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"""Client-owned conversation transcript projections for Hooks v2.
Materializes versioned per-thread and per-subagent JSONL files that hook
commands can read via `transcript_path` / `agent_transcript_path`.
Lag semantics:
The on-disk JSONL may lag behind live checkpoint/UI state. Callers that need
the just-finished assistant turn must prefer `last_assistant_message` on
Stop/SubagentStop. `materialize()` flushes pending records immediately before
returning a path so hooks see a consistent snapshot of what the store has
accepted so far, not a live tail of the server checkpoint.
"""
from __future__ import annotations
import hashlib
import logging
import os
import re
import tempfile
import threading
import unicodedata
from contextlib import contextmanager, suppress
from dataclasses import dataclass, field
from pathlib import Path
from typing import TYPE_CHECKING, Literal
from urllib.parse import parse_qsl, urlencode, urlsplit, urlunsplit
if os.name != "nt":
import fcntl
else:
import msvcrt
from langchain_core.messages import (
AIMessage,
BaseMessage,
BaseMessageChunk,
HumanMessage,
SystemMessage,
ToolMessage,
message_chunk_to_message,
)
from pydantic import BaseModel, ConfigDict
from deepagents_code._constants import LOCAL_CONTEXT_MESSAGE_SOURCE
from deepagents_code.config_manifest import _is_secret_env
from deepagents_code.json_types import JSON_VALUE_ADAPTER, JsonValue
if TYPE_CHECKING:
from collections.abc import Iterator, Mapping, Sequence
from typing import Protocol
class _TranscriptRuntime(Protocol):
def append_messages(
self,
thread_id: str,
messages: Sequence[BaseMessage],
*,
agent_id: str | None = None,
) -> None: ...
logger = logging.getLogger(__name__)
SUBAGENT_TRANSCRIPT_ID_METADATA_KEY = "dcode_subagent_id"
_INTERNAL_STREAM_SOURCES = frozenset(
{LOCAL_CONTEXT_MESSAGE_SOURCE, "summarization", "auto_mode_classifier"}
)
TRANSCRIPT_SCHEMA_VERSION = 1
DEFAULT_RETENTION_REVISIONS = 20
_FILE_MODE = 0o600
_DIR_MODE = 0o700
# Credential-style assignments. Bare names like PASSWORD= are matched via the
# trailing keyword alternatives when preceded by an underscore-separated prefix
# (for example OPENAI_API_KEY=), matching the repository secret-name policy.
_SECRET_ASSIGNMENT_RE = re.compile(
r"(?i)\b([A-Z][A-Z0-9_]*(?:API[_-]?KEY|KEY|TOKEN|SECRET|PASSWORD|CREDENTIAL)"
r"[A-Z0-9_]*)\s*=\s*([^\s,;]+)"
)
_BEARER_RE = re.compile(r"(?i)\b(Bearer)\s+[A-Za-z0-9._~+/=-]{8,}")
_PREFIXED_TOKEN_RE = re.compile(
r"(?<![A-Za-z0-9])(?:"
r"sk-(?:ant-)?|sk_(?:live|test)_|pk_(?:live|test)_|gh[pousr]_|"
r"github_pat_|glpat-|xox[baprs]-|hf_|npm_|AIza|AKIA"
r")[A-Za-z0-9._-]{8,}"
)
_JWT_RE = re.compile(
r"(?<![A-Za-z0-9_-])eyJ[A-Za-z0-9_-]{6,}\."
r"[A-Za-z0-9_-]{6,}\.[A-Za-z0-9_-]{6,}"
)
_URL_RE = re.compile(r"https?://[^\s<>\"']+", re.IGNORECASE)
_SAFE_PREFIX_RE = re.compile(r"[^a-z0-9]+")
_SAFE_PREFIX_LENGTH = 32
_EMPTY_REVISION = hashlib.sha256(b"").hexdigest()
class TranscriptRecord(BaseModel):
"""One JSONL record in a materialized transcript projection."""
model_config = ConfigDict(extra="forbid")
schema_version: Literal[1] = TRANSCRIPT_SCHEMA_VERSION
"""Transcript schema version used to interpret this record."""
sequence: int
"""Zero-based position of this record within its transcript."""
record_id: str
"""Message identifier, or a deterministic role-and-sequence fallback."""
timestamp: str | None = None
"""Source message timestamp when one is available."""
thread_id: str
"""Conversation thread that owns this record."""
agent_id: str | None = None
"""Subagent scope for an agent transcript, otherwise `None`."""
role: Literal["user", "assistant", "tool", "system"]
"""Normalized conversation role for the projected message."""
message_id: str | None = None
"""Original LangChain message identifier when one is available."""
content: JsonValue
"""Redacted JSON-compatible message content."""
name: str | None = None
"""Tool or message name when one is available."""
