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Bump pydantic-monty to 0.0.19

Browse source 
0.0.19 runs sandboxed code in a subprocess worker pool (AsyncMonty /
AsyncMontySession) and drops MontyRepl. The sandbox checks out a session,
drives it with feed_run, and closes it to return the worker; close() is
now async. Worker crashes surface as a failed SandboxResult. The document
VFS (OSAccess/CallbackFile/MemoryFile) is unchanged.
This commit is contained in:
Yiorgis Gozadinos 2026-07-25 10:41:05 +03:00
parent 47015758a0
commit 11eb010866
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6 changed files with 146 additions and 86 deletions
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1
CHANGELOG.md
View file

@ -4,6 +4,7 @@
### Changed ### Changed
- Require `pydantic-ai-slim>=2.18,<3`. - Require `pydantic-ai-slim>=2.18,<3`.
- `pydantic-monty` bumped to `>=0.0.19`; sandbox code now runs in a subprocess worker pool.
- `enable_thinking` maps onto Pydantic AI's unified `thinking` setting for the `anthropic`, `gemini`, `groq` and `bedrock` providers. The Anthropic thinking budget is now Pydantic AI's default of 10000 tokens, was 4096, and `max_tokens` must exceed it on budget-based Claude models; `enable_thinking: false` disables Gemini thinking rather than only hiding thoughts; Groq maps reasoning effort rather than `groq_reasoning_format`; Bedrock Qwen with `enable_thinking: false` no longer sends `reasoning_config`, while Bedrock-served Claude keeps an explicit `thinking: disabled`. The `openai` and `ollama` providers still map to `openai_reasoning_effort`. - `enable_thinking` maps onto Pydantic AI's unified `thinking` setting for the `anthropic`, `gemini`, `groq` and `bedrock` providers. The Anthropic thinking budget is now Pydantic AI's default of 10000 tokens, was 4096, and `max_tokens` must exceed it on budget-based Claude models; `enable_thinking: false` disables Gemini thinking rather than only hiding thoughts; Groq maps reasoning effort rather than `groq_reasoning_format`; Bedrock Qwen with `enable_thinking: false` no longer sends `reasoning_config`, while Bedrock-served Claude keeps an explicit `thinking: disabled`. The `openai` and `ollama` providers still map to `openai_reasoning_effort`.
- `provider: bedrock` with a proprietary OpenAI model such as `openai.o3-mini-v1:0` raises `UserError`: Bedrock Converse serves only the `gpt-oss` family. Use `provider: bedrock-mantle`. - `provider: bedrock` with a proprietary OpenAI model such as `openai.o3-mini-v1:0` raises `UserError`: Bedrock Converse serves only the `gpt-oss` family. Use `provider: bedrock-mantle`.
- Tool failures raise `pydantic_ai.ToolFailed` instead of returning failure text: search and code-execution limits, sandbox execution errors, and `get_document`/`summarize_document` misses. - Tool failures raise `pydantic_ai.ToolFailed` instead of returning failure text: search and code-execution limits, sandbox execution errors, and `get_document`/`summarize_document` misses.

2
haiku_rag_slim/haiku/rag/capabilities/analysis.py
View file

@ -66,7 +66,7 @@ class AnalysisCapability(RAGCapabilityBase[AnalysisState]):
async def _close(self) -> None: async def _close(self) -> None:
if self.sandbox is not None: if self.sandbox is not None:
self.sandbox.close() await self.sandbox.close()
self.sandbox = None self.sandbox = None
await super()._close() await super()._close()

