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<h1 class="title">Customizing weewx<br />
<span class="version">
Version: 2.6.0a6
</span>
<h1>Table of Contents</h1>
<div id="toc"></div>
<div id="technical_content">
<h1 id="introduction">Introduction</h1>
<p>This document covers the customization of <span class="code">weewx</span>.
It assumes that you have read and are reasonably familiar with the <a href="usersguide.htm">Users
Guide</a>. </p>
<p>It starts with an overview of the architecture of weewx. If you are
only interested in customizing the generated reports you can probably
skip the overview and proceed directly to the section <em> <a href="#standard_skin">The
Standard skin configuration file</a></em>. With this approach you
can easily add new plot images, change the titles of images, change the
units used in the reports, and so on. </p>
<p>However, if your goal is a specialized application, such as adding
alarms, RSS feeds, etc., then it would be worth your while to read about
the internal architecture and how to customize it. </p>
<p>Most of the guide will cover any weather hardware, but the exact data
types are specific to the Davis Vantage series. Unless you are using an
unusual type you are unlikely to run into trouble. </p>
<p class="warning"><strong>Warning!</strong><br />
<span class="code">weewx</span> is still an experimental system and, as
such, its internal design is subject to change. Be prepared to do
updates to any code or customization you do! </p>
<h2>Overview of the weewx architecture</h2>
<p>At a high-level, <span class="code">weewx</span> consists of an engine
class called <span class="code">StdEngine</span>. It is responsible for
loading "<em>services</em>", then arranging for them to be called when
key events occur, such as the arrival of LOOP data. The default install
of <span class="code">weewx</span> includes the following services: </p>
<table class="indent" style="width: 80%" summary="Overview of the weewx architecture">
<tbody>
<tr>
<td><strong>Service</strong></td>
<td><strong>Function</strong></td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdConvert</td>
<td>Converts the units of the input to a target unit system (such as
US or Metric).</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdCalibrate</td>
<td>Adjust new LOOP and archive packets using calibration
expressions.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdQC</td>
<td>Check quality of incoming data, making sure values fall within a
specified range.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdArchive</td>
<td>Archive any new data to the SQL databases.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdTimeSynch</td>
<td>Arrange to have the clock on the station synchronized at regular
intervals.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdPrint</td>
<td>Print out new LOOP and archive packets on the console.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdRESTful</td>
<td>Start a thread to manage <a href="http://en.wikipedia.org/wiki/Representational_State_Transfer">
RESTful</a> (simple stateless client-server protocols)
connections; such as those used by the Weather Underground or
CWOP.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdReport</td>
<td>Launch a new thread to do report processing after a new archive
record arrives. Reports do things such as generate HTML files,
generate images, or FTP/rsync files to a web server. New reports
can be added easily by the user.</td>
</tr>
</tbody>
</table>
<p>It is easy to extend old services or to add new ones. The source
distribution includes an example new service called "<span class="code">MyAlarm</span>,"
which sends an email when an arbitrary expression evaluates <span class="code">True</span>.
These advanced topics are covered later in the section <em><a href="#service_engine">Customizing
the weewx service engine</a></em>. </p>
<h2>The standard reporting service, <span class="code">StdReport</span></h2>
<p>For the moment, let us focus on the last service, <span class="code">weewx.wxengine.StdReport</span>,
the standard service for creating reports. This will be what most users
will want to customize even if it means changing just a few options. </p>
<h3>Reports</h3>
<p>The Standard Report Service runs zero or more <em>Reports.</em> The
specific reports which get run are set in the configuration file <span
class="code">weewx.conf</span>, in section <span class="code">[StdReport]</span>.
</p>
<p>The default distribution of <span class="code">weewx</span> includes
three reports: </p>
<table class="indent" style="width: 80%" summary="Standard reports included in weewx">
<tbody>
<tr>
<td><strong>Report</strong></td>
<td><strong>Default functionality</strong></td>
</tr>
<tr>
<td class="code">StandardReport</td>
<td>Generates day, week, month and year "to-date" summaries in HTML,
as well as the plot images to go along with them. Also generates
NOAA monthly and yearly summaries. </td>
</tr>
<tr>
<td class="code">FTP</td>
<td>Arranges to upload everything in the <span class="symcode">$HTML_ROOT</span>
directory up to a remote webserver.</td>
</tr>
<tr>
<td class="code">RSYNC</td>
<td>Like FTP, but uses rsync for transferring files to a remote
webserver.</td>
</tr>
</tbody>
</table>
<p>Note that the FTP and RSYNC "reports" are a funny kind of report in
that it they do not actually generate anything. Instead, they use the
reporting service engine to arrange for things to be transferred to a
remote server. </p>
<h3>Skins</h3>
<p>Each report has a <em>Skin</em> associated with it. For most reports,
the relationship with the skin is an obvious one: it contains the
templates, any auxiliary files such as background GIFs or CSS style
sheets, and a <em>skin configuration file</em>, <span class="code">skin.conf</span>.
If you will, the skin controls the <em>look and feel </em>of the
report. Note that more than one report can use the same skin. For
example, you might want to run a report that uses US Customary units,
then run another report against the same skin, but using metric units
and put the results in a different place. All this is possible by either
overriding configuration options in the <span class="code">weewx</span>
configuration file <span class="code">weewx.conf</span> or the skin
configuration file <span class="code">skin.conf</span>. </p>
<p>Like all reports, the FTP and RSYNC "Reports" also use a skin, and
include a skin configuration file, although they are quite minimal. </p>
<p>Skins live in their own directory located in <span class="symcode">$SKIN_ROOT</span>.
</p>
<h3>Generators</h3>
<p>To create their output, skins rely on one or more <em>Generators, </em>code
that actually create useful things such as HTML files or plot images.
Generators can also copy files around or FTP/rsync them to remote
locations. The default install of <span class="code">weewx</span> includes
the following generators: </p>
<table class="indent" style="width: 80%" summary="Generators included in weewx">
<tbody>
<tr>
<td><strong>Generator</strong></td>
<td><strong>Function</strong></td>
</tr>
<tr>
<td class="code">weewx.cheetahgenerator.CheetahGenerator</td>
<td>Generates files from templates, using the Cheetah template engine. Used to generate HTML and text
files.</td>
</tr>
<tr>
<td class="code">weewx.imagegenerator.ImageGenerator</td>
<td>Generates graph plots.</td>
</tr>
<tr>
<td class="code">weewx.reportengine.FtpGenerator</td>
<td>Uploads data to a remote server using FTP.</td>
</tr>
<tr>
<td class="code">weewx.reportengine.RsyncGenerator</td>
<td>Uploads data to a remote server using rsync.</td>
</tr>
<tr>
<td class="code">weewx.reportengine.CopyGenerator</td>
<td>Copies files locally.</td>
</tr>
</tbody>
</table>
<p>Note that the three generators <span class="code">FtpGenerator</span>,
<span class="code">RsyncGenerator</span>, and <span class="code">CopyGenerator</span>
do not actually generate anything having to do with the presentation
layer. Instead, they just move files around. </p>
<p>Which generators are to be run for a given skin is specified in the
skin's configuration file <span class="code">skin.conf</span>, in
section <a href="#generators"><span class="code">[Generators]</span></a>.</p>
<h2>Databases</h2>
<p>There are two databases used by <span class="code">weewx</span>, which
can be implemented either by using <a href="http://www.sqlite.org/">SQLITE3</a>,
an open-source, lightweight SQL database, or <a href="http://www.mysql.com/">
MySQL</a>, an open-source, full-featured database server, or some
combination of the two of them.</p>
<ul>
<li>The <em>archive database</em>, given symbolic name '<span class="code">archive_database</span>'.
It is a big flat table, one record for each archive interval, keyed by
<span class="code">dateTime</span>, the time at the end of the archive
interval. </li>
<li>The <em>statistical database</em>, given symbolic name '<span class="code">stats_database</span>'.
It consists of a separate table for each observation type (that is,
one for '<span class="code">outTemp</span>', one for '<span class="code">barometer</span>',
<em>etc.</em>), each containing one record per day, keyed by the start
time of the day. </li>
</ul>
<p>How these abstract databases are bound to the real database is covered
in the <a href="usersguide.htm">Weewx User's Guide</a>, in section '<a
href="usersguide.htm#StdArchive">[StdArchive]</a>'.</p>
<p>The important thing to remember is that the archive database contains a
record for every archive interval and, as such, represents the <em>current
conditions</em> at the time of the observation. By contrast, the
statistical database represents the <em>aggregation of conditions over
a day</em>. That is, it contains the daily minimum, maximum, and the
time of the minimum and maximum, for each observation type. As you can
imagine, the statistical database is much smaller because it represents
only a summary of the data. </p>
<p>The archive database is used for both generating plot data and in
template generation (where it appears as tag <span class="code">$current</span>).
The statistical database is used only in template generation (where it
appears as tags <span class="code">$day</span>, <span class="code">$week</span>,
<span class="code">$month</span>, <span class="code">$year</span>, and
<span class="code">$rainyear</span>, depending on the aggregation time
period). </p>
<h2>Where to put customizations</h2>
<p>For configuration changes, simply modify the
<span class="code">weewx</span> configuration file
<span class="code">weewx.conf</span>, and possibly modify the
skin configuration file <span class="code">skin.conf</span> as
described later in this document. These files will be preserved
when you upgrade.</p>
<p>Other customizations require new Python code or modifications of
example code. Where should you put the code? If you simply modify
the examples in place, then your changes will be overwritten the
next time you do an upgrade.</p>
<p>A better idea is to put the code in the
<span class="symcode">$BIN_ROOT</span><span class="code">/user</span>,
directory. For example, copy example code from the
<span class="code">examples</span> directory to the
<span class="code">user</span> directory, then modify it there.
If your modification does not contain much code, consider putting
it in the extensions.py file in the <span class="code">user</span>
directory.
