Add tests for LlmSession and LlmSessionCaptionsAndKeywords in both integration and mocked scenarios (#12)

Reviewed-on: #12 Co-authored-by: Mathias Scheider <mathias2784@web.de>
2026-10-02 09:21:38 +00:00
parent 906707de55
commit ce2da9d953
9 changed files with 994 additions and 29 deletions
@@ -1,2 +1,3 @@
 LLM_API_BASE_URL = "http://localhost:1234/v1"
 LLM_API_KEY = "not-relevant"
+LLM_DEFAULT_TEMPERATURE = 0.8
@@ -0,0 +1,371 @@
+architektur
+architektur|gebäude
+architektur|bauwerke
+architektur|architecture
+architektur|brücke
+architektur|brücke|bridge
+architektur|burg
+architektur|burg|castle
+architektur|dach
+architektur|dach|roof
+architektur|dächer
+architektur|garten
+architektur|garten|garden
+architektur|gleis
+architektur|gleis|rail
+architektur|industrie
+architektur|kirche
+architektur|kirche|church
+architektur|leuchtturm
+architektur|leuchtturm|lighhouse
+architektur|levada
+architektur|modell
+architektur|park
+architektur|ruinen
+architektur|ruinen|ruins
+architektur|siedlung
+architektur|siedlung|dorf ortschaft
+architektur|siedlung|village
+architektur|skyline
+architektur|stadt
+architektur|stadt|city
+architektur|strasse
+architektur|strasse|street
+architektur|fenster
+architektur|fenster|window
+architektur|tür
+architektur|tür|door
+architektur|treppe
+architektur|treppe|stairs
+architektur|turm
+architektur|turm|tower
+architektur|hafen
+architektur|hafen|harbor
+architektur|hafen|port
+architektur|bahnhof
+architektur|bahnhof|train station
+architektur|museum
+essen&trinken
+essen&trinken|Lebensmittel
+essen&trinken|food
+essen&trinken|braten
+essen&trinken|buffett
+essen&trinken|burger
+essen&trinken|kaffee
+essen&trinken|kaffee|coffee
+essen&trinken|shrimps
+essen&trinken|tapas
+essen&trinken|bier
+essen&trinken|bier|beer
+essen&trinken|wein
+essen&trinken|wein|wine
+essen&trinken|obst
+essen&trinken|obst|fruit
+essen&trinken|gemüse
+essen&trinken|gemüse|vegetables
+essen&trinken|kuchen
+essen&trinken|kuchen|cake
+essen&trinken|dessert
+himmel/wetter
+himmel/wetter|weather
+himmel/wetter|sky
+himmel/wetter|abendrot
+himmel/wetter|abendrot|dusk
+himmel/wetter|blauer himmel
+himmel/wetter|blauer himmel|blue sky
+himmel/wetter|diesig
+himmel/wetter|diesig|hazy
+himmel/wetter|diesig|misty
+himmel/wetter|eis
+himmel/wetter|eis|ice
+himmel/wetter|grau
+himmel/wetter|grau|grey
+himmel/wetter|mond
+himmel/wetter|mond|moon
+himmel/wetter|morgengrauen
+himmel/wetter|morgengrauen|dawn
+himmel/wetter|morgenrot
+himmel/wetter|morgenrot|dawn
+himmel/wetter|nebel
+himmel/wetter|nebel|fog
+himmel/wetter|regen
+himmel/wetter|regen|rain
+himmel/wetter|regenbogen
+himmel/wetter|regenbogen|rainbow
+himmel/wetter|schnee
+himmel/wetter|schnee|snow
+himmel/wetter|sonne
+himmel/wetter|sonne|sun
+himmel/wetter|sonne|sonnenaufgang
+himmel/wetter|sonne|sonnenaufgang|sunrise
+himmel/wetter|sonne|sonnenstrahlen
+himmel/wetter|sonne|sonnenstrahlen|sun beams
+himmel/wetter|sonne|sonnenstrahlen|light rays
+himmel/wetter|sonne|sonnenuntergang
+himmel/wetter|sonne|sonnenuntergang|sunset
+himmel/wetter|sterne
+himmel/wetter|sterne|stars
+himmel/wetter|windig
+himmel/wetter|windig|windy
+himmel/wetter|wolken
+himmel/wetter|wolken|clouds
+himmel/wetter|gewitter
+himmel/wetter|gewitter|thunderstorm
+himmel/wetter|blitz
+himmel/wetter|blitz|lightning
+himmel/wetter|frost
+jahreszeit
+jahreszeit|season
+jahreszeit|frühling
+jahreszeit|frühling|spring
+jahreszeit|sommer
+jahreszeit|sommer|summer
+jahreszeit|herbst
+jahreszeit|herbst|autumn
+jahreszeit|herbst|fall
+jahreszeit|winter
+landschaft
+landschaft|landscape
+landschaft|berge
+landschaft|berge|mountains
+landschaft|dünen
+landschaft|dünen|dunes
+landschaft|dünen|sand
+landschaft|feld
+landschaft|feld|field
+landschaft|feld|meadow
+landschaft|felsen
+landschaft|felsen|rock
+landschaft|höhle
+landschaft|höhle|cave
+landschaft|insel
+landschaft|insel|island
+landschaft|klippen
+landschaft|klippen|cliffs
+landschaft|küste
+landschaft|küste|coast
+landschaft|steinbruch
+landschaft|steinbruch|quarry
+landschaft|strand
+landschaft|strand|beach
+landschaft|vulkan
+landschaft|vulkan|vulcano
+landschaft|wald
+landschaft|wald|forest
+landschaft|wald|wood
+landschaft|wasser
+landschaft|wasser|water
+landschaft|wasser|bach
+landschaft|wasser|bach|creek
+landschaft|wasser|brandung
+landschaft|wasser|brandung|breakers
+landschaft|wasser|brandung|surf
+landschaft|wasser|fluss
+landschaft|wasser|fluss|river
+landschaft|wasser|hochwasser
