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98 lines
3.2 KiB
ReStructuredText
98 lines
3.2 KiB
ReStructuredText
MPDStats Plugin
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================
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``mpdstats`` is a plugin for beets that collects statistics about your listening
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habits from `MPD`_. It collects the following information about tracks:
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* play_count: The number of times you *fully* listened to this track.
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* skip_count: The number of times you *skipped* this track.
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* last_played: UNIX timestamp when you last played this track.
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* rating: A rating based on *play_count* and *skip_count*.
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.. _MPD: http://www.musicpd.org/
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Installing Dependencies
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-----------------------
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This plugin requires the python-mpd2 library in order to talk to the MPD
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server.
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Install the library from `pip`_, like so::
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$ pip install python-mpd2
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Add the ``mpdstats`` plugin to your configuration (see :ref:`using-plugins`).
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.. _pip: http://www.pip-installer.org/
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Usage
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-----
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Use the ``mpdstats`` command to fire it up::
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$ beet mpdstats
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Configuration
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-------------
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To configure the plugin, make an ``mpd:`` section in your
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configuration file. The available options are:
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- **host**: The MPD server hostname.
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Default: ``localhost``.
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- **port**: The MPD server port.
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Default: 6600.
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- **password**: The MPD server password.
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Default: None.
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- **music_directory**: If your MPD library is at a different location from the
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beets library (e.g., because one is mounted on a NFS share), specify the path
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here.
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Default: The beets library directory.
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- **rating**: Enable rating updates.
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Default: ``yes``.
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- **rating_mix**: Tune the way rating is calculated (see below).
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Default: 0.75.
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A Word on Ratings
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-----------------
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Ratings are calculated based on the *play_count*, *skip_count* and the last
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*action* (play or skip). It consists in one part of a *stable_rating* and in
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another part on a *rolling_rating*. The *stable_rating* is calculated like
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this::
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stable_rating = (play_count + 1.0) / (play_count + skip_count + 2.0)
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So if the *play_count* equals the *skip_count*, the *stable_rating* is always
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0.5. More *play_counts* adjust the rating up to 1.0. More *skip_counts*
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adjust it down to 0.0. One of the disadvantages of this rating system, is
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that it doesn't really cover *recent developments*. e.g. a song that you
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loved last year and played over 50 times will keep a high rating even if you
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skipped it the last 10 times. That's were the *rolling_rating* comes in.
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If a song has been fully played, the *rolling_rating* is calculated like
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this::
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rolling_rating = old_rating + (1.0 - old_rating) / 2.0
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If a song has been skipped, like this::
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rolling_rating = old_rating - old_rating / 2.0
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So *rolling_rating* adapts pretty fast to *recent developments*. But it's too
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fast. Taking the example from above, your old favorite with 50 plays will get
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a negative rating (<0.5) the first time you skip it. Also not good.
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To take the best of both worlds, we mix the ratings together with the
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``rating_mix`` factor. A ``rating_mix`` of 0.0 means all
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*rolling* and 1.0 means all *stable*. We found 0.75 to be a good compromise,
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but fell free to play with that.
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Warning
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-------
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This has only been tested with MPD versions >= 0.16. It may not work
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on older versions. If that is the case, please report an `issue`_.
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.. _issue: https://github.com/sampsyo/beets/issues
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