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docs(plans): rate-limit abidance design for recipe ingest (#1085)
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# Plan: Global Rate-Limit Abidance for Recipe Ingest & Metadata Fetching
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**Issue:** [#1085 — Large Recipe Ingest Appears to not abide by vendor rate limits, possibly a few other errors?](https://github.com/willmiao/ComfyUI-Lora-Manager/issues/1085)
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**Status:** v1 — awaiting review
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**Scope:** HTTP API traffic to CivitAI (`civitai.red`) and CivArchive (`civarchive.com`) from metadata fetching (bulk refresh, metadata sync, recipe analysis/enrichment, usage-control lookups). Large binary downloads (model files / preview images via `download_file`) are out of scope for *pacing* (they are already single-connection transfers) but their 429 responses should still be *registered*.
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> Context: a first batch of fixes for this issue was already committed as
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> `ee233548` ("fix(recipes): enforce batch-import concurrency bound and harden
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> ingest errors (#1085)"): the batch-import concurrency controller now shares a
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> real semaphore (bounds 1–5 actually apply), the Comfy parser tolerates
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> list/`None` `ckpt_name`, CivArchive treats empty error payloads as failures,
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> and offline-cooldown short-circuits log at DEBUG. This plan covers the two
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> remaining orchestration-level fixes:
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> **Fix 2** — slow down globally when a vendor rate limit is hit (respect
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> `Retry-After`, queue instead of hammering); **Fix 3** — stop immediately
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> failing over to CivArchive when CivitAI is rate-limited.
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---
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## 1. Problem Statement
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During a large recipe ingest (e.g. importing the example-images directory,
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which can be thousands of images), the manager fires one metadata request per
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checkpoint + per LoRA per image through the fallback provider chain
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(`civitai_api → civarchive_api → sqlite`). Consequences observed in #1085:
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1. **CivitAI gets hammered** → 429s. The consumer then *immediately* tries
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CivArchive for the same lookup, so **CivArchive gets hammered too** before
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it was ever naturally needed (its only real job is recovering metadata for
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models deleted from CivitAI).
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2. Requests are retried per-call after `Retry-After`, but **each concurrent
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call sleeps independently** → thundering herd: thousands of coroutines wake
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at the same moment and re-flood the vendor.
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3. While CivArchive is in the `ConnectivityGuard` cooldown, every batch item
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short-circuits and is marked `FAILED` — the batch import's success/failure
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accounting is polluted by a transient vendor state (log spam was fixed in
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`ee233548`; the item-failure accounting is not).
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4. `ConnectivityGuard` (`py/services/connectivity_guard.py`) only treats
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transport-level unreachability as offline; **HTTP 429 is invisible to it**,
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so nothing ever intentionally paces request rate.
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User expectation from the issue: *"once a vendor rate limit time out is hit,
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you should trigger a slow down with intentional reduction in request rate"*.
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## 2. Current State (verified against code)
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### 2.1 Where 429s are surfaced
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- `Downloader.make_request` (`py/services/downloader.py:1120-1132`): HTTP 429 →
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returns `RateLimitError(message, retry_after=…)` parsed from `Retry-After`
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(missing header defaults to `None`).
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- `CivitaiClient._make_request` (`py/services/civitai_client.py:97-100`):
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converts `RateLimitError` to a raise immediately; no waiting. Transient
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5xx/connection errors are retried 3× with 1s/2s/4s backoff.
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- `CivArchiveClient._make_request` (`py/services/civarchive_client.py`):
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raises `RateLimitError` with `provider="civarchive_api"` when not set.
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- `_RateLimitRetryHelper` (`py/services/model_metadata_provider.py:45-102`):
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per-call retry loop — sleeps `retry_after` (capped at 1800 s; `≥120 s` ⇒ no
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retry), then re-raises. Because every concurrent call runs its own helper,
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they sleep in parallel and re-fire in parallel.
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- `FallbackMetadataProvider` (`py/services/model_metadata_provider.py:488-508,
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564-584` etc.): on a final `RateLimitError` from one provider it logs
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"skipping to next provider" and **continues to the next network provider** —
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this is the direct cause of the CivArchive flood.
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- `MetadataSyncService.fetch_and_update_model`
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(`py/services/metadata_sync_service.py:248-333`): manually iterates
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`provider_attempts`; on `RateLimitError` it `continue`s to the next provider
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(same failover problem), then reports `"Rate limited"` when nothing
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succeeded.
