Close Open Privacy Scan

link https://github.com/explodinggradients/ragas

bolt Snapshot: commit 298b682

science engine v1.23

schedule 2026-07-27T04:19:10.862943+00:00

smart_toy AI deps detected: haystack-ai, instructor, langchain, langchain-core +4 more — detected in dependencies, not a safety judgment.

App Privacy Score

57 /100

Medium privacy risk

Medium risk · 4499 finding(s)

Based on: 2 first-party package(s) · 47/54 deps analyzed

Dependency score: 0 (High risk)

bar_chart Score Breakdown

telemetry −25

egress −15

env_fs −3

list Scan Summary

0 high 191 medium 4308 low

First-party packages: 2

Dependency packages: 43

Ecosystem: python

swap_horiz Application data flows

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

hub Dependency data flows (6)

medium r2r 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.

1sourcepkgs/python/[email protected]/core/main/app_entry.py:105
2sinkpkgs/python/[email protected]/core/main/app_entry.py:104

medium r2r 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.

1sourcepkgs/python/[email protected]/core/providers/auth/clerk.py:65
2sinkpkgs/python/[email protected]/core/providers/auth/clerk.py:100

medium r2r 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.

1sourcepkgs/python/[email protected]/core/providers/auth/jwt.py:65
2sinkpkgs/python/[email protected]/core/providers/auth/jwt.py:87

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.

1sourcepkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:171
2sinkpkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:176

1sourcepkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:198
2sinkpkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:203

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.

1sourcepkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2512
2sinkpkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2514

</> First-Party Code

first-party (python)

python first-party

medium telemetry production #90f9c772a5a1c795 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/ragas/embeddings/base.py:305

        track(
            EmbeddingUsageEvent(
                provider="langchain",
                model=getattr(self.embeddings, "model", None),
                embedding_type="legacy",
                num_requests=1,
                is_async=False,
            )
        )

A telemetry/analytics SDK is used; 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 #a461d0a0fe39c96a 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/ragas/embeddings/base.py:323

        track(
            EmbeddingUsageEvent(
                provider="langchain",
                model=getattr(self.embeddings, "model", None),
                embedding_type="legacy",
                num_requests=len(texts),
                is_async=False,
            )
        )

A telemetry/analytics SDK is used; 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 #128bc8a3dc2d6e67 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/ragas/embeddings/base.py:341

        track(
            EmbeddingUsageEvent(
                provider="langchain",
                model=getattr(self.embeddings, "model", None),
                embedding_type="legacy",
                num_requests=1,
                is_async=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 #089c784fb9ef02fa 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/ragas/embeddings/base.py:359

        track(
            EmbeddingUsageEvent(
                provider="langchain",
                model=getattr(self.embeddings, "model", None),
                embedding_type="legacy",
                num_requests=len(texts),
                is_async=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 #1d49c751687dbc90 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/ragas/embeddings/base.py:745

        track(
            EmbeddingUsageEvent(
                provider="openai",
                model=model_name,
                embedding_type="factory_legacy",
                num_requests=1,
                is_async=False,
            )
        )

A telemetry/analytics SDK is used; 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 #6a4a2cb41bee625f 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/ragas/embeddings/base.py:764

    track(
        EmbeddingUsageEvent(
            provider=provider,
            model=model,
            embedding_type="factory_modern",
            num_requests=1,
            is_async=False,
        )
    )

A telemetry/analytics SDK is used; 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 #9aa9a5fb03a883bf 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/ragas/embeddings/openai_provider.py:46

        track(
            EmbeddingUsageEvent(
                provider="openai",
                model=self.model,
                embedding_type="modern",
                num_requests=1,
                is_async=self.is_async,
            )
        )

A telemetry/analytics SDK is used; 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 #b2fe1b49912934dc 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/ragas/embeddings/openai_provider.py:70

        track(
            EmbeddingUsageEvent(
                provider="openai",
                model=self.model,
                embedding_type="modern",
                num_requests=1,
                is_async=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 #3b04f6b90c4c3512 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/ragas/embeddings/openai_provider.py:97

        track(
            EmbeddingUsageEvent(
                provider="openai",
                model=self.model,
                embedding_type="modern",
                num_requests=len(texts),
                is_async=self.is_async,
            )
        )

A telemetry/analytics SDK is used; 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 #246961766ec2833f 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/ragas/embeddings/openai_provider.py:127

        track(
            EmbeddingUsageEvent(
                provider="openai",
                model=self.model,
                embedding_type="modern",
                num_requests=len(texts),
                is_async=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 #69aa2bc3a0227e38 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/ragas/llms/base.py:266

        track(
            LLMUsageEvent(
                provider="langchain",
                model=getattr(self.langchain_llm, "model_name", None)
                or getattr(self.langchain_llm, "model", None),
                llm_type="langchain_wrapper",
                num_requests=n,
                is_async=False,
            )
        )

A telemetry/analytics SDK is used; 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 #5e645e52255f1ec9 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/ragas/llms/base.py:319

        track(
            LLMUsageEvent(
                provider="langchain",
                model=getattr(self.langchain_llm, "model_name", None)
                or getattr(self.langchain_llm, "model", None),
                llm_type="langchain_wrapper",
                num_requests=n,
                is_async=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 #31ad818390a07ae8 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/ragas/llms/base.py:738

    track(
        LLMUsageEvent(
            provider=provider,
            model=model,
            llm_type="llm_factory",
            num_requests=1,
            is_async=False,
        )
    )

A telemetry/analytics SDK is used; 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 #9339a192a440cf70 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/ragas/llms/base.py:1106

        track(
            LLMUsageEvent(
                provider=self.provider,
                model=self.model,
                llm_type="instructor",
                num_requests=1,
                is_async=self.is_async,
            )
        )

A telemetry/analytics SDK is used; 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 #3a6b34ab3744a153 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/ragas/llms/base.py:1154

        track(
            LLMUsageEvent(
                provider=self.provider,
                model=self.model,
                llm_type="instructor",
                num_requests=1,
                is_async=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 #7482942bd893e633 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/ragas/llms/litellm_llm.py:209

        track(
            LLMUsageEvent(
                provider=self.provider,
                model=self.model,
                llm_type="litellm",
                num_requests=1,
                is_async=self.is_async,
            )
        )

A telemetry/analytics SDK is used; 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 #5738ce8fc41eb3e3 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/ragas/llms/litellm_llm.py:254

        track(
            LLMUsageEvent(
                provider=self.provider,
                model=self.model,
                llm_type="litellm",
                num_requests=1,
                is_async=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 #dc168c31727e6912 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/ragas/llms/oci_genai_wrapper.py:91

        track(
            LLMUsageEvent(
                provider="oci_genai",
                model=model_id,
                llm_type="oci_wrapper",
                num_requests=1,
                is_async=False,
            )
        )

A telemetry/analytics SDK is used; 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 #e192003b4595881d 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/ragas/llms/oci_genai_wrapper.py:223

            track(
                LLMUsageEvent(
                    provider="oci_genai",
                    model=self.model_id,
                    llm_type="oci_wrapper",
                    num_requests=n,
                    is_async=False,
                )
            )

A telemetry/analytics SDK is used; 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 #f3dd1888eab48764 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/ragas/llms/oci_genai_wrapper.py:279

            track(
                LLMUsageEvent(
                    provider="oci_genai",
                    model=self.model_id,
                    llm_type="oci_wrapper",
                    num_requests=n,
                    is_async=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 #16b47852c9856483 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/ragas/prompt/few_shot_pydantic_prompt.py:123

        track(
            PromptUsageEvent(
                prompt_type="few_shot",
                has_examples=len(self.examples) > 0,
                num_examples=len(self.examples),
                has_response_model=True,  # FewShotPydanticPrompt always has response model
                language=self.language,
            )
        )

A telemetry/analytics SDK is used; 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 #36960599229e04b1 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/ragas/prompt/pydantic_prompt.py:339

        track(
            PromptUsageEvent(
                prompt_type="pydantic",
                has_examples=len(self.examples) > 0,
                num_examples=len(self.examples),
                has_response_model=True,  # PydanticPrompt always has response model
                language=self.language,
            )
        )

A telemetry/analytics SDK is used; 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 #6df52a5c484e248e 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/ragas/prompt/simple_prompt.py:110

        track(
            PromptUsageEvent(
                prompt_type="simple",
                has_examples=len(self.examples) > 0 if self.examples else False,
                num_examples=len(self.examples) if self.examples else 0,
                has_response_model=self.response_model is not None,
                language="english",  # Simple prompt doesn't have language detection
            )
        )

A telemetry/analytics SDK is used; 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 #b39805993e36c439 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/ragas/testset/synthesizers/generate.py:615

        track(
            TestsetGenerationEvent(
                event_type="testset_generation",
                evolution_names=[
                    e.__class__.__name__.lower() for e, _ in query_distribution
                ],
                evolution_percentages=[p for _, p in query_distribution],
                num_rows=testset_size,
                language="english",
            )
        )

A telemetry/analytics SDK 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 47 low-confidence finding(s)

low env_fs — Filesystem access. 34 locations

repo/docs/alfred.py:25

repo/docs/alfred.py:71

repo/src/ragas/_analytics.py:86

repo/src/ragas/_analytics.py:90

repo/src/ragas/backends/gdrive_backend.py:141

repo/src/ragas/backends/local_csv.py:65

repo/src/ragas/backends/local_csv.py:85

repo/src/ragas/backends/local_csv.py:90

repo/src/ragas/backends/local_jsonl.py:106

repo/src/ragas/backends/local_jsonl.py:141

repo/src/ragas/backends/local_jsonl.py:146

repo/src/ragas/cli.py:874

repo/src/ragas/cli.py:1052

repo/src/ragas/dataset_schema.py:282

repo/src/ragas/dataset_schema.py:290

repo/src/ragas/dataset_schema.py:297

repo/src/ragas/dataset_schema.py:614

repo/src/ragas/dataset_schema.py:646

repo/src/ragas/metrics/base.py:1018

repo/src/ragas/metrics/base.py:1114

repo/src/ragas/metrics/base.py:1186

repo/src/ragas/metrics/collections/multi_modal_faithfulness/util.py:192

repo/src/ragas/prompt/base.py:79

repo/src/ragas/prompt/base.py:88

repo/src/ragas/prompt/dynamic_few_shot.py:321

repo/src/ragas/prompt/dynamic_few_shot.py:376

repo/src/ragas/prompt/multi_modal_prompt.py:597

repo/src/ragas/prompt/pydantic_prompt.py:469

repo/src/ragas/prompt/pydantic_prompt.py:475

repo/src/ragas/prompt/simple_prompt.py:195

repo/src/ragas/prompt/simple_prompt.py:233

repo/src/ragas/testset/graph.py:203

repo/src/ragas/testset/graph.py:228

repo/src/ragas/testset/synthesizers/testset_schema.py:144

low env_fs — Environment-variable access. 10 locations

repo/docs/ipynb_to_md.py:62

repo/src/ragas/_analytics.py:49

repo/src/ragas/_analytics.py:55

repo/src/ragas/backends/gdrive_backend.py:100

repo/src/ragas/backends/gdrive_backend.py:101

repo/src/ragas/backends/gdrive_backend.py:104

repo/src/ragas/integrations/tracing/mlflow.py:47

repo/src/ragas/utils.py:33

repo/src/ragas/utils.py:35

repo/src/ragas/utils.py:40

low egress production #d5204d0ca6e27e1f capability detected · no path traced — Hardcoded external endpoint. Review what data is sent to this destination.

repo/src/ragas/_analytics.py:233

    requests.post(USAGE_TRACKING_URL, json=payload, timeout=USAGE_REQUESTS_TIMEOUT_SEC)

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 — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 2 locations

repo/src/ragas/metrics/collections/multi_modal_faithfulness/util.py:130

repo/src/ragas/prompt/multi_modal_prompt.py:386

first-party (python): examples

python first-party

expand_more 55 low-confidence finding(s)

low env_fs — Environment-variable access. 30 locations

repo/examples/iterate_prompt/evals.py:252

repo/examples/iterate_prompt/run_prompt.py:5

repo/examples/oci_genai_example.py:25

repo/examples/oci_genai_example.py:26

repo/examples/oci_genai_example.py:27

repo/examples/oci_genai_example.py:98

repo/examples/oci_genai_example.py:99

repo/examples/oci_genai_example.py:126

repo/examples/ragas_examples/agent_evals/agent.py:396

repo/examples/ragas_examples/agent_evals/agent.py:402

repo/examples/ragas_examples/benchmark_llm/evals.py:189

repo/examples/ragas_examples/benchmark_llm/prompt.py:17

repo/examples/ragas_examples/improve_rag/evals.py:186

repo/examples/ragas_examples/improve_rag/rag.py:102

repo/examples/ragas_examples/improve_rag/rag.py:104

repo/examples/ragas_examples/improve_rag/rag.py:236

repo/examples/ragas_examples/judge_alignment/evals.py:175

repo/examples/ragas_examples/judge_alignment/evals.py:202

repo/examples/ragas_examples/llamaIndex_agent_evals/evals.py:22

repo/examples/ragas_examples/llamaIndex_agent_evals/llamaindex_agent.py:44

repo/examples/ragas_examples/prompt_evals/prompt.py:5

repo/examples/ragas_examples/rag_eval/evals.py:15

repo/examples/ragas_examples/rag_eval/rag.py:460

repo/examples/ragas_examples/text2sql/analyze_errors.py:80

repo/examples/ragas_examples/text2sql/evals.py:134

repo/examples/ragas_examples/text2sql/evals.py:204

repo/examples/ragas_examples/text2sql/text2sql_agent.py:121

repo/examples/ragas_examples/workflow_eval/evals.py:11

repo/examples/ragas_examples/workflow_eval/workflow.py:622

repo/examples/ragas_examples/workflow_eval/workflow.py:648

low env_fs — Filesystem access. 12 locations

repo/examples/iterate_prompt/run_prompt.py:10

repo/examples/ragas_examples/agent_evals/agent.py:236

repo/examples/ragas_examples/llamaIndex_agent_evals/evals.py:194

repo/examples/ragas_examples/llamaIndex_agent_evals/evals.py:201

repo/examples/ragas_examples/llamaIndex_agent_evals/evals.py:210

repo/examples/ragas_examples/rag_eval/rag.py:435

repo/examples/ragas_examples/text2sql/data_utils.py:171

repo/examples/ragas_examples/text2sql/text2sql_agent.py:53

repo/examples/ragas_examples/text2sql/validate_sql_dataset.py:44

repo/examples/ragas_examples/text2sql/validate_sql_dataset.py:272

repo/examples/ragas_examples/text2sql/validate_sql_dataset.py:276

repo/examples/ragas_examples/workflow_eval/workflow.py:526

low pii_flow — PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime. 12 locations

repo/examples/ragas_examples/agent_evals/agent.py:409

repo/examples/ragas_examples/improve_rag/evals.py:221

repo/examples/ragas_examples/improve_rag/rag.py:251

repo/examples/ragas_examples/improve_rag/rag.py:252

repo/examples/ragas_examples/improve_rag/rag.py:260

repo/examples/ragas_examples/improve_rag/rag.py:261

repo/examples/ragas_examples/judge_alignment/evals.py:189

repo/examples/ragas_examples/judge_alignment/evals.py:216

repo/examples/ragas_examples/rag_eval/rag.py:480

repo/examples/ragas_examples/rag_eval/rag.py:481

repo/examples/ragas_examples/text2sql/text2sql_agent.py:128

repo/examples/ragas_examples/workflow_eval/workflow.py:666

low egress test-only Excluded from app score #a5be9ff085366b92 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.

repo/examples/ragas_examples/improve_rag/rag.py:94

            urllib.request.urlopen(uri, 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.

