11 TDD-style tasks: i18n service, translation helper, model + migration, ai_log_job translation fan-out, per-user surfaces (analyse, digest), localized /log endpoint, PATCH /api/settings/language, dropdown UI, and final regression + manual smoke. Per-user surfaces append "Respond in Italian." to the system prompt (one extra line, no extra LLM call). The strategic log is generated in English, then fanned out to translate() per active non-en language in parallel via asyncio.gather. The /log endpoint serves the matching translation row when present, English fallback otherwise. Translation uses the default call_llm provider chain — no separate cheap-model carve-out needed at DeepSeek's $0.28/M output pricing. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
56 KiB
Localization (Italian active, ES/FR/DE WIP) — Implementation Plan
For agentic workers: REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (
- [ ]) syntax for tracking.
Goal: Make every AI-generated user-facing surface render in Italian when the user picks Italiano in settings; lay the wiring so adding ES/FR/DE later is a one-line constant change.
Architecture: Per-user surfaces (portfolio_analysis, email_digest_job, follow-up chat if present) thread the user's lang into the LLM prompt via a respond_in_clause() helper — one extra line on the system prompt, no extra call. The hourly ai_log_job writes the English StrategicLog row as today, then fans out parallel translate() calls (asyncio.gather) — one per active non-en language with at least one user — and persists each result in a new strategic_log_translations table. The /log endpoint serves the matching translation when present and falls back to English otherwise.
Tech Stack: FastAPI · SQLAlchemy 2.0 async · Alembic · MariaDB (prod) / aiosqlite (tests) · existing openrouter.call_llm (DeepSeek-4-flash primary, OpenRouter fallback) · Jinja2 templates
Spec: docs/superpowers/specs/2026-05-27-localization-italian-design.md
File Structure
Create:
app/services/i18n.py—LANGUAGES,ACTIVE_LANGUAGES,respond_in_clause()app/services/translation.py—translate(client, text, target_lang)wrappingcall_llmalembic/versions/0022_localization.py— addsusers.lang, createsstrategic_log_translationstests/test_i18n.py— unit tests for the two new servicestests/test_localization_integration.py— wiring/fan-out + route-level integration
Modify:
app/models.py— addUser.lang, newStrategicLogTranslationmodelapp/jobs/ai_log_job.py— translation fan-out after English row is committedapp/services/portfolio_analysis.py— accept + threadlangfieldapp/routers/universe.py— passcu.user.lang(or"en"for admin) intoparse_requestapp/jobs/email_digest_job.py— threaduser.langinto the per-user promptapp/routers/api.py— addPATCH /api/settings/languageendpointapp/routers/pages.py—log_page/log_page_dayserve translated content when availableapp/templates/settings.html— language dropdown + small JS handler
Reuse without modification:
app/services/openrouter.call_llm,LogResultapp/auth.require_auth/require_token/CurrentUserapp/db.Base,utcnow,get_session- Test session-factory pattern from
tests/test_referral_conversion.py::_build_session_factory
Test Conventions
All tests runnable in the project-isolated container:
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_i18n.py tests/test_localization_integration.py -v
DB-touching tests use the per-test _build_session_factory(tmp_path) pattern from tests/test_referral_conversion.py. LLM calls mocked via monkeypatch.setattr(<module>, "call_llm", AsyncMock(...)). Real Yahoo/network calls forbidden.
Task 1: i18n service — LANGUAGES, ACTIVE_LANGUAGES, respond_in_clause
Files:
-
Create:
app/services/i18n.py -
Test:
tests/test_i18n.py -
Step 1: Write failing tests
Create tests/test_i18n.py:
"""Unit tests for app.services.i18n."""
from __future__ import annotations
import pytest
def test_languages_contains_all_four_plus_english():
from app.services.i18n import LANGUAGES
assert set(LANGUAGES.keys()) == {"en", "it", "es", "fr", "de"}
assert LANGUAGES["en"] == "English"
assert LANGUAGES["it"] == "Italian"
assert LANGUAGES["es"] == "Spanish"
assert LANGUAGES["fr"] == "French"
assert LANGUAGES["de"] == "German"
def test_active_languages_is_en_and_it_only():
from app.services.i18n import ACTIVE_LANGUAGES
assert ACTIVE_LANGUAGES == {"en", "it"}
def test_respond_in_clause_empty_for_english():
from app.services.i18n import respond_in_clause
assert respond_in_clause("en") == ""
def test_respond_in_clause_empty_for_none_or_empty():
from app.services.i18n import respond_in_clause
assert respond_in_clause("") == ""
assert respond_in_clause(None) == ""
def test_respond_in_clause_italian():
from app.services.i18n import respond_in_clause
result = respond_in_clause("it")
assert "Italian" in result
assert result.startswith("\n\n")
def test_respond_in_clause_unknown_lang_falls_back_to_english():
"""Defensive: a raw POST or stale lang code should not crash the
prompt assembly. Unknown codes map to no-suffix (English default)."""
from app.services.i18n import respond_in_clause
assert respond_in_clause("xx") == ""
- Step 2: Run tests to verify they fail
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_i18n.py -v
Expected: 6 FAIL with ImportError.
- Step 3: Implement
app/services/i18n.py
"""Language registry + prompt helpers for localized AI output.
Two surfaces consume this module:
- Per-user LLM call sites (portfolio analysis, digest, chat) call
``respond_in_clause(user.lang)`` and append the result to their
system prompt.
- The settings dropdown + its PATCH endpoint consult ``ACTIVE_LANGUAGES``
to decide which options are selectable.
Adding Spanish/French/German support later is a one-line constant
change: extend ``ACTIVE_LANGUAGES`` to include the new code. No other
code change is required — the rest of the system already treats them
as first-class via ``LANGUAGES``.
"""
from __future__ import annotations
# Display labels for every language the system knows about. ES/FR/DE
# are kept here so labels still render in the dropdown (as disabled
# options) without requiring code changes to enable them later.
LANGUAGES: dict[str, str] = {
"en": "English",
"it": "Italian",
"es": "Spanish",
"fr": "French",
"de": "German",
}
# Languages users can actually select. Settings POST validates against
# this; the strategic-log translation fan-out only considers these.
ACTIVE_LANGUAGES: set[str] = {"en", "it"}
def respond_in_clause(lang: str | None) -> str:
"""Suffix appended to per-user LLM system prompts.
