fix: preserve updated_channels shape in update_state delta path

The supersteps-based delta history walk requires update_state to write
counters_since_delta_snapshot metadata, but passing updated_channels to
create_checkpoint also overrode checkpoint["updated_channels"] (was None),
breaking deferred-node triggering on resume for non-delta graphs
(test_in_one_fan_out_state_graph_defer_node). Keep updated_channels at its
default so resume/trigger semantics are unchanged; still write the counter
metadata and snapshot delta channels that hit their cadence.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

.github/workflows/_integration_test.yml

@@ -126,8 +126,8 @@ jobs:
             exit 1
           fi
           LANGCHAIN_ANTHROPIC_VERSION=$(docker run --rm --entrypoint "" langgraph-test-h python -c "import sys; from importlib.metadata import version; v = version('langchain-anthropic'); print(v);")
-          if [ "$LANGCHAIN_ANTHROPIC_VERSION" != "1.0.0a5" ]; then
-            echo "LANGCHAIN_ANTHROPIC_VERSION != 1.0.0a5; $LANGCHAIN_ANTHROPIC_VERSION"
+          if [ "$LANGCHAIN_ANTHROPIC_VERSION" != "1.4.6" ]; then
+            echo "LANGCHAIN_ANTHROPIC_VERSION != 1.4.6; $LANGCHAIN_ANTHROPIC_VERSION"
             exit 1
           fi
 

examples/delta-channel-dump/README.md

@@ -0,0 +1,132 @@
+# delta-channel-dump
+
+Recover messages (and other channels) from a Postgres-backed LangGraph thread
+written by **langgraph >= 1.2** (DeltaChannel format) — including **LangGraph
+Server / langgraph-api** deployments on the Postgres runtime, **deepagents
+0.6.x**, or any OSS app using `PostgresSaver` — before rolling back to an older
+runtime such as **deepagents 0.5.x / langgraph < 1.2**.
+
+langgraph-api uses the same `checkpoints` / `checkpoint_blobs` / `checkpoint_writes`
+schema as OSS `checkpoint-postgres`; this script reads those tables directly.
+
+On the older runtime, `add_messages` does not understand the `EXT_DELTA_SNAPSHOT`
+msgpack ext code and silently returns an empty list for affected channels. This
+tool reads the raw checkpoint blobs from Postgres and emits JSON you can inspect
+and re-apply via `update_state` (LangGraph Server SDK) or `graph.update_state`
+(OSS).
+
+## Install
+
+```bash
+pip install "psycopg[binary]" ormsgpack
+```
+
+## Run
+
+```bash
+export DATABASE_URI=postgres://user:pass@host:5432/dbname
+python3 dump.py \
+    --thread-id <uuid> \
+    --channel messages \
+    [--channel files ...] \
+    [--checkpoint-id <uuid>] \
+    [--checkpoint-ns ""] \
+    --output recovery.json
+```
+
+- `--thread-id` (required): thread UUID
+- `--channel` (required, repeatable): channel names to recover
+- `--checkpoint-id` (optional): target checkpoint; defaults to latest
+- `--checkpoint-ns` (optional): namespace; defaults to `""`
+- `--database-uri` (optional): Postgres URI; defaults to `DATABASE_URI` env var
+- `--output` (optional): output file; defaults to stdout
+
+## Output
+
+```json
+{
+  "thread_id": "...",
+  "checkpoint_ns": "",
+  "target_checkpoint_id": "...",
+  "parent_checkpoint_id": "...",
+  "channels": {
+    "messages": {
+      "delta_kind": "snapshot",
+      "seed_checkpoint_id": "...",
+      "seed_version": "...",
+      "seed": [{ "type": "ai", "content": "...", "id": "ai-0" }],
+      "writes": [
+        {
+          "checkpoint_id": "...",
+          "task_id": "...",
+          "idx": 0,
+          "value": [{ "type": "ai", "content": "...", "id": "ai-10" }]
+        }
+      ]
+    }
+  }
+}
+```
+
+`delta_kind` is one of:
+
+- `snapshot` — DeltaChannel snapshot blob (`channel_values[ch] == true`)
+- `legacy_plain` — pre-DeltaChannel inline or blob value
+- `no_seed` — walked to root without finding a populated ancestor
+
+`writes` are ordered oldest-to-newest (the order a reducer would replay them).
+
+## Reducing back to a single list
+
+For deepagents-style messages, combine seed and writes, then deduplicate:
+
+```python
+import json
+
+data = json.load(open("recovery.json"))
+ch = data["channels"]["messages"]
+messages = list(ch["seed"] or [])
+for w in ch["writes"]:
+    messages.extend(w["value"] or [])
+
+# Dedup by id, keep last; drop RemoveMessage tombstones
+by_id = {}
+for m in messages:
+    if isinstance(m, dict) and m.get("type") == "remove":
+        by_id.pop(m.get("id"), None)
+    elif isinstance(m, dict) and m.get("id"):
+        by_id[m["id"]] = m
+    else:
+        by_id[id(m)] = m
+reduced = list(by_id.values())
+```
+
+This approximates `_messages_delta_reducer` semantics; adjust for your graph.
+
+## Re-applying
+
+```python
+from langgraph_sdk import get_client
+
+client = get_client(url="http://localhost:8123")
+await client.threads.update_state(
+    thread_id,
+    values={"messages": reduced},
+)
+```
+
+Review the recovered JSON before calling `update_state`. This tool is
+read-only and intentionally does not mutate the database.
+
+## Scope / non-goals (v1)
+
+- **Postgres only** — OSS `PostgresSaver` or langgraph-api Postgres runtime; not
+  inmem, gRPC core, Mongo, or Redis checkpointer backends
+- **No AES decryption** (`LANGGRAPH_AES_KEY`) or custom encryption
+- **No reducer** — raw seed + writes only
+- **No automatic `update_state`** — operator applies manually
+
+## Copying
+
+`dump.py` is self-contained. Copy it anywhere; only `psycopg[binary]` and
+`ormsgpack` are required at runtime. No langgraph imports.

examples/delta-channel-dump/dump.py

@@ -0,0 +1,469 @@
+#!/usr/bin/env python3
+"""Recover delta-channel state from a Postgres-backed LangGraph thread.
+
+Works with OSS ``PostgresSaver`` and LangGraph Server / langgraph-api on the
+Postgres runtime (same checkpoint schema). Use after rolling back from
+langgraph >= 1.2 / deepagents 0.6.x to an older runtime that does not
+understand ``EXT_DELTA_SNAPSHOT`` msgpack blobs. The script walks the checkpoint
+parent chain, decodes msgpack blobs, and emits a JSON dump of per-channel
+``seed`` plus oldest-to-newest ``writes``. Apply the recovered values manually
+via ``client.threads.update_state(...)`` (Server) or ``graph.update_state``
+(OSS).
+
+Install::
+
+    pip install "psycopg[binary]" ormsgpack
+
+Run::
+
+    export DATABASE_URI=postgres://...
+    python3 dump.py --thread-id <uuid> --channel messages --output recovery.json
+
+Scope (v1): Postgres only; no AES/custom encryption; no reducer application.
+"""
+
+from __future__ import annotations
+
+import argparse
+import base64
+import json
+import os
+import sys
+import uuid
+from typing import Any
+
+import ormsgpack
+import psycopg
+
+# LangGraph msgpack EXT type codes (langgraph/checkpoint/serde/jsonplus.py).
+EXT_CONSTRUCTOR_SINGLE_ARG = 0
+EXT_CONSTRUCTOR_POS_ARGS = 1
+EXT_CONSTRUCTOR_KW_ARGS = 2
+EXT_METHOD_SINGLE_ARG = 3
+EXT_PYDANTIC_V1 = 4
+EXT_PYDANTIC_V2 = 5
+EXT_NUMPY_ARRAY = 6
+EXT_DELTA_SNAPSHOT = 7
+
+_MSGPACK_OPTION = ormsgpack.OPT_NON_STR_KEYS
+
+
+def ext_hook(code: int, data: bytes) -> Any:
+    """Decode LangGraph msgpack EXT payloads to JSON-friendly Python values."""
+    if code == EXT_DELTA_SNAPSHOT:
+        inner = ormsgpack.unpackb(data, ext_hook=ext_hook, option=_MSGPACK_OPTION)
+        return {"__delta_snapshot__": inner}
+    if code == EXT_CONSTRUCTOR_SINGLE_ARG:
+        try:
+            tup = ormsgpack.unpackb(data, ext_hook=ext_hook, option=_MSGPACK_OPTION)
+            if tup[0] == "uuid" and tup[1] == "UUID":
+                hex_ = tup[2]
+                return (
+                    f"{hex_[:8]}-{hex_[8:12]}-{hex_[12:16]}-"
+                    f"{hex_[16:20]}-{hex_[20:]}"
+                )
+            return tup[2]
+        except Exception:
+            return None
+    if code == EXT_CONSTRUCTOR_POS_ARGS:
+        try:
+            tup = ormsgpack.unpackb(data, ext_hook=ext_hook, option=_MSGPACK_OPTION)
+            if tup[0] == "langgraph.types" and tup[1] == "Send":
+                args = tup[2]
+                if len(args) == 2:
+                    return {"__send__": {"node": args[0], "arg": args[1]}}
+                return {
+                    "__send__": {
+                        "node": args[0],
+                        "arg": args[1],
+                        "timeout": args[2],
+                    }
+                }
+            return tup[2]
+        except Exception:
+            return None
+    if code in (EXT_CONSTRUCTOR_KW_ARGS, EXT_METHOD_SINGLE_ARG):
+        try:
+            tup = ormsgpack.unpackb(data, ext_hook=ext_hook, option=_MSGPACK_OPTION)
+            return tup[2]
+        except Exception:
+            return None
+    if code in (EXT_PYDANTIC_V1, EXT_PYDANTIC_V2):
+        try:
+            tup = ormsgpack.unpackb(data, ext_hook=ext_hook, option=_MSGPACK_OPTION)
+            return tup[2]
+        except Exception:
+            return None
+    if code == EXT_NUMPY_ARRAY:
+        try:
+            dtype_str, shape, order, buf = ormsgpack.unpackb(
+                data, ext_hook=ext_hook, option=_MSGPACK_OPTION
+            )
+            return {
+                "__numpy_array__": {
+                    "dtype": dtype_str,
+                    "shape": shape,
+                    "order": order,
+                    "data_b64": base64.b64encode(buf).decode("ascii"),
+                }
+            }
+        except Exception:
+            return None
+    return None
+
+
+def decode_blob(blob_type: str, blob_bytes: bytes | None) -> Any:
+    if blob_type in ("empty", "null") or blob_bytes is None:
+        return None
+    if blob_type == "msgpack":
+        return ormsgpack.unpackb(
+            blob_bytes, ext_hook=ext_hook, option=_MSGPACK_OPTION
+        )
+    if blob_type in ("bytes", "bytearray"):
+        return base64.b64encode(blob_bytes).decode("ascii")
+    raise RuntimeError(
+        f"Unknown blob type {blob_type!r}. "
+        "AES/custom-encrypted deployments are out of scope for v1."
+    )
+
+
+def delta_unwrap(value: Any) -> Any:
+    if isinstance(value, dict) and "__delta_snapshot__" in value:
+        return value["__delta_snapshot__"]
+    return value
+
+
+def json_default(obj: Any) -> Any:
+    if isinstance(obj, (bytes, bytearray)):
+        return base64.b64encode(bytes(obj)).decode("ascii")
+    if isinstance(obj, uuid.UUID):
+        return str(obj)
+    raise TypeError(f"Object of type {type(obj).__name__} is not JSON serializable")
+
+
+def resolve_target_checkpoint_id(
+    conn: psycopg.Connection[Any],
+    thread_id: str,
+    checkpoint_ns: str,
+    checkpoint_id: str | None,
+) -> str:
+    if checkpoint_id is not None:
+        return checkpoint_id
+    row = conn.execute(
+        """
+        SELECT checkpoint_id::text
+        FROM checkpoints
+        WHERE thread_id = %s AND checkpoint_ns = %s
+        ORDER BY checkpoint_id DESC
+        LIMIT 1
+        """,
+        (thread_id, checkpoint_ns),
+    ).fetchone()
+    if row is None:
+        raise SystemExit(
+            f"No checkpoints found for thread_id={thread_id!r} "
+            f"checkpoint_ns={checkpoint_ns!r}"
+        )
+    return row[0]
+
+
+def _load_checkpoint(
+    conn: psycopg.Connection[Any],
+    thread_id: str,
+    checkpoint_ns: str,
+    checkpoint_id: str,
+) -> tuple[dict[str, Any], str | None] | None:
+    row = conn.execute(
+        """
+        SELECT checkpoint, parent_checkpoint_id::text
+        FROM checkpoints
+        WHERE thread_id = %s AND checkpoint_ns = %s AND checkpoint_id = %s
+        """,
+        (thread_id, checkpoint_ns, checkpoint_id),
+    ).fetchone()
+    if row is None:
+        return None
+    return row[0], row[1]
+
+
+def _load_seed(
+    conn: psycopg.Connection[Any],
+    *,
+    thread_id: str,
+    checkpoint_ns: str,
+    channel: str,
+    checkpoint_id: str,
+    channel_values: dict[str, Any],
+    channel_versions: dict[str, str],
+) -> dict[str, Any]:
+    cv = channel_values[channel]
+    version = channel_versions.get(channel)
+    if cv is True:
+        blob_row = conn.execute(
+            """
+            SELECT type, blob
+            FROM checkpoint_blobs
+            WHERE thread_id = %s AND checkpoint_ns = %s
+              AND channel = %s AND version = %s
+            """,
+            (thread_id, checkpoint_ns, channel, version),
+        ).fetchone()
+        seed_value = None
+        if blob_row is not None and blob_row[0] != "empty":
+            seed_value = delta_unwrap(decode_blob(blob_row[0], blob_row[1]))
+        return {
+            "delta_kind": "snapshot",
+            "seed_checkpoint_id": checkpoint_id,
+            "seed_version": version,
+            "seed": seed_value,
+        }
+    if isinstance(cv, (int, float, str, bool)) or cv is None:
+        return {
+            "delta_kind": "legacy_plain",
+            "seed_checkpoint_id": checkpoint_id,
+            "seed_version": version,
+            "seed": cv,
+        }
+    blob_row = conn.execute(
+        """
+        SELECT type, blob
+        FROM checkpoint_blobs
+        WHERE thread_id = %s AND checkpoint_ns = %s
+          AND channel = %s AND version = %s
+        """,
+        (thread_id, checkpoint_ns, channel, version),
+    ).fetchone()
+    seed_value = cv if blob_row is None else decode_blob(blob_row[0], blob_row[1])
+    return {
+        "delta_kind": "legacy_plain",
+        "seed_checkpoint_id": checkpoint_id,
+        "seed_version": version,
+        "seed": seed_value,
+    }
+
+
+def _load_writes_for_checkpoint(
+    conn: psycopg.Connection[Any],
+    *,
+    thread_id: str,
+    checkpoint_ns: str,
+    checkpoint_id: str,
+    channel: str,
+) -> list[dict[str, Any]]:
+    """Load writes for one checkpoint, newest-first by ``(task_id, idx)``.
+
+    ``walk_channel`` reverses the accumulated flat list before returning;
+    DESC here yields oldest-first within each checkpoint in the final output,
+    matching ``PostgresSaver._build_delta_channels_writes_history``.
+    """
+    rows = conn.execute(
+        """
+        SELECT task_id::text, idx, type, blob
+        FROM checkpoint_writes
+        WHERE thread_id = %s AND checkpoint_ns = %s
+          AND checkpoint_id = %s AND channel = %s
+        ORDER BY task_id DESC, idx DESC
+        """,
+        (thread_id, checkpoint_ns, checkpoint_id, channel),
+    ).fetchall()
+    return [
+        {
+            "checkpoint_id": checkpoint_id,
+            "task_id": task_id,
+            "idx": idx,
+            "value": decode_blob(blob_type, blob_bytes),
+        }
+        for task_id, idx, blob_type, blob_bytes in rows
+    ]
+
+
+def walk_channel(
+    conn: psycopg.Connection[Any],
+    *,
+    thread_id: str,
+    checkpoint_ns: str,
+    start_checkpoint_id: str | None,
+    channel: str,
+) -> dict[str, Any]:
+    """Walk one channel's parent chain from target.parent backward to seed."""
+    chain_writes_newest_first: list[dict[str, Any]] = []
+    cur = start_checkpoint_id
+    while cur is not None:
+        loaded = _load_checkpoint(conn, thread_id, checkpoint_ns, cur)
+        if loaded is None:
+            break
+        checkpoint_json, parent_id = loaded
+        channel_values = checkpoint_json.get("channel_values") or {}
+        channel_versions = checkpoint_json.get("channel_versions") or {}
+
+        chain_writes_newest_first.extend(
+            _load_writes_for_checkpoint(
+                conn,
+                thread_id=thread_id,
+                checkpoint_ns=checkpoint_ns,
+                checkpoint_id=cur,
+                channel=channel,
+            )
+        )
+
+        if channel in channel_values:
+            seed = _load_seed(
+                conn,
+                thread_id=thread_id,
+                checkpoint_ns=checkpoint_ns,
+                channel=channel,
+                checkpoint_id=cur,
+                channel_values=channel_values,
+                channel_versions=channel_versions,
+            )
+            seed["writes"] = list(reversed(chain_writes_newest_first))
+            return seed
+
+        cur = parent_id
+
+    return {
+        "delta_kind": "no_seed",
+        "seed_checkpoint_id": None,
+        "seed_version": None,
+        "seed": None,
+        "writes": list(reversed(chain_writes_newest_first)),
+    }
+
+
+def walk_parent_chain(
+    conn: psycopg.Connection[Any],
+    *,
+    thread_id: str,
+    checkpoint_ns: str,
+    target_checkpoint_id: str,
+    channels: list[str],
+) -> tuple[str | None, dict[str, dict[str, Any]]]:
+    """Walk parent chain and return per-channel seed + writes (oldest-first)."""
+    parent_row = conn.execute(
+        """
+        SELECT parent_checkpoint_id::text
+        FROM checkpoints
+        WHERE thread_id = %s AND checkpoint_ns = %s AND checkpoint_id = %s
+        """,
+        (thread_id, checkpoint_ns, target_checkpoint_id),
+    ).fetchone()
+    if parent_row is None:
+        raise SystemExit(
+            f"Checkpoint {target_checkpoint_id!r} not found for thread {thread_id!r}"
+        )
+    parent_checkpoint_id = parent_row[0]
+
+    result = {
+        ch: walk_channel(
+            conn,
+            thread_id=thread_id,
+            checkpoint_ns=checkpoint_ns,
+            start_checkpoint_id=parent_checkpoint_id,
+            channel=ch,
+        )
+        for ch in channels
+    }
+    return parent_checkpoint_id, result
+
+
+def build_output(
+    *,
+    thread_id: str,
+    checkpoint_ns: str,
+    target_checkpoint_id: str,
+    parent_checkpoint_id: str | None,
+    channels: dict[str, dict[str, Any]],
+) -> dict[str, Any]:
+    return {
+        "thread_id": thread_id,
+        "checkpoint_ns": checkpoint_ns,
+        "target_checkpoint_id": target_checkpoint_id,
+        "parent_checkpoint_id": parent_checkpoint_id,
+        "channels": channels,
+    }
+
+
+def parse_args(argv: list[str] | None = None) -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description=(
+            "Recover delta-channel seed + writes from Postgres checkpoint data."
+        ),
+    )
+    parser.add_argument("--thread-id", required=True, help="Thread UUID")
+    parser.add_argument(
+        "--channel",
+        action="append",
+        required=True,
+        dest="channels",
+        help="Channel name (repeatable)",
+    )
+    parser.add_argument(
+        "--checkpoint-id",
+        default=None,
+        help="Target checkpoint UUID (default: latest for thread)",
+    )
+    parser.add_argument(
+        "--checkpoint-ns",
+        default="",
+        help='Checkpoint namespace (default: "")',
+    )
+    parser.add_argument(
+        "--database-uri",
+        default=os.environ.get("DATABASE_URI"),
+        help="Postgres URI (default: DATABASE_URI env var)",
+    )
+    parser.add_argument(
+        "--output",
+        default="-",
+        help="Output JSON file path (default: stdout)",
+    )
+    return parser.parse_args(argv)
+
+
+def main(argv: list[str] | None = None) -> int:
+    args = parse_args(argv)
+    if not args.database_uri:
+        print(
+            "error: --database-uri or DATABASE_URI is required",
+            file=sys.stderr,
+        )
+        return 2
+
+    thread_id = str(uuid.UUID(args.thread_id))
+    channels = list(dict.fromkeys(args.channels))
+
+    with psycopg.connect(args.database_uri) as conn:
+        target_checkpoint_id = resolve_target_checkpoint_id(
+            conn,
+            thread_id,
+            args.checkpoint_ns,
+            args.checkpoint_id,
+        )
+        parent_checkpoint_id, channel_data = walk_parent_chain(
+            conn,
+            thread_id=thread_id,
+            checkpoint_ns=args.checkpoint_ns,
+            target_checkpoint_id=target_checkpoint_id,
+            channels=channels,
+        )
+
+    output = build_output(
+        thread_id=thread_id,
+        checkpoint_ns=args.checkpoint_ns,
+        target_checkpoint_id=target_checkpoint_id,
+        parent_checkpoint_id=parent_checkpoint_id,
+        channels=channel_data,
+    )
+    payload = json.dumps(output, indent=2, default=json_default)
+
+    if args.output == "-":
+        print(payload)
+    else:
+        with open(args.output, "w", encoding="utf-8") as f:
+            f.write(payload)
+            f.write("\n")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

libs/checkpoint-conformance/langgraph/checkpoint/conformance/spec/_delta_fixtures.py

@@ -54,6 +54,12 @@ async def build_delta_chain(
     stored: list[RunnableConfig] = []
     parent_cfg: RunnableConfig | None = None
 
+    # Track supersteps since the channel's last snapshot, mirroring Pregel's
+    # `counters_since_delta_snapshot` bookkeeping: every step increments the
+    # counter; a snapshot step resets it (and carries no counter entry, so
+    # the walk locates the seed exactly `supersteps` hops back).
+    supersteps_since_snapshot = 0
+
     for step in range(total_steps):
         config: RunnableConfig = {
             "configurable": {
@@ -68,11 +74,19 @@ async def build_delta_chain(
 
         channel_values: dict[str, Any] = {}
         channel_versions: dict[str, int] = {}
+        supersteps_since_snapshot += 1
+        counters: dict[str, tuple[int, int]] = {}
         if step in snapshot_set:
             channel_values[channel] = _DeltaSnapshot(
                 write_value_fn(step),
             )
             channel_versions[channel] = step + 1
+            supersteps_since_snapshot = 0
+        else:
+            counters[channel] = (
+                supersteps_since_snapshot,
+                supersteps_since_snapshot,
+            )
 
         cp = Checkpoint(
             v=1,
@@ -84,9 +98,10 @@ async def build_delta_chain(
             updated_channels=None,
         )
         new_versions = dict(channel_versions)
-        parent_cfg = await saver.aput(
-            config, cp, generate_metadata(step=step), new_versions
-        )
+        md = generate_metadata(step=step)
+        if counters:
+            md["counters_since_delta_snapshot"] = counters
+        parent_cfg = await saver.aput(config, cp, md, new_versions)
         stored.append(parent_cfg)
 
         # Write a pending write for non-snapshot steps so the walk has

libs/checkpoint-conformance/langgraph/checkpoint/conformance/spec/test_delta_channel_history.py

@@ -87,6 +87,10 @@ async def test_history_multi_channel(
 
     from langgraph.checkpoint.conformance.test_utils import generate_metadata
 
+    # Per-channel supersteps since last snapshot ("a" snapshots at step 1,
+    # "b" at step 3). Drives the per-channel walk depth from the head.
+    s_a = 0
+    s_b = 0
     for step in range(5):
         config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
         if parent_cfg:
@@ -95,12 +99,21 @@ async def test_history_multi_channel(
             ]
         cv: dict = {}
         cvs: dict = {}
+        s_a += 1
+        s_b += 1
+        counters: dict = {}
         if step == 1:
             cv["a"] = _DeltaSnapshot("snap_a")
             cvs["a"] = step + 1
+            s_a = 0
+        else:
+            counters["a"] = (s_a, s_a)
         if step == 3:
             cv["b"] = _DeltaSnapshot("snap_b")
             cvs["b"] = step + 1
+            s_b = 0
+        else:
+            counters["b"] = (s_b, s_b)
         cp = Checkpoint(
             v=1,
             id=str(uuid6(clock_seq=-1)),
@@ -110,7 +123,10 @@ async def test_history_multi_channel(
             versions_seen={},
             updated_channels=None,
         )
-        parent_cfg = await saver.aput(config, cp, generate_metadata(step=step), cvs)
+        md = generate_metadata(step=step)
+        if counters:
+            md["counters_since_delta_snapshot"] = counters
+        parent_cfg = await saver.aput(config, cp, md, cvs)
         configs.append(parent_cfg)
         await saver.aput_writes(parent_cfg, [("a", step), ("b", step)], str(uuid4()))
 
@@ -148,7 +164,12 @@ async def test_history_walk_to_root_no_seed(
     )
     head = configs[-1]
     result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
+    # The head's supersteps counter (4) runs one hop past the real root —
+    # the snapshot checkpoint was never persisted (implicit empty baseline).
+    # No seed, and the full chain (steps 0..2) replays from empty.
     assert "seed" not in result["ch"], f"Expected no seed, got {result['ch']}"
+    values = [w[2] for w in result["ch"]["writes"]]
+    assert values == [0, 1, 2], f"Expected full-chain writes [0,1,2], got {values}"
 
 
 async def test_history_migration_plain_value_as_seed(
@@ -170,6 +191,10 @@ async def test_history_migration_plain_value_as_seed(
     configs: list = []
     parent_cfg = None
 
+    # The channel was a non-delta channel through step 1 (plain value, no
+    # delta counter), then migrated to DeltaChannel at step 2. Supersteps
+    # count from the migration boundary: step 2 -> 1, step 3 -> 2, so the
+    # head (step 3) walks 2 hops back to the plain-value seed at step 1.
     for step in range(4):
         config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
         if parent_cfg:
@@ -182,6 +207,9 @@ async def test_history_migration_plain_value_as_seed(
         if step == 1:
             cv["ch"] = [10, 20, 30]
             cvs["ch"] = step + 1
+        md = generate_metadata(step=step)
+        if step >= 2:
+            md["counters_since_delta_snapshot"] = {"ch": (step - 1, step - 1)}
         cp = Checkpoint(
             v=1,
             id=str(uuid6(clock_seq=-1)),
@@ -191,7 +219,7 @@ async def test_history_migration_plain_value_as_seed(
             versions_seen={},
             updated_channels=None,
         )
-        parent_cfg = await saver.aput(config, cp, generate_metadata(step=step), cvs)
+        parent_cfg = await saver.aput(config, cp, md, cvs)
         configs.append(parent_cfg)
         if step != 1:
             await saver.aput_writes(parent_cfg, [("ch", step)], str(uuid4()))
@@ -208,6 +236,67 @@ async def test_history_migration_plain_value_as_seed(
     assert values == [2], f"Expected [2], got {values}"
 
 
+async def test_history_migration_skips_seed_checkpoint_writes(
+    saver: BaseCheckpointSaver,
+) -> None:
+    """A migrated plain-value seed already incorporates its own checkpoint's
+    writes, so those writes must NOT be re-emitted in the history.
+
+    This is the discriminating case for non-additive reducers (e.g. an
+    even-only filter): re-applying the seed checkpoint's writes on top of
+    the seed would corrupt the reconstructed value. The saver contract is
+    to skip them — only writes strictly after the seed are returned.
+    """
+    from langgraph.checkpoint.base import Checkpoint
+    from langgraph.checkpoint.base.id import uuid6
+
+    from langgraph.checkpoint.conformance.test_utils import generate_metadata
+
+    tid = str(uuid4())
+    configs: list = []
+    parent_cfg = None
+
+    for step in range(4):
+        config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
+        if parent_cfg:
+            config["configurable"]["checkpoint_id"] = parent_cfg["configurable"][
+                "checkpoint_id"
+            ]
+        cv: dict = {}
+        cvs: dict = {}
+        # Step 1: pre-delta plain accumulated value AND its own writes.
+        if step == 1:
+            cv["ch"] = [2, 4]
+            cvs["ch"] = step + 1
+        md = generate_metadata(step=step)
+        if step >= 2:
+            md["counters_since_delta_snapshot"] = {"ch": (step - 1, step - 1)}
+        cp = Checkpoint(
+            v=1,
+            id=str(uuid6(clock_seq=-1)),
+            ts="",
+            channel_values=cv,
+            channel_versions=cvs,
+            versions_seen={},
+            updated_channels=None,
+        )
+        parent_cfg = await saver.aput(config, cp, md, cvs)
+        configs.append(parent_cfg)
+        # The seed checkpoint (step 1) carries writes that the plain value
+        # already subsumes; later steps carry post-migration delta writes.
+        write_value = 99 if step == 1 else step * 10
+        await saver.aput_writes(parent_cfg, [("ch", write_value)], str(uuid4()))
+
+    head = configs[-1]
+    result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
+    assert result["ch"].get("seed") == [2, 4], (
+        f"Expected plain seed [2, 4], got {result['ch'].get('seed')}"
+    )
+    values = [w[2] for w in result["ch"]["writes"]]
+    # Seed checkpoint's own write (99) is skipped; step 2's write (20) kept.
+    assert values == [20], f"Expected only post-seed writes [20], got {values}"
+
+
 ALL_DELTA_CHANNEL_HISTORY_TESTS = [
     test_history_returns_writes_oldest_first,
     test_history_seed_is_nearest_snapshot,
@@ -216,6 +305,7 @@ ALL_DELTA_CHANNEL_HISTORY_TESTS = [
     test_history_empty_channels_returns_empty,
     test_history_walk_to_root_no_seed,
     test_history_migration_plain_value_as_seed,
+    test_history_migration_skips_seed_checkpoint_writes,
 ]
 
 

libs/checkpoint-conformance/uv.lock

@@ -370,7 +370,7 @@ test = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.2"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -380,12 +380,13 @@ dependencies = [
     { name = "requests" },
     { name = "requests-toolbelt" },
     { name = "uuid-utils" },
+    { name = "websockets" },
     { name = "xxhash" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/98/8b/10b929694aeffc804f8ca9705abffeb64add0405043ff6d1aeb7eb345978/langsmith-0.8.2.tar.gz", hash = "sha256:588bc51566476eac987a849a08c71675930b21733545fe3031fbb1eeca78e8df", size = 4458004, upload-time = "2026-05-06T17:36:25.5Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/56/3e/12ab2c357593ca1652df6dddbd763cff9ea2c7155a922910ccba6ac1530e/langsmith-0.8.2-py3-none-any.whl", hash = "sha256:4ff80d7dc1b273315401b681aef9b1fc92f4fa8a6d9d49eb65535520f8264fd4", size = 397520, upload-time = "2026-05-06T17:36:23.064Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [[package]]
@@ -978,6 +979,74 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ed/d0/5bf7cbf1ac138c92b9ac21066d18faf4d7e7f651047b700eb192ca4b9fdb/uuid_utils-0.14.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:258186964039a8e36db10810c1ece879d229b01331e09e9030bc5dcabe231bd2", size = 364700, upload-time = "2026-02-20T22:50:21.732Z" },
 ]
 
+[[package]]
+name = "websockets"
+version = "16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/74/221f58decd852f4b59cc3354cccaf87e8ef695fede361d03dc9a7396573b/websockets-16.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a", size = 177343, upload-time = "2026-01-10T09:22:21.28Z" },
+    { url = "https://files.pythonhosted.org/packages/19/0f/22ef6107ee52ab7f0b710d55d36f5a5d3ef19e8a205541a6d7ffa7994e5a/websockets-16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0", size = 175021, upload-time = "2026-01-10T09:22:22.696Z" },
+    { url = "https://files.pythonhosted.org/packages/10/40/904a4cb30d9b61c0e278899bf36342e9b0208eb3c470324a9ecbaac2a30f/websockets-16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957", size = 175320, upload-time = "2026-01-10T09:22:23.94Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/2f/4b3ca7e106bc608744b1cdae041e005e446124bebb037b18799c2d356864/websockets-16.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72", size = 183815, upload-time = "2026-01-10T09:22:25.469Z" },
+    { url = "https://files.pythonhosted.org/packages/86/26/d40eaa2a46d4302becec8d15b0fc5e45bdde05191e7628405a19cf491ccd/websockets-16.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde", size = 185054, upload-time = "2026-01-10T09:22:27.101Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/ba/6500a0efc94f7373ee8fefa8c271acdfd4dca8bd49a90d4be7ccabfc397e/websockets-16.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3", size = 184565, upload-time = "2026-01-10T09:22:28.293Z" },
+    { url = "https://files.pythonhosted.org/packages/04/b4/96bf2cee7c8d8102389374a2616200574f5f01128d1082f44102140344cc/websockets-16.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3", size = 183848, upload-time = "2026-01-10T09:22:30.394Z" },
+    { url = "https://files.pythonhosted.org/packages/02/8e/81f40fb00fd125357814e8c3025738fc4ffc3da4b6b4a4472a82ba304b41/websockets-16.0-cp310-cp310-win32.whl", hash = "sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9", size = 178249, upload-time = "2026-01-10T09:22:32.083Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/5f/7e40efe8df57db9b91c88a43690ac66f7b7aa73a11aa6a66b927e44f26fa/websockets-16.0-cp310-cp310-win_amd64.whl", hash = "sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35", size = 178685, upload-time = "2026-01-10T09:22:33.345Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/db/de907251b4ff46ae804ad0409809504153b3f30984daf82a1d84a9875830/websockets-16.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8", size = 177340, upload-time = "2026-01-10T09:22:34.539Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/fa/abe89019d8d8815c8781e90d697dec52523fb8ebe308bf11664e8de1877e/websockets-16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad", size = 175022, upload-time = "2026-01-10T09:22:36.332Z" },
+    { url = "https://files.pythonhosted.org/packages/58/5d/88ea17ed1ded2079358b40d31d48abe90a73c9e5819dbcde1606e991e2ad/websockets-16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d", size = 175319, upload-time = "2026-01-10T09:22:37.602Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/ae/0ee92b33087a33632f37a635e11e1d99d429d3d323329675a6022312aac2/websockets-16.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe", size = 184631, upload-time = "2026-01-10T09:22:38.789Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/c5/27178df583b6c5b31b29f526ba2da5e2f864ecc79c99dae630a85d68c304/websockets-16.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b", size = 185870, upload-time = "2026-01-10T09:22:39.893Z" },
+    { url = "https://files.pythonhosted.org/packages/87/05/536652aa84ddc1c018dbb7e2c4cbcd0db884580bf8e95aece7593fde526f/websockets-16.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5", size = 185361, upload-time = "2026-01-10T09:22:41.016Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/e2/d5332c90da12b1e01f06fb1b85c50cfc489783076547415bf9f0a659ec19/websockets-16.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64", size = 184615, upload-time = "2026-01-10T09:22:42.442Z" },
+    { url = "https://files.pythonhosted.org/packages/77/fb/d3f9576691cae9253b51555f841bc6600bf0a983a461c79500ace5a5b364/websockets-16.0-cp311-cp311-win32.whl", hash = "sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6", size = 178246, upload-time = "2026-01-10T09:22:43.654Z" },
+    { url = "https://files.pythonhosted.org/packages/54/67/eaff76b3dbaf18dcddabc3b8c1dba50b483761cccff67793897945b37408/websockets-16.0-cp311-cp311-win_amd64.whl", hash = "sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac", size = 178684, upload-time = "2026-01-10T09:22:44.941Z" },
+    { url = "https://files.pythonhosted.org/packages/84/7b/bac442e6b96c9d25092695578dda82403c77936104b5682307bd4deb1ad4/websockets-16.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00", size = 177365, upload-time = "2026-01-10T09:22:46.787Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/fe/136ccece61bd690d9c1f715baaeefd953bb2360134de73519d5df19d29ca/websockets-16.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79", size = 175038, upload-time = "2026-01-10T09:22:47.999Z" },
+    { url = "https://files.pythonhosted.org/packages/40/1e/9771421ac2286eaab95b8575b0cb701ae3663abf8b5e1f64f1fd90d0a673/websockets-16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39", size = 175328, upload-time = "2026-01-10T09:22:49.809Z" },
+    { url = "https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c", size = 184915, upload-time = "2026-01-10T09:22:51.071Z" },
+    { url = "https://files.pythonhosted.org/packages/97/bb/21c36b7dbbafc85d2d480cd65df02a1dc93bf76d97147605a8e27ff9409d/websockets-16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f", size = 186152, upload-time = "2026-01-10T09:22:52.224Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/34/9bf8df0c0cf88fa7bfe36678dc7b02970c9a7d5e065a3099292db87b1be2/websockets-16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1", size = 185583, upload-time = "2026-01-10T09:22:53.443Z" },
+    { url = "https://files.pythonhosted.org/packages/47/88/4dd516068e1a3d6ab3c7c183288404cd424a9a02d585efbac226cb61ff2d/websockets-16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2", size = 184880, upload-time = "2026-01-10T09:22:55.033Z" },
+    { url = "https://files.pythonhosted.org/packages/91/d6/7d4553ad4bf1c0421e1ebd4b18de5d9098383b5caa1d937b63df8d04b565/websockets-16.0-cp312-cp312-win32.whl", hash = "sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89", size = 178261, upload-time = "2026-01-10T09:22:56.251Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/f0/f3a17365441ed1c27f850a80b2bc680a0fa9505d733fe152fdf5e98c1c0b/websockets-16.0-cp312-cp312-win_amd64.whl", hash = "sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea", size = 178693, upload-time = "2026-01-10T09:22:57.478Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/9c/baa8456050d1c1b08dd0ec7346026668cbc6f145ab4e314d707bb845bf0d/websockets-16.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9", size = 177364, upload-time = "2026-01-10T09:22:59.333Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/0c/8811fc53e9bcff68fe7de2bcbe75116a8d959ac699a3200f4847a8925210/websockets-16.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230", size = 175039, upload-time = "2026-01-10T09:23:01.171Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/82/39a5f910cb99ec0b59e482971238c845af9220d3ab9fa76dd9162cda9d62/websockets-16.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c", size = 175323, upload-time = "2026-01-10T09:23:02.341Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/28/0a25ee5342eb5d5f297d992a77e56892ecb65e7854c7898fb7d35e9b33bd/websockets-16.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5", size = 184975, upload-time = "2026-01-10T09:23:03.756Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/66/27ea52741752f5107c2e41fda05e8395a682a1e11c4e592a809a90c6a506/websockets-16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82", size = 186203, upload-time = "2026-01-10T09:23:05.01Z" },
+    { url = "https://files.pythonhosted.org/packages/37/e5/8e32857371406a757816a2b471939d51c463509be73fa538216ea52b792a/websockets-16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8", size = 185653, upload-time = "2026-01-10T09:23:06.301Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/67/f926bac29882894669368dc73f4da900fcdf47955d0a0185d60103df5737/websockets-16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f", size = 184920, upload-time = "2026-01-10T09:23:07.492Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/a1/3d6ccdcd125b0a42a311bcd15a7f705d688f73b2a22d8cf1c0875d35d34a/websockets-16.0-cp313-cp313-win32.whl", hash = "sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a", size = 178255, upload-time = "2026-01-10T09:23:09.245Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/ae/90366304d7c2ce80f9b826096a9e9048b4bb760e44d3b873bb272cba696b/websockets-16.0-cp313-cp313-win_amd64.whl", hash = "sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156", size = 178689, upload-time = "2026-01-10T09:23:10.483Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/1d/e88022630271f5bd349ed82417136281931e558d628dd52c4d8621b4a0b2/websockets-16.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0", size = 177406, upload-time = "2026-01-10T09:23:12.178Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/78/e63be1bf0724eeb4616efb1ae1c9044f7c3953b7957799abb5915bffd38e/websockets-16.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904", size = 175085, upload-time = "2026-01-10T09:23:13.511Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4", size = 175328, upload-time = "2026-01-10T09:23:14.727Z" },
+    { url = "https://files.pythonhosted.org/packages/63/bc/d3e208028de777087e6fb2b122051a6ff7bbcca0d6df9d9c2bf1dd869ae9/websockets-16.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e", size = 185044, upload-time = "2026-01-10T09:23:15.939Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/6e/9a0927ac24bd33a0a9af834d89e0abc7cfd8e13bed17a86407a66773cc0e/websockets-16.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4", size = 186279, upload-time = "2026-01-10T09:23:17.148Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/ca/bf1c68440d7a868180e11be653c85959502efd3a709323230314fda6e0b3/websockets-16.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1", size = 185711, upload-time = "2026-01-10T09:23:18.372Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/f8/fdc34643a989561f217bb477cbc47a3a07212cbda91c0e4389c43c296ebf/websockets-16.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3", size = 184982, upload-time = "2026-01-10T09:23:19.652Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/d1/574fa27e233764dbac9c52730d63fcf2823b16f0856b3329fc6268d6ae4f/websockets-16.0-cp314-cp314-win32.whl", hash = "sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8", size = 177915, upload-time = "2026-01-10T09:23:21.458Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/f1/ae6b937bf3126b5134ce1f482365fde31a357c784ac51852978768b5eff4/websockets-16.0-cp314-cp314-win_amd64.whl", hash = "sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d", size = 178381, upload-time = "2026-01-10T09:23:22.715Z" },
+    { url = "https://files.pythonhosted.org/packages/06/9b/f791d1db48403e1f0a27577a6beb37afae94254a8c6f08be4a23e4930bc0/websockets-16.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244", size = 177737, upload-time = "2026-01-10T09:23:24.523Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/40/53ad02341fa33b3ce489023f635367a4ac98b73570102ad2cdd770dacc9a/websockets-16.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e", size = 175268, upload-time = "2026-01-10T09:23:25.781Z" },
+    { url = "https://files.pythonhosted.org/packages/74/9b/6158d4e459b984f949dcbbb0c5d270154c7618e11c01029b9bbd1bb4c4f9/websockets-16.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641", size = 175486, upload-time = "2026-01-10T09:23:27.033Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/2d/7583b30208b639c8090206f95073646c2c9ffd66f44df967981a64f849ad/websockets-16.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8", size = 185331, upload-time = "2026-01-10T09:23:28.259Z" },
+    { url = "https://files.pythonhosted.org/packages/45/b0/cce3784eb519b7b5ad680d14b9673a31ab8dcb7aad8b64d81709d2430aa8/websockets-16.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e", size = 186501, upload-time = "2026-01-10T09:23:29.449Z" },
+    { url = "https://files.pythonhosted.org/packages/19/60/b8ebe4c7e89fb5f6cdf080623c9d92789a53636950f7abacfc33fe2b3135/websockets-16.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944", size = 186062, upload-time = "2026-01-10T09:23:31.368Z" },
+    { url = "https://files.pythonhosted.org/packages/88/a8/a080593f89b0138b6cba1b28f8df5673b5506f72879322288b031337c0b8/websockets-16.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206", size = 185356, upload-time = "2026-01-10T09:23:32.627Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/b6/b9afed2afadddaf5ebb2afa801abf4b0868f42f8539bfe4b071b5266c9fe/websockets-16.0-cp314-cp314t-win32.whl", hash = "sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6", size = 178085, upload-time = "2026-01-10T09:23:33.816Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/3e/28135a24e384493fa804216b79a6a6759a38cc4ff59118787b9fb693df93/websockets-16.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd", size = 178531, upload-time = "2026-01-10T09:23:35.016Z" },
+    { url = "https://files.pythonhosted.org/packages/72/07/c98a68571dcf256e74f1f816b8cc5eae6eb2d3d5cfa44d37f801619d9166/websockets-16.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d", size = 174947, upload-time = "2026-01-10T09:23:36.166Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/52/93e166a81e0305b33fe416338be92ae863563fe7bce446b0f687b9df5aea/websockets-16.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03", size = 175260, upload-time = "2026-01-10T09:23:37.409Z" },
+    { url = "https://files.pythonhosted.org/packages/56/0c/2dbf513bafd24889d33de2ff0368190a0e69f37bcfa19009ef819fe4d507/websockets-16.0-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da", size = 176071, upload-time = "2026-01-10T09:23:39.158Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/8f/aea9c71cc92bf9b6cc0f7f70df8f0b420636b6c96ef4feee1e16f80f75dd/websockets-16.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c", size = 176968, upload-time = "2026-01-10T09:23:41.031Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
+]
+
 [[package]]
 name = "xxhash"
 version = "3.7.0"

libs/checkpoint-postgres/langgraph/checkpoint/postgres/__init__.py

@@ -14,6 +14,7 @@ from langgraph.checkpoint.base import (
     CheckpointMetadata,
     CheckpointTuple,
     DeltaChannelHistory,
+    _parse_supersteps_since_last_snapshot_by_channel,
     get_checkpoint_id,
     get_serializable_checkpoint_metadata,
 )
@@ -28,9 +29,11 @@ from langgraph.checkpoint.postgres import _internal
 from langgraph.checkpoint.postgres.base import (
     _DELTA_PAGE_SIZE,
     BasePostgresSaver,
-    _build_delta_stage1_sql,
-    _build_delta_stage2_sql,
+    _advance_shared_chain,
+    _build_delta_fetch_sql,
+    _build_delta_walk_sql,
     _DeltaStage2Row,
+    _ingest_walk_page,
 )
 from langgraph.checkpoint.postgres.shallow import ShallowPostgresSaver
 
@@ -446,107 +449,137 @@ class PostgresSaver(BasePostgresSaver):
     ) -> Mapping[str, DeltaChannelHistory]:
         """Fast-path override of `BaseCheckpointSaver.get_delta_channel_history`.
 
-        Two-stage query, both stages cover ALL requested channels:
+        Reconstructs each delta channel's state for the target checkpoint by
+        walking the parent chain `supersteps` hops (read from the target's
+        `counters_since_delta_snapshot` metadata) to its seed snapshot, then
+        collecting the writes between the seed and the target.
 
-        * Stage 1 (paged): dynamic SELECT over `checkpoints` with K parallel
-          JSONB key lookups (one column pair per channel) — no subquery, no
-          aggregation. Pages newest-first by `checkpoint_id` with a cursor;
-          page size is `_DELTA_PAGE_SIZE`. Stops paging when every channel
-          has found its seed or the chain is exhausted.
+        Two passes (see the `# Multi-channel two-pass` comment in `base.py`):
 
-        * Stage 2 (per-channel UNION ALL): one branch per channel reading
-          `checkpoint_writes` filtered to that channel's specific
-          `chain_cids`, plus one branch per channel that has a seed reading
-          `checkpoint_blobs` for that channel + version. Avoids the
-          over-fetch of a single `channel = ANY(channels)` filter when
-          channels have different chain depths.
+        * WALK (paged): dynamic SELECT over `checkpoints` with K parallel
+          JSONB lookups for `channel_versions[ch]` (the seed blob version),
+          following `parent_checkpoint_id` newest-first. Page size is
+          `_DELTA_PAGE_SIZE`; stops once the shared chain reaches the deepest
+          requested `supersteps`, the root is reached, or the chain is
+          exhausted.
+
+        * FETCH (per-channel UNION ALL): one branch per channel reading
+          `checkpoint_writes` for its `chain_cids`, plus one branch per
+          channel that located a seed reading `checkpoint_blobs` at the
+          seed's version.
         """
         if not channels:
             return {}
         channels = list(channels)
         thread_id = config["configurable"]["thread_id"]
+        if not thread_id:
+            raise ValueError("empty thread ID")
         checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
-        checkpoint_id = get_checkpoint_id(config)
-        if checkpoint_id is None:
-            target = self.get_tuple(config)
-            if target is None:
-                return {ch: {"writes": []} for ch in channels}
-            checkpoint_id = target.config["configurable"]["checkpoint_id"]
 
-        # Stage 1: paged K-JSONB-lookup scan, walking the parent chain in
-        # Python after each page. Stops as soon as every channel has its seed.
-        stage1_sql = _build_delta_stage1_sql(channels, paged=True)
+        # Resolve the target checkpoint id + its metadata (for supersteps).
+        checkpoint_id = get_checkpoint_id(config)
+        with self._cursor() as cur:
+            if checkpoint_id is None:
+                cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = %s AND checkpoint_ns = %s "
+                    "ORDER BY checkpoint_id DESC LIMIT 1",
+                    (thread_id, checkpoint_ns),
+                )
+            else:
+                cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = %s AND checkpoint_ns = %s "
+                    "AND checkpoint_id = %s",
+                    (thread_id, checkpoint_ns, checkpoint_id),
+                )
+            target_row = cur.fetchone()
+        if target_row is None:
+            return {ch: {"writes": []} for ch in channels}
+        target_id = cast(str, target_row["checkpoint_id"])
+        supersteps_by_ch = _parse_supersteps_since_last_snapshot_by_channel(
+            target_row["metadata"] or {}, channels
+        )
+        max_supersteps = max(supersteps_by_ch.values(), default=0)
+
+        # WALK: page the parent chain, bounded by the deepest supersteps.
+        walk_sql = _build_delta_walk_sql(channels)
         parent_of: dict[str, str | None] = {}
         ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
-        hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
-        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
-        seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
-        walk_cursor_by_ch: dict[str, str | None] = {}
-        seeded: set[str] = set()
+        shared_cpid_chain: list[str] = []
+        has_reached_root = False
         cursor: str | None = None
 
-        with self._cursor() as cur:
-            while True:
-                stage1_params: list[Any] = []
-                for ch in channels:
-                    stage1_params.extend([ch, ch])
-                stage1_params.extend(
-                    [thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
-                )
-                cur.execute(stage1_sql, stage1_params)
+        while max_supersteps > 0:
+            walk_params: list[Any] = [
+                *channels,
+                thread_id,
+                checkpoint_ns,
+                cursor,
+                cursor,
+                _DELTA_PAGE_SIZE,
+            ]
+            with self._cursor() as cur:
+                cur.execute(walk_sql, walk_params)
                 page = cur.fetchall()
-                if not page:
-                    break
-                oldest = self._ingest_stage1_page(
-                    cast("list[Mapping[str, Any]]", page),
-                    channels,
-                    parent_of,
-                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
-                )
-                self._try_advance_walks(
-                    checkpoint_id,
-                    channels,
-                    parent_of,
-                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
-                    chain_by_ch,
-                    seed_ver_by_ch,
-                    walk_cursor_by_ch,
-                    seeded,
-                )
-                # Stop if every channel is seeded, or the page was short
-                # (chain exhausted — no more rows to fetch).
-                if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
-                    break
-                cursor = oldest
+            if not page:
+                break
+            oldest = _ingest_walk_page(
+                cast("list[Mapping[str, Any]]", page),
+                channels,
+                parent_of,
+                ver_by_i_by_cid,
+            )
+            has_reached_root = _advance_shared_chain(
+                target_id, parent_of, shared_cpid_chain, max_supersteps
+            )
+            if (
+                has_reached_root
+                or len(shared_cpid_chain) >= max_supersteps
+                or len(page) < _DELTA_PAGE_SIZE
+            ):
+                break
+            cursor = oldest
 
-        # Stage 2: per-channel UNION ALL — one writes branch per channel
-        # with non-empty chain, plus one blob branch per seeded channel.
-        channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
+        chained_cpid_by_ch, seed_cpid_by_ch, seed_ver_by_ch = (
+            self._resolve_delta_chains(
+                channels,
+                supersteps_by_ch,
+                shared_cpid_chain,
+                ver_by_i_by_cid,
+                has_reached_root,
+                thread_id,
+            )
+        )
+
+        # FETCH: per-channel UNION ALL — writes branch per chained channel,
+        # blob branch per seeded channel.
+        channels_with_chain = [ch for ch in channels if chained_cpid_by_ch[ch]]
         channels_with_seed = [ch for ch in channels if seed_ver_by_ch[ch] is not None]
-        stage2_sql = _build_delta_stage2_sql(
+        fetch_sql = _build_delta_fetch_sql(
             channels_with_chain=channels_with_chain,
             channels_with_seed=channels_with_seed,
         )
-
-        if stage2_sql:
-            stage2_params: list[Any] = []
+        if fetch_sql:
+            fetch_params: list[Any] = []
             for ch in channels_with_chain:
-                stage2_params.extend([thread_id, checkpoint_ns, ch, chain_by_ch[ch]])
+                fetch_params.extend(
+                    [thread_id, checkpoint_ns, ch, chained_cpid_by_ch[ch]]
+                )
             for ch in channels_with_seed:
-                stage2_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
+                fetch_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
             with self._cursor() as cur:
-                cur.execute(stage2_sql, stage2_params)
-                stage2_rows = cur.fetchall()
+                cur.execute(fetch_sql, fetch_params)
+                fetch_rows = cur.fetchall()
         else:
-            stage2_rows = []
+            fetch_rows = []
 
-        return self._build_delta_channels_writes_history(
+        return self._assemble_delta_history(
             channels=channels,
-            chain_by_ch=chain_by_ch,
+            chained_cpid_by_ch=chained_cpid_by_ch,
+            seed_cpid_by_ch=seed_cpid_by_ch,
             seed_ver_by_ch=seed_ver_by_ch,
-            stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
+            fetch_rows=cast("list[_DeltaStage2Row]", fetch_rows),
         )
 
     def _load_checkpoint_tuple(self, value: DictRow) -> CheckpointTuple:

libs/checkpoint-postgres/langgraph/checkpoint/postgres/aio.py

@@ -14,6 +14,7 @@ from langgraph.checkpoint.base import (
     CheckpointMetadata,
     CheckpointTuple,
     DeltaChannelHistory,
+    _parse_supersteps_since_last_snapshot_by_channel,
     get_checkpoint_id,
     get_serializable_checkpoint_metadata,
 )
@@ -28,9 +29,11 @@ from langgraph.checkpoint.postgres import _ainternal
 from langgraph.checkpoint.postgres.base import (
     _DELTA_PAGE_SIZE,
     BasePostgresSaver,
-    _build_delta_stage1_sql,
-    _build_delta_stage2_sql,
+    _advance_shared_chain,
+    _build_delta_fetch_sql,
+    _build_delta_walk_sql,
     _DeltaStage2Row,
+    _ingest_walk_page,
 )
 from langgraph.checkpoint.postgres.shallow import AsyncShallowPostgresSaver
 
@@ -408,89 +411,122 @@ class AsyncPostgresSaver(BasePostgresSaver):
         """Fast-path override of `BaseCheckpointSaver.aget_delta_channel_history`.
 
         See `PostgresSaver.get_delta_channel_history` for design notes; this is
-        the async equivalent with internal stage-1 paging and per-channel
-        UNION ALL stage-2.
+        the async equivalent: paged supersteps-bounded WALK + per-channel
+        UNION ALL FETCH.
         """
         if not channels:
             return {}
         channels = list(channels)
         thread_id = config["configurable"]["thread_id"]
+        if not thread_id:
+            raise ValueError("empty thread ID")
         checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
-        checkpoint_id = get_checkpoint_id(config)
-        if checkpoint_id is None:
-            target = await self.aget_tuple(config)
-            if target is None:
-                return {ch: {"writes": []} for ch in channels}
-            checkpoint_id = target.config["configurable"]["checkpoint_id"]
 
-        stage1_sql = _build_delta_stage1_sql(channels, paged=True)
+        # Resolve the target checkpoint id + its metadata (for supersteps).
+        checkpoint_id = get_checkpoint_id(config)
+        async with self._cursor() as cur:
+            if checkpoint_id is None:
+                await cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = %s AND checkpoint_ns = %s "
+                    "ORDER BY checkpoint_id DESC LIMIT 1",
+                    (thread_id, checkpoint_ns),
+                )
+            else:
+                await cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = %s AND checkpoint_ns = %s "
+                    "AND checkpoint_id = %s",
+                    (thread_id, checkpoint_ns, checkpoint_id),
+                )
+            target_row = await cur.fetchone()
+        if target_row is None:
+            return {ch: {"writes": []} for ch in channels}
+        target_id = cast(str, target_row["checkpoint_id"])
+        supersteps_by_ch = _parse_supersteps_since_last_snapshot_by_channel(
+            target_row["metadata"] or {}, channels
+        )
+        max_supersteps = max(supersteps_by_ch.values(), default=0)
+
+        # WALK: page the parent chain, bounded by the deepest supersteps.
+        walk_sql = _build_delta_walk_sql(channels)
         parent_of: dict[str, str | None] = {}
         ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
-        hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
-        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
-        seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
-        walk_cursor_by_ch: dict[str, str | None] = {}
-        seeded: set[str] = set()
+        shared_cpid_chain: list[str] = []
+        has_reached_root = False
         cursor: str | None = None
 
-        async with self._cursor() as cur:
-            while True:
-                stage1_params: list[Any] = []
-                for ch in channels:
-                    stage1_params.extend([ch, ch])
-                stage1_params.extend(
-                    [thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
-                )
-                await cur.execute(stage1_sql, stage1_params)
+        while max_supersteps > 0:
+            walk_params: list[Any] = [
+                *channels,
+                thread_id,
+                checkpoint_ns,
+                cursor,
+                cursor,
+                _DELTA_PAGE_SIZE,
+            ]
+            async with self._cursor() as cur:
+                await cur.execute(walk_sql, walk_params)
                 page = await cur.fetchall()
-                if not page:
-                    break
-                oldest = self._ingest_stage1_page(
-                    cast("list[Mapping[str, Any]]", page),
-                    channels,
-                    parent_of,
-                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
-                )
-                self._try_advance_walks(
-                    checkpoint_id,
-                    channels,
-                    parent_of,
-                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
-                    chain_by_ch,
-                    seed_ver_by_ch,
-                    walk_cursor_by_ch,
-                    seeded,
-                )
-                if len(seeded) == len(channels) or len(page) < _DELTA_PAGE_SIZE:
-                    break
-                cursor = oldest
+            if not page:
+                break
+            oldest = _ingest_walk_page(
+                cast("list[Mapping[str, Any]]", page),
+                channels,
+                parent_of,
+                ver_by_i_by_cid,
+            )
+            has_reached_root = _advance_shared_chain(
+                target_id, parent_of, shared_cpid_chain, max_supersteps
+            )
+            if (
+                has_reached_root
+                or len(shared_cpid_chain) >= max_supersteps
+                or len(page) < _DELTA_PAGE_SIZE
+            ):
+                break
+            cursor = oldest
 
-        channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
+        chained_cpid_by_ch, seed_cpid_by_ch, seed_ver_by_ch = (
+            self._resolve_delta_chains(
+                channels,
+                supersteps_by_ch,
+                shared_cpid_chain,
+                ver_by_i_by_cid,
+                has_reached_root,
+                thread_id,
+            )
+        )
+
+        # FETCH: per-channel UNION ALL — writes branch per chained channel,
+        # blob branch per seeded channel.
+        channels_with_chain = [ch for ch in channels if chained_cpid_by_ch[ch]]
         channels_with_seed = [ch for ch in channels if seed_ver_by_ch[ch] is not None]
-        stage2_sql = _build_delta_stage2_sql(
+        fetch_sql = _build_delta_fetch_sql(
             channels_with_chain=channels_with_chain,
             channels_with_seed=channels_with_seed,
         )
 
-        if stage2_sql:
-            stage2_params: list[Any] = []
+        if fetch_sql:
+            fetch_params: list[Any] = []
             for ch in channels_with_chain:
-                stage2_params.extend([thread_id, checkpoint_ns, ch, chain_by_ch[ch]])
+                fetch_params.extend(
+                    [thread_id, checkpoint_ns, ch, chained_cpid_by_ch[ch]]
+                )
             for ch in channels_with_seed:
-                stage2_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
+                fetch_params.extend([thread_id, checkpoint_ns, ch, seed_ver_by_ch[ch]])
             async with self._cursor() as cur:
-                await cur.execute(stage2_sql, stage2_params)
-                stage2_rows = await cur.fetchall()
+                await cur.execute(fetch_sql, fetch_params)
+                fetch_rows = await cur.fetchall()
         else:
-            stage2_rows = []
+            fetch_rows = []
 
-        return self._build_delta_channels_writes_history(
+        return self._assemble_delta_history(
             channels=channels,
-            chain_by_ch=chain_by_ch,
+            chained_cpid_by_ch=chained_cpid_by_ch,
+            seed_cpid_by_ch=seed_cpid_by_ch,
             seed_ver_by_ch=seed_ver_by_ch,
-            stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
+            fetch_rows=cast("list[_DeltaStage2Row]", fetch_rows),
         )
 
     async def _load_checkpoint_tuple(self, value: DictRow) -> CheckpointTuple:

libs/checkpoint-postgres/langgraph/checkpoint/postgres/base.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import logging
 import random
 import warnings
 from collections.abc import Mapping, Sequence
@@ -15,10 +16,12 @@ from langgraph.checkpoint.base import (
     PendingWrite,
     get_checkpoint_id,
 )
-from langgraph.checkpoint.serde.types import TASKS
+from langgraph.checkpoint.serde.types import TASKS, _DeltaSnapshot
 from psycopg.types.json import Jsonb
 
-# Page size for stage-1 paged scan in `get_delta_channel_history`. Internal
+logger = logging.getLogger(__name__)
+
+# Page size for the paged WALK scan in `get_delta_channel_history`. Internal
 # constant — exposing this as a kwarg is left as a follow-up.
 _DELTA_PAGE_SIZE = 1024
 
@@ -160,7 +163,7 @@ INSERT_CHECKPOINT_WRITES_SQL = """
 
 
 class _DeltaStage2Row(TypedDict, total=False):
-    """One row from `_build_delta_stage2_sql` (a UNION ALL of writes and blobs)."""
+    """One row from `_build_delta_fetch_sql` (a UNION ALL of writes and blobs)."""
 
     _kind: str  # "w" or "b"
     checkpoint_id: str | None  # "w" rows only
@@ -172,42 +175,58 @@ class _DeltaStage2Row(TypedDict, total=False):
     version: str | None  # "b" rows only
 
 
-# Multi-channel two-stage DeltaChannel reconstruction.
+# Multi-channel two-pass DeltaChannel reconstruction.
 #
-# Stage 1 scans checkpoint metadata (no blob bytes) and emits one row per
-# checkpoint with K parallel JSONB key lookups (one column pair per
-# requested delta channel: ver_i / hs_i).  No subqueries, no aggregation.
-# Python walks the parent chain once across all channels.
+# A `DeltaChannel` does not store its full value at every checkpoint — it
+# stores periodic full-value *snapshots* and accumulates intermediate
+# *writes* between snapshots. To rebuild a channel's value at a target
+# checkpoint we need:
 #
-# Stage 2 fetches all writes and the seed blobs for ALL channels in a
-# single roundtrip via `channel = ANY(%s)` and chain/seed-version
-# filtering.
+#   - the **seed** — the most recent snapshot at-or-before the target
+#     (a single blob row in `checkpoint_blobs`); and
+#   - the **chain writes** — every write for this channel committed
+#     between that snapshot and the target, in order
+#     (rows in `checkpoint_writes`).
 #
-# Empirical comparison vs an alternative "ship full channel_versions /
-# channel_values JSONB and let Python pick" form (1000 checkpoints,
-# 8 total channels in graph, 3 delta channels requested):
+# Two passes, in order:
 #
-#   Postgres execution:    A=0.24ms vs B=0.38ms   (both negligible)
-#   End-to-end latency:    A=6.83ms vs B=2.28ms   (B is 3.0x faster)
-#   Wire payload:          A=836KB  vs B=330KB    (61% smaller)
-#   Buffer hits:           identical (167 blocks)
+#   1. WALK — scan checkpoint metadata only (no blob bytes). For each
+#      requested channel we read `channel_versions[ch]` (the seed's blob
+#      version pointer). Then follow `parent_checkpoint_id` from the
+#      target backwards in pages of `_DELTA_PAGE_SIZE` rows.
 #
-# B (this dynamic-columns design) wins because it avoids JSONB
-# serialization on the wire and JSONB-to-dict deserialization in
-# psycopg.  Even at K=8 (8 delta channels = 16 dynamic columns), B
-# still beats A end-to-end (4.2ms vs 6.8ms).
+#      Walk depth is driven by the *supersteps since last snapshot*
+#      counter — `metadata.counters_since_delta_snapshot[ch][1]` — read
+#      from the target checkpoint. A channel's seed snapshot sits exactly
+#      `supersteps` hops back along the parent chain; walking by the
+#      counter (rather than scanning `channel_values` for the snapshot
+#      marker) is the only reliable way to locate seeds that aren't a
+#      `_DeltaSnapshot` sentinel — e.g. legacy plain-value blobs left by a
+#      thread that migrated from a non-delta channel, which `put` stores
+#      out of the inline `channel_values` map.
+#
+#   2. FETCH — given each channel's chained checkpoint ids and seed
+#      version from WALK, pull only the rows we need: writes for those
+#      exact checkpoint_ids and the seed blob at that exact version. One
+#      roundtrip, per-channel UNION ALL — no over-fetch.
+#
+# Walking the *parent chain* (not `list(before=...)`) matters: forked
+# threads have multiple branches, and only on-path ancestors contribute.
 
