Close Open Privacy Scan

link https://github.com/axolotl-ai-cloud/axolotl
bolt Snapshot: commit 067b021
science engine v1.23
schedule 2026-07-25T23:14:16.486528+00:00

verified_user No application data leak found

No high-confidence exfiltration was found in application code. Dependency data flows are listed separately and do not affect this verdict.

App Privacy Score

57 /100
Medium privacy risk

Medium risk · 5051 finding(s)

Based on: 1 first-party package(s) · 66/80 deps analyzed

Dependency score: 0 (High risk)

bar_chart Score Breakdown

telemetry −25
egress −15
env_fs −3

list Scan Summary

0 high 582 medium 4469 low
First-party packages: 1
Dependency packages: 57
Ecosystem: python

swap_horiz Application data flows

No application data flows were found. See dependency data flows below.

hub Dependency data flows (7)
medium mlflow dependency A credential read from the environment/filesystem is applied as authorization on the same outbound request (auth header). This is intentional authentication, not unexpected data exfiltration.
  1. 1sourcepkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:171
  2. 2sinkpkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:176
medium mlflow dependency A credential read from the environment/filesystem is applied as authorization on the same outbound request (auth header). This is intentional authentication, not unexpected data exfiltration.
  1. 1sourcepkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:198
  2. 2sinkpkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:203
medium lm_eval dependency PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
  1. 1sourcepkgs/python/[email protected]/lm_eval/_cli/run.py:360
  2. 2sinkpkgs/python/[email protected]/lm_eval/_cli/run.py:425
medium lm_eval dependency PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
  1. 1sourcepkgs/python/[email protected]/lm_eval/_cli/run.py:360
  2. 2sinkpkgs/python/[email protected]/lm_eval/_cli/run.py:458
medium lm_eval dependency PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
  1. 1sourcepkgs/python/[email protected]/lm_eval/_cli/run.py:360
  2. 2sinkpkgs/python/[email protected]/lm_eval/_cli/run.py:463
medium lm_eval dependency PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
  1. 1sourcepkgs/python/[email protected]/lm_eval/_cli/run.py:360
  2. 2sinkpkgs/python/[email protected]/lm_eval/_cli/run.py:465
medium transformers dependency PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
  1. 1sourcepkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2512
  2. 2sinkpkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2514

</> First-Party Code

first-party (python)

python first-party
medium telemetry production #0a3910b9e679cb13 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
repo/src/axolotl/telemetry/manager.py:11 
import posthog

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry production #1bb59cc4be325409 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
repo/src/axolotl/telemetry/manager.py:365 
            posthog.capture(
                distinct_id=self.run_id,
                event=event_type,
                properties=properties,
                disable_geoip=True,
            )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry production #919e28d72a630f67 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
repo/src/axolotl/utils/callbacks/opentelemetry.py:18 
    from opentelemetry import metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry production #63b202beb6bf4e4a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
repo/src/axolotl/utils/callbacks/opentelemetry.py:19 
    from opentelemetry.exporter.prometheus import PrometheusMetricReader

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry production #44945df76b73f9cc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
repo/src/axolotl/utils/callbacks/opentelemetry.py:20 
    from opentelemetry.metrics import set_meter_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry production #a908e7c16f490df4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
repo/src/axolotl/utils/callbacks/opentelemetry.py:21 
    from opentelemetry.sdk.metrics import MeterProvider as SDKMeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 313 low-confidence finding(s)
low env_fs — Environment-variable access. 201 locations
repo/.runpod/src/handler.py:13
repo/.runpod/src/handler.py:45
repo/.runpod/src/handler.py:47
repo/.runpod/src/handler.py:49
repo/.runpod/src/handler.py:50
repo/.runpod/src/handler.py:60
repo/.runpod/src/handler.py:61
repo/.runpod/src/handler.py:62
repo/.runpod/src/handler.py:63
repo/.runpod/src/utils.py:75
repo/.runpod/src/utils.py:78
repo/.runpod/src/utils.py:82
repo/.runpod/src/utils.py:86
repo/cicd/multigpu.py:20
repo/cicd/multigpu.py:24
repo/cicd/multigpu.py:25
repo/cicd/multigpu.py:26
repo/cicd/multigpu.py:27
repo/cicd/multigpu.py:28
repo/cicd/multigpu.py:29
repo/cicd/multigpu.py:30
repo/cicd/multigpu.py:31
repo/cicd/multigpu.py:32
repo/cicd/multigpu.py:34
repo/cicd/multigpu.py:35
repo/cicd/multigpu.py:58
repo/cicd/single_gpu.py:19
repo/cicd/single_gpu.py:23
repo/cicd/single_gpu.py:24
repo/cicd/single_gpu.py:25
repo/cicd/single_gpu.py:26
repo/cicd/single_gpu.py:27
repo/cicd/single_gpu.py:28
repo/cicd/single_gpu.py:29
repo/cicd/single_gpu.py:30
repo/cicd/single_gpu.py:31
repo/cicd/single_gpu.py:33
repo/cicd/single_gpu.py:34
repo/cicd/single_gpu.py:58
repo/cicd/single_gpu.py:59
repo/cicd/single_gpu.py:66
repo/src/axolotl/cli/__init__.py:7
repo/src/axolotl/cli/__init__.py:8
repo/src/axolotl/cli/__init__.py:9
repo/src/axolotl/cli/checks.py:36
repo/src/axolotl/cli/cloud/modal_.py:26
repo/src/axolotl/cli/cloud/modal_.py:77
repo/src/axolotl/cli/cloud/modal_.py:133
repo/src/axolotl/cli/config.py:369
repo/src/axolotl/cli/evaluate.py:33
repo/src/axolotl/cli/preprocess.py:112
repo/src/axolotl/cli/train.py:50
repo/src/axolotl/cli/utils/train.py:190
repo/src/axolotl/cli/utils/train.py:216
repo/src/axolotl/core/builders/causal.py:136
repo/src/axolotl/core/trainers/base.py:700
repo/src/axolotl/core/trainers/base.py:714
repo/src/axolotl/integrations/expert_parallel/buffer.py:95
repo/src/axolotl/integrations/expert_parallel/experts_fn.py:308
repo/src/axolotl/integrations/hatchery/examples/prep_math_rl.py:41
repo/src/axolotl/integrations/hatchery/trainer.py:47
repo/src/axolotl/integrations/hatchery/trainer.py:53
repo/src/axolotl/integrations/hatchery/trainer.py:66
repo/src/axolotl/integrations/hatchery/trainer.py:67
repo/src/axolotl/integrations/kernels/adapters/dsv4.py:31
repo/src/axolotl/integrations/kernels/adapters/glm_moe_dsa.py:151
repo/src/axolotl/integrations/kernels/adapters/nvfp4_moe.py:134
repo/src/axolotl/integrations/kernels/libs/glm_dsa/dispatch.py:37
repo/src/axolotl/integrations/kernels/libs/glm_dsa/dispatch.py:39
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/experts.py:648
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/kernels/lora_ops.py:3090
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/marlin_w4a16/backend.py:86
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/nvfp4_moe_loading.py:468
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/nvfp4_weight_converter.py:82
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/nvfp4_weight_converter.py:112
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/nvfp4_weight_converter.py:155
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/nvfp4_weight_converter.py:200
repo/src/axolotl/integrations/kernels/libs/sonicmoe/experts.py:176
repo/src/axolotl/integrations/kernels/libs/sonicmoe/fp4_cute_ops.py:102
repo/src/axolotl/integrations/kernels/libs/sonicmoe/fp8_bwd.py:56
repo/src/axolotl/integrations/kernels/libs/sonicmoe/nvfp4_lora.py:342
repo/src/axolotl/integrations/kernels/libs/sonicmoe/nvfp4_quant.py:221
repo/src/axolotl/integrations/kernels/plugin.py:36
repo/src/axolotl/integrations/swanlab/plugins.py:79
repo/src/axolotl/integrations/swanlab/plugins.py:79
repo/src/axolotl/loaders/adapter.py:357
repo/src/axolotl/loaders/model.py:442
repo/src/axolotl/loaders/model.py:530
repo/src/axolotl/loaders/model.py:621
repo/src/axolotl/loaders/model.py:638
repo/src/axolotl/loaders/model.py:792
repo/src/axolotl/loaders/model.py:802
repo/src/axolotl/loaders/model.py:873
repo/src/axolotl/loaders/patch_manager.py:837
repo/src/axolotl/loaders/patch_manager.py:1024
repo/src/axolotl/loaders/tokenizer.py:205
repo/src/axolotl/logging_config.py:25
repo/src/axolotl/logging_config.py:28
repo/src/axolotl/logging_config.py:83
repo/src/axolotl/logging_config.py:144
repo/src/axolotl/logging_config.py:149
repo/src/axolotl/logging_config.py:172
repo/src/axolotl/logging_config.py:173
repo/src/axolotl/logging_config.py:173
repo/src/axolotl/monkeypatch/accelerate/fsdp2.py:610
repo/src/axolotl/monkeypatch/accelerate/parallelism_config.py:22
repo/src/axolotl/monkeypatch/accelerate/parallelism_config.py:122
repo/src/axolotl/monkeypatch/ring_attn/adapters/batch.py:133
repo/src/axolotl/monkeypatch/ring_attn/patch.py:97
repo/src/axolotl/monkeypatch/tiled_mlp/base.py:18
repo/src/axolotl/monkeypatch/tiled_mlp/patch.py:51
repo/src/axolotl/monkeypatch/tiled_mlp/patch.py:87
repo/src/axolotl/scripts/vllm_serve_lora.py:91
repo/src/axolotl/scripts/vllm_serve_lora.py:94
repo/src/axolotl/scripts/vllm_serve_lora.py:96
repo/src/axolotl/scripts/vllm_serve_lora.py:98
repo/src/axolotl/scripts/vllm_serve_lora.py:99
repo/src/axolotl/scripts/vllm_serve_lora.py:100
repo/src/axolotl/scripts/vllm_serve_lora.py:101
repo/src/axolotl/telemetry/manager.py:81
repo/src/axolotl/telemetry/manager.py:81
repo/src/axolotl/telemetry/manager.py:83
repo/src/axolotl/telemetry/manager.py:83
repo/src/axolotl/telemetry/manager.py:85
repo/src/axolotl/telemetry/manager.py:85
repo/src/axolotl/telemetry/manager.py:87
repo/src/axolotl/telemetry/manager.py:87
repo/src/axolotl/telemetry/manager.py:165
repo/src/axolotl/train.py:527
repo/src/axolotl/utils/__init__.py:89
repo/src/axolotl/utils/__init__.py:91
repo/src/axolotl/utils/__init__.py:95
repo/src/axolotl/utils/__init__.py:97
repo/src/axolotl/utils/__init__.py:101
repo/src/axolotl/utils/__init__.py:102
repo/src/axolotl/utils/callbacks/mlflow_.py:22
repo/src/axolotl/utils/comet_.py:73
repo/src/axolotl/utils/comet_.py:89
repo/src/axolotl/utils/config/__init__.py:151
repo/src/axolotl/utils/config/__init__.py:210
repo/src/axolotl/utils/config/__init__.py:211
repo/src/axolotl/utils/config/__init__.py:223
repo/src/axolotl/utils/data/sft.py:102
repo/src/axolotl/utils/datasets.py:11
repo/src/axolotl/utils/datasets.py:13
repo/src/axolotl/utils/datasets.py:19
repo/src/axolotl/utils/distributed.py:53
repo/src/axolotl/utils/distributed.py:95
repo/src/axolotl/utils/distributed.py:103
repo/src/axolotl/utils/distributed.py:108
repo/src/axolotl/utils/environment.py:29
repo/src/axolotl/utils/environment.py:30
repo/src/axolotl/utils/environment.py:35
repo/src/axolotl/utils/mlflow_.py:14
repo/src/axolotl/utils/mlflow_.py:22
repo/src/axolotl/utils/samplers/multipack.py:295
repo/src/axolotl/utils/tee.py:123
repo/src/axolotl/utils/trackio_.py:14
repo/src/axolotl/utils/trainer.py:530
repo/src/axolotl/utils/trainer.py:532
repo/src/axolotl/utils/trainer.py:545
repo/src/axolotl/utils/trainer.py:553
repo/src/axolotl/utils/trainer.py:554
repo/src/axolotl/utils/trainer.py:558
repo/src/axolotl/utils/trainer.py:560
repo/src/axolotl/utils/trainer.py:564
repo/src/axolotl/utils/trainer.py:565
repo/src/axolotl/utils/trainer.py:566
repo/src/axolotl/utils/trainer.py:567
repo/src/axolotl/utils/trainer.py:573
repo/src/axolotl/utils/trainer.py:574
repo/src/axolotl/utils/trainer.py:577
repo/src/axolotl/utils/trainer.py:578
repo/src/axolotl/utils/trainer.py:579
repo/src/axolotl/utils/trainer.py:592
repo/src/axolotl/utils/trainer.py:596
repo/src/axolotl/utils/trainer.py:598
repo/src/axolotl/utils/trainer.py:600
repo/src/axolotl/utils/trainer.py:602
repo/src/axolotl/utils/trainer.py:604
repo/src/axolotl/utils/trainer.py:606
repo/src/axolotl/utils/trainer.py:608
repo/src/axolotl/utils/trainer.py:610
repo/src/axolotl/utils/trainer.py:614
repo/src/axolotl/utils/trainer.py:616
repo/src/axolotl/utils/trainer.py:620
repo/src/axolotl/utils/trainer.py:622
repo/src/axolotl/utils/trainer.py:629
repo/src/axolotl/utils/trainer.py:632
repo/src/axolotl/utils/trainer.py:635
repo/src/axolotl/utils/trainer.py:638
repo/src/axolotl/utils/trainer.py:639
repo/src/axolotl/utils/trainer.py:646
repo/src/axolotl/utils/trainer.py:655
repo/src/axolotl/utils/trainer.py:660
repo/src/axolotl/utils/trainer.py:662
repo/src/axolotl/utils/trainer.py:685
repo/src/axolotl/utils/trainer.py:687
repo/src/axolotl/utils/trainer.py:689
repo/src/axolotl/utils/trainer.py:691
repo/src/axolotl/utils/wandb_.py:14
low env_fs — Filesystem access. 89 locations
repo/.runpod/src/handler.py:38
repo/.runpod/src/utils.py:22
repo/.runpod/src/utils.py:34
repo/cicd/multigpu.py:41
repo/cicd/single_gpu.py:40
repo/docs/scripts/generate_config_docs.py:743
repo/docs/scripts/generate_examples_docs.py:28
repo/docs/scripts/generate_examples_docs.py:212
repo/docs/scripts/generate_examples_docs.py:229
repo/docs/scripts/generate_examples_docs.py:280
repo/docs/scripts/generate_examples_docs.py:341
repo/docs/scripts/generate_examples_docs.py:379
repo/docs/scripts/generate_examples_docs.py:417
repo/scripts/analyze_profile.py:103
repo/scripts/analyze_profile.py:139
repo/scripts/analyze_profile.py:770
repo/src/axolotl/cli/agent_docs/__init__.py:95
repo/src/axolotl/cli/agent_docs/__init__.py:104
repo/src/axolotl/cli/chat.py:245
repo/src/axolotl/cli/cloud/__init__.py:19
repo/src/axolotl/cli/cloud/__init__.py:30
repo/src/axolotl/cli/cloud/__init__.py:52
repo/src/axolotl/cli/cloud/__init__.py:72
repo/src/axolotl/cli/cloud/baseten/__init__.py:38
repo/src/axolotl/cli/cloud/baseten/__init__.py:40
repo/src/axolotl/cli/cloud/baseten/template/train_sft.py:12
repo/src/axolotl/cli/cloud/modal_.py:263
repo/src/axolotl/cli/cloud/modal_.py:281
repo/src/axolotl/cli/cloud/modal_.py:309
repo/src/axolotl/cli/config.py:147
repo/src/axolotl/cli/config.py:253
repo/src/axolotl/cli/generate_config_options.py:133
repo/src/axolotl/cli/generate_config_options.py:140
repo/src/axolotl/cli/merge_sharded_fsdp_weights.py:100
repo/src/axolotl/cli/utils/fetch.py:37
repo/src/axolotl/cli/utils/fetch.py:61
repo/src/axolotl/cli/utils/lora_merge.py:72
repo/src/axolotl/cli/utils/lora_merge.py:1267
repo/src/axolotl/cli/utils/lora_merge.py:1275
repo/src/axolotl/cli/utils/lora_merge.py:1316
repo/src/axolotl/cli/utils/lora_merge.py:1322
repo/src/axolotl/cli/utils/lora_merge.py:1531
repo/src/axolotl/cli/utils/lora_merge.py:1581
repo/src/axolotl/cli/utils/lora_merge.py:2257
repo/src/axolotl/cli/utils/train.py:84
repo/src/axolotl/cli/utils/train.py:86
repo/src/axolotl/convert.py:13
repo/src/axolotl/convert.py:26
repo/src/axolotl/core/trainers/base.py:911
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/nvfp4_fp8_quantizer.py:139
repo/src/axolotl/integrations/kernels/libs/scattermoe_lora/nvfp4_moe_loading.py:55
repo/src/axolotl/integrations/kernels/merge_aware_callback.py:34
repo/src/axolotl/integrations/kernels/merge_aware_callback.py:41
repo/src/axolotl/integrations/lm_eval/cli.py:114
repo/src/axolotl/integrations/nemo_gym/dataset.py:80
repo/src/axolotl/integrations/nemo_gym/server.py:103
repo/src/axolotl/integrations/spectrum/__init__.py:83
repo/src/axolotl/loaders/adapter.py:304
repo/src/axolotl/loaders/tokenizer.py:75
repo/src/axolotl/loaders/tokenizer.py:92
repo/src/axolotl/loaders/tokenizer.py:98
repo/src/axolotl/loaders/tokenizer.py:122
repo/src/axolotl/monkeypatch/relora.py:306
repo/src/axolotl/monkeypatch/relora.py:458
repo/src/axolotl/telemetry/manager.py:178
repo/src/axolotl/train.py:243
repo/src/axolotl/train.py:249
repo/src/axolotl/train.py:362
repo/src/axolotl/train.py:372
repo/src/axolotl/train.py:505
repo/src/axolotl/utils/callbacks/__init__.py:814
repo/src/axolotl/utils/callbacks/profiler.py:69
repo/src/axolotl/utils/callbacks/profiler.py:95
repo/src/axolotl/utils/callbacks/swanlab.py:177
repo/src/axolotl/utils/callbacks/swanlab.py:223
repo/src/axolotl/utils/callbacks/tokens_per_second.py:44
repo/src/axolotl/utils/chat_templates/base.py:22
repo/src/axolotl/utils/chat_templates/base.py:51
repo/src/axolotl/utils/config/__init__.py:239
repo/src/axolotl/utils/data/lock.py:49
repo/src/axolotl/utils/data/lock.py:53
repo/src/axolotl/utils/data/lock.py:59
repo/src/axolotl/utils/data/lock.py:69
repo/src/axolotl/utils/schemas/validation.py:1162
repo/src/axolotl/utils/schemas/validation.py:1180
repo/src/axolotl/utils/schemas/validation.py:1195
repo/src/axolotl/utils/schemas/validation.py:1200
repo/src/axolotl/utils/tee.py:115
repo/src/axolotl/utils/trainer.py:675
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 22 locations
repo/src/axolotl/cli/config.py:122
repo/src/axolotl/cli/utils/fetch.py:58
repo/src/axolotl/core/trainers/grpo/async_trainer.py:1146
repo/src/axolotl/core/trainers/grpo/async_trainer.py:1157
repo/src/axolotl/integrations/kd/collator_online_teacher.py:127
repo/src/axolotl/integrations/kd/collator_online_teacher.py:297
repo/src/axolotl/integrations/nemo_gym/multi_turn.py:214
repo/src/axolotl/integrations/nemo_gym/plugin.py:78
repo/src/axolotl/integrations/nemo_gym/plugin.py:559
repo/src/axolotl/integrations/nemo_gym/plugin.py:634
repo/src/axolotl/integrations/nemo_gym/plugin.py:644
repo/src/axolotl/integrations/nemo_gym/rewards.py:86
repo/src/axolotl/integrations/nemo_gym/rewards.py:166
repo/src/axolotl/integrations/nemo_gym/rewards.py:256
repo/src/axolotl/integrations/nemo_gym/server.py:95
repo/src/axolotl/integrations/nemo_gym/server.py:116
repo/src/axolotl/integrations/nemo_gym/server.py:149
repo/src/axolotl/integrations/nemo_gym/server.py:239
repo/src/axolotl/integrations/spectrum/__init__.py:92
repo/src/axolotl/monkeypatch/trainer/trl_vllm.py:58
repo/src/axolotl/monkeypatch/trainer/trl_vllm.py:65
repo/src/axolotl/monkeypatch/trainer/trl_vllm.py:98
low egress production #03528a8dfc3d7f8d capability detected · no path traced — Hardcoded external endpoint. Review what data is sent to this destination.
repo/src/axolotl/cli/utils/fetch.py:87 
    response = requests.get(api_url, timeout=30)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

</> Dependencies

opentelemetry-sdk

python dependency
medium telemetry dependency Excluded from app score #92253d270a22f81b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:20 
from opentelemetry._logs import set_logger_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #82a0d15f3b4f95e2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:21 
from opentelemetry.environment_variables import (
    OTEL_LOGS_EXPORTER,
    OTEL_METRICS_EXPORTER,
    OTEL_PYTHON_ID_GENERATOR,
    OTEL_TRACES_EXPORTER,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #66f1b038cd50420d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:27 
from opentelemetry.metrics import set_meter_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #619d2ab260771af6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:28 
from opentelemetry.sdk._logs import (
    LoggerProvider,
    LoggingHandler,
    LogRecordProcessor,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ed49b4c599f2b6c9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:33 
from opentelemetry.sdk._logs._internal import _LoggerConfiguratorT

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5a1859b2443bfb01 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:34 
from opentelemetry.sdk._logs.export import (
    BatchLogRecordProcessor,
    LogRecordExporter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e35c4a88e9b1c056 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:38 
from opentelemetry.sdk.environment_variables import (
    _OTEL_PYTHON_LOGGING_AUTO_INSTRUMENTATION_ENABLED,
    OTEL_CONFIG_FILE,
    OTEL_EXPORTER_OTLP_LOGS_PROTOCOL,
    OTEL_EXPORTER_OTLP_METRICS_PROTOCOL,
    OTEL_EXPORTER_OTLP_PROTOCOL,
    OTEL_EXPORTER_OTLP_TRACES_PROTOCOL,
    OTEL_PYTHON_LOGGER_CONFIGURATOR,
    OTEL_PYTHON_METER_CONFIGURATOR,
    OTEL_PYTHON_TRACER_CONFIGURATOR,
    OTEL_TRACES_SAMPLER,
    OTEL_TRACES_SAMPLER_ARG,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2d8d060a6f07014d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:51 
from opentelemetry.sdk.metrics import MeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9c98b4abf485cf57 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:52 
from opentelemetry.sdk.metrics._internal import _MeterConfiguratorT

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #be06aa3925c1b5b9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:53 
from opentelemetry.sdk.metrics.export import (
    MetricExporter,
    MetricReader,
    PeriodicExportingMetricReader,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #683d46a6c0d72ceb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:58 
from opentelemetry.sdk.resources import Attributes, Resource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c2ab16320e594b68 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:59 
from opentelemetry.sdk.trace import (
    SpanProcessor,
    TracerProvider,
    _TracerConfiguratorT,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0c48917d515160d9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:64 
from opentelemetry.sdk.trace.export import BatchSpanProcessor, SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #200af9e0afc378bc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:65 
from opentelemetry.sdk.trace.id_generator import IdGenerator

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #93872b7dfe96f6a6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:66 
from opentelemetry.sdk.trace.sampling import Sampler

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #14c85a73cd6488d0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:67 
from opentelemetry.semconv.resource import ResourceAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ea6fd1626885d82a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:68 
from opentelemetry.trace import set_tracer_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bee1583679a694b2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:69 
from opentelemetry.util._importlib_metadata import entry_points

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f51f91c53815ca8c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:721 
                from opentelemetry.configuration import (  # noqa: PLC0415
                    configure_sdk,
                    load_config_file,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b1ede457776b9336 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/__init__.py:4 
from opentelemetry.sdk._logs._internal import (
    ConcurrentMultiLogRecordProcessor,
    LogDroppedAttributesWarning,
    Logger,
    LoggerProvider,
    LoggingHandler,
    LogLimits,
    LogRecordDroppedAttributesWarning,
    LogRecordLimits,
    LogRecordProcessor,
    ReadableLogRecord,
    ReadWriteLogRecord,
    SynchronousMultiLogRecordProcessor,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4b2a7d16eec7faee capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:29 
from opentelemetry._logs import Logger as APILogger

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #77c54b9f121f7fde capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:30 
from opentelemetry._logs import LoggerProvider as APILoggerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #548db44fb6a00569 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:31 
from opentelemetry._logs import (
    LogRecord,
    NoOpLogger,
    SeverityNumber,
    get_logger,
    get_logger_provider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1721e19c517a9d20 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:38 
from opentelemetry.attributes import _VALID_ANY_VALUE_TYPES, BoundedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fd4e372c23001531 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:39 
from opentelemetry.context import get_current

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4dfecbe691e98733 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:40 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #675c1186ed8bf958 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:41 
from opentelemetry.metrics import MeterProvider, get_meter_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fba3e23899fbe0bc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:42 
from opentelemetry.sdk._logs._internal._exceptions import (
    _copy_log_record_with_exception,
    _create_log_record_with_exception,
    _set_log_record_exception_attributes,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #afb60f4be2616a3b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:47 
from opentelemetry.sdk._logs._internal._logger_metrics import (
    LoggerMetricsT,
    create_logger_metrics,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ae9400a6a06222b2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:51 
from opentelemetry.sdk.environment_variables import (
    OTEL_ATTRIBUTE_COUNT_LIMIT,
    OTEL_ATTRIBUTE_VALUE_LENGTH_LIMIT,
    OTEL_LOGRECORD_ATTRIBUTE_COUNT_LIMIT,
    OTEL_LOGRECORD_ATTRIBUTE_VALUE_LENGTH_LIMIT,
    OTEL_PYTHON_SDK_INTERNAL_METRICS_ENABLED,
    OTEL_SDK_DISABLED,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b1c5dba08f0bf899 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:59 
from opentelemetry.sdk.environment_variables._internal import (
    parse_boolean_environment_variable,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #374d1f9101249415 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:62 
from opentelemetry.sdk.resources import (
    Resource,
    _get_process_dependent_resource,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8cae2ae261ef727e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:66 
from opentelemetry.sdk.util import ns_to_iso_str

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #02ff1a0a6ed4d949 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:67 
from opentelemetry.sdk.util._configurator import RuleBasedConfigurator

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #eb5493917bd63eef capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:68 
from opentelemetry.sdk.util.instrumentation import (
    InstrumentationScope,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #86ddde819bf25515 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:71 
from opentelemetry.semconv._incubating.attributes import code_attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6594927cae834e64 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:72 
from opentelemetry.semconv.attributes import exception_attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #79b2fe93a254ccf4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:73 
from opentelemetry.trace import (
    format_span_id,
    format_trace_id,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ef51a793913d13bf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:77 
from opentelemetry.util.types import AnyValue, _ExtendedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #697bc74ff3353257 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/_exceptions.py:7 
from opentelemetry._logs import LogRecord

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #38ab48ab9f69f5ac capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/_exceptions.py:8 
from opentelemetry.attributes import BoundedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dc0e180c7ff5145a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/_exceptions.py:9 
from opentelemetry.semconv.attributes import exception_attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #890f2ed9f2223603 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/_exceptions.py:10 
from opentelemetry.util.types import AnyValue, _ExtendedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9fafcc74d2adc5df capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/_logger_metrics.py:6 
from opentelemetry import metrics as metrics_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2fa03f4737a4d142 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/_logger_metrics.py:7 
from opentelemetry.semconv._incubating.metrics.otel_metrics import (
    create_otel_sdk_log_created,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9749e99742636b7a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:16 
from opentelemetry.context import (
    _ON_EMIT_RECURSION_COUNT_KEY,
    _SUPPRESS_INSTRUMENTATION_KEY,
    Context,
    attach,
    detach,
    get_value,
    set_value,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1d58101d1e4a6828 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:25 
from opentelemetry.metrics import MeterProvider, get_meter_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4dc62736955c1817 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:26 
from opentelemetry.sdk._logs import (
    LogRecordProcessor,
    ReadableLogRecord,
    ReadWriteLogRecord,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #36574bcb7573838b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:31 
from opentelemetry.sdk._shared_internal import (
    BatchProcessor,
    DuplicateFilter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #343a6ea80d628cfd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:35 
from opentelemetry.sdk._shared_internal._processor_metrics import (
    create_processor_metrics,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fdeda2345b7a2ab0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:38 
from opentelemetry.sdk.environment_variables import (
    OTEL_BLRP_EXPORT_TIMEOUT,
    OTEL_BLRP_MAX_EXPORT_BATCH_SIZE,
    OTEL_BLRP_MAX_QUEUE_SIZE,
    OTEL_BLRP_SCHEDULE_DELAY,
    OTEL_PYTHON_SDK_INTERNAL_METRICS_ENABLED,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #94a29bdd9071c3a1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:45 
from opentelemetry.sdk.environment_variables._internal import (
    parse_boolean_environment_variable,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d3868f240c540139 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:48 
from opentelemetry.sdk.resources import Resource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fb8ce277dbe8af2f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:49 
from opentelemetry.semconv._incubating.attributes.otel_attributes import (
    OtelComponentTypeValues,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d7cf99a4a6289ccf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/in_memory_log_exporter.py:9 
from opentelemetry.sdk._logs import ReadableLogRecord

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f02bf5736a137536 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/in_memory_log_exporter.py:10 
from opentelemetry.sdk._logs.export import (
    LogRecordExporter,
    LogRecordExportResult,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #16438e1425627297 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/export/__init__.py:4 
from opentelemetry.sdk._logs._internal.export import (
    BatchLogRecordProcessor,
    ConsoleLogExporter,
    ConsoleLogRecordExporter,
    LogExporter,
    LogExportResult,
    LogRecordExporter,
    LogRecordExportResult,
    SimpleLogRecordProcessor,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #79580198e545d54b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/export/__init__.py:16 
from opentelemetry.sdk._logs._internal.export.in_memory_log_exporter import (
    InMemoryLogExporter,
    InMemoryLogRecordExporter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9a5f32abc5626f3e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_shared_internal/__init__.py:21 
from opentelemetry.context import (
    _SUPPRESS_INSTRUMENTATION_KEY,
    attach,
    detach,
    set_value,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bb196de072986ac1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_shared_internal/__init__.py:27 
from opentelemetry.sdk._shared_internal._processor_metrics import (
    ProcessorMetricsT,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fd9487cffc9e6aea capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_shared_internal/__init__.py:30 
from opentelemetry.util._once import Once

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f76369f5792470cb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_shared_internal/_processor_metrics.py:10 
from opentelemetry.metrics import CallbackOptions, MeterProvider, Observation

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #40c830e22f8ae8e9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_shared_internal/_processor_metrics.py:11 
from opentelemetry.semconv._incubating.attributes.otel_attributes import (
    OTEL_COMPONENT_NAME,
    OTEL_COMPONENT_TYPE,
    OtelComponentTypeValues,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e3ad02d222bff04a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_shared_internal/_processor_metrics.py:16 
from opentelemetry.semconv._incubating.metrics.otel_metrics import (
    OTEL_SDK_PROCESSOR_LOG_QUEUE_SIZE,
    OTEL_SDK_PROCESSOR_SPAN_QUEUE_SIZE,
    create_otel_sdk_processor_log_processed,
    create_otel_sdk_processor_log_queue_capacity,
    create_otel_sdk_processor_span_processed,
    create_otel_sdk_processor_span_queue_capacity,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #253ea35e3f2f2073 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/_shared_internal/_processor_metrics.py:24 
from opentelemetry.semconv.attributes.error_attributes import ERROR_TYPE

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f14cfc386a1a967b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/error_handler/__init__.py:54 
from opentelemetry.util._importlib_metadata import entry_points

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1b913d088d414631 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/__init__.py:5 
from opentelemetry.sdk.metrics import export, view

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #710a44301f9a9203 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/__init__.py:6 
from opentelemetry.sdk.metrics._internal import Meter, MeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d579e98f3b344d5d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/__init__.py:7 
from opentelemetry.sdk.metrics._internal.exceptions import MetricsTimeoutError

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ea7c8cabcf45434e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/__init__.py:8 
from opentelemetry.sdk.metrics._internal.exemplar import (
    AlignedHistogramBucketExemplarReservoir,
    AlwaysOffExemplarFilter,
    AlwaysOnExemplarFilter,
    Exemplar,
    ExemplarFilter,
    ExemplarReservoir,
    SimpleFixedSizeExemplarReservoir,
    TraceBasedExemplarFilter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5e7f2216a59d688c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/__init__.py:18 
from opentelemetry.sdk.metrics._internal.instrument import (
    Counter,
    Histogram,
    ObservableCounter,
    ObservableGauge,
    ObservableUpDownCounter,
    UpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3f4feffbeac57af6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/__init__.py:26 
from opentelemetry.sdk.metrics._internal.instrument import Gauge as _Gauge