Returns an empty string for ``en`` (no nudge needed), an unknown
code, or ``None``/empty input — those callers want the default
English path. Otherwise returns ``"\\n\\nRespond in <Language>."``
keyed off ``LANGUAGES``.
"""
if not lang or lang == "en" or lang not in LANGUAGES:
return ""
return f"\n\nRespond in {LANGUAGES[lang]}."
- Step 4: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_i18n.py -v
Expected: 6 PASS.
- Step 5: Commit
git add app/services/i18n.py tests/test_i18n.py
git commit -m "i18n: add LANGUAGES, ACTIVE_LANGUAGES, respond_in_clause helper"
Context
- Working directory:
/home/gg/mydocker_images/products/read.markets. Branchmain. Commit directly. - Test runner: ONLY
docker compose -f docker-compose.test.yml .... NEVER plaindocker compose ...against the prod stack. - If
git commitis blocked by the auto-mode classifier, leave the tree dirty and report — the controller will commit.
Task 2: translation service
Files:
-
Create:
app/services/translation.py -
Test:
tests/test_i18n.py(append) -
Step 1: Write failing tests
Append to tests/test_i18n.py:
@pytest.mark.asyncio
async def test_translate_happy_path(monkeypatch):
from unittest.mock import AsyncMock, MagicMock
from app.services import translation as mod
from app.services.openrouter import LogResult
monkeypatch.setattr(mod, "call_llm", AsyncMock(return_value=LogResult(
content="# Apertura\n\nIl mercato è in calo dello 0,4%.",
model="deepseek/deepseek-v4-flash",
prompt_tokens=300, completion_tokens=80, cost_usd=0.00002,
)))
client = MagicMock()
translated, llm_log = await mod.translate(
client, "# Open\n\nThe market is down 0.4%.", "it",
)
assert "Apertura" in translated
assert llm_log.model == "deepseek/deepseek-v4-flash"
assert llm_log.cost_usd == pytest.approx(0.00002)
@pytest.mark.asyncio
async def test_translate_strips_code_fences(monkeypatch):
"""If the LLM wraps the output in ```markdown ... ```, strip it."""
from unittest.mock import AsyncMock, MagicMock
from app.services import translation as mod
from app.services.openrouter import LogResult
fenced = "```markdown\n# Titolo\n\nCorpo.\n```"
monkeypatch.setattr(mod, "call_llm", AsyncMock(return_value=LogResult(
content=fenced, model="m", prompt_tokens=10, completion_tokens=20, cost_usd=0.0,
)))
client = MagicMock()
translated, _ = await mod.translate(client, "# Title\n\nBody.", "it")
assert "```" not in translated
assert translated.startswith("# Titolo")
@pytest.mark.asyncio
async def test_translate_provider_failure_propagates(monkeypatch):
from unittest.mock import AsyncMock, MagicMock
from app.services import translation as mod
monkeypatch.setattr(mod, "call_llm", AsyncMock(side_effect=RuntimeError("upstream down")))
client = MagicMock()
with pytest.raises(RuntimeError, match="upstream down"):
await mod.translate(client, "# Title\n\nBody.", "it")
@pytest.mark.asyncio
async def test_translate_unknown_lang_returns_source_unchanged(monkeypatch):
"""Defensive: an unknown lang code (or 'en') short-circuits without
calling the LLM. Callers shouldn't have to gate the call themselves."""
from unittest.mock import AsyncMock, MagicMock
from app.services import translation as mod
from app.services.openrouter import LogResult
call_mock = AsyncMock(return_value=LogResult(
content="should not be returned",
model="m", prompt_tokens=0, completion_tokens=0, cost_usd=0.0,
))
monkeypatch.setattr(mod, "call_llm", call_mock)
client = MagicMock()
out, _ = await mod.translate(client, "Hello world.", "en")
assert out == "Hello world."
call_mock.assert_not_awaited()
- Step 2: Run tests to verify they fail
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_i18n.py -k translate -v
Expected: 4 FAIL with ImportError.
- Step 3: Implement
app/services/translation.py
"""Markdown translation via the existing LLM provider chain.
DeepSeek-4-flash at ~$0.28/M output tokens is cheap enough that we
don't bother with a separate translation-only model. ``call_llm``'s
provider chain (DeepSeek primary, OpenRouter fallback) handles this
path identically to any other LLM call.
The translator is content-aware in one important way: it instructs the
model to preserve markdown structure, ticker symbols, numbers, dates,
and percentages verbatim. This keeps generated artefacts (tables of
quotes, embedded percentages, dated references) intact across the
translation boundary.
"""
from __future__ import annotations
import httpx
from app.services.i18n import LANGUAGES
from app.services.openrouter import LogResult, call_llm
_SYSTEM_PROMPT_TMPL = """\
You are an expert translator working on financial-markets commentary.
Translate the following markdown text to {language}.
Strict rules:
- Preserve ALL markdown formatting (headings, lists, emphasis, links,
tables, code spans).
- Do NOT translate ticker symbols (AAPL, MSFT, VOD.L, ASML.AS, etc.),
company legal names, percentages, dates, ISO currency codes, or any
numbers.
- Do NOT add commentary, preambles, or apologies. Output ONLY the
translated markdown.
"""
async def translate(
client: httpx.AsyncClient,
text: str,
target_lang: str,
) -> tuple[str, LogResult]:
"""Translate markdown ``text`` to ``target_lang``.
Returns ``(translated_markdown, LogResult)``. Caller persists the
cost/model provenance from LogResult next to the cached row.
Short-circuits without calling the LLM when ``target_lang`` is
``'en'``, unknown, or empty — returns the source unchanged with a
zero-cost stub LogResult. This lets fan-out callers iterate over
all languages without per-call gating.
Raises on provider failure (HTTP error, all chain providers down).
Callers in fan-out paths should catch and log per-language.