@dataclass(frozen=True, slots=True)
class TranscriptHandle:
"""Identity of a materialized transcript file."""
path: Path
revision: str
thread_id: str
agent_id: str | None = None
@dataclass
class _TranscriptBuffer:
records: list[TranscriptRecord] = field(default_factory=list)
record_ids: set[str] = field(default_factory=set)
dirty: bool = False
revision: str = _EMPTY_REVISION
class TranscriptStore:
"""Append-only JSONL transcript projections owned by the client process."""
def __init__(
self,
root: Path,
*,
retention_revisions: int = DEFAULT_RETENTION_REVISIONS,
) -> None:
"""Create a store rooted at `root`.
Args:
root: Directory that will contain per-thread transcript files.
retention_revisions: Maximum prior `.bak-*` revisions retained per
transcript after each rewrite.
Raises:
ValueError: If `retention_revisions` is negative.
"""
if retention_revisions < 0:
msg = "retention_revisions must be nonnegative"
raise ValueError(msg)
self.root = root.expanduser().resolve()
self.retention_revisions = retention_revisions
self._buffers: dict[tuple[str, str | None], _TranscriptBuffer] = {}
self._lock = threading.RLock()
_ensure_private_directories(self.root, self.root)
def thread_path(self, thread_id: str) -> Path:
"""Return the materialized path for a thread transcript.
Args:
thread_id: Conversation thread identifier.
Returns:
Absolute JSONL path for the thread.
"""
return self.root / f"{_safe_component(thread_id)}.jsonl"
def agent_path(self, thread_id: str, agent_id: str) -> Path:
"""Return the materialized path for a subagent transcript.
Args:
thread_id: Parent conversation thread identifier.
agent_id: Subagent identifier.
Returns:
Absolute JSONL path nested under the thread.
"""
return (
self.root
/ _safe_component(thread_id)
/ "agents"
/ f"{_safe_component(agent_id)}.jsonl"
)
def append_messages(
self,
thread_id: str,
messages: Sequence[BaseMessage],
*,
agent_id: str | None = None,
) -> None:
"""Append redacted message projections to the in-memory buffer.
Args:
thread_id: Conversation thread identifier.
messages: LangChain messages to project.
agent_id: Optional subagent scope.
"""
with self._lock:
buffer = self._buffer(thread_id, agent_id)
for message in messages:
if _is_local_context_message(message):
continue
record = _record_from_message(
message,
thread_id=thread_id,
agent_id=agent_id,
sequence=len(buffer.records),
)
if record is None:
continue
if (
record.message_id is not None
and record.record_id in buffer.record_ids
):
continue
buffer.records.append(record)
buffer.record_ids.add(record.record_id)
buffer.dirty = True
def materialize(
self,
thread_id: str,
*,
agent_id: str | None = None,
) -> TranscriptHandle:
"""Flush pending records and return the client-readable path.
Materialization rewrites the whole per-thread JSONL file, so it runs
under a cross-process advisory lock and re-reads the on-disk records
first, merging in anything another dcode process appended since this
process last loaded the file.
Args:
thread_id: Conversation thread identifier.
agent_id: Optional subagent scope.
Returns:
Handle with path and content revision identity.
"""
with self._lock:
buffer = self._buffer(thread_id, agent_id)
path = (
self.agent_path(thread_id, agent_id)
if agent_id is not None
else self.thread_path(thread_id)
)
_ensure_private_directories(self.root, path.parent)
if path.is_file() and os.name != "nt":
path.chmod(_FILE_MODE)
with _file_lock(path.with_suffix(path.suffix + ".lock")):
_merge_disk_records(path, buffer)
if buffer.dirty or not path.is_file():
revision = _write_transcript(
self.root,
path,
buffer.records,
self.retention_revisions,
)
buffer.revision = revision
buffer.dirty = False
return TranscriptHandle(
path=path,
revision=buffer.revision,
thread_id=thread_id,
agent_id=agent_id,
)
def revision(self, thread_id: str, *, agent_id: str | None = None) -> str:
"""Return the current revision id without forcing a flush.
