     1|from __future__ import annotations
     2|
     3|import hashlib
     4|import json
     5|import uuid
     6|from datetime import datetime, timezone
     7|from sqlite3 import Connection
     8|from typing import Any
     9|
    10|ACTIVE_STATUSES = {"active", "resolved", "muted"}
    11|
    12|
    13|def utc_now() -> str:
    14|    return datetime.now(timezone.utc).isoformat()
    15|
    16|
    17|def alert_fingerprint(evidence: dict[str, Any] | None = None, *, explicit: str | None = None) -> str:
    18|    if explicit:
    19|        payload = explicit
    20|    else:
    21|        payload = json.dumps(evidence or {}, sort_keys=True, ensure_ascii=False, default=str)
    22|    return hashlib.sha256(payload.encode("utf-8")).hexdigest()[:32]
    23|
    24|
    25|def build_dedup_key(*, rule_id: str | None, entity_type: str | None, entity_id: str | None, priority: str, fingerprint: str) -> str:
    26|    payload = "|".join([rule_id or "", entity_type or "", entity_id or "", priority, fingerprint])
    27|    return hashlib.sha256(payload.encode("utf-8")).hexdigest()[:40]
    28|
    29|
    30|def create_alert(
    31|    conn: Connection,
    32|    *,
    33|    priority: str,
    34|    category: str,
    35|    message: str,
    36|    entity_type: str | None = None,
    37|    entity_id: str | None = None,
    38|    rule_id: str | None = None,
    39|    evidence: dict[str, Any] | None = None,
    40|    fingerprint: str | None = None,
    41|) -> str:
    42|    now = utc_now()
    43|    fp = alert_fingerprint(evidence, explicit=fingerprint)
    44|    dedup_key = build_dedup_key(rule_id=rule_id, entity_type=entity_type, entity_id=entity_id, priority=priority, fingerprint=fp)
    45|    existing = conn.execute(
    46|        "SELECT alert_id, status, occurrence_count FROM alerts WHERE dedup_key=? AND status IN ('active','resolved','muted') ORDER BY created_at DESC LIMIT 1",
    47|        (dedup_key,),
    48|    ).fetchone()
    49|    evidence_json = json.dumps(evidence or {}, sort_keys=True, ensure_ascii=False, default=str)
    50|    if existing:
    51|        conn.execute(
    52|            "UPDATE alerts SET last_seen_at=?, occurrence_count=COALESCE(occurrence_count,1)+1, evidence_json=? WHERE alert_id=?",
    53|            (now, evidence_json, existing["alert_id"]),
    54|        )
    55|        return existing["alert_id"]
    56|    alert_id = str(uuid.uuid4())
    57|    conn.execute(
    58|        """
    59|        INSERT INTO alerts(
    60|            alert_id, priority, category, entity_type, entity_id, rule_id, message,
    61|            evidence_json, status, created_at, last_seen_at, occurrence_count, fingerprint, dedup_key
    62|        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, 'active', ?, ?, 1, ?, ?)
    63|        """,
    64|        (alert_id, priority, category, entity_type, entity_id, rule_id, message, evidence_json, now, now, fp, dedup_key),
    65|    )
    66|    return alert_id
    67|
    68|
    69|def resolve_alert(conn: Connection, alert_id: str, *, note: str | None = None) -> None:
    70|    conn.execute("UPDATE alerts SET status='resolved', resolved_at=? WHERE alert_id=?", (utc_now(), alert_id))
    71|    conn.commit()
    72|
    73|
    74|def mute_alert(conn: Connection, alert_id: str, *, muted_until: str | None = None) -> None:
    75|    conn.execute("UPDATE alerts SET status='muted', muted_until=? WHERE alert_id=?", (muted_until, alert_id))
    76|    conn.commit()
    77|


from pathlib import Path
p=Path('/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py')
s=p.read_text()
# rewrite whole file carefully
p.write_text(r'''from __future__ import annotations

import json
import time
import urllib.error
import urllib.parse
import urllib.request
from dataclasses import dataclass, field
from datetime import datetime, timezone
from decimal import Decimal, InvalidOperation
from sqlite3 import Connection
from typing import Protocol, Sequence

from jarvis_finance.imports.common import stable_id, utc_now
from jarvis_finance.quality.alerts import create_alert

@dataclass(frozen=True)
class PriceQuote:
    coingecko_id: str
    currency: str
    price: Decimal | None
    provider: str = "CoinGecko"
    provider_timestamp: str | None = None
    quality_status: str = "fresh"
    error_message: str | None = None

@dataclass
class PriceRefreshResult:
    currency: str
    total_assets: int = 0
    updated_count: int = 0
    skipped_count: int = 0
    cached_count: int = 0
    stale_count: int = 0
    warning_count: int = 0
    error_count: int = 0
    missing_local_price_count: int = 0
    dry_run: bool = False
    written_price_ids: list[str] = field(default_factory=list)
    warnings: list[str] = field(default_factory=list)
    errors: list[str] = field(default_factory=list)

    @property
    def success_count(self) -> int:  # backward-compatible name used by older tests/callers
        return self.updated_count

class MarketDataProvider(Protocol):
    def get_crypto_price(self, coingecko_id: str, currency: str = "CHF") -> PriceQuote: ...

class BatchMarketDataProvider(MarketDataProvider, Protocol):
    def get_crypto_prices(self, coingecko_ids: Sequence[str], currency: str = "CHF") -> dict[str, PriceQuote]: ...

class ProviderRateLimitError(RuntimeError):
    pass

class ProviderFetchError(RuntimeError):
    pass

class CoinGeckoClient:
    def __init__(self, *, base_url: str = "https://api.coingecko.com/api/v3", max_retries: int = 2, initial_backoff_seconds: float = 1.0, max_backoff_seconds: float = 8.0, opener=None, sleeper=time.sleep) -> None:
        self.base_url = base_url.rstrip("/")
        self.max_retries = max_retries
        self.initial_backoff_seconds = initial_backoff_seconds
        self.max_backoff_seconds = max_backoff_seconds
        self.opener = opener or urllib.request.urlopen
        self.sleeper = sleeper

    def get_crypto_price(self, coingecko_id: str, currency: str = "CHF") -> PriceQuote:
        return self.get_crypto_prices([coingecko_id], currency).get(
            coingecko_id,
            PriceQuote(coingecko_id, currency.upper(), None, quality_status="missing", error_message="price missing"),
        )

    def get_crypto_prices(self, coingecko_ids: Sequence[str], currency: str = "CHF") -> dict[str, PriceQuote]:
        ids = [cid for cid in dict.fromkeys(coingecko_ids) if cid]
        cur = currency.lower()
        if not ids:
            return {}
        query = urllib.parse.urlencode({"ids": ",".join(ids), "vs_currencies": cur, "include_last_updated_at": "true"})
        url = f"{self.base_url}/simple/price?{query}"
        delay = self.initial_backoff_seconds
        last_error: str | None = None
        for attempt in range(self.max_retries + 1):
            try:
                with self.opener(url, timeout=20) as resp:
                    payload = json.loads(resp.read().decode("utf-8"))
                return {coingecko_id: self._quote_from_payload(coingecko_id, currency, payload.get(coingecko_id) or {}) for coingecko_id in ids}
            except urllib.error.HTTPError as exc:
                last_error = f"HTTP {exc.code}"
                if exc.code == 429 and attempt < self.max_retries:
                    self.sleeper(min(delay, self.max_backoff_seconds))
                    delay *= 2
                    continue
                status = "stale" if exc.code == 429 else "error"
                return {cid: PriceQuote(cid, currency.upper(), None, quality_status=status, error_message=last_error) for cid in ids}
            except Exception as exc:  # network skeleton must not crash dashboard jobs
                last_error = str(exc)
                if attempt < self.max_retries:
                    self.sleeper(min(delay, self.max_backoff_seconds))
                    delay *= 2
                    continue
                return {cid: PriceQuote(cid, currency.upper(), None, quality_status="error", error_message=last_error) for cid in ids}
        return {cid: PriceQuote(cid, currency.upper(), None, quality_status="error", error_message=last_error) for cid in ids}

    @staticmethod
    def _quote_from_payload(coingecko_id: str, currency: str, data: dict) -> PriceQuote:
        cur = currency.lower()
        value = data.get(cur)
        if value is None:
            return PriceQuote(coingecko_id, currency.upper(), None, quality_status="missing", error_message="price missing")
        try:
            price = Decimal(str(value))
        except InvalidOperation:
            return PriceQuote(coingecko_id, currency.upper(), None, quality_status="error", error_message="invalid price")
        ts = data.get("last_updated_at")
        provider_ts = None
        if ts:
            try:
                provider_ts = datetime.fromtimestamp(int(ts), tz=timezone.utc).isoformat()
            except (TypeError, ValueError):
                provider_ts = str(ts)
        return PriceQuote(coingecko_id, currency.upper(), price, provider_timestamp=provider_ts)

def _parse_dt(value: str | None) -> datetime | None:
    if not value:
        return None
    try:
        dt = datetime.fromisoformat(value.replace("Z", "+00:00"))
    except ValueError:
        return None
    return dt if dt.tzinfo else dt.replace(tzinfo=timezone.utc)

def is_price_stale(timestamp: str | None, *, max_age_seconds: int = 86_400) -> bool:
    dt = _parse_dt(timestamp)
    if dt is None:
        return True
    return (datetime.now(timezone.utc) - dt).total_seconds() > max_age_seconds

def latest_crypto_price_row(conn: Connection, asset_id: str, currency: str = "CHF"):
    return conn.execute(
        """
        SELECT * FROM crypto_prices
        WHERE asset_id=? AND price_currency=?
        ORDER BY COALESCE(provider_timestamp, fetched_at, '') DESC, fetched_at DESC
        LIMIT 1
        """,
        (asset_id, currency.upper()),
    ).fetchone()

def store_crypto_price(conn: Connection, *, asset_id: str, quote: PriceQuote) -> str:
    now = utc_now()
    price_id = stable_id("cryptoprice", asset_id, quote.coingecko_id, quote.currency, quote.provider, now)
    conn.execute(
        """
        INSERT INTO crypto_prices(crypto_price_id, asset_id, coingecko_id, price_currency, price, provider, provider_timestamp, fetched_at, quality_status, error_message)
        VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
        """,
        (price_id, asset_id, quote.coingecko_id, quote.currency.upper(), format(quote.price, "f") if quote.price is not None else "", quote.provider, quote.provider_timestamp, now, quote.quality_status, quote.error_message),
    )
    if quote.quality_status in {"missing", "stale", "error", "conflict"}:
        create_alert(conn, priority="warnung", category="market_data", entity_type="crypto_asset", entity_id=asset_id, rule_id=f"crypto_price_{quote.quality_status}", message=f"Crypto price quality is {quote.quality_status}.", evidence={"coingecko_id": quote.coingecko_id, "currency": quote.currency, "error": quote.error_message})
    conn.commit()
    return price_id

def _create_missing_local_price_alert(conn: Connection, *, asset_id: str, symbol: str | None, coingecko_id: str | None, currency: str) -> None:
    create_alert(
        conn,
        priority="warnung",
        category="market_data",
        entity_type="crypto_asset",
        entity_id=asset_id,
        rule_id="crypto_price_missing_local",
        message="Crypto asset has no fresh local price after refresh.",
        evidence={"symbol": symbol, "coingecko_id": coingecko_id, "currency": currency},
        fingerprint=f"crypto_price_missing_local:{currency}",
    )

def _has_fresh_local_price(conn: Connection, asset_id: str, currency: str, max_age_seconds: int) -> bool:
    latest = latest_crypto_price_row(conn, asset_id, currency)
    return bool(latest and latest["quality_status"] == "fresh" and not is_price_stale(latest["fetched_at"], max_age_seconds=max_age_seconds))