 
-def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
-    """Build stage 1 SQL with 2K parallel JSONB key lookups.
+def _build_delta_walk_sql(channels: Sequence[str]) -> str:
+    """Build the paged WALK SQL — scans checkpoint metadata only.
 
-    For channels=["messages", "files"] (with `paged=True`) the result is::
+    Emits one row per checkpoint with K parallel JSONB key lookups (one
+    `ver_i` column per requested channel — the channel's blob version, the
+    pointer we dereference in FETCH if this checkpoint is the seed). No
+    blob bytes; the result set fits a paged `LIMIT` cleanly.
+
+    For channels=["messages", "files"] the result is::
 
         SELECT checkpoint_id, parent_checkpoint_id,
                checkpoint -> 'channel_versions' ->> %s AS ver_0,
-               (checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_0,
-               checkpoint -> 'channel_versions' ->> %s AS ver_1,
-               (checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_1
+               checkpoint -> 'channel_versions' ->> %s AS ver_1
         FROM checkpoints
         WHERE thread_id = %s AND checkpoint_ns = %s
           AND (%s::text IS NULL OR checkpoint_id < %s)
@@ -215,45 +234,38 @@ def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
         LIMIT %s
 
     Channel names are passed as `%s` parameters (safe from SQL injection).
-    Only the column aliases `ver_i` / `hs_i` are interpolated into the
-    SQL string (i is bounded by len(channels) and uses safe identifiers).
+    Only the column aliases `ver_i` are interpolated into the SQL string
+    (i is bounded by len(channels) and uses safe identifiers).
 
-    Caller must extend params with `[ch_0, ch_0, ch_1, ch_1, ...,
-    thread_id, ns, cursor, cursor, page_size]` when `paged=True`.
-
-    When `paged=False`, the WHERE has no cursor predicate and there's no
-    LIMIT/ORDER BY — kept as a non-public helper for tests/diagnostics.
+    Caller must extend params with `[ch_0, ch_1, ..., thread_id, ns,
+    cursor, cursor, page_size]`. The `cursor` is the smallest
+    `checkpoint_id` from the previous page (or `None` on the first page);
+    `(%s::text IS NULL OR ...)` makes the first-page `WHERE` a no-op.
     """
-    cols = []
-    for i in range(len(channels)):
-        cols.append(
-            f"checkpoint -> 'channel_versions' ->> %s AS ver_{i}, "
-            f"(checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_{i}"
-        )
-    sql = (
+    cols = [
+        f"checkpoint -> 'channel_versions' ->> %s AS ver_{i}"
+        for i in range(len(channels))
+    ]
+    return (
         "SELECT checkpoint_id, parent_checkpoint_id, "
         + ", ".join(cols)
         + " FROM checkpoints WHERE thread_id = %s AND checkpoint_ns = %s"
+        " AND (%s::text IS NULL OR checkpoint_id < %s)"
+        " ORDER BY checkpoint_id DESC LIMIT %s"
     )
-    if paged:
-        sql += (
-            " AND (%s::text IS NULL OR checkpoint_id < %s)"
-            " ORDER BY checkpoint_id DESC LIMIT %s"
-        )
-    return sql
 
 
-def _build_delta_stage2_sql(
+def _build_delta_fetch_sql(
     *,
     channels_with_chain: Sequence[str],
     channels_with_seed: Sequence[str],
 ) -> str:
-    """Build stage 2 SQL as a per-channel UNION ALL.
+    """Build the FETCH SQL as a per-channel UNION ALL.
 
     For each channel with a non-empty chain, emit one branch reading
     `checkpoint_writes` for that specific channel + chain_cids. For each
     channel with a seed_version, emit one branch reading `checkpoint_blobs`
-    for that channel + version. This avoids the over-fetch of the prior
+    for that channel + version. This avoids the over-fetch of a single
     `channel = ANY(channels) AND checkpoint_id = ANY(union)` form when
     channels have different chain depths.
 
@@ -269,6 +281,7 @@ def _build_delta_stage2_sql(
     """
     branches: list[str] = []
     for _ in channels_with_chain:
+        # NOTE: no ORDER BY on this branch — writes are sorted in assembly.
         branches.append(
             "SELECT 'w'::text AS _kind, "
             "checkpoint_id, channel, "
@@ -288,10 +301,59 @@ def _build_delta_stage2_sql(
     return " UNION ALL ".join(branches)
 
 
-# Stage 1 rows are dynamic-shape dicts: {checkpoint_id, parent_checkpoint_id,
-# ver_0, hs_0, ver_1, hs_1, ...}.  Walking is parameterized by the channel
-# list to map indices back to channel names — no static TypedDict here.
-# `dict[str, Any]` is the practical signature.
+def _ingest_walk_page(
+    page_rows: Sequence[Mapping[str, Any]],
+    channels: Sequence[str],
+    parent_of: dict[str, str | None],
+    ver_by_i_by_cid: list[dict[str, str | None]],
+) -> str | None:
+    """Fold one WALK page into `parent_of` + per-channel `ver_by_cid`.
+
+    Returns the oldest checkpoint_id seen on this page (smallest, since
+    pages come back DESC). Caller uses it as the cursor for the next page
+    (`AND checkpoint_id < cursor`).
+    """
+    oldest: str | None = None
+    for r in page_rows:
+        cid = cast(str, r["checkpoint_id"])
+        parent_of[cid] = cast("str | None", r["parent_checkpoint_id"])
+        for i in range(len(channels)):
+            ver_by_i_by_cid[i][cid] = cast("str | None", r.get(f"ver_{i}"))
+        # Rows are DESC; the last one is the smallest cid in the page.
+        oldest = cid
+    return oldest
+
+
+def _advance_shared_chain(
+    target_id: str,
+    parent_of: Mapping[str, str | None],
+    shared_cpid_chain: list[str],
+    max_supersteps: int,
+) -> bool:
+    """Extend the shared parent chain as far as ingested pages allow.
+
+    The chain holds ancestors of the target, newest first: `chain[0]` is
+    the target's parent, `chain[1]` its grandparent, and so on. A single
+    chain is shared across all channels and grown to the maximum requested
+    depth; each channel later slices `chain[:supersteps]`.
+
+    Stops when:
+      - the chain reaches `max_supersteps` hops, OR
+      - the root is reached (parent is None) — returns True, OR
+      - the next ancestor's cid isn't in `parent_of` yet (waits for the
+        next page).
+
+    Returns True iff the root was reached.
+    """
+    while len(shared_cpid_chain) < max_supersteps:
+        top_of_chain = shared_cpid_chain[-1] if shared_cpid_chain else target_id
+        if top_of_chain not in parent_of:
+            return False  # wait for the next page
+        parent = parent_of[top_of_chain]
+        if parent is None:
+            return True  # hit the root
+        shared_cpid_chain.append(parent)
+    return False
 
 
 class BasePostgresSaver(BaseCheckpointSaver[str]):
@@ -336,107 +398,92 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
             if t.decode() != "empty"
         }
 
-    @staticmethod
-    def _ingest_stage1_page(
-        stage1_rows: Sequence[Mapping[str, Any]],
+    def _resolve_delta_chains(
+        self,
         channels: Sequence[str],
-        parent_of: dict[str, str | None],
-        ver_by_i_by_cid: list[dict[str, str | None]],
-        hs_by_i_by_cid: list[dict[str, bool]],
-    ) -> str | None:
-        """Fold one stage-1 page into the running walk-state mappings.
-
-        Returns the oldest checkpoint_id seen on this page (smallest, since
-        pages come back DESC). Caller uses it as the cursor for the next
-        page (`AND checkpoint_id < cursor`).
-        """
-        oldest: str | None = None
-        for r in stage1_rows:
-            cid = cast(str, r["checkpoint_id"])
-            parent_of[cid] = cast("str | None", r["parent_checkpoint_id"])
-            for i in range(len(channels)):
-                ver_by_i_by_cid[i][cid] = cast("str | None", r.get(f"ver_{i}"))
-                hs_by_i_by_cid[i][cid] = bool(r.get(f"hs_{i}"))
-            # Rows are DESC; the last one is the smallest cid in the page.
-            oldest = cid
-        return oldest
-
-    @staticmethod
-    def _try_advance_walks(
-        target_id: str,
-        channels: Sequence[str],
-        parent_of: Mapping[str, str | None],
+        supersteps_by_ch: Mapping[str, int],
+        shared_cpid_chain: Sequence[str],
         ver_by_i_by_cid: Sequence[Mapping[str, str | None]],
-        hs_by_i_by_cid: Sequence[Mapping[str, bool]],
-        chain_by_ch: dict[str, list[str]],
-        seed_ver_by_ch: dict[str, str | None],
-        walk_cursor_by_ch: dict[str, str | None],
-        seeded: set[str],
-    ) -> None:
-        """Advance each not-yet-seeded channel's walk as far as possible.
+        has_reached_root: bool,
+        thread_id: str,
+    ) -> tuple[
+        dict[str, list[str]],
+        dict[str, str | None],
+        dict[str, str | None],
+    ]:
+        """Slice the shared parent chain into per-channel chain/seed mappings.
 
-        Uses the partial `parent_of` map accumulated so far. A walk stops
-        either because:
-          (a) it found a snapshot for its channel (channel becomes seeded),
-          (b) it reached a real root (parent_of[cid] is None — fully
-              materialized at this point), or
-          (c) the next ancestor cid isn't in `parent_of` yet (waiting for
-              a later page; the cursor stays put).
+        For each channel the seed snapshot sits `supersteps` hops back, so
+        the seed checkpoint is `shared_cpid_chain[supersteps - 1]` and the
+        chain is `shared_cpid_chain[:supersteps]` (newest first).
 
-        Mutates `chain_by_ch`, `seed_ver_by_ch`, `walk_cursor_by_ch`, and
-        `seeded` in place.
+        When the chain is shorter than `supersteps` but the walk reached the
+        root, the persisted chain is "compressed" relative to the logical
+        superstep count — either because intermediate supersteps were never
+        persisted (`durability="exit"`) or because the thread never produced
+        a snapshot at all. In both cases the seed candidate is the oldest
+        persisted checkpoint (`shared_cpid_chain[-1]`): FETCH loads its blob,
+        and assembly keeps it only if non-empty (a real snapshot or migrated
+        value) — otherwise it omits `seed` and replays the full chain on an
+        empty baseline.
         """
+        chained_cpid_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
+        seed_cpid_by_ch: dict[str, str | None] = {ch: None for ch in channels}
+        seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
         for i, ch in enumerate(channels):
-            if ch in seeded:
+            bound = supersteps_by_ch.get(ch, 0)
+            if bound <= 0:
                 continue
-            # First-time entry: cursor starts at the target's parent.
-            if ch not in walk_cursor_by_ch:
-                walk_cursor_by_ch[ch] = parent_of.get(target_id)
-            cur_cid = walk_cursor_by_ch[ch]
-            ch_chain = chain_by_ch[ch]
-            hs_i = hs_by_i_by_cid[i]
-            ver_i = ver_by_i_by_cid[i]
-            while cur_cid is not None:
-                if cur_cid not in parent_of:
-                    # Need more pages to continue this walk.
-                    break
-                ch_chain.append(cur_cid)
-                if hs_i.get(cur_cid, False):
-                    seed_ver_by_ch[ch] = ver_i.get(cur_cid)
-                    seeded.add(ch)
-                    cur_cid = None
-                    break
-                cur_cid = parent_of[cur_cid]
-            walk_cursor_by_ch[ch] = cur_cid
+            if len(shared_cpid_chain) >= bound:
+                seed_depth = bound
+            elif has_reached_root:
+                seed_depth = len(shared_cpid_chain)
+            else:
+                logger.warning(
+                    "cannot find seed snapshot for delta channel "
+                    "(thread_id=%s, channel=%s)",
+                    thread_id,
+                    ch,
+                )
+                continue
+            if seed_depth <= 0:
+                continue
+            chained_cpid_by_ch[ch] = list(shared_cpid_chain[:seed_depth])
+            seed_cpid_by_ch[ch] = shared_cpid_chain[seed_depth - 1]
+            seed_ver_by_ch[ch] = ver_by_i_by_cid[i].get(seed_cpid_by_ch[ch])
+        return chained_cpid_by_ch, seed_cpid_by_ch, seed_ver_by_ch
 
-    def _build_delta_channels_writes_history(
+    def _assemble_delta_history(
         self,
         *,
         channels: Sequence[str],
-        chain_by_ch: Mapping[str, list[str]],
+        chained_cpid_by_ch: Mapping[str, Sequence[str]],
+        seed_cpid_by_ch: Mapping[str, str | None],
         seed_ver_by_ch: Mapping[str, str | None],
-        stage2_rows: Sequence[_DeltaStage2Row],
+        fetch_rows: Sequence[_DeltaStage2Row],
     ) -> dict[str, DeltaChannelHistory]:
-        """Demux stage 2 rows per channel; produce per-channel histories.
+        """Demux FETCH rows per channel and produce per-channel histories.
 
-        stage2_rows carry `channel` on every row. We build per-channel
-        `writes_by_cid` and per-channel `seed_blob` dicts, then assemble
-        a `DeltaChannelHistory` per requested channel. The `seed` key is omitted
-        when the walk reached root with no snapshot found, or when the
-        seed blob is sentinel "empty" — in both cases the consumer treats
-        absence as "start empty".
+        `fetch_rows` carry `channel` on every row. Write rows (`_kind = 'w'`)
+        are bucketed per channel per checkpoint; seed-blob rows
+        (`_kind = 'b'`) give each channel its snapshot value.
+
+        The seed checkpoint's own writes are replayed on top of a
+        `_DeltaSnapshot` seed (the snapshot is the value *prior* to its own
+        writes), but skipped for a migrated plain-value seed (a legacy
+        non-delta blob already incorporates those writes). The `seed` key is
+        omitted when no seed was located or the blob is the "empty"
+        tombstone — the consumer treats absence as "start empty".
         """
         # writes_by_ch_by_cid[channel][cid] = list of (type, blob, task_id, idx)
         writes_by_ch_by_cid: dict[str, dict[str, list[tuple[str, bytes, str, int]]]] = {
             ch: {} for ch in channels
         }
-        # seed_blob_by_ver[(channel, version)] = (type, blob)
-        seed_blob_by_ver: dict[tuple[str, str], tuple[str, bytes]] = {}
+        seed_blob_by_ch: dict[str, tuple[str, bytes]] = {}
 
-        for r in stage2_rows:
+        for r in fetch_rows:
             ch = cast(str, r["channel"])
-            kind = r["_kind"]
-            if kind == "w":
+            if r["_kind"] == "w":
                 cid = cast(str, r["checkpoint_id"])
                 writes_by_ch_by_cid.setdefault(ch, {}).setdefault(cid, []).append(
                     cast(
@@ -444,35 +491,39 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
                         (r["type"], r["blob"], r["task_id"], r["idx"]),
                     )
                 )
-            else:  # kind == "b"
-                ver = cast(str, r["version"])
-                seed_blob_by_ver[(ch, ver)] = cast(
-                    "tuple[str, bytes]", (r["type"], r["blob"])
-                )
+            else:  # _kind == "b" — the seed blob for this channel.
+                seed_blob_by_ch[ch] = cast("tuple[str, bytes]", (r["type"], r["blob"]))
 
-        # Sort writes per (channel, cid) newest-first by (task_id, idx)
+        # Within a checkpoint, writes apply oldest→newest by (task_id, idx).
         for cid_map in writes_by_ch_by_cid.values():
             for ws in cid_map.values():
-                ws.sort(key=lambda w: (w[2], w[3]), reverse=True)
+                ws.sort(key=lambda w: (w[2], w[3]))
 
         result: dict[str, DeltaChannelHistory] = {}
         for ch in channels:
-            chain_cids = chain_by_ch.get(ch, [])
-            seed_version = seed_ver_by_ch.get(ch)
+            entry: DeltaChannelHistory = {"writes": []}
+
+            skip_seed_checkpoint_writes = False
+            seed_blob = seed_blob_by_ch.get(ch)
+            if seed_blob is not None and seed_blob[0] != "empty":
+                seed_value = self.serde.loads_typed(seed_blob)
+                entry["seed"] = seed_value
+                # A migrated (non-delta) seed already includes the writes on
+                # its own checkpoint; a `_DeltaSnapshot` does not.
+                skip_seed_checkpoint_writes = not isinstance(seed_value, _DeltaSnapshot)
 
-            collected: list[PendingWrite] = []
             cid_writes = writes_by_ch_by_cid.get(ch, {})
-            for cid in chain_cids:
-                for type_tag, write_blob, task_id, _idx in cid_writes.get(cid, []):
-                    val = self.serde.loads_typed((type_tag, write_blob))
-                    collected.append((task_id, ch, val))
-            collected.reverse()
-
-            entry: DeltaChannelHistory = {"writes": collected}
-            if seed_version is not None:
-                blob = seed_blob_by_ver.get((ch, seed_version))
-                if blob is not None and blob[0] != "empty":
-                    entry["seed"] = self.serde.loads_typed(blob)
+            if cid_writes:
+                collected: list[PendingWrite] = []
+                seed_cpid = seed_cpid_by_ch.get(ch)
+                # Chain is newest→oldest; replay oldest→newest.
+                for cid in reversed(chained_cpid_by_ch.get(ch, [])):
+                    if skip_seed_checkpoint_writes and cid == seed_cpid:
+                        continue
+                    for type_tag, write_blob, task_id, _idx in cid_writes.get(cid, []):
+                        val = self.serde.loads_typed((type_tag, write_blob))
+                        collected.append((task_id, ch, val))
+                entry["writes"] = collected
             result[ch] = entry
         return result
 

libs/checkpoint-postgres/uv.lock

@@ -399,7 +399,7 @@ test = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.0"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -409,12 +409,13 @@ dependencies = [
     { name = "requests" },
     { name = "requests-toolbelt" },
     { name = "uuid-utils" },
+    { name = "websockets" },
     { name = "xxhash" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [[package]]
@@ -1167,6 +1168,74 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" },
 ]
 
+[[package]]
+name = "websockets"
+version = "16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/74/221f58decd852f4b59cc3354cccaf87e8ef695fede361d03dc9a7396573b/websockets-16.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a", size = 177343, upload-time = "2026-01-10T09:22:21.28Z" },
+    { url = "https://files.pythonhosted.org/packages/19/0f/22ef6107ee52ab7f0b710d55d36f5a5d3ef19e8a205541a6d7ffa7994e5a/websockets-16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0", size = 175021, upload-time = "2026-01-10T09:22:22.696Z" },
+    { url = "https://files.pythonhosted.org/packages/10/40/904a4cb30d9b61c0e278899bf36342e9b0208eb3c470324a9ecbaac2a30f/websockets-16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957", size = 175320, upload-time = "2026-01-10T09:22:23.94Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/2f/4b3ca7e106bc608744b1cdae041e005e446124bebb037b18799c2d356864/websockets-16.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72", size = 183815, upload-time = "2026-01-10T09:22:25.469Z" },
+    { url = "https://files.pythonhosted.org/packages/86/26/d40eaa2a46d4302becec8d15b0fc5e45bdde05191e7628405a19cf491ccd/websockets-16.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde", size = 185054, upload-time = "2026-01-10T09:22:27.101Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/ba/6500a0efc94f7373ee8fefa8c271acdfd4dca8bd49a90d4be7ccabfc397e/websockets-16.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3", size = 184565, upload-time = "2026-01-10T09:22:28.293Z" },
+    { url = "https://files.pythonhosted.org/packages/04/b4/96bf2cee7c8d8102389374a2616200574f5f01128d1082f44102140344cc/websockets-16.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3", size = 183848, upload-time = "2026-01-10T09:22:30.394Z" },
+    { url = "https://files.pythonhosted.org/packages/02/8e/81f40fb00fd125357814e8c3025738fc4ffc3da4b6b4a4472a82ba304b41/websockets-16.0-cp310-cp310-win32.whl", hash = "sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9", size = 178249, upload-time = "2026-01-10T09:22:32.083Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/5f/7e40efe8df57db9b91c88a43690ac66f7b7aa73a11aa6a66b927e44f26fa/websockets-16.0-cp310-cp310-win_amd64.whl", hash = "sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35", size = 178685, upload-time = "2026-01-10T09:22:33.345Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/db/de907251b4ff46ae804ad0409809504153b3f30984daf82a1d84a9875830/websockets-16.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8", size = 177340, upload-time = "2026-01-10T09:22:34.539Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/fa/abe89019d8d8815c8781e90d697dec52523fb8ebe308bf11664e8de1877e/websockets-16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad", size = 175022, upload-time = "2026-01-10T09:22:36.332Z" },
+    { url = "https://files.pythonhosted.org/packages/58/5d/88ea17ed1ded2079358b40d31d48abe90a73c9e5819dbcde1606e991e2ad/websockets-16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d", size = 175319, upload-time = "2026-01-10T09:22:37.602Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/ae/0ee92b33087a33632f37a635e11e1d99d429d3d323329675a6022312aac2/websockets-16.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe", size = 184631, upload-time = "2026-01-10T09:22:38.789Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/c5/27178df583b6c5b31b29f526ba2da5e2f864ecc79c99dae630a85d68c304/websockets-16.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b", size = 185870, upload-time = "2026-01-10T09:22:39.893Z" },
+    { url = "https://files.pythonhosted.org/packages/87/05/536652aa84ddc1c018dbb7e2c4cbcd0db884580bf8e95aece7593fde526f/websockets-16.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5", size = 185361, upload-time = "2026-01-10T09:22:41.016Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/e2/d5332c90da12b1e01f06fb1b85c50cfc489783076547415bf9f0a659ec19/websockets-16.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64", size = 184615, upload-time = "2026-01-10T09:22:42.442Z" },
+    { url = "https://files.pythonhosted.org/packages/77/fb/d3f9576691cae9253b51555f841bc6600bf0a983a461c79500ace5a5b364/websockets-16.0-cp311-cp311-win32.whl", hash = "sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6", size = 178246, upload-time = "2026-01-10T09:22:43.654Z" },
+    { url = "https://files.pythonhosted.org/packages/54/67/eaff76b3dbaf18dcddabc3b8c1dba50b483761cccff67793897945b37408/websockets-16.0-cp311-cp311-win_amd64.whl", hash = "sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac", size = 178684, upload-time = "2026-01-10T09:22:44.941Z" },
+    { url = "https://files.pythonhosted.org/packages/84/7b/bac442e6b96c9d25092695578dda82403c77936104b5682307bd4deb1ad4/websockets-16.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00", size = 177365, upload-time = "2026-01-10T09:22:46.787Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/fe/136ccece61bd690d9c1f715baaeefd953bb2360134de73519d5df19d29ca/websockets-16.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79", size = 175038, upload-time = "2026-01-10T09:22:47.999Z" },
+    { url = "https://files.pythonhosted.org/packages/40/1e/9771421ac2286eaab95b8575b0cb701ae3663abf8b5e1f64f1fd90d0a673/websockets-16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39", size = 175328, upload-time = "2026-01-10T09:22:49.809Z" },
+    { url = "https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c", size = 184915, upload-time = "2026-01-10T09:22:51.071Z" },
+    { url = "https://files.pythonhosted.org/packages/97/bb/21c36b7dbbafc85d2d480cd65df02a1dc93bf76d97147605a8e27ff9409d/websockets-16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f", size = 186152, upload-time = "2026-01-10T09:22:52.224Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/34/9bf8df0c0cf88fa7bfe36678dc7b02970c9a7d5e065a3099292db87b1be2/websockets-16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1", size = 185583, upload-time = "2026-01-10T09:22:53.443Z" },
+    { url = "https://files.pythonhosted.org/packages/47/88/4dd516068e1a3d6ab3c7c183288404cd424a9a02d585efbac226cb61ff2d/websockets-16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2", size = 184880, upload-time = "2026-01-10T09:22:55.033Z" },
+    { url = "https://files.pythonhosted.org/packages/91/d6/7d4553ad4bf1c0421e1ebd4b18de5d9098383b5caa1d937b63df8d04b565/websockets-16.0-cp312-cp312-win32.whl", hash = "sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89", size = 178261, upload-time = "2026-01-10T09:22:56.251Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/f0/f3a17365441ed1c27f850a80b2bc680a0fa9505d733fe152fdf5e98c1c0b/websockets-16.0-cp312-cp312-win_amd64.whl", hash = "sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea", size = 178693, upload-time = "2026-01-10T09:22:57.478Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/9c/baa8456050d1c1b08dd0ec7346026668cbc6f145ab4e314d707bb845bf0d/websockets-16.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9", size = 177364, upload-time = "2026-01-10T09:22:59.333Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/0c/8811fc53e9bcff68fe7de2bcbe75116a8d959ac699a3200f4847a8925210/websockets-16.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230", size = 175039, upload-time = "2026-01-10T09:23:01.171Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/82/39a5f910cb99ec0b59e482971238c845af9220d3ab9fa76dd9162cda9d62/websockets-16.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c", size = 175323, upload-time = "2026-01-10T09:23:02.341Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/28/0a25ee5342eb5d5f297d992a77e56892ecb65e7854c7898fb7d35e9b33bd/websockets-16.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5", size = 184975, upload-time = "2026-01-10T09:23:03.756Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/66/27ea52741752f5107c2e41fda05e8395a682a1e11c4e592a809a90c6a506/websockets-16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82", size = 186203, upload-time = "2026-01-10T09:23:05.01Z" },
+    { url = "https://files.pythonhosted.org/packages/37/e5/8e32857371406a757816a2b471939d51c463509be73fa538216ea52b792a/websockets-16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8", size = 185653, upload-time = "2026-01-10T09:23:06.301Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/67/f926bac29882894669368dc73f4da900fcdf47955d0a0185d60103df5737/websockets-16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f", size = 184920, upload-time = "2026-01-10T09:23:07.492Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/a1/3d6ccdcd125b0a42a311bcd15a7f705d688f73b2a22d8cf1c0875d35d34a/websockets-16.0-cp313-cp313-win32.whl", hash = "sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a", size = 178255, upload-time = "2026-01-10T09:23:09.245Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/ae/90366304d7c2ce80f9b826096a9e9048b4bb760e44d3b873bb272cba696b/websockets-16.0-cp313-cp313-win_amd64.whl", hash = "sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156", size = 178689, upload-time = "2026-01-10T09:23:10.483Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/1d/e88022630271f5bd349ed82417136281931e558d628dd52c4d8621b4a0b2/websockets-16.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0", size = 177406, upload-time = "2026-01-10T09:23:12.178Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/78/e63be1bf0724eeb4616efb1ae1c9044f7c3953b7957799abb5915bffd38e/websockets-16.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904", size = 175085, upload-time = "2026-01-10T09:23:13.511Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4", size = 175328, upload-time = "2026-01-10T09:23:14.727Z" },
+    { url = "https://files.pythonhosted.org/packages/63/bc/d3e208028de777087e6fb2b122051a6ff7bbcca0d6df9d9c2bf1dd869ae9/websockets-16.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e", size = 185044, upload-time = "2026-01-10T09:23:15.939Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/6e/9a0927ac24bd33a0a9af834d89e0abc7cfd8e13bed17a86407a66773cc0e/websockets-16.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4", size = 186279, upload-time = "2026-01-10T09:23:17.148Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/ca/bf1c68440d7a868180e11be653c85959502efd3a709323230314fda6e0b3/websockets-16.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1", size = 185711, upload-time = "2026-01-10T09:23:18.372Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/f8/fdc34643a989561f217bb477cbc47a3a07212cbda91c0e4389c43c296ebf/websockets-16.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3", size = 184982, upload-time = "2026-01-10T09:23:19.652Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/d1/574fa27e233764dbac9c52730d63fcf2823b16f0856b3329fc6268d6ae4f/websockets-16.0-cp314-cp314-win32.whl", hash = "sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8", size = 177915, upload-time = "2026-01-10T09:23:21.458Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/f1/ae6b937bf3126b5134ce1f482365fde31a357c784ac51852978768b5eff4/websockets-16.0-cp314-cp314-win_amd64.whl", hash = "sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d", size = 178381, upload-time = "2026-01-10T09:23:22.715Z" },
+    { url = "https://files.pythonhosted.org/packages/06/9b/f791d1db48403e1f0a27577a6beb37afae94254a8c6f08be4a23e4930bc0/websockets-16.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244", size = 177737, upload-time = "2026-01-10T09:23:24.523Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/40/53ad02341fa33b3ce489023f635367a4ac98b73570102ad2cdd770dacc9a/websockets-16.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e", size = 175268, upload-time = "2026-01-10T09:23:25.781Z" },
+    { url = "https://files.pythonhosted.org/packages/74/9b/6158d4e459b984f949dcbbb0c5d270154c7618e11c01029b9bbd1bb4c4f9/websockets-16.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641", size = 175486, upload-time = "2026-01-10T09:23:27.033Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/2d/7583b30208b639c8090206f95073646c2c9ffd66f44df967981a64f849ad/websockets-16.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8", size = 185331, upload-time = "2026-01-10T09:23:28.259Z" },
+    { url = "https://files.pythonhosted.org/packages/45/b0/cce3784eb519b7b5ad680d14b9673a31ab8dcb7aad8b64d81709d2430aa8/websockets-16.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e", size = 186501, upload-time = "2026-01-10T09:23:29.449Z" },
+    { url = "https://files.pythonhosted.org/packages/19/60/b8ebe4c7e89fb5f6cdf080623c9d92789a53636950f7abacfc33fe2b3135/websockets-16.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944", size = 186062, upload-time = "2026-01-10T09:23:31.368Z" },
+    { url = "https://files.pythonhosted.org/packages/88/a8/a080593f89b0138b6cba1b28f8df5673b5506f72879322288b031337c0b8/websockets-16.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206", size = 185356, upload-time = "2026-01-10T09:23:32.627Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/b6/b9afed2afadddaf5ebb2afa801abf4b0868f42f8539bfe4b071b5266c9fe/websockets-16.0-cp314-cp314t-win32.whl", hash = "sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6", size = 178085, upload-time = "2026-01-10T09:23:33.816Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/3e/28135a24e384493fa804216b79a6a6759a38cc4ff59118787b9fb693df93/websockets-16.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd", size = 178531, upload-time = "2026-01-10T09:23:35.016Z" },
+    { url = "https://files.pythonhosted.org/packages/72/07/c98a68571dcf256e74f1f816b8cc5eae6eb2d3d5cfa44d37f801619d9166/websockets-16.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d", size = 174947, upload-time = "2026-01-10T09:23:36.166Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/52/93e166a81e0305b33fe416338be92ae863563fe7bce446b0f687b9df5aea/websockets-16.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03", size = 175260, upload-time = "2026-01-10T09:23:37.409Z" },
+    { url = "https://files.pythonhosted.org/packages/56/0c/2dbf513bafd24889d33de2ff0368190a0e69f37bcfa19009ef819fe4d507/websockets-16.0-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da", size = 176071, upload-time = "2026-01-10T09:23:39.158Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/8f/aea9c71cc92bf9b6cc0f7f70df8f0b420636b6c96ef4feee1e16f80f75dd/websockets-16.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c", size = 176968, upload-time = "2026-01-10T09:23:41.031Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
+]
+
 [[package]]
 name = "xxhash"
 version = "3.6.0"

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/__init__.py

@@ -24,10 +24,12 @@ from langgraph.checkpoint.base import (
 from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
 
 from langgraph.checkpoint.sqlite._delta import (
-    DELTA_STAGE1_SQL,
+    DELTA_WALK_SQL,
     build_delta_channels_writes_history,
-    build_delta_stage2_sql,
-    step_walk_with_row,
+    build_delta_writes_fetch_sql,
+    parse_supersteps_since_last_snapshot_by_channel,
+    resolve_delta_chains,
+    step_walk_supersteps,
 )
 from langgraph.checkpoint.sqlite.utils import search_where
 
@@ -505,68 +507,106 @@ class SqliteSaver(BaseCheckpointSaver[str]):
     ) -> Mapping[str, DeltaChannelHistory]:
         """Fast-path override of `BaseCheckpointSaver.get_delta_channel_history`.
 
-        Two-stage query:
+        Walks the parent chain `supersteps` hops (read from the target's
+        `counters_since_delta_snapshot` metadata) to each channel's seed
+        snapshot, then collects the writes between the seed and the target.
 
-        * Stage 1 (paged): newest-first slice of `checkpoints` returning
+        * WALK: stream a newest-first slice of `checkpoints` returning
           `(checkpoint_id, parent_checkpoint_id, type, checkpoint)` per
-          ancestor. Sqlite has no JSONB, so we ship the full serialized
-          checkpoint blob and inspect `channel_values` in Python. Pages
-          newest-first by `checkpoint_id` with a `< cursor` predicate;
-          page size is `DELTA_PAGE_SIZE`. Stops paging when every channel
-          has found its seed or the chain is exhausted.
+          ancestor. Sqlite has no JSONB, so we deserialize only the seed
+          checkpoints to read their inline `channel_values`. Stops once the
+          shared chain reaches the deepest requested `supersteps` or the
+          root is reached.
 
-        * Stage 2 (per-channel UNION ALL): one branch per channel reading
-          `writes` filtered to that channel's specific `chain_cids`. No
-          separate seed-blob fetch — sqlite stores `channel_values` inline
-          in the checkpoint blob, so seeds come back from stage 1.
+        * FETCH (per-channel UNION ALL): one branch per channel reading
+          `writes` filtered to that channel's `chain_cids`. No separate
+          seed-blob fetch — sqlite stores `channel_values` inline.
         """
         if not channels:
             return {}
         channels = list(channels)
         thread_id = str(config["configurable"]["thread_id"])
+        if not thread_id:
+            raise ValueError("empty thread ID")
         checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
-        checkpoint_id = get_checkpoint_id(config)
-        if checkpoint_id is None:
-            target = self.get_tuple(config)
-            if target is None:
-                return {ch: {"writes": []} for ch in channels}
-            checkpoint_id = target.config["configurable"]["checkpoint_id"]
 
-        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
-        seed_val_by_ch: dict[str, Any] = {}
+        # Resolve the target checkpoint id + its metadata (for supersteps).
+        checkpoint_id = get_checkpoint_id(config)
+        with self.cursor(transaction=False) as cur:
+            if checkpoint_id is None:
+                cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = ? AND checkpoint_ns = ? "
+                    "ORDER BY checkpoint_id DESC LIMIT 1",
+                    (thread_id, checkpoint_ns),
+                )
+            else:
+                cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = ? AND checkpoint_ns = ? "
+                    "AND checkpoint_id = ?",
+                    (thread_id, checkpoint_ns, checkpoint_id),
+                )
+            target_row = cur.fetchone()
+        if target_row is None:
+            return {ch: {"writes": []} for ch in channels}
+        target_id = str(target_row[0])
+        metadata = json.loads(target_row[1]) if target_row[1] is not None else {}
+        supersteps_by_ch = parse_supersteps_since_last_snapshot_by_channel(
+            metadata, channels
+        )
+        max_supersteps = max(supersteps_by_ch.values(), default=0)
+        needed_depths = set(supersteps_by_ch.values())
+
+        shared_cpid_chain: list[str] = []
         walk_state: dict[str, Any] = {}
-        seeded: set[str] = set()
+        seed_values_by_depth: dict[int, dict[str, Any]] = {}
 
         with self.cursor(transaction=False) as cur:
-            cur.execute(DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id))
-            for row in cur:
-                cid, parent_cid, type_tag, blob = row
-                if step_walk_with_row(
-                    cid=cid,
-                    parent_cid=parent_cid,
-                    type_tag=type_tag,
-                    blob=blob,
-                    target_id=checkpoint_id,
-                    serde=self.serde,
-                    chain_by_ch=chain_by_ch,
-                    seed_val_by_ch=seed_val_by_ch,
-                    walk_state=walk_state,
-                    seeded=seeded,
-                    channels=channels,
-                ):
-                    break
+            if max_supersteps > 0:
+                cur.execute(DELTA_WALK_SQL, (thread_id, checkpoint_ns, target_id))
+                for row in cur:
+                    cid, parent_cid, type_tag, blob = row
+                    if step_walk_supersteps(
+                        cid=cid,
+                        parent_cid=parent_cid,
+                        type_tag=type_tag,
+                        blob=blob,
+                        target_id=target_id,
+                        serde=self.serde,
+                        shared_cpid_chain=shared_cpid_chain,
+                        walk_state=walk_state,
+                        max_supersteps=max_supersteps,
+                        needed_depths=needed_depths,
+                        seed_values_by_depth=seed_values_by_depth,
+                        channels=channels,
+                    ):
+                        break
 
-            channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
-            stage2_sql = build_delta_stage2_sql(
-                chain_lens=[len(chain_by_ch[ch]) for ch in channels_with_chain],
+            (
+                chained_cpid_by_ch,
+                seed_cpid_by_ch,
+                seed_value_by_ch,
+            ) = resolve_delta_chains(
+                channels=channels,
+                supersteps_by_ch=supersteps_by_ch,
+                shared_cpid_chain=shared_cpid_chain,
+                seed_values_by_depth=seed_values_by_depth,
+                has_reached_root=bool(walk_state.get("reached_root")),
+                thread_id=thread_id,
             )
-            if stage2_sql:
-                stage2_params: list[Any] = []
+
+            channels_with_chain = [ch for ch in channels if chained_cpid_by_ch[ch]]
+            fetch_sql = build_delta_writes_fetch_sql(
+                chain_lens=[len(chained_cpid_by_ch[ch]) for ch in channels_with_chain],
+            )
+            if fetch_sql:
+                fetch_params: list[Any] = []
                 for ch in channels_with_chain:
-                    stage2_params.extend(
-                        [thread_id, checkpoint_ns, ch, *chain_by_ch[ch]]
+                    fetch_params.extend(
+                        [thread_id, checkpoint_ns, ch, *chained_cpid_by_ch[ch]]
                     )
-                cur.execute(stage2_sql, stage2_params)
+                cur.execute(fetch_sql, fetch_params)
                 stage2_rows = cast(
                     "list[tuple[str, str, str, int, str, bytes]]", cur.fetchall()
                 )
@@ -575,9 +615,9 @@ class SqliteSaver(BaseCheckpointSaver[str]):
 
         return build_delta_channels_writes_history(
             channels=channels,
-            chain_by_ch=chain_by_ch,
-            seed_val_by_ch=seed_val_by_ch,
-            seeded=seeded,
+            chained_cpid_by_ch=chained_cpid_by_ch,
+            seed_cpid_by_ch=seed_cpid_by_ch,
+            seed_value_by_ch=seed_value_by_ch,
             stage2_rows=stage2_rows,
             serde=self.serde,
         )

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/_delta.py

@@ -1,37 +1,50 @@
 """Shared helpers for `get_delta_channel_history` on sqlite savers.
 
-Mirrors the two-stage shape of `BasePostgresSaver` (ancestor walk +
-per-channel UNION ALL writes fetch), but adapted for sqlite's
-constraints. The structural differences:
+Mirrors the supersteps-based two-pass shape of `BasePostgresSaver`
+(ancestor walk bounded by `counters_since_delta_snapshot` + per-channel
+UNION ALL writes fetch), adapted for sqlite's constraints:
 
 * No JSONB — to inspect `channel_values` for a checkpoint we must
-  deserialize the full blob. Stage 1 streams the cursor row-by-row and
-  deserializes only the rows the merged walk visits, freeing each blob
-  before advancing.
+  deserialize the full blob. The WALK streams the cursor row-by-row and
+  deserializes only the seed checkpoints (the ones at a channel's
+  `supersteps` depth), freeing each blob before advancing.
 * No separate blob table — `channel_values` lives inline in the
-  checkpoint, so seeds come back from stage 1 with no second fetch.
-* Single merged walk (not K independent walks): each visited cid is
-  deserialized exactly once, regardless of how many channels are still
-  seeking their seed.
+  checkpoint, so seeds come back from the WALK with no second fetch.
+* Single shared parent-chain walk: each requested channel slices the
+  same chain to its own `supersteps` depth.
 
-The streaming design keeps peak in-flight memory at roughly one
-deserialized checkpoint at a time, instead of holding the entire
-ancestor chain's worth of raw blobs as a `fetchall()`-materialized list.
+Walk depth is driven by the *supersteps since last snapshot* counter,
+not by scanning `channel_values` for the snapshot marker — the only
+reliable way to locate seeds that aren't a `_DeltaSnapshot` sentinel
+(e.g. legacy plain-value blobs from a thread migrated off a non-delta
+channel).
 """
 
 from __future__ import annotations
 
+import logging
 from collections.abc import Mapping, Sequence
 from typing import Any
 
-from langgraph.checkpoint.base import DeltaChannelHistory, PendingWrite
+from langgraph.checkpoint.base import (
+    DeltaChannelHistory,
+    PendingWrite,
+    _parse_supersteps_since_last_snapshot_by_channel,
+)
+from langgraph.checkpoint.serde.types import _DeltaSnapshot
 
-# Stage 1 streams ancestors of `target_cid` newest-first. The `<=`
+logger = logging.getLogger(__name__)
+
+# Re-exported under the package-local name used by the sqlite savers.
+parse_supersteps_since_last_snapshot_by_channel = (
+    _parse_supersteps_since_last_snapshot_by_channel
+)
+
+# The WALK streams ancestors of `target_id` newest-first. The `<=`
 # predicate keeps target itself in the stream so we can read its
-# `parent_checkpoint_id` from the first row without a separate lookup;
-# the caller skips target's own writes/seed (matches the
-# `BaseCheckpointSaver` contract).
-DELTA_STAGE1_SQL = (
+# `parent_checkpoint_id` from the first matching row without a separate
+# lookup; target's own writes/seed are not part of the contract.
+DELTA_WALK_SQL = (
     "SELECT checkpoint_id, parent_checkpoint_id, type, checkpoint "
     "FROM checkpoints "
     "WHERE thread_id = ? AND checkpoint_ns = ? AND checkpoint_id <= ? "
@@ -39,12 +52,12 @@ DELTA_STAGE1_SQL = (
 )
 
 
-def build_delta_stage2_sql(*, chain_lens: Sequence[int]) -> str:
-    """Stage-2 per-channel UNION ALL fetching writes from `writes`.
+def build_delta_writes_fetch_sql(*, chain_lens: Sequence[int]) -> str:
+    """Per-channel UNION ALL fetching writes from `writes`.
 
     One branch per channel with a non-empty chain. Each branch inlines its
     own `IN (?, ?, ...)` placeholder list because sqlite has no array-bind
-    equivalent of postgres's `= ANY(%s)`. Caller passes parameters in
+    equivalent of postgres's `= ANY(?)`. Caller passes parameters in
     matching order: `[thread_id, checkpoint_ns, channel, *chain_cids]` per
     branch.
 
@@ -65,7 +78,7 @@ def build_delta_stage2_sql(*, chain_lens: Sequence[int]) -> str:
     return " UNION ALL ".join(branches)
 
 
-def step_walk_with_row(
+def step_walk_supersteps(
     *,
     cid: str,
     parent_cid: str | None,
@@ -73,75 +86,142 @@ def step_walk_with_row(
     blob: bytes,
     target_id: str,
     serde: Any,
-    chain_by_ch: dict[str, list[str]],
-    seed_val_by_ch: dict[str, Any],
+    shared_cpid_chain: list[str],
     walk_state: dict[str, Any],
-    seeded: set[str],
+    max_supersteps: int,
+    needed_depths: set[int],
+    seed_values_by_depth: dict[int, dict[str, Any]],
     channels: Sequence[str],
 ) -> bool:
-    """Process one streamed stage-1 row in the merged ancestor walk.
+    """Process one streamed WALK row, extending the shared parent chain.
 
-    The cursor returns (cid, parent_cid, type, blob) rows in
-    `checkpoint_id` DESC order starting at target. The first row is
-    target itself; we read its parent_cid to seed the walk and otherwise
-    skip it (target's own writes/seed are not part of the contract).
+    The cursor returns `(cid, parent_cid, type, checkpoint)` rows in
+    `checkpoint_id` DESC order starting at target. The first row is target
+    itself; we read its `parent_cid` to seed the walk and skip it (target's
+    own writes/seed are not part of the contract). Off-path rows (a sibling
+    branch on the same thread) advance the cursor without doing work.
 
-    For each subsequent row, if `cid` matches the walk's current
-    position, we deserialize the blob, append the cid to every
-    not-yet-seeded channel's chain, and check `channel_values` for
-    seeds. The deserialized checkpoint is dropped before advancing — no
-    cross-row cache, so peak in-flight is one deserialized checkpoint.
+    For each on-path ancestor we append its cid to `shared_cpid_chain`
+    (newest first). When the ancestor sits at a depth some channel needs as
+    its seed (`len(chain)` ∈ `needed_depths`), we deserialize it once and
+    record its `channel_values` for the requested channels. The
+    deserialized checkpoint is dropped immediately — peak in-flight is one
+    deserialized checkpoint.
 
-    Off-path rows (different branch on the same thread) advance the
-    cursor without doing any work.
-
-    Returns True when every requested channel is seeded — the caller
-    can stop iterating and close the cursor.
+    Sets `walk_state["reached_root"]` when an ancestor has no parent.
+    Returns True when the walk can stop: chain reached `max_supersteps`, or
+    the root was reached.
     """
     if "started" not in walk_state:
         if cid == target_id:
             walk_state["started"] = True
             walk_state["cur_cid"] = parent_cid
-            walk_state["active"] = {ch for ch in channels if ch not in seeded}
+            if parent_cid is None:
+                walk_state["reached_root"] = True
+                return True
         # Not target yet (or target not present): keep streaming.
         return False
-    active: set[str] = walk_state["active"]
-    if not active:
+    if len(shared_cpid_chain) >= max_supersteps:
         return True
     if cid != walk_state["cur_cid"]:
         # Off-path row from a sibling branch — skip without deserializing.
         return False
-    for ch in active:
-        chain_by_ch[ch].append(cid)
-    ckpt = serde.loads_typed((type_tag, blob))
-    channel_values: Mapping[str, Any] = ckpt.get("channel_values") or {}
-    for ch in [ch for ch in active if ch in channel_values]:
-        seed_val_by_ch[ch] = channel_values[ch]
-        seeded.add(ch)
-        active.discard(ch)
-    del ckpt, channel_values
+    shared_cpid_chain.append(cid)
+    depth = len(shared_cpid_chain)  # 1-indexed position along the chain
+    # Capture channel_values at any depth a channel may use as its seed: the
+    # exact `supersteps` depths, plus the root-most checkpoint (the seed
+    # candidate when the chain is shorter than `supersteps`).
+    if depth in needed_depths or parent_cid is None:
+        ckpt = serde.loads_typed((type_tag, blob))
+        channel_values: Mapping[str, Any] = ckpt.get("channel_values") or {}
+        seed_values_by_depth[depth] = {
+            ch: channel_values[ch] for ch in channels if ch in channel_values
+        }
+        del ckpt, channel_values
+    if parent_cid is None:
+        walk_state["reached_root"] = True
+        return True
     walk_state["cur_cid"] = parent_cid
-    return not active
+    return len(shared_cpid_chain) >= max_supersteps
+
+
+def resolve_delta_chains(
+    *,
+    channels: Sequence[str],
+    supersteps_by_ch: Mapping[str, int],
+    shared_cpid_chain: Sequence[str],
+    seed_values_by_depth: Mapping[int, Mapping[str, Any]],
+    has_reached_root: bool,
+    thread_id: str,
+) -> tuple[
+    dict[str, list[str]],
+    dict[str, str | None],
+    dict[str, Any],
+]:
+    """Slice the shared parent chain into per-channel chain/seed mappings.
+
+    For each channel the seed snapshot sits `supersteps` hops back: the seed
+    checkpoint is `shared_cpid_chain[supersteps - 1]` and the chain is
+    `shared_cpid_chain[:supersteps]` (newest first), with the seed's inline
+    `channel_values[ch]` captured during the walk.
+
+    When the chain is shorter than `supersteps` but the walk reached the
+    root, the persisted chain is "compressed" relative to the logical
+    superstep count (`durability="exit"`, or a thread that never
+    snapshotted). The seed candidate is then the oldest persisted checkpoint
+    (`shared_cpid_chain[-1]`); if its `channel_values[ch]` is absent the
+    channel has no seed and replays the full chain on an empty baseline.
+    """
+    chained_cpid_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
+    seed_cpid_by_ch: dict[str, str | None] = {ch: None for ch in channels}
+    seed_value_by_ch: dict[str, Any] = {}
+    for ch in channels:
+        bound = supersteps_by_ch.get(ch, 0)
+        if bound <= 0:
+            continue
+        if len(shared_cpid_chain) >= bound:
+            seed_depth = bound
+        elif has_reached_root:
+            seed_depth = len(shared_cpid_chain)
+        else:
+            logger.warning(
+                "cannot find seed snapshot for delta channel "
+                "(thread_id=%s, channel=%s)",
+                thread_id,
+                ch,
+            )
+            continue
+        if seed_depth <= 0:
+            continue
+        chained_cpid_by_ch[ch] = list(shared_cpid_chain[:seed_depth])
+        seed_cpid_by_ch[ch] = shared_cpid_chain[seed_depth - 1]
+        seed_vals = seed_values_by_depth.get(seed_depth, {})
+        if ch in seed_vals:
+            seed_value_by_ch[ch] = seed_vals[ch]
+    return chained_cpid_by_ch, seed_cpid_by_ch, seed_value_by_ch
 
 
 def build_delta_channels_writes_history(
     *,
     channels: Sequence[str],
-    chain_by_ch: Mapping[str, list[str]],
-    seed_val_by_ch: Mapping[str, Any],
-    seeded: set[str],
+    chained_cpid_by_ch: Mapping[str, Sequence[str]],
+    seed_cpid_by_ch: Mapping[str, str | None],
+    seed_value_by_ch: Mapping[str, Any],
     stage2_rows: Sequence[tuple[str, str, str, int, str, bytes]],
     serde: Any,
 ) -> dict[str, DeltaChannelHistory]:
-    """Demux stage-2 rows per channel; produce per-channel histories.
+    """Demux writes rows per channel; produce per-channel histories.
 
-    Stage-2 rows are `(checkpoint_id, channel, task_id, idx, type, value)`.
+    `stage2_rows` are `(checkpoint_id, channel, task_id, idx, type, value)`.
     Final write order is oldest→newest globally and `(task_id, idx)` within
     a checkpoint, matching the contract on `DeltaChannelHistory.writes`.
 
-    `seed` is omitted when the walk reached a true root with no snapshot
-    found (channel never entered `seeded`); consumers treat absence as
-    "start empty".
+    The seed checkpoint's own writes are replayed on top of a
+    `_DeltaSnapshot` seed (the snapshot is the value *prior* to its own
+    writes), but skipped for a migrated plain-value seed (a legacy
+    non-delta blob already incorporates those writes). `seed` is omitted
+    when no seed was located (implicit empty baseline); consumers treat
+    absence as "start empty".
     """
     writes_by_ch_by_cid: dict[str, dict[str, list[tuple[str, bytes, str, int]]]] = {
         ch: {} for ch in channels
@@ -156,17 +236,26 @@ def build_delta_channels_writes_history(
 
     result: dict[str, DeltaChannelHistory] = {}
     for ch in channels:
-        chain_cids = chain_by_ch.get(ch, [])
+        entry: DeltaChannelHistory = {"writes": []}
+
+        skip_seed_checkpoint_writes = False
+        if ch in seed_value_by_ch:
+            seed_value = seed_value_by_ch[ch]
+            entry["seed"] = seed_value
+            skip_seed_checkpoint_writes = not isinstance(seed_value, _DeltaSnapshot)
+
         cid_writes = writes_by_ch_by_cid.get(ch, {})
-        collected: list[PendingWrite] = []
-        # Chain is newest-first; iterate oldest-first for the public order.
-        for cid in reversed(chain_cids):
-            for type_tag, value_blob, task_id, _idx in cid_writes.get(cid, []):
-                collected.append(
-                    (task_id, ch, serde.loads_typed((type_tag, value_blob)))
-                )
-        entry: DeltaChannelHistory = {"writes": collected}
-        if ch in seeded:
-            entry["seed"] = seed_val_by_ch[ch]
+        if cid_writes:
+            collected: list[PendingWrite] = []
+            seed_cpid = seed_cpid_by_ch.get(ch)
+            # Chain is newest→oldest; replay oldest→newest.
+            for cid in reversed(list(chained_cpid_by_ch.get(ch, []))):
+                if skip_seed_checkpoint_writes and cid == seed_cpid:
+                    continue
+                for type_tag, value_blob, task_id, _idx in cid_writes.get(cid, []):
+                    collected.append(
+                        (task_id, ch, serde.loads_typed((type_tag, value_blob)))
+                    )
+            entry["writes"] = collected
         result[ch] = entry
     return result

libs/checkpoint-sqlite/langgraph/checkpoint/sqlite/aio.py

@@ -25,10 +25,12 @@ from langgraph.checkpoint.base import (
 from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer
 
 from langgraph.checkpoint.sqlite._delta import (
-    DELTA_STAGE1_SQL,
+    DELTA_WALK_SQL,
     build_delta_channels_writes_history,
-    build_delta_stage2_sql,
-    step_walk_with_row,
+    build_delta_writes_fetch_sql,
+    parse_supersteps_since_last_snapshot_by_channel,
+    resolve_delta_chains,
+    step_walk_supersteps,
 )
 from langgraph.checkpoint.sqlite.utils import search_where
 
@@ -625,61 +627,98 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
         """Fast-path override of `BaseCheckpointSaver.aget_delta_channel_history`.
 
