feat(#73): publish trustworthy first usage history

- Schema migration 1-2: add segment_id to samples, unattributed bytes to day_aggregates

- Collector now derives hour observations and day aggregates from sample pairs

- Cross-hour deltas tracked as unattributed (no proportional allocation)

- Display states: 0 samples -> awaiting first, 1 sample -> awaiting another

- Monitoring period ensured open on each collection run

- Derivation failures preserve prior history

Closes #73
This commit is contained in:
xavierk
2026-09-14 03:19:08 +05:30
parent f406285a0f
commit d790ff84c5
7 changed files with 1074 additions and 26 deletions
+40 -5
View File
@@ -16,6 +16,8 @@ from pathlib import Path
from typing import Any, Dict, Optional, Tuple
from .store import init_store, get_store_path
from .monitoring_periods import ensure_period_open
from .derive import find_previous_sample, derive_hours_from_interval
class AcquisitionError(Exception):
@@ -221,7 +223,11 @@ def write_sample(
open_segment(conn, now, identity, identity_key, identity_degraded)
segment_opened = True
# Insert sample
# Get current segment_id for provenance
current_segment = find_current_segment(conn)
segment_id = current_segment["id"] if current_segment else None
# Insert sample with segment_id
cursor = conn.execute(
"""
INSERT INTO samples (
@@ -229,8 +235,8 @@ def write_sample(
percentage_used, available_spare, media_errors, power_on_hours,
power_cycles, unsafe_shutdowns, temperature_c,
data_units_written, data_units_read, bytes_written, bytes_read,
critical_warning
) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
critical_warning, segment_id
) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
""",
(
sample["ts"],
@@ -252,6 +258,7 @@ def write_sample(
sample["bytes_written"],
sample["bytes_read"],
sample["critical_warning"],
segment_id,
),
)
@@ -262,6 +269,7 @@ def write_sample(
"segment_reason": reason,
"identity_key": identity_key,
"identity_degraded": identity_degraded,
"segment_id": segment_id,
}
@@ -303,11 +311,38 @@ def run_collection(
try:
# Ensure monitoring period is open (issue #73 AC2)
ensure_period_open(conn, clock.utcnow())
# Validate invariants
validate_sample_invariants(sample, conn)
# Write sample
write_sample(sample, identity, conn, clock)
# Write sample and get segment info
seg_info = write_sample(sample, identity, conn, clock)
# Derive hour observations from interval with previous sample
try:
# Find the sample we just wrote
cursor = conn.execute("SELECT id FROM samples ORDER BY id DESC LIMIT 1")
current_id = cursor.fetchone()[0]
prev = find_previous_sample(conn, seg_info.get("segment_id"), current_id)
if prev is not None:
# Build current sample dict for derivation
current = {
"id": current_id,
"ts": sample["ts"],
"bytes_written": sample["bytes_written"],
"bytes_read": sample["bytes_read"],
"power_on_hours": sample["power_on_hours"],
"temperature_c": sample["temperature_c"],
"data_units_written": sample["data_units_written"],
"data_units_read": sample["data_units_read"],
}
derive_hours_from_interval(conn, prev, current)
except Exception:
# Derivation failure must not prevent sample persistence (issue #73 AC6)
pass
return {
"ok": True,
+237
View File
@@ -0,0 +1,237 @@
"""Interval derivation: samples → hour observations → day aggregates.
After each collection run, the collector calls into this module to:
1. Find the previous sample in the same segment
2. Compute deltas (bytes, POH, temperature)
3. Classify the hour(s) the interval spans
4. Write/update hour_observations for each affected hour
5. Update day_aggregates with unattributed cross-hour bytes
Cross-hour deltas are retained once with unknown shares explicit (issue #73 AC4).
No proportional allocation, endpoint assignment, or double counting.
"""
import sqlite3
from datetime import datetime, timedelta, timezone
from typing import Any, Dict, List, Optional, Tuple
from .hour_classify import classify_hour, HourSplit
def find_previous_sample(
conn: sqlite3.Connection,
segment_id: Optional[int],
current_sample_id: int,
) -> Optional[Dict[str, Any]]:
"""Find the most recent sample before current_sample_id in the same segment.
Returns None if no previous sample exists (first sample in segment).
"""
if segment_id is not None:
cursor = conn.execute(
"SELECT id, ts, bytes_written, bytes_read, power_on_hours, "
" temperature_c, data_units_written, data_units_read "
"FROM samples WHERE id < ? AND segment_id = ? "
"ORDER BY id DESC LIMIT 1",
(current_sample_id, segment_id),
)
else:
cursor = conn.execute(
"SELECT id, ts, bytes_written, bytes_read, power_on_hours, "
" temperature_c, data_units_written, data_units_read "
"FROM samples WHERE id < ? "
"ORDER BY id DESC LIMIT 1",
(current_sample_id,),
)
row = cursor.fetchone()
if row is None:
return None
return {
"id": row[0], "ts": row[1], "bytes_written": row[2],
"bytes_read": row[3], "power_on_hours": row[4],
"temperature_c": row[5], "data_units_written": row[6],
"data_units_read": row[7],
}
def _parse_ts(ts: str) -> datetime:
"""Parse ISO timestamp to datetime with UTC."""
dt = datetime.fromisoformat(ts)
if dt.tzinfo is None:
dt = dt.replace(tzinfo=timezone.utc)
return dt
def _hour_floor(dt: datetime) -> datetime:
"""Floor a datetime to its UTC hour boundary."""
return dt.replace(minute=0, second=0, microsecond=0)
def _hours_spanned(start: datetime, end: datetime) -> List[datetime]:
"""Return list of UTC hour boundaries spanned by [start, end)."""
hours = []
h = _hour_floor(start)
while h < end:
hours.append(h)
h += timedelta(hours=1)
return hours
def _compute_sampled_seconds_in_hour(
start: datetime, end: datetime, hour_start: datetime
) -> int:
"""How many seconds of the sample interval fall within this hour."""
hour_end = hour_start + timedelta(hours=1)
effective_start = max(start, hour_start)
effective_end = min(end, hour_end)
if effective_start >= effective_end:
return 0
return int((effective_end - effective_start).total_seconds())
def derive_hours_from_interval(
conn: sqlite3.Connection,
prev_sample: Dict[str, Any],
next_sample: Dict[str, Any],
) -> List[Dict[str, Any]]:
"""Derive hour observations from a sample pair interval.
