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* fix(guardrails): preserve Bedrock Converse redactions and honor tool-only scans * Preserve main's per-block streaming fixes and regression coverage * fix(bedrock): apply Converse guardrail rewrites texts-first and keep main's write-backs Map tool results onto their text and json parts only, accept a structured row the flat texts already reproduce, let a flat-text mask win over a structured leaf, ignore texts that do not line up with the request when structured rows come back, keep tool call arguments out of the rows under skip_tool_message_in_guardrail and send no tool definitions to tool-only guardrails * fix(bedrock): accept blank content on tool-call-only Converse turns A vendor that returns "" or [] where an assistant row carried only tool calls no longer fails the request closed. Also type the leaf lookup without Any and restore the original layout of the existing unit tests. * fix(bedrock): scan additionalModelRequestFields in Converse guardrail rows and split the handler Guardrails that read structured_messages instead of texts (Akto, Prompt Security, CrowdStrike AIDR and others) stopped seeing strings in additionalModelRequestFields, which Bedrock can forward into the model prompt. Those strings now go to the guardrail as one user row placed before the conversation, and a row-only edit to them is written back. The Converse to OpenAI row conversion moves to litellm/llms/bedrock/chat/converse_to_openai.py and the returned-row diffing to structured_edits.py, so the handler keeps only the glue. Rows record the Converse path of every text part, scope flags travel as one value, and path lookups return a value instead of raising. Unit tests use a real CustomGuardrail subclass instead of mocks, and the integration vendor modes get descriptive names. * fix(bedrock): keep new Converse helpers inside the type discipline rules * test(bedrock): pin Converse row edits that change shape, role or placement * fix(bedrock): type the Converse body once so its edits keep their reference * fix(bedrock): list request-field texts where their Converse row sits * fix(bedrock): send a reshaped Converse tool result as one text block A vendor that compresses or summarises a tool result, such as Headroom collapsing a JSON list into a table string, returned a 500 because the row could not be split back into the original text and JSON parts. The tool result now carries the vendor's string as one text block where its parts were, keeping images and documents in place. It still fails closed when the flat texts masked that tool result or the row changed its tool call id. * fix(bedrock): apply guardrail tool edits on Converse and keep compression guardrails off it A guardrail that masks a Converse tool description or schema now has that mask written into toolConfig, a tool it removes is dropped, and a tool it adds, renames or reorders is refused before Bedrock. Headroom, Compresr and TypeSafe get only the flat texts on Converse again, as on main, because the pass-through route has no loop to answer their retrieve tool * test(bedrock): refuse a guardrail that changes a Converse tool's kind * fix(bedrock): keep partial-row and row-rebuilding guardrails on flat Converse texts OpenAI moderation, the LLM judge, CrowdStrike AIDR, Prompt Security, PANW Prisma AIRS and HiddenLayer scan only part of the rows or rebuild their returned texts from them, so on Converse they get the flat texts only, as on main. When a vendor returns changed rows, its texts are applied only if they keep the flat layout and change only rows the vendor also changed, so row-shaped texts of the same length no longer overwrite unrelated Converse fields. * test(bedrock): pin how flat texts sit next to rewritten Converse rows * fix(bedrock): keep the Bedrock guardrail on flat Converse texts With experimental_use_latest_role_message_only, the Bedrock guardrail places its mask by counting text parts per row, and Converse rows do not line up with the flat texts, so the mask could land in tool call arguments. Give it the flat texts only, as on main. * fix(bedrock): keep Akto on flat Converse texts Akto maps its masked payload