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Merged
merged 11 commits into from
Sep 9, 2025
Merged

chore(llmobs): projects support for dne #14517

merged 11 commits into from
Sep 9, 2025

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gary-huang
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@gary-huang gary-huang commented Sep 6, 2025 •
edited
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adds support for projects

  1. if a project name is provided in pull_dataset or create_dataset* methods, the dataset will be searched for or created under the specified project
  2. otherwise, the default project is used, or the project name from the LLMObs.enable call or the env var is used

with this snippet

LLMObs.enable(api_key=os.getenv("DD_API_KEY"), app_key=os.getenv("DD_APPLICATION_KEY"),  project_name="Onboarding", ml_app="Onboarding-ML-App")

dataset_name = "weatheraus-2025090900011"
dataset = LLMObs.create_dataset_from_csv(csv_path="/Users/gary.huang/Downloads/weatherAUS.csv", dataset_name=dataset_name, project_name="big-data-gh" , input_data_columns=["Date", "input", "Evaporation", "Sunshine"], expected_output_columns=["RainTomorrow"])

print(dataset.as_dataframe())

print(dataset.url)

time.sleep(30)

try:
    pds = LLMObs.pull_dataset(dataset_name=dataset_name)
except Exception as e:
    print(e)

pds = LLMObs.pull_dataset(dataset_name=dataset_name, project_name="big-data-gh")
print(pds.as_dataframe())

print(pds.url)

we get the following output

python test-project.py
3.15.0.dev13+gcb1068a93
        input_data expected_output input_data                    
              Date    RainTomorrow   Sunshine Evaporation   input
0       2008-12-01              No         NA          NA  Albury
1       2008-12-02              No         NA          NA  Albury
2       2008-12-03              No         NA          NA  Albury
3       2008-12-04              No         NA          NA  Albury
4       2008-12-05              No         NA          NA  Albury
...            ...             ...        ...         ...     ...
145455  2017-06-21              No         NA          NA   Uluru
145456  2017-06-22              No         NA          NA   Uluru
145457  2017-06-23              No         NA          NA   Uluru
145458  2017-06-24              No         NA          NA   Uluru
145459  2017-06-25              NA         NA          NA   Uluru

[145460 rows x 5 columns]
https://app.datadoghq.com/llm/datasets/7f81325e-dce1-49c7-b6bf-c75947490891
Dataset 'weatheraus-202509090928' not found in project Onboarding
        input_data expected_output input_data                    
              Date    RainTomorrow   Sunshine Evaporation   input
0       2008-12-05              No         NA          NA  Albury
1       2008-12-08              No         NA          NA  Albury
2       2008-12-10              No         NA          NA  Albury
3       2008-12-09             Yes         NA          NA  Albury
4       2008-12-12             Yes         NA          NA  Albury
...            ...             ...        ...         ...     ...
145455  2016-08-25              No         NA          NA   Uluru
145456  2016-11-20              No         NA          NA   Uluru
145457  2016-12-26             Yes         NA          NA   Uluru
145458  2016-12-31              No         NA          NA   Uluru
145459  2017-04-29              No         NA          NA   Uluru

[145460 rows x 5 columns]
https://app.datadoghq.com/llm/datasets/7f81325e-dce1-49c7-b6bf-c75947490891

the first pull hits an exception because the dataset wasn't found in the default project from the enable call, and the 2nd pull succeeds, all as expected

an alternate approach would be to initialize default project in enable, but that messes with the tests everywhere that don't have cassettes

Checklist

  • PR author has checked that all the criteria below are met
  • The PR description includes an overview of the change
  • The PR description articulates the motivation for the change
  • The change includes tests OR the PR description describes a testing strategy
  • The PR description notes risks associated with the change, if any
  • Newly-added code is easy to change
  • The change follows the library release note guidelines
  • The change includes or references documentation updates if necessary
  • Backport labels are set (if applicable)

Reviewer Checklist

  • Reviewer has checked that all the criteria below are met
  • Title is accurate
  • All changes are related to the pull request's stated goal
  • Avoids breaking API changes
  • Testing strategy adequately addresses listed risks
  • Newly-added code is easy to change
  • Release note makes sense to a user of the library
  • If necessary, author has acknowledged and discussed the performance implications of this PR as reported in the benchmarks PR comment
  • Backport labels are set in a manner that is consistent with the release branch maintenance policy

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github-actions bot commented Sep 6, 2025 •
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CODEOWNERS have been resolved as:

tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_3a1a13ae-9bf7-4953-8f09-2e0235836d11_datasets_filter_name__test-dataset-857_get_836e2f17.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_3a1a13ae-9bf7-4953-8f09-2e0235836d11_datasets_post_bace8d78.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_156af154-e316-4fc2-8e93-5dabcfb14393_batch_update_post_51e96419.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_156af154-e316-4fc2-8e93-5dabcfb14393_records_get_ba29956a.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_1c68a354-be64-491c-9316-526697deff28_records_get_b22b6917.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_b6ad1338-d393-4c73-9870-a476beaa17d1_batch_update_post_cc967ab1.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_b6ad1338-d393-4c73-9870-a476beaa17d1_records_get_ce85a579.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_ca84bfdf-2350-40bc-a16d-8bddd3e27075_batch_update_post_cf95898e.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_d03155ea-cd68-4b58-9463-ca3aa41a0b68_records_get_bd27eacd.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_4e128f49.yaml  @DataDog/ml-observability
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tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-good-csv-1_get_c87de103.yaml  @DataDog/ml-observability
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tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_2da9b11f.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_6c22b1bd.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_83a72d30.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_projects_post_91cd2f6c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_projects_post_9dda34dc.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_projects_post_f5b13c3e.yaml  @DataDog/ml-observability
ddtrace/llmobs/_experiment.py                                           @DataDog/ml-observability
ddtrace/llmobs/_llmobs.py                                               @DataDog/ml-observability
ddtrace/llmobs/_writer.py                                               @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_projects_post_954d8c3a.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_projects_post_ddce0a64.yaml  @DataDog/ml-observability
tests/llmobs/test_experiments.py                                        @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_97aeb674-3464-45a7-a1eb-5ba857779c54_datasets_post_4540bbf4.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_a9b86d7b-c35b-465f-9b99-01cff012fe52_datasets_filter_name__test-dataset-non-existent_get_a00ef6e4.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_0969efc9-f104-45cc-b955-25b329e91293_batch_update_post_397b7178.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_0969efc9-f104-45cc-b955-25b329e91293_records_get_c5cb309d.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_0fe0c8dd-a7a8-40ab-9f2f-c5917c5739cf_records_get_3781ded5.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_0fe0c8dd-a7a8-40ab-9f2f-c5917c5739cf_records_upload_post_81ab9248.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_1c68a354-be64-491c-9316-526697deff28_batch_update_post_1643d0c3.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_1c68a354-be64-491c-9316-526697deff28_batch_update_post_196174f6.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_2de7d760-e683-4dfd-ae8f-16d107b92364_batch_update_post_1330285f.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_2de7d760-e683-4dfd-ae8f-16d107b92364_batch_update_post_4628786c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_2de7d760-e683-4dfd-ae8f-16d107b92364_records_get_e6cfa8a5.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_745739a2-7571-43d5-995e-18b1042d6177_batch_update_post_1f75f2e5.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_745739a2-7571-43d5-995e-18b1042d6177_batch_update_post_c0345701.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_745739a2-7571-43d5-995e-18b1042d6177_records_get_126605b2.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_847deb0c-39c5-4e15-89d6-a232092624b5_batch_update_post_82accdc6.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_847deb0c-39c5-4e15-89d6-a232092624b5_batch_update_post_de6b3ac1.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_847deb0c-39c5-4e15-89d6-a232092624b5_records_get_2e8f7310.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_899a64f9-f2f2-4266-bb45-2013555081e4_records_get_ed7e4ee2.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_899a64f9-f2f2-4266-bb45-2013555081e4_records_upload_post_a04823eb.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_8ec64356-ceb0-41db-95fb-b1229d4f64d4_records_get_72f54e9e.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_94de8893-283e-432e-8d28-6e4e44521e00_batch_update_post_387c26f2.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_94de8893-283e-432e-8d28-6e4e44521e00_batch_update_post_c066bc2b.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_94de8893-283e-432e-8d28-6e4e44521e00_records_get_426f518d.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_97a5a3d1-b7c9-4b4c-a6d6-bb9df2a5a109_records_upload_post_c4c6cb19.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_a8013231-8569-449e-8061-7264adba8f0d_batch_update_post_bbe5c51d.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_a8013231-8569-449e-8061-7264adba8f0d_batch_update_post_c6dffaf8.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_a8013231-8569-449e-8061-7264adba8f0d_records_get_654b36fb.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_c46fe7a4-f87f-4d52-a234-7abf856d467e_batch_update_post_8d2eb317.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_c46fe7a4-f87f-4d52-a234-7abf856d467e_batch_update_post_d250f606.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_c46fe7a4-f87f-4d52-a234-7abf856d467e_records_get_762f9956.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_c89692a3-b263-48eb-ab2f-eaff5b262d1f_batch_update_post_1e6ba2c9.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_ca84bfdf-2350-40bc-a16d-8bddd3e27075_batch_update_post_3976fd42.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_ca84bfdf-2350-40bc-a16d-8bddd3e27075_records_get_28335bfd.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_d03155ea-cd68-4b58-9463-ca3aa41a0b68_records_upload_post_fec0670c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_d2900581-71da-4dd5-9582-4f64839b3955_batch_update_post_7fa65423.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_d2900581-71da-4dd5-9582-4f64839b3955_batch_update_post_f44d6243.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_d2900581-71da-4dd5-9582-4f64839b3955_records_get_47d11cf0.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_dab0ce13-b1a7-4a3a-a2b8-10127dbb65e6_batch_update_post_655340f4.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_dab0ce13-b1a7-4a3a-a2b8-10127dbb65e6_batch_update_post_e091f743.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_dab0ce13-b1a7-4a3a-a2b8-10127dbb65e6_records_get_2f5abf4d.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_10ffe093.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_1bf8f8d7.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_2fd2b19f.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_547d4f04.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_5e235c92.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_5f1e602f.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_800a54db.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_8340bba9.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_8aa92c3c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_9112268f.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_97a391c4.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_991962a9.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_a94ea3d8.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_b03a8df3.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_bb1b97a3.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_d969557e.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_f5d0e9df.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_edec616f-2789-4d7d-bcf5-ce559976c003_batch_update_post_bf121f95.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_edec616f-2789-4d7d-bcf5-ce559976c003_records_get_61cdd579.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_experiments_9e046fc7-cf3f-4f01-b5ed-e5e7746fefa8_events_post_829a4a0b.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_experiments_post_43c14cd2.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_experiments_post_fa886797.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-123_get_748727ce.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-good-csv-without-expected-output_get_c66bd3fd.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-large-num-records_get_46d4ddc4.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-non-existent_get_45656d2c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_append_no_expected_output_test_dataset_records0__get_7b1d33eb.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_append_test_dataset_records0__get_fe69ba3c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_delete_after_update_test_dataset_records0__get_025c38b9.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_delete_no_expected_output_test_dataset_records0__get_31d17e43.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_delete_test_dataset_records0__get_c18f6f82.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_extend_test_dataset_records0__get_8e0bfa5a.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_modify_record_on_input_test_dataset_records0__get_988aa3f7.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_modify_single_record_test_dataset_records0__get_9993fc3a.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_filter_name__test-dataset-test_dataset_pull_exists_but_no_records_test_dataset_records0__get_ee2bac70.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_00a70718.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_03f66957.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_42b0345a.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_49ba1e80.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_4a6e3b5e.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_529393ab.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_5646e210.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_610b4b55.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_75e065d4.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_7a235f25.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_9e546e13.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_a2b5202d.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_a85f5827.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_b0f9f4d0.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_c8d586cc.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_cc65ef63.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_da5eed47.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_e26389cc.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_f0a6723e-a7e8-4efd-a94a-b892b7b6fbf9_datasets_post_e64b6201.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_intake_llm-obs_v2_eval-metric_post_1218a393.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_intake_llm-obs_v2_eval-metric_post_2d529580.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_intake_llm-obs_v2_eval-metric_post_3ef3a86e.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_intake_llm-obs_v2_eval-metric_post_42090a9a.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_intake_llm-obs_v2_eval-metric_post_9ef24d1e.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_intake_llm-obs_v2_eval-metric_post_ca2bfa88.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_64eb404a-91c6-4430-9b8b-d90493dcaa99_batch_update_post_7680a587.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_64eb404a-91c6-4430-9b8b-d90493dcaa99_records_get_2d4f20bf.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_7ebcf701-2bd3-42d4-9dbd-01bb1169e66f_batch_update_post_bfa4f24c.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_7ebcf701-2bd3-42d4-9dbd-01bb1169e66f_records_get_581a6d27.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_9f0e6306-3b43-40ef-9921-a808fc9a0aac_batch_update_post_c2568037.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_9f0e6306-3b43-40ef-9921-a808fc9a0aac_records_get_9c9e5b65.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_932f531d.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_97d1d0f2.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_b6b52930.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_delete_post_dfc39662.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_e03e6dcc-1a71-49ed-82b0-0042d0f7e117_batch_update_post_01324b62.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_e03e6dcc-1a71-49ed-82b0-0042d0f7e117_batch_update_post_751b3b67.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_ee7fe7e8-e947-4d0e-be54-be22314ca561_batch_update_post_e4dd0faa.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_f572bfe7-98d4-42c2-90d9-4c50e554d62b_batch_update_post_7692e614.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_f572bfe7-98d4-42c2-90d9-4c50e554d62b_records_get_e1932a78.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_fae1f44d-d399-4f08-b092-93c3f69407e6_batch_update_post_034e101b.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_filter_name__test-dataset-good-csv_get_989b2028.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_filter_name__test-dataset-test_dataset_modify_single_record_on_optional_field_test_dataset_records0__get_b68a5724.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_filter_name__test-dataset-test_dataset_modify_single_record_test_dataset_records0__get_17b5fbcc.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_post_bc8bd99f.yaml  @DataDog/ml-observability
tests/llmobs/llmobs_cassettes/datadog/datadog_api_unstable_llm-obs_v1_datasets_post_d59b5313.yaml  @DataDog/ml-observability