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2659b8c1d81c262b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:15 
import opentelemetry.sdk.metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8be4a162e115b5ab capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:16 
from opentelemetry.metrics import Counter as APICounter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #525f480cfaaf7e5d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:17 
from opentelemetry.metrics import Histogram as APIHistogram

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bf387e8e3d1bec15 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:18 
from opentelemetry.metrics import Meter as APIMeter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #da6f63fddf222a8e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:19 
from opentelemetry.metrics import MeterProvider as APIMeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #59ca9af6e1338925 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:20 
from opentelemetry.metrics import NoOpMeter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1f18095b1b15b0b1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:21 
from opentelemetry.metrics import ObservableCounter as APIObservableCounter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8f4f0d09f4e1a120 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:22 
from opentelemetry.metrics import ObservableGauge as APIObservableGauge

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4a6509ac2473ccdf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:23 
from opentelemetry.metrics import (
    ObservableUpDownCounter as APIObservableUpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9e17d97b4644668a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:26 
from opentelemetry.metrics import UpDownCounter as APIUpDownCounter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f617239473a3a066 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:27 
from opentelemetry.metrics import _Gauge as APIGauge

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #203bb776e2782768 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:28 
from opentelemetry.sdk.environment_variables import (
    OTEL_METRICS_EXEMPLAR_FILTER,
    OTEL_SDK_DISABLED,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #722687d4a477ef9e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:32 
from opentelemetry.sdk.metrics._internal.exceptions import MetricsTimeoutError

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ce8f9f3e0bfd40b7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:33 
from opentelemetry.sdk.metrics._internal.exemplar import (
    AlwaysOffExemplarFilter,
    AlwaysOnExemplarFilter,
    ExemplarFilter,
    TraceBasedExemplarFilter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1609ca275a7119a6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:39 
from opentelemetry.sdk.metrics._internal.instrument import (
    _Counter,
    _Gauge,
    _Histogram,
    _ObservableCounter,
    _ObservableGauge,
    _ObservableUpDownCounter,
    _UpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b04a4f0bbdcbe4fb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:48 
from opentelemetry.sdk.metrics._internal.measurement_consumer import (
    MeasurementConsumer,
    SynchronousMeasurementConsumer,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #65db084cd0745cf6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:52 
from opentelemetry.sdk.metrics._internal.sdk_configuration import (
    SdkConfiguration,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #56a09778de477a50 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:55 
from opentelemetry.sdk.resources import (
    Resource,
    _get_process_dependent_resource,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #74e0eb2aa23049fc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:59 
from opentelemetry.sdk.util._configurator import RuleBasedConfigurator

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #357c7e2909f05461 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:60 
from opentelemetry.sdk.util.instrumentation import (
    InstrumentationScope,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #95c06710834ba907 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:63 
from opentelemetry.util._once import Once

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9e7ae7b102d56056 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:64 
from opentelemetry.util.types import (
    Attributes,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #168e202ec6fc48d1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/_view_instrument_match.py:11 
from opentelemetry.sdk.metrics._internal.aggregation import (
    Aggregation,
    AggregationTemporality,
    DefaultAggregation,
    _Aggregation,
    _SumAggregation,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #eba312508d2ae154 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/_view_instrument_match.py:18 
from opentelemetry.sdk.metrics._internal.instrument import _Instrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6f47669be9af7b8f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/_view_instrument_match.py:19 
from opentelemetry.sdk.metrics._internal.measurement import Measurement

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c1a018ca7acafe47 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/_view_instrument_match.py:20 
from opentelemetry.sdk.metrics._internal.point import DataPointT

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b44c68a9dd759a12 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/_view_instrument_match.py:21 
from opentelemetry.sdk.metrics._internal.view import View

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7edb138e9115f7c4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:20 
from opentelemetry.metrics import (
    Asynchronous,
    Counter,
    Histogram,
    ObservableCounter,
    ObservableGauge,
    ObservableUpDownCounter,
    Synchronous,
    UpDownCounter,
    _Gauge,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b0566be4d607b005 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:31 
from opentelemetry.sdk.metrics._internal.exemplar import (
    Exemplar,
    ExemplarReservoirBuilder,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3ce684b998c0e73a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:35 
from opentelemetry.sdk.metrics._internal.exponential_histogram.buckets import (
    Buckets,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1be339b5724f771e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:38 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping import (
    Mapping,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #38f7e94feda73604 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:41 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping.exponent_mapping import (
    ExponentMapping,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b6d10827f7f97d32 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:44 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping.logarithm_mapping import (
    LogarithmMapping,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f8a37951f97de350 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:47 
from opentelemetry.sdk.metrics._internal.instrument import _Instrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #92e6d6ad9dc7cd5f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:48 
from opentelemetry.sdk.metrics._internal.measurement import Measurement

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1299d91c720692be capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:49 
from opentelemetry.sdk.metrics._internal.point import Buckets as BucketsPoint

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4edb22867cb07fb0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:50 
from opentelemetry.sdk.metrics._internal.point import (
    ExponentialHistogramDataPoint,
    HistogramDataPoint,
    NumberDataPoint,
    Sum,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #952b1a185d33d049 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:56 
from opentelemetry.sdk.metrics._internal.point import Gauge as GaugePoint

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ca3e45efe1415733 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:57 
from opentelemetry.sdk.metrics._internal.point import (
    Histogram as HistogramPoint,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a2865f3111bedfd6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/aggregation.py:60 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9cbadbd08543a1b1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar.py:6 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1e42fec6ddf84dd7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_filter.py:6 
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #888c5d33b6172e8d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_filter.py:7 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9303b57c21c731ad capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_filter.py:8 
from opentelemetry.trace.span import INVALID_SPAN

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8f7104853f107a45 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_filter.py:9 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #175529d48572e383 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_reservoir.py:12 
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a68adb1764884d46 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_reservoir.py:13 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d46b626c530a53a2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_reservoir.py:14 
from opentelemetry.trace.span import INVALID_SPAN

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1a3b5d3b6fc9b7e9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exemplar/exemplar_reservoir.py:15 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1baa7643b88bffe1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exponential_histogram/mapping/exponent_mapping.py:7 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping import (
    Mapping,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3bb41e3b5802b14c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exponential_histogram/mapping/exponent_mapping.py:10 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping.errors import (
    MappingOverflowError,
    MappingUnderflowError,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9d732e543328a2df capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exponential_histogram/mapping/exponent_mapping.py:14 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping.ieee_754 import (
    MANTISSA_WIDTH,
    MAX_NORMAL_EXPONENT,
    MIN_NORMAL_EXPONENT,
    MIN_NORMAL_VALUE,
    get_ieee_754_exponent,
    get_ieee_754_mantissa,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #abfe0dd6c014a8d1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exponential_histogram/mapping/logarithm_mapping.py:7 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping import (
    Mapping,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4fa25d2457456c5a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exponential_histogram/mapping/logarithm_mapping.py:10 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping.errors import (
    MappingOverflowError,
    MappingUnderflowError,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8628eec068a06879 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/exponential_histogram/mapping/logarithm_mapping.py:14 
from opentelemetry.sdk.metrics._internal.exponential_histogram.mapping.ieee_754 import (
    MAX_NORMAL_EXPONENT,
    MIN_NORMAL_EXPONENT,
    MIN_NORMAL_VALUE,
    get_ieee_754_exponent,
    get_ieee_754_mantissa,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d0a89b690fa9aab6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:21 
import opentelemetry.sdk.metrics._internal

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4f4d85ba31cae88c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:22 
from opentelemetry.context import (
    _SUPPRESS_INSTRUMENTATION_KEY,
    attach,
    detach,
    set_value,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fb9ca95e3b00a5d9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:28 
from opentelemetry.metrics import MeterProvider, NoOpMeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5b181fb89c9be1c7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:29 
from opentelemetry.sdk.environment_variables import (
    OTEL_METRIC_EXPORT_INTERVAL,
    OTEL_METRIC_EXPORT_TIMEOUT,
    OTEL_PYTHON_SDK_INTERNAL_METRICS_ENABLED,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #710b783d5b6f8fee capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:34 
from opentelemetry.sdk.environment_variables._internal import (
    parse_boolean_environment_variable,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #319bc0de3c980961 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:37 
from opentelemetry.sdk.metrics._internal.aggregation import (
    AggregationTemporality,
    DefaultAggregation,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #012f1c8a28d6b37c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:41 
from opentelemetry.sdk.metrics._internal.exceptions import MetricsTimeoutError

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e8f1063b5eb4a86b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:42 
from opentelemetry.sdk.metrics._internal.instrument import (
    Counter,
    Gauge,
    Histogram,
    ObservableCounter,
    ObservableGauge,
    ObservableUpDownCounter,
    UpDownCounter,
    _Counter,
    _Gauge,
    _Histogram,
    _ObservableCounter,
    _ObservableGauge,
    _ObservableUpDownCounter,
    _UpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f9abf09d43bbac8c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:58 
from opentelemetry.sdk.metrics._internal.point import MetricsData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #95b23cf79606f102 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:59 
from opentelemetry.semconv._incubating.attributes.otel_attributes import (
    OtelComponentTypeValues,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #09abb353abdb91d9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:62 
from opentelemetry.util._once import Once

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f01ac14b629831b9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/_metric_reader_metrics.py:7 
from opentelemetry.metrics import MeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1e55b4ab42531f35 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/_metric_reader_metrics.py:8 
from opentelemetry.semconv._incubating.attributes.otel_attributes import (
    OTEL_COMPONENT_NAME,
    OTEL_COMPONENT_TYPE,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #abebc1ddd84cbd22 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/_metric_reader_metrics.py:12 
from opentelemetry.semconv._incubating.metrics.otel_metrics import (
    create_otel_sdk_metric_reader_collection_duration,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a5fc48f1e5d59d7c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:19 
from opentelemetry.context import Context, get_current

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #64c22d327733b555 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:20 
from opentelemetry.metrics import Asynchronous, CallbackT, Synchronous

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #60c90ae355897840 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:21 
from opentelemetry.metrics import Counter as APICounter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7703cb0a9faaccd1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:22 
from opentelemetry.metrics import Histogram as APIHistogram

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ec181eeb910d9c6c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:23 
from opentelemetry.metrics import ObservableCounter as APIObservableCounter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b598fa251ffb5115 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:24 
from opentelemetry.metrics import ObservableGauge as APIObservableGauge

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4e3d35fcc58035c3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:25 
from opentelemetry.metrics import (
    ObservableUpDownCounter as APIObservableUpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #84fa472f39f97436 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:28 
from opentelemetry.metrics import UpDownCounter as APIUpDownCounter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e1206aa2fb3f7326 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:29 
from opentelemetry.metrics import _Gauge as APIGauge

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1fa0f3c69333ae98 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:30 
from opentelemetry.metrics._internal.instrument import (
    CallbackOptions,
    _MetricsHistogramAdvisory,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f38bee68bfb97997 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:34 
from opentelemetry.sdk.metrics._internal.measurement import Measurement

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3baa3faa6e501672 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:37 
    from opentelemetry.sdk.metrics._internal import (
        _ProxyMeterConfig,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3a86540747d16a36 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:40 
    from opentelemetry.sdk.metrics._internal.measurement_consumer import (
        MeasurementConsumer,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b7b23c4b6ff4d257 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/instrument.py:43 
    from opentelemetry.sdk.util.instrumentation import InstrumentationScope

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1e75166c56028f61 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement.py:9 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fc0309784f527bf9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement.py:10 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9810ac79ba8fa9dd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement.py:13 
    from opentelemetry.sdk.metrics._internal.instrument import _Instrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #05fe0924e57752a7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement_consumer.py:12 
import opentelemetry.sdk.metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #751308141c28a37f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement_consumer.py:13 
import opentelemetry.sdk.metrics._internal.instrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a91df0c4d7fe036d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement_consumer.py:14 
from opentelemetry.metrics._internal.instrument import CallbackOptions

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0027753211cf2516 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement_consumer.py:15 
from opentelemetry.sdk.metrics._internal.exceptions import MetricsTimeoutError

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4dc779a3976810ca capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement_consumer.py:16 
from opentelemetry.sdk.metrics._internal.measurement import Measurement

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e3240a65313c20c8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement_consumer.py:17 
from opentelemetry.sdk.metrics._internal.metric_reader_storage import (
    MetricReaderStorage,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #15ff561b0149b20a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/measurement_consumer.py:20 
from opentelemetry.sdk.metrics._internal.point import MetricsData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #81c8f2d9e9a4a328 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:8 
from opentelemetry.metrics import (
    Asynchronous,
    Counter,
    ObservableCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2fb9044b05fb7477 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:13 
from opentelemetry.sdk.metrics._internal._view_instrument_match import (
    _ViewInstrumentMatch,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #041c632eca0a5537 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:16 
from opentelemetry.sdk.metrics._internal.aggregation import (
    Aggregation,
    AggregationTemporality,
    ExplicitBucketHistogramAggregation,
    _DropAggregation,
    _ExplicitBucketHistogramAggregation,
    _ExponentialBucketHistogramAggregation,
    _LastValueAggregation,
    _SumAggregation,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8d9ae6b4a36891a8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:26 
from opentelemetry.sdk.metrics._internal.instrument import _Instrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #46fed619431bd2a0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:27 
from opentelemetry.sdk.metrics._internal.measurement import Measurement

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #095a7d7af0bc7194 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:28 
from opentelemetry.sdk.metrics._internal.point import (
    ExponentialHistogram,
    Gauge,
    Histogram,
    Metric,
    MetricsData,
    ResourceMetrics,
    ScopeMetrics,
    Sum,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7f4115516e235ebc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:38 
from opentelemetry.sdk.metrics._internal.sdk_configuration import (
    SdkConfiguration,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #59e9808d701e80e8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:41 
from opentelemetry.sdk.metrics._internal.view import View

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0bd7b0008c3a0ad7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/metric_reader_storage.py:42 
from opentelemetry.sdk.util.instrumentation import InstrumentationScope

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8b973a183f1d1591 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/point.py:11 
import opentelemetry.sdk.metrics._internal

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #94a474ccd341384d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/point.py:12 
from opentelemetry.sdk.metrics._internal.exemplar import Exemplar

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #56ac3c9e8bb0bd49 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/point.py:13 
from opentelemetry.sdk.resources import Resource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c69101d76a499e6b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/point.py:14 
from opentelemetry.sdk.util.instrumentation import InstrumentationScope

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b07d737418cce1bf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/point.py:15 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d8ee4faa8d2deb86 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/sdk_configuration.py:10 
import opentelemetry.sdk.metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9a9a33f56fc7f18f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/sdk_configuration.py:11 
import opentelemetry.sdk.resources

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #96e106d4d35c28a2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/view.py:9 
from opentelemetry.metrics import Instrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d7e97479024a0246 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/view.py:10 
from opentelemetry.sdk.metrics._internal.aggregation import (
    Aggregation,
    DefaultAggregation,
    _Aggregation,
    _ExplicitBucketHistogramAggregation,
    _ExponentialBucketHistogramAggregation,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dc32790324ab491c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/view.py:17 
from opentelemetry.sdk.metrics._internal.exemplar import (
    AlignedHistogramBucketExemplarReservoir,
    ExemplarReservoirBuilder,
    SimpleFixedSizeExemplarReservoir,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #35cd6fb06cde9cd6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/view.py:22 
from opentelemetry.sdk.metrics._internal.instrument import _Instrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #32f33ef03d4873fe capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/export/__init__.py:5 
from opentelemetry.sdk.metrics._internal.aggregation import (
    AggregationTemporality,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a45ab4f09f437cb2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/export/__init__.py:8 
from opentelemetry.sdk.metrics._internal.export import (
    ConsoleMetricExporter,
    InMemoryMetricReader,
    MetricExporter,
    MetricExportResult,
    MetricReader,
    PeriodicExportingMetricReader,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #df29c07e9ed609aa capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/export/__init__.py:18 
from opentelemetry.sdk.metrics._internal.point import (  # noqa: F401
    Buckets,
    DataPointT,
    DataT,
    ExponentialHistogram,
    ExponentialHistogramDataPoint,
    Gauge,
    Histogram,
    HistogramDataPoint,
    Metric,
    MetricsData,
    NumberDataPoint,
    ResourceMetrics,
    ScopeMetrics,
    Sum,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #849a8c0bcd0b809a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/view/__init__.py:4 
from opentelemetry.sdk.metrics._internal.aggregation import (
    Aggregation,
    DefaultAggregation,
    DropAggregation,
    ExplicitBucketHistogramAggregation,
    ExponentialBucketHistogramAggregation,
    LastValueAggregation,
    SumAggregation,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #afc0db817cba89cd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/view/__init__.py:13 
from opentelemetry.sdk.metrics._internal.view import View

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0ff836a22ed94882 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:67 
from opentelemetry.attributes import BoundedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #820483dc97bf4f49 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:68 
from opentelemetry.sdk.environment_variables import (
    OTEL_EXPERIMENTAL_RESOURCE_DETECTORS,
    OTEL_RESOURCE_ATTRIBUTES,
    OTEL_SERVICE_NAME,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #48cd0e013250aa09 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:73 
from opentelemetry.sdk.version import (
    __version__ as _OPENTELEMETRY_SDK_VERSION,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9d28b407725c3a26 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:76 
from opentelemetry.semconv.resource import ResourceAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e5f6d345993257dd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:77 
from opentelemetry.util.types import AttributeValue

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ef0c107b826ffc12 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:571 
    from opentelemetry.util._importlib_metadata import (  # noqa: PLC0415
        entry_points,  # type: ignore[reportUnknownVariableType]

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4efaead6cacd4b07 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:33 
from opentelemetry import context as context_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1bc98fa2eb53aa35 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:34 
from opentelemetry import metrics as metrics_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bd983b528d2709f0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:35 
from opentelemetry import trace as trace_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #be158bce74002ad7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:36 
from opentelemetry.attributes import BoundedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #20ba4f7825a0ce7f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:37 
from opentelemetry.sdk import util

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #018ac271301f898d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:38 
from opentelemetry.sdk.environment_variables import (
    OTEL_ATTRIBUTE_COUNT_LIMIT,
    OTEL_ATTRIBUTE_VALUE_LENGTH_LIMIT,
    OTEL_EVENT_ATTRIBUTE_COUNT_LIMIT,
    OTEL_LINK_ATTRIBUTE_COUNT_LIMIT,
    OTEL_PYTHON_SDK_INTERNAL_METRICS_ENABLED,
    OTEL_SDK_DISABLED,
    OTEL_SPAN_ATTRIBUTE_COUNT_LIMIT,
    OTEL_SPAN_ATTRIBUTE_VALUE_LENGTH_LIMIT,
    OTEL_SPAN_EVENT_COUNT_LIMIT,
    OTEL_SPAN_LINK_COUNT_LIMIT,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1b9a47ca3801aec9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:50 
from opentelemetry.sdk.environment_variables._internal import (
    parse_boolean_environment_variable,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #94cb7d91333f237b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:53 
from opentelemetry.sdk.resources import (
    Resource,
    _get_process_dependent_resource,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3a5054fa3b6dab13 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:57 
from opentelemetry.sdk.trace import sampling

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #afea6e4901af1698 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:58 
from opentelemetry.sdk.trace._tracer_metrics import create_tracer_metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #717f976376948628 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:59 
from opentelemetry.sdk.trace.id_generator import IdGenerator, RandomIdGenerator

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1ad45a2ab5dc30cd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:60 
from opentelemetry.sdk.util import BoundedList

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6559ff3186bb1085 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:61 
from opentelemetry.sdk.util._configurator import RuleBasedConfigurator

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f78328120848449b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:62 
from opentelemetry.sdk.util.instrumentation import (
    InstrumentationInfo,
    InstrumentationScope,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0077146a6e2b0e57 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:66 
from opentelemetry.semconv.attributes.exception_attributes import (
    EXCEPTION_ESCAPED,
    EXCEPTION_MESSAGE,
    EXCEPTION_STACKTRACE,
    EXCEPTION_TYPE,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #689a7924351bacb0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:72 
from opentelemetry.trace import NoOpTracer, SpanContext

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0aaefafb463eb79f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:73 
from opentelemetry.trace.status import Status, StatusCode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e8ae8fa616a590f8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:74 
from opentelemetry.util import types

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a7127d2ad62abd3f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:75 
from opentelemetry.util._decorator import _agnosticcontextmanager

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #caedba7b68d9fdc0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_always_off.py:8 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #37d6b9ef26af210b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_always_off.py:9 
from opentelemetry.trace import Link, SpanKind, TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9c56cb2493485fd7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_always_off.py:10 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9a73d0a90d16c94f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_always_on.py:8 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #89342054e34a0b52 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_always_on.py:9 
from opentelemetry.trace import Link, SpanKind, TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5affe06c93fa9d23 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_always_on.py:10 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #852aa49a36161bb2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_composable.py:10 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2f1d4713701288b1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_composable.py:11 
from opentelemetry.trace import Link, SpanKind, TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #30252c0781a23868 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_composable.py:12 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ea91b90403c4c8fc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_parent_threshold.py:8 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8239d81a5468384f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_parent_threshold.py:9 
from opentelemetry.trace import Link, SpanKind, TraceState, get_current_span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #82b6511fc1a9e5d0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_parent_threshold.py:10 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a4b508219f495358 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_rule_based.py:11 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #62e670baed055f70 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_rule_based.py:12 
from opentelemetry.trace import (
    Link,
    SpanKind,
    TraceState,
    get_current_span,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a0f155125546744e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_rule_based.py:18 
from opentelemetry.util.types import AnyValue, Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9e081be5162feb3f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_sampler.py:8 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f668f862b1394f29 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_sampler.py:9 
from opentelemetry.sdk.trace.sampling import Decision, Sampler, SamplingResult

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6c92b6c76c2bb9e4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_sampler.py:10 
from opentelemetry.trace import Link, SpanKind, TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f68afffca58d4e13 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_sampler.py:11 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #83c9d7a1a29ecbfb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_trace_state.py:9 
from opentelemetry.trace import TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f49b9b626fbcd657 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_traceid_ratio.py:8 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #95410c0330b4e2d7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_traceid_ratio.py:9 
from opentelemetry.trace import Link, SpanKind, TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8cc944ddb6dd9a58 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_sampling_experimental/_traceid_ratio.py:10 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7d7434b1d1a0b004 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_tracer_metrics.py:9 
from opentelemetry import metrics as metrics_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #92e2e46e4cd6fa8a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_tracer_metrics.py:10 
from opentelemetry.sdk.trace.sampling import Decision

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bd281f1bacce0505 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_tracer_metrics.py:11 
from opentelemetry.semconv._incubating.attributes.otel_attributes import (
    OTEL_SPAN_PARENT_ORIGIN,
    OTEL_SPAN_SAMPLING_RESULT,
    OtelSpanSamplingResultValues,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #455f2168567c6ea5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_tracer_metrics.py:16 
from opentelemetry.semconv._incubating.metrics.otel_metrics import (
    create_otel_sdk_span_live,
    create_otel_sdk_span_started,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3f0aa9c76c59b12f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/_tracer_metrics.py:20 
from opentelemetry.trace.span import SpanContext

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #beb28bbca7cf554a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:12 
from opentelemetry.context import (
    _SUPPRESS_INSTRUMENTATION_KEY,
    Context,
    attach,
    detach,
    set_value,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #00d8f06eeab819ae capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:19 
from opentelemetry.metrics import MeterProvider, get_meter_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #315745462b9e8a6d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:20 
from opentelemetry.sdk._shared_internal import (
    BatchProcessor,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cde343176765f427 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:23 
from opentelemetry.sdk._shared_internal._processor_metrics import (
    create_processor_metrics,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #04ba7ed8ad666874 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:26 
from opentelemetry.sdk.environment_variables import (
    OTEL_BSP_EXPORT_TIMEOUT,
    OTEL_BSP_MAX_EXPORT_BATCH_SIZE,
    OTEL_BSP_MAX_QUEUE_SIZE,
    OTEL_BSP_SCHEDULE_DELAY,
    OTEL_PYTHON_SDK_INTERNAL_METRICS_ENABLED,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #52312b9dbc6996da capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:33 
from opentelemetry.sdk.environment_variables._internal import (
    parse_boolean_environment_variable,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5ebb2f5bfa85d496 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:36 
from opentelemetry.sdk.trace import ReadableSpan, Span, SpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #667cbdd676026cf4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:37 
from opentelemetry.semconv._incubating.attributes.otel_attributes import (
    OtelComponentTypeValues,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #03da5468e8d9c908 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/in_memory_span_exporter.py:8 
from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8dbbaefa0b4de20e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/in_memory_span_exporter.py:9 
from opentelemetry.sdk.trace.export import SpanExporter, SpanExportResult

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #97d0a38f0a6d733e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/id_generator.py:7 
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #93c6c8efd67b5c91 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/sampling.py:135 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c9283e0e4ed44cd1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/sampling.py:136 
from opentelemetry.sdk.environment_variables import (
    OTEL_TRACES_SAMPLER,
    OTEL_TRACES_SAMPLER_ARG,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c9a7f0015c112c42 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/sampling.py:140 
from opentelemetry.trace import Link, SpanKind, get_current_span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #59d982602befcbb3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/sampling.py:141 
from opentelemetry.trace.span import TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #deac6588f72a75af capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/sampling.py:142 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fca3c452faf22678 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/util/__init__.pyi:28 
from opentelemetry.util.types import AttributesAsKey, AttributeValue

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #565d726a2b4ded63 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/util/_configurator.py:6 
from opentelemetry.sdk.util.instrumentation import (
    InstrumentationScope,
    _InstrumentationScopePredicateT,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #436f83776518d24f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/util/instrumentation.py:9 
from opentelemetry.attributes import BoundedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ca7d578b997be04a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/sdk/util/instrumentation.py:10 
from opentelemetry.util.types import (  # TODO: see if we can remove F401 when using new sphinx version # noqa: F401 # pylint: disable=unused-import
    AnyValue,
    Attributes,
    _ExtendedAttributes,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 44 low-confidence finding(s)
low env_fs — Environment-variable access. 44 locations
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:154
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:158
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:162
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:166
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:170
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:184
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:184
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:186
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:220
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:492
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:500
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:649
pkgs/python/[email protected]/src/opentelemetry/sdk/_configuration/__init__.py:710
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:202
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:205
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/__init__.py:835
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:363
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:377
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:377
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:393
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:393
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:410
pkgs/python/[email protected]/src/opentelemetry/sdk/_logs/_internal/export/__init__.py:410
pkgs/python/[email protected]/src/opentelemetry/sdk/environment_variables/_internal.py:13
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:493
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/__init__.py:504
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:498
pkgs/python/[email protected]/src/opentelemetry/sdk/metrics/_internal/export/__init__.py:508
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:315
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:332
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:557
pkgs/python/[email protected]/src/opentelemetry/sdk/resources/__init__.py:557
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:738
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:741
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/__init__.py:1341
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:242
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:256
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:256
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:272
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:272
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:289
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/export/__init__.py:289
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/sampling.py:421
pkgs/python/[email protected]/src/opentelemetry/sdk/trace/sampling.py:430

mlflow

python dependency
medium telemetry dependency Excluded from app score #c706ff3648db8051 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/agno/autolog_v2.py:51 
        from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a27bedbad4ea8ceb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/agno/autolog_v2.py:52 
        from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c033235f8147c7b2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/agno/autolog_v2.py:53 
        from opentelemetry.sdk.trace import TracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7f508660a1ecf090 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/agno/autolog_v2.py:54 
        from opentelemetry.sdk.trace.export import BatchSpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9deb957444091af6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/autogen/chat.py:4 
from opentelemetry.sdk.trace import Span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium pii_flow dependency Excluded from app score #a88495df9d54945a — A credential read from the environment/filesystem is applied as authorization on the same outbound request (auth header). This is intentional authentication, not unexpected data exfiltration.
pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:176 · flow /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:171 → /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:176 
                headers=request_header,

A credential (read from the environment/filesystem, or parsed from the request URL) is applied as authorization on the same outbound request. This is intentional authentication to the service the credential belongs to, not unexpected data exfiltration.

Fix: Confirm the destination is the credential's own service; scope the credential and avoid logging it. No action if this is the intended authenticated API call.
medium pii_flow dependency Excluded from app score #d2db61bc48811f78 — A credential read from the environment/filesystem is applied as authorization on the same outbound request (auth header). This is intentional authentication, not unexpected data exfiltration.
pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:203 · flow /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:198 → /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:203 
                headers=request_header,

A credential (read from the environment/filesystem, or parsed from the request URL) is applied as authorization on the same outbound request. This is intentional authentication to the service the credential belongs to, not unexpected data exfiltration.

