Python implementation, fist cut
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# -*- coding: utf-8 -*-
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#
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# message_filters documentation build configuration file, created by
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# sphinx-quickstart on Mon Jun 1 14:21:53 2009.
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#
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# This file is execfile()d with the current directory set to its containing dir.
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#
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# Note that not all possible configuration values are present in this
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# autogenerated file.
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#
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# All configuration values have a default; values that are commented out
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# serve to show the default.
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import roslib
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roslib.load_manifest('message_filters')
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import sys, os
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# If extensions (or modules to document with autodoc) are in another directory,
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# add these directories to sys.path here. If the directory is relative to the
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# documentation root, use os.path.abspath to make it absolute, like shown here.
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#sys.path.append(os.path.abspath('.'))
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# -- General configuration -----------------------------------------------------
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# Add any Sphinx extension module names here, as strings. They can be extensions
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# coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
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extensions = ['sphinx.ext.autodoc', 'sphinx.ext.doctest', 'sphinx.ext.intersphinx', 'sphinx.ext.pngmath']
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# Add any paths that contain templates here, relative to this directory.
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templates_path = ['_templates']
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# The suffix of source filenames.
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source_suffix = '.rst'
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# The encoding of source files.
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#source_encoding = 'utf-8'
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# The master toctree document.
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master_doc = 'index'
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# General information about the project.
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project = u'message_filters'
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copyright = u'2009, Willow Garage, Inc.'
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# The version info for the project you're documenting, acts as replacement for
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# |version| and |release|, also used in various other places throughout the
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# built documents.
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#
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# The short X.Y version.
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version = '0.1'
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# The full version, including alpha/beta/rc tags.
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release = '0.1.0'
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# The language for content autogenerated by Sphinx. Refer to documentation
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# for a list of supported languages.
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#language = None
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# There are two options for replacing |today|: either, you set today to some
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# non-false value, then it is used:
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#today = ''
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# Else, today_fmt is used as the format for a strftime call.
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#today_fmt = '%B %d, %Y'
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# List of documents that shouldn't be included in the build.
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#unused_docs = []
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# List of directories, relative to source directory, that shouldn't be searched
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# for source files.
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exclude_trees = ['_build']
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# The reST default role (used for this markup: `text`) to use for all documents.
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#default_role = None
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# If true, '()' will be appended to :func: etc. cross-reference text.
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#add_function_parentheses = True
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# If true, the current module name will be prepended to all description
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# unit titles (such as .. function::).
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#add_module_names = True
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# If true, sectionauthor and moduleauthor directives will be shown in the
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# output. They are ignored by default.
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#show_authors = False
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# The name of the Pygments (syntax highlighting) style to use.
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pygments_style = 'sphinx'
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# A list of ignored prefixes for module index sorting.
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#modindex_common_prefix = []
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# -- Options for HTML output ---------------------------------------------------
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# The theme to use for HTML and HTML Help pages. Major themes that come with
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# Sphinx are currently 'default' and 'sphinxdoc'.
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html_theme = 'default'
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# Theme options are theme-specific and customize the look and feel of a theme
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# further. For a list of options available for each theme, see the
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# documentation.
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#html_theme_options = {}
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# Add any paths that contain custom themes here, relative to this directory.
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#html_theme_path = []
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# The name for this set of Sphinx documents. If None, it defaults to
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# "<project> v<release> documentation".
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#html_title = None
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# A shorter title for the navigation bar. Default is the same as html_title.
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#html_short_title = None
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# The name of an image file (relative to this directory) to place at the top
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# of the sidebar.
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#html_logo = None
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# The name of an image file (within the static path) to use as favicon of the
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# docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32
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# pixels large.
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#html_favicon = None
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# Add any paths that contain custom static files (such as style sheets) here,
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# relative to this directory. They are copied after the builtin static files,
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# so a file named "default.css" will overwrite the builtin "default.css".
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html_static_path = ['_static']
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# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
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# using the given strftime format.
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#html_last_updated_fmt = '%b %d, %Y'
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# If true, SmartyPants will be used to convert quotes and dashes to
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# typographically correct entities.
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#html_use_smartypants = True
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# Custom sidebar templates, maps document names to template names.