def _filter_assets(conn: Connection, *, currency: str, max_age_seconds: int, only_missing: bool, only_stale: bool, only_symbol: str | None, limit: int | None):
    assets = conn.execute("SELECT asset_id, coingecko_id, symbol FROM crypto_assets WHERE is_active=1 ORDER BY symbol").fetchall()
    filtered = []
    wanted_symbol = only_symbol.upper() if only_symbol else None
    for asset in assets:
        if wanted_symbol and (asset["symbol"] or "").upper() != wanted_symbol:
            continue
        latest = latest_crypto_price_row(conn, asset["asset_id"], currency)
        has_any = latest is not None and latest["price"] not in (None, "") and latest["quality_status"] == "fresh"
        is_fresh = bool(latest and latest["quality_status"] == "fresh" and not is_price_stale(latest["fetched_at"], max_age_seconds=max_age_seconds))
        is_stale = bool(latest and latest["quality_status"] == "fresh" and is_price_stale(latest["fetched_at"], max_age_seconds=max_age_seconds))
        if only_missing and has_any:
            continue
        if only_stale and not is_stale:
            continue
        filtered.append(asset)
        if limit is not None and len(filtered) >= limit:
            break
    return assets, filtered

def _provider_get_batch(provider: MarketDataProvider, coingecko_ids: Sequence[str], currency: str) -> dict[str, PriceQuote]:
    if hasattr(provider, "get_crypto_prices"):
        return provider.get_crypto_prices(coingecko_ids, currency)  # type: ignore[attr-defined]
    return {cid: provider.get_crypto_price(cid, currency) for cid in coingecko_ids}

def refresh_crypto_prices(
    conn: Connection,
    *,
    provider: MarketDataProvider,
    currency: str = "CHF",
    max_age_seconds: int = 3600,
    only_missing: bool = False,
    only_stale: bool = False,
    only_symbol: str | None = None,
    limit: int | None = None,
    dry_run: bool = False,
    sleep_seconds: float = 0.0,
    batch_size: int = 100,
) -> PriceRefreshResult:
    currency = currency.upper()
    result = PriceRefreshResult(currency=currency, dry_run=dry_run)
    all_assets, assets = _filter_assets(conn, currency=currency, max_age_seconds=max_age_seconds, only_missing=only_missing, only_stale=only_stale, only_symbol=only_symbol, limit=limit)
    result.total_assets = len(all_assets)
    if only_missing or only_stale or only_symbol or limit is not None:
        result.skipped_count += max(0, len(all_assets) - len(assets))

    request_assets = []
    for asset in assets:
        asset_id = asset["asset_id"]
        if not asset["coingecko_id"]:
            if not dry_run:
                create_alert(conn, priority="warnung", category="crypto", entity_type="crypto_asset", entity_id=asset_id, rule_id="missing_coingecko_id", message="Crypto asset has no CoinGecko ID; price refresh skipped.", evidence={"symbol": asset["symbol"]}, fingerprint="missing_coingecko_id")
                _create_missing_local_price_alert(conn, asset_id=asset_id, symbol=asset["symbol"], coingecko_id=None, currency=currency)
            result.skipped_count += 1
            result.warning_count += 1
            result.warnings.append(f"{asset['symbol']}: missing_coingecko_id")
            continue
        latest = latest_crypto_price_row(conn, asset_id, currency)
        if latest and latest["quality_status"] == "fresh" and not is_price_stale(latest["fetched_at"], max_age_seconds=max_age_seconds):
            result.cached_count += 1
            continue
        request_assets.append(asset)

    for start in range(0, len(request_assets), max(1, batch_size)):
        if start and sleep_seconds > 0:
            time.sleep(sleep_seconds)
        chunk = request_assets[start : start + max(1, batch_size)]
        ids = [asset["coingecko_id"] for asset in chunk]
        try:
            quotes = _provider_get_batch(provider, ids, currency)
        except Exception as exc:
            quotes = {cid: PriceQuote(cid, currency, None, quality_status="error", error_message=str(exc)) for cid in ids}
        for asset in chunk:
            quote = quotes.get(asset["coingecko_id"]) or PriceQuote(asset["coingecko_id"], currency, None, quality_status="missing", error_message="price missing")
            if not dry_run:
                price_id = store_crypto_price(conn, asset_id=asset["asset_id"], quote=quote)
                result.written_price_ids.append(price_id)
            if quote.price is not None and quote.quality_status == "fresh":
                result.updated_count += 1
            elif quote.quality_status in {"missing", "stale"}:
                result.warning_count += 1
                result.warnings.append(f"{asset['symbol']}: {quote.quality_status}")
            else:
                result.error_count += 1
                result.errors.append(f"{asset['symbol']}: {quote.error_message or quote.quality_status}")
            if quote.quality_status == "stale":
                result.stale_count += 1
            if (quote.price is None or quote.quality_status != "fresh") and not dry_run:
                _create_missing_local_price_alert(conn, asset_id=asset["asset_id"], symbol=asset["symbol"], coingecko_id=asset["coingecko_id"], currency=currency)

    if not dry_run:
        for asset in assets:
            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):
                result.missing_local_price_count += 1
                _create_missing_local_price_alert(conn, asset_id=asset["asset_id"], symbol=asset["symbol"], coingecko_id=asset["coingecko_id"], currency=currency)
        conn.commit()
    else:
        # Dry-run reports current known gaps plus simulated failed quotes without mutating alerts/prices.
        for asset in assets:
            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):
                result.missing_local_price_count += 1
    return result
''')
print('rewritten')


Output: rewritten


patch

    prices = sub.add_parser("update-crypto-prices")
    prices.add_argument("--currency", default="CHF")
    prices.add_argument("--max-age-seconds", type=int, default=3600)
    prices.add_argument("--sleep-seconds", type=float, default=0.0)
    prices.add_argument("--max-retries", type=int, default=2)
    prices.add_argument("--initial-backoff", type=float, default=1.0)
    prices.add_argument("--max-backoff", type=float, default=8.0)
    prices.add_argument("--only-missing", action="store_true")
    prices.add_argument("--only-stale", action="store_true")
    prices.add_argument("--only-symbol")
    prices.add_argument("--limit", type=int)
    prices.add_argument("--dry-run", action="store_true")


--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/cli/main.py
+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/cli/main.py
@@ -20,6 +20,15 @@
     prices = sub.add_parser("update-crypto-prices")
     prices.add_argument("--currency", default="CHF")
     prices.add_argument("--max-age-seconds", type=int, default=3600)
+    prices.add_argument("--sleep-seconds", type=float, default=0.0)
+    prices.add_argument("--max-retries", type=int, default=2)
+    prices.add_argument("--initial-backoff", type=float, default=1.0)
+    prices.add_argument("--max-backoff", type=float, default=8.0)
+    prices.add_argument("--only-missing", action="store_true")
+    prices.add_argument("--only-stale", action="store_true")
+    prices.add_argument("--only-symbol")
+    prices.add_argument("--limit", type=int)
+    prices.add_argument("--dry-run", action="store_true")
     args = parser.parse_args(argv)

     if args.command in {"init-db", "migrate"}:


            result = refresh_crypto_prices(
                conn,
                provider=CoinGeckoClient(
                    max_retries=args.max_retries,
                    initial_backoff_seconds=args.initial_backoff,
                    max_backoff_seconds=args.max_backoff,
                ),
                currency=args.currency,
                max_age_seconds=args.max_age_seconds,
                only_missing=args.only_missing,
                only_stale=args.only_stale,
                only_symbol=args.only_symbol,
                limit=args.limit,
                dry_run=args.dry_run,
                sleep_seconds=args.sleep_seconds,
            )
            print(
                "CRYPTO_PRICE_UPDATE "
                f"currency={result.currency} total_assets={result.total_assets} "
                f"updated={result.updated_count} cached={result.cached_count} "
                f"skipped={result.skipped_count} stale={result.stale_count} "
                f"warnings={result.warning_count} errors={result.error_count} "
                f"assets_still_missing_local_price={result.missing_local_price_count} "
                f"dry_run={str(result.dry_run).lower()}"
            )

            result = refresh_crypto_prices(
                conn,
                provider=CoinGeckoClient(),
                currency=args.currency,
                max_age_seconds=args.max_age_seconds,
            )
            print(
                "CRYPTO_PRICE_UPDATE "
                f"currency={result.currency} total={result.total_assets} success={result.success_count} "
                f"cached={result.cached_count} skipped={result.skipped_count} "
                f"warnings={result.warning_count} errors={result.error_count}"
            )


--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/cli/main.py
+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/cli/main.py
@@ -55,15 +55,28 @@
             apply_migrations(conn)
             result = refresh_crypto_prices(
                 conn,
-                provider=CoinGeckoClient(),
+                provider=CoinGeckoClient(
+                    max_retries=args.max_retries,
+                    initial_backoff_seconds=args.initial_backoff,
+                    max_backoff_seconds=args.max_backoff,
+                ),
                 currency=args.currency,
                 max_age_seconds=args.max_age_seconds,
+                only_missing=args.only_missing,
+                only_stale=args.only_stale,
+                only_symbol=args.only_symbol,
+                limit=args.limit,
+                dry_run=args.dry_run,
+                sleep_seconds=args.sleep_seconds,
             )
             print(
                 "CRYPTO_PRICE_UPDATE "
-                f"currency={result.currency} total={result.total_assets} success={result.success_count} "
-                f"cached={result.cached_count} skipped={result.skipped_count} "
-                f"warnings={result.warning_count} errors={result.error_count}"
+                f"currency={result.currency} total_assets={result.total_assets} "
+                f"updated={result.updated_count} cached={result.cached_count} "
+                f"skipped={result.skipped_count} stale={result.stale_count} "
+                f"warnings={result.warning_count} errors={result.error_count} "
+                f"assets_still_missing_local_price={result.missing_local_price_count} "
+                f"dry_run={str(result.dry_run).lower()}"
             )
             return 1 if result.error_count else 0
         finally:


Explanation:
**Addressing testing issues**

I need to adapt the tests to resolve the issue with the monkey patching for the lambda function that doesn't take any arguments. I should add some patches to the tests themselves. Additionally, I'm noting that MockProvider now supports batch processing, which could streamline things a bit. It all seems manageable; I just have to make sure I handle this with care to avoid introducing any new problems.

from pathlib import Path
p=Path('/home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_price_update.py')
s=p.read_text()
s=s.replace('class MockProvider:\n    def __init__(self) -> None:\n        self.calls: list[tuple[str, str]] = []\n\n    def get_crypto_price(self, coingecko_id: str, currency: str = "CHF") -> PriceQuote:\n        self.calls.append((coingecko_id, currency))\n        return PriceQuote(coingecko_id=coingecko_id, currency=currency, price=Decimal("123.456789"), provider="MockGecko", provider_timestamp="2026-01-31T00:00:00+00:00")\n', 'class MockProvider:\n    def __init__(self) -> None:\n        self.calls: list[tuple[str, str]] = []\n        self.batch_calls: list[tuple[tuple[str, ...], str]] = []\n\n    def get_crypto_price(self, coingecko_id: str, currency: str = "CHF") -> PriceQuote:\n        self.calls.append((coingecko_id, currency))\n        return PriceQuote(coingecko_id=coingecko_id, currency=currency, price=Decimal("123.456789"), provider="MockGecko", provider_timestamp="2026-01-31T00:00:00+00:00")\n\n    def get_crypto_prices(self, coingecko_ids, currency: str = "CHF"):\n        self.batch_calls.append((tuple(coingecko_ids), currency))\n        return {coingecko_id: self.get_crypto_price(coingecko_id, currency) for coingecko_id in coingecko_ids}\n')
s=s.replace('    assert provider.calls == [("bitcoin", "CHF")]\n', '    assert provider.batch_calls == [(("bitcoin",), "CHF")]\n    assert provider.calls == [("bitcoin", "CHF")]\n', 1)
s=s.replace('    assert provider.calls == [("bitcoin", "CHF")]\n', '    assert provider.calls == [("bitcoin", "CHF")]\n', 1)
s=s.replace('    monkeypatch.setattr("jarvis_finance.cli.main.CoinGeckoClient", lambda: MockProvider())\n', '    monkeypatch.setattr("jarvis_finance.cli.main.CoinGeckoClient", lambda **kwargs: MockProvider())\n')
s=s.replace('    assert "success=1" in out\n', '    assert "updated=1" in out\n    assert "assets_still_missing_local_price=0" in out\n')
p.write_text(s)
print('patched base tests')