Fix: Confirm the destination is the credential's own service; scope the credential and avoid logging it. No action if this is the intended authenticated API call.
medium telemetry dependency Excluded from app score #0c294c36af3d6d35 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:8 
from opentelemetry.proto.resource.v1.resource_pb2 import Resource as OTelProtoResource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a06b30dbe87d48c8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:9 
from opentelemetry.proto.trace.v1.trace_pb2 import Span as OTelProtoSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #40ab4a8de84ce630 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:10 
from opentelemetry.proto.trace.v1.trace_pb2 import Status as OTelProtoStatus

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #585d9657e29c4648 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:11 
from opentelemetry.sdk.resources import Resource as _OTelResource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #014fd70f8020b7e7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:12 
from opentelemetry.sdk.trace import Event as OTelEvent

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #53e1349c93b8cbf8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:13 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #73590383f1d80620 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:14 
from opentelemetry.trace import NonRecordingSpan, SpanContext, TraceFlags

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #440ab48695aee6b6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:15 
from opentelemetry.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8b0bfb0e9850d0e2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:16 
from opentelemetry.trace import Status as OTelStatus

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a35accd5d6512336 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span.py:17 
from opentelemetry.trace import StatusCode as OTelStatusCode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d82dc0059a1d04aa capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span_event.py:7 
from opentelemetry.util.types import AttributeValue

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a9d5d494ee4f413b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span_event.py:76 
        from opentelemetry.proto.trace.v1.trace_pb2 import Span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #160f71d8bc6aaaa8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span_status.py:6 
from opentelemetry import trace as trace_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2456ae2358d5efa7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/span_status.py:7 
from opentelemetry.proto.trace.v1.trace_pb2 import Status as OtelStatus

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4d71121d00239b26 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/trace_state.py:3 
from opentelemetry import trace as trace_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #299339f6cf924199 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/entities/trace_status.py:3 
from opentelemetry import trace as trace_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #557b2e887f5a863e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/genai/utils/llm_utils.py:191 
        token_counter.track(response)

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d9ca725eb53e9cf8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/genai/utils/llm_utils.py:246 
        token_counter.track(response)

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0c1a3bed533c21bd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/genai/utils/trace_utils.py:12 
from opentelemetry.trace import NoOpTracer

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #39cb907e6e439ca7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/haystack/autolog.py:7 
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3c4b2ea0ccf905c4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/haystack/autolog.py:8 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cdf21a49e4e8a540 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/haystack/autolog.py:9 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7469d32bf9c840db capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/haystack/autolog.py:10 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e2f0373fde9ef872 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/haystack/autolog.py:11 
from opentelemetry.sdk.trace import TracerProvider as SDKTracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7e4f537bad3b4ab8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/haystack/autolog.py:12 
from opentelemetry.sdk.trace.export import SimpleSpanProcessor, SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b72189dcdedd3e57 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/haystack/autolog.py:13 
from opentelemetry.trace import (
    NoOpTracerProvider,
    ProxyTracerProvider,
    get_tracer_provider,
    set_tracer_provider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a7cfc057988b5d52 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/keras/save.py:93 
    export_archive.track(model)

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #99e8731a7ceb6bfb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:19 
from opentelemetry import trace as otel_trace_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fb743297730bb243 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:20 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a81286b02e6b759a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:21 
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a74016186b5ee3df capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:22 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a3da3be8a4084a92 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:23 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1f871cbc9bb61a05 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:24 
from opentelemetry.sdk.trace import SpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #869786b587256a36 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:25 
from opentelemetry.sdk.trace import TracerProvider as SdkTracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #11b5100f27f08c02 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/otel/__init__.py:26 
from opentelemetry.sdk.trace.export import BatchSpanProcessor, SimpleSpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4f609f17b06eda15 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/protos/databricks_tracing_pb2.py:25 
  from opentelemetry.proto.trace.v1 import trace_pb2 as opentelemetry_dot_proto_dot_trace_dot_v1_dot_trace__pb2

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #561c8a8e90bf76bc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/protos/databricks_tracing_pb2.py:331 
  from opentelemetry.proto.trace.v1 import trace_pb2 as opentelemetry_dot_proto_dot_trace_dot_v1_dot_trace__pb2

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cf3105ed98cec980 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/protos/databricks_tracing_pb2.pyi:7 
from opentelemetry.proto.trace.v1 import trace_pb2 as _trace_pb2

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d7b92a7de969b29a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/protos/service_pb2.py:27 
  from opentelemetry.proto.trace.v1 import trace_pb2 as opentelemetry_dot_proto_dot_trace_dot_v1_dot_trace__pb2

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d91005053aeef5fa capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/protos/service_pb2.py:1454 
  from opentelemetry.proto.trace.v1 import trace_pb2 as opentelemetry_dot_proto_dot_trace_dot_v1_dot_trace__pb2

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #526decace1cc992c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/protos/service_pb2.pyi:9 
from opentelemetry.proto.trace.v1 import trace_pb2 as _trace_pb2

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9b9d5136b60f96e3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/autolog.py:4 
from opentelemetry import trace as otel_trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ee444d0519cc586b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/autolog.py:5 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5b08a08c0d2609f2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/autolog.py:6 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #aef4bc8b0f537846 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/autolog.py:7 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #35da5acd7ba565c1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/autolog.py:8 
from opentelemetry.sdk.trace import TracerProvider as SDKTracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fd5b38cc1476ddd1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/autolog.py:9 
from opentelemetry.sdk.trace.export import SimpleSpanProcessor, SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #460d8019b9ba634c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/autolog.py:10 
from opentelemetry.trace import (
    NoOpTracerProvider,
    ProxyTracerProvider,
    get_tracer_provider,
    set_tracer_provider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #846b3a1919d5e8b2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/tracing_utils.py:4 
from opentelemetry import context as otel_context_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7676a363c3baaebf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/tracing_utils.py:5 
from opentelemetry import trace as otel_trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e84bc8e86012532e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/semantic_kernel/tracing_utils.py:6 
from opentelemetry.trace import get_current_span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f9ba03265fc71260 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/server/otel_api.py:22 
from opentelemetry.proto.collector.trace.v1.trace_service_pb2 import (
    ExportTraceServiceRequest,
    ExportTraceServiceResponse,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #108bba0ab0a2ac3e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/store/tracking/databricks_rest_store.py:9 
from opentelemetry.proto.collector.trace.v1.trace_service_pb2 import ExportTraceServiceRequest

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d5d76be9e19dd900 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/store/tracking/rest_store.py:12 
from opentelemetry.proto.collector.trace.v1.trace_service_pb2 import ExportTraceServiceRequest

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cbf3ce81ae2856fb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/strands/autolog.py:5 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7a292f3791bc54b8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/strands/autolog.py:6 
from opentelemetry.sdk.trace import (
    ReadableSpan as OTelReadableSpan,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7d85d0869a5448fa capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/strands/autolog.py:9 
from opentelemetry.sdk.trace import (
    Span as OTelSpan,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #30608990d633dbd6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/strands/autolog.py:12 
from opentelemetry.sdk.trace import (
    TracerProvider as SDKTracerProvider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3401284b73b7959d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/strands/autolog.py:15 
from opentelemetry.sdk.trace.export import SimpleSpanProcessor, SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #969535b87f298f15 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/strands/autolog.py:16 
from opentelemetry.trace import (
    NoOpTracer,
    NoOpTracerProvider,
    ProxyTracerProvider,
    get_tracer_provider,
    set_tracer_provider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4054b2355cb09219 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/distributed/__init__.py:4 
from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0910855013627af1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/export/genai_semconv/translator.py:14 
from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #62d09b8cb8330b8a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/export/genai_semconv/translator.py:15 
from opentelemetry.trace import SpanKind

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #161a71f44cb3c479 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/export/inference_table.py:5 
from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #518a09150713736d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/export/inference_table.py:6 
from opentelemetry.sdk.trace.export import SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fe32d60ad28ba45f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/export/mlflow_v3.py:6 
from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #02016cd2608c396e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/export/mlflow_v3.py:7 
from opentelemetry.sdk.trace.export import SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #75d5e1ab3f1ada40 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/export/uc_table.py:4 
from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dbde1453c5eaf5dd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/fluent.py:16 
from opentelemetry import trace as trace_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #22738d423f1dfca3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/otel/otel_archival.py:10 
from opentelemetry.proto.trace.v1.trace_pb2 import TracesData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #88f91d14cb05e0ed capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/base_mlflow.py:7 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #869932ec0f8d4d24 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/base_mlflow.py:8 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cc3be9b0ee1f07b8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/base_mlflow.py:9 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #895d51e9a7eecc5a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/base_mlflow.py:10 
from opentelemetry.sdk.trace.export import (
    BatchSpanProcessor,
    SimpleSpanProcessor,
    SpanExporter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8c13ba35e3f76e86 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/inference_table.py:4 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f5d2f28f72f1abf5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/inference_table.py:5 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #aaee14935d4d4b58 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/inference_table.py:6 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bace12b256049cc4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/inference_table.py:7 
from opentelemetry.sdk.trace.export import SimpleSpanProcessor, SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cf2f9a5611811f19 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/mlflow_v3.py:3 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #719858c3e580b50c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/mlflow_v3.py:4 
from opentelemetry.sdk.trace.export import SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1fdf5fbfcb76436b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel.py:3 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ab3a43be01157513 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel.py:4 
from opentelemetry.sdk.trace.export import BatchSpanProcessor, SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #22bbcf0e90869f14 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel_metrics_mixin.py:11 
from opentelemetry import metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e66cf4b8eb254b98 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel_metrics_mixin.py:12 
from opentelemetry.sdk.metrics import MeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #56533a2d7c1d6300 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel_metrics_mixin.py:13 
from opentelemetry.sdk.metrics.export import PeriodicExportingMetricReader

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d56f31f7eb942768 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel_metrics_mixin.py:14 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2dfc97fa403d2061 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel_metrics_mixin.py:52 
            from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import (
                OTLPMetricExporter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1f49fa088a5e04c1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/otel_metrics_mixin.py:56 
            from opentelemetry.exporter.otlp.proto.http.metric_exporter import (
                OTLPMetricExporter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #23a72f70a50b1c53 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/uc_table.py:3 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4f57526f90117e3a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/uc_table.py:4 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dc1c25b8ae53483e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/processor/uc_table.py:5 
from opentelemetry.sdk.trace.export import SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #447362ea1fb19cb3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/provider.py:19 
from opentelemetry import context as context_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b865b09fbdfce997 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/provider.py:20 
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b1b9276cb41f11f7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/provider.py:21 
from opentelemetry.context.contextvars_context import ContextVarsRuntimeContext

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6de8d06709a7de6e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/provider.py:22 
from opentelemetry.sdk.resources import Resource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dc81f0bf5d1b0188 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/provider.py:23 
from opentelemetry.sdk.trace import SpanProcessor, TracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #70591c978de846d8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/provider.py:24 
from opentelemetry.sdk.trace.id_generator import IdGenerator

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ee29f4cacd7f1700 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/provider.py:25 
from opentelemetry.sdk.trace.sampling import ParentBased

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9116474a67a73785 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/sampling.py:3 
from opentelemetry.sdk.trace.sampling import (
    Sampler,
    SamplingResult,
    TraceIdRatioBased,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1e2f0785281b6444 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/__init__.py:15 
from opentelemetry import trace as trace_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f2efda7c5957a407 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/__init__.py:16 
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #928ee47fef3ec064 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/__init__.py:17 
from opentelemetry.sdk.trace import Span as OTelSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #28676e3bf9b615e8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:7 
from opentelemetry.proto.common.v1.common_pb2 import AnyValue, ArrayValue, KeyValueList

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6f452667e2bc11d3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:8 
from opentelemetry.proto.resource.v1.resource_pb2 import Resource as OTelProtoResource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a4de2bb4902fae86 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:9 
from opentelemetry.sdk.resources import Resource as OTelResource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c4b2f34e9fd764b5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:10 
from opentelemetry.sdk.trace.export import SpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a088ed1d5f4aaf35 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:62 
            from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e60169f63c392388 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:73 
            from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 628 low-confidence finding(s)
low env_fs — Filesystem access. 263 locations
pkgs/python/[email protected]/mlflow/agent/setup/prompt.py:14
pkgs/python/[email protected]/mlflow/ai_commands/ai_command_utils.py:55
pkgs/python/[email protected]/mlflow/ai_commands/ai_command_utils.py:100
pkgs/python/[email protected]/mlflow/artifacts/__init__.py:188
pkgs/python/[email protected]/mlflow/artifacts/__init__.py:222
pkgs/python/[email protected]/mlflow/assistant/config.py:62
pkgs/python/[email protected]/mlflow/assistant/config.py:71
pkgs/python/[email protected]/mlflow/assistant/providers/tool_executor.py:126
pkgs/python/[email protected]/mlflow/assistant/providers/tool_executor.py:140
pkgs/python/[email protected]/mlflow/assistant/providers/tool_executor.py:154
pkgs/python/[email protected]/mlflow/assistant/providers/tool_executor.py:158
pkgs/python/[email protected]/mlflow/assistant/skill_installer.py:52
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/analyze_results.py:51
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/analyze_results.py:370
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/create_dataset_template.py:50
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/create_dataset_template.py:356
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/run_evaluation_template.py:281
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/utils/tracing_utils.py:27
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/utils/tracing_utils.py:77
pkgs/python/[email protected]/mlflow/assistant/skills/agent-evaluation/scripts/utils/tracing_utils.py:103
pkgs/python/[email protected]/mlflow/catboost/__init__.py:194
pkgs/python/[email protected]/mlflow/claude_code/config.py:49
pkgs/python/[email protected]/mlflow/claude_code/config.py:64
pkgs/python/[email protected]/mlflow/claude_code/tracing.py:147
pkgs/python/[email protected]/mlflow/data/http_dataset_source.py:90
pkgs/python/[email protected]/mlflow/deployments/__init__.py:89
pkgs/python/[email protected]/mlflow/deployments/cli.py:377
pkgs/python/[email protected]/mlflow/diffusers/__init__.py:396
pkgs/python/[email protected]/mlflow/dspy/load.py:78
pkgs/python/[email protected]/mlflow/dspy/load.py:105
pkgs/python/[email protected]/mlflow/dspy/save.py:236
pkgs/python/[email protected]/mlflow/dspy/save.py:243
pkgs/python/[email protected]/mlflow/dspy/save.py:293
pkgs/python/[email protected]/mlflow/gateway/config.py:369
pkgs/python/[email protected]/mlflow/gateway/config.py:600
pkgs/python/[email protected]/mlflow/gateway/config.py:618
pkgs/python/[email protected]/mlflow/gateway/providers/vertex_ai.py:189
pkgs/python/[email protected]/mlflow/gateway/runner.py:22
pkgs/python/[email protected]/mlflow/gateway/runner.py:33
pkgs/python/[email protected]/mlflow/genai/optimize/optimizers/gepa_optimizer.py:279
pkgs/python/[email protected]/mlflow/genai/optimize/optimizers/gepa_optimizer.py:286
pkgs/python/[email protected]/mlflow/h2o/__init__.py:154
pkgs/python/[email protected]/mlflow/h2o/__init__.py:199
pkgs/python/[email protected]/mlflow/h2o/__init__.py:289
pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:460
pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:801
pkgs/python/[email protected]/mlflow/keras/save.py:199
pkgs/python/[email protected]/mlflow/keras/save.py:261
pkgs/python/[email protected]/mlflow/langchain/model.py:427
pkgs/python/[email protected]/mlflow/langchain/retriever_chain.py:129
pkgs/python/[email protected]/mlflow/langchain/retriever_chain.py:132
pkgs/python/[email protected]/mlflow/langchain/runnables.py:280
pkgs/python/[email protected]/mlflow/langchain/runnables.py:483
pkgs/python/[email protected]/mlflow/langchain/utils/logging.py:396
pkgs/python/[email protected]/mlflow/langchain/utils/logging.py:413
pkgs/python/[email protected]/mlflow/langchain/utils/logging.py:421
pkgs/python/[email protected]/mlflow/langchain/utils/logging.py:451
pkgs/python/[email protected]/mlflow/langchain/utils/logging.py:456
pkgs/python/[email protected]/mlflow/langchain/utils/logging.py:461
pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:101
pkgs/python/[email protected]/mlflow/lightgbm/__init__.py:304
pkgs/python/[email protected]/mlflow/lightgbm/__init__.py:944
pkgs/python/[email protected]/mlflow/llama_index/model.py:302
pkgs/python/[email protected]/mlflow/llama_index/serialize_objects.py:123
pkgs/python/[email protected]/mlflow/llama_index/serialize_objects.py:179
pkgs/python/[email protected]/mlflow/models/display_utils.py:123
pkgs/python/[email protected]/mlflow/models/display_utils.py:129
pkgs/python/[email protected]/mlflow/models/display_utils.py:141
pkgs/python/[email protected]/mlflow/models/docker_utils.py:124
pkgs/python/[email protected]/mlflow/models/evaluation/artifacts.py:64
pkgs/python/[email protected]/mlflow/models/evaluation/artifacts.py:68
pkgs/python/[email protected]/mlflow/models/evaluation/artifacts.py:76
pkgs/python/[email protected]/mlflow/models/evaluation/artifacts.py:80
pkgs/python/[email protected]/mlflow/models/evaluation/artifacts.py:88
pkgs/python/[email protected]/mlflow/models/evaluation/artifacts.py:98
pkgs/python/[email protected]/mlflow/models/evaluation/base.py:614
pkgs/python/[email protected]/mlflow/models/evaluation/base.py:617
pkgs/python/[email protected]/mlflow/models/evaluation/base.py:637
pkgs/python/[email protected]/mlflow/models/evaluation/base.py:647
pkgs/python/[email protected]/mlflow/models/evaluation/default_evaluator.py:400
pkgs/python/[email protected]/mlflow/models/evaluation/default_evaluator.py:414
pkgs/python/[email protected]/mlflow/models/model.py:775
pkgs/python/[email protected]/mlflow/models/model.py:819
pkgs/python/[email protected]/mlflow/models/model.py:973
pkgs/python/[email protected]/mlflow/models/model.py:1004
pkgs/python/[email protected]/mlflow/models/model.py:1281
pkgs/python/[email protected]/mlflow/models/model.py:1327
pkgs/python/[email protected]/mlflow/models/model_config.py:127
pkgs/python/[email protected]/mlflow/models/python_api.py:296
pkgs/python/[email protected]/mlflow/models/resources.py:339
pkgs/python/[email protected]/mlflow/models/utils.py:418
pkgs/python/[email protected]/mlflow/models/utils.py:421
pkgs/python/[email protected]/mlflow/models/utils.py:555
pkgs/python/[email protected]/mlflow/models/utils.py:587
pkgs/python/[email protected]/mlflow/models/utils.py:592
pkgs/python/[email protected]/mlflow/models/utils.py:649
pkgs/python/[email protected]/mlflow/models/utils.py:658
pkgs/python/[email protected]/mlflow/models/utils.py:1847
pkgs/python/[email protected]/mlflow/models/utils.py:1870
pkgs/python/[email protected]/mlflow/models/wheeled_model.py:169
pkgs/python/[email protected]/mlflow/models/wheeled_model.py:174
pkgs/python/[email protected]/mlflow/models/wheeled_model.py:292
pkgs/python/[email protected]/mlflow/models/wheeled_model.py:310
pkgs/python/[email protected]/mlflow/onnx/__init__.py:236
pkgs/python/[email protected]/mlflow/openai/model.py:186
pkgs/python/[email protected]/mlflow/openai/model.py:370
pkgs/python/[email protected]/mlflow/openai/model.py:418
pkgs/python/[email protected]/mlflow/openai/model.py:568
pkgs/python/[email protected]/mlflow/paddle/__init__.py:262
pkgs/python/[email protected]/mlflow/pmdarima/__init__.py:289
pkgs/python/[email protected]/mlflow/pmdarima/__init__.py:533
pkgs/python/[email protected]/mlflow/pmdarima/__init__.py:548
pkgs/python/[email protected]/mlflow/projects/__init__.py:333
pkgs/python/[email protected]/mlflow/projects/__init__.py:431
pkgs/python/[email protected]/mlflow/projects/_project_spec.py:33
pkgs/python/[email protected]/mlflow/projects/databricks.py:118
pkgs/python/[email protected]/mlflow/projects/databricks.py:181
pkgs/python/[email protected]/mlflow/projects/databricks.py:308
pkgs/python/[email protected]/mlflow/projects/databricks.py:317
pkgs/python/[email protected]/mlflow/projects/docker.py:91
pkgs/python/[email protected]/mlflow/projects/docker.py:132
pkgs/python/[email protected]/mlflow/prompt/promptlab_model.py:87
pkgs/python/[email protected]/mlflow/prompt/promptlab_model.py:161
pkgs/python/[email protected]/mlflow/prompt/promptlab_model.py:189
pkgs/python/[email protected]/mlflow/prophet/__init__.py:213
pkgs/python/[email protected]/mlflow/prophet/__init__.py:326
pkgs/python/[email protected]/mlflow/prophet/__init__.py:333
pkgs/python/[email protected]/mlflow/pyfunc/__init__.py:1360
pkgs/python/[email protected]/mlflow/pyfunc/__init__.py:1377
pkgs/python/[email protected]/mlflow/pyfunc/__init__.py:1931
pkgs/python/[email protected]/mlflow/pyfunc/__init__.py:3860
pkgs/python/[email protected]/mlflow/pyfunc/dbconnect_artifact_cache.py:57
pkgs/python/[email protected]/mlflow/pyfunc/dbconnect_artifact_cache.py:101
pkgs/python/[email protected]/mlflow/pyfunc/model.py:1248
pkgs/python/[email protected]/mlflow/pyfunc/scoring_server/__init__.py:509
pkgs/python/[email protected]/mlflow/pyfunc/scoring_server/__init__.py:544
pkgs/python/[email protected]/mlflow/pyfunc/stdin_server.py:41
pkgs/python/[email protected]/mlflow/pyspark/ml/__init__.py:81
pkgs/python/[email protected]/mlflow/pyspark/optuna/study.py:114
pkgs/python/[email protected]/mlflow/pytorch/__init__.py:576
pkgs/python/[email protected]/mlflow/pytorch/__init__.py:634
pkgs/python/[email protected]/mlflow/pytorch/__init__.py:688
pkgs/python/[email protected]/mlflow/pytorch/_lightning_autolog.py:683
pkgs/python/[email protected]/mlflow/sagemaker/__init__.py:1332
pkgs/python/[email protected]/mlflow/sagemaker/cli.py:187
pkgs/python/[email protected]/mlflow/sagemaker/cli.py:323
pkgs/python/[email protected]/mlflow/sentence_transformers/__init__.py:236
pkgs/python/[email protected]/mlflow/server/assistant/session.py:170
pkgs/python/[email protected]/mlflow/server/assistant/session.py:197
pkgs/python/[email protected]/mlflow/server/assistant/session.py:207
pkgs/python/[email protected]/mlflow/server/handlers.py:2472
pkgs/python/[email protected]/mlflow/server/handlers.py:3555
pkgs/python/[email protected]/mlflow/server/handlers.py:3583
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:64
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:99
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:104
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:217
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:235
pkgs/python/[email protected]/mlflow/shap/__init__.py:147
pkgs/python/[email protected]/mlflow/shap/__init__.py:466
pkgs/python/[email protected]/mlflow/shap/__init__.py:518
pkgs/python/[email protected]/mlflow/shap/__init__.py:649
pkgs/python/[email protected]/mlflow/sklearn/__init__.py:366
pkgs/python/[email protected]/mlflow/sklearn/__init__.py:542
pkgs/python/[email protected]/mlflow/sklearn/__init__.py:704
pkgs/python/[email protected]/mlflow/spacy/__init__.py:201
pkgs/python/[email protected]/mlflow/spark/__init__.py:636
pkgs/python/[email protected]/mlflow/statsmodels/__init__.py:211
pkgs/python/[email protected]/mlflow/store/artifact/artifact_repo.py:453
pkgs/python/[email protected]/mlflow/store/artifact/artifact_repo.py:509
pkgs/python/[email protected]/mlflow/store/artifact/artifact_repo.py:526
pkgs/python/[email protected]/mlflow/store/artifact/artifact_repo.py:541
pkgs/python/[email protected]/mlflow/store/artifact/azure_blob_artifact_repo.py:127
pkgs/python/[email protected]/mlflow/store/artifact/azure_blob_artifact_repo.py:146
pkgs/python/[email protected]/mlflow/store/artifact/azure_blob_artifact_repo.py:208
pkgs/python/[email protected]/mlflow/store/artifact/azure_data_lake_artifact_repo.py:142
pkgs/python/[email protected]/mlflow/store/artifact/azure_data_lake_artifact_repo.py:182
pkgs/python/[email protected]/mlflow/store/artifact/databricks_artifact_repo.py:643
pkgs/python/[email protected]/mlflow/store/artifact/databricks_sdk_artifact_repo.py:82
pkgs/python/[email protected]/mlflow/store/artifact/databricks_sdk_artifact_repo.py:134
pkgs/python/[email protected]/mlflow/store/artifact/databricks_sdk_models_artifact_repo.py:73
pkgs/python/[email protected]/mlflow/store/artifact/databricks_sdk_models_artifact_repo.py:92
pkgs/python/[email protected]/mlflow/store/artifact/dbfs_artifact_repo.py:88
pkgs/python/[email protected]/mlflow/store/artifact/dbfs_artifact_repo.py:133
pkgs/python/[email protected]/mlflow/store/artifact/ftp_artifact_repo.py:75
pkgs/python/[email protected]/mlflow/store/artifact/ftp_artifact_repo.py:129
pkgs/python/[email protected]/mlflow/store/artifact/hdfs_artifact_repo.py:48
pkgs/python/[email protected]/mlflow/store/artifact/hdfs_artifact_repo.py:82
pkgs/python/[email protected]/mlflow/store/artifact/hdfs_artifact_repo.py:134
pkgs/python/[email protected]/mlflow/store/artifact/http_artifact_repo.py:90
pkgs/python/[email protected]/mlflow/store/artifact/http_artifact_repo.py:145
pkgs/python/[email protected]/mlflow/store/artifact/http_artifact_repo.py:168
pkgs/python/[email protected]/mlflow/store/artifact/presigned_url_artifact_repo.py:92
pkgs/python/[email protected]/mlflow/store/artifact/sftp_artifact_repo.py:64
pkgs/python/[email protected]/mlflow/store/fs2db/_registry.py:81
pkgs/python/[email protected]/mlflow/store/fs2db/_utils.py:71
pkgs/python/[email protected]/mlflow/store/fs2db/_utils.py:97
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pkgs/python/[email protected]/mlflow/server/handlers.py:571
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pkgs/python/[email protected]/mlflow/server/handlers.py:668
pkgs/python/[email protected]/mlflow/server/handlers.py:681
pkgs/python/[email protected]/mlflow/server/handlers.py:682
pkgs/python/[email protected]/mlflow/server/handlers.py:707
pkgs/python/[email protected]/mlflow/server/handlers.py:742
pkgs/python/[email protected]/mlflow/server/handlers.py:1208
pkgs/python/[email protected]/mlflow/server/handlers.py:6651
pkgs/python/[email protected]/mlflow/server/handlers.py:6729
pkgs/python/[email protected]/mlflow/server/jobs/__init__.py:30
pkgs/python/[email protected]/mlflow/server/jobs/__init__.py:44
pkgs/python/[email protected]/mlflow/server/jobs/__init__.py:115
pkgs/python/[email protected]/mlflow/server/jobs/_huey_consumer.py:39
pkgs/python/[email protected]/mlflow/server/jobs/_job_runner.py:29
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:49
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:50
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:51
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:52
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:52
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:55
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:57
pkgs/python/[email protected]/mlflow/server/jobs/_job_subproc_entry.py:84
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:240
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:481
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:580
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:589
pkgs/python/[email protected]/mlflow/server/jobs/utils.py:716
pkgs/python/[email protected]/mlflow/server/workspace_helpers.py:68
pkgs/python/[email protected]/mlflow/spark/__init__.py:1262
pkgs/python/[email protected]/mlflow/store/artifact/azure_blob_artifact_repo.py:67
pkgs/python/[email protected]/mlflow/store/artifact/azure_blob_artifact_repo.py:69
pkgs/python/[email protected]/mlflow/store/artifact/azure_blob_artifact_repo.py:72
pkgs/python/[email protected]/mlflow/store/artifact/azure_blob_artifact_repo.py:76
pkgs/python/[email protected]/mlflow/store/artifact/azure_data_lake_artifact_repo.py:105
pkgs/python/[email protected]/mlflow/store/artifact/cloud_artifact_repo.py:218
pkgs/python/[email protected]/mlflow/store/artifact/databricks_models_artifact_repo.py:153
pkgs/python/[email protected]/mlflow/store/artifact/s3_artifact_repo.py:153
pkgs/python/[email protected]/mlflow/store/db/utils.py:161
pkgs/python/[email protected]/mlflow/store/tracking/gateway/sqlalchemy_mixin.py:134
pkgs/python/[email protected]/mlflow/store/tracking/gateway/sqlalchemy_mixin.py:135
pkgs/python/[email protected]/mlflow/telemetry/events.py:772
pkgs/python/[email protected]/mlflow/telemetry/installation_id.py:65
pkgs/python/[email protected]/mlflow/telemetry/installation_id.py:68
pkgs/python/[email protected]/mlflow/telemetry/utils.py:53
pkgs/python/[email protected]/mlflow/telemetry/utils.py:61
pkgs/python/[email protected]/mlflow/telemetry/utils.py:67
pkgs/python/[email protected]/mlflow/telemetry/utils.py:75
pkgs/python/[email protected]/mlflow/telemetry/utils.py:79
pkgs/python/[email protected]/mlflow/telemetry/utils.py:108
pkgs/python/[email protected]/mlflow/tracing/fluent.py:1050
pkgs/python/[email protected]/mlflow/tracing/provider.py:553
pkgs/python/[email protected]/mlflow/tracing/provider.py:554
pkgs/python/[email protected]/mlflow/tracing/provider.py:569
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:98
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:101
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:115
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:118
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:134
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:134
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:149
pkgs/python/[email protected]/mlflow/tracing/utils/otlp.py:149
pkgs/python/[email protected]/mlflow/tracking/_tracking_service/utils.py:196
pkgs/python/[email protected]/mlflow/tracking/_tracking_service/utils.py:196
pkgs/python/[email protected]/mlflow/tracking/context/jupyter_notebook_context.py:29
pkgs/python/[email protected]/mlflow/tracking/context/jupyter_notebook_context.py:32
pkgs/python/[email protected]/mlflow/tracking/context/jupyter_notebook_context.py:157
pkgs/python/[email protected]/mlflow/tracking/fluent.py:569
pkgs/python/[email protected]/mlflow/tracking/request_auth/kubernetes_request_auth_provider.py:149
pkgs/python/[email protected]/mlflow/utils/_capture_transformers_modules.py:56
pkgs/python/[email protected]/mlflow/utils/_capture_transformers_modules.py:62
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:34
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:36
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:37
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:57
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:58
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:192
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:195
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:200
pkgs/python/[email protected]/mlflow/utils/_spark_utils.py:202
pkgs/python/[email protected]/mlflow/utils/conda.py:21
pkgs/python/[email protected]/mlflow/utils/conda.py:49
pkgs/python/[email protected]/mlflow/utils/conda.py:294
pkgs/python/[email protected]/mlflow/utils/credentials.py:220
pkgs/python/[email protected]/mlflow/utils/credentials.py:220
pkgs/python/[email protected]/mlflow/utils/credentials.py:223
pkgs/python/[email protected]/mlflow/utils/crypto.py:160
pkgs/python/[email protected]/mlflow/utils/crypto.py:163
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:218
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:227
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:261
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:264
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:267
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:783
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:923
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:1077
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:1079
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:1080
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:1263
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:1347
pkgs/python/[email protected]/mlflow/utils/databricks_utils.py:1348
pkgs/python/[email protected]/mlflow/utils/doctor.py:94
pkgs/python/[email protected]/mlflow/utils/environment.py:602
pkgs/python/[email protected]/mlflow/utils/environment.py:628
pkgs/python/[email protected]/mlflow/utils/environment.py:1022
pkgs/python/[email protected]/mlflow/utils/environment.py:1099
pkgs/python/[email protected]/mlflow/utils/model_utils.py:400
pkgs/python/[email protected]/mlflow/utils/openai_utils.py:77
pkgs/python/[email protected]/mlflow/utils/openai_utils.py:162
pkgs/python/[email protected]/mlflow/utils/process.py:88
pkgs/python/[email protected]/mlflow/utils/request_utils.py:279
pkgs/python/[email protected]/mlflow/utils/requirements_utils.py:329
pkgs/python/[email protected]/mlflow/utils/uv_utils.py:453
pkgs/python/[email protected]/mlflow/utils/virtualenv.py:133
pkgs/python/[email protected]/mlflow/utils/virtualenv.py:268
low egress dependency Excluded from app score #cc38a346b27ca761 capability detected · no path traced — Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:174 
            response = requests.get(
                "https://api.openai.com/v1/models",
                headers=request_header,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

posthog

python dependency
medium telemetry dependency Excluded from app score #96c979f169eb085b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:5 
from posthog.args import OptionalCaptureArgs, OptionalSetArgs, ExceptionArg

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #55ff52963ee03ad4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:6 
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e8239cecf1f962fc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:7 
from posthog.contexts import (
    new_context as inner_new_context,
    scoped as inner_scoped,
    tag as inner_tag,
    set_context_session as inner_set_context_session,
    identify_context as inner_identify_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #48531095bc8700a5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:14 
from posthog.feature_flags import InconclusiveMatchError, RequiresServerEvaluation

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #97477b44e848dda9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:15 
from posthog.types import FeatureFlag, FlagsAndPayloads, FeatureFlagResult

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9f93aa2784b5eca8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:16 
from posthog.version import VERSION

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #21d914989bd42c6d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:13 
from posthog.ai.types import StreamingContentBlock, TokenUsage, ToolInProgress

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #752c5d8ec18fa28d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:14 
from posthog.ai.utils import (
    call_llm_and_track_usage,
    merge_usage_stats,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2ed71ba925a37827 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:18 
from posthog.ai.anthropic.anthropic_converter import (
    extract_anthropic_usage_from_event,
    handle_anthropic_content_block_start,
    handle_anthropic_text_delta,
    handle_anthropic_tool_delta,
    finalize_anthropic_tool_input,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #589f09a9e5011ed4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:25 
from posthog.ai.sanitization import sanitize_anthropic

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #50ce0d7dba839bae capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:26 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #166e7ed652b2bda2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:27 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3856cb4be1a28991 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:218 
        from posthog.ai.types import StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #335503a649a85114 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:219 
        from posthog.ai.anthropic.anthropic_converter import (
            format_anthropic_streaming_input,
            format_anthropic_streaming_output_complete,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e329ff88b8e99ae5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:223 
        from posthog.ai.utils import capture_streaming_event

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #47b30cccfa55ba8a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:13 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #89ccc6eca9bbe481 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:14 
from posthog.ai.types import StreamingContentBlock, TokenUsage, ToolInProgress

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c432157db958fc51 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:15 
from posthog.ai.utils import (
    call_llm_and_track_usage_async,
    extract_available_tool_calls,
    get_model_params,
    merge_system_prompt,
    merge_usage_stats,
    with_privacy_mode,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1b49f24daef4f167 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:23 
from posthog.ai.anthropic.anthropic_converter import (
    format_anthropic_streaming_content,
    extract_anthropic_usage_from_event,
    handle_anthropic_content_block_start,
    handle_anthropic_text_delta,
    handle_anthropic_tool_delta,
    finalize_anthropic_tool_input,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #00d02fa89e51b37d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:31 
from posthog.ai.sanitization import sanitize_anthropic

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bf065178c5a84df4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:32 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8ce8467b905c14bd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_converter.py:11 
from posthog.ai.types import (
    FormattedContentItem,
    FormattedFunctionCall,
    FormattedMessage,
    FormattedTextContent,
    StreamingContentBlock,
    TokenUsage,
    ToolInProgress,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4c6e0e1d793aca47 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_converter.py:372 
    from posthog.ai.utils import merge_system_prompt

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #482a38fc6f5c9fd8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:10 
from posthog.ai.anthropic.anthropic import WrappedMessages

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8d2c126326de0bc1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:11 
from posthog.ai.anthropic.anthropic_async import AsyncWrappedMessages

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e141f9941c47e870 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:12 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c5901f25b8fb13a2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:13 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #36c290045751999c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:6 
from posthog.ai.types import TokenUsage, StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #43efc0115e256603 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:7 
from posthog.ai.utils import merge_system_prompt

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #85e3ceb4ba1eae76 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:16 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #846f8cc5e13b9e5a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:17 
from posthog.ai.utils import (
    call_llm_and_track_usage,
    capture_streaming_event,
    merge_usage_stats,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #20fa31eebb382f95 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:22 
from posthog.ai.gemini.gemini_converter import (
    extract_gemini_usage_from_chunk,
    extract_gemini_content_from_chunk,
    format_gemini_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0aaf756da89a053f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:27 
from posthog.ai.sanitization import sanitize_gemini