         See `SqliteSaver.get_delta_channel_history` for design notes; this
-        is the async equivalent using `aiosqlite` cursors. Stage 1 pages
-        the parent chain newest-first and Python-deserializes each
-        checkpoint blob to find per-channel snapshots; stage 2 fetches
-        only the relevant writes via per-channel UNION ALL.
+        is the async equivalent using `aiosqlite` cursors. The WALK streams
+        the parent chain newest-first, bounded by the target's
+        `counters_since_delta_snapshot` supersteps, and deserializes only
+        seed checkpoints; FETCH pulls the relevant writes via per-channel
+        UNION ALL.
         """
         if not channels:
             return {}
         channels = list(channels)
         await self.setup()
         thread_id = str(config["configurable"]["thread_id"])
+        if not thread_id:
+            raise ValueError("empty thread ID")
         checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
-        checkpoint_id = get_checkpoint_id(config)
-        if checkpoint_id is None:
-            target = await self.aget_tuple(config)
-            if target is None:
-                return {ch: {"writes": []} for ch in channels}
-            checkpoint_id = target.config["configurable"]["checkpoint_id"]
 
-        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
-        seed_val_by_ch: dict[str, Any] = {}
+        # Resolve the target checkpoint id + its metadata (for supersteps).
+        checkpoint_id = get_checkpoint_id(config)
+        async with self.lock, self.conn.cursor() as cur:
+            if checkpoint_id is None:
+                await cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = ? AND checkpoint_ns = ? "
+                    "ORDER BY checkpoint_id DESC LIMIT 1",
+                    (thread_id, checkpoint_ns),
+                )
+            else:
+                await cur.execute(
+                    "SELECT checkpoint_id, metadata FROM checkpoints "
+                    "WHERE thread_id = ? AND checkpoint_ns = ? "
+                    "AND checkpoint_id = ?",
+                    (thread_id, checkpoint_ns, checkpoint_id),
+                )
+            target_row = await cur.fetchone()
+        if target_row is None:
+            return {ch: {"writes": []} for ch in channels}
+        target_id = str(target_row[0])
+        metadata = json.loads(target_row[1]) if target_row[1] is not None else {}
+        supersteps_by_ch = parse_supersteps_since_last_snapshot_by_channel(
+            metadata, channels
+        )
+        max_supersteps = max(supersteps_by_ch.values(), default=0)
+        needed_depths = set(supersteps_by_ch.values())
+
+        shared_cpid_chain: list[str] = []
         walk_state: dict[str, Any] = {}
-        seeded: set[str] = set()
+        seed_values_by_depth: dict[int, dict[str, Any]] = {}
 
         async with self.lock, self.conn.cursor() as cur:
-            await cur.execute(
-                DELTA_STAGE1_SQL, (thread_id, checkpoint_ns, checkpoint_id)
-            )
-            async for row in cur:
-                cid, parent_cid, type_tag, blob = row
-                if step_walk_with_row(
-                    cid=cid,
-                    parent_cid=parent_cid,
-                    type_tag=type_tag,
-                    blob=blob,
-                    target_id=checkpoint_id,
-                    serde=self.serde,
-                    chain_by_ch=chain_by_ch,
-                    seed_val_by_ch=seed_val_by_ch,
-                    walk_state=walk_state,
-                    seeded=seeded,
-                    channels=channels,
-                ):
-                    break
+            if max_supersteps > 0:
+                await cur.execute(DELTA_WALK_SQL, (thread_id, checkpoint_ns, target_id))
+                async for row in cur:
+                    cid, parent_cid, type_tag, blob = row
+                    if step_walk_supersteps(
+                        cid=cid,
+                        parent_cid=parent_cid,
+                        type_tag=type_tag,
+                        blob=blob,
+                        target_id=target_id,
+                        serde=self.serde,
+                        shared_cpid_chain=shared_cpid_chain,
+                        walk_state=walk_state,
+                        max_supersteps=max_supersteps,
+                        needed_depths=needed_depths,
+                        seed_values_by_depth=seed_values_by_depth,
+                        channels=channels,
+                    ):
+                        break
 
-            channels_with_chain = [ch for ch in channels if chain_by_ch[ch]]
-            stage2_sql = build_delta_stage2_sql(
-                chain_lens=[len(chain_by_ch[ch]) for ch in channels_with_chain],
+            (
+                chained_cpid_by_ch,
+                seed_cpid_by_ch,
+                seed_value_by_ch,
+            ) = resolve_delta_chains(
+                channels=channels,
+                supersteps_by_ch=supersteps_by_ch,
+                shared_cpid_chain=shared_cpid_chain,
+                seed_values_by_depth=seed_values_by_depth,
+                has_reached_root=bool(walk_state.get("reached_root")),
+                thread_id=thread_id,
             )
-            if stage2_sql:
-                stage2_params: list[Any] = []
+
+            channels_with_chain = [ch for ch in channels if chained_cpid_by_ch[ch]]
+            fetch_sql = build_delta_writes_fetch_sql(
+                chain_lens=[len(chained_cpid_by_ch[ch]) for ch in channels_with_chain],
+            )
+            if fetch_sql:
+                fetch_params: list[Any] = []
                 for ch in channels_with_chain:
-                    stage2_params.extend(
-                        [thread_id, checkpoint_ns, ch, *chain_by_ch[ch]]
+                    fetch_params.extend(
+                        [thread_id, checkpoint_ns, ch, *chained_cpid_by_ch[ch]]
                     )
-                await cur.execute(stage2_sql, stage2_params)
+                await cur.execute(fetch_sql, fetch_params)
                 stage2_rows = cast(
                     "list[tuple[str, str, str, int, str, bytes]]",
                     await cur.fetchall(),
@@ -689,9 +728,9 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
 
         return build_delta_channels_writes_history(
             channels=channels,
-            chain_by_ch=chain_by_ch,
-            seed_val_by_ch=seed_val_by_ch,
-            seeded=seeded,
+            chained_cpid_by_ch=chained_cpid_by_ch,
+            seed_cpid_by_ch=seed_cpid_by_ch,
+            seed_value_by_ch=seed_value_by_ch,
             stage2_rows=stage2_rows,
             serde=self.serde,
         )

libs/checkpoint-sqlite/uv.lock

@@ -402,7 +402,7 @@ test = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.0"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -412,12 +412,13 @@ dependencies = [
     { name = "requests" },
     { name = "requests-toolbelt" },
     { name = "uuid-utils" },
+    { name = "websockets" },
     { name = "xxhash" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [[package]]
@@ -1093,6 +1094,74 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" },
 ]
 
+[[package]]
+name = "websockets"
+version = "16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/74/221f58decd852f4b59cc3354cccaf87e8ef695fede361d03dc9a7396573b/websockets-16.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a", size = 177343, upload-time = "2026-01-10T09:22:21.28Z" },
+    { url = "https://files.pythonhosted.org/packages/19/0f/22ef6107ee52ab7f0b710d55d36f5a5d3ef19e8a205541a6d7ffa7994e5a/websockets-16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0", size = 175021, upload-time = "2026-01-10T09:22:22.696Z" },
+    { url = "https://files.pythonhosted.org/packages/10/40/904a4cb30d9b61c0e278899bf36342e9b0208eb3c470324a9ecbaac2a30f/websockets-16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957", size = 175320, upload-time = "2026-01-10T09:22:23.94Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/2f/4b3ca7e106bc608744b1cdae041e005e446124bebb037b18799c2d356864/websockets-16.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72", size = 183815, upload-time = "2026-01-10T09:22:25.469Z" },
+    { url = "https://files.pythonhosted.org/packages/86/26/d40eaa2a46d4302becec8d15b0fc5e45bdde05191e7628405a19cf491ccd/websockets-16.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde", size = 185054, upload-time = "2026-01-10T09:22:27.101Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/ba/6500a0efc94f7373ee8fefa8c271acdfd4dca8bd49a90d4be7ccabfc397e/websockets-16.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3", size = 184565, upload-time = "2026-01-10T09:22:28.293Z" },
+    { url = "https://files.pythonhosted.org/packages/04/b4/96bf2cee7c8d8102389374a2616200574f5f01128d1082f44102140344cc/websockets-16.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3", size = 183848, upload-time = "2026-01-10T09:22:30.394Z" },
+    { url = "https://files.pythonhosted.org/packages/02/8e/81f40fb00fd125357814e8c3025738fc4ffc3da4b6b4a4472a82ba304b41/websockets-16.0-cp310-cp310-win32.whl", hash = "sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9", size = 178249, upload-time = "2026-01-10T09:22:32.083Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/5f/7e40efe8df57db9b91c88a43690ac66f7b7aa73a11aa6a66b927e44f26fa/websockets-16.0-cp310-cp310-win_amd64.whl", hash = "sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35", size = 178685, upload-time = "2026-01-10T09:22:33.345Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/db/de907251b4ff46ae804ad0409809504153b3f30984daf82a1d84a9875830/websockets-16.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8", size = 177340, upload-time = "2026-01-10T09:22:34.539Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/fa/abe89019d8d8815c8781e90d697dec52523fb8ebe308bf11664e8de1877e/websockets-16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad", size = 175022, upload-time = "2026-01-10T09:22:36.332Z" },
+    { url = "https://files.pythonhosted.org/packages/58/5d/88ea17ed1ded2079358b40d31d48abe90a73c9e5819dbcde1606e991e2ad/websockets-16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d", size = 175319, upload-time = "2026-01-10T09:22:37.602Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/ae/0ee92b33087a33632f37a635e11e1d99d429d3d323329675a6022312aac2/websockets-16.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe", size = 184631, upload-time = "2026-01-10T09:22:38.789Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/c5/27178df583b6c5b31b29f526ba2da5e2f864ecc79c99dae630a85d68c304/websockets-16.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b", size = 185870, upload-time = "2026-01-10T09:22:39.893Z" },
+    { url = "https://files.pythonhosted.org/packages/87/05/536652aa84ddc1c018dbb7e2c4cbcd0db884580bf8e95aece7593fde526f/websockets-16.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5", size = 185361, upload-time = "2026-01-10T09:22:41.016Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/e2/d5332c90da12b1e01f06fb1b85c50cfc489783076547415bf9f0a659ec19/websockets-16.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64", size = 184615, upload-time = "2026-01-10T09:22:42.442Z" },
+    { url = "https://files.pythonhosted.org/packages/77/fb/d3f9576691cae9253b51555f841bc6600bf0a983a461c79500ace5a5b364/websockets-16.0-cp311-cp311-win32.whl", hash = "sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6", size = 178246, upload-time = "2026-01-10T09:22:43.654Z" },
+    { url = "https://files.pythonhosted.org/packages/54/67/eaff76b3dbaf18dcddabc3b8c1dba50b483761cccff67793897945b37408/websockets-16.0-cp311-cp311-win_amd64.whl", hash = "sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac", size = 178684, upload-time = "2026-01-10T09:22:44.941Z" },
+    { url = "https://files.pythonhosted.org/packages/84/7b/bac442e6b96c9d25092695578dda82403c77936104b5682307bd4deb1ad4/websockets-16.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00", size = 177365, upload-time = "2026-01-10T09:22:46.787Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/fe/136ccece61bd690d9c1f715baaeefd953bb2360134de73519d5df19d29ca/websockets-16.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79", size = 175038, upload-time = "2026-01-10T09:22:47.999Z" },
+    { url = "https://files.pythonhosted.org/packages/40/1e/9771421ac2286eaab95b8575b0cb701ae3663abf8b5e1f64f1fd90d0a673/websockets-16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39", size = 175328, upload-time = "2026-01-10T09:22:49.809Z" },
+    { url = "https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c", size = 184915, upload-time = "2026-01-10T09:22:51.071Z" },
+    { url = "https://files.pythonhosted.org/packages/97/bb/21c36b7dbbafc85d2d480cd65df02a1dc93bf76d97147605a8e27ff9409d/websockets-16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f", size = 186152, upload-time = "2026-01-10T09:22:52.224Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/34/9bf8df0c0cf88fa7bfe36678dc7b02970c9a7d5e065a3099292db87b1be2/websockets-16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1", size = 185583, upload-time = "2026-01-10T09:22:53.443Z" },
+    { url = "https://files.pythonhosted.org/packages/47/88/4dd516068e1a3d6ab3c7c183288404cd424a9a02d585efbac226cb61ff2d/websockets-16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2", size = 184880, upload-time = "2026-01-10T09:22:55.033Z" },
+    { url = "https://files.pythonhosted.org/packages/91/d6/7d4553ad4bf1c0421e1ebd4b18de5d9098383b5caa1d937b63df8d04b565/websockets-16.0-cp312-cp312-win32.whl", hash = "sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89", size = 178261, upload-time = "2026-01-10T09:22:56.251Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/f0/f3a17365441ed1c27f850a80b2bc680a0fa9505d733fe152fdf5e98c1c0b/websockets-16.0-cp312-cp312-win_amd64.whl", hash = "sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea", size = 178693, upload-time = "2026-01-10T09:22:57.478Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/9c/baa8456050d1c1b08dd0ec7346026668cbc6f145ab4e314d707bb845bf0d/websockets-16.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9", size = 177364, upload-time = "2026-01-10T09:22:59.333Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/0c/8811fc53e9bcff68fe7de2bcbe75116a8d959ac699a3200f4847a8925210/websockets-16.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230", size = 175039, upload-time = "2026-01-10T09:23:01.171Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/82/39a5f910cb99ec0b59e482971238c845af9220d3ab9fa76dd9162cda9d62/websockets-16.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c", size = 175323, upload-time = "2026-01-10T09:23:02.341Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/28/0a25ee5342eb5d5f297d992a77e56892ecb65e7854c7898fb7d35e9b33bd/websockets-16.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5", size = 184975, upload-time = "2026-01-10T09:23:03.756Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/66/27ea52741752f5107c2e41fda05e8395a682a1e11c4e592a809a90c6a506/websockets-16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82", size = 186203, upload-time = "2026-01-10T09:23:05.01Z" },
+    { url = "https://files.pythonhosted.org/packages/37/e5/8e32857371406a757816a2b471939d51c463509be73fa538216ea52b792a/websockets-16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8", size = 185653, upload-time = "2026-01-10T09:23:06.301Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/67/f926bac29882894669368dc73f4da900fcdf47955d0a0185d60103df5737/websockets-16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f", size = 184920, upload-time = "2026-01-10T09:23:07.492Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/a1/3d6ccdcd125b0a42a311bcd15a7f705d688f73b2a22d8cf1c0875d35d34a/websockets-16.0-cp313-cp313-win32.whl", hash = "sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a", size = 178255, upload-time = "2026-01-10T09:23:09.245Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/ae/90366304d7c2ce80f9b826096a9e9048b4bb760e44d3b873bb272cba696b/websockets-16.0-cp313-cp313-win_amd64.whl", hash = "sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156", size = 178689, upload-time = "2026-01-10T09:23:10.483Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/1d/e88022630271f5bd349ed82417136281931e558d628dd52c4d8621b4a0b2/websockets-16.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0", size = 177406, upload-time = "2026-01-10T09:23:12.178Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/78/e63be1bf0724eeb4616efb1ae1c9044f7c3953b7957799abb5915bffd38e/websockets-16.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904", size = 175085, upload-time = "2026-01-10T09:23:13.511Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4", size = 175328, upload-time = "2026-01-10T09:23:14.727Z" },
+    { url = "https://files.pythonhosted.org/packages/63/bc/d3e208028de777087e6fb2b122051a6ff7bbcca0d6df9d9c2bf1dd869ae9/websockets-16.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e", size = 185044, upload-time = "2026-01-10T09:23:15.939Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/6e/9a0927ac24bd33a0a9af834d89e0abc7cfd8e13bed17a86407a66773cc0e/websockets-16.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4", size = 186279, upload-time = "2026-01-10T09:23:17.148Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/ca/bf1c68440d7a868180e11be653c85959502efd3a709323230314fda6e0b3/websockets-16.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1", size = 185711, upload-time = "2026-01-10T09:23:18.372Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/f8/fdc34643a989561f217bb477cbc47a3a07212cbda91c0e4389c43c296ebf/websockets-16.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3", size = 184982, upload-time = "2026-01-10T09:23:19.652Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/d1/574fa27e233764dbac9c52730d63fcf2823b16f0856b3329fc6268d6ae4f/websockets-16.0-cp314-cp314-win32.whl", hash = "sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8", size = 177915, upload-time = "2026-01-10T09:23:21.458Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/f1/ae6b937bf3126b5134ce1f482365fde31a357c784ac51852978768b5eff4/websockets-16.0-cp314-cp314-win_amd64.whl", hash = "sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d", size = 178381, upload-time = "2026-01-10T09:23:22.715Z" },
+    { url = "https://files.pythonhosted.org/packages/06/9b/f791d1db48403e1f0a27577a6beb37afae94254a8c6f08be4a23e4930bc0/websockets-16.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244", size = 177737, upload-time = "2026-01-10T09:23:24.523Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/40/53ad02341fa33b3ce489023f635367a4ac98b73570102ad2cdd770dacc9a/websockets-16.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e", size = 175268, upload-time = "2026-01-10T09:23:25.781Z" },
+    { url = "https://files.pythonhosted.org/packages/74/9b/6158d4e459b984f949dcbbb0c5d270154c7618e11c01029b9bbd1bb4c4f9/websockets-16.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641", size = 175486, upload-time = "2026-01-10T09:23:27.033Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/2d/7583b30208b639c8090206f95073646c2c9ffd66f44df967981a64f849ad/websockets-16.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8", size = 185331, upload-time = "2026-01-10T09:23:28.259Z" },
+    { url = "https://files.pythonhosted.org/packages/45/b0/cce3784eb519b7b5ad680d14b9673a31ab8dcb7aad8b64d81709d2430aa8/websockets-16.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e", size = 186501, upload-time = "2026-01-10T09:23:29.449Z" },
+    { url = "https://files.pythonhosted.org/packages/19/60/b8ebe4c7e89fb5f6cdf080623c9d92789a53636950f7abacfc33fe2b3135/websockets-16.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944", size = 186062, upload-time = "2026-01-10T09:23:31.368Z" },
+    { url = "https://files.pythonhosted.org/packages/88/a8/a080593f89b0138b6cba1b28f8df5673b5506f72879322288b031337c0b8/websockets-16.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206", size = 185356, upload-time = "2026-01-10T09:23:32.627Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/b6/b9afed2afadddaf5ebb2afa801abf4b0868f42f8539bfe4b071b5266c9fe/websockets-16.0-cp314-cp314t-win32.whl", hash = "sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6", size = 178085, upload-time = "2026-01-10T09:23:33.816Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/3e/28135a24e384493fa804216b79a6a6759a38cc4ff59118787b9fb693df93/websockets-16.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd", size = 178531, upload-time = "2026-01-10T09:23:35.016Z" },
+    { url = "https://files.pythonhosted.org/packages/72/07/c98a68571dcf256e74f1f816b8cc5eae6eb2d3d5cfa44d37f801619d9166/websockets-16.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d", size = 174947, upload-time = "2026-01-10T09:23:36.166Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/52/93e166a81e0305b33fe416338be92ae863563fe7bce446b0f687b9df5aea/websockets-16.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03", size = 175260, upload-time = "2026-01-10T09:23:37.409Z" },
+    { url = "https://files.pythonhosted.org/packages/56/0c/2dbf513bafd24889d33de2ff0368190a0e69f37bcfa19009ef819fe4d507/websockets-16.0-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da", size = 176071, upload-time = "2026-01-10T09:23:39.158Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/8f/aea9c71cc92bf9b6cc0f7f70df8f0b420636b6c96ef4feee1e16f80f75dd/websockets-16.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c", size = 176968, upload-time = "2026-01-10T09:23:41.031Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
+]
+
 [[package]]
 name = "xxhash"
 version = "3.6.0"

libs/checkpoint/langgraph/checkpoint/base/__init__.py

@@ -34,6 +34,37 @@ PendingWrite = tuple[str, str, Any]
 logger = logging.getLogger(__name__)
 
 
+def _parse_supersteps_since_last_snapshot_by_channel(
+    metadata: Mapping[str, Any],
+    channels: Sequence[str],
+) -> dict[str, int]:
+    """Per-channel supersteps-since-last-snapshot, parsed from metadata.
+
+    Reads `metadata.counters_since_delta_snapshot[ch]`, a `(updates,
+    supersteps)` pair, and returns `{ch: supersteps}` for channels whose
+    supersteps count is positive. Channels with no counter entry (just
+    snapshotted, or never written) are omitted — their seed, if any, is the
+    target checkpoint itself and needs no ancestor walk.
+
+    Used to drive the ancestor-walk depth in `get_delta_channel_history`:
+    a channel's seed snapshot sits exactly `supersteps` hops back along the
+    parent chain.
+    """
+    counters = metadata.get("counters_since_delta_snapshot") or {}
+    result: dict[str, int] = {}
+    for ch in channels:
+        entry = counters.get(ch)
+        if not isinstance(entry, (list, tuple)) or len(entry) < 2:
+            continue
+        try:
+            supersteps = int(entry[1])
+        except (TypeError, ValueError):
+            continue
+        if supersteps > 0:
+            result[ch] = supersteps
+    return result
+
+
 # Marked as total=False to allow for future expansion.
 class CheckpointMetadata(TypedDict, total=False):
     """Metadata associated with a checkpoint."""
@@ -619,34 +650,30 @@ class BaseCheckpointSaver(Generic[V]):
         """
         if not channels:
             return {}
-        collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
-        seed_by_ch: dict[str, Any] = {}
-        remaining: set[str] = set(channels)
+        channels = list(channels)
         target_tuple = self.get_tuple(config)
-        cursor_config: RunnableConfig | None = (
-            target_tuple.parent_config if target_tuple else None
+        if target_tuple is None:
+            return {ch: {"writes": []} for ch in channels}
+        supersteps_by_ch = _parse_supersteps_since_last_snapshot_by_channel(
+            target_tuple.metadata or {}, channels
         )
-        while cursor_config is not None and remaining:
+        max_supersteps = max(supersteps_by_ch.values(), default=0)
+
+        chain: list[CheckpointTuple] = []
+        has_reached_root = False
+        cursor_config: RunnableConfig | None = target_tuple.parent_config
+        while cursor_config is not None and len(chain) < max_supersteps:
             tup = self.get_tuple(cursor_config)
             if tup is None:
                 break
-            if tup.pending_writes:
-                for write in reversed(tup.pending_writes):
-                    ch = write[1]
-                    if ch in remaining:
-                        collected_by_ch[ch].append(write)
-            for ch in list(remaining):
-                if ch in tup.checkpoint["channel_values"]:
-                    seed_by_ch[ch] = tup.checkpoint["channel_values"][ch]
-                    remaining.discard(ch)
+            chain.append(tup)
+            if tup.parent_config is None:
+                has_reached_root = True
+                break
             cursor_config = tup.parent_config
-        result: dict[str, DeltaChannelHistory] = {}
-        for ch in channels:
-            entry: DeltaChannelHistory = {"writes": list(reversed(collected_by_ch[ch]))}
-            if ch in seed_by_ch:
-                entry["seed"] = seed_by_ch[ch]
-            result[ch] = entry
-        return result
+        return self._assemble_default_delta_history(
+            channels, supersteps_by_ch, chain, has_reached_root, config
+        )
 
     async def aget_delta_channel_history(
         self, *, config: RunnableConfig, channels: Sequence[str]
@@ -660,32 +687,106 @@ class BaseCheckpointSaver(Generic[V]):
         """
         if not channels:
             return {}
-        collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
-        seed_by_ch: dict[str, Any] = {}
-        remaining: set[str] = set(channels)
+        channels = list(channels)
         target_tuple = await self.aget_tuple(config)
-        cursor_config: RunnableConfig | None = (
-            target_tuple.parent_config if target_tuple else None
+        if target_tuple is None:
+            return {ch: {"writes": []} for ch in channels}
+        supersteps_by_ch = _parse_supersteps_since_last_snapshot_by_channel(
+            target_tuple.metadata or {}, channels
         )
-        while cursor_config is not None and remaining:
+        max_supersteps = max(supersteps_by_ch.values(), default=0)
+
+        chain: list[CheckpointTuple] = []
+        has_reached_root = False
+        cursor_config: RunnableConfig | None = target_tuple.parent_config
+        while cursor_config is not None and len(chain) < max_supersteps:
             tup = await self.aget_tuple(cursor_config)
             if tup is None:
                 break
-            if tup.pending_writes:
-                for write in reversed(tup.pending_writes):
-                    ch = write[1]
-                    if ch in remaining:
-                        collected_by_ch[ch].append(write)
-            for ch in list(remaining):
-                if ch in tup.checkpoint["channel_values"]:
-                    seed_by_ch[ch] = tup.checkpoint["channel_values"][ch]
-                    remaining.discard(ch)
+            chain.append(tup)
+            if tup.parent_config is None:
+                has_reached_root = True
+                break
             cursor_config = tup.parent_config
+        return self._assemble_default_delta_history(
+            channels, supersteps_by_ch, chain, has_reached_root, config
+        )
+
+    def _assemble_default_delta_history(
+        self,
+        channels: Sequence[str],
+        supersteps_by_ch: Mapping[str, int],
+        chain: Sequence[CheckpointTuple],
+        has_reached_root: bool,
+        config: RunnableConfig,
+    ) -> dict[str, DeltaChannelHistory]:
+        """Slice the walked parent chain into per-channel histories.
+
+        For each channel the seed snapshot sits `supersteps` hops back along
+        `chain` (newest first): the seed checkpoint is `chain[supersteps - 1]`
+        and its `channel_values[ch]` is the seed value. The seed checkpoint's
+        own writes are replayed on top of a `_DeltaSnapshot` seed but skipped
+        for a migrated plain-value seed (the legacy non-delta blob already
+        incorporates them).
+
+        When the chain is shorter than `supersteps` but the root was reached,
+        the persisted chain is "compressed" relative to the logical superstep
+        count (`durability="exit"`, or a thread that never snapshotted). The
+        seed candidate is then the oldest checkpoint (`chain[-1]`); if its
+        `channel_values[ch]` is absent the channel has no seed and replays
+        the full chain on an empty baseline.
+        """
+        # Imported lazily to avoid a hard checkpoint→serde-types coupling at
+        # module import; only the delta surface needs the runtime check.
+        from langgraph.checkpoint.serde.types import _DeltaSnapshot
+
+        thread_id = config["configurable"].get("thread_id")
         result: dict[str, DeltaChannelHistory] = {}
         for ch in channels:
-            entry: DeltaChannelHistory = {"writes": list(reversed(collected_by_ch[ch]))}
-            if ch in seed_by_ch:
-                entry["seed"] = seed_by_ch[ch]
+            entry: DeltaChannelHistory = {"writes": []}
+            bound = supersteps_by_ch.get(ch, 0)
+            if bound <= 0:
+                result[ch] = entry
+                continue
+            if len(chain) >= bound:
+                seed_depth = bound
+            elif has_reached_root:
+                seed_depth = len(chain)
+            else:
+                logger.warning(
+                    "cannot find seed snapshot for delta channel "
+                    "(thread_id=%s, channel=%s)",
+                    thread_id,
+                    ch,
+                )
+                result[ch] = entry
+                continue
+            if seed_depth <= 0:
+                result[ch] = entry
+                continue
+            chain_slice: Sequence[CheckpointTuple] = chain[:seed_depth]
+            seed_tuple: CheckpointTuple | None = chain[seed_depth - 1]
+
+            skip_seed_checkpoint_writes = False
+            channel_values = seed_tuple.checkpoint["channel_values"]
+            if ch in channel_values:
+                seed_value = channel_values[ch]
+                entry["seed"] = seed_value
+                skip_seed_checkpoint_writes = not isinstance(seed_value, _DeltaSnapshot)
+            else:
+                # No stored value at the oldest checkpoint → empty baseline,
+                # so the chain's own writes are all replayed from empty.
+                seed_tuple = None
+
+            collected: list[PendingWrite] = []
+            # Chain is newest→oldest; replay oldest→newest.
+            for tup in reversed(list(chain_slice)):
+                if skip_seed_checkpoint_writes and tup is seed_tuple:
+                    continue
+                for write in tup.pending_writes or []:
+                    if write[1] == ch:
+                        collected.append(write)
+            entry["writes"] = collected
             result[ch] = entry
         return result
 

libs/checkpoint/langgraph/checkpoint/memory/__init__.py

@@ -23,6 +23,7 @@ from langgraph.checkpoint.base import (
     DeltaChannelHistory,
     PendingWrite,
     SerializerProtocol,
+    _parse_supersteps_since_last_snapshot_by_channel,
     get_checkpoint_id,
     get_checkpoint_metadata,
 )
@@ -144,14 +145,20 @@ class InMemorySaver(
     ) -> Mapping[str, DeltaChannelHistory]:
         """Override: walk the parent chain ONCE for all requested channels.
 
-        Each channel terminates independently at the nearest ancestor
-        whose stored blob is non-empty. Other channels keep walking until
-        they find their own terminator or hit the root.
+        Walk depth is driven by the target checkpoint's
+        `counters_since_delta_snapshot[ch]` supersteps counter: each
+        channel's seed snapshot sits exactly `supersteps` hops back along
+        the parent chain. This locates seeds reliably even when they aren't
+        a `_DeltaSnapshot` sentinel — e.g. a legacy plain-value blob from a
+        thread migrated off a non-delta channel.
 
-        Pre-delta plain-value blobs subsume their ancestor's pending
-        writes (the value already includes them); `_DeltaSnapshot` blobs
-        do not (snapshot is the value AT that ancestor, prior to its own
-        pending writes that produce the child).
+        Pre-delta plain-value seeds subsume their own checkpoint's pending
+        writes (the value already includes them), so those are skipped;
+        `_DeltaSnapshot` seeds do not (the snapshot is the value AT that
+        ancestor, prior to its own pending writes), so they are replayed.
+        When the chain reaches the root short of `supersteps`, the snapshot
+        was never persisted (implicit empty baseline) — replay the full
+        chain with no seed.
         """
         if not channels:
             return {}
@@ -159,72 +166,98 @@ class InMemorySaver(
         # module import; only this override needs the runtime check.
         from langgraph.checkpoint.serde.types import _DeltaSnapshot
 
+        channels = list(channels)
         thread_id = config["configurable"]["thread_id"]
         checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
-        checkpoint_id = config["configurable"].get("checkpoint_id", "")
         ns_storage = self.storage.get(thread_id, {}).get(checkpoint_ns, {})
 
+        # Resolve the target checkpoint id + its metadata (for supersteps).
+        checkpoint_id = get_checkpoint_id(config)
+        if checkpoint_id is None:
+            checkpoint_id = next(reversed(ns_storage), None)
+        target_entry = ns_storage.get(checkpoint_id) if checkpoint_id else None
+        if target_entry is None:
+            return {ch: {"writes": []} for ch in channels}
+        metadata = self.serde.loads_typed(target_entry[1])
+        supersteps_by_ch = _parse_supersteps_since_last_snapshot_by_channel(
+            metadata or {}, channels
+        )
+        max_supersteps = max(supersteps_by_ch.values(), default=0)
+
+        # Walk the parent chain (newest first) up to the deepest supersteps.
         chain: list[str] = []
-        target_entry = ns_storage.get(checkpoint_id)
-        current: str | None = target_entry[2] if target_entry is not None else None
-        while current is not None:
+        has_reached_root = False
+        current: str | None = target_entry[2]
+        while current is not None and len(chain) < max_supersteps:
             entry = ns_storage.get(current)
             if entry is None:
                 break
             chain.append(current)
-            _, _, parent = entry
-            current = parent
-
-        collected_by_ch: dict[str, list[PendingWrite]] = {c: [] for c in channels}
-        seed_by_ch: dict[str, Any] = {}
-        remaining: set[str] = set(channels)
-
-        for cp_id in chain:
-            if not remaining:
+            parent = entry[2]
+            if parent is None:
+                has_reached_root = True
                 break
-            entry = ns_storage.get(cp_id)
-            ckpt = self.serde.loads_typed(entry[0]) if entry is not None else None
-
-            terminated_here: set[str] = set()
-            blob_value_by_ch: dict[str, Any] = {}
-            if ckpt is not None:
-                versions = ckpt.get("channel_versions", {})
-                for ch in remaining:
-                    ver = versions.get(ch)
-                    if ver is None:
-                        continue
-                    blob_entry = self.blobs.get((thread_id, checkpoint_ns, ch, ver))
-                    if blob_entry is None or blob_entry[0] == "empty":
-                        continue
-                    blob_value_by_ch[ch] = self.serde.loads_typed(blob_entry)
-                    terminated_here.add(ch)
-
-            step_writes = self.writes.get((thread_id, checkpoint_ns, cp_id), {})
-            for (_task_id, _idx), (tid, ch, serialized, _) in sorted(
-                step_writes.items(), reverse=True
-            ):
-                if ch not in remaining:
-                    continue
-                blob_value = blob_value_by_ch.get(ch)
-                if blob_value is not None and not isinstance(
-                    blob_value, _DeltaSnapshot
-                ):
-                    continue
-                collected_by_ch[ch].append(
-                    (tid, ch, self.serde.loads_typed(serialized))
-                )
-
-            for ch in terminated_here:
-                seed_by_ch[ch] = blob_value_by_ch[ch]
-                remaining.discard(ch)
+            current = parent
 
         result: dict[str, DeltaChannelHistory] = {}
         for ch in channels:
-            entry_h: DeltaChannelHistory = {
-                "writes": list(reversed(collected_by_ch[ch]))
-            }
-            if ch in seed_by_ch:
-                entry_h["seed"] = seed_by_ch[ch]
+            entry_h: DeltaChannelHistory = {"writes": []}
+            bound = supersteps_by_ch.get(ch, 0)
+            if bound <= 0:
+                result[ch] = entry_h
+                continue
+            if len(chain) >= bound:
+                seed_depth = bound
+            elif has_reached_root:
+                seed_depth = len(chain)
+            else:
+                logger.warning(
+                    "cannot find seed snapshot for delta channel "
+                    "(thread_id=%s, channel=%s)",
+                    thread_id,
+                    ch,
+                )
+                result[ch] = entry_h
+                continue
+            if seed_depth <= 0:
+                result[ch] = entry_h
+                continue
+            chain_slice: list[str] = chain[:seed_depth]
+            seed_cpid: str | None = chain[seed_depth - 1]
+
+            skip_seed_checkpoint_writes = False
+            seed_entry = ns_storage.get(seed_cpid)
+            if seed_entry is not None:
+                ckpt = self.serde.loads_typed(seed_entry[0])
+                ver = (ckpt.get("channel_versions") or {}).get(ch)
+                blob_entry = (
+                    self.blobs.get((thread_id, checkpoint_ns, ch, ver))
+                    if ver is not None
+                    else None
+                )
+                if blob_entry is not None and blob_entry[0] != "empty":
+                    seed_value = self.serde.loads_typed(blob_entry)
+                    entry_h["seed"] = seed_value
+                    skip_seed_checkpoint_writes = not isinstance(
+                        seed_value, _DeltaSnapshot
+                    )
+                else:
+                    # No stored value at the oldest checkpoint → empty
+                    # baseline; the chain's own writes replay from empty.
+                    seed_cpid = None
+
+            collected: list[PendingWrite] = []
+            # Chain is newest→oldest; replay oldest→newest.
+            for cp_id in reversed(chain_slice):
+                if skip_seed_checkpoint_writes and cp_id == seed_cpid:
+                    continue
+                step_writes = self.writes.get((thread_id, checkpoint_ns, cp_id), {})
+                for (_task_id, _idx), (tid, w_ch, serialized, _) in sorted(
+                    step_writes.items()
+                ):
+                    if w_ch == ch:
+                        collected.append((tid, ch, self.serde.loads_typed(serialized)))
+            entry_h["writes"] = collected
             result[ch] = entry_h
         return result
 

libs/checkpoint/tests/test_memory.py

@@ -351,9 +351,12 @@ class TestInMemorySaverDeltaChannel:
         cp1["id"] = "cp1"
         cp2 = empty_checkpoint()
         cp2["id"] = "cp2"
+        # Target (cp2) carries the supersteps counter; no snapshot was ever
+        # taken, so the walk runs back to the root → no seed, empty baseline.
+        cp2_md = {"counters_since_delta_snapshot": {channel: [1, 2]}}
         saver.storage[thread_id][ns] = {
             "cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), None),
-            "cp2": (serde.dumps_typed(cp2), serde.dumps_typed({}), "cp1"),
+            "cp2": (serde.dumps_typed(cp2), serde.dumps_typed(cp2_md), "cp1"),
         }
         # Writes stored at cp1 produced the cp1 snapshot; part of history.
         saver.writes[(thread_id, ns, "cp1")][("task1", 0)] = (
@@ -456,10 +459,15 @@ class TestBaseFallbackGetChannelWrites:
         cp1["id"] = "00000000000000000000000000000002.0000000000000000"
         cp2 = empty_checkpoint()
         cp2["id"] = "00000000000000000000000000000003.0000000000000000"
+        # The target (cp2) carries `counters_since_delta_snapshot` — the
+        # supersteps-since-last-snapshot driving the ancestor-walk depth. No
+        # snapshot was ever taken, so the count runs back past the oldest
+        # persisted checkpoint (root) → implicit empty baseline, no seed.
+        cp2_md = {"counters_since_delta_snapshot": {channel: [2, 3]}}
         saver.storage[thread_id][ns] = {
             cp0["id"]: (serde.dumps_typed(cp0), serde.dumps_typed({}), None),
             cp1["id"]: (serde.dumps_typed(cp1), serde.dumps_typed({}), cp0["id"]),
-            cp2["id"]: (serde.dumps_typed(cp2), serde.dumps_typed({}), cp1["id"]),
+            cp2["id"]: (serde.dumps_typed(cp2), serde.dumps_typed(cp2_md), cp1["id"]),
         }
         # Writes under cp0 produced cp1's state; writes under cp1 produced cp2's.
         saver.writes[(thread_id, ns, cp0["id"])][("task1", 0)] = (
@@ -607,10 +615,14 @@ class TestPreDeltaBlobTerminator:
         cp3["id"] = "cp3"
         cp3["channel_versions"][channel] = v3
 
+        # cp1 is the pre-delta (migration) seed; the channel became a
+        # DeltaChannel at cp2, so its supersteps counter starts there: cp2 -> 1,
+        # cp3 -> 2. The target (cp3) walks 2 hops back to the cp1 seed blob.
+        cp3_md = {"counters_since_delta_snapshot": {channel: [2, 2]}}
         saver.storage[thread_id][ns] = {
             "cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), None),
             "cp2": (serde.dumps_typed(cp2), serde.dumps_typed({}), "cp1"),
-            "cp3": (serde.dumps_typed(cp3), serde.dumps_typed({}), "cp2"),
+            "cp3": (serde.dumps_typed(cp3), serde.dumps_typed(cp3_md), "cp2"),
         }
         # Write under cp1 would be from the pre-delta era and MUST be ignored
         # (the blob already captures it). We add one and assert it is not

libs/checkpoint/uv.lock

@@ -383,7 +383,7 @@ test = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.0"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -393,12 +393,13 @@ dependencies = [
     { name = "requests" },
     { name = "requests-toolbelt" },
     { name = "uuid-utils" },
+    { name = "websockets" },
     { name = "xxhash" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [[package]]
@@ -1404,6 +1405,74 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" },
 ]
 
+[[package]]
+name = "websockets"
+version = "16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/74/221f58decd852f4b59cc3354cccaf87e8ef695fede361d03dc9a7396573b/websockets-16.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a", size = 177343, upload-time = "2026-01-10T09:22:21.28Z" },
+    { url = "https://files.pythonhosted.org/packages/19/0f/22ef6107ee52ab7f0b710d55d36f5a5d3ef19e8a205541a6d7ffa7994e5a/websockets-16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0", size = 175021, upload-time = "2026-01-10T09:22:22.696Z" },
+    { url = "https://files.pythonhosted.org/packages/10/40/904a4cb30d9b61c0e278899bf36342e9b0208eb3c470324a9ecbaac2a30f/websockets-16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957", size = 175320, upload-time = "2026-01-10T09:22:23.94Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/2f/4b3ca7e106bc608744b1cdae041e005e446124bebb037b18799c2d356864/websockets-16.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72", size = 183815, upload-time = "2026-01-10T09:22:25.469Z" },
+    { url = "https://files.pythonhosted.org/packages/86/26/d40eaa2a46d4302becec8d15b0fc5e45bdde05191e7628405a19cf491ccd/websockets-16.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde", size = 185054, upload-time = "2026-01-10T09:22:27.101Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/ba/6500a0efc94f7373ee8fefa8c271acdfd4dca8bd49a90d4be7ccabfc397e/websockets-16.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3", size = 184565, upload-time = "2026-01-10T09:22:28.293Z" },
+    { url = "https://files.pythonhosted.org/packages/04/b4/96bf2cee7c8d8102389374a2616200574f5f01128d1082f44102140344cc/websockets-16.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3", size = 183848, upload-time = "2026-01-10T09:22:30.394Z" },
+    { url = "https://files.pythonhosted.org/packages/02/8e/81f40fb00fd125357814e8c3025738fc4ffc3da4b6b4a4472a82ba304b41/websockets-16.0-cp310-cp310-win32.whl", hash = "sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9", size = 178249, upload-time = "2026-01-10T09:22:32.083Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/5f/7e40efe8df57db9b91c88a43690ac66f7b7aa73a11aa6a66b927e44f26fa/websockets-16.0-cp310-cp310-win_amd64.whl", hash = "sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35", size = 178685, upload-time = "2026-01-10T09:22:33.345Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/db/de907251b4ff46ae804ad0409809504153b3f30984daf82a1d84a9875830/websockets-16.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8", size = 177340, upload-time = "2026-01-10T09:22:34.539Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/fa/abe89019d8d8815c8781e90d697dec52523fb8ebe308bf11664e8de1877e/websockets-16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad", size = 175022, upload-time = "2026-01-10T09:22:36.332Z" },
+    { url = "https://files.pythonhosted.org/packages/58/5d/88ea17ed1ded2079358b40d31d48abe90a73c9e5819dbcde1606e991e2ad/websockets-16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d", size = 175319, upload-time = "2026-01-10T09:22:37.602Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/ae/0ee92b33087a33632f37a635e11e1d99d429d3d323329675a6022312aac2/websockets-16.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe", size = 184631, upload-time = "2026-01-10T09:22:38.789Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/c5/27178df583b6c5b31b29f526ba2da5e2f864ecc79c99dae630a85d68c304/websockets-16.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b", size = 185870, upload-time = "2026-01-10T09:22:39.893Z" },
+    { url = "https://files.pythonhosted.org/packages/87/05/536652aa84ddc1c018dbb7e2c4cbcd0db884580bf8e95aece7593fde526f/websockets-16.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5", size = 185361, upload-time = "2026-01-10T09:22:41.016Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/e2/d5332c90da12b1e01f06fb1b85c50cfc489783076547415bf9f0a659ec19/websockets-16.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64", size = 184615, upload-time = "2026-01-10T09:22:42.442Z" },
+    { url = "https://files.pythonhosted.org/packages/77/fb/d3f9576691cae9253b51555f841bc6600bf0a983a461c79500ace5a5b364/websockets-16.0-cp311-cp311-win32.whl", hash = "sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6", size = 178246, upload-time = "2026-01-10T09:22:43.654Z" },
+    { url = "https://files.pythonhosted.org/packages/54/67/eaff76b3dbaf18dcddabc3b8c1dba50b483761cccff67793897945b37408/websockets-16.0-cp311-cp311-win_amd64.whl", hash = "sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac", size = 178684, upload-time = "2026-01-10T09:22:44.941Z" },
+    { url = "https://files.pythonhosted.org/packages/84/7b/bac442e6b96c9d25092695578dda82403c77936104b5682307bd4deb1ad4/websockets-16.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00", size = 177365, upload-time = "2026-01-10T09:22:46.787Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/fe/136ccece61bd690d9c1f715baaeefd953bb2360134de73519d5df19d29ca/websockets-16.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79", size = 175038, upload-time = "2026-01-10T09:22:47.999Z" },
+    { url = "https://files.pythonhosted.org/packages/40/1e/9771421ac2286eaab95b8575b0cb701ae3663abf8b5e1f64f1fd90d0a673/websockets-16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39", size = 175328, upload-time = "2026-01-10T09:22:49.809Z" },
+    { url = "https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c", size = 184915, upload-time = "2026-01-10T09:22:51.071Z" },
+    { url = "https://files.pythonhosted.org/packages/97/bb/21c36b7dbbafc85d2d480cd65df02a1dc93bf76d97147605a8e27ff9409d/websockets-16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f", size = 186152, upload-time = "2026-01-10T09:22:52.224Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/34/9bf8df0c0cf88fa7bfe36678dc7b02970c9a7d5e065a3099292db87b1be2/websockets-16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1", size = 185583, upload-time = "2026-01-10T09:22:53.443Z" },
+    { url = "https://files.pythonhosted.org/packages/47/88/4dd516068e1a3d6ab3c7c183288404cd424a9a02d585efbac226cb61ff2d/websockets-16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2", size = 184880, upload-time = "2026-01-10T09:22:55.033Z" },
+    { url = "https://files.pythonhosted.org/packages/91/d6/7d4553ad4bf1c0421e1ebd4b18de5d9098383b5caa1d937b63df8d04b565/websockets-16.0-cp312-cp312-win32.whl", hash = "sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89", size = 178261, upload-time = "2026-01-10T09:22:56.251Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/f0/f3a17365441ed1c27f850a80b2bc680a0fa9505d733fe152fdf5e98c1c0b/websockets-16.0-cp312-cp312-win_amd64.whl", hash = "sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea", size = 178693, upload-time = "2026-01-10T09:22:57.478Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/9c/baa8456050d1c1b08dd0ec7346026668cbc6f145ab4e314d707bb845bf0d/websockets-16.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9", size = 177364, upload-time = "2026-01-10T09:22:59.333Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/0c/8811fc53e9bcff68fe7de2bcbe75116a8d959ac699a3200f4847a8925210/websockets-16.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230", size = 175039, upload-time = "2026-01-10T09:23:01.171Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/82/39a5f910cb99ec0b59e482971238c845af9220d3ab9fa76dd9162cda9d62/websockets-16.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c", size = 175323, upload-time = "2026-01-10T09:23:02.341Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/28/0a25ee5342eb5d5f297d992a77e56892ecb65e7854c7898fb7d35e9b33bd/websockets-16.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5", size = 184975, upload-time = "2026-01-10T09:23:03.756Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/66/27ea52741752f5107c2e41fda05e8395a682a1e11c4e592a809a90c6a506/websockets-16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82", size = 186203, upload-time = "2026-01-10T09:23:05.01Z" },
+    { url = "https://files.pythonhosted.org/packages/37/e5/8e32857371406a757816a2b471939d51c463509be73fa538216ea52b792a/websockets-16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8", size = 185653, upload-time = "2026-01-10T09:23:06.301Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/67/f926bac29882894669368dc73f4da900fcdf47955d0a0185d60103df5737/websockets-16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f", size = 184920, upload-time = "2026-01-10T09:23:07.492Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/a1/3d6ccdcd125b0a42a311bcd15a7f705d688f73b2a22d8cf1c0875d35d34a/websockets-16.0-cp313-cp313-win32.whl", hash = "sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a", size = 178255, upload-time = "2026-01-10T09:23:09.245Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/ae/90366304d7c2ce80f9b826096a9e9048b4bb760e44d3b873bb272cba696b/websockets-16.0-cp313-cp313-win_amd64.whl", hash = "sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156", size = 178689, upload-time = "2026-01-10T09:23:10.483Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/1d/e88022630271f5bd349ed82417136281931e558d628dd52c4d8621b4a0b2/websockets-16.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0", size = 177406, upload-time = "2026-01-10T09:23:12.178Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/78/e63be1bf0724eeb4616efb1ae1c9044f7c3953b7957799abb5915bffd38e/websockets-16.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904", size = 175085, upload-time = "2026-01-10T09:23:13.511Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4", size = 175328, upload-time = "2026-01-10T09:23:14.727Z" },
+    { url = "https://files.pythonhosted.org/packages/63/bc/d3e208028de777087e6fb2b122051a6ff7bbcca0d6df9d9c2bf1dd869ae9/websockets-16.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e", size = 185044, upload-time = "2026-01-10T09:23:15.939Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/6e/9a0927ac24bd33a0a9af834d89e0abc7cfd8e13bed17a86407a66773cc0e/websockets-16.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4", size = 186279, upload-time = "2026-01-10T09:23:17.148Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/ca/bf1c68440d7a868180e11be653c85959502efd3a709323230314fda6e0b3/websockets-16.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1", size = 185711, upload-time = "2026-01-10T09:23:18.372Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/f8/fdc34643a989561f217bb477cbc47a3a07212cbda91c0e4389c43c296ebf/websockets-16.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3", size = 184982, upload-time = "2026-01-10T09:23:19.652Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/d1/574fa27e233764dbac9c52730d63fcf2823b16f0856b3329fc6268d6ae4f/websockets-16.0-cp314-cp314-win32.whl", hash = "sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8", size = 177915, upload-time = "2026-01-10T09:23:21.458Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/f1/ae6b937bf3126b5134ce1f482365fde31a357c784ac51852978768b5eff4/websockets-16.0-cp314-cp314-win_amd64.whl", hash = "sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d", size = 178381, upload-time = "2026-01-10T09:23:22.715Z" },
+    { url = "https://files.pythonhosted.org/packages/06/9b/f791d1db48403e1f0a27577a6beb37afae94254a8c6f08be4a23e4930bc0/websockets-16.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244", size = 177737, upload-time = "2026-01-10T09:23:24.523Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/40/53ad02341fa33b3ce489023f635367a4ac98b73570102ad2cdd770dacc9a/websockets-16.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e", size = 175268, upload-time = "2026-01-10T09:23:25.781Z" },
+    { url = "https://files.pythonhosted.org/packages/74/9b/6158d4e459b984f949dcbbb0c5d270154c7618e11c01029b9bbd1bb4c4f9/websockets-16.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641", size = 175486, upload-time = "2026-01-10T09:23:27.033Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/2d/7583b30208b639c8090206f95073646c2c9ffd66f44df967981a64f849ad/websockets-16.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8", size = 185331, upload-time = "2026-01-10T09:23:28.259Z" },
+    { url = "https://files.pythonhosted.org/packages/45/b0/cce3784eb519b7b5ad680d14b9673a31ab8dcb7aad8b64d81709d2430aa8/websockets-16.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e", size = 186501, upload-time = "2026-01-10T09:23:29.449Z" },
+    { url = "https://files.pythonhosted.org/packages/19/60/b8ebe4c7e89fb5f6cdf080623c9d92789a53636950f7abacfc33fe2b3135/websockets-16.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944", size = 186062, upload-time = "2026-01-10T09:23:31.368Z" },
+    { url = "https://files.pythonhosted.org/packages/88/a8/a080593f89b0138b6cba1b28f8df5673b5506f72879322288b031337c0b8/websockets-16.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206", size = 185356, upload-time = "2026-01-10T09:23:32.627Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/b6/b9afed2afadddaf5ebb2afa801abf4b0868f42f8539bfe4b071b5266c9fe/websockets-16.0-cp314-cp314t-win32.whl", hash = "sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6", size = 178085, upload-time = "2026-01-10T09:23:33.816Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/3e/28135a24e384493fa804216b79a6a6759a38cc4ff59118787b9fb693df93/websockets-16.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd", size = 178531, upload-time = "2026-01-10T09:23:35.016Z" },
+    { url = "https://files.pythonhosted.org/packages/72/07/c98a68571dcf256e74f1f816b8cc5eae6eb2d3d5cfa44d37f801619d9166/websockets-16.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d", size = 174947, upload-time = "2026-01-10T09:23:36.166Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/52/93e166a81e0305b33fe416338be92ae863563fe7bce446b0f687b9df5aea/websockets-16.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03", size = 175260, upload-time = "2026-01-10T09:23:37.409Z" },
+    { url = "https://files.pythonhosted.org/packages/56/0c/2dbf513bafd24889d33de2ff0368190a0e69f37bcfa19009ef819fe4d507/websockets-16.0-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da", size = 176071, upload-time = "2026-01-10T09:23:39.158Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/8f/aea9c71cc92bf9b6cc0f7f70df8f0b420636b6c96ef4feee1e16f80f75dd/websockets-16.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c", size = 176968, upload-time = "2026-01-10T09:23:41.031Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
+]
+
 [[package]]
 name = "xxhash"
 version = "3.6.0"

libs/cli/examples/graph_prerelease_reqs/pyproject.toml

@@ -6,7 +6,7 @@ readme = "README.md"
 requires-python = ">=3.10"
 dependencies = [
   "langchain-openai==1.1.14",
-  "langchain-anthropic==1.0.0a5",
+  "langchain-anthropic==1.4.6",
   "langgraph==1.1.5"
 ]
 

libs/cli/js-examples/yarn.lock

@@ -2,15 +2,7 @@
 # yarn lockfile v1
 
 
-"@ampproject/remapping@^2.2.0":
-  version "2.3.0"
-  resolved "https://registry.yarnpkg.com/@ampproject/remapping/-/remapping-2.3.0.tgz#ed441b6fa600072520ce18b43d2c8cc8caecc7f4"
-  integrity sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==
-  dependencies:
-    "@jridgewell/gen-mapping" "^0.3.5"
-    "@jridgewell/trace-mapping" "^0.3.24"
-
-"@babel/code-frame@^7.0.0", "@babel/code-frame@^7.24.7":
+"@babel/code-frame@^7.0.0":
   version "7.24.7"
   resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.24.7.tgz#882fd9e09e8ee324e496bd040401c6f046ef4465"
   integrity sha512-BcYH1CVJBO9tvyIZ2jVeXgSIMvGZ2FDRvDdOIVQyuklNKSsx+eppDEBq/g47Ayw+RqNFE+URvOShmf+f/qwAlA==
@@ -18,7 +10,7 @@
     "@babel/highlight" "^7.24.7"
     picocolors "^1.0.0"
 
-"@babel/code-frame@^7.27.1", "@babel/code-frame@^7.28.6", "@babel/code-frame@^7.29.0":
+"@babel/code-frame@^7.27.1":
   version "7.29.0"
   resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.29.0.tgz#7cd7a59f15b3cc0dcd803038f7792712a7d0b15c"
   integrity sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==
@@ -27,51 +19,34 @@
     js-tokens "^4.0.0"
     picocolors "^1.1.1"
 
-"@babel/compat-data@^7.25.2":
-  version "7.25.2"
-  resolved "https://registry.yarnpkg.com/@babel/compat-data/-/compat-data-7.25.2.tgz#e41928bd33475305c586f6acbbb7e3ade7a6f7f5"
-  integrity sha512-bYcppcpKBvX4znYaPEeFau03bp89ShqNMLs+rmdptMw+heSZh9+z84d2YG+K7cYLbWwzdjtDoW/uqZmPjulClQ==
-
-"@babel/compat-data@^7.28.6":
-  version "7.29.0"
-  resolved "https://registry.yarnpkg.com/@babel/compat-data/-/compat-data-7.29.0.tgz#00d03e8c0ac24dd9be942c5370990cbe1f17d88d"
-  integrity sha512-T1NCJqT/j9+cn8fvkt7jtwbLBfLC/1y1c7NtCeXFRgzGTsafi68MRv8yzkYSapBnFA6L3U2VSc02ciDzoAJhJg==
-
-"@babel/core@^7.23.9":
-  version "7.25.2"
-  resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.25.2.tgz#ed8eec275118d7613e77a352894cd12ded8eba77"
-  integrity sha512-BBt3opiCOxUr9euZ5/ro/Xv8/V7yJ5bjYMqG/C1YAo8MIKAnumZalCN+msbci3Pigy4lIQfPUpfMM27HMGaYEA==
+"@babel/code-frame@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/code-frame/-/code-frame-7.29.7.tgz#f2fbbfea87c44a21590ec515b778b2c26d8866e7"
+  integrity sha512-Aup7aUOfpbAUg2ROOJN6Iw5f9DMBlzu0mIkm/malLQFN/YQgO48wCj0Kxa3sEHJvPVFg7siR+qRInwXd2qhQKw==
   dependencies:
-    "@ampproject/remapping" "^2.2.0"
-    "@babel/code-frame" "^7.24.7"
-    "@babel/generator" "^7.25.0"
-    "@babel/helper-compilation-targets" "^7.25.2"
-    "@babel/helper-module-transforms" "^7.25.2"
-    "@babel/helpers" "^7.25.0"
-    "@babel/parser" "^7.25.0"
-    "@babel/template" "^7.25.0"
-    "@babel/traverse" "^7.25.2"
-    "@babel/types" "^7.25.2"
-    convert-source-map "^2.0.0"
-    debug "^4.1.0"
-    gensync "^1.0.0-beta.2"
-    json5 "^2.2.3"
-    semver "^6.3.1"
+    "@babel/helper-validator-identifier" "^7.29.7"
+    js-tokens "^4.0.0"
+    picocolors "^1.1.1"
 
-"@babel/core@^7.27.4":
-  version "7.29.0"
-  resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.29.0.tgz#5286ad785df7f79d656e88ce86e650d16ca5f322"
-  integrity sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA==
+"@babel/compat-data@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/compat-data/-/compat-data-7.29.7.tgz#6f0237f0f36d2e51c0570a636faed9d2d0efe629"
+  integrity sha512-locTkQyKvwIEgBzVrn8693ebc97F2U8ZHjbXwDXJ5Fn2TCpNwTlKcaKLkdHop5c/icOFE7qt7Q9JC5hnKNa6Gg==
+
+"@babel/core@^7.23.9", "@babel/core@^7.27.4":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/core/-/core-7.29.7.tgz#80c10b17248082968b57a857b91640971f2070f7"
+  integrity sha512-RgHBCvtjbOK2gXSNBNIkNoEc9qoVEtau3hj8gEqKQuL3HZAibKarWFEI3Lfm6EYKkLalOh8eSrj9b+ch9H/VBA==
   dependencies:
-    "@babel/code-frame" "^7.29.0"
-    "@babel/generator" "^7.29.0"
-    "@babel/helper-compilation-targets" "^7.28.6"
-    "@babel/helper-module-transforms" "^7.28.6"
-    "@babel/helpers" "^7.28.6"
-    "@babel/parser" "^7.29.0"
-    "@babel/template" "^7.28.6"
-    "@babel/traverse" "^7.29.0"
-    "@babel/types" "^7.29.0"
+    "@babel/code-frame" "^7.29.7"
+    "@babel/generator" "^7.29.7"
+    "@babel/helper-compilation-targets" "^7.29.7"
+    "@babel/helper-module-transforms" "^7.29.7"
+    "@babel/helpers" "^7.29.7"
+    "@babel/parser" "^7.29.7"
+    "@babel/template" "^7.29.7"
+    "@babel/traverse" "^7.29.7"
+    "@babel/types" "^7.29.7"
     "@jridgewell/remapping" "^2.3.5"
     convert-source-map "^2.0.0"
     debug "^4.1.0"
@@ -79,17 +54,7 @@
     json5 "^2.2.3"
     semver "^6.3.1"
 
-"@babel/generator@^7.25.0":
-  version "7.25.0"
-  resolved "https://registry.yarnpkg.com/@babel/generator/-/generator-7.25.0.tgz#f858ddfa984350bc3d3b7f125073c9af6988f18e"
-  integrity sha512-3LEEcj3PVW8pW2R1SR1M89g/qrYk/m/mB/tLqn7dn4sbBUQyTqnlod+II2U4dqiGtUmkcnAmkMDralTFZttRiw==
-  dependencies:
-    "@babel/types" "^7.25.0"
-    "@jridgewell/gen-mapping" "^0.3.5"
-    "@jridgewell/trace-mapping" "^0.3.25"
-    jsesc "^2.5.1"
-
-"@babel/generator@^7.27.5", "@babel/generator@^7.29.0":
+"@babel/generator@^7.27.5":
   version "7.29.1"
   resolved "https://registry.yarnpkg.com/@babel/generator/-/generator-7.29.1.tgz#d09876290111abbb00ef962a7b83a5307fba0d50"
   integrity sha512-qsaF+9Qcm2Qv8SRIMMscAvG4O3lJ0F1GuMo5HR/Bp02LopNgnZBC/EkbevHFeGs4ls/oPz9v+Bsmzbkbe+0dUw==
@@ -100,67 +65,49 @@
     "@jridgewell/trace-mapping" "^0.3.28"
     jsesc "^3.0.2"
 
-"@babel/helper-compilation-targets@^7.25.2":
-  version "7.25.2"
-  resolved "https://registry.yarnpkg.com/@babel/helper-compilation-targets/-/helper-compilation-targets-7.25.2.tgz#e1d9410a90974a3a5a66e84ff55ef62e3c02d06c"
-  integrity sha512-U2U5LsSaZ7TAt3cfaymQ8WHh0pxvdHoEk6HVpaexxixjyEquMh0L0YNJNM6CTGKMXV1iksi0iZkGw4AcFkPaaw==
+"@babel/generator@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/generator/-/generator-7.29.7.tgz#cca0b8827e6bcf3ba176788e7f3b180ad6db2fa3"
+  integrity sha512-DkXD5OJQaAQIdZ1bt3UZdEnHAn9Imd3IVBdX03UFe+ony9Ojw5pzr9YVKGDY1jt+Gcn/FnGkNf8r+Vj5NOJWtQ==
   dependencies:
-    "@babel/compat-data" "^7.25.2"
-    "@babel/helper-validator-option" "^7.24.8"
-    browserslist "^4.23.1"
-    lru-cache "^5.1.1"
-    semver "^6.3.1"
+    "@babel/parser" "^7.29.7"
+    "@babel/types" "^7.29.7"
+    "@jridgewell/gen-mapping" "^0.3.12"
+    "@jridgewell/trace-mapping" "^0.3.28"
+    jsesc "^3.0.2"
 
-"@babel/helper-compilation-targets@^7.28.6":
-  version "7.28.6"
-  resolved "https://registry.yarnpkg.com/@babel/helper-compilation-targets/-/helper-compilation-targets-7.28.6.tgz#32c4a3f41f12ed1532179b108a4d746e105c2b25"
-  integrity sha512-JYtls3hqi15fcx5GaSNL7SCTJ2MNmjrkHXg4FSpOA/grxK8KwyZ5bubHsCq8FXCkua6xhuaaBit+3b7+VZRfcA==
+"@babel/helper-compilation-targets@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helper-compilation-targets/-/helper-compilation-targets-7.29.7.tgz#7a1def704302401c47f64fa85589e974ae217042"
+  integrity sha512-wem6WaBj4NaVYVdNhLPPVacES6ZJ+KBBfSkTMD3YZxbP3rm3Di85tJU5ljaUNhaOynt+Aj0xruhYuzQBt8n71g==
   dependencies:
-    "@babel/compat-data" "^7.28.6"
-    "@babel/helper-validator-option" "^7.27.1"
+    "@babel/compat-data" "^7.29.7"
+    "@babel/helper-validator-option" "^7.29.7"
     browserslist "^4.24.0"
     lru-cache "^5.1.1"
     semver "^6.3.1"
 
-"@babel/helper-globals@^7.28.0":
-  version "7.28.0"
-  resolved "https://registry.yarnpkg.com/@babel/helper-globals/-/helper-globals-7.28.0.tgz#b9430df2aa4e17bc28665eadeae8aa1d985e6674"
-  integrity sha512-+W6cISkXFa1jXsDEdYA8HeevQT/FULhxzR99pxphltZcVaugps53THCeiWA8SguxxpSp3gKPiuYfSWopkLQ4hw==
+"@babel/helper-globals@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helper-globals/-/helper-globals-7.29.7.tgz#f04a96fbd8473241b1079243f5b3f03a3010ab7b"
+  integrity sha512-3nQVUAtvkKH9zahfWgw96Jc/uFOmjACE1kQz82E2lqWmHBgjzbNlsC22nuQTfahmWeQtTq5nQ/4Nnd2A1wj4zA==
 
-"@babel/helper-module-imports@^7.24.7":
-  version "7.24.7"
-  resolved "https://registry.yarnpkg.com/@babel/helper-module-imports/-/helper-module-imports-7.24.7.tgz#f2f980392de5b84c3328fc71d38bd81bbb83042b"
-  integrity sha512-8AyH3C+74cgCVVXow/myrynrAGv+nTVg5vKu2nZph9x7RcRwzmh0VFallJuFTZ9mx6u4eSdXZfcOzSqTUm0HCA==
+"@babel/helper-module-imports@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helper-module-imports/-/helper-module-imports-7.29.7.tgz#ef25048a518e828d7393fac5882ddd73921d7396"
+  integrity sha512-ejHwrQQYcm9xnTivShn2IDOlIzInN34AXskvq9QicvCtEzq1Vzclu/tKF8Jq1Cg8JG2GL6/EmjgsCT7lXepE3g==
   dependencies:
-    "@babel/traverse" "^7.24.7"
-    "@babel/types" "^7.24.7"
+    "@babel/traverse" "^7.29.7"
+    "@babel/types" "^7.29.7"
 
-"@babel/helper-module-imports@^7.28.6":
-  version "7.28.6"
-  resolved "https://registry.yarnpkg.com/@babel/helper-module-imports/-/helper-module-imports-7.28.6.tgz#60632cbd6ffb70b22823187201116762a03e2d5c"
-  integrity sha512-l5XkZK7r7wa9LucGw9LwZyyCUscb4x37JWTPz7swwFE/0FMQAGpiWUZn8u9DzkSBWEcK25jmvubfpw2dnAMdbw==
+"@babel/helper-module-transforms@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helper-module-transforms/-/helper-module-transforms-7.29.7.tgz#b062747a5997ba138637201328bbff77960574ae"
+  integrity sha512-UPUVSyXbOh627KiCIGQSgwWzGeBKLkaJ9PJEdrngIwMSzxLR4jS4+f1f1jb7VzBbg8nFLaYotvVPFCTqdrmTAg==
   dependencies:
-    "@babel/traverse" "^7.28.6"
-    "@babel/types" "^7.28.6"
-
-"@babel/helper-module-transforms@^7.25.2":
-  version "7.25.2"
-  resolved "https://registry.yarnpkg.com/@babel/helper-module-transforms/-/helper-module-transforms-7.25.2.tgz#ee713c29768100f2776edf04d4eb23b8d27a66e6"
-  integrity sha512-BjyRAbix6j/wv83ftcVJmBt72QtHI56C7JXZoG2xATiLpmoC7dpd8WnkikExHDVPpi/3qCmO6WY1EaXOluiecQ==
-  dependencies:
-    "@babel/helper-module-imports" "^7.24.7"
-    "@babel/helper-simple-access" "^7.24.7"
-    "@babel/helper-validator-identifier" "^7.24.7"
-    "@babel/traverse" "^7.25.2"
-
-"@babel/helper-module-transforms@^7.28.6":
-  version "7.28.6"
-  resolved "https://registry.yarnpkg.com/@babel/helper-module-transforms/-/helper-module-transforms-7.28.6.tgz#9312d9d9e56edc35aeb6e95c25d4106b50b9eb1e"
-  integrity sha512-67oXFAYr2cDLDVGLXTEABjdBJZ6drElUSI7WKp70NrpyISso3plG9SAGEF6y7zbha/wOzUByWWTJvEDVNIUGcA==
-  dependencies:
-    "@babel/helper-module-imports" "^7.28.6"
-    "@babel/helper-validator-identifier" "^7.28.5"
-    "@babel/traverse" "^7.28.6"
+    "@babel/helper-module-imports" "^7.29.7"
+    "@babel/helper-validator-identifier" "^7.29.7"
+    "@babel/traverse" "^7.29.7"
 
 "@babel/helper-plugin-utils@^7.0.0", "@babel/helper-plugin-utils@^7.10.4", "@babel/helper-plugin-utils@^7.12.13", "@babel/helper-plugin-utils@^7.14.5", "@babel/helper-plugin-utils@^7.24.7", "@babel/helper-plugin-utils@^7.8.0":
   version "7.24.8"
@@ -172,14 +119,6 @@
   resolved "https://registry.yarnpkg.com/@babel/helper-plugin-utils/-/helper-plugin-utils-7.28.6.tgz#6f13ea251b68c8532e985fd532f28741a8af9ac8"
   integrity sha512-S9gzZ/bz83GRysI7gAD4wPT/AI3uCnY+9xn+Mx/KPs2JwHJIz1W8PZkg2cqyt3RNOBM8ejcXhV6y8Og7ly/Dug==
 
-"@babel/helper-simple-access@^7.24.7":
-  version "7.24.7"
-  resolved "https://registry.yarnpkg.com/@babel/helper-simple-access/-/helper-simple-access-7.24.7.tgz#bcade8da3aec8ed16b9c4953b74e506b51b5edb3"
-  integrity sha512-zBAIvbCMh5Ts+b86r/CjU+4XGYIs+R1j951gxI3KmmxBMhCg4oQMsv6ZXQ64XOm/cvzfU1FmoCyt6+owc5QMYg==
-  dependencies:
-    "@babel/traverse" "^7.24.7"
-    "@babel/types" "^7.24.7"
-
 "@babel/helper-string-parser@^7.24.8":
   version "7.24.8"
   resolved "https://registry.yarnpkg.com/@babel/helper-string-parser/-/helper-string-parser-7.24.8.tgz#5b3329c9a58803d5df425e5785865881a81ca48d"
@@ -190,6 +129,11 @@
   resolved "https://registry.yarnpkg.com/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz#54da796097ab19ce67ed9f88b47bb2ec49367687"
   integrity sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==
 
+"@babel/helper-string-parser@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helper-string-parser/-/helper-string-parser-7.29.7.tgz#7f0871d99824d23137d60f86fcf6130fd5a1b51f"
+  integrity sha512-Pb5ijPrZ89GDH8223L4UP8i6QApWxs04RbPQJTeWDV0/keR2E36MeKnyr6LYmUUvqRRI+Iv87SuF1W6ErINzYw==
+
 "@babel/helper-validator-identifier@^7.24.7":
   version "7.24.7"
   resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.24.7.tgz#75b889cfaf9e35c2aaf42cf0d72c8e91719251db"
@@ -200,31 +144,23 @@
   resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz#010b6938fab7cb7df74aa2bbc06aa503b8fe5fb4"
   integrity sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==
 
-"@babel/helper-validator-option@^7.24.8":
-  version "7.24.8"
-  resolved "https://registry.yarnpkg.com/@babel/helper-validator-option/-/helper-validator-option-7.24.8.tgz#3725cdeea8b480e86d34df15304806a06975e33d"
-  integrity sha512-xb8t9tD1MHLungh/AIoWYN+gVHaB9kwlu8gffXGSt3FFEIT7RjS+xWbc2vUD1UTZdIpKj/ab3rdqJ7ufngyi2Q==
+"@babel/helper-validator-identifier@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helper-validator-identifier/-/helper-validator-identifier-7.29.7.tgz#bd87084ced0c796ec46bda492de6e83d29e89fc2"
+  integrity sha512-qehxGkRj55h/ff8EMaJ+cYhyaKlHIxqYDn682wQD7RNp9UujOQsHog2uS0r2vzr4pW+sXf90NeeayjcNaX3fFg==
 
-"@babel/helper-validator-option@^7.27.1":
-  version "7.27.1"
-  resolved "https://registry.yarnpkg.com/@babel/helper-validator-option/-/helper-validator-option-7.27.1.tgz#fa52f5b1e7db1ab049445b421c4471303897702f"
-  integrity sha512-YvjJow9FxbhFFKDSuFnVCe2WxXk1zWc22fFePVNEaWJEu8IrZVlda6N0uHwzZrUM1il7NC9Mlp4MaJYbYd9JSg==
+"@babel/helper-validator-option@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helper-validator-option/-/helper-validator-option-7.29.7.tgz#cf315be940213b354eb4abcc0bd01ebe3f73bc2a"
+  integrity sha512-N9ZErrD+yW5geCDtBqnOoxmR8+tNKiGuxKlDpuJxfsqpa2dFcexaziGAE/qoHLiDDreVNMupxGmSoNlyvsA3gw==
 
-"@babel/helpers@^7.25.0":
-  version "7.25.0"
-  resolved "https://registry.yarnpkg.com/@babel/helpers/-/helpers-7.25.0.tgz#e69beb7841cb93a6505531ede34f34e6a073650a"
-  integrity sha512-MjgLZ42aCm0oGjJj8CtSM3DB8NOOf8h2l7DCTePJs29u+v7yO/RBX9nShlKMgFnRks/Q4tBAe7Hxnov9VkGwLw==
+"@babel/helpers@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/helpers/-/helpers-7.29.7.tgz#45abfde7548997e34376c3e69feb475cffb4a607"
+  integrity sha512-1k2lAGRMfHTcwuNYcCNUmaUffmQv8KWMfh2iJUUeRlwlwH4FdNG7mfPI10NPfLHJFThE4Tyr4mv7kTNZOiPuBg==
   dependencies:
-    "@babel/template" "^7.25.0"
-    "@babel/types" "^7.25.0"
-
-"@babel/helpers@^7.28.6":
-  version "7.28.6"
-  resolved "https://registry.yarnpkg.com/@babel/helpers/-/helpers-7.28.6.tgz#fca903a313ae675617936e8998b814c415cbf5d7"
-  integrity sha512-xOBvwq86HHdB7WUDTfKfT/Vuxh7gElQ+Sfti2Cy6yIWNW05P8iUslOVcZ4/sKbE+/jQaukQAdz/gf3724kYdqw==
-  dependencies:
-    "@babel/template" "^7.28.6"
-    "@babel/types" "^7.28.6"
+    "@babel/template" "^7.29.7"
+    "@babel/types" "^7.29.7"
 