"""
if not target_lang or target_lang == "en" or target_lang not in LANGUAGES:
# No-op fast path. Returning a fake LogResult keeps the call
# signature stable for callers who unpack the tuple.
return text, LogResult(
content=text, model="noop",
prompt_tokens=0, completion_tokens=0, cost_usd=0.0,
)
system_prompt = _SYSTEM_PROMPT_TMPL.format(language=LANGUAGES[target_lang])
messages = [
{"role": "system", "content": system_prompt},
{"role": "user", "content": text},
]
result = await call_llm(client, messages)
content = (result.content or "").strip()
# Strip code fences if the model wrapped its output despite the system rule.
if content.startswith("```"):
# Drop the opening fence (with optional language tag).
first_nl = content.find("\n")
if first_nl != -1:
content = content[first_nl + 1:]
# Drop the closing fence.
if content.rstrip().endswith("```"):
content = content.rstrip()[:-3].rstrip()
content = content.strip()
return content, result
- Step 4: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_i18n.py -v
Expected: 10 tests pass total (6 from Task 1 + 4 new).
- Step 5: Commit
git add app/services/translation.py tests/test_i18n.py
git commit -m "i18n: add translate() helper backed by call_llm"
Task 3: User.lang column + StrategicLogTranslation model
Files:
-
Modify:
app/models.py -
Test:
tests/test_localization_integration.py -
Step 1: Write failing tests
Create tests/test_localization_integration.py:
"""Integration tests: model surface, ai_log_job translation fan-out,
route-level localized fetch, settings PATCH validation."""
from __future__ import annotations
import pytest
def _build_session_factory(tmp_path):
"""Per-test sqlite engine + factory. Mirrors test_referral_conversion.py."""
from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine
from app import db as db_mod
from app.db import Base
import app.models # noqa: F401 — registers models on Base.metadata
engine = create_async_engine(f"sqlite+aiosqlite:///{tmp_path}/loc.db")
factory = async_sessionmaker(engine, expire_on_commit=False)
db_mod._engine = engine
db_mod._session_factory = factory
async def _setup():
async with engine.begin() as conn:
await conn.run_sync(Base.metadata.create_all)
return engine, factory, _setup
def test_user_has_lang_column_with_default_en():
from sqlalchemy import inspect
from app.models import User
cols = {c.name: c for c in inspect(User).columns}
assert "lang" in cols
assert cols["lang"].nullable is False
# SQLAlchemy default may be a callable or a literal — check both.
default = cols["lang"].default
assert default is not None
if hasattr(default, "arg"):
assert default.arg == "en"
def test_strategic_log_translation_model_columns():
from sqlalchemy import inspect
from app.models import StrategicLogTranslation
cols = {c.name: c for c in inspect(StrategicLogTranslation).columns}
assert "log_id" in cols
assert "lang" in cols
assert "content_md" in cols
assert "generated_at" in cols
assert "llm_model" in cols
assert "llm_cost_usd" in cols
assert cols["log_id"].nullable is False
assert cols["lang"].nullable is False
assert cols["content_md"].nullable is False
- Step 2: Run tests to verify they fail
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -v
Expected: 2 FAIL — first on User.lang missing, second on StrategicLogTranslation import error.
- Step 3: Add
User.langcolumn
In app/models.py, find the User class. Find a sensible place near other user-preference columns (next to tone or digest_tone) and add:
# Preferred language for AI-generated content (strategic log,
# digest emails, portfolio commentary). Default 'en'. The settings
# PATCH endpoint validates against ACTIVE_LANGUAGES in
# app/services/i18n.py before writing.
lang: Mapped[str] = mapped_column(
String(8), nullable=False, default="en", server_default="en",
)
- Step 4: Add
StrategicLogTranslationmodel
In app/models.py, append after the existing StrategicLog class (around line 108-122):
class StrategicLogTranslation(Base):
"""Cached translation of a single StrategicLog row.
Populated by ai_log_job after the English row is committed: one
row per (log_id, lang) combination. The /log endpoint serves the
matching row when available and falls back to the English source
when no row exists yet (e.g. translation failed or the language
was added after the log was generated).
No user attribution — the cache is shared. Setting `lang` on a
user just selects which (already-translated) variant they see.
"""
__tablename__ = "strategic_log_translations"
id: Mapped[int] = mapped_column(_PK, primary_key=True, autoincrement=True)
log_id: Mapped[int] = mapped_column(
_PK, ForeignKey("strategic_logs.id", ondelete="CASCADE"), nullable=False,
)
lang: Mapped[str] = mapped_column(String(8), nullable=False)
content_md: Mapped[str] = mapped_column(Text, nullable=False)
generated_at: Mapped[datetime] = mapped_column(
DateTime(timezone=True), nullable=False, default=utcnow,
)
llm_model: Mapped[str | None] = mapped_column(String(64))
llm_cost_usd: Mapped[float | None] = mapped_column(Float)
__table_args__ = (
UniqueConstraint("log_id", "lang", name="uq_slt_log_lang"),
)
- Step 5: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -v
Expected: 2 PASS.
- Step 6: Commit
git add app/models.py tests/test_localization_integration.py
git commit -m "models: add User.lang + StrategicLogTranslation"
Context for this task
- The existing
Userclass already importsString,mapped_column,Mapped. No new imports needed forUser.lang. - For
StrategicLogTranslation,_PK,String,Text,DateTime,Float,ForeignKey,UniqueConstraint,Mapped,mapped_column,Base,utcnow,datetimeare all already imported at the top ofapp/models.py— no new imports needed.
Task 4: Alembic migration 0022
Files:
-
Create:
alembic/versions/0022_localization.py -
Step 1: Write the migration
"""localization: users.lang + strategic_log_translations.