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #497a4ad3c7a246ca capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:28 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5adb422d9c5066a5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_converter.py:10 
from posthog.ai.types import (
    FormattedContentItem,
    FormattedMessage,
    TokenUsage,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6b3f57ae0dacee3b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_converter.py:285 
            from posthog.ai.types import FormattedMessage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a195b920498145f4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:38 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b4cfaf1888d48616 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:39 
from posthog.ai.utils import get_model_params, with_privacy_mode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f583ee395df7ffeb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:40 
from posthog.ai.sanitization import sanitize_langchain

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #38d2e38bd0c02f76 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:41 
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #803b64f724444d03 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:5 
from posthog.ai.types import TokenUsage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #237df322148bcac2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:14 
from posthog.ai.utils import (
    call_llm_and_track_usage,
    extract_available_tool_calls,
    merge_usage_stats,
    with_privacy_mode,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8593d420492d5077 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:20 
from posthog.ai.openai.openai_converter import (
    extract_openai_usage_from_chunk,
    extract_openai_content_from_chunk,
    extract_openai_tool_calls_from_chunk,
    accumulate_openai_tool_calls,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #87218c974bd072a6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:26 
from posthog.ai.sanitization import sanitize_openai, sanitize_openai_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7832c68464ee5586 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:27 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a5614ad207a28a51 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:28 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7f3f94b5e5660635 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:181 
        from posthog.ai.types import StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #21fa7bd0cebd621f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:182 
        from posthog.ai.openai.openai_converter import (
            format_openai_streaming_input,
            format_openai_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0fa02bdeffa24866 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:186 
        from posthog.ai.utils import capture_streaming_event

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8d34380c61504b37 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:397 
        from posthog.ai.types import StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #eb4c176eb6415fbf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:398 
        from posthog.ai.openai.openai_converter import (
            format_openai_streaming_input,
            format_openai_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #48f2cfce76556e1b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:402 
        from posthog.ai.utils import capture_streaming_event

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c9d5cbd1512c1374 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:5 
from posthog.ai.types import TokenUsage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6be9ad53f1d78778 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:14 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c9e5443366e5474a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:15 
from posthog.ai.utils import (
    call_llm_and_track_usage_async,
    extract_available_tool_calls,
    get_model_params,
    merge_usage_stats,
    with_privacy_mode,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #11078dda6753f681 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:22 
from posthog.ai.openai.openai_converter import (
    extract_openai_usage_from_chunk,
    extract_openai_content_from_chunk,
    extract_openai_tool_calls_from_chunk,
    accumulate_openai_tool_calls,
    format_openai_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #532cc855c18036f7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:29 
from posthog.ai.sanitization import sanitize_openai, sanitize_openai_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7febf575500ff9b5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:30 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #416783fedb54e078 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_converter.py:11 
from posthog.ai.types import (
    FormattedContentItem,
    FormattedFunctionCall,
    FormattedImageContent,
    FormattedMessage,
    FormattedTextContent,
    TokenUsage,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1049bb068c0bac3f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_converter.py:609 
    from posthog.ai.utils import merge_system_prompt

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b3ecc0bfb13ae063 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:8 
from posthog.ai.openai.openai import (
    WrappedBeta,
    WrappedChat,
    WrappedEmbeddings,
    WrappedResponses,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8e96022274242969 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:14 
from posthog.ai.openai.openai_async import WrappedBeta as AsyncWrappedBeta

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1b2d73b94c839b71 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:15 
from posthog.ai.openai.openai_async import WrappedChat as AsyncWrappedChat

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d34a267ee7dc2e4b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:16 
from posthog.ai.openai.openai_async import WrappedEmbeddings as AsyncWrappedEmbeddings

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f39fe2c488cec480 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:17 
from posthog.ai.openai.openai_async import WrappedResponses as AsyncWrappedResponses

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #705978f5ec98cc04 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:20 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8f494a919171a846 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:21 
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #3636671c780d8d3a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:5 
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8cc68930c3580003 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:6 
from posthog.ai.types import FormattedMessage, StreamingEventData, TokenUsage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b613aa0215508251 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:7 
from posthog.ai.sanitization import (
    sanitize_openai,
    sanitize_anthropic,
    sanitize_gemini,
    sanitize_langchain,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ccd98493c7d3f478 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:102 
        from posthog.ai.anthropic.anthropic_converter import (
            extract_anthropic_usage_from_response,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a1922fb5b47dc954 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:108 
        from posthog.ai.openai.openai_converter import (
            extract_openai_usage_from_response,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4eee7aeaa8cf7001 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:114 
        from posthog.ai.gemini.gemini_converter import (
            extract_gemini_usage_from_response,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #94be7b41462422d3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:128 
        from posthog.ai.anthropic.anthropic_converter import format_anthropic_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c5951ca24f94fdcf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:132 
        from posthog.ai.openai.openai_converter import format_openai_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9edd67050d0364c4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:136 
        from posthog.ai.gemini.gemini_converter import format_gemini_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #49f9a054339764d6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:147 
        from posthog.ai.anthropic.anthropic_converter import extract_anthropic_tools

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4419da39d003f109 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:151 
        from posthog.ai.gemini.gemini_converter import extract_gemini_tools

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8667d25ee12e3238 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:155 
        from posthog.ai.openai.openai_converter import extract_openai_tools

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #79e025e309a9050d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:168 
        from posthog.ai.anthropic.anthropic_converter import format_anthropic_input

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #25e845e71bcc7412 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:174 
        from posthog.ai.gemini.gemini_converter import format_gemini_input_with_system

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #383358f3f42595d4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:180 
        from posthog.ai.openai.openai_converter import format_openai_input

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #505ff6ff908d20bf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/args.py:8 
from posthog.types import SendFeatureFlagsOptions

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #38c89208af207ebf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:13 
from posthog.args import OptionalCaptureArgs, OptionalSetArgs, ID_TYPES, ExceptionArg

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a2a2bea04c75b2c4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:14 
from posthog.consumer import Consumer

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ae39f4b3eb085f8f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:15 
from posthog.exception_capture import ExceptionCapture

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6900ae22fca79980 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:16 
from posthog.exception_utils import (
    exc_info_from_error,
    exceptions_from_error_tuple,
    handle_in_app,
    exception_is_already_captured,
    mark_exception_as_captured,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #240d2df119a84c87 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:23 
from posthog.feature_flags import (
    InconclusiveMatchError,
    RequiresServerEvaluation,
    match_feature_flag_properties,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9eae53fbc283e5f4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:28 
from posthog.poller import Poller

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #be0f9486cf08fd2e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:29 
from posthog.request import (
    DEFAULT_HOST,
    APIError,
    batch_post,
    determine_server_host,
    flags,
    get,
    remote_config,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bb67025089d4a439 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:38 
from posthog.contexts import (
    _get_current_context,
    get_context_distinct_id,
    get_context_session_id,
    new_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ca1b389750f410c6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:44 
from posthog.types import (
    FeatureFlag,
    FeatureFlagResult,
    FlagMetadata,
    FlagsAndPayloads,
    FlagsResponse,
    FlagValue,
    SendFeatureFlagsOptions,
    normalize_flags_response,
    to_flags_and_payloads,
    to_payloads,
    to_values,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #011c2c10d992fb6d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:57 
from posthog.utils import (
    FlagCache,
    RedisFlagCache,
    SizeLimitedDict,
    clean,
    guess_timezone,
    remove_trailing_slash,
    system_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4bc7038628b5aa07 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:66 
from posthog.version import VERSION

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #03f3a32c6244c03b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/consumer.py:8 
from posthog.request import APIError, DatetimeSerializer, batch_post

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fe70b37b30ebdda0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/contexts.py:7 
    from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #df70fc5ab777c141 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/contexts.py:119 
    from posthog import capture_exception

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1d389db23f9a2bd6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/exception_capture.py:12 
    from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d06934678520b376 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/exception_utils.py:31 
from posthog.args import ExcInfo, ExceptionArg  # noqa: F401

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d903a5bd3a9d252d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/feature_flags.py:10 
from posthog import utils

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b6616691a0891a10 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/feature_flags.py:11 
from posthog.types import FlagValue

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ce29cb8632051cf2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/feature_flags.py:12 
from posthog.utils import convert_to_datetime_aware, is_valid_regex

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #1d56bb3b3e2fe42a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/integrations/django.py:2 
from posthog import contexts

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #b91b58cc01157a0f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/integrations/django.py:3 
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #5953b19a0c4e12ac capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/request.py:12 
from posthog.utils import remove_trailing_slash

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e142058882eb41d4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/request.py:13 
from posthog.version import VERSION

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 3 low-confidence finding(s)
low env_fs dependency Excluded from app score #de31cfd0d2626de1 capability detected · no path traced — Environment-variable access.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:187 
                api_key = os.environ.get("GOOGLE_API_KEY") or os.environ.get("API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 2 locations
pkgs/python/[email protected]/posthog/request.py:71
pkgs/python/[email protected]/posthog/request.py:168

opentelemetry-api

python dependency
medium telemetry dependency Excluded from app score #ba9e72cf662a5e6f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/__init__.py:25 
from opentelemetry._logs._internal import (
    Logger,
    LoggerProvider,
    LogRecord,
    NoOpLogger,
    NoOpLoggerProvider,
    get_logger,
    get_logger_provider,
    set_logger_provider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #f4848e85aeac32bd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/__init__.py:35 
from opentelemetry._logs.severity import SeverityNumber

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ed82ec86d7b62a5e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:35 
from opentelemetry._logs.severity import SeverityNumber

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #59e339580e67aa38 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:36 
from opentelemetry.context import get_current

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d1f48dd71f7d37d5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:37 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #221ec6eb31736a40 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:38 
from opentelemetry.environment_variables import _OTEL_PYTHON_LOGGER_PROVIDER

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a786e40b7c8b3a8b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:39 
from opentelemetry.trace import get_current_span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #29f5d5083d16f487 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:40 
from opentelemetry.trace.span import TraceFlags

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #9f542b27cb58e2f2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:41 
from opentelemetry.util._once import Once

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c5e7ee1ed6d3caf1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:42 
from opentelemetry.util._providers import _load_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #27f31a7a81343ae1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:43 
from opentelemetry.util.types import AnyValue, _ExtendedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #798f17c4effdaea3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/attributes/__init__.py:10 
from opentelemetry.util import types

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2a9842019730be37 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/__init__.py:9 
from opentelemetry.context import create_key, get_value, set_value

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #58cfdd4781c6350b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/__init__.py:10 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #18c2a4874e598ea3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/__init__.py:11 
from opentelemetry.util.re import (
    _BAGGAGE_PROPERTY_FORMAT,
    _KEY_FORMAT,
    _VALUE_FORMAT,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #779be9a61a4cef1d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/propagation/__init__.py:9 
from opentelemetry.baggage import _is_valid_pair, get_all, set_baggage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d8f94c30bc7bc317 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/propagation/__init__.py:10 
from opentelemetry.context import get_current

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bfc57fa9e07f9f6d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/propagation/__init__.py:11 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #223d64a8afe26954 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/propagation/__init__.py:12 
from opentelemetry.propagators import textmap

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #579eab4ca2f7fadf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/baggage/propagation/__init__.py:13 
from opentelemetry.util.re import _DELIMITER_PATTERN

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #7b8478d84ffdb6d8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/context/__init__.py:12 
from opentelemetry.context.context import Context, _RuntimeContext  # noqa

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4abc0328df6ff036 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/context/__init__.py:13 
from opentelemetry.context.contextvars_context import ContextVarsRuntimeContext

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dc0d57b3c9a7abf0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/context/__init__.py:14 
from opentelemetry.environment_variables import OTEL_PYTHON_CONTEXT

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2fa4b3a330df5f38 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/context/__init__.py:30 
    from opentelemetry.util._importlib_metadata import (  # noqa: PLC0415
        entry_points,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #90719be30b5ffcfd capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/context/contextvars_context.py:8 
from opentelemetry.context.context import Context, _RuntimeContext

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #89d7c19698569ca4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/__init__.py:31 
from opentelemetry.metrics._internal import (
    Meter,
    MeterProvider,
    NoOpMeter,
    NoOpMeterProvider,
    get_meter,
    get_meter_provider,
    set_meter_provider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #393877fbfa321743 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/__init__.py:40 
from opentelemetry.metrics._internal.instrument import (
    Asynchronous,
    CallbackOptions,
    CallbackT,
    Counter,
    Histogram,
    Instrument,
    NoOpCounter,
    NoOpHistogram,
    NoOpObservableCounter,
    NoOpObservableGauge,
    NoOpObservableUpDownCounter,
    NoOpUpDownCounter,
    ObservableCounter,
    ObservableGauge,
    ObservableUpDownCounter,
    Synchronous,
    UpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #19aafb131c5ccfc7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/__init__.py:59 
from opentelemetry.metrics._internal.instrument import Gauge as _Gauge

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dba83118289591ba capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/__init__.py:60 
from opentelemetry.metrics._internal.instrument import NoOpGauge as _NoOpGauge

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #25be6af27ce10a02 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/__init__.py:61 
from opentelemetry.metrics._internal.observation import Observation

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0c087a67884cbab6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/__init__.py:41 
from opentelemetry.environment_variables import OTEL_PYTHON_METER_PROVIDER

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #eb6e8794a63e1254 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/__init__.py:42 
from opentelemetry.metrics._internal.instrument import (
    CallbackT,
    Counter,
    Gauge,
    Histogram,
    NoOpCounter,
    NoOpGauge,
    NoOpHistogram,
    NoOpObservableCounter,
    NoOpObservableGauge,
    NoOpObservableUpDownCounter,
    NoOpUpDownCounter,
    ObservableCounter,
    ObservableGauge,
    ObservableUpDownCounter,
    UpDownCounter,
    _MetricsHistogramAdvisory,
    _ProxyCounter,
    _ProxyGauge,
    _ProxyHistogram,
    _ProxyObservableCounter,
    _ProxyObservableGauge,
    _ProxyObservableUpDownCounter,
    _ProxyUpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d978d813d5d7dcaf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/__init__.py:67 
from opentelemetry.util._once import Once

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #77649db6351ac4ee capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/__init__.py:68 
from opentelemetry.util._providers import _load_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #791944e067e85d59 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/__init__.py:69 
from opentelemetry.util.types import (
    Attributes,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #26a93f64325d79dc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/instrument.py:18 
from opentelemetry import metrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bc5c23cc617b84b1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/instrument.py:19 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #afe2be7ae61b26a4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/instrument.py:20 
from opentelemetry.metrics._internal.observation import Observation

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #d1dd9066b009cb69 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/instrument.py:21 
from opentelemetry.util.types import (
    Attributes,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #0443c2df417d2a27 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/observation.py:5 
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bc477cbe8e0adbc8 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/observation.py:6 
from opentelemetry.util.types import Attributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #25e2a0a7b3942c20 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:63 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6dd4b88d10fe7a32 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:64 
from opentelemetry.environment_variables import OTEL_PROPAGATORS

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ab337af3e48c9ca7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:65 
from opentelemetry.propagators import composite, textmap

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #67f634af3321a2a6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:115 
        from opentelemetry.baggage.propagation import (  # noqa: PLC0415
            W3CBaggagePropagator,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #15bd3d7fe61e2338 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:120 
        from opentelemetry.trace.propagation.tracecontext import (  # noqa: PLC0415
            TraceContextTextMapPropagator,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #8a83eb5de59482cf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:129 
    from opentelemetry.util._importlib_metadata import (  # noqa: PLC0415
        entry_points,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #45b6a53d7a761a3d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagators/_envcarrier.py:15 
from opentelemetry.propagators.textmap import Getter, Setter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a59ed50c88bd41fe capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagators/composite.py:8 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #062da5b66a528fcc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagators/composite.py:9 
from opentelemetry.propagators import textmap

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #984ea61767d989fb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/propagators/textmap.py:8 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #51fd28c32385d80b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:74 
from opentelemetry import context as context_api

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #14ea0430aa366a60 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:75 
from opentelemetry.attributes import BoundedAttributes

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c7e8234ec153d2ab capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:76 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #a439974b31f229c2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:77 
from opentelemetry.environment_variables import OTEL_PYTHON_TRACER_PROVIDER

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e9088d485e670da3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:78 
from opentelemetry.trace.propagation import (
    _SPAN_KEY,
    get_current_span,
    set_span_in_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #c262520e7c943a13 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:83 
from opentelemetry.trace.span import (
    DEFAULT_TRACE_OPTIONS,
    DEFAULT_TRACE_STATE,
    INVALID_SPAN,
    INVALID_SPAN_CONTEXT,
    INVALID_SPAN_ID,
    INVALID_TRACE_ID,
    NonRecordingSpan,
    Span,
    SpanContext,
    TraceFlags,
    TraceState,
    format_span_id,
    format_trace_id,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #04656ab1139a6435 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:98 
from opentelemetry.trace.status import Status, StatusCode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #bb6327e98881f266 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:99 
from opentelemetry.util import types

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #accbee8ca72663bf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:100 
from opentelemetry.util._decorator import _agnosticcontextmanager

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #125d50b69bbed637 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:101 
from opentelemetry.util._once import Once

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #69fe21909f6cc79a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:102 
from opentelemetry.util._providers import _load_provider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cfc4544e0b25d94f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/__init__.py:4 
from opentelemetry.context import create_key, get_value, set_value

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ac59849b0a3b9df1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/__init__.py:5 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #dd694466cc3d4f90 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/__init__.py:6 
from opentelemetry.trace.span import INVALID_SPAN, Span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2106754cde27c815 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/tracecontext.py:6 
from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #73100f472cca32cf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/tracecontext.py:7 
from opentelemetry.context.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #30f6d3d3c49a70b0 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/tracecontext.py:8 
from opentelemetry.propagators import textmap

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #370715b697553f4a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/tracecontext.py:9 
from opentelemetry.trace import format_span_id, format_trace_id

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e504877cc7f1d3fc capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/propagation/tracecontext.py:10 
from opentelemetry.trace.span import TraceState

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #ad0d943dede20aca capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/span.py:14 
from opentelemetry.trace.status import Status, StatusCode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #126186c80882d983 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/trace/span.py:15 
from opentelemetry.util import types

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #cf2aba6a8a37a497 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/util/_providers.py:9 
    from opentelemetry.metrics import MeterProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #2a8ad6c556b898b4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/util/_providers.py:10 
    from opentelemetry.trace import TracerProvider

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #4b2b147b0c625c62 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/util/_providers.py:21 
    from opentelemetry.util._importlib_metadata import (  # noqa: PLC0415
        entry_points,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 7 low-confidence finding(s)
low env_fs — Environment-variable access. 7 locations
pkgs/python/[email protected]/src/opentelemetry/_logs/_internal/__init__.py:394
pkgs/python/[email protected]/src/opentelemetry/context/__init__.py:25
pkgs/python/[email protected]/src/opentelemetry/metrics/_internal/__init__.py:868
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:112
pkgs/python/[email protected]/src/opentelemetry/propagate/__init__.py:167
pkgs/python/[email protected]/src/opentelemetry/trace/__init__.py:573
pkgs/python/[email protected]/src/opentelemetry/util/_providers.py:28

opentelemetry-exporter-prometheus

python dependency
medium telemetry dependency Excluded from app score #870c00187d2342b6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:75 
from opentelemetry.exporter.prometheus._mapping import (
    map_unit,
    sanitize_attribute,
    sanitize_full_name,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #234ca849e00aff85 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:80 
from opentelemetry.sdk.environment_variables import (
    OTEL_EXPORTER_PROMETHEUS_HOST,
    OTEL_EXPORTER_PROMETHEUS_PORT,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #180292a83fb1d7cb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:84 
from opentelemetry.sdk.metrics import (
    Counter,
    ObservableCounter,
    ObservableGauge,
    ObservableUpDownCounter,
    UpDownCounter,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #6c1472262e444f34 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:91 
from opentelemetry.sdk.metrics import Histogram as HistogramInstrument

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #fb2a4e900b6535bf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:92 
from opentelemetry.sdk.metrics.export import (
    AggregationTemporality,
    DataT,
    Gauge,
    Histogram,
    HistogramDataPoint,
    Metric,
    MetricReader,
    MetricsData,
    Sum,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #87cb9a5ee5f5b021 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:103 
from opentelemetry.sdk.util.instrumentation import InstrumentationScope

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #88ca6e4c055aaa4a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:104 
from opentelemetry.semconv._incubating.attributes.otel_attributes import (
    OtelComponentTypeValues,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #85f43ac8dcffd968 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:107 
from opentelemetry.util.types import Attributes, AttributeValue

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 2 low-confidence finding(s)
low env_fs — Environment-variable access. 2 locations
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:519
pkgs/python/[email protected]/src/opentelemetry/exporter/prometheus/__init__.py:520

lm_eval

python dependency
medium pii_flow dependency Excluded from app score #efcd5e4a04c7389f — PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
pkgs/python/[email protected]/lm_eval/_cli/run.py:425 · flow /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:360 → /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:425 
                print(dumped)

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.
medium pii_flow dependency Excluded from app score #30d920a21d18098e — PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
pkgs/python/[email protected]/lm_eval/_cli/run.py:458 · flow /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:360 → /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:458 
            print(
                f"{cfg.model} ({cfg.model_args}), gen_kwargs: ({cfg.gen_kwargs}), "
                f"limit: {cfg.limit}, num_fewshot: {cfg.num_fewshot}, "
                f"batch_size: {cfg.batch_size}{f' ({batch_sizes})' if batch_sizes else ''}"
            )

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.
medium pii_flow dependency Excluded from app score #4ff9b58a8bd4916a — PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
pkgs/python/[email protected]/lm_eval/_cli/run.py:463 · flow /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:360 → /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:463 
            print(make_table(results))

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.
medium pii_flow dependency Excluded from app score #7d2d1b5e9f8f80ad — PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
pkgs/python/[email protected]/lm_eval/_cli/run.py:465 · flow /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:360 → /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/lm_eval/_cli/run.py:465 
                print(make_table(results, "groups"))

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.
expand_more 242 low-confidence finding(s)
low env_fs — Environment-variable access. 50 locations
pkgs/python/[email protected]/lm_eval/__init__.py:11
pkgs/python/[email protected]/lm_eval/__init__.py:13
pkgs/python/[email protected]/lm_eval/_cli/run.py:338
pkgs/python/[email protected]/lm_eval/_cli/run.py:359
pkgs/python/[email protected]/lm_eval/_cli/run.py:360
pkgs/python/[email protected]/lm_eval/api/metrics.py:525
pkgs/python/[email protected]/lm_eval/caching/cache.py:13
pkgs/python/[email protected]/lm_eval/evaluator.py:777
pkgs/python/[email protected]/lm_eval/models/anthropic_llms.py:299
pkgs/python/[email protected]/lm_eval/models/huggingface.py:357
pkgs/python/[email protected]/lm_eval/models/huggingface.py:358
pkgs/python/[email protected]/lm_eval/models/ibm_watsonx_ai.py:94
pkgs/python/[email protected]/lm_eval/models/ibm_watsonx_ai.py:95
pkgs/python/[email protected]/lm_eval/models/ibm_watsonx_ai.py:96
pkgs/python/[email protected]/lm_eval/models/ibm_watsonx_ai.py:97
pkgs/python/[email protected]/lm_eval/models/ibm_watsonx_ai.py:98
pkgs/python/[email protected]/lm_eval/models/ibm_watsonx_ai.py:99
pkgs/python/[email protected]/lm_eval/models/ibm_watsonx_ai.py:100
pkgs/python/[email protected]/lm_eval/models/openai_completions.py:138
pkgs/python/[email protected]/lm_eval/models/openai_completions.py:261
pkgs/python/[email protected]/lm_eval/models/openai_completions.py:305
pkgs/python/[email protected]/lm_eval/models/openai_completions.py:362
pkgs/python/[email protected]/lm_eval/models/openai_completions.py:363
pkgs/python/[email protected]/lm_eval/models/openai_completions.py:364
pkgs/python/[email protected]/lm_eval/models/openai_completions.py:385
pkgs/python/[email protected]/lm_eval/models/textsynth.py:65
pkgs/python/[email protected]/lm_eval/models/vllm_causallms.py:85
pkgs/python/[email protected]/lm_eval/models/vllm_causallms.py:86
pkgs/python/[email protected]/lm_eval/models/vllm_causallms.py:87
pkgs/python/[email protected]/lm_eval/models/vllm_causallms.py:88
pkgs/python/[email protected]/lm_eval/models/vllm_causallms.py:171
pkgs/python/[email protected]/lm_eval/models/vllm_causallms.py:475
pkgs/python/[email protected]/lm_eval/models/vllm_causallms.py:476
pkgs/python/[email protected]/lm_eval/tasks/arab_culture/utils_mcq.py:18
pkgs/python/[email protected]/lm_eval/tasks/arab_culture/utils_mcq.py:20
pkgs/python/[email protected]/lm_eval/tasks/arab_culture/utils_mcq.py:22
pkgs/python/[email protected]/lm_eval/tasks/arab_culture/utils_mcq.py:24
pkgs/python/[email protected]/lm_eval/tasks/arab_culture_completion/utils_completion.py:19
pkgs/python/[email protected]/lm_eval/tasks/arab_culture_completion/utils_completion.py:21
pkgs/python/[email protected]/lm_eval/tasks/arab_culture_completion/utils_completion.py:23
pkgs/python/[email protected]/lm_eval/tasks/arab_culture_completion/utils_completion.py:25
pkgs/python/[email protected]/lm_eval/tasks/ifeval/instructions_util.py:33
pkgs/python/[email protected]/lm_eval/tasks/pisa/utils.py:15
pkgs/python/[email protected]/lm_eval/tasks/pisa/utils.py:16
pkgs/python/[email protected]/lm_eval/tasks/pisa/utils.py:87
pkgs/python/[email protected]/lm_eval/tasks/pisa/utils.py:314
pkgs/python/[email protected]/lm_eval/tasks/realtoxicityprompts/metric.py:24
pkgs/python/[email protected]/lm_eval/tasks/realtoxicityprompts/metric.py:35
pkgs/python/[email protected]/lm_eval/tasks/ruler/prepare_niah.py:61
pkgs/python/[email protected]/lm_eval/utils.py:77
low env_fs — Filesystem access. 181 locations
pkgs/python/[email protected]/lm_eval/caching/cache.py:32
pkgs/python/[email protected]/lm_eval/caching/cache.py:48
pkgs/python/[email protected]/lm_eval/config/evaluate_config.py:248
pkgs/python/[email protected]/lm_eval/config/evaluate_config.py:324
pkgs/python/[email protected]/lm_eval/decontamination/archiver.py:29
pkgs/python/[email protected]/lm_eval/decontamination/archiver.py:61
pkgs/python/[email protected]/lm_eval/decontamination/archiver.py:94
pkgs/python/[email protected]/lm_eval/decontamination/archiver.py:114
pkgs/python/[email protected]/lm_eval/decontamination/archiver.py:136
pkgs/python/[email protected]/lm_eval/decontamination/archiver.py:146
pkgs/python/[email protected]/lm_eval/decontamination/archiver.py:153
pkgs/python/[email protected]/lm_eval/decontamination/decontaminate.py:41
pkgs/python/[email protected]/lm_eval/decontamination/decontaminate.py:67
pkgs/python/[email protected]/lm_eval/decontamination/decontaminate.py:81
pkgs/python/[email protected]/lm_eval/decontamination/decontaminate.py:92
pkgs/python/[email protected]/lm_eval/decontamination/decontaminate.py:163
pkgs/python/[email protected]/lm_eval/decontamination/janitor.py:141
pkgs/python/[email protected]/lm_eval/decontamination/janitor.py:145
pkgs/python/[email protected]/lm_eval/loggers/evaluation_tracker.py:281
pkgs/python/[email protected]/lm_eval/loggers/evaluation_tracker.py:348
pkgs/python/[email protected]/lm_eval/loggers/utils.py:62
pkgs/python/[email protected]/lm_eval/loggers/utils.py:66
pkgs/python/[email protected]/lm_eval/loggers/utils.py:72
pkgs/python/[email protected]/lm_eval/models/hf_steered.py:97
pkgs/python/[email protected]/lm_eval/models/optimum_lm.py:64
pkgs/python/[email protected]/lm_eval/prompts/__init__.py:57
pkgs/python/[email protected]/lm_eval/prompts/__init__.py:95
pkgs/python/[email protected]/lm_eval/tasks/aclue/_generate_configs.py:49
pkgs/python/[email protected]/lm_eval/tasks/aclue/_generate_configs.py:55
pkgs/python/[email protected]/lm_eval/tasks/aclue/_generate_configs.py:77
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:87
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:140
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:142
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:252
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:254
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:317
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:319
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:332
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:334
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:559
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot/acp_utils.py:560
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:87
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:140
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:142
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:252
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:254
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:317
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:319
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:332
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:334
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:559
pkgs/python/[email protected]/lm_eval/tasks/acpbench/gen_2shot_with_pddl/acp_utils.py:560
pkgs/python/[email protected]/lm_eval/tasks/afrimgsm/gen_utils.py:75
pkgs/python/[email protected]/lm_eval/tasks/afrimgsm/utils.py:155
pkgs/python/[email protected]/lm_eval/tasks/afrimmlu/gen_utils.py:56
pkgs/python/[email protected]/lm_eval/tasks/afrixnli/gen_utils.py:82
pkgs/python/[email protected]/lm_eval/tasks/afrixnli/utils.py:162
pkgs/python/[email protected]/lm_eval/tasks/afrixnli/utils.py:186
pkgs/python/[email protected]/lm_eval/tasks/afrobench/adr/gen_utils.py:58
pkgs/python/[email protected]/lm_eval/tasks/afrobench/afriqa/utils.py:78
pkgs/python/[email protected]/lm_eval/tasks/afrobench/afrisenti/utils.py:77
pkgs/python/[email protected]/lm_eval/tasks/afrobench/belebele/utils.py:108
pkgs/python/[email protected]/lm_eval/tasks/afrobench/flores/gen_utils.py:120
pkgs/python/[email protected]/lm_eval/tasks/afrobench/flores/gen_utils.py:144
pkgs/python/[email protected]/lm_eval/tasks/afrobench/injongointent/gen_utils.py:112
pkgs/python/[email protected]/lm_eval/tasks/afrobench/mafand/gen_utils.py:88
pkgs/python/[email protected]/lm_eval/tasks/afrobench/masakhaner/gen_utils.py:91
pkgs/python/[email protected]/lm_eval/tasks/afrobench/masakhanews/utils.py:76
pkgs/python/[email protected]/lm_eval/tasks/afrobench/masakhapos/gen_utils.py:104
pkgs/python/[email protected]/lm_eval/tasks/afrobench/naijarc/utils.py:46
pkgs/python/[email protected]/lm_eval/tasks/afrobench/ntrex/gen_utils.py:90
pkgs/python/[email protected]/lm_eval/tasks/afrobench/ntrex/gen_utils.py:113
pkgs/python/[email protected]/lm_eval/tasks/afrobench/openai_mmlu/utils.py:52
pkgs/python/[email protected]/lm_eval/tasks/afrobench/salt/gen_utils.py:68
pkgs/python/[email protected]/lm_eval/tasks/afrobench/salt/gen_utils.py:91
pkgs/python/[email protected]/lm_eval/tasks/afrobench/sib/utils.py:180
pkgs/python/[email protected]/lm_eval/tasks/afrobench/uhura-arc-easy/utils.py:78
pkgs/python/[email protected]/lm_eval/tasks/afrobench/xlsum/utils.py:67
pkgs/python/[email protected]/lm_eval/tasks/arab_culture/_generate_configs.py:72
pkgs/python/[email protected]/lm_eval/tasks/arab_culture/_generate_configs.py:93
pkgs/python/[email protected]/lm_eval/tasks/arab_culture/_generate_configs.py:111
pkgs/python/[email protected]/lm_eval/tasks/arab_culture_completion/_generate_configs.py:72
pkgs/python/[email protected]/lm_eval/tasks/arab_culture_completion/_generate_configs.py:94
pkgs/python/[email protected]/lm_eval/tasks/arab_culture_completion/_generate_configs.py:114
pkgs/python/[email protected]/lm_eval/tasks/arabicmmlu/_generate_configs.py:97
pkgs/python/[email protected]/lm_eval/tasks/arabicmmlu/_generate_configs.py:110
pkgs/python/[email protected]/lm_eval/tasks/basque_bench/flores_eu/create_yamls_flores_eu.py:285
pkgs/python/[email protected]/lm_eval/tasks/bbh/_generate_configs.py:30
pkgs/python/[email protected]/lm_eval/tasks/bbh/_generate_configs.py:73
pkgs/python/[email protected]/lm_eval/tasks/belebele/_generate_configs.py:32
pkgs/python/[email protected]/lm_eval/tasks/belebele/_generate_configs.py:38
pkgs/python/[email protected]/lm_eval/tasks/belebele/_generate_configs.py:60
pkgs/python/[email protected]/lm_eval/tasks/belebele/_generate_configs.py:93
pkgs/python/[email protected]/lm_eval/tasks/bigbench/generate_tasks.py:210
pkgs/python/[email protected]/lm_eval/tasks/blimp/generate_configs.py:79
pkgs/python/[email protected]/lm_eval/tasks/catalan_bench/flores_ca/create_yamls_flores_ca.py:286
pkgs/python/[email protected]/lm_eval/tasks/ceval/_generate_configs.py:86
pkgs/python/[email protected]/lm_eval/tasks/ceval/_generate_configs.py:92
pkgs/python/[email protected]/lm_eval/tasks/ceval/_generate_configs.py:114
pkgs/python/[email protected]/lm_eval/tasks/ceval/_generate_configs.py:137
pkgs/python/[email protected]/lm_eval/tasks/cmmlu/_generate_configs.py:101
pkgs/python/[email protected]/lm_eval/tasks/cmmlu/_generate_configs.py:107
pkgs/python/[email protected]/lm_eval/tasks/cmmlu/_generate_configs.py:129
pkgs/python/[email protected]/lm_eval/tasks/cmmlu/_generate_configs.py:159
pkgs/python/[email protected]/lm_eval/tasks/code_x_glue/code-text/bleu.py:187
pkgs/python/[email protected]/lm_eval/tasks/csatqa/_generate_configs.py:32
pkgs/python/[email protected]/lm_eval/tasks/csatqa/_generate_configs.py:46
pkgs/python/[email protected]/lm_eval/tasks/darijammlu/_generate_configs.py:85
pkgs/python/[email protected]/lm_eval/tasks/darijammlu/_generate_configs.py:107
pkgs/python/[email protected]/lm_eval/tasks/darijammlu/_generate_configs.py:120
pkgs/python/[email protected]/lm_eval/tasks/e2lmc/noor/_generate_configs.py:93
pkgs/python/[email protected]/lm_eval/tasks/e2lmc/noor/_generate_configs.py:99
pkgs/python/[email protected]/lm_eval/tasks/e2lmc/noor/_generate_configs.py:127
pkgs/python/[email protected]/lm_eval/tasks/e2lmc/noor/_generate_configs.py:148
pkgs/python/[email protected]/lm_eval/tasks/egymmlu/_generate_configs.py:105
pkgs/python/[email protected]/lm_eval/tasks/eus_exams/configs.py:27
pkgs/python/[email protected]/lm_eval/tasks/galician_bench/flores_gl/create_yamls_flores_gl.py:285
pkgs/python/[email protected]/lm_eval/tasks/global_piqa/completions/_generate_config.py:29
pkgs/python/[email protected]/lm_eval/tasks/global_piqa/completions/_generate_config.py:39
pkgs/python/[email protected]/lm_eval/tasks/global_piqa/prompted/_generate_config.py:29
pkgs/python/[email protected]/lm_eval/tasks/global_piqa/prompted/_generate_config.py:39
pkgs/python/[email protected]/lm_eval/tasks/gpqa/cot_n_shot/_generate_configs.py:11
pkgs/python/[email protected]/lm_eval/tasks/gpqa/cot_zeroshot/_generate_configs.py:11
pkgs/python/[email protected]/lm_eval/tasks/gpqa/generative/_generate_configs.py:11
pkgs/python/[email protected]/lm_eval/tasks/gpqa/n_shot/_generate_configs.py:11
pkgs/python/[email protected]/lm_eval/tasks/gpqa/zeroshot/_generate_configs.py:11
pkgs/python/[email protected]/lm_eval/tasks/longbench/_generate_config.py:221
pkgs/python/[email protected]/lm_eval/tasks/med_concepts_qa/_generate_configs.py:24
pkgs/python/[email protected]/lm_eval/tasks/mgsm/utils.py:164
pkgs/python/[email protected]/lm_eval/tasks/mlqa/generate_tasks.py:35
pkgs/python/[email protected]/lm_eval/tasks/mmlu/_generate_configs.py:93
pkgs/python/[email protected]/lm_eval/tasks/mmlu/_generate_configs.py:99
pkgs/python/[email protected]/lm_eval/tasks/mmlu/_generate_configs.py:127
pkgs/python/[email protected]/lm_eval/tasks/mmlu/_generate_configs.py:148
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_config_generator.py:57
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_config_generator.py:58
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_config_generator.py:98
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_config_generator.py:112
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_config_generator.py:131
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_config_generator.py:143
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_lite_config_generator.py:56
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_lite_config_generator.py:57
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_lite_config_generator.py:96
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_lite_config_generator.py:110
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_lite_config_generator.py:129
pkgs/python/[email protected]/lm_eval/tasks/mmlu_prox/mmlu_prox_lite_config_generator.py:141
pkgs/python/[email protected]/lm_eval/tasks/mmlusr/config.py:112
pkgs/python/[email protected]/lm_eval/tasks/mmlusr/config.py:118
pkgs/python/[email protected]/lm_eval/tasks/mmlusr/config.py:143
pkgs/python/[email protected]/lm_eval/tasks/mmlusr/config.py:153
pkgs/python/[email protected]/lm_eval/tasks/model_written_evals/advanced_ai_risk/_generate_configs.py:11
pkgs/python/[email protected]/lm_eval/tasks/model_written_evals/persona/_generate_configs.py:11
pkgs/python/[email protected]/lm_eval/tasks/noreval/ask_gec/errant.py:54
pkgs/python/[email protected]/lm_eval/tasks/noreval/ask_gec/errant.py:68
pkgs/python/[email protected]/lm_eval/tasks/noreval/ask_gec/errant.py:70
pkgs/python/[email protected]/lm_eval/tasks/noreval/ask_gec/errant.py:72
pkgs/python/[email protected]/lm_eval/tasks/okapi/mmlu_multilingual/_generate_configs.py:12
pkgs/python/[email protected]/lm_eval/tasks/openai-mmmlu/_generate_configs.py:59
pkgs/python/[email protected]/lm_eval/tasks/paws-x/_generate_config.py:63
pkgs/python/[email protected]/lm_eval/tasks/portuguese_bench/flores_pt/create_yamls_flores_pt.py:285
pkgs/python/[email protected]/lm_eval/tasks/ruler/essays.py:47
pkgs/python/[email protected]/lm_eval/tasks/ruler/essays.py:64
pkgs/python/[email protected]/lm_eval/tasks/ruler/essays.py:114
pkgs/python/[email protected]/lm_eval/tasks/score/math/utils_math.py:135
pkgs/python/[email protected]/lm_eval/tasks/score/non_greedy_summarizer.py:52
pkgs/python/[email protected]/lm_eval/tasks/score/utils.py:50
pkgs/python/[email protected]/lm_eval/tasks/score/utils.py:82
pkgs/python/[email protected]/lm_eval/tasks/score/utils.py:142
pkgs/python/[email protected]/lm_eval/tasks/spanish_bench/flores_es/create_yamls_flores_es.py:285
pkgs/python/[email protected]/lm_eval/tasks/tmlu/default/_generate_configs.py:112
pkgs/python/[email protected]/lm_eval/tasks/tmlu/default/_generate_configs.py:118
pkgs/python/[email protected]/lm_eval/tasks/tmlu/default/_generate_configs.py:166
pkgs/python/[email protected]/lm_eval/tasks/tmlu/default/_generate_configs.py:188
pkgs/python/[email protected]/lm_eval/tasks/tmmluplus/default/_generate_configs.py:141
pkgs/python/[email protected]/lm_eval/tasks/tmmluplus/default/_generate_configs.py:147
pkgs/python/[email protected]/lm_eval/tasks/tmmluplus/default/_generate_configs.py:178
pkgs/python/[email protected]/lm_eval/tasks/tmmluplus/default/_generate_configs.py:200
pkgs/python/[email protected]/lm_eval/tasks/translation/utils.py:63
pkgs/python/[email protected]/lm_eval/tasks/xnli/utils.py:119
pkgs/python/[email protected]/lm_eval/tasks/xwinograd/utils.py:54
pkgs/python/[email protected]/lm_eval/utils.py:542
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 9 locations
pkgs/python/[email protected]/lm_eval/models/api_models.py:465
pkgs/python/[email protected]/lm_eval/models/api_models.py:514
pkgs/python/[email protected]/lm_eval/models/gguf.py:62
pkgs/python/[email protected]/lm_eval/models/textsynth.py:45
pkgs/python/[email protected]/lm_eval/tasks/bbh/_generate_configs.py:38
pkgs/python/[email protected]/lm_eval/tasks/ruler/essays.py:28
pkgs/python/[email protected]/lm_eval/tasks/ruler/qa_utils.py:38
pkgs/python/[email protected]/lm_eval/utils.py:718
pkgs/python/[email protected]/lm_eval/utils.py:850
low egress — Hardcoded external endpoint. Review what data is sent to this destination. 2 locations
pkgs/python/[email protected]/lm_eval/tasks/belebele/_generate_configs.py:42
pkgs/python/[email protected]/lm_eval/tasks/eus_exams/configs.py:9

