justbytes 0.15

Practical Computing with Address Ranges

When computing with address ranges, the numeric value can be viewed as a logical, rather than a physical, quantity. That is, unlike, e.g., mass or length, which are quantities which must be measured with a measuring instrument which has some built-in imprecision, an address range is a quantity that is not measured, but is known precisely. This precision arises because the number represents not as much an amount of memory as a number of addressable, byte-size, locations in memory.

Consequently, computations such as addition of two Ranges, and conversion between different magnitudes of bytes, i.e., from MiB to GiB, must be done precisely. The underlying implementation must therefore use a precise representation of the number of bytes. Floating point numbers, which are frequently the preferred type for the representation of physical quantities, are disallowed by this requirement.

Operations

This module does not accomodate multi-dimensionality of address ranges. Consequently, multiplying one Range object by another Range object will cause an error to be raised, since bytes^2 is not representable by the module. For most uses any operation which would yield a multi-dimensional quantity is not useful. There are no plans to adapt this package so that it can accomodate multi-dimensionality of address ranges.

Numerous computations with address ranges are nonsensical. For example, 2 raised to a power which is some address range, is a meaningless computation. All such operations cause an error to be raised.

Some computations with precise, finite, values may yield irrational results. For example, while 2 is rational, its square root is an irrational number. There is no allowed operation on Range objects which can result in an irrational Range value. It turns out that all such operations are either nonsensical or would result in a value with an unrepresentable type.

The result type of operations is a Range, where appropriate, or a subtype of Rational, where a numeric value is appropriate.

Floating Point Numbers

It is not possible to use floating point numbers or Decimal in computations with Ranges. Where a fractional quantity is desired, use Fraction objects. Thus, Range(0) * 1.2 and Range(0) * Decimal(“1.2”) raise an exception, but Range(0) * Fraction(“1.2”) is acceptable.

Computing the Representation of a Range

The representation of a Range is computed according to a specified configuration. In the default configuration, the representation uses IEC rather than SI units.

The representation of a Range is not a string, but a structured representation of the precise value, as well as the relationship of the representation to the actual value.

This representation is exposed to clients of the library, which may use it in any way.

Displaying Ranges

The Range class also has standard methods for the representation of Range objects as str objects.

The str representation can also be configured. The manipulation of the representation to form a str object is abstracted from the rest of the source to emphasize that clients of the package may choose to represent address ranges in any manner they choose.

Representing Units

The size module supplies a set of named prefixes for both SI and binary units, for all non-fractional prefixes. Fractional prefixes are not defined.

Constructing Ranges Programatically

New Range objects can be constructed from Range objects, numeric values, e.g., int or Fraction, or strings which represent such numeric values. strings may be used to represent fractional quantities, e.g., “1.2”, but floats and Decimals are disallowed.

The constructor takes an optional units specifier, which defaults to bytes for all numeric values, and to None for Range objects. The type of the unit specifier is a named prefix supplied by the size module or a Range object.

Errors

All errors raised by justbytes operations are subtypes of the RangeError class.

Memory Consumption and Bandwidth vs. Address Ranges

Memory consumption, e.g., by a process during execution on a specified workload, is a quantity, that like address ranges, is specified in bytes. However, memory consumption is simply a measurement of the amount of a phsyical quantity consumed. When bytes are used only to represent memory consumption, computations do not generally require the special handling supplied by this library. Generally, measurement of memory consumption can be treated like any other physical quantity. The same reasoning applies to bandwidth. For a physical analogy, one can imagine memory consumption to be analogous to volume, e.g., litres, and bandwidth to be analogous to flow, e.g., litres per minute.

User Input

This package does not handle arbitrary user input. It is expected that the client will transform any input, from whatever source, into a number and an optional unit specification which can be passed directly to the Range constructor.

Alternative Packages

If you are interested in computing in Python with physical, rather than logical, quantities, you should consult the pint package: http://pint.readthedocs.org.

Packaging

Downstream packagers, if incorporating testing into their packaging, are encouraged to use only the tests in the test_deterministic module, to avoid testing failures that may arise due to the non-deterministic behavior of Hypothesis tests.