Output: patched base tests


     1|from __future__ import annotations
     2|
     3|import urllib.error
     4|from datetime import datetime, timedelta, timezone
     5|from decimal import Decimal
     6|
     7|from jarvis_finance.cli.main import main
     8|from jarvis_finance.crypto.assets import create_crypto_asset
     9|from jarvis_finance.crypto.holdings import create_initial_holding_snapshot
    10|from jarvis_finance.crypto.wallets import create_wallet
    11|from jarvis_finance.dashboard import data
    12|from jarvis_finance.market.providers import CoinGeckoClient, PriceQuote, refresh_crypto_prices
    13|from jarvis_finance.reports.crypto_inventory import build_crypto_report_context
    14|from jarvis_finance.storage.database import connect_memory
    15|from jarvis_finance.storage.migrations import apply_migrations
    16|
    17|
    18|class MockProvider:
    19|    def __init__(self) -> None:
    20|        self.calls: list[tuple[str, str]] = []
    21|        self.batch_calls: list[tuple[tuple[str, ...], str]] = []
    22|
    23|    def get_crypto_price(self, coingecko_id: str, currency: str = "CHF") -> PriceQuote:
    24|        self.calls.append((coingecko_id, currency))
    25|        return PriceQuote(coingecko_id=coingecko_id, currency=currency, price=Decimal("123.456789"), provider="MockGecko", provider_timestamp="2026-01-31T00:00:00+00:00")
    26|
    27|    def get_crypto_prices(self, coingecko_ids, currency: str = "CHF"):
    28|        self.batch_calls.append((tuple(coingecko_ids), currency))
    29|        return {coingecko_id: self.get_crypto_price(coingecko_id, currency) for coingecko_id in coingecko_ids}
    30|
    31|
    32|def setup_conn():
    33|    conn = connect_memory()
    34|    apply_migrations(conn)
    35|    wallet_id = create_wallet(conn, wallet_name="Synthetic Wallet", wallet_type="Hardware Wallet", platform_provider="Synthetic", last_verified_at="2026-01-31T00:00:00+00:00")
    36|    btc_id = create_crypto_asset(conn, coin_name="Bitcoin", symbol="BTC", coingecko_id="bitcoin")
    37|    create_initial_holding_snapshot(conn, asset_id=btc_id, wallet_id=wallet_id, quantity=Decimal("0.01"), verification_status="verified", note="synthetic fixture", last_verified_at="2026-01-31T00:00:00+00:00")
    38|    missing_id = create_crypto_asset(conn, coin_name="Missing Coin", symbol="MISS", coingecko_id=None)
    39|    create_initial_holding_snapshot(conn, asset_id=missing_id, wallet_id=wallet_id, quantity=Decimal("1"), verification_status="verified", note="synthetic fixture", last_verified_at="2026-01-31T00:00:00+00:00")
    40|    return conn, btc_id, missing_id
    41|
    42|
    43|def test_refresh_crypto_prices_loads_active_assets_and_stores_chf_price() -> None:
    44|    conn, btc_id, _ = setup_conn()
    45|    provider = MockProvider()
    46|
    47|    result = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=0)
    48|
    49|    assert result.success_count == 1
    50|    assert result.skipped_count == 1
    51|    assert result.warning_count == 1
    52|    assert result.error_count == 0
    53|    assert provider.batch_calls == [(("bitcoin",), "CHF")]
    54|    assert provider.calls == [("bitcoin", "CHF")]
    55|    row = conn.execute("SELECT * FROM crypto_prices WHERE asset_id=?", (btc_id,)).fetchone()
    56|    assert row is not None
    57|    assert row["price"] == "123.456789"
    58|    assert row["price_currency"] == "CHF"
    59|    assert row["provider"] == "MockGecko"
    60|
    61|
    62|def test_missing_coingecko_id_is_skipped_and_warned_without_duplicate_alerts() -> None:
    63|    conn, _, missing_id = setup_conn()
    64|    provider = MockProvider()
    65|
    66|    first = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=0)
    67|    second = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=0)
    68|
    69|    assert first.skipped_count == 1
    70|    assert second.skipped_count == 1
    71|    alerts = conn.execute("SELECT * FROM alerts WHERE entity_id=? AND rule_id='missing_coingecko_id'", (missing_id,)).fetchall()
    72|    assert len(alerts) == 1
    73|    assert alerts[0]["occurrence_count"] >= 2
    74|
    75|
    76|def test_429_backoff_is_used_by_provider() -> None:
    77|    calls = {"n": 0}
    78|    sleeps: list[float] = []
    79|
    80|    def opener(url, timeout=20):
    81|        calls["n"] += 1
    82|        if calls["n"] == 1:
    83|            raise urllib.error.HTTPError(url, 429, "rate limited", None, None)
    84|        class Resp:
    85|            def __enter__(self): return self
    86|            def __exit__(self, *args): return False
    87|            def read(self): return b'{"bitcoin":{"chf":"12.34","last_updated_at":1700000000}}'
    88|        return Resp()
    89|
    90|    client = CoinGeckoClient(max_retries=2, initial_backoff_seconds=0.25, max_backoff_seconds=1, opener=opener, sleeper=sleeps.append)
    91|
    92|    quote = client.get_crypto_price("bitcoin", "CHF")
    93|
    94|    assert quote.price == Decimal("12.34")
    95|    assert sleeps == [0.25]
    96|    assert calls["n"] == 2
    97|
    98|
    99|def test_fresh_cache_prevents_refetch_and_stale_price_is_marked() -> None:
   100|    conn, btc_id, _ = setup_conn()
   101|    provider = MockProvider()
   102|    first = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=3600)
   103|    second = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=3600)
   104|    assert first.success_count == 1
   105|    assert second.cached_count == 1
   106|    assert provider.calls == [("bitcoin", "CHF")]
   107|
   108|    old = (datetime.now(timezone.utc) - timedelta(days=10)).isoformat()
   109|    conn.execute("UPDATE crypto_prices SET fetched_at=?, provider_timestamp=? WHERE asset_id=?", (old, old, btc_id))
   110|    conn.commit()
   111|
   112|    overview = data.get_crypto_overview(conn, price_max_age_seconds=3600)
   113|    btc = next(row for row in overview if row["symbol"] == "BTC")
   114|    assert btc["price_quality"] == "stale"
   115|    context = build_crypto_report_context(conn, price_max_age_seconds=3600)
   116|    assert any(w["code"] == "stale_price" and w["entity_id"] == btc_id for w in context["data_quality_warnings"])
   117|
   118|
   119|def test_dashboard_reads_local_prices_without_provider_api_call() -> None:
   120|    conn, btc_id, _ = setup_conn()
   121|    refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=0)
   122|
   123|    overview = data.get_crypto_overview(conn)
   124|    by_wallet = data.get_crypto_by_wallet(conn)
   125|    summary = data.get_command_center_summary(conn)
   126|
   127|    btc = next(row for row in overview if row["symbol"] == "BTC")
   128|    assert btc["latest_price_chf"] == "123.46"
   129|    assert btc["market_value_chf"]
   130|    assert any(row["wallet_value_chf"] for row in by_wallet if row["symbol"] == "BTC")
   131|    assert summary["crypto_total_chf"] != "0.00"
   132|    assert summary["crypto_price_data_as_of"]
   133|
   134|
   135|def test_crypto_report_uses_local_prices_and_improves_missing_price_status() -> None:
   136|    conn, btc_id, _ = setup_conn()
   137|    before = build_crypto_report_context(conn)
   138|    assert any(w["code"] == "missing_price" and w["entity_id"] == btc_id for w in before["data_quality_warnings"])
   139|
   140|    refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=0)
   141|    after = build_crypto_report_context(conn)
   142|
   143|    btc = next(row for row in after["coins"] if row["symbol"] == "BTC")
   144|    assert btc["price_chf"] == "123.456789"
   145|    assert btc["value_chf"]
   146|    assert not any(w["code"] == "missing_price" and w["entity_id"] == btc_id for w in after["data_quality_warnings"])
   147|    assert after["metadata"]["live_api_calls"] is False
   148|
   149|
   150|def test_cli_update_crypto_prices_command_uses_provider_factory(monkeypatch, tmp_path, capsys) -> None:
   151|    runtime = tmp_path / "runtime"
   152|    monkeypatch.setenv("JARVIS_FINANCE_RUNTIME_DIR", str(runtime))
   153|    conn = connect_memory()
   154|    # Build a runtime file DB via CLI settings by seeding after opening path.
   155|    from jarvis_finance.storage.database import connect
   156|    db = runtime / "data" / "finance.sqlite3"
   157|    db.parent.mkdir(parents=True)
   158|    file_conn = connect(db)
   159|    apply_migrations(file_conn)
   160|    wallet_id = create_wallet(file_conn, wallet_name="CLI Wallet", wallet_type="Hardware Wallet", platform_provider="Synthetic", last_verified_at="2026-01-31T00:00:00+00:00")
   161|    asset_id = create_crypto_asset(file_conn, coin_name="Bitcoin", symbol="BTC", coingecko_id="bitcoin")
   162|    create_initial_holding_snapshot(file_conn, asset_id=asset_id, wallet_id=wallet_id, quantity=Decimal("0.01"), verification_status="verified", note="synthetic fixture", last_verified_at="2026-01-31T00:00:00+00:00")
   163|    file_conn.close()
   164|
   165|    monkeypatch.setattr("jarvis_finance.cli.main.CoinGeckoClient", lambda **kwargs: MockProvider())
   166|
   167|    rc = main(["update-crypto-prices", "--max-age-seconds", "0"])
   168|
   169|    out = capsys.readouterr().out
   170|    assert rc == 0
   171|    assert "CRYPTO_PRICE_UPDATE" in out
   172|    assert "updated=1" in out
   173|    assert "assets_still_missing_local_price=0" in out
   174|    conn.close()
   175|


def _add_asset_with_holding(conn, wallet_id: str, *, coin_name: str, symbol: str, coingecko_id: str):
    asset_id = create_crypto_asset(conn, coin_name=coin_name, symbol=symbol, coingecko_id=coingecko_id)
    create_initial_holding_snapshot(conn, asset_id=asset_id, wallet_id=wallet_id, quantity=Decimal("2"), verification_status="verified", note="synthetic fixture", last_verified_at="2026-01-31T00:00:00+00:00")
    return asset_id

def test_batch_request_updates_multiple_assets_in_one_provider_call() -> None:
    conn, btc_id, _ = setup_conn()
    wallet_id = conn.execute("SELECT wallet_id FROM crypto_wallets LIMIT 1").fetchone()["wallet_id"]
    eth_id = _add_asset_with_holding(conn, wallet_id, coin_name="Ethereum", symbol="ETH", coingecko_id="ethereum")
    provider = MockProvider()

    result = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=0)

    assert result.updated_count == 2
    assert provider.batch_calls == [(("bitcoin", "ethereum"), "CHF")]
    assert conn.execute("SELECT COUNT(*) AS n FROM crypto_prices WHERE asset_id IN (?, ?)", (btc_id, eth_id)).fetchone()["n"] == 2

def test_only_missing_refreshes_assets_without_any_fresh_price() -> None:
    conn, btc_id, _ = setup_conn()
    wallet_id = conn.execute("SELECT wallet_id FROM crypto_wallets LIMIT 1").fetchone()["wallet_id"]
    _add_asset_with_holding(conn, wallet_id, coin_name="Ethereum", symbol="ETH", coingecko_id="ethereum")
    refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=3600, only_symbol="BTC")
    provider = MockProvider()

    result = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=3600, only_missing=True)

    assert result.updated_count == 1
    assert provider.batch_calls == [(("ethereum",), "CHF")]
    assert conn.execute("SELECT COUNT(*) AS n FROM crypto_prices WHERE asset_id=?", (btc_id,)).fetchone()["n"] == 1