accelerate

python dependency
medium telemetry dependency Excluded from app score #8d6e63863a341b92 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/accelerate/tracking.py:654 
            self.writer.track(value, name=key, step=step, **kwargs)

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
medium telemetry dependency Excluded from app score #e3e87b0baf910387 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/src/accelerate/tracking.py:686 
            self.writer.track(aim_image, name=key, step=step, **track_kw)

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 225 low-confidence finding(s)
low env_fs — Filesystem access. 30 locations
pkgs/python/[email protected]/setup.py:61
pkgs/python/[email protected]/src/accelerate/accelerator.py:3523
pkgs/python/[email protected]/src/accelerate/commands/config/config_args.py:54
pkgs/python/[email protected]/src/accelerate/commands/config/config_args.py:131
pkgs/python/[email protected]/src/accelerate/commands/config/config_args.py:144
pkgs/python/[email protected]/src/accelerate/commands/config/config_args.py:151
pkgs/python/[email protected]/src/accelerate/commands/config/config_args.py:163
pkgs/python/[email protected]/src/accelerate/commands/launch.py:1055
pkgs/python/[email protected]/src/accelerate/commands/to_fsdp2.py:154
pkgs/python/[email protected]/src/accelerate/commands/to_fsdp2.py:171
pkgs/python/[email protected]/src/accelerate/commands/tpu.py:115
pkgs/python/[email protected]/src/accelerate/test_utils/examples.py:89
pkgs/python/[email protected]/src/accelerate/test_utils/examples.py:91
pkgs/python/[email protected]/src/accelerate/test_utils/examples.py:93
pkgs/python/[email protected]/src/accelerate/test_utils/examples.py:96
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/external_deps/test_checkpointing.py:184
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/external_deps/test_checkpointing.py:224
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/external_deps/test_peak_memory_usage.py:273
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/external_deps/test_performance.py:233
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/test_script.py:96
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/test_script.py:99
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/test_script.py:104
pkgs/python/[email protected]/src/accelerate/tracking.py:237
pkgs/python/[email protected]/src/accelerate/utils/deepspeed.py:142
pkgs/python/[email protected]/src/accelerate/utils/launch.py:723
pkgs/python/[email protected]/src/accelerate/utils/launch.py:736
pkgs/python/[email protected]/src/accelerate/utils/modeling.py:1909
pkgs/python/[email protected]/src/accelerate/utils/offload.py:75
pkgs/python/[email protected]/src/accelerate/utils/offload.py:81
pkgs/python/[email protected]/src/accelerate/utils/offload.py:154
low env_fs — Environment-variable access. 195 locations
pkgs/python/[email protected]/src/accelerate/accelerator.py:346
pkgs/python/[email protected]/src/accelerate/accelerator.py:366
pkgs/python/[email protected]/src/accelerate/accelerator.py:380
pkgs/python/[email protected]/src/accelerate/accelerator.py:389
pkgs/python/[email protected]/src/accelerate/accelerator.py:395
pkgs/python/[email protected]/src/accelerate/accelerator.py:403
pkgs/python/[email protected]/src/accelerate/accelerator.py:408
pkgs/python/[email protected]/src/accelerate/accelerator.py:457
pkgs/python/[email protected]/src/accelerate/accelerator.py:1474
pkgs/python/[email protected]/src/accelerate/accelerator.py:1800
pkgs/python/[email protected]/src/accelerate/accelerator.py:1874
pkgs/python/[email protected]/src/accelerate/accelerator.py:2356
pkgs/python/[email protected]/src/accelerate/accelerator.py:2371
pkgs/python/[email protected]/src/accelerate/accelerator.py:2988
pkgs/python/[email protected]/src/accelerate/commands/config/config_args.py:30
pkgs/python/[email protected]/src/accelerate/commands/config/sagemaker.py:106
pkgs/python/[email protected]/src/accelerate/commands/config/sagemaker.py:113
pkgs/python/[email protected]/src/accelerate/commands/config/sagemaker.py:116
pkgs/python/[email protected]/src/accelerate/commands/config/sagemaker.py:119
pkgs/python/[email protected]/src/accelerate/launchers.py:124
pkgs/python/[email protected]/src/accelerate/launchers.py:137
pkgs/python/[email protected]/src/accelerate/launchers.py:211
pkgs/python/[email protected]/src/accelerate/launchers.py:265
pkgs/python/[email protected]/src/accelerate/logging.py:128
pkgs/python/[email protected]/src/accelerate/parallelism_config.py:277
pkgs/python/[email protected]/src/accelerate/parallelism_config.py:279
pkgs/python/[email protected]/src/accelerate/parallelism_config.py:281
pkgs/python/[email protected]/src/accelerate/parallelism_config.py:283
pkgs/python/[email protected]/src/accelerate/parallelism_config.py:285
pkgs/python/[email protected]/src/accelerate/parallelism_config.py:287
pkgs/python/[email protected]/src/accelerate/parallelism_config.py:289
pkgs/python/[email protected]/src/accelerate/state.py:182
pkgs/python/[email protected]/src/accelerate/state.py:189
pkgs/python/[email protected]/src/accelerate/state.py:190
pkgs/python/[email protected]/src/accelerate/state.py:202
pkgs/python/[email protected]/src/accelerate/state.py:204
pkgs/python/[email protected]/src/accelerate/state.py:213
pkgs/python/[email protected]/src/accelerate/state.py:224
pkgs/python/[email protected]/src/accelerate/state.py:228
pkgs/python/[email protected]/src/accelerate/state.py:230
pkgs/python/[email protected]/src/accelerate/state.py:231
pkgs/python/[email protected]/src/accelerate/state.py:237
pkgs/python/[email protected]/src/accelerate/state.py:239
pkgs/python/[email protected]/src/accelerate/state.py:240
pkgs/python/[email protected]/src/accelerate/state.py:249
pkgs/python/[email protected]/src/accelerate/state.py:250
pkgs/python/[email protected]/src/accelerate/state.py:251
pkgs/python/[email protected]/src/accelerate/state.py:252
pkgs/python/[email protected]/src/accelerate/state.py:253
pkgs/python/[email protected]/src/accelerate/state.py:254
pkgs/python/[email protected]/src/accelerate/state.py:256
pkgs/python/[email protected]/src/accelerate/state.py:302
pkgs/python/[email protected]/src/accelerate/state.py:307
pkgs/python/[email protected]/src/accelerate/state.py:320
pkgs/python/[email protected]/src/accelerate/state.py:735
pkgs/python/[email protected]/src/accelerate/state.py:772
pkgs/python/[email protected]/src/accelerate/state.py:807
pkgs/python/[email protected]/src/accelerate/state.py:967
pkgs/python/[email protected]/src/accelerate/state.py:968
pkgs/python/[email protected]/src/accelerate/state.py:969
pkgs/python/[email protected]/src/accelerate/state.py:972
pkgs/python/[email protected]/src/accelerate/state.py:973
pkgs/python/[email protected]/src/accelerate/state.py:975
pkgs/python/[email protected]/src/accelerate/state.py:998
pkgs/python/[email protected]/src/accelerate/state.py:1011
pkgs/python/[email protected]/src/accelerate/state.py:1018
pkgs/python/[email protected]/src/accelerate/state.py:1018
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/external_deps/test_metrics.py:34
pkgs/python/[email protected]/src/accelerate/test_utils/scripts/test_notebook.py:53
pkgs/python/[email protected]/src/accelerate/test_utils/testing.py:138
pkgs/python/[email protected]/src/accelerate/test_utils/testing.py:798
pkgs/python/[email protected]/src/accelerate/test_utils/testing.py:829
pkgs/python/[email protected]/src/accelerate/tracking.py:737
pkgs/python/[email protected]/src/accelerate/tracking.py:738
pkgs/python/[email protected]/src/accelerate/tracking.py:739
pkgs/python/[email protected]/src/accelerate/tracking.py:743
pkgs/python/[email protected]/src/accelerate/tracking.py:935
pkgs/python/[email protected]/src/accelerate/tracking.py:936
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:413
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:415
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:417
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:422
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:427
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:449
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:472
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1089
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1093
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1095
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1098
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1101
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1102
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1224
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1228
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1232
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1235
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1238
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1241
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1241
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1246
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1250
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1253
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1256
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1259
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1324
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1324
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1506
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1519
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1806
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1821
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1832
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1832
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1862
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1868
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1885
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1899
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1905
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1914
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1920
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1929
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1935
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1939
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1943
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:1947
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2012
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2012
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2209
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2241
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2245
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2250
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2254
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2584
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2586
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2588
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2590
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2592
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2594
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2596
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2599
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2603
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2606
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2608
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2613
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2615
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2617
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2620
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2623
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2625
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2627
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2629
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2631
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2633
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2635
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2637
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2639
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2642
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2645
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2648
pkgs/python/[email protected]/src/accelerate/utils/dataclasses.py:2652
pkgs/python/[email protected]/src/accelerate/utils/environment.py:77
pkgs/python/[email protected]/src/accelerate/utils/environment.py:85
pkgs/python/[email protected]/src/accelerate/utils/environment.py:90
pkgs/python/[email protected]/src/accelerate/utils/environment.py:163
pkgs/python/[email protected]/src/accelerate/utils/environment.py:368
pkgs/python/[email protected]/src/accelerate/utils/environment.py:369
pkgs/python/[email protected]/src/accelerate/utils/environment.py:374
pkgs/python/[email protected]/src/accelerate/utils/environment.py:375
pkgs/python/[email protected]/src/accelerate/utils/environment.py:399
pkgs/python/[email protected]/src/accelerate/utils/environment.py:400
pkgs/python/[email protected]/src/accelerate/utils/environment.py:401
pkgs/python/[email protected]/src/accelerate/utils/environment.py:410
pkgs/python/[email protected]/src/accelerate/utils/environment.py:412
pkgs/python/[email protected]/src/accelerate/utils/environment.py:439
pkgs/python/[email protected]/src/accelerate/utils/environment.py:444
pkgs/python/[email protected]/src/accelerate/utils/environment.py:446
pkgs/python/[email protected]/src/accelerate/utils/environment.py:448
pkgs/python/[email protected]/src/accelerate/utils/fsdp_utils.py:44
pkgs/python/[email protected]/src/accelerate/utils/fsdp_utils.py:45
pkgs/python/[email protected]/src/accelerate/utils/fsdp_utils.py:46
pkgs/python/[email protected]/src/accelerate/utils/fsdp_utils.py:53
pkgs/python/[email protected]/src/accelerate/utils/imports.py:222
pkgs/python/[email protected]/src/accelerate/utils/launch.py:132
pkgs/python/[email protected]/src/accelerate/utils/launch.py:257
pkgs/python/[email protected]/src/accelerate/utils/launch.py:528
pkgs/python/[email protected]/src/accelerate/utils/launch.py:660
pkgs/python/[email protected]/src/accelerate/utils/launch.py:664
pkgs/python/[email protected]/src/accelerate/utils/launch.py:666
pkgs/python/[email protected]/src/accelerate/utils/launch.py:667
pkgs/python/[email protected]/src/accelerate/utils/launch.py:778
pkgs/python/[email protected]/src/accelerate/utils/launch.py:803
pkgs/python/[email protected]/src/accelerate/utils/launch.py:804
pkgs/python/[email protected]/src/accelerate/utils/launch.py:821
pkgs/python/[email protected]/src/accelerate/utils/launch.py:822
pkgs/python/[email protected]/src/accelerate/utils/launch.py:823
pkgs/python/[email protected]/src/accelerate/utils/launch.py:824
pkgs/python/[email protected]/src/accelerate/utils/launch.py:826

optimum

python dependency
medium telemetry dependency Excluded from app score #f912c2b36ff27b64 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/optimum/runs_base.py:269 
                with self.track():

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 39 low-confidence finding(s)
low env_fs — Environment-variable access. 30 locations
pkgs/python/[email protected]/optimum/exporters/onnx/convert.py:525
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:245
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:256
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:281
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:283
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:313
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:318
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:418
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:428
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:432
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:434
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:436
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:437
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:439
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:443
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:444
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:445
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:446
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:481
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:483
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:488
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:529
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:534
pkgs/python/[email protected]/optimum/onnxruntime/utils.py:259
pkgs/python/[email protected]/optimum/onnxruntime/utils.py:264
pkgs/python/[email protected]/optimum/runs_base.py:24
pkgs/python/[email protected]/optimum/utils/logging.py:59
pkgs/python/[email protected]/optimum/utils/testing_utils.py:93
pkgs/python/[email protected]/optimum/utils/testing_utils.py:104
pkgs/python/[email protected]/optimum/utils/testing_utils.py:105
low env_fs — Filesystem access. 9 locations
pkgs/python/[email protected]/optimum/exporters/tasks.py:1314
pkgs/python/[email protected]/optimum/exporters/tasks.py:1681
pkgs/python/[email protected]/optimum/exporters/tflite/convert.py:373
pkgs/python/[email protected]/optimum/gptq/quantizer.py:665
pkgs/python/[email protected]/optimum/gptq/quantizer.py:755
pkgs/python/[email protected]/optimum/onnxruntime/training_args.py:363
pkgs/python/[email protected]/optimum/onnxruntime/utils.py:240
pkgs/python/[email protected]/setup.py:9
pkgs/python/[email protected]/setup.py:96

transformers

python dependency
medium pii_flow dependency Excluded from app score #81249acfec357792 — PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process.
pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2514 · flow /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2512 → /tmp/closeopen-tdy9y73n/pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2514 
            logger.debug(f"[Kubeflow] Token file not found: {token_path}")

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.
expand_more 399 low-confidence finding(s)
low env_fs — Filesystem access. 249 locations
pkgs/python/[email protected]/setup.py:311
pkgs/python/[email protected]/setup.py:331
pkgs/python/[email protected]/src/transformers/audio_utils.py:339
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:176
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:182
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:228
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:246
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:333
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:392
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:517
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:567
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:572
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:589
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:593
pkgs/python/[email protected]/src/transformers/cli/add_new_model_like.py:598
pkgs/python/[email protected]/src/transformers/cli/chat.py:363
pkgs/python/[email protected]/src/transformers/cli/chat.py:659
pkgs/python/[email protected]/src/transformers/configuration_utils.py:921
pkgs/python/[email protected]/src/transformers/configuration_utils.py:1136
pkgs/python/[email protected]/src/transformers/convert_slow_tokenizer.py:159
pkgs/python/[email protected]/src/transformers/convert_slow_tokenizer.py:706
pkgs/python/[email protected]/src/transformers/convert_slow_tokenizer.py:1713
pkgs/python/[email protected]/src/transformers/convert_slow_tokenizer.py:1753
pkgs/python/[email protected]/src/transformers/convert_slow_tokenizer.py:1843
pkgs/python/[email protected]/src/transformers/convert_slow_tokenizer.py:2003
pkgs/python/[email protected]/src/transformers/data/metrics/squad_metrics.py:576
pkgs/python/[email protected]/src/transformers/data/metrics/squad_metrics.py:580
pkgs/python/[email protected]/src/transformers/data/metrics/squad_metrics.py:584
pkgs/python/[email protected]/src/transformers/data/metrics/squad_metrics.py:769
pkgs/python/[email protected]/src/transformers/data/metrics/squad_metrics.py:772
pkgs/python/[email protected]/src/transformers/data/metrics/squad_metrics.py:776
pkgs/python/[email protected]/src/transformers/data/processors/squad.py:515
pkgs/python/[email protected]/src/transformers/data/processors/squad.py:536
pkgs/python/[email protected]/src/transformers/data/processors/utils.py:119
pkgs/python/[email protected]/src/transformers/distributed/configuration_utils.py:86
pkgs/python/[email protected]/src/transformers/dynamic_module_utils.py:133
pkgs/python/[email protected]/src/transformers/dynamic_module_utils.py:186
pkgs/python/[email protected]/src/transformers/dynamic_module_utils.py:298
pkgs/python/[email protected]/src/transformers/dynamic_module_utils.py:341
pkgs/python/[email protected]/src/transformers/dynamic_module_utils.py:813
pkgs/python/[email protected]/src/transformers/feature_extraction_utils.py:611
pkgs/python/[email protected]/src/transformers/feature_extraction_utils.py:639
pkgs/python/[email protected]/src/transformers/generation/configuration_utils.py:1088
pkgs/python/[email protected]/src/transformers/generation/configuration_utils.py:1251
pkgs/python/[email protected]/src/transformers/generation/configuration_utils.py:1372
pkgs/python/[email protected]/src/transformers/hf_argparser.py:333
pkgs/python/[email protected]/src/transformers/hf_argparser.py:403
pkgs/python/[email protected]/src/transformers/hf_argparser.py:425
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pkgs/python/[email protected]/src/transformers/testing_utils.py:2311
pkgs/python/[email protected]/src/transformers/testing_utils.py:2579
pkgs/python/[email protected]/src/transformers/testing_utils.py:2828
pkgs/python/[email protected]/src/transformers/testing_utils.py:2864
pkgs/python/[email protected]/src/transformers/testing_utils.py:2867
pkgs/python/[email protected]/src/transformers/testing_utils.py:2869
pkgs/python/[email protected]/src/transformers/testing_utils.py:2986
pkgs/python/[email protected]/src/transformers/testing_utils.py:3224
pkgs/python/[email protected]/src/transformers/testing_utils.py:3225
pkgs/python/[email protected]/src/transformers/testing_utils.py:3248
pkgs/python/[email protected]/src/transformers/testing_utils.py:3449
pkgs/python/[email protected]/src/transformers/testing_utils.py:3472
pkgs/python/[email protected]/src/transformers/testing_utils.py:3646
pkgs/python/[email protected]/src/transformers/testing_utils.py:3765
pkgs/python/[email protected]/src/transformers/testing_utils.py:3802
pkgs/python/[email protected]/src/transformers/testing_utils.py:3878
pkgs/python/[email protected]/src/transformers/trainer.py:2465
pkgs/python/[email protected]/src/transformers/trainer_utils.py:166
pkgs/python/[email protected]/src/transformers/trainer_utils.py:167
pkgs/python/[email protected]/src/transformers/trainer_utils.py:169
pkgs/python/[email protected]/src/transformers/trainer_utils.py:170
pkgs/python/[email protected]/src/transformers/trainer_utils.py:172
pkgs/python/[email protected]/src/transformers/training_args.py:86
pkgs/python/[email protected]/src/transformers/training_args.py:1556
pkgs/python/[email protected]/src/transformers/training_args.py:1576
pkgs/python/[email protected]/src/transformers/training_args.py:1578
pkgs/python/[email protected]/src/transformers/training_args.py:1650
pkgs/python/[email protected]/src/transformers/training_args.py:1810
pkgs/python/[email protected]/src/transformers/training_args.py:1834
pkgs/python/[email protected]/src/transformers/training_args.py:1837
pkgs/python/[email protected]/src/transformers/training_args.py:1880
pkgs/python/[email protected]/src/transformers/training_args.py:2766
pkgs/python/[email protected]/src/transformers/utils/hub.py:107
pkgs/python/[email protected]/src/transformers/utils/hub.py:178
pkgs/python/[email protected]/src/transformers/utils/hub.py:185
pkgs/python/[email protected]/src/transformers/utils/hub.py:187
pkgs/python/[email protected]/src/transformers/utils/hub.py:191
pkgs/python/[email protected]/src/transformers/utils/hub.py:192
pkgs/python/[email protected]/src/transformers/utils/hub.py:193
pkgs/python/[email protected]/src/transformers/utils/hub.py:194
pkgs/python/[email protected]/src/transformers/utils/hub.py:215
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:118
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:123
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:130
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:356
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:358
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:362
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:364
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:434
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:1640
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:1689
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:1701
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:1715
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:1725
pkgs/python/[email protected]/src/transformers/utils/import_utils.py:1738
pkgs/python/[email protected]/src/transformers/utils/logging.py:64
pkgs/python/[email protected]/src/transformers/utils/logging.py:108
pkgs/python/[email protected]/src/transformers/utils/logging.py:114
pkgs/python/[email protected]/src/transformers/utils/logging.py:322
pkgs/python/[email protected]/src/transformers/utils/network_logging.py:338
pkgs/python/[email protected]/src/transformers/utils/network_logging.py:344
pkgs/python/[email protected]/src/transformers/utils/notebook.py:128
low egress dependency Excluded from app score #cb1829d1fe1f99c0 capability detected · no path traced — Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/src/transformers/utils/attention_visualizer.py:183 
            img = Image.open(io.BytesIO(httpx.get(img, follow_redirects=True).content))

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

typer

python dependency
medium telemetry dependency Excluded from app score #7cfbb7714f98ff3a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/docs_src/progressbar/tutorial001_py310.py:12 
    for value in track(range(100), description="Processing..."):

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.
expand_more 42 low-confidence finding(s)
low env_fs — Filesystem access. 23 locations
pkgs/python/[email protected]/docs_src/launch/tutorial002_py310.py:17
pkgs/python/[email protected]/docs_src/parameter_types/path/tutorial001_an_py310.py:15
pkgs/python/[email protected]/docs_src/parameter_types/path/tutorial001_py310.py:14
pkgs/python/[email protected]/docs_src/parameter_types/path/tutorial002_an_py310.py:23
pkgs/python/[email protected]/docs_src/parameter_types/path/tutorial002_py310.py:20
pkgs/python/[email protected]/scripts/add_latest_release_date.py:12
pkgs/python/[email protected]/scripts/add_latest_release_date.py:31
pkgs/python/[email protected]/scripts/docs.py:29
pkgs/python/[email protected]/scripts/docs.py:53
pkgs/python/[email protected]/scripts/docs.py:64
pkgs/python/[email protected]/scripts/docs.py:133
pkgs/python/[email protected]/scripts/docs.py:181
pkgs/python/[email protected]/scripts/docs.py:237
pkgs/python/[email protected]/scripts/docs.py:244
pkgs/python/[email protected]/scripts/docs.py:259
pkgs/python/[email protected]/typer/_completion_shared.py:103
pkgs/python/[email protected]/typer/_completion_shared.py:109
pkgs/python/[email protected]/typer/_completion_shared.py:115
pkgs/python/[email protected]/typer/_completion_shared.py:125
pkgs/python/[email protected]/typer/_completion_shared.py:136
pkgs/python/[email protected]/typer/_completion_shared.py:143
pkgs/python/[email protected]/typer/_completion_shared.py:154
pkgs/python/[email protected]/typer/cli.py:311
low env_fs — Environment-variable access. 19 locations
pkgs/python/[email protected]/scripts/docs.py:24
pkgs/python/[email protected]/scripts/docs.py:88
pkgs/python/[email protected]/typer/_completion_classes.py:42
pkgs/python/[email protected]/typer/_completion_classes.py:43
pkgs/python/[email protected]/typer/_completion_classes.py:78
pkgs/python/[email protected]/typer/_completion_classes.py:129
pkgs/python/[email protected]/typer/_completion_classes.py:153
pkgs/python/[email protected]/typer/_completion_classes.py:182
pkgs/python/[email protected]/typer/_completion_classes.py:183
pkgs/python/[email protected]/typer/_completion_shared.py:210
pkgs/python/[email protected]/typer/completion.py:19
pkgs/python/[email protected]/typer/completion.py:49
pkgs/python/[email protected]/typer/core.py:29
pkgs/python/[email protected]/typer/core.py:636
pkgs/python/[email protected]/typer/main.py:65
pkgs/python/[email protected]/typer/main.py:66
pkgs/python/[email protected]/typer/rich_utils.py:69
pkgs/python/[email protected]/typer/rich_utils.py:74
pkgs/python/[email protected]/typer/rich_utils.py:77

