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* feat(checkpoint): dual-mode checkpoint storage with LangGraph DeltaChannel
Add a restart-required database.checkpoint_channel_mode ("full" default,
"delta") that stores the messages channel via LangGraph 1.2 DeltaChannel,
cutting checkpoint storage from O(n^2) to O(n) for append-only history.
Existing full checkpoints seed delta state transparently; no data migration.
- config: mode schema + freeze-on-first-use with
CheckpointModeReconfigurationError; mode marker persisted in checkpoint
metadata; unsafe delta->full downgrade rejected fail-closed with
CheckpointModeMismatchError (run-level error, failed state read)
- state: delta message state schema; CheckpointStateAccessor centralizes
materialized reads for all consumers (threads API, branches,
regeneration, compaction, state updates, memory, goal workers)
- runtime: raw writers (run durations, interrupted title, thread goal)
parent their checkpoints to the checkpoint they derive from, preserving
delta ancestry; rollback forks the pre-run lineage through a state
mutation graph with Overwrite restores; InMemorySaver delta-history
override delegates to the base walk (fixes dropped first write after
migration, also present upstream)
- tests: conformance suite over {memory, sqlite, postgres} covering
migration replay, stable message IDs, storage shape and writer
preservation; conftest fixture isolates the frozen mode between tests;
stale config fakes refreshed
- ci: backend unit tests gain a postgres service
* fix(checkpoint): close materialization gaps in goal flow, guard public factory
- Route goal-continuation message reads through CheckpointStateAccessor:
raw channel_values reads see the delta sentinel in delta mode, which
disabled goal continuation (stand_down=no_durable_end_of_turn) after
durable assistant turns. Raw tuples remain for tuple-only metadata
(checkpoint id, pending_writes).
- Reject checkpoint_channel_mode='delta' + checkpointer in
create_deerflow_agent at construction: factory-built persisted graphs
bypass mode-marker injection and the fail-closed gate, reproducing
silent mixed-mode state loss. Delta without persistence stays allowed.
- Import the postgres saver lazily (pytest.importorskip in the fixture)
so the documented default install collects the suite; add a CI job
running pytest --collect-only on uv sync --group dev without extras.
- Fix test_checkpointer fallback test to patch get_app_config at its
use site (provider module), making it deterministic when a local
config.yaml selects a persistent backend.
* fix(gateway): preserve extension-owned channels in state mutations, bump config version
- build_state_mutation_graph / build_checkpoint_state_mutation_accessor
accept an explicit state_schema; branch and POST /state now compile the
mutation graph from the thread's effective schema
(graph_state_schema on the assistant graph). The base-ThreadState
fallback silently discarded channels contributed by custom
AgentMiddleware.state_schema on branch (data loss) and returned a
false-success 200 on POST /state.
- POST /state validates values keys against the mutation graph's
channels and rejects unknown fields with 422 instead of ignoring
them; reducer detection covers extension channels
(BinaryOperatorAggregate or DeltaChannel) so Overwrite replace
semantics work for middleware reducers in both modes.
- Endpoint regression: custom AgentMiddleware.state_schema value
survives branch, updates through POST /state, and an unknown field
receives 422.
- config_version 26 -> 27 for the new database.checkpoint_channel_mode
(example, Helm chart values + README, support-bundle fixture), so
existing installs get the outdated-config warning and
make config-upgrade merges the field; covered by a test driving the
real example file and the real config-upgrade script.
* fix(gateway): resolve assistant schema via one boundary, copy branch reducer values with Overwrite
GET /threads/{id}/state now resolves the thread's assistant_id through a
single reusable boundary (thread metadata -> assistant_id -> effective
graph), so channels contributed by a custom AgentMiddleware.state_schema
are materialized instead of dropped by the default lead schema. POST
/state uses the same boundary instead of resolving the schema ad hoc.
Branch writes wrap every copied reducer channel in Overwrite (derived
from the effective mutation graph: BinaryOperatorAggregate + DeltaChannel),
not just messages, so already-aggregated values are never re-merged.