 "@babel/highlight@^7.24.7":
   version "7.24.7"
@@ -236,20 +172,27 @@
     js-tokens "^4.0.0"
     picocolors "^1.0.0"
 
-"@babel/parser@^7.1.0", "@babel/parser@^7.20.7", "@babel/parser@^7.23.9", "@babel/parser@^7.25.0", "@babel/parser@^7.25.3":
+"@babel/parser@^7.1.0", "@babel/parser@^7.20.7", "@babel/parser@^7.23.9":
   version "7.25.3"
   resolved "https://registry.yarnpkg.com/@babel/parser/-/parser-7.25.3.tgz#91fb126768d944966263f0657ab222a642b82065"
   integrity sha512-iLTJKDbJ4hMvFPgQwwsVoxtHyWpKKPBrxkANrSYewDPaPpT5py5yeVkgPIJ7XYXhndxJpaA3PyALSXQ7u8e/Dw==
   dependencies:
     "@babel/types" "^7.25.2"
 
-"@babel/parser@^7.28.6", "@babel/parser@^7.29.0":
+"@babel/parser@^7.29.0":
   version "7.29.0"
   resolved "https://registry.yarnpkg.com/@babel/parser/-/parser-7.29.0.tgz#669ef345add7d057e92b7ed15f0bac07611831b6"
   integrity sha512-IyDgFV5GeDUVX4YdF/3CPULtVGSXXMLh1xVIgdCgxApktqnQV0r7/8Nqthg+8YLGaAtdyIlo2qIdZrbCv4+7ww==
   dependencies:
     "@babel/types" "^7.29.0"
 
+"@babel/parser@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/parser/-/parser-7.29.7.tgz#837b87387cbf5ec5530cb634b3c622f68edb9334"
+  integrity sha512-hnORnjP/1P/zFEndoeX+n+t1RwWRJiJpM/jO7FW32Kn9r5+sJB2JWOdYo4L6k78j15eCwY3Gm/7364B1EMwtNg==
+  dependencies:
+    "@babel/types" "^7.29.7"
+
 "@babel/plugin-syntax-async-generators@^7.8.4":
   version "7.8.4"
   resolved "https://registry.yarnpkg.com/@babel/plugin-syntax-async-generators/-/plugin-syntax-async-generators-7.8.4.tgz#a983fb1aeb2ec3f6ed042a210f640e90e786fe0d"
@@ -369,51 +312,29 @@
   dependencies:
     "@babel/helper-plugin-utils" "^7.28.6"
 
-"@babel/template@^7.25.0":
-  version "7.25.0"
-  resolved "https://registry.yarnpkg.com/@babel/template/-/template-7.25.0.tgz#e733dc3134b4fede528c15bc95e89cb98c52592a"
-  integrity sha512-aOOgh1/5XzKvg1jvVz7AVrx2piJ2XBi227DHmbY6y+bM9H2FlN+IfecYu4Xl0cNiiVejlsCri89LUsbj8vJD9Q==
+"@babel/template@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/template/-/template-7.29.7.tgz#4d9d4004f645cdd304de958c725162784ecac700"
+  integrity sha512-puq+Gf35oI24FeN11LkoUQFqv9uwNeWpxXZi/Ji3rRIoKAzKnxRaZ+Gkj0vKS9ZCiTESfng1N9LyOyXvo+m+Gg==
   dependencies:
-    "@babel/code-frame" "^7.24.7"
-    "@babel/parser" "^7.25.0"
-    "@babel/types" "^7.25.0"
+    "@babel/code-frame" "^7.29.7"
+    "@babel/parser" "^7.29.7"
+    "@babel/types" "^7.29.7"
 
-"@babel/template@^7.28.6":
-  version "7.28.6"
-  resolved "https://registry.yarnpkg.com/@babel/template/-/template-7.28.6.tgz#0e7e56ecedb78aeef66ce7972b082fce76a23e57"
-  integrity sha512-YA6Ma2KsCdGb+WC6UpBVFJGXL58MDA6oyONbjyF/+5sBgxY/dwkhLogbMT2GXXyU84/IhRw/2D1Os1B/giz+BQ==
+"@babel/traverse@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/traverse/-/traverse-7.29.7.tgz#c47b07a41b95da0907d026b5dd894d98de7d2f2d"
+  integrity sha512-EhlfNQtZ+NK22w5BM61ciuiq1m58ed33Wr1Xan//ZRTy6hgjnwyCffRYwzsGXdASJSUJ1guZILsErh1eQcl+zw==
   dependencies:
-    "@babel/code-frame" "^7.28.6"
-    "@babel/parser" "^7.28.6"
-    "@babel/types" "^7.28.6"
-
-"@babel/traverse@^7.24.7", "@babel/traverse@^7.25.2":
-  version "7.25.3"
-  resolved "https://registry.yarnpkg.com/@babel/traverse/-/traverse-7.25.3.tgz#f1b901951c83eda2f3e29450ce92743783373490"
-  integrity sha512-HefgyP1x754oGCsKmV5reSmtV7IXj/kpaE1XYY+D9G5PvKKoFfSbiS4M77MdjuwlZKDIKFCffq9rPU+H/s3ZdQ==
-  dependencies:
-    "@babel/code-frame" "^7.24.7"
-    "@babel/generator" "^7.25.0"
-    "@babel/parser" "^7.25.3"
-    "@babel/template" "^7.25.0"
-    "@babel/types" "^7.25.2"
-    debug "^4.3.1"
-    globals "^11.1.0"
-
-"@babel/traverse@^7.28.6", "@babel/traverse@^7.29.0":
-  version "7.29.0"
-  resolved "https://registry.yarnpkg.com/@babel/traverse/-/traverse-7.29.0.tgz#f323d05001440253eead3c9c858adbe00b90310a"
-  integrity sha512-4HPiQr0X7+waHfyXPZpWPfWL/J7dcN1mx9gL6WdQVMbPnF3+ZhSMs8tCxN7oHddJE9fhNE7+lxdnlyemKfJRuA==
-  dependencies:
-    "@babel/code-frame" "^7.29.0"
-    "@babel/generator" "^7.29.0"
-    "@babel/helper-globals" "^7.28.0"
-    "@babel/parser" "^7.29.0"
-    "@babel/template" "^7.28.6"
-    "@babel/types" "^7.29.0"
+    "@babel/code-frame" "^7.29.7"
+    "@babel/generator" "^7.29.7"
+    "@babel/helper-globals" "^7.29.7"
+    "@babel/parser" "^7.29.7"
+    "@babel/template" "^7.29.7"
+    "@babel/types" "^7.29.7"
     debug "^4.3.1"
 
-"@babel/types@^7.0.0", "@babel/types@^7.20.7", "@babel/types@^7.24.7", "@babel/types@^7.25.0", "@babel/types@^7.25.2":
+"@babel/types@^7.0.0", "@babel/types@^7.20.7", "@babel/types@^7.25.2":
   version "7.25.2"
   resolved "https://registry.yarnpkg.com/@babel/types/-/types-7.25.2.tgz#55fb231f7dc958cd69ea141a4c2997e819646125"
   integrity sha512-YTnYtra7W9e6/oAZEHj0bJehPRUlLH9/fbpT5LfB0NhQXyALCRkRs3zH9v07IYhkgpqX6Z78FnuccZr/l4Fs4Q==
@@ -422,7 +343,7 @@
     "@babel/helper-validator-identifier" "^7.24.7"
     to-fast-properties "^2.0.0"
 
-"@babel/types@^7.27.3", "@babel/types@^7.28.6", "@babel/types@^7.29.0":
+"@babel/types@^7.27.3", "@babel/types@^7.29.0":
   version "7.29.0"
   resolved "https://registry.yarnpkg.com/@babel/types/-/types-7.29.0.tgz#9f5b1e838c446e72cf3cd4b918152b8c605e37c7"
   integrity sha512-LwdZHpScM4Qz8Xw2iKSzS+cfglZzJGvofQICy7W7v4caru4EaAmyUuO6BGrbyQ2mYV11W0U8j5mBhd14dd3B0A==
@@ -430,6 +351,14 @@
     "@babel/helper-string-parser" "^7.27.1"
     "@babel/helper-validator-identifier" "^7.28.5"
 
+"@babel/types@^7.29.7":
+  version "7.29.7"
+  resolved "https://registry.yarnpkg.com/@babel/types/-/types-7.29.7.tgz#8005e31d82712ee7adaef6e23c63b71a62770a92"
+  integrity sha512-4zBIxpPzowiZpusoFkyGVwakdRJUyuH5PxQ/PrqghfdFWWasvnCdPfQXHrenDai+gyLARulZjZowCOj6fjT4pA==
+  dependencies:
+    "@babel/helper-string-parser" "^7.29.7"
+    "@babel/helper-validator-identifier" "^7.29.7"
+
 "@bcoe/v8-coverage@^0.2.3":
   version "0.2.3"
   resolved "https://registry.yarnpkg.com/@bcoe/v8-coverage/-/v8-coverage-0.2.3.tgz#75a2e8b51cb758a7553d6804a5932d7aace75c39"
@@ -1614,16 +1543,6 @@ braces@^3.0.3:
   dependencies:
     fill-range "^7.1.1"
 
-browserslist@^4.23.1:
-  version "4.23.3"
-  resolved "https://registry.yarnpkg.com/browserslist/-/browserslist-4.23.3.tgz#debb029d3c93ebc97ffbc8d9cbb03403e227c800"
-  integrity sha512-btwCFJVjI4YWDNfau8RhZ+B1Q/VLoUITrm3RlP6y1tYGWIOa+InuYiRGXUBXo8nA1qKmHMyLB/iVQg5TT4eFoA==
-  dependencies:
-    caniuse-lite "^1.0.30001646"
-    electron-to-chromium "^1.5.4"
-    node-releases "^2.0.18"
-    update-browserslist-db "^1.1.0"
-
 browserslist@^4.24.0:
   version "4.28.1"
   resolved "https://registry.yarnpkg.com/browserslist/-/browserslist-4.28.1.tgz#7f534594628c53c63101079e27e40de490456a95"
@@ -1706,11 +1625,6 @@ camelcase@^6.3.0:
   resolved "https://registry.yarnpkg.com/camelcase/-/camelcase-6.3.0.tgz#5685b95eb209ac9c0c177467778c9c84df58ba9a"
   integrity sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA==
 
-caniuse-lite@^1.0.30001646:
-  version "1.0.30001651"
-  resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001651.tgz#52de59529e8b02b1aedcaaf5c05d9e23c0c28138"
-  integrity sha512-9Cf+Xv1jJNe1xPZLGuUXLNkE1BoDkqRqYyFJ9TDYSqhduqA4hu4oR9HluGoWYQC/aj8WHjsGVV+bwkh0+tegRg==
-
 caniuse-lite@^1.0.30001759:
   version "1.0.30001769"
   resolved "https://registry.yarnpkg.com/caniuse-lite/-/caniuse-lite-1.0.30001769.tgz#1ad91594fad7dc233777c2781879ab5409f7d9c2"
@@ -1947,11 +1861,6 @@ electron-to-chromium@^1.5.263:
   resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.5.286.tgz#142be1ab5e1cd5044954db0e5898f60a4960384e"
   integrity sha512-9tfDXhJ4RKFNerfjdCcZfufu49vg620741MNs26a9+bhLThdB+plgMeou98CAaHu/WATj2iHOOHTp1hWtABj2A==
 
-electron-to-chromium@^1.5.4:
-  version "1.5.12"
-  resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.5.12.tgz#ee31756eaa2e06f2aa606f170b7ad06dd402b4e4"
-  integrity sha512-tIhPkdlEoCL1Y+PToq3zRNehUaKp3wBX/sr7aclAWdIWjvqAe/Im/H0SiCM4c1Q8BLPHCdoJTol+ZblflydehA==
-
 emittery@^0.13.1:
   version "0.13.1"
   resolved "https://registry.yarnpkg.com/emittery/-/emittery-0.13.1.tgz#c04b8c3457490e0847ae51fced3af52d338e3dad"
@@ -2168,7 +2077,7 @@ es-to-primitive@^1.3.0:
     is-date-object "^1.0.5"
     is-symbol "^1.0.4"
 
-escalade@^3.1.1, escalade@^3.1.2:
+escalade@^3.1.1:
   version "3.1.2"
   resolved "https://registry.yarnpkg.com/escalade/-/escalade-3.1.2.tgz#54076e9ab29ea5bf3d8f1ed62acffbb88272df27"
   integrity sha512-ErCHMCae19vR8vQGe50xIsVomy19rg6gFu3+r3jkEO46suLMWBksvVyoGgQV+jOfl84ZSOSlmv6Gxa89PmTGmA==
@@ -2662,11 +2571,6 @@ glob@^7.1.4:
     once "^1.3.0"
     path-is-absolute "^1.0.0"
 
-globals@^11.1.0:
-  version "11.12.0"
-  resolved "https://registry.yarnpkg.com/globals/-/globals-11.12.0.tgz#ab8795338868a0babd8525758018c2a7eb95c42e"
-  integrity sha512-WOBp/EEGUiIsJSp7wcv/y6MO+lV9UoncWqxuFfm8eBwzWNgyfBd6Gz+IeKQ9jCmyhoH99g15M3T+QaVHFjizVA==
-
 globals@^14.0.0:
   version "14.0.0"
   resolved "https://registry.yarnpkg.com/globals/-/globals-14.0.0.tgz#898d7413c29babcf6bafe56fcadded858ada724e"
@@ -3646,11 +3550,6 @@ js-yaml@^4.1.1:
   dependencies:
     argparse "^2.0.1"
 
-jsesc@^2.5.1:
-  version "2.5.2"
-  resolved "https://registry.yarnpkg.com/jsesc/-/jsesc-2.5.2.tgz#80564d2e483dacf6e8ef209650a67df3f0c283a4"
-  integrity sha512-OYu7XEzjkCQ3C5Ps3QIZsQfNpqoJyZZA99wd9aWd05NCtC5pWOkShK2mkL6HXQR6/Cy2lbNdPlZBpuQHXE63gA==
-
 jsesc@^3.0.2:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/jsesc/-/jsesc-3.1.0.tgz#74d335a234f67ed19907fdadfac7ccf9d409825d"
@@ -3854,11 +3753,6 @@ node-int64@^0.4.0:
   resolved "https://registry.yarnpkg.com/node-int64/-/node-int64-0.4.0.tgz#87a9065cdb355d3182d8f94ce11188b825c68a3b"
   integrity sha512-O5lz91xSOeoXP6DulyHfllpq+Eg00MWitZIbtPfoSEvqIHdl5gfcY6hYzDWnj0qD5tz52PI08u9qUvSVeUBeHw==
 
-node-releases@^2.0.18:
-  version "2.0.18"
-  resolved "https://registry.yarnpkg.com/node-releases/-/node-releases-2.0.18.tgz#f010e8d35e2fe8d6b2944f03f70213ecedc4ca3f"
-  integrity sha512-d9VeXT4SJ7ZeOqGX6R5EM022wpL+eWPooLI+5UpWn2jCT1aosUQEhQP214x33Wkwx3JQMvIm+tIoVOdodFS40g==
-
 node-releases@^2.0.27:
   version "2.0.27"
   resolved "https://registry.yarnpkg.com/node-releases/-/node-releases-2.0.27.tgz#eedca519205cf20f650f61d56b070db111231e4e"
@@ -4100,7 +3994,7 @@ path-scurry@^1.11.1:
     lru-cache "^10.2.0"
     minipass "^5.0.0 || ^6.0.2 || ^7.0.0"
 
-picocolors@^1.0.0, picocolors@^1.0.1:
+picocolors@^1.0.0:
   version "1.0.1"
   resolved "https://registry.yarnpkg.com/picocolors/-/picocolors-1.0.1.tgz#a8ad579b571952f0e5d25892de5445bcfe25aaa1"
   integrity sha512-anP1Z8qwhkbmu7MFP5iTt+wQKXgwzf7zTyGlcdzabySa9vd0Xt392U0rVmz9poOaBj0uHJKyyo9/upk0HrEQew==
@@ -4856,14 +4750,6 @@ unrs-resolver@^1.7.11:
     "@unrs/resolver-binding-win32-ia32-msvc" "1.11.1"
     "@unrs/resolver-binding-win32-x64-msvc" "1.11.1"
 
-update-browserslist-db@^1.1.0:
-  version "1.1.0"
-  resolved "https://registry.yarnpkg.com/update-browserslist-db/-/update-browserslist-db-1.1.0.tgz#7ca61c0d8650766090728046e416a8cde682859e"
-  integrity sha512-EdRAaAyk2cUE1wOf2DkEhzxqOQvFOoRJFNS6NeyJ01Gp2beMRpBAINjM2iDXE3KCuKhwnvHIQCJm6ThL2Z+HzQ==
-  dependencies:
-    escalade "^3.1.2"
-    picocolors "^1.0.1"
-
 update-browserslist-db@^1.2.0:
   version "1.2.3"
   resolved "https://registry.yarnpkg.com/update-browserslist-db/-/update-browserslist-db-1.2.3.tgz#64d76db58713136acbeb4c49114366cc6cc2e80d"

libs/cli/js-monorepo-example/yarn.lock

@@ -1280,9 +1280,9 @@ js-tiktoken@^1.0.12:
     base64-js "^1.5.1"
 
 js-yaml@^4.1.1:
-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.1.1.tgz#854c292467705b699476e1a2decc0c8a3458806b"
-  integrity sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.2.0.tgz#2bd9e85682dd91bd469afb809d816043b3d49524"
+  integrity sha512-ePWsvanv0DWuDRsW8dnt+R4jQ31SCRCQ7hhNcPXZPsoBZiemuZNYGf7adZdqX2D86j6rvKp3RpCxVTSb8WQlOw==
   dependencies:
     argparse "^2.0.1"
 

libs/cli/langgraph_cli/deploy.py

@@ -366,6 +366,42 @@ def normalize_image_tag(value: str) -> str:
     return value
 
 
+def _validate_prebuilt_image(runner, image: str, *, verbose: bool) -> None:
+    """Ensure a prebuilt image exists locally for linux/amd64."""
+    try:
+        stdout, _ = runner.run(
+            subp_exec(
+                "docker",
+                "image",
+                "inspect",
+                "--format",
+                "{{.Os}}/{{.Architecture}}",
+                image,
+                verbose=verbose,
+                collect=True,
+            )
+        )
+    except FileNotFoundError:
+        raise click.ClickException(
+            "Docker is required but not installed.\n"
+            "Install Docker Desktop: https://docs.docker.com/get-docker/"
+        ) from None
+    except click.exceptions.Exit:
+        raise click.ClickException(
+            f"Docker image '{image}' was not found locally. Build or pull the image "
+            "before deploying with --image."
+        ) from None
+
+    image_platform = (stdout or "").strip()
+    if image_platform != "linux/amd64":
+        detected = image_platform or "unknown"
+        raise click.ClickException(
+            f"Docker image '{image}' targets {detected}, but LangSmith Deployment "
+            "requires linux/amd64. Rebuild or pull the image for linux/amd64 before "
+            "deploying with --image."
+        )
+
+
 def _extract_deployment_url(deployment: dict[str, object]) -> str:
     source_config = deployment.get("source_config")
     if isinstance(source_config, dict):
@@ -525,12 +561,18 @@ def _secrets_from_env(
 
 def _resolve_build_mode(
     remote_build_flag: bool | None,
+    *,
+    force_local: bool = False,
 ) -> tuple[bool, str | None]:
     """Determine whether to use a remote build.
 
     Returns (use_remote_build, local_build_error).  Raises UsageError when
-    --no-remote is set but the machine cannot build locally.
+    --no-remote is set but the machine cannot build locally. When
+    `force_local` is set, the function short-circuits and always selects a
+    local build.
     """
+    if force_local:
+        return False, None
     local_build_supported, local_build_error = can_build_locally()
 
     if remote_build_flag is True:
@@ -897,6 +939,7 @@ def _run_local_build(
     api_version: str | None,
     base_image: str | None,
     image_name: str | None,
+    prebuilt_image: str | None,
     name: str | None,
     tag: str,
     install_command: str | None,
@@ -910,51 +953,57 @@ def _run_local_build(
     # (e.g. Apple Silicon). On amd64 hosts, plain docker build is sufficient.
     needs_buildx = platform.machine() != "x86_64"
     local_tag = f"langgraph-deploy-tmp:{int(time.time())}"
+    image_to_push = prebuilt_image or local_tag
 
     with Runner() as runner:
-        # -- Step: Build image --
-        _log_deploy_step(step, "Building image")
-        if needs_buildx:
-            build_flags: list[str] = [
-                "--platform",
-                "linux/amd64",
-                "--load",
-            ]
-            if not verbose:
-                build_flags.append("--progress=quiet")
-            with Progress(message="Building...", elapsed=not verbose):
-                build_docker_image(
-                    runner,
-                    lambda _msg: None,
-                    config,
-                    config_json,
-                    base_image,
-                    api_version,
-                    pull,
-                    local_tag,
-                    docker_build_args,
-                    install_command,
-                    build_command,
-                    docker_command=("docker", "buildx", "build"),
-                    extra_flags=build_flags,
-                    verbose=verbose,
-                )
+        if prebuilt_image:
+            _log_deploy_step(step, f"Validating image {prebuilt_image}")
+            _validate_prebuilt_image(runner, prebuilt_image, verbose=verbose)
+            click.secho("   Image is available for linux/amd64", fg="green")
         else:
-            with Progress(message="Building...", elapsed=not verbose):
-                build_docker_image(
-                    runner,
-                    lambda _msg: None,
-                    config,
-                    config_json,
-                    base_image,
-                    api_version,
-                    pull,
-                    local_tag,
-                    docker_build_args,
-                    install_command,
-                    build_command,
-                    verbose=verbose,
-                )
+            # -- Step: Build image --
+            _log_deploy_step(step, "Building image")
+            if needs_buildx:
+                build_flags: list[str] = [
+                    "--platform",
+                    "linux/amd64",
+                    "--load",
+                ]
+                if not verbose:
+                    build_flags.append("--progress=quiet")
+                with Progress(message="Building...", elapsed=not verbose):
+                    build_docker_image(
+                        runner,
+                        lambda _msg: None,
+                        config,
+                        config_json,
+                        base_image,
+                        api_version,
+                        pull,
+                        local_tag,
+                        docker_build_args,
+                        install_command,
+                        build_command,
+                        docker_command=("docker", "buildx", "build"),
+                        extra_flags=build_flags,
+                        verbose=verbose,
+                    )
+            else:
+                with Progress(message="Building...", elapsed=not verbose):
+                    build_docker_image(
+                        runner,
+                        lambda _msg: None,
+                        config,
+                        config_json,
+                        base_image,
+                        api_version,
+                        pull,
+                        local_tag,
+                        docker_build_args,
+                        install_command,
+                        build_command,
+                        verbose=verbose,
+                    )
         step += 1
 
         # -- Step: Get push token and authenticate --
@@ -1023,7 +1072,7 @@ def _run_local_build(
                 subp_exec(
                     "docker",
                     "tag",
-                    local_tag,
+                    image_to_push,
                     remote_image,
                     verbose=verbose,
                 )
@@ -1423,6 +1472,13 @@ def _deploy_base_options(
                 show_default=True,
                 help="Tag to use for the pushed deployment image.",
             ),
+            click.option(
+                "--image",
+                help=(
+                    "Use an existing local image reference (e.g. repo:tag) and "
+                    "skip building. The image must target linux/amd64."
+                ),
+            ),
             click.option(
                 "--config",
                 "-c",
@@ -1523,6 +1579,7 @@ def _deploy_cmd(
     deployment_type: str,
     name: str | None,
     image_name: str | None,
+    image: str | None,
     tag: str,
     base_image: str | None,
     install_command: str | None,
@@ -1569,7 +1626,12 @@ def _deploy_cmd(
 
     secrets = _secrets_from_env(_env_without_deployment_name(env_vars))
 
-    use_remote_build, local_build_error = _resolve_build_mode(remote_build_flag)
+    if image and remote_build_flag is True:
+        raise click.UsageError("--image cannot be combined with --remote builds.")
+
+    use_remote_build, local_build_error = _resolve_build_mode(
+        remote_build_flag, force_local=image is not None
+    )
     if use_remote_build and remote_build_flag is None and local_build_error:
         em.note(f"{local_build_error}\nUsing remote build instead.")
         if not json_output:
@@ -1639,6 +1701,7 @@ def _deploy_cmd(
             api_version=api_version,
             base_image=base_image,
             image_name=image_name,
+            prebuilt_image=image,
             name=name,
             tag=tag,
             install_command=install_command,

libs/cli/tests/unit_tests/test_deploy_helpers.py

@@ -1,3 +1,4 @@
+import asyncio
 import base64
 import io
 import json
@@ -6,9 +7,11 @@ import sys
 from unittest.mock import MagicMock
 
 import click
+import click.exceptions
 import httpx
 import pytest
 
+import langgraph_cli.deploy as deploy_mod
 from langgraph_cli.deploy import (
     _call_host_backend_with_optional_tenant,
     _create_host_backend_client,
@@ -19,6 +22,7 @@ from langgraph_cli.deploy import (
     _resolve_env_path,
     _resolve_pushed_image_digest,
     _smith_dashboard_base_url,
+    _validate_prebuilt_image,
     normalize_image_tag,
     normalize_name,
 )
@@ -95,6 +99,65 @@ class TestNormalizeImageTag:
             normalize_image_tag("has space")
 
 
+class _FakeRunner:
+    def run(self, coro):
+        return asyncio.run(coro)
+
+
+class TestValidatePrebuiltImage:
+    def test_accepts_linux_amd64(self, monkeypatch):
+        calls = []
+
+        async def fake_subp_exec(*args, **kwargs):
+            calls.append((args, kwargs))
+            return "linux/amd64\n", None
+
+        monkeypatch.setattr(deploy_mod, "subp_exec", fake_subp_exec)
+
+        _validate_prebuilt_image(_FakeRunner(), "repo/app:tag", verbose=False)
+
+        assert calls == [
+            (
+                (
+                    "docker",
+                    "image",
+                    "inspect",
+                    "--format",
+                    "{{.Os}}/{{.Architecture}}",
+                    "repo/app:tag",
+                ),
+                {"verbose": False, "collect": True},
+            )
+        ]
+
+    def test_missing_docker_binary_raises_actionable_error(self, monkeypatch):
+        async def fake_subp_exec(*args, **kwargs):
+            raise FileNotFoundError("docker")
+
+        monkeypatch.setattr(deploy_mod, "subp_exec", fake_subp_exec)
+
+        with pytest.raises(click.ClickException, match="Docker is required"):
+            _validate_prebuilt_image(_FakeRunner(), "repo/app:tag", verbose=False)
+
+    def test_missing_image_raises_actionable_error(self, monkeypatch):
+        async def fake_subp_exec(*args, **kwargs):
+            raise click.exceptions.Exit(1)
+
+        monkeypatch.setattr(deploy_mod, "subp_exec", fake_subp_exec)
+
+        with pytest.raises(click.ClickException, match="not found locally"):
+            _validate_prebuilt_image(_FakeRunner(), "missing:tag", verbose=False)
+
+    def test_rejects_non_amd64_platform(self, monkeypatch):
+        async def fake_subp_exec(*args, **kwargs):
+            return "linux/arm64\n", None
+
+        monkeypatch.setattr(deploy_mod, "subp_exec", fake_subp_exec)
+
+        with pytest.raises(click.ClickException, match="requires linux/amd64"):
+            _validate_prebuilt_image(_FakeRunner(), "repo/app:arm", verbose=False)
+
+
 class TestParseEnvFromConfig:
     def test_env_dict(self, tmp_path):
         config_path = tmp_path / "langgraph.json"

libs/cli/uv.lock

@@ -414,62 +414,62 @@ wheels = [
 
 [[package]]
 name = "cryptography"
-version = "46.0.7"
+version = "48.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
     { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/47/93/ac8f3d5ff04d54bc814e961a43ae5b0b146154c89c61b47bb07557679b18/cryptography-46.0.7.tar.gz", hash = "sha256:e4cfd68c5f3e0bfdad0d38e023239b96a2fe84146481852dffbcca442c245aa5", size = 750652, upload-time = "2026-04-08T01:57:54.692Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/12/45/870e7f4bef50e5f53b9f51d4428aee5290eedf58ba443f16b1ebb7ab8e66/cryptography-48.0.1.tar.gz", hash = "sha256:266f4ee051abb2f725b74ef8072b521ce1feacf685a3364fa6a6b45548db791a", size = 832989, upload-time = "2026-06-09T22:32:31.8Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0b/5d/4a8f770695d73be252331e60e526291e3df0c9b27556a90a6b47bccca4c2/cryptography-46.0.7-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:ea42cbe97209df307fdc3b155f1b6fa2577c0defa8f1f7d3be7d31d189108ad4", size = 7179869, upload-time = "2026-04-08T01:56:17.157Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/45/6d80dc379b0bbc1f9d1e429f42e4cb9e1d319c7a8201beffd967c516ea01/cryptography-46.0.7-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b36a4695e29fe69215d75960b22577197aca3f7a25b9cf9d165dcfe9d80bc325", size = 4275492, upload-time = "2026-04-08T01:56:19.36Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/9a/1765afe9f572e239c3469f2cb429f3ba7b31878c893b246b4b2994ffe2fe/cryptography-46.0.7-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5ad9ef796328c5e3c4ceed237a183f5d41d21150f972455a9d926593a1dcb308", size = 4426670, upload-time = "2026-04-08T01:56:21.415Z" },
-    { url = "https://files.pythonhosted.org/packages/8f/3e/af9246aaf23cd4ee060699adab1e47ced3f5f7e7a8ffdd339f817b446462/cryptography-46.0.7-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:73510b83623e080a2c35c62c15298096e2a5dc8d51c3b4e1740211839d0dea77", size = 4280275, upload-time = "2026-04-08T01:56:23.539Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/54/6bbbfc5efe86f9d71041827b793c24811a017c6ac0fd12883e4caa86b8ed/cryptography-46.0.7-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:cbd5fb06b62bd0721e1170273d3f4d5a277044c47ca27ee257025146c34cbdd1", size = 4928402, upload-time = "2026-04-08T01:56:25.624Z" },
-    { url = "https://files.pythonhosted.org/packages/2d/cf/054b9d8220f81509939599c8bdbc0c408dbd2bdd41688616a20731371fe0/cryptography-46.0.7-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:420b1e4109cc95f0e5700eed79908cef9268265c773d3a66f7af1eef53d409ef", size = 4459985, upload-time = "2026-04-08T01:56:27.309Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/46/4e4e9c6040fb01c7467d47217d2f882daddeb8828f7df800cb806d8a2288/cryptography-46.0.7-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:24402210aa54baae71d99441d15bb5a1919c195398a87b563df84468160a65de", size = 3990652, upload-time = "2026-04-08T01:56:29.095Z" },
-    { url = "https://files.pythonhosted.org/packages/36/5f/313586c3be5a2fbe87e4c9a254207b860155a8e1f3cca99f9910008e7d08/cryptography-46.0.7-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:8a469028a86f12eb7d2fe97162d0634026d92a21f3ae0ac87ed1c4a447886c83", size = 4279805, upload-time = "2026-04-08T01:56:30.928Z" },
-    { url = "https://files.pythonhosted.org/packages/69/33/60dfc4595f334a2082749673386a4d05e4f0cf4df8248e63b2c3437585f2/cryptography-46.0.7-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:9694078c5d44c157ef3162e3bf3946510b857df5a3955458381d1c7cfc143ddb", size = 4892883, upload-time = "2026-04-08T01:56:32.614Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/0b/333ddab4270c4f5b972f980adef4faa66951a4aaf646ca067af597f15563/cryptography-46.0.7-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:42a1e5f98abb6391717978baf9f90dc28a743b7d9be7f0751a6f56a75d14065b", size = 4459756, upload-time = "2026-04-08T01:56:34.306Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/14/633913398b43b75f1234834170947957c6b623d1701ffc7a9600da907e89/cryptography-46.0.7-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:91bbcb08347344f810cbe49065914fe048949648f6bd5c2519f34619142bbe85", size = 4410244, upload-time = "2026-04-08T01:56:35.977Z" },
-    { url = "https://files.pythonhosted.org/packages/10/f2/19ceb3b3dc14009373432af0c13f46aa08e3ce334ec6eff13492e1812ccd/cryptography-46.0.7-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5d1c02a14ceb9148cc7816249f64f623fbfee39e8c03b3650d842ad3f34d637e", size = 4674868, upload-time = "2026-04-08T01:56:38.034Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/bb/a5c213c19ee94b15dfccc48f363738633a493812687f5567addbcbba9f6f/cryptography-46.0.7-cp311-abi3-win32.whl", hash = "sha256:d23c8ca48e44ee015cd0a54aeccdf9f09004eba9fc96f38c911011d9ff1bd457", size = 3026504, upload-time = "2026-04-08T01:56:39.666Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/02/7788f9fefa1d060ca68717c3901ae7fffa21ee087a90b7f23c7a603c32ae/cryptography-46.0.7-cp311-abi3-win_amd64.whl", hash = "sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b", size = 3488363, upload-time = "2026-04-08T01:56:41.893Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/56/15619b210e689c5403bb0540e4cb7dbf11a6bf42e483b7644e471a2812b3/cryptography-46.0.7-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:d151173275e1728cf7839aaa80c34fe550c04ddb27b34f48c232193df8db5842", size = 7119671, upload-time = "2026-04-08T01:56:44Z" },
-    { url = "https://files.pythonhosted.org/packages/74/66/e3ce040721b0b5599e175ba91ab08884c75928fbeb74597dd10ef13505d2/cryptography-46.0.7-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:db0f493b9181c7820c8134437eb8b0b4792085d37dbb24da050476ccb664e59c", size = 4268551, upload-time = "2026-04-08T01:56:46.071Z" },
-    { url = "https://files.pythonhosted.org/packages/03/11/5e395f961d6868269835dee1bafec6a1ac176505a167f68b7d8818431068/cryptography-46.0.7-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ebd6daf519b9f189f85c479427bbd6e9c9037862cf8fe89ee35503bd209ed902", size = 4408887, upload-time = "2026-04-08T01:56:47.718Z" },
-    { url = "https://files.pythonhosted.org/packages/40/53/8ed1cf4c3b9c8e611e7122fb56f1c32d09e1fff0f1d77e78d9ff7c82653e/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:b7b412817be92117ec5ed95f880defe9cf18a832e8cafacf0a22337dc1981b4d", size = 4271354, upload-time = "2026-04-08T01:56:49.312Z" },
-    { url = "https://files.pythonhosted.org/packages/50/46/cf71e26025c2e767c5609162c866a78e8a2915bbcfa408b7ca495c6140c4/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:fbfd0e5f273877695cb93baf14b185f4878128b250cc9f8e617ea0c025dfb022", size = 4905845, upload-time = "2026-04-08T01:56:50.916Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/ea/01276740375bac6249d0a971ebdf6b4dc9ead0ee0a34ef3b5a88c1a9b0d4/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:ffca7aa1d00cf7d6469b988c581598f2259e46215e0140af408966a24cf086ce", size = 4444641, upload-time = "2026-04-08T01:56:52.882Z" },
-    { url = "https://files.pythonhosted.org/packages/3d/4c/7d258f169ae71230f25d9f3d06caabcff8c3baf0978e2b7d65e0acac3827/cryptography-46.0.7-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:60627cf07e0d9274338521205899337c5d18249db56865f943cbe753aa96f40f", size = 3967749, upload-time = "2026-04-08T01:56:54.597Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/2a/2ea0767cad19e71b3530e4cad9605d0b5e338b6a1e72c37c9c1ceb86c333/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:80406c3065e2c55d7f49a9550fe0c49b3f12e5bfff5dedb727e319e1afb9bf99", size = 4270942, upload-time = "2026-04-08T01:56:56.416Z" },
-    { url = "https://files.pythonhosted.org/packages/41/3d/fe14df95a83319af25717677e956567a105bb6ab25641acaa093db79975d/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:c5b1ccd1239f48b7151a65bc6dd54bcfcc15e028c8ac126d3fada09db0e07ef1", size = 4871079, upload-time = "2026-04-08T01:56:58.31Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/59/4a479e0f36f8f378d397f4eab4c850b4ffb79a2f0d58704b8fa0703ddc11/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:d5f7520159cd9c2154eb61eb67548ca05c5774d39e9c2c4339fd793fe7d097b2", size = 4443999, upload-time = "2026-04-08T01:57:00.508Z" },
-    { url = "https://files.pythonhosted.org/packages/28/17/b59a741645822ec6d04732b43c5d35e4ef58be7bfa84a81e5ae6f05a1d33/cryptography-46.0.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:fcd8eac50d9138c1d7fc53a653ba60a2bee81a505f9f8850b6b2888555a45d0e", size = 4399191, upload-time = "2026-04-08T01:57:02.654Z" },
-    { url = "https://files.pythonhosted.org/packages/59/6a/bb2e166d6d0e0955f1e9ff70f10ec4b2824c9cfcdb4da772c7dd69cc7d80/cryptography-46.0.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:65814c60f8cc400c63131584e3e1fad01235edba2614b61fbfbfa954082db0ee", size = 4655782, upload-time = "2026-04-08T01:57:04.592Z" },
-    { url = "https://files.pythonhosted.org/packages/95/b6/3da51d48415bcb63b00dc17c2eff3a651b7c4fed484308d0f19b30e8cb2c/cryptography-46.0.7-cp314-cp314t-win32.whl", hash = "sha256:fdd1736fed309b4300346f88f74cd120c27c56852c3838cab416e7a166f67298", size = 3002227, upload-time = "2026-04-08T01:57:06.91Z" },
-    { url = "https://files.pythonhosted.org/packages/32/a8/9f0e4ed57ec9cebe506e58db11ae472972ecb0c659e4d52bbaee80ca340a/cryptography-46.0.7-cp314-cp314t-win_amd64.whl", hash = "sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb", size = 3475332, upload-time = "2026-04-08T01:57:08.807Z" },
-    { url = "https://files.pythonhosted.org/packages/a7/7f/cd42fc3614386bc0c12f0cb3c4ae1fc2bbca5c9662dfed031514911d513d/cryptography-46.0.7-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:462ad5cb1c148a22b2e3bcc5ad52504dff325d17daf5df8d88c17dda1f75f2a4", size = 7165618, upload-time = "2026-04-08T01:57:10.645Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/d0/36a49f0262d2319139d2829f773f1b97ef8aef7f97e6e5bd21455e5a8fb5/cryptography-46.0.7-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:84d4cced91f0f159a7ddacad249cc077e63195c36aac40b4150e7a57e84fffe7", size = 4270628, upload-time = "2026-04-08T01:57:12.885Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/6c/1a42450f464dda6ffbe578a911f773e54dd48c10f9895a23a7e88b3e7db5/cryptography-46.0.7-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:128c5edfe5e5938b86b03941e94fac9ee793a94452ad1365c9fc3f4f62216832", size = 4415405, upload-time = "2026-04-08T01:57:14.923Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/92/4ed714dbe93a066dc1f4b4581a464d2d7dbec9046f7c8b7016f5286329e2/cryptography-46.0.7-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:5e51be372b26ef4ba3de3c167cd3d1022934bc838ae9eaad7e644986d2a3d163", size = 4272715, upload-time = "2026-04-08T01:57:16.638Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/e6/a26b84096eddd51494bba19111f8fffe976f6a09f132706f8f1bf03f51f7/cryptography-46.0.7-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:cdf1a610ef82abb396451862739e3fc93b071c844399e15b90726ef7470eeaf2", size = 4918400, upload-time = "2026-04-08T01:57:19.021Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/08/ffd537b605568a148543ac3c2b239708ae0bd635064bab41359252ef88ed/cryptography-46.0.7-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:1d25aee46d0c6f1a501adcddb2d2fee4b979381346a78558ed13e50aa8a59067", size = 4450634, upload-time = "2026-04-08T01:57:21.185Z" },
-    { url = "https://files.pythonhosted.org/packages/16/01/0cd51dd86ab5b9befe0d031e276510491976c3a80e9f6e31810cce46c4ad/cryptography-46.0.7-cp38-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:cdfbe22376065ffcf8be74dc9a909f032df19bc58a699456a21712d6e5eabfd0", size = 3985233, upload-time = "2026-04-08T01:57:22.862Z" },
-    { url = "https://files.pythonhosted.org/packages/92/49/819d6ed3a7d9349c2939f81b500a738cb733ab62fbecdbc1e38e83d45e12/cryptography-46.0.7-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:abad9dac36cbf55de6eb49badd4016806b3165d396f64925bf2999bcb67837ba", size = 4271955, upload-time = "2026-04-08T01:57:24.814Z" },
-    { url = "https://files.pythonhosted.org/packages/80/07/ad9b3c56ebb95ed2473d46df0847357e01583f4c52a85754d1a55e29e4d0/cryptography-46.0.7-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:935ce7e3cfdb53e3536119a542b839bb94ec1ad081013e9ab9b7cfd478b05006", size = 4879888, upload-time = "2026-04-08T01:57:26.88Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/c7/201d3d58f30c4c2bdbe9b03844c291feb77c20511cc3586daf7edc12a47b/cryptography-46.0.7-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:35719dc79d4730d30f1c2b6474bd6acda36ae2dfae1e3c16f2051f215df33ce0", size = 4449961, upload-time = "2026-04-08T01:57:29.068Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/ef/649750cbf96f3033c3c976e112265c33906f8e462291a33d77f90356548c/cryptography-46.0.7-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:7bbc6ccf49d05ac8f7d7b5e2e2c33830d4fe2061def88210a126d130d7f71a85", size = 4401696, upload-time = "2026-04-08T01:57:31.029Z" },
-    { url = "https://files.pythonhosted.org/packages/41/52/a8908dcb1a389a459a29008c29966c1d552588d4ae6d43f3a1a4512e0ebe/cryptography-46.0.7-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a1529d614f44b863a7b480c6d000fe93b59acee9c82ffa027cfadc77521a9f5e", size = 4664256, upload-time = "2026-04-08T01:57:33.144Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/fa/f0ab06238e899cc3fb332623f337a7364f36f4bb3f2534c2bb95a35b132c/cryptography-46.0.7-cp38-abi3-win32.whl", hash = "sha256:f247c8c1a1fb45e12586afbb436ef21ff1e80670b2861a90353d9b025583d246", size = 3013001, upload-time = "2026-04-08T01:57:34.933Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/f1/00ce3bde3ca542d1acd8f8cfa38e446840945aa6363f9b74746394b14127/cryptography-46.0.7-cp38-abi3-win_amd64.whl", hash = "sha256:506c4ff91eff4f82bdac7633318a526b1d1309fc07ca76a3ad182cb5b686d6d3", size = 3472985, upload-time = "2026-04-08T01:57:36.714Z" },
-    { url = "https://files.pythonhosted.org/packages/63/0c/dca8abb64e7ca4f6b2978769f6fea5ad06686a190cec381f0a796fdcaaba/cryptography-46.0.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:fc9ab8856ae6cf7c9358430e49b368f3108f050031442eaeb6b9d87e4dcf4e4f", size = 3476879, upload-time = "2026-04-08T01:57:38.664Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/ea/075aac6a84b7c271578d81a2f9968acb6e273002408729f2ddff517fed4a/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d3b99c535a9de0adced13d159c5a9cf65c325601aa30f4be08afd680643e9c15", size = 4219700, upload-time = "2026-04-08T01:57:40.625Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/7b/1c55db7242b5e5612b29fc7a630e91ee7a6e3c8e7bf5406d22e206875fbd/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:d02c738dacda7dc2a74d1b2b3177042009d5cab7c7079db74afc19e56ca1b455", size = 4385982, upload-time = "2026-04-08T01:57:42.725Z" },
-    { url = "https://files.pythonhosted.org/packages/cb/da/9870eec4b69c63ef5925bf7d8342b7e13bc2ee3d47791461c4e49ca212f4/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:04959522f938493042d595a736e7dbdff6eb6cc2339c11465b3ff89343b65f65", size = 4219115, upload-time = "2026-04-08T01:57:44.939Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/72/05aa5832b82dd341969e9a734d1812a6aadb088d9eb6f0430fc337cc5a8f/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:3986ac1dee6def53797289999eabe84798ad7817f3e97779b5061a95b0ee4968", size = 4385479, upload-time = "2026-04-08T01:57:46.86Z" },
-    { url = "https://files.pythonhosted.org/packages/20/2a/1b016902351a523aa2bd446b50a5bc1175d7a7d1cf90fe2ef904f9b84ebc/cryptography-46.0.7-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:258514877e15963bd43b558917bc9f54cf7cf866c38aa576ebf47a77ddbc43a4", size = 3412829, upload-time = "2026-04-08T01:57:48.874Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/bc/ee4137cbbe105652c0ee4252792b78fc8e7afa4b8e61d9d5dc05a7f45731/cryptography-48.0.1-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1", size = 8008324, upload-time = "2026-06-09T22:31:00.702Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/85/6379d42181bfc713094f081360fc5784d6c816b599d45e7f082502d173ce/cryptography-48.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225", size = 4696243, upload-time = "2026-06-09T22:32:33.446Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/87/c85d147b53323c7eb4d850920c8901377323c2a0ff8d79c262d4fee89aa2/cryptography-48.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691", size = 4713235, upload-time = "2026-06-09T22:31:40.141Z" },
+    { url = "https://files.pythonhosted.org/packages/79/58/67cbf8cf1ee7c54b439ca07bbecf8362c07afc11a3724fea70f745784add/cryptography-48.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242", size = 4702323, upload-time = "2026-06-09T22:31:42.191Z" },
+    { url = "https://files.pythonhosted.org/packages/89/c6/24266ac10c47f6cd2a865f4446062b466da1d1f10b27189eac00e61bf0c9/cryptography-48.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08", size = 5300085, upload-time = "2026-06-09T22:31:58.703Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/bb/cc4b78784f97efc8c5874c2a9743708d172be6663024b34a0467885ae0c8/cryptography-48.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6", size = 4746137, upload-time = "2026-06-09T22:31:31.01Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/52/0c44de3f5267f8fbe8e835138017522a333436166e406f0db9b9e6e3033f/cryptography-48.0.1-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:bd81490cd5801d755cf97bb68ac191f14b708470b1c7cf4580f669b9c9264cd8", size = 4333867, upload-time = "2026-06-09T22:32:28.096Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/2e/772d7adbfa931537bc401640b7cac9976bff689bda187833e5d63b428e49/cryptography-48.0.1-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:66fd0771e7b9c6dcd44cf1120690d2338d16d72795cf40cae2786a39eba65429", size = 4701805, upload-time = "2026-06-09T22:31:38.284Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/a3/b06844f303873493c963caf581c04df31c7035e0c1b0f02c4814d319ec80/cryptography-48.0.1-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:3fd2ca57062b241c856670b073487d2e86c4637937ca5601e48f97bf8e11fc8f", size = 5258461, upload-time = "2026-06-09T22:31:04.187Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/13/8b765e2e12b07c74941caadb9d1c8fdc006c4dfbf2b8f2d610519758954d/cryptography-48.0.1-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:0ee6ea481db1ab889cba043ec1eda17bb9c1ea79db6722f779c3667f9f70322f", size = 4745488, upload-time = "2026-06-09T22:32:30.07Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/aa/48972bce55049b32a94f4907eda4d75fa385aad8a39506cc2fc72196ecf0/cryptography-48.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f2ceef93cb096aa3c4cc4b5c94ca6131f9196d28c64d6111533402a9b2054d41", size = 4830256, upload-time = "2026-06-09T22:31:43.868Z" },
+    { url = "https://files.pythonhosted.org/packages/47/a2/e5079a032fb85cf6005046ca92bbd78b0c82dad2b5751ab8c311659da06f/cryptography-48.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9bd3f92d76217892b15df84ca256c2c113d386fdda7a7d8691aeeced976507c6", size = 4979117, upload-time = "2026-06-09T22:31:05.845Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/a0/8f50cae9c74e718ed769d63ed5c74bd0ea830c9550a74629cebd1b9c7bc7/cryptography-48.0.1-cp311-abi3-win32.whl", hash = "sha256:b9a32b876490d66c8bcc9963ef220199569748434ab01a9d6aaeabf88e7f5158", size = 3304154, upload-time = "2026-06-09T22:32:16.845Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/69/0572c77dbace6fef72f33755bd52ea399c71367250d366237f8691826b9e/cryptography-48.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:39489bfca54c7a1f6b297efcd8bc608ab92d16c4ca631b0cad4da46724588b24", size = 3817138, upload-time = "2026-06-09T22:32:00.388Z" },
+    { url = "https://files.pythonhosted.org/packages/42/06/3e768b4c3bc78201583fa35a0e18f640dd782ff41afba88f8545481a8874/cryptography-48.0.1-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:f817adc181390bd54f2f700107a7419040fb7c1bdf2fc26f36551a06a68c3345", size = 7989830, upload-time = "2026-06-09T22:31:07.8Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/13/6476736484b94041110c8340a3eb63962fea4975baea8cb4a512adb44d4d/cryptography-48.0.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d5d30989c6917b478b5817902e85fddaea2261efa8648383d965381ccb9e1ac4", size = 4689201, upload-time = "2026-06-09T22:31:09.745Z" },
+    { url = "https://files.pythonhosted.org/packages/79/62/65a87f34d2a431546e2509b85d55e8c90df86d668f6731da64d538512ac2/cryptography-48.0.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:df637c05205ea7c1d7fbcbe54bbfea648a52951155f997af13d895d0ecc96991", size = 4702822, upload-time = "2026-06-09T22:32:24.409Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/59/810b5204b0a9b10f4b6bc06bd551a8b609803cd931806bc3b71884b225e5/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:869c3b8a53bfe27147832df48b32adadf558249d50e76cb3769d40e986b13265", size = 4694875, upload-time = "2026-06-09T22:32:08.737Z" },
+    { url = "https://files.pythonhosted.org/packages/24/dc/d8ca05ffea724eec6d232ea6f18e74c269eb6bdfdcc9bfba689790d1325f/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:e361afba8918070d376df76f408a4f67fec0ee9cff81a99e48fe9a233ef59e17", size = 5290385, upload-time = "2026-06-09T22:31:15.212Z" },
+    { url = "https://files.pythonhosted.org/packages/03/8c/3be6cb4da181f5bb6c19cf560c2359d60644a6b5fc5b57854e528f47b296/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:d069066deead00ac7f090be101be875a06855908f7ec004c27b8fefb4acfb411", size = 4737082, upload-time = "2026-06-09T22:32:22.66Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/f6/d5f60a5a1434dbfd949e227fd0065d194c7e6b6ac526b17f5c06152b8231/cryptography-48.0.1-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:09f73a725d582cef64b91281a322cd798d14a33b2b6f2b7ad9531dc336d84c02", size = 4325328, upload-time = "2026-06-09T22:32:10.777Z" },
+    { url = "https://files.pythonhosted.org/packages/17/b7/ba75dd947a14b6ad907b01ae8f6b5b348cdd1b48142f0063dee9e20c1d9d/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:15254441469dd6bf027039453288e2072124f8b6603563f5d759e1c9b69273fa", size = 4694530, upload-time = "2026-06-09T22:31:53.105Z" },
+    { url = "https://files.pythonhosted.org/packages/62/29/50d6b9e8aff12d8b67afaeb3569335e32dc83a5723e3bbded24fdac9f809/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:8ace4507d1e6533c125f4fac754f8bb8b6a74c08e92179dabd7e16571a3efbf3", size = 5245046, upload-time = "2026-06-09T22:31:25.774Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/04/618f4115cfc0add0838c82507aa18a346089428da8653ad38b3ff36f5cb3/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:b4e391975f038e66432328639620a4aff2d307513b004f1ca06d6225bced815c", size = 4736660, upload-time = "2026-06-09T22:32:12.676Z" },
+    { url = "https://files.pythonhosted.org/packages/24/9c/06e062462a0de28a3b3911322eded4c16deb9f441b1b7575d3dc59488ab5/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42fcd8e26fe555d9b3577a135f5091fefa0aa4e99129c23fb56787a1bd4ada72", size = 4822229, upload-time = "2026-06-09T22:31:17.062Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/be/0561971eaaee4b8a0e7d5113c536921063ab91aaf23278ac374eaf881e11/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c1400da5e32a43253392277eac7490a60e497d810a63dd5608d71bbd7af507c9", size = 4966364, upload-time = "2026-06-09T22:31:32.842Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/27/728c77876f12b000820b69ae490f3c4083775e79e07827e9e60be07ad209/cryptography-48.0.1-cp314-cp314t-win32.whl", hash = "sha256:0df56b056bc17c1b7d6821dfa65216e62bd232d8ab05eb3db44e71d235651471", size = 3278498, upload-time = "2026-06-09T22:31:29.154Z" },
+    { url = "https://files.pythonhosted.org/packages/06/e3/79a612c6d7b1e6ee0edd43633d53035bec2cfb78c82b76f7864f39e36f34/cryptography-48.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:9de21387aa95e2a895823d0745b430bed4f33503ba9ab5e0b5311f33e37d66d2", size = 3798790, upload-time = "2026-06-09T22:31:56.697Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/6c/00fa2a95997164c8b2072ce327c23d4ab20809ccc323ea5fab91e53a4bba/cryptography-48.0.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:4fdc69f8e4316bcf0c8c8ec1f26f285d12e8142d88d96c876a59a03be3f6ae67", size = 7987408, upload-time = "2026-06-09T22:32:20.777Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/d9/45f309a7e4e5f3f8f121d6d3be9e94024a7726ec598d6e08ae04edb2f04d/cryptography-48.0.1-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:48fe40804d4caa2288f24e70ca8c64c42dd826da0ad7e4f1b41b2128d679e6c8", size = 4690196, upload-time = "2026-06-09T22:31:54.74Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/9f/a1bc8bcc798811b8527eb374bbccf30a3f3e806829d967118222bf1125eb/cryptography-48.0.1-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:86be3b1b0b6bf09482fb50a979c508d2950ed95f5621ec77f4e385962006b83a", size = 4696782, upload-time = "2026-06-09T22:31:45.615Z" },
+    { url = "https://files.pythonhosted.org/packages/66/c2/81a4fb4e4373c500bb526bc337ac5719dd31dd15b970b84a238168c6aa08/cryptography-48.0.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:4ab0a343c807bbcd90c971cd1ecf072937cd01847a9e002bef88fb47ac6be577", size = 4696618, upload-time = "2026-06-09T22:31:11.564Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/0b/aa68b221dde92d09cb29a024ede17550ee21e77a404e59fc093c82bb51e1/cryptography-48.0.1-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:9621de99d2da096006b629979efd8ae7eb2d8b822488d0c89ee4000c306c59b1", size = 5289970, upload-time = "2026-06-09T22:31:20.368Z" },
+    { url = "https://files.pythonhosted.org/packages/78/13/fba657f958d2af66ea959a4ba01212632089249d34af1ae48054136344d7/cryptography-48.0.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:88c852a0ae366e262e5a1744b685e6a433dc8788dd2a277e418bf4904203609d", size = 4731873, upload-time = "2026-06-09T22:31:22.253Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/4c/9a964756d24a26b3e34dfcb16f961b89838786e6700b635b0d1e3adff4b6/cryptography-48.0.1-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:43c5835e2cb98c8733d86f57d6fc879b613f5c3478607281c3e36daffc6dd8a6", size = 4330804, upload-time = "2026-06-09T22:31:36.56Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/0f/a10f3a6eb12950a10e3a874070283aa2dd5875b2bfd15fad8a3e17b3f13e/cryptography-48.0.1-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:fe0180af5bf9236518a087e35bf2d9a347d5f5f51e63c579d683ddff424e3d46", size = 4696217, upload-time = "2026-06-09T22:31:13.351Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/6f/5cd12f951165ea73ef85266775d97e4c763b2474ccfd816dd69d3a18d6f8/cryptography-48.0.1-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:b7a2d1a937a738a881737cec135a38bb61470589b17515b9f73f571d0ae10401", size = 5245252, upload-time = "2026-06-09T22:32:02.193Z" },
+    { url = "https://files.pythonhosted.org/packages/68/ab/8aaa12e4516ec4464033ab79b6f3b592bd5a92102467c4ace8a0d970203f/cryptography-48.0.1-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:b74ca3b8e5ecdd833bf6a002ca41b4793bb27fb8f1c06ffaf2643c9e9140e31b", size = 4731388, upload-time = "2026-06-09T22:32:04.019Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/24/50027ea4dca85ec1f40688f3c24fb32ccacd520583c9592c3cc95628e6fb/cryptography-48.0.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2c37f2461406063b417837f5f3daab668652acd82423efcd7f0a9f04be972de1", size = 4824186, upload-time = "2026-06-09T22:32:18.707Z" },
+    { url = "https://files.pythonhosted.org/packages/52/41/04cb5eb17085ade6f50cc611fb657df6a0f5885350de8764ece89c050197/cryptography-48.0.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:86fe77abb1bd87afb251d4d02ada7ecf53a32cee9b67d976abb2e45a13297475", size = 4964539, upload-time = "2026-06-09T22:31:18.793Z" },
+    { url = "https://files.pythonhosted.org/packages/36/bf/ed70785c496e89d7e73b7cda2d21f2447fd6d4e821714b8d04ff217fed92/cryptography-48.0.1-cp39-abi3-win32.whl", hash = "sha256:6b2c0c3e6ccf3ade7750f836ef3ee36eea250cc467d45c256895573ac08cc6f1", size = 3282307, upload-time = "2026-06-09T22:30:53.162Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/ff/371ea7d252656ee1eb6d83eeeef3d1d0c6baf1d6497687d081ea03814670/cryptography-48.0.1-cp39-abi3-win_amd64.whl", hash = "sha256:9a49ca6c81417f6a5edb50375a60cccdd70fa0a91a5211829dbea74eba94d2ac", size = 3793408, upload-time = "2026-06-09T22:32:15.191Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/d3/eb4e394e587341fdad09a09101fa76478ead3a78b0ad63e55c22f0d75c02/cryptography-48.0.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:08a597acce1ff37f347400087776599e2348a3a8bc53b44120e463cd274efe4a", size = 3951747, upload-time = "2026-06-09T22:31:23.871Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/4a/3f43451b4f858bfceaaaffc649e6e787e8d4fb332a1d443af39ab02cc8f1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:735824ec41b7f74a7c45fb1591349333e4c696cb6c044e5f46356e560143e4cd", size = 4641226, upload-time = "2026-06-09T22:31:02.532Z" },
+    { url = "https://files.pythonhosted.org/packages/73/4e/855584c2c23b09e4ce2d3b9c30e983e679cd60b068c513c6bbdb91e11782/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:92a46e1d638daa264ba2971c0b0489c9409787943efae4d60ffda3d091ef832c", size = 4668958, upload-time = "2026-06-09T22:32:06.213Z" },
+    { url = "https://files.pythonhosted.org/packages/42/3b/d35750e41d803d1e516fd6d6011f065424924da7af1748cef4cc9cb3ede1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:7e234ac052af99f2700826a5c29ea99d9c1b1f80341cde62d11c8154dc8e0bd9", size = 4640793, upload-time = "2026-06-09T22:32:26.331Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/aa/cdb7181fe865285e87e96825aaab239400f1de0c3bfba9bd9769b79f1a92/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:33842cf0888951cef5bc7ac724ab844a42044c1727b967b7f8997289a0464f92", size = 4668505, upload-time = "2026-06-09T22:31:27.534Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/8c/ce3823c06c2804f194f9e64f0d67fa3f4094a39f2bb1a990cd03603af8fc/cryptography-48.0.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6184ca7b174f28d7c703f1290d4b297217c45355f77a98f67e9b7f14549ac54a", size = 3742204, upload-time = "2026-06-09T22:31:34.773Z" },
 ]
 