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github-actions bot commented Sep 6, 2025 •
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Bootstrap import analysis

Comparison of import times between this PR and base.

Summary

The average import time from this PR is: 273 ± 5 ms.

The average import time from base is: 275 ± 5 ms.

The import time difference between this PR and base is: -2.2 ± 0.2 ms.

Import time breakdown

The following import paths have grown:

ddtrace.auto 0.154 ms (0.06%)
ddtrace 0.154 ms (0.06%)
ddtrace._logger 0.154 ms (0.06%)
ddtrace.internal.telemetry 0.154 ms (0.06%)
ddtrace.settings._agent 0.154 ms (0.06%)
socket 0.085 ms (0.03%)
ddtrace.settings 0.069 ms (0.03%)
ddtrace.vendor.debtcollector 0.069 ms (0.03%)
ddtrace.vendor 0.069 ms (0.03%)
ddtrace.internal.module 0.069 ms (0.03%)
ddtrace.internal.wrapping.context 0.069 ms (0.03%)
ddtrace.internal.utils.inspection 0.069 ms (0.03%)

The following import paths have shrunk:

ddtrace.auto 2.148 ms (0.79%)
ddtrace.bootstrap.sitecustomize 1.327 ms (0.49%)
ddtrace.bootstrap.preload 1.327 ms (0.49%)
ddtrace.internal.remoteconfig.client 0.664 ms (0.24%)
ddtrace 0.822 ms (0.30%)
ddtrace._logger 0.144 ms (0.05%)
ddtrace.internal.telemetry 0.144 ms (0.05%)
ddtrace.settings._agent 0.144 ms (0.05%)
socket 0.075 ms (0.03%)
array 0.075 ms (0.03%)
ddtrace.settings 0.069 ms (0.03%)
ddtrace.vendor.debtcollector 0.069 ms (0.03%)
ddtrace.vendor 0.069 ms (0.03%)
ddtrace.internal.module 0.069 ms (0.03%)
ddtrace.internal.wrapping.context 0.069 ms (0.03%)
ddtrace.internal._unpatched 0.029 ms (0.01%)
json 0.029 ms (0.01%)
json.decoder 0.029 ms (0.01%)
re 0.029 ms (0.01%)
enum 0.029 ms (0.01%)
types 0.029 ms (0.01%)

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pr-commenter bot commented Sep 6, 2025 •
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Performance SLOs

Candidate: gary/mlob-3858 (a5cac1d)

🔵 No Baseline Data (22 suites)
🔵 coreapiscenario - 12/12 (2 unstable)

🔵 No baseline data available for this suite

⚠️ context_with_data_listeners

Time: ⚠️ 13.452µs (SLO: <20.000µs 📉 -32.7%)

Memory: ✅ 31.457MB (SLO: <33.500MB -6.1%)

✅ context_with_data_no_listeners

Time: ✅ 3.415µs (SLO: <10.000µs 📉 -65.9%)

Memory: ✅ 31.438MB (SLO: <33.500MB -6.2%)

⚠️ context_with_data_only_all_listeners

Time: ⚠️ 13.360µs (SLO: <20.000µs 📉 -33.2%)

Memory: ✅ 31.457MB (SLO: <33.500MB -6.1%)

✅ get_item_exists

Time: ✅ 0.579µs (SLO: <10.000µs 📉 -94.2%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ get_item_missing

Time: ✅ 0.636µs (SLO: <10.000µs 📉 -93.6%)

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%)

✅ set_item

Time: ✅ 24.530µs (SLO: <30.000µs 📉 -18.2%)

Memory: ✅ 31.379MB (SLO: <33.500MB -6.3%)

🔵 djangosimple - 26/26

🔵 No baseline data available for this suite

✅ appsec

Time: ✅ 20.719ms (SLO: <22.300ms -7.1%)

Memory: ✅ 64.487MB (SLO: <66.000MB -2.3%)

✅ exception-replay-enabled

Time: ✅ 1.360ms (SLO: <1.450ms -6.2%)

Memory: ✅ 63.451MB (SLO: <66.000MB -3.9%)

✅ iast

Time: ✅ 20.692ms (SLO: <22.250ms -7.0%)

Memory: ✅ 64.468MB (SLO: <66.000MB -2.3%)

✅ profiler

Time: ✅ 15.217ms (SLO: <16.550ms -8.1%)

Memory: ✅ 52.892MB (SLO: <53.500MB 🟡 -1.1%)

✅ span-code-origin

Time: ✅ 26.364ms (SLO: <28.200ms -6.5%)

Memory: ✅ 66.381MB (SLO: <68.500MB -3.1%)

✅ tracer

Time: ✅ 20.745ms (SLO: <21.750ms -4.6%)

Memory: ✅ 64.507MB (SLO: <66.000MB -2.3%)

✅ tracer-and-profiler

Time: ✅ 22.305ms (SLO: <23.500ms -5.1%)

Memory: ✅ 65.654MB (SLO: <67.000MB -2.0%)

✅ tracer-dont-create-db-spans

Time: ✅ 19.555ms (SLO: <21.500ms -9.0%)

Memory: ✅ 64.505MB (SLO: <66.000MB -2.3%)

✅ tracer-native

Time: ✅ 20.636ms (SLO: <21.750ms -5.1%)

Memory: ✅ 65.684MB (SLO: <66.000MB 🟡 -0.5%)

✅ tracer-no-caches

Time: ✅ 18.559ms (SLO: <19.650ms -5.6%)

Memory: ✅ 64.448MB (SLO: <66.000MB -2.4%)