The <span class="code">user</span> directory is preserved through
upgrades, so you won't have to redo any changes you might have
made.</p>
<h1 id="reports">Customizing reports</h1>
<p>This section discusses the two general strategies for customizing
reports: by changing options in one or more configuration file, or by
changing the template files. The former is generally easier, but
occasionally the latter is necessary. </p>
<h2>Changing options</h2>
<p>Changing an option means either modifying the main configuration file <span
class="code">weewx.conf</span>, or the skin configuration file for the
standard skin that comes with the distribution (nominally, file <span class="symcode">$SKIN_ROOT</span><span
class="code">/Standard/skin.conf</span>). </p>
<h3>Changing options in <span class="code">skin.conf</span></h3>
<p>With this approach, the user edits the skin configuration file for the
standard skin that comes with <span class="code">weewx</span>, located
in <span class="symcode">$SKIN_ROOT</span><span class="code">/Standard/skin.conf</span>,
using a text editor. For example, suppose you wish to use metric units
in the presentation layer, instead of the default US Customary Units.
The section that controls units is <span class="code">[Units][[Groups]]</span>.
It looks like this: </p>
<pre class="tty">[Units]
[[Groups]]
group_altitude = foot
group_degree_day = degree_F_day
group_direction = degree_compass
group_moisture = centibar
group_percent = percent
group_pressure = inHg
group_radiation = watt_per_meter_squared
group_rain = inch
group_rainrate = inch_per_hour
group_speed = mile_per_second
group_speed2 = mile_per_second2
group_temperature = degree_F
group_uv = uv_index
group_volt = volt</pre>
<p>To use metric units, you would edit this section to read: </p>
<pre class="tty">[Units]
[[Groups]]
<span class="highlight"> group_altitude = meter</span>
<span class="highlight"> group_degree_day = degree_C_day</span>
group_direction = degree_compass
group_moisture = centibar
group_percent = percent
<span class="highlight"> group_pressure = mbar</span>
group_radiation = watt_per_meter_squared
<span class="highlight"> group_rain = mm</span>
<span class="highlight"> group_rainrate = mm_per_hour</span>
<span class="highlight"> group_speed = meter_per_second</span>
<span class="highlight"> group_speed2 = meter_per_second2</span>
<span class="highlight"> group_temperature = degree_C</span>
group_uv = uv_index
group_volt = volt</pre>
<p>The options that were changed have been <span class="highlight">&nbsp;highlighted&nbsp;</span>.
Details of the various unit options are given in the Appendix <em><a href="#units">
Units</a></em>. </p>
<p>Other options are available, such as changing the text label for
various observation types. For example, suppose your weather console is
actually located in a barn, not indoors, and you want the plot for the
temperature at the console to be labeled "Barn Temperature," rather than
the default "Inside Temperature." This can be done by changing the "<span
class="code">inTemp</span>" option located in section <span class="code">[Labels][[Generic]]</span>
from the default </p>
<pre class="tty">[Units]
[[Generic]]
inTemp = Inside Temperature
outTemp = Outside Temperature
...</pre>
<p>to: </p>
<pre class="tty">[Units]
[[Generic]]
<span class="highlight"> inTemp = Barn Temperature</span>
outTemp = Outside Temperature
...</pre>
<h3>Overriding options in <span class="code">skin.conf</span> from <span
class="code">weewx.conf</span></h3>
<p>This approach is very similar, except that instead of changing the skin
configuration file directly, you override its options by editing the
main configuration file, <span class="code">weewx.conf</span>. The
advantage of this approach is that you can use the same skin to produce
several different output, each with separate options. </p>
<p>Revisiting our example, suppose you want two reports, one in US
Customary, the other in Metric. The former will go in the directory <span
class="symcode"> $HTML_ROOT</span>, the latter in a directory, <span
class="symcode"> $HTML_ROOT</span><span class="code">/metric</span>.
If you just simply modify <span class="code">skin.conf</span>, you can
get one, but not both at the same time. Alternatively, you could create
a whole new skin by copying all the files to a new skin directory
then editing the new <span class="code">skin.conf</span>. The trouble
with this approach is that you would then have <em>two</em> skins you
would have to maintain. If you change something, you have to remember to
change it in both places. </p>
<p>But, there's a better approach: reuse the same skin, but override some
of its options. Here is what your <span class="code">[StdReport]</span>
section in <span class="code">weewx.conf</span> would look like: </p>
<pre class="tty">[StdReport]
#
# This section specifies what reports, using which skins, are to be generated.
#
# Where the skins reside, relative to WEEWX_ROOT:
SKIN_ROOT = skins
# Where the generated reports should go, relative to WEEWX_ROOT:
HTML_ROOT = public_html
# This report will use US Customary Units
[[USReport]]
# It is based on the Standard skin
skin = Standard
# This report will use metric units:
[[MetricReport]]
# It is also based on the Standard skin:
skin = Standard
# However, override where the results will go and put them in a directory:
HTML_ROOT = public_html/metric
# And override the options that were not in metric units
[[[Units]]]
[[[[Groups]]]]
group_altitude = meter
group_pressure = mbar
group_rain = mm
group_rainrate = mm_per_hour
group_speed = meter_per_second
group_speed2 = meter_per_second2
group_temperature = degree_C
[[FTP]]
...
... (as before) </pre>
<p>We have done two things different from the stock reports. First (1), we
have renamed the first report from <span class="code">StandardReport</span> to
<span class="code">USReport</span> for clarity; and (2) we have
introduced a new report <span class="code">MetricReport</span>, just
like the first, except it puts its results in a different spot and uses
different units. Both use the same skin, the <span class="code">Standard</span>
skin.</p>
<h2 id="templates">Customizing templates</h2>
<p>If you cannot achieve the results you need by changing a configuration
option, you may have to modify the templates that come with <span class="code">weewx</span>,
or write your own. </p>
<p>Template modifications are preserved across upgrades (indeed,
everything in the <span class="code">./skins</span> directory is
preserved), so you don't have to worry about losing changes.</p>
<p>Template generation is done using the <a href="http://www.cheetahtemplate.org/">Cheetah</a>
templating engine. This is a very powerful engine, which essentially
lets you have the full semantics of Python available in your templates.
As this would make the templates incomprehensible to anyone but a Python
programmer, <span class="code">weewx</span> adopts a very small subset
of its power. </p>
<h3>The dot code</h3>
<p>The key construct is a 'dot' code, specifying what value you want. For
example: </p>
<pre class="tty">$month.outTemp.max
$month.outTemp.maxtime
$current.outTemp</pre>
<p>would code the max outside temperature for the month, the time it
occurred, and the current outside temperature, respectively. So, an HTML
file that looks like </p>
<pre class="tty">&lt;html&gt;
&lt;head&gt;
&lt;title&gt;Current conditions&lt;/title&gt;
&lt;/head&gt;
&lt;body&gt;
&lt;p&gt;Current temperature = $current.outTemp&lt;/p&gt;
&lt;p&gt;Max for the month is $month.outTemp.max, which occurred at $month.outTemp.maxtime&lt;/p&gt;
&lt;/body&gt;
&lt;/html&gt;</pre>
<p>would be all you need for a very simple HTML page that would display
the text (assuming that the unit group for temperature is <span class="code">degree_F</span>):
</p>
<p class="example_output">Current temperature = 51.0°F <br />
Max for the month is 68.8°F, which occurred at 07-Oct-2009 15:15 </p>
<p>The format that was used to format the temperature (<span class="code">51.0</span>)
is specified in section <span class="code"><a href="#Units_StringFormats">[Units][[StringFormat]]</a></span>.
The unit label <span class="code">°F</span> is from section <span class="code"><a
href="#Units_Labels">[Units][[Labels]]</a></span>, while the time
format is from <span class="code"><a href="#Units_TimeFormats">[Units][[TimeFormats]]</a></span>.
</p>
<p>As we saw above, the dot codes can be very simple: </p>
<pre class="tty">## Output max outside temperature using an appropriate format and label:
$month.outTemp.max</pre>
<p>Most of the time, the dot code will "do the right thing" and is all you
will need. However, <span class="code">weewx</span> offers extensive
customization of the generate output for specialized applications such
as XML RSS feeds, or ridgidly formatted reports (such as the NOAA
reports). This section specifies the various options available. </p>
<p>There are two different versions of the dot code, depending on whether
the data is "current", or an aggregation over time. However, both
versions are similar.</p>
<h3>Time period <span class="code">$current</span></h3>
<p>Time period <span class="code">$current</span> represents a <em>current
observation</em>. An example would be the current barometric pressure:
</p>
<pre class="tty">$current.barometer</pre>
<p>The dot code for a current observation looks like: </p>
<pre class="tty"><em>$current.obstype[.optional_unit_conversion][.optional_formatting]</em></pre>
<p>Where: </p>
<p class="indent"><span class="code"><em>obstype</em></span> is an
observation type, such as <span class="code">barometer</span>. See <em>
Appendix <a href="#archive_types">Archive Types</a></em> for a
table of observation types valid for time period <span class="code">current.</span>
</p>
<p class="indent"><span class="code">optional_unit_conversion</span> is an
optional unit conversion tag. If provided, the results will be converted
into the specified units, otherwise the default units specified in the
skin configuration file (in section <span class="code">[Units][[Groups]]</span>)
will be used. See the section <em><a href="#unit_conversion_options">Unit
Conversion Options</a></em> below. </p>
<p class="indent"><span class="code"><em>optional_formatting</em></span>
is an optional formatting tag that controls how the value will appear.
See the section <em><a href="#formatting_options">Formatting Options</a></em>
below. </p>
<h3>Aggregation periods <span class="code">$day</span>,
<span class="code">$week</span>, <span class="code">$month</span>,
<span class="code">$year</span>, <span class="code">$rainyear</span>
</h3>
<p>The other time periods represent an <em>aggregation over time</em>. In
addition to the time period over which the aggregation will occur, they
also require an <em>aggregation type</em>. An example would be the
week's total precipitation (where the aggregation type is <span class="code"><em>sum</em></span>):
</p>
<pre class="tty">$week.rain.sum</pre>
<p>The dot code for an aggregation over time looks like: </p>
<pre class="tty"><em>$period.statstype.aggregation[.optional_unit_conversion][.optional_formatting]</em></pre>
<p>Where: </p>
<p class="indent"><span class="code"><em>period</em></span> is the time
period over which the aggregation is to be done. Possible choices are <span
class="code">day</span>, <span class="code">week</span>, <span class="code">month</span>,
<span class="code">year</span>, <span class="code">rainyear</span>. </p>
<p class="indent"><span class="code"><em>statstype</em></span> is a
statistical type. See the Appendix <em><a href="#statistical_types">
Statistical Types</a></em>, for a table of statistical types. </p>
<p class="indent"><span class="code"><em>aggregation</em></span> is an
aggregation type. This is something like '<span class="code">min</span>',
'<span class="code">sum</span>', '<span class="code">mintime</span>'. If
you ask for <span class="code">$month.outTemp.avg</span> you are asking
for the <em>average</em> outside temperature for the month. The table <em>
<a href="#statistical_types">Statistical Types</a></em>
shows what aggregation types are available for which types. </p>
<p class="indent"><span class="code">optional_unit_conversion</span> is an
optional unit conversion tag. If provided, the results will be converted
into the specified units, otherwise the default units specified in the
skin configuration file (in section <span class="code">[Units][[Groups]]</span>)
will be used. See the section <em><a href="#unit_conversion_options">Unit
Conversion Options</a></em> below. </p>
<p class="indent"><span class="code"><em>optional_formatting</em></span>
is an optional formatting tag that controls how the value will appear.