</> Dependencies

mlflow

python dependency

medium telemetry dependency Excluded from app score #081fe478a107bc90 capability detected · no 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 #932c75d83ac8408f capability detected · no 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 #49e6a46e849cb7b1 capability detected · no 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 #09801c132aadc55a capability detected · no 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 #e3a5b6cbc04f5213 capability detected · no 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 #96a879a9b7e749a8 — 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-_b852lys/pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:171 → /tmp/closeopen-_b852lys/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 #98ee4edbb7da41d8 — 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-_b852lys/pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:198 → /tmp/closeopen-_b852lys/pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:203

                headers=request_header,

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 #3ba7cd63cc53ca87 capability detected · no 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 #5633be8e5d1ae29d capability detected · no 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 #222bb199c774ff02 capability detected · no 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 #e60151ff32653cf3 capability detected · no 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 #38093282beabe9e5 capability detected · no 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 #69fe48a2309d5e34 capability detected · no 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 #7f0acff564161ff4 capability detected · no 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 #e867b35c0ce5d1ae capability detected · no 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 #8963087741cc660c capability detected · no 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 #7f6a359dfed0fdd7 capability detected · no 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 #f335eb0991afd8e6 capability detected · no 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 #24968bb2376b336a capability detected · no 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 #1d1b6ae2b92209ec capability detected · no 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 #ddb872ecb757817e capability detected · no 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 #c9f05c4f4d72b8b0 capability detected · no 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 #a7f7af3c7990dc76 capability detected · no 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 #486aeee5a32eca0d capability detected · no 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 #eeeb9c9d084b4e20 capability detected · no 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 #a971e1ff136990b5 capability detected · no 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 #7de5e5cbaa341a25 capability detected · no 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 #98d82560669428da capability detected · no 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 #d524dec1b69f2dd0 capability detected · no 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 #6925e56a87b2b492 capability detected · no 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 #8fbfd107dfc141ee capability detected · no 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 #99dcd8d4a8f7cb7f capability detected · no 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 #cedc566ce3edf37b capability detected · no 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 #3925eb1b3369c2ee capability detected · no 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 #81fdd68cf3e55ae1 capability detected · no 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 #92aa8d44f9352357 capability detected · no 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 #5c41b0a48d75b012 capability detected · no 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 #ac902ede117c9c56 capability detected · no 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 #6f90dfb958ac38f4 capability detected · no 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 #c970362ac532c7ee capability detected · no 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 #d3300e527f98d104 capability detected · no 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 #052510842507b569 capability detected · no 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 #def38ceed2b2aece capability detected · no 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 #7560059f265d8a09 capability detected · no 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 #f91e048c6969500b capability detected · no 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 #f92f0d2f2e70907c capability detected · no 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 #efd764586949381f capability detected · no 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 #8a66afb082367608 capability detected · no 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 #68b22b985fe7dcde capability detected · no 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 #28b96b3b36adba92 capability detected · no 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 #6160e685f42dcaa0 capability detected · no 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 #17bbea988da5e107 capability detected · no 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 #9e5685a3528c1be3 capability detected · no 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 #f0917e8d00029c93 capability detected · no 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 #dd3ff53216a546ab capability detected · no 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 #3b380c64a4a92dd4 capability detected · no 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 #6e526e75e99ee0e0 capability detected · no 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 #7165ee0c30d98a39 capability detected · no 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 #a885a40eeec06b31 capability detected · no 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 #96309e7a3d649fa5 capability detected · no 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 #057c9d706a8a1844 capability detected · no 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 #741f9a4538053f8e capability detected · no 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 #6ce0191d226ba8d3 capability detected · no 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 #0f775f465af4ddba capability detected · no 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 #ab838cc83da5fb50 capability detected · no 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 #0029172c4a7d4fc0 capability detected · no 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 #1f290d7ae703891d capability detected · no 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 #a444dd5ce5009fec capability detected · no 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 #25b48ef0fc789fea capability detected · no 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 #e389af483949aabe capability detected · no 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 #e9a5a45a912c44bf capability detected · no 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 #37c32def24bd1b3c capability detected · no 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 #128822567b06cbd4 capability detected · no 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 #f49ca3915c22a5af capability detected · no 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 #af9a10ec23512b02 capability detected · no 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 #a289ee9de75de4f8 capability detected · no 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 #2b3154bc9b479c45 capability detected · no 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 #a3eb0fcde86de851 capability detected · no 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 #5ca6a8f9b6ceb8e7 capability detected · no 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 #898e1199c7d56754 capability detected · no 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 #2da81b4d26f188ca capability detected · no 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 #43edfed9c55ffff3 capability detected · no 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 #f34f93e968f795b9 capability detected · no 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 #07c676cbdd17d072 capability detected · no 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 #8548de85f1df984a capability detected · no 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 #652a93ddb650aefb capability detected · no 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 #e969b879d6c32a95 capability detected · no 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 #df35647b2dbc6602 capability detected · no 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 #c6f248eabef93a30 capability detected · no 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 #14c5d60d1e3ba804 capability detected · no 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 #6fbed7d18a41cb2b capability detected · no 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 #e3344153eb445c3b capability detected · no 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 #d594dd36092b201b capability detected · no 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 #fedecb387b2637d3 capability detected · no 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 #acfe0079fef346c4 capability detected · no 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 #638b7d82b78a4af5 capability detected · no 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 #6cda4e754da75ba1 capability detected · no 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 #d6644ce86bf94a41 capability detected · no 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 #4fe36bf159f8e724 capability detected · no 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 #c41f4d3eefbda1c1 capability detected · no 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 #9ac70530222bc780 capability detected · no 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 #0a5936950fe4a919 capability detected · no 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 #40f1b6614746d5bb capability detected · no 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 #29d4b4b77a8c7999 capability detected · no 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 #401eec773964a52b capability detected · no 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 #faf71083f79c7a9b capability detected · no 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 #02e1cbcd41ef293a capability detected · no 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 #4e10eadd5743b862 capability detected · no 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 #ca9bb3b5bbf834f8 capability detected · no 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 #639579dd3a63222a capability detected · no 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 #0bc06bcd9f4b7738 capability detected · no 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 #f6bef27beed0fb24 capability detected · no 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 #705de0cb23d09756 capability detected · no 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 #499f34d1525ffc0c capability detected · no 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 #e99e7723551f8e53 capability detected · no 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

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pkgs/python/[email protected]/mlflow/cli/__init__.py:623

pkgs/python/[email protected]/mlflow/cli/__init__.py:626

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pkgs/python/[email protected]/mlflow/cli/crypto.py:97

pkgs/python/[email protected]/mlflow/cli/crypto.py:108

pkgs/python/[email protected]/mlflow/cli/demo.py:49

pkgs/python/[email protected]/mlflow/cli/demo.py:254

pkgs/python/[email protected]/mlflow/cli/traces.py:303

pkgs/python/[email protected]/mlflow/demo/generators/evaluation.py:36

pkgs/python/[email protected]/mlflow/demo/generators/evaluation.py:37

pkgs/python/[email protected]/mlflow/demo/generators/evaluation.py:47

pkgs/python/[email protected]/mlflow/demo/generators/evaluation.py:49

pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:171

pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:198

pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:223

pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:224

pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:225

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pkgs/python/[email protected]/mlflow/deployments/openai/__init__.py:248

pkgs/python/[email protected]/mlflow/environment_variables.py:27

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pkgs/python/[email protected]/mlflow/environment_variables.py:36

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pkgs/python/[email protected]/mlflow/environment_variables.py:78

pkgs/python/[email protected]/mlflow/environment_variables.py:91

pkgs/python/[email protected]/mlflow/gateway/app.py:470

pkgs/python/[email protected]/mlflow/gateway/app.py:471

pkgs/python/[email protected]/mlflow/gateway/config.py:357

pkgs/python/[email protected]/mlflow/gateway/providers/openai.py:314

pkgs/python/[email protected]/mlflow/gateway/runner.py:78

pkgs/python/[email protected]/mlflow/genai/agent_server/server.py:128

pkgs/python/[email protected]/mlflow/genai/agent_server/server.py:129

pkgs/python/[email protected]/mlflow/genai/agent_server/server.py:137

pkgs/python/[email protected]/mlflow/genai/agent_server/server.py:142

pkgs/python/[email protected]/mlflow/genai/agent_server/server.py:248

pkgs/python/[email protected]/mlflow/genai/agent_server/utils.py:31

pkgs/python/[email protected]/mlflow/genai/datasets/__init__.py:56

pkgs/python/[email protected]/mlflow/genai/datasets/__init__.py:57

pkgs/python/[email protected]/mlflow/genai/datasets/__init__.py:63

pkgs/python/[email protected]/mlflow/genai/datasets/__init__.py:65

pkgs/python/[email protected]/mlflow/genai/evaluation/base.py:395

pkgs/python/[email protected]/mlflow/genai/evaluation/base.py:400

pkgs/python/[email protected]/mlflow/genai/evaluation/job.py:37

pkgs/python/[email protected]/mlflow/genai/evaluation/job.py:39

pkgs/python/[email protected]/mlflow/genai/judges/optimizers/dspy_utils.py:169

pkgs/python/[email protected]/mlflow/genai/judges/optimizers/dspy_utils.py:170

pkgs/python/[email protected]/mlflow/genai/scorers/job.py:169

pkgs/python/[email protected]/mlflow/genai/scorers/job.py:171

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:121

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:131

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:132

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:145

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:146

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:169

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pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:482

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:796

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:797

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:803

pkgs/python/[email protected]/mlflow/johnsnowlabs/__init__.py:806

pkgs/python/[email protected]/mlflow/langchain/model.py:698

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:58

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:267

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:268

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:269

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:270

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:271

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pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:273

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pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:360

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:367

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:368

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:369

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:371

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:374

pkgs/python/[email protected]/mlflow/legacy_databricks_cli/configure/provider.py:375

pkgs/python/[email protected]/mlflow/mcp/server.py:24

pkgs/python/[email protected]/mlflow/metrics/__init__.py:65

pkgs/python/[email protected]/mlflow/metrics/__init__.py:66

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:349

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:354

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:356

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:357

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:362

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:368

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:370

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:371

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:379

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:386

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:388

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:391

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:393

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:398

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:399

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:400

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:401

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:418

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:424

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:430

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:463

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:470

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:477

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:484

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:490

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:497

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:498

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:499

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:500

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:509

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:510

pkgs/python/[email protected]/mlflow/metrics/genai/model_utils.py:511

pkgs/python/[email protected]/mlflow/models/container/__init__.py:169

pkgs/python/[email protected]/mlflow/models/container/__init__.py:209

pkgs/python/[email protected]/mlflow/models/docker_utils.py:139

pkgs/python/[email protected]/mlflow/models/docker_utils.py:140

pkgs/python/[email protected]/mlflow/models/wheeled_model.py:253

pkgs/python/[email protected]/mlflow/openai/model.py:153

pkgs/python/[email protected]/mlflow/openai/model.py:154

pkgs/python/[email protected]/mlflow/openai/model.py:155

pkgs/python/[email protected]/mlflow/openai/model.py:158

pkgs/python/[email protected]/mlflow/openai/model.py:159

pkgs/python/[email protected]/mlflow/projects/_project_spec.py:232

pkgs/python/[email protected]/mlflow/projects/backend/local.py:249

pkgs/python/[email protected]/mlflow/projects/backend/local.py:274

pkgs/python/[email protected]/mlflow/projects/backend/local.py:328

pkgs/python/[email protected]/mlflow/projects/backend/local.py:360

pkgs/python/[email protected]/mlflow/projects/backend/local.py:369

pkgs/python/[email protected]/mlflow/projects/backend/local.py:370

pkgs/python/[email protected]/mlflow/projects/backend/local.py:371

pkgs/python/[email protected]/mlflow/projects/backend/local.py:372

pkgs/python/[email protected]/mlflow/projects/backend/local.py:380

pkgs/python/[email protected]/mlflow/projects/backend/local.py:381

pkgs/python/[email protected]/mlflow/projects/backend/local.py:391

pkgs/python/[email protected]/mlflow/projects/backend/local.py:392

pkgs/python/[email protected]/mlflow/projects/kubernetes.py:39

pkgs/python/[email protected]/mlflow/projects/kubernetes.py:40

pkgs/python/[email protected]/mlflow/pyfunc/__init__.py:1291

pkgs/python/[email protected]/mlflow/pyfunc/__init__.py:2228

pkgs/python/[email protected]/mlflow/pyfunc/__init__.py:2394

pkgs/python/[email protected]/mlflow/pyfunc/backend.py:109

pkgs/python/[email protected]/mlflow/pyfunc/backend.py:342

pkgs/python/[email protected]/mlflow/pyfunc/dbconnect_artifact_cache.py:115

pkgs/python/[email protected]/mlflow/pyfunc/scoring_server/__init__.py:101

pkgs/python/[email protected]/mlflow/pyfunc/scoring_server/__init__.py:444

pkgs/python/[email protected]/mlflow/pyfunc/scoring_server/__init__.py:575

pkgs/python/[email protected]/mlflow/pyfunc/scoring_server/app.py:6

pkgs/python/[email protected]/mlflow/pyfunc/utils/environment.py:20

pkgs/python/[email protected]/mlflow/pyfunc/utils/environment.py:22

pkgs/python/[email protected]/mlflow/pytest/decorator.py:42

pkgs/python/[email protected]/mlflow/pytorch/_lightning_autolog.py:303

pkgs/python/[email protected]/mlflow/pytorch/_lightning_autolog.py:645

pkgs/python/[email protected]/mlflow/rfunc/backend.py:120

pkgs/python/[email protected]/mlflow/sagemaker/__init__.py:1355

pkgs/python/[email protected]/mlflow/sagemaker/__init__.py:1356

pkgs/python/[email protected]/mlflow/sagemaker/__init__.py:1358

pkgs/python/[email protected]/mlflow/sagemaker/__init__.py:1359

pkgs/python/[email protected]/mlflow/sagemaker/__init__.py:1361

pkgs/python/[email protected]/mlflow/sagemaker/__init__.py:1362

pkgs/python/[email protected]/mlflow/server/__init__.py:75

pkgs/python/[email protected]/mlflow/server/__init__.py:76

pkgs/python/[email protected]/mlflow/server/__init__.py:90

pkgs/python/[email protected]/mlflow/server/__init__.py:93

pkgs/python/[email protected]/mlflow/server/handlers.py:446

pkgs/python/[email protected]/mlflow/server/handlers.py:483

pkgs/python/[email protected]/mlflow/server/handlers.py:516

pkgs/python/[email protected]/mlflow/server/handlers.py:550

pkgs/python/[email protected]/mlflow/server/handlers.py:571

pkgs/python/[email protected]/mlflow/server/handlers.py:667

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: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:149

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: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 #09c673cf7aea49d3 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.

langfuse

python dependency

medium telemetry dependency Excluded from app score #a5f830cb562237e2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/client.py:32

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 #4522405da09636b2 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/client.py:33

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 #a045686aa57f232e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/client.py:34

from opentelemetry.sdk.trace import ReadableSpan, 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 #b6537fac0fe05c50 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/client.py:35

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 #65243b258e1f22f1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/client.py:36

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 #697cc51f327cf546 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/client.py:37

from opentelemetry.util._decorator import (
    _AgnosticContextManager,
    _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 #b3830f9337828680 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/observe.py:22

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 #f535d3d46071f64f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/propagation.py:23

from opentelemetry import (
    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 #31ca42bdf771eba1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/propagation.py:26

from opentelemetry import (
    baggage as otel_baggage_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 #25b1b85822586eb3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/propagation.py:29

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 #d49180d91268e7d4 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/propagation.py:32

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 #f8b656e1cd6e3102 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/propagation.py:35

from opentelemetry.context import _RUNTIME_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 #ba286d317a477c07 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/propagation.py:36

from opentelemetry.util._decorator import (
    _AgnosticContextManager,
    _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 #f72c92355ef83089 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:27

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 #1a694eb6816b7789 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:28

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 #8695543ac713312e capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:29

from opentelemetry.sdk.trace import ReadableSpan, 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 #a173d5660f7e8f71 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:30

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 #5e8fdf206b908672 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:31

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 #81c85aace914d6a1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:32

from opentelemetry.sdk.trace.sampling import Decision, 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 #949d31702570d4a6 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:33

from opentelemetry.trace import Tracer

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

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #dbb3bd722da3b5f3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span.py:30

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 #16cc87abdc723c46 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span.py:31

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 #5a7d6476a09fd19c capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span.py:32

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 #0feca2ca5c54db72 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_exporter.py:7

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 #079211283df072a5 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/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 #39c6df60d48858d7 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/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 #3c3fbd130fe57ccb capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_exporter.py:10

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 #844a55f1c0892764 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_exporter.py:11

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 #78f00c7782f16ae3 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_exporter.py:12

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 #c866c730e171747a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_filter.py:7

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 #a6b6c8ea69767a6a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_processor.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 #9aec168e6dd8005d capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_processor.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 #6774bebfa96f7728 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_processor.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 #45ea5331e2bf3e8a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_processor.py:22

from opentelemetry.sdk.trace import ReadableSpan, 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 #f3ee88c6b796fd0b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_processor.py:23

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 #81e12ca0a285b0ad capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/span_processor.py:24

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 #9cabbd160f62959a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/utils.py:14

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 #e17f8c3f88800e94 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/utils.py:15

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 #db2cb701a56959bf capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/_client/utils.py:16

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 #a70d501f52050f21 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/langchain/CallbackHandler.py:19

from opentelemetry import context, 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 #c626830c7614f59a capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/langchain/CallbackHandler.py:20

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 #27f8888defb0a5f1 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/langfuse/types.py:33

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.

expand_more 62 low-confidence finding(s)

low env_fs — Environment-variable access. 31 locations

pkgs/python/[email protected]/langfuse/_client/client.py:341

pkgs/python/[email protected]/langfuse/_client/client.py:343

pkgs/python/[email protected]/langfuse/_client/client.py:346

pkgs/python/[email protected]/langfuse/_client/client.py:350

pkgs/python/[email protected]/langfuse/_client/client.py:354

pkgs/python/[email protected]/langfuse/_client/client.py:360

pkgs/python/[email protected]/langfuse/_client/client.py:364

pkgs/python/[email protected]/langfuse/_client/client.py:372

pkgs/python/[email protected]/langfuse/_client/client.py:380

pkgs/python/[email protected]/langfuse/_client/client.py:389

pkgs/python/[email protected]/langfuse/_client/client.py:398

pkgs/python/[email protected]/langfuse/_client/observe.py:191

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:231

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:236

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:434

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:435

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:631

pkgs/python/[email protected]/langfuse/_client/resource_manager.py:632

pkgs/python/[email protected]/langfuse/_client/span_processor.py:93

pkgs/python/[email protected]/langfuse/_client/span_processor.py:97

pkgs/python/[email protected]/langfuse/_client/span_processor.py:117

pkgs/python/[email protected]/langfuse/_task_manager/media_manager.py:45

pkgs/python/[email protected]/langfuse/_task_manager/score_ingestion_consumer.py:18

pkgs/python/[email protected]/langfuse/_task_manager/score_ingestion_consumer.py:19

pkgs/python/[email protected]/langfuse/_utils/environment.py:32

pkgs/python/[email protected]/langfuse/_utils/environment.py:33

pkgs/python/[email protected]/langfuse/_utils/prompt_cache.py:17

pkgs/python/[email protected]/langfuse/openai.py:1213

low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 30 locations

pkgs/python/[email protected]/langfuse/_task_manager/media_manager.py:382

pkgs/python/[email protected]/langfuse/_utils/request.py:63

pkgs/python/[email protected]/langfuse/api/dataset_items/client.py:138

pkgs/python/[email protected]/langfuse/api/dataset_items/client.py:380

pkgs/python/[email protected]/langfuse/api/datasets/client.py:113

pkgs/python/[email protected]/langfuse/api/datasets/client.py:427

pkgs/python/[email protected]/langfuse/api/legacy/observations_v1/client.py:66

pkgs/python/[email protected]/langfuse/api/legacy/observations_v1/client.py:322

pkgs/python/[email protected]/langfuse/api/media/client.py:66

pkgs/python/[email protected]/langfuse/api/media/client.py:277

pkgs/python/[email protected]/langfuse/api/models/client.py:216

pkgs/python/[email protected]/langfuse/api/models/client.py:478

pkgs/python/[email protected]/langfuse/api/prompts/client.py:82

pkgs/python/[email protected]/langfuse/api/prompts/client.py:342

pkgs/python/[email protected]/langfuse/api/sessions/client.py:136

pkgs/python/[email protected]/langfuse/api/sessions/client.py:279

pkgs/python/[email protected]/langfuse/api/trace/client.py:73

pkgs/python/[email protected]/langfuse/api/trace/client.py:431

pkgs/python/[email protected]/langfuse/api/unstable/dashboard_widgets/client.py:233

pkgs/python/[email protected]/langfuse/api/unstable/dashboard_widgets/client.py:593

pkgs/python/[email protected]/langfuse/api/unstable/dashboards/client.py:171

pkgs/python/[email protected]/langfuse/api/unstable/dashboards/client.py:620

pkgs/python/[email protected]/langfuse/api/unstable/evaluation_rules/client.py:237

pkgs/python/[email protected]/langfuse/api/unstable/evaluation_rules/client.py:632

pkgs/python/[email protected]/langfuse/api/unstable/evaluators/client.py:212

pkgs/python/[email protected]/langfuse/api/unstable/evaluators/client.py:483

pkgs/python/[email protected]/langfuse/media.py:69

pkgs/python/[email protected]/langfuse/media.py:71

pkgs/python/[email protected]/langfuse/media.py:378

pkgs/python/[email protected]/langfuse/media.py:383

low env_fs dependency Excluded from app score #0d8304d7fd498b19 capability detected · no path traced — Filesystem access.