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- `Downloader.make_request` has a per-destination scope already available:
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`_guard_destination(url)` returns the hostname (`downloader.py:1194-1199`),
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used by `ConnectivityGuard`.
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### 2.2 What pacing exists today
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- `ConnectivityGuard`: per-destination cooldown (30 s base, ×2 per extra
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failure batch, 300 s cap) triggered only by transport errors
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(`connectivity_guard.py:168-197`).
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- `AdaptiveConcurrencyController` (batch import, fixed in `ee233548`): shared
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semaphore enforces 1–5 concurrent items; *duration*-based adjustment only —
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it never sees HTTP statuses, so it cannot distinguish "slow because rate
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limited" from "slow because big image".
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- No token bucket, no minimum inter-request interval, no shared
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`Retry-After` gate anywhere (`grep` for throttle/token-bucket/rate-limiter:
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0 hits).
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## 3. Requirements & Constraints
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R1. **Respect `Retry-After`.** After a 429, no further request to that
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destination may be sent before the vendor's retry window elapses.
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R2. **No thundering herd.** Concurrent waiters must share one wake-up (gate),
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not sleep independently.
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R3. **No double load.** A CivitAI 429 must not trigger a CivArchive request
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for the same lookup. CivArchive should only be consulted when CivitAI
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legitimately has no answer (404 / "not found"), or when CivitAI is
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unreachable long-term.
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R4. **No spurious item failures.** A rate-limited request must not turn a
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batch-import item into `FAILED`; it should wait (bounded) and retry, or at
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worst be `SKIPPED` with a clear "rate limited" reason (re-runnable import).
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R5. **Never hang forever.** All waiting is bounded by a configurable cap; on
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expiry the caller receives the `RateLimitError` and can decide.
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R6. **Keep legitimate failover.** Deleted-model recovery via CivArchive/sqlite
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must keep working (404 paths unchanged).
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R7. **Single choke point.** The pacing gate should live where every API call
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passes (the `Downloader`), so bulk refresh, metadata sync, recipe
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analysis, and usage-control lookups all benefit without per-feature work.
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## 4. Approach Comparison
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### A. Reactive gate — shared `Retry-After` deadman clock (recommended core)
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A process-wide, per-destination coordinator records the *next-allowed-send*
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timestamp from each 429 (`now + max(retry_after, backoff)`). Every request
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through `Downloader.make_request` consults the gate *before sending* and *when
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a 429 arrives*; waiters block on a shared `asyncio.Event` that fires when the
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cooldown expires.
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- Pros: single choke point (R7); herd-free (R2); honors server guidance (R1);
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no guessing at vendor limits; covers all providers automatically; reuses
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existing per-destination scoping.
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- Cons: still experiences 429s before slowing down (reactive); long
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`Retry-After` windows (CivArchive has been observed at ~1500 s) need a sane
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wait cap + skip/retry UX.
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### B. Preemptive pacing — minimum inter-request interval (recommended companion)
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Per-destination token bucket (simplest form: capacity 1 — at least `N` seconds
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between consecutive API requests; `N` configurable, default ~0.75 s ≈ 80
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r/min ceiling).
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- Pros: prevents most 429s before they happen — exactly the "intentional
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reduction in request rate" the issue asks for; trivial to implement on top
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of A's coordinator.
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- Cons: adds latency to bulk operations (thousands of models × `N`); the *exact*
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vendor limits are unknown (CivitAI anonymous vs keyed vs `civitai.red`
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mirror differ), so the default must be conservative-but-not-crippling and
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settings-tunable.
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### C. Fallback semantics change — stop network→network failover on 429 (must-do, low risk)
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`FallbackMetadataProvider` (and `MetadataSyncService.fetch_and_update_model`'s
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manual loop) must treat a final `RateLimitError` as a **terminal, non-failover
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result** for network providers. Local-only providers (sqlite archive DB) may
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stay as a last resort (no vendor cost).
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- Pros: directly removes the CivArchive flood; small, surgical change.
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- Cons: none significant; requires care to keep 404-failover intact (R6).
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### Rejected / deferred
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- **Per-feature retry queues** (batch import pauses & resumes whole batches):
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richer UX but much larger change (batch state machine, WebSocket states);
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unnecessary once A+B make requests wait at the choke point. Defer unless
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review finds the bounded-wait UX insufficient.