 [[package]]
@@ -528,139 +528,139 @@ wheels = [
 
 [[package]]
 name = "grpcio"
-version = "1.78.0"
+version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/06/8a/3d098f35c143a89520e568e6539cc098fcd294495910e359889ce8741c84/grpcio-1.78.0.tar.gz", hash = "sha256:7382b95189546f375c174f53a5fa873cef91c4b8005faa05cc5b3beea9c4f1c5", size = 12852416, upload-time = "2026-02-06T09:57:18.093Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b7/48/af6173dbca4454f4637a4678b67f52ca7e0c1ed7d5894d89d434fecede05/grpcio-1.80.0.tar.gz", hash = "sha256:29aca15edd0688c22ba01d7cc01cb000d72b2033f4a3c72a81a19b56fd143257", size = 12978905, upload-time = "2026-03-30T08:49:10.502Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5a/a8/690a085b4d1fe066130de97a87de32c45062cf2ecd218df9675add895550/grpcio-1.78.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:7cc47943d524ee0096f973e1081cb8f4f17a4615f2116882a5f1416e4cfe92b5", size = 5946986, upload-time = "2026-02-06T09:54:34.043Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/1b/e5213c5c0ced9d2d92778d30529ad5bb2dcfb6c48c4e2d01b1f302d33d64/grpcio-1.78.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:c3f293fdc675ccba4db5a561048cca627b5e7bd1c8a6973ffedabe7d116e22e2", size = 11816533, upload-time = "2026-02-06T09:54:37.04Z" },
-    { url = "https://files.pythonhosted.org/packages/18/37/1ba32dccf0a324cc5ace744c44331e300b000a924bf14840f948c559ede7/grpcio-1.78.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:10a9a644b5dd5aec3b82b5b0b90d41c0fa94c85ef42cb42cf78a23291ddb5e7d", size = 6519964, upload-time = "2026-02-06T09:54:40.268Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/f5/c0e178721b818072f2e8b6fde13faaba942406c634009caf065121ce246b/grpcio-1.78.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:4c5533d03a6cbd7f56acfc9cfb44ea64f63d29091e40e44010d34178d392d7eb", size = 7198058, upload-time = "2026-02-06T09:54:42.389Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/b2/40d43c91ae9cd667edc960135f9f08e58faa1576dc95af29f66ec912985f/grpcio-1.78.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ff870aebe9a93a85283837801d35cd5f8814fe2ad01e606861a7fb47c762a2b7", size = 6727212, upload-time = "2026-02-06T09:54:44.91Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/88/9da42eed498f0efcfcd9156e48ae63c0cde3bea398a16c99fb5198c885b6/grpcio-1.78.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:391e93548644e6b2726f1bb84ed60048d4bcc424ce5e4af0843d28ca0b754fec", size = 7300845, upload-time = "2026-02-06T09:54:47.562Z" },
-    { url = "https://files.pythonhosted.org/packages/23/3f/1c66b7b1b19a8828890e37868411a6e6925df5a9030bfa87ab318f34095d/grpcio-1.78.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:df2c8f3141f7cbd112a6ebbd760290b5849cda01884554f7c67acc14e7b1758a", size = 8284605, upload-time = "2026-02-06T09:54:50.475Z" },
-    { url = "https://files.pythonhosted.org/packages/94/c4/ca1bd87394f7b033e88525384b4d1e269e8424ab441ea2fba1a0c5b50986/grpcio-1.78.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:bd8cb8026e5f5b50498a3c4f196f57f9db344dad829ffae16b82e4fdbaea2813", size = 7726672, upload-time = "2026-02-06T09:54:53.11Z" },
-    { url = "https://files.pythonhosted.org/packages/41/09/f16e487d4cc65ccaf670f6ebdd1a17566b965c74fc3d93999d3b2821e052/grpcio-1.78.0-cp310-cp310-win32.whl", hash = "sha256:f8dff3d9777e5d2703a962ee5c286c239bf0ba173877cc68dc02c17d042e29de", size = 4076715, upload-time = "2026-02-06T09:54:55.549Z" },
-    { url = "https://files.pythonhosted.org/packages/2a/32/4ce60d94e242725fd3bcc5673c04502c82a8e87b21ea411a63992dc39f8f/grpcio-1.78.0-cp310-cp310-win_amd64.whl", hash = "sha256:94f95cf5d532d0e717eed4fc1810e8e6eded04621342ec54c89a7c2f14b581bf", size = 4799157, upload-time = "2026-02-06T09:54:59.838Z" },
-    { url = "https://files.pythonhosted.org/packages/86/c7/d0b780a29b0837bf4ca9580904dfb275c1fc321ded7897d620af7047ec57/grpcio-1.78.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:2777b783f6c13b92bd7b716667452c329eefd646bfb3f2e9dabea2e05dbd34f6", size = 5951525, upload-time = "2026-02-06T09:55:01.989Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/b1/96920bf2ee61df85a9503cb6f733fe711c0ff321a5a697d791b075673281/grpcio-1.78.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:9dca934f24c732750389ce49d638069c3892ad065df86cb465b3fa3012b70c9e", size = 11830418, upload-time = "2026-02-06T09:55:04.462Z" },
-    { url = "https://files.pythonhosted.org/packages/83/0c/7c1528f098aeb75a97de2bae18c530f56959fb7ad6c882db45d9884d6edc/grpcio-1.78.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:459ab414b35f4496138d0ecd735fed26f1318af5e52cb1efbc82a09f0d5aa911", size = 6524477, upload-time = "2026-02-06T09:55:07.111Z" },
-    { url = "https://files.pythonhosted.org/packages/8d/52/e7c1f3688f949058e19a011c4e0dec973da3d0ae5e033909677f967ae1f4/grpcio-1.78.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:082653eecbdf290e6e3e2c276ab2c54b9e7c299e07f4221872380312d8cf395e", size = 7198266, upload-time = "2026-02-06T09:55:10.016Z" },
-    { url = "https://files.pythonhosted.org/packages/e5/61/8ac32517c1e856677282c34f2e7812d6c328fa02b8f4067ab80e77fdc9c9/grpcio-1.78.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:85f93781028ec63f383f6bc90db785a016319c561cc11151fbb7b34e0d012303", size = 6730552, upload-time = "2026-02-06T09:55:12.207Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/98/b8ee0158199250220734f620b12e4a345955ac7329cfd908d0bf0fda77f0/grpcio-1.78.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:f12857d24d98441af6a1d5c87442d624411db486f7ba12550b07788f74b67b04", size = 7304296, upload-time = "2026-02-06T09:55:15.044Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/0f/7b72762e0d8840b58032a56fdbd02b78fc645b9fa993d71abf04edbc54f4/grpcio-1.78.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:5397fff416b79e4b284959642a4e95ac4b0f1ece82c9993658e0e477d40551ec", size = 8288298, upload-time = "2026-02-06T09:55:17.276Z" },
-    { url = "https://files.pythonhosted.org/packages/24/ae/ae4ce56bc5bb5caa3a486d60f5f6083ac3469228faa734362487176c15c5/grpcio-1.78.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:fbe6e89c7ffb48518384068321621b2a69cab509f58e40e4399fdd378fa6d074", size = 7730953, upload-time = "2026-02-06T09:55:19.545Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/6e/8052e3a28eb6a820c372b2eb4b5e32d195c661e137d3eca94d534a4cfd8a/grpcio-1.78.0-cp311-cp311-win32.whl", hash = "sha256:6092beabe1966a3229f599d7088b38dfc8ffa1608b5b5cdda31e591e6500f856", size = 4076503, upload-time = "2026-02-06T09:55:21.521Z" },
-    { url = "https://files.pythonhosted.org/packages/08/62/f22c98c5265dfad327251fa2f840b591b1df5f5e15d88b19c18c86965b27/grpcio-1.78.0-cp311-cp311-win_amd64.whl", hash = "sha256:1afa62af6e23f88629f2b29ec9e52ec7c65a7176c1e0a83292b93c76ca882558", size = 4799767, upload-time = "2026-02-06T09:55:24.107Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/f4/7384ed0178203d6074446b3c4f46c90a22ddf7ae0b3aee521627f54cfc2a/grpcio-1.78.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:f9ab915a267fc47c7e88c387a3a28325b58c898e23d4995f765728f4e3dedb97", size = 5913985, upload-time = "2026-02-06T09:55:26.832Z" },
-    { url = "https://files.pythonhosted.org/packages/81/ed/be1caa25f06594463f685b3790b320f18aea49b33166f4141bfdc2bfb236/grpcio-1.78.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:3f8904a8165ab21e07e58bf3e30a73f4dffc7a1e0dbc32d51c61b5360d26f43e", size = 11811853, upload-time = "2026-02-06T09:55:29.224Z" },
-    { url = "https://files.pythonhosted.org/packages/24/a7/f06d151afc4e64b7e3cc3e872d331d011c279aaab02831e40a81c691fb65/grpcio-1.78.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:859b13906ce098c0b493af92142ad051bf64c7870fa58a123911c88606714996", size = 6475766, upload-time = "2026-02-06T09:55:31.825Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/a8/4482922da832ec0082d0f2cc3a10976d84a7424707f25780b82814aafc0a/grpcio-1.78.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b2342d87af32790f934a79c3112641e7b27d63c261b8b4395350dad43eff1dc7", size = 7170027, upload-time = "2026-02-06T09:55:34.7Z" },
-    { url = "https://files.pythonhosted.org/packages/54/bf/f4a3b9693e35d25b24b0b39fa46d7d8a3c439e0a3036c3451764678fec20/grpcio-1.78.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:12a771591ae40bc65ba67048fa52ef4f0e6db8279e595fd349f9dfddeef571f9", size = 6690766, upload-time = "2026-02-06T09:55:36.902Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/b9/521875265cc99fe5ad4c5a17010018085cae2810a928bf15ebe7d8bcd9cc/grpcio-1.78.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:185dea0d5260cbb2d224c507bf2a5444d5abbb1fa3594c1ed7e4c709d5eb8383", size = 7266161, upload-time = "2026-02-06T09:55:39.824Z" },
-    { url = "https://files.pythonhosted.org/packages/05/86/296a82844fd40a4ad4a95f100b55044b4f817dece732bf686aea1a284147/grpcio-1.78.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:51b13f9aed9d59ee389ad666b8c2214cc87b5de258fa712f9ab05f922e3896c6", size = 8253303, upload-time = "2026-02-06T09:55:42.353Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/e4/ea3c0caf5468537f27ad5aab92b681ed7cc0ef5f8c9196d3fd42c8c2286b/grpcio-1.78.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:fd5f135b1bd58ab088930b3c613455796dfa0393626a6972663ccdda5b4ac6ce", size = 7698222, upload-time = "2026-02-06T09:55:44.629Z" },
-    { url = "https://files.pythonhosted.org/packages/d7/47/7f05f81e4bb6b831e93271fb12fd52ba7b319b5402cbc101d588f435df00/grpcio-1.78.0-cp312-cp312-win32.whl", hash = "sha256:94309f498bcc07e5a7d16089ab984d42ad96af1d94b5a4eb966a266d9fcabf68", size = 4066123, upload-time = "2026-02-06T09:55:47.644Z" },
-    { url = "https://files.pythonhosted.org/packages/ad/e7/d6914822c88aa2974dbbd10903d801a28a19ce9cd8bad7e694cbbcf61528/grpcio-1.78.0-cp312-cp312-win_amd64.whl", hash = "sha256:9566fe4ababbb2610c39190791e5b829869351d14369603702e890ef3ad2d06e", size = 4797657, upload-time = "2026-02-06T09:55:49.86Z" },
-    { url = "https://files.pythonhosted.org/packages/05/a9/8f75894993895f361ed8636cd9237f4ab39ef87fd30db17467235ed1c045/grpcio-1.78.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:ce3a90455492bf8bfa38e56fbbe1dbd4f872a3d8eeaf7337dc3b1c8aa28c271b", size = 5920143, upload-time = "2026-02-06T09:55:52.035Z" },
-    { url = "https://files.pythonhosted.org/packages/55/06/0b78408e938ac424100100fd081189451b472236e8a3a1f6500390dc4954/grpcio-1.78.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:2bf5e2e163b356978b23652c4818ce4759d40f4712ee9ec5a83c4be6f8c23a3a", size = 11803926, upload-time = "2026-02-06T09:55:55.494Z" },
-    { url = "https://files.pythonhosted.org/packages/88/93/b59fe7832ff6ae3c78b813ea43dac60e295fa03606d14d89d2e0ec29f4f3/grpcio-1.78.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8f2ac84905d12918e4e55a16da17939eb63e433dc11b677267c35568aa63fc84", size = 6478628, upload-time = "2026-02-06T09:55:58.533Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/df/e67e3734527f9926b7d9c0dde6cd998d1d26850c3ed8eeec81297967ac67/grpcio-1.78.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b58f37edab4a3881bc6c9bca52670610e0c9ca14e2ea3cf9debf185b870457fb", size = 7173574, upload-time = "2026-02-06T09:56:01.786Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/62/cc03fffb07bfba982a9ec097b164e8835546980aec25ecfa5f9c1a47e022/grpcio-1.78.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:735e38e176a88ce41840c21bb49098ab66177c64c82426e24e0082500cc68af5", size = 6692639, upload-time = "2026-02-06T09:56:04.529Z" },
-    { url = "https://files.pythonhosted.org/packages/bf/9a/289c32e301b85bdb67d7ec68b752155e674ee3ba2173a1858f118e399ef3/grpcio-1.78.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2045397e63a7a0ee7957c25f7dbb36ddc110e0cfb418403d110c0a7a68a844e9", size = 7268838, upload-time = "2026-02-06T09:56:08.397Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/79/1be93f32add280461fa4773880196572563e9c8510861ac2da0ea0f892b6/grpcio-1.78.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:a9f136fbafe7ccf4ac7e8e0c28b31066e810be52d6e344ef954a3a70234e1702", size = 8251878, upload-time = "2026-02-06T09:56:10.914Z" },
-    { url = "https://files.pythonhosted.org/packages/65/65/793f8e95296ab92e4164593674ae6291b204bb5f67f9d4a711489cd30ffa/grpcio-1.78.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:748b6138585379c737adc08aeffd21222abbda1a86a0dca2a39682feb9196c20", size = 7695412, upload-time = "2026-02-06T09:56:13.593Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/9f/1e233fe697ecc82845942c2822ed06bb522e70d6771c28d5528e4c50f6a4/grpcio-1.78.0-cp313-cp313-win32.whl", hash = "sha256:271c73e6e5676afe4fc52907686670c7cea22ab2310b76a59b678403ed40d670", size = 4064899, upload-time = "2026-02-06T09:56:15.601Z" },
-    { url = "https://files.pythonhosted.org/packages/4d/27/d86b89e36de8a951501fb06a0f38df19853210f341d0b28f83f4aa0ffa08/grpcio-1.78.0-cp313-cp313-win_amd64.whl", hash = "sha256:f2d4e43ee362adfc05994ed479334d5a451ab7bc3f3fee1b796b8ca66895acb4", size = 4797393, upload-time = "2026-02-06T09:56:17.882Z" },
-    { url = "https://files.pythonhosted.org/packages/29/f2/b56e43e3c968bfe822fa6ce5bca10d5c723aa40875b48791ce1029bb78c7/grpcio-1.78.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:e87cbc002b6f440482b3519e36e1313eb5443e9e9e73d6a52d43bd2004fcfd8e", size = 5920591, upload-time = "2026-02-06T09:56:20.758Z" },
-    { url = "https://files.pythonhosted.org/packages/5d/81/1f3b65bd30c334167bfa8b0d23300a44e2725ce39bba5b76a2460d85f745/grpcio-1.78.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:c41bc64626db62e72afec66b0c8a0da76491510015417c127bfc53b2fe6d7f7f", size = 11813685, upload-time = "2026-02-06T09:56:24.315Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/1c/bbe2f8216a5bd3036119c544d63c2e592bdf4a8ec6e4a1867592f4586b26/grpcio-1.78.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8dfffba826efcf366b1e3ccc37e67afe676f290e13a3b48d31a46739f80a8724", size = 6487803, upload-time = "2026-02-06T09:56:27.367Z" },
-    { url = "https://files.pythonhosted.org/packages/16/5c/a6b2419723ea7ddce6308259a55e8e7593d88464ce8db9f4aa857aba96fa/grpcio-1.78.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:74be1268d1439eaaf552c698cdb11cd594f0c49295ae6bb72c34ee31abbe611b", size = 7173206, upload-time = "2026-02-06T09:56:29.876Z" },
-    { url = "https://files.pythonhosted.org/packages/df/1e/b8801345629a415ea7e26c83d75eb5dbe91b07ffe5210cc517348a8d4218/grpcio-1.78.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:be63c88b32e6c0f1429f1398ca5c09bc64b0d80950c8bb7807d7d7fb36fb84c7", size = 6693826, upload-time = "2026-02-06T09:56:32.305Z" },
-    { url = "https://files.pythonhosted.org/packages/34/84/0de28eac0377742679a510784f049738a80424b17287739fc47d63c2439e/grpcio-1.78.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:3c586ac70e855c721bda8f548d38c3ca66ac791dc49b66a8281a1f99db85e452", size = 7277897, upload-time = "2026-02-06T09:56:34.915Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/9c/ad8685cfe20559a9edb66f735afdcb2b7d3de69b13666fdfc542e1916ebd/grpcio-1.78.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:35eb275bf1751d2ffbd8f57cdbc46058e857cf3971041521b78b7db94bdaf127", size = 8252404, upload-time = "2026-02-06T09:56:37.553Z" },
-    { url = "https://files.pythonhosted.org/packages/3c/05/33a7a4985586f27e1de4803887c417ec7ced145ebd069bc38a9607059e2b/grpcio-1.78.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:207db540302c884b8848036b80db352a832b99dfdf41db1eb554c2c2c7800f65", size = 7696837, upload-time = "2026-02-06T09:56:40.173Z" },
-    { url = "https://files.pythonhosted.org/packages/73/77/7382241caf88729b106e49e7d18e3116216c778e6a7e833826eb96de22f7/grpcio-1.78.0-cp314-cp314-win32.whl", hash = "sha256:57bab6deef2f4f1ca76cc04565df38dc5713ae6c17de690721bdf30cb1e0545c", size = 4142439, upload-time = "2026-02-06T09:56:43.258Z" },
-    { url = "https://files.pythonhosted.org/packages/48/b2/b096ccce418882fbfda4f7496f9357aaa9a5af1896a9a7f60d9f2b275a06/grpcio-1.78.0-cp314-cp314-win_amd64.whl", hash = "sha256:dce09d6116df20a96acfdbf85e4866258c3758180e8c49845d6ba8248b6d0bbb", size = 4929852, upload-time = "2026-02-06T09:56:45.885Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/cd/bb7b7e54084a344c03d68144450da7ddd5564e51a298ae1662de65f48e2d/grpcio-1.80.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:886457a7768e408cdce226ad1ca67d2958917d306523a0e21e1a2fdaa75c9c9c", size = 6050363, upload-time = "2026-03-30T08:46:20.894Z" },
+    { url = "https://files.pythonhosted.org/packages/16/02/1417f5c3460dea65f7a2e3c14e8b31e77f7ffb730e9bfadd89eda7a9f477/grpcio-1.80.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:7b641fc3f1dc647bfd80bd713addc68f6d145956f64677e56d9ebafc0bd72388", size = 12026037, upload-time = "2026-03-30T08:46:25.144Z" },
+    { url = "https://files.pythonhosted.org/packages/43/98/c910254eedf2cae368d78336a2de0678e66a7317d27c02522392f949b5c6/grpcio-1.80.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:33eb763f18f006dc7fee1e69831d38d23f5eccd15b2e0f92a13ee1d9242e5e02", size = 6602306, upload-time = "2026-03-30T08:46:27.593Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/f8/88ca4e78c077b2b2113d95da1e1ab43efd43d723c9a0397d26529c2c1a56/grpcio-1.80.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:52d143637e3872633fc7dd7c3c6a1c84e396b359f3a72e215f8bf69fd82084fc", size = 7301535, upload-time = "2026-03-30T08:46:29.556Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/96/f28660fe2fe0f153288bf4a04e4910b7309d442395135c88ed4f5b3b8b40/grpcio-1.80.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c51bf8ac4575af2e0678bccfb07e47321fc7acb5049b4482832c5c195e04e13a", size = 6808669, upload-time = "2026-03-30T08:46:31.984Z" },
+    { url = "https://files.pythonhosted.org/packages/47/eb/3f68a5e955779c00aeef23850e019c1c1d0e032d90633ba49c01ad5a96e0/grpcio-1.80.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:50a9871536d71c4fba24ee856abc03a87764570f0c457dd8db0b4018f379fed9", size = 7409489, upload-time = "2026-03-30T08:46:34.684Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/a7/d2f681a4bfb881be40659a309771f3bdfbfdb1190619442816c3f0ffc079/grpcio-1.80.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:a72d84ad0514db063e21887fbacd1fd7acb4d494a564cae22227cd45c7fbf199", size = 8423167, upload-time = "2026-03-30T08:46:36.833Z" },
+    { url = "https://files.pythonhosted.org/packages/97/8a/29b4589c204959aa35ce5708400a05bba72181807c45c47b3ec000c39333/grpcio-1.80.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f7691a6788ad9196872f95716df5bc643ebba13c97140b7a5ee5c8e75d1dea81", size = 7846761, upload-time = "2026-03-30T08:46:40.091Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/d2/ed143e097230ee121ac5848f6ff14372dba91289b10b536d54fb1b7cbae7/grpcio-1.80.0-cp310-cp310-win32.whl", hash = "sha256:46c2390b59d67f84e882694d489f5b45707c657832d7934859ceb8c33f467069", size = 4156534, upload-time = "2026-03-30T08:46:42.026Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/c9/df8279bb49b29409995e95efa85b72973d62f8aeff89abee58c91f393710/grpcio-1.80.0-cp310-cp310-win_amd64.whl", hash = "sha256:dc053420fc75749c961e2a4c906398d7c15725d36ccc04ae6d16093167223b58", size = 4889869, upload-time = "2026-03-30T08:46:44.219Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/db/1d56e5f5823257b291962d6c0ce106146c6447f405b60b234c4f222a7cde/grpcio-1.80.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:dfab85db094068ff42e2a3563f60ab3dddcc9d6488a35abf0132daec13209c8a", size = 6055009, upload-time = "2026-03-30T08:46:46.265Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/18/c83f3cad64c5ca63bca7e91e5e46b0d026afc5af9d0a9972472ceba294b3/grpcio-1.80.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:5c07e82e822e1161354e32da2662f741a4944ea955f9f580ec8fb409dd6f6060", size = 12035295, upload-time = "2026-03-30T08:46:49.099Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/8e/e14966b435be2dda99fbe89db9525ea436edc79780431a1c2875a3582644/grpcio-1.80.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ba0915d51fd4ced2db5ff719f84e270afe0e2d4c45a7bdb1e8d036e4502928c2", size = 6610297, upload-time = "2026-03-30T08:46:52.123Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/26/d5eb38f42ce0e3fdc8174ea4d52036ef8d58cc4426cb800f2610f625dd75/grpcio-1.80.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:3cb8130ba457d2aa09fa6b7c3ed6b6e4e6a2685fce63cb803d479576c4d80e21", size = 7300208, upload-time = "2026-03-30T08:46:54.859Z" },
+    { url = "https://files.pythonhosted.org/packages/25/51/bd267c989f85a17a5b3eea65a6feb4ff672af41ca614e5a0279cc0ea381c/grpcio-1.80.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:09e5e478b3d14afd23f12e49e8b44c8684ac3c5f08561c43a5b9691c54d136ab", size = 6813442, upload-time = "2026-03-30T08:46:57.056Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/d9/d80eef735b19e9169e30164bbf889b46f9df9127598a83d174eb13a48b26/grpcio-1.80.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:00168469238b022500e486c1c33916acf2f2a9b2c022202cf8a1885d2e3073c1", size = 7414743, upload-time = "2026-03-30T08:46:59.682Z" },
+    { url = "https://files.pythonhosted.org/packages/de/f2/567f5bd5054398ed6b0509b9a30900376dcf2786bd936812098808b49d8d/grpcio-1.80.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8502122a3cc1714038e39a0b071acb1207ca7844208d5ea0d091317555ee7106", size = 8426046, upload-time = "2026-03-30T08:47:02.474Z" },
+    { url = "https://files.pythonhosted.org/packages/62/29/73ef0141b4732ff5eacd68430ff2512a65c004696997f70476a83e548e7e/grpcio-1.80.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ce1794f4ea6cc3ca29463f42d665c32ba1b964b48958a66497917fe9069f26e6", size = 7851641, upload-time = "2026-03-30T08:47:05.462Z" },
+    { url = "https://files.pythonhosted.org/packages/46/69/abbfa360eb229a8623bab5f5a4f8105e445bd38ce81a89514ba55d281ad0/grpcio-1.80.0-cp311-cp311-win32.whl", hash = "sha256:51b4a7189b0bef2aa30adce3c78f09c83526cf3dddb24c6a96555e3b97340440", size = 4154368, upload-time = "2026-03-30T08:47:08.027Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/d4/ae92206d01183b08613e846076115f5ac5991bae358d2a749fa864da5699/grpcio-1.80.0-cp311-cp311-win_amd64.whl", hash = "sha256:02e64bb0bb2da14d947a49e6f120a75e947250aebe65f9629b62bb1f5c14e6e9", size = 4894235, upload-time = "2026-03-30T08:47:10.839Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/e8/a2b749265eb3415abc94f2e619bbd9e9707bebdda787e61c593004ec927a/grpcio-1.80.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:c624cc9f1008361014378c9d776de7182b11fe8b2e5a81bc69f23a295f2a1ad0", size = 6015616, upload-time = "2026-03-30T08:47:13.428Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/97/b1282161a15d699d1e90c360df18d19165a045ce1c343c7f313f5e8a0b77/grpcio-1.80.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:f49eddcac43c3bf350c0385366a58f36bed8cc2c0ec35ef7b74b49e56552c0c2", size = 12014204, upload-time = "2026-03-30T08:47:15.873Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/5e/d319c6e997b50c155ac5a8cb12f5173d5b42677510e886d250d50264949d/grpcio-1.80.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d334591df610ab94714048e0d5b4f3dd5ad1bee74dfec11eee344220077a79de", size = 6563866, upload-time = "2026-03-30T08:47:18.588Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/f6/fdd975a2cb4d78eb67769a7b3b3830970bfa2e919f1decf724ae4445f42c/grpcio-1.80.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:0cb517eb1d0d0aaf1d87af7cc5b801d686557c1d88b2619f5e31fab3c2315921", size = 7273060, upload-time = "2026-03-30T08:47:21.113Z" },
+    { url = "https://files.pythonhosted.org/packages/db/f0/a3deb5feba60d9538a962913e37bd2e69a195f1c3376a3dd44fe0427e996/grpcio-1.80.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4e78c4ac0d97dc2e569b2f4bcbbb447491167cb358d1a389fc4af71ab6f70411", size = 6782121, upload-time = "2026-03-30T08:47:23.827Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/84/36c6dcfddc093e108141f757c407902a05085e0c328007cb090d56646cdf/grpcio-1.80.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2ed770b4c06984f3b47eb0517b1c69ad0b84ef3f40128f51448433be904634cd", size = 7383811, upload-time = "2026-03-30T08:47:26.517Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/ef/f3a77e3dc5b471a0ec86c564c98d6adfa3510d38f8ee99010410858d591e/grpcio-1.80.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:256507e2f524092f1473071a05e65a5b10d84b82e3ff24c5b571513cfaa61e2f", size = 8393860, upload-time = "2026-03-30T08:47:29.439Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/8d/9d4d27ed7f33d109c50d6b5ce578a9914aa68edab75d65869a17e630a8d1/grpcio-1.80.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:9a6284a5d907c37db53350645567c522be314bac859a64a7a5ca63b77bb7958f", size = 7830132, upload-time = "2026-03-30T08:47:33.254Z" },
+    { url = "https://files.pythonhosted.org/packages/14/e4/9990b41c6d7a44e1e9dee8ac11d7a9802ba1378b40d77468a7761d1ad288/grpcio-1.80.0-cp312-cp312-win32.whl", hash = "sha256:c71309cfce2f22be26aa4a847357c502db6c621f1a49825ae98aa0907595b193", size = 4140904, upload-time = "2026-03-30T08:47:35.319Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/2c/296f6138caca1f4b92a31ace4ae1b87dab692fc16a7a3417af3bb3c805bf/grpcio-1.80.0-cp312-cp312-win_amd64.whl", hash = "sha256:9fe648599c0e37594c4809d81a9e77bd138cc82eb8baa71b6a86af65426723ff", size = 4880944, upload-time = "2026-03-30T08:47:37.831Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/3a/7c3c25789e3f069e581dc342e03613c5b1cb012c4e8c7d9d5cf960a75856/grpcio-1.80.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:e9e408fc016dffd20661f0126c53d8a31c2821b5c13c5d67a0f5ed5de93319ad", size = 6017243, upload-time = "2026-03-30T08:47:40.075Z" },
+    { url = "https://files.pythonhosted.org/packages/04/19/21a9806eb8240e174fd1ab0cd5b9aa948bb0e05c2f2f55f9d5d7405e6d08/grpcio-1.80.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:92d787312e613754d4d8b9ca6d3297e69994a7912a32fa38c4c4e01c272974b0", size = 12010840, upload-time = "2026-03-30T08:47:43.11Z" },
+    { url = "https://files.pythonhosted.org/packages/18/3a/23347d35f76f639e807fb7a36fad3068aed100996849a33809591f26eca6/grpcio-1.80.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8ac393b58aa16991a2f1144ec578084d544038c12242da3a215966b512904d0f", size = 6567644, upload-time = "2026-03-30T08:47:46.806Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/40/96e07ecb604a6a67ae6ab151e3e35b132875d98bc68ec65f3e5ab3e781d7/grpcio-1.80.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:68e5851ac4b9afe07e7f84483803ad167852570d65326b34d54ca560bfa53fb6", size = 7277830, upload-time = "2026-03-30T08:47:49.643Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/e2/da1506ecea1f34a5e365964644b35edef53803052b763ca214ba3870c856/grpcio-1.80.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:873ff5d17d68992ef6605330127425d2fc4e77e612fa3c3e0ed4e668685e3140", size = 6783216, upload-time = "2026-03-30T08:47:52.817Z" },
+    { url = "https://files.pythonhosted.org/packages/44/83/3b20ff58d0c3b7f6caaa3af9a4174d4023701df40a3f39f7f1c8e7c48f9d/grpcio-1.80.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2bea16af2750fd0a899bf1abd9022244418b55d1f37da2202249ba4ba673838d", size = 7385866, upload-time = "2026-03-30T08:47:55.687Z" },
+    { url = "https://files.pythonhosted.org/packages/47/45/55c507599c5520416de5eefecc927d6a0d7af55e91cfffb2e410607e5744/grpcio-1.80.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ba0db34f7e1d803a878284cd70e4c63cb6ae2510ba51937bf8f45ba997cefcf7", size = 8391602, upload-time = "2026-03-30T08:47:58.303Z" },
+    { url = "https://files.pythonhosted.org/packages/10/bb/dd06f4c24c01db9cf11341b547d0a016b2c90ed7dbbb086a5710df7dd1d7/grpcio-1.80.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8eb613f02d34721f1acf3626dfdb3545bd3c8505b0e52bf8b5710a28d02e8aa7", size = 7826752, upload-time = "2026-03-30T08:48:01.311Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/1e/9d67992ba23371fd63d4527096eb8c6b76d74d52b500df992a3343fd7251/grpcio-1.80.0-cp313-cp313-win32.whl", hash = "sha256:93b6f823810720912fd131f561f91f5fed0fda372b6b7028a2681b8194d5d294", size = 4142310, upload-time = "2026-03-30T08:48:04.594Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/e6/283326a27da9e2c3038bc93eeea36fb118ce0b2d03922a9cda6688f53c5b/grpcio-1.80.0-cp313-cp313-win_amd64.whl", hash = "sha256:e172cf795a3ba5246d3529e4d34c53db70e888fa582a8ffebd2e6e48bc0cba50", size = 4882833, upload-time = "2026-03-30T08:48:07.363Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/6d/e65307ce20f5a09244ba9e9d8476e99fb039de7154f37fb85f26978b59c3/grpcio-1.80.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:3d4147a97c8344d065d01bbf8b6acec2cf86fb0400d40696c8bdad34a64ffc0e", size = 6017376, upload-time = "2026-03-30T08:48:10.005Z" },
+    { url = "https://files.pythonhosted.org/packages/69/10/9cef5d9650c72625a699c549940f0abb3c4bfdb5ed45a5ce431f92f31806/grpcio-1.80.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:d8e11f167935b3eb089ac9038e1a063e6d7dbe995c0bb4a661e614583352e76f", size = 12018133, upload-time = "2026-03-30T08:48:12.927Z" },
+    { url = "https://files.pythonhosted.org/packages/04/82/983aabaad82ba26113caceeb9091706a0696b25da004fe3defb5b346e15b/grpcio-1.80.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f14b618fc30de822681ee986cfdcc2d9327229dc4c98aed16896761cacd468b9", size = 6574748, upload-time = "2026-03-30T08:48:16.386Z" },
+    { url = "https://files.pythonhosted.org/packages/07/d7/031666ef155aa0bf399ed7e19439656c38bbd143779ae0861b038ce82abd/grpcio-1.80.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:4ed39fbdcf9b87370f6e8df4e39ca7b38b3e5e9d1b0013c7b6be9639d6578d14", size = 7277711, upload-time = "2026-03-30T08:48:19.627Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/43/f437a78f7f4f1d311804189e8f11fb311a01049b2e08557c1068d470cb2e/grpcio-1.80.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2dcc70e9f0ba987526e8e8603a610fb4f460e42899e74e7a518bf3c68fe1bf05", size = 6785372, upload-time = "2026-03-30T08:48:22.373Z" },
+    { url = "https://files.pythonhosted.org/packages/93/3d/f6558e9c6296cb4227faa5c43c54a34c68d32654b829f53288313d16a86e/grpcio-1.80.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:448c884b668b868562b1bda833c5fce6272d26e1926ec46747cda05741d302c1", size = 7395268, upload-time = "2026-03-30T08:48:25.638Z" },
+    { url = "https://files.pythonhosted.org/packages/06/21/0fdd77e84720b08843c371a2efa6f2e19dbebf56adc72df73d891f5506f0/grpcio-1.80.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:a1dc80fe55685b4a543555e6eef975303b36c8db1023b1599b094b92aa77965f", size = 8392000, upload-time = "2026-03-30T08:48:28.974Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/68/67f4947ed55d2e69f2cc199ab9fd85e0a0034d813bbeef84df6d2ba4d4b7/grpcio-1.80.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:31b9ac4ad1aa28ffee5503821fafd09e4da0a261ce1c1281c6c8da0423c83b6e", size = 7828477, upload-time = "2026-03-30T08:48:32.054Z" },
+    { url = "https://files.pythonhosted.org/packages/44/b6/8d4096691b2e385e8271911a0de4f35f0a6c7d05aff7098e296c3de86939/grpcio-1.80.0-cp314-cp314-win32.whl", hash = "sha256:367ce30ba67d05e0592470428f0ec1c31714cab9ef19b8f2e37be1f4c7d32fae", size = 4218563, upload-time = "2026-03-30T08:48:34.538Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/8c/bbe6baf2557262834f2070cf668515fa308b2d38a4bbf771f8f7872a7036/grpcio-1.80.0-cp314-cp314-win_amd64.whl", hash = "sha256:3b01e1f5464c583d2f567b2e46ff0d516ef979978f72091fd81f5ab7fa6e2e7f", size = 5019457, upload-time = "2026-03-30T08:48:37.308Z" },
 ]
 
 [[package]]
 name = "grpcio-health-checking"
-version = "1.78.0"
+version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "grpcio", marker = "python_full_version >= '3.11'" },
     { name = "protobuf", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8e/ac/8eb871f4e47b11abfe45497e6187a582ec680ccd7232706d228474a8c7a5/grpcio_health_checking-1.78.0.tar.gz", hash = "sha256:78526d5c60b9b99fd18954b89f86d70033c702e96ad6ccc9749baf16136979b3", size = 17008, upload-time = "2026-02-06T10:01:47.269Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d1/a2/aa3cc47f19c03f8e5287b987317059753141a3af8f66b96d5a64b3be10b8/grpcio_health_checking-1.80.0.tar.gz", hash = "sha256:2cc5f08bc8b816b8655ab6f59c71450063ba20766d31e21a493e912e3560c8b1", size = 17117, upload-time = "2026-03-30T08:54:41.899Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/8e/30/dbaf47e2210697e2923b49eb62a6a2c07d5ee55bb40cff1e6cc0c5bb22e1/grpcio_health_checking-1.78.0-py3-none-any.whl", hash = "sha256:309798c098c5de72a9bff7172d788fdf309d246d231db9955b32e7c1c773fbeb", size = 19010, upload-time = "2026-02-06T10:01:37.949Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/d1/d97eb30386feff6ac2a662620e2ed68be352e9a182d62e06213db694906a/grpcio_health_checking-1.80.0-py3-none-any.whl", hash = "sha256:d804d4549cbb71e90ca2c7bf0c501060135dfd220aca8e2c54f96d3e79e210e5", size = 19125, upload-time = "2026-03-30T08:53:44.835Z" },
 ]
 
 [[package]]
 name = "grpcio-tools"
-version = "1.78.0"
+version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "grpcio", marker = "python_full_version >= '3.11'" },
     { name = "protobuf", marker = "python_full_version >= '3.11'" },
     { name = "setuptools", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8b/d1/cbefe328653f746fd319c4377836a25ba64226e41c6a1d7d5cdbc87a459f/grpcio_tools-1.78.0.tar.gz", hash = "sha256:4b0dd86560274316e155d925158276f8564508193088bc43e20d3f5dff956b2b", size = 5393026, upload-time = "2026-02-06T09:59:59.53Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/c8/1223f29c84a143ae9a56c084fc96894de0ba84b6e8d60a26241abd81d278/grpcio_tools-1.80.0.tar.gz", hash = "sha256:26052b19c6ce0dcf52d1024496aea3e2bdfa864159f06dc7b97b22d041a94b26", size = 6133212, upload-time = "2026-03-30T08:52:39.077Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5e/70/2118a814a62ab205c905d221064bc09021db83fceeb84764d35c00f0f633/grpcio_tools-1.78.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:ea64e38d1caa2b8468b08cb193f5a091d169b6dbfe1c7dac37d746651ab9d84e", size = 2545568, upload-time = "2026-02-06T09:57:30.308Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/a9/68134839dd1a00f964185ead103646d6dd6a396b92ed264eaf521431b793/grpcio_tools-1.78.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:4003fcd5cbb5d578b06176fd45883a72a8f9203152149b7c680ce28653ad9e3a", size = 5708704, upload-time = "2026-02-06T09:57:33.512Z" },
-    { url = "https://files.pythonhosted.org/packages/36/1b/b6135aa9534e22051c53e5b9c0853d18024a41c50aaff464b7b47c1ed379/grpcio_tools-1.78.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fe6b0081775394c61ec633c9ff5dbc18337100eabb2e946b5c83967fe43b2748", size = 2591905, upload-time = "2026-02-06T09:57:35.338Z" },
-    { url = "https://files.pythonhosted.org/packages/41/2b/6380df1390d62b1d18ae18d4d790115abf4997fa29498aa50ba644ecb9d8/grpcio_tools-1.78.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:7e989ad2cd93db52d7f1a643ecaa156ac55bf0484f1007b485979ce8aef62022", size = 2905271, upload-time = "2026-02-06T09:57:37.932Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/07/9b369f37c8f4956b68778c044d57390a8f0f3b1cca590018809e75a4fce2/grpcio_tools-1.78.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b874991797e96c41a37e563236c3317ed41b915eff25b292b202d6277d30da85", size = 2656234, upload-time = "2026-02-06T09:57:41.157Z" },
-    { url = "https://files.pythonhosted.org/packages/51/61/40eee40e7a54f775a0d4117536532713606b6b177fff5e327f33ad18746e/grpcio_tools-1.78.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:daa8c288b728228377aaf758925692fc6068939d9fa32f92ca13dedcbeb41f33", size = 3105770, upload-time = "2026-02-06T09:57:43.373Z" },
-    { url = "https://files.pythonhosted.org/packages/b6/ac/81ee4b728e70e8ba66a589f86469925ead02ed6f8973434e4a52e3576148/grpcio_tools-1.78.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:87e648759b06133199f4bc0c0053e3819f4ec3b900dc399e1097b6065db998b5", size = 3654896, upload-time = "2026-02-06T09:57:45.402Z" },
-    { url = "https://files.pythonhosted.org/packages/be/b9/facb3430ee427c800bb1e39588c85685677ea649491d6e0874bd9f3a1c0e/grpcio_tools-1.78.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f3d3ced52bfe39eba3d24f5a8fab4e12d071959384861b41f0c52ca5399d6920", size = 3322529, upload-time = "2026-02-06T09:57:47.292Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/de/d7a011df9abfed8c30f0d2077b0562a6e3edc57cb3e5514718e2a81f370a/grpcio_tools-1.78.0-cp310-cp310-win32.whl", hash = "sha256:4bb6ed690d417b821808796221bde079377dff98fdc850ac157ad2f26cda7a36", size = 993518, upload-time = "2026-02-06T09:57:48.836Z" },
-    { url = "https://files.pythonhosted.org/packages/c8/5e/f7f60c3ae2281c6b438c3a8455f4a5d5d2e677cf20207864cbee3763da22/grpcio_tools-1.78.0-cp310-cp310-win_amd64.whl", hash = "sha256:0c676d8342fd53bd85a5d5f0d070cd785f93bc040510014708ede6fcb32fada1", size = 1158505, upload-time = "2026-02-06T09:57:50.633Z" },
-    { url = "https://files.pythonhosted.org/packages/75/78/280184d19242ed6762bf453c47a70b869b3c5c72a24dc5bf2bf43909faa3/grpcio_tools-1.78.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:6a8b8b7b49f319d29dbcf507f62984fa382d1d10437d75c3f26db5f09c4ac0af", size = 2545904, upload-time = "2026-02-06T09:57:52.769Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/51/3c46dea5113f68fe879961cae62d34bb7a3c308a774301b45d614952ee98/grpcio_tools-1.78.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:d62cf3b68372b0c6d722a6165db41b976869811abeabc19c8522182978d8db10", size = 5709078, upload-time = "2026-02-06T09:57:56.389Z" },
-    { url = "https://files.pythonhosted.org/packages/e0/2c/dc1ae9ec53182c96d56dfcbf3bcd3e55a8952ad508b188c75bf5fc8993d4/grpcio_tools-1.78.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fa9056742efeaf89d5fe14198af71e5cbc4fbf155d547b89507e19d6025906c6", size = 2591744, upload-time = "2026-02-06T09:57:58.341Z" },
-    { url = "https://files.pythonhosted.org/packages/04/63/9b53fc9a9151dd24386785171a4191ee7cb5afb4d983b6a6a87408f41b28/grpcio_tools-1.78.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:e3191af125dcb705aa6bc3856ba81ba99b94121c1b6ebee152e66ea084672831", size = 2905113, upload-time = "2026-02-06T09:58:00.38Z" },
-    { url = "https://files.pythonhosted.org/packages/96/b2/0ad8d789f3a2a00893131c140865605fa91671a6e6fcf9da659e1fabba10/grpcio_tools-1.78.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:283239ddbb67ae83fac111c61b25d8527a1dbd355b377cbc8383b79f1329944d", size = 2656436, upload-time = "2026-02-06T09:58:03.038Z" },
-    { url = "https://files.pythonhosted.org/packages/09/4d/580f47ce2fc61b093ade747b378595f51b4f59972dd39949f7444b464a03/grpcio_tools-1.78.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ac977508c0db15301ef36d6c79769ec1a6cc4e3bc75735afca7fe7e360cead3a", size = 3106128, upload-time = "2026-02-06T09:58:05.064Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/29/d83b2d89f8d10e438bad36b1eb29356510fb97e81e6a608b22ae1890e8e6/grpcio_tools-1.78.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:4ff605e25652a0bd13aa8a73a09bc48669c68170902f5d2bf1468a57d5e78771", size = 3654953, upload-time = "2026-02-06T09:58:07.15Z" },
-    { url = "https://files.pythonhosted.org/packages/08/71/917ce85633311e54fefd7e6eb1224fb780ef317a4d092766f5630c3fc419/grpcio_tools-1.78.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:0197d7b561c79be78ab93d0fe2836c8def470683df594bae3ac89dd8e5c821b2", size = 3322630, upload-time = "2026-02-06T09:58:10.305Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/55/3fbf6b26ab46fc79e1e6f7f4e0993cf540263dad639290299fad374a0829/grpcio_tools-1.78.0-cp311-cp311-win32.whl", hash = "sha256:28f71f591f7f39555863ced84fcc209cbf4454e85ef957232f43271ee99af577", size = 993804, upload-time = "2026-02-06T09:58:13.698Z" },
-    { url = "https://files.pythonhosted.org/packages/73/86/4affe006d9e1e9e1c6653d6aafe2f8b9188acb2b563cd8ed3a2c7c0e8aec/grpcio_tools-1.78.0-cp311-cp311-win_amd64.whl", hash = "sha256:5a6de495dabf86a3b40b9a7492994e1232b077af9d63080811838b781abbe4e8", size = 1158566, upload-time = "2026-02-06T09:58:15.721Z" },
-    { url = "https://files.pythonhosted.org/packages/0c/ae/5b1fa5dd8d560a6925aa52de0de8731d319f121c276e35b9b2af7cc220a2/grpcio_tools-1.78.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:9eb122da57d4cad7d339fc75483116f0113af99e8d2c67f3ef9cae7501d806e4", size = 2546823, upload-time = "2026-02-06T09:58:17.944Z" },
-    { url = "https://files.pythonhosted.org/packages/a7/ed/d33ccf7fa701512efea7e7e23333b748848a123e9d3bbafde4e126784546/grpcio_tools-1.78.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:d0c501b8249940b886420e6935045c44cb818fa6f265f4c2b97d5cff9cb5e796", size = 5706776, upload-time = "2026-02-06T09:58:20.944Z" },
-    { url = "https://files.pythonhosted.org/packages/c6/69/4285583f40b37af28277fc6b867d636e3b10e1b6a7ebd29391a856e1279b/grpcio_tools-1.78.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:77e5aa2d2a7268d55b1b113f958264681ef1994c970f69d48db7d4683d040f57", size = 2593972, upload-time = "2026-02-06T09:58:23.29Z" },
-    { url = "https://files.pythonhosted.org/packages/d7/eb/ecc1885bd6b3147f0a1b7dff5565cab72f01c8f8aa458f682a1c77a9fb08/grpcio_tools-1.78.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:8e3c0b0e6ba5275322ba29a97bf890565a55f129f99a21b121145e9e93a22525", size = 2905531, upload-time = "2026-02-06T09:58:25.406Z" },
-    { url = "https://files.pythonhosted.org/packages/ae/a9/511d0040ced66960ca10ba0f082d6b2d2ee6dd61837b1709636fdd8e23b4/grpcio_tools-1.78.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:975d4cb48694e20ebd78e1643e5f1cd94cdb6a3d38e677a8e84ae43665aa4790", size = 2656909, upload-time = "2026-02-06T09:58:28.022Z" },
-    { url = "https://files.pythonhosted.org/packages/06/a3/3d2c707e7dee8df842c96fbb24feb2747e506e39f4a81b661def7fed107c/grpcio_tools-1.78.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:553ff18c5d52807dedecf25045ae70bad7a3dbba0b27a9a3cdd9bcf0a1b7baec", size = 3109778, upload-time = "2026-02-06T09:58:30.091Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/4b/646811ba241bf05da1f0dc6f25764f1c837f78f75b4485a4210c84b79eae/grpcio_tools-1.78.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:8c7f5e4af5a84d2e96c862b1a65e958a538237e268d5f8203a3a784340975b51", size = 3658763, upload-time = "2026-02-06T09:58:32.875Z" },
-    { url = "https://files.pythonhosted.org/packages/45/de/0a5ef3b3e79d1011375f5580dfee3a9c1ccb96c5f5d1c74c8cee777a2483/grpcio_tools-1.78.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:96183e2b44afc3f9a761e9d0f985c3b44e03e8bb98e626241a6cbfb3b6f7e88f", size = 3325116, upload-time = "2026-02-06T09:58:34.894Z" },
-    { url = "https://files.pythonhosted.org/packages/95/d2/6391b241ad571bc3e71d63f957c0b1860f0c47932d03c7f300028880f9b8/grpcio_tools-1.78.0-cp312-cp312-win32.whl", hash = "sha256:2250e8424c565a88573f7dc10659a0b92802e68c2a1d57e41872c9b88ccea7a6", size = 993493, upload-time = "2026-02-06T09:58:37.242Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/8f/7d0d3a39ecad76ccc136be28274daa660569b244fa7d7d0bbb24d68e5ece/grpcio_tools-1.78.0-cp312-cp312-win_amd64.whl", hash = "sha256:217d1fa29de14d9c567d616ead7cb0fef33cde36010edff5a9390b00d52e5094", size = 1158423, upload-time = "2026-02-06T09:58:40.072Z" },
-    { url = "https://files.pythonhosted.org/packages/53/ce/17311fb77530420e2f441e916b347515133e83d21cd6cc77be04ce093d5b/grpcio_tools-1.78.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:2d6de1cc23bdc1baafc23e201b1e48c617b8c1418b4d8e34cebf72141676e5fb", size = 2546284, upload-time = "2026-02-06T09:58:43.073Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/d3/79e101483115f0e78223397daef71751b75eba7e92a32060c10aae11ca64/grpcio_tools-1.78.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:2afeaad88040894c76656202ff832cb151bceb05c0e6907e539d129188b1e456", size = 5705653, upload-time = "2026-02-06T09:58:45.533Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/a7/52fa3ccb39ceeee6adc010056eadfbca8198651c113e418dafebbdf2b306/grpcio_tools-1.78.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:33cc593735c93c03d63efe7a8ba25f3c66f16c52f0651910712490244facad72", size = 2592788, upload-time = "2026-02-06T09:58:48.918Z" },
-    { url = "https://files.pythonhosted.org/packages/68/08/682ff6bb548225513d73dc9403742d8975439d7469c673bc534b9bbc83a7/grpcio_tools-1.78.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:2921d7989c4d83b71f03130ab415fa4d66e6693b8b8a1fcbb7a1c67cff19b812", size = 2905157, upload-time = "2026-02-06T09:58:51.478Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/66/264f3836a96423b7018e5ada79d62576a6401f6da4e1f4975b18b2be1265/grpcio_tools-1.78.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e6a0df438e82c804c7b95e3f311c97c2f876dcc36376488d5b736b7bcf5a9b45", size = 2656166, upload-time = "2026-02-06T09:58:54.117Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/6b/f108276611522e03e98386b668cc7e575eff6952f2db9caa15b2a3b3e883/grpcio_tools-1.78.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e9c6070a9500798225191ef25d0055a15d2c01c9c8f2ee7b681fffa99c98c822", size = 3109110, upload-time = "2026-02-06T09:58:56.891Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/c7/cf048dbcd64b3396b3c860a2ffbcc67a8f8c87e736aaa74c2e505a7eee4c/grpcio_tools-1.78.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:394e8b57d85370a62e5b0a4d64c96fcf7568345c345d8590c821814d227ecf1d", size = 3657863, upload-time = "2026-02-06T09:58:59.176Z" },
-    { url = "https://files.pythonhosted.org/packages/b6/37/e2736912c8fda57e2e57a66ea5e0bc8eb9a5fb7ded00e866ad22d50afb08/grpcio_tools-1.78.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a3ef700293ab375e111a2909d87434ed0a0b086adf0ce67a8d9cf12ea7765e63", size = 3324748, upload-time = "2026-02-06T09:59:01.242Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/5d/726abc75bb5bfc2841e88ea05896e42f51ca7c30cb56da5c5b63058b3867/grpcio_tools-1.78.0-cp313-cp313-win32.whl", hash = "sha256:6993b960fec43a8d840ee5dc20247ef206c1a19587ea49fe5e6cc3d2a09c1585", size = 993074, upload-time = "2026-02-06T09:59:03.085Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/68/91b400bb360faf9b177ffb5540ec1c4d06ca923691ddf0f79e2c9683f4da/grpcio_tools-1.78.0-cp313-cp313-win_amd64.whl", hash = "sha256:275ce3c2978842a8cf9dd88dce954e836e590cf7029649ad5d1145b779039ed5", size = 1158185, upload-time = "2026-02-06T09:59:05.036Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/5e/278f3831c8d56bae02e3acc570465648eccf0a6bbedcb1733789ac966803/grpcio_tools-1.78.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:8b080d0d072e6032708a3a91731b808074d7ab02ca8fb9847b6a011fdce64cd9", size = 2546270, upload-time = "2026-02-06T09:59:07.426Z" },
-    { url = "https://files.pythonhosted.org/packages/a3/d9/68582f2952b914b60dddc18a2e3f9c6f09af9372b6f6120d6cf3ec7f8b4e/grpcio_tools-1.78.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:8c0ad8f8f133145cd7008b49cb611a5c6a9d89ab276c28afa17050516e801f79", size = 5705731, upload-time = "2026-02-06T09:59:09.856Z" },
-    { url = "https://files.pythonhosted.org/packages/70/68/feb0f9a48818ee1df1e8b644069379a1e6ef5447b9b347c24e96fd258e5d/grpcio_tools-1.78.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2f8ea092a7de74c6359335d36f0674d939a3c7e1a550f4c2c9e80e0226de8fe4", size = 2593896, upload-time = "2026-02-06T09:59:12.23Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/08/a430d8d06e1b8d33f3e48d3f0cc28236723af2f35e37bd5c8db05df6c3aa/grpcio_tools-1.78.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:da422985e0cac822b41822f43429c19ecb27c81ffe3126d0b74e77edec452608", size = 2905298, upload-time = "2026-02-06T09:59:14.458Z" },
-    { url = "https://files.pythonhosted.org/packages/71/0a/348c36a3eae101ca0c090c9c3bc96f2179adf59ee0c9262d11cdc7bfe7db/grpcio_tools-1.78.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4fab1faa3fbcb246263e68da7a8177d73772283f9db063fb8008517480888d26", size = 2656186, upload-time = "2026-02-06T09:59:16.949Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/3f/18219f331536fad4af6207ade04142292faa77b5cb4f4463787988963df8/grpcio_tools-1.78.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:dd9c094f73f734becae3f20f27d4944d3cd8fb68db7338ee6c58e62fc5c3d99f", size = 3109859, upload-time = "2026-02-06T09:59:19.202Z" },
-    { url = "https://files.pythonhosted.org/packages/5b/d9/341ea20a44c8e5a3a18acc820b65014c2e3ea5b4f32a53d14864bcd236bc/grpcio_tools-1.78.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:2ed51ce6b833068f6c580b73193fc2ec16468e6bc18354bc2f83a58721195a58", size = 3657915, upload-time = "2026-02-06T09:59:21.839Z" },
-    { url = "https://files.pythonhosted.org/packages/fb/f4/5978b0f91611a64371424c109dd0027b247e5b39260abad2eaee66b6aa37/grpcio_tools-1.78.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:05803a5cdafe77c8bdf36aa660ad7a6a1d9e49bc59ce45c1bade2a4698826599", size = 3324724, upload-time = "2026-02-06T09:59:24.402Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/80/96a324dba99cfbd20e291baf0b0ae719dbb62b76178c5ce6c788e7331cb1/grpcio_tools-1.78.0-cp314-cp314-win32.whl", hash = "sha256:f7c722e9ce6f11149ac5bddd5056e70aaccfd8168e74e9d34d8b8b588c3f5c7c", size = 1015505, upload-time = "2026-02-06T09:59:26.3Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/d1/909e6a05bfd44d46327dc4b8a78beb2bae4fb245ffab2772e350081aaf7e/grpcio_tools-1.78.0-cp314-cp314-win_amd64.whl", hash = "sha256:7d58ade518b546120ec8f0a8e006fc8076ae5df151250ebd7e82e9b5e152c229", size = 1190196, upload-time = "2026-02-06T09:59:28.359Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/54/1de67f5080da305a258758a8deb33f85666fa759f56785042a80b114a53f/grpcio_tools-1.80.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:727477b9afa4b53f5ec70cafb41c3965d893835e0d4ea9b542fe3d0d005602bf", size = 2549601, upload-time = "2026-03-30T08:50:09.498Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/b4/6d57ea199c5b880d182a2234aafa9a686f9c54c708ea7be75bd19d5aa825/grpcio_tools-1.80.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:85fe8d15f146c62cb76f38d963e256392d287442b9232717d30ae9e3bbda9bc3", size = 5712717, upload-time = "2026-03-30T08:50:15.028Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/1a/5505ee2277d368b409c796c78f22ea34a2a517b7d16755247efd663dc7af/grpcio_tools-1.80.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:95f0fffb5ca00519f3b602f938169b4dfa04b165e03258323965a9dfe8cc4d80", size = 2595941, upload-time = "2026-03-30T08:50:17.299Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/39/7fc1d16d8b767805079d76365d73e82c88dfaf179034473dbc9fbccedb77/grpcio_tools-1.80.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:7a0106af212748823a6ebd8ffbd9043414216f47cae3835f3187de0a62c415d3", size = 2909304, upload-time = "2026-03-30T08:50:19.485Z" },
+    { url = "https://files.pythonhosted.org/packages/97/d8/276ee759755d8f34f2ca5e9d2debd1a59f29f66059fb790bc369f2236c26/grpcio_tools-1.80.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:31fd01a4038b5dfc4ec79504a17061344f670f851833411717fef66920f13cd7", size = 2660269, upload-time = "2026-03-30T08:50:21.266Z" },
+    { url = "https://files.pythonhosted.org/packages/51/04/a6bb47942ad52901d777a649324d3203cf19d487f1d446263637f7a5bf12/grpcio_tools-1.80.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:57da9e19607fac4a01c48ead333c0dd15d91ed38794dce1194eda308f73e2038", size = 3109798, upload-time = "2026-03-30T08:50:23.267Z" },
+    { url = "https://files.pythonhosted.org/packages/be/50/7ee69b2919916739787d725f205b878e8d1619dd30422b8278e324664669/grpcio_tools-1.80.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:90968f751851abb8b145593609800fa70c837e1c93ba0792c480b1c8d8bc29ef", size = 3658930, upload-time = "2026-03-30T08:50:25.458Z" },
+    { url = "https://files.pythonhosted.org/packages/92/61/6d50783092b0e8bbcb04152d5388bf50ecf3ea2f783d95288ff6c3bb00fa/grpcio_tools-1.80.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b69dc5d6376ab43406304d1e2fc61ccf960b287d4325d77c3d45448c37a9d2da", size = 3326562, upload-time = "2026-03-30T08:50:27.809Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/58/d272ba549f6b1f0d8504f5fc4cd0a296f2c495a64d6e987fe871c4151557/grpcio_tools-1.80.0-cp310-cp310-win32.whl", hash = "sha256:3e8dcfebe34cb54df095de3d5871a4562a85a29f26d0f8bb41ee2c3dcfb11c3c", size = 997620, upload-time = "2026-03-30T08:50:29.959Z" },
+    { url = "https://files.pythonhosted.org/packages/70/5f/9f45a9946a0298711c72ca48b2c1f46a7d0c207a44cd3e4bb59d04556ba3/grpcio_tools-1.80.0-cp310-cp310-win_amd64.whl", hash = "sha256:fc622ed4ca400695f41c9eae3266276c6ba007e4c28164ce53b44e7ccc5e492b", size = 1162466, upload-time = "2026-03-30T08:50:32.242Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/d7/225dc91e6cb4f8d4830f16a478a468e9c6f342dcdf8cacc3772cc1d1f607/grpcio_tools-1.80.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:1c43e5c768578fe0c6de3dbfaabe64af642951e1aa05c487cacedda63fa6c6c4", size = 2549937, upload-time = "2026-03-30T08:50:34.651Z" },
+    { url = "https://files.pythonhosted.org/packages/97/3d/a3684cb7677f3bea8db434eae02a9ce30135d7a268cd473b1bc8041c4722/grpcio_tools-1.80.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:a225348456575f3ac7851d8e23163195e76d2a905ee340cf73f33da62fba08aa", size = 5713099, upload-time = "2026-03-30T08:50:37.158Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/81/5665c697173ec346076358bfbfed0f7386825852494593ca14386478dfee/grpcio_tools-1.80.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:a9396f02820d3f51c368c2c9dee15c55c77636c91be48a4d5c702e98d6fe0fdc", size = 2595776, upload-time = "2026-03-30T08:50:39.087Z" },
+    { url = "https://files.pythonhosted.org/packages/03/4f/fb81384f08a8226fa079972ba88272ac6277581fc72e8ab234d74c7e065b/grpcio_tools-1.80.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:797c08460cae16b402326eac329aec720dccf45c9f9279b95a352792eb53cf0f", size = 2909144, upload-time = "2026-03-30T08:50:40.922Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/9c/c957618f1c2a3195ecf5e83b03edcb364c2c1391f74183cb76e5763fa536/grpcio_tools-1.80.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1872a867eb6217de19edb70a4ce4a374ced9d94293533dfd42fa649713f55bf4", size = 2660477, upload-time = "2026-03-30T08:50:42.766Z" },
+    { url = "https://files.pythonhosted.org/packages/42/c7/23913da184febfd4eaf04de256a26bc5ff0411a5feb753e2adcff10fa86a/grpcio_tools-1.80.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:db122ba5ee357e3bb14e8944d69bbebcbdae91d5eace29ed4df3edc53cbc6528", size = 3110164, upload-time = "2026-03-30T08:50:44.761Z" },
+    { url = "https://files.pythonhosted.org/packages/af/fa/b25ed85ebdb0396910eaa250b1346d75527d22fca586265416bd4330dcd5/grpcio_tools-1.80.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:ddefd48c227e6f4d640fe576fac5fb2c4a8898196f513604c8ec7671b3b3d421", size = 3658988, upload-time = "2026-03-30T08:50:47.546Z" },
+    { url = "https://files.pythonhosted.org/packages/60/85/2a55147cc9645e2ed777d1afcd2dc68cb34ba6f6c726bd4378ddb001a5ea/grpcio_tools-1.80.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:970ec058fa469dd6dae6ebc687501c5da670d95dead75f62f5b0933dce2c9794", size = 3326662, upload-time = "2026-03-30T08:50:49.59Z" },
+    { url = "https://files.pythonhosted.org/packages/68/ed/b05bee2a992e6f9bda81909692ea920d0896cfa05c5c9dd77ba03f2d22fb/grpcio_tools-1.80.0-cp311-cp311-win32.whl", hash = "sha256:526b4402d47a0e9b31cd6087e42b7674784617916cc73c764e0bc35ed41b4ee5", size = 997969, upload-time = "2026-03-30T08:50:51.539Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/9a/cb50c8270e2f6285ff2761130ae257ac4e51789ded4b9d9710ce0381814d/grpcio_tools-1.80.0-cp311-cp311-win_amd64.whl", hash = "sha256:ee101ecda7231770f6a5da1024a9a6ed587a7785f8fe23ab8283f4a1acb3ffe6", size = 1162742, upload-time = "2026-03-30T08:50:54.232Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/b9/65929df8c9614792db900a8e45d4997fadbd1734c827da3f0eb1f2fe4866/grpcio_tools-1.80.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:d19d5a8244311947b96f749c417b32d144641c6953f1164824579e1f0a51d040", size = 2550856, upload-time = "2026-03-30T08:50:57.3Z" },
+    { url = "https://files.pythonhosted.org/packages/28/17/af1557544d68d1aeca9d9ea53ed16524022d521fec6ba334ab3530e9c1a6/grpcio_tools-1.80.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:fb599a3dc89ed1bb24489a2724b2f6dd4cddbbf0f7bdd69c073477bab0dc7554", size = 5710883, upload-time = "2026-03-30T08:51:00.077Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/48/aa9b4f7519ca972bc40d315d5c28f05ca28fa08de13d4e8b69f551b798ab/grpcio_tools-1.80.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:623ee31fc2ff7df9a987b4f3d139c30af17ce46a861ae0e25fb8c112daa32dd8", size = 2598004, upload-time = "2026-03-30T08:51:02.102Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/b8/b01371c119924b3beca1fe3f047b1bc2cdc66b3d37f0f3acc9d10c567a43/grpcio_tools-1.80.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b46570a68378539ee2b75a5a43202561f8d753c832798b1047099e3c551cf5d6", size = 2909568, upload-time = "2026-03-30T08:51:04.159Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/7c/1108f7bdb58475a7e701ec89b55eb494538b6e76acd211ba0d4cc5fd28e8/grpcio_tools-1.80.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:51caf99c28999e7e0f97e9cea190c1405b7681a57bb2e0631205accd92b43fa4", size = 2660938, upload-time = "2026-03-30T08:51:06.126Z" },
+    { url = "https://files.pythonhosted.org/packages/67/59/d1c0063d4cd3b85363c7044ff3e5159d6d5df96e2692a9a5312d9c8cb290/grpcio_tools-1.80.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:cdaa1c9aa8d3a87891a96700cadd29beec214711d6522818d207277f6452567c", size = 3113814, upload-time = "2026-03-30T08:51:08.834Z" },
+    { url = "https://files.pythonhosted.org/packages/76/21/18d34a4efe524c903cf66b0cfa5260d81f277b6ae668b647edf795df9ce5/grpcio_tools-1.80.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3399b5fd7b59bcffd59c6b9975a969d9f37a3c87f3e3d63c3a09c147907acb0d", size = 3662793, upload-time = "2026-03-30T08:51:11.094Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/40/cf2d9295a6bd593244ea703858f8fc2efd315046ca3ef7c6f9ebc5b810fa/grpcio_tools-1.80.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:9c6abc08d3485b2aac99bb58afcd31dc6cd4316ce36cf263ff09cb6df15f287f", size = 3329149, upload-time = "2026-03-30T08:51:13.066Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/1d/fc34b32167966df20d69429b71dfca83c48434b047a5ac4fd6cd91ca4eed/grpcio_tools-1.80.0-cp312-cp312-win32.whl", hash = "sha256:18c51e07652ac7386fcdbd11866f8d55a795de073337c12447b5805575339f74", size = 997519, upload-time = "2026-03-30T08:51:14.87Z" },
+    { url = "https://files.pythonhosted.org/packages/91/98/6d6563cdf51085b75f8ec24605c6f2ce84197571878ca8ab4af949c6be2d/grpcio_tools-1.80.0-cp312-cp312-win_amd64.whl", hash = "sha256:ac6fdd42d5bb18f0d903a067e2825be172deff70cf197164b6f65676cb506c9b", size = 1162407, upload-time = "2026-03-30T08:51:16.793Z" },
+    { url = "https://files.pythonhosted.org/packages/44/d9/f7887a4805939e9a85d03744b66fc02575dc1df3c3e8b4d9ec000ee7a33d/grpcio_tools-1.80.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:e7046837859bbfd10b01786056145480155c16b222c9e209215b68d3be13060e", size = 2550319, upload-time = "2026-03-30T08:51:19.117Z" },
+    { url = "https://files.pythonhosted.org/packages/57/5a/c8a05b32bd7203f1b9f4c0151090a2d6179d6c97692d32f2066dc29c67a6/grpcio_tools-1.80.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:a447f28958a8fe84ff0d9d3d9473868feb27ee4a9c9c805e66f5b670121cec59", size = 5709681, upload-time = "2026-03-30T08:51:21.991Z" },
+    { url = "https://files.pythonhosted.org/packages/82/6b/794350ed645c12c310008f97068f6a6fd927150b0d0d08aad1d909e880b1/grpcio_tools-1.80.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:75f00450e08fe648ad8a1eeb25bc52219679d54cdd02f04dfdddc747309d83f6", size = 2596820, upload-time = "2026-03-30T08:51:24.323Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/b2/b39e7b79f7c878135e0784a53cd7260ee77260c8c7f2c9e46bca8e05d017/grpcio_tools-1.80.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:3db830eaff1f2c2797328f2fa86c9dcdbd7d81af573a68db81e27afa2182a611", size = 2909193, upload-time = "2026-03-30T08:51:27.025Z" },
+    { url = "https://files.pythonhosted.org/packages/10/f3/abe089b058f87f9910c9a458409505cbeb0b3e1c2d993a79721d02ee6a32/grpcio_tools-1.80.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7982b5fe42f012686b667dda12916884de95c4b1c65ff64371fb7232a1474b23", size = 2660197, upload-time = "2026-03-30T08:51:29.392Z" },
+    { url = "https://files.pythonhosted.org/packages/09/c3/3f7806ad8b731d8a89fe3c6ed496473abd1ef4c9c42c9e9a8836ce96e377/grpcio_tools-1.80.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6451b3f4eb52d12c7f32d04bf8e0185f80521f3f088ad04b8d222b3a4819c71e", size = 3113144, upload-time = "2026-03-30T08:51:31.671Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/f5/415ef205e0b7e75d2a2005df6120145c4f02fda28d7b3715b55d924fe1a4/grpcio_tools-1.80.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:258bc30654a9a2236be4ca8e2ad443e2ac6db7c8cc20454d34cce60265922726", size = 3661897, upload-time = "2026-03-30T08:51:34.849Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/d3/2ad54764c2a9547080dd8518f4a4dc7899c7e6e747a1b1de542ce6a12066/grpcio_tools-1.80.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:865a2b8e6334c838976ab02a322cbd55c863d2eaf3c1e1a0255883c63996772a", size = 3328786, upload-time = "2026-03-30T08:51:37.265Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/63/23ab7db01f9630ab4f3742a2fc9fbff38b0cfc30c976114f913950664a75/grpcio_tools-1.80.0-cp313-cp313-win32.whl", hash = "sha256:f760ac1722f33e774814c37b6aa0444143f612e85088ead7447a0e9cd306a1f1", size = 997087, upload-time = "2026-03-30T08:51:39.137Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/af/b1c1c4423fb49cb7c8e9d2c02196b038c44160b7028b425466743c6c81fa/grpcio_tools-1.80.0-cp313-cp313-win_amd64.whl", hash = "sha256:7843b9ac6ff8ca508424d0dd968bd9a1a4559967e4a290f26be5bd6f04af2234", size = 1162167, upload-time = "2026-03-30T08:51:41.498Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/44/7beeee2348f9f412804f5bf80b7d13b81d522bf926a338ae3da46b2213b7/grpcio_tools-1.80.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:12f950470449dbeec78317dbc090add7a00eb6ca812af7b0538ab7441e0a42c3", size = 2550303, upload-time = "2026-03-30T08:51:44.373Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/aa/f77dd85409a1855f8c6319ffc69d81e8c3ffe122ee3a7136653e1991d8b6/grpcio_tools-1.80.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:d3f9a376a29c9adf62bb56f7ff5bc81eb4abeaf53d1e7dde5015564832901a51", size = 5709778, upload-time = "2026-03-30T08:51:47.112Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/7c/ab7af4883ebdfdc228b853de89fed409703955e8d47285b321a5794856bd/grpcio_tools-1.80.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1ba1ffbf2cff71533615e2c5a138ed5569611eec9ae7f9c67b8898e127b54ac0", size = 2597928, upload-time = "2026-03-30T08:51:49.494Z" },
+    { url = "https://files.pythonhosted.org/packages/22/e8/4381a963d472e3ab6690ba067ed2b1f1abf8518b10f402678bd2dcb79a54/grpcio_tools-1.80.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:13f60f8d9397c514c6745a967d22b5c8c698347e88deebca1ff2e1b94555e450", size = 2909333, upload-time = "2026-03-30T08:51:52.124Z" },
+    { url = "https://files.pythonhosted.org/packages/94/cb/356b5fdf79dd99455b425fb16302fe60995554ceb721afbf3cf770a19208/grpcio_tools-1.80.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:88d77bad5dd3cd5e6f952c4ecdd0ee33e0c02ecfc2e4b0cbee3391ac19e0a431", size = 2660217, upload-time = "2026-03-30T08:51:55.066Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/d7/1752018cc2c36b2c5612051379e2e5f59f2dbe612de23e817d2f066a9487/grpcio_tools-1.80.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:017945c3e98a4ed1c4e21399781b4137fc08dfc1f802c8ace2e64ef52d32b142", size = 3113896, upload-time = "2026-03-30T08:51:57.3Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/17/695bbe454f70df35c03e22b48c5314683b913d3e6ed35ec90d065418c1ab/grpcio_tools-1.80.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:a33e265d4db803495007a6c623eafb0f6b9bb123ff4a0af89e44567dad809b88", size = 3661950, upload-time = "2026-03-30T08:51:59.867Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/d0/533d87629ec823c02c9169ee20228f734c264b209dcdf55268b5a14cde0a/grpcio_tools-1.80.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6c129da370c5f85f569be2e545317dda786a60dd51d7deea29b03b0c05f6aac3", size = 3328755, upload-time = "2026-03-30T08:52:02.942Z" },
+    { url = "https://files.pythonhosted.org/packages/08/a1/504d7838770c73a9761e8a8ff4869dba1146b44f297ff0ac6641481942d3/grpcio_tools-1.80.0-cp314-cp314-win32.whl", hash = "sha256:25742de5958ae4325249a37e724e7c0e5120f8e302a24a977ebd1737b48a5e97", size = 1019620, upload-time = "2026-03-30T08:52:05.342Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/75/8b7cd281c5cdfb4ca2c308f7e9b2799bab2be6e7a9e9212ea5a82e2aecd4/grpcio_tools-1.80.0-cp314-cp314-win_amd64.whl", hash = "sha256:bbf8eeef78fda1966f732f79c1c802fadd5cfd203d845d2af4d314d18569069c", size = 1194210, upload-time = "2026-03-30T08:52:08.105Z" },
 ]
 
