chore: import upstream snapshot with attribution
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"""Shared helpers for `get_delta_channel_history` on sqlite savers.
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Mirrors the two-stage shape of `BasePostgresSaver` (ancestor walk +
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per-channel UNION ALL writes fetch), but adapted for sqlite's
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constraints. The structural differences:
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* No JSONB — to inspect `channel_values` for a checkpoint we must
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deserialize the full blob. Stage 1 streams the cursor row-by-row and
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deserializes only the rows the merged walk visits, freeing each blob
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before advancing.
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* No separate blob table — `channel_values` lives inline in the
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checkpoint, so seeds come back from stage 1 with no second fetch.
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* Single merged walk (not K independent walks): each visited cid is
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deserialized exactly once, regardless of how many channels are still
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seeking their seed.
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The streaming design keeps peak in-flight memory at roughly one
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deserialized checkpoint at a time, instead of holding the entire
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ancestor chain's worth of raw blobs as a `fetchall()`-materialized list.
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"""
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from __future__ import annotations
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from collections.abc import Mapping, Sequence
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from typing import Any
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from langgraph.checkpoint.base import DeltaChannelHistory, PendingWrite
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# Stage 1 streams ancestors of `target_cid` newest-first. The `<=`
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# predicate keeps target itself in the stream so we can read its
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# `parent_checkpoint_id` from the first row without a separate lookup;
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# the caller skips target's own writes/seed (matches the
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# `BaseCheckpointSaver` contract).
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DELTA_STAGE1_SQL = (
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"SELECT checkpoint_id, parent_checkpoint_id, type, checkpoint "
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"FROM checkpoints "
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"WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id <= ? "
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"ORDER BY checkpoint_id DESC"
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)
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def build_delta_stage2_sql(*, chain_lens: Sequence[int]) -> str:
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"""Stage-2 per-channel UNION ALL fetching writes from `writes`.
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One branch per channel with a non-empty chain. Each branch inlines its
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own `IN (?, ?, ...)` placeholder list because sqlite has no array-bind
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equivalent of postgres's `= ANY(%s)`. Caller passes parameters in
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matching order: `[thread_id, checkpoint_ns, channel, *chain_cids]` per
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branch.
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Returns an empty string when no channel has a chain (caller skips
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executing in that case). Per-channel UNION ALL avoids the over-fetch
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of a single `channel = ANY(channels)` filter when channels have
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different chain depths — same rationale as postgres.
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"""
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branches: list[str] = []
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for n in chain_lens:
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cid_placeholders = ",".join("?" * n)
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branches.append(
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"SELECT checkpoint_id, channel, task_id, idx, type, value "
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"FROM writes "
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"WHERE thread_id = ? AND checkpoint_ns = ? AND channel = ? "
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f"AND checkpoint_id IN ({cid_placeholders})"
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)
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return " UNION ALL ".join(branches)
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def step_walk_with_row(
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*,
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cid: str,
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parent_cid: str | None,
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type_tag: str,
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blob: bytes,
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target_id: str,
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serde: Any,
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chain_by_ch: dict[str, list[str]],
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seed_val_by_ch: dict[str, Any],
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walk_state: dict[str, Any],
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seeded: set[str],
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channels: Sequence[str],
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) -> bool:
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"""Process one streamed stage-1 row in the merged ancestor walk.
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The cursor returns (cid, parent_cid, type, blob) rows in
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`checkpoint_id` DESC order starting at target. The first row is
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target itself; we read its parent_cid to seed the walk and otherwise
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skip it (target's own writes/seed are not part of the contract).
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For each subsequent row, if `cid` matches the walk's current
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position, we deserialize the blob, append the cid to every
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not-yet-seeded channel's chain, and check `channel_values` for
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seeds. The deserialized checkpoint is dropped before advancing — no
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cross-row cache, so peak in-flight is one deserialized checkpoint.
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Off-path rows (different branch on the same thread) advance the
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cursor without doing any work.
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Returns True when every requested channel is seeded — the caller
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can stop iterating and close the cursor.
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"""
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if "started" not in walk_state:
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if cid == target_id:
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walk_state["started"] = True
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walk_state["cur_cid"] = parent_cid
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walk_state["active"] = {ch for ch in channels if ch not in seeded}
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# Not target yet (or target not present): keep streaming.
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return False
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active: set[str] = walk_state["active"]
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if not active:
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return True
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if cid != walk_state["cur_cid"]:
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# Off-path row from a sibling branch — skip without deserializing.
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return False
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for ch in active:
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chain_by_ch[ch].append(cid)
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ckpt = serde.loads_typed((type_tag, blob))
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channel_values: Mapping[str, Any] = ckpt.get("channel_values") or {}
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for ch in [ch for ch in active if ch in channel_values]:
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seed_val_by_ch[ch] = channel_values[ch]
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seeded.add(ch)
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active.discard(ch)
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del ckpt, channel_values
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walk_state["cur_cid"] = parent_cid
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return not active
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def build_delta_channels_writes_history(
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*,
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channels: Sequence[str],
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chain_by_ch: Mapping[str, list[str]],
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seed_val_by_ch: Mapping[str, Any],
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seeded: set[str],
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stage2_rows: Sequence[tuple[str, str, str, int, str, bytes]],
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serde: Any,
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) -> dict[str, DeltaChannelHistory]:
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"""Demux stage-2 rows per channel; produce per-channel histories.
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Stage-2 rows are `(checkpoint_id, channel, task_id, idx, type, value)`.
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Final write order is oldest→newest globally and `(task_id, idx)` within
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a checkpoint, matching the contract on `DeltaChannelHistory.writes`.
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`seed` is omitted when the walk reached a true root with no snapshot
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found (channel never entered `seeded`); consumers treat absence as
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"start empty".
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"""
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writes_by_ch_by_cid: dict[str, dict[str, list[tuple[str, bytes, str, int]]]] = {
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ch: {} for ch in channels
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}
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for cid, ch, task_id, idx, type_tag, value_blob in stage2_rows:
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writes_by_ch_by_cid.setdefault(ch, {}).setdefault(cid, []).append(
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(type_tag, value_blob, task_id, idx)
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)
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for cid_map in writes_by_ch_by_cid.values():
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for ws in cid_map.values():
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ws.sort(key=lambda w: (w[2], w[3]))
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result: dict[str, DeltaChannelHistory] = {}
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for ch in channels:
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chain_cids = chain_by_ch.get(ch, [])
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cid_writes = writes_by_ch_by_cid.get(ch, {})
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collected: list[PendingWrite] = []
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# Chain is newest-first; iterate oldest-first for the public order.
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for cid in reversed(chain_cids):
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for type_tag, value_blob, task_id, _idx in cid_writes.get(cid, []):
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collected.append(
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(task_id, ch, serde.loads_typed((type_tag, value_blob)))
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)
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entry: DeltaChannelHistory = {"writes": collected}
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if ch in seeded:
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entry["seed"] = seed_val_by_ch[ch]
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result[ch] = entry
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return result
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