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chore(deps): update dependency mlflow to v3.17.0 - autoclosed - #37
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This PR contains the following updates:
3.15.1→3.17.0Warning
Some dependencies could not be looked up. Check the Dependency Dashboard for more information.
Release Notes
mlflow/mlflow (mlflow)
v3.17.0Compare Source
MLflow 3.17.0 includes several major features and improvements.
Major New Features
Database upgrade: SQL-backed servers require a coordinated schema upgrade with all writers stopped and a restorable backup, even when daily rollups remain disabled. Run
mlflow db upgrade <database-url>before restarting all replicas on the new MLflow version. Mixed-version rolling upgrades are not supported. Follow the database upgrade instructions.Other Assorted Features & Improvements:
base_urlfor direct TypeSafe judges (#26445, @B-Step62)typesafe_api_basefor TypeSafe Gateway endpoints (#26442, @B-Step62)name IN (...)filters for evaluation-dataset search (#26374, @HumairAK)@mlflow/typesafetracing integration for TypeSafe AI (#26342, @B-Step62)TraceImageto custom trace views (#26297, @chris-chieu)setup.sh(#26341, @B-Step62)uc_model_serviceUC model-version dependency support (#26140, @TomeHirata)DatabricksUCModelServiceresource type (#26137, @TomeHirata)order_byinsearch_prompts()across the client, fluent, and GenAI APIs (#25967, @avanish-garg)AmazonBedrockProvider(#25863, @rhamzatov)createPresignedUploadUrlendpoint (#24765, @henishborad)mlflow.restore_experiment()andmlflow.restore_run()to the fluent API (#25852, @avanish-garg)charts: Expose Helm liveness/readiness/startup probes as configuration variables (#25560, @creater29)MLFLOW_ENABLE_AI_GATEWAY(#25236, @DaoDaoNoCode)@mlflow.traceandmlflow.start_span(#25548, @Rohitkanithi)Bug fixes:
EvaluationDatasethashing for list-valued targets and predictions (#26433, @LE0-Lin)versionfilters rewriting quoted values (#26423, @Amazinghorseli)responsekey fortool_call_responseparts in GenAI semconv export (#26360, @Zhuoxi2000)MLFLOW_ALLOW_PICKLE_DESERIALIZATIONguard tomlflow.paddleflavor (#26428, @aaronteo-db)copy.deepcopyandpickleon Span, LazySpan, and Trace (#26307, @Rohitkanithi)tool_call_idinGeminiAdapter(#26253, @codechrl)execute_toolandinvoke_agentspans (#26394, @chrikrah)finish_reasontool_callsfor Anthropic and Gemini tool calls (#26390, @r14dd)#hash route (#26378, @aaronteo-db)_strip_markdown_code_blocksfor single-line and glued closing code fences (#26332, @lets-order-some-fries)server_namefilters for MCP access endpoints (#26327, @Amazinghorseli)invoke_model_with_response_streamchunks and GPT-6redactedContentreasoning (#26346, @kimnamu)@latestalias not resolving to the highest model version (#26291, @CTWalk)MlflowStorage.set_trial_state_valuesWAITING trial transitions (#25945, @CoralGarden52)tool_choicein Gemini and Vertex AI gateway requests (#26300, @Vaishnavi220506)MLFLOW_S3_IGNORE_TLSin multipart artifact download (#26004, @Anurag-M1)load_textandload_dictartifacts as UTF-8 (#26265, @ppcvote)_mergewithAnyTypeorder-independent (#26260, @JoeyTan21)llama_indextraces during deferred streaming (#26293, @B-Step62)ERRORstatus when the stream raises mid-iteration (#26305, @iamhuman-cheolheelee)dbextra (#26271, @abligail)dbextra for SQLAlchemy 2.1 compatibility (#26239, @kriscon-db)like,ilikeandininsearch_logged_modelsfilters (#26249, @SajalDevX)trace.textsearch missing non-ASCII span content (#26130, @pablo-legeren)GeminiAdapter(#26001, @rhamzatov)--trace-idsentries inmlflow traces delete(#26204, @breken-ai)search_logged_modelspages (#26057, @lazarevtill)functionCallparts inGeminiAdapter(#26109, @r14dd)--order-byentries inmlflow traces search(#26192, @breken-ai)SearchUtils(#26180, @B-Step62)calculate_trace_filter_correlationbinds integer experiment IDs (#26179, @B-Step62)mistralandgroqautologging (#26177, @B-Step62)search_logged_models(#25983, @lazarevtill)trace_idproperty and fix__repr__onTrace(#26007, @Rohitkanithi)@scorerfunctions whose signature contains parentheses (#26172, @anishmehta24)record_exceptionis given a string (#26171, @anishmehta24)ndcg_at_kdocument ID collisions (#26041, @kadyrbekovhamit-cyber)CreateModelVersionsources against declared resources (#26037, @joshuawong-db)navigator.onLineis false (#25961, @nrhys2005)responsesmodel mode in the catalog sync (#26095, @TomeHirata)dataclasssignatures (#26071, @HaokaiDing)server-inforequest instead of hanging the UI (#26027, @nrhys2005)send_stream_request(#26036, @rhamzatov)DefaultAzureCredential(#26031, @joshuawong-db)mlflow.types.responses(#26033, @joshuawong-db)SqlAlchemyStore(#25802, @2sumtech)trace_idsto the authorized experiment onissues/invokeandgenai/evaluate/invoke(#25873, @tanghaoji)eval_results_table(#25799, @Pdevadiga45)default_artifact_root(#25700, @KR-Ravindra)run.modelVersionsGraphQL field by registered-model permission (GHSA-f253-vggg-rwh8) (#25905, @tanghaoji)/jobs/searchto the caller under basic-auth (GHSA-9pch-m9gq-c25q) (#25899, @tanghaoji)CreateGatewaySecreton the workspace create grant in basic-auth (#25895, @tanghaoji)runId/modelIdaliases in basic-auth (GHSA-442c-p479-46xg) (#25892, @tanghaoji)_bulk_upsertinset_logged_model_tagsfor SQLite, PostgreSQL, and MySQL (#25862, @rautaditya2606)_create_model_version(#25870, @tanghaoji)mlflow-artifactsscheme error (GHSA-c8c4-r4p8-p4m4) (#25874, @tanghaoji)thoughtSignatureplacement in AI Gateway adapter (#25865, @aytero)mlflow.crewai.autologspans (GHSA-j7qq-vr8c-xvw3) (#25845, @tanghaoji)/endpoints/openapibase URL (#25834, @rhamzatov)pt2archives whenMLFLOW_ALLOW_PICKLE_DESERIALIZATIONis disabled (#25849, @tanghaoji)vertex_anthropic_betasto controlanthropic-betaforwarding for Claude on Vertex AI (#25835, @rhamzatov)issues/invoke(GHSA-2m86-c5q7-rxgr) (#25848, @tanghaoji)VertexAIProviderpassthrough and proxy routes to its Claude/MaaS delegates (#25833, @rhamzatov)api_baseto prevent SSRF (GHSA-h7x2-h6g9-p789) (#25761, @tanghaoji)_hard_delete_runmemory with bulk deletes (#25773, @dyld-w)databricks://<profile>(#25823, @B-Step62)CODEX_HOMEwhen locating Codex transcripts (#25822, @B-Step62)ScorerVersionexperiment ID type after REST hydration (#25768, @CoralGarden52)create_experiment(#25604, @adamgurary)top_ptotopPin the Bedrock Titan and AI21 completions adapters (#25795, @Yash-Chindam)strands.autologcrash on foreign OpenTelemetry spans (#25807, @Hasnaathussain)mlflow serverwhenMLFLOW_FLASK_SERVER_SECRET_KEYis unset forbasic-auth(#25754, @tanghaoji)remove_on_error(#25626, @NestDream)scorer/invokeand bind traces to the caller's experiment (GHSA-6c27-cp6h-c66m) (#25721, @kriscon-db)mlflow-skinny/mlflow-tracingbuild instead of shipping an empty wheel (#25713, @siddharthgaur1)evaluatelist input normalization for NumPy targets (#25623, @CoralGarden52)max_attemptsinFallbackConfig.from_proto(#25532, @VenishPaneliya)env_managervalues when building a model container (#25514, @alekseevpavel04)ModelVersion.to_protodroppingdeployment_job_state(#25635, @2sumtech)adapter_classso judges work (#25556, @Yash-Chindam)rest_utils.http_request(#25561, @TimMsnBlueforte)ValueErrorwhen detaching a span (#22945, @SahilKumar75)anyio4.15.0 which breaks server/health(#25559, @joshuawong-db)register_prompt(#24778, @adamgurary)Documentation updates:
mlflow/assistant/skillsto latest upstream (#26455, @B-Step62)register_promptreturn type documentation (#25650, @copilot-swe-agent)Small bug fixes and documentation updates:
#26464, #26458, @tanghaoji; #26457, #26456, #26419, #26404, #26403, #26401, #26398, #26391, #26389, #26386, #26385, #26384, #26383, #26382, #26381, #26380, #26379, #26372, #26371, #26357, #26354, #26353, #26350, #26349, #26347, #26345, #26343, #26344, #26330, #26329, #26326, #26325, #26324, #26323, #26322, #26318, #26304, #26299, #26296, #26295, #26294, #26286, #26285, #26281, #26280, #26264, #26255, #26196, #26195, #26183, #26169, #26167, #26168, #26155, #26139, #26145, #26135, #26132, #26118, #26113, #26112, #26110, #26107, #26106, #26098, #26094, #26065, #26044, #26038, #26035, #26030, #26028, #26023, #26020, #26018, #26014, #26013, #26010, #25998, #25996, #25995, #25981, #25968, #25947, #25943, #25939, #25932, #25930, #25910, #25907, #25904, #25902, #25901, #25900, #25896, #25893, #25894, #25876, #25875, #25871, #25866, #25864, #25850, #25846, #25836, #25828, #25819, #25815, #25816, #25814, #25813, #25812, #25811, #25810, #25809, #25804, #25801, #25787, #25786, #25782, #25770, #25765, #25763, #25759, #25758, #25757, #25753, #25752, #25738, #25737, #25731, #25729, #25726, #25724, #25725, #25723, #25705, #25691, #25689, #25688, #25678, #25677, #25674, #25673, #25671, #25669, #25668, #25667, #25661, #25658, #25657, #25656, #25655, #25654, #25652, #25651, #25645, #25642, #25633, #25631, #25628, #25625, #25624, #25620, #25622, #25621, #25619, #25617, #25616, #25614, #25611, #25605, #25603, #25602, #25596, #25594, #25595, #25591, #25592, #25590, #25567, @copilot-swe-agent; #26427, #26424, #26242, #26181, #25952, #25719, #25803, @B-Step62; #26429, @aaronteo-db; [#26292](https://redir
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