86
haiku_rag_slim/haiku/rag/sandbox/sandbox.py
View file

@ -8,7 +8,13 @@ from pathlib import Path
from typing import TYPE_CHECKING, Any, Literal from typing import TYPE_CHECKING, Any, Literal
import pydantic_monty import pydantic_monty
from pydantic_monty import CallbackFile, MemoryFile, MontyRepl, OSAccess from pydantic_monty import (
AsyncMonty,
AsyncMontySession,
CallbackFile,
MemoryFile,
OSAccess,
)
from haiku.rag.config.models import AppConfig from haiku.rag.config.models import AppConfig
from haiku.rag.sandbox.dependencies import AnalysisContext from haiku.rag.sandbox.dependencies import AnalysisContext
@ -109,24 +115,26 @@ class Sandbox:
"""Execute code in a sandboxed Python interpreter. """Execute code in a sandboxed Python interpreter.
Uses pydantic-monty, a minimal secure Python interpreter written in Rust. Uses pydantic-monty, a minimal secure Python interpreter written in Rust.
External functions (search, list_documents) are called by Monty code The interpreter runs in a subprocess worker checked out of an ``AsyncMonty``
pool. External functions (search, list_documents) are called by Monty code
using ``await`` and resolved asynchronously on the host. Documents are using ``await`` and resolved asynchronously on the host. Documents are
exposed via a virtual filesystem at ``/documents/{id}/``. exposed via a virtual filesystem at ``/documents/{id}/``.
The interpreter uses a REPL session — variables persist across The session persists across ``execute()`` calls within the same Sandbox
``execute()`` calls within the same Sandbox instance. instance — variables carry over. Call ``close()`` to return the worker to
the pool and shut the pool down.
sandbox = Sandbox(db_path, config, context) sandbox = Sandbox(db_path, config, context)
result = await sandbox.execute("x = await search('query')") result = await sandbox.execute("x = await search('query')")
result = await sandbox.execute("print(x[0]['content'])") # x persists result = await sandbox.execute("print(x[0]['content'])") # x persists
await sandbox.close()
All database access runs on the event loop that drives ``execute()``. Monty's All database access runs on the event loop that drives ``execute()``. Monty's
file callbacks are synchronous and run on the interpreter's worker thread, so file callbacks are synchronous and run off that loop while ``feed_run`` is
they bridge back to that loop via ``run_coroutine_threadsafe``; the loop is awaited, so they bridge back to it via ``run_coroutine_threadsafe`` without
free during ``feed_run_async`` (the VM runs on the worker thread), so the deadlocking. When a ``rag`` connection is supplied it is used for every read,
bridge does not deadlock. When a ``rag`` connection is supplied it is used so an analysis run drives a single connection on a single loop; otherwise
for every read, so an analysis run drives a single connection on a single each read opens an ephemeral read-only connection.
loop; otherwise each read opens an ephemeral read-only connection.
""" """
_db_path: Path _db_path: Path
@ -139,7 +147,8 @@ class Sandbox:
_doc_chunk_index: dict[str, dict[str, list[str]]] _doc_chunk_index: dict[str, dict[str, list[str]]]
_items_jsonl_cache: dict[str, str] _items_jsonl_cache: dict[str, str]
_toc_json_cache: dict[str, str] _toc_json_cache: dict[str, str]
_repl: MontyRepl | None _pool: AsyncMonty | None
_session: AsyncMontySession | None
_vfs: OSAccess | None _vfs: OSAccess | None
_loop: asyncio.AbstractEventLoop | None _loop: asyncio.AbstractEventLoop | None
@ -161,7 +170,8 @@ class Sandbox:
self._doc_chunk_index = {} self._doc_chunk_index = {}
self._items_jsonl_cache = {} self._items_jsonl_cache = {}
self._toc_json_cache = {} self._toc_json_cache = {}
self._repl = None self._pool = None
self._session = None
self._vfs = None self._vfs = None
self._loop = None self._loop = None
@ -185,17 +195,22 @@ class Sandbox:
def _run_on_loop(self, coro: Coroutine[Any, Any, Any]) -> Any: def _run_on_loop(self, coro: Coroutine[Any, Any, Any]) -> Any:
