"""Tests for provider-aware `/model` validation in hermes_cli.models.""" import pytest from unittest.mock import MagicMock, patch from hermes_cli.models import azure_foundry_model_api_mode, copilot_model_api_mode, curated_models_for_provider, fetch_api_models, normalize_provider, opencode_model_api_mode, parse_model_input, probe_api_models, provider_model_ids from hermes_cli.models_local import fetch_lmstudio_models from hermes_cli.models_validate import validate_requested_model # -- helpers ----------------------------------------------------------------- FAKE_API_MODELS = [ "anthropic/claude-opus-4.6", "anthropic/claude-sonnet-4.5", "openai/gpt-5.4-pro", "openai/gpt-5.4", "google/gemini-3-pro-preview", ] def _validate(model, provider="openrouter", api_models=FAKE_API_MODELS, **kw): """Shortcut: call validate_requested_model with mocked API.""" probe_payload = { "models": api_models, "probed_url": "http://localhost:11434/v1/models", "resolved_base_url": kw.get("base_url", "") or "http://localhost:11434/v1", "suggested_base_url": None, "used_fallback": False, } with patch("hermes_cli.models.fetch_api_models", return_value=api_models), \ patch("hermes_cli.models.probe_api_models", return_value=probe_payload): return validate_requested_model(model, provider, **kw) # -- parse_model_input ------------------------------------------------------- class TestParseModelInput: def test_plain_model_keeps_current_provider(self): provider, model = parse_model_input("anthropic/claude-sonnet-4.5", "openrouter") assert provider == "openrouter" assert model == "anthropic/claude-sonnet-4.5" # -- curated_models_for_provider --------------------------------------------- class TestCuratedModelsForProvider: def test_unknown_provider_returns_empty(self): assert curated_models_for_provider("totally-unknown") == [] def test_live_catalog_projected_to_tuples_else_static_fallback(self): with patch("hermes_cli.models.provider_model_ids", return_value=["m-live"]): assert curated_models_for_provider("nous") == [("m-live", "")] with patch("hermes_cli.models.provider_model_ids", return_value=[]), patch.dict( "hermes_cli.models._PROVIDER_MODELS", {"nous": ["m-static"]} ): assert curated_models_for_provider("nous") == [("m-static", "")] # -- normalize_provider ------------------------------------------------------ class TestNormalizeProvider: def test_known_aliases(self): assert normalize_provider("glm") == "zai" assert normalize_provider("kimi") == "kimi-coding" assert normalize_provider("moonshot") == "kimi-coding" assert normalize_provider("step") == "stepfun" assert normalize_provider("github-copilot") == "copilot" # -- provider_model_ids ------------------------------------------------------ class TestProviderModelIds: def test_anthropic_provider_uses_configured_base_url_for_live_catalog(self): class _Resp: def __enter__(self): return self def __exit__(self, exc_type, exc, tb): return False def read(self): return b'{"data": [{"id": "enterprise-claude"}]}' with patch( "hermes_cli.config.load_config", return_value={ "model": { "provider": "anthropic", "base_url": "http://localhost:6655/anthropic/v1", "api_key": "proxy-key", } }, ), patch( "hermes_cli.models._urlopen_model_catalog_request", return_value=_Resp(), ) as mock_urlopen: assert provider_model_ids("anthropic") == ["enterprise-claude"] req = mock_urlopen.call_args[0][0] assert req.full_url == "http://localhost:6655/anthropic/v1/models?limit=1000" assert req.get_header("X-api-key") == "proxy-key" def test_custom_provider_passes_anthropic_mode_for_versioned_proxy_catalog(self): with patch( "hermes_cli.config.load_config", return_value={ "model": { "provider": "custom", "base_url": "http://localhost:6655/anthropic/v1", "api_key": "proxy-key", } }, ), patch( "hermes_cli.models.fetch_api_models", return_value=["enterprise-claude"], ) as mock_fetch: assert provider_model_ids("custom") == ["enterprise-claude"] mock_fetch.assert_called_once_with( "proxy-key", "http://localhost:6655/anthropic/v1", api_mode="anthropic_messages", ) # -- fetch_api_models -------------------------------------------------------- class TestFetchApiModels: def test_returns_none_when_no_base_url(self): assert fetch_api_models("key", None) is None def test_probe_api_models_tries_v1_fallback(self): from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer from threading import Thread calls = [] class Catalog(BaseHTTPRequestHandler): def do_GET(self): calls.append(self.path) if self.path == "/v1/models": body = b'{"data": [{"id": "local-model"}]}' self.send_response(200) self.send_header("Content-Type", "application/json") self.send_header("Content-Length", str(len(body))) self.end_headers() self.wfile.write(body) else: self.send_error(404) def log_message(self, format, *args): pass with ThreadingHTTPServer(("127.0.0.1", 0), Catalog) as server: worker = Thread(target=server.serve_forever) worker.start() try: base = f"http://127.0.0.1:{server.server_port}" probe = probe_api_models("key", base) finally: server.shutdown() worker.join() assert calls == ["/models", "/v1/models"] assert probe["models"] == ["local-model"] assert probe["resolved_base_url"] == base + "/v1" assert probe["used_fallback"] is True def