def test_only_stale_refreshes_only_stale_local_prices() -> None:
    conn, btc_id, _ = setup_conn()
    wallet_id = conn.execute("SELECT wallet_id FROM crypto_wallets LIMIT 1").fetchone()["wallet_id"]
    _add_asset_with_holding(conn, wallet_id, coin_name="Ethereum", symbol="ETH", coingecko_id="ethereum")
    refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=3600)
    old = (datetime.now(timezone.utc) - timedelta(days=10)).isoformat()
    conn.execute("UPDATE crypto_prices SET fetched_at=?, provider_timestamp=? WHERE asset_id=?", (old, old, btc_id))
    conn.commit()
    provider = MockProvider()

    result = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=3600, only_stale=True)

    assert result.updated_count == 1
    assert provider.batch_calls == [(("bitcoin",), "CHF")]

def test_only_symbol_and_limit_constrain_refresh_scope() -> None:
    conn, _, _ = setup_conn()
    wallet_id = conn.execute("SELECT wallet_id FROM crypto_wallets LIMIT 1").fetchone()["wallet_id"]
    _add_asset_with_holding(conn, wallet_id, coin_name="Ethereum", symbol="ETH", coingecko_id="ethereum")
    _add_asset_with_holding(conn, wallet_id, coin_name="Solana", symbol="SOL", coingecko_id="solana")
    provider = MockProvider()

    symbol_result = refresh_crypto_prices(conn, provider=provider, currency="CHF", max_age_seconds=0, only_symbol="ETH")
    assert symbol_result.updated_count == 1
    assert provider.batch_calls == [(("ethereum",), "CHF")]

    provider2 = MockProvider()
    limit_result = refresh_crypto_prices(conn, provider=provider2, currency="CHF", max_age_seconds=0, limit=1)
    assert limit_result.updated_count == 1
    assert len(provider2.batch_calls[0][0]) == 1

def test_dry_run_does_not_write_prices_or_alerts() -> None:
    conn, btc_id, missing_id = setup_conn()

    result = refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=0, dry_run=True)

    assert result.dry_run is True
    assert result.updated_count == 1
    assert result.missing_local_price_count == 2
    assert conn.execute("SELECT COUNT(*) AS n FROM crypto_prices").fetchone()["n"] == 0
    assert conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"] == 0

def test_rate_limit_after_retries_marks_batch_stale_and_backoff_is_capped() -> None:
    sleeps: list[float] = []
    calls = {"n": 0}

    def opener(url, timeout=20):
        calls["n"] += 1
        raise urllib.error.HTTPError(url, 429, "rate limited", None, None)

    client = CoinGeckoClient(max_retries=2, initial_backoff_seconds=0.5, max_backoff_seconds=0.75, opener=opener, sleeper=sleeps.append)

    quotes = client.get_crypto_prices(["bitcoin", "ethereum"], "CHF")

    assert calls["n"] == 3
    assert sleeps == [0.5, 0.75]
    assert {quote.quality_status for quote in quotes.values()} == {"stale"}

def test_missing_local_price_alert_is_deduped_for_failed_refreshes() -> None:
    class MissingProvider:
        def get_crypto_prices(self, coingecko_ids, currency="CHF"):
            return {cid: PriceQuote(cid, currency, None, quality_status="missing", error_message="not listed") for cid in coingecko_ids}

    conn, btc_id, _ = setup_conn()
    refresh_crypto_prices(conn, provider=MissingProvider(), currency="CHF", max_age_seconds=0, only_symbol="BTC")
    refresh_crypto_prices(conn, provider=MissingProvider(), currency="CHF", max_age_seconds=0, only_symbol="BTC")

    alerts = conn.execute("SELECT * FROM alerts WHERE entity_id=? AND rule_id='crypto_price_missing_local'", (btc_id,)).fetchall()
    assert len(alerts) == 1
    assert alerts[0]["occurrence_count"] >= 2


No linter for .txt files


terminal

python3 - <<'PY'
from pathlib import Path
p=Path('tests/unit/test_crypto_price_update.py')
p.write_text(p.read_text()+Path('/tmp/add_tests.txt').read_text())
PY
pytest tests/unit/test_crypto_price_update.py -q


Output:
......F....F..                                                           [100%]
=================================== FAILURES ===================================
_________ test_cli_update_crypto_prices_command_uses_provider_factory __________

monkeypatch = <_pytest.monkeypatch.MonkeyPatch object at 0x75130bc20610>
tmp_path = PosixPath('/tmp/pytest-of-agent/pytest-46/test_cli_update_crypto_prices_0')
capsys = <_pytest.capture.CaptureFixture object at 0x75130bc23010>

    def test_cli_update_crypto_prices_command_uses_provider_factory(monkeypatch, tmp_path, capsys) -> None:
        runtime = tmp_path / "runtime"
        monkeypatch.setenv("JARVIS_FINANCE_RUNTIME_DIR", str(runtime))
        conn = connect_memory()
        # Build a runtime file DB via CLI settings by seeding after opening path.
        from jarvis_finance.storage.database import connect
        db = runtime / "data" / "finance.sqlite3"
        db.parent.mkdir(parents=True)
        file_conn = connect(db)
        apply_migrations(file_conn)
        wallet_id = create_wallet(file_conn, wallet_name="CLI Wallet", wallet_type="Hardware Wallet", platform_provider="Synthetic", last_verified_at="2026-01-31T00:00:00+00:00")
        asset_id = create_crypto_asset(file_conn, coin_name="Bitcoin", symbol="BTC", coingecko_id="bitcoin")
        create_initial_holding_snapshot(file_conn, asset_id=asset_id, wallet_id=wallet_id, quantity=Decimal("0.01"), verification_status="verified", note="synthetic fixture", last_verified_at="2026-01-31T00:00:00+00:00")
        file_conn.close()

        monkeypatch.setattr("jarvis_finance.cli.main.CoinGeckoClient", lambda **kwargs: MockProvider())

        rc = main(["update-crypto-prices", "--max-age-seconds", "0"])

        out = capsys.readouterr().out
        assert rc == 0
        assert "CRYPTO_PRICE_UPDATE" in out
        assert "updated=1" in out
>       assert "assets_still_missing_local_price=0" in out
E       AssertionError: assert 'assets_still_missing_local_price=0' in 'CRYPTO_PRICE_UPDATE currency=CHF total_assets=1 updated=1 cached=0 skipped=0 stale=0 warnings=0 errors=0 assets_still_missing_local_price=1 dry_run=false\n'

tests/unit/test_crypto_price_update.py:173: AssertionError
_________________ test_dry_run_does_not_write_prices_or_alerts _________________

    def test_dry_run_does_not_write_prices_or_alerts() -> None:
        conn, btc_id, missing_id = setup_conn()

        result = refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=0, dry_run=True)

        assert result.dry_run is True
        assert result.updated_count == 1
        assert result.missing_local_price_count == 2
        assert conn.execute("SELECT COUNT(*) AS n FROM crypto_prices").fetchone()["n"] == 0
>       assert conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"] == 0
E       assert 1 == 0

tests/unit/test_crypto_price_update.py:252: AssertionError
=========================== short test summary info ============================
FAILED tests/unit/test_crypto_price_update.py::test_cli_update_crypto_prices_command_uses_provider_factory
FAILED tests/unit/test_crypto_price_update.py::test_dry_run_does_not_write_prices_or_alerts
2 failed, 12 passed in 0.61s


patch

    refreshed_fresh_asset_ids: set[str] = set()
    for start in range(0, len(request_assets), max(1, batch_size)):
        if start and sleep_seconds > 0:
            time.sleep(sleep_seconds)
        chunk = request_assets[start : start + max(1, batch_size)]


--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py
+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py
@@ -258,6 +258,7 @@
             continue
         request_assets.append(asset)

+    refreshed_fresh_asset_ids: set[str] = set()
     for start in range(0, len(request_assets), max(1, batch_size)):
         if start and sleep_seconds > 0:
             time.sleep(sleep_seconds)

/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py was modified since you last read it on disk (external edit or unrecorded writer). Re-read the file before writing.


            if quote.price is not None and quote.quality_status == "fresh":
                result.updated_count += 1
                refreshed_fresh_asset_ids.add(asset["asset_id"])


--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py
+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py
@@ -275,6 +275,7 @@
                 result.written_price_ids.append(price_id)
             if quote.price is not None and quote.quality_status == "fresh":
                 result.updated_count += 1
+                refreshed_fresh_asset_ids.add(asset["asset_id"])
             elif quote.quality_status in {"missing", "stale"}:
                 result.warning_count += 1
                 result.warnings.append(f"{asset['symbol']}: {quote.quality_status}")


        for asset in assets:
            if asset["asset_id"] in refreshed_fresh_asset_ids:
                continue
            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):

        for asset in assets:
            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):


Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.


   286|                result.stale_count += 1
   287|            if (quote.price is None or quote.quality_status != "fresh") and not dry_run:
   288|                _create_missing_local_price_alert(conn, asset_id=asset["asset_id"], symbol=asset["symbol"], coingecko_id=asset["coingecko_id"], currency=currency)
   289|
   290|    if not dry_run:
   291|        for asset in assets:
   292|            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):
   293|                result.missing_local_price_count += 1
   294|                _create_missing_local_price_alert(conn, asset_id=asset["asset_id"], symbol=asset["symbol"], coingecko_id=asset["coingecko_id"], currency=currency)
   295|        conn.commit()
   296|    else:
   297|        # Dry-run reports current known gaps plus simulated failed quotes without mutating alerts/prices.
   298|        for asset in assets:
   299|            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):
   300|                result.missing_local_price_count += 1
   301|    return result
   302|


    if not dry_run:
        for asset in assets:
            if asset["asset_id"] in refreshed_fresh_asset_ids:
                continue
            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):
                result.missing_local_price_count += 1
                _create_missing_local_price_alert(conn, asset_id=asset["asset_id"], symbol=asset["symbol"], coingecko_id=asset["coingecko_id"], currency=currency)
        conn.commit()

    if not dry_run:
        for asset in assets:
            if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):
                result.missing_local_price_count += 1
                _create_missing_local_price_alert(conn, asset_id=asset["asset_id"], symbol=asset["symbol"], coingecko_id=asset["coingecko_id"], currency=currency)
        conn.commit()


--- a//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py
+++ b//home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py
@@ -289,6 +289,8 @@

     if not dry_run:
         for asset in assets:
+            if asset["asset_id"] in refreshed_fresh_asset_ids:
+                continue
             if not _has_fresh_local_price(conn, asset["asset_id"], currency, max_age_seconds):
                 result.missing_local_price_count += 1
                 _create_missing_local_price_alert(conn, asset_id=asset["asset_id"], symbol=asset["symbol"], coingecko_id=asset["coingecko_id"], currency=currency)

/home/agent/.hermes/repos/FinanceManager/src/jarvis_finance/market/providers.py was last read with offset/limit pagination (partial view). Re-read the whole file before overwriting it.


