[![Reproducible Builds](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/jvm-repo-rebuild/reproducible-central/master/content/org/apache/maven/maven/badge.json)](https://github.com/jvm-repo-rebuild/reproducible-central/blob/master/content/org/apache/maven/maven/README.md)

  @BeforeExperiment
  public void setUp() {
    // precalculate some random strings of ascii characters.
    StringBuilder sb = new StringBuilder();
    Random random = new Random(0xdeadbeef); // for unpredictable but reproducible behavior
    sb.ensureCapacity(size);
    for (int k = 0; k < size; k++) {
      // [9-127) includes all ascii non-control characters
      sb.append((char) (random.nextInt(127 - 9) + 9));
    }

## Managing hermetic Python

To make sure that TensorFlow's build is reproducible, behaves uniformly across
supported platforms (Linux, Windows, MacOS) and is properly isolated from
specifics of a local system, we rely on hermetic Python (see
[rules_python](https://github.com/bazelbuild/rules_python)) for all build
and test commands executed via Bazel. This means that your system Python
installation will be ignored during the build and Python interpreter itself

// and its subdirectories, with no compression, suitable for package time.
//
// Usage:
//
//	go run ../../mkzip.go ../../zoneinfo.zip
//
// We use this program instead of 'zip -0 -r ../../zoneinfo.zip *' to get
// a reproducible generator that does not depend on which version of the
// external zip tool is used or the ordering of file names in a directory
// or the current time.
package main

import (
	"archive/zip"
	"bytes"
	"flag"

  @BeforeExperiment
  public void setUp() {
    charset = Charset.forName(charsetName);
    StringBuilder sb = new StringBuilder();
    Random random = new Random(0xdeadbeef); // for unpredictable but reproducible behavior
    sb.ensureCapacity(size);
    for (int k = 0; k < size; k++) {
      // [9-127) includes all ascii non-control characters
      sb.append((char) (random.nextInt(127 - 9) + 9));
    }

* Puedes pedirles que proporcionen un <a href="https://stackoverflow.com/help/minimal-reproducible-example" class="external-link" target="_blank">ejemplo mínimo, reproducible</a>, que puedas **copiar-pegar** y ejecutar localmente para ver el mismo error o comportamiento que están viendo, o para entender mejor su caso de uso.

In many cases they will only copy a fragment of the code, but that's not enough to **reproduce the problem**.

* You can ask them to provide a <a href="https://stackoverflow.com/help/minimal-reproducible-example" class="external-link" target="_blank">minimal, reproducible, example</a>, that you can **copy-paste** and run locally to see the same error or behavior they are seeing, or to understand their use case better.

И во многих случаях будет предоставлен только фрагмент этого кода, которого недостаточно для **воспроизведения проблемы**.

* Попросите предоставить <a href="https://stackoverflow.com/help/minimal-reproducible-example" class="external-link" target="_blank">минимальный воспроизводимый пример</a>, который можно **скопировать** и запустить локально дабы увидеть такую же ошибку, или поведение, или лучше понять обстоятельства случая.

* 🚥 👆 💪 🚫 🤔 ❔, 💭 🌖 **ℹ**.

### 🔬 ⚠

🌅 💼 & 🏆 ❔ 📤 🕳 🔗 👨‍💼 **⏮️ 📟**.

📚 💼 👫 🔜 🕴 📁 🧬 📟, ✋️ 👈 🚫 🥃 **🔬 ⚠**.

* 👆 💪 💭 👫 🚚 <a href="https://stackoverflow.com/help/minimal-reproducible-example" class="external-link" target="_blank">⭐, 🔬, 🖼</a>, 👈 👆 💪 **📁-📋** &amp; 🏃 🌐 👀 🎏 ❌ ⚖️ 🎭 👫 👀, ⚖️ 🤔 👫 ⚙️ 💼 👍.

Często pytający umieszczają tylko fragment kodu, niewystarczający do **odtworzenia problemu**.