✅ tracer-no-databases

Time: ✅ 18.902ms (SLO: <20.100ms -6.0%)

Memory: ✅ 64.094MB (SLO: <66.000MB -2.9%)

✅ tracer-no-middleware

Time: ✅ 20.385ms (SLO: <21.500ms -5.2%)

Memory: ✅ 64.487MB (SLO: <66.000MB -2.3%)

✅ tracer-no-templates

Time: ✅ 20.481ms (SLO: <22.000ms -6.9%)

Memory: ✅ 64.524MB (SLO: <66.000MB -2.2%)

🔵 errortrackingdjangosimple - 6/6

🔵 No baseline data available for this suite

✅ errortracking-enabled-all

Time: ✅ 18.160ms (SLO: <19.850ms -8.5%)

Memory: ✅ 64.466MB (SLO: <65.500MB 🟡 -1.6%)

✅ errortracking-enabled-user

Time: ✅ 18.267ms (SLO: <19.400ms -5.8%)

Memory: ✅ 64.399MB (SLO: <65.500MB 🟡 -1.7%)

✅ tracer-enabled

Time: ✅ 18.250ms (SLO: <19.450ms -6.2%)

Memory: ✅ 64.370MB (SLO: <65.500MB 🟡 -1.7%)

🔵 errortrackingflasksqli - 6/6

🔵 No baseline data available for this suite

✅ errortracking-enabled-all

Time: ✅ 2.134ms (SLO: <2.300ms -7.2%)

Memory: ✅ 51.291MB (SLO: <53.500MB -4.1%)

✅ errortracking-enabled-user

Time: ✅ 2.113ms (SLO: <2.250ms -6.1%)

Memory: ✅ 51.252MB (SLO: <53.500MB -4.2%)

✅ tracer-enabled

Time: ✅ 2.111ms (SLO: <2.300ms -8.2%)

Memory: ✅ 51.204MB (SLO: <53.500MB -4.3%)

🔵 flasksimple - 17/17

🔵 No baseline data available for this suite

✅ appsec-get

Time: ✅ 4.591ms (SLO: <4.750ms -3.3%)

Memory: ✅ 62.167MB (SLO: <64.500MB -3.6%)

✅ appsec-post

Time: ✅ 6.622ms (SLO: <6.750ms 🟡 -1.9%)

Memory: ✅ 62.384MB (SLO: <64.500MB -3.3%)

✅ appsec-telemetry

Time: ✅ 4.594ms (SLO: <4.750ms -3.3%)

Memory: ✅ 62.187MB (SLO: <64.500MB -3.6%)

✅ debugger

Time: ✅ 1.860ms (SLO: <2.000ms -7.0%)

Memory: ✅ 44.689MB (SLO: <45.000MB 🟡 -0.7%)

✅ iast-get

Time: ✅ 1.856ms (SLO: <2.000ms -7.2%)

Memory: ✅ 41.661MB (SLO: <49.000MB 📉 -15.0%)

✅ profiler

Time: ✅ 1.914ms (SLO: <2.100ms -8.8%)

Memory: ✅ 44.374MB (SLO: <46.500MB -4.6%)

✅ tracer

Time: ✅ 3.381ms (SLO: <3.650ms -7.4%)

Memory: ✅ 51.393MB (SLO: <53.500MB -3.9%)

✅ tracer-native

Time: ✅ 3.382ms (SLO: <3.650ms -7.3%)

Memory: ✅ 52.730MB (SLO: <53.500MB 🟡 -1.4%)

🔵 flasksqli - 6/6

🔵 No baseline data available for this suite

✅ appsec-enabled

Time: ✅ 3.974ms (SLO: <4.200ms -5.4%)

Memory: ✅ 62.619MB (SLO: <66.000MB -5.1%)

✅ iast-enabled

Time: ✅ 2.528ms (SLO: <2.800ms -9.7%)

Memory: ✅ 58.114MB (SLO: <59.000MB 🟡 -1.5%)

✅ tracer-enabled

Time: ✅ 2.096ms (SLO: <2.250ms -6.9%)

Memory: ✅ 51.213MB (SLO: <53.500MB -4.3%)

🔵 httppropagationextract - 60/60

🔵 No baseline data available for this suite

✅ all_styles_all_headers

Time: ✅ 83.499µs (SLO: <100.000µs 📉 -16.5%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ b3_headers

Time: ✅ 14.841µs (SLO: <20.000µs 📉 -25.8%)

Memory: ✅ 31.477MB (SLO: <33.500MB -6.0%)

✅ b3_single_headers

Time: ✅ 13.953µs (SLO: <20.000µs 📉 -30.2%)

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%)

✅ datadog_tracecontext_tracestate_not_propagated_on_trace_id_no_match

Time: ✅ 63.926µs (SLO: <80.000µs 📉 -20.1%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ datadog_tracecontext_tracestate_propagated_on_trace_id_match

Time: ✅ 66.644µs (SLO: <80.000µs 📉 -16.7%)

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%)

✅ empty_headers

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ full_t_id_datadog_headers

Time: ✅ 23.560µs (SLO: <30.000µs 📉 -21.5%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ invalid_priority_header

Time: ✅ 6.609µs (SLO: <10.000µs 📉 -33.9%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ invalid_span_id_header

Time: ✅ 6.497µs (SLO: <10.000µs 📉 -35.0%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ invalid_tags_header

Time: ✅ 6.546µs (SLO: <10.000µs 📉 -34.5%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ invalid_trace_id_header

Time: ✅ 6.526µs (SLO: <10.000µs 📉 -34.7%)

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%)

✅ large_header_no_matches

Time: ✅ 27.475µs (SLO: <30.000µs -8.4%)

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%)

✅ large_valid_headers_all

Time: ✅ 28.678µs (SLO: <40.000µs 📉 -28.3%)

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%)

✅ medium_header_no_matches

Time: ✅ 9.805µs (SLO: <20.000µs 📉 -51.0%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ medium_valid_headers_all

Time: ✅ 11.355µs (SLO: <20.000µs 📉 -43.2%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ none_propagation_style

Time: ✅ 1.691µs (SLO: <10.000µs 📉 -83.1%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ tracecontext_headers

Time: ✅ 36.088µs (SLO: <40.000µs -9.8%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ valid_headers_all

Time: ✅ 6.565µs (SLO: <10.000µs 📉 -34.3%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ valid_headers_basic

Time: ✅ 6.144µs (SLO: <10.000µs 📉 -38.6%)

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%)

✅ wsgi_empty_headers

Time: ✅ 1.591µs (SLO: <10.000µs 📉 -84.1%)

Memory: ✅ 31.477MB (SLO: <33.500MB -6.0%)