Revision ID: 0022
Revises: 0021
Create Date: 2026-05-27
"""
from typing import Sequence, Union
import sqlalchemy as sa
from alembic import op
revision: str = "0022"
down_revision: Union[str, None] = "0021"
branch_labels: Union[str, Sequence[str], None] = None
depends_on: Union[str, Sequence[str], None] = None
def upgrade() -> None:
op.add_column(
"users",
sa.Column(
"lang", sa.String(length=8), nullable=False,
server_default="en",
),
)
op.create_table(
"strategic_log_translations",
sa.Column("id", sa.BigInteger(), primary_key=True, autoincrement=True),
sa.Column("log_id", sa.BigInteger(), nullable=False),
sa.Column("lang", sa.String(length=8), nullable=False),
sa.Column("content_md", sa.Text(), nullable=False),
sa.Column("generated_at", sa.DateTime(timezone=True), nullable=False),
sa.Column("llm_model", sa.String(length=64), nullable=True),
sa.Column("llm_cost_usd", sa.Float(), nullable=True),
sa.ForeignKeyConstraint(
["log_id"], ["strategic_logs.id"],
ondelete="CASCADE", name="fk_slt_log",
),
sa.UniqueConstraint("log_id", "lang", name="uq_slt_log_lang"),
)
def downgrade() -> None:
op.drop_table("strategic_log_translations")
op.drop_column("users", "lang")
- Step 2: Verify migration chain integrity
docker compose -f docker-compose.test.yml run --rm test python -c "
from alembic.config import Config
from alembic.script import ScriptDirectory
sd = ScriptDirectory.from_config(Config('alembic.ini'))
heads = sd.get_heads()
assert heads == ('0022',), heads
rev = sd.get_revision('0022')
assert rev.down_revision == '0021'
print('OK')
"
Expected: prints OK.
- Step 3: Commit
git add alembic/versions/0022_localization.py
git commit -m "alembic: add 0022 localization (users.lang + strategic_log_translations)"
Context
- Previous migration is
0021_csv_format_template.py. The new file follows the same hand-rolled style. - Codebase convention for integer server_defaults is
sa.text("0")— but here we have no integer defaults to set. String default"en"uses the bare string per existing migrations (e.g.0011_drop_portfolio_tables.pyusesserver_default="GBP").
Task 5: ai_log_job translation fan-out
Files:
-
Modify:
app/jobs/ai_log_job.py -
Test:
tests/test_localization_integration.py(append) -
Step 1: Inspect the existing log-writing path
grep -n "def \|StrategicLog\|session.commit\|session.add" app/jobs/ai_log_job.py | head -20
Locate the function and the line where the new StrategicLog row is committed. The fan-out runs after that commit.
- Step 2: Write failing tests
Append to tests/test_localization_integration.py:
@pytest.mark.asyncio
async def test_log_translation_fanout_no_active_non_en_users(tmp_path, monkeypatch):
"""When no users have an active non-en lang, the fan-out makes no
translation calls and no rows are inserted."""
from unittest.mock import AsyncMock
from sqlalchemy import select
from app.db import utcnow
from app.models import StrategicLog, StrategicLogTranslation, User
from app.jobs import ai_log_job
_, factory, setup = _build_session_factory(tmp_path)
await setup()
fake_translate = AsyncMock()
monkeypatch.setattr(ai_log_job, "translate", fake_translate)
# Seed an English user (no non-en users).
async with factory() as session:
session.add(User(id=1, email="en@x", tier="paid", lang="en"))
slog = StrategicLog(
generated_at=utcnow(), content_md="# Open\n\nDown 0.4%.",
tone="INTERMEDIATE", analysis="NORMAL",
)
session.add(slog)
await session.commit()
log_id = slog.id
async with factory() as session:
await ai_log_job.translate_log_for_active_languages(session, log_id)
fake_translate.assert_not_awaited()
async with factory() as session:
rows = (await session.execute(select(StrategicLogTranslation))).scalars().all()
assert rows == []
@pytest.mark.asyncio
async def test_log_translation_fanout_italian_user(tmp_path, monkeypatch):
"""One user at lang=it triggers one translation; the row lands with
the right lang and log_id."""
from unittest.mock import AsyncMock
from sqlalchemy import select
from app.db import utcnow
from app.models import StrategicLog, StrategicLogTranslation, User
from app.services.openrouter import LogResult
from app.jobs import ai_log_job
_, factory, setup = _build_session_factory(tmp_path)
await setup()
async def _fake_translate(client, text, target_lang):
assert target_lang == "it"
return "# Apertura\n\nIn calo 0,4%.", LogResult(
content="# Apertura\n\nIn calo 0,4%.",
model="deepseek/deepseek-v4-flash",
prompt_tokens=300, completion_tokens=80, cost_usd=0.00002,
)
monkeypatch.setattr(ai_log_job, "translate", _fake_translate)
async with factory() as session:
session.add(User(id=2, email="it@x", tier="paid", lang="it"))
slog = StrategicLog(
generated_at=utcnow(), content_md="# Open\n\nDown 0.4%.",
tone="INTERMEDIATE", analysis="NORMAL",
)
session.add(slog)
await session.commit()
log_id = slog.id
async with factory() as session:
await ai_log_job.translate_log_for_active_languages(session, log_id)
async with factory() as session:
rows = (await session.execute(select(StrategicLogTranslation))).scalars().all()
assert len(rows) == 1
row = rows[0]
assert row.log_id == log_id
assert row.lang == "it"
assert row.content_md.startswith("# Apertura")
assert row.llm_model == "deepseek/deepseek-v4-flash"
assert row.llm_cost_usd == pytest.approx(0.00002)
@pytest.mark.asyncio
async def test_log_translation_fanout_per_language_failure_isolated(tmp_path, monkeypatch):
"""If one language's translation fails, the others (if any) still land
and the job does not raise."""
from unittest.mock import AsyncMock
from sqlalchemy import select
from app.db import utcnow
from app.models import StrategicLog, StrategicLogTranslation, User
from app.jobs import ai_log_job
_, factory, setup = _build_session_factory(tmp_path)
await setup()
async def _fake_translate(client, text, target_lang):
raise RuntimeError("upstream down")
monkeypatch.setattr(ai_log_job, "translate", _fake_translate)
async with factory() as session:
session.add(User(id=3, email="it@x", tier="paid", lang="it"))
slog = StrategicLog(
generated_at=utcnow(), content_md="# Open",
tone="INTERMEDIATE", analysis="NORMAL",
)
session.add(slog)
await session.commit()
log_id = slog.id
# Must NOT raise.
async with factory() as session:
await ai_log_job.translate_log_for_active_languages(session, log_id)
async with factory() as session:
rows = (await session.execute(select(StrategicLogTranslation))).scalars().all()
assert rows == []
- Step 3: Run tests to verify they fail
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -k log_translation_fanout -v
Expected: 3 FAIL with AttributeError: module 'app.jobs.ai_log_job' has no attribute 'translate_log_for_active_languages'.