Explanation:
**Testing asset alert**

I’m thinking about dry-running an existing alert for a missing asset. I need to consider if I should adjust the test before or after running it. There’s a lot to keep in mind to ensure everything functions correctly. It’s important to take my time and check all the details, so I don’t overlook anything. I want the alert to work flawlessly, so I’ll definitely give this thoughtful consideration!

def test_dry_run_does_not_write_prices_or_alerts() -> None:
    conn, btc_id, missing_id = setup_conn()
    alerts_before = conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"]

    result = refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=0, dry_run=True)

    assert result.dry_run is True
    assert result.updated_count == 1
    assert result.missing_local_price_count == 2
    assert conn.execute("SELECT COUNT(*) AS n FROM crypto_prices").fetchone()["n"] == 0
    assert conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"] == alerts_before

def test_dry_run_does_not_write_prices_or_alerts() -> None:
    conn, btc_id, missing_id = setup_conn()

    result = refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=0, dry_run=True)

    assert result.dry_run is True
    assert result.updated_count == 1
    assert result.missing_local_price_count == 2
    assert conn.execute("SELECT COUNT(*) AS n FROM crypto_prices").fetchone()["n"] == 0
    assert conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"] == 0


--- a//home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_price_update.py
+++ b//home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_price_update.py
@@ -242,6 +242,7 @@

 def test_dry_run_does_not_write_prices_or_alerts() -> None:
     conn, btc_id, missing_id = setup_conn()
+    alerts_before = conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"]

     result = refresh_crypto_prices(conn, provider=MockProvider(), currency="CHF", max_age_seconds=0, dry_run=True)

@@ -249,7 +250,7 @@
     assert result.updated_count == 1
     assert result.missing_local_price_count == 2
     assert conn.execute("SELECT COUNT(*) AS n FROM crypto_prices").fetchone()["n"] == 0
-    assert conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"] == 0
+    assert conn.execute("SELECT COUNT(*) AS n FROM alerts WHERE entity_id IN (?, ?)", (btc_id, missing_id)).fetchone()["n"] == alerts_before

 def test_rate_limit_after_retries_marks_batch_stale_and_backoff_is_capped() -> None:

/home/agent/.hermes/repos/FinanceManager/tests/unit/test_crypto_price_update.py was modified since you last read it on disk (external edit or unrecorded writer). Re-read the file before writing.


terminal

Output:
..............                                                           [100%]
14 passed in 0.60s


Explanation:
**Evaluating tests and safety**

I need to run all the tests and check the git safety. I feel like there’s something about the type that might be important, but I’m not quite sure what I’m missing. It's essential to make sure everything is functioning properly before moving forward. Hmm, this really highlights the need to be thorough. What if I forget an important detail? I should pay extra attention to any typing requirements, just to cover all my bases!

python -m jarvis_finance.cli.main git-safety-scan .


Output:
........................................................................ [ 66%]
.....................................                                    [100%]
109 passed in 1.01s


Output: /home/agent/.hermes/hermes-agent/venv/bin/python: Error while finding module specification for 'jarvis_finance.cli.main' (ModuleNotFoundError: No module named 'jarvis_finance')


rm -rf .pytest_cache src/jarvis_finance/**/__pycache__ tests/**/__pycache__ && PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .


Explanation:
**Planning a productive run**

I need to have a productive run and start with the environment runtime. A first dry-run might be helpful. I think I’ll use the CLI for this to interact with the system. I’ll confirm that CoinGecko is functioning properly. Also, I need to ensure the runtime is set under /home/agent/jarvis_runtime. Finally, I should check the settings environment and read through those to confirm everything is correct.


     1|from __future__ import annotations
     2|
     3|import os
     4|from dataclasses import dataclass
     5|from pathlib import Path
     6|
     7|from .paths import DEFAULT_RUNTIME_DIR, RuntimePaths, is_relative_to
     8|
     9|
    10|@dataclass(frozen=True)
    11|class Settings:
    12|    env: str = "local"
    13|    base_currency: str = "CHF"
    14|    timezone: str = "Europe/Zurich"
    15|    runtime_paths: RuntimePaths = RuntimePaths.from_base(DEFAULT_RUNTIME_DIR)
    16|    log_level: str = "INFO"
    17|    block_runtime_inside_repo: bool = True
    18|
    19|    @property
    20|    def db_path(self) -> Path:
    21|        return self.runtime_paths.db_path
    22|
    23|
    24|def find_repo_root(start: Path | None = None) -> Path:
    25|    current = (start or Path.cwd()).resolve()
    26|    for candidate in [current, *current.parents]:
    27|        if (candidate / ".git").exists() or (candidate / "pyproject.toml").exists():
    28|            return candidate
    29|    return current
    30|
    31|
    32|def load_settings(repo_root: Path | None = None, environ: dict[str, str] | None = None) -> Settings:
    33|    env = environ or os.environ
    34|    runtime_dir = Path(env.get("JARVIS_FINANCE_RUNTIME_DIR", str(DEFAULT_RUNTIME_DIR))).expanduser()
    35|    paths = RuntimePaths.from_base(runtime_dir)
    36|    db_override = env.get("JARVIS_FINANCE_DB_PATH")
    37|    if db_override:
    38|        object.__setattr__(paths, "db_path", Path(db_override).expanduser().resolve())
    39|    settings = Settings(
    40|        env=env.get("JARVIS_FINANCE_ENV", "local"),
    41|        base_currency=env.get("JARVIS_FINANCE_BASE_CURRENCY", "CHF"),
    42|        timezone=env.get("JARVIS_FINANCE_TIMEZONE", "Europe/Zurich"),
    43|        runtime_paths=paths,
    44|        log_level=env.get("JARVIS_FINANCE_LOG_LEVEL", "INFO"),
    45|        block_runtime_inside_repo=env.get("JARVIS_FINANCE_BLOCK_RUNTIME_INSIDE_REPO", "1") not in {"0", "false", "False"},
    46|    )
    47|    validate_settings(settings, repo_root=repo_root)
    48|    return settings
    49|
    50|
    51|def validate_settings(settings: Settings, repo_root: Path | None = None) -> None:
    52|    root = (repo_root or find_repo_root()).resolve()
    53|    if settings.block_runtime_inside_repo and is_relative_to(settings.runtime_paths.base_dir, root):
    54|        raise ValueError(f"Runtime directory must be outside the Git repository: {settings.runtime_paths.base_dir}")
    55|    if settings.base_currency != "CHF":
    56|        raise ValueError("MVP 1 base currency must be CHF")
    57|
    58|
    59|def ensure_runtime_dirs(settings: Settings) -> None:
    60|    settings.runtime_paths.ensure_dirs()
    61|


     1|from __future__ import annotations
     2|
     3|from dataclasses import dataclass
     4|from pathlib import Path
     5|
     6|DEFAULT_RUNTIME_DIR = Path("~/jarvis_runtime/finance-system").expanduser()
     7|
     8|
     9|@dataclass(frozen=True)
    10|class RuntimePaths:
    11|    base_dir: Path
    12|    data_dir: Path
    13|    imports_dir: Path
    14|    exports_dir: Path
    15|    reports_dir: Path
    16|    backups_dir: Path
    17|    secrets_dir: Path
    18|    logs_dir: Path
    19|    db_path: Path
    20|
    21|    @classmethod
    22|    def from_base(cls, base_dir: str | Path = DEFAULT_RUNTIME_DIR) -> "RuntimePaths":
    23|        base = Path(base_dir).expanduser().resolve()
    24|        return cls(
    25|            base_dir=base,
    26|            data_dir=base / "data",
    27|            imports_dir=base / "imports",
    28|            exports_dir=base / "exports",
    29|            reports_dir=base / "reports",
    30|            backups_dir=base / "backups",
    31|            secrets_dir=base / "secrets",
    32|            logs_dir=base / "logs",
    33|            db_path=base / "data" / "finance.sqlite3",
    34|        )
    35|
    36|    def ensure_dirs(self) -> None:
    37|        for path in [
    38|            self.data_dir,
    39|            self.imports_dir,
    40|            self.exports_dir,
    41|            self.reports_dir,
    42|            self.backups_dir,
    43|            self.secrets_dir,
    44|            self.logs_dir,
    45|        ]:
    46|            path.mkdir(parents=True, exist_ok=True)
    47|
    48|
    49|def is_relative_to(path: Path, parent: Path) -> bool:
    50|    try:
    51|        path.resolve().relative_to(parent.resolve())
    52|        return True
    53|    except ValueError:
    54|        return False
    55|


PYTHONPATH=src python -m jarvis_finance.cli.main update-crypto-prices --currency CHF --max-age-seconds 86400 --max-retries 4 --initial-backoff 5 --max-backoff 60 --sleep-seconds 2 --dry-run && PYTHONPATH=src python -m jarvis_finance.cli.main update-crypto-prices --currency CHF --max-age-seconds 86400 --max-retries 4 --initial-backoff 5 --max-backoff 60 --sleep-seconds 2


Output:
CRYPTO_PRICE_UPDATE currency=CHF total_assets=20 updated=14 cached=6 skipped=0 stale=0 warnings=0 errors=0 assets_still_missing_local_price=14 dry_run=true
CRYPTO_PRICE_UPDATE currency=CHF total_assets=20 updated=14 cached=6 skipped=0 stale=0 warnings=0 errors=0 assets_still_missing_local_price=0 dry_run=false


Explanation:
**Verifying database queries**

I need to check the database to ensure that my aggregate queries are returning the right counts. It’s important to verify that there are no values being missed. I’ll run the queries and carefully look at the results to see if everything adds up correctly. If I find discrepancies, I’ll have to dig deeper to figure out where things might be going wrong. Let's make sure we're getting accurate data!

PYTHONPATH=src python - <<'PY'
from jarvis_finance.config.settings import load_settings
from jarvis_finance.storage.database import connect
from jarvis_finance.storage.migrations import apply_migrations
from jarvis_finance.market.providers import latest_crypto_price_row, is_price_stale
settings=load_settings(); conn=connect(settings.db_path); apply_migrations(conn)
assets=conn.execute("SELECT asset_id, coingecko_id FROM crypto_assets WHERE is_active=1").fetchall()
fresh=missing=warnings=errors=0
for a in assets:
    row=latest_crypto_price_row(conn,a['asset_id'],'CHF')
    if row and row['quality_status']=='fresh' and row['price'] not in (None,'') and not is_price_stale(row['fetched_at'], max_age_seconds=86400):
        fresh+=1
    else:
        missing+=1
    if row and row['quality_status'] in ('missing','stale','conflict'):
        warnings+=1
    if row and row['quality_status']=='error':
        errors+=1
print(f'total_assets={len(assets)} fresh_chf={fresh} missing_fresh_chf={missing} warnings={warnings} errors={errors}')
PY


Output: total_assets=20 fresh_chf=20 missing_fresh_chf=0 warnings=0 errors=0


Explanation:
**Evaluating git status**

I'm trying to figure out if I need to check the git status after runtime when there haven't been any changes in the repository. This could help in understanding the current state of my code and if everything is still aligned as I expect. Maybe it’s useful to do this for peace of mind, making sure no unintended changes occurred. Let's assess how to proceed with this!

git status --short && rm -rf .pytest_cache src/jarvis_finance/**/__pycache__ tests/**/__pycache__ && PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .


Output:
M src/jarvis_finance/cli/main.py
 M src/jarvis_finance/market/providers.py
 M tests/unit/test_crypto_price_update.py
GIT_SAFETY_OK


finance-system-architecture

# Crypto Single-Coin Runtime Test Pattern

Use when the user asks for a controlled productive test that adds exactly one missing crypto coin from a real XLSX into the external runtime SQLite DB.

## Safety rules

- Keep the XLSX only under runtime/temp, never in the Git repo.
- Run `git status --short --branch` and `PYTHONPATH=src python -m jarvis_finance.cli.main git-safety-scan .` before and after.
- Assert runtime base, DB path, temp input and reports directory are outside the repo.
- Report only aggregate booleans/counts; never echo quantities, CHF values, raw rows or wallet addresses.
- Use `Decimal(str(cell_value))` and write Decimal strings, never floats.
- Use the existing audited management path (`add_crypto_position(..., operation_type='initial_snapshot_addition', confirm=True, ...)`) rather than direct table mutation.

## Preflight workflow

1. Download/read the real XLSX into a runtime temp directory and chmod restrictively.
2. Locate the requested coin by exact symbol/name where possible (e.g. `BTC` / Bitcoin), not broad substring guessing.
3. Identify non-zero wallet columns for that single coin.
4. Match every candidate wallet label against active `crypto_wallets` in the runtime DB.
5. Check whether the asset already exists by exact `coingecko_id`, exact symbol, or exact lowercase coin name.
6. Check existing holdings for the same `asset_id + wallet_id`.
7. Verify no duplicate holdings already exist globally.

## Critical distinction: one coin vs one holding

A real XLSX may contain one coin split across multiple wallet columns. If the user's instruction says **one coin** but also requires an **unambiguous target wallet** or a single holding, do not silently choose a wallet. Stop and ask whether to:

- import all wallet holdings for that one coin,
- import only a user-selected wallet,
- try another coin with a single non-zero wallet cell, or
- skip the runtime test.

If the user explicitly approves "one coin across all wallets", it is still one asset but multiple holdings; verify and report this distinction aggregate-only.

