orjson optional wip

python/langsmith/_internal/_background_thread.py

@@ -1,4 +1,4 @@
 from __future__ import annotations
 
 import functools
 import logging
@@ -155,13 +155,24 @@
     # 1 for this func, 1 for getrefcount, 1 for _get_data_type_cached
     num_known_refs = 3
 
+    def keep_thread_active() -> bool:
+        # if `client.cleanup()` was called, stop thread
+        if client and client._manual_cleanup:
+            return False
+        if not threading.main_thread().is_alive():
+            # main thread is dead. should not be active
+            return False
+        try:
+            # check if client refs count indicates we're the only remaining
+            # reference to the client
+            return sys.getrefcount(client) > num_known_refs + len(sub_threads)
+        except AttributeError:
+            # in PyPy, there is no sys.getrefcount attribute
+            # for now, keep thread alive
+            return True
+
     # loop until
-    while (
-        # the main thread dies
-        threading.main_thread().is_alive()
-        # or we're the only remaining reference to the client
-        and sys.getrefcount(client) > num_known_refs + len(sub_threads)
-    ):
+    while keep_thread_active():
         for thread in sub_threads:
             if not thread.is_alive():
                 sub_threads.remove(thread)

python/langsmith/_internal/_operations.py

@@ -5,9 +5,8 @@
 import uuid
 from typing import Literal, Optional, Union, cast
 
-import orjson
-
 from langsmith import schemas as ls_schemas
+from langsmith._internal import _orjson
 from langsmith._internal._multipart import MultipartPart, MultipartPartsAndContext
 from langsmith._internal._serde import dumps_json as _dumps_json
 
@@ -169,12 +168,12 @@ def combine_serialized_queue_operations(
             if op._none is not None and op._none != create_op._none:
                 # TODO optimize this more - this would currently be slowest
                 # for large payloads
-                create_op_dict = orjson.loads(create_op._none)
+                create_op_dict = _orjson.loads(create_op._none)
                 op_dict = {
-                    k: v for k, v in orjson.loads(op._none).items() if v is not None
+                    k: v for k, v in _orjson.loads(op._none).items() if v is not None
                 }
                 create_op_dict.update(op_dict)
-                create_op._none = orjson.dumps(create_op_dict)
+                create_op._none = _orjson.dumps(create_op_dict)
 
             if op.inputs is not None:
                 create_op.inputs = op.inputs

python/langsmith/_internal/_orjson.py

@@ -0,0 +1,84 @@
+"""Stubs for orjson operations, compatible with PyPy via a json fallback."""
+
+try:
+    from orjson import (
+        OPT_NON_STR_KEYS,
+        OPT_SERIALIZE_DATACLASS,
+        OPT_SERIALIZE_NUMPY,
+        OPT_SERIALIZE_UUID,
+        Fragment,
+        JSONDecodeError,
+        dumps,
+        loads,
+    )
+
+except ImportError:
+    import dataclasses
+    import json
+    import uuid
+    from typing import Any, Callable, Optional
+
+    OPT_NON_STR_KEYS = 1
+    OPT_SERIALIZE_DATACLASS = 2
+    OPT_SERIALIZE_NUMPY = 4
+    OPT_SERIALIZE_UUID = 8
+
+    class Fragment:  # type: ignore
+        def __init__(self, payloadb: bytes):
+            self.payloadb = payloadb
+
+    from json import JSONDecodeError  # type: ignore
+
+    def dumps(  # type: ignore
+        obj: Any,
+        /,
+        default: Optional[Callable[[Any], Any]] = None,
+        option: int = 0,
+    ) -> bytes:  # type: ignore
+        # for now, don't do anything for this case because `json.dumps`
+        # automatically encodes non-str keys as str by default, unlike orjson
+        # enable_non_str_keys = bool(option & OPT_NON_STR_KEYS)
+
+        enable_serialize_numpy = bool(option & OPT_SERIALIZE_NUMPY)
+        enable_serialize_dataclass = bool(option & OPT_SERIALIZE_DATACLASS)
+        enable_serialize_uuid = bool(option & OPT_SERIALIZE_UUID)
+
+        class CustomEncoder(json.JSONEncoder):  # type: ignore
+            def encode(self, o: Any) -> str:
+                if isinstance(o, Fragment):
+                    return o.payloadb.decode("utf-8")  # type: ignore
+                return super().encode(o)
+
+            def default(self, o: Any) -> Any:
+                if enable_serialize_uuid and isinstance(o, uuid.UUID):
+                    return str(o)
+                if enable_serialize_numpy and hasattr(o, "tolist"):
+                    # even objects like np.uint16(15) have a .tolist() function
+                    return o.tolist()
+                if (
+                    enable_serialize_dataclass
+                    and dataclasses.is_dataclass(o)
+                    and not isinstance(o, type)
+                ):
+                    return dataclasses.asdict(o)
+                if default is not None:
+                    return default(o)
+
+                return super().default(o)
+
+        return json.dumps(obj, cls=CustomEncoder).encode("utf-8")
+
+    def loads(payload: bytes, /) -> Any:  # type: ignore
+        return json.loads(payload)
+
+
+__all__ = [
+    "loads",
+    "dumps",
+    "Fragment",
+    "JSONDecodeError",
+    "OPT_SERIALIZE_NUMPY",
+    "OPT_SERIALIZE_DATACLASS",
+    "OPT_SERIALIZE_UUID",
+    "OPT_NON_STR_KEYS",
+]