- Step 4: Add the fan-out function
In app/jobs/ai_log_job.py, add (at module scope, alongside other helpers; use existing imports + add what's missing — httpx, asyncio, select, the i18n + translation modules, and the model imports):
import asyncio
import httpx
from sqlalchemy import select
from app.db import utcnow
from app.models import User, StrategicLogTranslation
from app.services.i18n import ACTIVE_LANGUAGES
from app.services.translation import translate
(Add only the lines not already present.)
Then add the function:
async def translate_log_for_active_languages(session, log_id: int) -> None:
"""Fan out per-language translations for the strategic log identified
by ``log_id``.
Reads ``users.lang`` (deduplicated, restricted to ACTIVE_LANGUAGES
minus English), one translation call per language in parallel via
``asyncio.gather``, persists each successful result as a
``StrategicLogTranslation`` row. Per-language failures are logged
but never raise — the strategic log itself is already committed at
this point and translation is a best-effort enhancement.
The job orchestrator calls this AFTER the English ``StrategicLog``
row is committed; pass the row's ``id`` in.
"""
from app.models import StrategicLog # local import: avoid widening top-level imports
target_langs = sorted({l for l in ACTIVE_LANGUAGES if l != "en"})
if not target_langs:
return
active_langs = (await session.execute(
select(User.lang).distinct().where(User.lang.in_(target_langs))
)).scalars().all()
if not active_langs:
return
log_row = await session.get(StrategicLog, log_id)
if log_row is None:
log.warning("log.translate.missing_log", log_id=log_id)
return
async with httpx.AsyncClient(follow_redirects=True, timeout=60) as client:
results = await asyncio.gather(*[
translate(client, log_row.content_md, lang)
for lang in active_langs
], return_exceptions=True)
for lang, result in zip(active_langs, results):
if isinstance(result, Exception):
log.warning("log.translate.failed", lang=lang, log_id=log_id,
error=str(result)[:200])
continue
translated_md, llm_log = result
session.add(StrategicLogTranslation(
log_id=log_id, lang=lang,
content_md=translated_md,
generated_at=utcnow(),
llm_model=llm_log.model,
llm_cost_usd=llm_log.cost_usd,
))
await session.commit()
- Step 5: Wire the fan-out into the existing log-write path
Find the function in ai_log_job.py that writes a StrategicLog row and calls session.commit(). After that commit, capture the row's id and call:
await translate_log_for_active_languages(session, slog.id)
(Use whatever the actual local variable name for the row is.)
- Step 6: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -v
Expected: 5 tests pass (2 from Task 3 + 3 new).
- Step 7: Commit
git add app/jobs/ai_log_job.py tests/test_localization_integration.py
git commit -m "ai-log-job: translate strategic log for active non-en languages"
Task 6: portfolio_analysis localization
Files:
-
Modify:
app/services/portfolio_analysis.py -
Modify:
app/routers/universe.py— the/api/analyzeroute -
Test:
tests/test_localization_integration.py(append) -
Step 1: Write failing tests
Append to tests/test_localization_integration.py:
@pytest.mark.asyncio
async def test_analyse_threads_lang_into_system_prompt(monkeypatch):
"""When lang='it', the system prompt sent to call_llm contains
'Respond in Italian.' — the LLM does the rest."""
from unittest.mock import AsyncMock
from app.services import portfolio_analysis as pa
from app.services.openrouter import LogResult
captured = {}
async def _fake_call_llm(client, messages, **kw):
captured["messages"] = messages
return LogResult(
content="Analisi del portafoglio in italiano.",
model="m", prompt_tokens=400, completion_tokens=100, cost_usd=0.0001,
)
monkeypatch.setattr(pa, "call_llm", _fake_call_llm)
payload = {
"positions": [{"yahoo_ticker": "AAPL", "qty": 10, "avg_cost": 150.0,
"currency": "USD", "name": "Apple Inc"}],
"prices": {"AAPL": {"p": 172.4, "c": "USD"}},
"fx": {"USD": 1.0},
"base_currency": "USD",
"tone": "INTERMEDIATE",
"analysis": "NORMAL",
"lang": "it",
}
req = pa.parse_request(payload)
assert req.lang == "it"
# Direct call into analyse() to inspect the captured prompt.
# Use None session — analyse should not touch the DB in this code path
# because we mocked call_llm before any AICall ledger write.
# If analyse insists on a session, wrap with the test factory.
result = await pa.analyse(None, req) # noqa: ARG — session ignored by mock
system = next(m["content"] for m in captured["messages"] if m["role"] == "system")
assert "Respond in Italian" in system
@pytest.mark.asyncio
async def test_analyse_no_clause_when_lang_is_en(monkeypatch):
from unittest.mock import AsyncMock
from app.services import portfolio_analysis as pa
from app.services.openrouter import LogResult
captured = {}
async def _fake_call_llm(client, messages, **kw):
captured["messages"] = messages
return LogResult(
content="Portfolio analysis in English.",
model="m", prompt_tokens=400, completion_tokens=100, cost_usd=0.0001,
)
monkeypatch.setattr(pa, "call_llm", _fake_call_llm)
payload = {
"positions": [{"yahoo_ticker": "AAPL", "qty": 10, "avg_cost": 150.0,
"currency": "USD", "name": "Apple Inc"}],
"prices": {"AAPL": {"p": 172.4, "c": "USD"}},
"fx": {"USD": 1.0},
"base_currency": "USD",
"tone": "INTERMEDIATE",
"analysis": "NORMAL",
"lang": "en",
}
req = pa.parse_request(payload)
await pa.analyse(None, req)
system = next(m["content"] for m in captured["messages"] if m["role"] == "system")
assert "Respond in" not in system
- Step 2: Run tests to verify they fail
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -k analyse -v
Expected: 2 FAIL — either lang field on AnalysisRequest missing, or "Respond in Italian" not in the prompt.
- Step 3: Add
langto AnalysisRequest and thread through
In app/services/portfolio_analysis.py:
- Locate the
AnalysisRequestdataclass (or pydantic model). Add alang: str = "en"field next totone/analysis. - Locate
parse_request. Readpayload.get("lang", "en")and pass it to the request constructor. Validate againstLANGUAGES:
from app.services.i18n import LANGUAGES, respond_in_clause
# Inside parse_request, alongside the existing tone/analysis parsing:
lang = (payload.get("lang") or "en").strip().lower()
if lang not in LANGUAGES:
lang = "en"
Then build the request with lang=lang.