pkgs/python/[email protected]/langfuse/media.py:178

            with open(file_path, "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.

r2r

python dependency

medium pii_flow dependency Excluded from app score #7fe51fdb4db38d9d — 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]/core/main/app_entry.py:104 · flow /tmp/closeopen-_b852lys/pkgs/python/[email protected]/core/main/app_entry.py:105 → /tmp/closeopen-_b852lys/pkgs/python/[email protected]/core/main/app_entry.py:104

logging.info(
    f"Environment R2R_POSTGRES_PASSWORD: {os.getenv('R2R_POSTGRES_PASSWORD')}"
)

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 #21d61fb8ba5b1b2c — 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]/core/providers/auth/clerk.py:100 · flow /tmp/closeopen-_b852lys/pkgs/python/[email protected]/core/providers/auth/clerk.py:65 → /tmp/closeopen-_b852lys/pkgs/python/[email protected]/core/providers/auth/clerk.py:100

                logger.debug(f"Creating new user: {payload.get('email')}")

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 #4fe64730cb7869e8 — 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]/core/providers/auth/jwt.py:87 · flow /tmp/closeopen-_b852lys/pkgs/python/[email protected]/core/providers/auth/jwt.py:65 → /tmp/closeopen-_b852lys/pkgs/python/[email protected]/core/providers/auth/jwt.py:87

                logger.debug(f"Creating new user: {user.get('email')}")

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 telemetry dependency Excluded from app score #6e5881d93af2c889 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/core/utils/sentry.py:4

import sentry_sdk

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

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ef3fab91732de609 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/core/utils/sentry.py:13

        sentry_sdk.init(
            dsn=dsn,
            environment=os.getenv("R2R_SENTRY_ENVIRONMENT", "not_set"),
            traces_sample_rate=float(
                os.getenv("R2R_SENTRY_TRACES_SAMPLE_RATE", 1.0)
            ),
            profiles_sample_rate=float(
                os.getenv("R2R_SENTRY_PROFILES_SAMPLE_RATE", 1.0)
            ),
        )

A telemetry/analytics SDK 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 156 low-confidence finding(s)

low env_fs — Environment-variable access. 115 locations

pkgs/python/[email protected]/core/base/agent/tools/built_in/tavily_extract.py:59

pkgs/python/[email protected]/core/base/agent/tools/built_in/tavily_search.py:70

pkgs/python/[email protected]/core/base/agent/tools/registry.py:30

pkgs/python/[email protected]/core/base/providers/email.py:37

pkgs/python/[email protected]/core/base/providers/email.py:46

pkgs/python/[email protected]/core/base/providers/file.py:43

pkgs/python/[email protected]/core/main/api/v3/users_router.py:46

pkgs/python/[email protected]/core/main/api/v3/users_router.py:47

pkgs/python/[email protected]/core/main/api/v3/users_router.py:48

pkgs/python/[email protected]/core/main/api/v3/users_router.py:50

pkgs/python/[email protected]/core/main/api/v3/users_router.py:51

pkgs/python/[email protected]/core/main/api/v3/users_router.py:52

pkgs/python/[email protected]/core/main/app_entry.py:59

pkgs/python/[email protected]/core/main/app_entry.py:70

pkgs/python/[email protected]/core/main/app_entry.py:71

pkgs/python/[email protected]/core/main/app_entry.py:75

pkgs/python/[email protected]/core/main/app_entry.py:76

pkgs/python/[email protected]/core/main/app_entry.py:81

pkgs/python/[email protected]/core/main/app_entry.py:85

pkgs/python/[email protected]/core/main/app_entry.py:93

pkgs/python/[email protected]/core/main/app_entry.py:96

pkgs/python/[email protected]/core/main/app_entry.py:99

pkgs/python/[email protected]/core/main/app_entry.py:102

pkgs/python/[email protected]/core/main/app_entry.py:105

pkgs/python/[email protected]/core/main/assembly/builder.py:50

pkgs/python/[email protected]/core/main/assembly/factory.py:262

pkgs/python/[email protected]/core/main/config.py:214

pkgs/python/[email protected]/core/main/config.py:217

pkgs/python/[email protected]/core/main/services/management_service.py:49

pkgs/python/[email protected]/core/providers/auth/clerk.py:65

pkgs/python/[email protected]/core/providers/auth/jwt.py:65

pkgs/python/[email protected]/core/providers/auth/r2r_auth.py:62

pkgs/python/[email protected]/core/providers/auth/r2r_auth.py:67

pkgs/python/[email protected]/core/providers/auth/supabase.py:43

pkgs/python/[email protected]/core/providers/auth/supabase.py:46

pkgs/python/[email protected]/core/providers/auth/supabase.py:255

pkgs/python/[email protected]/core/providers/crypto/bcrypt.py:65

pkgs/python/[email protected]/core/providers/crypto/nacl.py:60

pkgs/python/[email protected]/core/providers/database/graphs.py:2424

pkgs/python/[email protected]/core/providers/database/postgres.py:92

pkgs/python/[email protected]/core/providers/database/postgres.py:104

pkgs/python/[email protected]/core/providers/database/postgres.py:285

pkgs/python/[email protected]/core/providers/email/mailersend.py:17

pkgs/python/[email protected]/core/providers/email/mailersend.py:23

pkgs/python/[email protected]/core/providers/email/mailersend.py:27

pkgs/python/[email protected]/core/providers/email/mailersend.py:35

pkgs/python/[email protected]/core/providers/email/mailersend.py:39

pkgs/python/[email protected]/core/providers/email/mailersend.py:43

pkgs/python/[email protected]/core/providers/email/sendgrid.py:18

pkgs/python/[email protected]/core/providers/email/sendgrid.py:22

pkgs/python/[email protected]/core/providers/email/sendgrid.py:26

pkgs/python/[email protected]/core/providers/email/sendgrid.py:34

pkgs/python/[email protected]/core/providers/email/sendgrid.py:38

pkgs/python/[email protected]/core/providers/email/sendgrid.py:42

pkgs/python/[email protected]/core/providers/email/smtp.py:20

pkgs/python/[email protected]/core/providers/email/smtp.py:24

pkgs/python/[email protected]/core/providers/email/smtp.py:28

pkgs/python/[email protected]/core/providers/email/smtp.py:34

pkgs/python/[email protected]/core/providers/email/smtp.py:42

pkgs/python/[email protected]/core/providers/embeddings/litellm.py:54

pkgs/python/[email protected]/core/providers/embeddings/ollama.py:36

pkgs/python/[email protected]/core/providers/embeddings/openai.py:44

pkgs/python/[email protected]/core/providers/file/s3.py:23

pkgs/python/[email protected]/core/providers/file/s3.py:26

pkgs/python/[email protected]/core/providers/file/s3.py:29

pkgs/python/[email protected]/core/providers/file/s3.py:32

pkgs/python/[email protected]/core/providers/file/s3.py:33

pkgs/python/[email protected]/core/providers/ingestion/unstructured/base.py:146

pkgs/python/[email protected]/core/providers/ingestion/unstructured/base.py:152

pkgs/python/[email protected]/core/providers/ingestion/unstructured/base.py:166

pkgs/python/[email protected]/core/providers/llm/anthropic.py:612

pkgs/python/[email protected]/core/providers/llm/anthropic.py:639

pkgs/python/[email protected]/core/providers/llm/azure_foundry.py:28

pkgs/python/[email protected]/core/providers/llm/azure_foundry.py:29

pkgs/python/[email protected]/core/providers/llm/azure_foundry.py:35

pkgs/python/[email protected]/core/providers/llm/azure_foundry.py:42

pkgs/python/[email protected]/core/providers/llm/openai.py:33

pkgs/python/[email protected]/core/providers/llm/openai.py:39

pkgs/python/[email protected]/core/providers/llm/openai.py:40

pkgs/python/[email protected]/core/providers/llm/openai.py:44

pkgs/python/[email protected]/core/providers/llm/openai.py:51

pkgs/python/[email protected]/core/providers/llm/openai.py:59

pkgs/python/[email protected]/core/providers/llm/openai.py:60

pkgs/python/[email protected]/core/providers/llm/openai.py:75

pkgs/python/[email protected]/core/providers/llm/openai.py:80

pkgs/python/[email protected]/core/providers/llm/openai.py:84

pkgs/python/[email protected]/core/providers/llm/openai.py:90

pkgs/python/[email protected]/core/providers/llm/openai.py:95

pkgs/python/[email protected]/core/providers/llm/openai.py:99

pkgs/python/[email protected]/core/providers/llm/openai.py:106

pkgs/python/[email protected]/core/providers/llm/openai.py:107

pkgs/python/[email protected]/core/providers/llm/openai.py:120

pkgs/python/[email protected]/core/providers/llm/openai.py:127

pkgs/python/[email protected]/core/providers/ocr/mistral.py:22

pkgs/python/[email protected]/core/utils/logging_config.py:73

pkgs/python/[email protected]/core/utils/logging_config.py:74

pkgs/python/[email protected]/core/utils/logging_config.py:77

pkgs/python/[email protected]/core/utils/sentry.py:8

pkgs/python/[email protected]/core/utils/sentry.py:15

pkgs/python/[email protected]/core/utils/sentry.py:17

pkgs/python/[email protected]/core/utils/sentry.py:20

pkgs/python/[email protected]/core/utils/serper.py:37

pkgs/python/[email protected]/r2r/serve.py:32

pkgs/python/[email protected]/r2r/serve.py:33

pkgs/python/[email protected]/r2r/serve.py:73

pkgs/python/[email protected]/r2r/serve.py:75

pkgs/python/[email protected]/r2r/serve.py:77

pkgs/python/[email protected]/r2r/serve.py:79

pkgs/python/[email protected]/r2r/serve.py:82

pkgs/python/[email protected]/r2r/serve.py:83

pkgs/python/[email protected]/sdk/base/base_client.py:12

pkgs/python/[email protected]/sdk/base/base_client.py:19

low env_fs — Filesystem access. 18 locations

pkgs/python/[email protected]/core/examples/hello_r2r.py:5

pkgs/python/[email protected]/core/main/config.py:157

pkgs/python/[email protected]/core/main/config.py:174

pkgs/python/[email protected]/core/parsers/media/audio_parser.py:58

pkgs/python/[email protected]/core/parsers/structured/csv_parser.py:68

pkgs/python/[email protected]/core/providers/database/prompts_handler.py:349

pkgs/python/[email protected]/core/providers/ocr/mistral.py:74

pkgs/python/[email protected]/core/providers/ocr/mistral.py:169

pkgs/python/[email protected]/sdk/asnyc_methods/documents.py:112

pkgs/python/[email protected]/sdk/asnyc_methods/documents.py:156

pkgs/python/[email protected]/sdk/sync_methods/conversations.py:240

pkgs/python/[email protected]/sdk/sync_methods/conversations.py:291

pkgs/python/[email protected]/sdk/sync_methods/documents.py:111

pkgs/python/[email protected]/sdk/sync_methods/documents.py:155

pkgs/python/[email protected]/sdk/sync_methods/documents.py:319

pkgs/python/[email protected]/sdk/sync_methods/documents.py:354

pkgs/python/[email protected]/sdk/sync_methods/documents.py:406

pkgs/python/[email protected]/sdk/sync_methods/documents.py:458

low egress — Hardcoded external endpoint. Review what data is sent to this destination. 3 locations

pkgs/python/[email protected]/core/main/api/v3/users_router.py:1608

pkgs/python/[email protected]/core/main/api/v3/users_router.py:1676

pkgs/python/[email protected]/core/main/api/v3/users_router.py:1696

low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 20 locations

pkgs/python/[email protected]/core/providers/database/graphs.py:2433

pkgs/python/[email protected]/core/providers/embeddings/litellm.py:229

pkgs/python/[email protected]/core/providers/embeddings/litellm.py:290

pkgs/python/[email protected]/core/providers/ingestion/unstructured/base.py:386

pkgs/python/[email protected]/core/utils/serper.py:76

pkgs/python/[email protected]/sdk/asnyc_methods/conversations.py:244

pkgs/python/[email protected]/sdk/asnyc_methods/conversations.py:295

pkgs/python/[email protected]/sdk/asnyc_methods/documents.py:149

pkgs/python/[email protected]/sdk/asnyc_methods/documents.py:358

pkgs/python/[email protected]/sdk/asnyc_methods/documents.py:410

pkgs/python/[email protected]/sdk/asnyc_methods/documents.py:462

pkgs/python/[email protected]/sdk/async_client.py:54

pkgs/python/[email protected]/sdk/sync_client.py:51

pkgs/python/[email protected]/sdk/sync_methods/conversations.py:241

pkgs/python/[email protected]/sdk/sync_methods/conversations.py:292

pkgs/python/[email protected]/sdk/sync_methods/documents.py:148

pkgs/python/[email protected]/sdk/sync_methods/documents.py:355

pkgs/python/[email protected]/sdk/sync_methods/documents.py:407

pkgs/python/[email protected]/sdk/sync_methods/documents.py:459

pkgs/python/[email protected]/shared/utils/splitter/text.py:938

haystack-ai

python dependency

medium telemetry dependency Excluded from app score #737973c6cc6b93c9 capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/haystack/telemetry/_telemetry.py:15

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 dependency Excluded from app score #51d0657926edfc6f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/haystack/telemetry/_telemetry.py:111

            posthog.capture(
                distinct_id=self.user_id, event=event_name, properties={**self.event_properties, **event_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.

expand_more 52 low-confidence finding(s)

low env_fs — Environment-variable access. 30 locations

pkgs/python/[email protected]/haystack/components/embedders/azure_document_embedder.py:119

pkgs/python/[email protected]/haystack/components/embedders/azure_document_embedder.py:151

pkgs/python/[email protected]/haystack/components/embedders/azure_document_embedder.py:153

pkgs/python/[email protected]/haystack/components/embedders/azure_text_embedder.py:105

pkgs/python/[email protected]/haystack/components/embedders/azure_text_embedder.py:132

pkgs/python/[email protected]/haystack/components/embedders/azure_text_embedder.py:134

pkgs/python/[email protected]/haystack/components/embedders/openai_document_embedder.py:129

pkgs/python/[email protected]/haystack/components/embedders/openai_document_embedder.py:131

pkgs/python/[email protected]/haystack/components/embedders/openai_text_embedder.py:104

pkgs/python/[email protected]/haystack/components/embedders/openai_text_embedder.py:106

pkgs/python/[email protected]/haystack/components/generators/chat/azure.py:203

pkgs/python/[email protected]/haystack/components/generators/chat/azure.py:240

pkgs/python/[email protected]/haystack/components/generators/chat/azure.py:242

pkgs/python/[email protected]/haystack/components/generators/chat/azure_responses.py:165

pkgs/python/[email protected]/haystack/components/generators/chat/openai.py:217

pkgs/python/[email protected]/haystack/components/generators/chat/openai.py:219

pkgs/python/[email protected]/haystack/components/generators/chat/openai_responses.py:216

pkgs/python/[email protected]/haystack/components/generators/chat/openai_responses.py:218

pkgs/python/[email protected]/haystack/components/generators/openai_image_generator.py:91

pkgs/python/[email protected]/haystack/components/generators/openai_image_generator.py:93

pkgs/python/[email protected]/haystack/core/pipeline/breakpoint.py:40

pkgs/python/[email protected]/haystack/core/serialization_security.py:133

pkgs/python/[email protected]/haystack/logging.py:362

pkgs/python/[email protected]/haystack/logging.py:371

pkgs/python/[email protected]/haystack/telemetry/_telemetry.py:192

pkgs/python/[email protected]/haystack/testing/test_utils.py:24

pkgs/python/[email protected]/haystack/tracing/tracer.py:118

pkgs/python/[email protected]/haystack/utils/auth.py:209

pkgs/python/[email protected]/haystack/utils/device.py:503

pkgs/python/[email protected]/haystack/utils/device.py:510

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]/haystack/components/fetchers/link_content.py:176

pkgs/python/[email protected]/haystack/components/fetchers/link_content.py:431

pkgs/python/[email protected]/haystack/core/pipeline/draw.py:312

low env_fs — Filesystem access. 19 locations

pkgs/python/[email protected]/haystack/components/preprocessors/sentence_tokenizer.py:237

pkgs/python/[email protected]/haystack/core/pipeline/breakpoint.py:114

pkgs/python/[email protected]/haystack/core/pipeline/breakpoint.py:201

pkgs/python/[email protected]/haystack/dataclasses/byte_stream.py:34

pkgs/python/[email protected]/haystack/dataclasses/byte_stream.py:55

pkgs/python/[email protected]/haystack/dataclasses/file_content.py:132

pkgs/python/[email protected]/haystack/document_stores/in_memory/document_store.py:396

pkgs/python/[email protected]/haystack/document_stores/in_memory/document_store.py:409

pkgs/python/[email protected]/haystack/evaluation/eval_run_result.py:86

pkgs/python/[email protected]/haystack/hooks/tool_result_offloading/stores.py:50

pkgs/python/[email protected]/haystack/hooks/tool_result_offloading/stores.py:60

pkgs/python/[email protected]/haystack/skill_stores/file_system/skill_store.py:112

pkgs/python/[email protected]/haystack/skill_stores/file_system/skill_store.py:176

pkgs/python/[email protected]/haystack/skill_stores/file_system/skill_store.py:227

pkgs/python/[email protected]/haystack/skill_stores/file_system/skill_store.py:230

pkgs/python/[email protected]/haystack/skill_stores/file_system/skill_store.py:233

pkgs/python/[email protected]/haystack/telemetry/_environment.py:17

pkgs/python/[email protected]/haystack/telemetry/_telemetry.py:71

pkgs/python/[email protected]/haystack/telemetry/_telemetry.py:92

rich

python dependency

medium telemetry dependency Excluded from app score #4da275a97ddb252b capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

pkgs/python/[email protected]/rich/progress.py:173

        yield from progress.track(
            sequence,
            total=total,
            completed=completed,
            description=description,
            update_period=update_period,
        )

