diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..974dc72 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,72 @@ +name: Overwatch acceptance gates + +on: + pull_request: + push: + branches: [main] + workflow_dispatch: + +permissions: + contents: read + +concurrency: + group: overwatch-${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +jobs: + backend: + name: backend-lint-and-locked-tests + runs-on: ubuntu-latest + timeout-minutes: 25 + # Configure required reviewers and the authorized short-lived index token + # in this environment before using this as an acceptance gate. + environment: overwatch-ci + steps: + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 + with: + persist-credentials: false + - uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0 + with: + python-version: '3.13.12' + - name: Install pinned uv + run: python -m pip install uv==0.10.0 + - name: Require supported runtime and authorized CI credential route + env: + OVERWATCH_CI_HEAD_REPOSITORY: ${{ github.event.pull_request.head.repo.full_name || github.repository }} + UV_INDEX_TSCORE_PASSWORD: ${{ secrets.TSCORE_CODEARTIFACT_TOKEN }} + run: python scripts/ci_prerequisites.py --ci + - name: Install the unchanged dependency lock + env: + UV_INDEX_TSCORE_USERNAME: aws + UV_INDEX_TSCORE_PASSWORD: ${{ secrets.TSCORE_CODEARTIFACT_TOKEN }} + UV_HTTP_TIMEOUT: '30' + UV_HTTP_RETRIES: '2' + run: uv sync --locked --group dev --python 3.13.12 + - name: Backend lint + run: uv run --locked --no-sync ruff check src tests scripts + - name: Backend suite with explicit skip reasons + run: uv run --locked --no-sync pytest -q -ra --junitxml=backend-junit.xml + - name: Preserve lock and dependency constraints + run: git diff --exit-code -- pyproject.toml uv.lock + + frontend: + name: frontend-typecheck-vitest-build + runs-on: ubuntu-latest + timeout-minutes: 15 + steps: + - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 + with: + persist-credentials: false + - uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020 # v4.4.0 + with: + node-version: '22.16.0' + - name: Install frontend lock without lifecycle scripts + run: npm ci --ignore-scripts --no-audit --no-fund + - name: Typecheck + run: npm run typecheck + - name: Vitest + run: npm test + - name: Production build + run: npm run build + - name: Preserve frontend dependencies + run: git diff --exit-code -- package.json package-lock.json diff --git a/docs/CI_ACCEPTANCE.md b/docs/CI_ACCEPTANCE.md new file mode 100644 index 0000000..46bdfc2 --- /dev/null +++ b/docs/CI_ACCEPTANCE.md @@ -0,0 +1,76 @@ +# Locked Overwatch CI and acceptance boundaries + +These source changes target Overwatch issue #2 and the existing draft PR #1. +They do not establish successful private authentication, backend tests or the +producer-to-visible-UI acceptance gate. Keep PR #1 draft until its live gates pass. + +## Supported runtime and unchanged dependency sources + +Use Python `>=3.13.12,<3.14`. The workflow selects `3.13.12`; neither +`pyproject.toml` nor `uv.lock` is changed. `typesafe` and `tspath` remain bound to +the named `tscore` index and the existing `subprocess` keyring configuration. +No public package substitutes, unlocked install or version relaxation is allowed. + +For a local checkout, retain the **existing authorized** CodeArtifact/keyring +route. Check that its credential is current without printing it. uv also supports +`UV_INDEX_TSCORE_USERNAME=aws` and `UV_INDEX_TSCORE_PASSWORD` for this exact named +index. Set the password only through the existing secret manager, not a shell +command containing its value, a checked-in dotenv file, a URL or a log. +The preflight deliberately does not dump variables or query a credential store. +A present value is not proof of authorization; only the actual locked install is. + +```sh +python scripts/ci_prerequisites.py +uv sync --locked --group dev --python 3.13.12 +uv run --locked --no-sync ruff check src tests scripts +uv run --locked --no-sync pytest -q -ra --junitxml=backend-junit.xml +npm ci --ignore-scripts --no-audit --no-fund +npm run typecheck +npm test +npm run build +``` + +## Hosted credential boundary + +A maintainer must configure the `overwatch-ci` GitHub environment with required +reviewers and bind the already authorized, short-lived index credential as +`TSCORE_CODEARTIFACT_TOKEN`. This patch neither obtains that credential nor changes +AWS access policies. Rotate/refresh expired credentials using the existing approved +route. Check the environment and secret configuration before running credentialed +jobs; this source file cannot enforce GitHub environment protection by itself. + +The token is scoped only to the prerequisite/install steps, never frontend or +test steps. No `pull_request_target` trigger, OIDC/cloud deployment, cache upload, +secret artifact upload or automatic remote telemetry is added. Review the exact +PR commit before permitting the environment: private package installation executes +trusted dependency/build code. Fork PRs are not given the token and cannot count a +skipped backend as success. The preflight exits 2 on a foreign/missing repository +identity or missing token. Missing/expired access is an environment gate, not a +passing backend test result. Do not promote untrusted fork code merely to obtain +credentials. + +Stable job names are `backend-lint-and-locked-tests` and +`frontend-typecheck-vitest-build`. This patch does not configure branch rules or +claim these jobs ran. Before merge, inspect both checks on **the current PR #1 head**. + +## Fresh producer and running UI remain separate + +The normal suite retains explicit skip reasons. A skipped +`tests/test_kev_laya_pipeline.py` is not a successful Layev pipeline. For issue #3, +provide the separately authorized fresh producer export, isolated registry/cache +paths, unskipped pipeline receipt, the actual report JSON, browser errors and +populated UI screenshot. Do not inject a fixture or use hosted CI green as a +substitute. Run the full suite after supplying that prerequisite on the supported +local environment. Confirm which checkout the running service uses, preserving +unrelated files and existing run identities. Never terminate WSL. + +## Source references + +- Repository dependency source: `pyproject.toml` at + `11f32c597f3763137b041e7d867d346e782b3bf9`. +- uv named-index environment authentication: + https://docs.astral.sh/uv/concepts/indexes/#authentication +- uv existing subprocess keyring route: + https://docs.astral.sh/uv/concepts/authentication/http/#keyring-providers + +Local source/preflight tests are not the locked Overwatch backend suite. diff --git a/docs/WANDB_RESPONSE_GUARDS.md b/docs/WANDB_RESPONSE_GUARDS.md new file mode 100644 index 0000000..c75ec94 --- /dev/null +++ b/docs/WANDB_RESPONSE_GUARDS.md @@ -0,0 +1,56 @@ +# W&B response guards + +This is source-level robustness for Overwatch #5, not evidence that an authorized +W&B or S3 exchange, complete backend suite, or populated UI has passed. + +## Pagination metadata + +The collector requires `pageInfo` to be an object and `hasNextPage` to be an +actual JSON Boolean. It must not coerce `null`, numbers, strings, arrays, or +objects to a completion decision. The Cursor Connections specification defines +`hasNextPage` as a non-null Boolean: +https://relay.dev/graphql/connections.htm#sec-undefined.PageInfo.Fields + +The Boolean and, for a continuing page, the nonempty, nonrepeating string cursor +and nonempty edge list are validated before snapshots from that page are +accepted. A malformed page is an error, not a successfully refreshed source. +Already accepted snapshots from earlier valid pages remain available. This does +not promise transactional validation of every other field in a page. + +An invalid response does not revoke registration: `configured_ids` and +`registry_complete` describe the validated registry, while `complete`, source +`status`, and source `refreshed_at` describe this collection attempt. Do not +replace an older successful refresh with a failed attempt's timestamp. + +## Response ownership + +`WandbPages.fetch_snapshot_page` owns the opened response until it returns the +`Body`. A header-extraction or Content-Length conversion exception closes that +response without reading it, then propagates the exception. Valid responses +transfer ownership to the collector, whose existing `finally` closes the body. +The existing length interpretation and byte-budget rules are unchanged. + +No request retries, redirect allowance, credential fallback, run creation, +run finishing, or additional payload reads are introduced. The deadline remains +cooperative: these changes do not cancel an in-flight network/credential call. + +## Regressions + +`tests/test_kev_laya_wandb_response_guards.py` uses the real collector and the +standalone telemetry validator, synthetic in-memory pages, and an injected +opener. Socket connection attempts are forbidden in this suite. It covers +invalid completion types and page metadata, invalid/repeated cursors, previous +valid-page retention, valid terminal/paginated pages, encoded summary JSON, +known/unknown lengths, source and request/page budgets, identity mismatch, +GraphQL errors, header-error cleanup, ownership transfer, and no added retry. + +In a supported, authenticated checkout, run these tests and the unchanged full +CI gates described in [CI_ACCEPTANCE.md](CI_ACCEPTANCE.md). No synthetic result +satisfies the live acceptance boxes in [issue #5](https://github.com/CompleteDotTech/Overwatch/issues/5) +or the fresh producer-to-visible-UI gate in [issue #3](https://github.com/CompleteDotTech/Overwatch/issues/3). + +Live qualification must still record the actual endpoint/query shape, bounded +S3/W&B bytes and request/page/read counts, timeout behavior, malformed/outage and +budget-exhaustion cache preservation, and source-registration/freshness +separation, using existing authorized non-production targets. Keep credentials +and private payloads out of source, receipts, logs, and issue comments. diff --git a/scripts/ci_prerequisites.py b/scripts/ci_prerequisites.py new file mode 100644 index 0000000..a31a1bf --- /dev/null +++ b/scripts/ci_prerequisites.py @@ -0,0 +1,39 @@ +"""Secret-safe CI prerequisite checks. No credential lookup or network requests.""" +from __future__ import annotations + +import argparse +import os +import sys +from collections.abc import Mapping + + +def blockers(version: tuple[int, ...], environ: Mapping[str, str], *, ci: bool) -> list[str]: + """Return public diagnostic codes only; never include environment values.""" + result = [] + if not (version[:2] == (3, 13) and version[2] >= 12): + result.append("unsupported_python_requires_3_13_12_to_before_3_14") + if ci: + repository = environ.get("GITHUB_REPOSITORY", "") + head = environ.get("OVERWATCH_CI_HEAD_REPOSITORY", "") + if not repository or not head or head != repository: + result.append("credentialed_backend_requires_reviewed_same_repository_code") + if not environ.get("UV_INDEX_TSCORE_PASSWORD", ""): + result.append("missing_authorized_tscore_index_token") + return result + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument("--ci", action="store_true") + args = parser.parse_args() + reasons = blockers(tuple(sys.version_info[:3]), os.environ, ci=args.ci) + for reason in reasons: + print("BLOCKED: " + reason) + if reasons: + return 2 + print("Prerequisite shape checks passed; authentication and locked install remain unverified.") + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/src/overwatch/cached_metrics.py b/src/overwatch/cached_metrics.py index b816fa7..a017b13 100644 --- a/src/overwatch/cached_metrics.py +++ b/src/overwatch/cached_metrics.py @@ -680,3 +680,10 @@ def cloudwatch_event_order(event: dict[str, Any]) -> tuple[int, str]: def raw_cache_manifest() -> dict[str, Any]: """Load the collector manifest used for query status and cache provenance.""" return read_json(raw_cache_path("manifest.json"), {"sources": {}, "cache_root": str(RAW_CACHE_ROOT)}) + + +def cached_kev_laya_runs() -> dict[str, Any]: + """Read model-run snapshots strictly from the versioned collector cache.""" + from overwatch.raw_cache import read_model_runs_cache + + return read_model_runs_cache() diff --git a/src/overwatch/collector.py b/src/overwatch/collector.py index 34f87e1..2039bb9 100644 --- a/src/overwatch/collector.py +++ b/src/overwatch/collector.py @@ -57,6 +57,7 @@ class CollectorOptions: limit: int = 20 entity: str | None = None gcp_billing_table: str | None = None + local_models_only: bool = False @@ -194,6 +195,29 @@ async def collect_source( } return value + # Explicit offline/local mode: use the REAL collector and cache without cloud I/O. + # Default behavior and existing Flow/resource records remain unchanged. + if options.local_models_only: + if job_id is not None: + raise ValueError("local-models-only cannot refresh a SkyPilot job") + result = await collect_source("kev_laya", collect_kev_laya_cache) + if result is not None: + source_status["kev_laya"]["raw"] = result + if result["warnings"]: + source_status["kev_laya"]["status"] = "warning" + for key in ("sky_jobs", "sky_clusters", "aws_billing", "gcp_billing", "wandb", "cloudwatch"): + source_status[key] = {"status": "skipped", "duration_seconds": 0.0, + "error": None, "reason": "explicit local-models-only"} + manifest = { + "cache_spec_version": RAW_CACHE_SPEC_VERSION, "cache_root": str(RAW_CACHE_ROOT), + "updated_at": isoformat(datetime.now(UTC)), + "duration_seconds": round(perf_counter() - collection_started, 3), + "scope": {"job_id": None, "full_logs": False, "local_models_only": True}, + "sources": source_status, + } + write_json_atomically(manifest_path, manifest) + return manifest + # A scoped job refresh reuses inventory and only advances that job's raw log cursor. if job_id is not None: job = read_json(raw_cache_path("jobs", str(job_id), "sky.json")) @@ -253,6 +277,12 @@ async def collect_source( "error": None, } + kev_laya_result = await collect_source("kev_laya", collect_kev_laya_cache) + if kev_laya_result is not None: + source_status["kev_laya"]["raw"] = kev_laya_result + if kev_laya_result["warnings"]: + source_status["kev_laya"]["status"] = "warning" + # W&B stays optional and is captured as raw hydrated run records. wandb_started = perf_counter() try: @@ -393,10 +423,35 @@ async def run_bounded_cloudwatch_operation( return manifest + +def collect_kev_laya_cache() -> dict[str, Any]: + """The collector alone owns Kev-Laya raw-cache writes.""" + from overwatch.constants import KEV_LAYA_RETENTION_DAYS + from overwatch.kev_laya_adapter import merge_snapshots + from overwatch.kev_laya_lock import collector_lock + from overwatch.providers.kev_laya import collect_snapshots + from overwatch.raw_cache import model_runs_cache_path + + path = model_runs_cache_path() + collected = collect_snapshots() + with collector_lock(path.with_suffix(".lock")): + from overwatch.raw_cache import read_model_runs_cache + envelope = merge_snapshots(read_model_runs_cache(), collected, + retention_days=KEV_LAYA_RETENTION_DAYS) + write_json_atomically(path, envelope) + return {"runs": len(envelope["records"]), "warnings": len(envelope["warnings"]), + "complete": collected.get("complete", False), + "accounting": collected.get("accounting", {}), + "source_status": collected.get("sources", []), + "collection_warnings": collected.get("warnings", [])} + + def parse_args() -> argparse.Namespace: parser = argparse.ArgumentParser(description="Collect raw Overwatch metrics") parser.add_argument("--job-id", type=int) parser.add_argument("--full-logs", action="store_true") + parser.add_argument("--local-models-only", action="store_true", + default=os.environ.get("OVERWATCH_LOCAL_MODELS_ONLY") == "1") parser.add_argument("--limit", type=int, default=20) parser.add_argument("--entity") parser.add_argument( @@ -411,6 +466,7 @@ def main() -> int: limit=args.limit, entity=args.entity, gcp_billing_table=args.gcp_billing_table, + local_models_only=args.local_models_only, ) manifest = asyncio.run( collect_raw_metrics(options, job_id=args.job_id, full_logs=args.full_logs) diff --git a/src/overwatch/constants.py b/src/overwatch/constants.py index ca8e54b..18782a4 100644 --- a/src/overwatch/constants.py +++ b/src/overwatch/constants.py @@ -60,3 +60,7 @@ r"\[(?P[^<\]]+)<(?P.