boltons/README.md

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# Boltons
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*boltons should be builtins.*
<a href="https://boltons.readthedocs.io/en/latest/"><img src="https://img.shields.io/badge/docs-latest-brightgreen.svg?style=flat"></a>
<a href="https://pypi.python.org/pypi/boltons"><img src="https://img.shields.io/pypi/v/boltons.svg"></a>
<a href="https://anaconda.org/conda-forge/boltons"><img src="https://img.shields.io/conda/vn/conda-forge/boltons.svg"></a>
<a href="https://pypi.python.org/pypi/boltons"><img src="https://img.shields.io/pypi/pyversions/boltons.svg"></a>
<a href="http://calver.org"><img src="https://img.shields.io/badge/calver-YY.MINOR.MICRO-22bfda.svg"></a>
**Boltons** is a set of over 220 BSD-licensed, pure-Python utilities
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in the same spirit as — and yet conspicuously missing from —
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[the standard library][stdlib], including:
* [Atomic file saving][atomic], bolted on with [fileutils][fileutils]
* A highly-optimized [OrderedMultiDict][omd], in [dictutils][dictutils]
* *Two* types of [PriorityQueue][pq], in [queueutils][queueutils]
* [Chunked][chunked] and [windowed][windowed] iteration, in [iterutils][iterutils]
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* Recursive data structure [iteration and merging][remap], with [iterutils.remap][iterutils.remap]
* Exponential backoff functionality, including jitter, through [iterutils.backoff][iterutils.backoff]
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* A full-featured [TracebackInfo][tbinfo] type, for representing stack traces,
in [tbutils][tbutils]
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**[Full and extensive docs are available on Read The Docs.][rtd]** See
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what's new [by checking the CHANGELOG][changelog].
Boltons is tested against Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6,
3.7-dev (aka _nightly_), and PyPy.
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[stdlib]: https://docs.python.org/2.7/library/index.html
[rtd]: https://boltons.readthedocs.org/en/latest/
[changelog]: https://github.com/mahmoud/boltons/blob/master/CHANGELOG.md
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[atomic]: https://boltons.readthedocs.org/en/latest/fileutils.html#boltons.fileutils.atomic_save
[omd]: https://boltons.readthedocs.org/en/latest/dictutils.html#boltons.dictutils.OrderedMultiDict
[pq]: https://boltons.readthedocs.org/en/latest/queueutils.html#boltons.queueutils.PriorityQueue
[chunked]: https://boltons.readthedocs.org/en/latest/iterutils.html#boltons.iterutils.chunked
[windowed]: https://boltons.readthedocs.org/en/latest/iterutils.html#boltons.iterutils.windowed
[tbinfo]: https://boltons.readthedocs.org/en/latest/tbutils.html#boltons.tbutils.TracebackInfo
[fileutils]: https://boltons.readthedocs.org/en/latest/fileutils.html#module-boltons.fileutils
[ioutils]: https://boltons.readthedocs.org/en/latest/ioutils.html#module-boltons.ioutils
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[dictutils]: https://boltons.readthedocs.org/en/latest/dictutils.html#module-boltons.dictutils
[queueutils]: https://boltons.readthedocs.org/en/latest/queueutils.html#module-boltons.queueutils
[iterutils]: https://boltons.readthedocs.org/en/latest/iterutils.html#module-boltons.iterutils
[iterutils.remap]: http://boltons.readthedocs.org/en/latest/iterutils.html#boltons.iterutils.remap
[iterutils.backoff]: http://boltons.readthedocs.org/en/latest/iterutils.html#boltons.iterutils.backoff
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[tbutils]: https://boltons.readthedocs.org/en/latest/tbutils.html#module-boltons.tbutils
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[remap]: http://sedimental.org/remap.html
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## Installation
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Boltons can be added to a project in a few ways. There's the obvious one:
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```
pip install boltons
```
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Then, [thanks to PyPI][boltons_pypi], dozens of boltons are just an import away:
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```python
from boltons.cacheutils import LRU
my_cache = LRU()
```
However, due to the nature of utilities, application developers might
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want to consider other options, including vendorization of individual
modules into a project. Boltons is pure-Python and has no
dependencies. If the whole project is too big, each module is
independent, and can be copied directly into a project. See the
[Integration][integration] section of the docs for more details.
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[boltons_pypi]: https://pypi.python.org/pypi/boltons
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[integration]: https://boltons.readthedocs.org/en/latest/architecture.html#integration
## Third-party packages
The majority of boltons strive to be "good enough" for a wide range of
basic uses, leaving advanced use cases to Python's [myriad specialized
3rd-party libraries][pypi]. In many cases the respective ``boltons`` module
will describe 3rd-party alternatives worth investigating when use
cases outgrow `boltons`. If you've found a natural "next-step"
library worth mentioning, see the next section!
[pypi]: https://pypi.python.org/pypi
## Gaps
Found something missing in the standard library that should be in
`boltons`? Found something missing in `boltons`? First, take a
moment to read the very brief [architecture statement][architecture] to make
sure the functionality would be a good fit.
Then, if you are very motivated, submit [a Pull Request][prs]. Otherwise,
submit a short feature request on [the Issues page][issues], and we will
figure something out.
[architecture]: https://boltons.readthedocs.org/en/latest/architecture.html
[issues]: https://github.com/mahmoud/boltons/issues
[prs]: https://github.com/mahmoud/boltons/pulls