Versions track the phases in the plan: a phase is released once its exit criterion is met, not when its code lands. That keeps "released" meaning something — v0.1.0 ships sim-engine and the routing libraries, and says plainly that the gateway does not serve traffic yet. scripts/gitea/milestones.py creates the matching Gitea milestones. Idempotent and never destructive, so it can be re-run after the roadmap shifts. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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# Changelog
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Versions map onto the roadmap phases in [llmgw-plan.md](llmgw-plan.md) §11. A phase
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is only released once its **exit criterion** is met, not when its code lands.
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| Version | Phase | Scope | State |
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|---|---|---|---|
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| v0.1.0 | 0 | Skeleton and sim-engine | released |
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| v0.2.0 | 1 | Static router: streaming proxy, filter/score/pick | in progress |
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| v0.3.0 | 1.5 | Admission control: priority bands, saturation detector | planned |
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| v0.4.0 | 2 | Agent: GPU/IB discovery, single-node engines | planned |
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| v0.5.0 | 3 | Control plane: catalog, placement, reconciler | planned |
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| v0.6.0 | 4 | Multi-node replicas and fabric awareness | planned |
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| v1.0.0 | 5 | Tenancy, prefix affinity, benchmarking | planned |
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Until v1.0.0 the minor version is the breaking one: configuration formats and Go
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APIs change between minors without a deprecation period.
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## v0.1.0 — 2026-09-16
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First tagged version. It is useful for exactly one thing: developing and testing
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a router without GPUs. **The gateway does not serve traffic yet** — `llmgw server`
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returns "not implemented".
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### Added
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**sim-engine** (`llmgw sim-engine`) — an OpenAI-compatible fake inference engine
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that models the behaviours a router has to cope with:
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- continuous batching with a bounded concurrent sequence count
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- KV cache block accounting, queueing when blocks run out, including
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head-of-line blocking
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- automatic prefix caching (chained block hashes over a block-level LRU) and its
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effect on time to first token
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- per-token latency that grows with batch size
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- dropping a request and freeing its blocks when the client disconnects
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- `/metrics` under vLLM's real metric names
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- failure injection (`--fail-rate`) and deterministic runs (`--seed`)
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**Routing primitives** — libraries, not yet wired into a server:
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- `router/scheduler`: the filter → score → pick pipeline. Scorers for queue
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depth, KV occupancy, router-side inflight, drain rate, capacity weight and
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session affinity (bounded-load consistent hashing). Pickers: max-score, p2c,
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softmax, round-robin. Built-in profiles: chat, batch, long-context, debug.
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- `router/endpoint`: live endpoint registry with inflight counting, staleness
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detection and drain rate derived from engine counters.
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- `router/scrape`: parses the engine metric contract (plan §7.6) and refuses
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endpoints missing any of the mandatory three. The metric name mapping is
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overridable, because names drift between engine versions.
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- `router/breaker`: cooldown and circuit breaking in one component, with
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exponential backoff and half-open probes.
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### Known limitations
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- `llmgw server`, `llmgw agent` and `llmgw ctl` are stubs.
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- The scheduler has no HTTP layer yet; nothing routes real requests.
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- No admission control, so a batch workload can still starve interactive traffic
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once the router exists. That is what v0.3.0 is for.
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- Prefix awareness is tier 0 only (session affinity). Tiers 1 and 2 are later.
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### Notes
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- The project language is English throughout: code, comments, tests, commits and
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the design document.
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- Plan §7.6 corrects an error from plan v0.1: the KV usage metric is
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`vllm:kv_cache_usage_perc`, not `vllm:gpu_cache_usage_perc`.
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@@ -8,15 +8,20 @@ OpenAI-compatible endpoint. Design document: [llmgw-plan.md](llmgw-plan.md).
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## Status
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| Phase | Scope | State |
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|---|---|---|
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| 0 | Skeleton and sim-engine | done |
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| 1 | Static router (filter/score/pick, streaming proxy) | in progress |
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| 1.5 | Admission control (priority bands) | todo |
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| 2 | Agent: GPU/IB discovery, single-node engines | todo |
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| 3 | Control plane: catalog, scheduler, reconciler | todo |
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| 4 | Multi-node placement and fabric awareness | todo |
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| 5 | Tenancy, prefix affinity, benchmarking | todo |
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Releases track the roadmap phases; see [CHANGELOG.md](CHANGELOG.md).
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| Version | Phase | Scope | State |
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|---|---|---|---|
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| v0.1.0 | 0 | Skeleton and sim-engine | released |
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| v0.2.0 | 1 | Static router (filter/score/pick, streaming proxy) | in progress |
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| v0.3.0 | 1.5 | Admission control (priority bands) | planned |
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| v0.4.0 | 2 | Agent: GPU/IB discovery, single-node engines | planned |
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| v0.5.0 | 3 | Control plane: catalog, scheduler, reconciler | planned |
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| v0.6.0 | 4 | Multi-node placement and fabric awareness | planned |
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| v1.0.0 | 5 | Tenancy, prefix affinity, benchmarking | planned |
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**v0.1.0 does not serve traffic**: `llmgw server` is still a stub. What works
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today is `sim-engine` plus the routing libraries it exists to test.
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## Building
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Executable
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#!/usr/bin/env python3
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"""Create the roadmap milestones in Gitea.
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Milestones mirror the phases in llmgw-plan.md §11 and the versions in
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CHANGELOG.md, so an issue can be filed against the phase that owns it.
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Idempotent: a milestone whose title already exists is left untouched, including
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its state and due date. Nothing is ever deleted.
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Usage:
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GITEA_TOKEN=<token> scripts/gitea/milestones.py [--repo ilker/llmgw] [--dry-run]
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The token needs write access to the repository. Create one under
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Settings → Applications → Access Tokens with the `write:issue` scope.