Returns list of hour observation dicts that were written/updated.
"""
prev_ts = _parse_ts(prev_sample["ts"])
next_ts = _parse_ts(next_sample["ts"])
# Deltas
bw_delta = max(0, next_sample["bytes_written"] - prev_sample["bytes_written"])
br_delta = max(0, next_sample["bytes_read"] - prev_sample["bytes_read"])
poh_delta_s = max(0, (next_sample["power_on_hours"] - prev_sample["power_on_hours"])) * 3600
hours = _hours_spanned(prev_ts, next_ts)
total_span_s = int((next_ts - prev_ts).total_seconds())
results = []
if len(hours) == 1:
# Same-hour interval: fully attributed to this hour
hour_key = hours[0].strftime("%Y-%m-%dT%H:00:00+00:00")
sampled_s = total_span_s
# Classify hour
split = classify_hour(
wall_clock_seconds=3600,
poh_delta=poh_delta_s,
duw_delta=bw_delta,
dur_delta=br_delta,
sampled_seconds=sampled_s,
)
_upsert_hour_observation(
conn, hour_key, split,
bw_delta, br_delta,
prev_sample.get("temperature_c"), next_sample.get("temperature_c"),
2, # 2 samples contributed (prev + next)
)
results.append({"hour": hour_key, "bytes_written": bw_delta, "attributed": True})
elif len(hours) >= 2:
# Cross-hour interval: split wall-clock time, bytes unattributed
for h in hours:
hour_key = h.strftime("%Y-%m-%dT%H:00:00+00:00")
sampled_s = _compute_sampled_seconds_in_hour(prev_ts, next_ts, h)
# For cross-hour, we classify based on time only (no byte attribution)
# The hour gets its time split but NOT the byte delta
split = classify_hour(
wall_clock_seconds=3600,
poh_delta=0, # POH attribution unknown for cross-hour
duw_delta=0, # Bytes unattributed
dur_delta=0,
sampled_seconds=sampled_s,
)
_upsert_hour_observation(
conn, hour_key, split,
0, 0, # No byte attribution for cross-hour
None, None,
0, # No sample falls IN this hour
)
results.append({"hour": hour_key, "bytes_written": 0, "attributed": False})
# Track unattributed bytes at day level
_add_unattributed_bytes(conn, prev_ts, next_ts, bw_delta, br_delta)
return results
def _upsert_hour_observation(
conn: sqlite3.Connection,
hour_key: str,
split: HourSplit,
bw_delta: int,
br_delta: int,
temp_min: Optional[int],
temp_max: Optional[int],
sample_count: int,
) -> None:
"""Insert or update an hour observation."""
# Check if hour exists
existing = conn.execute(
"SELECT id, bytes_written_delta, sample_count FROM hour_observations WHERE hour = ?",
(hour_key,),
).fetchone()
if existing is None:
temp_avg = ((temp_min or 0) + (temp_max or 0)) / 2 if temp_min is not None else None
coverage = (split.seconds_active + split.seconds_idle + split.seconds_powered_off) / 3600.0
conn.execute(
"""INSERT INTO hour_observations
(hour, active_seconds, idle_seconds, powered_off_seconds, unknown_seconds,
bytes_written_delta, bytes_read_delta,
temperature_min, temperature_avg, temperature_max,
sample_count, coverage)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
(hour_key, split.seconds_active, split.seconds_idle,
split.seconds_powered_off, split.seconds_unknown,
bw_delta, br_delta,
temp_min, temp_avg, temp_max,
sample_count, coverage),
)
else:
# Merge: accumulate bytes and sample count
new_bw = existing[1] + bw_delta
new_samples = existing[2] + sample_count
conn.execute(
"UPDATE hour_observations SET bytes_written_delta = ?, sample_count = ? WHERE id = ?",
(new_bw, new_samples, existing[0]),
)
conn.commit()
def _add_unattributed_bytes(
conn: sqlite3.Connection,
prev_ts: datetime,
next_ts: datetime,
bw_delta: int,
br_delta: int,
) -> None:
"""Add unattributed byte deltas to day aggregates for each day touched."""
prev_day = prev_ts.strftime("%Y-%m-%d")
next_day = next_ts.strftime("%Y-%m-%d")
days = {prev_day, next_day}
for day in days:
existing = conn.execute(
"SELECT id FROM day_aggregates WHERE day = ?", (day,)
).fetchone()
if existing is None:
conn.execute(
"INSERT INTO day_aggregates (day, unattributed_bytes_written, unattributed_bytes_read) "
"VALUES (?, ?, ?)",
(day, bw_delta, br_delta),
)
else:
conn.execute(
"UPDATE day_aggregates SET unattributed_bytes_written = unattributed_bytes_written + ?, "
"unattributed_bytes_read = unattributed_bytes_read + ? WHERE day = ?",
(bw_delta, br_delta, day),
)
conn.commit()
+24 -2
View File
@@ -331,7 +331,8 @@ def check_retired_flag(flag: str) -> Optional[str]:
def _format_projection(proj, freshness: str, service: Dict[str, Any],
drive_facts: List[str], config_error: Optional[str],
store_fault: Optional[str], newer_schema: Optional[str],
journal_hint: Optional[str]) -> str:
journal_hint: Optional[str],
sample_count: int = 0, day_count: int = 0) -> str:
"""Format the complete status output."""
lines = []
@@ -361,6 +362,16 @@ def _format_projection(proj, freshness: str, service: Dict[str, Any],
_append_service_facts(lines, service)
return "\n".join(lines)
# --- Single sample: awaiting another sample (issue #73 AC3) ---
# Only show awaiting state when there are no day aggregates (e.g., legacy import
# or hand-crafted stores can have 1 sample but sufficient day data for projection)
if sample_count <= 1 and day_count == 0:
lines.append("awaiting another sample")
lines.append("")
lines.append("Collecting usage data — the first projection requires at least two samples.")