See the section <em><a href="#formatting_options">Formatting Options</a></em>
below. </p>
<h3 id="unit_conversion_options">Unit conversion options</h3>
<p>The tag <span class="code"><em>optional_unit_conversion</em></span>
can be used with either current observations or aggregations. If
supplied, the results will be converted to the specified units. For
example, if you have set <span class="code">group_pressure</span> to
inches of mercury (<span class="code">inHg</span>), then the tag </p>
<pre class="tty">Today's average pressure=$day.barometer.avg </pre>
<p>would normally give a result such as </p>
<p class="example_output">Today's average pressure=30.05 inHg </p>
<p>However, if you add "<span class="code">mbar</span>" to the end, </p>
<pre class="tty">$day.barometer.avg.mbar </pre>
<p>then the results will be in millibars: </p>
<p class="example_output">Today's average pressure=1017.5 mbar </p>
<h4>Wind ordinals</h4>
<p>Using this method, you can output compass ordinals for wind direction.
For example, the template</p>
<pre class="tty">Current wind direction is $current.windDir ($current.windDir.ordinal_compass)</pre>
<p>would result in:</p>
<p class="example_output">Current wind direction is 138° (SW)</p>
<p>The ordinal abbreviations that are used are set by option <span class="code">directions</span>
in the skin configuration file <span class="code">skin.conf</span>.</p>
<h4>Illegal conversions</h4>
<p>If an inappropriate conversion is asked for, <em>e.g.</em>, </p>
<pre class="tty">Today's average pressure=$day.barometer.degree_C </pre>
<p>then the offending tag will be put in the output: </p>
<p class="example_output">Today's average pressure=$day.barometer.degree_C
</p>
<h3 id="formatting_options">Formatting options</h3>
<p>The tag <span class="code"><em>optional_formatting</em></span> can be
used with either current observations or aggregations. It can be one of:
</p>
<table class="indent" style="width: 90%" summary="Formatting Options">
<tbody>
<tr>
<td><strong>Optional Formatting Tag</strong></td>
<td><strong>Comment</strong></td>
</tr>
<tr>
<td> <em>(no tag)</em> </td>
<td>Value is returned as a string, formatted using an appropriate
string format from <span class="code">skin.conf</span>. A unit
label from <span class="code">skin.conf</span> is also attached
at the end. </td>
</tr>
<tr>
<td class="code">.string(<em>NONE_string</em>)</td>
<td>Value is returned as a string, formatted using an appropriate
string format from <span class="code">skin.conf</span>. If the
value is <span class="code">None</span>, the string <span class="code">NONE_string</span>
will be substituted if given, otherwise the value for <span class="code">NONE</span>
in <span class="code"> <a href="#Units_StringFormats">[Units][[StringFormats]]</a>
</span> will be used. A unit label from <span class="code">skin.conf</span>
will be attached at the end. </td>
</tr>
<tr>
<td class="code"><span class="code">.formatted</span></td>
<td>Value is returned as a string, formatted using an appropriate
string format and <span class="code">None</span> value from <span
class="code">skin.conf</span>. No label.</td>
</tr>
<tr>
<td class="code">.format(<em>string_format</em>, <em>NONE_string</em>)</td>
<td>Value is returned as a string, using the string format specified
with <em>string_format</em>. If the value is <span class="code">None</span>,
the string <span class="code">NONE_string</span> will be
substituted if given, otherwise the value for <span class="code">NONE</span>
in <span class="code"> <a href="#Units_StringFormats">[Units][[StringFormats]]</a>
</span> will be used. A unit label from <span class="code">skin.conf</span>
will be attached at the end. </td>
</tr>
<tr>
<td class="code">.nolabel(string_format, NONE_string)</td>
<td>Value is returned as a string, using the string format specified
with <em>string_format</em>. If the value is <span class="code">None</span>,
the string <span class="code">NONE_string</span> will be
substituted if given, otherwise the value for <span class="code">NONE</span>
in <span class="code"> <a href="#Units_StringFormats">[Units][[StringFormats]]</a>
</span> will be used. No label will be attached at the end.</td>
</tr>
<tr>
<td class="code"> <span class="code">.raw</span> </td>
<td>Value is returned "as is" without being converted to a string
and without any formatting applied. You must be prepared to deal
with a <span class="code">None</span> value unless the value is
converted directly to a string. In this case, it will be converted
to the empty string (<span class="code">''</span>)</td>
</tr>
</tbody>
</table>
<p>Summary: </p>
<table class="indent" style="width: 80%" summary="Summary of formatting options">
<tbody>
<tr>
<td><strong>Formatting Tag</strong></td>
<td><strong>Format Used</strong></td>
<td><strong>Label Used</strong></td>
<td><strong>NONE String</strong></td>
<td><strong>Returned Value</strong></td>
</tr>
<tr>
<td><em>(no tag)</em></td>
<td>From <span class="code">skin.conf</span></td>
<td>From <span class="code">skin.conf</span></td>
<td>From <span class="code">skin.conf</span></td>
<td>string</td>
</tr>
<tr>
<td class="code">.string</td>
<td>From <span class="code">skin.conf</span></td>
<td>From <span class="code">skin.conf</span></td>
<td>Optional user-supplied</td>
<td>string</td>
</tr>
<tr>
<td class="code">.formatted</td>
<td>From <span class="code">skin.conf</span></td>
<td>No label</td>
<td>From <span class="code">skin.conf</span></td>
<td>string</td>
</tr>
<tr>
<td class="code">.format</td>
<td>User-supplied</td>
<td>From <span class="code">skin.conf</span></td>
<td>Optional user-supplied</td>
<td>string</td>
</tr>
<tr>
<td class="code">.nolabel</td>
<td>User-supplied</td>
<td>No label</td>
<td>Optional user-supplied</td>
<td>string</td>
</tr>
<tr>
<td class="code">.raw</td>
<td>None</td>
<td>No label</td>
<td>None</td>
<td>native value</td>
</tr>
</tbody>
</table>
<p>Here are some examples with the expected results: </p>
<table class="indent" summary="Formatting options with expected results">
<tbody>
<tr>
<td><strong>Tag</strong></td>
<td><strong>Result</strong></td>
<td><strong>Comment</strong></td>
</tr>
<tr>
<td class="code">$current.outTemp </td>
<td class="code">45.2°F </td>
<td>String formatting and label from <span class="code">skin.conf</span></td>
</tr>
<tr>
<td class="code">$current.outTemp.string</td>
<td class="code">45.2°F</td>
<td>String formatting and label from <span class="code">skin.conf</span></td>
</tr>
<tr>
<td class="code">$current.UV.string</td>
<td class="code">N/A</td>
<td>This example assumes that the instrument has no UV sensor,
resulting in a <span class="code">None</span> value. The string
specified by <span class="code">NONE</span> in <span class="code">
<a href="#Units_StringFormats">[Units][[StringFormats]]</a></span>
is substituted.</td>
</tr>
<tr>
<td class="code">$current.UV.string("No UV")</td>
<td class="code">No UV</td>
<td>This example assumes that the instrument has no UV sensor,
resulting in a <span class="code">None</span> value. The string
supplied by the user is substituted.</td>
</tr>
<tr>
<td class="code">$current.outTemp.formatted </td>
<td class="code">45.2</td>
<td>String formatting from <span class="code">skin.conf</span>; no
label</td>
</tr>
<tr>
<td class="code">$current.outTemp.format("%.3f") </td>
<td class="code">45.200°F</td>
<td>Specified string format used; label from <span class="code">skin.conf</span>.</td>
</tr>
<tr>
<td class="code">$current.dateTime</td>
<td class="code">02-Apr-2010 16:25</td>
<td>Time formatting and label from <span class="code">skin.conf</span></td>
</tr>
<tr>
<td class="code">$current.dateTime.format("%H:%M")</td>
<td class="code">16:25</td>
<td>Specified time format used; label from <span class="code">skin.conf</span>.</td>
</tr>
<tr>
<td class="code">$current.dateTime.raw</td>
<td class="code">1270250700</td>
<td>Unix epoch time, converted to string by template engine.</td>
</tr>
<tr>
<td class="code">$current.outTemp.raw</td>
<td class="code">45.2</td>
<td>Float returned, converted to string by template engine.</td>
</tr>
<tr>
<td class="code">$month.dateTime</td>
<td class="code">01-Apr-2010 00:00</td>
<td>Time formatting and label from <span class="code">skin.conf</span></td>
</tr>
<tr>
<td class="code">$month.outTemp.avg </td>
<td class="code">40.8°F</td>
<td>String formatting and label from <span class="code">skin.conf</span></td>
</tr>
<tr>
<td class="code">$month.outTemp.avg.string</td>
<td class="code">40.8°F</td>
<td>Time formatting and label from <span class="code">skin.conf</span></td>
</tr>
<tr>
<td class="code">$month.UV.avg.string</td>
<td class="code">N/A</td>
<td>This example assumes that the instrument has no UV sensor,
resulting in a <span class="code">None</span> value. The string
specified by <span class="code">NONE</span> in <span class="code">
<a href="#Units_StringFormats">[Units][[StringFormats]]</a></span>
is substituted.</td>