+?)\s+[\d.eE+-]+ex/s " r"(?P[\d,]+)tok/s" ) + +# Kev-Laya adapter policy; does not change Flow/cloud log defaults. +KEV_LAYA_STALE_SECONDS = 120 +KEV_LAYA_RETENTION_DAYS = 14 diff --git a/src/overwatch/frontend/App.tsx b/src/overwatch/frontend/App.tsx index 38254c3..dfcdfd8 100644 --- a/src/overwatch/frontend/App.tsx +++ b/src/overwatch/frontend/App.tsx @@ -1,3 +1,4 @@ +import { ModelRuns } from "./ModelRunsView"; import { ActionIcon, Alert, @@ -1009,7 +1010,7 @@ export function App() { )} - {report && page === "resources" && } + {report && page === "resources" && <>} {report && page === "billing" && } {report && page === "cost-waste" && } {report && page === "run" && runJobId != null && } diff --git a/src/overwatch/frontend/ModelRunsView.tsx b/src/overwatch/frontend/ModelRunsView.tsx new file mode 100644 index 0000000..ede7c28 --- /dev/null +++ b/src/overwatch/frontend/ModelRunsView.tsx @@ -0,0 +1,77 @@ +import { Alert, Anchor, Badge, Box, Card, Group, Stack, Table, Text, Title } from "@mantine/core"; +import { curve, executionSummary, formatBytes, percentile, phaseLabel, safeWebURL, verificationLabel } from "./modelRuns"; +import type { ModelRun } from "./modelRuns"; + +function MetricCurve({ run, metric }: { run: ModelRun; metric: string }) { + const points = curve(run.history, metric); + return {metric}: {run.metrics[metric]?.toPrecision(4) ?? "unknown"} + {points && + + }; +} +function ArtifactLink({ uri, label }: { uri: string; label: string }) { + const web = safeWebURL(uri); + return web ? {label} + : {label}: {uri}; +} +export function ModelRuns({ runs, warnings = [] }: { runs: ModelRun[]; warnings?: Array> }) { + return + Decision model experiments + {warnings.length > 0 && {warnings.length} telemetry warning(s): {warnings.map(w => String(w.code ?? "unknown")).join(", ")}} + {!runs.length && No registered Kev-Laya runs. Resource inventory above is unchanged.} + {runs.map(run => { + const ext = run.extensions, execution = ext?.execution, resource = ext?.resources; + return + {run.experiment_id} / {run.run_id} + {verificationLabel(run)}{run.freshness}{run.provenance.evidence_class} + + {run.verification && run.verification !== "verified" && + {run.verification === "unverified" ? "No verified attempt is available for this observation." : "The values below describe the last verified attempt, not the newer unverified observation."} + {(run.unverified_observations ?? []).map((o, index) => + Observed attempt {o.attempt_index} ({o.attempt_id}) · {o.phase} · sequence {o.sequence} · source {o.source_id} · {o.reason} · heartbeat {o.heartbeat_at} + )} + } + Attempt {run.attempt_index} · {run.attempt_id} · sequence {run.sequence} + {phaseLabel(run)}: {run.phase} · Sky: {run.provider_status.skypilot ?? "unknown"} · W&B: {run.provider_status.wandb ?? "unknown"} + Association: {run.association.status}{run.association.scheduler ? ` · ${run.association.scheduler.namespace}/${run.association.scheduler.job_id}` : " (no scheduler resource)"} + Heartbeat {run.heartbeat_at} · {Math.round(run.heartbeat_age_seconds)} seconds old · monitoring failures {run.monitoring_export_failures} + {run.progress.optimizer_steps.toLocaleString()} / {run.progress.totals.optimizer_steps?.toLocaleString() ?? "unknown"} optimizer steps + {run.progress.microbatches.toLocaleString()} accumulation microbatches · {run.progress.examples.toLocaleString()} examples · {run.progress.forward_tokens.toLocaleString()} useful forward tokens + Elapsed {run.progress.elapsed_seconds?.toFixed(1) ?? "unknown"} s · ETA {run.progress.eta_seconds?.toFixed(1) ?? "unknown"} s · {run.progress.tokens_per_second?.toFixed(1) ?? "unknown"} tokens/s + {executionSummary(ext)} + {execution && Padding overhead {execution.padding_tokens.toLocaleString()} tokens · total forward compute {execution.compute_tokens.toLocaleString()} tokens (excludes backward recomputation) · batch sizes {Object.entries(execution.batch_size_histogram).map(([size, count]) => `${size} × ${count}`).join(", ")}} + + {ext?.calibration && Calibration: {ext.calibration.status} · {ext.calibration.method ?? "unknown method"} + {Object.entries(ext.calibration.per_type).map(([kind, fit]) => fit && + {kind}: T={fit.temperature.toPrecision(4)} · {fit.count} calibration questions · calibration NLL {fit.before_nll?.toPrecision(4) ?? "unknown"} → {fit.after_nll?.toPrecision(4) ?? "unknown"} + )} + Calibration split SHA-256: {ext.calibration.split_sha256 ?? "unknown"}. These are fit diagnostics, not a general calibration guarantee. + } + Backbone {run.provenance.backbone} · {run.provenance.precision} · {run.provenance.hardware} + RSS {formatBytes(resource?.rss_bytes)} · CUDA allocated {formatBytes(resource?.gpu_allocated_bytes)} · CUDA peak allocated {formatBytes(resource?.gpu_peak_allocated_bytes)} + Resource sample {resource?.sampled_at ?? "unknown"} · minimum sampling interval {resource?.interval_seconds ?? "unknown"} s; samples are activity-driven. Cache-admission estimates are not total memory guarantees. + Branch budget {run.provenance.context_limits.branch}; aggregate {run.provenance.context_limits.aggregate}. Budget is not a benchmark result. +
Source, preprocessing, and split provenance + Tokenizer {run.provenance.tokenizer} · serialization {ext?.serialization.serialization ?? "historical / unknown"} · literals {ext?.serialization.literal_encoding ?? "unknown"} + Package {ext?.source.package_version ?? "unknown"} · Git {ext?.source.git_status ?? "unknown"} · dirty state {ext?.source.git_dirty == null ? "unknown" : ext.source.git_dirty ? "dirty" : "clean"} + Source tree SHA-256 {ext?.source.source_tree_sha256 ?? "unknown"} · archive SHA-256 {ext?.source.archive_sha256 ?? "unknown"} + Config {run.provenance.config_sha256 ?? "unknown"} · data manifest {run.provenance.data_sha256 ?? "unknown"} · seed {run.provenance.seed ?? "unknown"} + {Object.entries(run.provenance.split_hashes ?? {}).map(([name, hash]) => {name}: {hash})} + {run.git_url && }{run.wandb_url && } +
+
Attempt lineage and collection freshness + Receipt storage durability: {ext?.lineage_durable == null ? "unknown" : ext.lineage_durable ? "confirmed by writer" : "write failed; recovery may be uncertain"} · at most 64 consecutive receipts retained + {(ext?.attempt_lineage ?? []).map(a => Attempt {a.attempt_index} · {a.attempt_id} · parent {a.parent_attempt_id ?? "none"} · receipt {a.sha256})} + {(run.collection_sources ?? []).map(s => Source {s.source_id}: {s.status} · current refresh {s.refreshed_at ?? "not refreshed"} · last successful refresh {s.last_successful_refresh_at ?? "unknown"} · {s.payload_bytes} payload bytes / {s.requests} request slots)} +
+ Resume: {run.resume.capable ? "optimization-boundary checkpoint available" : "not established"} · parent attempt: {run.parent_attempt_id ?? "none"} + Recoveries: {run.recoveries.total ?? "unknown"}; infrastructure {run.recoveries.infrastructure ?? "unknown"}; application {run.recoveries.application ?? "unknown"} + Measured cost: {run.cost.measured_usd == null ? "unknown" : `$${run.cost.measured_usd.toFixed(4)}`} · estimate: {run.cost.estimated_usd == null ? "unknown" : `$${run.cost.estimated_usd.toFixed(4)}`} · basis {run.cost.basis ?? "unknown"} + Serving: {run.serving.requests} requests / {run.serving.errors} errors · recent latency (last 128): p50 {percentile(run.serving.latency_ms, .5)?.toFixed(1) ?? "unknown"} ms · p95 {percentile(run.serving.latency_ms, .95)?.toFixed(1) ?? "unknown"} ms · {run.serving.prefix_reuses} prefix reuses + ArtifactChecksum / lineage + {run.artifacts.map(a => + {a.sha256}Parent {a.parent_sha256 ?? "none"} · {a.size_bytes.toLocaleString()} bytes)}
+ ; + })} + ; +} diff --git a/src/overwatch/frontend/modelRuns.test.ts b/src/overwatch/frontend/modelRuns.test.ts new file mode 100644 index 0000000..33d8440 --- /dev/null +++ b/src/overwatch/frontend/modelRuns.test.ts @@ -0,0 +1,26 @@ +import { describe, expect, it } from "vitest"; +import { curve, executionSummary, formatBytes, percentile, phaseLabel, safeWebURL, verificationLabel } from "./modelRuns"; + +describe("versioned model telemetry presentation", () => { + it("does not label stale verified values as the new verified attempt", () => { + const run = { verification: "last_verified_with_newer_uncertainty" as const }; + expect(verificationLabel(run)).toContain("newer observation is uncertain"); + expect(phaseLabel(run)).toBe("Last verified trainer phase"); + expect(verificationLabel({ verification: "unverified" })).toBe("Unverified observation"); + }); + it("preserves historical unknown fields rather than inventing measurements", () => { + expect(executionSummary(null)).toContain("unknown"); + expect(formatBytes(null)).toBe("unknown"); + expect(formatBytes(1048576)).toBe("1.00 MiB"); + expect(verificationLabel({})).toBe("Verified attempt"); + }); + it("uses only safe links, finite samples and bounded curve coordinates", () => { + expect(safeWebURL("javascript:alert(1)")).toBe(null); + expect(safeWebURL(["https://", "user", ":", "secret", "@example.org/file"].join(""))).toBe(null); + expect(safeWebURL("https://example.org/commit/abc")).toContain("https://"); + expect(percentile([NaN, 8, 1, 3], 0.5)).toBe(3); + expect(percentile([], 0.5)).toBe(null); + expect(curve([{ step: 4, phase: "train", metrics: { loss: 2 } }, + { step: 1, phase: "train", metrics: { loss: 3 } }], "loss")).toBe("256,76 4,4"); + }); +}); diff --git a/src/overwatch/frontend/modelRuns.ts b/src/overwatch/frontend/modelRuns.ts new file mode 100644 index 0000000..406e177 --- /dev/null +++ b/src/overwatch/frontend/modelRuns.ts @@ -0,0 +1,81 @@ +/** Compatible cache presentation for v1 and v2 model telemetry; no training runtime. */ +export interface AttemptReceipt { + experiment_id: string; run_id: string; attempt_id: string; attempt_index: number; + parent_attempt_id: string | null; previous_sha256: string | null; sha256: string; +} +export interface ModelExtensions { + serialization: { tokenizer: string; serialization: string; literal_encoding: string }; + source: { source_tree_sha256: string | null; archive_sha256: string | null; git_dirty: boolean | null; + git_status: "verified" | "unavailable" | "error"; package_version: string }; + attempt_lineage: AttemptReceipt[]; lineage_durable: boolean | null; + execution: { prefix_passes: number; branch_passes: number; compute_tokens: number; padding_tokens: number; + useful_forward_tokens: number; questions: number; max_batch_size: number; batch_size_histogram: Record } | null; + resources: { sampled_at: string; interval_seconds: number; rss_bytes: number | null; gpu_allocated_bytes: number | null; + gpu_peak_allocated_bytes: number | null; units: "bytes"; unavailable: string[] } | null; + calibration?: { status: string; method: string | null; split_sha256: string | null; + per_type: Partial> } | null; +} +export interface CollectionSource { + source_id: string; status: string; payload_bytes: number; requests: number; + refreshed_at: string | null; last_successful_refresh_at?: string | null; +} +export interface ModelRun { + experiment_id: string; run_id: string; attempt_id: string; attempt_index: number; + parent_attempt_id: string | null; sequence: number; phase: string; + verification?: "verified" | "last_verified_with_newer_uncertainty" | "unverified"; + unverified_observations?: Array<{ attempt_id: string; attempt_index: number; parent_attempt_id: string | null; + sequence: number; phase: string; heartbeat_at: string; reason: string; source_id: string }>; + extensions?: ModelExtensions | null; collection_sources?: CollectionSource[]; + provider_status: { skypilot: string | null; wandb: string | null }; + association: { status: "local" | "matched" | "unmatched" | "ambiguous"; scheduler: { namespace: string; job_id: number } | null }; + heartbeat_at: string; heartbeat_age_seconds: number; freshness: "fresh" | "stale" | "terminal"; + progress: { optimizer_steps: number; microbatches: number; examples: number; forward_tokens: number; epoch: number | null; + totals: Record; elapsed_seconds: number | null; eta_seconds: number | null; tokens_per_second: number | null }; + metrics: Record; + history: Array<{ step: number; phase: string; metrics: Record }>; + resume: { capable: boolean; checkpoint_sha256: string | null }; + artifacts: Array<{ kind: string; uri: string; sha256: string; size_bytes: number; parent_sha256: string | null; resumable: boolean }>; + provenance: { model: string; backbone: string; backbone_revision: string; tokenizer: string; precision: string; hardware: string; + evidence_class: string; context_limits: { branch: number; aggregate: number }; repository?: string | null; commit?: string | null; + config_sha256?: string | null; data_sha256?: string | null; split_hashes?: Record; seed?: number }; + serving: { requests: number; errors: number; input_tokens: number; forward_tokens: number; output_tokens: number; + questions: number; prefix_reuses: number; latency_ms: number[] }; + recoveries: { total: number | null; infrastructure: number | null; application: number | null }; + cost: { measured_usd: number | null; estimated_usd: number | null; basis: string | null }; + git_url: string | null; wandb_url: string | null; source_ids: string[]; transports: string[]; monitoring_export_failures: number; +} +export function safeWebURL(uri: string): string | null { + try { const url = new URL(uri); return ["https:", "http:"].includes(url.protocol) && !url.username && !url.password ? uri : null; } + catch { return null; } +} +export function curve(history: ModelRun["history"], metric: string): string { + const values = history.filter(r => Number.isFinite(r.metrics[metric])); + if (values.length < 2) return ""; + const minX = Math.min(...values.map(r => r.step)), maxX = Math.max(...values.map(r => r.step)); + const ys = values.map(r => r.metrics[metric]); const minY = Math.min(...ys), maxY = Math.max(...ys); + return values.map(r => `${4 + 252 * (r.step - minX) / Math.max(1, maxX - minX)},${76 - 72 * (r.metrics[metric] - minY) / Math.max(1e-12, maxY - minY)}`).join(" "); +} +export function percentile(values: number[], quantile: number): number | null { + if (!values.length) return null; + const sorted = values.filter(Number.isFinite).sort((a, b) => a - b); + return sorted[Math.min(sorted.length - 1, Math.max(0, Math.ceil(quantile * sorted.length) - 1))] ?? null; +} +export function verificationLabel(run: Pick): string { + if (run.verification === "unverified") return "Unverified observation"; + if (run.verification === "last_verified_with_newer_uncertainty") return "Last verified attempt; newer observation is uncertain"; + return "Verified attempt"; +} +export function phaseLabel(run: Pick): string { + if (run.verification === "unverified") return "Unverified observed phase"; + if (run.verification === "last_verified_with_newer_uncertainty") return "Last verified trainer phase"; + return "Trainer phase"; +} +export function formatBytes(bytes: number | null | undefined): string { + return bytes == null || !Number.isFinite(bytes) ? "unknown" : `${(bytes / 1048576).toFixed(2)} MiB`; +} +export function executionSummary(ext: ModelExtensions | null | undefined): string { + const e = ext?.execution; + return e ? `${e.prefix_passes} prefix passes; ${e.branch_passes} question-batch passes; ${e.questions} questions; largest batch ${e.max_batch_size}` + : "Parallel execution counters unknown in this historical snapshot"; +} diff --git a/src/overwatch/frontend/types.ts b/src/overwatch/frontend/types.ts index e53bbe3..a54ead6 100644 --- a/src/overwatch/frontend/types.ts +++ b/src/overwatch/frontend/types.ts @@ -1,3 +1,5 @@ +import type { ModelRun } from "./modelRuns"; + export interface BillingDay { date: string; [series: string]: string | number | null; @@ -141,6 +143,8 @@ export interface Report { raw_cache_root?: string; billing: Billing; resources: Resource[]; + model_runs?: ModelRun[]; + model_run_warnings?: Array>; config_differences: ConfigDifference[]; warnings: string[]; } diff --git a/src/overwatch/kev_laya_adapter.py b/src/overwatch/kev_laya_adapter.py new file mode 100644 index 0000000..c36b9b2 --- /dev/null +++ b/src/overwatch/kev_laya_adapter.py @@ -0,0 +1,305 @@ +"""Versioned run identity/ordering merge and cache-only presentation. No provider I/O.""" +from __future__ import annotations + +import copy +import hashlib +import json +from datetime import UTC, datetime +from urllib.parse import urlsplit + +from overwatch.kev_laya_contract import timestamp, validate_snapshot + +CACHE_VERSION = "kev_laya/raw/2" +READABLE_CACHE_VERSIONS = {"kev_laya/raw/1", CACHE_VERSION} + + +def _readable_cache_envelope(envelope: object) -> bool: + """Guard the version before set membership: cache JSON may contain any type.""" + return (isinstance(envelope, dict) + and isinstance(envelope.get("schema_version"), str) + and envelope["schema_version"] in READABLE_CACHE_VERSIONS) + + +def key(snapshot: dict) -> str: + return snapshot["experiment_id"] + "\0" + snapshot["run_id"] + + +def digest(snapshot: dict) -> str: + return hashlib.sha256(json.dumps(snapshot, sort_keys=True, separators=(",", ":"), allow_nan=False).encode()).hexdigest() + + +def merge_snapshots(previous: dict | None, collected: dict, *, now: datetime | None = None, retention_days=14) -> dict: + """Keep the highest verified position and separately retain disputed observations. + + The collector owns this envelope. No exporter, network call, or directory walk + is made here. Missing/partial registries are not implicit revocations. + """ + now = now or datetime.now(UTC) + warnings = list(collected.get("warnings", [])) + if previous is not None and not _readable_cache_envelope(previous): + warnings.append({"code": "unsupported_prior_cache_version"}) + previous = None + previous = previous if previous is not None else {} + prior_records = previous.get("records", []) + if not isinstance(prior_records, list): + prior_records = [] + warnings.append({"code": "invalid_prior_cache_records"}) + allowed = set(collected.get("configured_ids", [])) + if not collected.get("registry_complete", True): + for rec in prior_records: + if isinstance(rec, dict) and isinstance(rec.get("source_ids"), list): + allowed.update(x for x in rec["source_ids"] if isinstance(x, str)) + records, observations = {}, [] + for rec in prior_records: + try: + snapshot = validate_snapshot(rec["snapshot"], now=now) + sources = sorted(set(rec["source_ids"]) & allowed) + age = (now - timestamp(snapshot["heartbeat_at"])).total_seconds() + if not isinstance(rec.get("provider_status"), dict) or not isinstance(rec.get("transports"), list): + raise ValueError("invalid cache wrapper") # noqa: TRY004 - Preserve cache warning contract. + if sources and age <= retention_days * 86400: + records[key(snapshot)] = copy.deepcopy(rec) | {"source_ids": sources} + except (ValueError, KeyError, TypeError): + warnings.append({"code": "invalid_prior_cache_record"}) + old_observations = previous.get("observations", []) + if not isinstance(old_observations, list): + old_observations = [] + warnings.append({"code": "invalid_prior_cache_observations"}) + for item in old_observations: + try: + snap = validate_snapshot(item["snapshot"], now=now) + if item["source_id"] in allowed and isinstance(item["reason"], str) and ( + now - timestamp(snap["heartbeat_at"])).total_seconds() <= retention_days * 86400: + observations.append(copy.deepcopy(item)) + except (ValueError, KeyError, TypeError): + warnings.append({"code": "invalid_prior_cache_observation"}) + + def position(snap): + return snap["attempt_index"], snap["sequence"] + + def unverified(candidate, code): + snap = candidate["snapshot"] + observations[:] = [o for o in observations if not (o["source_id"] == candidate["source_id"] and + key(o["snapshot"]) == key(snap) and position(o["snapshot"]) <= position(snap))] + observations.append({"snapshot": copy.deepcopy(snap), "source_id": candidate["source_id"], + "transport": candidate["transport"], "reason": code, "received_at": now.isoformat()}) + + grouped = {} + for candidate in collected.get("records", []): + try: + snapshot = validate_snapshot(candidate["snapshot"], now=now) + if (now - timestamp(snapshot["heartbeat_at"])).total_seconds() > retention_days * 86400: + warnings.append({"code": "expired_snapshot_ignored", "run_id": snapshot["run_id"]}) + continue + if candidate["source_id"] not in allowed or candidate["transport"] not in {"local", "s3", "wandb"}: + raise ValueError("unregistered source/transport") + provider = candidate.get("provider_status") + if provider is not None and (not isinstance(provider, str) or len(provider) > 128): + raise ValueError("invalid provider status") + grouped.setdefault(key(snapshot), []).append(candidate) + except (ValueError, KeyError, TypeError): + warnings.append({"code": "invalid_candidate"}) + for run_key, candidates in grouped.items(): + prior = records.get(run_key) + positions, attempt_ids, conflict = {}, {}, False + for candidate in candidates: + snap = candidate["snapshot"] + pos, identity = position(snap), (snap["attempt_id"], digest(snap)) + conflict |= pos in positions and positions[pos] != identity + positions[pos] = identity + attempt_ids.setdefault(snap["attempt_index"], set()).add(snap["attempt_id"]) + if conflict or any(len(ids) > 1 for ids in attempt_ids.values()): + warnings.append({"run_id": candidates[0]["snapshot"]["run_id"], "code": "conflicting_transport_snapshots"}) + for candidate in candidates: + unverified(candidate, "conflicting_transport_snapshots") + continue + for candidate in sorted(candidates, key=lambda c: position(c["snapshot"])): + snap = candidate["snapshot"] + current = prior["snapshot"] if prior else None + code = None + if current is None: + if not verified_attempt_transition(None, snap): + code = "unverified_attempt_lineage" + elif snap["attempt_index"] < current["attempt_index"]: + code = "older_attempt_ignored" + elif snap["attempt_index"] == current["attempt_index"]: + if snap["attempt_id"] != current["attempt_id"]: + code = "attempt_identity_conflict" + elif snap["sequence"] < current["sequence"]: + code = "older_sequence_ignored" + elif snap["sequence"] == current["sequence"] and digest(snap) != digest(current): + code = "sequence_payload_conflict" + elif timestamp(snap["heartbeat_at"]) < timestamp(current["heartbeat_at"]): + code = "heartbeat_regression" + elif any(snap["progress"][k] < current["progress"][k] for k in ("optimizer_steps", "microbatches", "examples", "forward_tokens")): + code = "progress_regression" + elif any(snap[k] != current[k] for k in ("started_at", "provenance", "scheduler", "wandb")) or current.get("extensions") and any(snap.get("extensions", {}).get(k) != current["extensions"].get(k) + for k in ("source", "serialization", "attempt_lineage")): + code = "attempt_metadata_conflict" + elif current["phase"] in {"completed", "failed", "cancelled"} and snap["phase"] != current["phase"]: + code = "terminal_phase_regression" + elif not verified_attempt_transition(current, snap): + code = "unverified_attempt_lineage" + elif snap["wandb"] != current["wandb"]: + code = "run_wandb_identity_conflict" + if code: + warnings.append({"run_id": snap["run_id"], "code": code}) + if code not in {"older_attempt_ignored", "older_sequence_ignored"}: + unverified(candidate, code) + continue + # A strictly newer, independently verified observation resolves an + # older conflict. Equal-position disagreement is never erased merely + # because one transport is temporarily unavailable. + observations[:] = [o for o in observations if not (key(o["snapshot"]) == key(snap) and + (position(o["snapshot"]) < position(snap) or + (digest(o["snapshot"]) == digest(snap) and o["reason"] != "conflicting_transport_snapshots")))] + source_ids = sorted({candidate["source_id"], *(prior["source_ids"] if prior else [])}) + transports = sorted({candidate["transport"], *(prior["transports"] if prior else [])}) + provider_status = dict(prior.get("provider_status", {}) if prior else {}) + if candidate.get("provider_status") is not None: + provider_status[candidate["transport"]] = candidate["provider_status"] + prior = {"snapshot": copy.deepcopy(snap), "source_ids": source_ids, "transports": transports, + "provider_status": provider_status, "received_at": now.isoformat()} + if prior: + records[run_key] = prior + previous_source_rows = previous.get("collection_sources", []) + if not isinstance(previous_source_rows, list): + previous_source_rows = [] + warnings.append({"code": "invalid_prior_collection_sources"}) + previous_sources = {s["source_id"]: s for s in previous_source_rows + if isinstance(s, dict) and isinstance(s.get("source_id"), str)} + new_sources = {s["source_id"]: s for s in collected.get("sources", []) + if isinstance(s, dict) and isinstance(s.get("source_id"), str)} + collection_sources = [] + for source_id in sorted(allowed): + old = previous_sources.get(source_id, {}) + incoming = new_sources.get(source_id, {"source_id": source_id, "status": "skipped_unavailable", + "refreshed_at": None, "payload_bytes": 0, "requests": 0}) + latest = incoming.get("refreshed_at") or old.get("last_successful_refresh_at") or old.get("refreshed_at") + collection_sources.append(dict(incoming, last_successful_refresh_at=latest)) + if len(observations) > 64: + warnings.append({"code": "unverified_observation_retention_bound", "retained": 64}) + return {"schema_version": CACHE_VERSION, "updated_at": now.isoformat(), + "records": [records[k] for k in sorted(records)], "warnings": warnings[-256:], + "observations": observations[-64:], "collection_sources": collection_sources, + "collection_accounting": collected.get("accounting", {}), + "registry_complete": collected.get("registry_complete", True)} + + +def verified_attempt_transition(current: dict | None, candidate: dict) -> bool: + """An index is not authority: require a trusted observed parent or hashed receipts. + + Snapshot validation already checked each receipt's fields, hash, consecutive + index/parent links, and final binding to this exact current attempt. Receipts + are integrity evidence on trusted transports, not third-party signatures. + """ + receipts = candidate.get("extensions", {}).get("attempt_lineage", []) + if current is None: + return candidate["attempt_index"] == 0 or bool(receipts and receipts[0]["attempt_index"] == 0) + known_receipts = current.get("extensions", {}).get("attempt_lineage", []) + known_hash = known_receipts[-1]["sha256"] if known_receipts else None + if receipts: + for row in receipts: + if row["attempt_index"] == current["attempt_index"]: + return (row["attempt_id"] == current["attempt_id"] and + row["parent_attempt_id"] == current["parent_attempt_id"] and + (known_hash is None or row["sha256"] == known_hash)) + first = receipts[0] + if first["attempt_index"] == current["attempt_index"] + 1: + return first["parent_attempt_id"] == current["attempt_id"] and ( + known_hash is None or first["previous_sha256"] == known_hash) + return False + # Compatible historical direct-parent v1 snapshots remain readable. A v2 + # writer with lost receipt storage may also provide exactly one observed + # parent link, but never skip unobserved intervening attempts without proof. + return candidate["attempt_index"] == current["attempt_index"] + 1 and candidate["parent_attempt_id"] == current["attempt_id"] + +def presentation(envelope: dict, jobs: list | None = None, *, namespace: str | None = None, + now: datetime | None = None, stale_seconds=120) -> dict: + """Interpret only already cached records. Sky status is authoritative, never inferred.""" + now = now or datetime.now(UTC) + if not _readable_cache_envelope(envelope): + return {"runs": [], "warnings": [{"code": "missing_or_invalid_model_run_cache"}]} + jobs = jobs or [] + index = {} + for job in jobs: + raw = job if isinstance(job, dict) else vars(job) + ns = raw.get("scheduler_namespace") or namespace + if ns is