_append_service_facts(lines, service)
return "\n".join(lines)
# --- Projection headline ---
headline = _format_headline(proj)
lines.append(headline)
@@ -598,6 +609,17 @@ def get_status(store_path: Optional[Path] = None, clock_now: Optional[datetime]
freshness = grade_freshness(newest_ts, clock_now)
# --- Sample count for single-sample state (issue #73 AC3) ---
sample_count = 0
day_count = 0
try:
cursor = conn.execute("SELECT COUNT(*) FROM samples")
sample_count = cursor.fetchone()[0]
cursor = conn.execute("SELECT COUNT(*) FROM day_aggregates")
day_count = cursor.fetchone()[0]
except sqlite3.Error:
pass
# Freshness age for the service fact
freshness_age_s = None
if newest_ts:
@@ -637,7 +659,7 @@ def get_status(store_path: Optional[Path] = None, clock_now: Optional[datetime]
# --- Compose output ---
result = _format_projection(
proj, freshness, service, drive_facts, config_error,
None, None, journal_hint,
None, None, journal_hint, sample_count, day_count,
)
conn.close()
+33 -8
View File
@@ -12,7 +12,7 @@ from typing import Optional
# Schema version - increment on each migration
SCHEMA_VERSION = 1
SCHEMA_VERSION = 2
# Packaged default placement (spec §8.3). The config may override it, but a
@@ -106,7 +106,8 @@ def _create_schema(conn: sqlite3.Connection):
data_units_read INTEGER,
bytes_written INTEGER,
bytes_read INTEGER,
critical_warning INTEGER
critical_warning INTEGER,
segment_id INTEGER
)
""")
@@ -141,7 +142,9 @@ def _create_schema(conn: sqlite3.Connection):
bytes_written_delta INTEGER DEFAULT 0,
bytes_read_delta INTEGER DEFAULT 0,
sample_count INTEGER DEFAULT 0,
coverage REAL DEFAULT 0.0
coverage REAL DEFAULT 0.0,
unattributed_bytes_written INTEGER DEFAULT 0,
unattributed_bytes_read INTEGER DEFAULT 0
)
""")
@@ -207,11 +210,25 @@ def _apply_migrations(conn: sqlite3.Connection, current_version: int):
Spec: §3.6, §10.2
"""
# Migration 1→2: example placeholder
# if current_version < 2:
# conn.execute("ALTER TABLE ...")
# current_version = 2
pass
# Migration 1→2: add segment_id provenance to samples,
# unattributed byte tracking to day_aggregates (issue #73)
if current_version < 2:
# Defensive: only ALTER if table exists (handles minimal v1 stores)
tables = {row[0] for row in conn.execute(
"SELECT name FROM sqlite_master WHERE type='table'"
).fetchall()}
if "samples" in tables:
# Check if column already exists (idempotent)
cols = {row[1] for row in conn.execute("PRAGMA table_info(samples)").fetchall()}
if "segment_id" not in cols:
conn.execute("ALTER TABLE samples ADD COLUMN segment_id INTEGER")
if "day_aggregates" in tables:
cols = {row[1] for row in conn.execute("PRAGMA table_info(day_aggregates)").fetchall()}
if "unattributed_bytes_written" not in cols:
conn.execute("ALTER TABLE day_aggregates ADD COLUMN unattributed_bytes_written INTEGER DEFAULT 0")
if "unattributed_bytes_read" not in cols:
conn.execute("ALTER TABLE day_aggregates ADD COLUMN unattributed_bytes_read INTEGER DEFAULT 0")
current_version = 2
def migrate_to_latest(store_path: Path) -> int:
@@ -239,6 +256,14 @@ def migrate_to_latest(store_path: Path) -> int:
conn.close()
return 0 # Already up to date
# Version 0 means no schema — create fresh (issue #73)
if current_version == 0:
_create_schema(conn)
conn.execute(f"PRAGMA user_version={SCHEMA_VERSION}")
conn.commit()
conn.close()
return SCHEMA_VERSION
steps = SCHEMA_VERSION - current_version
_apply_migrations(conn, current_version)
conn.execute(f"PRAGMA user_version={SCHEMA_VERSION}")
+24 -7
View File
@@ -447,15 +447,32 @@ class FenrisTuiApp(App):
def _render_all_regions(self, conn: sqlite3.Connection) -> None:
"""Render all four regions from live store data."""
# --- Headline band (§7.2) ---
# --- Sample count for single-sample state (issue #73 AC3) ---
try:
proj = compute_projection(conn, self._clock_now)
headline = self._format_headline(proj)
confidence = self._format_confidence(proj)
scenario = self._format_scenario(proj)
self._render_headline(headline + "\n" + confidence + "\n" + scenario)
cursor = conn.execute("SELECT COUNT(*) FROM samples")
sample_count = cursor.fetchone()[0]
cursor = conn.execute("SELECT COUNT(*) FROM day_aggregates")
day_count = cursor.fetchone()[0]
except Exception:
self._render_headline("[bold]No projection available[/bold]")
sample_count = 0
day_count = 0
# --- Headline band (§7.2) ---
if sample_count <= 1 and day_count == 0:
# Single sample: awaiting another sample
self._render_headline(
"[bold]Awaiting another sample[/bold]\n\n"
"Collecting usage data — the first projection requires at least two samples."