A telemetry/analytics SDK 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 22 low-confidence finding(s)

low env_fs — Environment-variable access. 4 locations

pkgs/python/[email protected]/rich/_unicode_data/__init__.py:67

pkgs/python/[email protected]/rich/console.py:515

pkgs/python/[email protected]/rich/console.py:617

pkgs/python/[email protected]/rich/diagnose.py:32

low env_fs — Filesystem access. 18 locations

pkgs/python/[email protected]/rich/_win32_console.py:441

pkgs/python/[email protected]/rich/_win32_console.py:612

pkgs/python/[email protected]/rich/_win32_console.py:615

pkgs/python/[email protected]/rich/_win32_console.py:618

pkgs/python/[email protected]/rich/_win32_console.py:623

pkgs/python/[email protected]/rich/_win32_console.py:628

pkgs/python/[email protected]/rich/_win32_console.py:636

pkgs/python/[email protected]/rich/_win32_console.py:646

pkgs/python/[email protected]/rich/_windows_renderer.py:19

pkgs/python/[email protected]/rich/_windows_renderer.py:28

pkgs/python/[email protected]/rich/console.py:2241

pkgs/python/[email protected]/rich/console.py:2349

pkgs/python/[email protected]/rich/console.py:2641

pkgs/python/[email protected]/rich/json.py:134

pkgs/python/[email protected]/rich/markdown.py:777

pkgs/python/[email protected]/rich/progress.py:1373

pkgs/python/[email protected]/rich/syntax.py:360

pkgs/python/[email protected]/rich/theme.py:73

transformers

python dependency

medium pii_flow dependency Excluded from app score #e1c32ff321a8fad7 — 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-_b852lys/pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2512 → /tmp/closeopen-_b852lys/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

pkgs/python/[email protected]/src/transformers/image_processing_base.py:417

pkgs/python/[email protected]/src/transformers/image_processing_base.py:445

pkgs/python/[email protected]/src/transformers/integrations/deepgemm.py:113

pkgs/python/[email protected]/src/transformers/integrations/deepgemm.py:124

pkgs/python/[email protected]/src/transformers/integrations/deepgemm.py:135

pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:664

pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:815

pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:878

pkgs/python/[email protected]/src/transformers/integrations/integration_utils.py:2518

pkgs/python/[email protected]/src/transformers/integrations/peft.py:708

pkgs/python/[email protected]/src/transformers/model_debugging_utils.py:243

pkgs/python/[email protected]/src/transformers/model_debugging_utils.py:266

pkgs/python/[email protected]/src/transformers/modeling_utils.py:323

pkgs/python/[email protected]/src/transformers/modeling_utils.py:356

pkgs/python/[email protected]/src/transformers/modeling_utils.py:3705

pkgs/python/[email protected]/src/transformers/modeling_utils.py:4570

pkgs/python/[email protected]/src/transformers/models/auto/auto_factory.py:311

pkgs/python/[email protected]/src/transformers/models/auto/processing_auto.py:274

pkgs/python/[email protected]/src/transformers/models/auto/tokenization_auto.py:435

pkgs/python/[email protected]/src/transformers/models/auto/tokenization_auto.py:442

pkgs/python/[email protected]/src/transformers/models/auto/tokenization_auto.py:613

pkgs/python/[email protected]/src/transformers/models/bark/processing_bark.py:101

pkgs/python/[email protected]/src/transformers/models/bark/processing_bark.py:161

pkgs/python/[email protected]/src/transformers/models/bartpho/tokenization_bartpho.py:133

pkgs/python/[email protected]/src/transformers/models/bartpho/tokenization_bartpho.py:306

pkgs/python/[email protected]/src/transformers/models/bartpho/tokenization_bartpho.py:315

pkgs/python/[email protected]/src/transformers/models/bert/tokenization_bert.py:33

pkgs/python/[email protected]/src/transformers/models/bert/tokenization_bert_legacy.py:32

pkgs/python/[email protected]/src/transformers/models/bert/tokenization_bert_legacy.py:245

pkgs/python/[email protected]/src/transformers/models/bert_japanese/tokenization_bert_japanese.py:41

pkgs/python/[email protected]/src/transformers/models/bert_japanese/tokenization_bert_japanese.py:278

pkgs/python/[email protected]/src/transformers/models/bert_japanese/tokenization_bert_japanese.py:282

pkgs/python/[email protected]/src/transformers/models/bertweet/tokenization_bertweet.py:142

pkgs/python/[email protected]/src/transformers/models/bertweet/tokenization_bertweet.py:316

pkgs/python/[email protected]/src/transformers/models/bertweet/tokenization_bertweet.py:324

pkgs/python/[email protected]/src/transformers/models/bertweet/tokenization_bertweet.py:338

pkgs/python/[email protected]/src/transformers/models/biogpt/tokenization_biogpt.py:116

pkgs/python/[email protected]/src/transformers/models/biogpt/tokenization_biogpt.py:119

pkgs/python/[email protected]/src/transformers/models/biogpt/tokenization_biogpt.py:293

pkgs/python/[email protected]/src/transformers/models/biogpt/tokenization_biogpt.py:297

pkgs/python/[email protected]/src/transformers/models/blenderbot_small/tokenization_blenderbot_small.py:89

pkgs/python/[email protected]/src/transformers/models/blenderbot_small/tokenization_blenderbot_small.py:92

pkgs/python/[email protected]/src/transformers/models/blenderbot_small/tokenization_blenderbot_small.py:203

pkgs/python/[email protected]/src/transformers/models/blenderbot_small/tokenization_blenderbot_small.py:207

pkgs/python/[email protected]/src/transformers/models/clvp/tokenization_clvp.py:149

pkgs/python/[email protected]/src/transformers/models/clvp/tokenization_clvp.py:155

pkgs/python/[email protected]/src/transformers/models/cpm/tokenization_cpm.py:324

pkgs/python/[email protected]/src/transformers/models/cpmant/tokenization_cpmant.py:37

pkgs/python/[email protected]/src/transformers/models/cpmant/tokenization_cpmant.py:219

pkgs/python/[email protected]/src/transformers/models/ctrl/tokenization_ctrl.py:128

pkgs/python/[email protected]/src/transformers/models/ctrl/tokenization_ctrl.py:131

pkgs/python/[email protected]/src/transformers/models/esm/openfold_utils/residue_constants.py:417

pkgs/python/[email protected]/src/transformers/models/esm/tokenization_esm.py:28

pkgs/python/[email protected]/src/transformers/models/esm/tokenization_esm.py:136

pkgs/python/[email protected]/src/transformers/models/fastspeech2_conformer/tokenization_fastspeech2_conformer.py:65

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low egress dependency Excluded from app score #cb08ff5c727e4a88 capability detected · no path traced — Hardcoded external endpoint. Review what data is sent to this destination.

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typer

python dependency

medium telemetry dependency Excluded from app score #0e21e7ccabc7c18f capability detected · no path traced — Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.

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Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

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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]/scripts/prepare_release.py:139

pkgs/python/[email protected]/scripts/prepare_release.py:140

pkgs/python/[email protected]/scripts/prepare_release.py:145

pkgs/python/[email protected]/scripts/prepare_release.py:148

pkgs/python/[email protected]/scripts/prepare_release.py:171

pkgs/python/[email protected]/scripts/prepare_release.py:199

pkgs/python/[email protected]/scripts/prepare_release.py:202

pkgs/python/[email protected]/typer/_click/_compat.py:319

pkgs/python/[email protected]/typer/_click/_compat.py:321

pkgs/python/[email protected]/typer/_click/_termui_impl.py:363

pkgs/python/[email protected]/typer/_click/_termui_impl.py:493

pkgs/python/[email protected]/typer/_click/core.py:678

pkgs/python/[email protected]/typer/_click/core.py:691

pkgs/python/[email protected]/typer/_click/utils.py:134

pkgs/python/[email protected]/typer/_completion_shared.py:105

pkgs/python/[email protected]/typer/_completion_shared.py:111

pkgs/python/[email protected]/typer/_completion_shared.py:117

pkgs/python/[email protected]/typer/_completion_shared.py:127

pkgs/python/[email protected]/typer/_completion_shared.py:138

pkgs/python/[email protected]/typer/_completion_shared.py:145

pkgs/python/[email protected]/typer/_completion_shared.py:156

pkgs/python/[email protected]/typer/cli.py:310

low env_fs — Environment-variable access. 29 locations

pkgs/python/[email protected]/scripts/docs.py:24

pkgs/python/[email protected]/scripts/docs.py:88

pkgs/python/[email protected]/typer/_click/core.py:1026

pkgs/python/[email protected]/typer/_click/core.py:1032

pkgs/python/[email protected]/typer/_click/utils.py:355

pkgs/python/[email protected]/typer/_click/utils.py:366

pkgs/python/[email protected]/typer/_completion_classes.py:40

pkgs/python/[email protected]/typer/_completion_classes.py:41

pkgs/python/[email protected]/typer/_completion_classes.py:110

pkgs/python/[email protected]/typer/_completion_classes.py:161

pkgs/python/[email protected]/typer/_completion_classes.py:185

pkgs/python/[email protected]/typer/_completion_classes.py:214

pkgs/python/[email protected]/typer/_completion_classes.py:215

pkgs/python/[email protected]/typer/_completion_shared.py:212

pkgs/python/[email protected]/typer/completion.py:19

pkgs/python/[email protected]/typer/completion.py:49

pkgs/python/[email protected]/typer/core.py:26

pkgs/python/[email protected]/typer/core.py:704

pkgs/python/[email protected]/typer/core.py:898

pkgs/python/[email protected]/typer/main.py:67

pkgs/python/[email protected]/typer/main.py:68

pkgs/python/[email protected]/typer/rich_utils.py:72

pkgs/python/[email protected]/typer/rich_utils.py:77

pkgs/python/[email protected]/typer/rich_utils.py:80

pkgs/python/[email protected]/typer/testing.py:247

pkgs/python/[email protected]/typer/testing.py:250

pkgs/python/[email protected]/typer/testing.py:254

pkgs/python/[email protected]/typer/testing.py:260

pkgs/python/[email protected]/typer/testing.py:264

GitPython

python dependency

expand_more 55 low-confidence finding(s)

low env_fs — Filesystem access. 32 locations

pkgs/python/[email protected]/doc/source/conf.py:50

pkgs/python/[email protected]/git/cmd.py:1398

pkgs/python/[email protected]/git/config.py:652

pkgs/python/[email protected]/git/config.py:770

pkgs/python/[email protected]/git/index/base.py:708

pkgs/python/[email protected]/git/index/base.py:1183

pkgs/python/[email protected]/git/index/base.py:1190

pkgs/python/[email protected]/git/objects/submodule/base.py:429

pkgs/python/[email protected]/git/refs/log.py:267

pkgs/python/[email protected]/git/refs/log.py:363

pkgs/python/[email protected]/git/refs/symbolic.py:152

pkgs/python/[email protected]/git/refs/symbolic.py:265

pkgs/python/[email protected]/git/refs/symbolic.py:668

pkgs/python/[email protected]/git/refs/symbolic.py:696

pkgs/python/[email protected]/git/refs/symbolic.py:738

pkgs/python/[email protected]/git/refs/symbolic.py:822

pkgs/python/[email protected]/git/refs/symbolic.py:824

pkgs/python/[email protected]/git/remote.py:918

repo/base.py:287

repo/base.py:352

repo/base.py:413

repo/base.py:419

repo/base.py:968

repo/base.py:991

repo/base.py:1745

repo/fun.py:55

repo/fun.py:93

repo/fun.py:108

pkgs/python/[email protected]/git/util.py:1074

pkgs/python/[email protected]/setup.py:14

pkgs/python/[email protected]/setup.py:49

pkgs/python/[email protected]/setup.py:59

low env_fs — Environment-variable access. 23 locations

pkgs/python/[email protected]/git/cmd.py:668

pkgs/python/[email protected]/git/cmd.py:784

pkgs/python/[email protected]/git/cmd.py:833

pkgs/python/[email protected]/git/cmd.py:1376

pkgs/python/[email protected]/git/config.py:259

pkgs/python/[email protected]/git/index/fun.py:100

pkgs/python/[email protected]/git/objects/commit.py:694

repo/base.py:246

repo/base.py:282

repo/base.py:283

repo/base.py:310

repo/base.py:314

repo/base.py:315

repo/base.py:694

repo/fun.py:69

pkgs/python/[email protected]/git/util.py:122

pkgs/python/[email protected]/git/util.py:201

pkgs/python/[email protected]/git/util.py:202

pkgs/python/[email protected]/git/util.py:207

pkgs/python/[email protected]/git/util.py:209

pkgs/python/[email protected]/git/util.py:338

pkgs/python/[email protected]/git/util.py:374

pkgs/python/[email protected]/git/util.py:884

appdirs

python dependency

expand_more 7 low-confidence finding(s)

low env_fs — Environment-variable access. 6 locations

pkgs/python/[email protected]/appdirs.py:92

pkgs/python/[email protected]/appdirs.py:147

pkgs/python/[email protected]/appdirs.py:198

pkgs/python/[email protected]/appdirs.py:243

pkgs/python/[email protected]/appdirs.py:306

pkgs/python/[email protected]/appdirs.py:348

low env_fs dependency Excluded from app score #36f50d364decc69b capability detected · no path traced — Filesystem access.

pkgs/python/[email protected]/setup.py:18

    inf = open(os.path.join(os.path.dirname(__file__), fname))

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.

datacompy

python dependency

expand_more 1 low-confidence finding(s)

low env_fs dependency Excluded from app score #965e6c5552118474 capability detected · no path traced — Filesystem access.

pkgs/python/[email protected]/datacompy/base.py:394

    html_file.write_text(html_content, encoding="utf-8")

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 77 low-confidence finding(s)

low env_fs — Filesystem access. 52 locations

pkgs/python/[email protected]/setup.py:249

pkgs/python/[email protected]/src/datasets/arrow_dataset.py:2065

pkgs/python/[email protected]/src/datasets/arrow_dataset.py:2067

pkgs/python/[email protected]/src/datasets/arrow_dataset.py:6886

pkgs/python/[email protected]/src/datasets/arrow_dataset.py:6895

pkgs/python/[email protected]/src/datasets/arrow_dataset.py:6993

pkgs/python/[email protected]/src/datasets/features/features.py:1179

pkgs/python/[email protected]/src/datasets/info.py:344

pkgs/python/[email protected]/src/datasets/info.py:373

pkgs/python/[email protected]/src/datasets/load.py:434

pkgs/python/[email protected]/src/datasets/load.py:488

pkgs/python/[email protected]/src/datasets/load.py:612

pkgs/python/[email protected]/src/datasets/load.py:697

pkgs/python/[email protected]/src/datasets/load.py:873

pkgs/python/[email protected]/src/datasets/load.py:877

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/conll/conll.py:126

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:159

pkgs/python/[email protected]/src/datasets/packaged_modules/json/json.py:172

pkgs/python/[email protected]/src/datasets/packaged_modules/json/json.py:199

pkgs/python/[email protected]/src/datasets/packaged_modules/json/json.py:288

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:126

pkgs/python/[email protected]/src/datasets/packaged_modules/parquet/parquet.py:173

pkgs/python/[email protected]/src/datasets/packaged_modules/parquet/parquet.py:199

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/tsfile/tsfile.py:736

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:3621

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:154

pkgs/python/[email protected]/src/datasets/config.py:156

pkgs/python/[email protected]/src/datasets/config.py:159

pkgs/python/[email protected]/src/datasets/config.py:162

pkgs/python/[email protected]/src/datasets/config.py:166

pkgs/python/[email protected]/src/datasets/config.py:170

pkgs/python/[email protected]/src/datasets/config.py:177

pkgs/python/[email protected]/src/datasets/config.py:214

pkgs/python/[email protected]/src/datasets/config.py:223

pkgs/python/[email protected]/src/datasets/config.py:232

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

diskcache

python dependency

expand_more 6 low-confidence finding(s)

low env_fs — Filesystem access. 6 locations

pkgs/python/[email protected]/diskcache/core.py:240

pkgs/python/[email protected]/diskcache/core.py:271

pkgs/python/[email protected]/diskcache/core.py:273

pkgs/python/[email protected]/diskcache/core.py:277

pkgs/python/[email protected]/diskcache/core.py:281

pkgs/python/[email protected]/setup.py:20

google-api-python-client

python dependency

expand_more 13 low-confidence finding(s)

low env_fs — Environment-variable access. 6 locations

pkgs/python/[email protected]/googleapiclient/discovery.py:430

pkgs/python/[email protected]/googleapiclient/discovery.py:431

pkgs/python/[email protected]/googleapiclient/discovery.py:573

pkgs/python/[email protected]/googleapiclient/discovery.py:656

pkgs/python/[email protected]/googleapiclient/discovery.py:703

pkgs/python/[email protected]/googleapiclient/discovery_cache/__init__.py:37

low env_fs — Filesystem access. 6 locations

pkgs/python/[email protected]/googleapiclient/discovery_cache/__init__.py:72

pkgs/python/[email protected]/googleapiclient/http.py:594

pkgs/python/[email protected]/googleapiclient/http.py:1735

pkgs/python/[email protected]/googleapiclient/sample_tools.py:104

pkgs/python/[email protected]/setup.py:52

pkgs/python/[email protected]/setup.py:58

low egress dependency Excluded from app score #6a7496103185a8c4 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]/googleapiclient/http.py:191

            resp, content = http.request(uri, method, *args, **kwargs)

