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office_translator/services/providers/minimax_provider.py
sepehr 526c87348f
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feat(translation): quality pipeline overhaul + new features (audit 2026-08-29)
Translation quality & format preservation:
- Word: merge adjacent same-format runs into one unit (sentence-level
  coherence like inline-tag handling); translate comments/balloons;
  dedupe textbox collection (was translated twice); RTL no longer
  overrides center/justify alignment; CJK/Arabic font hints (eastAsia/cs)
- PPTX: chart translations now actually reach the output file
  (ChartPart.blob is read-only — rewrite chart XML in the saved ZIP);
  CJK typeface hints (a:ea)
- Excel: sheet renames no longer break references — rewrite cell
  formulas (3D/quoted), defined names, data validations, cond. formats
- PDF: bold/italic honored (hebo/heit/hebi); table cells never merge;
  unchanged blocks left untouched (typography preserved, fixes duplicate
  hyperlinks); attempted/changed stats + route gate now cover PDF;
  CJK font paths; scanned PDFs via Mistral OCR (detection + admin settings)

Features:
- formality param (formal/informal) + automatic regional-variant prompts
- output_mode=bilingual docx (source above translation)
- per-user translation memory on Redis (falls back to LRU), context-hashed
- QA report + 0-100 confidence score in job status; L0 on by default
- OpenAI-compatible providers: whole chunk in ONE numbered-JSON request
  (~15x fewer calls) with per-item fallback; base prompt always present
  (custom prompt no longer replaces translation instructions)

Infra & marketing alignment:
- plan-based engine gating + vision gating (closes paid-engine leak);
  /providers/available filtered per plan; 107 languages exposed
- zh-CN/zh-TW validation fixed; libmagic disabled on Windows (native crash)
- admin: Mistral OCR settings + engine status dashboard; httpx<0.28 pin
  (TestClient breakage); Prometheus test fixture fixed
- marketing docs aligned with code (PDF+OCR, retention, engines, pricing)
- security: .env.ionos/.env.production/provider_settings.json removed

Tests: 1173 passed / 0 failed (6 network tests deselected: free Google
endpoint temporarily blocked from this machine)
2026-08-29 18:38:09 +02:00