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#html_sidebars = {}
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# Additional templates that should be rendered to pages, maps page names to
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# template names.
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#html_additional_pages = {}
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# If false, no module index is generated.
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#html_use_modindex = True
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# If false, no index is generated.
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#html_use_index = True
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# If true, the index is split into individual pages for each letter.
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#html_split_index = False
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# If true, links to the reST sources are added to the pages.
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#html_show_sourcelink = True
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# If true, an OpenSearch description file will be output, and all pages will
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# contain a <link> tag referring to it. The value of this option must be the
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# base URL from which the finished HTML is served.
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#html_use_opensearch = ''
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# If nonempty, this is the file name suffix for HTML files (e.g. ".xhtml").
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#html_file_suffix = ''
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# Output file base name for HTML help builder.
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htmlhelp_basename = 'tfdoc'
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# -- Options for LaTeX output --------------------------------------------------
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# The paper size ('letter' or 'a4').
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#latex_paper_size = 'letter'
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# The font size ('10pt', '11pt' or '12pt').
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#latex_font_size = '10pt'
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# Grouping the document tree into LaTeX files. List of tuples
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# (source start file, target name, title, author, documentclass [howto/manual]).
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latex_documents = [
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('index', 'message_filters.tex', u'stereo\\_utils Documentation',
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u'James Bowman', 'manual'),
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]
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# The name of an image file (relative to this directory) to place at the top of
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# the title page.
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#latex_logo = None
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# For "manual" documents, if this is true, then toplevel headings are parts,
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# not chapters.
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#latex_use_parts = False
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# Additional stuff for the LaTeX preamble.
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#latex_preamble = ''
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# Documents to append as an appendix to all manuals.
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#latex_appendices = []
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# If false, no module index is generated.
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#latex_use_modindex = True
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# Example configuration for intersphinx: refer to the Python standard library.
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intersphinx_mapping = {
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'http://docs.python.org/': None,
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'http://opencv.willowgarage.com/documentation/': None,
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'http://opencv.willowgarage.com/documentation/python/': None,
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'http://docs.scipy.org/doc/numpy' : None
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}
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Message Filters --- chained message processing
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==============================================
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:mod:`message_filters` is a collection of message "filters" which take messages in,
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either from a ROS subscription or another filter,
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and may or may not output the message
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at some time in the future, depending on a policy defined for that filter.
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message_filters also defines a common interface for these filters, allowing you to chain them together.
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The filters currently implemented in this package are:
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* :class:`message_filters.Subscriber` - A source filter, which wraps a ROS subscription. Most filter chains will begin with a Subscriber.
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* :class:`message_filters.Cache` - Caches messages which pass through it, allowing later lookup by time stamp.
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* :class:`message_filters.TimeSynchronizer` - Synchronizes multiple messages by their timestamps, only passing them through when all have arrived.
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* :class:`message_filters.TimeSequencer` - Tries to pass messages through ordered by their timestamps, even if some arrive out of order.
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Here's a simple example of using a Subscriber with a Cache::
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def myCallback(posemsg):
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print posemsg
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sub = message_filters.Subscriber("pose_topic", robot_msgs.msg.Pose)
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cache = message_filters.Cache(sub, 10)
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cache.registerCallback(myCallback)
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The Subscriber here acts as the source of messages. Each message is passed to the cache, which then passes it through to the
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user's callback ``myCallback``.
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The message filter interface
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----------------------------
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For an object to be usable as a message filter, it needs to have one method,
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``registerCallback``. To collect messages from a message filter, register a callback with::
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anyfilter.registerCallback(my_callback)
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The signature of ``my_callback`` varies according to the message filter. For many filters it is simply::
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def my_callback(msg):
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where ``msg`` is the message.
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Message filters that accept input from an upstream
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message filter (e.g. :class:`message_filters.Cache`) register their own
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message handler as a callback.
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Output connections are registered through the ``registerCallback()`` function.