not None: + index.setdefault((ns, raw.get("job_id")), []).append(raw) + runs, warnings = [], list(envelope.get("warnings", [])) if isinstance(envelope.get("warnings", []), list) else [{"code": "invalid_cached_warnings"}] + def cache_list(name): + value = envelope.get(name, []) + if not isinstance(value, list): + warnings.append({"code": "invalid_cached_" + name}) + return [] + return value + wb_owners = {} + valid_records = [] + for rec in cache_list("records"): + try: + snap = validate_snapshot(rec["snapshot"], now=now) + if not isinstance(rec.get("provider_status"), dict) or not isinstance(rec.get("source_ids"), list) or not isinstance(rec.get("transports"), list): + raise ValueError("invalid cached wrapper") # noqa: TRY004 - Preserve cache warning contract. + except (ValueError, KeyError, TypeError): + warnings.append({"code": "invalid_cached_snapshot"}) + continue + valid_records.append((rec, snap)) + wb = snap.get("wandb") + if wb: + wb_owners.setdefault(tuple(wb[k] for k in ("entity", "project", "run_id")), set()).add(key(snap)) + observation_by_run = {} + for observation in cache_list("observations"): + try: + validate_snapshot(observation["snapshot"], now=now) + if not all(isinstance(observation.get(k), str) for k in ("source_id", "transport", "reason")): + raise ValueError("invalid unverified wrapper") + observation_by_run.setdefault(key(observation["snapshot"]), []).append(observation) + except (ValueError, KeyError, TypeError): + warnings.append({"code": "invalid_unverified_observation"}) + verified_keys = {key(snap) for _, snap in valid_records} + # New but unverifiable observations must not disappear just because no root + # has reached the collector. They are displayed with explicit uncertainty. + for run_key, observations in observation_by_run.items(): + if run_key not in verified_keys: + newest = max(observations, key=lambda o: (o["snapshot"]["attempt_index"], o["snapshot"]["sequence"])) + valid_records.append(({"provider_status": {}, "source_ids": [newest["source_id"]], + "transports": [newest["transport"]], "unverified_only": True}, newest["snapshot"])) + for rec, snap in valid_records: + link = snap["scheduler"] + candidates = index.get((link["namespace"], link["job_id"]), []) if link else [] + status = "local" if link is None else "matched" if len(candidates) == 1 else "ambiguous" if candidates else "unmatched" + resource = candidates[0] if status == "matched" else None + wb = snap["wandb"] + if wb and len(wb_owners.get(tuple(wb[k] for k in ("entity", "project", "run_id")), set())) > 1: + warnings.append({"code": "wandb_identity_conflict", "run_id": snap["run_id"]}) + age = max(0., (now - timestamp(snap["heartbeat_at"])).total_seconds()) + repo, commit = snap["provenance"]["repository"], snap["provenance"]["commit"] + git_url = f"{repo.rstrip('/')}/commit/{commit}" if repo and commit and urlsplit(repo).scheme == "https" else None + total_recoveries = resource.get("recovery_count") if resource else snap["recoveries"]["total"] + phase = snap["phase"] + pending = observation_by_run.get(key(snap), []) + summaries = [{"attempt_id": o["snapshot"]["attempt_id"], "attempt_index": o["snapshot"]["attempt_index"], + "parent_attempt_id": o["snapshot"]["parent_attempt_id"], "sequence": o["snapshot"]["sequence"], + "phase": o["snapshot"]["phase"], "heartbeat_at": o["snapshot"]["heartbeat_at"], + "reason": o["reason"], "source_id": o["source_id"]} for o in pending] + verification = "unverified" if rec.get("unverified_only") else "last_verified_with_newer_uncertainty" if pending else "verified" + runs.append({"experiment_id": snap["experiment_id"], "run_id": snap["run_id"], "attempt_id": snap["attempt_id"], + "attempt_index": snap["attempt_index"], "parent_attempt_id": snap["parent_attempt_id"], "sequence": snap["sequence"], + "phase": phase, "verification": verification, "unverified_observations": summaries, + "extensions": snap.get("extensions"), + "collection_sources": [v for v in cache_list("collection_sources") if isinstance(v, dict) and v.get("source_id") in rec["source_ids"]], + "provider_status": {"skypilot": str(getattr(resource.get("status"), "value", resource.get("status"))) if resource and resource.get("status") is not None else None, + "wandb": rec["provider_status"].get("wandb")}, + "association": {"status": status, "scheduler": link}, + "heartbeat_at": snap["heartbeat_at"], "heartbeat_age_seconds": age, + "freshness": "terminal" if phase in {"completed", "failed", "cancelled"} else "stale" if age > stale_seconds else "fresh", + "progress": snap["progress"], "metrics": snap["metrics"], "history": snap["history"], "resume": snap["resume"], + "artifacts": snap["artifacts"], "provenance": snap["provenance"], "serving": snap["serving"], + "recoveries": {"total": total_recoveries, "infrastructure": None if resource else snap["recoveries"]["infrastructure"], + "application": None if resource else snap["recoveries"]["application"]}, + "cost": snap["cost"], "git_url": git_url, + "wandb_url": f"https://wandb.ai/{wb['entity']}/{wb['project']}/runs/{wb['run_id']}" if wb else None, + "source_ids": rec["source_ids"], "transports": rec["transports"], + "monitoring_export_failures": snap["monitoring_export_failures"]}) + return {"runs": runs, "warnings": warnings} diff --git a/src/overwatch/kev_laya_contract.py b/src/overwatch/kev_laya_contract.py new file mode 100644 index 0000000..0bc0a51 --- /dev/null +++ b/src/overwatch/kev_laya_contract.py @@ -0,0 +1,305 @@ +"""Kev-Laya telemetry v1/v2: standalone stdlib contract; safe to vendor in Overwatch. + +Copyright 2026 Kev-Laya contributors. SPDX-License-Identifier: Apache-2.0 +No imports from the model, torch, training, cloud SDKs or Overwatch. +""" +from __future__ import annotations + +import hashlib +import json +import math +import re +from datetime import UTC, datetime +from urllib.parse import urlsplit + +SCHEMA_VERSION = 2 +SUPPORTED_VERSIONS = {1, 2} +MAX_ATTEMPTS = 64 +MAX_SNAPSHOT_BYTES = 262144 +MAX_HISTORY = 128 +MAX_ARTIFACTS = 32 +PHASES = {"prepare", "train", "calibrate", "evaluate", "serve", "completed", "failed", "cancelled"} +METRICS = {"loss/total", "loss/ce", "loss/policy_gradient", "loss/ordinal", "reward/proper", + "validation/nll", "validation/brier", "validation/ece", "validation/accuracy", "validation/ordinal_mae", + "gradient/norm", "resource/rss_bytes", "resource/gpu_peak_bytes", "learning_rate"} +COUNTERS = {"optimizer_steps", "microbatches", "examples", "forward_tokens"} +IDENT = re.compile(r"^[A-Za-z0-9][A-Za-z0-9_.:/-]{0,159}$") +HEX = re.compile(r"^[a-f0-9]{64}$") +TOP = {"schema_version", "framework", "framework_version", "experiment_id", "run_id", "attempt_id", "attempt_index", + "parent_attempt_id", "sequence", "started_at", "updated_at", "heartbeat_at", "phase", "scheduler", "wandb", + "progress", "metrics", "history", "provenance", "artifacts", "serving", "resume", "recoveries", "cost", + "monitoring_export_failures"} + + +class TelemetryError(ValueError): + pass + + +def require(condition: bool, message: str): + if not condition: + raise TelemetryError(message) + + +def identifier(value, name="identifier"): + require(isinstance(value, str) and IDENT.fullmatch(value) is not None, f"invalid {name}") + + +def number(value, name, *, integer=False, nullable=False, minimum=0): + if value is None and nullable: + return + require(not isinstance(value, bool) and isinstance(value, int if integer else (int, float)), f"invalid {name}") + require(math.isfinite(value) and value >= minimum, f"invalid {name}") + + +def fields(obj, allowed, required=None): + require(isinstance(obj, dict), "object required") + require(not (set(obj) - set(allowed)), "unknown fields") + require(not (set(allowed if required is None else required) - set(obj)), "missing fields") + + +def timestamp(value): + require(isinstance(value, str) and len(value) <= 40, "invalid timestamp") + try: + result = datetime.fromisoformat(value) + except ValueError as exc: + raise TelemetryError("invalid timestamp") from exc + require(result.tzinfo is not None and result.utcoffset() is not None, "timezone required") + return result.astimezone(UTC) + + +def uri(value): + require(isinstance(value, str) and len(value) <= 2048, "invalid URI") + parsed = urlsplit(value) + require(parsed.scheme in {"https", "http", "file", "s3", "gs"}, "unsupported URI scheme") + require(not parsed.username and not parsed.password and not parsed.query and not parsed.fragment, + "credential/query/fragment-bearing URI forbidden") + require(not any(ord(c) < 32 for c in value), "control character in URI") + + +def metrics(obj): + fields(obj, METRICS, required=set()) + for name, value in obj.items(): + number(value, name, minimum=-1e30 if name.startswith(("reward/", "loss/policy", "loss/total")) else 0) + + +def validate_snapshot(data: dict, *, now: datetime | None = None) -> dict: + version = data.get("schema_version") + require(type(version) is int and version in SUPPORTED_VERSIONS, "schema version mismatch") + fields(data, TOP | ({"extensions"} if version == 2 else set())) + require(data["framework"] == "kev_laya", "framework mismatch") + require(isinstance(data["framework_version"], str) and re.fullmatch(r"[A-Za-z0-9][A-Za-z0-9_.+:/-]{0,159}", data["framework_version"]), "invalid framework version") + for key in ("experiment_id", "run_id", "attempt_id"): + identifier(data[key], key) + for key in ("attempt_index", "sequence", "monitoring_export_failures"): + number(data[key], key, integer=True) + if data["parent_attempt_id"] is not None: + identifier(data["parent_attempt_id"]) + require(data["parent_attempt_id"] != data["attempt_id"], "attempt cannot be its own parent") + require((data["attempt_index"] == 0) == (data["parent_attempt_id"] is None), "attempt lineage mismatch") + start, updated, heartbeat = (timestamp(data[k]) for k in ("started_at", "updated_at", "heartbeat_at")) + require(start <= heartbeat <= updated, "timestamp ordering mismatch") + if now is not None: + require((updated - now).total_seconds() <= 30, "future snapshot") + require(data["phase"] in PHASES, "invalid phase") + scheduler = data["scheduler"] + if scheduler is not None: + fields(scheduler, {"provider", "namespace", "job_id"}) + require(scheduler["provider"] == "skypilot", "unsupported scheduler") + identifier(scheduler["namespace"]) + number(scheduler["job_id"], "scheduler job_id", integer=True) + wandb = data["wandb"] + if wandb is not None: + fields(wandb, {"entity", "project", "run_id"}) + for val in wandb.values(): + identifier(val) + require("/" not in val, "W&B ID component contains slash") + progress = data["progress"] + fields(progress, COUNTERS | {"epoch", "totals", "elapsed_seconds", "eta_seconds", "tokens_per_second"}) + for key in COUNTERS: + number(progress[key], key, integer=True) + fields(progress["totals"], COUNTERS, required=set()) + for key, value in progress["totals"].items(): + number(value, key, integer=True, nullable=True) + if value is not None: + require(progress[key] <= value, "counter exceeds declared total") + for key in ("epoch", "elapsed_seconds", "eta_seconds", "tokens_per_second"): + number(progress[key], key, nullable=True) + metrics(data["metrics"]) + require(isinstance(data["history"], list) and len(data["history"]) <= MAX_HISTORY, "history bound exceeded") + previous_step = -1 + for row in data["history"]: + fields(row, {"step", "phase", "metrics"}) + number(row["step"], "history step", integer=True) + require(row["step"] >= previous_step, "history order invalid") + previous_step = row["step"] + require(row["phase"] in PHASES, "invalid history phase") + metrics(row["metrics"]) + provenance = data["provenance"] + pfields = {"model", "backbone", "backbone_revision", "tokenizer", "config_sha256", "data_sha256", "split_hashes", + "seed", "repository", "commit", "precision", "hardware", "context_limits", "evidence_class"} + fields(provenance, pfields) + for key in ("model", "backbone", "backbone_revision", "tokenizer", "precision", "hardware", "evidence_class"): + require(isinstance(provenance[key], str) and len(provenance[key]) <= 240, "invalid provenance string") + for key in ("config_sha256", "data_sha256"): + if version == 2 and provenance[key] is None: + continue + require(isinstance(provenance[key], str) and HEX.fullmatch(provenance[key]) is not None, "invalid hash") + fields(provenance["split_hashes"], {"train", "development", "calibration", "test"}, required=set()) + for val in provenance["split_hashes"].values(): + require(isinstance(val, str) and HEX.fullmatch(val) is not None, "invalid split hash") + number(provenance["seed"], "seed", integer=True) + if provenance["repository"] is not None: + uri(provenance["repository"]) + if provenance["commit"] is not None: + require(isinstance(provenance["commit"], str) and re.fullmatch(r"[a-f0-9]{40,64}", provenance["commit"]) is not None, "invalid commit") + fields(provenance["context_limits"], {"branch", "aggregate"}) + for value in provenance["context_limits"].values(): + number(value, "context limit", integer=True, minimum=1) + require(isinstance(data["artifacts"], list) and len(data["artifacts"]) <= MAX_ARTIFACTS, "artifact bound exceeded") + for artifact in data["artifacts"]: + fields(artifact, {"kind", "uri", "sha256", "size_bytes", "parent_sha256", "resumable"}) + require(artifact["kind"] in {"checkpoint", "configuration", "evaluation", "manifest"}, "artifact kind invalid") + uri(artifact["uri"]) + for key in ("sha256", "parent_sha256"): + require((key == "parent_sha256" and artifact[key] is None) or + (isinstance(artifact[key], str) and HEX.fullmatch(artifact[key]) is not None), "invalid artifact hash") + number(artifact["size_bytes"], "artifact bytes", integer=True) + require(type(artifact["resumable"]) is bool, "invalid resumable flag") + serving = data["serving"] + sfields = {"requests", "errors", "input_tokens", "forward_tokens", "output_tokens", "questions", "prefix_reuses", "latency_ms"} + fields(serving, sfields) + for key in sfields - {"latency_ms"}: + number(serving[key], key, integer=True) + require(serving["errors"] <= serving["requests"], "serving errors exceed requests") + require(isinstance(serving["latency_ms"], list) and len(serving["latency_ms"]) <= MAX_HISTORY, "latency bound exceeded") + for value in serving["latency_ms"]: + number(value, "latency") + fields(data["resume"], {"capable", "checkpoint_sha256"}) + require(type(data["resume"]["capable"]) is bool, "resume flag invalid") + resume_hash = data["resume"]["checkpoint_sha256"] + require(resume_hash is None or (isinstance(resume_hash, str) and HEX.fullmatch(resume_hash) is not None), "resume hash invalid") + require(not data["resume"]["capable"] or resume_hash is not None, "resume capability needs