 [[package]]
@@ -966,14 +966,14 @@ wheels = [
 
 [[package]]
 name = "langchain-protocol"
-version = "0.0.15"
+version = "0.0.17"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/44/b3/4e2429876c7a35585618caa2b9f9089f7162a6b50562b614ad82ac11c17e/langchain_protocol-0.0.17.tar.gz", hash = "sha256:e7cbe58c205df4b4fd87dc6d5bb23f10e13b236d0e2e1b0b9d05bc2b648f3eea", size = 6026, upload-time = "2026-06-12T18:39:51.923Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
+    { url = "https://files.pythonhosted.org/packages/13/0a/a1bfe72c6ec856e99773bbd96c8086421e554b3693d0142b9ea009c6ac92/langchain_protocol-0.0.17-py3-none-any.whl", hash = "sha256:982a08fe152586ed10d4ff3d538c2e0b5766e5f307cdea325e10be3f2c17cae6", size = 7096, upload-time = "2026-06-12T18:39:50.973Z" },
 ]
 
 [[package]]
@@ -995,7 +995,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-api"
-version = "0.8.0"
+version = "0.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cloudpickle", marker = "python_full_version >= '3.11'" },
@@ -1007,6 +1007,7 @@ dependencies = [
     { name = "httpx", marker = "python_full_version >= '3.11'" },
     { name = "jsonschema-rs", marker = "python_full_version >= '3.11'" },
     { name = "langchain-core", marker = "python_full_version >= '3.11'" },
+    { name = "langchain-protocol", marker = "python_full_version >= '3.11'" },
     { name = "langgraph", marker = "python_full_version >= '3.11'" },
     { name = "langgraph-checkpoint", marker = "python_full_version >= '3.11'" },
     { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11'" },
@@ -1027,11 +1028,12 @@ dependencies = [
     { name = "uvicorn", marker = "python_full_version >= '3.11'" },
     { name = "uvloop", marker = "python_full_version >= '3.11' and sys_platform != 'win32'" },
     { name = "watchfiles", marker = "python_full_version >= '3.11'" },
+    { name = "websockets", marker = "python_full_version >= '3.11'" },
     { name = "zstandard", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e2/43/bbe861a620b3cd3a0e622ade25a90618ec9f960994b88e0e7fb71732ac8c/langgraph_api-0.8.0.tar.gz", hash = "sha256:38f5102fc1c33103697dcf0f01fc3314eb20ca7fc1f02c7b06886c92a822cc3e", size = 671157, upload-time = "2026-04-16T20:32:35.273Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7d/17/a23ecdad3de7e48209bc8d534312ba83e332126ec60da9e6487461b02597/langgraph_api-0.10.0.tar.gz", hash = "sha256:f594a160857e2cd7fb2352bba585111177a4a394625ad0cf5898814754fb7bc1", size = 713903, upload-time = "2026-06-11T14:36:50.469Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d0/77/b5f0784cbb18938f19786ed6e87e0f0a5f143acd8e9aea300817a50c91ed/langgraph_api-0.8.0-py3-none-any.whl", hash = "sha256:09575711d50300a6d6816e76907ff55d4a611167717e20639bfcdd2f76c2fb36", size = 558327, upload-time = "2026-04-16T20:32:33.544Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/38/6b0cdcaaed9b3105102b452a5a70fb08894a9511458cf00c061c4725347c/langgraph_api-0.10.0-py3-none-any.whl", hash = "sha256:f4b545bf1936c4e90bed1cc07a6852b1be37e1667007ab4736d800cc18e9f9b3", size = 577475, upload-time = "2026-06-11T14:36:48.838Z" },
 ]
 
 [[package]]
@@ -1143,7 +1145,7 @@ wheels = [
 
 [[package]]
 name = "langgraph-runtime-inmem"
-version = "0.27.4"
+version = "0.30.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "blockbuster", marker = "python_full_version >= '3.11'" },
@@ -1154,9 +1156,9 @@ dependencies = [
     { name = "starlette", marker = "python_full_version >= '3.11'" },
     { name = "structlog", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/15/f7/99ebb2ac0e13cd10b62794de19be5563c1c91dd1e44e11dc1184fda7aae2/langgraph_runtime_inmem-0.27.4.tar.gz", hash = "sha256:ff41a31bf22999ebb11aedde722838aff4a218510d0d8a6c8d14e8f9cc58d00d", size = 115323, upload-time = "2026-04-16T02:00:52.951Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/98/19/5d330e22e3ee2569742d3577b4ddfbb6b8e383f2edd9724b4a4b73735717/langgraph_runtime_inmem-0.30.0.tar.gz", hash = "sha256:31954e1de6cd43c284b425243d4faeae818f68b3daca4dbe4313e651b6f5e11d", size = 129940, upload-time = "2026-06-11T14:22:46.985Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/09/3f/1f07b8b1b077d1c7899f80a4d08ab01967f3aae48c40d5db2f8f62a07e97/langgraph_runtime_inmem-0.27.4-py3-none-any.whl", hash = "sha256:0a60a22e5e2b58983e845c709655d82730e5427e5fb2b94eec52b33424fc4ff8", size = 47543, upload-time = "2026-04-16T02:00:51.495Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/df/cfb15c70fa4dcab9ea48f8fda9f4ed87d1767eea6e4d2901dc704da297ba/langgraph_runtime_inmem-0.30.0-py3-none-any.whl", hash = "sha256:08a36b83b5e32fe6e30cb25062a1e671a42e2a0206e4043cc95f41198dcbbb12", size = 51762, upload-time = "2026-06-11T14:22:46.012Z" },
 ]
 
 [[package]]
@@ -1177,7 +1179,7 @@ wheels = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.0"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx", marker = "python_full_version >= '3.11'" },
@@ -1187,12 +1189,13 @@ dependencies = [
     { name = "requests", marker = "python_full_version >= '3.11'" },
     { name = "requests-toolbelt", marker = "python_full_version >= '3.11'" },
     { name = "uuid-utils", marker = "python_full_version >= '3.11'" },
+    { name = "websockets", marker = "python_full_version >= '3.11'" },
     { name = "xxhash", marker = "python_full_version >= '3.11'" },
     { name = "zstandard", marker = "python_full_version >= '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [package.optional-dependencies]
@@ -1730,11 +1733,11 @@ wheels = [
 
 [[package]]
 name = "pyjwt"
-version = "2.12.1"
+version = "2.13.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/c2/27/a3b6e5bf6ff856d2509292e95c8f57f0df7017cf5394921fc4e4ef40308a/pyjwt-2.12.1.tar.gz", hash = "sha256:c74a7a2adf861c04d002db713dd85f84beb242228e671280bf709d765b03672b", size = 102564, upload-time = "2026-03-13T19:27:37.25Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3b/81/58d0ac84e1ef3a3843791d6954d94c0b33d526c75eeb1efbce9d0a4c4077/pyjwt-2.13.0.tar.gz", hash = "sha256:41571c89ca91598c79e8ef18a2d07367d4810fbbd6f637794879baf1b7703423", size = 107515, upload-time = "2026-05-21T19:54:36.618Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e5/7a/8dd906bd22e79e47397a61742927f6747fe93242ef86645ee9092e610244/pyjwt-2.12.1-py3-none-any.whl", hash = "sha256:28ca37c070cad8ba8cd9790cd940535d40274d22f80ab87f3ac6a713e6e8454c", size = 29726, upload-time = "2026-03-13T19:27:35.677Z" },
+    { url = "https://files.pythonhosted.org/packages/a3/5e/ecf12fdb62546d64385c158514e9b2b671f7832108ef2ecd2020ce0af2d1/pyjwt-2.13.0-py3-none-any.whl", hash = "sha256:66adcc2aff09b3f1bbd95fc1e1577df8ac8723c978552fd43304c8a290ac5728", size = 31274, upload-time = "2026-05-21T19:54:35.362Z" },
 ]
 
 [[package]]
@@ -2029,15 +2032,15 @@ wheels = [
 
 [[package]]
 name = "starlette"
-version = "1.0.1"
+version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio", marker = "python_full_version >= '3.11'" },
     { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/08/a3/84e821cc54b4ab50ae6dbc6ac3800a651b65ec35f045cc73785380654057/starlette-1.0.1.tar.gz", hash = "sha256:512399c5f1de7fac99c88572212ded9ddeddef2fb32afa82d724000e88b38f4f", size = 2659596, upload-time = "2026-05-21T21:58:58.433Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/eb/e3/7c1dc7381d9f8ab7d854328ebfa884e62cb3f3d8549ddfd37c7814f42afa/starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0", size = 2703240, upload-time = "2026-06-12T09:23:11.602Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ec/e1/b2df4bc09a1e51ff664c1e17018a4274b42e5e9352e4a478ea540512dc88/starlette-1.0.1-py3-none-any.whl", hash = "sha256:7c0e69b2ee1c848bd54669d908500117a3ee13de603a21427e5c6fc1adf98dcd", size = 72802, upload-time = "2026-05-21T21:58:56.551Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/bb/2799cc2ede3ed41131f8975621e7213dfc7ef4acbbaadfa440f32500c370/starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6", size = 73632, upload-time = "2026-06-12T09:23:10.017Z" },
 ]
 
 [[package]]

libs/langgraph/langgraph/_internal/_config.py

@@ -20,6 +20,7 @@ from langchain_core.runnables.config import (
 from langgraph.checkpoint.base import CheckpointMetadata
 
 from langgraph._internal._constants import (
+    _CHECKPOINT_COORDINATE_KEYS,
     CONF,
     CONFIG_KEY_CHECKPOINT_ID,
     CONFIG_KEY_CHECKPOINT_MAP,
@@ -342,6 +343,28 @@ def ensure_config(*configs: RunnableConfig | None) -> RunnableConfig:
                 if _is_not_empty(v)
             },
         )
+    # An explicit config that supplies its own checkpoint coordinate (a
+    # thread_id, or any checkpoint_ns/checkpoint_id/checkpoint_map) is addressing
+    # its own checkpoint lineage, so drop the inherited ambient configurable
+    # rather than merging over it: a child graph invoked inside a parent node
+    # would otherwise write its checkpoints under the parent's namespace and
+    # never find them again. An explicit thread_id resets even when it equals the
+    # ambient one, since a child reusing the parent's thread id still addresses
+    # its own root namespace, not the parent task's. Configs that only refine
+    # other keys keep the ambient and shallow-merge over it below.
+    if empty.get(CONF):
+        for config in configs:
+            if config is None:
+                continue
+            explicit_configurable = config.get(CONF)
+            if not explicit_configurable:
+                continue
+            if any(
+                _is_not_empty(explicit_configurable.get(k))
+                for k in _CHECKPOINT_COORDINATE_KEYS
+            ):
+                empty[CONF] = {}
+                break
     for config in configs:
         if config is None:
             continue

libs/langgraph/langgraph/_internal/_constants.py

@@ -95,6 +95,15 @@ NULL_TASK_ID = sys.intern("00000000-0000-0000-0000-000000000000")
 OVERWRITE = sys.intern("__overwrite__")
 # dict key for the overwrite value, used as `{'__overwrite__': value}`
 
+# Checkpoint coordinate keys: when any of these appear in an explicit
+# configurable, the caller is addressing its own checkpoint lineage.
+_CHECKPOINT_COORDINATE_KEYS = (
+    CONFIG_KEY_THREAD_ID,
+    CONFIG_KEY_CHECKPOINT_NS,
+    CONFIG_KEY_CHECKPOINT_ID,
+    CONFIG_KEY_CHECKPOINT_MAP,
+)
+
 # redefined to avoid circular import with langgraph.constants
 _TAG_HIDDEN = sys.intern("langsmith:hidden")
 

libs/langgraph/langgraph/pregel/_checkpoint.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import uuid
 from collections.abc import Callable, Mapping
 from datetime import datetime, timezone
 from typing import Any, cast
@@ -34,6 +35,17 @@ def empty_checkpoint() -> Checkpoint:
     )
 
 
+def exit_delta_task_id(step: int, task_id: str) -> str:
+    """Synthetic task id for exit-mode DeltaChannel writes.
+
+    Embeds the superstep in the first UUID group so `ORDER BY task_id, idx`
+    preserves chronological order while remaining a valid RFC UUID (required by
+    Postgres `checkpoint_writes.task_id uuid` columns).
+    """
+    parts = str(uuid.UUID(task_id)).split("-")
+    return f"{step:08d}-{parts[1]}-{parts[2]}-{parts[3]}-{parts[4]}"
+
+
 def delta_channels_to_snapshot(
     channels: Mapping[str, BaseChannel],
     counters_since_delta_snapshot: Mapping[str, tuple[int, int]],
@@ -58,6 +70,42 @@ def delta_channels_to_snapshot(
     return result
 
 
+def advance_delta_counters(
+    channels: Mapping[str, BaseChannel],
+    prev_metadata: Mapping[str, Any] | None,
+    updated_channels: set[str] | None,
+) -> tuple[dict[str, tuple[int, int]], set[str]]:
+    """Advance per-delta-channel `(updates, supersteps)` counters one step.
+
+    Mirrors the counter bookkeeping in `PregelLoop._put_checkpoint`: every
+    superstep bumps `supersteps` for all delta channels and `updates` for
+    those written this step, then channels that hit their snapshot cadence
+    are reset to `(0, 0)`.
+
+    Used by `update_state` (which creates a delta checkpoint outside the
+    main loop) so the written checkpoint carries a correct
+    `counters_since_delta_snapshot` — without it, the supersteps-based
+    `get_delta_channel_history` walk can't locate the seed. Returns
+    `(new_counters, channels_to_snapshot)`; callers drop `(0, 0)` entries
+    before writing the metadata field.
+    """
+    prev = dict((prev_metadata or {}).get("counters_since_delta_snapshot") or {})
+    updated = updated_channels or set()
+    new_counters: dict[str, tuple[int, int]] = {}
+    for name, ch in channels.items():
+        if not isinstance(ch, DeltaChannel):
+            continue
+        u, s = prev.get(name, (0, 0))
+        s += 1
+        if name in updated:
+            u += 1
+        new_counters[name] = (u, s)
+    channels_to_snapshot = delta_channels_to_snapshot(channels, new_counters)
+    for k in channels_to_snapshot:
+        new_counters[k] = (0, 0)
+    return new_counters, channels_to_snapshot
+
+
 def create_checkpoint(
     checkpoint: Checkpoint,
     channels: Mapping[str, BaseChannel] | None,

libs/langgraph/langgraph/pregel/_loop.py

@@ -102,6 +102,7 @@ from langgraph.pregel._checkpoint import (
     create_checkpoint,
     delta_channels_to_snapshot,
     empty_checkpoint,
+    exit_delta_task_id,
 )
 from langgraph.pregel._executor import (
     AsyncBackgroundExecutor,
@@ -1272,7 +1273,7 @@ class PregelLoop:
             },
         )
         for (step, tid), entries in grouped.items():
-            synth_tid = f"{step:08d}-{tid}"
+            synth_tid = exit_delta_task_id(step, tid)
             if self.checkpointer_put_writes_accepts_task_path:
                 fut = self.submit(
                     self.checkpointer_put_writes,

libs/langgraph/langgraph/pregel/main.py

@@ -130,6 +130,7 @@ from langgraph.pregel._algo import (
 from langgraph.pregel._call import identifier
 from langgraph.pregel._checkpoint import (
     achannels_from_checkpoint,
+    advance_delta_counters,
     channels_from_checkpoint,
     copy_checkpoint,
     create_checkpoint,
@@ -2032,15 +2033,40 @@ class Pregel(
                 checkpointer.get_next_version,
                 self.trigger_to_nodes,
             )
-            checkpoint = create_checkpoint(checkpoint, channels, step + 1)
+            # Advance delta-channel snapshot counters for this manual super-
+            # step so the written checkpoint carries a correct
+            # `counters_since_delta_snapshot` (mirrors the main loop). Without
+            # it, the supersteps-based delta history walk can't find the seed.
+            updated_channel_names = {
+                c for task in run_tasks for c, _ in task.writes if c != PUSH
+            }
+            new_counters, channels_to_snapshot = advance_delta_counters(
+                channels,
+                saved.metadata if saved else None,
+                updated_channel_names,
+            )
+            # Keep `updated_channels` at its default (None) — matching the
+            # historical checkpoint shape here — so resume/trigger semantics
+            # (e.g. deferred nodes) are unaffected. `get_next_version` /
+            # `channels_to_snapshot` are no-ops unless a delta channel snapshots.
+            checkpoint = create_checkpoint(
+                checkpoint,
+                channels,
+                step + 1,
+                get_next_version=checkpointer.get_next_version,
+                channels_to_snapshot=channels_to_snapshot,
+            )
+            update_metadata: dict[str, Any] = {
+                "source": "update",
+                "step": step + 1,
+                "parents": saved.metadata.get("parents", {}) if saved else {},
+            }
+            if non_zero := {k: v for k, v in new_counters.items() if v != (0, 0)}:
+                update_metadata["counters_since_delta_snapshot"] = non_zero
             next_config = checkpointer.put(
                 checkpoint_config,
                 checkpoint,
-                {
-                    "source": "update",
-                    "step": step + 1,
-                    "parents": saved.metadata.get("parents", {}) if saved else {},
-                },
+                update_metadata,
                 get_new_channel_versions(
                     checkpoint_previous_versions, checkpoint["channel_versions"]
                 ),
@@ -2500,16 +2526,41 @@ class Pregel(
                 checkpointer.get_next_version,
                 self.trigger_to_nodes,
             )
-            checkpoint = create_checkpoint(checkpoint, channels, step + 1)
+            # Advance delta-channel snapshot counters for this manual super-
+            # step so the written checkpoint carries a correct
+            # `counters_since_delta_snapshot` (mirrors the main loop). Without
+            # it, the supersteps-based delta history walk can't find the seed.
+            updated_channel_names = {
+                c for task in run_tasks for c, _ in task.writes if c != PUSH
+            }
+            new_counters, channels_to_snapshot = advance_delta_counters(
+                channels,
+                saved.metadata if saved else None,
+                updated_channel_names,
+            )
+            # Keep `updated_channels` at its default (None) — matching the
+            # historical checkpoint shape here — so resume/trigger semantics
+            # (e.g. deferred nodes) are unaffected. `get_next_version` /
+            # `channels_to_snapshot` are no-ops unless a delta channel snapshots.
+            checkpoint = create_checkpoint(
+                checkpoint,
+                channels,
+                step + 1,
+                get_next_version=checkpointer.get_next_version,
+                channels_to_snapshot=channels_to_snapshot,
+            )
+            update_metadata: dict[str, Any] = {
+                "source": "update",
+                "step": step + 1,
+                "parents": saved.metadata.get("parents", {}) if saved else {},
+            }
+            if non_zero := {k: v for k, v in new_counters.items() if v != (0, 0)}:
+                update_metadata["counters_since_delta_snapshot"] = non_zero
             # save checkpoint, after applying writes
             next_config = await checkpointer.aput(
                 checkpoint_config,
                 checkpoint,
-                {
-                    "source": "update",
-                    "step": step + 1,
-                    "parents": saved.metadata.get("parents", {}) if saved else {},
-                },
+                update_metadata,
                 get_new_channel_versions(
                     checkpoint_previous_versions, checkpoint["channel_versions"]
                 ),

libs/langgraph/langgraph/stream/run_stream.py

@@ -132,13 +132,23 @@ class GraphRunStream:
     def abort(self) -> None:
         """Stop the run early.
 
-        Closes the mux and marks the stream exhausted. The graph
-        iterator is dropped; any in-flight nodes see the closure on
-        their next yield point. Idempotent.
+        Closes the underlying graph iterator (propagating `GeneratorExit`
+        so in-flight nodes and subgraphs are cancelled), closes the mux,
+        and marks the stream exhausted. Idempotent.
         """
         if self._exhausted:
             return
         self._exhausted = True
+        graph_iter = self._graph_iter
+        self._graph_iter = None
+        if (
+            graph_iter is not None
+            and (close := getattr(graph_iter, "close", None)) is not None
+        ):
+            try:
+                close()
+            except Exception:
+                pass
         try:
             self._mux.close()
         except Exception:
@@ -348,6 +358,8 @@ class AsyncGraphRunStream:
         self._scope_list: list[str] = list(mux.scope)
         self._pump_cond = asyncio.Condition()
         self._pumping = False
+        self._anext_task: asyncio.Future[Any] | None = None
+        self._aborting = False
         for key in mux.native_keys:
             setattr(self, key, mux.extensions[key])
         if wire_pump:
@@ -407,7 +419,25 @@ class AsyncGraphRunStream:
 
         try:
             try:
-                part = await self._graph_aiter.__anext__()
+                # Run the pull as a child task so `abort()` can cancel it
+                # mid-flight. Cancelling propagates `CancelledError` into the
+                # graph generator frame -> Pregel loop -> nested subgraph
+                # nodes, which a bare `aclose()` cannot do while the generator
+                # is running ("asynchronous generator is already running").
+                self._anext_task = asyncio.ensure_future(self._graph_aiter.__anext__())
+                try:
+                    part = await self._anext_task
+                except asyncio.CancelledError:
+                    if self._aborting:
+                        # Abort-initiated cancel: stop gracefully.
+                        self._exhausted = True
+                        return False
+                    # Genuine external cancel of this task: also stop the
+                    # in-flight pull, then propagate.
+                    self._anext_task.cancel()
+                    raise
+                finally:
+                    self._anext_task = None
                 event = convert_to_protocol_event(part)
                 self._observe_event(event)
                 await self._mux.apush(event)
@@ -428,15 +458,40 @@ class AsyncGraphRunStream:
     async def abort(self) -> None:
         """Stop the run early.
 
-        Marks the stream exhausted, wakes any pump-waiters, and closes
-        the mux. Any `apush` blocked on backpressure wakes and returns
-        without appending. Idempotent.
+        Marks the stream exhausted and wakes any pump-waiters. Cancels an
+        in-flight pull if one is running, then closes the underlying graph
+        iterator, so running nodes and nested subgraphs are cancelled
+        whether or not a pump is mid-pull. Closes the mux; any `apush`
+        blocked on backpressure wakes and returns without appending.
+        Idempotent.
         """
         async with self._pump_cond:
             if self._exhausted:
                 return
             self._exhausted = True
+            self._aborting = True
+            graph_aiter = self._graph_aiter
+            self._graph_aiter = None
+            anext_task = self._anext_task
             self._pump_cond.notify_all()
+        # If a pump is mid-pull, cancel it so the cancellation propagates
+        # into running nodes and nested subgraphs. Once it settles the
+        # generator is no longer running, so the `aclose()` below is a safe
+        # final cleanup (and handles the no-in-flight-pull case directly).
+        if anext_task is not None and not anext_task.done():
+            anext_task.cancel()
+            try:
+                await anext_task
+            except (asyncio.CancelledError, Exception):
+                pass
+        if (
+            graph_aiter is not None
+            and (aclose := getattr(graph_aiter, "aclose", None)) is not None
+        ):
+            try:
+                await aclose()
+            except Exception:
+                pass
         try:
             await self._mux.aclose()
         except Exception:

libs/langgraph/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "langgraph"
-version = "1.2.5"
+version = "1.2.6"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"

libs/langgraph/tests/test_delta_channel_exit_mode.py

@@ -6,6 +6,7 @@ channel), lazy stub creation when no parent exists, and proper read-path
 reconstruction via ancestor walks.
 """
 
+import uuid
 from typing import Annotated, Any
 
 import pytest
@@ -17,10 +18,28 @@ from typing_extensions import TypedDict
 from langgraph.channels.delta import DeltaChannel
 from langgraph.graph import START, StateGraph
 from langgraph.graph.message import _messages_delta_reducer
+from langgraph.pregel._checkpoint import exit_delta_task_id
 
 pytestmark = pytest.mark.anyio
 
 
+def test_exit_delta_task_id_is_valid_uuid_and_ordered() -> None:
+    """Exit-mode synthetic task ids must parse as UUID and sort by superstep."""
+    tid = "4f7226e4-0270-bf16-1ef8-fb321bef9f3d"
+    id1 = exit_delta_task_id(1, tid)
+    id7 = exit_delta_task_id(7, tid)
+
+    uuid.UUID(id1)
+    uuid.UUID(id7)
+    assert id1 < id7
+    assert id1.split("-")[0] == "00000001"
+    assert id7.split("-")[0] == "00000007"
+    assert id1.endswith("-0270-bf16-1ef8-fb321bef9f3d")
+
+    with pytest.raises(ValueError):
+        uuid.UUID(f"00000001-{tid}")
+
+
 def _build_graph(
     checkpointer: InMemorySaver,
     *,

libs/langgraph/tests/test_pregel.py

@@ -2755,23 +2755,26 @@ def test_in_one_fan_out_state_graph_waiting_edge_plus_regular(
         "answer": "doc1,doc2,doc3,doc4",
     }
 
-    assert [*app.stream({"query": "what is weather in sf"})] in (
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"qa": {"answer": "doc1,doc2,doc3,doc4"}},
-        ],
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"qa": {"answer": "doc1,doc2,doc3,doc4"}},
-        ],
+    rewrite = {"rewrite_query": {"query": "query: what is weather in sf"}}
+    analyzer = {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}}
+    empty_qa = {"qa": {"answer": ""}}
+    retriever_one_result = {"retriever_one": {"docs": ["doc1", "doc2"]}}
+    retriever_two_result = {"retriever_two": {"docs": ["doc3", "doc4"]}}
+
+    def assert_valid_stream_order(
+        chunks: list[dict[str, Any]], terminal: dict[str, Any]
+    ) -> None:
+        assert chunks[0] == rewrite
+        assert chunks[-1] == terminal
+        middle = chunks[1:-1]
+        assert sorted(middle, key=repr) == sorted(
+            [empty_qa, analyzer, retriever_one_result, retriever_two_result], key=repr
+        )
+        assert middle.index(analyzer) < middle.index(retriever_one_result)
+
+    assert_valid_stream_order(
+        [*app.stream({"query": "what is weather in sf"})],
+        {"qa": {"answer": "doc1,doc2,doc3,doc4"}},
     )
 
     app_w_interrupt = workflow.compile(
@@ -2780,25 +2783,9 @@ def test_in_one_fan_out_state_graph_waiting_edge_plus_regular(
     )
     config = {"configurable": {"thread_id": "1"}}
 
-    assert [
-        c for c in app_w_interrupt.stream({"query": "what is weather in sf"}, config)
-    ] in (
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"__interrupt__": ()},
-        ],
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"__interrupt__": ()},
-        ],
+    assert_valid_stream_order(
+        [c for c in app_w_interrupt.stream({"query": "what is weather in sf"}, config)],
+        {"__interrupt__": ()},
     )
 
     assert [c for c in app_w_interrupt.stream(None, config)] == [
@@ -6291,14 +6278,15 @@ def test_sync_streaming_with_functional_api() -> None:
     rather than have all the results arrive at once after the graph has completed.
 
     The time of arrival between the two updates corresponding to the two `slow` tasks
-    should be greater than the time delay between the two tasks.
+    should be roughly the task delay. If results are buffered until graph completion,
+    the two updates arrive back-to-back instead.
     """
 
     time_delay = 0.05
 
     @task()
     def slow() -> dict:
-        time.sleep(time_delay)  # Simulate a delay of 10 ms
+        time.sleep(time_delay)
         return {"tic": time.monotonic()}
 
     @entrypoint()
@@ -6316,8 +6304,9 @@ def test_sync_streaming_with_functional_api() -> None:
 
     assert len(arrival_times) == 2
     delta = arrival_times[1] - arrival_times[0]
-    # Delta cannot be less than 10 ms if it is streaming as results are generated.
-    assert delta > time_delay
+    # Allow a small amount of scheduler jitter while still verifying the chunks
+    # arrived separately rather than back-to-back after graph completion.
+    assert delta > time_delay * 0.8
 
 
 def test_entrypoint_without_checkpointer() -> None:

libs/langgraph/tests/test_pregel_stream_events_v3.py

@@ -607,6 +607,164 @@ class TestStreamV2Async:
             _ = await anext(aiter(run.values))
         assert run._exhausted is True
 
+    async def test_abort_cancels_running_subgraph(self) -> None:
+        class CountState(TypedDict):
+            count: int
+
+        runs: list[int] = []
+
+        async def sub_node(state: CountState) -> dict:
+            runs.append(state["count"] + 1)
+            await asyncio.sleep(0.05)
+            return {"count": state["count"] + 1}
+
+        sub_graph = (
+            StateGraph(CountState)
+            .add_node("sub_node", sub_node)
+            .set_entry_point("sub_node")
+            .add_conditional_edges(
+                "sub_node",
+                lambda s: END if s["count"] >= 10 else "sub_node",
+            )
+            .compile()
+        )
+
+        async def main_node(state: CountState) -> None:
+            await sub_graph.ainvoke({"count": 0})
+
+        main_graph = (
+            StateGraph(CountState)
+            .add_node("main_node", main_node)
+            .set_entry_point("main_node")
+            .compile()
+        )
+
+        run = await main_graph.astream_events({"count": 0}, version="v3")
+        async for e in run:
+            if (
+                e["method"] == "values"
+                and e["params"]["namespace"]
+                and e["params"]["data"]["count"] >= 2
+            ):
+                break
+        await run.abort()
+        runs_at_abort = len(runs)
+        # Give the (now-cancelled) subgraph a chance to keep looping.
+        await asyncio.sleep(0.3)
+        assert len(runs) == runs_at_abort
+        assert len(runs) < 10
+
+    async def test_abort_cancels_deeply_nested_subgraph(self) -> None:
+        class CountState(TypedDict):
+            count: int
+
+        runs: list[int] = []
+
+        async def deep_node(state: CountState) -> dict:
+            runs.append(state["count"] + 1)
+            await asyncio.sleep(0.05)
+            return {"count": state["count"] + 1}
+
+        # Deepest graph loops until count >= 10.
+        graph = (
+            StateGraph(CountState)
+            .add_node("deep_node", deep_node)
+            .set_entry_point("deep_node")
+            .add_conditional_edges(
+                "deep_node",
+                lambda s: END if s["count"] >= 10 else "deep_node",
+            )
+            .compile()
+        )
+
+        # Wrap it three times: graph -> subgraph -> subgraph -> subgraph.
+        for _ in range(3):
+
+            async def caller(state: CountState, _child: Any = graph) -> dict:
+                return await _child.ainvoke({"count": 0})
+
+            graph = (
+                StateGraph(CountState)
+                .add_node("caller", caller)
+                .set_entry_point("caller")
+                .compile()
+            )
+
+        run = await graph.astream_events({"count": 0}, version="v3")
+        async for e in run:
+            if (
+                e["method"] == "values"
+                and e["params"]["namespace"]
+                and e["params"]["data"]["count"] >= 2
+            ):
+                break
+        await run.abort()
+        runs_at_abort = len(runs)
+        # Give the (now-cancelled) nested subgraph a chance to keep looping.
+        await asyncio.sleep(0.3)
+        assert len(runs) == runs_at_abort
+        assert len(runs) < 10
+
+    async def test_abort_cancels_subgraph_during_inflight_pump(self) -> None:
+        class CountState(TypedDict):
+            count: int
+
+        started = asyncio.Event()
+        cancelled = asyncio.Event()
+
+        async def sub_node(state: CountState) -> dict:
+            started.set()
+            try:
+                # Long-running node: still in flight when abort fires.
+                await asyncio.sleep(5)
+            except asyncio.CancelledError:
+                cancelled.set()
+                raise
+            return {"count": state["count"] + 1}
+
+        sub_graph = (
+            StateGraph(CountState)
+            .add_node("sub_node", sub_node)
+            .set_entry_point("sub_node")
+            .compile()
+        )
+
+        async def main_node(state: CountState) -> None:
+            await sub_graph.ainvoke({"count": 0})
+
+        main_graph = (
+            StateGraph(CountState)
+            .add_node("main_node", main_node)
+            .set_entry_point("main_node")
+            .compile()
+        )
+
+        run = await main_graph.astream_events({"count": 0}, version="v3")
+
+        # A consumer task drives the pump. Once the subgraph node is
+        # running, no further event is produced, so the consumer parks
+        # inside _apump_next awaiting graph_aiter.__anext__() — the
+        # generator is "running" and a plain aclose() would raise.
+        async def consume() -> None:
+            async for _e in run:
+                pass
+
+        consumer = asyncio.create_task(consume())
+        try:
+            await asyncio.wait_for(started.wait(), timeout=2.0)
+            # Let the consumer drain and park in __anext__.
+            await asyncio.sleep(0.05)
+            # Abort from a different task while the consumer is in __anext__.
+            await run.abort()
+            # The in-flight subgraph node must observe cancellation.
+            await asyncio.wait_for(cancelled.wait(), timeout=2.0)
+        finally:
+            consumer.cancel()
+            try:
+                await consumer
+            except asyncio.CancelledError:
+                pass
+
     async def test_extensions_has_native_keys(self) -> None:
         run = await _build_simple_graph().astream_events(
             {"value": "x", "items": []}, version="v3"

libs/langgraph/tests/test_subgraph_persistence.py

@@ -639,3 +639,49 @@ def test_stateful_namespace_isolation(
         "broccoli round 2",
         "Veggie: broccoli round 2",
     ]
+
+
+def test_child_with_own_thread_id_keeps_namespace(
+    sync_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """A child graph invoked from inside a parent node with its own thread_id
+    must store and read its checkpoint under its own namespace, not inherit the
+    parent task's checkpoint_ns.
+    """
+
+    class ChildState(TypedDict):
+        count: int
+
+    def child_node(state: ChildState) -> dict:
+        return {"count": (state.get("count") or 0) + 1}
+
+    child = (
+        StateGraph(ChildState)
+        .add_node("n", child_node)
+        .add_edge(START, "n")
+        .compile(checkpointer=sync_checkpointer)
+    )
+
+    child_thread = str(uuid4())
+    child_config = {"configurable": {"thread_id": child_thread}}
+
+    def parent_node(state: ParentState) -> dict:
+        child.invoke({}, config=child_config)
+        return {"result": "ok"}
+
+    parent = (
+        StateGraph(ParentState)
+        .add_node("p", parent_node)
+        .add_edge(START, "p")
+        .compile(checkpointer=sync_checkpointer)
+    )
+    parent_config = {"configurable": {"thread_id": str(uuid4())}}
+
+    parent.invoke({"result": ""}, config=parent_config)
+    state1 = child.get_state(child_config)
+    assert state1.values.get("count") == 1
+    assert state1.config["configurable"]["checkpoint_ns"] == ""
+
+    parent.invoke({"result": ""}, config=parent_config)
+    state2 = child.get_state(child_config)
+    assert state2.values.get("count") == 2

libs/langgraph/tests/test_subgraph_persistence_async.py

@@ -660,3 +660,50 @@ async def test_stateful_namespace_isolation_async(
         "broccoli round 2",
         "Veggie: broccoli round 2",
     ]
+
+
+@NEEDS_CONTEXTVARS
+async def test_child_with_own_thread_id_keeps_namespace_async(
+    async_checkpointer: BaseCheckpointSaver,
+) -> None:
+    """A child graph invoked from inside a parent node with its own thread_id
+    must store and read its checkpoint under its own namespace, not inherit the
+    parent task's checkpoint_ns.
+    """
+
+    class ChildState(TypedDict):
+        count: int
+
+    def child_node(state: ChildState) -> dict:
+        return {"count": (state.get("count") or 0) + 1}
+
+    child = (
+        StateGraph(ChildState)
+        .add_node("n", child_node)
+        .add_edge(START, "n")
+        .compile(checkpointer=async_checkpointer)
+    )
+
+    child_thread = str(uuid4())
+    child_config = {"configurable": {"thread_id": child_thread}}
+
+    async def parent_node(state: ParentState) -> dict:
+        await child.ainvoke({}, config=child_config)
+        return {"result": "ok"}
+
+    parent = (
+        StateGraph(ParentState)
+        .add_node("p", parent_node)
+        .add_edge(START, "p")
+        .compile(checkpointer=async_checkpointer)
+    )
+    parent_config = {"configurable": {"thread_id": str(uuid4())}}
+
+    await parent.ainvoke({"result": ""}, config=parent_config)
+    state1 = await child.aget_state(child_config)
+    assert state1.values.get("count") == 1
+    assert state1.config["configurable"]["checkpoint_ns"] == ""
+
+    await parent.ainvoke({"result": ""}, config=parent_config)
+    state2 = await child.aget_state(child_config)
+    assert state2.values.get("count") == 2

libs/langgraph/tests/test_utils.py

@@ -506,6 +506,95 @@ def test_ensure_config_configurable_later_wins_per_key() -> None:
     assert merged["configurable"]["only_b"] == "B"
 
 
+def test_ensure_config_explicit_configurable_replaces_ambient() -> None:
+    # An explicit checkpoint coordinate (here a new thread_id) starts a fresh
+    # lineage and drops the ambient run context (e.g. a parent task's
+    # checkpoint_ns), so a child graph does not inherit it.
+    from langchain_core.runnables.config import var_child_runnable_config
+
+    token = var_child_runnable_config.set(
+        {"configurable": {"checkpoint_ns": "p:parent-task", "checkpoint_id": "cid"}}
+    )
+    try:
+        merged = ensure_config({"configurable": {"thread_id": "child"}})
+    finally:
+        var_child_runnable_config.reset(token)
+    assert merged["configurable"]["thread_id"] == "child"
+    assert "checkpoint_ns" not in merged["configurable"]
+    assert "checkpoint_id" not in merged["configurable"]
+
+
+def test_ensure_config_ambient_inherited_when_no_explicit_configurable() -> None:
+    # With no explicit configurable, the ambient run context is inherited
+    # unchanged (stateless subgraph / interrupt-resume pattern).
+    from langchain_core.runnables.config import var_child_runnable_config
+
+    token = var_child_runnable_config.set(
+        {"configurable": {"checkpoint_ns": "p:parent-task"}}
+    )
+    try:
+        merged = ensure_config({"tags": ["t"]})
+    finally:
+        var_child_runnable_config.reset(token)
+    assert merged["configurable"]["checkpoint_ns"] == "p:parent-task"
+
+
+def test_ensure_config_explicit_configurables_still_merge_over_ambient() -> None:
+    # A new thread_id drops the ambient, but explicit configs still shallow-merge
+    # among themselves, so a with_config(...) value (ls_agent_type) survives
+    # alongside an invoke-time thread_id.
+    from langchain_core.runnables.config import var_child_runnable_config
+
+    token = var_child_runnable_config.set(
+        {"configurable": {"checkpoint_ns": "p:parent-task"}}
+    )
+    try:
+        merged = ensure_config(
+            {"configurable": {"ls_agent_type": "root"}},
+            {"configurable": {"thread_id": "child"}},
+        )
+    finally:
+        var_child_runnable_config.reset(token)
+    assert merged["configurable"]["ls_agent_type"] == "root"
+    assert merged["configurable"]["thread_id"] == "child"
+    assert "checkpoint_ns" not in merged["configurable"]
+
+
+def test_ensure_config_non_coordinate_config_keeps_ambient_checkpoint_ns() -> None:
+    # A nested subagent is invoked with a non-coordinate configurable key
+    # (ls_agent_type) and no thread_id; it must keep the inherited checkpoint_ns
+    # so it stays a discoverable child of the parent run (deepagents `task` tool).
+    from langchain_core.runnables.config import var_child_runnable_config
+
+    token = var_child_runnable_config.set(
+        {"configurable": {"thread_id": "parent", "checkpoint_ns": "p:parent-task"}}
+    )
+    try:
+        merged = ensure_config({"configurable": {"ls_agent_type": "subagent"}})
+    finally:
+        var_child_runnable_config.reset(token)
+    assert merged["configurable"]["ls_agent_type"] == "subagent"
+    assert merged["configurable"]["checkpoint_ns"] == "p:parent-task"
+    assert merged["configurable"]["thread_id"] == "parent"
+
+
+def test_ensure_config_same_thread_id_still_clears_ambient() -> None:
+    # A child that reuses the parent's thread_id is still addressing its own root
+    # namespace on that thread, so the parent task's checkpoint_ns must not leak
+    # in; otherwise the child writes state that get_state cannot read back.
+    from langchain_core.runnables.config import var_child_runnable_config
+
+    token = var_child_runnable_config.set(
+        {"configurable": {"thread_id": "shared", "checkpoint_ns": "p:parent-task"}}
+    )
+    try:
+        merged = ensure_config({"configurable": {"thread_id": "shared"}})
+    finally:
+        var_child_runnable_config.reset(token)
+    assert merged["configurable"]["thread_id"] == "shared"
+    assert "checkpoint_ns" not in merged["configurable"]
+
+
 def test_ensure_config_merges_metadata_across_configs() -> None:
     a = {"metadata": {"user_id": "U1"}}
     b = {"metadata": {"correlation_id": "C1"}}

libs/langgraph/uv.lock

@@ -173,14 +173,14 @@ wheels = [
 
 [[package]]
 name = "bleach"
-version = "6.3.0"
+version = "6.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "webencodings" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/07/18/3c8523962314be6bf4c8989c79ad9531c825210dd13a8669f6b84336e8bd/bleach-6.3.0.tar.gz", hash = "sha256:6f3b91b1c0a02bb9a78b5a454c92506aa0fdf197e1d5e114d2e00c6f64306d22", size = 203533, upload-time = "2025-10-27T17:57:39.211Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/48/3c/e12ac860709702bd5ebeb9b56a4fe334f1001246ee1b8f2b7ee28912df7d/bleach-6.4.0.tar.gz", hash = "sha256:4202482733d85cedd04e59fcb2f89f4e4c7c385a78d3c3c23c30446843a37452", size = 204857, upload-time = "2026-06-05T13:01:13.734Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cd/3a/577b549de0cc09d95f11087ee63c739bba856cd3952697eec4c4bb91350a/bleach-6.3.0-py3-none-any.whl", hash = "sha256:fe10ec77c93ddf3d13a73b035abaac7a9f5e436513864ccdad516693213c65d6", size = 164437, upload-time = "2025-10-27T17:57:37.538Z" },
+    { url = "https://files.pythonhosted.org/packages/58/9d/40b6267367182187139a4000b82a3b287d84d745bccd808e75d916920e9d/bleach-6.4.0-py3-none-any.whl", hash = "sha256:4b6b6a54fff2e69a3dde9d21cc6301220bee3c3cb792187d11403fd795031081", size = 165109, upload-time = "2026-06-05T13:01:12.504Z" },
 ]
 
 [package.optional-dependencies]
@@ -523,63 +523,75 @@ toml = [
     { name = "tomli", marker = "python_full_version <= '3.11'" },
 ]
 