python/langsmith/_internal/_serde.py

@@ -12,7 +12,7 @@
 import uuid
 from typing import Any
 
-import orjson
+from langsmith._internal import _orjson
 
 try:
     from zoneinfo import ZoneInfo  # type: ignore[import-not-found]
@@ -133,13 +133,13 @@ def dumps_json(obj: Any) -> bytes:
         The JSON formatted string.
     """
     try:
-        return orjson.dumps(
+        return _orjson.dumps(
             obj,
             default=_serialize_json,
-            option=orjson.OPT_SERIALIZE_NUMPY
-            | orjson.OPT_SERIALIZE_DATACLASS
-            | orjson.OPT_SERIALIZE_UUID
-            | orjson.OPT_NON_STR_KEYS,
+            option=_orjson.OPT_SERIALIZE_NUMPY
+            | _orjson.OPT_SERIALIZE_DATACLASS
+            | _orjson.OPT_SERIALIZE_UUID
+            | _orjson.OPT_NON_STR_KEYS,
         )
     except TypeError as e:
         # Usually caused by UTF surrogate characters
@@ -150,9 +150,9 @@ def dumps_json(obj: Any) -> bytes:
             ensure_ascii=True,
         ).encode("utf-8")
         try:
-            result = orjson.dumps(
-                orjson.loads(result.decode("utf-8", errors="surrogateescape"))
+            result = _orjson.dumps(
+                _orjson.loads(result.decode("utf-8", errors="surrogateescape"))
             )
-        except orjson.JSONDecodeError:
+        except _orjson.JSONDecodeError:
             result = _elide_surrogates(result)
         return result

python/langsmith/_testing.py

@@ -12,7 +12,6 @@
 from pathlib import Path
 from typing import Any, Callable, Optional, Sequence, Tuple, TypeVar, overload
 
-import orjson
 from typing_extensions import TypedDict
 
 from langsmith import client as ls_client
@@ -21,6 +20,7 @@
 from langsmith import run_trees as rt
 from langsmith import schemas as ls_schemas
 from langsmith import utils as ls_utils
+from langsmith._internal import _orjson
 
 try:
     import pytest  # type: ignore
@@ -374,7 +374,7 @@ def _serde_example_values(values: VT) -> VT:
     if values is None:
         return values
     bts = ls_client._dumps_json(values)
-    return orjson.loads(bts)
+    return _orjson.loads(bts)
 
 
 class _LangSmithTestSuite:

python/langsmith/client.py

@@ -55,7 +55,6 @@
 )
 from urllib import parse as urllib_parse
 
-import orjson
 import requests
 from requests import adapters as requests_adapters
 from requests_toolbelt import (  # type: ignore[import-untyped]
@@ -69,6 +68,7 @@
 from langsmith import env as ls_env
 from langsmith import schemas as ls_schemas
 from langsmith import utils as ls_utils
+from langsmith._internal import _orjson
 from langsmith._internal._background_thread import (
     TracingQueueItem,
 )
@@ -368,6 +368,7 @@ class Client:
         "_info",
         "_write_api_urls",
         "_settings",
+        "_manual_cleanup",
     ]
 
     def __init__(
@@ -516,6 +517,8 @@ def __init__(
 
         self._settings: Union[ls_schemas.LangSmithSettings, None] = None
 
+        self._manual_cleanup = False
+
     def _repr_html_(self) -> str:
         """Return an HTML representation of the instance with a link to the URL.
 