</tr>
<tr>
<td class="code">$month.UV.avg.string("No UV")</td>
<td class="code">No UV</td>
<td>This example assumes that the instrument has no UV sensor,
resulting in a <span class="code">None</span> value. The string
supplied by the user is substituted.</td>
</tr>
<tr>
<td class="code">$month.outTemp.avg.formatted </td>
<td class="code">40.8</td>
<td>String formatting from <span class="code">skin.conf</span>; no
label</td>
</tr>
<tr>
<td class="code">$month.outTemp.avg.format("%.3f")</td>
<td class="code">40.759°F</td>
<td>Specified string format used; no label</td>
</tr>
<tr>
<td class="code">$month.outTemp.avg.raw </td>
<td class="code">40.7589690722</td>
<td>Float returned, converted to string by template engine</td>
</tr>
<tr>
<td class="code">$month.UV.avg.raw</td>
<td class="code"><em>(empty)</em></td>
<td><span class="code">None</span> value converted to empty string
by template engine.</td>
</tr>
</tbody>
</table>
<p>Note: </p>
<ul>
<li>Tags that take an argument (such as <span class="code">.string(NONE_string)</span>)
do not require parenthesis if the argument is omitted.Thus, you can
specify either <span class="code">$month.outTemp.string()</span> or <span
class="code">$month.outTemp.string</span>, if you want the default
value of <span class="code">NONE_string</span>. They produce the same
results. </li>
</ul>
<h3>Type <span class="code">dateTime</span></h3>
<p>While not an observation type, in many ways the time of an observation,
<span class="code">dateTime</span>, can be treated as one. A tag such as
<span class="code">$current.dateTime</span> represents the <em>current
time</em> (more properly, the time as of the end of the last archive
interval). Similarly, a tag such as <span class="code">$month.dateTime</span>
represents the start time of the month. Like true observation types,
explicit formats can be specified, except that they require a <a href="http://docs.python.org/library/datetime.html#strftime-strptime-behavior">
strftime() <em>time format</em></a>, rather than a <em>string
format:</em> </p>
<pre class="tty">$month.dateTime.format("%B %Y)</pre>
<p>produces </p>
<pre class="tty">January 2010</pre>
<p>The returned string value will always be in <em>local time</em>. </p>
<p>The raw value of <span class="code">dateTime</span> is Unix Epoch Time
(number of seconds since 00:00:00 UTC 1 Jan 1970, <em>i.e.</em>, a
large number), which you must convert yourself to local time. It is
guaranteed to never be <span class="code">None</span>, so you don't
worry have to worry about handling a <span class="code">None</span>
value. </p>
<h3>Tag <span class="code">$trend</span></h3>
<p>The tag <span class="code">$trend</span> is available for time trends,
such as barometer trends. Here are some examples:</p>
<table class="indent" style="width: 40%" summary="Examples of using unit formats">
<tbody>
<tr>
<td><strong>Tag</strong></td>
<td><strong>Results</strong></td>
</tr>
<tr>
<td class="code">$trend.barometer</td>
<td class="code">-.02 inHg</td>
</tr>
<tr>
<td class="code">$trend.outTemp</td>
<td class="code">1.1 °C</td>
</tr>
<tr>
<td class="code">$trend.time_delta</td>
<td class="code">10800 secs</td>
</tr>
<tr>
<td class="code">$trend.time_delta.hour</td>
<td class="code">3 hrs</td>
</tr>
</tbody>
</table>
<p>Note that the time delta over which the trend is calculated is also
available. This time delta is set by an option in the skin configuration
file, <span class="code"><a href="#trend">time_delta</a></span>.</p>
<p>As a summary, the template expression</p>
<pre class="tty">&lt;p&gt;The barometer trend over $trend.time_delta.hour is $trend.barometer.format("%+.2f").&lt;/p&gt;</pre>
<p>would result in</p>
<p class="example_output">The barometer trend over 3 hrs is +.02 inHg.</p>
<h3>Tag <span class="code">$unit</span></h3>
<p>The unit type, label, and string formats are also available, allowing
you to do highly customized labels: </p>
<table class="indent" style="width: 40%" summary="Examples of using unit formats">
<tbody>
<tr>
<td><strong>Tag</strong></td>
<td><strong>Results</strong></td>
</tr>
<tr>
<td class="code">$unit.unit_type.outTemp</td>
<td class="code">degree_C</td>
</tr>
<tr>
<td class="code">$unit.label.outTemp</td>
<td class="code">°C</td>
</tr>
<tr>
<td class="code">$unit.format.outTemp</td>
<td class="code">%.1f</td>
</tr>
</tbody>
</table>
<p>As a summary, the tag </p>
<pre class="tty">$day.outTemp.max.formatted$unit.label.outTemp</pre>
<p>would result in </p>
<pre class="tty">21.2°C</pre>
<p>(assuming metric values have been specified for <span class="code">group_temperature</span>),
essentially reproducing the results of the simpler tag <span class="code">$day.outTemp.max</span>.
</p>
<h3>Iteration</h3>
<p>For dot codes using an aggregation (<em>e.g.</em>, <span class="code">$day</span>,
<span class="code">$week</span>, <span class="code">$month</span>, <span
class="code">$year</span>, <span class="code">$rainyear</span>, then
the aggregation period can be iterated over by day or month. These are
the only two iteration periods available as of this version. </p>
<p>This example uses a Cheetah '<span class="code">for</span>' loop to
iterate over all months in a year, printing out each month's min and max
temperature (the iteration loop is <span class="highlight">&nbsp;highlighted&nbsp;</span>): </p>
<pre class="tty">&lt;html&gt;
&lt;head&gt;
&lt;title&gt;Year stats by month&lt;/title&gt;
&lt;/head&gt;
&lt;body&gt;
&lt;p&gt;Min, max temperatures by month:&lt;/p&gt;
<span class="highlight"> #for $month in $year.months</span>
&lt;p&gt;$month.dateTime.format("%B"): Min, max temperatures: $month.outTemp.min $month.outTemp.max&lt;/p&gt;
<span class="highlight"> #end for</span>
&lt;/body&gt;
&lt;/html&gt;</pre>
<p>Produces results: </p>
<pre class="tty">Min, max temperatures by month:
January: Min, max temperatures: 30.1°F 51.5°F
February: Min, max temperatures: 24.4°F 58.6°F
March: Min, max temperatures: 27.3°F 64.1°F
April: Min, max temperatures: 33.2°F 52.5°F
May: Min, max temperatures: N/A N/A
June: Min, max temperatures: N/A N/A
July: Min, max temperatures: N/A N/A
August: Min, max temperatures: N/A N/A
September: Min, max temperatures: N/A N/A
October: Min, max temperatures: N/A N/A
November: Min, max temperatures: N/A N/A
December: Min, max temperatures: N/A N/A</pre>
<p>See the NOAA template files <span class="code">NOAA/NOAA-YYYY.txt.tmpl</span>
and <span class="code">NOAA/NOAA-YYYY-MM.txt.tmpl</span> for examples
using iteration, as well as explicit formatting. </p>
<h3>Almanac</h3>
<p>If module <a href="http://rhodesmill.org/pyephem">pyephem</a> has been
installed, then <span class="code">weewx</span> can generate extensive
almanac information for the Sun, Moon, Venus, Mars, Jupiter, and other
heavenly bodies, including their rise, transit and set times, as well as
their azimuth and altitude. Other information is also available. </p>
<p>Here is a small sampling: </p>
<pre class="tty">&lt;html&gt;
&lt;head&gt;
&lt;title&gt;Almanac data&lt;/title&gt;
&lt;/head&gt;
&lt;body&gt;
&lt;p&gt;Current time is $current.dateTime&lt;p&gt;
#if $almanac.hasExtras
&lt;p&gt;Sunrise, transit, sunset: $almanac.sun.rise $almanac.sun.transit $almanac.sun.set&lt;/p&gt;
&lt;p&gt;Moonrise, transit, moonset: $almanac.moon.rise $almanac.moon.transit $almanac.moon.set&lt;/p&gt;
&lt;p&gt;Mars rise, transit, set: $almanac.mars.rise $almanac.mars.transit $almanac.mars.set&lt;/p&gt;
&lt;p&gt;Azimuth, altitude of mars: $almanac.mars.az $almanac.mars.alt&lt;/p&gt;
&lt;p&gt;Next new, full moon: $almanac.next_new_moon $almanac.next_full_moon&lt;/p&gt;
&lt;p&gt;Next summer, winter solstice: $almanac.next_summer_solstice $almanac.next_winter_solstice&lt;/p&gt;
#else
&lt;p&gt;Sunrise, sunset: $almanac.sunrise $almanac.sunset&lt;/p&gt;
#end if
&lt;/body&gt;
&lt;/html&gt;</pre>
<p>If your installation has pyephem installed this would result in: </p>
<pre class="tty">Current time is 29-Mar-2011 09:20
Sunrise, transit, sunset: 06:51 13:11 19:30
Moonrise, transit, moonset: 04:33 09:44 15:04
Mars rise, transit, set: 06:35 12:30 18:26
Azimuth, altitude of mars: 124.354959275 26.4808431952
Next new, full moon: 03-Apr-2011 07:32 17-Apr-2011 19:43
Next summer, winter solstice: 21-Jun-2011 10:16 21-Dec-2011 21:29</pre>
<p>Otherwise, a fallback position is used, resulting in </p>
<pre class="tty">Current time is 29-Mar-2011 09:20
Sunrise, sunset: 06:51 19:30</pre>
<p>As shown in the example, you can test whether this extended almanac
information is available with the value <span class="code">$almanac.hasExtras</span>.
</p>
<p>The almanac information falls in two categories:</p>
<ul>
<li>Calendar events</li>
<li>Heavenly bodies</li>
</ul>
<p>We will cover each of these separately.</p>
<h4>Calendar events</h4>
<p>"Calendar events" do not require a heavenly body. They cover things
such as "<span class="code">next_solstice</span>", or "<span class="code">next_first_quarter_moon</span>".