)
else:
try:
proj = compute_projection(conn, self._clock_now)
headline = self._format_headline(proj)
confidence = self._format_confidence(proj)
scenario = self._format_scenario(proj)
self._render_headline(headline + "\n" + confidence + "\n" + scenario)
except Exception:
self._render_headline("[bold]No projection available[/bold]")
# --- Usage-history pane (§7.2 left) ---
history = _query_usage_history(conn)
+712
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@@ -0,0 +1,712 @@
"""Collector history tracer tests (issue #73).
Tests the end-to-end history pipeline: sample acquisition → interval
derivation → hour observation → day aggregate, with concurrent-read
safety, cross-hour handling, and display states.
Seams:
- write side: run_collection() → observation store
- read side: get_status(), compute_projection() → observation store
"""
import os
import sqlite3
from datetime import datetime, timedelta, timezone
from pathlib import Path
from typing import Any, Dict
import pytest
import sys
sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
from fenris.collector import run_collection, normalize_identity
from fenris.store import init_store, get_store_path, SCHEMA_VERSION
from fenris.monitoring_periods import ensure_period_open, close_period, get_open_period
from fenris.day_aggregate import derive_day, derive_all_days
# ---------------------------------------------------------------------------
# Fixtures
# ---------------------------------------------------------------------------
@pytest.fixture
def smartctl_fixture() -> Dict[str, Any]:
"""Minimal smartctl -a -j output with required fields."""
return {
"json_format_version": [1, 0],
"smartctl": {"version": [7, 3], "svn_revision": "5155", "build_info": "(local build)"},
"nvme_smart_health_information_log": {
"critical_warning": 0,
"temperature": 35,
"available_spare": 100,
"available_spare_threshold": 10,
"percentage_used": 5,
"data_units_written": 12345678,
"data_units_read": 9876543,
"power_on_hours": 8765,
"power_cycles": 1234,
"unsafe_shutdowns": 5,
"media_errors": 0,
"num_err_log_entries": 0,
},
"user_capacity": {"bytes": 1024000000000, "units": "bytes"},
"model_name": "Samsung SSD 970 EVO Plus 1TB",
"serial_number": "S4EWNX0N123456",
"firmware_version": "2B2QEXM7",
}
@pytest.fixture
def sysfs_fixture_tree(tmp_path: Path) -> Path:
"""Create a minimal sysfs fixture tree with controller identity."""
ctrl_dir = tmp_path / "sys" / "class" / "nvme" / "nvme0"
ctrl_dir.mkdir(parents=True)
(ctrl_dir / "subsysnqn").write_text("nqn.2014-08.org.nvmexpress:uuid:12345678-1234-1234-1234-123456789abc\n")
(ctrl_dir / "model").write_text("Samsung SSD 970 EVO Plus 1TB\n")
(ctrl_dir / "serial").write_text("S4EWNX0N123456\n")
(ctrl_dir / "firmware_rev").write_text("2B2QEXM7\n")
transport_dir = ctrl_dir / "transport"
transport_dir.mkdir()
(transport_dir / "address").write_text("0000:03:00.0")
(transport_dir / "trstring").write_text("pcie")
return tmp_path
@pytest.fixture
def config_fixture(tmp_path: Path) -> Dict[str, Any]:
"""Configuration fixture naming the device."""
return {
"device": "/dev/nvme0",
"store_path": str(tmp_path / "observations.db"),
}
class FakeClock:
"""Injected clock returning controlled time."""
def __init__(self, initial: datetime):
self.now = initial
def utcnow(self):
return self.now
def advance(self, **kwargs):
self.now = self.now + timedelta(**kwargs)
# ---------------------------------------------------------------------------
# Schema migration: existing data readable at real precision
# ---------------------------------------------------------------------------
class TestSchemaMigration:
"""Schema migration 1→2 preserves existing data (issue #73 AC1)."""
def test_migration_bumps_version(self, tmp_path):
"""Migration from v1 to v2 succeeds."""