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- **Full token bucket with burst credit**: overkill; capacity-1 interval is
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enough given the shared semaphore already caps concurrency at 5.
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- **Retrying in `connectivity_guard`**: wrong layer — the guard is about
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transport reachability, not vendor quota.
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## 5. Recommended Architecture
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New singleton **`RateLimitCoordinator`** (`py/services/rate_limit_coordinator.py`,
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mirroring `ConnectivityGuard`'s singleton + per-destination patterns):
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```
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state per destination (hostname):
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next_allowed_send: float (monotonic) # from 429 Retry-After + backoff
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consecutive_429: int # for backoff growth
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last_send_at: float # for min-interval pacing
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waiters: list[Future] | asyncio.Event # shared wake-up per cooldown cycle
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```
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API:
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- `async wait_for_slot(destination, request_started_within_window: bool)`
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— called by `Downloader.make_request` *before* sending (blocks until
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`min(now >= next_allowed_send)` and inter-request interval elapses) and
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re-armable after a 429.
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- `register_rate_limit(destination, retry_after: float | None)`
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— called on 429: `next_allowed_send = max(now + retry_after_or_backoff, current)`;
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`consecutive_429 += 1`; backoff = `retry_after` honored, else exponential
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`30 · 2^(n-1)` capped at 1800 s; creates/re-arms the shared wake-up event.
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- `register_success(destination)` — resets `consecutive_429` (called from the
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existing 200 path in `make_request`).
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- `remaining_seconds(destination)`, `in_cooldown(destination)` — for tests and
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diagnostics.
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Enforcement points:
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1. **`Downloader.make_request`** (`downloader.py:1102-1132`): before
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`session.request`, `await coordinator.wait_for_slot(destination)`. On 429:
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`coordinator.register_rate_limit(...)`, then *wait for the gate and
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re-send* (loop, bounded by `rate_limit_max_wait_seconds`, default 300;
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`retry_after ≥ cap` ⇒ fail immediately). After the loop, return the
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`RateLimitError` to the caller (unchanged contract). 200 path calls
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`register_success`.
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2. **`Downloader.download_to_memory` / `get_response_headers`** (phase 2):
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register 429s (so API calls queue); waiting only in `make_request`
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initially.
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3. **`FallbackMetadataProvider`** (`model_metadata_provider.py`): remove
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network→network failover on `RateLimitError` — re-raise; only sqlite stays
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as a local last resort (implementation: per-method `except RateLimitError`
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handler that marks the chain rate-limited and stops iterating).
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4. **`MetadataSyncService.fetch_and_update_model`**
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(`metadata_sync_service.py:248-333`): on `RateLimitError` from the default
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provider, stop appending further network providers (sqlite may remain);
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the existing `any_rate_limited` merge already produces `"Rate limited"`.
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5. **Batch import** (`batch_import_service.py`): no structural change needed —
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items now wait inside `make_request`; optionally (phase 2) map residual
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rate-limit failures (after the wait cap) to `SKIPPED` with
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`"rate limited (retry_after=…s); re-run the import later"` instead of
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`FAILED`, and surface a `rate_limited` flag in the WebSocket progress
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broadcast.
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6. **`_RateLimitRetryHelper` retries** (`model_metadata_provider.py`): with the
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gate at the downloader, the helper's `retry_after` sleeps become mostly
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redundant; demote/simplify in phase 2 (keep the wiring so a
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`RateLimitError` still propagates cleanly).
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Settings (`settings.json`, schema extension in `SettingsManager`):
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| key | default | meaning |
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|---|---|---|
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| `rate_limit_gate_enabled` | `true` | master switch for the coordinator |
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| `rate_limit_max_wait_seconds` | `300` | how long `make_request` waits on a 429 gate before returning the error |
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| `rate_limit_min_interval_seconds` | `0.75` | minimum seconds between API requests per destination (pacing, R6-friendly conservative default) |
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## 6. Changes by File
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| File | Change |
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|---|---|
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| `py/services/rate_limit_coordinator.py` (new) | coordinator singleton + per-destination state + tests seam |
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| `py/services/downloader.py` | gate pre-check + 429 register/wait/retry loop + `register_success`; log the 429 notice at INFO once per cooldown, then DEBUG |
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| `py/services/model_metadata_provider.py` | `FallbackMetadataProvider`: stop network failover on `RateLimitError`; helper simplification |
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| `py/services/metadata_sync_service.py` | `fetch_and_update_model`: same failover semantics; keep sqlite last resort |
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| `py/services/batch_import_service.py` | (phase 2) rate-limit failures → `SKIPPED` + `rate_limited` progress flag |
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| `py/services/settings_manager.py` | new settings keys + defaults |
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| `tests/services/test_rate_limit_coordinator.py` (new) | gate unit tests |
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| `tests/services/test_civitai_client.py` / `test_civarchive_client.py` | provider-level 429 behavior |
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| `tests/services/test_metadata_service.py` | failover-chain tests |
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| `tests/services/test_batch_import_service.py` | SKIPPED-on-rate-limit |
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## 7. Impact, Risks, Open Questions
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- **Behavior change**: with the gate in `make_request`, any request can block
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up to the wait cap — UI actions that call the API (e.g. a model-details
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fetch) may take longer during cooldowns. Mitigation: bounded cap + INFO log
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+ the existing async request handling already tolerates slow responses.