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.. automodule:: message_filters
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:members: Subscriber, Cache, TimeSynchronizer, TimeSequencer
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:inherited-members:
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Indices and tables
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==================
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* :ref:`genindex`
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* :ref:`search`
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@ -4,8 +4,11 @@
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<license>BSD</license>
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<review status="API cleared" notes=""/>
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<depend package="roscpp" />
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<depend package="rospy" />
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<depend package="rostest" />
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<export>
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<cpp cflags="-I${prefix}/include" lflags="-Wl,-rpath,${prefix}/lib -L${prefix}/lib -lmessage_filters `rosboost-cfg --lflags thread,signals`" />
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<rosdoc config="rosdoc.yaml" />
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</export>
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<url>http://pr.willowgarage.com/wiki/message_filters</url>
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</package>
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@ -0,0 +1,7 @@
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- builder: sphinx
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name: Python API
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output_dir: python
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- builder: doxygen
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name: C++ API
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output_dir: c++
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file_patterns: '*.c *.cpp *.h *.cc *.hh *.dox'
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@ -0,0 +1,138 @@
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# Copyright (c) 2009, Willow Garage, Inc.
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# All rights reserved.
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#
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# Redistribution and use in source and binary forms, with or without
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# modification, are permitted provided that the following conditions are met:
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#
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# * Redistributions of source code must retain the above copyright
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# notice, this list of conditions and the following disclaimer.
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# * Redistributions in binary form must reproduce the above copyright
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# notice, this list of conditions and the following disclaimer in the
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# documentation and/or other materials provided with the distribution.
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# * Neither the name of the Willow Garage, Inc. nor the names of its
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# contributors may be used to endorse or promote products derived from
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# this software without specific prior written permission.
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#
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
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# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
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# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
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# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
|
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# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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# POSSIBILITY OF SUCH DAMAGE.
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"""
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Message Filter Objects
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======================
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"""
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class SimpleFilter:
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def __init__(self):
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self.callbacks = {}
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def registerCallback(self, cb, *args):
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"""
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Register a callback function `cb` to be called when this filter
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has output.
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The filter calls the function ``cb`` with a filter-dependent list of arguments,
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followed by the call-supplied arguments ``args``.
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"""
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conn = len(self.callbacks)
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self.callbacks[conn] = (cb, args)
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return conn
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def signalMessage(self, *msg):
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for (cb, args) in self.callbacks.values():
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cb(*(msg + args))
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class Subscriber(SimpleFilter):
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"""
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ROS subscription filter. Identical arguments as :class:`rospy.Subscriber`.
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This class acts as a highest-level filter, simply passing messages
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from a ROS subscription through to the filters which have connected
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to it.
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"""
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def __init__(self, *args):
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SimpleFilter.__init__(self)
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self.topic = args[0]
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self.sub = rospy.Subscriber(*args, **{"callback" : self.callback})
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def callback(self, msg):
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self.signalMessage(msg)
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def getTopic(self):
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return self.topic
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class Cache(SimpleFilter):
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"""
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Stores a time history of messages.
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Given a stream of messages, the most recent ``cache_size`` messages
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are cached in a ring buffer, from which time intervals of the cache
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can then be retrieved by the client.
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"""
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def __init__(self, f, cache_size = 1):
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SimpleFilter.__init__(self)
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self.connectInput(f)
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self.cache_size = cache_size
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def connectInput(self, f):
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self.incoming_connection = f.registerCallback(self.add)
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def add(self, msg):
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# Add msg to cache... XXX TODO
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self.signalMessage(msg)
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class TimeSynchronizer(SimpleFilter):
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"""
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Synchronizes messages by their timestamps.
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:class:`TimeSynchronizer` synchronizes incoming message filters by the
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timestamps contained in their messages' headers. TimeSynchronizer
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listens on multiple input message filters ``fs``, and invokes the callback
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when it has a collection of messages with matching timestamps.
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The signature of the callback function is::
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def callback(msg1, ... msgN):
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where N is the number of input message filters, and each message is
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the output of the corresponding filter in ``fs``.
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The required ``queue size`` parameter specifies how many sets of
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messages it should store from each input filter (by timestamp)
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while waiting for messages to arrive and complete their "set".