from fenris.store import migrate_to_latest, SCHEMA_VERSION
# Create a v1 store directly (simulating pre-migration state)
db = tmp_path / "test.db"
conn = sqlite3.connect(str(db))
conn.execute("PRAGMA journal_mode=WAL")
# Create v1 schema manually
conn.execute("""
CREATE TABLE samples (
id INTEGER PRIMARY KEY AUTOINCREMENT,
ts TEXT NOT NULL,
device TEXT NOT NULL,
subnqn TEXT, sn TEXT, mn TEXT, fr TEXT,
capacity_bytes INTEGER, percentage_used INTEGER,
available_spare INTEGER, media_errors INTEGER,
power_on_hours INTEGER, power_cycles INTEGER,
unsafe_shutdowns INTEGER, temperature_c INTEGER,
data_units_written INTEGER, data_units_read INTEGER,
bytes_written INTEGER, bytes_read INTEGER,
critical_warning INTEGER
)
""")
conn.execute("""
CREATE TABLE hour_observations (
id INTEGER PRIMARY KEY AUTOINCREMENT,
hour TEXT NOT NULL UNIQUE,
active_seconds INTEGER DEFAULT 0, idle_seconds INTEGER DEFAULT 0,
powered_off_seconds INTEGER DEFAULT 0, unknown_seconds INTEGER DEFAULT 0,
bytes_written_delta INTEGER DEFAULT 0, bytes_read_delta INTEGER DEFAULT 0,
temperature_min INTEGER, temperature_avg REAL, temperature_max INTEGER,
sample_count INTEGER DEFAULT 0, coverage REAL DEFAULT 0.0
)
""")
conn.execute("""
CREATE TABLE day_aggregates (
id INTEGER PRIMARY KEY AUTOINCREMENT,
day TEXT NOT NULL UNIQUE,
active_seconds INTEGER DEFAULT 0, idle_seconds INTEGER DEFAULT 0,
powered_off_seconds INTEGER DEFAULT 0, unknown_seconds INTEGER DEFAULT 0,
bytes_written_delta INTEGER DEFAULT 0, bytes_read_delta INTEGER DEFAULT 0,
sample_count INTEGER DEFAULT 0, coverage REAL DEFAULT 0.0
)
""")
conn.execute("CREATE TABLE monitoring_periods (id INTEGER PRIMARY KEY AUTOINCREMENT, started_at TEXT NOT NULL, ended_at TEXT, end_cause TEXT)")
conn.execute("CREATE TABLE controller_segments (id INTEGER PRIMARY KEY AUTOINCREMENT, opened_at TEXT NOT NULL, identity_key TEXT, identity_degraded BOOLEAN DEFAULT 0, subnqn TEXT, sn TEXT, mn TEXT, fr TEXT, vid TEXT, ssvid TEXT, transport TEXT)")
conn.execute("CREATE TABLE endurance_baseline (id INTEGER PRIMARY KEY AUTOINCREMENT, tbw_terabytes REAL NOT NULL, source_url TEXT, document_revision TEXT, entry_date TEXT, model_string TEXT, nominal_capacity_bytes INTEGER, validated_by TEXT, verified BOOLEAN DEFAULT 0, created_at TEXT NOT NULL, updated_at TEXT NOT NULL)")
conn.execute("CREATE TABLE store_metadata (key TEXT PRIMARY KEY, value TEXT NOT NULL)")
conn.execute("PRAGMA user_version=1")
conn.execute("INSERT INTO samples (ts, device, mn, sn, fr, capacity_bytes, percentage_used, available_spare, media_errors, power_on_hours, power_cycles, unsafe_shutdowns, temperature_c, data_units_written, data_units_read, bytes_written, bytes_read, critical_warning) VALUES ('2026-09-01T12:00:00+00:00', '/dev/nvme0', 'Test', 'SN', 'FR', 1000000000000, 5, 100, 0, 1000, 100, 0, 35, 1000000, 500000, 512000000000, 256000000000, 0)")
conn.commit()
conn.close()
# Migrate
steps = migrate_to_latest(db)
assert steps == 1
# Verify data preserved
conn = sqlite3.connect(str(db))
row = conn.execute("SELECT ts, mn FROM samples").fetchone()
version = conn.execute("PRAGMA user_version").fetchone()[0]
conn.close()
assert row[0] == "2026-09-01T12:00:00+00:00"
assert row[1] == "Test"
assert version == SCHEMA_VERSION
def test_newer_schema_refused(self, tmp_path):
"""Store with user_version > SCHEMA_VERSION is refused."""
db = tmp_path / "test.db"
conn = sqlite3.connect(str(db))
conn.execute("PRAGMA user_version=%d" % (SCHEMA_VERSION + 1))
conn.commit()
conn.close()
with pytest.raises(ValueError, match="newer Fenris"):
init_store(db)
def test_existing_data_preserved_after_migration(self, config_fixture,
smartctl_fixture,
sysfs_fixture_tree):
"""Existing sample data is not lost or modified by migration."""
clock = FakeClock(datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc))
# Write first sample
run_collection(smartctl_fixture, sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock)
conn = sqlite3.connect(config_fixture["store_path"])
row = conn.execute("SELECT ts, device, bytes_written FROM samples").fetchone()
conn.close()
assert row[0] == "2026-09-01T12:00:00+00:00"
assert row[1] == "/dev/nvme0"
assert row[2] == 12345678 * 512000
# ---------------------------------------------------------------------------
# Collector publishes samples, intervals, hour observations, day aggregates
# ---------------------------------------------------------------------------
class TestCollectorDerivation:
"""Collector derives hour observations and day aggregates (issue #73 AC2)."""
def _make_sample(self, duw_units: int, ts: str) -> Dict[str, Any]:
"""Build a smartctl fixture with specific DUW."""
return {
"json_format_version": [1, 0],
"smartctl": {"version": [7, 3], "svn_revision": "5155", "build_info": "(local build)"},
"nvme_smart_health_information_log": {
"critical_warning": 0,
"temperature": 35,
"available_spare": 100,
"available_spare_threshold": 10,
"percentage_used": 5,
"data_units_written": duw_units,
"data_units_read": 9876543,
"power_on_hours": 8765,
"power_cycles": 1234,
"unsafe_shutdowns": 5,
"media_errors": 0,
"num_err_log_entries": 0,
},
"user_capacity": {"bytes": 1024000000000, "units": "bytes"},
"model_name": "Samsung SSD 970 EVO Plus 1TB",
"serial_number": "S4EWNX0N123456",
"firmware_version": "2B2QEXM7",
}
def test_same_hour_20mb_derives_hour_obs(self, config_fixture, sysfs_fixture_tree):
"""Two samples in same hour with 20 MB delta → hour_obs gets 20 MB."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
# DUW units: 12345678 * 512000 = ~6.3 TB; 20 MB = 20*1024*1024 / 512000 ≈ 40 units
duw1 = 12345678
duw2 = duw1 + 40 # ~20 MB more
clock1 = FakeClock(t1)
s1 = self._make_sample(duw1, t1.isoformat())
r1 = run_collection(s1, sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
assert r1["ok"]
clock2 = FakeClock(t2)
s2 = self._make_sample(duw2, t2.isoformat())
r2 = run_collection(s2, sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
assert r2["ok"]
# Check hour_observation was derived
conn = sqlite3.connect(config_fixture["store_path"])
hour = conn.execute(
"SELECT bytes_written_delta, sample_count FROM hour_observations WHERE hour LIKE '2026-09-01T12%'"
).fetchone()
conn.close()
assert hour is not None, "Hour observation should exist for 12:00"
assert hour[1] >= 2 # at least 2 samples contributed
# bytes_written_delta should be the 20 MB delta (40 * 512000 = 20480000)
assert hour[0] == 40 * 512000
def test_zero_delta_derives_hour_obs(self, config_fixture, sysfs_fixture_tree):
"""Two samples in same hour with no DUW change → 0 B written."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
duw = 12345678 # same for both
clock1 = FakeClock(t1)
s1 = self._make_sample(duw, t1.isoformat())
run_collection(s1, sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
clock2 = FakeClock(t2)
s2 = self._make_sample(duw, t2.isoformat())
run_collection(s2, sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
conn = sqlite3.connect(config_fixture["store_path"])
hour = conn.execute(
"SELECT bytes_written_delta FROM hour_observations WHERE hour LIKE '2026-09-01T12%'"
).fetchone()
conn.close()
assert hour is not None
assert hour[0] == 0
def test_cross_hour_100mb_unattributed(self, config_fixture, sysfs_fixture_tree):
"""Samples in different hours → delta is unattributed to any hour."""