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.

google-auth

python dependency

expand_more 81 low-confidence finding(s)

low env_fs — Environment-variable access. 46 locations

pkgs/python/[email protected]/google/auth/_agent_identity_utils.py:91

pkgs/python/[email protected]/google/auth/_agent_identity_utils.py:236

pkgs/python/[email protected]/google/auth/_agent_identity_utils.py:364

pkgs/python/[email protected]/google/auth/_cloud_sdk.py:53

pkgs/python/[email protected]/google/auth/_cloud_sdk.py:64

pkgs/python/[email protected]/google/auth/_cloud_sdk.py:69

pkgs/python/[email protected]/google/auth/_default.py:332

pkgs/python/[email protected]/google/auth/_default.py:353

pkgs/python/[email protected]/google/auth/_default.py:367

pkgs/python/[email protected]/google/auth/_default.py:698

pkgs/python/[email protected]/google/auth/_default.py:699

pkgs/python/[email protected]/google/auth/_default_async.py:138

pkgs/python/[email protected]/google/auth/_default_async.py:150

pkgs/python/[email protected]/google/auth/_default_async.py:259

pkgs/python/[email protected]/google/auth/_default_async.py:260

pkgs/python/[email protected]/google/auth/aws.py:425

pkgs/python/[email protected]/google/auth/aws.py:426

pkgs/python/[email protected]/google/auth/aws.py:430

pkgs/python/[email protected]/google/auth/aws.py:455

pkgs/python/[email protected]/google/auth/aws.py:459

pkgs/python/[email protected]/google/auth/compute_engine/_metadata.py:53

pkgs/python/[email protected]/google/auth/compute_engine/_metadata.py:55

pkgs/python/[email protected]/google/auth/compute_engine/_metadata.py:94

pkgs/python/[email protected]/google/auth/compute_engine/_metadata.py:105

pkgs/python/[email protected]/google/auth/compute_engine/_metadata.py:113

pkgs/python/[email protected]/google/auth/compute_engine/_metadata.py:120

pkgs/python/[email protected]/google/auth/compute_engine/_mtls.py:90

pkgs/python/[email protected]/google/auth/credentials.py:281

pkgs/python/[email protected]/google/auth/pluggable.py:205

pkgs/python/[email protected]/google/auth/pluggable.py:262

pkgs/python/[email protected]/google/auth/pluggable.py:416

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:423

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:430

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:718

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:720

pkgs/python/[email protected]/google/auth/transport/mtls.py:285

pkgs/python/[email protected]/google/oauth2/_id_token_async.py:239

pkgs/python/[email protected]/google/oauth2/id_token.py:271

pkgs/python/[email protected]/google/oauth2/webauthn_handler.py:77

low env_fs — Filesystem access. 28 locations

pkgs/python/[email protected]/google/auth/_agent_identity_utils.py:208

pkgs/python/[email protected]/google/auth/_agent_identity_utils.py:257

pkgs/python/[email protected]/google/auth/_cloud_sdk.py:87

pkgs/python/[email protected]/google/auth/_default.py:182

pkgs/python/[email protected]/google/auth/_default_async.py:58

pkgs/python/[email protected]/google/auth/_service_account_info.py:78

pkgs/python/[email protected]/google/auth/compute_engine/_metadata.py:158

pkgs/python/[email protected]/google/auth/crypt/base.py:124

pkgs/python/[email protected]/google/auth/external_account.py:772

pkgs/python/[email protected]/google/auth/external_account_authorized_user.py:468

pkgs/python/[email protected]/google/auth/identity_pool.py:108

pkgs/python/[email protected]/google/auth/identity_pool.py:201

pkgs/python/[email protected]/google/auth/pluggable.py:183

pkgs/python/[email protected]/google/auth/pluggable.py:238

pkgs/python/[email protected]/google/auth/transport/_custom_tls_signer.py:235

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:70

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:200

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:360

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:499

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:513

pkgs/python/[email protected]/google/auth/transport/_mtls_helper.py:754

pkgs/python/[email protected]/google/auth/transport/mtls.py:121

pkgs/python/[email protected]/google/auth/transport/mtls.py:123

pkgs/python/[email protected]/google/oauth2/_id_token_async.py:250

pkgs/python/[email protected]/google/oauth2/credentials.py:541

pkgs/python/[email protected]/google/oauth2/id_token.py:282

pkgs/python/[email protected]/setup.py:91

pkgs/python/[email protected]/setup.py:97

low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 7 locations

pkgs/python/[email protected]/google/auth/aio/transport/aiohttp.py:174

pkgs/python/[email protected]/google/auth/transport/_aiohttp_requests.py:196

pkgs/python/[email protected]/google/auth/transport/_aiohttp_requests.py:435

pkgs/python/[email protected]/google/auth/transport/_http_client.py:104

pkgs/python/[email protected]/google/auth/transport/requests.py:188

pkgs/python/[email protected]/google/auth/transport/requests.py:629

pkgs/python/[email protected]/google/auth/transport/urllib3.py:148

google-auth-oauthlib

python dependency

expand_more 4 low-confidence finding(s)

low env_fs — Filesystem access. 4 locations

pkgs/python/[email protected]/google_auth_oauthlib/flow.py:198

pkgs/python/[email protected]/google_auth_oauthlib/helpers.py:94

pkgs/python/[email protected]/google_auth_oauthlib/tool/__main__.py:112

pkgs/python/[email protected]/setup.py:29

httpx

python dependency

expand_more 4 low-confidence finding(s)

low env_fs — Environment-variable access. 4 locations

pkgs/python/[email protected]/httpx/_config.py:34

pkgs/python/[email protected]/httpx/_config.py:35

pkgs/python/[email protected]/httpx/_config.py:36

pkgs/python/[email protected]/httpx/_config.py:37

huggingface_hub

python dependency

expand_more 185 low-confidence finding(s)

low env_fs — Filesystem access. 64 locations

pkgs/python/[email protected]/setup.py:6

pkgs/python/[email protected]/setup.py:107

pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:386

pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:837

pkgs/python/[email protected]/src/huggingface_hub/_buckets.py:843

pkgs/python/[email protected]/src/huggingface_hub/_commit_api.py:269

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/_sandbox.py:214

pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:216

pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:223

pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:228

pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:304

pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:412

pkgs/python/[email protected]/src/huggingface_hub/_snapshot_download.py:657

pkgs/python/[email protected]/src/huggingface_hub/_tree_cache.py:106

pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:100

pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:818

pkgs/python/[email protected]/src/huggingface_hub/cli/_completion.py:73

pkgs/python/[email protected]/src/huggingface_hub/cli/_completion.py:77

pkgs/python/[email protected]/src/huggingface_hub/cli/_cp.py:156

pkgs/python/[email protected]/src/huggingface_hub/cli/_skills.py:65

pkgs/python/[email protected]/src/huggingface_hub/cli/_skills.py:183

pkgs/python/[email protected]/src/huggingface_hub/cli/discussions.py:76

pkgs/python/[email protected]/src/huggingface_hub/cli/extensions.py:78

pkgs/python/[email protected]/src/huggingface_hub/cli/extensions.py:89

pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:140

pkgs/python/[email protected]/src/huggingface_hub/fastai_utils.py:267

pkgs/python/[email protected]/src/huggingface_hub/file_download.py:706

pkgs/python/[email protected]/src/huggingface_hub/file_download.py:713

pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1122

pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1395

pkgs/python/[email protected]/src/huggingface_hub/file_download.py:1542

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:6797

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11347

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:14674

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:14766

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:93

pkgs/python/[email protected]/src/huggingface_hub/lfs.py:113

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:328

pkgs/python/[email protected]/src/huggingface_hub/repocard.py:330

pkgs/python/[email protected]/src/huggingface_hub/repocard.py:516

pkgs/python/[email protected]/src/huggingface_hub/repocard.py:539

pkgs/python/[email protected]/src/huggingface_hub/repocard.py:547

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:152

pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:173

pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:183

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. 57 locations

pkgs/python/[email protected]/src/huggingface_hub/__init__.py:1231

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/_oidc.py:48

pkgs/python/[email protected]/src/huggingface_hub/_oidc.py:59

pkgs/python/[email protected]/src/huggingface_hub/_oidc.py:60

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:800

pkgs/python/[email protected]/src/huggingface_hub/cli/_completion.py:46

pkgs/python/[email protected]/src/huggingface_hub/cli/hf.py:122

pkgs/python/[email protected]/src/huggingface_hub/cli/spaces.py:857

pkgs/python/[email protected]/src/huggingface_hub/constants.py:64

pkgs/python/[email protected]/src/huggingface_hub/constants.py:68

pkgs/python/[email protected]/src/huggingface_hub/constants.py:98

pkgs/python/[email protected]/src/huggingface_hub/constants.py:170

pkgs/python/[email protected]/src/huggingface_hub/constants.py:172

pkgs/python/[email protected]/src/huggingface_hub/constants.py:181

pkgs/python/[email protected]/src/huggingface_hub/constants.py:182

pkgs/python/[email protected]/src/huggingface_hub/constants.py:187

pkgs/python/[email protected]/src/huggingface_hub/constants.py:195

pkgs/python/[email protected]/src/huggingface_hub/constants.py:202

pkgs/python/[email protected]/src/huggingface_hub/constants.py:233

pkgs/python/[email protected]/src/huggingface_hub/constants.py:237

pkgs/python/[email protected]/src/huggingface_hub/constants.py:241

pkgs/python/[email protected]/src/huggingface_hub/constants.py:242

pkgs/python/[email protected]/src/huggingface_hub/constants.py:243

pkgs/python/[email protected]/src/huggingface_hub/constants.py:248

pkgs/python/[email protected]/src/huggingface_hub/constants.py:269

pkgs/python/[email protected]/src/huggingface_hub/constants.py:275

pkgs/python/[email protected]/src/huggingface_hub/constants.py:278

pkgs/python/[email protected]/src/huggingface_hub/constants.py:281

pkgs/python/[email protected]/src/huggingface_hub/constants.py:284

pkgs/python/[email protected]/src/huggingface_hub/constants.py:286

pkgs/python/[email protected]/src/huggingface_hub/constants.py:295

pkgs/python/[email protected]/src/huggingface_hub/constants.py:306

pkgs/python/[email protected]/src/huggingface_hub/constants.py:310

pkgs/python/[email protected]/src/huggingface_hub/constants.py:313

pkgs/python/[email protected]/src/huggingface_hub/constants.py:320

pkgs/python/[email protected]/src/huggingface_hub/constants.py:321

pkgs/python/[email protected]/src/huggingface_hub/constants.py:322

pkgs/python/[email protected]/src/huggingface_hub/constants.py:323

pkgs/python/[email protected]/src/huggingface_hub/constants.py:327

pkgs/python/[email protected]/src/huggingface_hub/constants.py:338

pkgs/python/[email protected]/src/huggingface_hub/constants.py:339

pkgs/python/[email protected]/src/huggingface_hub/inference/_mcp/cli.py:119

pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:147

pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:181

pkgs/python/[email protected]/src/huggingface_hub/utils/_auth.py:198

pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:90

pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:96

pkgs/python/[email protected]/src/huggingface_hub/utils/_detect_agent.py:117

pkgs/python/[email protected]/src/huggingface_hub/utils/_runtime.py:313

pkgs/python/[email protected]/src/huggingface_hub/utils/_terminal.py:102

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. 62 locations

pkgs/python/[email protected]/src/huggingface_hub/_commit_api.py:1062

pkgs/python/[email protected]/src/huggingface_hub/_oidc.py:116

pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:409

pkgs/python/[email protected]/src/huggingface_hub/_sandbox.py:435

pkgs/python/[email protected]/src/huggingface_hub/_webhooks_server.py:178

pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:147

pkgs/python/[email protected]/src/huggingface_hub/cli/lfs.py:166

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4251

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4465

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4678

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4756

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:4895

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:5469

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7449

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7547

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7972

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:7997

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8098

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8126

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8221

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8257

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8308

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8345

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8389

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8437

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8851

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:8996

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9082

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9439

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9497

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9720

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9784

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9823

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:9865

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10036

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10225

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10719

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10769

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:10998

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11086

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11140

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11193

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11382

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:11920

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12381

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12422

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12718

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12852

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12882

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12923

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:12965

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:13421

pkgs/python/[email protected]/src/huggingface_hub/hf_api.py:13636

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/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/_oauth_device.py:66

pkgs/python/[email protected]/src/huggingface_hub/utils/_oauth_device.py:111

pkgs/python/[email protected]/src/huggingface_hub/utils/_oauth_device.py:167

pkgs/python/[email protected]/src/huggingface_hub/utils/_pagination.py:36

low egress — Hardcoded external endpoint. Review what data is sent to this destination. 2 locations

pkgs/python/[email protected]/src/huggingface_hub/cli/_cli_utils.py:1017

pkgs/python/[email protected]/src/huggingface_hub/repocard.py:218

langchain

python dependency

expand_more 4 low-confidence finding(s)

low env_fs dependency Excluded from app score #6c002fec569c6a5d capability detected · no path traced — Environment-variable access.

pkgs/python/[email protected]/langchain/agents/middleware/_execution.py:322

        host_env = os.environ.copy()

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. 3 locations

pkgs/python/[email protected]/langchain/agents/middleware/file_search.py:387

pkgs/python/[email protected]/scripts/check_version.py:15

pkgs/python/[email protected]/scripts/check_version.py:22

langchain-core

python dependency

expand_more 26 low-confidence finding(s)

low env_fs — Environment-variable access. 17 locations

pkgs/python/[email protected]/langchain_core/_security/_policy.py:238

pkgs/python/[email protected]/langchain_core/_security/_ssrf_protection.py:70

pkgs/python/[email protected]/langchain_core/load/load.py:481

pkgs/python/[email protected]/langchain_core/load/load.py:482

pkgs/python/[email protected]/langchain_core/utils/_gateway.py:55

pkgs/python/[email protected]/langchain_core/utils/_gateway.py:81

pkgs/python/[email protected]/langchain_core/utils/_gateway.py:149

pkgs/python/[email protected]/langchain_core/utils/env.py:18

pkgs/python/[email protected]/langchain_core/utils/env.py:77

pkgs/python/[email protected]/langchain_core/utils/utils.py:405

pkgs/python/[email protected]/langchain_core/utils/utils.py:406

pkgs/python/[email protected]/langchain_core/utils/utils.py:407

pkgs/python/[email protected]/langchain_core/utils/utils.py:408

pkgs/python/[email protected]/langchain_core/utils/utils.py:475

pkgs/python/[email protected]/langchain_core/utils/utils.py:476

pkgs/python/[email protected]/langchain_core/utils/utils.py:477

pkgs/python/[email protected]/langchain_core/utils/utils.py:478

low env_fs — Filesystem access. 8 locations

pkgs/python/[email protected]/langchain_core/documents/base.py:168

pkgs/python/[email protected]/langchain_core/documents/base.py:190

pkgs/python/[email protected]/langchain_core/prompts/chat.py:553

pkgs/python/[email protected]/langchain_core/prompts/loading.py:105

pkgs/python/[email protected]/langchain_core/prompts/prompt.py:253

pkgs/python/[email protected]/scripts/check_version.py:21

pkgs/python/[email protected]/scripts/check_version.py:28

pkgs/python/[email protected]/scripts/check_version.py:41

low egress dependency Excluded from app score #90e174f2d6769da0 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]/langchain_core/runnables/graph_mermaid.py:461

            response = requests.get(image_url, timeout=10, proxies=proxies)

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.

langchain_openai

python dependency

expand_more 21 low-confidence finding(s)

low env_fs — Environment-variable access. 15 locations

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:61

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:92

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:179

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:224

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:259

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:280

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:315

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:394

pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:415

pkgs/python/[email protected]/langchain_openai/chat_models/azure.py:619

pkgs/python/[email protected]/langchain_openai/chat_models/azure.py:620

pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1211

pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1212

pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1243

pkgs/python/[email protected]/langchain_openai/chat_models/codex.py:81

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]/langchain_openai/chatgpt_oauth.py:405

pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:425

pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:447

low env_fs — Filesystem access. 3 locations

pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:503

pkgs/python/[email protected]/scripts/check_version.py:15

pkgs/python/[email protected]/scripts/check_version.py:22

llama-index-llms-google-genai

python dependency

expand_more 4 low-confidence finding(s)

low env_fs — Environment-variable access. 4 locations

pkgs/python/[email protected]/llama_index/llms/google_genai/base.py:199

pkgs/python/[email protected]/llama_index/llms/google_genai/base.py:202

pkgs/python/[email protected]/llama_index/llms/google_genai/base.py:204

pkgs/python/[email protected]/llama_index/llms/google_genai/base.py:207

nbmake

python dependency

expand_more 1 low-confidence finding(s)

low env_fs dependency Excluded from app score #ebc17391cd4ac797 capability detected · no path traced — Environment-variable access.

pkgs/python/[email protected]/src/nbmake/pytest_plugin.py:79

            if os.environ.get("GITHUB_ACTIONS", False):

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.

networkx

python dependency

expand_more 16 low-confidence finding(s)

low env_fs — Environment-variable access. 12 locations

pkgs/python/[email protected]/doc/conf.py:96

pkgs/python/[email protected]/networkx/conftest.py:47

pkgs/python/[email protected]/networkx/conftest.py:71

pkgs/python/[email protected]/networkx/lazy_imports.py:75

pkgs/python/[email protected]/networkx/utils/backends.py:153

pkgs/python/[email protected]/networkx/utils/backends.py:155

pkgs/python/[email protected]/networkx/utils/backends.py:157

pkgs/python/[email protected]/networkx/utils/backends.py:167

pkgs/python/[email protected]/networkx/utils/backends.py:175

pkgs/python/[email protected]/networkx/utils/backends.py:177

pkgs/python/[email protected]/networkx/utils/backends.py:2152

low env_fs — Filesystem access. 3 locations

pkgs/python/[email protected]/examples/external/javascript_force.py:27

pkgs/python/[email protected]/examples/graphviz_layout/plot_lanl_routes.py:22

pkgs/python/[email protected]/examples/subclass/plot_printgraph.py:28

low egress tooling Excluded from app score unreachable #8163156ba927e5b7 capability detected · no path traced — Hardcoded external endpoint. Review what data is sent to this destination.