## Post-write verification

After a permitted write, verify aggregate-only:

- asset present with chosen CoinGecko ID,
- expected holding row(s) present,
- no duplicate `asset_id + wallet_id`,
- stored quantity value is text/Decimal-parseable,
- audit-log entry exists for the snapshot,
- initial snapshot/history fields exist with the confirmed snapshot date,
- dashboard/read model contains the coin,
- crypto report context contains the coin,
- Git-safety OK and Git status clean.

## Pitfall

Do not proceed to downstream feature work if the runtime validation step was explicitly a prerequisite and it stopped on ambiguity. Report the stop condition first; continuing would hide a data-governance failure behind unrelated implementation work.


# Multi-wallet crypto snapshots and Equity/ETF manage UI pattern

Use this reference when a controlled real-data crypto test reveals that one coin is spread across multiple wallet columns, or when extending the FinanceManager dashboard with manual stock/ETF management.

## Multi-wallet crypto initial snapshot

When importing a real XLSX snapshot for a single approved coin (for example BTC):

1. Treat **one coin** and **one holding** as different scopes. A coin may have multiple non-empty wallet columns.
2. If the user approves multi-wallet import, create/control exactly one `crypto_assets` row for the coin and one `crypto_holdings` row per non-empty wallet cell.
3. Preconditions before writing:
   - Runtime DB path is outside the repo.
   - Git status is clean and safety scan passes.
   - The asset is absent or matches the approved `coin_name`, `symbol`, `coingecko_id`, and mapping status.
   - Every non-empty wallet quantity parses with `Decimal` from text; never via float.
   - No existing `asset_id + wallet_id` holding exists for the approved coin/wallet pair.
   - Legacy CHF/snapshot values are ignored unless explicitly approved for provenance fields.
4. Write only the approved coin. Do not import neighboring coins from the same XLSX.
5. Create holding-level audit-log entries for every wallet holding. If the codebase has import sessions/history traces, verify those too.
6. Post-write verification must be aggregate-only in chat:
   - Approved asset exists.
   - Holding count equals the number of non-empty approved wallet cells.
   - No duplicate `asset_id + wallet_id` holdings.
   - Quantity columns are stored as SQLite `text`/Decimal strings.
   - Audit logs exist for each holding.
   - Crypto read model and report context include the approved coin.
   - Git-safety OK and Git status clean.
7. Never print real quantities, values, wallet addresses, raw rows, or source file contents in chat.

## SQLite Decimal storage pitfall

SQLite `NUMERIC` affinity may return inserted Decimal-looking text as `real`, especially for crypto/equity quantities and FX fields. For Decimal-sensitive finance data:

- Define quantity/price/fee/valuation/FX columns as `TEXT` where exactness matters.
- Format writes with `format(Decimal(value), "f")`.
- Add/verify migrations that rebuild existing tables to TEXT affinity when needed.
- Tests should assert both domain value preservation and `typeof(column) == 'text'` for representative rows.

This applies not only to crypto quantities but also to stock/ETF ledger transaction quantities, FX rates, original amounts, and CHF equivalents.

## Equity/ETF manual management UI pattern

For a synthetic-first manual stock/ETF management page analogous to Crypto Manage:

- Use ISIN as primary identification; ticker/exchange are optional helper fields.
- Do not import real PostFinance/TrueWealth/Raiffeisen files in the UI task unless separately approved.
- Store initial holdings as explicit `initial_position_snapshot`, not fake buys.
- Require confirmation before each write.
- Require notes for incomplete-history snapshots and manual adjustments.
- Support transaction types: `buy`, `partial_sell`, `full_sell`, `dividend`, `etf_distribution`, `fee`, `manual_adjustment`.
- Store original currency and FX-to-CHF data; if FX is missing, persist `fx_status=missing` and create/return a data-quality warning rather than inventing CHF values.
- Dividends/distributions must not change position quantity.
- Sells must not make positions negative; full sell should match the full current quantity.
- Every write must create an audit-log entry.
- Keep dashboard render local/read-first; no market-data API calls during page render.

## Verification checklist

- Run targeted tests first, then full test suite.
- Compile all source/tests.
- Remove generated caches before safety scan.
- Run Git-safety before staging/push and after runtime-data operations.
- Use aggregate-only status reporting for real financial data.


Explanation:
**Checking import script existence**

I need to check if the import script actually exists. My first step will be to search for “xlsx” to see if I can find it. I’m wondering where it might be located and if it's easily accessible. It’s important I don’t overlook it, so I’ll do a thorough search. Let's ensure everything is in order before I proceed with any further tasks.


     1|from __future__ import annotations
     2|
     3|from dataclasses import dataclass, field
     4|from decimal import Decimal, InvalidOperation
     5|from sqlite3 import Connection
     6|
     7|from jarvis_finance.audit.log import record_audit_event
     8|from jarvis_finance.crypto.assets import create_crypto_asset
     9|from jarvis_finance.crypto.holdings import calculate_crypto_holdings, create_initial_holding_snapshot
    10|from jarvis_finance.imports.common import stable_id, utc_now
    11|from jarvis_finance.quality.alerts import create_alert
    12|
    13|CRYPTO_MANUAL_REVIEW_COIN_LABELS = [
    14|    "ADA Cardano",
    15|    "Amp",
    16|    "Avalanche AVAX",
    17|    "Bitcoin BTC",
    18|    "Chainlink",
    19|    "DOGE",
    20|    "Decentraland MANA",
    21|    "Ethereum ETH",
    22|    "HIGH Highstreet",
    23|    "IOTA IOT",
    24|    "LUNA Terra",
    25|    "LUNC Terra Classic",
    26|    "NETVR",
    27|    "NuCypher NU",
    28|    "Ox ZRX",
    29|    "Polygon MATIC",
    30|    "Ripple XRP",
    31|    "SAND The Sandbox",
    32|    "SAROS",
    33|    "SKY",
    34|    "SOL Solana",
    35|    "Sundae",
    36|    "USTC Terra Classic",
    37|]
    38|
    39|VALID_ADD_TYPES = {"initial_snapshot_addition", "manual_adjustment", "crypto_buy"}
    40|
    41|
    42|@dataclass(frozen=True)
    43|class CryptoManageResult:
    44|    asset_id: str
    45|    wallet_id: str
    46|    holding_id: str | None = None
    47|    transaction_id: str | None = None
    48|    warnings: list[str] = field(default_factory=list)
    49|
    50|
    51|def parse_decimal_text(value: str, *, field_name: str = "quantity") -> Decimal:
    52|    text = str(value).strip()
    53|    if not text:
    54|        raise ValueError(f"{field_name} is required")
    55|    try:
    56|        dec = Decimal(text)
    57|    except (InvalidOperation, ValueError) as exc:
    58|        raise ValueError(f"{field_name} must be a Decimal string") from exc
    59|    if not dec.is_finite():
    60|        raise ValueError(f"{field_name} must be finite")
    61|    return dec
    62|
    63|
    64|def decimal_text(value: Decimal) -> str:
    65|    return format(value, "f")
    66|
    67|
    68|def _require_confirm(confirm: bool) -> None:
    69|    if not confirm:
    70|        raise ValueError("explicit confirm is required before saving")
    71|
    72|
    73|def _require_date(effective_date: str) -> str:
    74|    text = str(effective_date).strip()
    75|    if not text:
    76|        raise ValueError("date is required")
    77|    # Keep validation intentionally simple and deterministic; Streamlit date_input supplies ISO dates.
    78|    parts = text.split("-")
    79|    if len(parts) != 3 or not all(part.isdigit() for part in parts):
    80|        raise ValueError("date must be ISO YYYY-MM-DD")
    81|    return text
    82|
    83|
    84|def _require_wallet(conn: Connection, wallet_id: str) -> str:
    85|    wallet_id = str(wallet_id).strip()
    86|    if not wallet_id:
    87|        raise ValueError("wallet is required")
    88|    row = conn.execute("SELECT wallet_id FROM crypto_wallets WHERE wallet_id=?", (wallet_id,)).fetchone()
    89|    if row is None:
    90|        raise ValueError("wallet not found")
    91|    return wallet_id
    92|
    93|
    94|def _require_coin_fields(coin_name: str, symbol: str) -> tuple[str, str]:
    95|    coin_name = str(coin_name).strip()
    96|    symbol = str(symbol).strip().upper()
    97|    if not coin_name:
    98|        raise ValueError("coin name is required")
    99|    if not symbol:
   100|        raise ValueError("symbol is required")
   101|    return coin_name, symbol
   102|
   103|
   104|def _require_note(note: str, *, reason: str) -> str:
   105|    note = str(note or "").strip()
   106|    if not note:
   107|        raise ValueError(f"note is required for {reason}")
   108|    return note
   109|
   110|
   111|def _find_asset(conn: Connection, *, coin_name: str, symbol: str, coingecko_id: str | None) -> str | None:
   112|    if coingecko_id:
   113|        row = conn.execute("SELECT asset_id FROM crypto_assets WHERE coingecko_id=?", (coingecko_id.strip(),)).fetchone()
   114|        if row:
   115|            return row["asset_id"]
   116|    row = conn.execute(
   117|        "SELECT asset_id FROM crypto_assets WHERE lower(coin_name)=lower(?) AND upper(symbol)=upper(?)",
   118|        (coin_name, symbol),
   119|    ).fetchone()
   120|    return row["asset_id"] if row else None
   121|
   122|
   123|def _ensure_asset(
   124|    conn: Connection,
   125|    *,
   126|    coin_name: str,
   127|    symbol: str,
   128|    coingecko_id: str | None,
   129|    coingecko_status: str,
   130|    note: str | None,
   131|) -> tuple[str, list[str]]:
   132|    warnings: list[str] = []
   133|    cg = coingecko_id.strip() if coingecko_id and coingecko_id.strip() else None
   134|    existing = _find_asset(conn, coin_name=coin_name, symbol=symbol, coingecko_id=cg)
   135|    if existing:
   136|        asset_id = existing
   137|    else:
   138|        asset_id = create_crypto_asset(conn, coin_name=coin_name, symbol=symbol, coingecko_id=cg, notes=note)
   139|    if not cg:
   140|        warnings.append("missing_coingecko_id")
   141|    if coingecko_status in {"missing_confirmed", "uncertain"}:
   142|        rule = "crypto_coingecko_mapping_uncertain" if coingecko_status == "uncertain" else "missing_coingecko_id"
   143|        create_alert(
   144|            conn,
   145|            priority="warnung",
   146|            category="crypto",
   147|            entity_type="crypto_asset",
   148|            entity_id=asset_id,
   149|            rule_id=rule,
   150|            message="Crypto asset CoinGecko mapping needs manual confirmation.",
   151|            evidence={"symbol": symbol, "coin_name": coin_name, "coingecko_status": coingecko_status},
   152|            fingerprint=coingecko_status,
   153|        )
   154|        conn.commit()
   155|        if rule not in warnings:
   156|            warnings.append(rule)
   157|    return asset_id, warnings
   158|
   159|
   160|def current_wallet_asset_quantity(conn: Connection, *, wallet_id: str, asset_id: str) -> Decimal:
   161|    result = calculate_crypto_holdings(conn)
   162|    holding = result.wallet_holdings.get((wallet_id, asset_id))
   163|    return holding.quantity if holding else Decimal("0")
   164|
   165|
   166|def _insert_manual_adjustment_transaction(
   167|    conn: Connection,
   168|    *,
   169|    asset_id: str,
   170|    wallet_id: str,
   171|    delta: Decimal,
   172|    effective_date: str,
   173|    note: str,
   174|) -> str:
   175|    if delta == 0:
   176|        raise ValueError("manual adjustment delta must not be zero")
   177|    now = utc_now()
   178|    qty = abs(delta)
   179|    tx_id = stable_id("cryptotx", "manual_adjustment", asset_id, wallet_id, decimal_text(delta), effective_date, now)
   180|    from_wallet_id = wallet_id if delta < 0 else None
   181|    to_wallet_id = wallet_id if delta > 0 else None
   182|    conn.execute(
   183|        """
   184|        INSERT INTO crypto_transactions(
   185|            crypto_transaction_id, transaction_type, asset_id, quantity,
   186|            from_wallet_id, to_wallet_id, transaction_datetime, source,
   187|            confirmation_status, parse_confidence, notes, created_at
   188|        ) VALUES (?, 'manual_adjustment', ?, ?, ?, ?, ?, 'manual_dashboard', 'confirmed', 1, ?, ?)
   189|        """,
   190|        (tx_id, asset_id, decimal_text(qty), from_wallet_id, to_wallet_id, effective_date, note, now),
   191|    )
   192|    return tx_id
   193|
   194|
   195|def add_crypto_position(
   196|    conn: Connection,
   197|    *,
   198|    coin_name: str,
   199|    symbol: str,
   200|    wallet_id: str,
   201|    quantity_text: str,
   202|    effective_date: str,
   203|    operation_type: str,
   204|    note: str,
   205|    confirm: bool,
   206|    coingecko_id: str | None = None,
   207|    coingecko_status: str = "selected",
   208|) -> CryptoManageResult:
   209|    _require_confirm(confirm)
   210|    if operation_type not in VALID_ADD_TYPES:
   211|        raise ValueError("unsupported crypto management operation type")
   212|    if operation_type == "crypto_buy":
   213|        raise ValueError("crypto_buy requires the dedicated ledger buy workflow; use manual_adjustment or initial_snapshot_addition in this MVP")
   214|    effective_date = _require_date(effective_date)
   215|    wallet_id = _require_wallet(conn, wallet_id)
   216|    coin_name, symbol = _require_coin_fields(coin_name, symbol)
   217|    quantity = parse_decimal_text(quantity_text)
   218|    if quantity <= 0:
   219|        raise ValueError("quantity must be > 0")
   220|    if operation_type == "manual_adjustment":
   221|        note = _require_note(note, reason="manual_adjustment")
   222|    else:
   223|        note = str(note or "").strip() or "manual initial snapshot addition"
   224|    asset_id, warnings = _ensure_asset(conn, coin_name=coin_name, symbol=symbol, coingecko_id=coingecko_id, coingecko_status=coingecko_status, note=note)
   225|    existing_holding = conn.execute(
   226|        "SELECT crypto_holding_id FROM crypto_holdings WHERE asset_id=? AND wallet_id=?",
   227|        (asset_id, wallet_id),
   228|    ).fetchone()
   229|    if operation_type == "initial_snapshot_addition":
   230|        if existing_holding:
   231|            raise ValueError("initial snapshot addition would overwrite an existing holding; use manual_adjustment")
   232|        holding_id = create_initial_holding_snapshot(
   233|            conn,
   234|            asset_id=asset_id,
   235|            wallet_id=wallet_id,
   236|            quantity=quantity,
   237|            verification_status="verified",
   238|            last_verified_at=effective_date,
   239|            legacy_snapshot_date=effective_date,
   240|            note=note,
   241|        )
   242|        return CryptoManageResult(asset_id=asset_id, wallet_id=wallet_id, holding_id=holding_id, warnings=warnings)
   243|    before = current_wallet_asset_quantity(conn, wallet_id=wallet_id, asset_id=asset_id)
   244|    tx_id = _insert_manual_adjustment_transaction(conn, asset_id=asset_id, wallet_id=wallet_id, delta=quantity, effective_date=effective_date, note=note)
   245|    after = before + quantity
   246|    record_audit_event(
   247|        conn,
   248|        source="crypto_manage",
   249|        action="crypto_manual_adjustment",
   250|        entity_type="crypto_transaction",
   251|        entity_id=tx_id,
   252|        old_values={"asset_id": asset_id, "wallet_id": wallet_id, "quantity": decimal_text(before)},
   253|        new_values={"asset_id": asset_id, "wallet_id": wallet_id, "quantity": decimal_text(after), "delta": decimal_text(quantity)},
   254|        user_text_note=note,
   255|        confirmed=True,
   256|        created_by="dashboard",
   257|    )
   258|    conn.commit()
   259|    return CryptoManageResult(asset_id=asset_id, wallet_id=wallet_id, transaction_id=tx_id, warnings=warnings)
   260|
   261|
   262|def adjust_crypto_position(
   263|    conn: Connection,
   264|    *,
   265|    asset_id: str,
   266|    wallet_id: str,
   267|    new_quantity_text: str,
   268|    effective_date: str,
   269|    note: str,
   270|    confirm: bool,
   271|) -> CryptoManageResult:
   272|    _require_confirm(confirm)
   273|    effective_date = _require_date(effective_date)
   274|    wallet_id = _require_wallet(conn, wallet_id)
   275|    note = _require_note(note, reason="manual_adjustment")
   276|    new_quantity = parse_decimal_text(new_quantity_text, field_name="new quantity")
   277|    if new_quantity < 0:
   278|        raise ValueError("new quantity must be >= 0")
   279|    asset = conn.execute("SELECT asset_id FROM crypto_assets WHERE asset_id=?", (asset_id,)).fetchone()
   280|    if asset is None:
   281|        raise ValueError("asset not found")
   282|    before = current_wallet_asset_quantity(conn, wallet_id=wallet_id, asset_id=asset_id)
   283|    delta = new_quantity - before
   284|    if before + delta < 0:
   285|        raise ValueError("negative holding blocked")
   286|    tx_id = _insert_manual_adjustment_transaction(conn, asset_id=asset_id, wallet_id=wallet_id, delta=delta, effective_date=effective_date, note=note)
   287|    record_audit_event(
   288|        conn,
   289|        source="crypto_manage",
   290|        action="crypto_manual_adjustment",
   291|        entity_type="crypto_transaction",
   292|        entity_id=tx_id,
   293|        old_values={"asset_id": asset_id, "wallet_id": wallet_id, "quantity": decimal_text(before)},
   294|        new_values={"asset_id": asset_id, "wallet_id": wallet_id, "quantity": decimal_text(new_quantity), "delta": decimal_text(delta)},
   295|        user_text_note=note,
   296|        confirmed=True,
   297|        created_by="dashboard",
   298|    )
   299|    if before != 0 and (new_quantity / before >= Decimal("10") or new_quantity == 0):
   300|        create_alert(
   301|            conn,
   302|            priority="hinweis",
   303|            category="crypto",
   304|            entity_type="crypto_transaction",
   305|            entity_id=tx_id,
   306|            rule_id="crypto_manual_adjustment_review",
   307|            message="Manual crypto adjustment should be reviewed because it materially changes the holding.",
   308|            evidence={"asset_id": asset_id, "wallet_id": wallet_id},
   309|            fingerprint="manual_adjustment_review",
   310|        )
   311|    conn.commit()
   312|    return CryptoManageResult(asset_id=asset_id, wallet_id=wallet_id, transaction_id=tx_id)
   313|
   314|
   315|def reduce_crypto_position(
   316|    conn: Connection,
   317|    *,
   318|    asset_id: str,
   319|    wallet_id: str,
   320|    reduction_quantity_text: str,
   321|

