scripts/test_image_analyzer.py

"""Smoke test for the Image Analyzer node.



Runs the analyzer on the sample images from datasources/report-sample.json

using the real API. Requires ANTHROPIC_API_KEY (or whichever provider is

configured in the default model config).



Usage:

    uv run python scripts/test_image_analyzer.py

"""

from __future__ import annotations

import json
import sys
from pathlib import Path

from dotenv import load_dotenv

REPORT_SAMPLE_FILE = (
    Path(__file__).resolve().parents[1] / "docs" / "datasources" / "report-sample.json"
)
from ergo_agentic.nodes.image_analyzer import analyze_image
from ergo_agentic.state import ImageInput


def main() -> int:
    load_dotenv()

    with REPORT_SAMPLE_FILE.open() as f:
        report = json.load(f)

    urls = report.get("uploadedImages", [])
    if not urls:
        print("No images in sample report", file=sys.stderr)
        return 1

    print(f"Analyzing {len(urls)} images sequentially...\n")

    for i, url in enumerate(urls, start=1):
        image: ImageInput = {
            "image_id": f"img_{i}",
            "url": url,
            "label": None,
        }
        print(f"--- Image {i}: {url} ---")
        try:
            result = analyze_image(
                {"image": image, "model_id": "google_genai:gemini-2.5-flash"}
            )
            manifest = result["image_manifests"][0]
            print(manifest.model_dump_json(indent=2))
        except Exception as e:
            print(f"ERROR: {e}")
        print()

    return 0


if __name__ == "__main__":
    sys.exit(main())