Cameron created SPARK-53745:
-------------------------------

             Summary: Update Python mlflow to 3.1.0
                 Key: SPARK-53745
                 URL: https://issues.apache.org/jira/browse/SPARK-53745
             Project: Spark
          Issue Type: Dependency upgrade
          Components: Tests
    Affects Versions: 4.1.0
            Reporter: Cameron
             Fix For: 4.1.0


Mlflow 2.3.1 contains the following vulnerabilities:
 * CVE-2023-6909 : 8.7 Severity
 * CVE-2023-6831 : 10.0 Severity
 * CVE-2023-6568 : 6.5 Severity
 * CVE-2023-4033 : 8.8 Severity
 * CVE-2023-6709 : 8.8 Severity
 * CVE-2023-3765 : 10.0 Severity
 * CVE-2023-6753 : 8.8 Severity
 * CVE-2024-27134 : 7.3 Severity
 * CVE-2024-0520 : 10.0 Severity
 * CVE-2024-27132 : 9.6 Severity
 * CVE-2024-27133 : 9.6 Severity
 * CVE-2024-2928 : 7.5 Severity
 * CVE-2024-3573 : 9.3 Severity
 * CVE-2024-3848 : 7.5 Severity
 * CVE-2025-1474 : 5.5 Severity
 * CVE-2025-52967 : 5.8 Severity
 * CVE-2023-6014 : 9.1 Severity
 * CVE-2024-8859 : 7.5 Severity
 * CVE-2023-6974 : 9.8 Severity
 * CVE-2023-6018 : 10.0 Severity
 * CVE-2024-3099 : 5.4 Severity
 * CVE-2023-6015 : 10.0 Severity
 * CVE-2024-1483 : 7.5 Severity
 * CVE-2023-6975 : 9.8 Severity
 * CVE-2023-6940 : 8.8 Severity
 * CVE-2024-1558 : 7.5 Severity
 * CVE-2024-4263 : 5.4 Severity
 * CVE-2023-6977 : 7.5 Severity
 * CVE-2023-43472 : 7.5 Severity
 * CVE-2023-6976 : 8.8 Severity



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