Args:
thread_id: Conversation thread identifier.
agent_id: Optional subagent scope.
Returns:
Content revision string for the buffered projection.
"""
with self._lock:
buffer = self._buffer(thread_id, agent_id)
if buffer.dirty:
return _revision_for_records(buffer.records)
return buffer.revision
def _buffer(self, thread_id: str, agent_id: str | None) -> _TranscriptBuffer:
key = (thread_id, agent_id)
buffer = self._buffers.get(key)
if buffer is None:
buffer = _TranscriptBuffer()
path = (
self.agent_path(thread_id, agent_id)
if agent_id is not None
else self.thread_path(thread_id)
)
if path.is_file():
buffer.records, valid = _read_transcript(path)
buffer.record_ids = {record.record_id for record in buffer.records}
buffer.revision = _revision_for_records(buffer.records)
buffer.dirty = not valid
self._buffers[key] = buffer
return buffer
@dataclass(slots=True)
class _AttemptScope:
"""Staged records for one model attempt of one agent.
The owning `agent_id` is the `TranscriptRecorder._attempts` key rather than
a field here, so a scope cannot disagree with where it is stored. "Open" is
likewise dict membership, not a flag: `complete_attempt` and
`discard_attempt` both pop, which makes a committed-and-discarded scope
unrepresentable instead of merely invalid.
"""
call_id: str
attempt: int
staged: list[BaseMessage] = field(default_factory=list)
@dataclass(slots=True)
class TranscriptRecorder:
"""Collect completed stream messages into a Hooks transcript runtime."""
runtime: _TranscriptRuntime
thread_id: str
_chunks: dict[tuple[str | None, str], BaseMessageChunk] = field(
default_factory=dict
)
_attempts: dict[str | None, _AttemptScope] = field(default_factory=dict)
def record(
self,
message: object,
metadata: Mapping[str, object] | None,
*,
main_agent: bool,
) -> None:
"""Record one streamed message when its transcript identity is stable.
While an attempt scope is open for the resolved `agent_id`, the record
is staged rather than appended, and only reaches the transcript when
`complete_attempt` commits it.
Args:
message: Streamed LangChain message or chunk.
metadata: Stream metadata carrying optional subagent identity.
main_agent: Whether the message belongs to the root graph.
"""
if (
metadata is not None
and metadata.get("lc_source") in _INTERNAL_STREAM_SOURCES
) or _is_local_context_message(message):
return
agent_id = None if main_agent else _stream_agent_id(metadata)
if not main_agent and agent_id is None:
return
if isinstance(message, BaseMessageChunk):
key = (agent_id, message.id or type(message).__name__)
previous = self._chunks.get(key)
combined = message if previous is None else previous + message
self._chunks[key] = combined
if getattr(message, "chunk_position", None) != "last":
return
self._chunks.pop(key, None)
self._append(message_chunk_to_message(combined), agent_id=agent_id)
return
if isinstance(message, BaseMessage):
self._append(message, agent_id=agent_id)
def start_attempt(
self,
*,
agent_id: str | None,
call_id: str,
attempt: int,
) -> None:
"""Open (or replace) the active staging scope for an agent.
Staged messages buffer in memory until `complete_attempt` commits
them, so retried attempts do not duplicate transcript records.
Args:
agent_id: Subagent scope, or `None` for the main agent.
call_id: LLM call identifier for this attempt.
attempt: Zero-based attempt number within the call.