The syntax here is </p>
<pre class="tty">$almanac.next_solstice</pre>
<p>or </p>
<pre class="tty">$almanac.next_first_quarter_moon</pre>
<p>Here is a table of the information that falls into this category:</p>
<table class="indent code" style="width: 80%">
<tbody>
<tr>
<td>previous_equinox</td>
<td>next_equinox</td>
<td>previous_solstice</td>
<td>next_solstice</td>
</tr>
<tr>
<td>previous_autumnal_equinox</td>
<td>next_autumnal_equinox</td>
<td>previous_vernal_equinox</td>
<td>next_vernal_equinox</td>
</tr>
<tr>
<td>previous_winter_solstice</td>
<td>next_winter_solstice</td>
<td>previous_summer_solstice</td>
<td>next_summer_solstice</td>
</tr>
<tr>
<td>previous_new_moon</td>
<td>next_new_moon</td>
<td>previous_first_quarter_moon</td>
<td>next_first_quarter_moon</td>
</tr>
<tr>
<td>previous_full_moon</td>
<td>next_full_moon</td>
<td>previous_last_quarter_moon</td>
<td>next_last_quarter_moon</td>
</tr>
</tbody>
</table>
<h4>Heavenly bodies</h4>
<p>The second category does require a heavenly body. This covers queries
such as, "When does Jupiter rise?" or, "When does the sun transit?"
Examples are</p>
<pre class="tty">$almanac.jupiter.rise</pre>
<p>or</p>
<pre class="tty">$almanac.sun.transit</pre>
<p>To accurately calculate these times, <span class="code">weewx</span>
automatically uses the present temperature and pressure to calculate
refraction effects. However, you can override these values, which will
be necessary if you wish to match the almanac times published by the
Naval Observatory <a href="http://rhodesmill.org/pyephem/rise-set.html">as
explained in the pyephem documentation</a>. For example, to match the
sunrise time as published by the Observatory, instead of</p>
<pre class="tty">$almanac.sun.rise</pre>
<p>use</p>
<pre class="tty">$almanac(pressure=0, horizon=-34.0/60.0).sun.rise</pre>
<p>By setting pressure to zero we are bypassing the refraction
calculations and manually setting the horizon to be 34 arcminutes lower
than the normal horizon. This is what the Navy uses.</p>
<p>If you wish to calculate the start of civil twilight, you can set the
horizon to -6 degrees, and also tell <span class="code">weewx</span> to
use the center of the sun (instead of the upper limb, which it normally
uses) to do the calcuation:</p>
<pre class="tty">$almanac(pressure=0, horizon=-6).sun(use_center=1).rise</pre>
<p>The general syntax is:</p>
<pre class="tty">$almanac(pressure=<em>pressure</em>, horizon=<em>horizon</em>,
temperature=<em>temperature_C</em>).<em>heavenly_body</em>(use_center=[01]).<em>attribute</em></pre>
<p>As you can see, in addition to the horizon angle, you can also override
atmospheric pressure and temperature (degrees Celsius).</p>
<p>PyEphem offers an extensive list of objects that can be used for the <span
class="code"><em>heavenly_body</em></span> tag. All the planets and
many stars are in the list.</p>
<p>The <span class="code">attribute</span> tag can be one of </p>
<table class="indent code" style="width: 60%">
<tbody>
<tr>
<td>az</td>
<td>alt</td>
<td>a_ra</td>
<td>a_dec</td>
</tr>
<tr>
<td>g_ra</td>
<td>ra</td>
<td>g_dec</td>
<td>dec</td>
</tr>
<tr>
<td>elong</td>
<td>radius</td>
<td>hlong</td>
<td>hlat</td>
</tr>
<tr>
<td>sublat</td>
<td>sublong</td>
<td>next_rising</td>
<td>next_setting</td>
</tr>
<tr>
<td>next_transit</td>
<td>next_antitransit</td>
<td>previous_rising</td>
<td>previous_setting</td>
</tr>
<tr>
<td>previous_transit</td>
<td>previous_antitransit</td>
<td>rise</td>
<td>set</td>
</tr>
<tr>
<td>transit</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
</tbody>
</table>
<h2 id="defining_new_tags">Defining new tags</h2>
In the section on <em><a href="#templates">Customizing templates</a></em>,
we have seen how you can change a template and make use of the various
tags available such as <span class="code">$day.outTemp.max</span> for the
maximum outside temperature for the day. But, what if you want to
introduce some new data for which no tag is available?
<p>If you wish to introduce a static tag, that is, one that will not
change with time (such as a Google analytics Tracker ID, or your name),
then this is very easy: simply put it in section <span class="code"><a
href="#Extras">[Extras]</a></span> in the skin configuration file.
More information on how to do this can be found there. </p>
<p>But, what if you wish to introduce a more dynamic tag, one that
requires some calculation, or perhaps uses the database? Simply putting it
in the <span class="code">[Extras]</span> section won't do, because
then it cannot change. </p>
<p>The answer is to write a <em>search list extension</em>.</p>
<h3>Search list</h3>
<p> The Cheetah template engine (which <span class="code">weewx</span> uses) finds tags by
scanning a <em>search
list</em>,
a Python list of objects. For example, for a tag <span class="code">$foo</span>, the
engine will scan down the list, trying each object <span class="code">obj</span> in turn. First
it tries using <span class="code">foo</span> as an attribute, that is,
<span class="code">obj.foo</span>. If that raises an
exception <span class="code">AttributeError</span>, then it will try
<span class="code">foo</span> as a key, that is
<span class="code">obj[key]</span>. If that raises a
<span class="code">KeyError</span>, then it moves on to the next item
in the list. The first match that does not raise an exception is
returned. If no match is found, it raises a <span class="code">NameMapper.NotFound</span>
exception.</p>
<h3>
Extending the list</h3>
<p>Weewx comes with a number of objects already in the search list, but you can
extend it. To do so, you should have some familiarity with Python, in
particular, how to write new classes and member functions for them. </p>
<p>Let's look at an example. The regular version of <span class="code">weewx</span>
offers statistical summaries by day, week, month, and year. Suppose we
would like to add two more: </p>
<ul>
<li>All-time statistics. This would allow us to display statistics such
as the all-time high or low temperature seen at your station;</li>
<li>Seven days statistics. While <span class="code">weewx</span> offers
the tag <span class="code">$week</span>, this is statistics <em>since
Sunday at midnight</em>. We would like to have statistics for a full
week, that is since midnight seven days ago.</li>
</ul>
<p>This example is included in the distribution as <span class="symcode">
$BIN_ROOT</span><span class="code">/examples/xsearch.py</span>: </p>
<pre class="tty">import datetime
import time
from weewx.cheetahgenerator import SearchList
from weewx.stats import TimeSpanStats
from weeutil.weeutil import TimeSpan
class MyXSearch(SearchList): #1
def __init__(self, generator): #2
SearchList.__init__(self, generator)
def get_extension(self, valid_timespan, archivedb, statsdb): #3
# First, get a TimeSpanStats object for all time. This one is easy
# because the object valid_timespan already holds all valid times to be
# used in the report.
all_stats = TimeSpanStats(valid_timespan,
statsdb,
formatter=self.generator.formatter,
converter=self.generator.converter) # 4
# Now get a TimeSpanStats object for the last seven days. This one we
# will have to calculate. First, calculate the time at midnight, seven
# days ago. The variable week_dt will be an instance of datetime.date.
week_dt = datetime.date.fromtimestamp(valid_timespan.stop) - datetime.timedelta(weeks=1) #5
# Now convert it to unix epoch time:
week_ts = time.mktime(week_dt.timetuple()) # 6
# Now form a TimeSpanStats object, using the time span we just calculated:
seven_day_stats = TimeSpanStats(TimeSpan(week_ts, valid_timespan.stop),
statsdb,
formatter=self.generator.formatter,
converter=self.generator.converter) #7
# Now create a small dictionary with keys 'alltime' and 'seven_day':
search_list_extension = {'alltime' : all_stats,
'seven_day' : seven_day_stats} # 8
return search_list_extension&nbsp;</pre>
<p>Going through the example, line by line: </p>
<ol>
<li>Create a new class called <span class="code">MyXSearch</span>,
which will inherit from class <span class="code">SearchList</span>.
All search list extensions inherit from this class.</li>
<li>Create an initializer for our new class. In this case, the
initializer does nothing except pass its only parameter,
<span class="code">generator</span>, a reference to the calling
generator, to its superclass, <span class="code">SearchList</span>.
The superclass will store it in <span class="code">self</span>.</li>
<li>Override member function <span class="code">get_extension()</span>.
This function will be called when the generator is ready to accept
your new search list extension. The parameters that will be passed
in are:
<ul>
<li><span class="code">self</span> Python's way of indicating the
instance we are working with;</li>
<li><span class="code">valid_timespan</span> An instance of the
utility class <span class="code">TimeSpan</span>. This will
contain the valid start and ending times used by the template.
Normally, this is all valid times; </li>
<li><span class="code">archivedb</span> An instance of
<span class="code">weewx.archive.Archive</span>,
holding the archive database;</li>
<li><span class="code">statsdb</span> An instance of
<span class="code">weewx.stats.StatsDb</span>,
holding the statistical database.</li>
</ul>
</li>
<li>The class <span class="code">TimeSpanStats</span> represents a
statistical calculation over a time period. In our case, we will set
it up to represent the statistics over all possible times. The class
takes 4 parameters.
<ul>
<li>The first is the timespan over which the calculation is to be
done. Here, we have a lucky coincidence: the variable
<span class="code">valid_timespan</span>
already holds a <span class="code">TimeSpan</span> object
representing the domain of all valid timespans, so we simply
pass it in.</li>
<li>The second is the statistical database the calculation is to be
run against. We simply pass in
<span class="code">statsdb</span>.</li>
<li>The third should be an instance of class
<span class="code">weewx.units.Formatter</span>,
which contains information about how the results should be
formatted. We just pass in the formatter set up by the generator,
<span class="code">self.generator.formatter</span>.</li>
<li>The fourth should be an instance of
<span class="code">weewx.units.Converter</span>,
which contains information about the target units (<em>e.g.</em>,
"<span class="code">degree_C</span>") that are to be used. Again,
we just pass in the instance set up by the generator,
<span class="code">self.generator.converter</span>.</li>
</ul>
</li>
</ol>
<p>That one was relatively easy because we already had an instance of
<span class="code">TimeSpan</span>,
<span class="code">valid_timespan</span>,
that represented the time over which we wanted to do the calculations.