test_probe_api_models_uses_copilot_catalog(self): class _Resp: def __enter__(self): return self def __exit__(self, exc_type, exc, tb): return False def read(self): return b'{"data": [{"id": "gpt-5.4", "model_picker_enabled": true, "supported_endpoints": ["/responses"], "capabilities": {"type": "chat", "supports": {"reasoning_effort": ["low", "medium", "high"]}}}, {"id": "claude-sonnet-4.6", "model_picker_enabled": true, "supported_endpoints": ["/chat/completions"], "capabilities": {"type": "chat", "supports": {"reasoning_effort": ["low", "medium", "high"]}}}, {"id": "text-embedding-3-small", "model_picker_enabled": true, "capabilities": {"type": "embedding"}}]}' with patch("hermes_cli.models._urlopen_model_catalog_request", return_value=_Resp()) as mock_urlopen: probe = probe_api_models("gh-token", "https://api.githubcopilot.com") assert mock_urlopen.call_args[0][0].full_url == "https://api.githubcopilot.com/models" assert probe["models"] == ["gpt-5.4", "claude-sonnet-4.6"] assert probe["resolved_base_url"] == "https://api.githubcopilot.com" assert probe["used_fallback"] is False class TestCopilotNormalization: def test_copilot_api_mode_gpt5_uses_responses(self): """GPT-5+ models should use Responses API (matching opencode).""" assert copilot_model_api_mode("gpt-5.4") == "codex_responses" assert copilot_model_api_mode("gpt-5.4-mini") == "codex_responses" assert copilot_model_api_mode("gpt-5.3-codex") == "codex_responses" assert copilot_model_api_mode("gpt-5.2-codex") == "codex_responses" assert copilot_model_api_mode("gpt-5.2") == "codex_responses" def test_opencode_go_api_modes_match_docs(self): assert opencode_model_api_mode("opencode-go", "glm-5.1") == "chat_completions" assert opencode_model_api_mode("opencode-go", "opencode-go/glm-5.1") == "chat_completions" assert opencode_model_api_mode("opencode-go", "glm-5") == "chat_completions" assert opencode_model_api_mode("opencode-go", "opencode-go/glm-5") == "chat_completions" assert opencode_model_api_mode("opencode-go", "kimi-k2.5") == "chat_completions" assert opencode_model_api_mode("opencode-go", "opencode-go/kimi-k2.5") == "chat_completions" assert opencode_model_api_mode("opencode-go", "minimax-m2.5") == "anthropic_messages" assert opencode_model_api_mode("opencode-go", "opencode-go/minimax-m2.5") == "anthropic_messages" assert opencode_model_api_mode("opencode-go", "qwen3.7-max") == "anthropic_messages" assert opencode_model_api_mode("opencode-go", "opencode-go/qwen3.7-max") == "anthropic_messages" # All Qwen models on Go route via /v1/messages (Go endpoint table). assert opencode_model_api_mode("opencode-go", "qwen3.7-plus") == "anthropic_messages" assert opencode_model_api_mode("opencode-go", "qwen3.6-plus") == "anthropic_messages" # DeepSeek / MiMo on Go are OpenAI-compatible chat completions. assert opencode_model_api_mode("opencode-go", "deepseek-v4-pro") == "chat_completions" assert opencode_model_api_mode("opencode-go", "deepseek-v4-flash") == "chat_completions" assert opencode_model_api_mode("opencode-go", "mimo-v2.5") == "chat_completions" assert opencode_model_api_mode("opencode-go", "kimi-k2.7-code") == "chat_completions" assert opencode_model_api_mode("opencode-go", "glm-5.2") == "chat_completions" assert opencode_model_api_mode("opencode-go", "minimax-m3") == "anthropic_messages" # Union Alpha is exposed through /v1/messages on both relays. assert opencode_model_api_mode("opencode-go", "union-alpha") == "anthropic_messages" assert opencode_model_api_mode("opencode-zen", "opencode-zen/union-alpha") == "anthropic_messages" # GPT models on Go are Responses-only (Go endpoint table). assert opencode_model_api_mode("opencode-go", "gpt-5.6-luna") == "codex_responses" assert opencode_model_api_mode("opencode-go", "opencode-go/gpt-5.6-luna") == "codex_responses" # Muse Spark on Go is Responses-only. chat/completions returns HTTP 503. assert opencode_model_api_mode("opencode-go", "muse-spark-1.2-contributor") == "codex_responses" assert opencode_model_api_mode("opencode-go", "opencode-go/muse-spark-1.2-contributor") == "codex_responses" assert opencode_model_api_mode("opencode-go", "muse-spark-1.2") == "codex_responses" # Zen serves the standard Muse Spark variant on /v1/responses too. assert opencode_model_api_mode("opencode-zen", "muse-spark-1.2") == "codex_responses" assert opencode_model_api_mode("opencode-zen", "opencode-zen/muse-spark-1.2") == "codex_responses" # Grok models route via /v1/responses on both Zen and Go # (Zen/Go endpoint tables). assert opencode_model_api_mode("opencode-go", "grok-4.5") == "codex_responses" assert opencode_model_api_mode("opencode-go", "opencode-go/grok-4.5") == "codex_responses" assert opencode_model_api_mode("opencode-zen", "grok-4.6") == "codex_responses" assert opencode_model_api_mode("opencode-zen", "grok-4.5") == "codex_responses" assert opencode_model_api_mode("opencode-zen", "grok-build-0.1") == "codex_responses" # Ox Alpha (x-preview-f-free) on Zen is OpenAI-compatible # chat/completions per the Zen endpoint table. assert opencode_model_api_mode("opencode-zen", "x-preview-f-free") == "chat_completions" assert opencode_model_api_mode("opencode-zen", "opencode-zen/x-preview-f-free") == "chat_completions" # Other free-tier