Use offset=321 to continue reading (showing 1-320 of 377 lines)


     1|from __future__ import annotations
     2|
     3|from dataclasses import dataclass, field
     4|from decimal import Decimal
     5|from sqlite3 import Connection
     6|
     7|from jarvis_finance.audit.log import record_audit_event
     8|from jarvis_finance.imports.common import stable_id, utc_now
     9|from jarvis_finance.quality.alerts import create_alert
    10|
    11|VALID_VERIFICATION_STATUS = {"verified", "stale", "unverified", "estimated"}
    12|
    13|
    14|@dataclass
    15|class CryptoHolding:
    16|    wallet_id: str | None
    17|    asset_id: str
    18|    quantity: Decimal = Decimal("0")
    19|    verification_status: str = "unverified"
    20|    last_verified_at: str | None = None
    21|    legacy_snapshot_value_original: Decimal | None = None
    22|    legacy_snapshot_value_chf: Decimal | None = None
    23|    current_value_chf: Decimal | None = None
    24|    quality_warnings: list[str] = field(default_factory=list)
    25|
    26|
    27|@dataclass
    28|class CryptoHoldingsResult:
    29|    wallet_holdings: dict[tuple[str, str], CryptoHolding] = field(default_factory=dict)
    30|    total_by_asset: dict[str, CryptoHolding] = field(default_factory=dict)
    31|
    32|
    33|def _d(value: object, default: str = "0") -> Decimal:
    34|    if value is None or str(value).strip() == "":
    35|        return Decimal(default)
    36|    return Decimal(str(value))
    37|
    38|
    39|def _ds(value: Decimal | None) -> str | None:
    40|    return format(value, "f") if value is not None else None
    41|
    42|
    43|def _ensure_holding(result: CryptoHoldingsResult, wallet_id: str, asset_id: str) -> CryptoHolding:
    44|    return result.wallet_holdings.setdefault((wallet_id, asset_id), CryptoHolding(wallet_id=wallet_id, asset_id=asset_id))
    45|
    46|
    47|def _ensure_total(result: CryptoHoldingsResult, asset_id: str) -> CryptoHolding:
    48|    return result.total_by_asset.setdefault(asset_id, CryptoHolding(wallet_id=None, asset_id=asset_id))
    49|
    50|
    51|def create_initial_holding_snapshot(
    52|    conn: Connection,
    53|    *,
    54|    asset_id: str,
    55|    wallet_id: str,
    56|    quantity: Decimal,
    57|    verification_status: str,
    58|    note: str,
    59|    last_verified_at: str | None = None,
    60|    legacy_snapshot_value_original: Decimal | None = None,
    61|    legacy_snapshot_value_chf: Decimal | None = None,
    62|    legacy_snapshot_currency: str | None = None,
    63|    legacy_snapshot_date: str | None = None,
    64|) -> str:
    65|    if quantity < 0:
    66|        raise ValueError("initial holding quantity must be >= 0")
    67|    if verification_status not in VALID_VERIFICATION_STATUS:
    68|        raise ValueError("invalid verification_status")
    69|    if not note.strip():
    70|        raise ValueError("initial holding snapshot requires a note")
    71|    now = utc_now()
    72|    holding_id = stable_id("cryptoholding", asset_id, wallet_id)
    73|    conn.execute(
    74|        """
    75|        INSERT OR REPLACE INTO crypto_holdings(
    76|            crypto_holding_id, asset_id, wallet_id, quantity, acquisition_source,
    77|            last_verified_at, verification_status, legacy_snapshot_value_original,
    78|            legacy_snapshot_value_chf, legacy_snapshot_currency, legacy_snapshot_date,
    79|            notes, created_at, updated_at
    80|        ) VALUES (?, ?, ?, ?, 'initial_snapshot', ?, ?, ?, ?, ?, ?, ?,
    81|                  COALESCE((SELECT created_at FROM crypto_holdings WHERE crypto_holding_id=?), ?), ?)
    82|        """,
    83|        (
    84|            holding_id, asset_id, wallet_id, _ds(quantity), last_verified_at, verification_status,
    85|            _ds(legacy_snapshot_value_original),
    86|            _ds(legacy_snapshot_value_chf),
    87|            legacy_snapshot_currency, legacy_snapshot_date, note, holding_id, now, now,
    88|        ),
    89|    )
    90|    record_audit_event(
    91|        conn,
    92|        source="crypto_holdings",
    93|        action="initial_crypto_holding_snapshot",
    94|        entity_type="crypto_holding",
    95|        entity_id=holding_id,
    96|        new_values={"asset_id": asset_id, "wallet_id": wallet_id, "quantity": _ds(quantity), "verification_status": verification_status},
    97|        user_text_note=note,
    98|        confirmed=True,
    99|        created_by="system",
   100|    )
   101|    conn.commit()
   102|    return holding_id
   103|
   104|
   105|def _apply_delta(result: CryptoHoldingsResult, wallet_id: str, asset_id: str, delta: Decimal) -> None:
   106|    holding = _ensure_holding(result, wallet_id, asset_id)
   107|    holding.quantity += delta
   108|    total = _ensure_total(result, asset_id)
   109|    total.quantity += delta
   110|
   111|
   112|def calculate_crypto_holdings(conn: Connection) -> CryptoHoldingsResult:
   113|    result = CryptoHoldingsResult()
   114|    for row in conn.execute("SELECT * FROM crypto_holdings ORDER BY wallet_id, asset_id").fetchall():
   115|        holding = _ensure_holding(result, row["wallet_id"], row["asset_id"])
   116|        holding.quantity += _d(row["quantity"])
   117|        holding.verification_status = row["verification_status"]
   118|        holding.last_verified_at = row["last_verified_at"]
   119|        holding.legacy_snapshot_value_original = _d(row["legacy_snapshot_value_original"]) if row["legacy_snapshot_value_original"] is not None else None
   120|        holding.legacy_snapshot_value_chf = _d(row["legacy_snapshot_value_chf"]) if row["legacy_snapshot_value_chf"] is not None else None
   121|        total = _ensure_total(result, row["asset_id"])
   122|        total.quantity += _d(row["quantity"])
   123|    rows = conn.execute("SELECT * FROM crypto_transactions ORDER BY transaction_datetime, created_at, crypto_transaction_id").fetchall()
   124|    for row in rows:
   125|        asset_id = row["asset_id"]
   126|        qty = _d(row["quantity"])
   127|        fee_qty = _d(row["fee_quantity"])
   128|        t = row["transaction_type"]
   129|        if t == "transfer":
   130|            _apply_delta(result, row["from_wallet_id"], asset_id, -(qty + fee_qty))
   131|            _apply_delta(result, row["to_wallet_id"], asset_id, qty)
   132|        elif t == "buy":
   133|            _apply_delta(result, row["to_wallet_id"], asset_id, qty - fee_qty)
   134|        elif t == "sell":
   135|            _apply_delta(result, row["from_wallet_id"], asset_id, -(qty + fee_qty))
   136|        elif t == "fee":
   137|            _apply_delta(result, row["from_wallet_id"], asset_id, -fee_qty)
   138|        elif t == "manual_adjustment":
   139|            if row["to_wallet_id"]:
   140|                _apply_delta(result, row["to_wallet_id"], asset_id, qty)
   141|            elif row["from_wallet_id"]:
   142|                _apply_delta(result, row["from_wallet_id"], asset_id, -qty)
   143|    for asset in conn.execute("SELECT asset_id, symbol, coingecko_id FROM crypto_assets").fetchall():
   144|        if not asset["coingecko_id"]:
   145|            msg = "Crypto asset has no CoinGecko ID; current valuation is unavailable."
   146|            for holding in [h for h in result.wallet_holdings.values() if h.asset_id == asset["asset_id"]]:
   147|                holding.quality_warnings.append("missing_coingecko_id")
   148|            create_alert(
   149|                conn,
   150|                priority="warnung",
   151|                category="crypto",
   152|                entity_type="crypto_asset",
   153|                entity_id=asset["asset_id"],
   154|                rule_id="missing_coingecko_id",
   155|                message=msg,
   156|                evidence={"symbol": asset["symbol"]},
   157|                fingerprint="missing_coingecko_id",
   158|            )
   159|    conn.commit()
   160|    return result
   161|


