feat(db): extend SessionProfile schema with DEBT-036 keystroke features
Adds the three signal columns motivated by the manual keystroke
analysis in DEBT-036 directly to the SessionProfile table. Pre-v1 so
we modify the schema in place — Alembic arrives at v1.
Columns:
- kd_top_bigrams (TEXT) — JSON of top-N most-common digraphs with
mean IAT per bigram. Complements kd_digraph_simhash ("same typist?")
with "same typist in same mental state?" (tired / rested / distracted
shifts bigram-specific IATs measurably).
- kd_start_of_action_latency (REAL/DOUBLE) — median IAT of the first
keystroke after an idle gap > 1s. Separates "initiating a command"
from "executing a remembered one"; real humans have measurable
start-of-action latency, bots don't.
- kd_pause_hist_burst / _think / _distracted (INT) — three-bucket
histogram (counts, <0.2s / 0.2-1.5s / >1.5s). More discriminating
than the existing flat burst_ratio / think_ratio pair: C2 operators
concentrate in burst with a thin tail; opportunistic humans have a
fat think bucket and a long distracted tail.
Both backends get an idempotent ADD COLUMN migration
(_migrate_session_profile_table) wired into initialize() alongside
the existing _migrate_attackers_table path — guards on PRAGMA
table_info (SQLite) / information_schema.COLUMNS (MySQL) so reruns
are safe.
PII discipline comment on kd_digraph_simhash and kd_top_bigrams:
both operate on bigram CHARACTERS, never on raw input stream content.
Attacker passwords typed over SSH must not land here.
Test updated for the MySQL initialize() migration-order contract.
This commit is contained in:
@@ -142,6 +142,7 @@ class SQLModelRepository(BaseRepository):
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"""Create tables if absent and seed the admin user."""
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from sqlmodel import SQLModel
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await self._migrate_attackers_table()
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await self._migrate_session_profile_table()
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async with self.engine.begin() as conn:
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await conn.run_sync(SQLModel.metadata.create_all)
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await self._ensure_admin_user()
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@@ -181,6 +182,11 @@ class SQLModelRepository(BaseRepository):
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"""Legacy-schema cleanup. Override per dialect (DDL introspection is non-portable)."""
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return None
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async def _migrate_session_profile_table(self) -> None:
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"""Add DEBT-036 keystroke-dynamics columns to existing session_profile
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rows. Override per dialect — DDL introspection is non-portable."""
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return None
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# ---------------------------------------------------------------- logs
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@staticmethod
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