checkpoint") + fields(data["recoveries"], {"total", "infrastructure", "application"}) + for key, value in data["recoveries"].items(): + number(value, key, nullable=True, integer=True) + fields(data["cost"], {"measured_usd", "estimated_usd", "basis"}) + for key in ("measured_usd", "estimated_usd"): + number(data["cost"][key], key, nullable=True) + require(data["cost"]["basis"] is None or data["cost"]["basis"] in {"provider_billing", "configured_hourly_rate", "metered_local"}, "unknown cost basis") + if version == 2: + validate_extensions(data["extensions"], data) + try: + encoded = json.dumps(data, ensure_ascii=False, allow_nan=False).encode() + except (ValueError, TypeError) as exc: + raise TelemetryError("snapshot is not finite JSON") from exc + require(len(encoded) <= MAX_SNAPSHOT_BYTES, "snapshot byte bound exceeded") + return data + + +def decode_snapshot(raw: bytes, *, now: datetime | None = None) -> dict: + require(len(raw) <= MAX_SNAPSHOT_BYTES, "snapshot byte bound exceeded") + def pairs(items): + obj = {} + for key, value in items: + require(key not in obj, "duplicate JSON key") + obj[key] = value + return obj + try: + data = json.loads(raw, object_pairs_hook=pairs) + except (ValueError, UnicodeError) as exc: + raise TelemetryError("invalid telemetry JSON") from exc + return validate_snapshot(data, now=now) + + +ATTEMPT_FIELDS = {"experiment_id", "run_id", "attempt_id", "attempt_index", "parent_attempt_id", "previous_sha256", "sha256"} + + +def attempt_digest(record: dict) -> str: + content = {k: v for k, v in record.items() if k != "sha256"} + return hashlib.sha256(json.dumps(content, sort_keys=True, separators=(",", ":"), ensure_ascii=False).encode()).hexdigest() + + +def validate_attempt_records(records: list, experiment_id: str, run_id: str) -> None: + require(isinstance(records, list) and len(records) <= MAX_ATTEMPTS, "attempt receipts bound exceeded") + previous = None + seen = set() + for record in records: + fields(record, ATTEMPT_FIELDS) + require(record["experiment_id"] == experiment_id and record["run_id"] == run_id, "receipt run identity mismatch") + identifier(record["attempt_id"]) + require(record["attempt_id"] not in seen, "duplicate attempt receipt") + seen.add(record["attempt_id"]) + number(record["attempt_index"], "attempt index", integer=True) + require(record["sha256"] == attempt_digest(record), "attempt receipt hash mismatch") + if record["attempt_index"] == 0: + require(record["parent_attempt_id"] is None and record["previous_sha256"] is None, "root attempt receipt mismatch") + else: + identifier(record["parent_attempt_id"]) + require(record["parent_attempt_id"] != record["attempt_id"], "self parent receipt") + require(isinstance(record["previous_sha256"], str) and HEX.fullmatch(record["previous_sha256"]), "missing receipt predecessor hash") + if previous is not None: + require(record["attempt_index"] == previous["attempt_index"] + 1 and + record["parent_attempt_id"] == previous["attempt_id"] and + record["previous_sha256"] == previous["sha256"], "nonconsecutive receipt chain") + previous = record + + +def validate_extensions(ext: dict, snapshot: dict) -> None: + fields(ext, {"serialization", "source", "attempt_lineage", "lineage_durable", "execution", "resources", "calibration"}, + required={"serialization", "source", "attempt_lineage", "lineage_durable", "execution", "resources"}) + calibration = ext.get("calibration") + if calibration is not None: + fields(calibration, {"status", "method", "split_sha256", "per_type"}) + require(isinstance(calibration["status"], str) and len(calibration["status"]) <= 80, "invalid calibration status") + require(calibration["method"] is None or isinstance(calibration["method"], str) and len(calibration["method"]) <= 80, "invalid calibration method") + require(calibration["split_sha256"] is None or isinstance(calibration["split_sha256"], str) and HEX.fullmatch(calibration["split_sha256"]), "invalid calibration split hash") + fields(calibration["per_type"], {"choice", "score", "noul"}, required=set()) + for row in calibration["per_type"].values(): + fields(row, {"temperature", "count", "status", "before_nll", "after_nll"}) + number(row["temperature"], "temperature", minimum=.2) + require(row["temperature"] <= 5, "temperature outside fitted bounds") + number(row["count"], "calibration count", integer=True) + require(isinstance(row["status"], str) and len(row["status"]) <= 80, "invalid fit status") + for name in ("before_nll", "after_nll"): + number(row[name], name, nullable=True) + + require(ext["lineage_durable"] is None or type(ext["lineage_durable"]) is bool, "invalid lineage durability") + fields(ext["serialization"], {"tokenizer", "serialization", "literal_encoding"}) + for value in ext["serialization"].values(): + require(isinstance(value, str) and len(value) <= 240, "invalid serialization identity") + require(ext["serialization"]["tokenizer"] == snapshot["provenance"]["tokenizer"], "serialization tokenizer mismatch") + source = ext["source"] + fields(source, {"source_tree_sha256", "archive_sha256", "git_dirty", "git_status", "package_version"}) + for key in ("source_tree_sha256", "archive_sha256"): + require(source[key] is None or (isinstance(source[key], str) and HEX.fullmatch(source[key])), "invalid source hash") + require(source["git_dirty"] is None or type(source["git_dirty"]) is bool, "invalid dirty flag") + require(source["git_status"] in {"verified", "unavailable", "error"}, "invalid git source status") + require(isinstance(source["package_version"], str) and len(source["package_version"]) <= 80, "invalid package version") + records = ext["attempt_lineage"] + validate_attempt_records(records, snapshot["experiment_id"], snapshot["run_id"]) + if records: + for key in ("attempt_id", "attempt_index", "parent_attempt_id"): + require(records[-1][key] == snapshot[key], "receipt/current attempt mismatch") + execution = ext["execution"] + if execution is not None: + keys = {"prefix_passes", "branch_passes", "compute_tokens", "padding_tokens", "max_batch_size", "batch_size_histogram", "useful_forward_tokens", "questions"} + fields(execution, keys) + for key in keys - {"batch_size_histogram"}: + number(execution[key], key, integer=True) + hist = execution["batch_size_histogram"] + require(isinstance(hist, dict) and len(hist) <= 1024, "batch histogram bound") + for key, val in hist.items(): + require(isinstance(key, str) and key.isdigit() and 1 <= int(key) <= 1024, "invalid batch size") + number(val, "batch count", integer=True) + require(sum(hist.values()) == execution["branch_passes"], "branch pass/histogram mismatch") + require(sum(int(k)*v for k,v in hist.items()) == execution["questions"], "question count/histogram mismatch") + require(execution["compute_tokens"] == execution["useful_forward_tokens"] + execution["padding_tokens"], "compute token accounting mismatch") + resource = ext["resources"] + if resource is not None: + fields(resource, {"sampled_at", "interval_seconds", "rss_bytes", "gpu_allocated_bytes", "gpu_peak_allocated_bytes", "units", "unavailable"}) + timestamp(resource["sampled_at"]) + number(resource["interval_seconds"], "sampling interval", minimum=0.001) + for key in ("rss_bytes", "gpu_allocated_bytes", "gpu_peak_allocated_bytes"): + number(resource[key], key, nullable=True, integer=True) + require(resource["units"] == "bytes", "invalid resource units") + require(isinstance(resource["unavailable"], list) and set(resource["unavailable"]) <= {"rss", "cuda"}, "invalid unavailable resource") diff --git a/src/overwatch/kev_laya_lock.py b/src/overwatch/kev_laya_lock.py new file mode 100644 index 0000000..33a6d69 --- /dev/null +++ b/src/overwatch/kev_laya_lock.py @@ -0,0 +1,39 @@ +"""Cross-process cache transaction lock; separate from the trainer's atomic export.""" + +import os +from contextlib import contextmanager +from pathlib import Path + + +@contextmanager +def collector_lock(path: Path): + path = Path(path) + path.parent.mkdir(parents=True, exist_ok=True) + descriptor = os.open(path, os.O_CREAT | os.O_RDWR, 0o600) + locked = False + try: + if os.name == "nt": + import msvcrt + + if os.fstat(descriptor).st_size == 0: + os.write(descriptor, b"\0") + os.lseek(descriptor, 0, os.SEEK_SET) + msvcrt.locking(descriptor, msvcrt.LK_NBLCK, 1) + else: + import fcntl + + fcntl.flock(descriptor, fcntl.LOCK_EX | fcntl.LOCK_NB) + locked = True + yield + finally: + if locked: + if os.name == "nt": + import msvcrt + + os.lseek(descriptor, 0, os.SEEK_SET) + msvcrt.locking(descriptor, msvcrt.LK_UNLCK, 1) + else: + import fcntl + + fcntl.flock(descriptor, fcntl.LOCK_UN) + os.close(descriptor) diff --git a/src/overwatch/providers/kev_laya.py b/src/overwatch/providers/kev_laya.py new file mode 100644 index 0000000..b3d7455 --- /dev/null +++ b/src/overwatch/providers/kev_laya.py @@ -0,0 +1,353 @@ +"""Budgeted structured transports. Only this collector reads registered exports. + +Local/S3 exposed stream bytes and the entire W&B JSON response body are charged +before another read or fetch. W&B envelope bytes are conservatively included; +TLS, headers, SDK credential discovery and other opaque transport overhead are +not claimed as measured payload. No implicit SDK pagination or retry loops. +""" +from __future__ import annotations + +import base64 +import json +import math +import os +import stat +import time +from dataclasses import dataclass +from datetime import UTC, datetime +from pathlib import Path +from typing import Any +from urllib.parse import urlsplit +from urllib.request import HTTPRedirectHandler, Request, build_opener + +from overwatch.kev_laya_contract import MAX_SNAPSHOT_BYTES, decode_snapshot, identifier + +MAX_SOURCES = 512 +MAX_TOTAL_BYTES = 16 * 1024 * 1024 + + +@dataclass(frozen=True) +class CollectionLimits: + payload_bytes: int = MAX_TOTAL_BYTES + requests: int = 512 + pages: int = 8 + seconds: float = 15.0 + stream_reads: int = 4096 + def __post_init__(self): + if any(type(x) is not int or x < 1 for x in (self.payload_bytes, self.requests, self.pages, self.stream_reads)): + raise ValueError('collection counts must be positive integers') + if not math.isfinite(self.seconds) or self.seconds < 0: + raise ValueError('invalid collection deadline') + + +class BudgetStop(RuntimeError): + pass + + +class Budget: + def __init__(self, limits, clock, *, started=None): + self.limits, self.clock, self.start = limits, clock, clock() if started is None else started + self.bytes = self.requests = self.pages = self.reads = 0 + @property + def remaining(self): + return self.limits.payload_bytes - self.bytes + def check(self): + if self.clock() - self.start >= self.limits.seconds: + raise BudgetStop('deadline') + if self.remaining <= 0: + raise BudgetStop('payload_budget') + def request(self, *, page=False): + self.check() + if self.requests >= self.limits.requests: + raise BudgetStop('request_budget') + if page and self.pages >= self.limits.pages: + raise BudgetStop('page_budget') + self.requests += 1 + self.pages += int(page) + def timeout(self): + self.check() + return max(.001, min(3., self.limits.seconds - (self.clock() - self.start))) + def read(self, stream, *, known_length=None, maximum=MAX_SNAPSHOT_BYTES): + self.check() + if known_length is not None: + if type(known_length) is not int or known_length < 0: + raise ValueError('invalid declared payload length') + if known_length > maximum: + raise ValueError('payload exceeds snapshot bound') + goal = known_length if known_length is not None else maximum + 1 + cap = min(goal, self.remaining) + chunks, used, eof = [], 0, False + while used < cap: + self.check() + if self.reads >= self.limits.stream_reads: + raise BudgetStop('stream_read_budget') + count = min(32768, cap - used, self.remaining) + self.reads += 1 + raw = stream.read(count) + if not isinstance(raw, bytes): + raise ValueError('transport violated byte-read contract') # noqa: TRY004 - Preserve transport error contract. + self.bytes += len(raw) # Charge even a misbehaving injected transport; do not hide actual I/O. + if len(raw) > count: + raise ValueError('transport violated bounded byte-read contract') + used += len(raw) + if not raw: + eof = True + break + chunks.append(raw) + if known_length is not None: + if used != known_length: + if self.remaining == 0: + raise BudgetStop('payload_budget') + raise ValueError('short declared payload') + elif not eof: + if used > maximum: + raise ValueError('snapshot overflow probe detected excess bytes') + raise BudgetStop('payload_budget') # Completeness unknown, no uncharged probe. + raw = b''.join(chunks) + if len(raw) > maximum: + raise ValueError('snapshot byte bound exceeded') + return raw + + +def registry_path() -> Path: + return Path(os.environ.get('OVERWATCH_KEV_LAYA_REGISTRY', str(Path.home() / '.config/overwatch/kev-laya-sources.json'))) + + +def unique_json(raw): + def pairs(values): + obj = {} + for k, v in values: + if k in obj: + raise ValueError('duplicate JSON key') + obj[k] = v + return obj + return json.loads(raw, object_pairs_hook=pairs) + + +def validate_registry(registry): + if not isinstance(registry, dict) or set(registry) != {'schema_version', 'sources'} or type(registry['schema_version']) is not int or registry['schema_version'] != 1: + raise ValueError('invalid Kev-Laya registry version/fields') + sources = registry['sources'] + if not isinstance(sources, list) or len(sources) > MAX_SOURCES: + raise ValueError('registry source bound exceeded') + seen = set() + for source in sources: + if not isinstance(source, dict): + raise ValueError('registry source must be an object') # noqa: TRY004 - Preserve registry error contract. + source_id = source.get('id') + identifier(source_id, 'source ID') + if source_id in seen: + raise ValueError('duplicate registry source ID') + seen.add(source_id) + transport = source.get('transport') + if transport == 'local': + if set(source) != {'id', 'transport', 'path'} or not isinstance(source['path'], str) or not Path(source['path']).is_absolute(): + raise ValueError('invalid local source; absolute registered file required') + elif transport == 's3': + if set(source) != {'id', 'transport', 'bucket', 'key'}: + raise ValueError('invalid S3 source fields') + for k in ('bucket', 'key'): + val = source[k] + if not isinstance(val, str) or not val or len(val) > 1024 or any(ord(c) < 32 for c in val): + raise ValueError('invalid S3 identifier') + if '/' in source['bucket'] or '?' in source['bucket']: + raise ValueError('bucket is not an identifier') + elif transport == 'wandb': + if set(source) != {'id', 'transport', 'entity', 'project', 'limit'} or type(source['limit']) is not int or not 1 <= source['limit'] <= MAX_SOURCES: + raise ValueError('invalid W&B source fields/limit') + for k in ('entity', 'project'): + identifier(source[k], k) + if '/' in source[k]: + raise ValueError('invalid W&B component') + else: + raise ValueError('unknown telemetry transport') + return sources + + +class NoRedirects(HTTPRedirectHandler): + def redirect_request(self, req, fp, code, msg, headers, newurl): + raise ValueError('W&B redirects are disabled; request count and credential scope are explicit') + + +def open_regular(path: Path): + """Open before fstat without a FIFO race; symlinks are rejected where supported.""" + flags = os.O_RDONLY | getattr(os, 'O_NONBLOCK', 0) | getattr(os, 'O_NOFOLLOW', 0) | getattr(os, 'O_BINARY', 0) + fd = os.open(path, flags) + try: + details = os.fstat(fd) + if not stat.S_ISREG(details.st_mode): + raise ValueError('registered source must be a regular file') + stream = os.fdopen(fd, 'rb') + except BaseException: + os.close(fd) + raise + return stream, details.st_size + + +class WandbPages: + """Explicit, streamed GraphQL pages; no eager public-SDK iterator hydration. + + fetch_snapshot_page is also the bounded SDK-double interface used by tests. + The SDK's ordinary lazy iterator does not expose a pre-read byte cap and is + deliberately not used by this transport. Each call makes one HTTP request. + """ + def fetch_snapshot_page(self, *, entity, project, cursor, first, timeout): + token = os.environ.get('WANDB_API_KEY') + if not token: + raise ValueError('explicit W&B read authentication unavailable') + base = os.environ.get('WANDB_BASE_URL', 'https://api.wandb.ai').rstrip('/') + parsed = urlsplit(base) + if parsed.scheme != 'https' or not parsed.hostname or parsed.username or parsed.password or parsed.query or parsed.fragment: + raise ValueError('invalid W&B base URL') + query = '''query KevLayaSnapshots($entity: String!, $project: String!, $first: Int!, $after: String, $filters: JSONString) { + project(name: $project, entityName: $entity) { + runs(first: $first, after: $after, filters: $filters, order: "-updatedAt") { + edges { cursor node { name state summaryMetrics } } + pageInfo { hasNextPage endCursor } + } + } + }''' + body = json.dumps({'query': query, 'variables': {'entity': entity, 'project': project, + 'first': first, 'after': cursor, + 'filters': json.dumps({'config.framework': 'kev_laya', 'config.telemetry_schema_version': {'$in': [1, 2]}})}}).encode() + auth = base64.b64encode(('api:' + token).encode()).decode() + response = build_opener(NoRedirects()).open(Request(base + '/graphql', data=body, + headers={'Authorization': 'Basic ' + auth, 'Content-Type': 'application/json', 'Accept-Encoding': 'identity'}), timeout=timeout) + # Until the body is returned, this method owns it. Header failures must + # not leak an unread response outside the collector's cleanup scope. + try: + length = response.headers.get('Content-Length') + declared_length = int(length) if length is not None else None + except BaseException: + response.close() + raise + return {'Body': response, 'ContentLength': declared_length} + + +def collect_snapshots(path: Path | None = None, *, wandb_api=None, s3_client=None, + limits: CollectionLimits | None = None, clock=time.monotonic) -> dict[str, Any]: + started = clock() + limits = limits or CollectionLimits() + path = Path(path) if path is not None else registry_path() + if not path.exists(): + # Missing is unavailable, NOT an explicit empty registration/revocation. + return {'records': [], 'warnings': [{'code': 'registry_unavailable'}], 'configured_ids': [], + 'registry_complete': False, 'complete': False, 'sources': [], 'accounting': {}} + registry_stream, _ = open_regular(path) + with registry_stream: + raw_registry = registry_stream.read(131073) + if len(raw_registry) > 131072: + raise ValueError('Kev-Laya registry exceeds 128 KiB') + sources = validate_registry(unique_json(raw_registry)) # All validation BEFORE payload I/O. + budget = Budget(limits, clock, started=started) + cached_s3_client = s3_client + records, warnings, statuses = [], [], [] + now = datetime.now(UTC) + stop_reason = None + + def append(raw, source, provider_status=None, wb_identity=None): + snapshot = decode_snapshot(raw, now=now) + if wb_identity is not None and snapshot['wandb'] != wb_identity: + raise ValueError('W&B transport identity conflicts with snapshot') + records.append({'snapshot': snapshot, 'source_id': source['id'], 'transport': source['transport'], 'provider_status': provider_status}) + + for source in sources: + source_id = source['id'] + before_bytes, before_requests, before_records = budget.bytes, budget.requests, len(records) + status, error_type = 'ok', None + try: + if stop_reason: + raise BudgetStop(stop_reason) + budget.check() + transport = source['transport'] + if transport == 'local': + budget.request() + stream, size = open_regular(Path(source['path'])) + with stream: + raw = budget.read(stream, known_length=size) + append(raw, source) + elif transport == 's3': + budget.request() + client = cached_s3_client + if client is None: + import boto3 + from botocore.config import Config + timeout = budget.timeout() + client = boto3.client('s3', config=Config(connect_timeout=timeout, read_timeout=timeout, + retries={'total_max_attempts': 1})) + cached_s3_client = client + budget.check() + response = client.get_object(Bucket=source['bucket'], Key=source['key']) + body = response['Body'] + try: + raw = budget.read(body, known_length=response.get('ContentLength')) + finally: + body.close() + append(raw, source) + else: + api = wandb_api if wandb_api is not None else WandbPages() + if not hasattr(api, 'fetch_snapshot_page'): + raise ValueError('bounded W&B page transport required; eager SDK iterators are unsupported') + cursor, seen, count = None, set(), 0 + while count < source['limit']: + budget.request(page=True) + first = min(32, source['limit'] - count, max(1, budget.remaining // MAX_SNAPSHOT_BYTES)) + response = api.fetch_snapshot_page(entity=source['entity'], project=source['project'], + cursor=cursor, first=first, timeout=budget.timeout()) + body = response['Body'] + try: + page_raw = budget.read(body, known_length=response.get('ContentLength'), maximum=budget.remaining) + finally: + body.close() + page = unique_json(page_raw) + if page.get('errors'): + raise ValueError('W&B GraphQL errors') + runs = page['data']['project']['runs'] + edges = runs['edges'] + if not isinstance(edges, list) or len(edges) > first: + raise ValueError('W&B page exceeded requested node count') + page_info = runs.get('pageInfo') + if not isinstance(page_info, dict) or type(page_info.get('hasNextPage')) is not bool: + raise ValueError('invalid W&B page completion flag') + has_next = page_info['hasNextPage'] + next_cursor = page_info.get('endCursor') + if has_next and (not isinstance(next_cursor, str) or not next_cursor + or next_cursor in seen or not edges): + raise ValueError('invalid or repeating W&B cursor') + # Validate page completeness before accepting this page's + # records. Prior valid pages remain available on failure. + for edge in edges: + node = edge['node'] + summary = node['summaryMetrics'] + if isinstance(summary, str): + summary = unique_json(summary) + snapshot = summary.get('kev_laya/snapshot') + count += 1 + if snapshot is not None: + identity = {'entity': source['entity'], 'project': source['project'], 'run_id': node['name']} + # Entire containing response was already charged; do not double count. + append(json.dumps(snapshot, allow_nan=False, ensure_ascii=False).encode(), source, node['state'], identity) + if not has_next: + break + cursor = next_cursor + seen.add(cursor) + if count >= source['limit']: + status = 'partial_limit' + warnings.append({'source_id': source_id, 'code': 'source_listing_limit'}) + except BudgetStop as exc: + stop_reason = str(exc) + status = 'partial_' + stop_reason if len(records) > before_records else 'skipped_' + stop_reason + warnings.append({'source_id': source_id, 'code': stop_reason}) + except Exception as exc: # noqa: BLE001 - A failed source must not stop collection of other sources. + status, error_type = 'error', type(exc).__name__ + warnings.append({'source_id': source_id, 'code': 'source_unavailable_or_invalid', 'error_type': error_type}) + statuses.append({'source_id': source_id, 'status': status, 'payload_bytes': budget.bytes - before_bytes, + 'requests': budget.requests - before_requests, 'refreshed_at': now.isoformat() if status == 'ok' else None}) + return {'records': records, 'warnings': warnings, 'configured_ids': [s['id'] for s in sources], + 'registry_complete': True, 'complete': all(s['status'] == 'ok' for s in statuses), 'sources': statuses, + 'accounting': {'payload_bytes': budget.bytes, 'payload_limit': budget.limits.payload_bytes, + 'requests': budget.requests, 'pages': budget.pages, 'stream_reads': budget.reads, + 'registry_bytes': len(raw_registry), 'registry_limit': 131072, + 'elapsed_seconds': max(0., clock() - budget.start), 'stop_reason': stop_reason, + 'payload_convention': 'local/S3 exposed bytes; entire W&B JSON response charged including envelope', + 'transport_overhead_bytes': None, 'deadline_kind': 'cooperative checks before calls/reads plus bounded network timeouts; in-flight I/O may finish after deadline'}} diff --git a/src/overwatch/raw_cache.py b/src/overwatch/raw_cache.py index 0dd5842..538cac7 100644 --- a/src/overwatch/raw_cache.py +++ b/src/overwatch/raw_cache.py @@ -4,6 +4,7 @@ import json import math +import os import shutil import tempfile from datetime import UTC, date, datetime @@ -15,7 +16,7 @@ from overwatch.utils import isoformat -RAW_CACHE_ROOT = Path.home() / ".cache" / "overwatch" / "raw-v1" +RAW_CACHE_ROOT = Path(os.environ.get("OVERWATCH_RAW_CACHE_ROOT", str(Path.home() / ".cache" / "overwatch" / "raw-v1"))).expanduser() def raw_cache_path(*parts: str) -> Path: @@ -108,3 +109,24 @@ def read_json(path: Path, default: Any = None) -> Any: except (OSError, json.JSONDecodeError) as error: logger.warning("Ignoring unreadable cache snapshot {}: {}", path, error) return default + + +def model_runs_cache_path() -> Path: + """Dedicated versioned model cache; legacy raw-v1 resources are unchanged.""" + return raw_cache_path("global", "kev_laya", "runs-v2.json") + + +def read_model_runs_cache() -> dict: + """Cache-only migration read. Never reread producer exports during rendering. + + Existing v1 files are immutable migration inputs; the collector writes v2. + A corrupt v2 does NOT silently roll the current view back to an old v1. + """ + path = model_runs_cache_path() + if not path.exists(): + path = raw_cache_path("global", "kev_laya", "runs-v1.json") + value = read_json(path) + if isinstance(value, dict) and isinstance(value.get("schema_version"), str) and value["schema_version"] in {"kev_laya/raw/1", "kev_laya/raw/2"}: + return value + warning = [{"code": "model_run_cache_unreadable_or_incompatible", "source": "cache"}] if path.exists() else [] + return {"schema_version": "kev_laya/raw/2", "records": [], "observations": [], "warnings": warning} diff --git a/src/overwatch/report.py b/src/overwatch/report.py index e2a9562..d1de913 100644 --- a/src/overwatch/report.py +++ b/src/overwatch/report.py @@ -551,3 +551,12 @@ def build_cluster_record(cluster: Any, zymtrace_project_id: str) -> dict[str, An "gcp_bucket": None, }, } + + +def build_model_runs_report(envelope: dict, jobs: list, *, namespace: str | None = None) -> dict: + """Dedicated model records; no invented scheduler resources or Flow counters.""" + from overwatch.constants import KEV_LAYA_STALE_SECONDS + from overwatch.kev_laya_adapter import presentation + + return presentation(envelope, jobs, namespace=namespace, + stale_seconds=KEV_LAYA_STALE_SECONDS) diff --git a/src/overwatch/report_service.py b/src/overwatch/report_service.py index 745ca93..1adf843 100644 --- a/src/overwatch/report_service.py +++ b/src/overwatch/report_service.py @@ -16,6 +16,7 @@ from overwatch.providers.wandb_flow import match_skypilot_jobs from overwatch.report import ( build_cluster_record, + build_model_runs_report, build_run_record, build_sky_only_record, ) @@ -27,6 +28,7 @@ "sky_clusters": "SkyPilot clusters", "billing": "Cloud billing", "wandb": "W&B training runs", + "kev_laya": "Kev-Laya model telemetry", "cloudwatch": "CloudWatch progress", } @@ -43,6 +45,7 @@ async def collect_report_from_raw_cache( cached_billing_report, cached_cloudwatch_retry_breakdown, cached_cloudwatch_telemetry, + cached_kev_laya_runs, cached_sky_clusters, cached_sky_jobs, cached_train_config, @@ -54,6 +57,7 @@ async def collect_report_from_raw_cache( options = CollectorOptions( limit=args.limit, + local_models_only=bool(getattr(args, "local_models_only", False)) or os.environ.get("OVERWATCH_LOCAL_MODELS_ONLY") == "1", entity=args.entity, gcp_billing_table=( getattr(args, "gcp_billing_table", None) @@ -109,6 +113,7 @@ async def collect_report_from_raw_cache( ], ), "wandb": ("wandb", [raw_cache_path("global", "wandb", "runs.json")]), + "kev_laya": ("kev_laya", [raw_cache_path("global", "kev_laya", "runs-v2.json")]), "cloudwatch": ( "cloudwatch", [raw_cache_path("jobs", str(job_id), "cloudwatch", "cursor.json") for job_id in jobs_for_progress], @@ -121,7 +126,7 @@ async def collect_report_from_raw_cache( query_diagnostics[query_key] = { "key": query_key, "label": QUERY_LABELS[query_key], - "status": "error" if error else "ok", + "status": source.get("status", "ok") if query_key == "kev_laya" else ("error" if error else "ok"), "summary": error or f"Cached in {len(existing_paths)} raw file(s)", "updated_at": manifest.get("updated_at"), "duration_seconds": source.get("duration_seconds"), @@ -196,6 +201,9 @@ async def collect_report_from_raw_cache( records.extend( build_cluster_record(cluster, args.zymtrace_project_id) for cluster in clusters ) + model_runs_report = build_model_runs_report( + cached_kev_laya_runs(), jobs, namespace=os.environ.get("OVERWATCH_SKY_NAMESPACE") + ) records.sort( key=lambda record: ( record["status"]["skypilot"] in ACTIVE_RESOURCE_STATUSES, @@ -211,6 +219,8 @@ async def collect_report_from_raw_cache( "log_enrichment": not args.no_log_enrichment, "billing": billing, "resources": records, + "model_runs": model_runs_report["runs"], + "model_run_warnings": model_runs_report["warnings"], "config_differences": config_differences(matched_records, matched_configs), "warnings": billing["warnings"], "raw_cache_root": manifest.get("cache_root"), diff --git a/src/overwatch/static/dist/assets/index-Daui7N9W.js b/src/overwatch/static/dist/assets/index-B02SM1Kt.js similarity index 67% rename from src/overwatch/static/dist/assets/index-Daui7N9W.js rename to src/overwatch/static/dist/assets/index-B02SM1Kt.js index 3e2fc37..4a66def 100644 --- a/src/overwatch/static/dist/assets/index-Daui7N9W.js +++ b/src/overwatch/static/dist/assets/index-B02SM1Kt.js @@ -46,62 +46,62 @@ var e=Object.create,t=Object.defineProperty,n=Object.getOwnPropertyDescriptor,r= `+c[r].replace(` at new `,` at `);return e.displayName&&u.includes(``)&&(u=u.replace(``,e.displayName)),u}while(1<=r&&0<=i);break}}}finally{ge=!1,Error.prepareStackTrace=n}return(n=e?e.displayName||e.name:``)?he(n):``}function ve(e,t){switch(e.tag){case 26:case 27:case 5:return he(e.type);case 16:return he(`Lazy`);case 13:return 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null}componentWillUnmount(){this.leaveTimer&&=(clearTimeout(this.leaveTimer),null),this.detachDragEndListener()}attachDragEndListener(){window.addEventListener(`mouseup`,this.handleDragEnd,!0),window.addEventListener(`touchend`,this.handleDragEnd,!0),window.addEventListener(`mousemove`,this.handleDrag,!0)}detachDragEndListener(){window.removeEventListener(`mouseup`,this.handleDragEnd,!0),window.removeEventListener(`touchend`,this.handleDragEnd,!0),window.removeEventListener(`mousemove`,this.handleDrag,!0)}handleSlideDrag(e){var t=this.state,n=t.slideMoveStartX,r=t.startX,i=t.endX,a=t.scaleValues;if(a!