✅ wsgi_invalid_priority_header

Time: ✅ 6.581µs (SLO: <10.000µs 📉 -34.2%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ wsgi_invalid_span_id_header

Time: ✅ 1.592µs (SLO: <10.000µs 📉 -84.1%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ wsgi_invalid_tags_header

Time: ✅ 6.627µs (SLO: <10.000µs 📉 -33.7%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ wsgi_invalid_trace_id_header

Time: ✅ 6.643µs (SLO: <10.000µs 📉 -33.6%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ wsgi_large_header_no_matches

Time: ✅ 28.676µs (SLO: <40.000µs 📉 -28.3%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ wsgi_large_valid_headers_all

Time: ✅ 29.921µs (SLO: <40.000µs 📉 -25.2%)

Memory: ✅ 31.516MB (SLO: <33.500MB -5.9%)

✅ wsgi_medium_header_no_matches

Time: ✅ 10.077µs (SLO: <20.000µs 📉 -49.6%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ wsgi_medium_valid_headers_all

Time: ✅ 11.467µs (SLO: <20.000µs 📉 -42.7%)

Memory: ✅ 31.595MB (SLO: <33.500MB -5.7%)

✅ wsgi_valid_headers_all

Time: ✅ 6.661µs (SLO: <10.000µs 📉 -33.4%)

Memory: ✅ 31.477MB (SLO: <33.500MB -6.0%)

✅ wsgi_valid_headers_basic

Time: ✅ 6.124µs (SLO: <10.000µs 📉 -38.8%)

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%)

🔵 httppropagationinject - 16/16

🔵 No baseline data available for this suite

✅ ids_only

Time: ✅ 22.059µs (SLO: <30.000µs 📉 -26.5%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ with_all

Time: ✅ 33.853µs (SLO: <40.000µs 📉 -15.4%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ with_dd_origin

Time: ✅ 28.551µs (SLO: <30.000µs -4.8%)

Memory: ✅ 31.477MB (SLO: <33.500MB -6.0%)

✅ with_priority_and_origin

Time: ✅ 28.211µs (SLO: <40.000µs 📉 -29.5%)

Memory: ✅ 31.536MB (SLO: <33.500MB -5.9%)

✅ with_sampling_priority

Time: ✅ 21.798µs (SLO: <30.000µs 📉 -27.3%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

✅ with_tags

Time: ✅ 30.418µs (SLO: <40.000µs 📉 -24.0%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ with_tags_invalid

Time: ✅ 33.594µs (SLO: <40.000µs 📉 -16.0%)

Memory: ✅ 31.556MB (SLO: <33.500MB -5.8%)

✅ with_tags_max_size

Time: ✅ 31.373µs (SLO: <40.000µs 📉 -21.6%)

Memory: ✅ 31.497MB (SLO: <33.500MB -6.0%)

🔵 iast_aspects - 40/40

🔵 No baseline data available for this suite

✅ re_expand_aspect

Time: ✅ 31.999µs (SLO: <40.000µs 📉 -20.0%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_expand_noaspect

Time: ✅ 28.529µs (SLO: <40.000µs 📉 -28.7%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_findall_aspect

Time: ✅ 3.670µs (SLO: <10.000µs 📉 -63.3%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ re_findall_noaspect

Time: ✅ 1.427µs (SLO: <10.000µs 📉 -85.7%)

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%)

✅ re_finditer_aspect

Time: ✅ 4.424µs (SLO: <10.000µs 📉 -55.8%)

Memory: ✅ 37.572MB (SLO: <39.000MB -3.7%)

✅ re_finditer_noaspect

Time: ✅ 1.420µs (SLO: <10.000µs 📉 -85.8%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_fullmatch_aspect

Time: ✅ 2.845µs (SLO: <10.000µs 📉 -71.6%)

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%)

✅ re_fullmatch_noaspect

Time: ✅ 1.286µs (SLO: <10.000µs 📉 -87.1%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ re_group_aspect

Time: ✅ 3.165µs (SLO: <10.000µs 📉 -68.3%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_group_noaspect

Time: ✅ 1.598µs (SLO: <10.000µs 📉 -84.0%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_groups_aspect

Time: ✅ 3.034µs (SLO: <10.000µs 📉 -69.7%)

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%)

✅ re_groups_noaspect

Time: ✅ 1.679µs (SLO: <10.000µs 📉 -83.2%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_match_aspect

Time: ✅ 2.705µs (SLO: <10.000µs 📉 -73.0%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_match_noaspect

Time: ✅ 1.296µs (SLO: <10.000µs 📉 -87.0%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ re_search_aspect

Time: ✅ 2.564µs (SLO: <10.000µs 📉 -74.4%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_search_noaspect

Time: ✅ 1.204µs (SLO: <10.000µs 📉 -88.0%)

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%)

✅ re_sub_aspect

Time: ✅ 3.401µs (SLO: <10.000µs 📉 -66.0%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ re_sub_noaspect

Time: ✅ 1.521µs (SLO: <10.000µs 📉 -84.8%)

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%)

✅ re_subn_aspect

Time: ✅ 3.628µs (SLO: <10.000µs 📉 -63.7%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ re_subn_noaspect

Time: ✅ 1.602µs (SLO: <10.000µs 📉 -84.0%)

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%)

🔵 iastaspectsospath - 24/24

🔵 No baseline data available for this suite

✅ ospathbasename_aspect

Time: ✅ 4.231µs (SLO: <10.000µs 📉 -57.7%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ ospathbasename_noaspect

Time: ✅ 1.075µs (SLO: <10.000µs 📉 -89.2%)

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%)

✅ ospathjoin_aspect

Time: ✅ 6.180µs (SLO: <10.000µs 📉 -38.2%)

Memory: ✅ 37.415MB (SLO: <39.000MB -4.1%)

✅ ospathjoin_noaspect

Time: ✅ 2.297µs (SLO: <10.000µs 📉 -77.0%)

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%)

✅ ospathnormcase_aspect

Time: ✅ 3.854µs (SLO: <10.000µs 📉 -61.5%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ ospathnormcase_noaspect

Time: ✅ 0.566µs (SLO: <10.000µs 📉 -94.3%)

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%)

✅ ospathsplit_aspect

Time: ✅ 4.819µs (SLO: <10.000µs 📉 -51.8%)

Memory: ✅ 37.395MB (SLO: <39.000MB -4.1%)

✅ ospathsplit_noaspect

Time: ✅ 1.587µs (SLO: <10.000µs 📉 -84.1%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ ospathsplitdrive_aspect

Time: ✅ 3.678µs (SLO: <10.000µs 📉 -63.2%)