back onto the flat texts by value, and a Converse row joins or serialises tool call arguments and JSON tool results, so a masked card there could not be placed and the request was blocked. Give Akto the flat texts only, as on main, where the mask is applied. * fix(bedrock): list request-field texts last again, as on main Flat texts listed additionalModelRequestFields strings right after the system prompt, so flat-text guardrails got a different order than on main. Akto's live verdict on a benign request depends on that order and started blocking it. Rows already keep their own order and texts that do not follow rows are dropped, so the flat texts go back to main's order. * fix(bedrock): list request-field texts next to their row for row readers Row readers that rebuild texts from rows could swap a masked request field with a masked user turn when the field strings came last. Row readers now get those strings right after the system prompt, where their row sits. Flat-text guardrails keep the end-of-list order. * fix(bedrock): list nested request-field texts in their row's order for row readers Row readers that rebuild texts from rows could write a masked request field onto a sibling key when the field held nested objects, because the texts walked the fields depth first and the row breadth first. Row readers now get those strings in the row's own order. * fix(bedrock): walk request fields breadth first instead of resolving each path Resolving every request-field string by its path revalidated the parent object per string, so a wide additionalModelRequestFields took seconds. The string walk now goes breadth first for row readers, the same order the row lists them, in one pass. A unit test pins that texts and rows map the same way when the vendor masks them differently. * fix(bedrock): fail closed when a vendor's rows drop a mask its texts carry When a vendor returns changed rows whose texts do not line up with them, the rows win. A text the vendor masked on a field its rows left untouched (a tool call argument, say) then reached Bedrock unmasked. Refuse that rewrite instead, unless the edited body holds the changed text elsewhere, as texts rebuilt from the rows do. * fix(bedrock): read same-length texts by position when rows drop a mask Matching a dropped text against any string of the edited body let a row mask on another field with the same token cancel it, so the raw tool call argument still went out. Texts of the length that was sent are now checked position by position, and only texts of another length, which cannot be placed, are matched by value. * test(bedrock): count each rebuilt text against the rows' edits * fix(bedrock): keep PromptGuard on flat texts and refuse texts that cannot be placed PromptGuard rebuilds its returned texts from the user rows, and a vendor that does so while masking only row content let a card in a tool call argument reach Bedrock, which main masked. PromptGuard now gets the flat texts as on main, and a reply whose rows changed next to texts of another length fails closed, since what those texts mask cannot be checked. * test(bedrock): let the structured checks decide the unsafe tool call and missing row cases The replies in these tests carried texts that no longer matched the sent texts, so the new refusal for texts that cannot be placed answered first and the tool call and row count checks went unexercised. * fix(bedrock): send request field strings to row readers after the conversation, where main puts them Row readers got the additionalModelRequestFields row before the conversation. Singulr judges only the latest user message, so an injection in a request field that main blocked reached Bedrock. The row and its texts now come last, as main sends those strings in texts * test(bedrock): pin nested request field order for flat readers and the texts view Both request field tests now use nested fields whose depth-first and breadth-first orders differ, so a flat reader getting the row order or a texts view written in main's order fails * refactor(bedrock): ask each guardrail whether Converse should hand it rows Converse picked the guardrails that get only the flat texts from a list of