"""
if self._active_scope(agent_id, call_id=call_id, attempt=attempt) is not None:
return
existing = self._attempts.get(agent_id)
if existing is not None and existing.staged:
# A start for a different attempt replaces the open scope outright,
# which drops whatever it staged. Callers are expected to discard
# the superseded scope first; reaching here with staged records
# means a lifecycle event went missing, so leave a trace rather
# than losing transcript records silently.
logger.warning(
"Replacing open transcript attempt %s/%d for agent %s while it "
"held %d staged record(s); they are dropped",
existing.call_id,
existing.attempt,
agent_id,
len(existing.staged),
)
self._drop_chunks(agent_id)
self._attempts[agent_id] = _AttemptScope(call_id=call_id, attempt=attempt)
def complete_attempt(
self,
*,
agent_id: str | None,
call_id: str,
attempt: int,
) -> None:
"""Commit staged messages for a matching attempt, then clear it.
Duplicate or mismatched calls are ignored idempotently.
Args:
agent_id: Subagent scope, or `None` for the main agent.
call_id: LLM call identifier for this attempt.
attempt: Zero-based attempt number within the call.
"""
scope = self._active_scope(agent_id, call_id=call_id, attempt=attempt)
if scope is None:
return
staged = scope.staged
self._attempts.pop(agent_id, None)
self._drop_chunks(agent_id)
for message in staged:
self._append(message, agent_id=agent_id)
def discard_attempt(
self,
*,
agent_id: str | None,
call_id: str,
attempt: int,
) -> None:
"""Drop staged messages and pending chunks for a matching attempt.
Duplicate or mismatched calls are ignored idempotently.
Args:
agent_id: Subagent scope, or `None` for the main agent.
call_id: LLM call identifier for this attempt.
attempt: Zero-based attempt number within the call.
"""
scope = self._active_scope(agent_id, call_id=call_id, attempt=attempt)
if scope is None:
return
self._attempts.pop(agent_id, None)
self._drop_chunks(agent_id)
def drop_uncommitted(self) -> None:
"""Clear all attempt scopes and chunk accumulators without appending.
Terminal teardown: these attempts never completed (abort, retry-budget
exhaustion, cancellation), so their records are not transcript history.
Dropping non-empty staging makes the on-screen conversation and the
persisted transcript diverge, so count it rather than clearing silently.
"""
dropped = sum(len(scope.staged) for scope in self._attempts.values())
if dropped:
logger.warning(
"Dropping %d staged transcript record(s) from %d uncommitted "
"model attempt(s)",
dropped,
len(self._attempts),
)
self._attempts.clear()
self._chunks.clear()
def _drop_chunks(self, agent_id: str | None) -> None:
"""Drop every partial chunk accumulator belonging to one agent."""
for key in [key for key in self._chunks if key[0] == agent_id]:
del self._chunks[key]
def _active_scope(
self,
agent_id: str | None,
*,
call_id: str,
attempt: int,
) -> _AttemptScope | None:
scope = self._attempts.get(agent_id)
if scope is None or scope.call_id != call_id or scope.attempt != attempt:
return None
return scope
def _append(self, message: BaseMessage, *, agent_id: str | None) -> None:
scope = self._attempts.get(agent_id)
if scope is not None:
scope.staged.append(message)
return
append_messages = getattr(self.runtime, "append_messages", None)
if not callable(append_messages):
return
try:
append_messages(self.thread_id, [message], agent_id=agent_id)
except (TypeError, ValueError):
logger.warning(
"Skipping invalid streamed transcript message",
exc_info=True,
)
def append(self, messages: Sequence[BaseMessage]) -> None:
"""Append checkpoint or input messages to the root transcript.
Deliberately bypasses attempt staging: these messages are turn inputs
and checkpoint history, not model output, so no attempt owns them and
none should be able to discard them. Callers append them between turns,
never while a scope is open -- doing so would order them ahead of model
output that was staged earlier.
"""
append_messages = getattr(self.runtime, "append_messages", None)
if callable(append_messages):
append_messages(self.thread_id, messages)
def _stream_agent_id(metadata: Mapping[str, object] | None) -> str | None:
if metadata is None:
return None
value = metadata.get(SUBAGENT_TRANSCRIPT_ID_METADATA_KEY)
return value if isinstance(value, str) and value else None
def _is_local_context_message(message: object) -> bool:
"""Return whether a local or serialized message is internal context."""