269 lines
11 KiB
Python

"""
Minimax Provider - Cloud LLM translation via the Minimax public API.
Minimax exposes an OpenAI-compatible Chat Completions API at
``https://api.minimax.io/v1/chat/completions`` (default model ``MiniMax-M3``).
Note: ``api.minimax.chat`` is NOT a reachable public host.
"""
import threading
import time
from datetime import datetime, timezone
from typing import Any, Dict, List, Optional
import requests
from requests.exceptions import Timeout, ConnectionError as RequestsConnectionError
from core.logging import get_logger
from .base import TranslationProvider
from .schemas import ProviderHealthStatus, TranslationRequest, TranslationResponse
logger = get_logger(__name__)
MINIMAX_RATE_LIMITED = "MINIMAX_RATE_LIMITED"
MINIMAX_INVALID_KEY = "MINIMAX_INVALID_KEY"
MINIMAX_TIMEOUT = "MINIMAX_TIMEOUT"
MINIMAX_SERVICE_ERROR = "MINIMAX_SERVICE_ERROR"
_RETRYABLE_ERRORS = {MINIMAX_RATE_LIMITED, MINIMAX_TIMEOUT, MINIMAX_SERVICE_ERROR}
DEFAULT_TRANSLATION_PROMPT = """You are a professional translator. Translate the following text from {source_lang} to {target_lang}.
Rules:
- Translate ONLY the text, do not add explanations or notes
- Preserve the original formatting, line breaks, and structure
- Maintain the original tone and style
- Translate technical terms, jargon, and labels using the standard target-language equivalent
- Chart elements (titles, axis labels, legend entries, category labels, series names) MUST always be translated, even when they look like a title or a proper noun
- Translate month and weekday abbreviations (Jan → janvier, Mon → lundi) to the target language
- Keep ONLY real proper nouns unchanged: people's names, place names, company names (Google, Microsoft), and product names (GitHub, HuggingFace)
- Do not invent content; if a term is an acronym with no translation (API, URL, HTTP, JSON), keep it as-is"""
def _get_language_name(code: str) -> str:
"""Convert language code to full name (all supported languages)."""
from core.languages import language_name
return language_name(code)
class MinimaxProviderError(Exception):
def __init__(self, code: str, message: str, details: Optional[Dict[str, Any]] = None):
self.code = code
self.message = message
self.details = details or {}
super().__init__(message)
class MinimaxTranslationProvider(TranslationProvider):
"""
Minimax translation provider using OpenAI-compatible API.
Default model: MiniMax-M3 (latest public OpenAI-compatible model).
The public endpoint is https://api.minimax.io/v1 (NOT api.minimax.chat,
which is not a reachable host on the public API).
"""
def __init__(
self,
api_key: str,
model: str = "MiniMax-M3",
timeout: int = 60,
max_retries: int = 3,
retry_delay: float = 1.0,
base_url: str = "https://api.minimax.io/v1",
group_id: str = "",
):
if not api_key or not api_key.strip():
raise ValueError("Minimax API key cannot be empty")
self._api_key = api_key
self._model = model
self._base_url = base_url.rstrip("/")
self._group_id = group_id
self._provider_name = "minimax"
self._timeout = timeout
self._max_retries = max_retries
self._retry_delay = retry_delay
self._health_cache: Dict[str, Any] = {}
self._health_cache_ttl = 60
self._health_cache_lock = threading.Lock()
def _make_api_request(self, text: str, system_prompt: str) -> tuple:
if not text or not text.strip():
return text, {}
url = f"{self._base_url}/chat/completions"
headers = {
"Authorization": f"Bearer {self._api_key}",
"Content-Type": "application/json",
}
payload = {
"model": self._model,
"messages": [
{"role": "system", "content": system_prompt},
{"role": "user", "content": text},
],
"temperature": 0.3,
"max_tokens": 4096,
}
try:
response = requests.post(url, headers=headers, json=payload, timeout=self._timeout)
if response.status_code == 401:
raise MinimaxProviderError(MINIMAX_INVALID_KEY, "Cle API Minimax invalide.")
if response.status_code == 429:
raise MinimaxProviderError(MINIMAX_RATE_LIMITED, "Limite de requetes Minimax atteinte.")
if response.status_code >= 500:
raise MinimaxProviderError(MINIMAX_SERVICE_ERROR, "Service Minimax temporairement indisponible.")
if response.status_code != 200:
raise MinimaxProviderError(MINIMAX_SERVICE_ERROR, f"Erreur Minimax: {response.text[:200]}")
data = response.json()
choices = data.get("choices", [])
if not choices:
raise MinimaxProviderError(MINIMAX_SERVICE_ERROR, "Reponse Minimax vide")
content = choices[0].get("message", {}).get("content", "")
if not content:
raise MinimaxProviderError(MINIMAX_SERVICE_ERROR, "Reponse Minimax vide")
return content.strip(), data.get("usage", {})
except Timeout:
raise MinimaxProviderError(MINIMAX_TIMEOUT, "Delai d'attente Minimax depasse.")