pkgs/python/[email protected]/examples/graph/plot_football.py:24

sock = urllib.request.urlopen(url)  # open URL

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.

nltk

python dependency

expand_more 93 low-confidence finding(s)

low env_fs — Filesystem access. 67 locations

pkgs/python/[email protected]/nltk/__init__.py:33

pkgs/python/[email protected]/nltk/app/chartparser_app.py:798

pkgs/python/[email protected]/nltk/app/chartparser_app.py:815

pkgs/python/[email protected]/nltk/app/chartparser_app.py:2272

pkgs/python/[email protected]/nltk/app/chartparser_app.py:2295

pkgs/python/[email protected]/nltk/app/chartparser_app.py:2310

pkgs/python/[email protected]/nltk/app/chartparser_app.py:2313

pkgs/python/[email protected]/nltk/app/chartparser_app.py:2327

pkgs/python/[email protected]/nltk/app/chartparser_app.py:2330

pkgs/python/[email protected]/nltk/app/chunkparser_app.py:1394

pkgs/python/[email protected]/nltk/app/chunkparser_app.py:1415

pkgs/python/[email protected]/nltk/app/chunkparser_app.py:1430

pkgs/python/[email protected]/nltk/app/wordnet_app.py:138

pkgs/python/[email protected]/nltk/app/wordnet_app.py:252

pkgs/python/[email protected]/nltk/chunk/named_entity.py:235

pkgs/python/[email protected]/nltk/chunk/named_entity.py:247

pkgs/python/[email protected]/nltk/classify/maxent.py:1440

pkgs/python/[email protected]/nltk/classify/maxent.py:1542

pkgs/python/[email protected]/nltk/classify/maxent.py:1596

pkgs/python/[email protected]/nltk/classify/maxent.py:1598

pkgs/python/[email protected]/nltk/classify/maxent.py:1600

pkgs/python/[email protected]/nltk/classify/maxent.py:1602

pkgs/python/[email protected]/nltk/classify/weka.py:283

pkgs/python/[email protected]/nltk/corpus/reader/crubadan.py:78

pkgs/python/[email protected]/nltk/corpus/reader/crubadan.py:97

pkgs/python/[email protected]/nltk/corpus/reader/ipipan.py:191

pkgs/python/[email protected]/nltk/corpus/reader/lin.py:43

pkgs/python/[email protected]/nltk/corpus/reader/nkjp.py:283

pkgs/python/[email protected]/nltk/corpus/reader/pl196x.py:110

pkgs/python/[email protected]/nltk/corpus/reader/xmldocs.py:168

pkgs/python/[email protected]/nltk/downloader.py:2527

pkgs/python/[email protected]/nltk/downloader.py:2548

pkgs/python/[email protected]/nltk/draw/util.py:1870

pkgs/python/[email protected]/nltk/metrics/agreement.py:460

pkgs/python/[email protected]/nltk/parse/malt.py:218

pkgs/python/[email protected]/nltk/parse/transitionparser.py:551

pkgs/python/[email protected]/nltk/parse/transitionparser.py:570

pkgs/python/[email protected]/nltk/sem/chat80.py:677

pkgs/python/[email protected]/nltk/sentiment/sentiment_analyzer.py:190

pkgs/python/[email protected]/nltk/tag/perceptron.py:108

pkgs/python/[email protected]/nltk/tag/perceptron.py:113

pkgs/python/[email protected]/nltk/tag/perceptron.py:272

pkgs/python/[email protected]/nltk/tbl/demo.py:249

pkgs/python/[email protected]/nltk/tbl/demo.py:256

pkgs/python/[email protected]/nltk/tbl/demo.py:317

pkgs/python/[email protected]/nltk/tbl/demo.py:325

pkgs/python/[email protected]/nltk/tbl/demo.py:328

pkgs/python/[email protected]/nltk/tokenize/punkt.py:1611

pkgs/python/[email protected]/nltk/tokenize/punkt.py:1806

pkgs/python/[email protected]/nltk/tokenize/punkt.py:1808

pkgs/python/[email protected]/nltk/tokenize/punkt.py:1810

pkgs/python/[email protected]/nltk/tokenize/punkt.py:1812

pkgs/python/[email protected]/nltk/tokenize/stanford_segmenter.py:291

pkgs/python/[email protected]/nltk/twitter/common.py:142

pkgs/python/[email protected]/nltk/twitter/twitterclient.py:524

pkgs/python/[email protected]/nltk/twitter/util.py:86

pkgs/python/[email protected]/nltk/twitter/util.py:133

pkgs/python/[email protected]/setup.py:25

pkgs/python/[email protected]/tools/find_deprecated.py:127

pkgs/python/[email protected]/tools/find_deprecated.py:160

pkgs/python/[email protected]/tools/find_deprecated.py:162

pkgs/python/[email protected]/tools/global_replace.py:27

pkgs/python/[email protected]/tools/global_replace.py:29

pkgs/python/[email protected]/tools/huggingface/push_stopwords.py:185

pkgs/python/[email protected]/web/conf.py:65

pkgs/python/[email protected]/web/conf.py:88

pkgs/python/[email protected]/web/conf.py:93

low env_fs — Environment-variable access. 22 locations

pkgs/python/[email protected]/nltk/classify/senna.py:70

pkgs/python/[email protected]/nltk/classify/weka.py:51

pkgs/python/[email protected]/nltk/classify/weka.py:52

pkgs/python/[email protected]/nltk/data.py:133

pkgs/python/[email protected]/nltk/data.py:152

pkgs/python/[email protected]/nltk/data.py:154

pkgs/python/[email protected]/nltk/downloader.py:1339

pkgs/python/[email protected]/nltk/downloader.py:1349

pkgs/python/[email protected]/nltk/downloader.py:1350

pkgs/python/[email protected]/nltk/downloader.py:1385

pkgs/python/[email protected]/nltk/downloader.py:3006

pkgs/python/[email protected]/nltk/internals.py:625

pkgs/python/[email protected]/nltk/internals.py:628

pkgs/python/[email protected]/nltk/internals.py:630

pkgs/python/[email protected]/nltk/internals.py:835

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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/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

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pkgs/python/[email protected]/vendored-meson/meson/test cases/common/14 configure file/generator-deps.py:10

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pkgs/python/[email protected]/vendored-meson/meson/test cases/common/14 configure file/generator.py:9

pkgs/python/[email protected]/vendored-meson/meson/test cases/common/14 configure file/generator.py:10

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

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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/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

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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

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pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/67 test env value/test.py:6

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pkgs/python/[email protected]/vendored-meson/meson/test cases/unit/70 cross test passed/exewrapper.py:18

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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

oci

python dependency

expand_more 130 low-confidence finding(s)

low env_fs — Filesystem access. 23 locations

pkgs/python/[email protected]/setup.py:19

pkgs/python/[email protected]/src/oci/addons/adk/auth/oci/session.py:85

pkgs/python/[email protected]/src/oci/addons/adk/tool/toolkit.py:41

pkgs/python/[email protected]/src/oci/auth/certificate_retriever.py:409

pkgs/python/[email protected]/src/oci/auth/rpt_path_providers.py:154

pkgs/python/[email protected]/src/oci/auth/signers/ephemeral_resource_principals_signer.py:121

pkgs/python/[email protected]/src/oci/auth/signers/ephemeral_resource_principals_signer.py:192

pkgs/python/[email protected]/src/oci/base_client.py:120

pkgs/python/[email protected]/src/oci/base_client.py:142

pkgs/python/[email protected]/src/oci/config.py:228

pkgs/python/[email protected]/src/oci/developer_tool_configuration.py:114

pkgs/python/[email protected]/src/oci/object_storage/transfer/internal/additional_checksum.py:139

pkgs/python/[email protected]/src/oci/object_storage/transfer/internal/download/DownloadManager.py:551

pkgs/python/[email protected]/src/oci/object_storage/transfer/internal/download/DownloadManager.py:948

pkgs/python/[email protected]/src/oci/object_storage/transfer/internal/multipart_object_assembler.py:218

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pkgs/python/[email protected]/src/oci/object_storage/transfer/upload_manager.py:293

pkgs/python/[email protected]/src/oci/object_storage/transfer/upload_manager.py:409

pkgs/python/[email protected]/src/oci/regions.py:308

pkgs/python/[email protected]/src/oci/signer.py:31

pkgs/python/[email protected]/src/oci/util.py:118

pkgs/python/[email protected]/src/oci/util.py:181

low env_fs — Environment-variable access. 97 locations

pkgs/python/[email protected]/src/oci/__init__.py:17

pkgs/python/[email protected]/src/oci/__init__.py:24

pkgs/python/[email protected]/src/oci/_vendor/requests/sessions.py:715

pkgs/python/[email protected]/src/oci/_vendor/requests/sessions.py:716

pkgs/python/[email protected]/src/oci/_vendor/requests/utils.py:187

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pkgs/python/[email protected]/src/oci/_vendor/requests/utils.py:732

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pkgs/python/[email protected]/src/oci/_vendor/requests/utils.py:740

pkgs/python/[email protected]/src/oci/_vendor/requests/utils.py:751

pkgs/python/[email protected]/src/oci/addons/adk/logger.py:137

pkgs/python/[email protected]/src/oci/addons/adk/logger.py:138

pkgs/python/[email protected]/src/oci/addons/adk/logger.py:162

pkgs/python/[email protected]/src/oci/auth/federation_client.py:28

pkgs/python/[email protected]/src/oci/auth/rpt_path_providers.py:90

pkgs/python/[email protected]/src/oci/auth/rpt_path_providers.py:91

pkgs/python/[email protected]/src/oci/auth/rpt_path_providers.py:95

pkgs/python/[email protected]/src/oci/auth/rpt_path_providers.py:97

pkgs/python/[email protected]/src/oci/auth/signers/instance_principals_security_token_signer.py:152

pkgs/python/[email protected]/src/oci/auth/signers/resource_principals_signer.py:66

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pkgs/python/[email protected]/src/oci/base_client.py:49

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pkgs/python/[email protected]/src/oci/config.py:147

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pkgs/python/[email protected]/src/oci/developer_tool_configuration.py:104

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pkgs/python/[email protected]/src/oci/retry/__init__.py:62

pkgs/python/[email protected]/src/oci/retry/__init__.py:63

low egress — Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination. 10 locations

pkgs/python/[email protected]/src/oci/auth/auth_utils.py:68

pkgs/python/[email protected]/src/oci/auth/certificate_retriever.py:216

pkgs/python/[email protected]/src/oci/auth/certificate_retriever.py:239

pkgs/python/[email protected]/src/oci/auth/federation_client.py:231

pkgs/python/[email protected]/src/oci/auth/rpt_path_providers.py:179

pkgs/python/[email protected]/src/oci/auth/signers/instance_principals_security_token_signer.py:313

pkgs/python/[email protected]/src/oci/auth/signers/oauth_exhange_token_signer.py:373

pkgs/python/[email protected]/src/oci/auth/signers/oke_workload_identity_resource_principal_signer.py:132

pkgs/python/[email protected]/src/oci/auth/signers/token_exchange_signer.py:157

pkgs/python/[email protected]/src/oci/base_client.py:1098

openai

python dependency

expand_more 69 low-confidence finding(s)

low env_fs — Filesystem access. 16 locations

pkgs/python/[email protected]/examples/image_stream.py:30

pkgs/python/[email protected]/examples/image_stream.py:41

pkgs/python/[email protected]/examples/uploads.py:30

pkgs/python/[email protected]/src/openai/_files.py:69

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pkgs/python/[email protected]/src/openai/_utils/_utils.py:383

pkgs/python/[email protected]/src/openai/auth/_workload.py:59

pkgs/python/[email protected]/src/openai/lib/_validators.py:485

low env_fs — Environment-variable access. 47 locations

pkgs/python/[email protected]/examples/realtime/azure_realtime.py:31

pkgs/python/[email protected]/examples/realtime/azure_realtime.py:37

pkgs/python/[email protected]/src/openai/__init__.py:161

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pkgs/python/[email protected]/src/openai/_models.py:129

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pkgs/python/[email protected]/src/openai/lib/_bedrock_auth.py:172

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pkgs/python/[email protected]/src/openai/lib/azure.py:564

pkgs/python/[email protected]/src/openai/lib/bedrock.py:70

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pkgs/python/[email protected]/src/openai/lib/bedrock.py:105

pkgs/python/[email protected]/src/openai/lib/bedrock.py:150

pkgs/python/[email protected]/src/openai/providers/bedrock.py:249

pkgs/python/[email protected]/src/openai/providers/bedrock.py:332

pkgs/python/[email protected]/src/openai/providers/bedrock.py:339

pkgs/python/[email protected]/src/openai/providers/bedrock.py:392

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]/src/openai/_base_client.py:319

pkgs/python/[email protected]/src/openai/auth/_workload.py:253

low egress — Hardcoded external endpoint. Review what data is sent to this destination. 4 locations

pkgs/python/[email protected]/src/openai/auth/_workload.py:107

pkgs/python/[email protected]/src/openai/auth/_workload.py:110

pkgs/python/[email protected]/src/openai/auth/_workload.py:154

pkgs/python/[email protected]/src/openai/auth/_workload.py:157

openai-agents

python dependency

expand_more 303 low-confidence finding(s)

low env_fs — Environment-variable access. 216 locations

pkgs/python/[email protected]/.agents/skills/runtime-behavior-probe/templates/python_probe.py:57

pkgs/python/[email protected]/.agents/skills/runtime-behavior-probe/templates/python_probe.py:82

pkgs/python/[email protected]/.agents/skills/runtime-behavior-probe/templates/python_probe.py:209

pkgs/python/[email protected]/.github/scripts/select-release-milestone.py:162

pkgs/python/[email protected]/.github/scripts/select-release-milestone.py:167

pkgs/python/[email protected]/docs/scripts/translate_docs.py:14

pkgs/python/[email protected]/docs/scripts/translate_docs.py:38

pkgs/python/[email protected]/examples/auto_mode.py:16

pkgs/python/[email protected]/examples/basic/stream_ws.py:163

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pkgs/python/[email protected]/examples/mcp/prompt_server/main.py:13

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pkgs/python/[email protected]/examples/mcp/sse_remote_example/main.py:16

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pkgs/python/[email protected]/examples/mcp/sse_remote_example/main.py:43

pkgs/python/[email protected]/examples/mcp/streamablehttp_custom_client_example/main.py:21

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pkgs/python/[email protected]/examples/mcp/streamablehttp_example/server.py:8

pkgs/python/[email protected]/examples/memory/dapr_session_example.py:72

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pkgs/python/[email protected]/examples/memory/hitl_session_scenario.py:212

pkgs/python/[email protected]/examples/memory/hitl_session_scenario.py:215

pkgs/python/[email protected]/examples/memory/hitl_session_scenario.py:392

pkgs/python/[email protected]/examples/memory/hitl_session_scenario.py:396

pkgs/python/[email protected]/examples/memory/redis_session_example.py:28

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pkgs/python/[email protected]/examples/model_providers/any_llm_auto.py:45

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pkgs/python/[email protected]/examples/model_providers/custom_example_agent.py:8

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pkgs/python/[email protected]/examples/realtime/app/server.py:41

pkgs/python/[email protected]/examples/realtime/twilio/server.py:79

pkgs/python/[email protected]/examples/realtime/twilio/twilio_handler.py:70

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pkgs/python/[email protected]/examples/realtime/twilio_sip/server.py:33

pkgs/python/[email protected]/examples/reasoning_content/gpt_oss_stream.py:24

pkgs/python/[email protected]/examples/reasoning_content/main.py:24

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pkgs/python/[email protected]/examples/sandbox/docker/mounts/mount_smoke.py:39

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pkgs/python/[email protected]/examples/sandbox/docker/mounts/s3_files_mount_read_write.py:52

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pkgs/python/[email protected]/examples/sandbox/docker/mounts/s3_mount_read_write.py:66

pkgs/python/[email protected]/examples/sandbox/docker/mounts/s3_mount_read_write.py:67

pkgs/python/[email protected]/examples/sandbox/docker/mounts/s3_mount_read_write.py:68

pkgs/python/[email protected]/examples/sandbox/extensions/blaxel_runner.py:110

pkgs/python/[email protected]/examples/sandbox/extensions/blaxel_runner.py:259

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:90

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:95

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:96

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:106

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:107

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:133

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:387

pkgs/python/[email protected]/examples/sandbox/extensions/cloudflare_runner.py:392