+landschaft|wasser|hochwasser|flood
+landschaft|wasser|hochwasser|high water
+landschaft|wasser|meer
+landschaft|wasser|meer|sea
+landschaft|wasser|meer|ocean
+landschaft|wasser|see
+landschaft|wasser|see|lake
+landschaft|wasser|wasserfall
+landschaft|wasser|wasserfall|waterfall
+landschaft|weinberge
+landschaft|weinberge|vineyard
+landschaft|wüste
+landschaft|wüste|desert
+landschaft|hügel
+landschaft|hügel|hills
+landschaft|tal
+landschaft|tal|valley
+landschaft|schlucht
+landschaft|schlucht|canyon
+landschaft|schlucht|gorge
+landschaft|gipfel
+landschaft|gipfel|summit
+landschaft|gipfel|peak
+nacht
+nacht|night
+nacht|langzeitbelichtung
+nacht|langzeitbelichtung|long exposure
+nacht|lichtspuren
+nacht|lichtspuren|light trails
+nacht|nachtaufnahme
+nacht|nachtaufnahme|night shot
+nacht|stadtlichter
+nacht|stadtlichter|city lights
+personen
+personen|auge
+personen|auge|eye
+personen|geste
+personen|geste|gesture
+personen|gruppenbild
+personen|gruppenbild|group
+personen|menschenmenge
+personen|menschenmenge|crowd
+personen|portrait
+personen|pose
+personen|quatsch
+personen|quatsch|silly
+personen|verkleidung
+personen|kind
+personen|kind|kinder
+personen|kind|child
+personen|kind|children
+personen|paar
+personen|paar|couple
+personen|silhouette
+personen|schatten
+personen|schatten|shadow
+pflanze
+pflanze|plant
+pflanze|bäume
+pflanze|bäume|trees
+pflanze|blumen
+pflanze|blumen|flower
+pflanze|blüten
+pflanze|blüten|flower
+pflanze|blüten|bloomy
+pflanze|grass
+pflanze|grass|gras
+pflanze|kaktus
+pflanze|kaktus|cactus
+pflanze|laub
+pflanze|laub|foliage
+pflanze|moos
+pflanze|moos|moss
+pflanze|palmen
+pflanze|palmen|palms
+pflanze|pilze
+pflanze|pilze|mushrooms
+pflanze|schilf
+pflanze|schilf|reed
+pflanze|sonnenblumen
+pflanze|sonnenblumen|sunflower
+pflanze|sonnentau
+pflanze|sonnentau|sundew
+pflanze|venusfliegenfalle
+pflanze|venusfliegenfalle|venus trap
+pflanze|farn
+pflanze|farn|fern
+pflanze|strauch
+pflanze|strauch|bush
+pflanze|strauch|shrub
+pflanze|efeu
+pflanze|efeu|ivy
+pflanze|hecke
+pflanze|hecke|hedge
+sport
+sport|fussball
+sport|fussball|football
+sport|fussball|soccer
+sport|schwimmen
+sport|schwimmen|swimming
+sport|klettern
+sport|klettern|climbing
+sport|wandern
+sport|wandern|hiking
+sport|radfahren
+sport|radfahren|cycling
+sport|ski
+sport|ski|skiing
+stil
+stil|style
+stil|schwarzweiss
+stil|schwarzweiss|black and white
+stil|schwarzweiss|bw
+stil|vintage
+stil|hdr
+stil|panorama
+technik
+technik|technology
+technik|auto
+technik|auto|car
+technik|eisenbahn
+technik|eisenbahn|train
+technik|fahrrad
+technik|fahrrad|bike
+technik|fahrrad|bicycle
+technik|flugzeug
+technik|flugzeug|plane
+technik|handy
+technik|handy|smartphone
+technik|handy|cell phone
+technik|kamera
+technik|kamera|camera
+technik|musikinstrument
+technik|musikinstrument|musical instrument
+technik|musikinstrument|Gitarre
+technik|musikinstrument|Gitarre|guitar
+technik|musikinstrument|Gitarren Effektgerät
+technik|musikinstrument|Gitarrenverstärker
+technik|musikinstrument|Gitarrenverstärker|guitar amp
+technik|objektiv
+technik|objektiv|lens
+technik|schiff
+technik|schiff|ship
+technik|seilbahn
+technik|seilbahn|teleferico
+technik|seilbahn|cable car
+technik|motorrad
+technik|motorrad|motorcycle
+technik|lastwagen
+technik|lastwagen|truck
+technik|bus
+technik|helikopter
+technik|helikopter|helicopter
+technik|drohne
+technik|drohne|drone
+technik|windrad
+technik|windrad|wind turbine
+tier
+tier|animal
+tier|elefant
+tier|elefant|elephant
+tier|fisch
+tier|fisch|fish
+tier|insekten
+tier|insekten|insects
+tier|insekten|biene
+tier|insekten|biene|bee
+tier|katze
+tier|katze|cat
+tier|nager
+tier|nager|gnawer
+tier|reptil
+tier|reptil|reptile
+tier|rind
+tier|rind|cattle
+tier|Rot$DamWild
+tier|Rot$DamWild|deer
+tier|spinne
+tier|spinne|spider
+tier|tiger
+tier|vogel
+tier|vogel|bird
+tier|waschbär
+tier|waschbär|raccoon
+tier|Wildschwein
+tier|Wildschwein|boar
+tier|ZiegeBockSchaf
+tier|ZiegeBockSchaf|goat
+tier|hund
+tier|hund|dog
+tier|pferd
+tier|pferd|horse
+tier|eichhörnchen
+tier|eichhörnchen|squirrel
+tier|fuchs
+tier|fuchs|fox
+tier|seevogel
+tier|seevogel|seabird
+tier|eidechse
+tier|eidechse|lizard
+tier|frosch
+tier|frosch|frog
+tier|schmetterling
+tier|schmetterling|butterfly
+tier|libelle
+tier|libelle|dragonfly
@@ -15,6 +15,7 @@ dependencies = [
    "pydantic-settings>=2.15.0",
    "pytest>=9.1.1",
    "ruff>=0.16.9",
+    "utils>=0.1.2",
 ]

