Collectors Monitor your (SimPy) simulation models or other objects and collect data from them
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Python library objects simulation models simulation models SimPy simulation

Collectors Description

Monitor your (SimPy) simulation models or other objects and collect data from them The Collectors module was initially developed to monitor SimPy simulation models but it can also be used to monitor any Python objects and collect data from them.Our main development goals were:* Ease of use (simple API, little typing)* Memory and CPU efficiency- No impact on simulation speed if you don’t use it.- As little impact as possible if you use it.* Flexibility and easy extensibility* Separation of data collection and data analysisSimple usage example: >>> class Spam(object): ... a = 1 ... b = 2 ... >>> spam = Spam() >>> >>> # Create and configure the collector >>> col = Collector( ... ('a', lambda: spam.a), ... ('b', lambda: self.b) ... ) >>> >>> # Collect all monitored variables (spam.a and spam.b) >>> col() >>> spam.a, spam.b = 3, 4 >>> col() >>> >>> # Get the collector’s data >>> col (, ) >>> # You can also access it's elements by their name ... >>> col.a >>> # ... or by their index >>> col Requirements:Collectors has only been tested with Python 2.6 but older versions should also work. Python 3.0 might also work; if not, we’ll put it on our schedule.Installation:The easiest way to install Collectors is via PIP or distribute:pip install Collectorsoreasy_install CollectorsIf you downloaded the archive, execute:python setup.py installAnd finally, if you checked out the repository and always want to use the newest version, type:pip install -e path/to/Collectorsorpip install -e https+hg://bitbucket.org/scherfke/collectors/Usage:The Documentation can be found in the docs/ directory or online. Requirements: · Python

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