Scan port 1234 and any custom port from LM_STUDIO_URL, add the LM_STUDIO_URL host to the discovery sweep alongside the Ollama env vars, and tag each discovered endpoint with its provider by fingerprinting the native /api/v1/models response (entries carrying key + architecture). Documents LM_STUDIO_URL in .env.example.
185 lines
8.2 KiB
Python
185 lines
8.2 KiB
Python
"""Tests for LM Studio model discovery: port scanning, env host scanning,
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and native-API provider fingerprinting."""
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from src.model_discovery import ModelDiscovery
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class _FakeResponse:
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def __init__(self, payload, ok=True):
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self._payload = payload
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self.is_success = ok
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def json(self):
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return self._payload
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# ════════════════════════════════════════════════════════════
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# ModelDiscovery — ports list includes 1234
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# ════════════════════════════════════════════════════════════
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class TestModelDiscoveryPorts:
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def test_discover_models_scans_port_1234(self, monkeypatch):
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"""discover_models must include port 1234 among the scan targets."""
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discovery = ModelDiscovery(default_host="localhost")
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scanned_ports = []
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def fake_check_port(host, port):
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scanned_ports.append(port)
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return None
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monkeypatch.setattr(discovery, "_check_port", fake_check_port)
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monkeypatch.setattr(
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"src.model_discovery.discover_tailscale_hosts",
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lambda: [],
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)
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discovery.discover_models()
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assert 1234 in scanned_ports
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def test_discover_models_scans_custom_lm_studio_port(self, monkeypatch):
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"""A non-default port in LM_STUDIO_URL must be added to the scan targets."""
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monkeypatch.delenv("LLM_HOSTS", raising=False)
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monkeypatch.setenv("LM_STUDIO_URL", "http://my-lm-box:5000")
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monkeypatch.setattr(
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"src.model_discovery.discover_tailscale_hosts", lambda: [],
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)
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discovery = ModelDiscovery(default_host="localhost")
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scanned = []
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def fake_check_port(host, port):
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scanned.append((host, port))
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return None
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monkeypatch.setattr(discovery, "_check_port", fake_check_port)
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discovery.discover_models()
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assert ("my-lm-box", 5000) in scanned
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# ════════════════════════════════════════════════════════════
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# _fingerprint_provider — native API identification
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# ════════════════════════════════════════════════════════════
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class TestFingerprintProvider:
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LMSTUDIO_NATIVE = {
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"models": [
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{"type": "llm", "key": "qwen3.6-27b", "architecture": "qwen35",
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"quantization": {"name": "Q5_K_XL"}, "format": "gguf"},
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]
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}
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def test_lmstudio_native_format_detected(self, monkeypatch):
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discovery = ModelDiscovery(default_host="localhost")
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monkeypatch.setattr(
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"src.model_discovery.httpx.get",
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lambda url, timeout=None: _FakeResponse(self.LMSTUDIO_NATIVE),
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)
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assert discovery._fingerprint_provider("localhost", 1234) == "lmstudio"
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def test_lmstudio_detected_on_nonstandard_port(self, monkeypatch):
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discovery = ModelDiscovery(default_host="localhost")
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monkeypatch.setattr(
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"src.model_discovery.httpx.get",
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lambda url, timeout=None: _FakeResponse(self.LMSTUDIO_NATIVE),
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)
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assert discovery._fingerprint_provider("localhost", 8080) == "lmstudio"
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def test_openai_compatible_server_not_lmstudio(self, monkeypatch):
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discovery = ModelDiscovery(default_host="localhost")
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monkeypatch.setattr(
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"src.model_discovery.httpx.get",
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lambda url, timeout=None: _FakeResponse({"data": [{"id": "gpt-4o"}]}, ok=False),
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)
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assert discovery._fingerprint_provider("localhost", 8000) is None
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def test_ollama_tags_shape_not_lmstudio(self, monkeypatch):
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discovery = ModelDiscovery(default_host="localhost")
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ollama_shape = {"models": [{"name": "llama3", "modified_at": "x", "size": 1}]}
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monkeypatch.setattr(