except RequestsConnectionError:
raise MinimaxProviderError(MINIMAX_SERVICE_ERROR, "Service Minimax indisponible.")
except MinimaxProviderError:
raise
except Exception as e:
raise MinimaxProviderError(MINIMAX_SERVICE_ERROR, f"Erreur Minimax: {str(e)[:100]}")
def get_name(self) -> str:
return self._provider_name
def _probe_available(self) -> tuple[bool, int]:
"""Probe the Minimax API. Returns (available, status_code).
Minimax does not document a public ``GET /models`` endpoint, so a 404/405
on that path does NOT mean the provider is down — it only means the path
is absent. We treat any non-401 response as "available": the host is
reachable and the API key was not rejected. Only 401 (and network
errors) mark the provider unavailable.
"""
try:
headers = {"Authorization": f"Bearer {self._api_key}"}
response = requests.get(f"{self._base_url}/models", headers=headers, timeout=5)
return response.status_code != 401, response.status_code
except Exception:
return False, 0
def is_available(self) -> bool:
return self._probe_available()[0]
def translate_text(self, request: TranslationRequest) -> TranslationResponse:
text = request.text
target_language = request.target_language
source_language = request.source_language or "auto"
if not text or not text.strip():
return TranslationResponse(translated_text=text, provider_name=self._provider_name, from_cache=False)
source_lang_name = _get_language_name(source_language)
target_lang_name = _get_language_name(target_language)
custom_prompt = request.metadata.get("custom_prompt") if request.metadata else None
_base_prompt = DEFAULT_TRANSLATION_PROMPT.format(
source_lang=source_lang_name, target_lang=target_lang_name
)
# Base translation instructions always present; the custom prompt
# (glossary/tone/context) is appended, never a replacement.
if custom_prompt and custom_prompt.strip():
system_prompt = (
_base_prompt
+ "\n\nADDITIONAL CONTEXT AND INSTRUCTIONS:\n"
+ custom_prompt.strip()
)
else:
system_prompt = _base_prompt
last_error = None
for attempt in range(self._max_retries + 1):
try:
start_time = time.time()
result, usage = self._make_api_request(text, system_prompt)
latency = time.time() - start_time
logger.info("minimax_translation_success",
chars=len(text), source_lang=source_language, target_lang=target_language,
model=self._model, latency_ms=round(latency * 1000, 2), retries=attempt)
return TranslationResponse(
translated_text=result, provider_name=self._provider_name,
from_cache=False, source_language=source_language)
except MinimaxProviderError as e:
last_error = e
if e.code not in _RETRYABLE_ERRORS or attempt >= self._max_retries:
break
delay = self._retry_delay * (2 ** attempt)
time.sleep(delay)
return TranslationResponse(
translated_text=text, provider_name=self._provider_name, from_cache=False,
error=last_error.message if last_error else "Unknown error",
error_code=last_error.code if last_error else MINIMAX_SERVICE_ERROR)
def translate_batch(self, requests: List[TranslationRequest]) -> List[TranslationResponse]:
return [self.translate_text(req) for req in requests]
def health_check(self) -> ProviderHealthStatus:
start_time = time.time()
available, status_code = self._probe_available()
latency_ms = (time.time() - start_time) * 1000
if available:
return ProviderHealthStatus(
name=self._provider_name, available=True,
latency_ms=round(latency_ms, 2), last_check=datetime.now(timezone.utc).isoformat(),
model=self._model)
return ProviderHealthStatus(
name=self._provider_name, available=False,
latency_ms=round(latency_ms, 2),
error=f"probe failed (status={status_code})"[:100],
last_check=datetime.now(timezone.utc).isoformat(),
model=self._model)
_provider_instance: Optional[MinimaxTranslationProvider] = None
_provider_lock = threading.Lock()
def get_minimax_provider() -> MinimaxTranslationProvider:
global _provider_instance
if _provider_instance is None:
with _provider_lock:
if _provider_instance is None:
from .config import ProvidersConfig
_provider_instance = MinimaxTranslationProvider(
api_key=ProvidersConfig.MINIMAX_API_KEY,
model=ProvidersConfig.MINIMAX_MODEL,
timeout=ProvidersConfig.MINIMAX_TIMEOUT,
max_retries=ProvidersConfig.MINIMAX_MAX_RETRIES,
retry_delay=ProvidersConfig.MINIMAX_RETRY_DELAY,
base_url=ProvidersConfig.MINIMAX_BASE_URL,
group_id=ProvidersConfig.MINIMAX_GROUP_ID,
)
return _provider_instance
def register_minimax_provider():
from .registry import registry
provider = get_minimax_provider()
registry.register("minimax", provider)
return provider
def reset_minimax_provider():
global _provider_instance
with _provider_lock:
_provider_instance = None