=null){var o=this.props,s=o.x,c=o.width,l=o.travellerWidth,u=o.startIndex,d=o.endIndex,f=o.onChange,p=o.data,m=o.gap,h=e.pageX-n;h>0?h=Math.min(h,s+c-l-i,s+c-l-r):h<0&&(h=Math.max(h,s-r,s-i));var g=Sq({startX:r+h,endX:i+h,data:p,gap:m,scaleValues:a});(g.startIndex!==u||g.endIndex!==d)&&f&&f(g),this.setState({startX:r+h,endX:i+h,slideMoveStartX:e.pageX})}}handleTravellerDragStart(e,t){var 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importlib.util.spec_from_file_location("overwatch_ci_prerequisites", ROOT / "scripts/ci_prerequisites.py") +assert SPEC is not None and SPEC.loader is not None +MODULE = importlib.util.module_from_spec(SPEC) +SPEC.loader.exec_module(MODULE) + + +def authorized_shape(): + return { + "GITHUB_REPOSITORY": "fixture/Overwatch", + "OVERWATCH_CI_HEAD_REPOSITORY": "fixture/Overwatch", + "UV_INDEX_TSCORE_PASSWORD": "synthetic-not-a-real-credential", + } + + +@pytest.mark.parametrize("version", [(3, 12, 99), (3, 13, 5), (3, 13, 11), (3, 14, 0), (4, 0, 0)]) +def test_unsupported_python_is_not_a_pass(version): + assert MODULE.blockers(version, authorized_shape(), ci=True) == [ + "unsupported_python_requires_3_13_12_to_before_3_14", + ] + + +@pytest.mark.parametrize("version", [(3, 13, 12), (3, 13, 13), (3, 13, 99)]) +def test_supported_python_only_establishes_prerequisite_shape(version): + assert MODULE.blockers(version, authorized_shape(), ci=True) == [] + + +def test_local_preserves_external_keyring_route(): + assert MODULE.blockers((3, 13, 12), {}, ci=False) == [] + + +def test_missing_token_is_blocked(): + env = authorized_shape() + env.pop("UV_INDEX_TSCORE_PASSWORD") + assert MODULE.blockers((3, 13, 12), env, ci=True) == ["missing_authorized_tscore_index_token"] + + +@pytest.mark.parametrize("head", ["", "other/fork"]) +def test_untrusted_or_unknown_repo_is_blocked(head): + env = authorized_shape() + env["OVERWATCH_CI_HEAD_REPOSITORY"] = head + reasons = MODULE.blockers((3, 13, 12), env, ci=True) + assert reasons == ["credentialed_backend_requires_reviewed_same_repository_code"] + assert env["UV_INDEX_TSCORE_PASSWORD"] not in repr(reasons) + + +def test_cli_missing_prerequisites_is_nonzero_and_secret_safe(): + import os + env = dict(os.environ) + for key in ("GITHUB_REPOSITORY", "OVERWATCH_CI_HEAD_REPOSITORY", "UV_INDEX_TSCORE_PASSWORD"): + env.pop(key, None) + result = subprocess.run([sys.executable, str(ROOT / "scripts/ci_prerequisites.py"), "--ci"], + env=env, text=True, capture_output=True, timeout=10, check=False) + assert result.returncode == 2 + assert "missing_authorized_tscore_index_token" in result.stdout + assert not result.stderr + + +def workflow(): + return yaml.load((ROOT / ".github/workflows/ci.yml").read_text(), Loader=yaml.BaseLoader) + + +def test_workflow_never_uses_privileged_pr_trigger_or_suppresses_failure(): + text = (ROOT / ".github/workflows/ci.yml").read_text() + data = workflow() + assert set(data["on"]) == {"pull_request", "push", "workflow_dispatch"} + assert "pull_request_target" not in text + assert "continue-on-error" not in text + assert data["permissions"] == {"contents": "read"} + assert all("if" not in job for job in data["jobs"].values()) + + +def test_credentials_only_reach_preflight_and_locked_install(): + data = workflow() + backend = data["jobs"]["backend"] + assert backend["environment"] == "overwatch-ci" + assert "env" not in backend + secret_steps = [step for step in backend["steps"] if "secrets." in repr(step)] + assert len(secret_steps) == 2 + assert {step["run"] for step in secret_steps} == { + "python scripts/ci_prerequisites.py --ci", + "uv sync --locked --group dev --python 3.13.12", + } + assert "secrets." not in repr(data["jobs"]["frontend"]) + assert "cache" not in repr(data["jobs"]) + + +def test_workflow_pin_and_required_commands(): + import re + data = workflow() + steps = [step for job in data["jobs"].values() for step in job["steps"]] + uses = [step["uses"] for step in steps if "uses" in step] + assert all(re.fullmatch(r"actions/[\w-]+@[a-f0-9]{40}", ref) for ref in uses) + runs = [step["run"] for step in steps if "run" in step] + for command in ["npm ci --ignore-scripts --no-audit --no-fund", "npm run typecheck", + "npm test", "npm run build", "uv run --locked --no-sync ruff check src tests scripts", + "uv run --locked --no-sync pytest -q -ra --junitxml=backend-junit.xml"]: + assert command in runs + python_steps = [step for step in steps if step.get("uses", "").startswith("actions/setup-python@")] + assert len(python_steps) == 1 and python_steps[0]["with"]["python-version"] == "3.13.12" + assert data["jobs"]["backend"]["name"] == "backend-lint-and-locked-tests" + assert data["jobs"]["frontend"]["name"] == "frontend-typecheck-vitest-build" diff --git a/tests/test_kev_laya_cache_versions.py b/tests/test_kev_laya_cache_versions.py new file mode 100644 index 0000000..f80b662 --- /dev/null +++ b/tests/test_kev_laya_cache_versions.py @@ -0,0 +1,138 @@ +"""Direct adapter boundary tests; these are synthetic cache data, not live telemetry.""" +from copy import deepcopy +from datetime import UTC, datetime + +import pytest + +from overwatch.kev_laya_adapter import CACHE_VERSION, merge_snapshots, presentation +from overwatch.kev_laya_contract import validate_snapshot + +NOW = datetime(2026, 9, 27, 0, 0, tzinfo=UTC) +BAD_VERSIONS = [[], {}, None, True, False, 1, 2.0, "", "kev_laya/raw/3"] + + +def snapshot(): + """A schema-valid historical v1 snapshot, explicitly synthetic.""" + return { + "schema_version": 1, "framework": "kev_laya", "framework_version": "test-fixture", + "experiment_id": "test-experiment", "run_id": "test-run", "attempt_id": "test-attempt", + "attempt_index": 0, "parent_attempt_id": None, "sequence": 1, + "started_at": NOW.isoformat(), "updated_at": NOW.isoformat(), + "heartbeat_at": NOW.isoformat(), "phase": "train", "scheduler": None, "wandb": None, + "progress": { + "optimizer_steps": 7, "microbatches": 14, "examples": 28, "forward_tokens": 100, + "epoch": None, "totals": {}, "elapsed_seconds": 1, "eta_seconds": None, + "tokens_per_second": None, + }, + "metrics": {"loss/ce": 0.75}, "history": [], "artifacts": [], + "provenance": { + "model": "fixture", "backbone": "fixture", "backbone_revision": "fixture", + "tokenizer": "fixture", "config_sha256": "0" * 64, "data_sha256": "1" * 64, + "split_hashes": {}, "seed": 0, "repository": None, "commit": None, + "precision": "fixture", "hardware": "fixture", "evidence_class": "synthetic", + "context_limits": {"branch": 32, "aggregate": 64}, + }, + "serving": { + "requests": 0, "errors": 0, "input_tokens": 0, "forward_tokens": 0, + "output_tokens": 0, "questions": 0, "prefix_reuses": 0, "latency_ms": [], + }, + "resume": {"capable": False, "checkpoint_sha256": None}, + "recoveries": {"total": 7, "infrastructure": None, "application": None}, + "cost": {"measured_usd": None, "estimated_usd": None, "basis": None}, + "monitoring_export_failures": 0, + } + + +def envelope(version): + snap = snapshot() + validate_snapshot(snap, now=NOW) + return { + "schema_version": version, "warnings": [], "observations": [], + "records": [{ + "snapshot": snap, "source_ids": ["local-fixture"], "transports": ["local"], + "provider_status": {}, "received_at": NOW.isoformat(), + }], + } + + +@pytest.mark.parametrize("version", BAD_VERSIONS) +def test_merge_rejects_invalid_version_without_mutating_inputs(version): + previous = envelope(version) + collected = {"configured_ids": ["local-fixture"], "records": [], "warnings": []} + originals = deepcopy((previous, collected)) + result = merge_snapshots(previous, collected, now=NOW) + assert result["schema_version"] == CACHE_VERSION + assert result["records"] == [] + assert result["warnings"] == [{"code": "unsupported_prior_cache_version"}] + assert (previous, collected) == originals + + +@pytest.mark.parametrize("version", BAD_VERSIONS) +def test_presentation_rejects_invalid_version(version): + previous = envelope(version) + original = deepcopy(previous) + assert presentation(previous, now=NOW) == { + "runs": [], "warnings": [{"code": "missing_or_invalid_model_run_cache"}], + } + assert previous == original + + +@pytest.mark.parametrize("previous", [{}, {"records": []}, [], "bad-envelope"]) +def test_missing_version_or_invalid_envelope_is_diagnostic(previous): + result = merge_snapshots(previous, {}, now=NOW) + assert {"code": "unsupported_prior_cache_version"} in result["warnings"] + assert result["records"] == [] + assert presentation(previous, now=NOW)["warnings"] == [ + {"code": "missing_or_invalid_model_run_cache"}, + ] + + +def test_no_previous_cache_is_a_valid_cold_start(): + assert merge_snapshots(None, {}, now=NOW)["warnings"] == [] + + +@pytest.mark.parametrize("version", ["kev_laya/raw/1", "kev_laya/raw/2"]) +def test_supported_versions_preserve_cached_values_and_unknowns(version): + previous = envelope(version) + original = deepcopy(previous) + result = merge_snapshots(previous, {"configured_ids": ["local-fixture"]}, now=NOW) + assert result["warnings"] == [] + assert result["records"][0]["snapshot"] == original["records"][0]["snapshot"] + direct = presentation(previous, now=NOW) + view = presentation(result, now=NOW) + for rendered in (direct, view): + assert rendered["warnings"] == [] + run = rendered["runs"][0] + assert run["run_id"] == "test-run" + assert run["progress"]["optimizer_steps"] == 7 + assert run["recoveries"] == {"total": 7, "infrastructure": None, "application": None} + assert run["cost"]["measured_usd"] is None + assert run["association"] == {"status": "local", "scheduler": None} + assert run["provider_status"]["skypilot"] is None + assert previous == original + + +@pytest.mark.parametrize("version", ["kev_laya/raw/1", "kev_laya/raw/2"]) +def test_scheduler_status_and_total_remain_authoritative(version): + previous = envelope(version) + previous["records"][0]["snapshot"]["scheduler"] = { + "provider": "skypilot", "namespace": "fixture-ns", "job_id": 42, + } + result = presentation(previous, [{ + "scheduler_namespace": "fixture-ns", "job_id": 42, + "status": "RUNNING", "recovery_count": 11, + }], now=NOW) + run = result["runs"][0] + assert run["provider_status"]["skypilot"] == "RUNNING" + assert run["recoveries"] == {"total": 11, "infrastructure": None, "application": None} + + +def test_invalid_prior_does_not_drop_fresh_valid_candidate(): + result = merge_snapshots({"schema_version": []}, { + "configured_ids": ["local-fixture"], "records": [{ + "source_id": "local-fixture", "transport": "local", "snapshot": snapshot(), + }], + }, now=NOW) + assert result["warnings"] == [{"code": "unsupported_prior_cache_version"}] + assert len(result["records"]) == 1 + assert result["records"][0]["snapshot"]["run_id"] == "test-run" diff --git a/tests/test_kev_laya_pipeline.py b/tests/test_kev_laya_pipeline.py new file mode 100644 index 0000000..d68b8bb --- /dev/null +++ b/tests/test_kev_laya_pipeline.py @@ -0,0 +1,78 @@ +"""Native Overwatch E2E gate: run only in its real supported environment. + +No reader/provider is replaced by a fake to obtain the initial report. The one +negative monkeypatch below is a trap proving cache-only rendering AFTER an actual +collector pass. Test caches/registries are always isolated from the running user. +""" +import argparse +import asyncio +import hashlib +import importlib +import json +import os +import sys +from pathlib import Path + +import pytest + + +def test_real_export_through_collector_cache_and_report(tmp_path, monkeypatch): + if sys.version_info < (3, 13, 12) or sys.version_info >= (3, 14): + pytest.skip('Overwatch requires Python >=3.13.12,<3.14; do not relax the native gate') + source = os.environ.get('KEV_LAYA_SNAPSHOT') + if not source: + pytest.skip('set KEV_LAYA_SNAPSHOT to a fresh real training export with checkpoint/evaluation artifacts') + from overwatch import cached_metrics, collector, raw_cache + from overwatch.kev_laya_contract import decode_snapshot + from overwatch.report_service import collect_report_from_raw_cache + original = Path(source).resolve() + raw = original.read_bytes() + snapshot = decode_snapshot(raw) + assert snapshot['schema_version'] == 2 + assert snapshot['progress']['optimizer_steps'] > 0 + assert snapshot['extensions']['execution']['max_batch_size'] > 1 + assert any(a['kind'] == 'checkpoint' for a in snapshot['artifacts']) + assert any(a['kind'] == 'evaluation' for a in snapshot['artifacts']) + # Copy, never remove or rewrite the evidence-producing trainer's original. + export = tmp_path / 'actual-export.json' + export.write_bytes(raw) + isolated = tmp_path / 'raw-v1' + monkeypatch.setenv('OVERWATCH_RAW_CACHE_ROOT', str(isolated)) + for module in (raw_cache, collector, cached_metrics): + monkeypatch.setattr(module, 'RAW_CACHE_ROOT', isolated) + registry = tmp_path / 'registry.json' + registry.write_text(json.dumps({'schema_version': 1, 'sources': [ + {'id': 'actual-training', 'transport': 'local', 'path': str(export)}]})) + monkeypatch.setenv('OVERWATCH_KEV_LAYA_REGISTRY', str(registry)) + manifest = asyncio.run(collector.collect_raw_metrics(collector.CollectorOptions(local_models_only=True))) + assert manifest['sources']['kev_laya']['status'] == 'ok' + assert manifest['sources']['kev_laya']['raw']['runs'] == 1 + assert all(manifest['sources'][k]['status'] == 'skipped' for k in ('sky_jobs', 'wandb', 'cloudwatch')) + cache = raw_cache.model_runs_cache_path() + assert cache.name == 'runs-v2.json' and cache.is_file() + args = argparse.Namespace(limit=20, entity=None, gcp_billing_table=None, no_log_enrichment=True, + zymtrace_project_id='00000000-0000-0000-0000-000000000000', local_models_only=True) + report = asyncio.run(collect_report_from_raw_cache(args, refresh_cache=False)) + assert