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Open question: should interactive (non-batch) requests skip the wait and
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fail fast instead? (recommend: same wait — simpler, and cooldowns are short)
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- **Rate limit reality check**: CivitAI anonymous vs keyed limits, and whether
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`civitai.red` differs, is unverified. Default pacing `0.75 s/req` is a
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conservative guess (R6). Open question for maintainer: preferred default
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and whether an API-keyed ceiling should be higher.
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- **Long CivArchive windows**: `Retry-After ~1500 s` observed in code
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comments. A 300 s default cap means such lookups fail rather than wait.
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Open question: raise the default cap, or accept failure+skip semantics?
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- **Double waiting**: `_RateLimitRetryHelper` + gate could stack waits; the
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phase-2 simplification removes the helper's own sleeps for requests that go
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through the downloader.
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- **Downloads**: `download_file` 429s return an error to download managers
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unchanged (already handled); only *registration* is proposed, so future
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API calls queue behind a large `Retry-After` from a download burst.
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## 8. Test Plan
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1. **Coordinator unit tests** (new file):
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- 429 with `retry_after` → `wait_for_slot` blocks ~that long, then passes.
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- N concurrent waiters all wake together (herd test, wall-clock ≈ one
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window, not N windows).
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- Consecutive 429s grow backoff; `register_success` resets.
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- Missing `Retry-After` → default backoff path.
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- Wait cap: request fails after `rate_limit_max_wait_seconds` with
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`RateLimitError`.
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2. **Downloader tests** (mock aiohttp session): 429 then 200 → `make_request`
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returns success after gate delay; two back-to-back calls to the same
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destination are spaced ≥ `min_interval`; different destinations are not
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spaced.
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3. **Provider tests**: `FallbackMetadataProvider.get_model_version_info` —
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Civitai raises `RateLimitError` → CivArchive mock **not called**; 404 still
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falls through to CivArchive; sqlite still tried after network 429.
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4. **Sync-service test**: `fetch_and_update_model` with a rate-limited default
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provider → result error contains `"Rate limited"` and sqlite attempt state
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unchanged.
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5. **Batch-import test**: analysis provider 429s first, then succeeds →
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item ends `SUCCESS` (wait path), and post-cap 429 → `SKIPPED` with
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rate-limit reason (phase 2).
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6. Full regression: `pytest tests/services tests/routes tests/standalone`
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(currently 1582 passing).
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## 9. Implementation Phases
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- **Phase 1 (this plan, after review):** `RateLimitCoordinator` +
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`Downloader.make_request` integration (pre-check pacing + 429
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register/wait/retry loop + cap) + settings + coordinator/downloader tests.
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- **Phase 2:** failover semantics (`FallbackMetadataProvider`,
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`fetch_and_update_model`), helper simplification, batch-import
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`SKIPPED`-on-rate-limit + progress flag, `download_to_memory`/HEAD 429
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registration, provider/sync/batch tests.
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- **Phase 3:** full regression + docs + commit referencing `(#1085)`.
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## 10. Review Checklist
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- [ ] Default pacing interval acceptable (`0.75 s`)? Prefer higher/lower?
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- [ ] Wait cap `300 s` acceptable, or should long-window CivArchive lookups
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wait longer?
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- [ ] OK that interactive API calls also wait (bounded) instead of failing
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fast?
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- [ ] Keep sqlite as last resort behind a network rate limit?
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- [ ] Add a UI hint ("rate limited — slowing down") surfaced via WebSocket,
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or is INFO logging enough?
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