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/daytona_runner.py:77

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/daytona_runner.py:78

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/daytona_runner.py:79

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/daytona_runner.py:90

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/agent.py:368

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/setup_db.py:33

pkgs/python/[email protected]/examples/sandbox/extensions/e2b_runner.py:71

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:96

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:97

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:104

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:105

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:120

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:125

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:130

pkgs/python/[email protected]/examples/sandbox/extensions/modal_runner.py:161

pkgs/python/[email protected]/examples/sandbox/extensions/runloop/capabilities.py:87

pkgs/python/[email protected]/examples/sandbox/extensions/runloop/runner.py:68

pkgs/python/[email protected]/examples/sandbox/extensions/temporal/local_hello_workflow.py:101

pkgs/python/[email protected]/examples/sandbox/extensions/temporal/local_hello_workflow.py:106

pkgs/python/[email protected]/examples/sandbox/extensions/temporal/local_hello_workflow.py:117

pkgs/python/[email protected]/examples/sandbox/extensions/temporal/temporal_sandbox_agent.py:646

pkgs/python/[email protected]/examples/sandbox/extensions/temporal/temporal_sandbox_agent.py:648

pkgs/python/[email protected]/examples/sandbox/extensions/vercel_runner.py:117

pkgs/python/[email protected]/examples/sandbox/extensions/vercel_runner.py:123

pkgs/python/[email protected]/examples/sandbox/extensions/vercel_runner.py:126

pkgs/python/[email protected]/examples/sandbox/extensions/vercel_runner.py:127

pkgs/python/[email protected]/examples/sandbox/extensions/vercel_runner.py:128

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:34

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:35

pkgs/python/[email protected]/examples/sandbox/memory_s3.py:60

pkgs/python/[email protected]/examples/sandbox/memory_s3.py:68

pkgs/python/[email protected]/examples/sandbox/memory_s3.py:73

pkgs/python/[email protected]/examples/sandbox/memory_s3.py:74

pkgs/python/[email protected]/examples/sandbox/memory_s3.py:75

pkgs/python/[email protected]/examples/sandbox/memory_s3.py:76

pkgs/python/[email protected]/examples/sandbox/memory_s3.py:77

pkgs/python/[email protected]/examples/sandbox/sandbox_agent_with_remote_snapshot.py:108

pkgs/python/[email protected]/examples/sandbox/tutorials/misc.py:104

pkgs/python/[email protected]/examples/sandbox/tutorials/misc.py:136

pkgs/python/[email protected]/examples/sandbox/tutorials/vision_website_clone/main.py:74

pkgs/python/[email protected]/examples/tools/apply_patch.py:37

pkgs/python/[email protected]/examples/tools/computer_use.py:32

pkgs/python/[email protected]/examples/tools/computer_use.py:33

pkgs/python/[email protected]/examples/tools/computer_use.py:34

pkgs/python/[email protected]/examples/tools/container_shell_skill_reference.py:21

pkgs/python/[email protected]/examples/tools/container_shell_skill_reference.py:26

pkgs/python/[email protected]/examples/tools/shell.py:22

pkgs/python/[email protected]/examples/tools/shell.py:39

pkgs/python/[email protected]/examples/tools/shell_human_in_the_loop.py:36

pkgs/python/[email protected]/src/agents/_debug.py:5

pkgs/python/[email protected]/src/agents/extensions/experimental/codex/codex_tool.py:611

pkgs/python/[email protected]/src/agents/extensions/experimental/codex/codex_tool.py:615

pkgs/python/[email protected]/src/agents/extensions/experimental/codex/exec.py:217

pkgs/python/[email protected]/src/agents/extensions/experimental/codex/exec.py:263

pkgs/python/[email protected]/src/agents/extensions/experimental/codex/exec.py:283

pkgs/python/[email protected]/src/agents/extensions/models/litellm_model.py:117

pkgs/python/[email protected]/src/agents/extensions/sandbox/blaxel/sandbox.py:1054

pkgs/python/[email protected]/src/agents/extensions/sandbox/blaxel/sandbox.py:1206

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:410

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:1446

pkgs/python/[email protected]/src/agents/extensions/sandbox/modal/sandbox.py:241

pkgs/python/[email protected]/src/agents/extensions/sandbox/modal/sandbox.py:247

pkgs/python/[email protected]/src/agents/extensions/sandbox/modal/sandbox.py:249

pkgs/python/[email protected]/src/agents/models/default_models.py:103

pkgs/python/[email protected]/src/agents/models/openai_agent_registration.py:99

pkgs/python/[email protected]/src/agents/models/openai_provider.py:138

pkgs/python/[email protected]/src/agents/models/openai_provider.py:140

pkgs/python/[email protected]/src/agents/realtime/openai_realtime.py:187

pkgs/python/[email protected]/src/agents/run_config.py:43

pkgs/python/[email protected]/src/agents/sandbox/sandboxes/unix_local.py:426

pkgs/python/[email protected]/src/agents/sandbox/snapshot_defaults.py:33

pkgs/python/[email protected]/src/agents/tracing/processors.py:97

pkgs/python/[email protected]/src/agents/tracing/processors.py:101

pkgs/python/[email protected]/src/agents/tracing/processors.py:105

pkgs/python/[email protected]/src/agents/tracing/provider.py:299

low env_fs — Filesystem access. 65 locations

pkgs/python/[email protected]/.agents/skills/runtime-behavior-probe/templates/python_probe.py:65

pkgs/python/[email protected]/docs/scripts/generate_ref_files.py:66

pkgs/python/[email protected]/docs/scripts/translate_docs.py:298

pkgs/python/[email protected]/docs/scripts/translate_docs.py:370

pkgs/python/[email protected]/docs/scripts/translate_docs.py:487

pkgs/python/[email protected]/examples/basic/local_file.py:11

pkgs/python/[email protected]/examples/basic/local_image.py:11

pkgs/python/[email protected]/examples/memory/dapr_session_example.py:438

pkgs/python/[email protected]/examples/run_examples.py:507

pkgs/python/[email protected]/examples/run_examples.py:852

pkgs/python/[email protected]/examples/run_examples.py:889

pkgs/python/[email protected]/examples/run_examples.py:900

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/agent.py:69

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/agent.py:356

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/agent.py:363

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/setup_db.py:392

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/setup_db.py:560

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:27

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:75

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:79

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:82

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:85

pkgs/python/[email protected]/examples/sandbox/healthcare_support/data.py:91

pkgs/python/[email protected]/examples/sandbox/healthcare_support/workflow.py:212

pkgs/python/[email protected]/examples/sandbox/healthcare_support/workflow.py:215

pkgs/python/[email protected]/examples/sandbox/healthcare_support/workflow.py:230

pkgs/python/[email protected]/examples/sandbox/healthcare_support/workflow.py:264

pkgs/python/[email protected]/examples/sandbox/memory.py:151

pkgs/python/[email protected]/examples/sandbox/memory.py:160

pkgs/python/[email protected]/examples/sandbox/memory_multi_agent_multiturn.py:157

pkgs/python/[email protected]/examples/sandbox/sandbox_agent_capabilities.py:156

pkgs/python/[email protected]/examples/sandbox/tax_prep.py:128

pkgs/python/[email protected]/examples/sandbox/tutorials/data/dataroom/setup.py:61

pkgs/python/[email protected]/examples/sandbox/tutorials/dataroom_metric_extract/evals.py:222

pkgs/python/[email protected]/examples/sandbox/tutorials/dataroom_metric_extract/main.py:110

pkgs/python/[email protected]/examples/sandbox/tutorials/misc.py:95

pkgs/python/[email protected]/examples/sandbox/tutorials/repo_code_review/evals.py:16

pkgs/python/[email protected]/examples/sandbox/tutorials/repo_code_review/evals.py:54

pkgs/python/[email protected]/examples/sandbox/tutorials/repo_code_review/main.py:88

pkgs/python/[email protected]/examples/sandbox/tutorials/repo_code_review/main.py:89

pkgs/python/[email protected]/examples/sandbox/tutorials/repo_code_review/main.py:98

pkgs/python/[email protected]/examples/sandbox/tutorials/vision_website_clone/main.py:145

pkgs/python/[email protected]/examples/sandbox/tutorials/vision_website_clone/main.py:178

pkgs/python/[email protected]/examples/sandbox/unix_local_runner.py:92

pkgs/python/[email protected]/examples/sandbox/unix_local_runner.py:122

pkgs/python/[email protected]/examples/sandbox/unix_local_runner.py:126

pkgs/python/[email protected]/examples/sandbox/unix_local_runner.py:143

pkgs/python/[email protected]/examples/tools/apply_patch.py:45

pkgs/python/[email protected]/examples/tools/apply_patch.py:52

pkgs/python/[email protected]/examples/tools/apply_patch.py:55

pkgs/python/[email protected]/examples/tools/apply_patch.py:133

pkgs/python/[email protected]/examples/tools/apply_patch.py:153

pkgs/python/[email protected]/examples/tools/container_shell_inline_skill.py:25

pkgs/python/[email protected]/src/agents/extensions/experimental/codex/output_schema_file.py:46

pkgs/python/[email protected]/src/agents/sandbox/capabilities/skills.py:183

pkgs/python/[email protected]/src/agents/sandbox/memory/manager.py:159

pkgs/python/[email protected]/src/agents/sandbox/memory/manager.py:187

pkgs/python/[email protected]/src/agents/sandbox/memory/manager.py:198

pkgs/python/[email protected]/src/agents/sandbox/memory/prompts.py:13

pkgs/python/[email protected]/src/agents/sandbox/memory/storage.py:151

pkgs/python/[email protected]/src/agents/sandbox/memory/storage.py:156

pkgs/python/[email protected]/src/agents/sandbox/memory/storage.py:164

pkgs/python/[email protected]/src/agents/sandbox/memory/storage.py:199

pkgs/python/[email protected]/src/agents/sandbox/memory/storage.py:215

pkgs/python/[email protected]/src/agents/sandbox/runtime_agent_preparation.py:31

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]/.github/scripts/select-release-milestone.py:81

pkgs/python/[email protected]/examples/mcp/streamablehttp_example/server.py:33

pkgs/python/[email protected]/examples/realtime/twilio_sip/server.py:68

pkgs/python/[email protected]/examples/sandbox/extensions/daytona/usaspending_text2sql/setup_db.py:144

pkgs/python/[email protected]/examples/sandbox/extensions/runloop/capabilities.py:393

pkgs/python/[email protected]/examples/sandbox/extensions/vercel_runner.py:223

pkgs/python/[email protected]/src/agents/extensions/memory/mongodb_session.py:199

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:473

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:515

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:736

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:1144

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:1218

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:1265

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:1291

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:1346

pkgs/python/[email protected]/src/agents/extensions/sandbox/cloudflare/sandbox.py:1511

pkgs/python/[email protected]/src/agents/sandbox/session/sinks.py:314

pkgs/python/[email protected]/src/agents/tracing/processors.py:167

low pii_flow — PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime. 4 locations

pkgs/python/[email protected]/.github/scripts/select-release-milestone.py:179

pkgs/python/[email protected]/examples/model_providers/custom_example_agent.py:51

pkgs/python/[email protected]/examples/reasoning_content/gpt_oss_stream.py:45

pkgs/python/[email protected]/examples/reasoning_content/gpt_oss_stream.py:47

pandas

python dependency

expand_more 29 low-confidence finding(s)

low env_fs — Filesystem access. 12 locations

pkgs/python/[email protected]/generate_pxi.py:8

pkgs/python/[email protected]/generate_pxi.py:12

pkgs/python/[email protected]/generate_version.py:27

pkgs/python/[email protected]/pandas/_version.py:159

pkgs/python/[email protected]/pandas/core/series.py:1573

pkgs/python/[email protected]/pandas/io/clipboard/__init__.py:302

pkgs/python/[email protected]/pandas/io/clipboard/__init__.py:306

pkgs/python/[email protected]/pandas/io/common.py:930

pkgs/python/[email protected]/pandas/io/common.py:939

pkgs/python/[email protected]/pandas/io/common.py:1192

pkgs/python/[email protected]/pandas/io/formats/format.py:1076

pkgs/python/[email protected]/pandas/util/_print_versions.py:148

low env_fs — Environment-variable access. 16 locations

pkgs/python/[email protected]/generate_version.py:25

pkgs/python/[email protected]/generate_version.py:26

pkgs/python/[email protected]/pandas/_testing/contexts.py:76

pkgs/python/[email protected]/pandas/_testing/contexts.py:80

pkgs/python/[email protected]/pandas/_testing/contexts.py:85

pkgs/python/[email protected]/pandas/_version.py:264

pkgs/python/[email protected]/pandas/compat/__init__.py:154

pkgs/python/[email protected]/pandas/core/config_init.py:425

pkgs/python/[email protected]/pandas/core/config_init.py:426

pkgs/python/[email protected]/pandas/core/config_init.py:878

pkgs/python/[email protected]/pandas/core/config_init.py:895

pkgs/python/[email protected]/pandas/core/config_init.py:906

pkgs/python/[email protected]/pandas/io/clipboard/__init__.py:74

pkgs/python/[email protected]/pandas/io/clipboard/__init__.py:569

pkgs/python/[email protected]/pandas/util/_print_versions.py:57

pkgs/python/[email protected]/pandas/util/_print_versions.py:58

low egress dependency Excluded from app score #3a8e3b7a82a9beac 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]/pandas/io/common.py:282

    return urllib.request.urlopen(*args, **kwargs)  # noqa: TID251

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.

pre-commit

python dependency

expand_more 58 low-confidence finding(s)

low env_fs — Environment-variable access. 25 locations

pkgs/python/[email protected]/pre_commit/color.py:98

pkgs/python/[email protected]/pre_commit/color.py:105

pkgs/python/[email protected]/pre_commit/commands/hook_impl.py:22

pkgs/python/[email protected]/pre_commit/commands/hook_impl.py:55

pkgs/python/[email protected]/pre_commit/commands/run.py:342

pkgs/python/[email protected]/pre_commit/commands/try_repo.py:37

pkgs/python/[email protected]/pre_commit/envcontext.py:47

pkgs/python/[email protected]/pre_commit/git.py:36

pkgs/python/[email protected]/pre_commit/lang_base.py:136

pkgs/python/[email protected]/pre_commit/lang_base.py:140

pkgs/python/[email protected]/pre_commit/languages/conda.py:51

pkgs/python/[email protected]/pre_commit/languages/conda.py:53

pkgs/python/[email protected]/pre_commit/languages/dart.py:49

pkgs/python/[email protected]/pre_commit/languages/dart.py:83

pkgs/python/[email protected]/pre_commit/languages/golang.py:145

pkgs/python/[email protected]/pre_commit/languages/golang.py:151

pkgs/python/[email protected]/pre_commit/languages/python.py:70

pkgs/python/[email protected]/pre_commit/languages/r.py:150

pkgs/python/[email protected]/pre_commit/main.py:39

pkgs/python/[email protected]/pre_commit/main.py:42

pkgs/python/[email protected]/pre_commit/parse_shebang.py:29

pkgs/python/[email protected]/pre_commit/staged_files_only.py:78

pkgs/python/[email protected]/pre_commit/store.py:32

pkgs/python/[email protected]/pre_commit/store.py:33

pkgs/python/[email protected]/pre_commit/xargs.py:42

low env_fs — Filesystem access. 31 locations

pkgs/python/[email protected]/pre_commit/commands/autoupdate.py:125

pkgs/python/[email protected]/pre_commit/commands/autoupdate.py:135

pkgs/python/[email protected]/pre_commit/commands/autoupdate.py:158

pkgs/python/[email protected]/pre_commit/commands/install_uninstall.py:59

pkgs/python/[email protected]/pre_commit/commands/install_uninstall.py:92

pkgs/python/[email protected]/pre_commit/commands/migrate_config.py:115

pkgs/python/[email protected]/pre_commit/commands/migrate_config.py:129

pkgs/python/[email protected]/pre_commit/commands/try_repo.py:68

pkgs/python/[email protected]/pre_commit/error_handler.py:36

pkgs/python/[email protected]/pre_commit/file_lock.py:73

pkgs/python/[email protected]/pre_commit/git.py:118

pkgs/python/[email protected]/pre_commit/languages/dart.py:51

pkgs/python/[email protected]/pre_commit/languages/docker.py:36

pkgs/python/[email protected]/pre_commit/languages/dotnet.py:43

pkgs/python/[email protected]/pre_commit/languages/julia.py:98

pkgs/python/[email protected]/pre_commit/languages/pygrep.py:24

pkgs/python/[email protected]/pre_commit/languages/pygrep.py:35

pkgs/python/[email protected]/pre_commit/languages/pygrep.py:54

pkgs/python/[email protected]/pre_commit/languages/pygrep.py:67

pkgs/python/[email protected]/pre_commit/languages/python.py:38

pkgs/python/[email protected]/pre_commit/languages/r.py:118

pkgs/python/[email protected]/pre_commit/languages/rust.py:97

pkgs/python/[email protected]/pre_commit/output.py:22

pkgs/python/[email protected]/pre_commit/repository.py:42

pkgs/python/[email protected]/pre_commit/repository.py:101

pkgs/python/[email protected]/pre_commit/repository.py:106

pkgs/python/[email protected]/pre_commit/staged_files_only.py:74

pkgs/python/[email protected]/pre_commit/store.py:55

pkgs/python/[email protected]/pre_commit/store.py:72

pkgs/python/[email protected]/pre_commit/util.py:40

pkgs/python/[email protected]/pre_commit/util.py:176

low egress dependency Excluded from app score #1aec90b7cbd69e62 capability detected · no path traced — Hardcoded external endpoint. Review what data is sent to this destination.

pkgs/python/[email protected]/pre_commit/languages/golang.py:92

    resp = urllib.request.urlopen('https://go.dev/dl/?mode=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 dependency Excluded from app score #7dc993acc517d11a 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]/pre_commit/languages/golang.py:104

        resp = urllib.request.urlopen(_get_url(version))