Memory: ✅ 37.513MB (SLO: <39.000MB -3.8%)

✅ ospathsplitdrive_noaspect

Time: ✅ 0.693µs (SLO: <10.000µs 📉 -93.1%)

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%)

✅ ospathsplitext_aspect

Time: ✅ 4.522µs (SLO: <10.000µs 📉 -54.8%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ ospathsplitext_noaspect

Time: ✅ 1.381µs (SLO: <10.000µs 📉 -86.2%)

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%)

🔵 iastaspectssplit - 12/12

🔵 No baseline data available for this suite

✅ rsplit_aspect

Time: ✅ 1.394µs (SLO: <10.000µs 📉 -86.1%)

Memory: ✅ 37.473MB (SLO: <39.000MB -3.9%)

✅ rsplit_noaspect

Time: ✅ 0.576µs (SLO: <10.000µs 📉 -94.2%)

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%)

✅ split_aspect

Time: ✅ 1.335µs (SLO: <10.000µs 📉 -86.7%)

Memory: ✅ 37.493MB (SLO: <39.000MB -3.9%)

✅ split_noaspect

Time: ✅ 0.567µs (SLO: <10.000µs 📉 -94.3%)

Memory: ✅ 37.434MB (SLO: <39.000MB -4.0%)

✅ splitlines_aspect

Time: ✅ 1.347µs (SLO: <10.000µs 📉 -86.5%)

Memory: ✅ 37.532MB (SLO: <39.000MB -3.8%)

✅ splitlines_noaspect

Time: ✅ 0.583µs (SLO: <10.000µs 📉 -94.2%)

Memory: ✅ 37.454MB (SLO: <39.000MB -4.0%)

🔵 iastpropagation - 8/8

🔵 No baseline data available for this suite

✅ no-propagation

Time: ✅ 48.867µs (SLO: <60.000µs 📉 -18.6%)

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%)

✅ propagation_enabled

Time: ✅ 146.103µs (SLO: <160.000µs -8.7%)

Memory: ✅ 36.982MB (SLO: <39.000MB -5.2%)

✅ propagation_enabled_100

Time: ✅ 1.585ms (SLO: <1.800ms 📉 -11.9%)

Memory: ✅ 37.021MB (SLO: <39.000MB -5.1%)

✅ propagation_enabled_1000

Time: ✅ 29.045ms (SLO: <30.550ms -4.9%)

Memory: ✅ 37.002MB (SLO: <39.000MB -5.1%)

🔵 otelsdkspan - 24/24

🔵 No baseline data available for this suite

✅ add-event

Time: ✅ 40.687ms (SLO: <42.000ms -3.1%)

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%)

✅ add-link

Time: ✅ 36.636ms (SLO: <38.550ms -5.0%)

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%)

✅ add-metrics

Time: ✅ 218.971ms (SLO: <232.000ms -5.6%)

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%)

✅ add-tags

Time: ✅ 214.211ms (SLO: <221.600ms -3.3%)

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%)

✅ get-context

Time: ✅ 29.283ms (SLO: <31.300ms -6.4%)

Memory: ✅ 34.249MB (SLO: <39.000MB 📉 -12.2%)

✅ is-recording

Time: ✅ 29.178ms (SLO: <31.000ms -5.9%)

Memory: ✅ 34.249MB (SLO: <39.000MB 📉 -12.2%)

✅ record-exception

Time: ✅ 63.159ms (SLO: <65.850ms -4.1%)

Memory: ✅ 34.347MB (SLO: <39.000MB 📉 -11.9%)

✅ set-status

Time: ✅ 32.057ms (SLO: <34.150ms -6.1%)

Memory: ✅ 34.288MB (SLO: <39.000MB 📉 -12.1%)

✅ start

Time: ✅ 28.993ms (SLO: <30.150ms -3.8%)

Memory: ✅ 34.387MB (SLO: <39.000MB 📉 -11.8%)

✅ start-finish

Time: ✅ 34.048ms (SLO: <35.350ms -3.7%)

Memory: ✅ 34.269MB (SLO: <39.000MB 📉 -12.1%)

✅ start-finish-telemetry

Time: ✅ 34.312ms (SLO: <35.450ms -3.2%)

Memory: ✅ 34.249MB (SLO: <39.000MB 📉 -12.2%)

✅ update-name

Time: ✅ 31.266ms (SLO: <33.400ms -6.4%)

Memory: ✅ 34.229MB (SLO: <39.000MB 📉 -12.2%)

🔵 otelspan - 22/22

🔵 No baseline data available for this suite

✅ add-event

Time: ✅ 45.252ms (SLO: <47.150ms -4.0%)

Memory: ✅ 44.571MB (SLO: <46.500MB -4.1%)

✅ add-metrics

Time: ✅ 323.539ms (SLO: <344.800ms -6.2%)

Memory: ✅ 552.841MB (SLO: <562.000MB 🟡 -1.6%)

✅ add-tags

Time: ✅ 292.863ms (SLO: <314.000ms -6.7%)

Memory: ✅ 553.853MB (SLO: <563.500MB 🟡 -1.7%)

✅ get-context

Time: ✅ 85.573ms (SLO: <92.350ms -7.3%)

Memory: ✅ 39.780MB (SLO: <46.500MB 📉 -14.5%)

✅ is-recording

Time: ✅ 43.311ms (SLO: <44.500ms -2.7%)

Memory: ✅ 44.087MB (SLO: <46.500MB -5.2%)

✅ record-exception

Time: ✅ 61.465ms (SLO: <67.650ms -9.1%)

Memory: ✅ 40.087MB (SLO: <46.500MB 📉 -13.8%)

✅ set-status

Time: ✅ 48.783ms (SLO: <50.400ms -3.2%)

Memory: ✅ 43.988MB (SLO: <46.500MB -5.4%)

✅ start

Time: ✅ 42.284ms (SLO: <43.450ms -2.7%)

Memory: ✅ 44.097MB (SLO: <46.500MB -5.2%)

✅ start-finish

Time: ✅ 82.479ms (SLO: <88.000ms -6.3%)

Memory: ✅ 34.013MB (SLO: <46.500MB 📉 -26.9%)

✅ start-finish-telemetry

Time: ✅ 84.176ms (SLO: <89.000ms -5.4%)

Memory: ✅ 33.915MB (SLO: <46.500MB 📉 -27.1%)

✅ update-name

Time: ✅ 44.091ms (SLO: <45.150ms -2.3%)

Memory: ✅ 44.286MB (SLO: <46.500MB -4.8%)

🔵 packagespackageforrootmodulemapping - 4/4

🔵 No baseline data available for this suite

✅ cache_off

Time: ✅ 340.951ms (SLO: <354.300ms -3.8%)