provider names. CustomGuardrail now has supports_structured_messages, True by default, and the ten classes on that list override it to return False, so the handler asks the guardrail instead of the list. Every guardrail class gets the same answer as before * fix(bedrock): keep Singulr on flat Converse texts as on main Singulr wraps each flat text as a user message and its backend judges only the latest user message, so on main a Converse tool result was the turn it judged. Handed rows, the tool result arrives with role tool and the latest user row is the original question, so an injection in a tool result reached Bedrock. Singulr now returns False from supports_structured_messages * fix(bedrock): keep Qualifire on flat Converse texts as on main Qualifire builds its evaluation input from the last user row only when that row's content is a string, so Converse rows (content-block lists) gave an evaluation_id policy an empty input. Opt it out of structured messages so it gets main's flat texts again. * fix(bedrock): keep Conduct on flat Converse texts as on main The conduct-litellm-guard plugin scans only user rows, so with Converse rows a system prompt, assistant text or tool result left its scan. Opt it out of structured messages so it gets main's flat texts again, all sent as user turns. * fix(bedrock): refuse tool removals that leave a toolConfig Bedrock rejects A guardrail that removed every tool, or the tool toolChoice names, produced an empty tools list or a dangling toolChoice that Bedrock answers with an opaque ValidationException. Refuse those rewrites before Bedrock, like other tool changes this route cannot carry. * fix(bedrock): list request-field strings in main's order for every guardrail The request-field row walked additionalModelRequestFields breadth first, and guardrails that get rows had their texts follow that order. With two or more strings the last text changed, so Ovalix, which blocks only when the last text is flagged, rewrote an injection main blocked. The row now walks the fields in the order main lists them in the texts, and the texts use main's order for every guardrail. * test(bedrock): pin a container's own request-field strings before its nested ones * test(bedrock): pin tool_policy and MCP end-user filtering on Converse tools * fix(bedrock): rebuild Converse tools the guardrail changed and drop blanked text like chat A guardrail that adds, renames, reorders or retypes a tool now gets its list sent to Bedrock, converted the way chat completions converts tools, with cache points kept behind their tool. When every tool is removed, toolConfig is dropped and earlier tool calls and results become text, as chat does. Text blocks a guardrail blanks are dropped, and a turn left empty fails closed. The body copies used to place edits are JSON copies, so deeply nested tool JSON no longer hits the recursion limit. * test(bedrock): keep the client tool schema on Converse masks and refuse deep JSON text drops cleanly * fix(guardrails): keep Airia on flat texts for Bedrock Converse so its redactions still apply * fix(guardrails): a pipeline step whose rewrite the endpoint cannot apply follows on_fail on_error: allow sent the original request on when the endpoint refused a guardrail rewrite it could not apply, so a Converse request the guardrail masked reached Bedrock raw. The refusal now counts as a fail on every endpoint. * fix(guardrails): a pipeline step blocks when its rewrite cannot be applied, whatever on_fail and on_error say A rewrite the endpoint cannot apply is neither a content verdict nor a technical error, so on_fail next or allow and on_error allow must not send the original request on * test(bedrock): trim the Converse guardrail tests Drops the chaos and per-vendor integration cells and the duplicate unit cases, and leaves the existing handler tests as they are on main * fix(bedrock): put Converse request-field strings in the latest user message for row readers A guardrail that judges only the latest user message, like Noma v2, read the additionalModelRequestFields row placed after the conversation, so a request with extended thinking or anthropic_beta sent the user's card to Bedrock