From ad93e5d8f43b6ba434da7e05e90a685c95af1b04 Mon Sep 17 00:00:00 2001
From: shrey kharbanda <shreshth@berri.ai>
Date: Thu, 24 Sep 2026 07:05:41 +0000
Subject: [PATCH] style(images): sort imports and register the depth-bounded
 json walk

---
 litellm/cost_calculator.py                      | 2 +-
 litellm/images/dimensions.py                    | 4 +++-
 tests/code_coverage_tests/recursive_detector.py | 1 +
 3 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/litellm/cost_calculator.py b/litellm/cost_calculator.py
index 96c789ca4c7..b9a0eef475b 100644
--- a/litellm/cost_calculator.py
+++ b/litellm/cost_calculator.py
@@ -26,9 +26,9 @@ from litellm.litellm_core_utils.llm_cost_calc.usage_object_transformation import
     TranscriptionUsageObjectTransformation,
 )
 from litellm.litellm_core_utils.llm_cost_calc.utils import (
+    _DEPLOYMENT_PRICING_KEYS,  # pyright: ignore[reportPrivateUsage]  # declared-pricing key set shared with sibling calculators
     BilledTokenRates,
     CostCalculatorUtils,
-    _DEPLOYMENT_PRICING_KEYS,  # pyright: ignore[reportPrivateUsage]  # declared-pricing key set shared with sibling calculators
     _generic_cost_per_character,
     _get_regional_uplift_multiplier,
     _get_service_tier_cost_key,
diff --git a/litellm/images/dimensions.py b/litellm/images/dimensions.py
index e96cefa79ab..21b07f24717 100644
--- a/litellm/images/dimensions.py
+++ b/litellm/images/dimensions.py
@@ -6,7 +6,9 @@ from dataclasses import dataclass
 from io import BytesIO
 from typing import IO, Final, cast
 
-from httpx._types import RequestFiles  # pyright: ignore[reportPrivateImportUsage]  # same source the base transform classes use
+from httpx._types import (
+    RequestFiles,  # pyright: ignore[reportPrivateImportUsage]  # same source the base transform classes use
+)
 
 from litellm._logging import verbose_logger
 from litellm.litellm_core_utils.token_counter import get_image_type
diff --git a/tests/code_coverage_tests/recursive_detector.py b/tests/code_coverage_tests/recursive_detector.py
index dc1f8592612..b32fe5902e1 100644
--- a/tests/code_coverage_tests/recursive_detector.py
+++ b/tests/code_coverage_tests/recursive_detector.py
@@ -68,6 +68,7 @@ IGNORE_FUNCTIONS = [
     "_restore_redacted_nested_value",  # max depth set (default 10), mirrors _redact_agent_params_tree on the write side.
     "_unqualified",  # bounded by the qualifier depth of a static TypedDict annotation (Annotated, Required/NotRequired, ReadOnly around one type, no cycles possible).
     "_render_json",  # bounded by the nesting depth of a pydantic-validated JsonValue from the operator's config (a finite JSON tree, no cycles possible).
+    "_embedded_image_values",  # max depth set (_EMBEDDED_IMAGE_MAX_DEPTH); image fields past the cap are not scanned.
     "completion_cost",  # max depth 1: recursion only fires for mixed-tier Responses WS logging objects, and each split part carries a single service_tier so _split_responses_ws_logging_object_by_service_tier returns None.
     "_string_leaves",  # bounded by the nesting depth of a safe_json_structure output (a finite JSON tree, no cycles possible).
     "_replace_string_leaves",  # bounded by the nesting depth of a safe_json_structure output (a finite JSON tree, no cycles possible).