Memory: ✅ 37.711MB (SLO: <40.000MB -5.7%)

✅ cache_on

Time: ✅ 0.388µs (SLO: <10.000µs 📉 -96.1%)

Memory: ✅ 36.570MB (SLO: <39.000MB -6.2%)

🔵 packagesupdateimporteddependencies - 24/24

🔵 No baseline data available for this suite

✅ import_many

Time: ✅ 154.994µs (SLO: <170.000µs -8.8%)

Memory: ✅ 36.360MB (SLO: <38.500MB -5.6%)

✅ import_many_cached

Time: ✅ 120.846µs (SLO: <130.000µs -7.0%)

Memory: ✅ 36.395MB (SLO: <38.500MB -5.5%)

✅ import_many_stdlib

Time: ✅ 1.596ms (SLO: <1.750ms -8.8%)

Memory: ✅ 36.486MB (SLO: <38.500MB -5.2%)

✅ import_many_stdlib_cached

Time: ✅ 0.965ms (SLO: <1.100ms 📉 -12.3%)

Memory: ✅ 36.455MB (SLO: <38.500MB -5.3%)

✅ import_many_unknown

Time: ✅ 832.507µs (SLO: <890.000µs -6.5%)

Memory: ✅ 36.468MB (SLO: <38.500MB -5.3%)

✅ import_many_unknown_cached

Time: ✅ 789.310µs (SLO: <870.000µs -9.3%)

Memory: ✅ 36.571MB (SLO: <38.500MB -5.0%)

✅ import_one

Time: ✅ 19.761µs (SLO: <30.000µs 📉 -34.1%)

Memory: ✅ 36.433MB (SLO: <39.000MB -6.6%)

✅ import_one_cache

Time: ✅ 6.288µs (SLO: <10.000µs 📉 -37.1%)

Memory: ✅ 36.592MB (SLO: <38.500MB -5.0%)

✅ import_one_stdlib

Time: ✅ 18.746µs (SLO: <20.000µs -6.3%)

Memory: ✅ 36.440MB (SLO: <38.500MB -5.3%)

✅ import_one_stdlib_cache

Time: ✅ 6.296µs (SLO: <10.000µs 📉 -37.0%)

Memory: ✅ 36.667MB (SLO: <38.500MB -4.8%)

✅ import_one_unknown

Time: ✅ 45.361µs (SLO: <50.000µs -9.3%)

Memory: ✅ 36.589MB (SLO: <38.500MB -5.0%)

✅ import_one_unknown_cache

Time: ✅ 6.285µs (SLO: <10.000µs 📉 -37.1%)

Memory: ✅ 36.691MB (SLO: <38.500MB -4.7%)

🔵 ratelimiter - 12/12

🔵 No baseline data available for this suite

✅ defaults

Time: ✅ 2.352µs (SLO: <10.000µs 📉 -76.5%)

Memory: ✅ 31.044MB (SLO: <34.000MB -8.7%)

✅ high_rate_limit

Time: ✅ 2.431µs (SLO: <10.000µs 📉 -75.7%)

Memory: ✅ 31.064MB (SLO: <34.000MB -8.6%)

✅ long_window

Time: ✅ 2.345µs (SLO: <10.000µs 📉 -76.6%)

Memory: ✅ 31.044MB (SLO: <34.000MB -8.7%)

✅ low_rate_limit

Time: ✅ 2.358µs (SLO: <10.000µs 📉 -76.4%)

Memory: ✅ 31.064MB (SLO: <34.000MB -8.6%)

✅ no_rate_limit

Time: ✅ 0.843µs (SLO: <10.000µs 📉 -91.6%)

Memory: ✅ 31.064MB (SLO: <34.000MB -8.6%)

✅ short_window

Time: ✅ 2.488µs (SLO: <10.000µs 📉 -75.1%)

Memory: ✅ 31.005MB (SLO: <34.000MB -8.8%)

🔵 recursivecomputation - 8/8

🔵 No baseline data available for this suite

✅ deep

Time: ✅ 310.756ms (SLO: <320.950ms -3.2%)

Memory: ✅ 32.617MB (SLO: <34.500MB -5.5%)

✅ deep-profiled

Time: ✅ 327.285ms (SLO: <359.150ms -8.9%)

Memory: ✅ 35.173MB (SLO: <39.000MB -9.8%)

✅ medium

Time: ✅ 7.087ms (SLO: <7.400ms -4.2%)

Memory: ✅ 31.438MB (SLO: <34.000MB -7.5%)

✅ shallow

Time: ✅ 0.952ms (SLO: <1.050ms -9.3%)

Memory: ✅ 31.418MB (SLO: <34.000MB -7.6%)

🔵 samplingrules - 8/8

🔵 No baseline data available for this suite

✅ average_match

Time: ✅ 274.896µs (SLO: <290.000µs -5.2%)

Memory: ✅ 31.457MB (SLO: <34.000MB -7.5%)

✅ high_match

Time: ✅ 445.550µs (SLO: <480.000µs -7.2%)

Memory: ✅ 31.438MB (SLO: <34.000MB -7.5%)

✅ low_match

Time: ✅ 110.513µs (SLO: <120.000µs -7.9%)

Memory: ✅ 631.999MB (SLO: <700.000MB -9.7%)

✅ very_low_match

Time: ✅ 7.650ms (SLO: <8.500ms -10.0%)

Memory: ✅ 69.594MB (SLO: <75.000MB -7.2%)

🔵 sethttpmeta - 32/32

🔵 No baseline data available for this suite

✅ all-disabled

Time: ✅ 12.555µs (SLO: <20.000µs 📉 -37.2%)

Memory: ✅ 31.929MB (SLO: <34.000MB -6.1%)

✅ all-enabled

Time: ✅ 42.077µs (SLO: <50.000µs 📉 -15.8%)

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%)

✅ collectipvariant_exists

Time: ✅ 42.862µs (SLO: <50.000µs 📉 -14.3%)

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%)

✅ no-collectipvariant

Time: ✅ 42.000µs (SLO: <50.000µs 📉 -16.0%)

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%)

✅ no-useragentvariant

Time: ✅ 40.795µs (SLO: <50.000µs 📉 -18.4%)

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%)

✅ obfuscation-no-query

Time: ✅ 42.653µs (SLO: <50.000µs 📉 -14.7%)

Memory: ✅ 32.047MB (SLO: <34.000MB -5.7%)

✅ obfuscation-regular-case-explicit-query

Time: ✅ 78.886µs (SLO: <90.000µs 📉 -12.3%)

Memory: ✅ 32.381MB (SLO: <34.000MB -4.8%)