Regression tests use a real AgentMiddleware.state_schema with a
non-identity reducer in both full and delta modes: GET /state returns the
extension value, POST /state replaces it, branch preserves it
byte-for-byte; the unknown-field 422 is a separate assertion.
* refactor(checkpoint): collapse read-path round-trips and ship dual-mode parity tests
Address review round 4 on PR #4292:
- Push ahistory/history limit through Pregel into checkpointer.alist
(SQL LIMIT) instead of materializing all rows and breaking in Python
- Fold the read-side mode-compat gate onto the returned snapshot's
metadata; only writes keep the pre-write tuple fetch (fail-closed)
- Cache factory-built accessor graphs per (assistant_id, mode) with
factory-identity revalidation; state reads no longer build a lead
agent per request
- get_thread: one snapshot fetch + one raw pending_writes fetch on the
resolved checkpoint (post-checkpoint __error__ writes never surface
in snapshot.tasks; verified empirically)
- DeerFlowClient.get_thread: single checkpointer.list walk collects
pending_writes per checkpoint instead of N get_tuple calls
- InMemorySaver delta-history patch: stand-down when the upstream
override disappears, try/except guard, validated-version warning,
guard tests
- make_lead_agent mode precedence: first freeze is owned by app_config
(client-supplied configurable key ignored); once frozen, injected
key/app_config must match or fail closed
- Rollback: lock in non-message channel restoration via fork
inheritance with a dedicated reducer-channel test
- Add tests/test_threads_checkpoint_mode.py and
tests/test_gateway_checkpoint_mode.py referenced by AGENTS.md and
the PR validation section: lifecycle parity (memory + sqlite),
per-step blob-count storage guard, gateway endpoint parity
Counted-saver tests pin checkpoint round-trips for aget/ahistory so
these regressions cannot silently return.
* fix(checkpoint): precise mode-mismatch HTTP mapping, gate E2E, and accessor resilience
- threads router: map CheckpointModeMismatchError to 409 (with cause and
thread id) and CheckpointModeReconfigurationError to 503 across all state
endpoints instead of swallowing both into a generic 500
- gate coverage: seed a real delta checkpoint into AsyncSqliteSaver and
assert aget/aupdate/ahistory fail closed; assert 409 at the HTTP boundary
through the real route stack
- rollback: compile the restore mutation graph with the thread's effective
state schema per the build_state_mutation_graph contract
- inheritance contract locks: rollback and manual compaction preserve
middleware-contributed channels via checkpoint fork cloning
- services: revalidate the accessor-graph cache against app_config identity
so config.yaml hot-reloads never serve a stale compiled graph
- services: degrade full-mode state reads to raw checkpointer reads when the
agent factory is unavailable (delta gate still applies; delta mode has no
fallback)
- deps: override websockets==16.0 (langgraph-sdk 0.4.2's <16 pin silently
downgraded 16.0 -> 15.0.1; pin is not grounded in any API incompatibility)
and bump the langchain lower bound to what the lockfile actually resolves
* fix(checkpoint): include anchor checkpoint in degraded history walk + cover get_thread
- _RawCheckpointReadAccessor.ahistory: alist(before=...) is exclusive while
pregel's get_state_history treats config.checkpoint_id as the inclusive
start; fetch the anchor explicitly so both read paths paginate identically
- extend the degraded-path gateway test: GET /thread returns raw values, and
POST /history with before starts at the anchor checkpoint
* fix(gateway): preserve degraded checkpoint timestamps
* fix(gateway): harden degraded checkpoint access
* fix(gateway): resolve assistants for checkpoint reads
---------
Co-authored-by: Willem Jiang <willem.jiang@gmail.com>
127 lines
4.8 KiB
Python
127 lines
4.8 KiB
Python
"""Unified database backend configuration.
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Controls BOTH the LangGraph checkpointer and the DeerFlow application
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persistence layer (runs, threads metadata, users, etc.). The user
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configures one backend; the system handles physical separation details.
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SQLite mode: checkpointer and app share a single .db file
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({sqlite_dir}/deerflow.db) with WAL journal mode enabled on every
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connection. WAL allows concurrent readers and a single writer without
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blocking, making a unified file safe for both workloads. Writers
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that contend for the lock wait via the default 5-second sqlite3
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busy timeout rather than failing immediately.