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"""
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def __init__(self, fs, queue_size):
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SimpleFilter.__init__(self)
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self.connectInput(fs)
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self.queue_size = queue_size
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def connectInput(self, fs):
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self.queues = [{} for f in fs]
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self.input_connections = [f.registerCallback(self.add, q) for (f, q) in zip(fs, self.queues)]
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def add(self, msg, my_queue):
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my_queue[msg.header.stamp] = msg
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while len(my_queue) > self.queue_size:
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del my_queue[min(my_queue)]
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# common is the set of timestamps that occur in all queues
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common = reduce(set.intersection, [set(q) for q in self.queues])
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for t in sorted(common):
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# msgs is list of msgs (one from each queue) with stamp t
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msgs = [q[t] for q in self.queues]
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self.signalMessage(*msgs)
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for q in self.queues:
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del q[t]
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# image_transport::SubscriberFilter wide_left; // "/wide_stereo/left/image_raw"
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# image_transport::SubscriberFilter wide_right; // "/wide_stereo/right/image_raw"
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# message_filters::Subscriber<CameraInfo> wide_left_info; // "/wide_stereo/left/camera_info"
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# message_filters::Subscriber<CameraInfo> wide_right_info; // "/wide_stereo/right/camera_info"
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# message_filters::TimeSynchronizer<Image, CameraInfo, Image, CameraInfo> wide;
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#
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# PersonDataRecorder() :
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# wide_left(nh_, "/wide_stereo/left/image_raw", 10),
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# wide_right(nh_, "/wide_stereo/right/image_raw", 10),
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# wide_left_info(nh_, "/wide_stereo/left/camera_info", 10),
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# wide_right_info(nh_, "/wide_stereo/right/camera_info", 10),
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# wide(wide_left, wide_left_info, wide_right, wide_right_info, 4),
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#
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# wide.registerCallback(boost::bind(&PersonDataRecorder::wideCB, this, _1, _2, _3, _4));
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import roslib
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roslib.load_manifest('message_filters')
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import rostest
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import rospy
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import random
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import unittest
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from message_filters import SimpleFilter, Subscriber, Cache, TimeSynchronizer
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class MockHeader:
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pass
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class MockMessage:
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def __init__(self, stamp, data):
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self.header = MockHeader()
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self.header.stamp = stamp
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self.data = data
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class MockFilter(SimpleFilter):
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pass
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class TestDirected(unittest.TestCase):
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def cb_collector_2msg(self, msg1, msg2):
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self.collector.append((msg1, msg2))
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def test_synchronizer(self):
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m0 = MockFilter()
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m1 = MockFilter()
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ts = TimeSynchronizer([m0, m1], 1)
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ts.registerCallback(self.cb_collector_2msg)
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if 0:
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# Simple case, pairs of messages, make sure that they get combined
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for t in range(10):
|
||||
self.collector = []
|
||||
msg0 = MockMessage(t, 33)
|
||||
msg1 = MockMessage(t, 34)
|
||||
m0.signalMessage(msg0)
|
||||
self.assertEqual(self.collector, [])
|
||||
m1.signalMessage(msg1)
|
||||
self.assertEqual(self.collector, [(msg0, msg1)])
|
||||
|
||||
# Scramble sequences of length N. Make sure that TimeSequencer recombines them.
|
||||
random.seed(0)
|
||||
for N in range(1, 10):
|
||||
m0 = MockFilter()
|
||||
m1 = MockFilter()
|
||||
seq0 = [MockMessage(t, random.random()) for t in range(N)]
|
||||
seq1 = [MockMessage(t, random.random()) for t in range(N)]
|
||||
# random.shuffle(seq0)
|
||||
ts = TimeSynchronizer([m0, m1], N)
|
||||
ts.registerCallback(self.cb_collector_2msg)
|
||||
self.collector = []
|
||||
for msg in random.sample(seq0, N):
|
||||
m0.signalMessage(msg)
|
||||
self.assertEqual(self.collector, [])
|
||||
for msg in random.sample(seq1, N):
|
||||
m1.signalMessage(msg)
|
||||
self.assertEqual(set(self.collector), set(zip(seq0, seq1)))
|
||||
|
||||
if __name__ == '__main__':
|
||||
if 0:
|
||||
rostest.unitrun('message_filters', 'directed', TestDirected)
|
||||
else:
|
||||
suite = unittest.TestSuite()
|
||||
suite.addTest(TestDirected('test_synchronizer'))
|
||||
unittest.TextTestRunner(verbosity=2).run(suite)
|
Loading…
Reference in New Issue