✅ obfuscation-regular-case-implicit-query

Time: ✅ 79.535µs (SLO: <90.000µs 📉 -11.6%)

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%)

✅ obfuscation-send-querystring-disabled

Time: ✅ 157.050µs (SLO: <170.000µs -7.6%)

Memory: ✅ 32.362MB (SLO: <34.500MB -6.2%)

✅ obfuscation-worst-case-explicit-query

Time: ✅ 151.351µs (SLO: <160.000µs -5.4%)

Memory: ✅ 32.342MB (SLO: <34.500MB -6.3%)

✅ obfuscation-worst-case-implicit-query

Time: ✅ 157.483µs (SLO: <170.000µs -7.4%)

Memory: ✅ 32.342MB (SLO: <34.500MB -6.3%)

✅ useragentvariant_exists_1

Time: ✅ 41.546µs (SLO: <50.000µs 📉 -16.9%)

Memory: ✅ 32.362MB (SLO: <34.000MB -4.8%)

✅ useragentvariant_exists_2

Time: ✅ 42.626µs (SLO: <50.000µs 📉 -14.7%)

Memory: ✅ 32.283MB (SLO: <34.000MB -5.0%)

✅ useragentvariant_exists_3

Time: ✅ 42.016µs (SLO: <50.000µs 📉 -16.0%)

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%)

✅ useragentvariant_not_exists_1

Time: ✅ 41.402µs (SLO: <50.000µs 📉 -17.2%)

Memory: ✅ 32.322MB (SLO: <34.000MB -4.9%)

✅ useragentvariant_not_exists_2

Time: ✅ 41.473µs (SLO: <50.000µs 📉 -17.1%)

Memory: ✅ 31.968MB (SLO: <34.000MB -6.0%)

🔵 span - 26/26

🔵 No baseline data available for this suite

✅ add-event

Time: ✅ 24.629ms (SLO: <26.200ms -6.0%)

Memory: ✅ 51.098MB (SLO: <53.000MB -3.6%)

✅ add-metrics

Time: ✅ 92.373ms (SLO: <98.350ms -6.1%)

Memory: ✅ 606.745MB (SLO: <961.000MB 📉 -36.9%)

✅ add-tags

Time: ✅ 150.236ms (SLO: <168.550ms 📉 -10.9%)

Memory: ✅ 607.196MB (SLO: <962.500MB 📉 -36.9%)

✅ get-context

Time: ✅ 22.282ms (SLO: <23.700ms -6.0%)

Memory: ✅ 49.845MB (SLO: <53.000MB -6.0%)

✅ is-recording

Time: ✅ 22.749ms (SLO: <23.900ms -4.8%)

Memory: ✅ 49.862MB (SLO: <53.000MB -5.9%)

✅ record-exception

Time: ✅ 42.399ms (SLO: <44.500ms -4.7%)

Memory: ✅ 42.802MB (SLO: <53.000MB 📉 -19.2%)

✅ set-status

Time: ✅ 24.404ms (SLO: <26.000ms -6.1%)

Memory: ✅ 49.869MB (SLO: <53.000MB -5.9%)

✅ start

Time: ✅ 22.076ms (SLO: <23.500ms -6.1%)

Memory: ✅ 49.841MB (SLO: <53.000MB -6.0%)

✅ start-finish

Time: ✅ 51.482ms (SLO: <55.500ms -7.2%)

Memory: ✅ 31.438MB (SLO: <34.000MB -7.5%)

✅ start-finish-telemetry

Time: ✅ 52.863ms (SLO: <58.300ms -9.3%)

Memory: ✅ 31.497MB (SLO: <34.000MB -7.4%)

✅ start-finish-traceid128

Time: ✅ 55.114ms (SLO: <60.050ms -8.2%)

Memory: ✅ 31.398MB (SLO: <34.000MB -7.7%)

✅ start-traceid128

Time: ✅ 22.412ms (SLO: <24.600ms -8.9%)

Memory: ✅ 49.917MB (SLO: <53.000MB -5.8%)

✅ update-name

Time: ✅ 23.176ms (SLO: <24.100ms -3.8%)

Memory: ✅ 50.525MB (SLO: <53.000MB -4.7%)

🔵 tracer - 6/6

🔵 No baseline data available for this suite

✅ large

Time: ✅ 30.879ms (SLO: <32.950ms -6.3%)

Memory: ✅ 33.069MB (SLO: <34.500MB -4.1%)

✅ medium

Time: ✅ 3.017ms (SLO: <3.200ms -5.7%)

Memory: ✅ 31.379MB (SLO: <34.000MB -7.7%)

✅ small

Time: ✅ 337.377µs (SLO: <370.000µs -8.8%)

Memory: ✅ 31.398MB (SLO: <34.000MB -7.7%)

@gary-huang gary-huang changed the title init project chore(llmobs): projects support Sep 7, 2025
@gary-huang gary-huang added the changelog/no-changelog A changelog entry is not required for this PR. label Sep 7, 2025
sabrenner
sabrenner reviewed Sep 8, 2025
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lgtm just a couple of questions!

sabrenner
sabrenner reviewed Sep 8, 2025
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gary-huang and others added 3 commits September 8, 2025 17:07
@gary-huang @sabrenner
init project
8a13f56 
Update ddtrace/llmobs/_writer.py

Co-authored-by: Sam Brenner <[email protected]>

Update ddtrace/llmobs/_writer.py

Co-authored-by: Sam Brenner <[email protected]>

Update ddtrace/llmobs/_writer.py

Co-authored-by: Sam Brenner <[email protected]>

Update ddtrace/llmobs/_llmobs.py

Co-authored-by: Sam Brenner <[email protected]>
@gary-huang
use class for project
c7b2bf2
@gary-huang
clean tests
8689bff
@gary-huang gary-huang force-pushed the gary/mlob-3858 branch 4 times, most recently from 08134ba to 1db9df9 Compare September 9, 2025 12:44
@gary-huang gary-huang marked this pull request as ready for review September 9, 2025 13:05
@gary-huang gary-huang requested a review from a team as a code owner September 9, 2025 13:05
gary-huang
gary-huang commented Sep 9, 2025
View reviewed changes
@gary-huang gary-huang changed the title chore(llmobs): projects support chore(llmobs): projects support for dne Sep 9, 2025
Kyle-Verhoog
Kyle-Verhoog reviewed Sep 9, 2025
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@gary-huang gary-huang enabled auto-merge (squash) September 9, 2025 15:27
@gary-huang gary-huang merged commit 60bf567 into main Sep 9, 2025
467 of 469 checks passed
@gary-huang gary-huang deleted the gary/mlob-3858 branch September 9, 2025 16:26
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@gary-huang @Kyle-Verhoog @sabrenner