Setting up an instance that will work for the last seven days is a bit
trickier. Continuing our example...</p>
<ol start="5">
<li>The object <span class="code">valid_timespan</span> holds the
domain of all valid times, but in order to calculate statistics for
the last seven days, we need not the earliest valid time, but the
time at midnight seven days ago. So, we do a little Python date
arithmetic to calculate this. The object
<span class="code">week_dt</span> will be an instance of
<span class="code">datetime.date</span>.</li>
<li>We convert it to unix epoch time.</li>
<li>Now we are ready to initialize an appropriate
<span class="code">TimeSpanStats</span> object. It's the same as in
step #4, except we use our new timespan object.</li>
<li>Create a small dictionary with two keys,
'<span class="code">alltime</span>', and
'<span class="code">seven_day</span>' and return it. </li>
</ol>
<p>The last step is to tell the template engine where to find our
extension. You do that by going into the skin configuration file,
<span class="code">skin.conf</span>, and adding the option
<span class="code">search_list_extensions</span> with our new
extension. When you're done, it will look something like this:</p>
<pre class="tty">[CheetahGenerator]
# This section is used by the generator CheetahGenerator, and specifies
# which files are to be generated from which template.
# Possible encodings are 'html_entities', 'utf8', or 'strict_ascii'
encoding = html_entities
<span class="highlight">search_list_extensions = examples.xsearch.MyXSearch</span>
[[SummaryByMonth]]
...
</pre>
<p>Our addition has been <span class="highlight">&nbsp;highlighted&nbsp;</span>. Note that it is in the section
<span class="code">[CheetahGenerator]</span>.
(This section was called <span class="code">[FileGenerator]</span> in
earlier versions of <span class="code">weewx</span>, a name which will
still work.)</p>
<p>Now, if the Cheetah engine encounters the tag <span class="code">
$alltime</span>, it will scan the search list, looking for an
attribute or key that matches <span class="code">alltime</span>. When
it gets to the little dictionary we provided, it will find a matching
key, allowing it to retrieve the appropriate
<span class="code">TimeSpanStats</span> object.</p>
<p>With this approach, you can now include "all time" or "seven day"
statistics in your HTML templates: </p>
<pre class="tty">...
&lt;table&gt;
&lt;tr&gt;
&lt;td&gt;Maximum temperature to date: &lt;/td&gt;
&lt;td&gt;$alltime.outTemp.max&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Minimum temperature to date: &lt;/td&gt;
&lt;td&gt;$alltime.outTemp.min
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Rain over the last seven days: &lt;/td&gt;
&lt;td&gt;$seven_day.rain.sum
&lt;/tr&gt;
... (more table entries)</pre>
<p>If you place a custom generator somewhere other than the
<span class="symcode">$BIN_ROOT</span> hierarchy where
<span class="code">weewxd</span> resides, you may have to specify its
location in the environment variable
<span class="code">PYTHONPATH</span>
in the shell where you start weewx:
</p>
<pre class="tty">export PYTHONPATH=/home/me/secret_location</pre>
<h1 id="standard_skin">Customizing skins: the Standard skin</h1>
<p>This section is a reference to the options appearing in the Standard
skin configuration file, found in
<span class="symcode">$SKIN_ROOT</span><span class="code">/Standard/skin.conf</span>. </p>
<p>It is worth noting that, like the main configuration file
<span class="code">weewx.conf</span>, UTF-8 is used throughout. The
most important options are up near the top of the file. The truly
important ones, the ones you are likely to have to customize for your
station, are <span class="config_important"><strong>highlighted</strong></span>.
</p>
<h2 class="config_section" id="Extras">[Extras]</h2>
<p>This section is available to you to add any static tags that you might
want to be available in the templates.</p>
<h3>An Example: the Standard skin</h3>
<p>As an example, the Standard <span class="code">skin.conf</span>
file includes three options: </p>
<table class="indent" style="width:50%" summary="Tag Extras">
<tr>
<td><strong>Skin option</strong></td>
<td><strong>Template tag</strong></td>
</tr>
<tr>
<td><span class="code">radar_img</span></td>
<td><span class="code">$Extras.radar_img</span></td>
</tr>
<tr>
<td><span class="code">radar_url</span></td>
<td><span class="code">$Extras.radar_url</span></td>
</tr>
<tr>
<td><span class="code">googleAnalyticsId</span></td>
<td><span class="code">$Extras.googleAnalyticsId</span></td>
</tr>
</table>
<p>If you take a look at the template
<span class="code">index.html.tmpl</span> you will see
examples of testing for these tags (search the file for the
string <span class="code">radar_img</span> to find them).
</p>
<p class="config_option">radar_img</p>
<p>Set to an URL to show a local radar image for you.</p>
<p class="config_option">radar_url</p>
<p>If the above radar image is clicked, the browser will go to
this URL. This is usually used to show a more detailed,
close-up, radar picture.
</p>
<p>For me in Oregon, setting the above two options to:</p>
<pre class="tty">
[Extras]
radar_img = http://radar.weather.gov/ridge/lite/N0R/RTX_loop.gif
radar_url = http://radar.weather.gov/ridge/radar.php?product=NCR&rid=RTX&loop=yes</pre>
<p>results in a nice image of a radar centered on Portland,
Oregon. When you click on it, it gives you a detailed, animated view.
Take a look at
the <a href="http://radar.weather.gov/">NOAA radar website</a>
to find a nice one for you in the USA. In other countries, you
will have to consult your local weather service.
</p>
<p class="config_option">googleAnalyticsId </p>
<p>If you have a <a href="http://www.google.com/analytics/">Google
Analytics ID</a>, you can set it here. The Google Analytics
Javascript code will then be included, enabling analytics of your
website usage. If commented out, the code will not be included. </p>
<h3>Extending <span class="code">[Extras]</span></h3>
<p>Other tags can be added in a similar manner, including sub-sections.
For example, say you have added a video camera and you would like to
add a still image with a hyperlink to a page with the video. You want
all of these options to be neatly contained in a sub-section. </p>
<pre class="tty">[Extras]
[[video]]
still = video_capture.jpg
hyperlink = <a href="http://www.eatatjoes.com/video.html">http://www.eatatjoes.com/video.html</a></pre>
<p>Then in your template you could refer to these as: </p>
<pre class="tty">&lt;a href="$Extras.video.hyperlink"&gt;
&lt;img src="$Extras.video.still" alt="Video capture"/&gt;
&lt;/a&gt;</pre>
<h2 class="config_section">[Units]</h2>
<p>This section deals with Units and their formatting. </p>
<h3 class="config_section">[[Groups]]</h3>
<p>This sub-section lists all the <em>Unit Groups</em> and specifies
which unit system is to be used for each one of them. </p>
<p>As there are many different observational measurement types (such as '<span
class="code">outTemp</span>', '<span class="code">barometer</span>',
etc.) used in <span class="code">weewx</span> (more than 50 at last
count), it would be tedious, not to say possibly inconsistent, to
specify a different measurement system for each one of them. At the
other extreme, requiring all of them to be "U.S. Customary" or "Metric"
seems overly restrictive. <span class="code">Weewx</span> has taken a
middle route and divided all the different observation types into 12
different "<em>unit groups</em>." A unit group is something like "<span
class="code">group_temperature</span>." It represents the measurement
system to be used by all observation types that are measured in
temperature, such as inside temperature (type '<span class="code">inTemp</span>'),
outside temperature ('<span class="code">outTemp</span>'), dewpoint ('<span
class="code">dewpoint</span>'), wind chill ('<span class="code">windchill</span>'),
and so on. If you decide that you want unit group <span class="code">group_temperature</span>
to be measured in "<span class="code">degree_C</span>" then you are
saying <em>all</em> members of its group will be reported in degrees
Celsius. </p>
<p>Note that the unit system is always specified in the singular. That is,
specify "<span class="code">degree_C</span>" or "<span class="code">foot</span>",
not "<span class="code">degrees_C</span>" or "<span class="code">feet</span>".
See the Appendix <em> <a href="#units">Units</a></em> for more
information, including a concise summary of the groups, their members,
and which options can be used for each group. </p>
<p class="config_important"><a class="config_option" id="group_altitude">group_altitude</a>
</p>
<p>Which measurement unit to be used for altitude. Possible options are '<span
class="code">foot</span>' or '<span class="code">meter</span>'. </p>
<p class="config_option">group_direction </p>
<p>Which measurement unit to be used for direction. The only option is "<span
class="code">degree_compass</span>". </p>
<p class="config_option">group_moisture </p>
<p>The measurement unit to be used for soil moisture. The only option is "<span
class="code">centibar</span>." </p>
<p class="config_option">group_percent </p>
<p>The measurement unit to be used for percentages. The only option is "<span
class="code">percent</span>". </p>
<p class="config_important">group_pressure </p>
<p>The measurement unit to be used for pressure. Possible options are one
of "<span class="code">inHg</span>" (inches of mercury), "<span class="code">mbar</span>",
or "<span class="code">hPa</span>." </p>
<p class="config_option">group_radiation </p>
<p>The measurement unit to be used for radiation. The only option is "<span
class="code">watt_per_meter_squared</span>." </p>
<p class="config_important">group_rain </p>
<p>The measurement unit to be used for precipitation. Options are "<span class="code">inch</span>",
"<span class="code">cm</span>," or "<span class="code">mm</span>." </p>
<p class="config_important">group_rainrate </p>
<p>The measurement unit to be used for rate of precipitation. Possible
options are one of "<span class="code">inch_per_hour</span>", "<span class="code">cm_per_hour</span>",
or "<span class="code">mm_per_hour</span>". </p>
<p class="config_important">group_speed </p>
<p>The measurement unit to be used for wind speeds. Possible options are
one of "<span class="code">mile_per_hour</span>", "<span class="code">km_per_hour</span>",
"<span class="code">knot</span>", or "<span class="code">meter_per_second</span>."
</p>
<p class="config_important">group_speed2 </p>
<p>This group is similar to <span class="code">group_speed</span>, but is
used for calculated wind speeds which typically have a slightly higher
resolution. Possible options are one "<span class="code">mile_per_hour2</span>",
"<span class="code">km_per_hour2</span>", "<span class="code">knot2</span>",
or "<span class="code">meter_per_second2</span>". </p>
<p><a class="config_important" id="group_temperature">group_temperature</a>
</p>
<p>The measurement unit to be used for temperatures. Options are "<span class="code">degree_F</span>"
or "<span class="code">degree_C</span>." </p>
<p class="config_option">group_volt </p>
<p>The measurement unit to be used for voltages. The only option is "<span
class="code">volt</span>." </p>
<h3 class="config_section" id="Units_StringFormats">[[StringFormats]]</h3>
<p>This sub-section is used to specify what string format is to be used
for each unit when a quantity needs to be converted to a string.