Zen models are chat/completions too. assert opencode_model_api_mode("opencode-zen", "mimo-v2.5-free") == "chat_completions" assert opencode_model_api_mode("opencode-zen", "nemotron-3.5-lightning-free") == "chat_completions" # Hy3 on Go is chat/completions (Go endpoint table). assert opencode_model_api_mode("opencode-go", "hy3") == "chat_completions" # New Go models keep their family routing: GLM chat/completions, # Qwen anthropic_messages. assert opencode_model_api_mode("opencode-go", "glm-5.3") == "chat_completions" assert opencode_model_api_mode("opencode-go", "glm-5.3-flash") == "chat_completions" assert opencode_model_api_mode("opencode-go", "qwen3.8-max") == "anthropic_messages" # Custom opencode-go-* providers route according to opencode-go rules # (family-prefix providers, issue #85589). assert opencode_model_api_mode("opencode-go-bridge", "grok-4.5") == "codex_responses" assert opencode_model_api_mode("opencode-go-bridge", "opencode-go-bridge/grok-4.5") == "codex_responses" assert opencode_model_api_mode("opencode-go-bridge", "minimax-m2.5") == "anthropic_messages" assert opencode_model_api_mode("opencode-go-bridge", "deepseek-v4-flash") == "chat_completions" # Case-insensitive provider ID handling (e.g. OpenCode-Go-Bridge). assert opencode_model_api_mode("OpenCode-Go-Bridge", "grok-4.5") == "codex_responses" assert opencode_model_api_mode("OpenCode-Go-Bridge", "minimax-m2.5") == "anthropic_messages" # Custom opencode-zen-* providers route according to opencode-zen rules. assert opencode_model_api_mode("opencode-zen-custom", "claude-3-5-sonnet") == "anthropic_messages" assert opencode_model_api_mode("opencode-zen-custom", "gpt-5") == "codex_responses" assert opencode_model_api_mode("opencode-zen-custom", "grok-4.5") == "codex_responses" assert opencode_model_api_mode("OpenCode-Zen-Custom", "claude-3-7-sonnet") == "anthropic_messages" class TestNormalizeOpencodeBaseUrl: """Symmetric /v1 normalization for OpenCode Zen / Go base URLs. Regression for the 'only minimax works on opencode-go' bug: switching into an anthropic-routed model strips /v1 from the base URL and that stripped URL gets persisted to model.base_url; every later chat_completions model (glm, deepseek, kimi) then POSTed to https://opencode.ai/zen/go/chat/completions — a 404 (the marketing site). The normalizer must heal a stripped URL. """ def test_strips_v1_for_anthropic_messages(self): from hermes_cli.models import normalize_opencode_base_url assert normalize_opencode_base_url( "opencode-go", "anthropic_messages", "https://opencode.ai/zen/go/v1" ) == "https://opencode.ai/zen/go" assert normalize_opencode_base_url( "opencode-zen", "anthropic_messages", "https://opencode.ai/zen/v1/" ) == "https://opencode.ai/zen" def test_non_opencode_provider_untouched(self): from hermes_cli.models import normalize_opencode_base_url assert normalize_opencode_base_url( "openrouter", "chat_completions", "https://openrouter.ai/api" ) == "https://openrouter.ai/api" class TestNormalizeOpencodeBaseUrlFamilyPath: """A carried-over base_url is healed on the FAMILY path segment (``/zen`` vs ``/zen/go``), not just ``/v1`` (#112600): ``model.base_url`` pinned to the Zen relay survived a switch to ``opencode-go`` and every request 401'd ("Model mimo-v2.5 is not supported").""" @pytest.mark.parametrize("provider, api_mode, url, expected", [ ("opencode-go", "chat_completions", "https://opencode.ai/zen/v1", "https://opencode.ai/zen/go/v1"), ("opencode-zen", "chat_completions", "https://opencode.ai/zen/go/v1", "https://opencode.ai/zen/v1"), # Family healed first, then the /v1 strip for the Anthropic SDK — both apply. ("opencode-go", "anthropic_messages", "https://opencode.ai/zen/v1", "https://opencode.ai/zen/go"), ("opencode-zen", "anthropic_messages", "https://opencode.ai/zen/go", "https://opencode.ai/zen"), # A self-hosted OPENCODE_*_BASE_URL proxy has no family path to rewrite. ("opencode-go", "chat_completions", "https://gateway.internal.example/zen/v1", "https://gateway.internal.example/zen/v1"), # Non-/zen paths on the real host keep the pre-existing /v1 behaviour. ("opencode-go", "chat_completions", "https://opencode.ai/api", "https://opencode.ai/api/v1"), # A custom provider merely NAMED after a family declared its relay explicitly: no family # heal, but still the family's /v1 handling. ("opencode-zen-bridge", "chat_completions", "https://opencode.ai/zen/go/v1", "https://opencode.ai/zen/go/v1"), ("opencode-go-bridge", "chat_completions", "https://opencode.ai/zen/go", "https://opencode.ai/zen/go/v1"), # The host check is on the hostname, so a port does not defeat the heal; query survives. ("opencode-go", "chat_completions", "https://opencode.ai:443/zen/v1", "https://opencode.ai:443/zen/go/v1"), ("opencode-go", "anthropic_messages", "https://opencode.ai/zen/v1?x=1", "https://opencode.ai/zen/go?x=1"), ]) def test_family_path_follows_the_resolved_provider(self, provider, api_mode, url, expected): from hermes_cli.models import normalize_opencode_base_url assert normalize_opencode_base_url(provider, api_mode, url) == expected class TestAzureFoundryModelApiMode: """Azure Foundry deploys GPT-5.x / codex / o-series as Responses-API-only. Azure returns ``400 "The requested operation is unsupported."