- Locate
analyse(the async function that builds messages and callscall_llm). After the system prompt is composed, append the i18n clause:
system_prompt = system_prompt + respond_in_clause(req.lang)
(Use whatever the local variable name for the system prompt is.)
- Step 4: Pass the user's lang from the route
In app/routers/universe.py, find analyze_portfolio (the /api/analyze route handler). Add the user's lang to the payload before calling parse_request:
# Just before parse_request:
user_lang = (
principal.user.lang if (principal.user and principal.user.lang) else "en"
)
payload["lang"] = user_lang
(The handler receives principal via Depends. Confirm by reading the handler's signature; if the principal isn't already wired in, add principal: CurrentUser = Depends(require_paid) matching the existing dep.)
- Step 5: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -v
Expected: 7 tests pass (5 from Tasks 3+5 + 2 new).
- Step 6: Commit
git add app/services/portfolio_analysis.py app/routers/universe.py tests/test_localization_integration.py
git commit -m "analyse: thread user.lang into the system prompt"
Task 7: email_digest_job localization
Files:
-
Modify:
app/jobs/email_digest_job.py -
Test:
tests/test_localization_integration.py(append) -
Step 1: Write failing test
Append to tests/test_localization_integration.py:
@pytest.mark.asyncio
async def test_digest_threads_lang_into_system_prompt(monkeypatch):
"""The per-user digest generation appends 'Respond in Italian.' to
the system prompt when the user is Italian."""
from unittest.mock import AsyncMock
from app.jobs import email_digest_job as ed
from app.services.openrouter import LogResult
captured = []
async def _fake_call_llm(client, messages, **kw):
captured.append(messages)
return LogResult(
content="**Apertura.** Il mercato è in calo.",
model="m", prompt_tokens=300, completion_tokens=400, cost_usd=0.0001,
)
monkeypatch.setattr(ed, "call_llm", _fake_call_llm)
# _generate_variants is the helper that runs one LLM call per tone.
# It takes a context dict and a 'kind' (daily/weekly). The exact
# signature is in app/jobs/email_digest_job.py — inspect before
# calling. The test below assumes it accepts a `target_lang` kwarg.
from datetime import datetime, timezone
ctx = {
"today": datetime.now(timezone.utc),
"quotes_by_group": {},
"headlines_by_bucket": {},
"reference_line": None,
}
# `_generate_variants` should iterate tones internally; we just need
# to assert at least one captured system prompt has the IT clause.
import httpx
async with httpx.AsyncClient() as client:
await ed._generate_variants(None, client, "daily", ctx, target_lang="it")
assert captured, "no LLM call was made"
italian_found = any(
any(
m["role"] == "system" and "Respond in Italian" in m["content"]
for m in messages
)
for messages in captured
)
assert italian_found, "no system prompt contained 'Respond in Italian'"
- Step 2: Run test to verify it fails
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -k digest_threads_lang -v
Expected: FAIL — either _generate_variants doesn't accept target_lang, or the IT clause isn't in the prompt.
- Step 3: Thread
target_langthrough_generate_variantsand the per-user driver
In app/jobs/email_digest_job.py:
-
Import the helper:
from app.services.i18n import respond_in_clause -
Find
_generate_variants. Addtarget_lang: str = "en"to its signature. Where it composes each variant's system prompt, append:system_prompt = system_prompt + respond_in_clause(target_lang) -
Find the per-user send path (the function that actually iterates users — likely
_send_for_useror similar, called from the job's main loop). Where it calls_generate_variants, passtarget_lang=user.lang:variants = await _generate_variants( session, client, kind, ctx, target_lang=user.lang, )If the existing call site is in the main job loop and constructs
variantsonce for all users, that breaks the "per-user language" contract. In that case the variants must be generated PER USER, not globally. Look for the caller; if it cachesvariantsacross users, restructure to call_generate_variantsinside the per-user loop. Important: if this requires more than a few lines of change, stop and report a concern — the existing assumption may be wrong and we want explicit guidance.
- Step 4: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -v
Expected: all tests pass (8 total now).
- Step 5: Commit
git add app/jobs/email_digest_job.py tests/test_localization_integration.py
git commit -m "digest: thread user.lang into per-user generation"
Task 8: /log endpoint localized fetch
Files:
-
Modify:
app/routers/pages.py—log_pageandlog_page_day -
Test:
tests/test_localization_integration.py(append) -
Step 1: Inspect the existing log endpoints
grep -n "def log_page\|StrategicLog\|content_md\|generated_at" app/routers/pages.py | head -20
Locate the function(s) that fetch the strategic log and pass content_md to the template.
- Step 2: Write a failing test
Append to tests/test_localization_integration.py:
@pytest.mark.asyncio
async def test_log_endpoint_serves_italian_when_user_is_italian(tmp_path):
"""When a user with lang='it' opens /log, the served content_md is
the Italian translation, not the English original."""
from datetime import datetime, timezone
from app.db import utcnow
from app.models import StrategicLog, StrategicLogTranslation, User
_, factory, setup = _build_session_factory(tmp_path)
await setup()
async with factory() as session:
session.add(User(id=10, email="it@x", tier="paid", lang="it"))
slog = StrategicLog(
generated_at=utcnow(), content_md="# Open\n\nDown 0.4%.",
tone="INTERMEDIATE", analysis="NORMAL",
)
session.add(slog)
await session.commit()
session.add(StrategicLogTranslation(
log_id=slog.id, lang="it",
content_md="# Apertura\n\nIn calo 0,4%.",
generated_at=utcnow(), llm_model="m", llm_cost_usd=0.0,
))
await session.commit()
log_id = slog.id
# We test the resolver function directly rather than spinning up the
# FastAPI TestClient — the resolver shape returns the rendered MD.
from app.routers.pages import _resolve_log_content
async with factory() as session:
user = await session.get(User, 10)
content = await _resolve_log_content(session, log_id, user.lang)
assert "Apertura" in content
assert "Open" not in content
@pytest.mark.asyncio
async def test_log_endpoint_falls_back_to_english_when_no_translation(tmp_path):
"""User lang='it' but no IT translation exists → English fallback."""
from app.db import utcnow
from app.models import StrategicLog, User
_, factory, setup = _build_session_factory(tmp_path)
await setup()
async with factory() as session:
session.add(User(id=11, email="it2@x", tier="paid", lang="it"))
slog = StrategicLog(
generated_at=utcnow(), content_md="# Open\n\nDown 0.4%.",
tone="INTERMEDIATE", analysis="NORMAL",
)
session.add(slog)
await session.commit()
log_id = slog.id
from app.routers.pages import _resolve_log_content
async with factory() as session:
user = await session.get(User, 11)
content = await _resolve_log_content(session, log_id, user.lang)
assert "Open" in content
- Step 3: Run tests to verify they fail
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -k log_endpoint -v
Expected: 2 FAIL — _resolve_log_content doesn't exist yet.