Typically, this happens with y-axis labeling on plots and for statistics
in HTML file generation. For example, the options </p>
<pre class="tty">degree_C = %.1f
inch = %.2f</pre>
<p>would specify that the given string formats are to be used when
formatting any temperature measured in degrees Celsius or any
precipitation amount measured in inches, respectively. The <a href="http://docs.python.org/library/string.html#format-specification-mini-language">
formatting codes are those used by Python</a>, a, and are very similar
to C's <span class="code">sprintf()</span> codes. </p>
<p>You can also specify what string to use for an invalid or unavailable
measurement (value '<span class="code">None</span>'). For example, </p>
<pre class="tty">NONE = " N/A "</pre>
<h3 class="config_section" id="Units_Labels">[[Labels]]</h3>
<p>This sub-section specifies what label is to be used for each
measurement unit type. For example, the options </p>
<pre class="tty">degree_F = °F
inch = ' in'</pre>
<p>would cause all temperatures to have unit labels <span class="code">°F</span>
and all precipitation to have labels <span class="code">in</span>. If
any special symbols are to be used (such as the degree sign above) they
should be encoded in UTF-8. This is generally what most text editors use
if you cut-and-paste from a character map. Labels used in plot images
will be converted to Latin-1 first (this is all the Python Imaging
Library can handle). </p>
<h3 class="config_section" id="Units_TimeFormats">[[TimeFormats]]</h3>
<p>This sub-section is used for time labels. It uses <a href="http://docs.python.org/library/datetime.html#strftime-behavior">strftime()</a>
formats. For example </p>
<pre class="tty">week = %H:%M on %A
month = %d-%b-%Y %H:%M</pre>
<p>would specify that week data should use a format such as "<span class="code">15:20
on Sunday</span>", while month data should look like "<span class="code">06-Oct-2009
15:20</span>" </p>
<p>It also allows the formatting to be set for almanac times: </p>
<pre class="tty">ephem_day = %H:%M
ephem_year = %d-%b-%Y %H:%M</pre>
<p>The first of these, <span class="code">ephem_day</span>, is used for
almanac times within the day, such as sunrise or sunset. The second, <span
class="code">ephem_year</span>, is used for almanac times within the
year, such as the next equinox or full moon. </p>
<h3 class="config_section">[[Ordinates]]</h3>
<p class="config_option">directions</p>
<p>Set to the abbreviations to be used for ordinal directions. By default,
this is <span class="code">N, NNE, NE, ENE, E, ESE, SE, SSE, S, SSW,
SW, WSW, W, WNW, NW, NNW, N</span>.</p>
<h3 class="config_section">[[DegreeDays]]</h3>
<p class="config_important">heating_base <br />
cooling_base </p>
<p>Set to the base temperature for calculating heating and cooling
degree-days, along with the unit to be used. Examples:</p>
<pre class="tty">heating_base = 65.0, degree_F
cooling_base = 20.0, degree_C</pre>
<h3 class="config_section" id="trend">[[Trend]]</h3>
<p class="config_option">time_delta</p>
<p>Set to the time difference over which you want trends to be calculated.
The default is 3 hours.</p>
<p class="config_option">time_grace</p>
<p>When searching for a previous record to be used in calculating a trend,
a record within this amount of <span class="code">time_delta</span>
will be accepted. Default is 300 seconds.</p>
<h2 class="config_section">[Labels]</h2>
<p>This section sets the various labels to use. </p>
<p class="config_option">hemispheres </p>
<p>Comma separated list for the labels to be used for the four
hemispheres. The default is "<span class="code">N, S, E, W</span>".</p>
<p class="config_option">latlon_formats</p>
<p>Comma separated list for the formatting to be used when converting
latitude and longitude to strings. There should be three elements:</p>
<ol>
<li>The format to be used for whole degrees of latitude</li>
<li>The format to be used for whole degrees of longitude</li>
<li>The format to be used for minutes.</li>
</ol>
<p>This allows you to decide whether or not you want leading zeroes. The
default includes leading zeroes and is &quot;%02d&quot;, &quot;%03d&quot;, &quot;%05.2f&quot;</p>
<h3 class="config_section">[[Generic]]</h3>
<p>This sub-section specifies default labels to be used for each SQL
type. For example, options </p>
<pre class="tty">inTemp = Temperature inside the house
outTemp = Outside Temperature</pre>
<p>would cause the given labels to be used for plots involving SQL types <span
class="code">inTemp</span> and <span class="code">outTemp</span>. </p>
<h2 class="config_section">[Almanac]</h2>
<p>This section controls what text to use for the almanac. It consists of
only one entry </p>
<p class="config_option">moon_phases </p>
<p>This option is a comma separated list of labels to be used for the
eight phases of the moon. Default is "<span class="code">New, Waxing
crescent, First quarter, Waxing gibbous, Full, Waning gibbous, Last
quarter, Waning crescent</span>". </p>
<h2 class="config_section">[CheetahGenerator]</h2>
<p>This section is used by generator
<span class="code">weewx.cheetahgenerator.CheetahGenerator</span>
and controls text generation from templates, specifically which files
are to be produced from which template. </p>
<p>Before V2.5, this section was called
<span class="code">[FileGenerator]</span>.
Older versions and names are 100% backwards compatible.</p>
<h3>Overview of file generation</h3>
<p>Files are generated from templates, and each template is identified
by the <span class="config_option">template</span> parameter.</p>
<p>Each template file is named something like
<span class="code"><em>D/F.E.tmpl</em></span>, where
<span class="code">D</span> is the (optional) directory the
template sits in and will also be the directory the results will be
put in, and <span class="code">F.E</span> is the generated file name.
So, given a template file with name <span class="code">Acme/index.html.tmpl</span>,
the results will be put in <span class="symcode">$HTML_ROOT</span><span class="code">/Acme/index.html</span>. </p>
<p>The configuration for a group of templates will look something like this:</p>
<pre class="tty">[CheetahGenerator]
[[index]]
template = index.html.tmpl
[[textfile]]
template = filename.txt.tmpl
[[xmlfile]]
template = filename.xml.tmpl</pre>
<p>There can be only one <span class="config_option">template</span> in
each block. In most cases, the block name does not matter - it is
used only to isolate each template. However, there are two block names
that have speacial meaning: SummaryByMonth and SummaryByYear. These
are described below.</p>
<p>The file generator runs on each new archive record. In a default
weewx installation, that would be every 5 minutes.</p>
<p>Cheetah processes each template to generate a file. Cheetah follows
any logic defined by directives such as <span class="code">for</span>
or <span class="code">if ... else</span>, and it replaces variables
such as <span class="code">$Extras.radar_url</span> or
<span class="code">$current.outTemp.max</span>.</p>
<p>Variables are defined by objects in weewx. Some variables are static,
others are linked to data in databases. The list of variables can be
extended.</p>
<h3>File generation options</h3>
<p class="config_option">search_list</p>
<p>This is the list of search list objects that will be scanned by
the template engine, looking for tags. See the section <em>
<a href="#defining_new_tags">Defining new tags</a></em> and the
<a href="http://cheetahtemplate.org/docs/users_guide_html/users_guide.html">Cheetah documentation</a> for details on
search lists. If no <span class="config_option">search_list</span>
is specified, a default list will be
used. The default list is:</p>
<pre class="tty">search_list = weewx.cheetahgenerator.Almanac, weewx.cheetahgenerator.Station, weewx.cheetahgenerator.Stats, weewx.cheetahgenerator.UnitInfo, weewx.cheetahgenerator.Extras, weewx.cheetahgenerator.Current</pre>
<p class="config_option">search_list_extensions</p>
<p>This defines one or more search list objects that will be appended to
the <span class="config_option">search_list</span>. For example, the
following adds alltime and forecast variables to the search list.</p>
<pre class="tty">search_list_extensions = examples.xsearch.MyXSearch, user.forecast.ForecastVariables</pre>
<p class="config_option">encoding </p>
<p>This option controls which encoding is to be used for the generated
output. The encoding can be specified for individual files. There are
3 possible choices: </p>
<table class="indent" style="width: 90%">
<tbody>
<tr>
<td><strong>Encoding</strong></td>
<td><strong>Comments</strong></td>
</tr>
<tr>
<td class="code">html_entities</td>
<td>Non 7-bit characters will be represented
as HTML entities (<em>e.g.</em>, the degree sign will be
represented as <span class="code">&amp;#176;</span>)</td>
</tr>
<tr>
<td class="code">utf8</td>
<td>Non 7-bit characters will be represented in UTF-8.</td>
</tr>
<tr>
<td class="code">strict_ascii</td>
<td>Non 7-bit characters will be ignored.</td>
</tr>
</tbody>
</table>
<p>The encoding <span class="code">html_entities</span> is the
default.</p>
<p class="config_option">template</p>
<p>The name of a template file. A template filename must end with
<span class="code">.tmpl</span>. Filenames are case-sensitive.
If the template filename has the letters <span class="code">YYYY</span>
or <span class="code">MM</span> in its name, these will be substituted
for the year and month, respectively. So, a template with the name
<span class="code">summary-YYYY-MM.html.tmpl</span> would have name
<span class="code">summary-2010-03.html</span> for the month of March,
2010.</p>
<p class="config_option">stale_age</p>
<p>File staleness age, in seconds. If the file is older than this age
it will be generated from the template. If no stale_age is specified
the file will be generated each time the generator runs.</p>
<p class="config_option">[[SummaryByMonth]]</p>
<p>The <span class="code">SummaryByMonth</span> section defines some
special behavior. Each template in this section will be used
multiple times, each time with a different per-month timespan.
Be sure to include <span class="code">YYYY</span> and
<span class="code">MM</span> in the filename of any template in this
section.</p>
<p class="config_option">[[SummaryByYear]]</p>
<p>The <span class="code">SummaryByYear</span> section defines some
special behavior. Each template in this section will be used
multiple times, each time with a different per-year timespan.