and let an injection through. Those strings now follow the latest user message's text in its row, and get a user row of their own only when no user message has text. * fix(bedrock): create toolConfig when a guardrail adds the first Converse tool A guardrail that returned a tool for a Converse request with no toolConfig got a 500, since the tool write-back only rebuilt an existing list. It now creates toolConfig, as chat completions does. Guardrails that get only flat texts have their returned tools ignored, as on main. * test(guardrails): check Converse flat-text opt-outs without patching apply_guardrail Each built-in opt-out is checked through its own supports_structured_messages(), the handler's flat path through an injected scripted guardrail, and Headroom through the real class, which would call its unreachable service if it got rows * fix(guardrails): keep Converse tool matching and write-back linear in request width Matching each returned tool rescanned the whole tool list, and every write-back step revalidated the list or object it passed through, so a request with thousands of tools or request fields held the event loop for seconds. Returned tools are now looked up by name in one index, and path steps read the child directly. * fix(guardrails): let later Converse guardrails scan guardContent text When a guardrail removes every tool on a Converse request that carries guardrailConfig, tool results are rewritten as guardContent blocks. The flat text extractor read only top-level text, so a later masker in the same request never saw them and a card in a tool result reached Bedrock unmasked. Chat completions and /v1/messages keep tool results visible to later guardrails after the tools are removed. The extractor now reads guardContent text the same way the structured rows already do, so flat-text guardrails also scan guardContent text a caller sends. * fix(guardrails): keep caller guardContent out of Converse flat texts and send tool history as plain text Flat-text guardrails read only top-level text blocks again, as on main. A guardContent block after the caller's text no longer becomes the last text, so guardrails that judge the last text (HiddenLayer, Qualifire) check what the caller wrote When a guardrail removes every tool, earlier tool calls and results are now written as plain text blocks instead of guardContent. Later guardrails still scan and mask them, and Bedrock's own guardrail keeps checking every message, since a single guardContent block makes it skip all plain text * fix(guardrails): split a newline-joined Converse message back into its parts A vendor that returns a multi-part message as one newline-joined string now has its masks written back to each part, guardContent included, when no part sent already holds a newline. * fix(bedrock): keep Converse tool history as tool messages until send and match chat on emptied turns When a guardrail removes every tool, the tool calls and results stay tool messages for the guardrails after it, so a scan_only_tool_results guardrail still masks them. The toolConfig with no tool is dropped and the history turned into text only when the request is signed, as chat completions does at request build. A caller's toolConfig with no tool gets the same treatment, where Bedrock returned 400 Request-field strings join the latest user message that has text when a tool-result-only turn follows it, so a guardrail judging only that message reads the caller's text with them A turn the vendor empties entirely is sent as written, as on main and chat completions, instead of a 500 Messages go to the guardrail through a JSON round trip instead of a deep copy, and a reply that changes nothing returns early, so a long Converse conversation guards about as fast as on /v1/messages --------- Co-authored-by: moyai-devin-berriai[bot] <336287033+moyai-devin-berriai[bot]@users.noreply.github.com> Co-authored-by: yucheng-berri <293926326+yucheng-berri@users.noreply.github.com> |
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| .. | ||
| a2a_protocol | ||
| anthropic_interface | ||
| batch_completion | ||
| batches | ||
| caching | ||
| completion_extras | ||
| compression | ||