if isinstance(message, BaseMessage):
metadata = getattr(message, "additional_kwargs", None)
elif isinstance(message, dict):
metadata = message.get("additional_kwargs")
else:
return False
return (
isinstance(metadata, dict)
and metadata.get("lc_source") == LOCAL_CONTEXT_MESSAGE_SOURCE
)
def _record_from_message(
message: BaseMessage,
*,
thread_id: str,
agent_id: str | None,
sequence: int,
) -> TranscriptRecord | None:
if isinstance(message, HumanMessage):
role: Literal["user", "assistant", "tool", "system"] = "user"
elif isinstance(message, AIMessage):
role = "assistant"
elif isinstance(message, ToolMessage):
role = "tool"
elif isinstance(message, SystemMessage):
role = "system"
else:
return None
raw = message.model_dump(mode="json")
content = JSON_VALUE_ADAPTER.validate_python(
redact_transcript_value(raw.get("content"))
)
message_id = message.id if isinstance(message.id, str) else None
name = getattr(message, "name", None)
tool_name = name if isinstance(name, str) else None
record_id = message_id or f"{role}:{sequence}"
return TranscriptRecord(
sequence=sequence,
record_id=record_id,
thread_id=thread_id,
agent_id=agent_id,
role=role,
message_id=message_id,
content=content,
name=tool_name,
)
def redact_transcript_value(value: object) -> JsonValue:
"""Redact secret-like strings inside transcript content.
Args:
value: Arbitrary message content.
Returns:
JSON-compatible content with URLs/credentials scrubbed.
"""
if isinstance(value, str):
return _redact_text(value)
if isinstance(value, list):
return [redact_transcript_value(item) for item in value]
if isinstance(value, dict):
return {
str(key): (
"[redacted]"
if _is_secret_env(str(key))
else redact_transcript_value(item)
)
for key, item in value.items()
}
return JSON_VALUE_ADAPTER.validate_python(value)
def _redact_text(text: str) -> str:
redacted = _SECRET_ASSIGNMENT_RE.sub(
lambda match: f"{match.group(1)}=[redacted]",
text,
)
redacted = _BEARER_RE.sub(lambda match: f"{match.group(1)} [redacted]", redacted)
redacted = _PREFIXED_TOKEN_RE.sub("[redacted]", redacted)
redacted = _JWT_RE.sub("[redacted]", redacted)
return _URL_RE.sub(lambda match: _redact_url(match.group(0)), redacted)
def _redact_url(value: str) -> str:
try:
parsed = urlsplit(value)
hostname = parsed.hostname or ""
port = parsed.port
except ValueError:
return "[redacted URL]"
if ":" in hostname and not hostname.startswith("["):
hostname = f"[{hostname}]"
netloc = f"{hostname}:{port}" if port is not None else hostname
path = "/[redacted]" if parsed.path else ""
query_items = parse_qsl(parsed.query, keep_blank_values=True)
query = urlencode([(key, "[redacted]") for key, _value in query_items])
fragment = "[redacted]" if parsed.fragment else ""
return urlunsplit((parsed.scheme, netloc, path, query, fragment))
@contextmanager
def _file_lock(lock_path: Path) -> Iterator[None]:
"""Hold an advisory cross-process lock on `lock_path`.
Materialization rewrites the whole transcript file, so concurrent dcode
processes resuming the same thread must serialize their read-merge-write
cycle on something stronger than the in-process `threading.RLock`.
"""
fd = os.open(lock_path, os.O_RDWR | os.O_CREAT, _FILE_MODE)
try:
if os.name != "nt":
fcntl.flock(fd, fcntl.LOCK_EX)
else:
msvcrt.locking(fd, msvcrt.LK_LOCK, 1)
try:
yield
finally:
if os.name != "nt":
fcntl.flock(fd, fcntl.LOCK_UN)
else:
with suppress(OSError):
os.lseek(fd, 0, os.SEEK_SET)
msvcrt.locking(fd, msvcrt.LK_UNLCK, 1)
finally:
os.close(fd)
def _merge_disk_records(path: Path, buffer: _TranscriptBuffer) -> None:
"""Fold on-disk records missing from `buffer` back into it.
Another process may have materialized the shared transcript since this
process last loaded it; re-reading under the file lock prevents the next
rewrite from silently dropping that process's records. Buffer records win
ordering ties; disk-only records keep their relative order appended after.