`` when /chat/completions is called against these deployments. Verified in the wild by a user debug bundle on 2026-04-26: gpt-5.3-codex failed with that exact payload while gpt-4o-pure worked on the same endpoint. """ def test_gpt5_family_uses_responses(self): assert azure_foundry_model_api_mode("gpt-5") == "codex_responses" assert azure_foundry_model_api_mode("gpt-5.3") == "codex_responses" assert azure_foundry_model_api_mode("gpt-5.4") == "codex_responses" assert azure_foundry_model_api_mode("gpt-5-codex") == "codex_responses" assert azure_foundry_model_api_mode("gpt-5.3-codex") == "codex_responses" # gpt-5-mini exceptions are Copilot-specific; Azure deploys the whole # gpt-5 family on Responses API uniformly. assert azure_foundry_model_api_mode("gpt-5-mini") == "codex_responses" def test_codex_family_uses_responses(self): assert azure_foundry_model_api_mode("codex") == "codex_responses" assert azure_foundry_model_api_mode("codex-mini") == "codex_responses" def test_gpt4_family_returns_none(self): """GPT-4, GPT-4o, etc. speak chat completions on Azure.""" assert azure_foundry_model_api_mode("gpt-4") is None assert azure_foundry_model_api_mode("gpt-4o") is None assert azure_foundry_model_api_mode("gpt-4o-pure") is None assert azure_foundry_model_api_mode("gpt-4o-mini") is None assert azure_foundry_model_api_mode("gpt-4-turbo") is None assert azure_foundry_model_api_mode("gpt-4.1") is None assert azure_foundry_model_api_mode("gpt-3.5-turbo") is None # -- validate — format checks ----------------------------------------------- class TestValidateFormatChecks: def test_empty_model_rejected(self): result = _validate("") assert result["accepted"] is False assert "empty" in result["message"] def test_no_slash_model_still_probes_api(self): result = _validate("gpt-5.4", api_models=["gpt-5.4", "gpt-5.4-pro"]) assert result["accepted"] is True assert result["persist"] is True def test_no_slash_model_rejected_if_not_in_api(self): result = _validate("gpt-5.4", api_models=["openai/gpt-5.4"]) assert result["accepted"] is False assert result["persist"] is False assert "not found" in result["message"] # -- validate — API found ---------------------------------------------------- # -- validate — API not found ------------------------------------------------ class TestValidateApiNotFound: def test_not_listed_rejects_with_suggestions(self): """A near-miss on an aggregator listing is rejected with the listed sibling offered, never silently swapped in (the user asked for 4.5, not 4.6).""" result = _validate("anthropic/claude-opus-4.5") assert result["accepted"] is False assert "corrected_model" not in result assert "anthropic/claude-opus-4.6" in result["message"] # -- validate — API unreachable — soft-accept via catalog or warning -------- class TestValidateApiFallback: """When /models is unreachable, the validator must accept the model (with a warning) rather than reject it outright — otherwise provider switches fail in the gateway for any provider whose /models endpoint is down or doesn't exist (e.g. opencode-go returns 404 HTML). Two paths: 1. Provider has a curated catalog (``_PROVIDER_MODELS`` / live fetch): validate against it (recognized=True for known models, recognized=False with 'Note:' for unknown). 2. Provider has no catalog: accept with a generic 'Note:' warning. In both cases ``accepted`` and ``persist`` must be True so the gateway can write the ``_session_model_overrides`` entry. """ def test_fetch_lmstudio_models_filters_embedding_type(self): mock_resp = MagicMock() mock_resp.__enter__.return_value = mock_resp mock_resp.__exit__.return_value = False mock_resp.read.return_value = ( b'{"models":[' b'{"key":"publisher/chat-model","id":"publisher/chat-model","type":"llm"},' b'{"key":"publisher/embed-model","id":"publisher/embed-model","type":"embedding"}' b']}' ) with patch("hermes_cli.models._urlopen_model_catalog_request", return_value=mock_resp): models = fetch_lmstudio_models(base_url="http://localhost:1234/v1") assert models == ["publisher/chat-model"] def test_validate_lmstudio_distinguishes_auth_failure(self): import urllib.error http_error = urllib.error.HTTPError( url="http://localhost:1234/api/v1/models", code=401, msg="Unauthorized", hdrs=None, fp=None, ) with patch("hermes_cli.models._urlopen_model_catalog_request", side_effect=http_error): result = validate_requested_model( "publisher/chat-model", "lmstudio", base_url="http://localhost:1234/v1", ) assert result["accepted"] is False assert "401" in result["message"] assert "LM_API_KEY" in result["message"] # -- validate — the requested id is never rewritten ----------------------------- class TestRequestedIdIsNeverRewritten: """A selected id that is merely CLOSE to a catalog entry is the user's choice (a newer release, a dated snapshot, a qualifier), never a typo to "fix": the verdict may warn or reject, but no branch may return a different model under the user's label.""" @pytest.mark.parametrize("requested, listing", [ ("deepseek-v4.1-flash", ["deepseek-v4-flash-0731", "deepseek-v4-flash"]), # custom endpoint (#mao) ("gemini-3.8-flash", ["gemini-3.6-flash", "gemini-3.6-pro"]), # version bump (#101975) ("gpt5.3-codex", ["gpt-5.4", "gpt-5.3-codex"]), # genuine