
| 45 | })), |
| 46 | ), |
| 47 | ); |
| 48 | |
| 49 | describe.skipIf(!dockerAvailable || !runLifecycle)( |
| 50 | "TPU Bindings", |
| 51 | { tags: ["provider:gcp", "provider:gcp:tpu", "provider:gcp:run", "live"] }, |
| 52 | () => { |
| 53 | beforeAll( |
| 54 | Effect.gen(function* () { |
| 55 | yield* sharedStack.destroy(); |
| 56 | const out = yield* sharedStack.deploy( |
| 57 | Effect.gen(function* () { |
| 58 | const host = yield* TpuBindingsHost; |
| 59 | const node = yield* Trainer; |
| 60 | const queued = yield* QueuedTrainer; |
| 61 | return { |
| 62 | uri: host.uri, |
| 63 | serviceAccount: host.serviceAccount, |
| 64 | project: host.project, |
| 65 | node: node.name, |
| 66 | queued: queued.name, |
| 67 | }; |
| 68 | }), |
| 69 | ); |
| 70 | baseUrl = out.uri!; |
| 71 | hostAccount = out.serviceAccount!; |
| 72 | project = out.project; |
| 73 | nodeName = out.node; |
| 74 | queuedResourceName = out.queued; |
| 75 | }), |
| 76 | { timeout: 1_800_000 }, |
| 77 | ); |
| 78 | |
| 79 | afterAll(sharedStack.destroy(), { timeout: 1_200_000 }); |
| 80 | |
| 81 | // Cloud TPU has no resource-level IAM: both bindings grant tpu.viewer |
| 82 | // on the project. |
| 83 | const expectTpuViewerOnly = Effect.gen(function* () { |
| 84 | expect(yield* projectRoles()).toEqual([ |
| 85 | { role: "roles/tpu.viewer", condition: undefined }, |
| 86 | ]); |
| 87 | }); |
| 88 | |
| 89 | describe("GetNode", () => { |
| 90 | test.provider( |
| 91 | "reads the bound node as the host", |
| 92 | (_stack) => |
| 93 | Effect.gen(function* () { |
| 94 | const out = yield* expectProbe<{ |
| 95 | name: string; |
| 96 | acceleratorType: string; |
| 97 | }>(baseUrl, "getNode"); |
| 98 | const live = yield* tpu.getProjectsLocationsNodes({ |
| 99 | name: nodeName, |
| 100 | }); |
| 101 | expect(out.name).toEqual(live.name); |
| 102 | expect(out.acceleratorType).toEqual("v2-8"); |
| 103 | yield* expectTpuViewerOnly; |
| 104 | }), |
| 105 | { |
| 106 | tags: ["provider:gcp", "provider:gcp:tpu", "live"], |
| 107 | timeout: 600_000, |
| 108 | }, |
| 109 | ); |
| 110 | }); |
| 111 | |
| 112 | describe("GetQueuedResource", () => { |
| 113 | test.provider( |
| 114 | "reads the bound queued resource as the host", |
| 115 | (_stack) => |
| 116 | Effect.gen(function* () { |
| 117 | const out = yield* expectProbe<{ name: string }>( |
| 118 | baseUrl, |
| 119 | "getQueuedResource", |
| 120 | ); |
| 121 | const live = yield* tpu.getProjectsLocationsQueuedResources({ |
| 122 | name: queuedResourceName, |
| 123 | }); |
| 124 | expect(out.name).toEqual(live.name); |
| 125 | yield* expectTpuViewerOnly; |
| 126 | }), |
| 127 | { |
| 128 | tags: ["provider:gcp", "provider:gcp:tpu", "live"], |
| 129 | timeout: 600_000, |
| 130 | }, |
| 131 | ); |
| 132 | }); |
| 133 | }, |
| 134 | ); |