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@@ -0,0 +1,197 @@
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import base64
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import dataclasses
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import decimal
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import importlib
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import uuid
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import warnings
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from datetime import date, datetime, timezone
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from threading import Lock
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from typing import Any, Optional
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import numpy as np
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import pytest
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import opik.jsonable_encoder as jsonable_encoder
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from opik.rest_api.core import pydantic_utilities
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@dataclasses.dataclass
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class Node:
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value: int
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child: Optional["Node"] = None
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def test_jsonable_encoder__cyclic_reference():
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"""
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Test that the encoder detects cyclic references and does not infinitely recurse.
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"""
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# Create a simple two-node cycle: A -> B -> A
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node_a = Node(value=1)
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node_b = Node(value=2)
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node_a.child = node_b
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node_b.child = node_a
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encoded = jsonable_encoder.encode(node_a)
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# The exact format of the cycle marker can vary; we check that:
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# 1. We get some structure for node_a (like a dict).
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# 2. Inside node_a, there's a reference to node_b (a dict).
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# 3. Inside node_b, there's a "cyclic reference" marker instead of a full node_a object.
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print("=" * 150)
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print(encoded)
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assert isinstance(encoded, dict)
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assert "value" in encoded
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assert "child" in encoded
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# node_a.child (which is node_b) should be a dict
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assert isinstance(encoded["child"], dict)
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assert "value" in encoded["child"]
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assert "child" in encoded["child"]
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# node_b.child should be the cycle marker
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cycle_marker = encoded["child"]["child"]
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print("=" * 150)
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print(cycle_marker)
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assert isinstance(cycle_marker, str), (
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"Expected a string marker for cyclic reference"
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)
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assert "<Cyclic reference to " in cycle_marker, (
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"Should contain 'Cyclic reference' text"
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)
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def test_jsonable_encoder__repeated_objects_in_list():
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"""
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Test that the encoder handles a list of the same object repeated multiple times
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without marking it as a cycle (because it isn't a cycle—just repeated references).
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"""
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node = Node(value=42)
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# Put the same node object in a list multiple times
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repeated_list = [node, node, node]
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encoded = jsonable_encoder.encode(repeated_list)
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# We expect a list of three items, each being a dict with `value` = 42, `child` = None
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assert isinstance(encoded, list)
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assert len(encoded) == 3
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for item in encoded:
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assert isinstance(item, dict)
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assert item.get("value") == 42
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assert item.get("child") is None
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# They are distinct dictionary objects, but there is no cycle reference marker
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# because there's no actual cycle. It's just repeated references of the same object.
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assert all("Cyclic reference" not in str(item) for item in encoded)
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@pytest.mark.parametrize(
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"obj",
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[
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42,
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42.000,
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"42",
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{
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"p1": 42,
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"p2": 42.000,
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"p3": "42",
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},
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[
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42,
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42.000,
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"42",
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],
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],
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)
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def test_jsonable_encoder__common_types(obj):
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assert obj == jsonable_encoder.encode(obj)
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@pytest.mark.parametrize(
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"obj",
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[
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{42, 42.000, "42"},
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(42, 42.000, "42"),
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np.array([42, 42.000, "42"]),
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],
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)
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def test_jsonable_encoder__converted_to_list(obj):
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assert list(obj) == jsonable_encoder.encode(obj)
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@pytest.mark.parametrize(
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"obj,expected",
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[
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(
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date(2020, 1, 1),
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"2020-01-01",
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),
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(datetime(2020, 1, 1, 10, 20, 30, tzinfo=timezone.utc), "2020-01-01T10:20:30Z"),
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],
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)
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def test_jsonable_encoder__datetime_to_text(obj, expected):
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assert expected == jsonable_encoder.encode(obj)
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def test_jsonable_encoder__non_serializable_to_text__class():
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class SomeClass:
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a = 1
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b = 42.0
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data = SomeClass()
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assert "SomeClass object at 0x" in jsonable_encoder.encode(data)
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def test_jsonable_encoder__non_serializable_to_text__lock():
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data = Lock()
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assert jsonable_encoder.encode(data).startswith(
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"<unlocked _thread.lock object at 0x"
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)
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def test_jsonable_encoder__non_serializable_lock_inside_dataclass__lock_converted_to_text():
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@dataclasses.dataclass
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class SomeClass:
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a: Any
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b: Any
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data = SomeClass(a=1, b=Lock())
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encoded = jsonable_encoder.encode(data)
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assert isinstance(encoded, dict)
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assert encoded["a"] == 1
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assert encoded["b"].startswith("<unlocked _thread.lock object at 0x")
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def test_jsonable_encoder__non_serializable_to_text__bytes():
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data = b"deadbeef"
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assert base64.b64encode(data).decode("utf-8") == jsonable_encoder.encode(data)
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def test_jsonable_encoder__uuid_and_decimal_remain_serializable():
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payload = {
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"id": uuid.UUID("12345678-1234-5678-1234-567812345678"),
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"score": decimal.Decimal("1.23"),
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}
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encoded = jsonable_encoder.encode(payload)
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assert encoded["id"] == "12345678-1234-5678-1234-567812345678"
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assert encoded["score"] == "1.23"
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def test_pydantic_utilities__import_does_not_emit_v1_py314_warning():
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pytest.importorskip("pydantic")
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with warnings.catch_warnings(record=True) as caught:
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warnings.simplefilter("always")
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importlib.reload(pydantic_utilities)
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assert not any(
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"Core Pydantic V1 functionality isn't compatible with Python 3.14 or greater."
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in str(w.message)
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for w in caught
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)
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