typo ]) def test_live_listing_near_miss_keeps_requested_id(self, requested, listing): for provider, base_url in (("custom:hyper", "http://127.0.0.1:1/v1"), ("openrouter", None)): result = _validate(requested, provider, api_models=listing, base_url=base_url) assert "corrected_model" not in result assert result["recognized"] is False assert "Similar models" in (result["message"] or "") or listing[-1] in (result["message"] or "") def test_static_catalog_near_miss_keeps_requested_id(self): codex_models = ["gpt-5.4-mini", "gpt-5.4", "gpt-5.3-codex"] with patch("hermes_cli.models.provider_model_ids", return_value=codex_models): result = validate_requested_model("gpt5.3-codex", "openai-codex") assert "corrected_model" not in result assert result["recognized"] is False assert "gpt-5.3-codex" in result["message"] # offered as a suggestion, not applied class TestValidateCodex900kVariants: """`-900k` is a Hermes picker convention: valid variants come from the catalog; ineligible aliases are hard-rejected BEFORE the hidden-slug soft-accept (#92797 review).""" _CATALOG = ["gpt-5.6-sol", "gpt-5.6-sol-900k", "gpt-5.5", "gpt-5.4-mini"] def test_catalog_listed_variant_accepted(self): with patch("hermes_cli.models.provider_model_ids", return_value=self._CATALOG): result = validate_requested_model("gpt-5.6-sol-900k", "openai-codex") assert result["accepted"] is True assert result["recognized"] is True @pytest.mark.parametrize("alias", ["gpt-5.5-900k", "gpt-5.4-mini-900k", "gpt-5.6-sol-pro-900k"]) def test_ineligible_900k_alias_rejected_not_soft_accepted(self, alias): with patch("hermes_cli.models.provider_model_ids", return_value=self._CATALOG): result = validate_requested_model(alias, "openai-codex") assert result["accepted"] is False assert result["persist"] is False assert "272K" in result["message"] def test_valid_variant_missing_from_catalog_still_accepted(self): """A verified variant not yet in the (possibly stale) catalog is accepted via the eligibility predicate, not the soft-accept.""" with patch("hermes_cli.models.provider_model_ids", return_value=["gpt-5.6-sol"]): result = validate_requested_model("gpt-5.6-sol-900k", "openai-codex") assert result["accepted"] is True # -- probe_api_models — Cloudflare UA mitigation -------------------------------- class TestProbeApiModelsUserAgent: """Probing custom /v1/models must send a Hermes User-Agent. Some custom Claude proxies (e.g. ``packyapi.com``) sit behind Cloudflare with Browser Integrity Check enabled. The default ``Python-urllib/3.x`` signature is rejected with HTTP 403 ``error code: 1010``, which ``probe_api_models`` swallowed into ``{"models": None}``, surfacing to users as a misleading "Could not reach the ... API to validate ..." error — even though the endpoint is reachable and the listing exists. """ def _make_mock_response(self, body: bytes): from unittest.mock import MagicMock mock_resp = MagicMock() mock_resp.__enter__ = MagicMock(return_value=mock_resp) mock_resp.__exit__ = MagicMock(return_value=False) mock_resp.read = MagicMock(return_value=body) return mock_resp def test_probe_sends_hermes_user_agent(self): from unittest.mock import patch body = b'{"data":[{"id":"claude-opus-4.7"}]}' with patch( "hermes_cli.models._urlopen_model_catalog_request", return_value=self._make_mock_response(body), ) as mock_urlopen: result = probe_api_models("sk-test", "https://example.com/v1") assert result["models"] == ["claude-opus-4.7"] # The urlopen call receives a Request object as its first positional arg req = mock_urlopen.call_args[0][0] ua = req.get_header("User-agent") # urllib title-cases header names assert ua, "probe_api_models must send a User-Agent header" assert ua.startswith("hermes-cli/"), ( f"User-Agent must advertise hermes-cli, got {ua!r}" ) # Must not fall back to urllib's default — that's what Cloudflare 1010 blocks. assert not ua.startswith("Python-urllib") def test_probe_user_agent_sent_without_api_key(self): """UA must be present even for endpoints that don't need auth.""" from unittest.mock import patch body = b'{"data":[]}' with patch( "hermes_cli.models._urlopen_model_catalog_request", return_value=self._make_mock_response(body), ) as mock_urlopen: probe_api_models(None, "https://example.com/v1") req = mock_urlopen.call_args[0][0] ua = req.get_header("User-agent") assert ua and ua.startswith("hermes-cli/") # No Authorization was set, but UA must still be present. assert req.get_header("Authorization") is None # -- validate — OpenRouter routing-variant suffixes (:nitro / :floor / ...) ---- class TestValidateOpenRouterVariantSuffixes: """OpenRouter's `:nitro`, `:floor`, `:exacto`, `:online` are request-time routing modifiers, not catalog models — /models lists only the base id. Validation must accept `base:variant` when `base` is listed, preserve the suffixed id (no auto-correct stripping the routing opt-in), and still reject variants on unknown bases and unknown suffixes.""" _LISTING = [ "~x-ai/grok-latest", "x-ai/grok-4.6", "deepseek/deepseek-v4-flash", "thinkingmachines/inkling:free", ] def _validate(self, model): return _validate(model, "openrouter", api_models=self._LISTING) @pytest.mark.parametrize("suffix", ["nitro", "floor", "exacto", "online"]) def