PyYAML

python dependency
expand_more 3 low-confidence finding(s)
low env_fs — Environment-variable access. 3 locations
pkgs/python/[email protected]/setup.py:72
pkgs/python/[email protected]/setup.py:81
pkgs/python/[email protected]/setup.py:160

adlfs

python dependency
expand_more 11 low-confidence finding(s)
low env_fs — Environment-variable access. 9 locations
pkgs/python/[email protected]/adlfs/spec.py:303
pkgs/python/[email protected]/adlfs/spec.py:304
pkgs/python/[email protected]/adlfs/spec.py:305
pkgs/python/[email protected]/adlfs/spec.py:308
pkgs/python/[email protected]/adlfs/spec.py:309
pkgs/python/[email protected]/adlfs/spec.py:310
pkgs/python/[email protected]/adlfs/spec.py:311
pkgs/python/[email protected]/adlfs/spec.py:315
pkgs/python/[email protected]/adlfs/spec.py:320
low env_fs — Filesystem access. 2 locations
pkgs/python/[email protected]/adlfs/spec.py:1747
pkgs/python/[email protected]/adlfs/spec.py:1847

antlr4-python3-runtime

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #8e6e09a3049eba92 capability detected · no path traced — Filesystem access.
pkgs/python/[email protected]/src/antlr4/FileStream.py:25 
        with open(fileName, 'rb') as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

apollo-torch

python dependency
expand_more 2 low-confidence finding(s)
low env_fs — Filesystem access. 2 locations
pkgs/python/[email protected]/setup.py:3
pkgs/python/[email protected]/setup.py:6

art

python dependency
expand_more 4 low-confidence finding(s)
low env_fs — Filesystem access. 4 locations
pkgs/python/[email protected]/art/functions.py:367
pkgs/python/[email protected]/setup.py:17
pkgs/python/[email protected]/setup.py:24
pkgs/python/[email protected]/setup.py:27

auto-gptq

python dependency
expand_more 14 low-confidence finding(s)
low env_fs — Filesystem access. 3 locations
pkgs/python/[email protected]/auto_gptq/modeling/_base.py:59
pkgs/python/[email protected]/auto_gptq/modeling/_base.py:96
pkgs/python/[email protected]/setup.py:17
low env_fs — Environment-variable access. 11 locations
pkgs/python/[email protected]/auto_gptq/quantization/gptq.py:35
pkgs/python/[email protected]/auto_gptq/quantization/gptq.py:157
pkgs/python/[email protected]/auto_gptq/quantization/gptq.py:180
pkgs/python/[email protected]/auto_gptq/quantization/gptq.py:191
pkgs/python/[email protected]/setup.py:9
pkgs/python/[email protected]/setup.py:10
pkgs/python/[email protected]/setup.py:38
pkgs/python/[email protected]/setup.py:39
pkgs/python/[email protected]/setup.py:48
pkgs/python/[email protected]/setup.py:58
pkgs/python/[email protected]/setup.py:145

came_pytorch

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #478850c67dd18cf0 capability detected · no path traced — Filesystem access.
pkgs/python/[email protected]/setup.py:3 
with open("README.md", "r") as fh:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

causal_conv1d

python dependency
expand_more 11 low-confidence finding(s)
low env_fs — Filesystem access. 2 locations
pkgs/python/[email protected]/setup.py:30
pkgs/python/[email protected]/setup.py:258
low env_fs — Environment-variable access. 9 locations
pkgs/python/[email protected]/setup.py:43
pkgs/python/[email protected]/setup.py:44
pkgs/python/[email protected]/setup.py:46
pkgs/python/[email protected]/setup.py:86
pkgs/python/[email protected]/setup.py:149
pkgs/python/[email protected]/setup.py:213
pkgs/python/[email protected]/setup.py:261
pkgs/python/[email protected]/setup.py:299
pkgs/python/[email protected]/setup.py:300

colorama

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #ba70f2603b7a899f capability detected · no path traced — Environment-variable access.
pkgs/python/[email protected]/colorama/ansitowin32.py:51 
        if 'PYCHARM_HOSTED' in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

datasets

python dependency
expand_more 74 low-confidence finding(s)
low env_fs — Filesystem access. 49 locations
pkgs/python/[email protected]/setup.py:238
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:2063
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:2065
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:6840
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:6849
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:6947
pkgs/python/[email protected]/src/datasets/features/features.py:1178
pkgs/python/[email protected]/src/datasets/info.py:334
pkgs/python/[email protected]/src/datasets/info.py:363
pkgs/python/[email protected]/src/datasets/load.py:424
pkgs/python/[email protected]/src/datasets/load.py:478
pkgs/python/[email protected]/src/datasets/load.py:602
pkgs/python/[email protected]/src/datasets/load.py:687
pkgs/python/[email protected]/src/datasets/load.py:863
pkgs/python/[email protected]/src/datasets/load.py:867
pkgs/python/[email protected]/src/datasets/packaged_modules/arrow/arrow.py:40
pkgs/python/[email protected]/src/datasets/packaged_modules/arrow/arrow.py:62
pkgs/python/[email protected]/src/datasets/packaged_modules/cache/cache.py:52
pkgs/python/[email protected]/src/datasets/packaged_modules/cache/cache.py:80
pkgs/python/[email protected]/src/datasets/packaged_modules/cache/cache.py:185
pkgs/python/[email protected]/src/datasets/packaged_modules/eval/eval.py:62
pkgs/python/[email protected]/src/datasets/packaged_modules/folder_based_builder/folder_based_builder.py:313
pkgs/python/[email protected]/src/datasets/packaged_modules/folder_based_builder/folder_based_builder.py:352
pkgs/python/[email protected]/src/datasets/packaged_modules/hdf5/hdf5.py:59
pkgs/python/[email protected]/src/datasets/packaged_modules/hdf5/hdf5.py:75
pkgs/python/[email protected]/src/datasets/packaged_modules/json/json.py:142
pkgs/python/[email protected]/src/datasets/packaged_modules/json/json.py:154
pkgs/python/[email protected]/src/datasets/packaged_modules/json/json.py:243
pkgs/python/[email protected]/src/datasets/packaged_modules/lance/lance.py:86
pkgs/python/[email protected]/src/datasets/packaged_modules/pandas/pandas.py:55
pkgs/python/[email protected]/src/datasets/packaged_modules/parquet/parquet.py:117
pkgs/python/[email protected]/src/datasets/packaged_modules/parquet/parquet.py:164
pkgs/python/[email protected]/src/datasets/packaged_modules/parquet/parquet.py:190
pkgs/python/[email protected]/src/datasets/packaged_modules/spark/spark.py:148
pkgs/python/[email protected]/src/datasets/packaged_modules/text/text.py:94
pkgs/python/[email protected]/src/datasets/packaged_modules/webdataset/_tenbin.py:276
pkgs/python/[email protected]/src/datasets/packaged_modules/webdataset/_tenbin.py:284
pkgs/python/[email protected]/src/datasets/packaged_modules/xml/xml.py:67
pkgs/python/[email protected]/src/datasets/utils/extract.py:72
pkgs/python/[email protected]/src/datasets/utils/extract.py:141
pkgs/python/[email protected]/src/datasets/utils/extract.py:172
pkgs/python/[email protected]/src/datasets/utils/extract.py:235
pkgs/python/[email protected]/src/datasets/utils/extract.py:301
pkgs/python/[email protected]/src/datasets/utils/extract.py:311
pkgs/python/[email protected]/src/datasets/utils/extract.py:377
pkgs/python/[email protected]/src/datasets/utils/file_utils.py:403
pkgs/python/[email protected]/src/datasets/utils/file_utils.py:414
pkgs/python/[email protected]/src/datasets/utils/file_utils.py:967
pkgs/python/[email protected]/src/datasets/utils/info_utils.py:84
low env_fs — Environment-variable access. 25 locations
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:3537
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:3550
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:3552
pkgs/python/[email protected]/src/datasets/arrow_dataset.py:3620
pkgs/python/[email protected]/src/datasets/config.py:21
pkgs/python/[email protected]/src/datasets/config.py:42
pkgs/python/[email protected]/src/datasets/config.py:43
pkgs/python/[email protected]/src/datasets/config.py:44
pkgs/python/[email protected]/src/datasets/config.py:152
pkgs/python/[email protected]/src/datasets/config.py:154
pkgs/python/[email protected]/src/datasets/config.py:157
pkgs/python/[email protected]/src/datasets/config.py:160
pkgs/python/[email protected]/src/datasets/config.py:164
pkgs/python/[email protected]/src/datasets/config.py:168
pkgs/python/[email protected]/src/datasets/config.py:175
pkgs/python/[email protected]/src/datasets/config.py:212
pkgs/python/[email protected]/src/datasets/config.py:221
pkgs/python/[email protected]/src/datasets/config.py:230
pkgs/python/[email protected]/src/datasets/download/download_manager.py:212
pkgs/python/[email protected]/src/datasets/fingerprint.py:53
pkgs/python/[email protected]/src/datasets/utils/file_utils.py:302
pkgs/python/[email protected]/src/datasets/utils/file_utils.py:324
pkgs/python/[email protected]/src/datasets/utils/logging.py:54
pkgs/python/[email protected]/src/datasets/utils/tf_utils.py:413
pkgs/python/[email protected]/src/datasets/utils/tqdm.py:115

deepspeed

python dependency
expand_more 330 low-confidence finding(s)
low env_fs — Environment-variable access. 219 locations
pkgs/python/[email protected]/accelerator/cpu_accelerator.py:65
pkgs/python/[email protected]/accelerator/cpu_accelerator.py:71
pkgs/python/[email protected]/accelerator/cuda_accelerator.py:187
pkgs/python/[email protected]/accelerator/cuda_accelerator.py:188
pkgs/python/[email protected]/accelerator/cuda_accelerator.py:214
pkgs/python/[email protected]/accelerator/hpu_accelerator.py:37
pkgs/python/[email protected]/accelerator/hpu_accelerator.py:38
pkgs/python/[email protected]/accelerator/real_accelerator.py:59
pkgs/python/[email protected]/accelerator/real_accelerator.py:60
pkgs/python/[email protected]/deepspeed/__init__.py:14
pkgs/python/[email protected]/deepspeed/accelerator/cpu_accelerator.py:65
pkgs/python/[email protected]/deepspeed/accelerator/cpu_accelerator.py:71
pkgs/python/[email protected]/deepspeed/accelerator/cuda_accelerator.py:187
pkgs/python/[email protected]/deepspeed/accelerator/cuda_accelerator.py:188
pkgs/python/[email protected]/deepspeed/accelerator/cuda_accelerator.py:214
pkgs/python/[email protected]/deepspeed/accelerator/hpu_accelerator.py:37
pkgs/python/[email protected]/deepspeed/accelerator/hpu_accelerator.py:38
pkgs/python/[email protected]/deepspeed/accelerator/real_accelerator.py:59
pkgs/python/[email protected]/deepspeed/accelerator/real_accelerator.py:60
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:408
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:789
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:794
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:832
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:837
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:291
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:292
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:293
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:294
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:303
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:304
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:402
pkgs/python/[email protected]/deepspeed/comm/comm.py:155
pkgs/python/[email protected]/deepspeed/comm/comm.py:156
pkgs/python/[email protected]/deepspeed/comm/comm.py:838
pkgs/python/[email protected]/deepspeed/comm/comm.py:849
pkgs/python/[email protected]/deepspeed/comm/comm.py:855
pkgs/python/[email protected]/deepspeed/comm/comm.py:888
pkgs/python/[email protected]/deepspeed/comm/comm.py:889
pkgs/python/[email protected]/deepspeed/comm/comm.py:890
pkgs/python/[email protected]/deepspeed/comm/comm.py:891
pkgs/python/[email protected]/deepspeed/comm/comm.py:892
pkgs/python/[email protected]/deepspeed/comm/comm.py:897
pkgs/python/[email protected]/deepspeed/comm/comm.py:898
pkgs/python/[email protected]/deepspeed/comm/comm.py:908
pkgs/python/[email protected]/deepspeed/comm/comm.py:913
pkgs/python/[email protected]/deepspeed/comm/comm.py:918
pkgs/python/[email protected]/deepspeed/comm/comm.py:926
pkgs/python/[email protected]/deepspeed/comm/comm.py:927
pkgs/python/[email protected]/deepspeed/comm/comm.py:928
pkgs/python/[email protected]/deepspeed/comm/comm.py:931
pkgs/python/[email protected]/deepspeed/comm/comm.py:932
pkgs/python/[email protected]/deepspeed/comm/comm.py:934
pkgs/python/[email protected]/deepspeed/comm/comm.py:935
pkgs/python/[email protected]/deepspeed/comm/comm.py:937
pkgs/python/[email protected]/deepspeed/comm/comm.py:938
pkgs/python/[email protected]/deepspeed/comm/comm.py:941
pkgs/python/[email protected]/deepspeed/comm/comm.py:943
pkgs/python/[email protected]/deepspeed/comm/comm.py:944
pkgs/python/[email protected]/deepspeed/comm/comm.py:949
pkgs/python/[email protected]/deepspeed/comm/comm.py:950
pkgs/python/[email protected]/deepspeed/comm/comm.py:956
pkgs/python/[email protected]/deepspeed/comm/comm.py:957
pkgs/python/[email protected]/deepspeed/comm/comm.py:958
pkgs/python/[email protected]/deepspeed/comm/comm.py:963
pkgs/python/[email protected]/deepspeed/comm/comm.py:964
pkgs/python/[email protected]/deepspeed/comm/mori.py:103
pkgs/python/[email protected]/deepspeed/comm/mori.py:107
pkgs/python/[email protected]/deepspeed/comm/mori.py:142
pkgs/python/[email protected]/deepspeed/comm/torch.py:175
pkgs/python/[email protected]/deepspeed/comm/torch.py:211
pkgs/python/[email protected]/deepspeed/comm/torch.py:219
pkgs/python/[email protected]/deepspeed/comm/torch.py:232
pkgs/python/[email protected]/deepspeed/comm/torch.py:245
pkgs/python/[email protected]/deepspeed/comm/torch.py:271
pkgs/python/[email protected]/deepspeed/comm/utils.py:14
pkgs/python/[email protected]/deepspeed/comm/utils.py:17
pkgs/python/[email protected]/deepspeed/comm/utils.py:29
pkgs/python/[email protected]/deepspeed/comm/utils.py:32
pkgs/python/[email protected]/deepspeed/comm/utils.py:43
pkgs/python/[email protected]/deepspeed/comm/utils.py:44
pkgs/python/[email protected]/deepspeed/comm/utils.py:47
pkgs/python/[email protected]/deepspeed/compile/profilers/comm_profile.py:157
pkgs/python/[email protected]/deepspeed/constants.py:19
pkgs/python/[email protected]/deepspeed/elasticity/elastic_agent.py:96
pkgs/python/[email protected]/deepspeed/elasticity/elastic_agent.py:99
pkgs/python/[email protected]/deepspeed/elasticity/elastic_agent.py:100
pkgs/python/[email protected]/deepspeed/elasticity/elasticity.py:212
pkgs/python/[email protected]/deepspeed/elasticity/elasticity.py:213
pkgs/python/[email protected]/deepspeed/elasticity/elasticity.py:319
pkgs/python/[email protected]/deepspeed/elasticity/elasticity.py:320
pkgs/python/[email protected]/deepspeed/elasticity/elasticity.py:321
pkgs/python/[email protected]/deepspeed/elasticity/elasticity.py:323
pkgs/python/[email protected]/deepspeed/env_report.py:78
pkgs/python/[email protected]/deepspeed/env_report.py:79
pkgs/python/[email protected]/deepspeed/inference/engine.py:251
pkgs/python/[email protected]/deepspeed/inference/v2/engine_v2.py:98
pkgs/python/[email protected]/deepspeed/launcher/launch.py:147
pkgs/python/[email protected]/deepspeed/launcher/launch.py:304
pkgs/python/[email protected]/deepspeed/launcher/launcher_helper.py:84
pkgs/python/[email protected]/deepspeed/launcher/runner.py:39
pkgs/python/[email protected]/deepspeed/launcher/runner.py:450
pkgs/python/[email protected]/deepspeed/launcher/runner.py:460
pkgs/python/[email protected]/deepspeed/launcher/runner.py:480
pkgs/python/[email protected]/deepspeed/moe/ep_tp_dispatch.py:168
pkgs/python/[email protected]/deepspeed/moe/ep_tp_dispatch.py:185
pkgs/python/[email protected]/deepspeed/monitor/csv_monitor.py:28
pkgs/python/[email protected]/deepspeed/monitor/csv_monitor.py:29
pkgs/python/[email protected]/deepspeed/monitor/csv_monitor.py:30
pkgs/python/[email protected]/deepspeed/monitor/csv_monitor.py:31
pkgs/python/[email protected]/deepspeed/monitor/tensorboard.py:34
pkgs/python/[email protected]/deepspeed/monitor/tensorboard.py:35
pkgs/python/[email protected]/deepspeed/monitor/tensorboard.py:36
pkgs/python/[email protected]/deepspeed/monitor/tensorboard.py:37
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:102
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:363
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:368
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:561
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:562
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:587
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:608
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:610
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:668
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:693
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:737
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:806
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:863
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:882
pkgs/python/[email protected]/deepspeed/ops/op_builder/cpu/comm.py:37
pkgs/python/[email protected]/deepspeed/ops/op_builder/evoformer_attn.py:22
pkgs/python/[email protected]/deepspeed/ops/op_builder/evoformer_attn.py:39
pkgs/python/[email protected]/deepspeed/ops/op_builder/evoformer_attn.py:86
pkgs/python/[email protected]/deepspeed/ops/op_builder/evoformer_attn.py:121
pkgs/python/[email protected]/deepspeed/ops/op_builder/fp_quantizer.py:35
pkgs/python/[email protected]/deepspeed/ops/op_builder/inference_core_ops.py:31
pkgs/python/[email protected]/deepspeed/ops/op_builder/inference_cutlass_builder.py:30
pkgs/python/[email protected]/deepspeed/ops/op_builder/npu/builder.py:42
pkgs/python/[email protected]/deepspeed/ops/op_builder/npu/builder.py:43
pkgs/python/[email protected]/deepspeed/ops/op_builder/ragged_ops.py:31
pkgs/python/[email protected]/deepspeed/ops/op_builder/ragged_utils.py:31
pkgs/python/[email protected]/deepspeed/ops/op_builder/spatial_inference.py:30
pkgs/python/[email protected]/deepspeed/ops/op_builder/transformer_inference.py:30
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:89
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:152
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:153
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:159
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:160
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:162
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:163
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:176
pkgs/python/[email protected]/deepspeed/ops/op_builder/xpu/builder.py:178
pkgs/python/[email protected]/deepspeed/ops/transformer/inference/triton/matmul_ext.py:64
pkgs/python/[email protected]/deepspeed/ops/transformer/inference/triton/matmul_ext.py:98
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:828
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:829
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:838
pkgs/python/[email protected]/deepspeed/runtime/engine.py:1522
pkgs/python/[email protected]/deepspeed/runtime/engine.py:1523
pkgs/python/[email protected]/deepspeed/runtime/engine.py:1524
pkgs/python/[email protected]/deepspeed/runtime/engine.py:1527
pkgs/python/[email protected]/deepspeed/runtime/engine.py:1529
pkgs/python/[email protected]/deepspeed/runtime/engine.py:1535
pkgs/python/[email protected]/deepspeed/runtime/engine.py:1543
pkgs/python/[email protected]/deepspeed/runtime/model_checkpointing/utils.py:71
pkgs/python/[email protected]/deepspeed/runtime/model_checkpointing/utils.py:76
pkgs/python/[email protected]/deepspeed/runtime/model_checkpointing/utils.py:77
pkgs/python/[email protected]/deepspeed/runtime/model_checkpointing/utils.py:78
pkgs/python/[email protected]/deepspeed/runtime/pipe/module.py:166
pkgs/python/[email protected]/deepspeed/runtime/zenflow/zenflow_utils.py:119
pkgs/python/[email protected]/deepspeed/runtime/zenflow/zenflow_utils.py:188
pkgs/python/[email protected]/deepspeed/runtime/zero/mics_utils.py:62
pkgs/python/[email protected]/deepspeed/runtime/zero/partition_parameters.py:1059
pkgs/python/[email protected]/deepspeed/runtime/zero/utils.py:77
pkgs/python/[email protected]/deepspeed/runtime/zero/utils.py:97
pkgs/python/[email protected]/deepspeed/utils/groups.py:149
pkgs/python/[email protected]/deepspeed/utils/logging.py:49
pkgs/python/[email protected]/deepspeed/utils/logging.py:52
pkgs/python/[email protected]/deepspeed/utils/numa.py:107
pkgs/python/[email protected]/op_builder/builder.py:102
pkgs/python/[email protected]/op_builder/builder.py:363
pkgs/python/[email protected]/op_builder/builder.py:368
pkgs/python/[email protected]/op_builder/builder.py:561
pkgs/python/[email protected]/op_builder/builder.py:562
pkgs/python/[email protected]/op_builder/builder.py:587
pkgs/python/[email protected]/op_builder/builder.py:608
pkgs/python/[email protected]/op_builder/builder.py:610
pkgs/python/[email protected]/op_builder/builder.py:668
pkgs/python/[email protected]/op_builder/builder.py:693
pkgs/python/[email protected]/op_builder/builder.py:737
pkgs/python/[email protected]/op_builder/builder.py:806
pkgs/python/[email protected]/op_builder/builder.py:863
pkgs/python/[email protected]/op_builder/builder.py:882
pkgs/python/[email protected]/op_builder/cpu/comm.py:37
pkgs/python/[email protected]/op_builder/evoformer_attn.py:22
pkgs/python/[email protected]/op_builder/evoformer_attn.py:39
pkgs/python/[email protected]/op_builder/evoformer_attn.py:86
pkgs/python/[email protected]/op_builder/evoformer_attn.py:121
pkgs/python/[email protected]/op_builder/fp_quantizer.py:35
pkgs/python/[email protected]/op_builder/inference_core_ops.py:31
pkgs/python/[email protected]/op_builder/inference_cutlass_builder.py:30
pkgs/python/[email protected]/op_builder/npu/builder.py:42
pkgs/python/[email protected]/op_builder/npu/builder.py:43
pkgs/python/[email protected]/op_builder/ragged_ops.py:31
pkgs/python/[email protected]/op_builder/ragged_utils.py:31
pkgs/python/[email protected]/op_builder/spatial_inference.py:30
pkgs/python/[email protected]/op_builder/transformer_inference.py:30
pkgs/python/[email protected]/op_builder/xpu/builder.py:89
pkgs/python/[email protected]/op_builder/xpu/builder.py:152
pkgs/python/[email protected]/op_builder/xpu/builder.py:153
pkgs/python/[email protected]/op_builder/xpu/builder.py:159
pkgs/python/[email protected]/op_builder/xpu/builder.py:160
pkgs/python/[email protected]/op_builder/xpu/builder.py:162
pkgs/python/[email protected]/op_builder/xpu/builder.py:163
pkgs/python/[email protected]/op_builder/xpu/builder.py:176
pkgs/python/[email protected]/op_builder/xpu/builder.py:178
pkgs/python/[email protected]/setup.py:69
pkgs/python/[email protected]/setup.py:78
pkgs/python/[email protected]/setup.py:148
pkgs/python/[email protected]/setup.py:248
pkgs/python/[email protected]/setup.py:249
low env_fs — Filesystem access. 111 locations
pkgs/python/[email protected]/deepspeed/__init__.py:386
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:136
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:152
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:184
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:332
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:337
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:342
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:347
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:689
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:704
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:768
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:782
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:828
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:1065
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:1083
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:1086
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:1090
pkgs/python/[email protected]/deepspeed/autotuning/autotuner.py:1093
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:64
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:207
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:232
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:341
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:348
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:374
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:384
pkgs/python/[email protected]/deepspeed/autotuning/scheduler.py:384
pkgs/python/[email protected]/deepspeed/autotuning/tuner/model_based_tuner.py:136
pkgs/python/[email protected]/deepspeed/autotuning/utils.py:20
pkgs/python/[email protected]/deepspeed/autotuning/utils.py:32
pkgs/python/[email protected]/deepspeed/autotuning/utils.py:157
pkgs/python/[email protected]/deepspeed/autotuning/utils.py:409
pkgs/python/[email protected]/deepspeed/checkpoint/ds_to_universal.py:904
pkgs/python/[email protected]/deepspeed/compile/util.py:358
pkgs/python/[email protected]/deepspeed/compression/compress.py:24
pkgs/python/[email protected]/deepspeed/env_report.py:95
pkgs/python/[email protected]/deepspeed/git_version_info.py:13
pkgs/python/[email protected]/deepspeed/inference/engine.py:421
pkgs/python/[email protected]/deepspeed/inference/v2/checkpoint/huggingface_engine.py:94
pkgs/python/[email protected]/deepspeed/inference/v2/engine_factory.py:55
pkgs/python/[email protected]/deepspeed/inference/v2/engine_factory.py:65
pkgs/python/[email protected]/deepspeed/inference/v2/engine_v2.py:265
pkgs/python/[email protected]/deepspeed/inference/v2/engine_v2.py:268
pkgs/python/[email protected]/deepspeed/inference/v2/model_implementations/inference_policy_base.py:209
pkgs/python/[email protected]/deepspeed/io/fast_file_writer.py:166
pkgs/python/[email protected]/deepspeed/io/mock_file_writer.py:15
pkgs/python/[email protected]/deepspeed/io/py_file_writer.py:15
pkgs/python/[email protected]/deepspeed/launcher/launch.py:202
pkgs/python/[email protected]/deepspeed/launcher/launch.py:212
pkgs/python/[email protected]/deepspeed/launcher/launch.py:267
pkgs/python/[email protected]/deepspeed/launcher/multinode_runner.py:453
pkgs/python/[email protected]/deepspeed/launcher/runner.py:237
pkgs/python/[email protected]/deepspeed/launcher/runner.py:620
pkgs/python/[email protected]/deepspeed/module_inject/replace_module.py:542
pkgs/python/[email protected]/deepspeed/monitor/csv_monitor.py:62
pkgs/python/[email protected]/deepspeed/nvme/ds_aio_job.py:34
pkgs/python/[email protected]/deepspeed/nvme/parse_nvme_stats.py:90
pkgs/python/[email protected]/deepspeed/nvme/perf_run_sweep.py:130
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:231
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:242
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:347
pkgs/python/[email protected]/deepspeed/ops/op_builder/builder.py:352
pkgs/python/[email protected]/deepspeed/ops/op_builder/evoformer_attn.py:78
pkgs/python/[email protected]/deepspeed/ops/op_builder/npu/builder.py:56
pkgs/python/[email protected]/deepspeed/ops/sparse_attention/trsrc/__init__.py:36
pkgs/python/[email protected]/deepspeed/ops/transformer/inference/config.py:131
pkgs/python/[email protected]/deepspeed/ops/transformer/inference/moe_inference.py:104
pkgs/python/[email protected]/deepspeed/ops/transformer/inference/triton/matmul_ext.py:112
pkgs/python/[email protected]/deepspeed/ops/transformer/inference/triton/matmul_ext.py:118
pkgs/python/[email protected]/deepspeed/ops/transformer/transformer.py:138
pkgs/python/[email protected]/deepspeed/profiling/flops_profiler/profiler.py:307
pkgs/python/[email protected]/deepspeed/runtime/config.py:669
pkgs/python/[email protected]/deepspeed/runtime/config.py:672
pkgs/python/[email protected]/deepspeed/runtime/config.py:683
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:122
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:142
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:271
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:865
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/data_analyzer.py:866
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:46
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:150
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:166
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:275
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:308
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:318
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:332
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:380
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:422
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:578
pkgs/python/[email protected]/deepspeed/runtime/data_pipeline/data_sampling/indexed_dataset.py:618
pkgs/python/[email protected]/deepspeed/runtime/engine.py:4115
pkgs/python/[email protected]/deepspeed/runtime/engine.py:4649
pkgs/python/[email protected]/deepspeed/runtime/engine.py:4667
pkgs/python/[email protected]/deepspeed/runtime/state_dict_factory.py:26
pkgs/python/[email protected]/deepspeed/runtime/tensor_parallel/init_utils.py:24
pkgs/python/[email protected]/deepspeed/utils/debug.py:112
pkgs/python/[email protected]/deepspeed/utils/debug.py:149
pkgs/python/[email protected]/deepspeed/utils/logging.py:178
pkgs/python/[email protected]/deepspeed/utils/zero_to_fp32.py:611
pkgs/python/[email protected]/deepspeed/utils/zero_to_fp32.py:708
pkgs/python/[email protected]/op_builder/builder.py:231
pkgs/python/[email protected]/op_builder/builder.py:242
pkgs/python/[email protected]/op_builder/builder.py:347
pkgs/python/[email protected]/op_builder/builder.py:352
pkgs/python/[email protected]/op_builder/evoformer_attn.py:78
pkgs/python/[email protected]/op_builder/npu/builder.py:56
pkgs/python/[email protected]/setup.py:61
pkgs/python/[email protected]/setup.py:239
pkgs/python/[email protected]/setup.py:247
pkgs/python/[email protected]/setup.py:252
pkgs/python/[email protected]/setup.py:286
pkgs/python/[email protected]/setup.py:299

evaluate

python dependency
expand_more 35 low-confidence finding(s)
low env_fs — Filesystem access. 15 locations
pkgs/python/[email protected]/setup.py:163
pkgs/python/[email protected]/src/evaluate/info.py:86
pkgs/python/[email protected]/src/evaluate/info.py:89
pkgs/python/[email protected]/src/evaluate/info.py:111
pkgs/python/[email protected]/src/evaluate/loading.py:69
pkgs/python/[email protected]/src/evaluate/loading.py:106
pkgs/python/[email protected]/src/evaluate/loading.py:160
pkgs/python/[email protected]/src/evaluate/loading.py:314
pkgs/python/[email protected]/src/evaluate/loading.py:322
pkgs/python/[email protected]/src/evaluate/loading.py:334
pkgs/python/[email protected]/src/evaluate/saving.py:42
pkgs/python/[email protected]/src/evaluate/utils/file_utils.py:55
pkgs/python/[email protected]/src/evaluate/utils/file_utils.py:544
pkgs/python/[email protected]/src/evaluate/utils/file_utils.py:582
pkgs/python/[email protected]/src/evaluate/utils/gradio.py:48
low env_fs — Environment-variable access. 17 locations
pkgs/python/[email protected]/src/evaluate/commands/evaluate_cli.py:104
pkgs/python/[email protected]/src/evaluate/config.py:25
pkgs/python/[email protected]/src/evaluate/config.py:46
pkgs/python/[email protected]/src/evaluate/config.py:47
pkgs/python/[email protected]/src/evaluate/config.py:48
pkgs/python/[email protected]/src/evaluate/config.py:117
pkgs/python/[email protected]/src/evaluate/config.py:119
pkgs/python/[email protected]/src/evaluate/config.py:122
pkgs/python/[email protected]/src/evaluate/config.py:125
pkgs/python/[email protected]/src/evaluate/config.py:128
pkgs/python/[email protected]/src/evaluate/config.py:132
pkgs/python/[email protected]/src/evaluate/config.py:136
pkgs/python/[email protected]/src/evaluate/config.py:140
pkgs/python/[email protected]/src/evaluate/config.py:144
pkgs/python/[email protected]/src/evaluate/loading.py:472
pkgs/python/[email protected]/src/evaluate/loading.py:482
pkgs/python/[email protected]/src/evaluate/utils/logging.py:47
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 3 locations
pkgs/python/[email protected]/src/evaluate/inspect.py:76
pkgs/python/[email protected]/src/evaluate/utils/file_utils.py:322
pkgs/python/[email protected]/src/evaluate/utils/file_utils.py:333

fastcore

python dependency
expand_more 28 low-confidence finding(s)
low env_fs — Filesystem access. 17 locations
pkgs/python/[email protected]/fastcore/imghdr.py:17
pkgs/python/[email protected]/fastcore/nbio.py:34
pkgs/python/[email protected]/fastcore/nbio.py:264
pkgs/python/[email protected]/fastcore/nbio.py:266
pkgs/python/[email protected]/fastcore/net.py:152
pkgs/python/[email protected]/fastcore/py2pyi.py:195
pkgs/python/[email protected]/fastcore/py2pyi.py:216
pkgs/python/[email protected]/fastcore/tools.py:179
pkgs/python/[email protected]/fastcore/tools.py:198
pkgs/python/[email protected]/fastcore/tools.py:215
pkgs/python/[email protected]/fastcore/tools.py:218
pkgs/python/[email protected]/fastcore/xtras.py:147
pkgs/python/[email protected]/fastcore/xtras.py:346
pkgs/python/[email protected]/fastcore/xtras.py:364
pkgs/python/[email protected]/fastcore/xtras.py:462
pkgs/python/[email protected]/fastcore/xtras.py:586
pkgs/python/[email protected]/fastcore/xtras.py:593
low egress dependency Excluded from app score #151689348162241e capability detected · no path traced — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/fastcore/net.py:118 
    try: return urlopener().open(urlwrap(url, data=data, headers=headers), timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.
low env_fs — Environment-variable access. 10 locations
pkgs/python/[email protected]/fastcore/xdg.py:16
pkgs/python/[email protected]/fastcore/xdg.py:22
pkgs/python/[email protected]/fastcore/xdg.py:56
pkgs/python/[email protected]/fastcore/xtras.py:869
pkgs/python/[email protected]/fastcore/xtras.py:871
pkgs/python/[email protected]/fastcore/xtras.py:987
pkgs/python/[email protected]/fastcore/xtras.py:989
pkgs/python/[email protected]/fastcore/xtras.py:990
pkgs/python/[email protected]/fastcore/xtras.py:993
pkgs/python/[email protected]/fastcore/xtras.py:994