- Step 4: Add the resolver and wire it into
log_page/log_page_day
In app/routers/pages.py, add the resolver as a module-level async function:
async def _resolve_log_content(
session: AsyncSession, log_id: int, lang: str,
) -> str:
"""Return the markdown content of strategic log ``log_id`` in the
user's preferred language.
If ``lang`` is ``en`` or no translation exists for the requested
language, returns the English original. The fallback is silent —
a missing translation is the expected case for hours where
translation hasn't yet run."""
from app.models import StrategicLog, StrategicLogTranslation
if lang and lang != "en":
row = (await session.execute(
select(StrategicLogTranslation)
.where(StrategicLogTranslation.log_id == log_id)
.where(StrategicLogTranslation.lang == lang)
)).scalar_one_or_none()
if row is not None:
return row.content_md
log_row = await session.get(StrategicLog, log_id)
return log_row.content_md if log_row is not None else ""
Then in log_page (and log_page_day if present), replace the line that pulls content_md directly from the StrategicLog row with a call to _resolve_log_content(session, log.id, cu.user.lang if cu.user else "en").
- Step 5: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -v
Expected: all 10 tests pass.
- Step 6: Commit
git add app/routers/pages.py tests/test_localization_integration.py
git commit -m "log: serve translated content when available; English fallback"
Task 9: PATCH /api/settings/language endpoint
Files:
-
Modify:
app/routers/api.py -
Test:
tests/test_localization_integration.py(append) -
Step 1: Write failing tests
Append to tests/test_localization_integration.py:
@pytest.mark.asyncio
async def test_patch_language_accepts_active(tmp_path):
"""PATCH /api/settings/language accepts 'en' and 'it' and persists."""
from app.models import User
from app.routers.api import patch_language_prefs, LanguagePrefsIn
from app.auth import CurrentUser
_, factory, setup = _build_session_factory(tmp_path)
await setup()
async with factory() as session:
session.add(User(id=20, email="u@x", tier="paid", lang="en"))
await session.commit()
class _P:
is_admin = False
def __init__(self, u): self.user = u
async with factory() as session:
user = await session.get(User, 20)
result = await patch_language_prefs(
payload=LanguagePrefsIn(lang="it"),
principal=_P(user),
session=session,
)
assert result.lang == "it"
async with factory() as session:
user = await session.get(User, 20)
assert user.lang == "it"
@pytest.mark.asyncio
async def test_patch_language_rejects_wip(tmp_path):
"""PATCH rejects 'es'/'fr'/'de'/'xx' with 400 — ACTIVE_LANGUAGES gate."""
from fastapi import HTTPException
from app.models import User
from app.routers.api import patch_language_prefs, LanguagePrefsIn
_, factory, setup = _build_session_factory(tmp_path)
await setup()
async with factory() as session:
session.add(User(id=21, email="u2@x", tier="paid", lang="en"))
await session.commit()
class _P:
is_admin = False
def __init__(self, u): self.user = u
for bad in ("es", "fr", "de", "xx"):
async with factory() as session:
user = await session.get(User, 21)
with pytest.raises(HTTPException) as exc:
await patch_language_prefs(
payload=LanguagePrefsIn(lang=bad),
principal=_P(user),
session=session,
)
assert exc.value.status_code == 400
- Step 2: Run tests to verify they fail
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -k patch_language -v
Expected: 2 FAIL with ImportError for patch_language_prefs / LanguagePrefsIn.
- Step 3: Add the endpoint
In app/routers/api.py, near the existing patch_digest_prefs (around lines 868-897), add:
from app.services.i18n import ACTIVE_LANGUAGES
# ---------------------------------------------------------------------------
# Settings — language preference
# ---------------------------------------------------------------------------
class LanguagePrefsIn(BaseModel):
lang: str
class LanguagePrefsOut(BaseModel):
lang: str
@router.patch("/settings/language", response_model=LanguagePrefsOut)
async def patch_language_prefs(
payload: LanguagePrefsIn,
principal: CurrentUser = Depends(require_token),
session: AsyncSession = Depends(get_session),
) -> LanguagePrefsOut:
if principal.user is None:
raise HTTPException(status_code=400, detail="no_user_context")
lang = (payload.lang or "").strip().lower()
if lang not in ACTIVE_LANGUAGES:
raise HTTPException(
status_code=400,
detail=f"unsupported language: {payload.lang!r}",
)
user = await session.get(User, principal.user.id)
if user is None:
raise HTTPException(status_code=404, detail="user_not_found")
user.lang = lang
await session.commit()
return LanguagePrefsOut(lang=lang)
(User and BaseModel are already imported at the top of app/routers/api.py. If ACTIVE_LANGUAGES import collides with anything else, alias it.)
- Step 4: Run tests to verify they pass
docker compose -f docker-compose.test.yml run --rm test pytest tests/test_localization_integration.py -v
Expected: all 12 tests pass.
- Step 5: Commit
git add app/routers/api.py tests/test_localization_integration.py
git commit -m "settings: PATCH /api/settings/language with ACTIVE_LANGUAGES gate"
Task 10: Settings UI dropdown
Files:
-
Modify:
app/templates/settings.html -
Modify:
app/routers/pages.py::settings_page— passuser.langto the template context -
Step 1: Add the language section to settings.html
In app/templates/settings.html, find the existing settings sections (<details class="settings-section"> blocks). Add a new section next to the email-digest preferences:
<details class="settings-section">
<summary class="settings-section__head">Language</summary>
<p class="settings-section__lede">
Language the AI uses for the strategic log, your daily digest, and
portfolio commentary. The interface itself stays in English for now.