test_variant_on_listed_base_accepted_unmodified(self, suffix): result = self._validate(f"~x-ai/grok-latest:{suffix}") assert result["accepted"] is True assert result["recognized"] is True assert result.get("corrected_model") is None assert result["message"] is None def test_variant_on_unknown_base_rejected(self): result = self._validate("x-ai/notreal-model:nitro") assert result["accepted"] is False def test_unknown_suffix_keeps_old_behavior(self): result = self._validate("x-ai/grok-4.6:bogus") assert result["accepted"] is False def test_free_sku_still_direct_matched(self): """`:free` SKUs ARE catalog entries; direct membership handles them.""" result = self._validate("thinkingmachines/inkling:free") assert result["accepted"] is True assert result.get("corrected_model") is None def test_variant_uppercase_suffix_accepted(self): result = self._validate("x-ai/grok-4.6:NITRO") assert result["accepted"] is True assert result.get("corrected_model") is None def test_static_catalog_fallback_accepts_variant(self): """Gateway path: /models unreachable → static catalog validates the base id and preserves the suffix.""" with patch("hermes_cli.models.fetch_api_models", return_value=None), \ patch( "hermes_cli.models.provider_model_ids", return_value=["x-ai/grok-4.6", "anthropic/claude-opus-4.6"], ): result = validate_requested_model( "x-ai/grok-4.6:floor", "openrouter", base_url="https://openrouter.ai/api/v1", ) assert result["accepted"] is True assert result["recognized"] is True assert result.get("corrected_model") is None class TestValidateRequestedModelNousPortalRecommendations: """Regression tests for issue #71312: the Nous Telegram picker (and any other messaging-platform /model validation, since they all share validate_requested_model()) rejected models that are live Nous Portal recommendations (/api/nous/recommended-models) but not yet in the hardcoded curated catalog -- even though `hermes chat` already accepts these via union_with_portal_free/paid_recommendations() at model-list build time. The per-message validation path now checks the same Portal feed as a fallback tier before rejecting, so Telegram/CLI agree. """ PORTAL_PAYLOAD = { "freeRecommendedModels": [ {"modelName": "inclusionai/ling-3.0-flash:free"}, ], "paidRecommendedModels": [ {"modelName": "inclusionai/ling-3.0-pro"}, ], } def _validate_nous(self, model, api_models=None, portal_payload=None, portal_raises=False): api_models = api_models if api_models is not None else ["inclusionai/ling-2.6-flash"] probe_payload = { "models": api_models, "probed_url": "https://portal.nousresearch.com/v1/models", "resolved_base_url": "https://portal.nousresearch.com/v1", "suggested_base_url": None, "used_fallback": False, } def _fetch_portal(*a, **kw): if portal_raises: raise RuntimeError("portal unreachable") return portal_payload if portal_payload is not None else self.PORTAL_PAYLOAD with patch("hermes_cli.models.fetch_api_models", return_value=api_models), \ patch("hermes_cli.models.probe_api_models", return_value=probe_payload), \ patch("hermes_cli.models.fetch_nous_recommended_models", side_effect=_fetch_portal), \ patch("hermes_cli.models._resolve_nous_portal_url", return_value="https://portal.nousresearch.com"), \ patch("hermes_cli.models._model_in_provider_catalog", return_value=False): return validate_requested_model(model, "nous") def test_free_portal_recommendation_accepted(self): """The exact scenario from #71312: a free-tier Portal recommendation missing from the curated catalog and the live /v1/models listing must be accepted, not rejected.""" result = self._validate_nous("inclusionai/ling-3.0-flash:free") assert result["accepted"] is True assert result["persist"] is True assert "Portal recommendation" in (result["message"] or "") def test_paid_portal_recommendation_accepted(self): result = self._validate_nous("inclusionai/ling-3.0-pro") assert result["accepted"] is True def test_model_absent_from_portal_and_catalog_still_rejected(self): """A model that's genuinely nowhere (not live, not curated, not a Portal recommendation) must still be rejected -- this fallback tier must not make validation permissive for everything.""" result = self._validate_nous("totally-made-up-model-xyz") assert result["accepted"] is False assert result["recognized"] is False def test_portal_fetch_failure_falls_through_to_rejection_not_crash(self): """A network/parse failure fetching the Portal feed must not crash validation -- it degrades to the existing rejection path.""" result = self._validate_nous( "inclusionai/ling-3.0-flash:free", portal_raises=True ) assert result["accepted"] is False # fails closed, doesn't crash def test_non_string_model_name_entries_ignored(self): """Malformed Portal entries (non-string / empty modelName) must be skipped via _extract_model_name -- never stringified into garbage matches (e.g. an int modelName 5 must not accept a model named "5").""" payload = { "freeRecommendedModels": [ {"modelName": 5}, {"modelName": ""}, {"modelName": None}, "not-a-dict", {"modelName": "inclusionai/ling-3.0-flash:free"}, ], "paidRecommendedModels": [], } assert self._validate_nous("5", portal_payload=payload)["accepted"] is False result = self._validate_nous( "inclusionai/ling-3.0-flash:free", portal_payload=payload ) assert result["accepted"] is True def test_non_nous_provider_does_not_consult_portal_feed(self): """This fallback tier is Nous-specific; a non-Nous provider must not have its rejection changed by (or trigger a call to) the Nous Portal feed.""" probe_payload = { "models": ["some/other-model"], "probed_url": "https://api.example.com/v1/models", "resolved_base_url": "https://api.example.com/v1", "suggested_base_url": None, "used_fallback": False, } with patch("hermes_cli.models.fetch_api_models", return_value=["some/other-model"]), \ patch("hermes_cli.models.probe_api_models", return_value=probe_payload), \ patch("hermes_cli.models.fetch_nous_recommended_models") as mock_portal, \ patch("hermes_cli.models._model_in_provider_catalog", return_value=False): result = validate_requested_model("inclusionai/ling-3.0-flash:free", "openrouter") mock_portal.assert_not_called() assert result["accepted"] is False # -- validate — custom endpoint fallback when /models is unreachable (#12220) -- class TestValidateCustomUnreachableFallback: """A custom proxy without GET /models must not brick `/model` switches (#12220).""" def _validate(self, model, provider, models, **kw): probe = {"models": models, "probed_url": "http://localhost:8000/v1/models", "resolved_base_url": "http://localhost:8000/v1", "suggested_base_url": None, "used_fallback": False} with patch("hermes_cli.models.probe_api_models", return_value=probe): return validate_requested_model(model, provider, api_key="k", base_url="http://localhost:8000/v1", **kw) @pytest.mark.parametrize("provider", ["custom", "custom:myproxy"]) @pytest.mark.parametrize("api_mode", ["chat_completions", "anthropic_messages"]) def test_unreachable_catalog_persists_unverified_for_chat_modes(self, provider, api_mode): result = self._validate("my-proxy-model", provider, models=None, api_mode=api_mode) assert (result["accepted"], result["persist"], result["recognized"]) == (True, True, False) assert "accepted without verification" in result["message"] @pytest.mark.parametrize("api_mode", [None, "codex_responses"]) def test_unreachable_catalog_still_rejects_other_api_modes(self, api_mode): result = self._validate("my-proxy-model", "custom", models=None, api_mode=api_mode) assert result["accepted"] is False assert "was not saved" in result["message"] # A reachable catalog keeps authoritative validation regardless of mode. assert self._validate("my-model", "custom", models=["my-model"], api_mode="chat_completions")["recognized"] is True def test_anthropic_messages_reachable_listing_without_slug_is_not_called_unimplemented(self): """A listing that answered 200 but lacks the slug must not be described as a proxy that 'does not implement GET /v1/models'; it names the alias candidates instead (#111436).""" result = self._validate("kimi-k3", "kimi-coding", models=["k3", "k3-turbo"], api_mode="anthropic_messages") assert (result["accepted"], result["persist"], result["recognized"]) == (True, True, False) assert "do not implement" not in result["message"] assert "`k3`" in result["message"] # Case-only spelling differences are a match, not a warning. assert self._validate("K3", "kimi-coding", models=["k3"], api_mode="anthropic_messages")["recognized"] is True # -- validate — profile-owned catalog is authoritative (#116667) ---------------- class TestProfileCatalogAuthoritative: """A profile that points ``models_url`` at its own catalog endpoint (relay re-shape, #101705) owns validation: the generic ``{base_url}/models`` listing may expose a different product line that this deployment cannot serve, so a miss in the profile-owned catalog must not be turned into an acceptance by that generic listing (#116667). Unavailable/empty profile catalogs keep the generic fallback.""" @pytest.fixture def relay_profile(self, monkeypatch): import providers from providers.base import ProviderProfile profile = ProviderProfile( name="relay-owned-catalog", auth_type="api_key", env_vars=("RELAY_TEST_KEY",), base_url="https://relay.example.invalid/v1", models_url="https://relay.example.invalid/catalog", fallback_models=("plan/model-1",), ) monkeypatch.setitem(providers._REGISTRY, profile.name, profile) return profile def test_model_only_in_generic_listing_is_rejected(self, relay_profile): """Profile catalog: ["plan/model-1"]; generic /models: ["other-vendor/model-a"]; requested "other-vendor/model-a" — the generic hit must not accept it.""" result = _validate( "other-vendor/model-a", "relay-owned-catalog", api_models=["other-vendor/model-a"]) assert result["accepted"] is False assert result["persist"] is False assert "plan/model-1" in result["message"] def test_unavailable_profile_catalog_keeps_generic_fallback(self, relay_profile): """The profile's own catalog unreachable/empty (e.g. no credentials yet): the generic listing stays the validator, as before (#116667's carve-out).""" with patch("hermes_cli.models.fetch_api_models", return_value=["other-vendor/model-a"]), \ patch("hermes_cli.models.provider_model_ids", return_value=[]): result = validate_requested_model( "other-vendor/model-a", "relay-owned-catalog", api_key="k") assert result["accepted"] is