report['resources'] == [] + run = report['model_runs'][0] + assert run['run_id'] == snapshot['run_id'] and run['verification'] == 'verified' + assert run['association']['status'] == 'local' and run['provider_status']['skypilot'] is None + assert run['progress']['optimizer_steps'] == snapshot['progress']['optimizer_steps'] + assert run['extensions']['execution'] == snapshot['extensions']['execution'] + # Model/report module reload stands in for a fresh reader process, retaining + # actual persisted bytes, not an in-memory adapter result. + importlib.reload(cached_metrics) + export.unlink() + def no_io(*args, **kwargs): + raise AssertionError('cache-only report unexpectedly contacted collector/export/provider') + monkeypatch.setattr(collector, 'collect_raw_metrics', no_io) + from overwatch.providers import kev_laya as provider + monkeypatch.setattr(provider, 'collect_snapshots', no_io) + after = asyncio.run(collect_report_from_raw_cache(args, refresh_cache=False)) + assert after['model_runs'] == report['model_runs'] or ( + after['model_runs'][0]['extensions'] == run['extensions'] and + after['model_runs'][0]['progress'] == run['progress']) # freshness age legitimately advances + assert hashlib.sha256(original.read_bytes()).hexdigest() == hashlib.sha256(raw).hexdigest() + (tmp_path / 'native-e2e-report.json').write_text(json.dumps({ + 'fresh_export_sha256': hashlib.sha256(raw).hexdigest(), 'report': after, + 'collector': manifest, 'cache_only_after_source_removed': True}, indent=2)) diff --git a/tests/test_kev_laya_wandb_response_guards.py b/tests/test_kev_laya_wandb_response_guards.py new file mode 100644 index 0000000..2a925ea --- /dev/null +++ b/tests/test_kev_laya_wandb_response_guards.py @@ -0,0 +1,303 @@ +"""Synthetic transport regressions; no live W&B, SDK, model, or UI qualification.""" +from __future__ import annotations + +import io +import json +import socket +from datetime import UTC, datetime +from urllib.error import URLError + +import pytest + +from overwatch.kev_laya_contract import validate_snapshot +from overwatch.providers import kev_laya as provider + + +@pytest.fixture(autouse=True) +def no_network(monkeypatch): + def forbidden(*args, **kwargs): + raise AssertionError('source regressions must not contact a network') + monkeypatch.setattr(socket.socket, 'connect', forbidden) + monkeypatch.setattr(socket.socket, 'connect_ex', forbidden) + monkeypatch.setattr(socket, 'create_connection', forbidden) + monkeypatch.setenv('WANDB_API_KEY', 'synthetic-source-test-placeholder') + monkeypatch.setenv('WANDB_BASE_URL', 'https://example.invalid') + + +def snapshot(run_id='run-1', sequence=1): + now = datetime.now(UTC).isoformat() + result = { + 'schema_version': 1, 'framework': 'kev_laya', 'framework_version': 'test', + 'experiment_id': 'synthetic-test', 'run_id': run_id, 'attempt_id': 'attempt-0', + 'attempt_index': 0, 'parent_attempt_id': None, 'sequence': sequence, + 'started_at': now, 'updated_at': now, 'heartbeat_at': now, 'phase': 'train', + 'scheduler': None, 'wandb': {'entity': 'test', 'project': 'test', 'run_id': run_id}, + 'progress': {'optimizer_steps': 1, 'microbatches': 1, 'examples': 1, + 'forward_tokens': 1, 'epoch': None, 'totals': {}, + 'elapsed_seconds': None, 'eta_seconds': None, 'tokens_per_second': None}, + 'metrics': {}, 'history': [], + 'provenance': {'model': 'synthetic', 'backbone': 'none', 'backbone_revision': 'none', + 'tokenizer': 'none', 'config_sha256': '0' * 64, 'data_sha256': '0' * 64, + 'split_hashes': {}, 'seed': 0, 'repository': None, 'commit': None, + 'precision': 'none', 'hardware': 'none', + 'context_limits': {'branch': 1, 'aggregate': 1}, 'evidence_class': 'fixture'}, + 'artifacts': [], + 'serving': {'requests': 0, 'errors': 0, 'input_tokens': 0, 'forward_tokens': 0, + 'output_tokens': 0, 'questions': 0, 'prefix_reuses': 0, 'latency_ms': []}, + 'resume': {'capable': False, 'checkpoint_sha256': None}, + 'recoveries': {'total': None, 'infrastructure': None, 'application': None}, + 'cost': {'measured_usd': None, 'estimated_usd': None, 'basis': None}, + 'monitoring_export_failures': 0, + } + return validate_snapshot(result) + + +def page(flag=False, *, cursor=None, snapshots=(), encoded_summary=False): + edges = [] + for item in snapshots: + summary = {'kev_laya/snapshot': item} + edges.append({'cursor': cursor, 'node': {'name': item['run_id'], 'state': 'running', + 'summaryMetrics': json.dumps(summary) if encoded_summary else summary}}) + return {'data': {'project': {'runs': {'edges': edges, + 'pageInfo': {'hasNextPage': flag, 'endCursor': cursor}}}}} + + +class RecordingBody(io.BytesIO): + def __init__(self, raw, headers=None): + super().__init__(raw) + self.headers = {} if headers is None else headers + self.read_sizes = [] + self.close_calls = 0 + + def read(self, size=-1): + self.read_sizes.append(size) + assert size >= 0, 'unbounded read' + return super().read(size) + + def close(self): + self.close_calls += 1 + super().close() + + +class Pages: + def __init__(self, pages, *, known_length=True): + self.raw = [json.dumps(item, allow_nan=False).encode() for item in pages] + self.bodies = [RecordingBody(raw) for raw in self.raw] + self.calls = [] + self.known_length = known_length + + def fetch_snapshot_page(self, **kwargs): + index = len(self.calls) + self.calls.append(kwargs) + assert index < len(self.bodies), 'unexpected extra provider request' + return {'Body': self.bodies[index], + 'ContentLength': len(self.raw[index]) if self.known_length else None} + + +def collect(tmp_path, pages, *, limits=None, source_limit=8): + registry = tmp_path / 'registry.json' + registry.write_text(json.dumps({'schema_version': 1, 'sources': [ + {'id': 'registered-test', 'transport': 'wandb', 'entity': 'test', + 'project': 'test', 'limit': source_limit}]}), encoding='utf-8') + return provider.collect_snapshots(registry, wandb_api=pages, limits=limits) + + +def assert_invalid(result, pages, *, retained=()): + assert result['complete'] is False + assert result['registry_complete'] is True # An invalid response is not revocation. + assert result['configured_ids'] == ['registered-test'] + assert result['sources'][0]['status'] == 'error' + assert result['sources'][0]['refreshed_at'] is None + assert [row['snapshot']['run_id'] for row in result['records']] == list(retained) + assert result['warnings'] == [{'source_id': 'registered-test', + 'code': 'source_unavailable_or_invalid', 'error_type': 'ValueError'}] + assert result['accounting']['payload_bytes'] == sum(len(raw) for raw in pages.raw[:len(pages.calls)]) + assert result['accounting']['requests'] == len(pages.calls) + assert result['accounting']['pages'] == len(pages.calls) + for body in pages.bodies[:len(pages.calls)]: + assert body.closed and body.close_calls == 1 + assert 'synthetic-source-test-placeholder' not in json.dumps(result) + + +@pytest.mark.parametrize('flag', [None, 0, 1, -1, 0.0, 1.0, '', 'false', 'true', [], {}, [False]]) +@pytest.mark.parametrize('populated', [False, True]) +def test_non_boolean_page_completion_is_never_success(tmp_path, flag, populated): + pages = Pages([page(flag, cursor='next', snapshots=[snapshot()] if populated else [])]) + result = collect(tmp_path, pages) + assert len(pages.calls) == 1 + assert_invalid(result, pages) + + +@pytest.mark.parametrize('metadata', [None, [], '', {}, {'endCursor': None}]) +def test_invalid_page_info_rejected_before_snapshot_acceptance(tmp_path, metadata): + response = page(snapshots=[snapshot()]) + response['data']['project']['runs']['pageInfo'] = metadata + pages = Pages([response]) + assert_invalid(collect(tmp_path, pages), pages) + + +@pytest.mark.parametrize('cursor', [None, '', 1, False, [], {}]) +def test_invalid_continuation_rejected_before_snapshot_acceptance(tmp_path, cursor): + pages = Pages([page(True, cursor=cursor, snapshots=[snapshot()])]) + assert_invalid(collect(tmp_path, pages), pages) + + +def test_repeated_cursor_rejects_current_page_but_retains_valid_previous_page(tmp_path): + first = snapshot('run-1') + pages = Pages([page(True, cursor='same', snapshots=[first]), + page(True, cursor='same', snapshots=[snapshot('run-2')])]) + result = collect(tmp_path, pages) + assert_invalid(result, pages, retained=['run-1']) + assert result['records'][0]['snapshot'] == first + assert [call['cursor'] for call in pages.calls] == [None, 'same'] + + +def test_bad_later_page_does_not_discard_prior_records_or_refresh_source(tmp_path): + first = snapshot('run-1') + pages = Pages([page(True, cursor='next', snapshots=[first]), + page(None, snapshots=[snapshot('run-2')])]) + result = collect(tmp_path, pages) + assert_invalid(result, pages, retained=['run-1']) + assert result['records'][0]['snapshot'] == first + + +@pytest.mark.parametrize('populated', [False, True]) +@pytest.mark.parametrize('encoded_summary', [False, True]) +@pytest.mark.parametrize('known_length', [False, True]) +def test_valid_final_pages_remain_successful(tmp_path, populated, encoded_summary, known_length): + item = snapshot() + pages = Pages([page(False, snapshots=[item] if populated else [], + encoded_summary=encoded_summary)], known_length=known_length) + result = collect(tmp_path, pages) + assert result['complete'] is True and result['warnings'] == [] + assert result['sources'][0]['refreshed_at'] is not None + assert len(result['records']) == int(populated) + if populated: + assert result['records'][0]['snapshot'] == item + assert result['records'][0]['provider_status'] == 'running' + assert result['accounting']['payload_bytes'] == len(pages.raw[0]) + assert pages.bodies[0].closed and pages.bodies[0].close_calls == 1 + + +def test_valid_pagination_keeps_explicit_request_and_payload_accounting(tmp_path): + pages = Pages([page(True, cursor='next', snapshots=[snapshot('run-1')]), + page(False, snapshots=[snapshot('run-2')])]) + result = collect(tmp_path, pages) + assert result['complete'] and len(result['records']) == 2 + assert result['accounting']['payload_bytes'] == sum(map(len, pages.raw)) + assert result['accounting']['requests'] == result['accounting']['pages'] == 2 + assert [call['cursor'] for call in pages.calls] == [None, 'next'] + assert all(0 < call['timeout'] <= 3 for call in pages.calls) + assert all(body.closed and body.close_calls == 1 for body in pages.bodies) + + +def test_source_listing_limit_stays_partial(tmp_path): + pages = Pages([page(True, cursor='next', snapshots=[snapshot()])]) + result = collect(tmp_path, pages, source_limit=1) + assert not result['complete'] and len(result['records']) == 1 + assert result['sources'][0]['status'] == 'partial_limit' + assert result['sources'][0]['refreshed_at'] is None + assert len(pages.calls) == 1 + + +@pytest.mark.parametrize('limits,reason', [ + (provider.CollectionLimits(requests=1), 'request_budget'), + (provider.CollectionLimits(pages=1), 'page_budget'), +]) +def test_budget_stop_preserves_previous_valid_page(tmp_path, limits, reason): + pages = Pages([page(True, cursor='next', snapshots=[snapshot()])]) + result = collect(tmp_path, pages, limits=limits) + assert not result['complete'] and len(result['records']) == 1 + assert result['sources'][0]['status'] == 'partial_' + reason + assert result['sources'][0]['refreshed_at'] is None + assert result['accounting']['stop_reason'] == reason + assert len(pages.calls) == 1 and pages.bodies[0].closed + + +def test_short_payload_budget_is_not_refreshed(tmp_path): + pages = Pages([page(False)]) + result = collect(tmp_path, pages, limits=provider.CollectionLimits(payload_bytes=20)) + assert not result['complete'] and result['records'] == [] + assert result['sources'][0]['refreshed_at'] is None + assert result['accounting']['payload_bytes'] <= 20 + assert pages.bodies[0].closed + + +def test_identity_mismatch_still_fails(tmp_path): + response = page(snapshots=[snapshot()]) + response['data']['project']['runs']['edges'][0]['node']['name'] = 'other-run' + pages = Pages([response]) + assert_invalid(collect(tmp_path, pages), pages) + + +@pytest.mark.parametrize('errors', [[{'message': 'synthetic remote failure'}], ['failure']]) +def test_graphql_error_stays_non_success_and_secret_safe(tmp_path, errors): + response = page(snapshots=[snapshot()]) + response['errors'] = errors + pages = Pages([response]) + result = collect(tmp_path, pages) + assert_invalid(result, pages) + assert 'synthetic remote failure' not in json.dumps(result) + + +class Opener: + def __init__(self, response): + self.response = response + self.calls = [] + + def open(self, request, *, timeout): + self.calls.append((request, timeout)) + assert request.full_url == 'https://example.invalid/graphql' + return self.response + + +def fetch_page(monkeypatch, response): + opener = Opener(response) + monkeypatch.setattr(provider, 'build_opener', lambda *handlers: opener) + result = provider.WandbPages().fetch_snapshot_page(entity='test', project='test', + cursor=None, first=1, timeout=1) + assert len(opener.calls) == 1 + return result + + +@pytest.mark.parametrize('length', ['', 'NaN', '1.5', 'not-a-length', '0x10', [], {}]) +def test_invalid_content_length_closes_unread_response(monkeypatch, length): + response = RecordingBody(b'never-read', {'Content-Length': length}) + with pytest.raises((ValueError, TypeError)): + fetch_page(monkeypatch, response) + assert response.closed and response.close_calls == 1 + assert response.read_sizes == [] + + +@pytest.mark.parametrize('exception', [ValueError('bad headers'), KeyboardInterrupt()]) +def test_header_extraction_failure_closes_response(monkeypatch, exception): + class BrokenHeaders: + def get(self, name): + raise exception + response = RecordingBody(b'never-read', BrokenHeaders()) + with pytest.raises(type(exception)): + fetch_page(monkeypatch, response) + assert response.closed and response.close_calls == 1 + assert response.read_sizes == [] + + +@pytest.mark.parametrize('length,expected', [(None, None), ('0', 0), ('123', 123)]) +def test_valid_header_transfers_body_ownership_without_reading(monkeypatch, length, expected): + response = RecordingBody(b'not-read', {'Content-Length': length}) + result = fetch_page(monkeypatch, response) + assert result == {'Body': response, 'ContentLength': expected} + assert not response.closed and response.read_sizes == [] + response.close() + + +def test_request_failure_is_not_retried(monkeypatch): + calls = [] + class FailedOpener: + def open(self, request, *, timeout): + calls.append(request.full_url) + raise URLError('synthetic request failure') + monkeypatch.setattr(provider, 'build_opener', lambda *handlers: FailedOpener()) + with pytest.raises(URLError): + provider.WandbPages().fetch_snapshot_page(entity='test', project='test', + cursor=None, first=1, timeout=1) + assert calls == ['https://example.invalid/graphql']