| containers | ||
| db_scripts | ||
| decisions | ||
| endpoints | ||
| enterprise | ||
| expected_fine_tuning_api | ||
| expected_responses_api_request | ||
| experimental_mcp_client | ||
| files | ||
| fixtures | ||
| gateway | ||
| google_genai | ||
| harness | ||
| images | ||
| integration_support | ||
| integrations | ||
| interactions | ||
| litellm_core_utils | ||
| litellm_proxy_extras | ||
| llms | ||
| models | ||
| ocr | ||
| passthrough | ||
| proxy | ||
| rag | ||
| realtime_api | ||
| repositories | ||
| rerank_api | ||
| responses | ||
| router_strategy | ||
| router_utils | ||
| rust_bridge | ||
| sandbox | ||
| search | ||
| secret_managers | ||
| skills | ||
| systemone | ||
| telemetry | ||
| test_router | ||
| tracing | ||
| types | ||
| vector_stores | ||
| videos | ||
| __init__.py | ||
| AGENTS.md | ||
| conftest.py | ||
| create_mock_standard_logging_payload.py | ||
| test_a2a_registry_lookup.py | ||
| test_acompletion_session_reuse_e2e.py | ||
| test_add_deployment_no_master_key.py | ||
| test_aembedding_session_reuse_e2e.py | ||
| test_anthropic_beta_headers_filtering.py | ||
| test_anthropic_skills_transformation.py | ||
| test_assert_ci_coverage.py | ||
| test_assert_workflow_dir_hygiene.py | ||
| test_audio_transcription_rust_bridge.py | ||
| test_auto_update_price_and_context_window_file.py | ||
| test_azure_ad_token_credential_resolution.py | ||
| test_azure_ai_grok_4_3_model_metadata.py | ||
| test_azure_ai_grok_4_6_model_metadata.py | ||
| test_baseten_glm_5_3_model_metadata.py | ||
| test_batch_completion_models_all_responses.py | ||
| test_bedrock_marengo_embed_3_model_metadata.py | ||
| test_build_core_distribution.py | ||
| test_chat_ui_responses_session.py | ||
| test_check_licenses.py | ||
| test_check_mcp_operation_boundary.py | ||
| test_check_migrations_lock_timeout.py | ||
| test_check_migrations_no_data_rewrites.py | ||
| test_check_openapi_docs.py | ||
| test_check_py310_typing_imports.py | ||
| test_check_test_quality.py | ||
| test_check_type_discipline.py | ||
| test_check_unbounded_in_lists.py | ||
| test_check_windows_wheel_install.py | ||
| test_circleci_path_filter.py | ||
| test_circleci_run_migration_tests.py | ||
| test_circleci_rust_toolchain.py | ||
| test_claude_fable_5_config.py | ||
| test_claude_haiku_5_5_config.py | ||
| test_claude_opus_4_6_config.py | ||
| test_claude_opus_4_8_config.py | ||
| test_claude_opus_5_config.py | ||
| test_claude_sonnet_5_config.py | ||
| test_cloudflare_workers_ai_model_metadata.py | ||
| test_completion_timeout_resolution.py | ||
| test_component_entrypoint.py | ||
| test_compression.py | ||
| test_conftest_isolation.py | ||
| test_constants.py | ||
| test_container_router.py | ||
| test_cost_calculation_log_level.py | ||
| test_cost_calculator.py | ||
| test_cost_map_guard.py | ||
| test_count_tokens_public_api.py | ||
| test_dashscope_image_generation.py | ||
| test_daybreak_model_metadata.py | ||
| test_deepseek_model_metadata.py | ||
| test_default_branch.py | ||
| test_detect_changes.py | ||
| test_docker_no_network_on_deploy.py | ||
| test_dockerfile_apk_repository.py | ||
| test_dockerfile_bedrock_realtime_extra.py | ||
| test_dockerfile_non_root.py | ||
| test_drop_params_env_var.py | ||
| test_e2e_egress_sentinel.py | ||
| test_eager_tiktoken_load.py | ||
| test_env_key_doc_gate.py | ||
| test_exception_exports.py | ||
| test_exception_header_preservation.py | ||
| test_exception_mapping_request_attribute.py | ||
| test_fake_openai_endpoint.py | ||
| test_filter_out_litellm_params.py | ||
| test_fireworks_serverless_model_costs.py | ||
| test_gate_slot_lock.py | ||
| test_gemini_3_1_flash_lite_image_pricing.py | ||
| test_gemini_4_argon_model_metadata.py | ||
| test_gemini_tts_native_audio_pricing.py | ||
| test_get_blog_posts.py | ||
| test_git_hooks.py | ||
| test_gpt_5_4_model_metadata.py | ||
| test_gpt_5_5_model_metadata.py | ||
| test_gpt_image_cost_calculator.py | ||
| test_gpt_realtime_mode.py | ||
| test_groq_streaming_encoding.py | ||
| test_guardrail_exception_status_codes.py | ||
| test_integration_run.py | ||
| test_internal_context.py | ||
| test_lazy_imports.py | ||
| test_lint_base_counts.py | ||
