patch_ming_models.py

"""Patch backend: register 4 new models using the Laguna S 2.1 model-path convention.

Every model id is prefixed with `openai/`, which `_resolve_llm_params` strips
before calling OpenRouter (and `patch_openrouter_fix.py` forces
`custom_llm_provider="openrouter"` so LiteLLM uses the right client).

New model ids:
  - openai/dots-studio/dots-3-note-preview:free
  - openai/qwen/qwen3.8-27b:free
  - openai/respan/span-01-lite
  - openai/inclusionai/ming-image-0.1-design

Runs AFTER patch_models.py and patch_new_models.py. Fully idempotent: every edit
is skipped when its target already exists, and the script asserts afterwards that
no constant or _available_models entry was duplicated. Fails the Docker build
loudly (exit 1) if an anchor cannot be matched.
"""

import ast
import sys

IDS_FILE = "/app/agent/core/model_ids.py"
AGENT_FILE = "/app/backend/routes/agent.py"

CONSTANTS = {
    "DOTS_3_NOTE_PREVIEW_FREE_MODEL_ID": "openai/dots-studio/dots-3-note-preview:free",
    "QWEN3_8_27B_FREE_MODEL_ID": "openai/qwen/qwen3.8-27b:free",
    "SPAN_01_LITE_MODEL_ID": "openai/respan/span-01-lite",
    "MING_IMAGE_0_1_DESIGN_MODEL_ID": "openai/inclusionai/ming-image-0.1-design",
}

LABELS = {
    "DOTS_3_NOTE_PREVIEW_FREE_MODEL_ID": "dots-studio/dots-3-note-preview:free",
    "QWEN3_8_27B_FREE_MODEL_ID": "qwen/qwen3.8-27b:free",
    "SPAN_01_LITE_MODEL_ID": "respan/span-01-lite",
    "MING_IMAGE_0_1_DESIGN_MODEL_ID": "inclusionai/ming-image-0.1-design",
}

failures = []

# ---------- 1. model_ids.py: add the 4 constants ----------
with open(IDS_FILE) as f:
    ids = f.read()

missing_consts = [n for n in CONSTANTS if f"{n} = " not in ids]
if not missing_consts:
    print("OK: model_ids.py constants already present (idempotent)")
else:
    block = "".join(
        f'{name} = "{CONSTANTS[name]}"\n' for name in missing_consts
    )
    ids_anchor = 'UPSTAGE_SOLAR_PRO4_MODEL_ID = "openai/upstage/solar-pro4"'
    if ids_anchor not in ids:
        ids_anchor = 'DEEPSEEK_V4_PRO_MODEL_ID = "nvidia/nemotron-3-super-120b-a12b:free"'
    if ids_anchor not in ids:
        print("FAIL: could not find insertion anchor in model_ids.py")
        failures.append("model_ids anchor")
    else:
        ids = ids.replace(ids_anchor, block + ids_anchor, 1)
        ast.parse(ids)
        with open(IDS_FILE, "w") as f:
            f.write(ids)
        print(f"OK: added {len(missing_consts)} model constants to model_ids.py")

# ---------- 2. agent.py: imports + _available_models ----------
with open(AGENT_FILE) as f:
    agent = f.read()

missing_imports = [n for n in CONSTANTS if f"    {n},\n" not in agent]
if not missing_imports:
    print("OK: agent.py imports already present (idempotent)")
else:
    new_imports = "".join(f"    {name},\n" for name in missing_imports)
    import_anchor = "    LIQUID_LFM_2_5_2_6B_FREE_MODEL_ID,\n"
    if import_anchor not in agent:
        import_anchor = "    LING_3_0_FLASH_FREE_MODEL_ID,\n"
    if import_anchor not in agent:
        print("FAIL: could not find import anchor in agent.py")
        failures.append("agent import anchor")
    else:
        agent = agent.replace(import_anchor, import_anchor + new_imports, 1)
        print(f"OK: added {len(missing_imports)} model imports to agent.py")

# _available_models entries need their OWN guard: the constant can already exist
# while the list entry is still missing (or vice versa) on a re-run.
missing_entries = [n for n in CONSTANTS if f'{{"id": {n},' not in agent]
if not missing_entries:
    print("OK: _available_models entries already present (idempotent)")
else:
    new_entries = "".join(
        '        {{"id": {name}, "label": "{label}", "recommended": True}},\n'.format(
            name=name, label=LABELS[name]
        )
        for name in missing_entries
    )
    list_anchor = (
        '        {"id": LIQUID_LFM_2_5_2_6B_FREE_MODEL_ID, '
        '"label": "Liquid LFM 2.5 2.6B:free", "recommended": True},\n'
    )
    if list_anchor not in agent:
        list_anchor = (
            '        {"id": LING_3_0_FLASH_FREE_MODEL_ID, '
            '"label": "inclusionai/ling-3.0-flash:free", "recommended": True},\n'
        )
    if list_anchor not in agent:
        print("FAIL: could not find _available_models anchor in agent.py")
        failures.append("agent list anchor")
    else:
        agent = agent.replace(list_anchor, list_anchor + new_entries, 1)
        print(f"OK: added {len(missing_entries)} models to _available_models")

# ---------- 3. verify: exactly one definition per constant / list entry ----------
for name in CONSTANTS:
    if ids.count(f"{name} = ") != 1:
        failures.append(f"duplicate/missing constant {name}")
    if agent.count(f'{{"id": {name},') != 1:
        failures.append(f"duplicate/missing list entry {name}")
    if agent.count(f"    {name},\n") != 1:
        failures.append(f"duplicate/missing import {name}")

if failures:
    for msg in failures:
        print(f"FAIL: {msg}")
    sys.exit(1)

ast.parse(agent)
with open(AGENT_FILE, "w") as f:
    f.write(agent)
print("OK: agent.py written & syntax valid")
print("OK: exactly one constant + import + list entry per new model")
print("DONE: 4 new models registered (backend)")