terminal

PYTHONPATH=src python - <<'PY'
from jarvis_finance.config.settings import load_settings
from jarvis_finance.storage.database import connect
from jarvis_finance.storage.migrations import apply_migrations
s=load_settings(); c=connect(s.db_path); apply_migrations(c)
for t in ['crypto_assets','crypto_wallets','crypto_holdings','audit_log','import_sessions']:
    try:
      cols=c.execute(f'PRAGMA table_info({t})').fetchall(); print(t, [col['name']+':'+col['type'] for col in cols])
      print('count', c.execute(f'SELECT COUNT(*) n FROM {t}').fetchone()['n'])
    except Exception as e: print(t,e)
PY


Output:
crypto_assets ['asset_id:TEXT', 'coin_name:TEXT', 'symbol:TEXT', 'coingecko_id:TEXT', 'network_chain_default:TEXT', 'is_stablecoin:INTEGER', 'price_provider_primary:TEXT', 'price_provider_fallback:TEXT', 'is_active:INTEGER', 'notes:TEXT', 'created_at:TEXT', 'updated_at:TEXT']
count 20
crypto_wallets ['wallet_id:TEXT', 'wallet_name:TEXT', 'wallet_type:TEXT', 'platform_provider:TEXT', 'network_chain:TEXT', 'wallet_address:TEXT', 'owner:TEXT', 'is_active:INTEGER', 'last_verified_at:TEXT', 'notes:TEXT', 'created_at:TEXT', 'updated_at:TEXT']
count 8
crypto_holdings ['crypto_holding_id:TEXT', 'asset_id:TEXT', 'wallet_id:TEXT', 'quantity:TEXT', 'acquisition_source:TEXT', 'last_verified_at:TEXT', 'verification_status:TEXT', 'legacy_snapshot_value_original:TEXT', 'legacy_snapshot_value_chf:TEXT', 'legacy_snapshot_currency:TEXT', 'legacy_snapshot_date:TEXT', 'notes:TEXT', 'created_at:TEXT', 'updated_at:TEXT']
count 27
audit_log ['audit_id:TEXT', 'timestamp:TEXT', 'source:TEXT', 'action:TEXT', 'entity_type:TEXT', 'entity_id:TEXT', 'old_values_json:TEXT', 'new_values_json:TEXT', 'user_text_note:TEXT', 'original_input_text:TEXT', 'confirmed:INTEGER', 'confirmation_timestamp:TEXT', 'auto_parsed:INTEGER', 'parse_confidence:NUMERIC', 'created_by:TEXT', 'quality_status:TEXT', 'created_at:TEXT']
count 56
import_sessions ['import_session_id:TEXT', 'import_type:TEXT', 'source_filename:TEXT', 'source_hash:TEXT', 'started_at:TEXT', 'finished_at:TEXT', 'status:TEXT', 'rows_total:INTEGER', 'rows_imported:INTEGER', 'rows_failed:INTEGER', 'errors_json:TEXT', 'notes:TEXT']
count 3


Explanation:
**Checking BTC assets**

I'm considering whether BTC really exists in the current context. The user mentions there are only 20 active cryptocurrencies — maybe BTC isn't included? I think I need to verify the aggregate data and determine if I can print labels. It seems reasonable to avoid showing quantities for now. If necessary, I could inspect the exact names locally, but I don't want to jump to conclusions without confirming.

PYTHONPATH=src python - <<'PY'
from jarvis_finance.config.settings import load_settings
from jarvis_finance.storage.database import connect
c=connect(load_settings().db_path)
for r in c.execute("SELECT asset_id, coin_name, symbol, coingecko_id FROM crypto_assets WHERE upper(symbol)='BTC' OR coingecko_id='bitcoin' OR lower(coin_name)='bitcoin'"):
 print(dict(r))
print('wallets')
for r in c.execute("SELECT wallet_id,wallet_name,wallet_type,platform_provider FROM crypto_wallets ORDER BY wallet_name"):
 print(dict(r))
PY


Output:
{'asset_id': 'cryptoasset_8a4782e68d4ff24fd473be11', 'coin_name': 'Bitcoin', 'symbol': 'BTC', 'coingecko_id': 'bitcoin'}
wallets
{'wallet_id': 'wallet_59bba357145ca539dcd1ac95', 'wallet_name': 'Binance', 'wallet_type': 'Exchange', 'platform_provider': 'Binance'}
{'wallet_id': 'wallet_f80f21938e5248ec70b870ac', 'wallet_name': 'Coinbase', 'wallet_type': 'Exchange', 'platform_provider': 'Coinbase'}
{'wallet_id': 'wallet_fb62bfa9418c3411ee9eeb5d', 'wallet_name': 'Firefly IOTA Wallet', 'wallet_type': 'Software Wallet', 'platform_provider': 'Firefly'}
{'wallet_id': 'wallet_d775d06f5d60c7ca04e788e9', 'wallet_name': 'KuCoin', 'wallet_type': 'Exchange', 'platform_provider': 'KuCoin'}
{'wallet_id': 'wallet_349ea085e7c763adbad98208', 'wallet_name': 'MetaMask', 'wallet_type': 'DeFi', 'platform_provider': 'MetaMask'}
{'wallet_id': 'wallet_716284556b6168ce643d7011', 'wallet_name': 'Nami Wallet', 'wallet_type': 'Software Wallet', 'platform_provider': 'Nami'}
{'wallet_id': 'wallet_f2fc2ca1c828421ad249ee37', 'wallet_name': 'SwissBorg', 'wallet_type': 'Exchange', 'platform_provider': 'SwissBorg'}
{'wallet_id': 'wallet_3ff2858729f2b45aa3807f0f', 'wallet_name': 'Yoroi Wallet', 'wallet_type': 'Software Wallet', 'platform_provider': 'Yoroi'}


PYTHONPATH=src python - <<'PY'
from jarvis_finance.config.settings import load_settings
from jarvis_finance.storage.database import connect
c=connect(load_settings().db_path)
a=c.execute("SELECT asset_id FROM crypto_assets WHERE coingecko_id='bitcoin'").fetchone()['asset_id']
print('btc_holdings', c.execute('SELECT COUNT(*) n FROM crypto_holdings WHERE asset_id=?',(a,)).fetchone()['n'])
print('dupes', c.execute('SELECT COUNT(*) n FROM (SELECT asset_id,wallet_id,COUNT(*) c FROM crypto_holdings GROUP BY asset_id,wallet_id HAVING c>1)').fetchone()['n'])
PY


Output:
btc_holdings 2
dupes 0


Explanation:
**Inspecting BTC import process**

The user seems to want to import BTC, but maybe they’ve already imported two holdings. I’ll need to compare this in Excel. Using a script to aggregate data sounds like a plan, and I think I can read the xlsx headers with openpyxl. I want to avoid showing actual quantities in the user’s final output, but I can display labels. So, I’ll start by checking the workbook structure, focusing only on headers and row counts.

python - <<'PY'
from pathlib import Path
p=Path('/home/agent/jarvis_runtime/finance-system/imports/tmp_btc_test/crypto_coins_source.xlsx')
print('exists', p.exists(), 'outside_repo', not str(p).startswith('/home/agent/.hermes/repos/FinanceManager'))
try:
 import openpyxl
 print('openpyxl yes')
 wb=openpyxl.load_workbook(p, read_only=True, data_only=True)
 print('sheets', wb.sheetnames)
 for ws in wb.worksheets:
   rows=list(ws.iter_rows(values_only=True, max_row=5))
   print('sheet', ws.title, 'max_row', ws.max_row, 'max_col', ws.max_column)
   for i,row in enumerate(rows,1):
     # print non-sensitive header-ish strings only
     print(' row', i, [str(x)[:40] if x is not None and not isinstance(x,(int,float)) else ('NUM' if isinstance(x,(int,float)) else None) for x in row[:20]])
except Exception as e:
 print('err', type(e).__name__, e)
PY


Output:
exists True outside_repo True
openpyxl yes
sheets ['2024']
sheet 2024 max_row 53 max_col 17
 row 1 [None, '2025-12-31 00:00:00', None, None, None, None, None, None, None, None, 'USD / CHF', 'NUM', None, None, None, None, None]
 row 2 [None, 'Swissborg', 'Coinbase', 'Binance', 'KuCoin', 'Metamask', 'FireFly IOTA', 'Yoloi Wallet', 'Nami Wallet', 'Total Coins', 'CHF 31.12.2025', 'Wert pro 1 Coin', None, None, None, None, None]
 row 3 ['AAVE', 'NUM', None, None, None, None, None, None, None, 'NUM', 'NUM', 'NUM', 'NUM', None, None, None, None]
 row 4 ['ADA Cardano', 'NUM', None, 'NUM', 'NUM', None, None, 'NUM', 'NUM', 'NUM', 'NUM', 'NUM', 'NUM', 'NUM', 'NUM', 'NUM', 'NUM']
 row 5 ['Amp', None, 'NUM', None, None, None, None, None, None, 'NUM', 'NUM', 'NUM', 'NUM', None, None, None, None]