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"""
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import argparse
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import json
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import os
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import sys
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import urllib.error
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import urllib.request
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DEFAULT_INSTANCE = "https://gitea.mynodes.xyz"
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DEFAULT_REPO = "ilker/llmgw"
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# Due dates are derived from the durations in plan §11 laid end to end from
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# 2026-09-16. They are estimates, not commitments; adjust them in Gitea rather
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# than here once reality disagrees.
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MILESTONES = [
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{
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"title": "v0.1.0 — Phase 0: skeleton and sim-engine",
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"description": (
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"CLI skeleton plus the fake inference engine everything else is tested "
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"against. Exit criterion: sim-engine models batching, KV blocks, prefix "
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"caching and cancellation, and exposes the §7.6 metric contract."
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),
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"due_on": "2026-09-16T23:59:59Z",
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"closed": True,
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},
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{
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"title": "v0.2.0 — Phase 1: static router",
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"description": (
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"OpenAI handlers, streaming proxy with cancellation propagation, a static "
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"endpoint list, the filter/score/pick pipeline and metric scraping.\n\n"
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"Exit criterion: 1000 concurrent streams behind 3 sim-engines; upstream "
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"cancellation on client disconnect verified; router overhead p99 < 2 ms."
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),
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"due_on": "2026-09-30T23:59:59Z",
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},
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{
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"title": "v0.3.0 — Phase 1.5: admission control",
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"description": (
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"Saturation detector, priority bands, round-robin tenant fairness, queue "
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"capacity and TTL.\n\n"
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"Exit criterion: while 500 concurrent batch requests flow through the "
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"bronze band, interactive TTFT p99 in the platinum band stays under 1.5x "
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"its idle value. This test stays in CI permanently."
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),
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"due_on": "2026-10-07T23:59:59Z",
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},
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{
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"title": "v0.4.0 — Phase 2: agent",
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"description": (
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"GPU and IB discovery, the engine interface, the process supervisor and "
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"the control plane stream.\n\n"
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"Exit criterion: start and stop a model on a real node via ctl."
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),
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"due_on": "2026-10-21T23:59:59Z",
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},
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{
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"title": "v0.5.0 — Phase 3: control plane",
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"description": (
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"SQLite store, catalog, inventory, single-node placement, reconciler, and "
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"a dynamic EndpointSource for the router.\n\n"
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"Exit criterion: shutting down a node moves its replicas elsewhere while "
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"the router keeps serving."
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),
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"due_on": "2026-11-11T23:59:59Z",
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},
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{
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"title": "v0.6.0 — Phase 4: multi-node and fabrics",
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"description": (
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"Fabric identity, multi-node placement under the fabric constraint, NCCL "
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"environment generation, replica-level failure handling.\n\n"
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"Exit criterion: a 2-node replica on each fabric; killing a node rebuilds "
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"the replica on the same fabric and never spreads it across two."
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),
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"due_on": "2026-11-25T23:59:59Z",
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},
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{
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"title": "v1.0.0 — Phase 5: production features",
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"description": (
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"Tenancy and budgets, routing profiles from configuration, the approximate "
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"prefix tree, fallback models and pool spillover, ctl bench, tracing, "
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"systemd units and documentation."
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),
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"due_on": "2026-12-16T23:59:59Z",
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},
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{
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"title": "Phase 6 — v2 ideas",
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"description": (
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"No due date; a parking lot. Precise KV index, admission displacement, "
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"autoscaling with preemption, control plane HA, prefill/decode "
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"disaggregation, LoRA routing, external providers, admin UI."
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),
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},
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]
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def request(method, url, token, payload=None):
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data = json.dumps(payload).encode() if payload is not None else None
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req = urllib.request.Request(url, data=data, method=method)
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req.add_header("Authorization", f"token {token}")
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req.add_header("Content-Type", "application/json")
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try:
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with urllib.request.urlopen(req, timeout=30) as resp:
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body = resp.read()
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return json.loads(body) if body else None
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except urllib.error.HTTPError as e:
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detail = e.read().decode(errors="replace")[:300]
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raise SystemExit(f"{method} {url} failed: {e.code} {detail}") from e
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def main():
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ap = argparse.ArgumentParser(description=__doc__)
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ap.add_argument("--instance", default=os.environ.get("GITEA_INSTANCE", DEFAULT_INSTANCE))
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ap.add_argument("--repo", default=os.environ.get("GITEA_REPO", DEFAULT_REPO))
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ap.add_argument("--dry-run", action="store_true", help="show what would be created")
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args = ap.parse_args()
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token = os.environ.get("GITEA_TOKEN", "")
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if not token and not args.dry_run:
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sys.exit("GITEA_TOKEN is not set (use --dry-run to preview)")
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base = f"{args.instance.rstrip('/')}/api/v1/repos/{args.repo}/milestones"
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existing = {}
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if not args.dry_run:
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for m in request("GET", f"{base}?state=all&limit=100", token) or []:
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existing[m["title"]] = m
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for spec in MILESTONES:
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title = spec["title"]
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if title in existing:
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print(f"skip {title} (already exists, id={existing[title]['id']})")
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continue
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if args.dry_run:
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print(f"create {title}")
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continue
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payload = {"title": title, "description": spec.get("description", "")}
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if "due_on" in spec:
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payload["due_on"] = spec["due_on"]
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created = request("POST", base, token, payload)
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print(f"create {title} (id={created['id']})")
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# The create endpoint ignores `state`, so close it separately.
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if spec.get("closed"):
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request("PATCH", f"{base}/{created['id']}", token, {"state": "closed"})
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print(f"close {title}")
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if __name__ == "__main__":
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main()
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Reference in new issue
Block a user