Outputs Distributing Workloads 2. Reproducibility Data Versioning Reproducibility For Developers Reproducibility For Developers For the Team Reproducibility For Developers For the Team For Production Back Models 3. Clarity / Organizational Trust 4. Automation (CI/CD) Summary 1. Autonomy 2. Reproducibility 3. Data Provenance 4. Automation Demo Demo Demo Demo Demo Contact Me Twitter: @samkreter

Works github.com/GoogleContainerTools/jib Pure Java Speed What benefits do we get from Jib Reproducibility github.com/GoogleContainerTools/jib Pure Java github.com/GoogleContainerTools/jib A container Docker github.com/GoogleContainerTools/jib Jib vs Docker github.com/GoogleContainerTools/jib Reproducibility github.com/GoogleContainerTools/jib Why reproducible ? Version Control Reduce variation

预先计划？ 动态平衡 evolvability accessibility reliability repeatability accountability extensibility reproducibility accuracy failure transparency resilience adaptability fault-tolerance responsiveness administrability

flag -trimpath removes all file system paths from the compiled executable, to improve build reproducibility. plugin的使⽤中需要注意 关于--trimpath选项 31 趣链科技 版权所有 ©2016-2021 31 趣链科技 版权所有 ©2016-2021 31 趣链科技 版权所有

generators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1088 80 Reproducibility 1091 81 SHA 1093 82 序列化 1095 83 共享数组 1097 84 套接字 1099 85 稀疏数组 1105 85.1 压缩稀疏列 (CSC) 稀疏矩阵存储 word size (Int32 or Int64) as well as path separator differences (/ or \) will also affect the reproducibility of some doctests. Note that whitespace in your doctest is significant! The doctest will fail non-mutating array method of rand will automatically call this specialization internally. Chapter 80 Reproducibility By using an RNG parameter initialized with a given seed, you can reproduce the same pseudorandom