+[[package]]
+name = "croniter"
+version = "6.2.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "python-dateutil", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/df/de/5832661ed55107b8a09af3f0a2e71e0957226a59eb1dcf0a445cce6daf20/croniter-6.2.2.tar.gz", hash = "sha256:ba60832a5ec8e12e51b8691c3309a113d1cf6526bdf1a48150ce8ec7a532d0ab", size = 113762, upload-time = "2026-03-15T08:43:48.112Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d0/39/783980e78cb92c2d7bdb1fc7dbc86e94ccc6d58224d76a7f1f51b6c51e30/croniter-6.2.2-py3-none-any.whl", hash = "sha256:a5d17b1060974d36251ea4faf388233eca8acf0d09cbd92d35f4c4ac8f279960", size = 45422, upload-time = "2026-03-15T08:43:46.626Z" },
+]
+
 [[package]]
 name = "cryptography"
-version = "46.0.7"
+version = "48.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cffi", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and platform_python_implementation != 'PyPy'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/47/93/ac8f3d5ff04d54bc814e961a43ae5b0b146154c89c61b47bb07557679b18/cryptography-46.0.7.tar.gz", hash = "sha256:e4cfd68c5f3e0bfdad0d38e023239b96a2fe84146481852dffbcca442c245aa5", size = 750652, upload-time = "2026-04-08T01:57:54.692Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/12/45/870e7f4bef50e5f53b9f51d4428aee5290eedf58ba443f16b1ebb7ab8e66/cryptography-48.0.1.tar.gz", hash = "sha256:266f4ee051abb2f725b74ef8072b521ce1feacf685a3364fa6a6b45548db791a", size = 832989, upload-time = "2026-06-09T22:32:31.8Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0b/5d/4a8f770695d73be252331e60e526291e3df0c9b27556a90a6b47bccca4c2/cryptography-46.0.7-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:ea42cbe97209df307fdc3b155f1b6fa2577c0defa8f1f7d3be7d31d189108ad4", size = 7179869, upload-time = "2026-04-08T01:56:17.157Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/45/6d80dc379b0bbc1f9d1e429f42e4cb9e1d319c7a8201beffd967c516ea01/cryptography-46.0.7-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b36a4695e29fe69215d75960b22577197aca3f7a25b9cf9d165dcfe9d80bc325", size = 4275492, upload-time = "2026-04-08T01:56:19.36Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/9a/1765afe9f572e239c3469f2cb429f3ba7b31878c893b246b4b2994ffe2fe/cryptography-46.0.7-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5ad9ef796328c5e3c4ceed237a183f5d41d21150f972455a9d926593a1dcb308", size = 4426670, upload-time = "2026-04-08T01:56:21.415Z" },
-    { url = "https://files.pythonhosted.org/packages/8f/3e/af9246aaf23cd4ee060699adab1e47ced3f5f7e7a8ffdd339f817b446462/cryptography-46.0.7-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:73510b83623e080a2c35c62c15298096e2a5dc8d51c3b4e1740211839d0dea77", size = 4280275, upload-time = "2026-04-08T01:56:23.539Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/54/6bbbfc5efe86f9d71041827b793c24811a017c6ac0fd12883e4caa86b8ed/cryptography-46.0.7-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:cbd5fb06b62bd0721e1170273d3f4d5a277044c47ca27ee257025146c34cbdd1", size = 4928402, upload-time = "2026-04-08T01:56:25.624Z" },
-    { url = "https://files.pythonhosted.org/packages/2d/cf/054b9d8220f81509939599c8bdbc0c408dbd2bdd41688616a20731371fe0/cryptography-46.0.7-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:420b1e4109cc95f0e5700eed79908cef9268265c773d3a66f7af1eef53d409ef", size = 4459985, upload-time = "2026-04-08T01:56:27.309Z" },
-    { url = "https://files.pythonhosted.org/packages/f9/46/4e4e9c6040fb01c7467d47217d2f882daddeb8828f7df800cb806d8a2288/cryptography-46.0.7-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:24402210aa54baae71d99441d15bb5a1919c195398a87b563df84468160a65de", size = 3990652, upload-time = "2026-04-08T01:56:29.095Z" },
-    { url = "https://files.pythonhosted.org/packages/36/5f/313586c3be5a2fbe87e4c9a254207b860155a8e1f3cca99f9910008e7d08/cryptography-46.0.7-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:8a469028a86f12eb7d2fe97162d0634026d92a21f3ae0ac87ed1c4a447886c83", size = 4279805, upload-time = "2026-04-08T01:56:30.928Z" },
-    { url = "https://files.pythonhosted.org/packages/69/33/60dfc4595f334a2082749673386a4d05e4f0cf4df8248e63b2c3437585f2/cryptography-46.0.7-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:9694078c5d44c157ef3162e3bf3946510b857df5a3955458381d1c7cfc143ddb", size = 4892883, upload-time = "2026-04-08T01:56:32.614Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/0b/333ddab4270c4f5b972f980adef4faa66951a4aaf646ca067af597f15563/cryptography-46.0.7-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:42a1e5f98abb6391717978baf9f90dc28a743b7d9be7f0751a6f56a75d14065b", size = 4459756, upload-time = "2026-04-08T01:56:34.306Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/14/633913398b43b75f1234834170947957c6b623d1701ffc7a9600da907e89/cryptography-46.0.7-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:91bbcb08347344f810cbe49065914fe048949648f6bd5c2519f34619142bbe85", size = 4410244, upload-time = "2026-04-08T01:56:35.977Z" },
-    { url = "https://files.pythonhosted.org/packages/10/f2/19ceb3b3dc14009373432af0c13f46aa08e3ce334ec6eff13492e1812ccd/cryptography-46.0.7-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:5d1c02a14ceb9148cc7816249f64f623fbfee39e8c03b3650d842ad3f34d637e", size = 4674868, upload-time = "2026-04-08T01:56:38.034Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/bb/a5c213c19ee94b15dfccc48f363738633a493812687f5567addbcbba9f6f/cryptography-46.0.7-cp311-abi3-win32.whl", hash = "sha256:d23c8ca48e44ee015cd0a54aeccdf9f09004eba9fc96f38c911011d9ff1bd457", size = 3026504, upload-time = "2026-04-08T01:56:39.666Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/02/7788f9fefa1d060ca68717c3901ae7fffa21ee087a90b7f23c7a603c32ae/cryptography-46.0.7-cp311-abi3-win_amd64.whl", hash = "sha256:397655da831414d165029da9bc483bed2fe0e75dde6a1523ec2fe63f3c46046b", size = 3488363, upload-time = "2026-04-08T01:56:41.893Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/56/15619b210e689c5403bb0540e4cb7dbf11a6bf42e483b7644e471a2812b3/cryptography-46.0.7-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:d151173275e1728cf7839aaa80c34fe550c04ddb27b34f48c232193df8db5842", size = 7119671, upload-time = "2026-04-08T01:56:44Z" },
-    { url = "https://files.pythonhosted.org/packages/74/66/e3ce040721b0b5599e175ba91ab08884c75928fbeb74597dd10ef13505d2/cryptography-46.0.7-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:db0f493b9181c7820c8134437eb8b0b4792085d37dbb24da050476ccb664e59c", size = 4268551, upload-time = "2026-04-08T01:56:46.071Z" },
-    { url = "https://files.pythonhosted.org/packages/03/11/5e395f961d6868269835dee1bafec6a1ac176505a167f68b7d8818431068/cryptography-46.0.7-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ebd6daf519b9f189f85c479427bbd6e9c9037862cf8fe89ee35503bd209ed902", size = 4408887, upload-time = "2026-04-08T01:56:47.718Z" },
-    { url = "https://files.pythonhosted.org/packages/40/53/8ed1cf4c3b9c8e611e7122fb56f1c32d09e1fff0f1d77e78d9ff7c82653e/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:b7b412817be92117ec5ed95f880defe9cf18a832e8cafacf0a22337dc1981b4d", size = 4271354, upload-time = "2026-04-08T01:56:49.312Z" },
-    { url = "https://files.pythonhosted.org/packages/50/46/cf71e26025c2e767c5609162c866a78e8a2915bbcfa408b7ca495c6140c4/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:fbfd0e5f273877695cb93baf14b185f4878128b250cc9f8e617ea0c025dfb022", size = 4905845, upload-time = "2026-04-08T01:56:50.916Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/ea/01276740375bac6249d0a971ebdf6b4dc9ead0ee0a34ef3b5a88c1a9b0d4/cryptography-46.0.7-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:ffca7aa1d00cf7d6469b988c581598f2259e46215e0140af408966a24cf086ce", size = 4444641, upload-time = "2026-04-08T01:56:52.882Z" },
-    { url = "https://files.pythonhosted.org/packages/3d/4c/7d258f169ae71230f25d9f3d06caabcff8c3baf0978e2b7d65e0acac3827/cryptography-46.0.7-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:60627cf07e0d9274338521205899337c5d18249db56865f943cbe753aa96f40f", size = 3967749, upload-time = "2026-04-08T01:56:54.597Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/2a/2ea0767cad19e71b3530e4cad9605d0b5e338b6a1e72c37c9c1ceb86c333/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:80406c3065e2c55d7f49a9550fe0c49b3f12e5bfff5dedb727e319e1afb9bf99", size = 4270942, upload-time = "2026-04-08T01:56:56.416Z" },
-    { url = "https://files.pythonhosted.org/packages/41/3d/fe14df95a83319af25717677e956567a105bb6ab25641acaa093db79975d/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:c5b1ccd1239f48b7151a65bc6dd54bcfcc15e028c8ac126d3fada09db0e07ef1", size = 4871079, upload-time = "2026-04-08T01:56:58.31Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/59/4a479e0f36f8f378d397f4eab4c850b4ffb79a2f0d58704b8fa0703ddc11/cryptography-46.0.7-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:d5f7520159cd9c2154eb61eb67548ca05c5774d39e9c2c4339fd793fe7d097b2", size = 4443999, upload-time = "2026-04-08T01:57:00.508Z" },
-    { url = "https://files.pythonhosted.org/packages/28/17/b59a741645822ec6d04732b43c5d35e4ef58be7bfa84a81e5ae6f05a1d33/cryptography-46.0.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:fcd8eac50d9138c1d7fc53a653ba60a2bee81a505f9f8850b6b2888555a45d0e", size = 4399191, upload-time = "2026-04-08T01:57:02.654Z" },
-    { url = "https://files.pythonhosted.org/packages/59/6a/bb2e166d6d0e0955f1e9ff70f10ec4b2824c9cfcdb4da772c7dd69cc7d80/cryptography-46.0.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:65814c60f8cc400c63131584e3e1fad01235edba2614b61fbfbfa954082db0ee", size = 4655782, upload-time = "2026-04-08T01:57:04.592Z" },
-    { url = "https://files.pythonhosted.org/packages/95/b6/3da51d48415bcb63b00dc17c2eff3a651b7c4fed484308d0f19b30e8cb2c/cryptography-46.0.7-cp314-cp314t-win32.whl", hash = "sha256:fdd1736fed309b4300346f88f74cd120c27c56852c3838cab416e7a166f67298", size = 3002227, upload-time = "2026-04-08T01:57:06.91Z" },
-    { url = "https://files.pythonhosted.org/packages/32/a8/9f0e4ed57ec9cebe506e58db11ae472972ecb0c659e4d52bbaee80ca340a/cryptography-46.0.7-cp314-cp314t-win_amd64.whl", hash = "sha256:e06acf3c99be55aa3b516397fe42f5855597f430add9c17fa46bf2e0fb34c9bb", size = 3475332, upload-time = "2026-04-08T01:57:08.807Z" },
-    { url = "https://files.pythonhosted.org/packages/a7/7f/cd42fc3614386bc0c12f0cb3c4ae1fc2bbca5c9662dfed031514911d513d/cryptography-46.0.7-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:462ad5cb1c148a22b2e3bcc5ad52504dff325d17daf5df8d88c17dda1f75f2a4", size = 7165618, upload-time = "2026-04-08T01:57:10.645Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/d0/36a49f0262d2319139d2829f773f1b97ef8aef7f97e6e5bd21455e5a8fb5/cryptography-46.0.7-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:84d4cced91f0f159a7ddacad249cc077e63195c36aac40b4150e7a57e84fffe7", size = 4270628, upload-time = "2026-04-08T01:57:12.885Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/6c/1a42450f464dda6ffbe578a911f773e54dd48c10f9895a23a7e88b3e7db5/cryptography-46.0.7-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:128c5edfe5e5938b86b03941e94fac9ee793a94452ad1365c9fc3f4f62216832", size = 4415405, upload-time = "2026-04-08T01:57:14.923Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/92/4ed714dbe93a066dc1f4b4581a464d2d7dbec9046f7c8b7016f5286329e2/cryptography-46.0.7-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:5e51be372b26ef4ba3de3c167cd3d1022934bc838ae9eaad7e644986d2a3d163", size = 4272715, upload-time = "2026-04-08T01:57:16.638Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/e6/a26b84096eddd51494bba19111f8fffe976f6a09f132706f8f1bf03f51f7/cryptography-46.0.7-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:cdf1a610ef82abb396451862739e3fc93b071c844399e15b90726ef7470eeaf2", size = 4918400, upload-time = "2026-04-08T01:57:19.021Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/08/ffd537b605568a148543ac3c2b239708ae0bd635064bab41359252ef88ed/cryptography-46.0.7-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:1d25aee46d0c6f1a501adcddb2d2fee4b979381346a78558ed13e50aa8a59067", size = 4450634, upload-time = "2026-04-08T01:57:21.185Z" },
-    { url = "https://files.pythonhosted.org/packages/16/01/0cd51dd86ab5b9befe0d031e276510491976c3a80e9f6e31810cce46c4ad/cryptography-46.0.7-cp38-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:cdfbe22376065ffcf8be74dc9a909f032df19bc58a699456a21712d6e5eabfd0", size = 3985233, upload-time = "2026-04-08T01:57:22.862Z" },
-    { url = "https://files.pythonhosted.org/packages/92/49/819d6ed3a7d9349c2939f81b500a738cb733ab62fbecdbc1e38e83d45e12/cryptography-46.0.7-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:abad9dac36cbf55de6eb49badd4016806b3165d396f64925bf2999bcb67837ba", size = 4271955, upload-time = "2026-04-08T01:57:24.814Z" },
-    { url = "https://files.pythonhosted.org/packages/80/07/ad9b3c56ebb95ed2473d46df0847357e01583f4c52a85754d1a55e29e4d0/cryptography-46.0.7-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:935ce7e3cfdb53e3536119a542b839bb94ec1ad081013e9ab9b7cfd478b05006", size = 4879888, upload-time = "2026-04-08T01:57:26.88Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/c7/201d3d58f30c4c2bdbe9b03844c291feb77c20511cc3586daf7edc12a47b/cryptography-46.0.7-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:35719dc79d4730d30f1c2b6474bd6acda36ae2dfae1e3c16f2051f215df33ce0", size = 4449961, upload-time = "2026-04-08T01:57:29.068Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/ef/649750cbf96f3033c3c976e112265c33906f8e462291a33d77f90356548c/cryptography-46.0.7-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:7bbc6ccf49d05ac8f7d7b5e2e2c33830d4fe2061def88210a126d130d7f71a85", size = 4401696, upload-time = "2026-04-08T01:57:31.029Z" },
-    { url = "https://files.pythonhosted.org/packages/41/52/a8908dcb1a389a459a29008c29966c1d552588d4ae6d43f3a1a4512e0ebe/cryptography-46.0.7-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a1529d614f44b863a7b480c6d000fe93b59acee9c82ffa027cfadc77521a9f5e", size = 4664256, upload-time = "2026-04-08T01:57:33.144Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/fa/f0ab06238e899cc3fb332623f337a7364f36f4bb3f2534c2bb95a35b132c/cryptography-46.0.7-cp38-abi3-win32.whl", hash = "sha256:f247c8c1a1fb45e12586afbb436ef21ff1e80670b2861a90353d9b025583d246", size = 3013001, upload-time = "2026-04-08T01:57:34.933Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/f1/00ce3bde3ca542d1acd8f8cfa38e446840945aa6363f9b74746394b14127/cryptography-46.0.7-cp38-abi3-win_amd64.whl", hash = "sha256:506c4ff91eff4f82bdac7633318a526b1d1309fc07ca76a3ad182cb5b686d6d3", size = 3472985, upload-time = "2026-04-08T01:57:36.714Z" },
-    { url = "https://files.pythonhosted.org/packages/63/0c/dca8abb64e7ca4f6b2978769f6fea5ad06686a190cec381f0a796fdcaaba/cryptography-46.0.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:fc9ab8856ae6cf7c9358430e49b368f3108f050031442eaeb6b9d87e4dcf4e4f", size = 3476879, upload-time = "2026-04-08T01:57:38.664Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/ea/075aac6a84b7c271578d81a2f9968acb6e273002408729f2ddff517fed4a/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d3b99c535a9de0adced13d159c5a9cf65c325601aa30f4be08afd680643e9c15", size = 4219700, upload-time = "2026-04-08T01:57:40.625Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/7b/1c55db7242b5e5612b29fc7a630e91ee7a6e3c8e7bf5406d22e206875fbd/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:d02c738dacda7dc2a74d1b2b3177042009d5cab7c7079db74afc19e56ca1b455", size = 4385982, upload-time = "2026-04-08T01:57:42.725Z" },
-    { url = "https://files.pythonhosted.org/packages/cb/da/9870eec4b69c63ef5925bf7d8342b7e13bc2ee3d47791461c4e49ca212f4/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:04959522f938493042d595a736e7dbdff6eb6cc2339c11465b3ff89343b65f65", size = 4219115, upload-time = "2026-04-08T01:57:44.939Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/72/05aa5832b82dd341969e9a734d1812a6aadb088d9eb6f0430fc337cc5a8f/cryptography-46.0.7-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:3986ac1dee6def53797289999eabe84798ad7817f3e97779b5061a95b0ee4968", size = 4385479, upload-time = "2026-04-08T01:57:46.86Z" },
-    { url = "https://files.pythonhosted.org/packages/20/2a/1b016902351a523aa2bd446b50a5bc1175d7a7d1cf90fe2ef904f9b84ebc/cryptography-46.0.7-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:258514877e15963bd43b558917bc9f54cf7cf866c38aa576ebf47a77ddbc43a4", size = 3412829, upload-time = "2026-04-08T01:57:48.874Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/bc/ee4137cbbe105652c0ee4252792b78fc8e7afa4b8e61d9d5dc05a7f45731/cryptography-48.0.1-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1", size = 8008324, upload-time = "2026-06-09T22:31:00.702Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/85/6379d42181bfc713094f081360fc5784d6c816b599d45e7f082502d173ce/cryptography-48.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225", size = 4696243, upload-time = "2026-06-09T22:32:33.446Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/87/c85d147b53323c7eb4d850920c8901377323c2a0ff8d79c262d4fee89aa2/cryptography-48.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691", size = 4713235, upload-time = "2026-06-09T22:31:40.141Z" },
+    { url = "https://files.pythonhosted.org/packages/79/58/67cbf8cf1ee7c54b439ca07bbecf8362c07afc11a3724fea70f745784add/cryptography-48.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242", size = 4702323, upload-time = "2026-06-09T22:31:42.191Z" },
+    { url = "https://files.pythonhosted.org/packages/89/c6/24266ac10c47f6cd2a865f4446062b466da1d1f10b27189eac00e61bf0c9/cryptography-48.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08", size = 5300085, upload-time = "2026-06-09T22:31:58.703Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/bb/cc4b78784f97efc8c5874c2a9743708d172be6663024b34a0467885ae0c8/cryptography-48.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6", size = 4746137, upload-time = "2026-06-09T22:31:31.01Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/52/0c44de3f5267f8fbe8e835138017522a333436166e406f0db9b9e6e3033f/cryptography-48.0.1-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:bd81490cd5801d755cf97bb68ac191f14b708470b1c7cf4580f669b9c9264cd8", size = 4333867, upload-time = "2026-06-09T22:32:28.096Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/2e/772d7adbfa931537bc401640b7cac9976bff689bda187833e5d63b428e49/cryptography-48.0.1-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:66fd0771e7b9c6dcd44cf1120690d2338d16d72795cf40cae2786a39eba65429", size = 4701805, upload-time = "2026-06-09T22:31:38.284Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/a3/b06844f303873493c963caf581c04df31c7035e0c1b0f02c4814d319ec80/cryptography-48.0.1-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:3fd2ca57062b241c856670b073487d2e86c4637937ca5601e48f97bf8e11fc8f", size = 5258461, upload-time = "2026-06-09T22:31:04.187Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/13/8b765e2e12b07c74941caadb9d1c8fdc006c4dfbf2b8f2d610519758954d/cryptography-48.0.1-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:0ee6ea481db1ab889cba043ec1eda17bb9c1ea79db6722f779c3667f9f70322f", size = 4745488, upload-time = "2026-06-09T22:32:30.07Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/aa/48972bce55049b32a94f4907eda4d75fa385aad8a39506cc2fc72196ecf0/cryptography-48.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f2ceef93cb096aa3c4cc4b5c94ca6131f9196d28c64d6111533402a9b2054d41", size = 4830256, upload-time = "2026-06-09T22:31:43.868Z" },
+    { url = "https://files.pythonhosted.org/packages/47/a2/e5079a032fb85cf6005046ca92bbd78b0c82dad2b5751ab8c311659da06f/cryptography-48.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9bd3f92d76217892b15df84ca256c2c113d386fdda7a7d8691aeeced976507c6", size = 4979117, upload-time = "2026-06-09T22:31:05.845Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/a0/8f50cae9c74e718ed769d63ed5c74bd0ea830c9550a74629cebd1b9c7bc7/cryptography-48.0.1-cp311-abi3-win32.whl", hash = "sha256:b9a32b876490d66c8bcc9963ef220199569748434ab01a9d6aaeabf88e7f5158", size = 3304154, upload-time = "2026-06-09T22:32:16.845Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/69/0572c77dbace6fef72f33755bd52ea399c71367250d366237f8691826b9e/cryptography-48.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:39489bfca54c7a1f6b297efcd8bc608ab92d16c4ca631b0cad4da46724588b24", size = 3817138, upload-time = "2026-06-09T22:32:00.388Z" },
+    { url = "https://files.pythonhosted.org/packages/42/06/3e768b4c3bc78201583fa35a0e18f640dd782ff41afba88f8545481a8874/cryptography-48.0.1-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:f817adc181390bd54f2f700107a7419040fb7c1bdf2fc26f36551a06a68c3345", size = 7989830, upload-time = "2026-06-09T22:31:07.8Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/13/6476736484b94041110c8340a3eb63962fea4975baea8cb4a512adb44d4d/cryptography-48.0.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d5d30989c6917b478b5817902e85fddaea2261efa8648383d965381ccb9e1ac4", size = 4689201, upload-time = "2026-06-09T22:31:09.745Z" },
+    { url = "https://files.pythonhosted.org/packages/79/62/65a87f34d2a431546e2509b85d55e8c90df86d668f6731da64d538512ac2/cryptography-48.0.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:df637c05205ea7c1d7fbcbe54bbfea648a52951155f997af13d895d0ecc96991", size = 4702822, upload-time = "2026-06-09T22:32:24.409Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/59/810b5204b0a9b10f4b6bc06bd551a8b609803cd931806bc3b71884b225e5/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:869c3b8a53bfe27147832df48b32adadf558249d50e76cb3769d40e986b13265", size = 4694875, upload-time = "2026-06-09T22:32:08.737Z" },
+    { url = "https://files.pythonhosted.org/packages/24/dc/d8ca05ffea724eec6d232ea6f18e74c269eb6bdfdcc9bfba689790d1325f/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:e361afba8918070d376df76f408a4f67fec0ee9cff81a99e48fe9a233ef59e17", size = 5290385, upload-time = "2026-06-09T22:31:15.212Z" },
+    { url = "https://files.pythonhosted.org/packages/03/8c/3be6cb4da181f5bb6c19cf560c2359d60644a6b5fc5b57854e528f47b296/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:d069066deead00ac7f090be101be875a06855908f7ec004c27b8fefb4acfb411", size = 4737082, upload-time = "2026-06-09T22:32:22.66Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/f6/d5f60a5a1434dbfd949e227fd0065d194c7e6b6ac526b17f5c06152b8231/cryptography-48.0.1-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:09f73a725d582cef64b91281a322cd798d14a33b2b6f2b7ad9531dc336d84c02", size = 4325328, upload-time = "2026-06-09T22:32:10.777Z" },
+    { url = "https://files.pythonhosted.org/packages/17/b7/ba75dd947a14b6ad907b01ae8f6b5b348cdd1b48142f0063dee9e20c1d9d/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:15254441469dd6bf027039453288e2072124f8b6603563f5d759e1c9b69273fa", size = 4694530, upload-time = "2026-06-09T22:31:53.105Z" },
+    { url = "https://files.pythonhosted.org/packages/62/29/50d6b9e8aff12d8b67afaeb3569335e32dc83a5723e3bbded24fdac9f809/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:8ace4507d1e6533c125f4fac754f8bb8b6a74c08e92179dabd7e16571a3efbf3", size = 5245046, upload-time = "2026-06-09T22:31:25.774Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/04/618f4115cfc0add0838c82507aa18a346089428da8653ad38b3ff36f5cb3/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:b4e391975f038e66432328639620a4aff2d307513b004f1ca06d6225bced815c", size = 4736660, upload-time = "2026-06-09T22:32:12.676Z" },
+    { url = "https://files.pythonhosted.org/packages/24/9c/06e062462a0de28a3b3911322eded4c16deb9f441b1b7575d3dc59488ab5/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42fcd8e26fe555d9b3577a135f5091fefa0aa4e99129c23fb56787a1bd4ada72", size = 4822229, upload-time = "2026-06-09T22:31:17.062Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/be/0561971eaaee4b8a0e7d5113c536921063ab91aaf23278ac374eaf881e11/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c1400da5e32a43253392277eac7490a60e497d810a63dd5608d71bbd7af507c9", size = 4966364, upload-time = "2026-06-09T22:31:32.842Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/27/728c77876f12b000820b69ae490f3c4083775e79e07827e9e60be07ad209/cryptography-48.0.1-cp314-cp314t-win32.whl", hash = "sha256:0df56b056bc17c1b7d6821dfa65216e62bd232d8ab05eb3db44e71d235651471", size = 3278498, upload-time = "2026-06-09T22:31:29.154Z" },
+    { url = "https://files.pythonhosted.org/packages/06/e3/79a612c6d7b1e6ee0edd43633d53035bec2cfb78c82b76f7864f39e36f34/cryptography-48.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:9de21387aa95e2a895823d0745b430bed4f33503ba9ab5e0b5311f33e37d66d2", size = 3798790, upload-time = "2026-06-09T22:31:56.697Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/6c/00fa2a95997164c8b2072ce327c23d4ab20809ccc323ea5fab91e53a4bba/cryptography-48.0.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:4fdc69f8e4316bcf0c8c8ec1f26f285d12e8142d88d96c876a59a03be3f6ae67", size = 7987408, upload-time = "2026-06-09T22:32:20.777Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/d9/45f309a7e4e5f3f8f121d6d3be9e94024a7726ec598d6e08ae04edb2f04d/cryptography-48.0.1-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:48fe40804d4caa2288f24e70ca8c64c42dd826da0ad7e4f1b41b2128d679e6c8", size = 4690196, upload-time = "2026-06-09T22:31:54.74Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/9f/a1bc8bcc798811b8527eb374bbccf30a3f3e806829d967118222bf1125eb/cryptography-48.0.1-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:86be3b1b0b6bf09482fb50a979c508d2950ed95f5621ec77f4e385962006b83a", size = 4696782, upload-time = "2026-06-09T22:31:45.615Z" },
+    { url = "https://files.pythonhosted.org/packages/66/c2/81a4fb4e4373c500bb526bc337ac5719dd31dd15b970b84a238168c6aa08/cryptography-48.0.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:4ab0a343c807bbcd90c971cd1ecf072937cd01847a9e002bef88fb47ac6be577", size = 4696618, upload-time = "2026-06-09T22:31:11.564Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/0b/aa68b221dde92d09cb29a024ede17550ee21e77a404e59fc093c82bb51e1/cryptography-48.0.1-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:9621de99d2da096006b629979efd8ae7eb2d8b822488d0c89ee4000c306c59b1", size = 5289970, upload-time = "2026-06-09T22:31:20.368Z" },
+    { url = "https://files.pythonhosted.org/packages/78/13/fba657f958d2af66ea959a4ba01212632089249d34af1ae48054136344d7/cryptography-48.0.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:88c852a0ae366e262e5a1744b685e6a433dc8788dd2a277e418bf4904203609d", size = 4731873, upload-time = "2026-06-09T22:31:22.253Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/4c/9a964756d24a26b3e34dfcb16f961b89838786e6700b635b0d1e3adff4b6/cryptography-48.0.1-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:43c5835e2cb98c8733d86f57d6fc879b613f5c3478607281c3e36daffc6dd8a6", size = 4330804, upload-time = "2026-06-09T22:31:36.56Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/0f/a10f3a6eb12950a10e3a874070283aa2dd5875b2bfd15fad8a3e17b3f13e/cryptography-48.0.1-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:fe0180af5bf9236518a087e35bf2d9a347d5f5f51e63c579d683ddff424e3d46", size = 4696217, upload-time = "2026-06-09T22:31:13.351Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/6f/5cd12f951165ea73ef85266775d97e4c763b2474ccfd816dd69d3a18d6f8/cryptography-48.0.1-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:b7a2d1a937a738a881737cec135a38bb61470589b17515b9f73f571d0ae10401", size = 5245252, upload-time = "2026-06-09T22:32:02.193Z" },
+    { url = "https://files.pythonhosted.org/packages/68/ab/8aaa12e4516ec4464033ab79b6f3b592bd5a92102467c4ace8a0d970203f/cryptography-48.0.1-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:b74ca3b8e5ecdd833bf6a002ca41b4793bb27fb8f1c06ffaf2643c9e9140e31b", size = 4731388, upload-time = "2026-06-09T22:32:04.019Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/24/50027ea4dca85ec1f40688f3c24fb32ccacd520583c9592c3cc95628e6fb/cryptography-48.0.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2c37f2461406063b417837f5f3daab668652acd82423efcd7f0a9f04be972de1", size = 4824186, upload-time = "2026-06-09T22:32:18.707Z" },
+    { url = "https://files.pythonhosted.org/packages/52/41/04cb5eb17085ade6f50cc611fb657df6a0f5885350de8764ece89c050197/cryptography-48.0.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:86fe77abb1bd87afb251d4d02ada7ecf53a32cee9b67d976abb2e45a13297475", size = 4964539, upload-time = "2026-06-09T22:31:18.793Z" },
+    { url = "https://files.pythonhosted.org/packages/36/bf/ed70785c496e89d7e73b7cda2d21f2447fd6d4e821714b8d04ff217fed92/cryptography-48.0.1-cp39-abi3-win32.whl", hash = "sha256:6b2c0c3e6ccf3ade7750f836ef3ee36eea250cc467d45c256895573ac08cc6f1", size = 3282307, upload-time = "2026-06-09T22:30:53.162Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/ff/371ea7d252656ee1eb6d83eeeef3d1d0c6baf1d6497687d081ea03814670/cryptography-48.0.1-cp39-abi3-win_amd64.whl", hash = "sha256:9a49ca6c81417f6a5edb50375a60cccdd70fa0a91a5211829dbea74eba94d2ac", size = 3793408, upload-time = "2026-06-09T22:32:15.191Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/d3/eb4e394e587341fdad09a09101fa76478ead3a78b0ad63e55c22f0d75c02/cryptography-48.0.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:08a597acce1ff37f347400087776599e2348a3a8bc53b44120e463cd274efe4a", size = 3951747, upload-time = "2026-06-09T22:31:23.871Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/4a/3f43451b4f858bfceaaaffc649e6e787e8d4fb332a1d443af39ab02cc8f1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:735824ec41b7f74a7c45fb1591349333e4c696cb6c044e5f46356e560143e4cd", size = 4641226, upload-time = "2026-06-09T22:31:02.532Z" },
+    { url = "https://files.pythonhosted.org/packages/73/4e/855584c2c23b09e4ce2d3b9c30e983e679cd60b068c513c6bbdb91e11782/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:92a46e1d638daa264ba2971c0b0489c9409787943efae4d60ffda3d091ef832c", size = 4668958, upload-time = "2026-06-09T22:32:06.213Z" },
+    { url = "https://files.pythonhosted.org/packages/42/3b/d35750e41d803d1e516fd6d6011f065424924da7af1748cef4cc9cb3ede1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:7e234ac052af99f2700826a5c29ea99d9c1b1f80341cde62d11c8154dc8e0bd9", size = 4640793, upload-time = "2026-06-09T22:32:26.331Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/aa/cdb7181fe865285e87e96825aaab239400f1de0c3bfba9bd9769b79f1a92/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:33842cf0888951cef5bc7ac724ab844a42044c1727b967b7f8997289a0464f92", size = 4668505, upload-time = "2026-06-09T22:31:27.534Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/8c/ce3823c06c2804f194f9e64f0d67fa3f4094a39f2bb1a990cd03603af8fc/cryptography-48.0.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6184ca7b174f28d7c703f1290d4b297217c45355f77a98f67e9b7f14549ac54a", size = 3742204, upload-time = "2026-06-09T22:31:34.773Z" },
 ]
 
 [[package]]
@@ -697,139 +709,139 @@ wheels = [
 
 [[package]]
 name = "grpcio"
-version = "1.76.0"
+version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b6/e0/318c1ce3ae5a17894d5791e87aea147587c9e702f24122cc7a5c8bbaeeb1/grpcio-1.76.0.tar.gz", hash = "sha256:7be78388d6da1a25c0d5ec506523db58b18be22d9c37d8d3a32c08be4987bd73", size = 12785182, upload-time = "2025-10-21T16:23:12.106Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/b7/48/af6173dbca4454f4637a4678b67f52ca7e0c1ed7d5894d89d434fecede05/grpcio-1.80.0.tar.gz", hash = "sha256:29aca15edd0688c22ba01d7cc01cb000d72b2033f4a3c72a81a19b56fd143257", size = 12978905, upload-time = "2026-03-30T08:49:10.502Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/88/17/ff4795dc9a34b6aee6ec379f1b66438a3789cd1315aac0cbab60d92f74b3/grpcio-1.76.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:65a20de41e85648e00305c1bb09a3598f840422e522277641145a32d42dcefcc", size = 5840037, upload-time = "2025-10-21T16:20:25.069Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/ff/35f9b96e3fa2f12e1dcd58a4513a2e2294a001d64dec81677361b7040c9a/grpcio-1.76.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:40ad3afe81676fd9ec6d9d406eda00933f218038433980aa19d401490e46ecde", size = 11836482, upload-time = "2025-10-21T16:20:30.113Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/1c/8374990f9545e99462caacea5413ed783014b3b66ace49e35c533f07507b/grpcio-1.76.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:035d90bc79eaa4bed83f524331d55e35820725c9fbb00ffa1904d5550ed7ede3", size = 6407178, upload-time = "2025-10-21T16:20:32.733Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/77/36fd7d7c75a6c12542c90a6d647a27935a1ecaad03e0ffdb7c42db6b04d2/grpcio-1.76.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:4215d3a102bd95e2e11b5395c78562967959824156af11fa93d18fdd18050990", size = 7075684, upload-time = "2025-10-21T16:20:35.435Z" },
-    { url = "https://files.pythonhosted.org/packages/38/f7/e3cdb252492278e004722306c5a8935eae91e64ea11f0af3437a7de2e2b7/grpcio-1.76.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:49ce47231818806067aea3324d4bf13825b658ad662d3b25fada0bdad9b8a6af", size = 6611133, upload-time = "2025-10-21T16:20:37.541Z" },
-    { url = "https://files.pythonhosted.org/packages/7e/20/340db7af162ccd20a0893b5f3c4a5d676af7b71105517e62279b5b61d95a/grpcio-1.76.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8cc3309d8e08fd79089e13ed4819d0af72aa935dd8f435a195fd152796752ff2", size = 7195507, upload-time = "2025-10-21T16:20:39.643Z" },
-    { url = "https://files.pythonhosted.org/packages/10/f0/b2160addc1487bd8fa4810857a27132fb4ce35c1b330c2f3ac45d697b106/grpcio-1.76.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:971fd5a1d6e62e00d945423a567e42eb1fa678ba89072832185ca836a94daaa6", size = 8160651, upload-time = "2025-10-21T16:20:42.492Z" },
-    { url = "https://files.pythonhosted.org/packages/2c/2c/ac6f98aa113c6ef111b3f347854e99ebb7fb9d8f7bb3af1491d438f62af4/grpcio-1.76.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:9d9adda641db7207e800a7f089068f6f645959f2df27e870ee81d44701dd9db3", size = 7620568, upload-time = "2025-10-21T16:20:45.995Z" },
-    { url = "https://files.pythonhosted.org/packages/90/84/7852f7e087285e3ac17a2703bc4129fafee52d77c6c82af97d905566857e/grpcio-1.76.0-cp310-cp310-win32.whl", hash = "sha256:063065249d9e7e0782d03d2bca50787f53bd0fb89a67de9a7b521c4a01f1989b", size = 3998879, upload-time = "2025-10-21T16:20:48.592Z" },
-    { url = "https://files.pythonhosted.org/packages/10/30/d3d2adcbb6dd3ff59d6ac3df6ef830e02b437fb5c90990429fd180e52f30/grpcio-1.76.0-cp310-cp310-win_amd64.whl", hash = "sha256:a6ae758eb08088d36812dd5d9af7a9859c05b1e0f714470ea243694b49278e7b", size = 4706892, upload-time = "2025-10-21T16:20:50.697Z" },
-    { url = "https://files.pythonhosted.org/packages/a0/00/8163a1beeb6971f66b4bbe6ac9457b97948beba8dd2fc8e1281dce7f79ec/grpcio-1.76.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:2e1743fbd7f5fa713a1b0a8ac8ebabf0ec980b5d8809ec358d488e273b9cf02a", size = 5843567, upload-time = "2025-10-21T16:20:52.829Z" },
-    { url = "https://files.pythonhosted.org/packages/10/c1/934202f5cf335e6d852530ce14ddb0fef21be612ba9ecbbcbd4d748ca32d/grpcio-1.76.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:a8c2cf1209497cf659a667d7dea88985e834c24b7c3b605e6254cbb5076d985c", size = 11848017, upload-time = "2025-10-21T16:20:56.705Z" },
-    { url = "https://files.pythonhosted.org/packages/11/0b/8dec16b1863d74af6eb3543928600ec2195af49ca58b16334972f6775663/grpcio-1.76.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:08caea849a9d3c71a542827d6df9d5a69067b0a1efbea8a855633ff5d9571465", size = 6412027, upload-time = "2025-10-21T16:20:59.3Z" },
-    { url = "https://files.pythonhosted.org/packages/d7/64/7b9e6e7ab910bea9d46f2c090380bab274a0b91fb0a2fe9b0cd399fffa12/grpcio-1.76.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:f0e34c2079d47ae9f6188211db9e777c619a21d4faba6977774e8fa43b085e48", size = 7075913, upload-time = "2025-10-21T16:21:01.645Z" },
-    { url = "https://files.pythonhosted.org/packages/68/86/093c46e9546073cefa789bd76d44c5cb2abc824ca62af0c18be590ff13ba/grpcio-1.76.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8843114c0cfce61b40ad48df65abcfc00d4dba82eae8718fab5352390848c5da", size = 6615417, upload-time = "2025-10-21T16:21:03.844Z" },
-    { url = "https://files.pythonhosted.org/packages/f7/b6/5709a3a68500a9c03da6fb71740dcdd5ef245e39266461a03f31a57036d8/grpcio-1.76.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8eddfb4d203a237da6f3cc8a540dad0517d274b5a1e9e636fd8d2c79b5c1d397", size = 7199683, upload-time = "2025-10-21T16:21:06.195Z" },
-    { url = "https://files.pythonhosted.org/packages/91/d3/4b1f2bf16ed52ce0b508161df3a2d186e4935379a159a834cb4a7d687429/grpcio-1.76.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:32483fe2aab2c3794101c2a159070584e5db11d0aa091b2c0ea9c4fc43d0d749", size = 8163109, upload-time = "2025-10-21T16:21:08.498Z" },
-    { url = "https://files.pythonhosted.org/packages/5c/61/d9043f95f5f4cf085ac5dd6137b469d41befb04bd80280952ffa2a4c3f12/grpcio-1.76.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:dcfe41187da8992c5f40aa8c5ec086fa3672834d2be57a32384c08d5a05b4c00", size = 7626676, upload-time = "2025-10-21T16:21:10.693Z" },
-    { url = "https://files.pythonhosted.org/packages/36/95/fd9a5152ca02d8881e4dd419cdd790e11805979f499a2e5b96488b85cf27/grpcio-1.76.0-cp311-cp311-win32.whl", hash = "sha256:2107b0c024d1b35f4083f11245c0e23846ae64d02f40b2b226684840260ed054", size = 3997688, upload-time = "2025-10-21T16:21:12.746Z" },
-    { url = "https://files.pythonhosted.org/packages/60/9c/5c359c8d4c9176cfa3c61ecd4efe5affe1f38d9bae81e81ac7186b4c9cc8/grpcio-1.76.0-cp311-cp311-win_amd64.whl", hash = "sha256:522175aba7af9113c48ec10cc471b9b9bd4f6ceb36aeb4544a8e2c80ed9d252d", size = 4709315, upload-time = "2025-10-21T16:21:15.26Z" },
-    { url = "https://files.pythonhosted.org/packages/bf/05/8e29121994b8d959ffa0afd28996d452f291b48cfc0875619de0bde2c50c/grpcio-1.76.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:81fd9652b37b36f16138611c7e884eb82e0cec137c40d3ef7c3f9b3ed00f6ed8", size = 5799718, upload-time = "2025-10-21T16:21:17.939Z" },
-    { url = "https://files.pythonhosted.org/packages/d9/75/11d0e66b3cdf998c996489581bdad8900db79ebd83513e45c19548f1cba4/grpcio-1.76.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:04bbe1bfe3a68bbfd4e52402ab7d4eb59d72d02647ae2042204326cf4bbad280", size = 11825627, upload-time = "2025-10-21T16:21:20.466Z" },
-    { url = "https://files.pythonhosted.org/packages/28/50/2f0aa0498bc188048f5d9504dcc5c2c24f2eb1a9337cd0fa09a61a2e75f0/grpcio-1.76.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d388087771c837cdb6515539f43b9d4bf0b0f23593a24054ac16f7a960be16f4", size = 6359167, upload-time = "2025-10-21T16:21:23.122Z" },
-    { url = "https://files.pythonhosted.org/packages/66/e5/bbf0bb97d29ede1d59d6588af40018cfc345b17ce979b7b45424628dc8bb/grpcio-1.76.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:9f8f757bebaaea112c00dba718fc0d3260052ce714e25804a03f93f5d1c6cc11", size = 7044267, upload-time = "2025-10-21T16:21:25.995Z" },
-    { url = "https://files.pythonhosted.org/packages/f5/86/f6ec2164f743d9609691115ae8ece098c76b894ebe4f7c94a655c6b03e98/grpcio-1.76.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:980a846182ce88c4f2f7e2c22c56aefd515daeb36149d1c897f83cf57999e0b6", size = 6573963, upload-time = "2025-10-21T16:21:28.631Z" },
-    { url = "https://files.pythonhosted.org/packages/60/bc/8d9d0d8505feccfdf38a766d262c71e73639c165b311c9457208b56d92ae/grpcio-1.76.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f92f88e6c033db65a5ae3d97905c8fea9c725b63e28d5a75cb73b49bda5024d8", size = 7164484, upload-time = "2025-10-21T16:21:30.837Z" },
-    { url = "https://files.pythonhosted.org/packages/67/e6/5d6c2fc10b95edf6df9b8f19cf10a34263b7fd48493936fffd5085521292/grpcio-1.76.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4baf3cbe2f0be3289eb68ac8ae771156971848bb8aaff60bad42005539431980", size = 8127777, upload-time = "2025-10-21T16:21:33.577Z" },
-    { url = "https://files.pythonhosted.org/packages/3f/c8/dce8ff21c86abe025efe304d9e31fdb0deaaa3b502b6a78141080f206da0/grpcio-1.76.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:615ba64c208aaceb5ec83bfdce7728b80bfeb8be97562944836a7a0a9647d882", size = 7594014, upload-time = "2025-10-21T16:21:41.882Z" },
-    { url = "https://files.pythonhosted.org/packages/e0/42/ad28191ebf983a5d0ecef90bab66baa5a6b18f2bfdef9d0a63b1973d9f75/grpcio-1.76.0-cp312-cp312-win32.whl", hash = "sha256:45d59a649a82df5718fd9527ce775fd66d1af35e6d31abdcdc906a49c6822958", size = 3984750, upload-time = "2025-10-21T16:21:44.006Z" },
-    { url = "https://files.pythonhosted.org/packages/9e/00/7bd478cbb851c04a48baccaa49b75abaa8e4122f7d86da797500cccdd771/grpcio-1.76.0-cp312-cp312-win_amd64.whl", hash = "sha256:c088e7a90b6017307f423efbb9d1ba97a22aa2170876223f9709e9d1de0b5347", size = 4704003, upload-time = "2025-10-21T16:21:46.244Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/ed/71467ab770effc9e8cef5f2e7388beb2be26ed642d567697bb103a790c72/grpcio-1.76.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:26ef06c73eb53267c2b319f43e6634c7556ea37672029241a056629af27c10e2", size = 5807716, upload-time = "2025-10-21T16:21:48.475Z" },
-    { url = "https://files.pythonhosted.org/packages/2c/85/c6ed56f9817fab03fa8a111ca91469941fb514e3e3ce6d793cb8f1e1347b/grpcio-1.76.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:45e0111e73f43f735d70786557dc38141185072d7ff8dc1829d6a77ac1471468", size = 11821522, upload-time = "2025-10-21T16:21:51.142Z" },
-    { url = "https://files.pythonhosted.org/packages/ac/31/2b8a235ab40c39cbc141ef647f8a6eb7b0028f023015a4842933bc0d6831/grpcio-1.76.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:83d57312a58dcfe2a3a0f9d1389b299438909a02db60e2f2ea2ae2d8034909d3", size = 6362558, upload-time = "2025-10-21T16:21:54.213Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/64/9784eab483358e08847498ee56faf8ff6ea8e0a4592568d9f68edc97e9e9/grpcio-1.76.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:3e2a27c89eb9ac3d81ec8835e12414d73536c6e620355d65102503064a4ed6eb", size = 7049990, upload-time = "2025-10-21T16:21:56.476Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/94/8c12319a6369434e7a184b987e8e9f3b49a114c489b8315f029e24de4837/grpcio-1.76.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:61f69297cba3950a524f61c7c8ee12e55c486cb5f7db47ff9dcee33da6f0d3ae", size = 6575387, upload-time = "2025-10-21T16:21:59.051Z" },
-    { url = "https://files.pythonhosted.org/packages/15/0f/f12c32b03f731f4a6242f771f63039df182c8b8e2cf8075b245b409259d4/grpcio-1.76.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6a15c17af8839b6801d554263c546c69c4d7718ad4321e3166175b37eaacca77", size = 7166668, upload-time = "2025-10-21T16:22:02.049Z" },
-    { url = "https://files.pythonhosted.org/packages/ff/2d/3ec9ce0c2b1d92dd59d1c3264aaec9f0f7c817d6e8ac683b97198a36ed5a/grpcio-1.76.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:25a18e9810fbc7e7f03ec2516addc116a957f8cbb8cbc95ccc80faa072743d03", size = 8124928, upload-time = "2025-10-21T16:22:04.984Z" },
-    { url = "https://files.pythonhosted.org/packages/1a/74/fd3317be5672f4856bcdd1a9e7b5e17554692d3db9a3b273879dc02d657d/grpcio-1.76.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:931091142fd8cc14edccc0845a79248bc155425eee9a98b2db2ea4f00a235a42", size = 7589983, upload-time = "2025-10-21T16:22:07.881Z" },
-    { url = "https://files.pythonhosted.org/packages/45/bb/ca038cf420f405971f19821c8c15bcbc875505f6ffadafe9ffd77871dc4c/grpcio-1.76.0-cp313-cp313-win32.whl", hash = "sha256:5e8571632780e08526f118f74170ad8d50fb0a48c23a746bef2a6ebade3abd6f", size = 3984727, upload-time = "2025-10-21T16:22:10.032Z" },
-    { url = "https://files.pythonhosted.org/packages/41/80/84087dc56437ced7cdd4b13d7875e7439a52a261e3ab4e06488ba6173b0a/grpcio-1.76.0-cp313-cp313-win_amd64.whl", hash = "sha256:f9f7bd5faab55f47231ad8dba7787866b69f5e93bc306e3915606779bbfb4ba8", size = 4702799, upload-time = "2025-10-21T16:22:12.709Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/46/39adac80de49d678e6e073b70204091e76631e03e94928b9ea4ecf0f6e0e/grpcio-1.76.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:ff8a59ea85a1f2191a0ffcc61298c571bc566332f82e5f5be1b83c9d8e668a62", size = 5808417, upload-time = "2025-10-21T16:22:15.02Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/f5/a4531f7fb8b4e2a60b94e39d5d924469b7a6988176b3422487be61fe2998/grpcio-1.76.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:06c3d6b076e7b593905d04fdba6a0525711b3466f43b3400266f04ff735de0cd", size = 11828219, upload-time = "2025-10-21T16:22:17.954Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/1c/de55d868ed7a8bd6acc6b1d6ddc4aa36d07a9f31d33c912c804adb1b971b/grpcio-1.76.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fd5ef5932f6475c436c4a55e4336ebbe47bd3272be04964a03d316bbf4afbcbc", size = 6367826, upload-time = "2025-10-21T16:22:20.721Z" },
-    { url = "https://files.pythonhosted.org/packages/59/64/99e44c02b5adb0ad13ab3adc89cb33cb54bfa90c74770f2607eea629b86f/grpcio-1.76.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b331680e46239e090f5b3cead313cc772f6caa7d0fc8de349337563125361a4a", size = 7049550, upload-time = "2025-10-21T16:22:23.637Z" },
-    { url = "https://files.pythonhosted.org/packages/43/28/40a5be3f9a86949b83e7d6a2ad6011d993cbe9b6bd27bea881f61c7788b6/grpcio-1.76.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2229ae655ec4e8999599469559e97630185fdd53ae1e8997d147b7c9b2b72cba", size = 6575564, upload-time = "2025-10-21T16:22:26.016Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/a9/1be18e6055b64467440208a8559afac243c66a8b904213af6f392dc2212f/grpcio-1.76.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:490fa6d203992c47c7b9e4a9d39003a0c2bcc1c9aa3c058730884bbbb0ee9f09", size = 7176236, upload-time = "2025-10-21T16:22:28.362Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/55/dba05d3fcc151ce6e81327541d2cc8394f442f6b350fead67401661bf041/grpcio-1.76.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:479496325ce554792dba6548fae3df31a72cef7bad71ca2e12b0e58f9b336bfc", size = 8125795, upload-time = "2025-10-21T16:22:31.075Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/45/122df922d05655f63930cf42c9e3f72ba20aadb26c100ee105cad4ce4257/grpcio-1.76.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:1c9b93f79f48b03ada57ea24725d83a30284a012ec27eab2cf7e50a550cbbbcc", size = 7592214, upload-time = "2025-10-21T16:22:33.831Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/6e/0b899b7f6b66e5af39e377055fb4a6675c9ee28431df5708139df2e93233/grpcio-1.76.0-cp314-cp314-win32.whl", hash = "sha256:747fa73efa9b8b1488a95d0ba1039c8e2dca0f741612d80415b1e1c560febf4e", size = 4062961, upload-time = "2025-10-21T16:22:36.468Z" },
-    { url = "https://files.pythonhosted.org/packages/19/41/0b430b01a2eb38ee887f88c1f07644a1df8e289353b78e82b37ef988fb64/grpcio-1.76.0-cp314-cp314-win_amd64.whl", hash = "sha256:922fa70ba549fce362d2e2871ab542082d66e2aaf0c19480ea453905b01f384e", size = 4834462, upload-time = "2025-10-21T16:22:39.772Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/cd/bb7b7e54084a344c03d68144450da7ddd5564e51a298ae1662de65f48e2d/grpcio-1.80.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:886457a7768e408cdce226ad1ca67d2958917d306523a0e21e1a2fdaa75c9c9c", size = 6050363, upload-time = "2026-03-30T08:46:20.894Z" },
+    { url = "https://files.pythonhosted.org/packages/16/02/1417f5c3460dea65f7a2e3c14e8b31e77f7ffb730e9bfadd89eda7a9f477/grpcio-1.80.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:7b641fc3f1dc647bfd80bd713addc68f6d145956f64677e56d9ebafc0bd72388", size = 12026037, upload-time = "2026-03-30T08:46:25.144Z" },
+    { url = "https://files.pythonhosted.org/packages/43/98/c910254eedf2cae368d78336a2de0678e66a7317d27c02522392f949b5c6/grpcio-1.80.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:33eb763f18f006dc7fee1e69831d38d23f5eccd15b2e0f92a13ee1d9242e5e02", size = 6602306, upload-time = "2026-03-30T08:46:27.593Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/f8/88ca4e78c077b2b2113d95da1e1ab43efd43d723c9a0397d26529c2c1a56/grpcio-1.80.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:52d143637e3872633fc7dd7c3c6a1c84e396b359f3a72e215f8bf69fd82084fc", size = 7301535, upload-time = "2026-03-30T08:46:29.556Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/96/f28660fe2fe0f153288bf4a04e4910b7309d442395135c88ed4f5b3b8b40/grpcio-1.80.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c51bf8ac4575af2e0678bccfb07e47321fc7acb5049b4482832c5c195e04e13a", size = 6808669, upload-time = "2026-03-30T08:46:31.984Z" },
+    { url = "https://files.pythonhosted.org/packages/47/eb/3f68a5e955779c00aeef23850e019c1c1d0e032d90633ba49c01ad5a96e0/grpcio-1.80.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:50a9871536d71c4fba24ee856abc03a87764570f0c457dd8db0b4018f379fed9", size = 7409489, upload-time = "2026-03-30T08:46:34.684Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/a7/d2f681a4bfb881be40659a309771f3bdfbfdb1190619442816c3f0ffc079/grpcio-1.80.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:a72d84ad0514db063e21887fbacd1fd7acb4d494a564cae22227cd45c7fbf199", size = 8423167, upload-time = "2026-03-30T08:46:36.833Z" },
+    { url = "https://files.pythonhosted.org/packages/97/8a/29b4589c204959aa35ce5708400a05bba72181807c45c47b3ec000c39333/grpcio-1.80.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f7691a6788ad9196872f95716df5bc643ebba13c97140b7a5ee5c8e75d1dea81", size = 7846761, upload-time = "2026-03-30T08:46:40.091Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/d2/ed143e097230ee121ac5848f6ff14372dba91289b10b536d54fb1b7cbae7/grpcio-1.80.0-cp310-cp310-win32.whl", hash = "sha256:46c2390b59d67f84e882694d489f5b45707c657832d7934859ceb8c33f467069", size = 4156534, upload-time = "2026-03-30T08:46:42.026Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/c9/df8279bb49b29409995e95efa85b72973d62f8aeff89abee58c91f393710/grpcio-1.80.0-cp310-cp310-win_amd64.whl", hash = "sha256:dc053420fc75749c961e2a4c906398d7c15725d36ccc04ae6d16093167223b58", size = 4889869, upload-time = "2026-03-30T08:46:44.219Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/db/1d56e5f5823257b291962d6c0ce106146c6447f405b60b234c4f222a7cde/grpcio-1.80.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:dfab85db094068ff42e2a3563f60ab3dddcc9d6488a35abf0132daec13209c8a", size = 6055009, upload-time = "2026-03-30T08:46:46.265Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/18/c83f3cad64c5ca63bca7e91e5e46b0d026afc5af9d0a9972472ceba294b3/grpcio-1.80.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:5c07e82e822e1161354e32da2662f741a4944ea955f9f580ec8fb409dd6f6060", size = 12035295, upload-time = "2026-03-30T08:46:49.099Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/8e/e14966b435be2dda99fbe89db9525ea436edc79780431a1c2875a3582644/grpcio-1.80.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ba0915d51fd4ced2db5ff719f84e270afe0e2d4c45a7bdb1e8d036e4502928c2", size = 6610297, upload-time = "2026-03-30T08:46:52.123Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/26/d5eb38f42ce0e3fdc8174ea4d52036ef8d58cc4426cb800f2610f625dd75/grpcio-1.80.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:3cb8130ba457d2aa09fa6b7c3ed6b6e4e6a2685fce63cb803d479576c4d80e21", size = 7300208, upload-time = "2026-03-30T08:46:54.859Z" },
+    { url = "https://files.pythonhosted.org/packages/25/51/bd267c989f85a17a5b3eea65a6feb4ff672af41ca614e5a0279cc0ea381c/grpcio-1.80.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:09e5e478b3d14afd23f12e49e8b44c8684ac3c5f08561c43a5b9691c54d136ab", size = 6813442, upload-time = "2026-03-30T08:46:57.056Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/d9/d80eef735b19e9169e30164bbf889b46f9df9127598a83d174eb13a48b26/grpcio-1.80.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:00168469238b022500e486c1c33916acf2f2a9b2c022202cf8a1885d2e3073c1", size = 7414743, upload-time = "2026-03-30T08:46:59.682Z" },
+    { url = "https://files.pythonhosted.org/packages/de/f2/567f5bd5054398ed6b0509b9a30900376dcf2786bd936812098808b49d8d/grpcio-1.80.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8502122a3cc1714038e39a0b071acb1207ca7844208d5ea0d091317555ee7106", size = 8426046, upload-time = "2026-03-30T08:47:02.474Z" },
+    { url = "https://files.pythonhosted.org/packages/62/29/73ef0141b4732ff5eacd68430ff2512a65c004696997f70476a83e548e7e/grpcio-1.80.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ce1794f4ea6cc3ca29463f42d665c32ba1b964b48958a66497917fe9069f26e6", size = 7851641, upload-time = "2026-03-30T08:47:05.462Z" },
+    { url = "https://files.pythonhosted.org/packages/46/69/abbfa360eb229a8623bab5f5a4f8105e445bd38ce81a89514ba55d281ad0/grpcio-1.80.0-cp311-cp311-win32.whl", hash = "sha256:51b4a7189b0bef2aa30adce3c78f09c83526cf3dddb24c6a96555e3b97340440", size = 4154368, upload-time = "2026-03-30T08:47:08.027Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/d4/ae92206d01183b08613e846076115f5ac5991bae358d2a749fa864da5699/grpcio-1.80.0-cp311-cp311-win_amd64.whl", hash = "sha256:02e64bb0bb2da14d947a49e6f120a75e947250aebe65f9629b62bb1f5c14e6e9", size = 4894235, upload-time = "2026-03-30T08:47:10.839Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/e8/a2b749265eb3415abc94f2e619bbd9e9707bebdda787e61c593004ec927a/grpcio-1.80.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:c624cc9f1008361014378c9d776de7182b11fe8b2e5a81bc69f23a295f2a1ad0", size = 6015616, upload-time = "2026-03-30T08:47:13.428Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/97/b1282161a15d699d1e90c360df18d19165a045ce1c343c7f313f5e8a0b77/grpcio-1.80.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:f49eddcac43c3bf350c0385366a58f36bed8cc2c0ec35ef7b74b49e56552c0c2", size = 12014204, upload-time = "2026-03-30T08:47:15.873Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/5e/d319c6e997b50c155ac5a8cb12f5173d5b42677510e886d250d50264949d/grpcio-1.80.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d334591df610ab94714048e0d5b4f3dd5ad1bee74dfec11eee344220077a79de", size = 6563866, upload-time = "2026-03-30T08:47:18.588Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/f6/fdd975a2cb4d78eb67769a7b3b3830970bfa2e919f1decf724ae4445f42c/grpcio-1.80.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:0cb517eb1d0d0aaf1d87af7cc5b801d686557c1d88b2619f5e31fab3c2315921", size = 7273060, upload-time = "2026-03-30T08:47:21.113Z" },
+    { url = "https://files.pythonhosted.org/packages/db/f0/a3deb5feba60d9538a962913e37bd2e69a195f1c3376a3dd44fe0427e996/grpcio-1.80.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4e78c4ac0d97dc2e569b2f4bcbbb447491167cb358d1a389fc4af71ab6f70411", size = 6782121, upload-time = "2026-03-30T08:47:23.827Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/84/36c6dcfddc093e108141f757c407902a05085e0c328007cb090d56646cdf/grpcio-1.80.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2ed770b4c06984f3b47eb0517b1c69ad0b84ef3f40128f51448433be904634cd", size = 7383811, upload-time = "2026-03-30T08:47:26.517Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/ef/f3a77e3dc5b471a0ec86c564c98d6adfa3510d38f8ee99010410858d591e/grpcio-1.80.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:256507e2f524092f1473071a05e65a5b10d84b82e3ff24c5b571513cfaa61e2f", size = 8393860, upload-time = "2026-03-30T08:47:29.439Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/8d/9d4d27ed7f33d109c50d6b5ce578a9914aa68edab75d65869a17e630a8d1/grpcio-1.80.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:9a6284a5d907c37db53350645567c522be314bac859a64a7a5ca63b77bb7958f", size = 7830132, upload-time = "2026-03-30T08:47:33.254Z" },
+    { url = "https://files.pythonhosted.org/packages/14/e4/9990b41c6d7a44e1e9dee8ac11d7a9802ba1378b40d77468a7761d1ad288/grpcio-1.80.0-cp312-cp312-win32.whl", hash = "sha256:c71309cfce2f22be26aa4a847357c502db6c621f1a49825ae98aa0907595b193", size = 4140904, upload-time = "2026-03-30T08:47:35.319Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/2c/296f6138caca1f4b92a31ace4ae1b87dab692fc16a7a3417af3bb3c805bf/grpcio-1.80.0-cp312-cp312-win_amd64.whl", hash = "sha256:9fe648599c0e37594c4809d81a9e77bd138cc82eb8baa71b6a86af65426723ff", size = 4880944, upload-time = "2026-03-30T08:47:37.831Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/3a/7c3c25789e3f069e581dc342e03613c5b1cb012c4e8c7d9d5cf960a75856/grpcio-1.80.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:e9e408fc016dffd20661f0126c53d8a31c2821b5c13c5d67a0f5ed5de93319ad", size = 6017243, upload-time = "2026-03-30T08:47:40.075Z" },
+    { url = "https://files.pythonhosted.org/packages/04/19/21a9806eb8240e174fd1ab0cd5b9aa948bb0e05c2f2f55f9d5d7405e6d08/grpcio-1.80.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:92d787312e613754d4d8b9ca6d3297e69994a7912a32fa38c4c4e01c272974b0", size = 12010840, upload-time = "2026-03-30T08:47:43.11Z" },
+    { url = "https://files.pythonhosted.org/packages/18/3a/23347d35f76f639e807fb7a36fad3068aed100996849a33809591f26eca6/grpcio-1.80.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8ac393b58aa16991a2f1144ec578084d544038c12242da3a215966b512904d0f", size = 6567644, upload-time = "2026-03-30T08:47:46.806Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/40/96e07ecb604a6a67ae6ab151e3e35b132875d98bc68ec65f3e5ab3e781d7/grpcio-1.80.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:68e5851ac4b9afe07e7f84483803ad167852570d65326b34d54ca560bfa53fb6", size = 7277830, upload-time = "2026-03-30T08:47:49.643Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/e2/da1506ecea1f34a5e365964644b35edef53803052b763ca214ba3870c856/grpcio-1.80.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:873ff5d17d68992ef6605330127425d2fc4e77e612fa3c3e0ed4e668685e3140", size = 6783216, upload-time = "2026-03-30T08:47:52.817Z" },
+    { url = "https://files.pythonhosted.org/packages/44/83/3b20ff58d0c3b7f6caaa3af9a4174d4023701df40a3f39f7f1c8e7c48f9d/grpcio-1.80.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2bea16af2750fd0a899bf1abd9022244418b55d1f37da2202249ba4ba673838d", size = 7385866, upload-time = "2026-03-30T08:47:55.687Z" },
+    { url = "https://files.pythonhosted.org/packages/47/45/55c507599c5520416de5eefecc927d6a0d7af55e91cfffb2e410607e5744/grpcio-1.80.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ba0db34f7e1d803a878284cd70e4c63cb6ae2510ba51937bf8f45ba997cefcf7", size = 8391602, upload-time = "2026-03-30T08:47:58.303Z" },
+    { url = "https://files.pythonhosted.org/packages/10/bb/dd06f4c24c01db9cf11341b547d0a016b2c90ed7dbbb086a5710df7dd1d7/grpcio-1.80.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8eb613f02d34721f1acf3626dfdb3545bd3c8505b0e52bf8b5710a28d02e8aa7", size = 7826752, upload-time = "2026-03-30T08:48:01.311Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/1e/9d67992ba23371fd63d4527096eb8c6b76d74d52b500df992a3343fd7251/grpcio-1.80.0-cp313-cp313-win32.whl", hash = "sha256:93b6f823810720912fd131f561f91f5fed0fda372b6b7028a2681b8194d5d294", size = 4142310, upload-time = "2026-03-30T08:48:04.594Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/e6/283326a27da9e2c3038bc93eeea36fb118ce0b2d03922a9cda6688f53c5b/grpcio-1.80.0-cp313-cp313-win_amd64.whl", hash = "sha256:e172cf795a3ba5246d3529e4d34c53db70e888fa582a8ffebd2e6e48bc0cba50", size = 4882833, upload-time = "2026-03-30T08:48:07.363Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/6d/e65307ce20f5a09244ba9e9d8476e99fb039de7154f37fb85f26978b59c3/grpcio-1.80.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:3d4147a97c8344d065d01bbf8b6acec2cf86fb0400d40696c8bdad34a64ffc0e", size = 6017376, upload-time = "2026-03-30T08:48:10.005Z" },
+    { url = "https://files.pythonhosted.org/packages/69/10/9cef5d9650c72625a699c549940f0abb3c4bfdb5ed45a5ce431f92f31806/grpcio-1.80.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:d8e11f167935b3eb089ac9038e1a063e6d7dbe995c0bb4a661e614583352e76f", size = 12018133, upload-time = "2026-03-30T08:48:12.927Z" },
+    { url = "https://files.pythonhosted.org/packages/04/82/983aabaad82ba26113caceeb9091706a0696b25da004fe3defb5b346e15b/grpcio-1.80.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f14b618fc30de822681ee986cfdcc2d9327229dc4c98aed16896761cacd468b9", size = 6574748, upload-time = "2026-03-30T08:48:16.386Z" },
+    { url = "https://files.pythonhosted.org/packages/07/d7/031666ef155aa0bf399ed7e19439656c38bbd143779ae0861b038ce82abd/grpcio-1.80.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:4ed39fbdcf9b87370f6e8df4e39ca7b38b3e5e9d1b0013c7b6be9639d6578d14", size = 7277711, upload-time = "2026-03-30T08:48:19.627Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/43/f437a78f7f4f1d311804189e8f11fb311a01049b2e08557c1068d470cb2e/grpcio-1.80.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2dcc70e9f0ba987526e8e8603a610fb4f460e42899e74e7a518bf3c68fe1bf05", size = 6785372, upload-time = "2026-03-30T08:48:22.373Z" },
+    { url = "https://files.pythonhosted.org/packages/93/3d/f6558e9c6296cb4227faa5c43c54a34c68d32654b829f53288313d16a86e/grpcio-1.80.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:448c884b668b868562b1bda833c5fce6272d26e1926ec46747cda05741d302c1", size = 7395268, upload-time = "2026-03-30T08:48:25.638Z" },
+    { url = "https://files.pythonhosted.org/packages/06/21/0fdd77e84720b08843c371a2efa6f2e19dbebf56adc72df73d891f5506f0/grpcio-1.80.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:a1dc80fe55685b4a543555e6eef975303b36c8db1023b1599b094b92aa77965f", size = 8392000, upload-time = "2026-03-30T08:48:28.974Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/68/67f4947ed55d2e69f2cc199ab9fd85e0a0034d813bbeef84df6d2ba4d4b7/grpcio-1.80.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:31b9ac4ad1aa28ffee5503821fafd09e4da0a261ce1c1281c6c8da0423c83b6e", size = 7828477, upload-time = "2026-03-30T08:48:32.054Z" },
+    { url = "https://files.pythonhosted.org/packages/44/b6/8d4096691b2e385e8271911a0de4f35f0a6c7d05aff7098e296c3de86939/grpcio-1.80.0-cp314-cp314-win32.whl", hash = "sha256:367ce30ba67d05e0592470428f0ec1c31714cab9ef19b8f2e37be1f4c7d32fae", size = 4218563, upload-time = "2026-03-30T08:48:34.538Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/8c/bbe6baf2557262834f2070cf668515fa308b2d38a4bbf771f8f7872a7036/grpcio-1.80.0-cp314-cp314-win_amd64.whl", hash = "sha256:3b01e1f5464c583d2f567b2e46ff0d516ef979978f72091fd81f5ab7fa6e2e7f", size = 5019457, upload-time = "2026-03-30T08:48:37.308Z" },
 ]
 
 [[package]]
 name = "grpcio-health-checking"
-version = "1.76.0"
+version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "grpcio", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "protobuf", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/3e/96/5a52dcf21078b47ffa0c2ed613c3153a06f138edb6133792bace5f1ccc1d/grpcio_health_checking-1.76.0.tar.gz", hash = "sha256:b7a99d74096b3ab3a59987fc02374068e1c180a352e8d1f79f10e5a23727098d", size = 16784, upload-time = "2025-10-21T16:28:55.204Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d1/a2/aa3cc47f19c03f8e5287b987317059753141a3af8f66b96d5a64b3be10b8/grpcio_health_checking-1.80.0.tar.gz", hash = "sha256:2cc5f08bc8b816b8655ab6f59c71450063ba20766d31e21a493e912e3560c8b1", size = 17117, upload-time = "2026-03-30T08:54:41.899Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/65/e6/746dffa51399827e38bb3f3f1ad656a3d8c1255039b256a6f76593368768/grpcio_health_checking-1.76.0-py3-none-any.whl", hash = "sha256:9743f345a855ba030cc7c381361606870b79d33bb71d7756efa47b6faa970f81", size = 18910, upload-time = "2025-10-21T16:27:26.332Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/d1/d97eb30386feff6ac2a662620e2ed68be352e9a182d62e06213db694906a/grpcio_health_checking-1.80.0-py3-none-any.whl", hash = "sha256:d804d4549cbb71e90ca2c7bf0c501060135dfd220aca8e2c54f96d3e79e210e5", size = 19125, upload-time = "2026-03-30T08:53:44.835Z" },
 ]
 