fire

python dependency
expand_more 13 low-confidence finding(s)
low env_fs — Environment-variable access. 11 locations
pkgs/python/[email protected]/fire/console/console_attr.py:265
pkgs/python/[email protected]/fire/console/console_attr_os.py:119
pkgs/python/[email protected]/fire/console/console_io.py:61
pkgs/python/[email protected]/fire/console/console_io.py:62
pkgs/python/[email protected]/fire/console/console_io.py:81
pkgs/python/[email protected]/fire/console/console_io.py:94
pkgs/python/[email protected]/fire/console/console_io.py:96
pkgs/python/[email protected]/fire/console/console_io.py:107
pkgs/python/[email protected]/fire/console/files.py:30
pkgs/python/[email protected]/fire/formatting_windows.py:55
pkgs/python/[email protected]/fire/helptext_test.py:31
low env_fs — Filesystem access. 2 locations
pkgs/python/[email protected]/fire/main_test.py:70
pkgs/python/[email protected]/fire/main_test.py:84

fla-core

python dependency
expand_more 9 low-confidence finding(s)
low env_fs — Environment-variable access. 9 locations
pkgs/python/[email protected]/fla/modules/convolution.py:868
pkgs/python/[email protected]/fla/ops/rwkv7/fused_addcmul.py:26
pkgs/python/[email protected]/fla/ops/utils/op.py:11
pkgs/python/[email protected]/fla/ops/utils/solve_tril.py:13
pkgs/python/[email protected]/fla/utils.py:24
pkgs/python/[email protected]/fla/utils.py:25
pkgs/python/[email protected]/fla/utils.py:399
pkgs/python/[email protected]/fla/utils.py:405
pkgs/python/[email protected]/fla/utils.py:411

flash-attn

python dependency
expand_more 225 low-confidence finding(s)
low env_fs — Filesystem access. 114 locations
pkgs/python/[email protected]/csrc/composable_kernel/docs/conf.py:13
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_batch_prefill.py:609
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_batch_prefill.py:612
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_bwd.py:811
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_bwd.py:813
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_bwd.py:815
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_bwd.py:817
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_fwd.py:657
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_fwd.py:660
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_fwd_appendkv.py:350
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_fwd_appendkv.py:353
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_fwd_splitkv.py:855
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_fwd_splitkv.py:859
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_pagedkv_prefill.py:569
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_pagedkv_prefill.py:572
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/generate.py:50
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/02_layernorm2d/generate.py:624
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/02_layernorm2d/generate.py:625
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/02_layernorm2d/generate.py:628
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/10_rmsnorm2d/generate.py:695
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/10_rmsnorm2d/generate.py:696
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/10_rmsnorm2d/generate.py:699
pkgs/python/[email protected]/csrc/composable_kernel/script/dependency-parser/src/enhanced_ninja_parser.py:54
pkgs/python/[email protected]/csrc/composable_kernel/script/dependency-parser/src/enhanced_ninja_parser.py:204
pkgs/python/[email protected]/csrc/composable_kernel/script/dependency-parser/src/enhanced_ninja_parser.py:237
pkgs/python/[email protected]/csrc/composable_kernel/script/dependency-parser/src/selective_test_filter.py:45
pkgs/python/[email protected]/csrc/composable_kernel/script/dependency-parser/src/selective_test_filter.py:130
pkgs/python/[email protected]/csrc/composable_kernel/script/ninja_json_converter.py:91
pkgs/python/[email protected]/csrc/composable_kernel/script/ninja_json_converter.py:162
pkgs/python/[email protected]/csrc/composable_kernel/script/ninja_json_converter.py:496
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:43
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:86
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:126
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:132
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:137
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:142
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:147
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:153
pkgs/python/[email protected]/csrc/composable_kernel/script/run_ck_profiler_gemm_with_csv_shapes.py:66
pkgs/python/[email protected]/csrc/composable_kernel/script/run_ck_profiler_gemm_with_csv_shapes.py:248
pkgs/python/[email protected]/csrc/composable_kernel/tile_engine/ops/gemm/gemm_instance_builder.py:178
pkgs/python/[email protected]/csrc/composable_kernel/tile_engine/ops/gemm/gemm_instance_builder.py:213
pkgs/python/[email protected]/csrc/composable_kernel/tile_engine/ops/gemm/gemm_instance_builder.py:411
pkgs/python/[email protected]/csrc/composable_kernel/tile_engine/ops/gemm/gemm_instance_builder.py:639
pkgs/python/[email protected]/csrc/composable_kernel/tile_engine/ops/gemm/gemm_instance_builder.py:781
pkgs/python/[email protected]/csrc/cutlass/examples/40_cutlass_py/customizable/gemm_grouped.py:207
pkgs/python/[email protected]/csrc/cutlass/examples/41_fused_multi_head_attention/piped_subprocess.py:83
pkgs/python/[email protected]/csrc/cutlass/examples/41_fused_multi_head_attention/piped_subprocess.py:104
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_all_code.py:85
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_cmake.py:130
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_device.py:136
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_kernel.py:466
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_kernel.py:472
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_sample.py:231
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_threadblock.py:1002
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_threadblock.py:1007
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_threadblock.py:1012
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_turing_and_volta.py:451
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/helper.py:64
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/replace_fix_impl_header.py:54
pkgs/python/[email protected]/csrc/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/replace_fix_impl_header.py:66
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/cache_helpers.py:57
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/cache_helpers.py:94
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/cache_helpers.py:97
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/runtime/cuda.py:270
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/cutlass_dsl/cutlass.py:207
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/cutlass_dsl/cutlass.py:216
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/backend/compiler.py:62
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/backend/compiler.py:121
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/backend/compiler.py:129
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/backend/compiler.py:316
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/backend/compiler.py:331
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/backend/compiler.py:339
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:616
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:759
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:767
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:819
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:827
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:886
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:894
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/conv2d_operation.py:505
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/conv3d_operation.py:370
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:760
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:765
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:775
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:792
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:801
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:804
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:809
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/emit_kernel_listing.py:812
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/gemm_operation.py:1514
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/generator.py:11493
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/manifest.py:142
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/manifest.py:274
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/manifest.py:316
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/manifest.py:451
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/manifest.py:591
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/manifest.py:731
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/rank_2k_operation.py:395
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/rank_k_operation.py:384
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/symm_operation.py:397
pkgs/python/[email protected]/csrc/cutlass/python/cutlass_library/trmm_operation.py:404
pkgs/python/[email protected]/csrc/cutlass/tools/util/scripts/split_test_cmake.py:237
pkgs/python/[email protected]/csrc/cutlass/tools/util/scripts/split_test_cmake.py:350
pkgs/python/[email protected]/csrc/flash_attn/src/generate_kernels.py:86
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:1219
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/test.py:921
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:724
pkgs/python/[email protected]/flash_attn/models/llama.py:333
pkgs/python/[email protected]/hopper/generate_kernels.py:192
pkgs/python/[email protected]/hopper/setup.py:29
pkgs/python/[email protected]/hopper/setup.py:555
pkgs/python/[email protected]/setup.py:33
pkgs/python/[email protected]/setup.py:430
low env_fs — Environment-variable access. 110 locations
pkgs/python/[email protected]/csrc/composable_kernel/example/ck_tile/01_fmha/codegen/ops/fmha_fwd.py:574
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:249
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:250
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:251
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:253
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:254
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:255
pkgs/python/[email protected]/csrc/composable_kernel/script/process_perf_data.py:256
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/cache_helpers.py:37
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/common.py:135
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/common.py:196
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/common.py:198
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/base_dsl/env_manager.py:43
pkgs/python/[email protected]/csrc/cutlass/python/CuTeDSL/cutlass/cute/testing.py:260
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/__init__.py:54
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/__init__.py:81
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/__init__.py:193
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:658
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:659
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:668
pkgs/python/[email protected]/csrc/cutlass/python/cutlass/emit/pytorch.py:670
pkgs/python/[email protected]/csrc/fused_dense_lib/setup.py:22
pkgs/python/[email protected]/csrc/layer_norm/setup.py:56
pkgs/python/[email protected]/csrc/layer_norm/setup.py:74
pkgs/python/[email protected]/csrc/layer_norm/setup.py:77
pkgs/python/[email protected]/csrc/layer_norm/setup.py:79
pkgs/python/[email protected]/csrc/layer_norm/setup.py:81
pkgs/python/[email protected]/csrc/layer_norm/setup.py:83
pkgs/python/[email protected]/flash_attn/flash_attn_interface.py:11
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:868
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:869
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:873
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:874
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:875
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:877
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:902
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:903
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:904
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/bench.py:1124
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/interface_fa.py:150
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:14
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:15
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:16
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:17
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:18
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:19
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:20
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:21
pkgs/python/[email protected]/flash_attn/flash_attn_triton_amd/utils.py:22
pkgs/python/[email protected]/hopper/benchmark_attn.py:38
pkgs/python/[email protected]/hopper/setup.py:42
pkgs/python/[email protected]/hopper/setup.py:43
pkgs/python/[email protected]/hopper/setup.py:45
pkgs/python/[email protected]/hopper/setup.py:47
pkgs/python/[email protected]/hopper/setup.py:48
pkgs/python/[email protected]/hopper/setup.py:49
pkgs/python/[email protected]/hopper/setup.py:50
pkgs/python/[email protected]/hopper/setup.py:51
pkgs/python/[email protected]/hopper/setup.py:52
pkgs/python/[email protected]/hopper/setup.py:53
pkgs/python/[email protected]/hopper/setup.py:54
pkgs/python/[email protected]/hopper/setup.py:55
pkgs/python/[email protected]/hopper/setup.py:56
pkgs/python/[email protected]/hopper/setup.py:57
pkgs/python/[email protected]/hopper/setup.py:58
pkgs/python/[email protected]/hopper/setup.py:59
pkgs/python/[email protected]/hopper/setup.py:60
pkgs/python/[email protected]/hopper/setup.py:61
pkgs/python/[email protected]/hopper/setup.py:62
pkgs/python/[email protected]/hopper/setup.py:63
pkgs/python/[email protected]/hopper/setup.py:65
pkgs/python/[email protected]/hopper/setup.py:137
pkgs/python/[email protected]/hopper/setup.py:138
pkgs/python/[email protected]/hopper/setup.py:181
pkgs/python/[email protected]/hopper/setup.py:306
pkgs/python/[email protected]/hopper/setup.py:328
pkgs/python/[email protected]/hopper/setup.py:330
pkgs/python/[email protected]/hopper/setup.py:374
pkgs/python/[email protected]/hopper/setup.py:434
pkgs/python/[email protected]/hopper/setup.py:435
pkgs/python/[email protected]/hopper/setup.py:558
pkgs/python/[email protected]/hopper/test_flash_attn.py:27
pkgs/python/[email protected]/hopper/test_flash_attn.py:28
pkgs/python/[email protected]/hopper/test_flash_attn.py:29
pkgs/python/[email protected]/hopper/test_flash_attn.py:30
pkgs/python/[email protected]/hopper/test_flash_attn.py:31
pkgs/python/[email protected]/hopper/test_flash_attn.py:32
pkgs/python/[email protected]/hopper/test_flash_attn.py:33
pkgs/python/[email protected]/hopper/test_flash_attn.py:34
pkgs/python/[email protected]/hopper/test_flash_attn.py:35
pkgs/python/[email protected]/hopper/test_flash_attn.py:36
pkgs/python/[email protected]/hopper/test_flash_attn.py:37
pkgs/python/[email protected]/hopper/test_flash_attn.py:38
pkgs/python/[email protected]/hopper/test_flash_attn.py:39
pkgs/python/[email protected]/hopper/test_flash_attn.py:40
pkgs/python/[email protected]/setup.py:40
pkgs/python/[email protected]/setup.py:61
pkgs/python/[email protected]/setup.py:62
pkgs/python/[email protected]/setup.py:64
pkgs/python/[email protected]/setup.py:65
pkgs/python/[email protected]/setup.py:66
pkgs/python/[email protected]/setup.py:70
pkgs/python/[email protected]/setup.py:124
pkgs/python/[email protected]/setup.py:222
pkgs/python/[email protected]/setup.py:328
pkgs/python/[email protected]/setup.py:342
pkgs/python/[email protected]/setup.py:392
pkgs/python/[email protected]/setup.py:433
pkgs/python/[email protected]/setup.py:509
pkgs/python/[email protected]/setup.py:521
low egress dependency Excluded from app score #b12839a04acf9358 capability detected · no path traced — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/hopper/setup.py:343 
    return urllib.request.urlopen(request, timeout=300)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

flash-linear-attention

python dependency
expand_more 2 low-confidence finding(s)
low env_fs — Environment-variable access. 2 locations
pkgs/python/[email protected]/fla/layers/mamba.py:109
pkgs/python/[email protected]/fla/layers/mamba2.py:199

galore_torch

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #44a46d652f9a4bed capability detected · no path traced — Filesystem access.
pkgs/python/[email protected]/setup.py:3 
with open("requirements.txt") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

gcsfs

python dependency
expand_more 28 low-confidence finding(s)
low env_fs — Environment-variable access. 5 locations
pkgs/python/[email protected]/gcsfs/core.py:36
pkgs/python/[email protected]/gcsfs/core.py:37
pkgs/python/[email protected]/gcsfs/core.py:56
pkgs/python/[email protected]/gcsfs/core.py:121
pkgs/python/[email protected]/versioneer.py:1325
low env_fs — Filesystem access. 23 locations
pkgs/python/[email protected]/gcsfs/core.py:1468
pkgs/python/[email protected]/gcsfs/core.py:1638
pkgs/python/[email protected]/gcsfs/credentials.py:66
pkgs/python/[email protected]/gcsfs/credentials.py:75
pkgs/python/[email protected]/gcsfs/credentials.py:161
pkgs/python/[email protected]/setup.py:29
pkgs/python/[email protected]/setup.py:33
pkgs/python/[email protected]/versioneer.py:409
pkgs/python/[email protected]/versioneer.py:417
pkgs/python/[email protected]/versioneer.py:1214
pkgs/python/[email protected]/versioneer.py:1474
pkgs/python/[email protected]/versioneer.py:1483
pkgs/python/[email protected]/versioneer.py:1544
pkgs/python/[email protected]/versioneer.py:1563
pkgs/python/[email protected]/versioneer.py:2059
pkgs/python/[email protected]/versioneer.py:2092
pkgs/python/[email protected]/versioneer.py:2142
pkgs/python/[email protected]/versioneer.py:2237
pkgs/python/[email protected]/versioneer.py:2243
pkgs/python/[email protected]/versioneer.py:2260
pkgs/python/[email protected]/versioneer.py:2268
pkgs/python/[email protected]/versioneer.py:2272
pkgs/python/[email protected]/versioneer.py:2292

huggingface_hub

python dependency
expand_more 159 low-confidence finding(s)
low env_fs — Filesystem access. 52 locations
pkgs/python/[email protected]/setup.py:6
pkgs/python/[email protected]/setup.py:108
pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:381
pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:832
pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:838
pkgs/python/[email protected]/src/huggingface_hub/_commit_api.py:268
pkgs/python/[email protected]/src/huggingface_hub/_local_folder.py:446
pkgs/python/[email protected]/src/huggingface_hub/_local_folder.py:467
pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:288
pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:377
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:100
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:839
pkgs/python/[email protected]/src/huggingface_hub/cli/_skills.py:133
pkgs/python/[email protected]/src/huggingface_hub/cli/buckets.py:747
pkgs/python/[email protected]/src/huggingface_hub/cli/discussions.py:75
pkgs/python/[email protected]/src/huggingface_hub/cli/extensions.py:72
pkgs/python/[email protected]/src/huggingface_hub/cli/extensions.py:81
pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:141
pkgs/python/[email protected]/src/huggingface_hub/fastai_utils.py:267
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:710
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:714
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1118
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1384
pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1531
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:6665
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11123
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:14171
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:14263
pkgs/python/[email protected]/src/huggingface_hub/hf_file_system.py:1111
pkgs/python/[email protected]/src/huggingface_hub/hub_mixin.py:433
pkgs/python/[email protected]/src/huggingface_hub/hub_mixin.py:523
pkgs/python/[email protected]/src/huggingface_hub/inference/_common.py:172
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/utils.py:97
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/utils.py:102
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/utils.py:112
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/fal_ai.py:102
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/wavespeed.py:118
pkgs/python/[email protected]/src/huggingface_hub/lfs.py:76
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:132
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:274
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:325
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:327
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:507
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:530
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:538
pkgs/python/[email protected]/src/huggingface_hub/serialization/_dduf.py:153
pkgs/python/[email protected]/src/huggingface_hub/serialization/_dduf.py:303
pkgs/python/[email protected]/src/huggingface_hub/serialization/_torch.py:281
pkgs/python/[email protected]/src/huggingface_hub/serialization/_torch.py:510
pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:141
pkgs/python/[email protected]/src/huggingface_hub/utils/_verification.py:59
pkgs/python/[email protected]/src/huggingface_hub/utils/_verification.py:65
low env_fs — Environment-variable access. 48 locations
pkgs/python/[email protected]/src/huggingface_hub/__init__.py:1205
pkgs/python/[email protected]/src/huggingface_hub/_oauth.py:183
pkgs/python/[email protected]/src/huggingface_hub/_oauth.py:319
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:39
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:111
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:181
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:821
pkgs/python/[email protected]/src/huggingface_hub/cli/spaces.py:846
pkgs/python/[email protected]/src/huggingface_hub/constants.py:63
pkgs/python/[email protected]/src/huggingface_hub/constants.py:67
pkgs/python/[email protected]/src/huggingface_hub/constants.py:81
pkgs/python/[email protected]/src/huggingface_hub/constants.py:153
pkgs/python/[email protected]/src/huggingface_hub/constants.py:155
pkgs/python/[email protected]/src/huggingface_hub/constants.py:164
pkgs/python/[email protected]/src/huggingface_hub/constants.py:165
pkgs/python/[email protected]/src/huggingface_hub/constants.py:170
pkgs/python/[email protected]/src/huggingface_hub/constants.py:178
pkgs/python/[email protected]/src/huggingface_hub/constants.py:185
pkgs/python/[email protected]/src/huggingface_hub/constants.py:212
pkgs/python/[email protected]/src/huggingface_hub/constants.py:216
pkgs/python/[email protected]/src/huggingface_hub/constants.py:220
pkgs/python/[email protected]/src/huggingface_hub/constants.py:221
pkgs/python/[email protected]/src/huggingface_hub/constants.py:222
pkgs/python/[email protected]/src/huggingface_hub/constants.py:227
pkgs/python/[email protected]/src/huggingface_hub/constants.py:248
pkgs/python/[email protected]/src/huggingface_hub/constants.py:254
pkgs/python/[email protected]/src/huggingface_hub/constants.py:257
pkgs/python/[email protected]/src/huggingface_hub/constants.py:260
pkgs/python/[email protected]/src/huggingface_hub/constants.py:263
pkgs/python/[email protected]/src/huggingface_hub/constants.py:265
pkgs/python/[email protected]/src/huggingface_hub/constants.py:274
pkgs/python/[email protected]/src/huggingface_hub/constants.py:285
pkgs/python/[email protected]/src/huggingface_hub/constants.py:289
pkgs/python/[email protected]/src/huggingface_hub/constants.py:292
pkgs/python/[email protected]/src/huggingface_hub/constants.py:299
pkgs/python/[email protected]/src/huggingface_hub/constants.py:300
pkgs/python/[email protected]/src/huggingface_hub/constants.py:301
pkgs/python/[email protected]/src/huggingface_hub/constants.py:302
pkgs/python/[email protected]/src/huggingface_hub/constants.py:313
pkgs/python/[email protected]/src/huggingface_hub/constants.py:314
pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/cli.py:125
pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:136
pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:66
pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:71
pkgs/python/[email protected]/src/huggingface_hub/utils/_runtime.py:313
pkgs/python/[email protected]/src/huggingface_hub/utils/_terminal.py:92
pkgs/python/[email protected]/src/huggingface_hub/utils/logging.py:56
pkgs/python/[email protected]/src/huggingface_hub/utils/tqdm.py:227
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 56 locations
pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:178
pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:148
pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:167
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4224
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4438
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4583
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4659
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4799
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:5386
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7317
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7415
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7840
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7865
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7966
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7994
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8089
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8125
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8176
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8213
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8257
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8305
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8650
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8795
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8881
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9215
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9273
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9496
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9560
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9599
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9641
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9812
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10001
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10495
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10545
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10774
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10862
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10916
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10969
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11170
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11687
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12018
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12058
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12320
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12454
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12483
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12523
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12873
pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:13087
pkgs/python/[email protected]/src/huggingface_hub/inference/_generated/_async_client.py:298
pkgs/python/[email protected]/src/huggingface_hub/inference/_generated/_async_client.py:3387
pkgs/python/[email protected]/src/huggingface_hub/inference/_generated/_async_client.py:3424
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/black_forest_labs.py:51
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/black_forest_labs.py:65
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/zai_org.py:98
pkgs/python/[email protected]/src/huggingface_hub/inference/_providers/zai_org.py:125
pkgs/python/[email protected]/src/huggingface_hub/utils/_pagination.py:35
low egress — Hardcoded external endpoint. Review what data is sent to this destination. 3 locations
pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:1003
pkgs/python/[email protected]/src/huggingface_hub/cli/extensions.py:185
pkgs/python/[email protected]/src/huggingface_hub/repocard.py:218

kernels

python dependency
expand_more 26 low-confidence finding(s)
low env_fs — Environment-variable access. 4 locations
pkgs/python/[email protected]/src/kernels/_versions.py:35
pkgs/python/[email protected]/src/kernels/layer/globals.py:6
pkgs/python/[email protected]/src/kernels/utils.py:166
pkgs/python/[email protected]/src/kernels/utils.py:171
low env_fs — Filesystem access. 19 locations
pkgs/python/[email protected]/src/kernels/_versions.py:55
pkgs/python/[email protected]/src/kernels/cli/__init__.py:97
pkgs/python/[email protected]/src/kernels/cli/__init__.py:134
pkgs/python/[email protected]/src/kernels/cli/__init__.py:143
pkgs/python/[email protected]/src/kernels/cli/benchmark.py:774
pkgs/python/[email protected]/src/kernels/cli/benchmark.py:791
pkgs/python/[email protected]/src/kernels/cli/benchmark_graphics.py:50
pkgs/python/[email protected]/src/kernels/cli/benchmark_graphics.py:71
pkgs/python/[email protected]/src/kernels/cli/benchmark_graphics.py:737
pkgs/python/[email protected]/src/kernels/deps.py:56
pkgs/python/[email protected]/src/kernels/layer/func.py:259
pkgs/python/[email protected]/src/kernels/layer/layer.py:211
pkgs/python/[email protected]/src/kernels/lockfile.py:110
pkgs/python/[email protected]/src/kernels/lockfile.py:123
pkgs/python/[email protected]/src/kernels/status.py:61
pkgs/python/[email protected]/src/kernels/utils.py:623
pkgs/python/[email protected]/src/kernels/utils.py:674
pkgs/python/[email protected]/src/kernels/utils.py:746
pkgs/python/[email protected]/src/kernels/utils.py:749
low egress dependency Excluded from app score #1e82ecb38d724d5c capability detected · no path traced — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/kernels/cli/benchmark.py:668 
    response = get_session().post(
        f"https://huggingface.co/api/kernels/{repo_id}/benchmarks",
        json=result.to_payload(),
        headers=build_hf_headers(headers={"Content-Type": "application/json"}),
    )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.
low egress — Hardcoded external endpoint. Review what data is sent to this destination. 2 locations
pkgs/python/[email protected]/src/kernels/cli/benchmark_graphics.py:31
pkgs/python/[email protected]/src/kernels/cli/benchmark_graphics.py:477

langdetect

python dependency
expand_more 4 low-confidence finding(s)
low env_fs — Filesystem access. 4 locations
pkgs/python/[email protected]/langdetect/detector_factory.py:51
pkgs/python/[email protected]/langdetect/detector_factory.py:53
pkgs/python/[email protected]/langdetect/utils/messages.py:9
pkgs/python/[email protected]/setup.py:7

liger-kernel

python dependency
expand_more 15 low-confidence finding(s)
low env_fs — Filesystem access. 6 locations
pkgs/python/[email protected]/benchmark/scripts/utils.py:272
pkgs/python/[email protected]/benchmark/scripts/utils.py:316
pkgs/python/[email protected]/dev/modal/benchmarks.py:44
pkgs/python/[email protected]/dev/modal/benchmarks.py:66
pkgs/python/[email protected]/examples/medusa/train.py:278
pkgs/python/[email protected]/src/liger_kernel/triton/monkey_patch.py:26
low env_fs — Environment-variable access. 9 locations
pkgs/python/[email protected]/examples/huggingface/launch_on_modal.py:38
pkgs/python/[email protected]/examples/huggingface/launch_on_modal.py:40
pkgs/python/[email protected]/examples/huggingface/launch_on_modal.py:57
pkgs/python/[email protected]/examples/medusa/callback.py:335
pkgs/python/[email protected]/examples/medusa/callback.py:337
pkgs/python/[email protected]/examples/medusa/callback.py:338
pkgs/python/[email protected]/examples/medusa/callback.py:351
pkgs/python/[email protected]/src/liger_kernel/ops/backends/_ascend/ub_manager.py:188
pkgs/python/[email protected]/src/liger_kernel/triton/monkey_patch.py:40

llmcompressor

python dependency
expand_more 42 low-confidence finding(s)
low env_fs — Filesystem access. 22 locations
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:69
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:80
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:145
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:201
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:408
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:421
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:423
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:436
pkgs/python/[email protected]/docs/scripts/zensical_gen_files.py:438
pkgs/python/[email protected]/examples/disk_offloading/deepseek_v32_example.py:49
pkgs/python/[email protected]/examples/disk_offloading/deepseek_v32_example.py:51
pkgs/python/[email protected]/examples/disk_offloading/deepseek_v32_example.py:54
pkgs/python/[email protected]/examples/multimodal_vision/mistral3_example.py:24
pkgs/python/[email protected]/setup.py:98
pkgs/python/[email protected]/src/llmcompressor/entrypoints/model_free/reindex_fused_weights.py:78
pkgs/python/[email protected]/src/llmcompressor/entrypoints/model_free/save_utils.py:55
pkgs/python/[email protected]/src/llmcompressor/entrypoints/model_free/save_utils.py:60
pkgs/python/[email protected]/src/llmcompressor/entrypoints/model_free/save_utils.py:95
pkgs/python/[email protected]/src/llmcompressor/entrypoints/model_free/validate.py:64
pkgs/python/[email protected]/src/llmcompressor/recipe/recipe.py:147
pkgs/python/[email protected]/src/llmcompressor/recipe/recipe.py:255
pkgs/python/[email protected]/src/llmcompressor/recipe/recipe.py:269
low env_fs — Environment-variable access. 11 locations
pkgs/python/[email protected]/examples/autoround/ddp/ddp_qwen3_example.py:41
pkgs/python/[email protected]/setup.py:10
pkgs/python/[email protected]/src/llmcompressor/entrypoints/oneshot.py:134
pkgs/python/[email protected]/src/llmcompressor/entrypoints/oneshot.py:135
pkgs/python/[email protected]/src/llmcompressor/entrypoints/oneshot.py:146
pkgs/python/[email protected]/src/llmcompressor/logger.py:79
pkgs/python/[email protected]/src/llmcompressor/logger.py:81
pkgs/python/[email protected]/src/llmcompressor/logger.py:83
pkgs/python/[email protected]/src/llmcompressor/logger.py:85
pkgs/python/[email protected]/src/llmcompressor/pipelines/sequential/transformers_helpers.py:76
pkgs/python/[email protected]/src/llmcompressor/transformers/utils/helpers.py:115
low egress — Hardcoded external endpoint. Review what data is sent to this destination. 9 locations
pkgs/python/[email protected]/examples/multimodal_vision/gemma3_example.py:61
pkgs/python/[email protected]/examples/multimodal_vision/gemma4_example.py:85
pkgs/python/[email protected]/examples/multimodal_vision/idefics3_example.py:109
pkgs/python/[email protected]/examples/multimodal_vision/llava_example.py:56
pkgs/python/[email protected]/examples/multimodal_vision/medgemma_example.py:57
pkgs/python/[email protected]/examples/multimodal_vision/mistral3_example.py:79
pkgs/python/[email protected]/examples/multimodal_vision/mllama_example.py:56
pkgs/python/[email protected]/examples/multimodal_vision/pixtral_example.py:71
pkgs/python/[email protected]/examples/multimodal_vision/qwen3_omni_example.py:84

mamba-ssm

python dependency
expand_more 8 low-confidence finding(s)
low env_fs — Filesystem access. 4 locations
pkgs/python/[email protected]/mamba_ssm/models/mixer_seq_simple.py:264
pkgs/python/[email protected]/mamba_ssm/utils/hf.py:11
pkgs/python/[email protected]/setup.py:28
pkgs/python/[email protected]/setup.py:164
low env_fs — Environment-variable access. 4 locations
pkgs/python/[email protected]/setup.py:41
pkgs/python/[email protected]/setup.py:42
pkgs/python/[email protected]/setup.py:44
pkgs/python/[email protected]/setup.py:167

mistral-common

python dependency
expand_more 8 low-confidence finding(s)
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 3 locations
pkgs/python/[email protected]/src/mistral_common/experimental/app/routers.py:184
pkgs/python/[email protected]/src/mistral_common/image.py:24
pkgs/python/[email protected]/src/mistral_common/tokens/tokenizers/audio.py:96
low env_fs — Filesystem access. 5 locations
pkgs/python/[email protected]/src/mistral_common/guidance/grammar_factory.py:46
pkgs/python/[email protected]/src/mistral_common/tokens/tokenizers/audio.py:146
pkgs/python/[email protected]/src/mistral_common/tokens/tokenizers/image.py:72
pkgs/python/[email protected]/src/mistral_common/tokens/tokenizers/tekken.py:255
pkgs/python/[email protected]/src/mistral_common/tokens/tokenizers/utils.py:70

modal

python dependency
expand_more 68 low-confidence finding(s)
low env_fs — Environment-variable access. 43 locations
pkgs/python/[email protected]/modal/_clustered_functions.py:48
pkgs/python/[email protected]/modal/_clustered_functions.py:52
pkgs/python/[email protected]/modal/_clustered_functions.py:53
pkgs/python/[email protected]/modal/_clustered_functions.py:54
pkgs/python/[email protected]/modal/_clustered_functions.py:55
pkgs/python/[email protected]/modal/_clustered_functions.py:56
pkgs/python/[email protected]/modal/_clustered_functions.py:57
pkgs/python/[email protected]/modal/_clustered_functions.py:59
pkgs/python/[email protected]/modal/_clustered_functions.py:60
pkgs/python/[email protected]/modal/_container_entrypoint.py:11
pkgs/python/[email protected]/modal/_container_entrypoint.py:282
pkgs/python/[email protected]/modal/_container_entrypoint.py:383
pkgs/python/[email protected]/modal/_pty.py:52
pkgs/python/[email protected]/modal/_pty.py:53
pkgs/python/[email protected]/modal/_pty.py:54
pkgs/python/[email protected]/modal/_runtime/user_code_imports.py:237
pkgs/python/[email protected]/modal/_utils/logger.py:43
pkgs/python/[email protected]/modal/_utils/logger.py:44
pkgs/python/[email protected]/modal/_vendor/a2wsgi_wsgi.py:486
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numba

python dependency
expand_more 74 low-confidence finding(s)
low env_fs — Filesystem access. 47 locations
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numpy