 [project.scripts]
@@ -23,3 +24,11 @@ photools3 = "photools3:main"
 [build-system]
 requires = ["uv_build>=0.12.19,<0.13.0"]
 build-backend = "uv_build"
+
+[tool.uv.sources]
+utils = { index = "gitea" }
+
+[[tool.uv.index]]
+name = "gitea"
+url = "https://gitea.schneiderserver.site/api/packages/mathias2784/pypi/simple"
+explicit = true
@@ -3,6 +3,7 @@ import re

 import openai
 from openai import OpenAI
+from utils.misc import readlines

 from photools3.models import (
    LlmMessageContent,
@@ -12,7 +13,7 @@ from photools3.models import (
    LlmRequestMessage,
 )
 from photools3.photo import Photo
-from photools3.settings import Settings
+from photools3.settings import KEYWORDS_LIST_PATH, Settings

 settings = Settings()  # type: ignore[reportCallIssue]

@@ -21,7 +22,9 @@ class LlmSession:
    base_url: str = str(settings.llm_api_base_url)
    api_key: str = settings.llm_api_key

-    def __init__(self, system_prompt: str, temperature: float = 1.0):
+    def __init__(
+        self, system_prompt: str, temperature: float = settings.llm_default_temperature
+    ):
        self._models: list = []