"""Run a coroutine on the execute() loop from a synchronous callback. """Run a coroutine on the execute() loop from a synchronous callback.
Called from Monty's worker thread while ``feed_run_async`` leaves the Called off the loop while ``feed_run`` is awaited, so scheduling onto it
loop free, so scheduling onto it and blocking for the result is safe. and blocking for the result is safe.
""" """
assert self._loop is not None, ( assert self._loop is not None, (
"VFS reads happen during execute(); the loop must be captured first." "VFS reads happen during execute(); the loop must be captured first."
) )
return asyncio.run_coroutine_threadsafe(coro, self._loop).result() return asyncio.run_coroutine_threadsafe(coro, self._loop).result()
def close(self) -> None: async def close(self) -> None:
"""Retained for API compatibility; the sandbox owns no resources.""" """Return the worker to the pool and shut the pool down. Idempotent."""
return if self._session is not None:
await self._session.__aexit__(None, None, None)
self._session = None
if self._pool is not None:
await self._pool.__aexit__(None, None, None)
self._pool = None
def _build_external_functions(self) -> dict[str, Any]: def _build_external_functions(self) -> dict[str, Any]:
"""Build async external functions for the Monty interpreter.""" """Build async external functions for the Monty interpreter."""
@ -413,48 +428,47 @@ class Sandbox:
return OSAccess(files) return OSAccess(files)
async def _ensure_initialized(self) -> tuple[MontyRepl, OSAccess]: async def _ensure_initialized(self) -> tuple[AsyncMontySession, OSAccess]:
"""Initialize the REPL session and VFS on first use.""" """Check out a worker session and build the VFS on first use."""
if self._repl is None: if self._session is None:
self._vfs = await self._build_vfs() self._vfs = await self._build_vfs()
self._repl = MontyRepl( self._pool = AsyncMonty()
limits={ await self._pool.__aenter__()
"max_duration_secs": self._config.analysis.code_timeout, session = self._pool.checkout(
}, limits={"max_duration_secs": self._config.analysis.code_timeout},
) )
assert self._repl is not None and self._vfs is not None await session.__aenter__()
return self._repl, self._vfs self._session = session
assert self._session is not None and self._vfs is not None
return self._session, self._vfs
async def execute(self, code: str) -> SandboxResult: async def execute(self, code: str) -> SandboxResult:
"""Execute Python code in the Monty REPL. """Execute Python code in the Monty worker session.
Variables persist across calls within the same Sandbox instance. Variables persist across calls within the same Sandbox instance.
""" """
# Monty's synchronous file callbacks bridge DB reads back to this loop. # Monty's synchronous file callbacks bridge DB reads back to this loop.
self._loop = asyncio.get_running_loop() self._loop = asyncio.get_running_loop()
repl, vfs = await self._ensure_initialized() session, vfs = await self._ensure_initialized()
external_fns = self._build_external_functions() external_fns = self._build_external_functions()
stdout_lines: list[str] = [] stdout_lines: list[str] = []
def print_callback( # pragma: no cover - runs on Monty's Rust thread def print_callback( # pragma: no cover - runs on Monty's worker thread
_stream: Literal["stdout"], text: str _stream: Literal["stdout", "stderr"], text: str
) -> None: ) -> None:
stdout_lines.append(text) stdout_lines.append(text)
max_chars = self._config.analysis.max_output_chars max_chars = self._config.analysis.max_output_chars
try: try:
output = await repl.feed_run_async( output = await session.feed_run(
code, code,
external_functions=external_fns, external_lookup=external_fns,
print_callback=print_callback, print_callback=print_callback,
os=vfs, os=vfs,
) )
except ( except pydantic_monty.MontyError as e:
pydantic_monty.MontySyntaxError,
pydantic_monty.MontyRuntimeError,
) as e:
stdout = "".join(stdout_lines) stdout = "".join(stdout_lines)
if len(stdout) > max_chars: if len(stdout) > max_chars:
stdout = stdout[:max_chars] + "\n... (output truncated)" stdout = stdout[:max_chars] + "\n... (output truncated)"