| test_lint_workflow_diff_gates.py | ||
| test_litellm_cli.py | ||
| test_litellm_overhead.py | ||
| test_litellm_params_reserved_keys.py | ||
| test_logging.py | ||
| test_lowest_latency_zero_tokens.py | ||
| test_main.py | ||
| test_main_module_header.py | ||
| test_mistral_large_4_model_metadata.py | ||
| test_mistral_medium_3_5_model_metadata.py | ||
| test_mistral_small_4_0_model_metadata.py | ||
| test_mistral_zai_glm_5_2_model_metadata.py | ||
| test_model_block_unblock.py | ||
| test_model_cost_aliases.py | ||
| test_model_param_helper.py | ||
| test_model_prices_and_context_window.py | ||
| test_model_response_normalization.py | ||
| test_muse_spark_1_1_model_metadata.py | ||
| test_muse_spark_1_2_model_metadata.py | ||
| test_muse_spark_1_3_model_metadata.py | ||
| test_mutation_report.py | ||
| test_nested_drop_params.py | ||
| test_no_top_level_test_invocations.py | ||
| test_non_chat_routes_open_llm_spans.py | ||
| test_openai_embedding_encoding_format_default.py | ||
| test_openai_record_replay_proxy.py | ||
| test_openai_service_tier_long_context_pricing.py | ||
| test_openapi_docs_gate.py | ||
| test_package_layout.py | ||
| test_package_metadata.py | ||
| test_pre_commit_lint.py | ||
| test_prisma_generate_if_needed.py | ||
| test_private_usage_aliases.py | ||
| test_process_helpers.py | ||
| test_project_alias_tracking.py | ||
| test_project_tags_pydantic.py | ||
| test_proxy_auth.py | ||
| test_pydantic_namespaces.py | ||
| test_rag_openai_ingestion.py | ||
| test_rate_limit_error_unification.py | ||
| test_read_rc_version.py | ||
| test_redact_string_in_error_paths.py | ||
| test_redis.py | ||
| test_redis_credential_provider.py | ||
| test_register_model_custom_pricing.py | ||
| test_register_model_zero_cost_persistence.py | ||
| test_replicate_model_key_format.py | ||
| test_responses_api_bridge_non_stream.py | ||
| test_responses_id_security.py | ||
| test_responses_streaming_container_ownership.py | ||
| test_retrieve_batch_bedrock_dispatch.py | ||
| test_router_block_helpers.py | ||
| test_router_exception_redaction.py | ||
| test_router_get_settings.py | ||
| test_router_google_genai.py | ||
| test_router_model_cost_isolation.py | ||
| test_router_order_fallback.py | ||
| test_router_per_deployment_num_retries.py | ||
| test_router_redis_init.py | ||
| test_router_retry_backoff_headers.py | ||
| test_router_retry_non_retryable_errors.py | ||
| test_router_retry_policy_update.py | ||
| test_router_silent_experiment.py | ||
| test_router_streaming_fallback_metadata.py | ||
| test_router_weighted_failover.py | ||
| test_ruff_strict_gate.py | ||
| test_sambanova_model_metadata.py | ||
| test_scaledown_model_prices.py | ||
| test_scheduler.py | ||
| test_secret_redaction.py | ||
| test_seed_tracing_fixtures.py | ||
| test_select_ui_test_scope.py | ||
| test_service_logger.py | ||
| test_setup_wizard.py | ||
| test_shared_session_integration.py | ||
| test_socket_policy.py | ||
| test_ssl_verify_unit.py | ||
| test_stream_chunk_builder_annotations.py | ||
| test_stream_chunk_builder_citations.py | ||
| test_stream_chunk_builder_images.py | ||
| test_streaming_connection_cleanup.py | ||
| test_sync_together_ai_models.py | ||
| test_system_message_format_bug.py | ||
| test_test_quality_gate.py | ||
| test_thinking_enabled.py | ||
| test_together_ai_model_metadata.py | ||
| test_tool_loop.py | ||
| test_type_check_gate.py | ||
| test_type_discipline_gate.py | ||
| test_typesafe_model_metadata.py | ||
| test_unit_shard_missing_paths.py | ||
| test_unit_shard_per_test_timeout.py | ||
| test_utils.py | ||
| test_utils_get_model_info.py | ||
| test_utils_get_optional_params.py | ||
| test_utils_module_docstring.py | ||
| test_uuid_helper.py | ||
| test_vcr_classification.py | ||
| test_vcr_conftest_common_banner.py | ||
| test_vcr_filters.py | ||
| test_vcr_leak_guard.py | ||
| test_vcr_redis_persister.py | ||
| test_vcr_safe_body_matcher.py | ||
| test_version.py | ||
| test_vertex_ai_xai_grok_prompt_caching_metadata.py | ||
| test_video_generation.py | ||
| test_with_dashboard_node.py | ||
| test_ws_vcr.py | ||
| test_xai_grok_4_3_model_metadata.py | ||
| test_xai_responses_auto_routing.py | ||