 [[package]]
 name = "grpcio-tools"
-version = "1.75.1"
+version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "grpcio", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "protobuf", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "setuptools", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/76/0cd2a2bb379275c319544a3ab613dc3cea7a167503908c1b4de55f82bd9e/grpcio_tools-1.75.1.tar.gz", hash = "sha256:bb78960cf3d58941e1fec70cbdaccf255918beed13c34112a6915a6d8facebd1", size = 5390470, upload-time = "2025-09-26T09:10:11.948Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/c8/1223f29c84a143ae9a56c084fc96894de0ba84b6e8d60a26241abd81d278/grpcio_tools-1.80.0.tar.gz", hash = "sha256:26052b19c6ce0dcf52d1024496aea3e2bdfa864159f06dc7b97b22d041a94b26", size = 6133212, upload-time = "2026-03-30T08:52:39.077Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/26/b7/7d1b0b7669f993a6a393083a876937f478ca034c283eb23baf6720d8c85a/grpcio_tools-1.75.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:ae0f04d5ec8b8e13476bf516a08fc1de4e58c6bf79f99123a6b964ca7d02c790", size = 2545419, upload-time = "2025-09-26T09:07:44.432Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/c0/db5d052d1ba5e859c833d1366960d784c0b44c8330012717aeaa123b6b9f/grpcio_tools-1.75.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:24a881ad7292e904fc256892b647da17d9137ef2e72faf8b7c8e515314ad1377", size = 5841650, upload-time = "2025-09-26T09:07:50.987Z" },
-    { url = "https://files.pythonhosted.org/packages/af/13/ab49230ef106f2b9de156a813bc14049e6fd4fe9c26fa0cde496f0e86a09/grpcio_tools-1.75.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1b5810ace274dba12ecfac69ac32c8047c6ee0200a23274cb4885ed4187271f8", size = 2591560, upload-time = "2025-09-26T09:07:52.777Z" },
-    { url = "https://files.pythonhosted.org/packages/29/fd/1fd3069fb0559c2f90d85b0fd3a73adc3f63966c6300fee01e4e52740229/grpcio_tools-1.75.1-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:ab33993288b97b1180e092fa447a8ce00fbc8c59d67b23553245b88d14fe36bb", size = 2904895, upload-time = "2025-09-26T09:07:55.002Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/51/e58fae40132a4589819c388333545a33a89f91b8affcac45623ace9ca659/grpcio_tools-1.75.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4cac693621043ef11d3ab2318e811d919779f8cd5011ba8e37f44c178c831d94", size = 2656151, upload-time = "2025-09-26T09:07:56.762Z" },
-    { url = "https://files.pythonhosted.org/packages/39/c9/a33736c2a8ceee39991f2c9f67a426ab799c6caf09145120bae6080428d5/grpcio_tools-1.75.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a09cd5d267b296af67116fe098633ad770bc8c19831a5f3c896f65fad90c1064", size = 3105152, upload-time = "2025-09-26T09:07:58.702Z" },
-    { url = "https://files.pythonhosted.org/packages/ac/71/2f09cbe321f057a47a8ae4dacf004bbe8a171fd712b8f7f689ec7b2f1c49/grpcio_tools-1.75.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:dff4bcb4d16cf9ef745c1984394ed15187e6c23d73d71377377deaf443d11358", size = 3654551, upload-time = "2025-09-26T09:08:00.87Z" },
-    { url = "https://files.pythonhosted.org/packages/05/54/91481a5b96cab2a81326ab1041fd7cfc6b6ce0cd82bab14ebcdb6ed78d4e/grpcio_tools-1.75.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:16d5986b37e2a9203f85e456c7ff8705b932718021d408adfe4a79e0f4d95949", size = 3322220, upload-time = "2025-09-26T09:08:02.724Z" },
-    { url = "https://files.pythonhosted.org/packages/a2/07/272955f15a35ef0069ebe17a5fc14282c6dc6690edeb4dbe6a81dd2d1efb/grpcio_tools-1.75.1-cp310-cp310-win32.whl", hash = "sha256:3fbac14998bfadc6b9140b6339dbc5f673700ebb4d45ba0c4d4fbe0ffb8559a9", size = 992986, upload-time = "2025-09-26T09:08:04.6Z" },
-    { url = "https://files.pythonhosted.org/packages/16/9a/482b05c1277b3385be7e426f000efb921ce3ae76bcb8aa4f9b9f724c58d3/grpcio_tools-1.75.1-cp310-cp310-win_amd64.whl", hash = "sha256:b56e495844eb899de721eb77d9e077192bdeb40842f598481d32a8f6de3db124", size = 1157427, upload-time = "2025-09-26T09:08:06.246Z" },
-    { url = "https://files.pythonhosted.org/packages/45/28/71ab934662d41ded4e451d9af0ec6f9aade3525e470fdfd10bd20e588e44/grpcio_tools-1.75.1-cp311-cp311-linux_armv7l.whl", hash = "sha256:f0635231feb70a9d551452829943a1a5fa651283e7a300aadc22df5ea5da696f", size = 2545461, upload-time = "2025-09-26T09:08:08.514Z" },
-    { url = "https://files.pythonhosted.org/packages/69/40/d90f6fdb51f51b2a518401207b3920fcfdfa996ed7bca844096f111ed839/grpcio_tools-1.75.1-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:626293296ef7e2d87ab1a80b81a55eef91883c65b59a97576099a28b9535100b", size = 5842958, upload-time = "2025-09-26T09:08:11.468Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/b7/52e6f32fd0101e3ac9c654a6441b254ba5874f146b543b20afbcb8246947/grpcio_tools-1.75.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:071339d90f1faab332ce4919c815a10b9c3ed2c09473f550f686bf9cc148579f", size = 2591669, upload-time = "2025-09-26T09:08:13.481Z" },
-    { url = "https://files.pythonhosted.org/packages/0a/3c/115c59a5c0c8e9d7d99a40bac8d5e91c05b6735b3bb185265d40e9fc4346/grpcio_tools-1.75.1-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:44195f58c052fa935b78c7438c85cbcd4b273dd685028e4f6d4d7b30d47daad1", size = 2904952, upload-time = "2025-09-26T09:08:15.299Z" },
-    { url = "https://files.pythonhosted.org/packages/a9/cd/d2a3583a5b1d71da88f7998f20fb5a0b6fe5bb96bb916a610c29269063b6/grpcio_tools-1.75.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:860fafdb85726029d646c99859ff7bdca5aae61b5ff038c3bd355fc1ec6b2764", size = 2656311, upload-time = "2025-09-26T09:08:17.094Z" },
-    { url = "https://files.pythonhosted.org/packages/aa/09/67b9215d39add550e430c9677bd43c9a315da07ab62fa3a5f44f1cf5bb75/grpcio_tools-1.75.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4559547a0cb3d3db1b982eea87d4656036339b400f48127fef932210672fb59e", size = 3105583, upload-time = "2025-09-26T09:08:19.179Z" },
-    { url = "https://files.pythonhosted.org/packages/98/d7/d400b90812470f3dc2466964e62fc03592de46b5c824c82ef5303be60167/grpcio_tools-1.75.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:9af65a310807d7f36a8f7cddea142fe97d6dffba74444f38870272f2e5a3a06b", size = 3654677, upload-time = "2025-09-26T09:08:21.227Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/93/edf6de71b4f936b3f09461a3286db1f902c6366c5de06ef19a8c2523034a/grpcio_tools-1.75.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:8c1de31aefc0585d2f915a7cd0994d153547495b8d79c44c58048a3ede0b65be", size = 3322147, upload-time = "2025-09-26T09:08:23.08Z" },
-    { url = "https://files.pythonhosted.org/packages/80/00/0f8c6204e34070e7d4f344b27e4b1b0320dfdd94574f79738a43504d182e/grpcio_tools-1.75.1-cp311-cp311-win32.whl", hash = "sha256:efaf95fcaa5d3ac1bcfe44ceed9e2512eb95b5c8c476569bdbbe2bee4b59c8a9", size = 993388, upload-time = "2025-09-26T09:08:24.708Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/ae/6f738154980f606293988a64ef4bb0ea2bb12029a4529464aac56fe2ab99/grpcio_tools-1.75.1-cp311-cp311-win_amd64.whl", hash = "sha256:7cefe76fc35c825f0148d60d2294a527053d0f5dd6a60352419214a8c53223c9", size = 1157907, upload-time = "2025-09-26T09:08:26.537Z" },
-    { url = "https://files.pythonhosted.org/packages/ef/a7/581bb204d19a347303ed5e25b19f7d8c6365a28c242fca013d1d6d78ad7e/grpcio_tools-1.75.1-cp312-cp312-linux_armv7l.whl", hash = "sha256:49b68936cf212052eeafa50b824e17731b78d15016b235d36e0d32199000b14c", size = 2546099, upload-time = "2025-09-26T09:08:28.794Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/59/ab65998eba14ff9d292c880f6a276fe7d0571bba3bb4ddf66aca1f8438b5/grpcio_tools-1.75.1-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:08cb6e568e58b76a2178ad3b453845ff057131fff00f634d7e15dcd015cd455b", size = 5839838, upload-time = "2025-09-26T09:08:31.038Z" },
-    { url = "https://files.pythonhosted.org/packages/7e/65/7027f71069b4c1e8c7b46de8c46c297c9d28ef6ed4ea0161e8c82c75d1d0/grpcio_tools-1.75.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:168402ad29a249092673079cf46266936ec2fb18d4f854d96e9c5fa5708efa39", size = 2592916, upload-time = "2025-09-26T09:08:33.216Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/84/1abfb3c679b78c7fca7524031cf9de4c4c509c441b48fd26291ac16dd1af/grpcio_tools-1.75.1-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:bbae11c29fcf450730f021bfc14b12279f2f985e2e493ccc2f133108728261db", size = 2905276, upload-time = "2025-09-26T09:08:35.691Z" },
-    { url = "https://files.pythonhosted.org/packages/99/cd/7f9e05f1eddccb61bc0ead1e49eb2222441957b02ed11acfcd2f795b03a8/grpcio_tools-1.75.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:38c6c7d5d4800f636ee691cd073db1606d1a6a76424ca75c9b709436c9c20439", size = 2656424, upload-time = "2025-09-26T09:08:38.255Z" },
-    { url = "https://files.pythonhosted.org/packages/29/1d/8b7852771c2467728341f7b9c3ca4ebc76e4e23485c6a3e6d97a8323ad2a/grpcio_tools-1.75.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:626f6a61a8f141dde9a657775854d1c0d99509f9a2762b82aa401a635f6ec73d", size = 3108985, upload-time = "2025-09-26T09:08:40.291Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/6a/069da89cdf2e97e4558bfceef5b60bf0ef200c443b465e7691869006dd32/grpcio_tools-1.75.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:f61a8334ae38d4f98c744a732b89527e5af339d17180e25fff0676060f8709b7", size = 3657940, upload-time = "2025-09-26T09:08:42.437Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/e4/ca8dae800c084beb89e2720346f70012d36dfb9df02d8eacd518c06cf4a0/grpcio_tools-1.75.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:bd0c3fb40d89a1e24a41974e77c7331e80396ab7cde39bc396a13d6b5e2a750b", size = 3324878, upload-time = "2025-09-26T09:08:45.083Z" },
-    { url = "https://files.pythonhosted.org/packages/58/06/cbe923679309bf970923f4a11351ea9e485291b504d7243130fdcfdcb03f/grpcio_tools-1.75.1-cp312-cp312-win32.whl", hash = "sha256:004bc5327593eea48abd03be3188e757c3ca0039079587a6aac24275127cac20", size = 993071, upload-time = "2025-09-26T09:08:46.785Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/0c/84d6be007262c5d88a590082f3a1fe62d4b0eeefa10c6cdb3548f3663e80/grpcio_tools-1.75.1-cp312-cp312-win_amd64.whl", hash = "sha256:23952692160b5fe7900653dfdc9858dc78c2c42e15c27e19ee780c8917ba6028", size = 1157506, upload-time = "2025-09-26T09:08:48.844Z" },
-    { url = "https://files.pythonhosted.org/packages/47/fa/624bbe1b2ccf4f6044bf3cd314fe2c35f78f702fcc2191dc65519baddca4/grpcio_tools-1.75.1-cp313-cp313-linux_armv7l.whl", hash = "sha256:ca9e116aab0ecf4365fc2980f2e8ae1b22273c3847328b9a8e05cbd14345b397", size = 2545752, upload-time = "2025-09-26T09:08:51.433Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/4c/6d884e2337feff0a656e395338019adecc3aa1daeae9d7e8eb54340d4207/grpcio_tools-1.75.1-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:9fe87a926b65eb7f41f8738b6d03677cc43185ff77a9d9b201bdb2f673f3fa1e", size = 5838163, upload-time = "2025-09-26T09:08:53.858Z" },
-    { url = "https://files.pythonhosted.org/packages/d1/2a/2ba7b6911a754719643ed92ae816a7f989af2be2882b9a9e1f90f4b0e882/grpcio_tools-1.75.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:45503a6094f91b3fd31c3d9adef26ac514f102086e2a37de797e220a6791ee87", size = 2592148, upload-time = "2025-09-26T09:08:55.86Z" },
-    { url = "https://files.pythonhosted.org/packages/88/db/fa613a45c3c7b00f905bd5ad3a93c73194724d0a2dd72adae3be32983343/grpcio_tools-1.75.1-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b01b60b3de67be531a39fd869d7613fa8f178aff38c05e4d8bc2fc530fa58cb5", size = 2905215, upload-time = "2025-09-26T09:08:58.27Z" },
-    { url = "https://files.pythonhosted.org/packages/d7/0c/ee4786972bb82f60e4f313bb2227c79c2cd20eb13c94c0263067923cfd12/grpcio_tools-1.75.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:09e2b9b9488735514777d44c1e4eda813122d2c87aad219f98d5d49b359a8eab", size = 2656251, upload-time = "2025-09-26T09:09:00.249Z" },
-    { url = "https://files.pythonhosted.org/packages/77/f1/cc5a50658d705d0b71ff8a4fbbfcc6279d3c95731a2ef7285e13dc40e2fe/grpcio_tools-1.75.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:55e60300e62b220fabe6f062fe69f143abaeff3335f79b22b56d86254f3c3c80", size = 3108911, upload-time = "2025-09-26T09:09:02.515Z" },
-    { url = "https://files.pythonhosted.org/packages/09/d8/43545f77c4918e778e90bc2c02b3462ac71cee14f29d85cdb69b089538eb/grpcio_tools-1.75.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:49ce00fcc6facbbf52bf376e55b8e08810cecd03dab0b3a2986d73117c6f6ee4", size = 3657021, upload-time = "2025-09-26T09:09:05.331Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/0b/2ae5925374b66bc8df5b828eff1a5f9459349c83dae1773f0aa9858707e6/grpcio_tools-1.75.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:71e95479aea868f8c8014d9dc4267f26ee75388a0d8a552e1648cfa0b53d24b4", size = 3324450, upload-time = "2025-09-26T09:09:07.867Z" },
-    { url = "https://files.pythonhosted.org/packages/6e/53/9f887bacbecf892ac5b0b282477ca8cfa5b73911b04259f0d88b52e9a055/grpcio_tools-1.75.1-cp313-cp313-win32.whl", hash = "sha256:fff9d2297416eae8861e53154ccf70a19994e5935e6c8f58ebf431f81cbd8d12", size = 992434, upload-time = "2025-09-26T09:09:09.966Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/f0/9979d97002edffdc2a88e5f2e0dccea396dd4a6eab34fa2f705fe43eae2f/grpcio_tools-1.75.1-cp313-cp313-win_amd64.whl", hash = "sha256:1849ddd508143eb48791e81d42ddc924c554d1b4900e06775a927573a8d4267f", size = 1157069, upload-time = "2025-09-26T09:09:12.287Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/0b/4ff4ead293f2b016668628a240937828444094778c8037d2bbef700e9097/grpcio_tools-1.75.1-cp314-cp314-linux_armv7l.whl", hash = "sha256:f281b594489184b1f9a337cdfed1fc1ddb8428f41c4b4023de81527e90b38e1e", size = 2545868, upload-time = "2025-09-26T09:09:14.716Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/78/aa6bf73a18de5357c01ef87eea92150931586b25196fa4df197a37bae11d/grpcio_tools-1.75.1-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:becf8332f391abc62bf4eea488b63be063d76a7cf2ef00b2e36c617d9ee9216b", size = 5838010, upload-time = "2025-09-26T09:09:20.415Z" },
-    { url = "https://files.pythonhosted.org/packages/99/65/7eaad673bc971af45e079d3b13c20d9ba9842b8788d31953e3234c2e2cee/grpcio_tools-1.75.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:a08330f24e5cd7b39541882a95a8ba04ffb4df79e2984aa0cd01ed26dcdccf49", size = 2593170, upload-time = "2025-09-26T09:09:22.889Z" },
-    { url = "https://files.pythonhosted.org/packages/e4/db/57e1e29e9186c7ed223ce8a9b609d3f861c4db015efb643dfe60b403c137/grpcio_tools-1.75.1-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:6bf3742bd8f102630072ed317d1496f31c454cd85ad19d37a68bd85bf9d5f8b9", size = 2905167, upload-time = "2025-09-26T09:09:25.96Z" },
-    { url = "https://files.pythonhosted.org/packages/cd/7b/894f891f3cf19812192f8bbf1e0e1c958055676ecf0a5466a350730a006d/grpcio_tools-1.75.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f26028949474feb380460ce52d9d090d00023940c65236294a66c42ac5850e8b", size = 2656210, upload-time = "2025-09-26T09:09:28.786Z" },
-    { url = "https://files.pythonhosted.org/packages/99/76/8e48427da93ef243c09629969c7b5a2c59dceb674b6b623c1f5fbaa5c8c5/grpcio_tools-1.75.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:1bd68fb98bf08f11b6c3210834a14eefe585bad959bdba38e78b4ae3b04ba5bd", size = 3109226, upload-time = "2025-09-26T09:09:31.307Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/7e/ecf71c316c2a88c2478b7c6372d0f82d05f07edbf0f31b6da613df99ec7c/grpcio_tools-1.75.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:f1496e21586193da62c3a73cd16f9c63c5b3efd68ff06dab96dbdfefa90d40bf", size = 3657139, upload-time = "2025-09-26T09:09:35.043Z" },
-    { url = "https://files.pythonhosted.org/packages/6f/f3/b2613e81da2085f40a989c0601ec9efc11e8b32fcb71b1234b64a18af830/grpcio_tools-1.75.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:14a78b1e36310cdb3516cdf9ee2726107875e0b247e2439d62fc8dc38cf793c1", size = 3324513, upload-time = "2025-09-26T09:09:37.44Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/1f/2df4fa8634542524bc22442ffe045d41905dae62cc5dd14408b80c5ac1b8/grpcio_tools-1.75.1-cp314-cp314-win32.whl", hash = "sha256:0e6f916daf222002fb98f9a6f22de0751959e7e76a24941985cc8e43cea77b50", size = 1015283, upload-time = "2025-09-26T09:09:39.461Z" },
-    { url = "https://files.pythonhosted.org/packages/23/4f/f27c973ff50486a70be53a3978b6b0244398ca170a4e19d91988b5295d92/grpcio_tools-1.75.1-cp314-cp314-win_amd64.whl", hash = "sha256:878c3b362264588c45eba57ce088755f8b2b54893d41cc4a68cdeea62996da5c", size = 1189364, upload-time = "2025-09-26T09:09:42.036Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/54/1de67f5080da305a258758a8deb33f85666fa759f56785042a80b114a53f/grpcio_tools-1.80.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:727477b9afa4b53f5ec70cafb41c3965d893835e0d4ea9b542fe3d0d005602bf", size = 2549601, upload-time = "2026-03-30T08:50:09.498Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/b4/6d57ea199c5b880d182a2234aafa9a686f9c54c708ea7be75bd19d5aa825/grpcio_tools-1.80.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:85fe8d15f146c62cb76f38d963e256392d287442b9232717d30ae9e3bbda9bc3", size = 5712717, upload-time = "2026-03-30T08:50:15.028Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/1a/5505ee2277d368b409c796c78f22ea34a2a517b7d16755247efd663dc7af/grpcio_tools-1.80.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:95f0fffb5ca00519f3b602f938169b4dfa04b165e03258323965a9dfe8cc4d80", size = 2595941, upload-time = "2026-03-30T08:50:17.299Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/39/7fc1d16d8b767805079d76365d73e82c88dfaf179034473dbc9fbccedb77/grpcio_tools-1.80.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:7a0106af212748823a6ebd8ffbd9043414216f47cae3835f3187de0a62c415d3", size = 2909304, upload-time = "2026-03-30T08:50:19.485Z" },
+    { url = "https://files.pythonhosted.org/packages/97/d8/276ee759755d8f34f2ca5e9d2debd1a59f29f66059fb790bc369f2236c26/grpcio_tools-1.80.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:31fd01a4038b5dfc4ec79504a17061344f670f851833411717fef66920f13cd7", size = 2660269, upload-time = "2026-03-30T08:50:21.266Z" },
+    { url = "https://files.pythonhosted.org/packages/51/04/a6bb47942ad52901d777a649324d3203cf19d487f1d446263637f7a5bf12/grpcio_tools-1.80.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:57da9e19607fac4a01c48ead333c0dd15d91ed38794dce1194eda308f73e2038", size = 3109798, upload-time = "2026-03-30T08:50:23.267Z" },
+    { url = "https://files.pythonhosted.org/packages/be/50/7ee69b2919916739787d725f205b878e8d1619dd30422b8278e324664669/grpcio_tools-1.80.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:90968f751851abb8b145593609800fa70c837e1c93ba0792c480b1c8d8bc29ef", size = 3658930, upload-time = "2026-03-30T08:50:25.458Z" },
+    { url = "https://files.pythonhosted.org/packages/92/61/6d50783092b0e8bbcb04152d5388bf50ecf3ea2f783d95288ff6c3bb00fa/grpcio_tools-1.80.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b69dc5d6376ab43406304d1e2fc61ccf960b287d4325d77c3d45448c37a9d2da", size = 3326562, upload-time = "2026-03-30T08:50:27.809Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/58/d272ba549f6b1f0d8504f5fc4cd0a296f2c495a64d6e987fe871c4151557/grpcio_tools-1.80.0-cp310-cp310-win32.whl", hash = "sha256:3e8dcfebe34cb54df095de3d5871a4562a85a29f26d0f8bb41ee2c3dcfb11c3c", size = 997620, upload-time = "2026-03-30T08:50:29.959Z" },
+    { url = "https://files.pythonhosted.org/packages/70/5f/9f45a9946a0298711c72ca48b2c1f46a7d0c207a44cd3e4bb59d04556ba3/grpcio_tools-1.80.0-cp310-cp310-win_amd64.whl", hash = "sha256:fc622ed4ca400695f41c9eae3266276c6ba007e4c28164ce53b44e7ccc5e492b", size = 1162466, upload-time = "2026-03-30T08:50:32.242Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/d7/225dc91e6cb4f8d4830f16a478a468e9c6f342dcdf8cacc3772cc1d1f607/grpcio_tools-1.80.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:1c43e5c768578fe0c6de3dbfaabe64af642951e1aa05c487cacedda63fa6c6c4", size = 2549937, upload-time = "2026-03-30T08:50:34.651Z" },
+    { url = "https://files.pythonhosted.org/packages/97/3d/a3684cb7677f3bea8db434eae02a9ce30135d7a268cd473b1bc8041c4722/grpcio_tools-1.80.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:a225348456575f3ac7851d8e23163195e76d2a905ee340cf73f33da62fba08aa", size = 5713099, upload-time = "2026-03-30T08:50:37.158Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/81/5665c697173ec346076358bfbfed0f7386825852494593ca14386478dfee/grpcio_tools-1.80.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:a9396f02820d3f51c368c2c9dee15c55c77636c91be48a4d5c702e98d6fe0fdc", size = 2595776, upload-time = "2026-03-30T08:50:39.087Z" },
+    { url = "https://files.pythonhosted.org/packages/03/4f/fb81384f08a8226fa079972ba88272ac6277581fc72e8ab234d74c7e065b/grpcio_tools-1.80.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:797c08460cae16b402326eac329aec720dccf45c9f9279b95a352792eb53cf0f", size = 2909144, upload-time = "2026-03-30T08:50:40.922Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/9c/c957618f1c2a3195ecf5e83b03edcb364c2c1391f74183cb76e5763fa536/grpcio_tools-1.80.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:1872a867eb6217de19edb70a4ce4a374ced9d94293533dfd42fa649713f55bf4", size = 2660477, upload-time = "2026-03-30T08:50:42.766Z" },
+    { url = "https://files.pythonhosted.org/packages/42/c7/23913da184febfd4eaf04de256a26bc5ff0411a5feb753e2adcff10fa86a/grpcio_tools-1.80.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:db122ba5ee357e3bb14e8944d69bbebcbdae91d5eace29ed4df3edc53cbc6528", size = 3110164, upload-time = "2026-03-30T08:50:44.761Z" },
+    { url = "https://files.pythonhosted.org/packages/af/fa/b25ed85ebdb0396910eaa250b1346d75527d22fca586265416bd4330dcd5/grpcio_tools-1.80.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:ddefd48c227e6f4d640fe576fac5fb2c4a8898196f513604c8ec7671b3b3d421", size = 3658988, upload-time = "2026-03-30T08:50:47.546Z" },
+    { url = "https://files.pythonhosted.org/packages/60/85/2a55147cc9645e2ed777d1afcd2dc68cb34ba6f6c726bd4378ddb001a5ea/grpcio_tools-1.80.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:970ec058fa469dd6dae6ebc687501c5da670d95dead75f62f5b0933dce2c9794", size = 3326662, upload-time = "2026-03-30T08:50:49.59Z" },
+    { url = "https://files.pythonhosted.org/packages/68/ed/b05bee2a992e6f9bda81909692ea920d0896cfa05c5c9dd77ba03f2d22fb/grpcio_tools-1.80.0-cp311-cp311-win32.whl", hash = "sha256:526b4402d47a0e9b31cd6087e42b7674784617916cc73c764e0bc35ed41b4ee5", size = 997969, upload-time = "2026-03-30T08:50:51.539Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/9a/cb50c8270e2f6285ff2761130ae257ac4e51789ded4b9d9710ce0381814d/grpcio_tools-1.80.0-cp311-cp311-win_amd64.whl", hash = "sha256:ee101ecda7231770f6a5da1024a9a6ed587a7785f8fe23ab8283f4a1acb3ffe6", size = 1162742, upload-time = "2026-03-30T08:50:54.232Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/b9/65929df8c9614792db900a8e45d4997fadbd1734c827da3f0eb1f2fe4866/grpcio_tools-1.80.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:d19d5a8244311947b96f749c417b32d144641c6953f1164824579e1f0a51d040", size = 2550856, upload-time = "2026-03-30T08:50:57.3Z" },
+    { url = "https://files.pythonhosted.org/packages/28/17/af1557544d68d1aeca9d9ea53ed16524022d521fec6ba334ab3530e9c1a6/grpcio_tools-1.80.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:fb599a3dc89ed1bb24489a2724b2f6dd4cddbbf0f7bdd69c073477bab0dc7554", size = 5710883, upload-time = "2026-03-30T08:51:00.077Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/48/aa9b4f7519ca972bc40d315d5c28f05ca28fa08de13d4e8b69f551b798ab/grpcio_tools-1.80.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:623ee31fc2ff7df9a987b4f3d139c30af17ce46a861ae0e25fb8c112daa32dd8", size = 2598004, upload-time = "2026-03-30T08:51:02.102Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/b8/b01371c119924b3beca1fe3f047b1bc2cdc66b3d37f0f3acc9d10c567a43/grpcio_tools-1.80.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b46570a68378539ee2b75a5a43202561f8d753c832798b1047099e3c551cf5d6", size = 2909568, upload-time = "2026-03-30T08:51:04.159Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/7c/1108f7bdb58475a7e701ec89b55eb494538b6e76acd211ba0d4cc5fd28e8/grpcio_tools-1.80.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:51caf99c28999e7e0f97e9cea190c1405b7681a57bb2e0631205accd92b43fa4", size = 2660938, upload-time = "2026-03-30T08:51:06.126Z" },
+    { url = "https://files.pythonhosted.org/packages/67/59/d1c0063d4cd3b85363c7044ff3e5159d6d5df96e2692a9a5312d9c8cb290/grpcio_tools-1.80.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:cdaa1c9aa8d3a87891a96700cadd29beec214711d6522818d207277f6452567c", size = 3113814, upload-time = "2026-03-30T08:51:08.834Z" },
+    { url = "https://files.pythonhosted.org/packages/76/21/18d34a4efe524c903cf66b0cfa5260d81f277b6ae668b647edf795df9ce5/grpcio_tools-1.80.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3399b5fd7b59bcffd59c6b9975a969d9f37a3c87f3e3d63c3a09c147907acb0d", size = 3662793, upload-time = "2026-03-30T08:51:11.094Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/40/cf2d9295a6bd593244ea703858f8fc2efd315046ca3ef7c6f9ebc5b810fa/grpcio_tools-1.80.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:9c6abc08d3485b2aac99bb58afcd31dc6cd4316ce36cf263ff09cb6df15f287f", size = 3329149, upload-time = "2026-03-30T08:51:13.066Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/1d/fc34b32167966df20d69429b71dfca83c48434b047a5ac4fd6cd91ca4eed/grpcio_tools-1.80.0-cp312-cp312-win32.whl", hash = "sha256:18c51e07652ac7386fcdbd11866f8d55a795de073337c12447b5805575339f74", size = 997519, upload-time = "2026-03-30T08:51:14.87Z" },
+    { url = "https://files.pythonhosted.org/packages/91/98/6d6563cdf51085b75f8ec24605c6f2ce84197571878ca8ab4af949c6be2d/grpcio_tools-1.80.0-cp312-cp312-win_amd64.whl", hash = "sha256:ac6fdd42d5bb18f0d903a067e2825be172deff70cf197164b6f65676cb506c9b", size = 1162407, upload-time = "2026-03-30T08:51:16.793Z" },
+    { url = "https://files.pythonhosted.org/packages/44/d9/f7887a4805939e9a85d03744b66fc02575dc1df3c3e8b4d9ec000ee7a33d/grpcio_tools-1.80.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:e7046837859bbfd10b01786056145480155c16b222c9e209215b68d3be13060e", size = 2550319, upload-time = "2026-03-30T08:51:19.117Z" },
+    { url = "https://files.pythonhosted.org/packages/57/5a/c8a05b32bd7203f1b9f4c0151090a2d6179d6c97692d32f2066dc29c67a6/grpcio_tools-1.80.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:a447f28958a8fe84ff0d9d3d9473868feb27ee4a9c9c805e66f5b670121cec59", size = 5709681, upload-time = "2026-03-30T08:51:21.991Z" },
+    { url = "https://files.pythonhosted.org/packages/82/6b/794350ed645c12c310008f97068f6a6fd927150b0d0d08aad1d909e880b1/grpcio_tools-1.80.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:75f00450e08fe648ad8a1eeb25bc52219679d54cdd02f04dfdddc747309d83f6", size = 2596820, upload-time = "2026-03-30T08:51:24.323Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/b2/b39e7b79f7c878135e0784a53cd7260ee77260c8c7f2c9e46bca8e05d017/grpcio_tools-1.80.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:3db830eaff1f2c2797328f2fa86c9dcdbd7d81af573a68db81e27afa2182a611", size = 2909193, upload-time = "2026-03-30T08:51:27.025Z" },
+    { url = "https://files.pythonhosted.org/packages/10/f3/abe089b058f87f9910c9a458409505cbeb0b3e1c2d993a79721d02ee6a32/grpcio_tools-1.80.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7982b5fe42f012686b667dda12916884de95c4b1c65ff64371fb7232a1474b23", size = 2660197, upload-time = "2026-03-30T08:51:29.392Z" },
+    { url = "https://files.pythonhosted.org/packages/09/c3/3f7806ad8b731d8a89fe3c6ed496473abd1ef4c9c42c9e9a8836ce96e377/grpcio_tools-1.80.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6451b3f4eb52d12c7f32d04bf8e0185f80521f3f088ad04b8d222b3a4819c71e", size = 3113144, upload-time = "2026-03-30T08:51:31.671Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/f5/415ef205e0b7e75d2a2005df6120145c4f02fda28d7b3715b55d924fe1a4/grpcio_tools-1.80.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:258bc30654a9a2236be4ca8e2ad443e2ac6db7c8cc20454d34cce60265922726", size = 3661897, upload-time = "2026-03-30T08:51:34.849Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/d3/2ad54764c2a9547080dd8518f4a4dc7899c7e6e747a1b1de542ce6a12066/grpcio_tools-1.80.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:865a2b8e6334c838976ab02a322cbd55c863d2eaf3c1e1a0255883c63996772a", size = 3328786, upload-time = "2026-03-30T08:51:37.265Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/63/23ab7db01f9630ab4f3742a2fc9fbff38b0cfc30c976114f913950664a75/grpcio_tools-1.80.0-cp313-cp313-win32.whl", hash = "sha256:f760ac1722f33e774814c37b6aa0444143f612e85088ead7447a0e9cd306a1f1", size = 997087, upload-time = "2026-03-30T08:51:39.137Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/af/b1c1c4423fb49cb7c8e9d2c02196b038c44160b7028b425466743c6c81fa/grpcio_tools-1.80.0-cp313-cp313-win_amd64.whl", hash = "sha256:7843b9ac6ff8ca508424d0dd968bd9a1a4559967e4a290f26be5bd6f04af2234", size = 1162167, upload-time = "2026-03-30T08:51:41.498Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/44/7beeee2348f9f412804f5bf80b7d13b81d522bf926a338ae3da46b2213b7/grpcio_tools-1.80.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:12f950470449dbeec78317dbc090add7a00eb6ca812af7b0538ab7441e0a42c3", size = 2550303, upload-time = "2026-03-30T08:51:44.373Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/aa/f77dd85409a1855f8c6319ffc69d81e8c3ffe122ee3a7136653e1991d8b6/grpcio_tools-1.80.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:d3f9a376a29c9adf62bb56f7ff5bc81eb4abeaf53d1e7dde5015564832901a51", size = 5709778, upload-time = "2026-03-30T08:51:47.112Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/7c/ab7af4883ebdfdc228b853de89fed409703955e8d47285b321a5794856bd/grpcio_tools-1.80.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1ba1ffbf2cff71533615e2c5a138ed5569611eec9ae7f9c67b8898e127b54ac0", size = 2597928, upload-time = "2026-03-30T08:51:49.494Z" },
+    { url = "https://files.pythonhosted.org/packages/22/e8/4381a963d472e3ab6690ba067ed2b1f1abf8518b10f402678bd2dcb79a54/grpcio_tools-1.80.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:13f60f8d9397c514c6745a967d22b5c8c698347e88deebca1ff2e1b94555e450", size = 2909333, upload-time = "2026-03-30T08:51:52.124Z" },
+    { url = "https://files.pythonhosted.org/packages/94/cb/356b5fdf79dd99455b425fb16302fe60995554ceb721afbf3cf770a19208/grpcio_tools-1.80.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:88d77bad5dd3cd5e6f952c4ecdd0ee33e0c02ecfc2e4b0cbee3391ac19e0a431", size = 2660217, upload-time = "2026-03-30T08:51:55.066Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/d7/1752018cc2c36b2c5612051379e2e5f59f2dbe612de23e817d2f066a9487/grpcio_tools-1.80.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:017945c3e98a4ed1c4e21399781b4137fc08dfc1f802c8ace2e64ef52d32b142", size = 3113896, upload-time = "2026-03-30T08:51:57.3Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/17/695bbe454f70df35c03e22b48c5314683b913d3e6ed35ec90d065418c1ab/grpcio_tools-1.80.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:a33e265d4db803495007a6c623eafb0f6b9bb123ff4a0af89e44567dad809b88", size = 3661950, upload-time = "2026-03-30T08:51:59.867Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/d0/533d87629ec823c02c9169ee20228f734c264b209dcdf55268b5a14cde0a/grpcio_tools-1.80.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6c129da370c5f85f569be2e545317dda786a60dd51d7deea29b03b0c05f6aac3", size = 3328755, upload-time = "2026-03-30T08:52:02.942Z" },
+    { url = "https://files.pythonhosted.org/packages/08/a1/504d7838770c73a9761e8a8ff4869dba1146b44f297ff0ac6641481942d3/grpcio_tools-1.80.0-cp314-cp314-win32.whl", hash = "sha256:25742de5958ae4325249a37e724e7c0e5120f8e302a24a977ebd1737b48a5e97", size = 1019620, upload-time = "2026-03-30T08:52:05.342Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/75/8b7cd281c5cdfb4ca2c308f7e9b2799bab2be6e7a9e9212ea5a82e2aecd4/grpcio_tools-1.80.0-cp314-cp314-win_amd64.whl", hash = "sha256:bbf8eeef78fda1966f732f79c1c802fadd5cfd203d845d2af4d314d18569069c", size = 1194210, upload-time = "2026-03-30T08:52:08.105Z" },
 ]
 
 [[package]]
@@ -854,6 +866,50 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" },
 ]
 
+[[package]]
+name = "httptools"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/43/e5/d471fcb0e14523fe1c3f4ba58ca52480e7bd70ad7109a3846bc75892f7fb/httptools-0.8.0.tar.gz", hash = "sha256:6b2a32f18d97e16e90827d7a819ffa8dbd8cc245fc4e1fa9d1095b54ef4bd999", size = 271342, upload-time = "2026-05-25T22:17:48.841Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/40/b9/be66eb0decd730d89b9c94f930e4b8d87787b05724bb84af98bfd825f72c/httptools-0.8.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bf3b6f807c8541503cecfbb8a8dffb385640d0d96102f3d112aa8740f9b7c826", size = 208805, upload-time = "2026-05-25T22:16:50.434Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/f7/b4d41eaae2869d31356bc4bbf546f44fae83ff298af0a043ca0625b06773/httptools-0.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:da684f2e1aa2ee9bdcb083f3f3a68c5956750b375bc5df864d3a5f0c42a40b77", size = 113527, upload-time = "2026-05-25T22:16:51.672Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/e4/77487e14fc7be47180fd0eb4267c7486d0cc59b74031839a3daf8650136b/httptools-0.8.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:a6f21e2a3b0067bbe7f67e34cfd16276af556e5e52f4c7503be0cb5f90e905e4", size = 450035, upload-time = "2026-05-25T22:16:53.313Z" },
+    { url = "https://files.pythonhosted.org/packages/da/72/5a8f787e323f56fbd86c32a4be92a86776e4cfe8b4317db999f452028362/httptools-0.8.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb", size = 451101, upload-time = "2026-05-25T22:16:54.696Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/41/b44a25560955197674b6744cb903664300e239235a5eaa69df0890d87054/httptools-0.8.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c0d726cc107fceb7d45f978483b4b70dd8caa836f5914d3434bb18628eb73813", size = 436140, upload-time = "2026-05-25T22:16:56.239Z" },
+    { url = "https://files.pythonhosted.org/packages/74/b0/054aac84c03d7e097bf4c605fb7e74eec3d65c0276adf64ee97f3a103ff5/httptools-0.8.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:9878eb2785ba5eb70631ad269b37976f73d647955e26c91d490eb8a4edfda4ba", size = 437041, upload-time = "2026-05-25T22:16:57.716Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/d2/c3eedaef57de65c3cc5f8dc244cf12d09c84ad258a479055aad6db23206c/httptools-0.8.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ed377e64805bdba4943c82717333f8f8603a13b09aff9cead2717c6c817fb168", size = 208428, upload-time = "2026-05-25T22:16:59.717Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/94/dfe435d90d0ef61ec0f2cc3d480eef78c59727c6c2ce039f433882f6131a/httptools-0.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9518c406d7b310f05adb1a37f80acabac40504a575d7c0da6d3e365c695ac20d", size = 113366, upload-time = "2026-05-25T22:17:00.795Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/d4/13025f1a56e615dcb331e0bbe2d9a1143212b58c263385fc5d2e558f5bac/httptools-0.8.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:57278e6fa0424c42a8a3e454828ab4f0aff27b40cddf9679579b98c6dce6a376", size = 464676, upload-time = "2026-05-25T22:17:02.014Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/95/4c1c26c0b985f8a3331682d802598f14e32dc41bf7509266eb2c04ad4801/httptools-0.8.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bbb8caadb2b742d293169d2b458b5c001ef70e3158704aa3d3ef9597624c5d1d", size = 464235, upload-time = "2026-05-25T22:17:03.109Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/82/6735be2b0ca527718c431cdb8e5f70c3862c0844a687df0f572c51e11497/httptools-0.8.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:52dd695b865fe96d9d2b16b64a895f3f57bf3cb064e8383cd3b5713a069e8085", size = 449809, upload-time = "2026-05-25T22:17:04.443Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/f9/5811c74f37a758c8a4aa3dc430375119d335947e883efc4664d8f3559a41/httptools-0.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:20b4aac66ff65f7db06a375808b78f42a94970aa22e826b3cb2b43eb09174124", size = 452174, upload-time = "2026-05-25T22:17:05.476Z" },
+    { url = "https://files.pythonhosted.org/packages/14/88/1d21a36da8f5cb0fa49eafd4b169eba5608d57e75bbcf61845cbc6243216/httptools-0.8.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:880490234c10f70a9830743097e8958d6e4b9f5a0ffc24515023afeef984054d", size = 208247, upload-time = "2026-05-25T22:17:07.843Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/42/cc4feea2945cb3051038f090c9b36bd5b8a9d7f5a894a506a8983e33fd1c/httptools-0.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5931891fb7b441b8a3853cf1b85c82c903defce084dd5f6771ca46e31bf862c5", size = 113064, upload-time = "2026-05-25T22:17:09.136Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/a6/febbb8b8db0f58b38e44ad6cb946e6a255ae49b55f2e8543408fb7501ccd/httptools-0.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b15fc622b0f869d19207c4089a501d9bcc63ca5e071ffdd2f03f922df882dcb2", size = 523851, upload-time = "2026-05-25T22:17:10.106Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/e4/f90a0df0b83beff265b7e3b65f2a4cefd95792d4be0ac3e16049f2acd3c2/httptools-0.8.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:425f83884fd6343828d8c565f046cb72b6d19063f6924093e11bcd8e1548cd09", size = 518842, upload-time = "2026-05-25T22:17:11.218Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/2d/0c9ac76dd2c893841fbf6498d6acec4f2442e1b7067f6e3e316a80e494e8/httptools-0.8.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ef7c3c97f4311c7be57e2986629df89d49cb434dbff78eafcd48c2bff986b15a", size = 501238, upload-time = "2026-05-25T22:17:12.728Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/42/906adc91ae3a5fa9c59c0a2f21c139725bd7e5b41ae6acd485cd14123ebf/httptools-0.8.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a1afd7c9fbff0d9f5d489c4ce2768bd09c84a46ddefc7161e6aa82ae35c85745", size = 509567, upload-time = "2026-05-25T22:17:13.842Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/e5/8cfcabc5546e8022f168be28bcdaa128a240a0befdd03b59d558b4f18bd6/httptools-0.8.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:614ceea8ea606848bece2338ac03b3ce5324bcb4be8dc7d377ed708012fa4db8", size = 205148, upload-time = "2026-05-25T22:17:16.333Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/0e/0fb14848c19a686c8062ff9067c1a48793e3224b47bc5b201535b6036fce/httptools-0.8.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2d689918c15a013c65ef52d9fd495d766893ab831a2c8d89f2ac5940a5df847c", size = 111368, upload-time = "2026-05-25T22:17:17.586Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/1b/46f1cecf06b9bbde8e4b8c88034ac7908989e5ff7a3a388ef38392949c1f/httptools-0.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:eb3028cca2fc0a6d720e52ef61d8ebb62fcbfeb1de56874546d858d3f25a26b7", size = 486447, upload-time = "2026-05-25T22:17:18.564Z" },
+    { url = "https://files.pythonhosted.org/packages/77/00/258bfc0837221f81d9725c45f9b948a6a6b2994a147a4fb66e85100c668f/httptools-0.8.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:88bdd940f2b5d487b4d032c6afa5489a7dc4694410d43de3c38c4fb3af0dc45d", size = 482448, upload-time = "2026-05-25T22:17:19.912Z" },
+    { url = "https://files.pythonhosted.org/packages/04/ab/d1cef3b5523f4d272a70f42a776c3169a2dddfe3a54de4b2ce4a36341528/httptools-0.8.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6a43c9dd399758ccc0531acb0a3c4a6c299ee893ee9400e9c893b7bdcfae0681", size = 464460, upload-time = "2026-05-25T22:17:20.882Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/48/5d1d072442277bb2b3434e0e60690b8e8c23840ef7de8b6ea54040a536d3/httptools-0.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683", size = 471312, upload-time = "2026-05-25T22:17:22.085Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/12/fa3fbf5f9517b273edea2dc982aa82a8c634091e67c590792b729017bc6f/httptools-0.8.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:de242a49b5d18e0a8776e654e9f6bf6d89f3875a5c35b425a0e7ce940feb3fd6", size = 206183, upload-time = "2026-05-25T22:17:24.004Z" },
+    { url = "https://files.pythonhosted.org/packages/30/fc/5e7c4cb443370f2090a3aba0453a07384d29ff66b7435bb90e77e1037599/httptools-0.8.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:159e9ab5f701ccd42e555a12f1ad8ff69702910fc1c996cf2bb66e5fcb7a231b", size = 112079, upload-time = "2026-05-25T22:17:25.216Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/53/771bd891eb0f236f32145d6a1775777ec85745f3cc983a1f23d1a3b8ddfe/httptools-0.8.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c4a9f1707e4823d54dfec6c33fa3697d302aed536ed352a7ebb5a061ddb869d0", size = 481596, upload-time = "2026-05-25T22:17:26.186Z" },
+    { url = "https://files.pythonhosted.org/packages/62/42/94e15bc68ce3d423243c45d7f1b0c7561f13844f97dc52ae23182fb65628/httptools-0.8.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d76ad7b951387e3632c8716a9bb03ac5b45c5f16119aa409db0459520887944e", size = 480865, upload-time = "2026-05-25T22:17:27.542Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/7c/fe2980fc03723272e30f135b62360b075f513dfe7cc73aef36c7f04012bd/httptools-0.8.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a3b7387147361c3fd47a0bde763c5c91b5b4cd4dc9989b8ece84ff436c99843b", size = 463189, upload-time = "2026-05-25T22:17:28.546Z" },
+    { url = "https://files.pythonhosted.org/packages/15/1b/47fc5fff68acd1bfa20b4734059c9a06cadb88119dcd5258b5b0d21d91c8/httptools-0.8.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f256d6ce930c52ca1cb2a960b7da03548c454e7d28b06059ad41bfe789036ce0", size = 466610, upload-time = "2026-05-25T22:17:29.816Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/c4/121648f68ce066d7bd762d6b6d97e620847642d38d54f3d90ff11d947629/httptools-0.8.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:de1ed58a974e75d56560acc7e7fed01a454994429456f65209789992e41f2568", size = 215023, upload-time = "2026-05-25T22:17:32.401Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/b0/312a062ae741ae3e8baa8c8bf20be81b2e67337b259ab4349bebc7b6142e/httptools-0.8.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e93c227b595c6926c1acee96891dd9da4be338cfbe82e5cd3bb9d8dd7dc4ac0b", size = 117405, upload-time = "2026-05-25T22:17:33.742Z" },
+    { url = "https://files.pythonhosted.org/packages/fc/37/fccd705f795386bb05bf413012fecff2a33e5aa8c2f069096de3e9fd8702/httptools-0.8.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2a021c3a8e65cc125390d72f59b968afca3bdcaff25bd67965e0a055a14946ca", size = 558497, upload-time = "2026-05-25T22:17:34.732Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/39/f172e8003576de35f5ba77ff417cf0e34429d35dc014deef15afa337a72c/httptools-0.8.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48774d39cbb70e2b1f71f88852a3087ae1d3a1eb80482bb48c13067ab080c14f", size = 571585, upload-time = "2026-05-25T22:17:35.813Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/b9/f5564760af99f3dbbf3f9104dc00e5da27e96cf433c6bdcf77617f70bf3f/httptools-0.8.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:88eead8ec8680a9f146c655bc88445a325bd7921cfd8194c7337e9467282427d", size = 543297, upload-time = "2026-05-25T22:17:37.08Z" },
+    { url = "https://files.pythonhosted.org/packages/99/67/8d9f2c313618e161b82f3873188e7196126da1d6e29688df40eb3997c77a/httptools-0.8.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2c032fa028f46871ec7e1fc59fc15e8023eab3e6bbe6ece786a1611719a5d081", size = 539535, upload-time = "2026-05-25T22:17:38.032Z" },
+]
+
 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -1246,7 +1302,7 @@ wheels = [
 
 [[package]]
 name = "jupyter-server"
-version = "2.18.0"
+version = "2.20.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -1269,9 +1325,9 @@ dependencies = [
     { name = "traitlets" },
     { name = "websocket-client" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/f1/ec/9302cec1ccacdd33c1b1312ac31681c8975cae56c626d783ab49edf9c681/jupyter_server-2.18.0.tar.gz", hash = "sha256:568b27bce4320a53c3eebf1bdcbee9acf48a8ab7f66ec83d900ca9909d4fb770", size = 751152, upload-time = "2026-05-04T13:39:29.685Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6b/dc/db3a582633170186f8c8b31298d7eb26ad0eb031a1f53476c258b64eed05/jupyter_server-2.20.0.tar.gz", hash = "sha256:b5778ba337d8015a3dc2b80803ecdd5ac18d3797fddf61a50ea5fb472b4ebe14", size = 756523, upload-time = "2026-06-17T12:09:09.435Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cf/f9/050312d92072ddb9ce14c11171804c07435790c98d4350935a780d9e10c2/jupyter_server-2.18.0-py3-none-any.whl", hash = "sha256:69a5397a039d689da81a45955f9b23e95ee167f6d8a8d64372fb616f2aac650a", size = 391687, upload-time = "2026-05-04T13:39:27.549Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/71/8c002223e873a870f5c41dc69b0a7c922301123e4a31d5d01ecb700aef77/jupyter_server-2.20.0-py3-none-any.whl", hash = "sha256:c3b67c93c471e947c18b5026f04f21614218adb706df8f48227d3ee8e0a7cdcc", size = 393143, upload-time = "2026-06-17T12:09:07.234Z" },
 ]
 
 [[package]]
@@ -1289,7 +1345,7 @@ wheels = [
 
 [[package]]
 name = "jupyterlab"
-version = "4.5.7"
+version = "4.5.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "async-lru" },
@@ -1307,9 +1363,9 @@ dependencies = [
     { name = "tornado" },
     { name = "traitlets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2b/22/8440ec827762146e7cdecf04335bd348795899d29dc6ae82238707353a2c/jupyterlab-4.5.7.tar.gz", hash = "sha256:55a9822c4754da305f41e113452c68383e214dcf96de760146af89ce5d5117b0", size = 23992763, upload-time = "2026-04-29T16:43:51.328Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e8/52/a8d4895bef501ffeb6af448e8bf7079541c7772978211963aa653518c2d9/jupyterlab-4.5.9.tar.gz", hash = "sha256:dd79a073fecae7a39066ea99e4627ed6c76269ac926e95a810e1e1df6358d865", size = 23994445, upload-time = "2026-06-17T15:42:16.406Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/3d/aa/537b8f7d80e799af19af35fb3ddfc970b951088a13c57dd9387dcfbb7f61/jupyterlab-4.5.7-py3-none-any.whl", hash = "sha256:fba4cb0e2c44a52859669d8c98b45de029d5e515f8407bf8534d2a8fc5f0964d", size = 12450123, upload-time = "2026-04-29T16:43:46.639Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/bb/2f9b425062416fba58f580c9b89c3b07277ccdf0a292501fedbca8ea00ea/jupyterlab-4.5.9-py3-none-any.whl", hash = "sha256:5ff0f908e8ac0afbed32b106fdef360f101c0a6654d1bf4a81e98a293ae1b336", size = 12449803, upload-time = "2026-06-17T15:42:12.18Z" },
 ]
 
 [[package]]
@@ -1382,7 +1438,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.5"
+version = "1.2.6"
 source = { editable = "." }
 dependencies = [
     { name = "langchain-core" },
@@ -1525,7 +1581,7 @@ test = [
 
 [[package]]
 name = "langgraph-api"
-version = "0.6.39"
+version = "0.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cloudpickle", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
@@ -1533,9 +1589,11 @@ dependencies = [
     { name = "grpcio", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "grpcio-health-checking", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "grpcio-tools", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "httptools", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and sys_platform != 'win32'" },
     { name = "httpx", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "jsonschema-rs", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "langchain-core", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "langchain-protocol", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "langgraph", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "langgraph-checkpoint", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
@@ -1554,11 +1612,14 @@ dependencies = [
     { name = "truststore", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "uuid-utils", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "uvicorn", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "uvloop", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and sys_platform != 'win32'" },
     { name = "watchfiles", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "websockets", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "zstandard", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b2/52/f7d25b475768e5e0748d4725c64909fc7e56a714e064976a32e7c68f6d9e/langgraph_api-0.6.39.tar.gz", hash = "sha256:052191ec9c49d76b0d5592a60fe6324eafde40e7a1afba65d1ce11a6a074674b", size = 447880, upload-time = "2026-01-16T19:54:07.475Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7d/17/a23ecdad3de7e48209bc8d534312ba83e332126ec60da9e6487461b02597/langgraph_api-0.10.0.tar.gz", hash = "sha256:f594a160857e2cd7fb2352bba585111177a4a394625ad0cf5898814754fb7bc1", size = 713903, upload-time = "2026-06-11T14:36:50.469Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ea/a7/5ecccdc0e2a3900e08ac263b6e9cc6c5172c52ce3c4dda7750511e6fecc6/langgraph_api-0.6.39-py3-none-any.whl", hash = "sha256:50464c4983641c8b006a7f452583127ee2819806fc6d04844b08d5d3430df12e", size = 351764, upload-time = "2026-01-16T19:54:05.81Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/38/6b0cdcaaed9b3105102b452a5a70fb08894a9511458cf00c061c4725347c/langgraph_api-0.10.0-py3-none-any.whl", hash = "sha256:f4b545bf1936c4e90bed1cc07a6852b1be37e1667007ab4736d800cc18e9f9b3", size = 577475, upload-time = "2026-06-11T14:36:48.838Z" },
 ]
 
 [[package]]
@@ -1808,19 +1869,20 @@ test = [
 
 [[package]]
 name = "langgraph-runtime-inmem"
-version = "0.22.1"
+version = "0.30.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "blockbuster", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
+    { name = "croniter", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "langgraph", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "langgraph-checkpoint", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "sse-starlette", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "starlette", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "structlog", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/cb/8d/4b42a852a869c6a60aceae4e6157030c427ae9c07bf28769cc8e2fcec16b/langgraph_runtime_inmem-0.22.1.tar.gz", hash = "sha256:bbd983975dc372ad5cd5288263d3471732b0dff2bab3c6f41e5fe5b3a38ea1ee", size = 104172, upload-time = "2026-01-16T15:17:23.381Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/98/19/5d330e22e3ee2569742d3577b4ddfbb6b8e383f2edd9724b4a4b73735717/langgraph_runtime_inmem-0.30.0.tar.gz", hash = "sha256:31954e1de6cd43c284b425243d4faeae818f68b3daca4dbe4313e651b6f5e11d", size = 129940, upload-time = "2026-06-11T14:22:46.985Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/b3/b2/336cb642ff4df29d46bb54e21b4ecbc6e2e38e606c1e3584d3ef67621c41/langgraph_runtime_inmem-0.22.1-py3-none-any.whl", hash = "sha256:2a04747db050cd7db878fb0c68fc7dbe8198ed71db35da323a27d1a7b2de3e97", size = 38291, upload-time = "2026-01-16T15:17:21.864Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/df/cfb15c70fa4dcab9ea48f8fda9f4ed87d1767eea6e4d2901dc704da297ba/langgraph_runtime_inmem-0.30.0-py3-none-any.whl", hash = "sha256:08a36b83b5e32fe6e30cb25062a1e671a42e2a0206e4043cc95f41198dcbbb12", size = 51762, upload-time = "2026-06-11T14:22:46.012Z" },
 ]
 
 [[package]]
@@ -1871,7 +1933,7 @@ test = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.0"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -1881,12 +1943,13 @@ dependencies = [
     { name = "requests" },
     { name = "requests-toolbelt" },
     { name = "uuid-utils" },
+    { name = "websockets" },
     { name = "xxhash" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [package.optional-dependencies]
@@ -2775,11 +2838,11 @@ wheels = [
 
 [[package]]
 name = "pyjwt"
-version = "2.12.0"
+version = "2.13.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a8/10/e8192be5f38f3e8e7e046716de4cae33d56fd5ae08927a823bb916be36c1/pyjwt-2.12.0.tar.gz", hash = "sha256:2f62390b667cd8257de560b850bb5a883102a388829274147f1d724453f8fb02", size = 102511, upload-time = "2026-03-12T17:15:30.831Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3b/81/58d0ac84e1ef3a3843791d6954d94c0b33d526c75eeb1efbce9d0a4c4077/pyjwt-2.13.0.tar.gz", hash = "sha256:41571c89ca91598c79e8ef18a2d07367d4810fbbd6f637794879baf1b7703423", size = 107515, upload-time = "2026-05-21T19:54:36.618Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/15/70/70f895f404d363d291dcf62c12c85fdd47619ad9674ac0f53364d035925a/pyjwt-2.12.0-py3-none-any.whl", hash = "sha256:9bb459d1bdd0387967d287f5656bf7ec2b9a26645d1961628cda1764e087fd6e", size = 29700, upload-time = "2026-03-12T17:15:29.257Z" },
+    { url = "https://files.pythonhosted.org/packages/a3/5e/ecf12fdb62546d64385c158514e9b2b671f7832108ef2ecd2020ce0af2d1/pyjwt-2.13.0-py3-none-any.whl", hash = "sha256:66adcc2aff09b3f1bbd95fc1e1577df8ac8723c978552fd43304c8a290ac5728", size = 31274, upload-time = "2026-05-21T19:54:35.362Z" },
 ]
 
 [[package]]
@@ -3078,14 +3141,14 @@ wheels = [
 
 [[package]]
 name = "redis"
-version = "7.4.0"
+version = "8.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "async-timeout", marker = "python_full_version < '3.11.3'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7b/7f/3759b1d0d72b7c92f0d70ffd9dc962b7b7b5ee74e135f9d7d8ab06b8a318/redis-7.4.0.tar.gz", hash = "sha256:64a6ea7bf567ad43c964d2c30d82853f8df927c5c9017766c55a1d1ed95d18ad", size = 4943913, upload-time = "2026-03-24T09:14:37.53Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/cc/c3/928b290c2c0ca99ab96eea5b4ff8f30be8112b075301a7d3ba214a3c8c12/redis-8.0.1.tar.gz", hash = "sha256:afc5a7a2f5a084f5b1880dec548dd45be17db7e43c82a30d84f952aefb05cfb0", size = 5114170, upload-time = "2026-06-23T14:52:37.728Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/74/3a/95deec7db1eb53979973ebd156f3369a72732208d1391cd2e5d127062a32/redis-7.4.0-py3-none-any.whl", hash = "sha256:a9c74a5c893a5ef8455a5adb793a31bb70feb821c86eccb62eebef5a19c429ec", size = 409772, upload-time = "2026-03-24T09:14:35.968Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/0a/c2345ebf1ebe70840ce3f6c6ee612f8fa749cfbd1b03069c53bf0c62aaad/redis-8.0.1-py3-none-any.whl", hash = "sha256:47daa35a058c23468d6437f17a8c76882cb316b838ef763036af99b96cedd743", size = 502406, upload-time = "2026-06-23T14:52:36.137Z" },
 ]
 
 [[package]]
@@ -3387,15 +3450,15 @@ wheels = [
 
 [[package]]
 name = "starlette"
-version = "0.51.0"
+version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio", marker = "python_full_version >= '3.11' and python_full_version < '3.14'" },
     { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e7/65/5a1fadcc40c5fdc7df421a7506b79633af8f5d5e3a95c3e72acacec644b9/starlette-0.51.0.tar.gz", hash = "sha256:4c4fda9b1bc67f84037d3d14a5112e523509c369d9d47b111b2f984b0cc5ba6c", size = 2647658, upload-time = "2026-01-10T20:23:15.043Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/eb/e3/7c1dc7381d9f8ab7d854328ebfa884e62cb3f3d8549ddfd37c7814f42afa/starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0", size = 2703240, upload-time = "2026-06-12T09:23:11.602Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/18/c4/09985a03dba389d4fe16a9014147a7b02fa76ef3519bf5846462a485876d/starlette-0.51.0-py3-none-any.whl", hash = "sha256:fb460a3d6fd3c958d729fdd96aee297f89a51b0181f16401fe8fd4cb6129165d", size = 74133, upload-time = "2026-01-10T20:23:13.445Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/bb/2799cc2ede3ed41131f8975621e7213dfc7ef4acbbaadfa440f32500c370/starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6", size = 73632, upload-time = "2026-06-12T09:23:10.017Z" },
 ]
 
 [[package]]
@@ -3510,19 +3573,19 @@ wheels = [
 
 [[package]]
 name = "tornado"
-version = "6.5.6"
+version = "6.5.7"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/50/57/6d7303a77ae439d9189108f76c0c4fd89ee5e2cc8387bffb55232565c4ed/tornado-6.5.6.tar.gz", hash = "sha256:9a365179fe8ff6b8766f602c0f67c185d778193e9bdd828b19f0b6ed7764177d", size = 518139, upload-time = "2026-05-27T15:35:54.646Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/64/24/95ec527ad67b76d59299e5465b3935d05e4294b7e0290a3924b7487df30b/tornado-6.5.7.tar.gz", hash = "sha256:66c513a76cda70d53907bc27cf1447557699c2e95aa48ba27a442ff61c3ddfc2", size = 519252, upload-time = "2026-06-08T17:34:51.232Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1b/0d/b4f481e18c5a51864e6d12b9a05ecf72919696680b747c958c3fc1f4fbae/tornado-6.5.6-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:65fcfaafb079435c2c19dc9e07c0f1cf0fa9051759ed0a7d0a3ba7ea7f64919c", size = 447737, upload-time = "2026-05-27T15:35:38.122Z" },
-    { url = "https://files.pythonhosted.org/packages/9e/9c/5430c39fcab1144d35860f457b15e9c08b4bc7ac86764354204e983d6183/tornado-6.5.6-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:38bc01b4acacded2de63ae78023548e41ebe6fbed3ec05a796d7ae3ad893887e", size = 445899, upload-time = "2026-05-27T15:35:40.519Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/79/fa7e14a2f939c807a8d30619b4eb604eab219601b78792516ebe22d40cf9/tornado-6.5.6-cp39-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b942e6a137fda31ff54bf8e6e2c8d1c37f1f50583f3ed53fb840b53b9601d104", size = 448964, upload-time = "2026-05-27T15:35:42.106Z" },
-    { url = "https://files.pythonhosted.org/packages/a7/71/bd67d5f5199f937dafe03a49a37989f60f600ff6fef34c79412a829d97bd/tornado-6.5.6-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8666946e70171b8c3f1fc9b7876fac492e84822c4c7f3746f4e8f8bc9ac92a79", size = 449935, upload-time = "2026-05-27T15:35:43.906Z" },
-    { url = "https://files.pythonhosted.org/packages/cc/a4/c24388c9cf5b3c3a513b56a158af9f23092c9a2810d789e294310797df21/tornado-6.5.6-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:1c34cfab7ad6d104f052f55de06d39bbafc5885cfeb4da688803308dbcfa90b7", size = 449767, upload-time = "2026-05-27T15:35:45.793Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/eb/6a07ad550c3f7b37244bd0becdf293ec3d3e961783d8b720a97df50de1b2/tornado-6.5.6-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:385f35e4e22fb52551dfcda4cdc8c30c61c2c001aef5ddad99cdfe116952efd3", size = 449174, upload-time = "2026-05-27T15:35:47.485Z" },
-    { url = "https://files.pythonhosted.org/packages/bb/84/3469e098dccdb6763130e06aacd786bb4363fca7b590a55c101ddf34ed30/tornado-6.5.6-cp39-abi3-win32.whl", hash = "sha256:db475f1b67b2809b10bb16264829087724ca8d24fe4ed47f7b8675cae453ef86", size = 450230, upload-time = "2026-05-27T15:35:49.322Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/3c/273a04e0b9dd9016f1685cca0c1c8795a71ac88a34a8c889a0b443483226/tornado-6.5.6-cp39-abi3-win_amd64.whl", hash = "sha256:6739bf1e8eb09230f1280ddbd3236f0309db70f2c551a8dbc40f62babdf82f79", size = 450667, upload-time = "2026-05-27T15:35:51.194Z" },
-    { url = "https://files.pythonhosted.org/packages/02/98/0cffe22a224f60c5fb1e3aa0b76f9da2e1ca78b0e9545e3d077c68ce60a7/tornado-6.5.6-cp39-abi3-win_arm64.whl", hash = "sha256:2543597b24a695d72338a9a77818362d72387c03ae173f1f169eadc5c91466ac", size = 449690, upload-time = "2026-05-27T15:35:52.902Z" },
+    { url = "https://files.pythonhosted.org/packages/02/dc/c7043cab6fed8ae159fc1923ce829ada35c4dbd797d408a43858ffaf9639/tornado-6.5.7-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:148b2eb15c2c765a50796172c1e499649b35f30d2e3c3d3e15913cfa56bfb163", size = 448543, upload-time = "2026-06-08T17:34:38.052Z" },
+    { url = "https://files.pythonhosted.org/packages/92/4f/090b1431e5a43df696feceffc268c5383cc079ecb5f08ce58f917109aafe/tornado-6.5.7-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:9da38de27f1da3b78a966f0dae12b5a1ea9afe72ca805d84ff06508272ddf100", size = 446707, upload-time = "2026-06-08T17:34:39.594Z" },
+    { url = "https://files.pythonhosted.org/packages/37/d8/ef374952fd5da67d4463122c2b8e5a96536ec10b4b339254c6dcde81d01c/tornado-6.5.7-cp39-abi3-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8d759e71906ee783f8867b93bf26a265743da4c1e2f4a018464c1ba019862972", size = 449774, upload-time = "2026-06-08T17:34:41.204Z" },
+    { url = "https://files.pythonhosted.org/packages/35/37/d434c73f4c6e014b745b9b37085f34f40c022f007efff3d7fe65991899f3/tornado-6.5.7-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8a46347a18f23fb92b396beebe0fb78f61dda0cc302445202c16203d8a18848b", size = 450745, upload-time = "2026-06-08T17:34:42.531Z" },
+    { url = "https://files.pythonhosted.org/packages/b6/2b/56b9aff361d7f1ab728a805ec7d7ea835f8807afa9f5cc690ea0e630efb9/tornado-6.5.7-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:7778b30bef919231265e91c69963ce0f49a1e9c07ac900bbe75b19ce2575ba92", size = 450578, upload-time = "2026-06-08T17:34:43.787Z" },
+    { url = "https://files.pythonhosted.org/packages/02/30/a7444fb23aa76860a14198fab96ac79f1866b0a6e19e26c4381b0938e50f/tornado-6.5.7-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:e726f0c75da7726eec023aa62751ff8878bd2737e34fbdd33b1ae5897d2200f5", size = 449985, upload-time = "2026-06-08T17:34:45.326Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/42/5f0e56c01e8d9d36f4e23f367b85ae6cae0c1ecddd5e6977d8388ad27488/tornado-6.5.7-cp39-abi3-win32.whl", hash = "sha256:f8de3bf12d3efdd0cbe7c8887868198f8a91415e3f29fcf258d9b8eb7b1d9ae4", size = 451047, upload-time = "2026-06-08T17:34:46.784Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/a4/b393076ffb21b469eec5b328a0534cf03a3b90bfc6b1f09507cdd075d938/tornado-6.5.7-cp39-abi3-win_amd64.whl", hash = "sha256:de942f843533a039ef9fa3d9c88c7cd8a7c94553fb5ad0154270989b3d99a2c4", size = 451485, upload-time = "2026-06-08T17:34:48.248Z" },
+    { url = "https://files.pythonhosted.org/packages/71/2e/7b1c769803121b809112cf9a00681c472eae1d80e32d7ec0e0bd61d0d0e1/tornado-6.5.7-cp39-abi3-win_arm64.whl", hash = "sha256:ff934fce95643af5f11efdae618eaa73d469dc588641e5c8d19295a0c65c4796", size = 450506, upload-time = "2026-06-08T17:34:49.702Z" },
 ]
 
 [[package]]

libs/prebuilt/uv.lock

@@ -285,7 +285,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.5"
+version = "1.2.6"
 source = { editable = "../langgraph" }
 dependencies = [
     { name = "langchain-core" },
@@ -640,7 +640,7 @@ test = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.0"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -650,12 +650,13 @@ dependencies = [
     { name = "requests" },
     { name = "requests-toolbelt" },
     { name = "uuid-utils" },
+    { name = "websockets" },
     { name = "xxhash" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [[package]]

libs/sdk-py/uv.lock

@@ -298,7 +298,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.5"
+version = "1.2.6"
 source = { editable = "../langgraph" }
 dependencies = [
     { name = "langchain-core" },
@@ -553,7 +553,7 @@ test = [
 
 [[package]]
 name = "langsmith"
-version = "0.8.0"
+version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "httpx" },
@@ -563,12 +563,13 @@ dependencies = [
     { name = "requests" },
     { name = "requests-toolbelt" },
     { name = "uuid-utils" },
+    { name = "websockets" },
     { name = "xxhash" },
     { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a8/64/95f1f013531395f4e8ed73caeee780f65c7c58fe028cb543f8937b45611b/langsmith-0.8.0.tar.gz", hash = "sha256:59fe5b2a56bbbe14a08aa76691f84b49e8675dd21e11b57d80c6db8c08bac2e3", size = 4432996, upload-time = "2026-04-30T22:13:07.341Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f3/e1/a4be2e696c9473bb53298df398237da5674704d781d4b748ed35aeef592a/langsmith-0.8.0-py3-none-any.whl", hash = "sha256:12cc4bc5622b835a6d841964d6034df3617bdb912dae0c1381fd0a68a9b3a3ef", size = 393268, upload-time = "2026-04-30T22:13:05.56Z" },
+    { url = "https://files.pythonhosted.org/packages/03/70/0e0cc80a3b064c8d6c8d697c3125ed86e39d5a7393ec6dc8b07cb1cf13c4/langsmith-0.8.18-py3-none-any.whl", hash = "sha256:3940183349993faef48e6c7d08e4822ee9cefd906b362d0e3c2d650314d2f282", size = 508108, upload-time = "2026-06-19T13:12:15.348Z" },
 ]
 
 [[package]]
@@ -1040,15 +1041,15 @@ wheels = [
 
 [[package]]
 name = "starlette"
-version = "1.0.1"
+version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/08/a3/84e821cc54b4ab50ae6dbc6ac3800a651b65ec35f045cc73785380654057/starlette-1.0.1.tar.gz", hash = "sha256:512399c5f1de7fac99c88572212ded9ddeddef2fb32afa82d724000e88b38f4f", size = 2659596, upload-time = "2026-05-21T21:58:58.433Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/eb/e3/7c1dc7381d9f8ab7d854328ebfa884e62cb3f3d8549ddfd37c7814f42afa/starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0", size = 2703240, upload-time = "2026-06-12T09:23:11.602Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ec/e1/b2df4bc09a1e51ff664c1e17018a4274b42e5e9352e4a478ea540512dc88/starlette-1.0.1-py3-none-any.whl", hash = "sha256:7c0e69b2ee1c848bd54669d908500117a3ee13de603a21427e5c6fc1adf98dcd", size = 72802, upload-time = "2026-05-21T21:58:56.551Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/bb/2799cc2ede3ed41131f8975621e7213dfc7ef4acbbaadfa440f32500c370/starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6", size = 73632, upload-time = "2026-06-12T09:23:10.017Z" },
 ]
 
 [[package]]