        self.system_prompt = system_prompt
@@ -110,3 +113,33 @@ class LlmSession:
                ),
            ],
        )
+
+
+class LlmSessionCaptionsAndKeywords(LlmSession):
+    keywords_list = ",".join([s.strip() for s in readlines(str(KEYWORDS_LIST_PATH))])
+
+    def __init__(self, temperature: float = settings.llm_default_temperature):
+        super().__init__(
+            system_prompt=(
+                "# System prompt\n"
+                "\n"
+                "You are a helpful photographer's assistant that helps to write **captions** and **keywords** to photos:\n"
+                "- Answer in JSON format so it can easily be integrated in automatic workflows.\n"
+                "  - JSON format is `{'caption': '...', 'tags': ['tag1', 'tag2', ...]}`.\n"
+                "  - Do not add any other text outside of this JSON format!\n"
+                "- When writing captions, ONLY describe what is visible on the photo. Do not interpret!\n"
+                "- Only use keywords from the keyword list, appended below.\n"
+                "\n"
+                "## Keyword list"
+                "\n"
+                f"{self.keywords_list}"
+            ),
+            temperature=temperature,
+        )
+
+    def call(self, photos: list[Photo], model_id=None):
+        return super().call(
+            prompt="Give me a caption and keyword for the following photo(s)",
+            photos=photos,
+            model_id=model_id,
+        )
@@ -8,6 +8,8 @@ SRC_DIR = PHOTOOLS3_DIR.parent
 ROOT_DIR = SRC_DIR.parent
 EXAMPLES_DIR = ROOT_DIR / "examples"
 DNG_EXAMPLES_DIR = EXAMPLES_DIR / "dng"
+CONFIG_DIR = ROOT_DIR / "config"
+KEYWORDS_LIST_PATH = CONFIG_DIR / "keywords.txt"


 class Settings(BaseSettings):
@@ -15,3 +17,4 @@ class Settings(BaseSettings):

    llm_api_base_url: Url
    llm_api_key: str
+    llm_default_temperature: float
@@ -12,9 +12,11 @@ def test_photo():

@pytest.fixture
 def llm_session():
-    return LlmSession(
-        system_prompt=(
-            "You are a helpful assistent to photographer. "
-            'Answer in JSON format: `{"caption": "...", "tags": ["tag1", "tag2", ...]}`'
-        )
-    )
+    return LlmSession(system_prompt="You are a helpful assistant.")
+
+
+@pytest.fixture
+def llm_session_captions_and_keywords():
+    from photools3.llm_session import LlmSessionCaptionsAndKeywords
+
+    return LlmSessionCaptionsAndKeywords()
@@ -7,7 +7,21 @@ from photools3.llm_session import LlmSession
    not LlmSession(system_prompt="").is_api_reachable(), reason="API not available"
 )
 def test_llm_session(llm_session, test_photo):
+    llm_session.system_prompt = "Return only JSON format: {'keywords': ['...']}"
    result = llm_session.call(
        prompt="keywords for the attached picture", photos=[test_photo]
    )
-    assert result
+    assert result is not None
+
+
+@pytest.mark.skipif(
+    not LlmSession(system_prompt="").is_api_reachable(), reason="API not available"
+)
+def test_llm_session_captions_and_keywords(
+    llm_session_captions_and_keywords, test_photo
+):
+    result = llm_session_captions_and_keywords.call(photos=[test_photo])
+    assert "caption" in result
+    assert "tags" in result
+    assert isinstance(result["caption"], str)
+    assert isinstance(result["tags"], list)
@@ -45,3 +45,44 @@ def test_llm_session_mocked(test_photo):

        # Verify that the mock was called
        assert mock_client.chat.completions.create.called
+
+
+def test_llm_session_captions_and_keywords_mocked(test_photo):
+    # We want to mock OpenAI client's chat.completions.create
+    with patch("photools3.llm_session.OpenAI") as mocked_openai:
+        # Setup the mock response structure
+        mock_client = MagicMock()
+        mocked_openai.return_value = mock_client
+
+        # Mock the models list to return a proper object with an ID string
+        # This prevents Pydantic ValidationError when LlmSession tries to use model_id
+        mock_model = MagicMock()
+        mock_model.id = "gpt-4o"
+        mock_client.models.list.return_value.data = [mock_model]
+
+        # Create a response object: response.choices[0].message.content
+        mock_response = MagicMock()
+        mock_choice = MagicMock()
+        mock_message = MagicMock()
+
+        mock_message.content = '{"caption": "A mocked caption", "tags": ["mocked_tag"]}'
+        mock_choice.message = mock_message
+        mock_response.choices = [mock_choice]
+
+        # Configure the client to return our mock response
+        mock_client.chat.completions.create.return_value = mock_response
+
+        # Create a new LlmSessionCaptionsAndKeywords instance that will use the mocked OpenAI client
+        from photools3.llm_session import LlmSessionCaptionsAndKeywords
+
+        mocked_session = LlmSessionCaptionsAndKeywords()
+
+        # Run the test
+        result = mocked_session.call(photos=[test_photo])
+
+        # Verify the results
+        assert result["caption"] == "A mocked caption"
+        assert "mocked_tag" in result["tags"]
+
+        # Verify that the mock was called
+        assert mock_client.chat.completions.create.called
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