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  2. Universally unique identifier - Wikipedia

    en.wikipedia.org/wiki/Universally_unique_identifier

    As in other UUIDs, 4 bits are used to indicate version 4, and 2 or 3 bits to indicate the variant (10 2 or 110 2 for variants 1 and 2 respectively). Thus, for variant 1 (that is, most UUIDs) a random version 4 UUID will have 6 predetermined variant and version bits, leaving 122 bits for the randomly generated part, for a total of 2 122 , or 5.3 ...

  3. Unique identifier - Wikipedia

    en.wikipedia.org/wiki/Unique_identifier

    The above methods can be combined, hierarchically or singly, to create other generation schemes which guarantee uniqueness. [2] In many cases, a single object may have more than one unique identifier, each of which identifies it for a different purpose.

  4. tox (Python testing wrapper) - Wikipedia

    en.wikipedia.org/wiki/Tox_(Python_testing_wrapper)

    [1] [2] Its use began to become popular in the Python community from around 2015. [3] tox acts a wrapper for both virtual environments and test automation tools, to simplify the consistent testing of Python code across a range of environments. [4] It integrates the use of a virtualisation tool, such as virtualenv, with a test script such as ...

  5. Software reliability testing - Wikipedia

    en.wikipedia.org/wiki/Software_reliability_testing

    If the restrictions are on operation time or if the focus is on first point for improvement, then one can apply compressed time accelerations to reduce the testing time. If the focus is on calendar time (i.e. if there are predefined deadlines), then intensified stress testing is used. [2] [4]

  6. Training, validation, and test data sets - Wikipedia

    en.wikipedia.org/wiki/Training,_validation,_and...

    A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]

  7. Python (programming language) - Wikipedia

    en.wikipedia.org/wiki/Python_(programming_language)

    IronPython allows running Python 2.7 programs (and an alpha, released in 2021, is also available for "Python 3.4, although features and behaviors from later versions may be included" [170]) on the .NET Common Language Runtime. [171] Jython compiles Python 2.7 to Java bytecode, allowing the use of the Java libraries from a Python program. [172]

  8. pytest - Wikipedia

    en.wikipedia.org/wiki/Pytest

    Pytest is a Python testing framework that originated from the PyPy project. It can be used to write various types of software tests, including unit tests, integration tests, end-to-end tests, and functional tests. Its features include parametrized testing, fixtures, and assert re-writing.

  9. Talk:Universally unique identifier - Wikipedia

    en.wikipedia.org/wiki/Talk:Universally_unique...

    A properly written Version 4 UUID generator --such as, for example, the randomUUID() function supported by most web browsers --*should* be creating UUIDs of all 4 kinds (8, 9, a, or b in the high hex digit of octet 8) in approximately equal numbers. Version 4 UUIDs all have a few bits hard-wired in order to indicate that they *are* Version 4 UUIDs.