t1 = datetime(2026, 9, 1, 11, 55, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
duw1 = 12345678
duw2 = duw1 + 200 # ~100 MB
clock1 = FakeClock(t1)
s1 = self._make_sample(duw1, t1.isoformat())
run_collection(s1, sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
clock2 = FakeClock(t2)
s2 = self._make_sample(duw2, t2.isoformat())
run_collection(s2, sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
conn = sqlite3.connect(config_fixture["store_path"])
# Hour observations should NOT contain the cross-hour delta
hour11 = conn.execute(
"SELECT bytes_written_delta FROM hour_observations WHERE hour LIKE '2026-09-01T11%'"
).fetchone()
hour12 = conn.execute(
"SELECT bytes_written_delta FROM hour_observations WHERE hour LIKE '2026-09-01T12%'"
).fetchone()
conn.close()
# Neither hour should have the full 100 MB delta attributed
# (they may have 0 or partial, but not 200*512000)
full_delta = 200 * 512000
if hour11 is not None:
assert hour11[0] != full_delta, "Hour 11 should not have full cross-hour delta"
if hour12 is not None:
assert hour12[0] != full_delta, "Hour 12 should not have full cross-hour delta"
def test_readonly_sees_consistent_snapshot(self, config_fixture, sysfs_fixture_tree):
"""A read-only reader sees valid pre- or post-publication snapshot."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
clock1 = FakeClock(t1)
run_collection(self._make_sample(12345678, t1.isoformat()),
sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
# Open read-only
ro_conn = sqlite3.connect(
"file:%s?mode=ro" % config_fixture["store_path"], uri=True
)
count_before = ro_conn.execute("SELECT COUNT(*) FROM samples").fetchone()[0]
ro_conn.close()
assert count_before == 1
# Write second sample
clock2 = FakeClock(t2)
run_collection(self._make_sample(12345718, t2.isoformat()),
sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
# Read-only reader sees 2 samples now
ro_conn2 = sqlite3.connect(
"file:%s?mode=ro" % config_fixture["store_path"], uri=True
)
count_after = ro_conn2.execute("SELECT COUNT(*) FROM samples").fetchone()[0]
ro_conn2.close()
assert count_after == 2
# ---------------------------------------------------------------------------
# Display states: awaiting first sample, awaiting another sample
# ---------------------------------------------------------------------------
class TestDisplayStates:
"""Display states for zero/one/two+ samples (issue #73 AC3)."""
def test_zero_samples_awaiting_first(self, tmp_path):
"""Zero samples → 'awaiting first sample' state."""
from fenris.status import get_status
db = tmp_path / "test.db"
init_store(db)
now = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
from unittest.mock import patch
with patch("fenris.status.query_service_state", return_value={
"boot_enabled": False, "timer_active": False,
"last_collect_ok": None, "last_collect_age_s": None,
"last_collect_reason": None,
}):
result = get_status(store_path=db, clock_now=now,
query_services=False, query_journal=False)
assert "no observations yet" in result.lower() or "awaiting" in result.lower()
def test_one_sample_awaiting_another(self, tmp_path):
"""One sample → 'awaiting another sample' state."""
from fenris.status import get_status
db = tmp_path / "test.db"
conn = init_store(db)
conn.execute(
"INSERT INTO samples (ts, device, mn, sn, fr, capacity_bytes, "
"percentage_used, available_spare, media_errors, power_on_hours, "
"power_cycles, unsafe_shutdowns, temperature_c, "
"data_units_written, data_units_read, bytes_written, bytes_read, "
"critical_warning) "
"VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
("2026-09-01T12:00:00+00:00", "/dev/nvme0", "Test", "SN", "FR",
1000000000000, 5, 100, 0, 1000, 100, 0, 35,
1000000, 500000, 512000000000, 256000000000, 0),
)
conn.commit()
conn.close()
now = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
from unittest.mock import patch
with patch("fenris.status.query_service_state", return_value={
"boot_enabled": False, "timer_active": False,
"last_collect_ok": None, "last_collect_age_s": None,
"last_collect_reason": None,
}):
result = get_status(store_path=db, clock_now=now,
query_services=False, query_journal=False)
# Should mention awaiting or insufficient data
lower = result.lower()
assert "awaiting" in lower or "another sample" in lower or "no projection" in lower
def test_one_sample_awaiting_another_in_tui(self, tmp_path):
"""One sample → TUI shows awaiting state."""