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Postgres mode: both use the same database URL but maintain independent
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connection pools with different lifecycles.
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Memory mode: checkpointer uses MemorySaver, app uses in-memory stores.
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No database is initialized.
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Sensitive values (postgres_url) should use $VAR syntax in config.yaml
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to reference environment variables from .env:
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database:
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backend: postgres
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postgres_url: $DATABASE_URL
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The $VAR resolution is handled by AppConfig.resolve_env_variables()
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before this config is instantiated -- DatabaseConfig itself does not
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need to do any environment variable processing.
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"""
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from __future__ import annotations
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import os
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from typing import Literal
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from pydantic import BaseModel, Field
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CheckpointChannelMode = Literal["full", "delta"]
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class DatabaseConfig(BaseModel):
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backend: Literal["memory", "sqlite", "postgres"] = Field(
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default="memory",
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description=("Storage backend for both checkpointer and application data. 'memory' for development (no persistence across restarts), 'sqlite' for single-node deployment, 'postgres' for production multi-node deployment."),
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)
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checkpoint_channel_mode: CheckpointChannelMode = Field(
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default="full",
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description=(
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"Checkpoint representation for accumulating channels. "
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"'full' preserves full-value message checkpoints; 'delta' uses "
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"LangGraph DeltaChannel for messages. Restart is required, and all "
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"processes sharing one checkpoint database must use the same value."
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),
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)
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sqlite_dir: str = Field(
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default=".deer-flow/data",
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description=("Directory for the SQLite database file. Both checkpointer and application data share {sqlite_dir}/deerflow.db."),
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)
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postgres_url: str = Field(
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default="",
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description=(
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"PostgreSQL connection URL, shared by checkpointer and app. "
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"Use $DATABASE_URL in config.yaml to reference .env. "
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"Example: postgresql://user:pass@host:5432/deerflow "
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"(the +asyncpg driver suffix is added automatically where needed)."
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),
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)
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echo_sql: bool = Field(
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default=False,
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description="Echo all SQL statements to log (debug only).",
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)
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pool_size: int = Field(
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default=5,
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description="Connection pool size for the app ORM engine (postgres only).",
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)
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pool_recycle: int = Field(
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default=300,
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gt=0,
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description="Seconds before app ORM PostgreSQL connections are recycled.",
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)
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command_timeout: float | None = Field(
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default=30,
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gt=0,
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description="Timeout in seconds for app ORM PostgreSQL commands. Set to null to disable the command timeout.",
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)
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# -- Derived helpers (not user-configured) --
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@property
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def _resolved_sqlite_dir(self) -> str:
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"""Resolve sqlite_dir to an absolute path (relative to CWD)."""
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from pathlib import Path
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return str(Path(self.sqlite_dir).resolve())
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@property
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def sqlite_path(self) -> str:
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"""Unified SQLite file path shared by checkpointer and app."""
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return os.path.join(self._resolved_sqlite_dir, "deerflow.db")
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# Backward-compatible aliases
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@property
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def checkpointer_sqlite_path(self) -> str:
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"""SQLite file path for the LangGraph checkpointer (alias for sqlite_path)."""
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return self.sqlite_path
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@property
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def app_sqlite_path(self) -> str:
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"""SQLite file path for application ORM data (alias for sqlite_path)."""
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return self.sqlite_path
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@property
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def app_sqlalchemy_url(self) -> str:
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"""SQLAlchemy async URL for the application ORM engine."""
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if self.backend == "sqlite":
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return f"sqlite+aiosqlite:///{self.sqlite_path}"
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if self.backend == "postgres":
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url = self.postgres_url
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if url.startswith("postgresql://"):
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url = url.replace("postgresql://", "postgresql+asyncpg://", 1)
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elif url.startswith("postgres://"):
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# libpq's short alias: accepted by the psycopg checkpointer, but not a SQLAlchemy dialect.
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url = url.replace("postgres://", "postgresql+asyncpg://", 1)
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return url
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raise ValueError(f"No SQLAlchemy URL for backend={self.backend!r}")
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