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"src.model_discovery.httpx.get",
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lambda url, timeout=None: _FakeResponse(ollama_shape),
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)
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assert discovery._fingerprint_provider("localhost", 11434) is None
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def test_unreachable_returns_none(self, monkeypatch):
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discovery = ModelDiscovery(default_host="localhost")
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def boom(url, timeout=None):
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raise OSError("connection refused")
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monkeypatch.setattr("src.model_discovery.httpx.get", boom)
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assert discovery._fingerprint_provider("localhost", 1234) is None
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def test_check_port_attaches_provider(self, monkeypatch):
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discovery = ModelDiscovery(default_host="localhost")
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def fake_get(url, timeout=None):
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if url.endswith("/api/v1/models"):
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return _FakeResponse(self.LMSTUDIO_NATIVE)
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return _FakeResponse({"data": [{"id": "qwen3.6-27b"}]})
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monkeypatch.setattr("src.model_discovery.httpx.get", fake_get)
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result = discovery._check_port("localhost", 1234)
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assert result is not None
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assert result["provider"] == "lmstudio"
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assert result["models"] == ["qwen3.6-27b"]
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# ════════════════════════════════════════════════════════════
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# _get_hosts — LM_STUDIO_URL env var
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# ════════════════════════════════════════════════════════════
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class TestGetHostsLmStudioUrl:
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def test_lm_studio_url_adds_host_default_branch(self, monkeypatch):
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"""LM_STUDIO_URL hostname must appear in hosts when Tailscale is absent."""
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monkeypatch.delenv("LLM_HOSTS", raising=False)
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monkeypatch.setenv("LM_STUDIO_URL", "http://my-lm-box:1234")
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monkeypatch.setattr(
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"src.model_discovery.discover_tailscale_hosts",
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lambda: [],
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)
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discovery = ModelDiscovery(default_host="localhost")
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hosts = discovery._get_hosts()
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assert "my-lm-box" in hosts
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def test_lm_studio_url_adds_host_tailscale_branch(self, monkeypatch):
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"""LM_STUDIO_URL hostname must also appear when Tailscale hosts are present."""
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monkeypatch.delenv("LLM_HOSTS", raising=False)
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monkeypatch.setenv("LM_STUDIO_URL", "http://my-lm-box:1234")
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monkeypatch.setattr(
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"src.model_discovery.discover_tailscale_hosts",
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lambda: ["100.64.0.1"],
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)
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discovery = ModelDiscovery(default_host="localhost")
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hosts = discovery._get_hosts()
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assert "my-lm-box" in hosts
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def test_lm_studio_url_adds_host_llm_hosts_branch(self, monkeypatch):
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"""LM_STUDIO_URL hostname must also appear when LLM_HOSTS is set."""
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monkeypatch.setenv("LLM_HOSTS", "10.0.0.5")
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monkeypatch.setenv("LM_STUDIO_URL", "http://my-lm-box:1234")
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discovery = ModelDiscovery(default_host="localhost")
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hosts = discovery._get_hosts()
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assert "my-lm-box" in hosts
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def test_lm_studio_url_no_duplicate(self, monkeypatch):
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"""If the hostname is already in the list it should not be added twice."""
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monkeypatch.delenv("LLM_HOSTS", raising=False)
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monkeypatch.setenv("LM_STUDIO_URL", "http://localhost:1234")
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monkeypatch.setattr(
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"src.model_discovery.discover_tailscale_hosts",
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lambda: [],
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)
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discovery = ModelDiscovery(default_host="localhost")
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hosts = discovery._get_hosts()
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assert hosts.count("localhost") == 1
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def test_lm_studio_url_not_set_no_extra_host(self, monkeypatch):
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"""When LM_STUDIO_URL is absent, no phantom host is added."""
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monkeypatch.delenv("LLM_HOSTS", raising=False)
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monkeypatch.delenv("LM_STUDIO_URL", raising=False)
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monkeypatch.setattr(
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"src.model_discovery.discover_tailscale_hosts",
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lambda: [],
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)
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discovery = ModelDiscovery(default_host="localhost")
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hosts = discovery._get_hosts()
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# Only localhost + host.docker.internal expected
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assert "my-lm-box" not in hosts
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