"""
if not path.is_file():
return
disk_records, valid = _read_transcript(path)
if not valid:
return
buffer_ids = {record.record_id for record in buffer.records}
if all(record.record_id in buffer_ids for record in disk_records):
return
merged = list(buffer.records)
merged_ids = set(buffer_ids)
for record in disk_records:
if record.record_id in merged_ids:
continue
merged.append(record.model_copy(update={"sequence": len(merged)}))
merged_ids.add(record.record_id)
buffer.records = merged
buffer.record_ids = merged_ids
buffer.dirty = True
def _write_transcript(
root: Path,
path: Path,
records: Sequence[TranscriptRecord],
retention_revisions: int,
) -> str:
_ensure_private_directories(root, path.parent)
payload = "".join(
record.model_dump_json(exclude_none=True) + "\n" for record in records
)
revision = hashlib.sha256(payload.encode("utf-8")).hexdigest()
fd, raw_tmp = tempfile.mkstemp(dir=path.parent, suffix=".tmp")
tmp_path = Path(raw_tmp)
try:
with os.fdopen(fd, "w", encoding="utf-8") as handle:
handle.write(payload)
handle.flush()
os.fsync(handle.fileno())
if os.name != "nt":
tmp_path.chmod(_FILE_MODE)
# Copy the previous revision aside first, then atomically replace the
# live path so concurrent readers never observe a missing file.
if path.exists():
prior_payload = path.read_bytes()
prior_revision = hashlib.sha256(prior_payload).hexdigest()
backup = path.with_suffix(path.suffix + f".bak-{prior_revision}")
_write_backup(backup, prior_payload)
_prune_backups(path, retention_revisions)
tmp_path.replace(path)
if os.name != "nt":
path.chmod(_FILE_MODE)
except OSError:
logger.warning("Failed to materialize transcript at %s", path, exc_info=True)
with suppress(OSError):
tmp_path.unlink(missing_ok=True)
raise
return revision
def _write_backup(path: Path, payload: bytes) -> None:
fd, raw_tmp = tempfile.mkstemp(dir=path.parent, suffix=".bak.tmp")
tmp_path = Path(raw_tmp)
try:
with os.fdopen(fd, "wb") as handle:
handle.write(payload)
handle.flush()
os.fsync(handle.fileno())
if os.name != "nt":
tmp_path.chmod(_FILE_MODE)
tmp_path.replace(path)
except OSError:
with suppress(OSError):
tmp_path.unlink(missing_ok=True)
raise
def _safe_component(identifier: str) -> str:
normalized = unicodedata.normalize("NFKD", identifier)
readable = normalized.encode("ascii", errors="ignore").decode("ascii").lower()
prefix = _SAFE_PREFIX_RE.sub("-", readable).strip("-")[:_SAFE_PREFIX_LENGTH]
digest = hashlib.sha256(identifier.encode("utf-8")).hexdigest()
return f"{prefix or 'id'}--{digest}"
def _ensure_private_directories(root: Path, target: Path) -> None:
root.mkdir(parents=True, exist_ok=True, mode=_DIR_MODE)
target.mkdir(parents=True, exist_ok=True, mode=_DIR_MODE)
if os.name == "nt":
return
root.chmod(_DIR_MODE)
relative = target.relative_to(root)
current = root
for part in relative.parts:
current /= part
current.chmod(_DIR_MODE)
def _prune_backups(path: Path, retention_revisions: int) -> None:
pattern = f"{path.name}.bak-*"
backups = sorted(
path.parent.glob(pattern),
key=lambda item: (item.stat().st_mtime_ns, item.name),
)
excess = len(backups) - retention_revisions
for stale in backups[: max(0, excess)]:
with suppress(OSError):
stale.unlink()
def _read_transcript(path: Path) -> tuple[list[TranscriptRecord], bool]:
records: list[TranscriptRecord] = []
try:
for line in path.read_text(encoding="utf-8").splitlines():
if not line.strip():
continue
records.append(TranscriptRecord.model_validate_json(line))
except (OSError, ValueError):
logger.warning("Could not read transcript at %s", path, exc_info=True)
return [], False
return records, True
def _revision_for_records(records: Sequence[TranscriptRecord]) -> str:
payload = "".join(
record.model_dump_json(exclude_none=True) + "\n" for record in records
)
return hashlib.sha256(payload.encode("utf-8")).hexdigest()