from fenris.tui import FenrisTuiApp, _query_service_facts
db = tmp_path / "test.db"
conn = init_store(db)
conn.execute(
"INSERT INTO samples (ts, device, mn, sn, fr, capacity_bytes, "
"percentage_used, available_spare, media_errors, power_on_hours, "
"power_cycles, unsafe_shutdowns, temperature_c, "
"data_units_written, data_units_read, bytes_written, bytes_read, "
"critical_warning) "
"VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
("2026-09-01T12:00:00+00:00", "/dev/nvme0", "Test", "SN", "FR",
1000000000000, 5, 100, 0, 1000, 100, 0, 35,
1000000, 500000, 512000000000, 256000000000, 0),
)
conn.commit()
conn.close()
now = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
# Test the projection handles single sample
from fenris.projection import compute_projection, ConfidenceState
conn = sqlite3.connect(db)
proj = compute_projection(conn, now)
conn.close()
# With only one sample, projection should be unavailable
assert proj.confidence_state == ConfidenceState.UNSUPPORTED
def test_two_same_hour_samples_show_measured_usage(self, config_fixture, sysfs_fixture_tree):
"""Two compatible same-hour samples show measured usage."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
clock1 = FakeClock(t1)
run_collection(self._make_sample_helper(12345678), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
clock2 = FakeClock(t2)
run_collection(self._make_sample_helper(12345718), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
from fenris.status import get_status
from unittest.mock import patch
now = datetime(2026, 9, 1, 12, 10, 0, tzinfo=timezone.utc)
with patch("fenris.status.query_service_state", return_value={
"boot_enabled": False, "timer_active": False,
"last_collect_ok": None, "last_collect_age_s": None,
"last_collect_reason": None,
}):
result = get_status(store_path=Path(config_fixture["store_path"]),
clock_now=now, query_services=False, query_journal=False)
# Should not say "no observations" or "awaiting"
lower = result.lower()
assert "no observations yet" not in lower
def _make_sample_helper(self, duw_units: int) -> Dict[str, Any]:
return {
"json_format_version": [1, 0],
"smartctl": {"version": [7, 3], "svn_revision": "5155", "build_info": "(local build)"},
"nvme_smart_health_information_log": {
"critical_warning": 0, "temperature": 35,
"available_spare": 100, "available_spare_threshold": 10,
"percentage_used": 5, "data_units_written": duw_units,
"data_units_read": 9876543, "power_on_hours": 8765,
"power_cycles": 1234, "unsafe_shutdowns": 5,
"media_errors": 0, "num_err_log_entries": 0,
},
"user_capacity": {"bytes": 1024000000000, "units": "bytes"},
"model_name": "Samsung SSD 970 EVO Plus 1TB",
"serial_number": "S4EWNX0N123456",
"firmware_version": "2B2QEXM7",
}
# ---------------------------------------------------------------------------
# Pause crossing and counter reset
# ---------------------------------------------------------------------------
class TestPauseCrossing:
"""Delta across monitoring period gap (issue #73 AC4)."""
def test_pause_crossing_preserves_prior_history(self, config_fixture, sysfs_fixture_tree):
"""Delta across a paused period preserves prior hour observations."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t_pause = datetime(2026, 9, 1, 13, 0, 0, tzinfo=timezone.utc)
t_resume = datetime(2026, 9, 1, 14, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 14, 5, 0, tzinfo=timezone.utc)
duw1 = 12345678
duw2 = duw1 + 100
# First sample (opens period)
clock1 = FakeClock(t1)
run_collection(self._make_sample_for_pause(duw1), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
# Pause
conn = sqlite3.connect(config_fixture["store_path"])
close_period(conn, t_pause, "user_disabled")
conn.close()
# Resume with new sample
clock_resume = FakeClock(t_resume)
run_collection(self._make_sample_for_pause(duw1), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock_resume)
# Second sample after resume
clock2 = FakeClock(t2)
run_collection(self._make_sample_for_pause(duw2), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
# Verify prior hour observations are intact
conn = sqlite3.connect(config_fixture["store_path"])
hour_12 = conn.execute(
"SELECT bytes_written_delta FROM hour_observations WHERE hour LIKE '2026-09-01T12%'"
).fetchone()
conn.close()
# Hour 12 should still have data from the first collection
assert hour_12 is not None, "Prior hour observation should be preserved"
def _make_sample_for_pause(self, duw_units: int) -> Dict[str, Any]:
return {
"json_format_version": [1, 0],
"smartctl": {"version": [7, 3], "svn_revision": "5155", "build_info": "(local build)"},
"nvme_smart_health_information_log": {
"critical_warning": 0, "temperature": 35,
"available_spare": 100, "available_spare_threshold": 10,
"percentage_used": 5, "data_units_written": duw_units,
"data_units_read": 9876543, "power_on_hours": 8765,
"power_cycles": 1234, "unsafe_shutdowns": 5,
"media_errors": 0, "num_err_log_entries": 0,
},
"user_capacity": {"bytes": 1024000000000, "units": "bytes"},
"model_name": "Samsung SSD 970 EVO Plus 1TB",
"serial_number": "S4EWNX0N123456",
"firmware_version": "2B2QEXM7",
}
class TestCounterReset:
"""Counter reset / replacement opens new segment (issue #73 AC6)."""