True assert result["recognized"] is True def test_nebius_relay_base_url_validates_against_relay_listing(self, monkeypatch): """A configured relay base URL must decide Nebius Token Factory validation (#121388).""" relay_base_url = "https://relay.example.invalid/v1" calls = [] def fetch_relay_models(_api_key, base_url, **_kwargs): calls.append(base_url) return ["relay-only/model"] if base_url == relay_base_url else ["canonical-only/model"] monkeypatch.setattr("hermes_cli.models.provider_model_ids", lambda _provider: ["canonical-only/model"]) monkeypatch.setattr("hermes_cli.models.fetch_api_models", fetch_relay_models) result = validate_requested_model( "relay-only/model", "nebius-token-factory", api_key="k", base_url=relay_base_url) assert result["accepted"] is True assert result["recognized"] is True assert calls == [relay_base_url] # -- validate — whitespace in self-hosted / user-configured ids -------------- def _spaces_message(result) -> bool: return "spaces" in (result.get("message") or "") class TestModelIdWhitespace: """Cloud catalogs reject whitespace. Self-hosted providers and a user-configured base_url may serve ids that contain it. The picker must not offer an id this validator will refuse.""" def test_cloud_providers_reject_whitespace(self): for provider, model in ( ("anthropic", "claude opus"), ("openrouter", "anthropic/claude opus"), ("openai", "gpt 5.4"), ): result = _validate(model, provider=provider) assert result["accepted"] is False assert result["persist"] is False assert result["message"] == "Model names cannot contain spaces." def test_cloud_stock_base_url_still_rejects_whitespace(self): for provider, base_url in ( ("anthropic", "https://api.anthropic.com"), ("openai", "https://api.openai.com/v1"), ("openrouter", "https://openrouter.ai/api/v1"), ): result = _validate("claude opus", provider=provider, base_url=base_url) assert result["accepted"] is False, provider assert _spaces_message(result), provider def test_custom_provider_accepts_listed_id_with_spaces(self): result = _validate( "My Custom Model", provider="custom", api_models=["My Custom Model"], base_url="http://127.0.0.1:8000/v1") assert result["accepted"] is True assert result["recognized"] is True assert result["persist"] is True def test_named_custom_endpoint_accepts_listed_id_with_spaces(self): result = _validate( "Go reasoning", provider="custom:omniroute", api_models=["Go reasoning"], base_url="http://127.0.0.1:20128/v1") assert result["accepted"] is True assert result["recognized"] is True def test_self_hosted_aliases_accept_listed_ids_with_whitespace(self): for provider in ("vllm", "ollama", "llamacpp", "local", "lmstudio"): model = "Meta Llama 3.1 8B" if provider == "lmstudio": with patch("hermes_cli.models_local.probe_lmstudio_models", return_value=[model]): result = validate_requested_model(model, provider) else: result = _validate( model, provider=provider, api_models=[model], base_url="http://127.0.0.1:8000/v1") assert result["accepted"] is True, provider assert not _spaces_message(result), provider def test_user_configured_base_url_accepts_listed_id_with_spaces(self): """A router with its own slug is not ``custom``; the base_url is the exemption.""" result = _validate( "Go reasoning", provider="omniroute", api_models=["Go reasoning"], base_url="http://127.0.0.1:20128/v1", api_key="sk-test") assert result["accepted"] is True assert result["recognized"] is True assert not _spaces_message(result) def test_tab_in_cloud_id_is_still_rejected(self): result = _validate("claude\topus", provider="anthropic") assert result["accepted"] is False assert result["message"] == "Model names cannot contain spaces." def test_picker_payload_omits_ids_the_validator_rejects_for_whitespace(): """Desktop model.options is this payload. A cloud row must not offer a spaced id; a self-hosted row and a user-configured base_url row must keep theirs.""" from hermes_cli.inventory import ConfigContext, build_models_payload rows = [ { "slug": "anthropic", "name": "Anthropic", "is_current": False, "is_user_defined": False, "models": ["claude-opus-4.6", "claude opus"], "total_models": 2, "source": "curated", }, { "slug": "omniroute", "name": "OmniRoute", "is_current": False, "is_user_defined": True, "models": ["Go reasoning", "plain-id"], "total_models": 2, "source": "user-config", "api_url": "http://127.0.0.1:20128/v1", }, { "slug": "lmstudio", "name": "LM Studio", "is_current": False, "is_user_defined": False, "models": ["Meta Llama 3.1 8B"], "total_models": 1, "source": "local", }, ] ctx = ConfigContext( current_provider="anthropic", current_model="claude-opus-4.6", current_base_url="", user_providers={}, custom_providers=[]) with patch("hermes_cli.model_switch.list_authenticated_providers", return_value=rows), \ patch("hermes_cli.inventory._local_runtime_row", return_value=None), \ patch("hermes_cli.inventory._moa_provider_row", return_value=None): payload = build_models_payload(ctx) by_slug = {row["slug"]: row["models"] for row in payload["providers"]} assert "claude opus" not in by_slug["anthropic"] assert "claude-opus-4.6" in by_slug["anthropic"] assert "Go reasoning" in by_slug["omniroute"] assert "Meta Llama 3.1 8B" in by_slug["lmstudio"]