2
haiku_rag_slim/pyproject.toml
View file

@ -30,7 +30,7 @@ dependencies = [
"pathspec>=1.0.4", "pathspec>=1.0.4",
"pydantic>=2.12.5", "pydantic>=2.12.5",
"pydantic-ai-slim[openai,logfire,ag-ui]>=2.18.0,<3.0.0", "pydantic-ai-slim[openai,logfire,ag-ui]>=2.18.0,<3.0.0",
"pydantic-monty>=0.0.17", "pydantic-monty>=0.0.19",
"pypdfium2>=5.0", "pypdfium2>=5.0",
"python-dotenv>=1.2.2", "python-dotenv>=1.2.2",
"pyyaml>=6.0.3", "pyyaml>=6.0.3",

18
tests/sandbox/test_sandbox.py
View file

@ -453,7 +453,7 @@ class TestSandboxHeldConnection:
assert int(lines[1]) > 0 assert int(lines[1]) > 0
assert lines[2] == "True" assert lines[2] == "True"
finally: finally:
sb.close() await sb.close()
@pytest.mark.asyncio @pytest.mark.asyncio
@pytest.mark.vcr() @pytest.mark.vcr()
@ -557,7 +557,7 @@ class TestSandboxHeldConnection:
assert first.stdout == second.stdout assert first.stdout == second.stdout
assert not any(t.name == "sandbox-vfs" for t in threading.enumerate()) assert not any(t.name == "sandbox-vfs" for t in threading.enumerate())
finally: finally:
sb.close() await sb.close()
@pytest.mark.asyncio @pytest.mark.asyncio
@pytest.mark.vcr() @pytest.mark.vcr()
@ -584,21 +584,21 @@ class TestSandboxHeldConnection:
assert second.success, second.stderr assert second.success, second.stderr
assert int(second.stdout.strip()) > 0 assert int(second.stdout.strip()) > 0
finally: finally:
sb.close() await sb.close()
@pytest.mark.asyncio @pytest.mark.asyncio
async def test_close_is_safe_without_vfs_read(self, temp_db_path): async def test_close_is_safe_without_vfs_read(self, temp_db_path):
"""close() is a no-op (and safe to call twice) when no VFS read happened.""" """close() is safe and idempotent before any code has run."""
async with HaikuRAG(temp_db_path, create=True): async with HaikuRAG(temp_db_path, create=True):
config = AppConfig() config = AppConfig()
sb = Sandbox(db_path=temp_db_path, config=config, context=AnalysisContext()) sb = Sandbox(db_path=temp_db_path, config=config, context=AnalysisContext())
sb.close() await sb.close()
sb.close() await sb.close()
@pytest.mark.asyncio @pytest.mark.asyncio
@pytest.mark.vcr() @pytest.mark.vcr()
async def test_close_is_idempotent_after_vfs_read(self, temp_db_path): async def test_close_is_idempotent_after_vfs_read(self, temp_db_path):
"""close() is a safe no-op after a VFS read; no background thread lingers.""" """close() tears down the worker and is idempotent; no thread lingers."""
config = AppConfig() config = AppConfig()
async with HaikuRAG(temp_db_path, create=True) as client: async with HaikuRAG(temp_db_path, create=True) as client:
doc = await client.create_document( doc = await client.create_document(
@ -616,5 +616,5 @@ class TestSandboxHeldConnection:
) )
assert result.success assert result.success
assert not any(t.name == "sandbox-vfs" for t in threading.enumerate()) assert not any(t.name == "sandbox-vfs" for t in threading.enumerate())
sb.close() await sb.close()
sb.close() await sb.close()

123
uv.lock
View file

@ -1770,7 +1770,7 @@ requires-dist = [
{ name = "pydantic-ai-slim", extras = ["mistral"], marker = "extra == 'mistral'" }, { name = "pydantic-ai-slim", extras = ["mistral"], marker = "extra == 'mistral'" },
{ name = "pydantic-ai-slim", extras = ["openai", "logfire", "ag-ui"], specifier = ">=2.18.0,<3.0.0" }, { name = "pydantic-ai-slim", extras = ["openai", "logfire", "ag-ui"], specifier = ">=2.18.0,<3.0.0" },
{ name = "pydantic-ai-slim", extras = ["voyageai"], marker = "extra == 'voyageai'" }, { name = "pydantic-ai-slim", extras = ["voyageai"], marker = "extra == 'voyageai'" },
{ name = "pydantic-monty", specifier = ">=0.0.17" }, { name = "pydantic-monty", specifier = ">=0.0.19" },
{ name = "pypdfium2", specifier = ">=5.0" }, { name = "pypdfium2", specifier = ">=5.0" },
{ name = "python-dotenv", specifier = ">=1.2.2" }, { name = "python-dotenv", specifier = ">=1.2.2" },
{ name = "pyyaml", specifier = ">=6.0.3" }, { name = "pyyaml", specifier = ">=6.0.3" },
@ -3981,49 +3981,94 @@ wheels = [
[[package]] [[package]]
name = "pydantic-monty" name = "pydantic-monty"
version = "0.0.17" version = "0.0.19"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
dependencies = [ dependencies = [
{ name = "pydantic-monty-runtime" },
{ name = "typing-extensions" }, { name = "typing-extensions" },
] ]
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