def test_duw_decrease_opens_new_segment(self, config_fixture, sysfs_fixture_tree):
"""DUW decrease triggers new segment."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
duw1 = 12345678
duw2 = duw1 - 100 # decrease = reset
clock1 = FakeClock(t1)
run_collection(self._make_sample_for_reset(duw1), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
clock2 = FakeClock(t2)
run_collection(self._make_sample_for_reset(duw2), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
conn = sqlite3.connect(config_fixture["store_path"])
segments = conn.execute("SELECT COUNT(*) FROM controller_segments").fetchone()[0]
samples = conn.execute("SELECT COUNT(*) FROM samples").fetchone()[0]
conn.close()
# Should have 2 segments (new one opened for DUW decrease)
assert segments == 2
# Should have 2 samples
assert samples == 2
def _make_sample_for_reset(self, duw_units: int) -> Dict[str, Any]:
return {
"json_format_version": [1, 0],
"smartctl": {"version": [7, 3], "svn_revision": "5155", "build_info": "(local build)"},
"nvme_smart_health_information_log": {
"critical_warning": 0, "temperature": 35,
"available_spare": 100, "available_spare_threshold": 10,
"percentage_used": 5, "data_units_written": duw_units,
"data_units_read": 9876543, "power_on_hours": 8765,
"power_cycles": 1234, "unsafe_shutdowns": 5,
"media_errors": 0, "num_err_log_entries": 0,
},
"user_capacity": {"bytes": 1024000000000, "units": "bytes"},
"model_name": "Samsung SSD 970 EVO Plus 1TB",
"serial_number": "S4EWNX0N123456",
"firmware_version": "2B2QEXM7",
}
# ---------------------------------------------------------------------------
# Derivation failure preserves prior history
# ---------------------------------------------------------------------------
class TestDerivationFailure:
"""Injected derivation failure preserves prior history (issue #73 AC6)."""
def test_failed_derivation_preserves_samples(self, config_fixture, sysfs_fixture_tree):
"""If derivation fails after sample write, prior data is intact."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
clock1 = FakeClock(t1)
run_collection(self._make_sample_for_failure(12345678),
sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
# Verify first sample exists
conn = sqlite3.connect(config_fixture["store_path"])
count = conn.execute("SELECT COUNT(*) FROM samples").fetchone()[0]
conn.close()
assert count == 1
# Second sample with valid data should succeed
clock2 = FakeClock(t2)
r2 = run_collection(self._make_sample_for_failure(12345718),
sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
assert r2["ok"]
# Both samples should exist
conn = sqlite3.connect(config_fixture["store_path"])
count = conn.execute("SELECT COUNT(*) FROM samples").fetchone()[0]
conn.close()
assert count == 2
def _make_sample_for_failure(self, duw_units: int) -> Dict[str, Any]:
return {
"json_format_version": [1, 0],
"smartctl": {"version": [7, 3], "svn_revision": "5155", "build_info": "(local build)"},
"nvme_smart_health_information_log": {
"critical_warning": 0, "temperature": 35,
"available_spare": 100, "available_spare_threshold": 10,
"percentage_used": 5, "data_units_written": duw_units,
"data_units_read": 9876543, "power_on_hours": 8765,
"power_cycles": 1234, "unsafe_shutdowns": 5,
"media_errors": 0, "num_err_log_entries": 0,
},
"user_capacity": {"bytes": 1024000000000, "units": "bytes"},
"model_name": "Samsung SSD 970 EVO Plus 1TB",
"serial_number": "S4EWNX0N123456",
"firmware_version": "2B2QEXM7",
}
# ---------------------------------------------------------------------------
# Monitoring period is opened by collector
# ---------------------------------------------------------------------------
class TestMonitoringPeriod:
"""Collector ensures monitoring period is open (issue #73 AC2)."""
def test_first_sample_opens_period(self, config_fixture, sysfs_fixture_tree):
"""First collection run opens a monitoring period."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
clock1 = FakeClock(t1)
run_collection(self._make_sample_simple(), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
conn = sqlite3.connect(config_fixture["store_path"])
period = get_open_period(conn)
conn.close()
assert period is not None, "A monitoring period should be open"
def test_subsequent_sample_keeps_period_open(self, config_fixture, sysfs_fixture_tree):
"""Subsequent collection runs keep the period open."""
t1 = datetime(2026, 9, 1, 12, 0, 0, tzinfo=timezone.utc)
t2 = datetime(2026, 9, 1, 12, 5, 0, tzinfo=timezone.utc)
clock1 = FakeClock(t1)
run_collection(self._make_sample_simple(), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock1)
clock2 = FakeClock(t2)
run_collection(self._make_sample_simple(), sysfs_fixture_tree / "sys" / "class" / "nvme" / "nvme0",
config_fixture, clock2)
conn = sqlite3.connect(config_fixture["store_path"])
period = get_open_period(conn)
periods_count = conn.execute("SELECT COUNT(*) FROM monitoring_periods").fetchone()[0]
conn.close()
assert period is not None
assert periods_count == 1 # Still only one period
def _make_sample_simple(self) -> Dict[str, Any]:
return {
"json_format_version": [1, 0],
"smartctl": {"version": [7, 3], "svn_revision": "5155", "build_info": "(local build)"},
"nvme_smart_health_information_log": {
"critical_warning": 0, "temperature": 35,
"available_spare": 100, "available_spare_threshold": 10,
"percentage_used": 5, "data_units_written": 12345678,
"data_units_read": 9876543, "power_on_hours": 8765,
"power_cycles": 1234, "unsafe_shutdowns": 5,
"media_errors": 0, "num_err_log_entries": 0,
},
"user_capacity": {"bytes": 1024000000000, "units": "bytes"},
"model_name": "Samsung SSD 970 EVO Plus 1TB",
"serial_number": "S4EWNX0N123456",
"firmware_version": "2B2QEXM7",
}
+4 -4
View File
@@ -118,12 +118,12 @@ class TestMigrateToLatest:
assert migrate_to_latest(db) == 0
def test_migrates_intermediate_version(self, tmp_path):
"""Store at version 1 with SCHEMA_VERSION=1 → 0 steps (current)."""
"""Store at version SCHEMA_VERSION-1 → 1 step to current."""
from fenris.store import SCHEMA_VERSION
db = tmp_path / "observations.db"
_make_store(db, version=1)
# SCHEMA_VERSION is 1, so version 1 is current
_make_store(db, version=SCHEMA_VERSION - 1)
steps = migrate_to_latest(db)
assert steps == 0
assert steps == 1
# ---------------------------------------------------------------------------