@@ -1252,7 +1255,7 @@ def _hide_run_inputs(self, inputs: dict):
         if self._hide_inputs is True:
             return {}
         if self._anonymizer:
-            json_inputs = orjson.loads(_dumps_json(inputs))
+            json_inputs = _orjson.loads(_dumps_json(inputs))
             return self._anonymizer(json_inputs)
         if self._hide_inputs is False:
             return inputs
@@ -1262,7 +1265,7 @@ def _hide_run_outputs(self, outputs: dict):
         if self._hide_outputs is True:
             return {}
         if self._anonymizer:
-            json_outputs = orjson.loads(_dumps_json(outputs))
+            json_outputs = _orjson.loads(_dumps_json(outputs))
             return self._anonymizer(json_outputs)
         if self._hide_outputs is False:
             return outputs
@@ -1282,20 +1285,20 @@ def _batch_ingest_run_ops(
         # form the partial body and ids
         for op in ops:
             if isinstance(op, SerializedRunOperation):
-                curr_dict = orjson.loads(op._none)
+                curr_dict = _orjson.loads(op._none)
                 if op.inputs:
-                    curr_dict["inputs"] = orjson.Fragment(op.inputs)
+                    curr_dict["inputs"] = _orjson.Fragment(op.inputs)
                 if op.outputs:
-                    curr_dict["outputs"] = orjson.Fragment(op.outputs)
+                    curr_dict["outputs"] = _orjson.Fragment(op.outputs)
                 if op.events:
-                    curr_dict["events"] = orjson.Fragment(op.events)
+                    curr_dict["events"] = _orjson.Fragment(op.events)
                 if op.attachments:
                     logger.warning(
                         "Attachments are not supported when use_multipart_endpoint "
                         "is False"
                     )
                 ids_and_partial_body[op.operation].append(
-                    (f"trace={op.trace_id},id={op.id}", orjson.dumps(curr_dict))
+                    (f"trace={op.trace_id},id={op.id}", _orjson.dumps(curr_dict))
                 )
             elif isinstance(op, SerializedFeedbackOperation):
                 logger.warning(
@@ -1321,20 +1324,20 @@ def _batch_ingest_run_ops(
                     and body_size + len(body_deque[0][1]) > size_limit_bytes
                 ):
                     self._post_batch_ingest_runs(
-                        orjson.dumps(body_chunks),
+                        _orjson.dumps(body_chunks),
                         _context=f"\n{key}: {'; '.join(context_ids[key])}",
                     )
                     body_size = 0
                     body_chunks.clear()
                     context_ids.clear()
                 curr_id, curr_body = body_deque.popleft()
                 body_size += len(curr_body)
-                body_chunks[key].append(orjson.Fragment(curr_body))
+                body_chunks[key].append(_orjson.Fragment(curr_body))
                 context_ids[key].append(curr_id)
         if body_size:
             context = "; ".join(f"{k}: {'; '.join(v)}" for k, v in context_ids.items())
             self._post_batch_ingest_runs(
-                orjson.dumps(body_chunks), _context="\n" + context
+                _orjson.dumps(body_chunks), _context="\n" + context
             )
 
     def batch_ingest_runs(
@@ -2759,7 +2762,7 @@ def create_dataset(
             "POST",
             "/datasets",
             headers={**self._headers, "Content-Type": "application/json"},
-            data=orjson.dumps(dataset),
+            data=_orjson.dumps(dataset),
         )
         ls_utils.raise_for_status_with_text(response)
 
@@ -5675,6 +5678,10 @@ def push_prompt(
         )
         return url
 
+    def cleanup(self) -> None:
+        """Manually trigger cleanup of the background thread."""
+        self._manual_cleanup = True
+
 
 def convert_prompt_to_openai_format(
     messages: Any,

python/pyproject.toml

@@ -31,7 +31,7 @@ pydantic = [
   { version = "^2.7.4", python = ">=3.12.4" },
 ]
 requests = "^2"
-orjson = "^3.9.14"
+orjson = { version = "^3.9.14", markers = "platform_python_implementation != 'PyPy'" }
 httpx = ">=0.23.0,<1"
 requests-toolbelt = "^1.0.0"
 

python/tests/unit_tests/test_client.py

@@ -22,7 +22,6 @@
 from unittest.mock import MagicMock, patch
 
 import dataclasses_json
-import orjson
 import pytest
 import requests
 from multipart import MultipartParser, MultipartPart, parse_options_header
@@ -33,6 +32,7 @@
 import langsmith.utils as ls_utils
 from langsmith import AsyncClient, EvaluationResult, run_trees
 from langsmith import schemas as ls_schemas
+from langsmith._internal import _orjson
 from langsmith._internal._serde import _serialize_json
 from langsmith.client import (
     Client,
@@ -848,7 +848,7 @@ class MyNamedTuple(NamedTuple):
         "set_with_class": set([MyClass(1)]),
         "my_mock": MagicMock(text="Hello, world"),
     }
-    res = orjson.loads(_dumps_json(to_serialize))
+    res = _orjson.loads(_dumps_json(to_serialize))
     assert (
         "model_dump" not in caplog.text
     ), f"Unexpected error logs were emitted: {caplog.text}"
@@ -898,7 +898,7 @@ def __repr__(self) -> str:
     my_cyclic = CyclicClass(other=CyclicClass(other=None))
     my_cyclic.other.other = my_cyclic  # type: ignore
 
-    res = orjson.loads(_dumps_json({"cyclic": my_cyclic}))
+    res = _orjson.loads(_dumps_json({"cyclic": my_cyclic}))
     assert res == {"cyclic": "my_cycles..."}
     expected = {"foo": "foo", "bar": 1}
 
@@ -1142,7 +1142,7 @@ def test_batch_ingest_run_splits_large_batches(
             op
             for call in mock_session.request.call_args_list
             for reqs in (
-                orjson.loads(call[1]["data"]).values() if call[0][0] == "POST" else []
+                _orjson.loads(call[1]["data"]).values() if call[0][0] == "POST" else []
             )
             for op in reqs
         ]