</p>
<div class="settings-row">
<select id="lang-select" class="settings-select">
<option value="en" {% if (user.lang or 'en') == 'en' %}selected{% endif %}>English</option>
<option value="it" {% if (user.lang or 'en') == 'it' %}selected{% endif %}>Italiano</option>
<option value="es" disabled>Español · coming soon</option>
<option value="fr" disabled>Français · coming soon</option>
<option value="de" disabled>Deutsch · coming soon</option>
</select>
<span id="lang-status" class="settings-status" aria-live="polite"></span>
</div>
<script>
(function () {
var sel = document.getElementById('lang-select');
var status = document.getElementById('lang-status');
if (!sel) return;
sel.addEventListener('change', async function () {
status.textContent = 'saving…';
try {
var r = await fetch('/api/settings/language', {
method: 'PATCH',
headers: {'Content-Type': 'application/json'},
body: JSON.stringify({lang: sel.value}),
});
if (!r.ok) throw new Error('HTTP ' + r.status);
status.textContent = '✓ saved';
setTimeout(function () { status.textContent = ''; }, 1500);
} catch (e) {
status.textContent = '✗ failed';
}
});
})();
</script>
</details>
- Step 2: Confirm
settings_pagepassesuser.lang
In app/routers/pages.py::settings_page, the template context already includes user. The template reads user.lang directly from that object. No code change required — the Jinja2 expression {% if (user.lang or 'en') == 'it' %} handles old rows whose lang field hasn't been populated yet (defensive, post-migration).
If the existing template context does NOT pass the user object (it should, based on the digest-prefs section), add it.
- Step 3: Manual smoke verification step
Smoke is deferred to Task 11. No test step here — pure markup + small inline JS.
- Step 4: Commit
git add app/templates/settings.html
git commit -m "settings: add language dropdown (IT active, ES/FR/DE WIP)"
Task 11: Final regression + deploy + manual smoke
Files:
-
(no code changes — verification only)
-
Step 1: Full test suite
docker compose -f docker-compose.test.yml run --rm test pytest tests/ 2>&1 | tail -5
Expected: every previous test plus the new tests/test_i18n.py and tests/test_localization_integration.py pass. Total should now be ~280 passing.
- Step 2: Apply migration to prod DB (requires explicit user approval)
docker compose exec app alembic upgrade head
Expected: Running upgrade 0021 -> 0022, localization.
- Step 3: Restart prod app (requires explicit user approval)
docker compose restart app
docker compose logs app --tail 30 | grep -E "(Uvicorn|startup complete|ERROR|Traceback)"
Expected: Application startup complete. cleanly; no tracebacks.
- Step 4: Manual smoke — switch a paid test user to Italian
In a paid-tier browser session, open /settings. Confirm the Language dropdown appears with all five options, the English option selected, ES/FR/DE disabled and labelled "coming soon". Pick Italiano, confirm the inline ✓ saved status appears. Refresh — Italian remains selected.
- Step 5: Manual smoke — strategic log translation
Wait for the next hourly ai_log_job tick (or trigger via the scheduler/admin). Confirm a row appears in strategic_log_translations with lang='it'. NOTE: this requires a prod DB read; only run with explicit user approval:
docker compose exec app python -c "
import asyncio
from sqlalchemy import select
from app.db import get_session_factory
from app.models import StrategicLogTranslation
async def main():
factory = get_session_factory()
async with factory() as s:
rows = (await s.execute(
select(StrategicLogTranslation).order_by(StrategicLogTranslation.id.desc()).limit(3)
)).scalars().all()
for r in rows:
print(r.id, r.log_id, r.lang, r.llm_model, r.llm_cost_usd, r.content_md[:80])
asyncio.run(main())
"
Expected: at least one row with lang='it', llm_model containing deepseek, llm_cost_usd a small positive number.
- Step 6: Manual smoke — portfolio analysis
On the dashboard as the Italian user, click "Analyse" (or whatever triggers /api/analyze). Confirm the rendered AI commentary is in Italian.
- Step 7: Manual smoke — email digest
docker compose exec app python -m app.cli send-test-digest <italian-user-email> daily
Expected: digest email lands in Italian, including the subject line.
-
Step 8: Manual smoke — Edge cases
-
Direct
curl -X PATCH /api/settings/languagewith{"lang": "es"}→ 400. -
Switch user back to English, refresh dashboard — log renders in English again.
Self-Review
Spec coverage walkthrough:
users.langcolumn with default 'en' → Task 3 model + Task 4 migrationstrategic_log_translationstable → Task 3 model + Task 4 migrationi18n.LANGUAGES+ACTIVE_LANGUAGES→ Task 1respond_in_clause()→ Task 1translate()helper → Task 2 (no-op fast path foren/unknown; code-fence stripping; raises on provider failure)ai_log_jobtranslation fan-out → Task 5 (parallel viaasyncio.gather; per-language failure isolated)- Portfolio analysis
lang-aware system prompt → Task 6 - Email digest
lang-aware per-user generation → Task 7 /loglocalized fetch with English fallback → Task 8PATCH /api/settings/languagewith ACTIVE_LANGUAGES gate → Task 9- Settings dropdown with IT active + ES/FR/DE disabled → Task 10
- No tier gating on translation → Task 5 query selects on
User.langonly, notierfilter - No retroactive backfill → not built; only forward-going translations
- No UI label translation → out of scope, Task 10 surfaces this in the section copy
Type / signature consistency:
respond_in_clause(lang: str | None) -> str— used in Tasks 6, 7. Consistent.translate(client, text, target_lang) -> tuple[str, LogResult]— used in Tasks 2, 5. Consistent.ACTIVE_LANGUAGES: set[str]— used in Tasks 5, 9. Consistent.LanguagePrefsIn { lang: str }/LanguagePrefsOut { lang: str }— used in Task 9 only._resolve_log_content(session, log_id, lang) -> str— used in Task 8 only.translate_log_for_active_languages(session, log_id) -> None— used in Task 5 only.
Note on Task 7: if _generate_variants is currently called ONCE for all users in the digest job (variants shared), the localization plan requires it to be called per-user. The plan flags this and asks the engineer to surface a concern rather than silently restructuring. If the structure differs from expectation, the engineer should escalate before proceeding.