python dependency
expand_more 982 low-confidence finding(s)
low env_fs — Filesystem access. 618 locations
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pkgs/python/[email protected]/vendored-meson/meson/mesonbuild/mlog.py:50
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pkgs/python/[email protected]/vendored-meson/meson/mesonbuild/mtest.py:762
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pkgs/python/[email protected]/vendored-meson/meson/mesonbuild/scripts/pickle_env.py:7
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pkgs/python/[email protected]/vendored-meson/meson/mesonbuild/scripts/rustdoc.py:57
pkgs/python/[email protected]/vendored-meson/meson/mesonbuild/scripts/symbolextractor.py:58
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pkgs/python/[email protected]/vendored-meson/meson/run_mypy.py:170
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pkgs/python/[email protected]/vendored-meson/meson/test cases/common/100 postconf with args/postconf.py:12
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/100 postconf with args/postconf.py:13
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/139 mesonintrospect from scripts/check_env.py:12
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/139 mesonintrospect from scripts/check_env.py:15
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/139 mesonintrospect from scripts/check_introspection.py:8
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/139 mesonintrospect from scripts/check_introspection.py:10
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/139 mesonintrospect from scripts/check_introspection.py:13
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/139 mesonintrospect from scripts/check_introspection.py:16
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/14 configure file/generator-deps.py:9
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pkgs/python/[email protected]/vendored-meson/meson/test cases/common/271 env in generator.process/generate_main.py:5
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/275 environment/testenv.py:9
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/275 environment/testenv.py:12
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/33 run program/check-env.py:5
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/41 test args/tester.py:6
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/41 test args/tester.py:7
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/49 custom target/my_compiler.py:11
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/51 run target/check-env.py:6
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pkgs/python/[email protected]/vendored-meson/meson/test cases/common/51 run target/check-env.py:17
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/53 install script/myinstall.py:7
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/53 install script/myinstall.py:8
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/53 install script/src/myinstall.py:6
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/99 postconf/postconf.py:10
pkgs/python/[email protected]/vendored-meson/meson/test cases/common/99 postconf/postconf.py:11
pkgs/python/[email protected]/vendored-meson/meson/test cases/osx/2 library versions/require_pkgconfig.py:6
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/2 testsetups/envcheck.py:5
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/26 install umask/myinstall.py:6
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/35 dist script/replacer.py:10
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/35 dist script/subprojects/sub/dist-script.py:11
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/35 dist script/subprojects/sub/dist-script.py:12
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/45 native dep pkgconfig var/cross_pkgconfig.py:7
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/48 testsetup default/envcheck.py:5
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/48 testsetup default/envcheck.py:6
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pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/48 testsetup default/envcheck.py:9
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/48 testsetup default/envcheck.py:10
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/48 testsetup default/envcheck.py:11
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/67 test env value/test.py:6
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/70 cross test passed/exewrapper.py:15
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/70 cross test passed/exewrapper.py:18
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/90 devenv/test-devenv.py:5
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/90 devenv/test-devenv.py:6
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/90 devenv/test-devenv.py:7
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/90 devenv/test-devenv.py:8
pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/90 devenv/test-devenv.py:9
pkgs/python/[email protected]/vendored-meson/meson/test cases/windows/16 gui app/gui_app_tester.py:8
pkgs/python/[email protected]/vendored-meson/meson/tools/build_website.py:30
pkgs/python/[email protected]/vendored-meson/meson/tools/regenerate_docs.py:23
pkgs/python/[email protected]/vendored-meson/meson/unittests/__init__.py:12
pkgs/python/[email protected]/vendored-meson/meson/unittests/__init__.py:13
pkgs/python/[email protected]/vendored-meson/meson/unittests/__init__.py:16
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1057
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1122
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1143
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1156
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1237
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1238
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1249
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1253
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:1268
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:2140
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:2148
pkgs/python/[email protected]/vendored-meson/meson/unittests/allplatformstests.py:4800
pkgs/python/[email protected]/vendored-meson/meson/unittests/baseplatformtests.py:72
pkgs/python/[email protected]/vendored-meson/meson/unittests/baseplatformtests.py:107
pkgs/python/[email protected]/vendored-meson/meson/unittests/baseplatformtests.py:110
pkgs/python/[email protected]/vendored-meson/meson/unittests/baseplatformtests.py:111
pkgs/python/[email protected]/vendored-meson/meson/unittests/baseplatformtests.py:120
pkgs/python/[email protected]/vendored-meson/meson/unittests/baseplatformtests.py:186
pkgs/python/[email protected]/vendored-meson/meson/unittests/baseplatformtests.py:290
pkgs/python/[email protected]/vendored-meson/meson/unittests/datatests.py:218
pkgs/python/[email protected]/vendored-meson/meson/unittests/datatests.py:228
pkgs/python/[email protected]/vendored-meson/meson/unittests/datatests.py:236
pkgs/python/[email protected]/vendored-meson/meson/unittests/datatests.py:246
pkgs/python/[email protected]/vendored-meson/meson/unittests/featurestests.py:85
pkgs/python/[email protected]/vendored-meson/meson/unittests/featurestests.py:96
pkgs/python/[email protected]/vendored-meson/meson/unittests/helpers.py:34
pkgs/python/[email protected]/vendored-meson/meson/unittests/helpers.py:211
pkgs/python/[email protected]/vendored-meson/meson/unittests/helpers.py:213
pkgs/python/[email protected]/vendored-meson/meson/unittests/helpers.py:214
pkgs/python/[email protected]/vendored-meson/meson/unittests/helpers.py:301
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:42
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:58
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:156
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:168
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:268
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:274
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:276
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:824
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:1132
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:1143
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:1272
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:1287
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:1300
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:1495
pkgs/python/[email protected]/vendored-meson/meson/unittests/linuxliketests.py:1653
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:80
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:84
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:86
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:793
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:808
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:813
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:814
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:829
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:830
pkgs/python/[email protected]/vendored-meson/meson/unittests/machinefiletests.py:943
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:49
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:78
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:80
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:104
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:106
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:240
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:296
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:441
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:443
pkgs/python/[email protected]/vendored-meson/meson/unittests/windowstests.py:466
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 5 locations
pkgs/python/[email protected]/numpy/lib/_datasource.py:333
pkgs/python/[email protected]/numpy/lib/_datasource.py:475
pkgs/python/[email protected]/vendored-meson/meson/docs/validatelinks.py:16
pkgs/python/[email protected]/vendored-meson/meson/mesonbuild/wrap/wrap.py:121
pkgs/python/[email protected]/vendored-meson/meson/mesonbuild/wrap/wrap.py:822
low egress — Hardcoded external endpoint. Review what data is sent to this destination. 3 locations
pkgs/python/[email protected]/vendored-meson/meson/manual tests/4 standalone binaries/build_windows_package.py:14
pkgs/python/[email protected]/vendored-meson/meson/tools/regenerate_docs.py:125
pkgs/python/[email protected]/vendored-meson/meson/unittests/platformagnostictests.py:141

nvidia-ml-py

python dependency
expand_more 4 low-confidence finding(s)
low env_fs — Environment-variable access. 2 locations
pkgs/python/[email protected]/pynvml.py:2241
pkgs/python/[email protected]/pynvml.py:2245
low env_fs — Filesystem access. 2 locations
pkgs/python/[email protected]/setup.py:20
pkgs/python/[email protected]/setup.py:26

ocifs

python dependency
expand_more 16 low-confidence finding(s)
low env_fs — Environment-variable access. 16 locations
pkgs/python/[email protected]/ocifs/core.py:45
pkgs/python/[email protected]/ocifs/core.py:56
pkgs/python/[email protected]/ocifs/core.py:1058
pkgs/python/[email protected]/ocifs/core.py:1058
pkgs/python/[email protected]/ocifs/core.py:1060
pkgs/python/[email protected]/ocifs/core.py:1071
pkgs/python/[email protected]/ocifs/core.py:1116
pkgs/python/[email protected]/ocifs/core.py:1117
pkgs/python/[email protected]/ocifs/core.py:1138
pkgs/python/[email protected]/ocifs/core.py:1142
pkgs/python/[email protected]/ocifs/data_lake/lake_sharing_client.py:38
pkgs/python/[email protected]/ocifs/data_lake/lake_sharing_client.py:49
pkgs/python/[email protected]/ocifs/data_lake/lake_sharing_object_storage_client.py:33
pkgs/python/[email protected]/ocifs/data_lake/lake_sharing_object_storage_client.py:44
pkgs/python/[email protected]/ocifs/data_lake/lakehouse_client.py:40
pkgs/python/[email protected]/ocifs/data_lake/lakehouse_client.py:51

openenv-core

python dependency
expand_more 17 low-confidence finding(s)
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 12 locations
pkgs/python/[email protected]/containers/runtime/providers.py:232
pkgs/python/[email protected]/containers/test_local_docker_provider.py:54
pkgs/python/[email protected]/containers/test_local_docker_provider.py:63
pkgs/python/[email protected]/containers/test_local_docker_provider.py:79
pkgs/python/[email protected]/containers/test_local_docker_provider.py:96
pkgs/python/[email protected]/containers/test_local_docker_provider.py:108
pkgs/python/[email protected]/containers/test_local_docker_provider.py:117
pkgs/python/[email protected]/containers/test_local_docker_provider.py:169
pkgs/python/[email protected]/containers/test_local_docker_provider.py:210
pkgs/python/[email protected]/http_env_client.py:120
pkgs/python/[email protected]/http_env_client.py:137
pkgs/python/[email protected]/http_env_client.py:160
low env_fs — Environment-variable access. 2 locations
pkgs/python/[email protected]/env_server/http_server.py:186
pkgs/python/[email protected]/env_server/web_interface.py:82
low env_fs — Filesystem access. 3 locations
pkgs/python/[email protected]/env_server/web_interface.py:77
pkgs/python/[email protected]/env_server/web_interface.py:85
pkgs/python/[email protected]/env_server/web_interface.py:94

packaging

python dependency
expand_more 3 low-confidence finding(s)
low env_fs — Filesystem access. 3 locations
pkgs/python/[email protected]/docs/conf.py:11
pkgs/python/[email protected]/src/packaging/_manylinux.py:34
pkgs/python/[email protected]/src/packaging/_musllinux.py:46

peft

python dependency
expand_more 12 low-confidence finding(s)
low env_fs — Filesystem access. 4 locations
pkgs/python/[email protected]/setup.py:51
pkgs/python/[email protected]/src/peft/config.py:69
pkgs/python/[email protected]/src/peft/config.py:162
pkgs/python/[email protected]/src/peft/config.py:275
low env_fs — Environment-variable access. 8 locations
pkgs/python/[email protected]/src/peft/tuners/boft/layer.py:59
pkgs/python/[email protected]/src/peft/tuners/boft/layer.py:60
pkgs/python/[email protected]/src/peft/tuners/boft/layer.py:61
pkgs/python/[email protected]/src/peft/tuners/boft/layer.py:69
pkgs/python/[email protected]/src/peft/tuners/boft/layer.py:71
pkgs/python/[email protected]/src/peft/utils/other.py:1216
pkgs/python/[email protected]/src/peft/utils/other.py:1216
pkgs/python/[email protected]/src/peft/utils/other.py:1409

prometheus-client

python dependency
expand_more 21 low-confidence finding(s)
low env_fs — Environment-variable access. 14 locations
pkgs/python/[email protected]/prometheus_client/django/exposition.py:12
pkgs/python/[email protected]/prometheus_client/metrics.py:45
pkgs/python/[email protected]/prometheus_client/metrics.py:206
pkgs/python/[email protected]/prometheus_client/metrics.py:224
pkgs/python/[email protected]/prometheus_client/metrics.py:259
pkgs/python/[email protected]/prometheus_client/multiprocess.py:25
pkgs/python/[email protected]/prometheus_client/multiprocess.py:26
pkgs/python/[email protected]/prometheus_client/multiprocess.py:28
pkgs/python/[email protected]/prometheus_client/multiprocess.py:180
pkgs/python/[email protected]/prometheus_client/validation.py:11
pkgs/python/[email protected]/prometheus_client/values.py:79
pkgs/python/[email protected]/prometheus_client/values.py:80
pkgs/python/[email protected]/prometheus_client/values.py:95
pkgs/python/[email protected]/prometheus_client/values.py:157
low env_fs — Filesystem access. 6 locations
pkgs/python/[email protected]/prometheus_client/exposition.py:491
pkgs/python/[email protected]/prometheus_client/mmap_dict.py:64
pkgs/python/[email protected]/prometheus_client/mmap_dict.py:86
pkgs/python/[email protected]/prometheus_client/process_collector.py:49
pkgs/python/[email protected]/prometheus_client/process_collector.py:62
pkgs/python/[email protected]/prometheus_client/process_collector.py:83
low egress dependency Excluded from app score #7c1a5b10860dbf92 capability detected · no path traced — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/prometheus_client/exposition.py:518 
        resp = build_opener(base_handler).open(request, timeout=timeout)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

pydantic

python dependency
expand_more 9 low-confidence finding(s)
low env_fs — Filesystem access. 5 locations
pkgs/python/[email protected]/pydantic/deprecated/parse.py:71
pkgs/python/[email protected]/pydantic/mypy.py:1373
pkgs/python/[email protected]/pydantic/v1/env_settings.py:307
pkgs/python/[email protected]/pydantic/v1/mypy.py:948
pkgs/python/[email protected]/pydantic/v1/parse.py:57
low env_fs — Environment-variable access. 4 locations
pkgs/python/[email protected]/pydantic/json_schema.py:337
pkgs/python/[email protected]/pydantic/plugin/_loader.py:27
pkgs/python/[email protected]/pydantic/v1/env_settings.py:173
pkgs/python/[email protected]/pydantic/v1/env_settings.py:175

python-dotenv

python dependency
expand_more 11 low-confidence finding(s)
low env_fs — Filesystem access. 5 locations
pkgs/python/[email protected]/setup.py:7
pkgs/python/[email protected]/setup.py:15
pkgs/python/[email protected]/src/dotenv/cli.py:60
pkgs/python/[email protected]/src/dotenv/main.py:56
pkgs/python/[email protected]/src/dotenv/main.py:140
low env_fs — Environment-variable access. 6 locations
pkgs/python/[email protected]/src/dotenv/cli.py:158
pkgs/python/[email protected]/src/dotenv/cli.py:189
pkgs/python/[email protected]/src/dotenv/main.py:96
pkgs/python/[email protected]/src/dotenv/main.py:99
pkgs/python/[email protected]/src/dotenv/main.py:245
pkgs/python/[email protected]/src/dotenv/main.py:249

q-galore-torch

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #073fca0e00db7981 capability detected · no path traced — Filesystem access.
pkgs/python/[email protected]/setup.py:3 
with open("requirements.txt") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

requests

python dependency
expand_more 8 low-confidence finding(s)
low env_fs — Environment-variable access. 8 locations
pkgs/python/[email protected]/src/requests/sessions.py:857
pkgs/python/[email protected]/src/requests/sessions.py:858
pkgs/python/[email protected]/src/requests/utils.py:239
pkgs/python/[email protected]/src/requests/utils.py:798
pkgs/python/[email protected]/src/requests/utils.py:799
pkgs/python/[email protected]/src/requests/utils.py:805
pkgs/python/[email protected]/src/requests/utils.py:807
pkgs/python/[email protected]/src/requests/utils.py:820

ring-flash-attn

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #a201f9ccc4deb8cb capability detected · no path traced — Environment-variable access.
pkgs/python/[email protected]/ring_flash_attn/adapters/hf_adapter.py:132 
                    os.environ.get("FLASH_ATTENTION_DETERMINISTIC", "0") == "1"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

s3fs

python dependency
expand_more 23 low-confidence finding(s)
low env_fs — Environment-variable access. 3 locations
pkgs/python/[email protected]/s3fs/core.py:52
pkgs/python/[email protected]/s3fs/core.py:55
pkgs/python/[email protected]/versioneer.py:1325
low env_fs — Filesystem access. 20 locations
pkgs/python/[email protected]/s3fs/core.py:1261
pkgs/python/[email protected]/s3fs/core.py:1374
pkgs/python/[email protected]/setup.py:6
pkgs/python/[email protected]/setup.py:37
pkgs/python/[email protected]/versioneer.py:409
pkgs/python/[email protected]/versioneer.py:417
pkgs/python/[email protected]/versioneer.py:1214
pkgs/python/[email protected]/versioneer.py:1474
pkgs/python/[email protected]/versioneer.py:1483
pkgs/python/[email protected]/versioneer.py:1544
pkgs/python/[email protected]/versioneer.py:1563
pkgs/python/[email protected]/versioneer.py:2059
pkgs/python/[email protected]/versioneer.py:2092
pkgs/python/[email protected]/versioneer.py:2142
pkgs/python/[email protected]/versioneer.py:2237
pkgs/python/[email protected]/versioneer.py:2243
pkgs/python/[email protected]/versioneer.py:2260
pkgs/python/[email protected]/versioneer.py:2268
pkgs/python/[email protected]/versioneer.py:2272
pkgs/python/[email protected]/versioneer.py:2292

sentencepiece

python dependency
expand_more 10 low-confidence finding(s)
low env_fs — Filesystem access. 9 locations
pkgs/python/[email protected]/sentencepiece/third_party/abseil-cpp/absl/abseil.podspec.gen.py:219
pkgs/python/[email protected]/sentencepiece/third_party/abseil-cpp/absl/copts/generate_copts.py:92
pkgs/python/[email protected]/sentencepiece/third_party/abseil-cpp/create_lts.py:38
pkgs/python/[email protected]/sentencepiece/third_party/abseil-cpp/create_lts.py:48
pkgs/python/[email protected]/sentencepiece/third_party/abseil-cpp/create_lts.py:67
pkgs/python/[email protected]/sentencepiece/third_party/abseil-cpp/create_lts.py:82
pkgs/python/[email protected]/sentencepiece/third_party/absl/abseil.podspec.gen.py:219
pkgs/python/[email protected]/sentencepiece/third_party/absl/copts/generate_copts.py:92
pkgs/python/[email protected]/setup.py:35
low env_fs dependency Excluded from app score #c3e60e914e63f5e7 capability detected · no path traced — Environment-variable access.
pkgs/python/[email protected]/setup.py:276 
  if os.getenv('PYTHON_ARCH', '') == 'ARM64':

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

tokenizers

python dependency
expand_more 19 low-confidence finding(s)
low env_fs dependency Excluded from app score #e6aaf5156f20113f capability detected · no path traced — Environment-variable access.
pkgs/python/[email protected]/bindings/python/benches/test_tiktoken.py:29 
    os.environ["RAYON_NUM_THREADS"] = str(num_threads)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.
low env_fs — Filesystem access. 17 locations
pkgs/python/[email protected]/bindings/python/examples/example.py:29
pkgs/python/[email protected]/bindings/python/py_src/tokenizers/implementations/sentencepiece_unigram.py:160
pkgs/python/[email protected]/bindings/python/py_src/tokenizers/tools/visualizer.py:12
pkgs/python/[email protected]/bindings/python/scripts/convert.py:52
pkgs/python/[email protected]/bindings/python/scripts/convert.py:342
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:61
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:134
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:135
pkgs/python/[email protected]/bindings/python/scripts/spm_parity_check.py:99
pkgs/python/[email protected]/bindings/python/scripts/spm_parity_check.py:226
pkgs/python/[email protected]/bindings/python/stub.py:259
pkgs/python/[email protected]/bindings/python/stub.py:263
pkgs/python/[email protected]/bindings/python/stub.py:279
pkgs/python/[email protected]/bindings/python/stub.py:286
pkgs/python/[email protected]/bindings/python/stub.py:290
pkgs/python/[email protected]/py_src/tokenizers/implementations/sentencepiece_unigram.py:160
pkgs/python/[email protected]/py_src/tokenizers/tools/visualizer.py:12
low egress tooling Excluded from app score unreachable #477c55e25a5d1ace capability detected · no path traced — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/bindings/python/scripts/sentencepiece_extractor.py:121 
                response = get(args.model, allow_redirects=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

trl

python dependency
expand_more 107 low-confidence finding(s)
low env_fs — Environment-variable access. 28 locations
pkgs/python/[email protected]/trl/_compat.py:83
pkgs/python/[email protected]/trl/experimental/__init__.py:30
pkgs/python/[email protected]/trl/experimental/async_grpo/async_rollout_worker.py:120
pkgs/python/[email protected]/trl/experimental/async_grpo/async_rollout_worker.py:122
pkgs/python/[email protected]/trl/experimental/online_dpo/online_dpo_trainer.py:476
pkgs/python/[email protected]/trl/experimental/online_dpo/online_dpo_trainer.py:477
pkgs/python/[email protected]/trl/experimental/online_dpo/online_dpo_trainer.py:478
pkgs/python/[email protected]/trl/experimental/openreward/_spec.py:258
pkgs/python/[email protected]/trl/experimental/openreward/_spec.py:344
pkgs/python/[email protected]/trl/experimental/openreward/_spec.py:345
pkgs/python/[email protected]/trl/experimental/openreward/environment.py:169
pkgs/python/[email protected]/trl/experimental/openreward/environment.py:170
pkgs/python/[email protected]/trl/generation/vllm_generation.py:335
pkgs/python/[email protected]/trl/generation/vllm_generation.py:336
pkgs/python/[email protected]/trl/generation/vllm_generation.py:337
pkgs/python/[email protected]/trl/scripts/utils.py:335
pkgs/python/[email protected]/trl/scripts/vllm_serve.py:33
pkgs/python/[email protected]/trl/scripts/vllm_serve.py:338
pkgs/python/[email protected]/trl/scripts/vllm_serve.py:339
pkgs/python/[email protected]/trl/scripts/vllm_serve.py:340
pkgs/python/[email protected]/trl/scripts/vllm_serve.py:341
pkgs/python/[email protected]/trl/trainer/base_trainer.py:78
pkgs/python/[email protected]/trl/trainer/base_trainer.py:160
pkgs/python/[email protected]/trl/trainer/grpo_trainer.py:538
pkgs/python/[email protected]/trl/trainer/grpo_trainer.py:547
pkgs/python/[email protected]/trl/trainer/utils.py:101
pkgs/python/[email protected]/trl/trainer/utils.py:103
pkgs/python/[email protected]/trl/trainer/utils.py:110
low env_fs — Filesystem access. 61 locations
pkgs/python/[email protected]/trl/chat_template_utils.py:482
pkgs/python/[email protected]/trl/chat_template_utils.py:484
pkgs/python/[email protected]/trl/chat_template_utils.py:486
pkgs/python/[email protected]/trl/chat_template_utils.py:488
pkgs/python/[email protected]/trl/chat_template_utils.py:490
pkgs/python/[email protected]/trl/chat_template_utils.py:492
pkgs/python/[email protected]/trl/chat_template_utils.py:494
pkgs/python/[email protected]/trl/chat_template_utils.py:496
pkgs/python/[email protected]/trl/chat_template_utils.py:498
pkgs/python/[email protected]/trl/chat_template_utils.py:500
pkgs/python/[email protected]/trl/chat_template_utils.py:502
pkgs/python/[email protected]/trl/chat_template_utils.py:504
pkgs/python/[email protected]/trl/chat_template_utils.py:506
pkgs/python/[email protected]/trl/chat_template_utils.py:508
pkgs/python/[email protected]/trl/chat_template_utils.py:510
pkgs/python/[email protected]/trl/chat_template_utils.py:512
pkgs/python/[email protected]/trl/chat_template_utils.py:514
pkgs/python/[email protected]/trl/chat_template_utils.py:516
pkgs/python/[email protected]/trl/chat_template_utils.py:519
pkgs/python/[email protected]/trl/chat_template_utils.py:521
pkgs/python/[email protected]/trl/chat_template_utils.py:523
pkgs/python/[email protected]/trl/chat_template_utils.py:525
pkgs/python/[email protected]/trl/chat_template_utils.py:527
pkgs/python/[email protected]/trl/chat_template_utils.py:529
pkgs/python/[email protected]/trl/chat_template_utils.py:531
pkgs/python/[email protected]/trl/chat_template_utils.py:816
pkgs/python/[email protected]/trl/chat_template_utils.py:818
pkgs/python/[email protected]/trl/chat_template_utils.py:820
pkgs/python/[email protected]/trl/chat_template_utils.py:822
pkgs/python/[email protected]/trl/chat_template_utils.py:824
pkgs/python/[email protected]/trl/chat_template_utils.py:826
pkgs/python/[email protected]/trl/chat_template_utils.py:828
pkgs/python/[email protected]/trl/chat_template_utils.py:830
pkgs/python/[email protected]/trl/chat_template_utils.py:832
pkgs/python/[email protected]/trl/chat_template_utils.py:834
pkgs/python/[email protected]/trl/chat_template_utils.py:836
pkgs/python/[email protected]/trl/chat_template_utils.py:840
pkgs/python/[email protected]/trl/chat_template_utils.py:844
pkgs/python/[email protected]/trl/chat_template_utils.py:848
pkgs/python/[email protected]/trl/chat_template_utils.py:850
pkgs/python/[email protected]/trl/chat_template_utils.py:852
pkgs/python/[email protected]/trl/chat_template_utils.py:854
pkgs/python/[email protected]/trl/chat_template_utils.py:856
pkgs/python/[email protected]/trl/chat_template_utils.py:858
pkgs/python/[email protected]/trl/chat_template_utils.py:862
pkgs/python/[email protected]/trl/chat_template_utils.py:864
pkgs/python/[email protected]/trl/chat_template_utils.py:868
pkgs/python/[email protected]/trl/chat_template_utils.py:872
pkgs/python/[email protected]/trl/experimental/bco/bco_trainer.py:165
pkgs/python/[email protected]/trl/experimental/bco/bco_trainer.py:172
pkgs/python/[email protected]/trl/experimental/harbor/_env.py:137
pkgs/python/[email protected]/trl/experimental/harbor/_spec.py:102
pkgs/python/[email protected]/trl/experimental/ppo/modeling_value_head.py:379
pkgs/python/[email protected]/trl/scripts/_hf_argparser.py:359
pkgs/python/[email protected]/trl/scripts/_hf_argparser.py:429
pkgs/python/[email protected]/trl/scripts/_hf_argparser.py:453
pkgs/python/[email protected]/trl/scripts/utils.py:326
pkgs/python/[email protected]/trl/trainer/grpo_trainer.py:3235
pkgs/python/[email protected]/trl/trainer/grpo_trainer.py:3243
pkgs/python/[email protected]/trl/trainer/reward_trainer.py:428
pkgs/python/[email protected]/trl/trainer/sft_trainer.py:1022
low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 18 locations
pkgs/python/[email protected]/trl/experimental/async_grpo/async_grpo_trainer.py:180
pkgs/python/[email protected]/trl/experimental/async_grpo/async_rollout_worker.py:825
pkgs/python/[email protected]/trl/experimental/async_grpo/weight_transfer.py:57
pkgs/python/[email protected]/trl/experimental/async_grpo/weight_transfer.py:75
pkgs/python/[email protected]/trl/experimental/async_grpo/weight_transfer.py:107
pkgs/python/[email protected]/trl/experimental/async_grpo/weight_transfer.py:125
pkgs/python/[email protected]/trl/experimental/async_grpo/weight_transfer.py:130
pkgs/python/[email protected]/trl/experimental/async_grpo/weight_transfer.py:135
pkgs/python/[email protected]/trl/generation/vllm_client.py:184
pkgs/python/[email protected]/trl/generation/vllm_client.py:274
pkgs/python/[email protected]/trl/generation/vllm_client.py:387
pkgs/python/[email protected]/trl/generation/vllm_client.py:427
pkgs/python/[email protected]/trl/generation/vllm_client.py:449
pkgs/python/[email protected]/trl/generation/vllm_client.py:501
pkgs/python/[email protected]/trl/generation/vllm_client.py:591
pkgs/python/[email protected]/trl/generation/vllm_client.py:625
pkgs/python/[email protected]/trl/generation/vllm_client.py:725
pkgs/python/[email protected]/trl/generation/vllm_client.py:736

typing-extensions

python dependency
expand_more 7 low-confidence finding(s)
low env_fs — Filesystem access. 7 locations
pkgs/python/[email protected]/src/test_typing_extensions.py:1649
pkgs/python/[email protected]/src/test_typing_extensions.py:1650
pkgs/python/[email protected]/src/test_typing_extensions.py:1651
pkgs/python/[email protected]/src/test_typing_extensions.py:8436
pkgs/python/[email protected]/src/test_typing_extensions.py:8437
pkgs/python/[email protected]/src/test_typing_extensions.py:8438
pkgs/python/[email protected]/src/test_typing_extensions.py:8887

xformers

python dependency
expand_more 67 low-confidence finding(s)
low env_fs — Environment-variable access. 34 locations
pkgs/python/[email protected]/setup.py:55
pkgs/python/[email protected]/setup.py:92
pkgs/python/[email protected]/setup.py:119
pkgs/python/[email protected]/setup.py:161
pkgs/python/[email protected]/setup.py:172
pkgs/python/[email protected]/setup.py:173
pkgs/python/[email protected]/setup.py:194
pkgs/python/[email protected]/setup.py:214
pkgs/python/[email protected]/setup.py:215
pkgs/python/[email protected]/setup.py:238
pkgs/python/[email protected]/setup.py:240
pkgs/python/[email protected]/setup.py:277
pkgs/python/[email protected]/setup.py:278
pkgs/python/[email protected]/setup.py:299
pkgs/python/[email protected]/setup.py:303
pkgs/python/[email protected]/setup.py:349
pkgs/python/[email protected]/setup.py:452
pkgs/python/[email protected]/setup.py:453
pkgs/python/[email protected]/xformers/__init__.py:46
pkgs/python/[email protected]/xformers/__init__.py:50
pkgs/python/[email protected]/xformers/_cpp_lib.py:145
pkgs/python/[email protected]/xformers/benchmarks/benchmark_sequence_parallel_fused.py:138
pkgs/python/[email protected]/xformers/benchmarks/benchmark_sequence_parallel_fused.py:139
pkgs/python/[email protected]/xformers/benchmarks/benchmark_sequence_parallel_fused.py:140
pkgs/python/[email protected]/xformers/benchmarks/benchmark_sequence_parallel_fused.py:141
pkgs/python/[email protected]/xformers/benchmarks/utils.py:482
pkgs/python/[email protected]/xformers/benchmarks/utils.py:482
pkgs/python/[email protected]/xformers/ops/fmha/flash.py:72
pkgs/python/[email protected]/xformers/ops/fmha/flash3.py:402
pkgs/python/[email protected]/xformers/ops/sequence_parallel_fused_ops.py:362
pkgs/python/[email protected]/xformers/ops/sp24.py:407
pkgs/python/[email protected]/xformers/ops/tiled_matmul.py:17
pkgs/python/[email protected]/xformers/triton/vararg_kernel.py:168
pkgs/python/[email protected]/xformers/triton/vararg_kernel.py:169
low env_fs — Filesystem access. 33 locations
pkgs/python/[email protected]/setup.py:73
pkgs/python/[email protected]/setup.py:365
pkgs/python/[email protected]/setup.py:415
pkgs/python/[email protected]/setup.py:456
pkgs/python/[email protected]/third_party/cutlass/examples/40_cutlass_py/customizable/gemm_grouped.py:207
pkgs/python/[email protected]/third_party/cutlass/examples/41_fused_multi_head_attention/piped_subprocess.py:83
pkgs/python/[email protected]/third_party/cutlass/examples/41_fused_multi_head_attention/piped_subprocess.py:104
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_all_code.py:85
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_cmake.py:130
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_device.py:136
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_kernel.py:466
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_kernel.py:472
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_sample.py:231
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_threadblock.py:1002
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_threadblock.py:1007
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_threadblock.py:1012
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_turing_and_volta.py:451
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/helper.py:64
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/replace_fix_impl_header.py:54
pkgs/python/[email protected]/third_party/cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/replace_fix_impl_header.py:66
pkgs/python/[email protected]/xformers/_cpp_lib.py:129
pkgs/python/[email protected]/xformers/benchmarks/utils.py:246
pkgs/python/[email protected]/xformers/benchmarks/utils.py:299
pkgs/python/[email protected]/xformers/csrc/attention/hip_fmha/generate_instances.py:158
pkgs/python/[email protected]/xformers/csrc/attention/hip_fmha/generate_instances.py:178
pkgs/python/[email protected]/xformers/csrc/attention/hip_fmha/generate_instances.py:229
pkgs/python/[email protected]/xformers/csrc/attention/hip_fmha/generate_instances.py:249
pkgs/python/[email protected]/xformers/csrc/attention/hip_fmha/generate_instances.py:308
pkgs/python/[email protected]/xformers/csrc/attention/hip_fmha/generate_instances.py:328
pkgs/python/[email protected]/xformers/profiler/profiler.py:103
pkgs/python/[email protected]/xformers/profiler/profiler.py:204
pkgs/python/[email protected]/xformers/profiler/profiler.py:356
pkgs/python/[email protected]/xformers/triton/vararg_kernel.py:233

zstandard

python dependency
expand_more 10 low-confidence finding(s)
low env_fs — Filesystem access. 4 locations
pkgs/python/[email protected]/make_cffi.py:70
pkgs/python/[email protected]/make_cffi.py:193
pkgs/python/[email protected]/setup.py:112
pkgs/python/[email protected]/setup.py:129
low env_fs — Environment-variable access. 6 locations
pkgs/python/[email protected]/make_cffi.py:121
pkgs/python/[email protected]/setup.py:58
pkgs/python/[email protected]/setup_zstd.py:108
pkgs/python/[email protected]/setup_zstd.py:110
pkgs/python/[email protected]/setup_zstd.py:138
pkgs/python/[email protected]/zstandard/__init__.py:35

Skipped dependencies

Production

  • torch prod — no sdist (wheels only)
  • trackio prod — no sdist (wheels only)
  • gradio prod — sdist exceeds byte cap
  • wandb prod — sdist exceeds byte cap
  • scipy prod — sdist exceeds byte cap
  • tensorboard prod — no sdist (wheels only)
  • bitsandbytes prod — no sdist (wheels only)
  • triton prod — no sdist (wheels only)
  • torchao prod — no sdist (wheels only)
  • deepspeed-kernels prod — no sdist (wheels only)
  • lomo-optim prod — no sdist (wheels only)
  • ray prod — no sdist (wheels only)
  • vllm prod — sdist exceeds byte cap
  • fbgemm-gpu-genai prod — no sdist (wheels only)