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:1411

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:344

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

pyright

python dependency

expand_more 20 low-confidence finding(s)

low env_fs — Filesystem access. 5 locations

pkgs/python/[email protected]/setup.py:7

pkgs/python/[email protected]/setup.py:11

pkgs/python/[email protected]/setup.py:22

pkgs/python/[email protected]/src/pyright/_utils.py:66

pkgs/python/[email protected]/src/pyright/node.py:239

low env_fs — Environment-variable access. 13 locations

pkgs/python/[email protected]/src/pyright/__init__.py:18

pkgs/python/[email protected]/src/pyright/_utils.py:83

pkgs/python/[email protected]/src/pyright/_utils.py:87

pkgs/python/[email protected]/src/pyright/_utils.py:130

pkgs/python/[email protected]/src/pyright/_utils.py:133

pkgs/python/[email protected]/src/pyright/node.py:27

pkgs/python/[email protected]/src/pyright/node.py:162

pkgs/python/[email protected]/src/pyright/node.py:258

pkgs/python/[email protected]/src/pyright/node.py:263

pkgs/python/[email protected]/src/pyright/utils.py:20

pkgs/python/[email protected]/src/pyright/utils.py:29

pkgs/python/[email protected]/src/pyright/utils.py:33

pkgs/python/[email protected]/src/pyright/utils.py:48

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]/src/pyright/_mureq.py:131

pkgs/python/[email protected]/src/pyright/_mureq.py:387

pytest

python dependency

expand_more 437 low-confidence finding(s)

low env_fs — Environment-variable access. 76 locations

pkgs/python/[email protected]/doc/en/conf.py:272

pkgs/python/[email protected]/doc/en/conf.py:273

pkgs/python/[email protected]/scripts/release.py:84

pkgs/python/[email protected]/src/_pytest/_argcomplete.py:102

pkgs/python/[email protected]/src/_pytest/_io/terminalwriter.py:37

pkgs/python/[email protected]/src/_pytest/_io/terminalwriter.py:39

pkgs/python/[email protected]/src/_pytest/_io/terminalwriter.py:41

pkgs/python/[email protected]/src/_pytest/_io/terminalwriter.py:43

pkgs/python/[email protected]/src/_pytest/_io/terminalwriter.py:46

pkgs/python/[email protected]/src/_pytest/_io/terminalwriter.py:219

pkgs/python/[email protected]/src/_pytest/_io/terminalwriter.py:220

pkgs/python/[email protected]/src/_pytest/_py/path.py:1137

pkgs/python/[email protected]/src/_pytest/_py/path.py:1208

pkgs/python/[email protected]/src/_pytest/_py/path.py:1212

pkgs/python/[email protected]/src/_pytest/_py/path.py:1220

pkgs/python/[email protected]/src/_pytest/_py/path.py:1223

pkgs/python/[email protected]/src/_pytest/_py/path.py:1242

pkgs/python/[email protected]/src/_pytest/_py/path.py:1245

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pkgs/python/[email protected]/testing/test_pathlib.py:1693

pkgs/python/[email protected]/testing/test_pluginmanager.py:409

pkgs/python/[email protected]/testing/test_pytester.py:218

pkgs/python/[email protected]/testing/test_pytester.py:227

pkgs/python/[email protected]/testing/test_python_path.py:38

pkgs/python/[email protected]/testing/test_python_path.py:47

pkgs/python/[email protected]/testing/test_python_path.py:76

pkgs/python/[email protected]/testing/test_reports.py:411

pkgs/python/[email protected]/testing/test_session.py:273

pkgs/python/[email protected]/testing/test_session.py:275

pkgs/python/[email protected]/testing/test_session.py:284

pkgs/python/[email protected]/testing/test_session.py:286

pkgs/python/[email protected]/testing/test_session.py:288

pkgs/python/[email protected]/testing/test_session.py:290

pkgs/python/[email protected]/testing/test_skipping.py:191

pkgs/python/[email protected]/testing/test_skipping.py:202

pkgs/python/[email protected]/testing/test_skipping.py:217

pkgs/python/[email protected]/testing/test_skipping.py:228

pkgs/python/[email protected]/testing/test_skipping.py:243

pkgs/python/[email protected]/testing/test_skipping.py:254

pkgs/python/[email protected]/testing/test_stepwise.py:534

pkgs/python/[email protected]/testing/test_terminal.py:271

pkgs/python/[email protected]/testing/test_terminal.py:1645

pkgs/python/[email protected]/testing/test_terminal.py:3386

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]/extra/get_issues.py:18

pkgs/python/[email protected]/scripts/update-plugin-list.py:94

pkgs/python/[email protected]/scripts/update-plugin-list.py:96

low egress — Hardcoded external endpoint. Review what data is sent to this destination. 2 locations

pkgs/python/[email protected]/scripts/update-plugin-list.py:109

pkgs/python/[email protected]/src/_pytest/pastebin.py:91

pytest-xdist

python dependency

expand_more 26 low-confidence finding(s)

low env_fs — Environment-variable access. 7 locations

pkgs/python/[email protected]/src/xdist/plugin.py:17

pkgs/python/[email protected]/src/xdist/plugin.py:42

pkgs/python/[email protected]/src/xdist/remote.py:410

pkgs/python/[email protected]/src/xdist/remote.py:411

pkgs/python/[email protected]/src/xdist/remote.py:416

pkgs/python/[email protected]/src/xdist/remote.py:417

pkgs/python/[email protected]/src/xdist/remote.py:418

low env_fs — Filesystem access. 19 locations

pkgs/python/[email protected]/testing/acceptance_test.py:261

pkgs/python/[email protected]/testing/acceptance_test.py:592

pkgs/python/[email protected]/testing/acceptance_test.py:1071

pkgs/python/[email protected]/testing/acceptance_test.py:1096

pkgs/python/[email protected]/testing/test_looponfail.py:25

pkgs/python/[email protected]/testing/test_looponfail.py:29

pkgs/python/[email protected]/testing/test_looponfail.py:97

pkgs/python/[email protected]/testing/test_looponfail.py:129

pkgs/python/[email protected]/testing/test_looponfail.py:148

pkgs/python/[email protected]/testing/test_looponfail.py:197

pkgs/python/[email protected]/testing/test_looponfail.py:242

pkgs/python/[email protected]/testing/test_looponfail.py:270

pkgs/python/[email protected]/testing/test_looponfail.py:304

pkgs/python/[email protected]/testing/test_looponfail.py:365

pkgs/python/[email protected]/testing/test_workermanage.py:184

pkgs/python/[email protected]/testing/test_workermanage.py:197

pkgs/python/[email protected]/testing/test_workermanage.py:285

pkgs/python/[email protected]/testing/test_workermanage.py:318

pkgs/python/[email protected]/testing/test_workermanage.py:347

python-dotenv

python dependency

expand_more 11 low-confidence finding(s)

low env_fs — Filesystem access. 3 locations

pkgs/python/[email protected]/src/dotenv/cli.py:76

pkgs/python/[email protected]/src/dotenv/main.py:63

pkgs/python/[email protected]/src/dotenv/main.py:148

low env_fs — Environment-variable access. 8 locations

pkgs/python/[email protected]/src/dotenv/cli.py:194

pkgs/python/[email protected]/src/dotenv/cli.py:225

pkgs/python/[email protected]/src/dotenv/main.py:26

pkgs/python/[email protected]/src/dotenv/main.py:28

pkgs/python/[email protected]/src/dotenv/main.py:105

pkgs/python/[email protected]/src/dotenv/main.py:108

pkgs/python/[email protected]/src/dotenv/main.py:302

pkgs/python/[email protected]/src/dotenv/main.py:306

rank_bm25

python dependency

expand_more 1 low-confidence finding(s)

low env_fs dependency Excluded from app score #7537d321a418739e capability detected · no path traced — Filesystem access.

pkgs/python/[email protected]/setup.py:12

    with io.open(os.path.join(here, 'README.md'), encoding='utf-8') 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.

rouge_score

python dependency

expand_more 16 low-confidence finding(s)

low env_fs — Filesystem access. 16 locations

pkgs/python/[email protected]/rouge_score/create_pyrouge_files.py:50

pkgs/python/[email protected]/rouge_score/create_pyrouge_files.py:52

pkgs/python/[email protected]/rouge_score/create_pyrouge_files.py:58

pkgs/python/[email protected]/rouge_score/create_pyrouge_files.py:72

pkgs/python/[email protected]/rouge_score/io.py:73

pkgs/python/[email protected]/rouge_score/io_test.py:40

pkgs/python/[email protected]/rouge_score/io_test.py:54

pkgs/python/[email protected]/rouge_score/io_test.py:71

pkgs/python/[email protected]/rouge_score/rouge_scorer_test.py:40

pkgs/python/[email protected]/rouge_score/rouge_scorer_test.py:42

pkgs/python/[email protected]/rouge_score/rouge_scorer_test.py:295

pkgs/python/[email protected]/rouge_score/rouge_scorer_test.py:297

pkgs/python/[email protected]/rouge_score/scoring_test.py:49

pkgs/python/[email protected]/rouge_score/scoring_test.py:51

pkgs/python/[email protected]/rouge_score/test_util.py:39

pkgs/python/[email protected]/setup.py:31

ruff

python dependency

expand_more 10 low-confidence finding(s)

low env_fs — Filesystem access. 10 locations

pkgs/python/[email protected]/crates/ruff_python_ast/generate.py:1171

pkgs/python/[email protected]/crates/ruff_python_formatter/generate.py:24

pkgs/python/[email protected]/crates/ruff_python_formatter/generate.py:118

pkgs/python/[email protected]/crates/ruff_python_formatter/generate.py:176

pkgs/python/[email protected]/crates/ruff_python_parser/resources/inline/err/debug_shadow_with.py:1

pkgs/python/[email protected]/crates/ruff_python_parser/resources/inline/ok/single_parenthesized_item_context_manager_py38.py:2

pkgs/python/[email protected]/crates/ruff_python_parser/resources/inline/ok/single_parenthesized_item_context_manager_py38.py:4

pkgs/python/[email protected]/crates/ruff_python_parser/resources/valid/statement/ambiguous_lpar_with_items.py:61

pkgs/python/[email protected]/crates/ruff_python_parser/resources/valid/statement/with.py:13

pkgs/python/[email protected]/crates/ruff_python_parser/resources/valid/statement/with.py:14

sacrebleu

python dependency

expand_more 14 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. 2 locations

pkgs/python/[email protected]/sacrebleu/dataset/__main__.py:29

pkgs/python/[email protected]/sacrebleu/utils.py:430

low env_fs — Environment-variable access. 6 locations

pkgs/python/[email protected]/sacrebleu/sacrebleu.py:210

pkgs/python/[email protected]/sacrebleu/sacrebleu.py:211

pkgs/python/[email protected]/sacrebleu/sacrebleu.py:228

pkgs/python/[email protected]/sacrebleu/significance.py:72

pkgs/python/[email protected]/sacrebleu/significance.py:322

pkgs/python/[email protected]/sacrebleu/utils.py:26

low env_fs — Filesystem access. 6 locations

pkgs/python/[email protected]/sacrebleu/sacrebleu.py:225

pkgs/python/[email protected]/sacrebleu/sacrebleu.py:226

pkgs/python/[email protected]/sacrebleu/utils.py:252

pkgs/python/[email protected]/sacrebleu/utils.py:399

pkgs/python/[email protected]/sacrebleu/utils.py:430

pkgs/python/[email protected]/scripts/perf_test.py:48

scikit-network

python dependency

expand_more 14 low-confidence finding(s)

low env_fs — Environment-variable access. 3 locations

pkgs/python/[email protected]/setup.py:76

pkgs/python/[email protected]/setup.py:85

pkgs/python/[email protected]/sknetwork/data/load.py:55

low env_fs — Filesystem access. 11 locations

pkgs/python/[email protected]/sknetwork/data/load.py:158

pkgs/python/[email protected]/sknetwork/data/load.py:187

pkgs/python/[email protected]/sknetwork/data/load.py:221

pkgs/python/[email protected]/sknetwork/data/parse.py:325

pkgs/python/[email protected]/sknetwork/data/parse.py:376

pkgs/python/[email protected]/sknetwork/data/parse.py:417

pkgs/python/[email protected]/sknetwork/data/parse.py:426

pkgs/python/[email protected]/sknetwork/data/parse.py:440

pkgs/python/[email protected]/sknetwork/visualization/dendrograms.py:226

pkgs/python/[email protected]/sknetwork/visualization/graphs.py:566

pkgs/python/[email protected]/sknetwork/visualization/graphs.py:819

sentence-transformers

python dependency

expand_more 58 low-confidence finding(s)

low env_fs — Environment-variable access. 7 locations

pkgs/python/[email protected]/sentence_transformers/__init__.py:45

pkgs/python/[email protected]/sentence_transformers/__init__.py:46

pkgs/python/[email protected]/sentence_transformers/base/model.py:182

pkgs/python/[email protected]/sentence_transformers/base/trainer.py:295

pkgs/python/[email protected]/sentence_transformers/base/trainer.py:299

pkgs/python/[email protected]/sentence_transformers/util/environment.py:62

pkgs/python/[email protected]/sentence_transformers/util/environment.py:63

low env_fs — Filesystem access. 51 locations

pkgs/python/[email protected]/sentence_transformers/backend/load.py:155

pkgs/python/[email protected]/sentence_transformers/base/model.py:634

pkgs/python/[email protected]/sentence_transformers/base/model.py:679

pkgs/python/[email protected]/sentence_transformers/base/model.py:771

pkgs/python/[email protected]/sentence_transformers/base/model.py:1076

pkgs/python/[email protected]/sentence_transformers/base/model.py:1110

pkgs/python/[email protected]/sentence_transformers/base/model.py:1124

pkgs/python/[email protected]/sentence_transformers/base/model.py:1318

pkgs/python/[email protected]/sentence_transformers/base/modules/module.py:211

pkgs/python/[email protected]/sentence_transformers/base/modules/module.py:406

pkgs/python/[email protected]/sentence_transformers/base/modules/router.py:567

pkgs/python/[email protected]/sentence_transformers/base/trainer.py:1037

pkgs/python/[email protected]/sentence_transformers/cross_encoder/evaluation/classification.py:180

pkgs/python/[email protected]/sentence_transformers/cross_encoder/evaluation/correlation.py:129

pkgs/python/[email protected]/sentence_transformers/cross_encoder/evaluation/nano_beir.py:283

pkgs/python/[email protected]/sentence_transformers/cross_encoder/evaluation/nano_beir.py:288

pkgs/python/[email protected]/sentence_transformers/cross_encoder/evaluation/reranking.py:301

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/datasets/parallel_sentences.py:96

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/binary_classification.py:195

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/binary_classification.py:200

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/embedding_similarity.py:207

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/information_retrieval.py:250

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/information_retrieval.py:255

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/information_retrieval.py:388

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/label_accuracy.py:84

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/label_accuracy.py:89

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/mse.py:122

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/mse_from_dataframe.py:110

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/nano_beir.py:353

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/nano_beir.py:358

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/paraphrase_mining.py:224

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/paraphrase_mining.py:229

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/reranking.py:186

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/translation.py:157

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/triplet.py:220

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/evaluation/triplet.py:226

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/modules/tokenizer/phrase.py:105

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/modules/tokenizer/phrase.py:119

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/modules/tokenizer/whitespace.py:63

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/modules/tokenizer/whitespace.py:75

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/modules/word_embeddings.py:162

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/readers/label_sentence.py:35

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/readers/paired_files.py:30

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/readers/sts_data.py:54

pkgs/python/[email protected]/sentence_transformers/sentence_transformer/readers/triplet.py:44

pkgs/python/[email protected]/sentence_transformers/sparse_encoder/evaluation/reciprocal_rank_fusion.py:287

pkgs/python/[email protected]/sentence_transformers/sparse_encoder/evaluation/reciprocal_rank_fusion.py:311

pkgs/python/[email protected]/sentence_transformers/sparse_encoder/modules/sparse_static_embedding.py:143

pkgs/python/[email protected]/sentence_transformers/util/file_io.py:243

pkgs/python/[email protected]/sentence_transformers/util/misc.py:201

pkgs/python/[email protected]/sentence_transformers/util/misc.py:210

tiktoken

python dependency

expand_more 16 low-confidence finding(s)

low env_fs — Environment-variable access. 5 locations

pkgs/python/[email protected]/scripts/benchmark.py:16

pkgs/python/[email protected]/tiktoken/load.py:37

pkgs/python/[email protected]/tiktoken/load.py:38

pkgs/python/[email protected]/tiktoken/load.py:39

pkgs/python/[email protected]/tiktoken/load.py:40

low env_fs — Filesystem access. 8 locations

pkgs/python/[email protected]/scripts/redact.py:11

pkgs/python/[email protected]/scripts/redact.py:35

pkgs/python/[email protected]/scripts/wheel_download.py:35

pkgs/python/[email protected]/tiktoken/_educational.py:212

pkgs/python/[email protected]/tiktoken/load.py:10

pkgs/python/[email protected]/tiktoken/load.py:27

pkgs/python/[email protected]/tiktoken/load.py:55

pkgs/python/[email protected]/tiktoken/load.py:78

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]/scripts/wheel_download.py:13

pkgs/python/[email protected]/scripts/wheel_download.py:31

pkgs/python/[email protected]/tiktoken/load.py:17

tqdm

python dependency

expand_more 20 low-confidence finding(s)

low env_fs — Filesystem access. 10 locations

pkgs/python/[email protected]/.meta/mkcompletion.py:59

pkgs/python/[email protected]/.meta/mkdocs.py:51

pkgs/python/[email protected]/.meta/mkdocs.py:93

pkgs/python/[email protected]/.meta/mkdocs.py:104

pkgs/python/[email protected]/.meta/mksnap.py:65

pkgs/python/[email protected]/examples/7zx.py:82

pkgs/python/[email protected]/examples/tqdm_requests.py:31

pkgs/python/[email protected]/examples/tqdm_requests.py:44

pkgs/python/[email protected]/examples/tqdm_wget.py:106

pkgs/python/[email protected]/tqdm/cli.py:270

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]/examples/tqdm_requests.py:30

pkgs/python/[email protected]/examples/tqdm_requests.py:42

pkgs/python/[email protected]/examples/tqdm_wget.py:105

pkgs/python/[email protected]/tqdm/contrib/discord.py:45

pkgs/python/[email protected]/tqdm/contrib/telegram.py:42

low env_fs — Environment-variable access. 5 locations

pkgs/python/[email protected]/tqdm/autonotebook.py:15

pkgs/python/[email protected]/tqdm/contrib/bells.py:17

pkgs/python/[email protected]/tqdm/contrib/bells.py:19

pkgs/python/[email protected]/tqdm/contrib/bells.py:21

pkgs/python/[email protected]/tqdm/utils.py:50

Skipped dependencies

Production

instructor prod — sdist exceeds byte cap
pillow prod — sdist exceeds byte cap
langchain-community prod — sdist exceeds byte cap
rapidfuzz prod — sdist exceeds byte cap
llama_index prod — no python source in sdist
dspy-ai prod — no python source in sdist
llama-index prod — no python source in sdist

verified_user No application data leak found

App Privacy Score

bar_chart Score Breakdown

list Scan Summary

swap_horiz Application data flows

</> First-Party Code

first-party (python)

first-party (python): examples

</> Dependencies

mlflow

langfuse

r2r

haystack-ai

rich

transformers

typer

GitPython

appdirs

datacompy

datasets

diskcache

google-api-python-client

google-auth

google-auth-oauthlib

httpx

huggingface_hub

langchain

langchain-core

langchain_openai

llama-index-llms-google-genai

nbmake

networkx

nltk

numpy

oci

openai

openai-agents

pandas

pre-commit

pydantic

pyright

pytest

pytest-xdist

python-dotenv

rank_bm25

rouge_score

ruff

sacrebleu

scikit-network

sentence-transformers

tiktoken

tqdm

Skipped dependencies