Be sure to include <span class="code">YYYY</span> in the filename
of any template in this section.</p>
<h3>Customizing file generation</h3>
<p>The best way to customization file generation is to make a copy of
a working report/skin, then make incremental changes.</p>
<p>When there is an error during template generation, the error will
show up in the log file. Many errors are obvious - Cheetah will
display a line number and list the template file in which the error
occurred. In some cases the error reporting is rather obscure. So
make small changes and tests often. Use
<span class="code">wee_report</span>
to test modifications to the generator configuration and/or the
template contents.</p>
<h3>An Example: the Standard skin</h3>
<p>Here is the <span class="code">[CheetahGenerator]</span> section from
the Standard <span class="code">skin.conf</span></p>
<pre class="tty">[CheetahGenerator]
# This section is used by the generator CheetahGenerator, and specifies
# which files are to be generated from which template.
encoding = html_entities
[[SummaryByMonth]]
# Reports that summarize "by month"
[[[NOAA_month]]]
encoding = strict_ascii
template = NOAA/NOAA-YYYY-MM.txt.tmpl
[[SummaryByYear]]
# Reports that summarize "by year"
[[[NOAA_year]]]
encoding = strict_ascii
template = NOAA/NOAA-YYYY.txt.tmpl
[[ToDate]]
# Reports that show statistics "to date", such as day-to-date,
# week-to-date, month-to-date, etc.
[[[day]]]
template = index.html.tmpl
[[[week]]]
template = week.html.tmpl
[[[month]]]
template = month.html.tmpl
[[[year]]]
template = year.html.tmpl
[[[RSS]]]
template = RSS/weewx_rss.xml.tmpl
[[[Mobile]]]
template = mobile.html.tmpl</pre>
<p>The Standard skin contains three different kinds of generated
output: </p>
<ol>
<li>Summary by Month. The Standard skin uses
<span class="code">SummaryByMonth</span> to produce NOAA summaries,
one for each month, as a simple text file.</li>
<li>Summary by Year. The Standard skin uses
<span class="code">SummaryByYear</span> to produce NOAA summaries,
one for each year, as a simple text file.</li>
<li>Summary "To Date". The Standard skin produce reports for the day,
week, month, and year-to-date observations. These files are HTML.
The first, the daily summary (output filename is
<span class="code">index.html</span>),
includes a drop-down list that displays the NOAA month and yearly
summaries. </li>
</ol>
<p>The encoding for text files is <span class="code">strict_ansii</span>,
whereas the encoding for html files is
<span class="code">html_entities</span>. In the Standard skin this is
specified by declaring
<span class="code">encoding = html_entities</span> at the top level
of <span class="code">[CheetahGenerator]</span> then
<span class="code">encoding = strict_ansii</span> for each text file.
</p>
<p>Other than <span class="code">SummaryByMonth</span> and
<span class="code">SummaryByYear</span>, the section names are
arbitrary. <span class="code">ToDate</span> could just as well have
been called <span class="code">files_to_date</span>, and the sections
<span class="code">day</span>, <span class="code">week</span>, and
<span class="code">month</span> could just as well have been called
<span class="code">tom</span>, <span class="code">dick</span>, and
<span class="code">harry</span>.</p>
<h2 class="config_section">[CopyGenerator]</h2>
<p>This section is used by generator <span class="code">weewx.reportengine.CopyGenerator</span>
and controls which files are to be copied over from the skin
directory to the destination directory. Think of it as "file
generation," except that rather than going through the template engine,
the files are simply copied over. </p>
<h3>Copy generator options</h3>
<p class="config_option">copy_once </p>
<p>This option controls which files get copied over on the first
invocation of the report engine service. Typically, this is things such
as style sheets or background GIFs. Wildcards can be used. </p>
<p class="config_option">copy_always </p>
<p>This is a list of files that should be copied on every invocation.
Wildcards can be used. </p>
<h3>An Example: the Standard skin</h3>
<p>Here is the <span class="code">[CopyGenerator]</span> section from
the Standard <span class="code">skin.conf</span></p>
<pre class="tty">[CopyGenerator]
# This section is used by the generator CopyGenerator
# List of files to be copied only the first time the generator runs
copy_once = backgrounds/*, weewx.css, mobile.css, favicon.ico
# List of files to be copied each time the generator runs
# copy_always = </pre>
<p>The Standard skin includes some background images, CSS files, and
icons that need to be copied once. There are no files that need
to be copied each time the generator runs.</p>
<h2 class="config_section">[ImageGenerator]</h2>
<p>This section is used by generator <span class="code">weewx.reportengine.ImageGenerator</span>
and controls which images (plots) get generated and with which options.
While complicated, it is extremely flexible and powerful. </p>
<h3>Time periods</h3>
<p>The section consists of one or more sub-sections, one for each time
period (day, week, month, and year). These sub-sections define the
nature of aggregation and plot types for the time period. For example,
here is a typical set of options for sub-section <span class="code">[[month_images]]</span>,
controlling how images that cover a month period are generated: </p>
<pre class="tty">[[month_images]]
x_label_format = %d
bottom_label_format = %m/%d/%y %H:%M
time_length = 2592000 # == 30 days
aggregate_type = avg
aggregate_interval = 10800 # == 3 hours</pre>
<p>The option <span class="code">x_label_format</span> gives a <a href="http://docs.python.org/library/datetime.html#strftime-behavior">strftime()</a>
type format for the x-axis. In this example, it will only show days
(format option "<span class="code">%d</span>"). The <span class="code">bottom_label_format</span>
is the format used to time stamp the image at the bottom. In this
example, it will show the time as <span class="code">10/25/09 15:35</span>.
A plot will cover a nominal 30 days, and all items included in it will
use an aggregate type of averaging over 3 hours. </p>
<h3>Image files</h3>
<p>Within each sub-section is another nesting, one for each image to be
generated. The title of each sub-sub-section is the filename to be used
for the image. Finally, at one additional nesting level (!) are the
logical names of all the line types to be drawn in the image. Values
specified in the level above can be overridden. For example, here is a
typical set of options for sub-sub-section <span class="code">[[[monthrain]]]</span>:
</p>
<pre class="tty">[[[monthrain]]]
plot_type = bar
yscale = None, None, 0.02
[[[[rain]]]]
aggregate_type = sum
aggregate_interval = 86400
label = Rain (daily avg)</pre>
<p>This will generate an image file with name <span class="code">monthrain.png</span>.
It will be a bar plot. Option <span class="code">yscale</span> controls
the y-axis scaling — if left out, the scale will automatically be
chosen. However, in this example we are choosing to exercise some degree
of control by specifying values explicitly. The option takes a 3-way
tuple (<span class="code">ylow</span>, <span class="code">yhigh</span>,
<span class="code">min_interval</span>), where <span class="code">ylow</span>
and <span class="code">yhigh</span> are the minimum and maximum y-axis
values, respectively, and <span class="code">min_interval</span> is the
minimum tick interval. If set to '<span class="code">None</span>', the
corresponding value will be automatically chosen. So, in this example,
the setting</p>
<pre class="tty">yscale = None, None, 0.02</pre>
<p>will cause <span class="code">weewx</span> to pick sensible y minimum
and maximum values, but require that the tick increment (<span class="code">min_interval</span>)
be at least 0.02. </p>
<p>Continuing on with the example above, there will be only one plot
"line" (it will actually be a series of bars) and it will have logical
name "<span class="code">rain</span>". Because we have not said
otherwise, the SQL data type to be used for this line will be the same
as its logical name, that is, <span class="code">rain</span>, but this
can be overridden (see below). The aggregation type will be summing
(overriding the averaging specified in sub-section <span class="code">[[month_images]]</span>),
so you get the total rain over the aggregate period (rather than the
average) over an aggregation interval of 86,400 seconds (one day). The
plot line will be titled with the indicated label ('<span class="code">Rain
(daily avg)</span>') </p>
<p id="line_gap_fraction">If there is a time gap in the data, the options <span class="code">line_gap_fraction</span>
and <span class="code">bar_gap_fraction</span> control how it will be
drawn. The former, <span class="code">line_gap_fraction</span>, is used
for line graphs, the latter, <span class="code">bar_gap_fraction</span>,
for bar graphs. Here's what the resultant plots look like without and
with this option being specified:</p>
<div class="center" style="width:80%;margin:0 auto;">
<div style="float:left"> <img width="334" height="197" src="day-gap-not-shown.png"
alt="Gap not shown" />
<p class="caption"> No <span class="code">line_gap_fraction</span>
specified</p>
</div>
<div> <img width="334" height="197" src="day-gap-showing.png" alt="Gap showing" />
<p class="caption"> With <span class="code">line_gap_fraction=0.01</span></p>
</div>
</div>
<div style="clear:both"></div>
<h3>Including more than one SQL type in a plot</h3>
<p>More than one SQL type can be included in a plot. For example, here is
how to generate a plot with the week's outside temperature as well as
dewpoint: </p>
<pre class="tty">[[[monthtempdew]]]
[[[[outTemp]]]]
[[[[dewpoint]]]]</pre>
<p>This would create an image in file <span class="code">monthtempdew.png</span>
that includes a line plot of both outside temperature and dewpoint. </p>
<h3>Including the same SQL type more than once in a plot</h3>
<p>Another example. Say you want a plot of the day's temperature, overlaid
with hourly averages. Here, you are using the same data type ('<span class="code">outTemp</span>')
for both plot lines, the first with averages, the second without. If you
do the obvious it won't work: </p>
<pre class="tty">## WRONG ##
[[[daytemp_with_avg]]]
[[[[outTemp]]]]
aggregate_type = avg
aggregate_interval = 3600
[[[[outTemp]]]] # OOPS! The same section name appears more than once!</pre>
<p>The option parser does not allow the same section name ('<span class="code">outTemp</span>'
in this case) to appear more than once at a given level in the
configuration file, so an error will be declared (technical reason:
formally, the sections are an unordered dictionary). If you wish for the
same SQL type to appear more than once in a plot then there is a trick
you must know: use option <span class="code">data_type</span>. This
will override the default action that the logical line name is used for
the SQL type. So, our example would look like this: </p>
<pre class="tty">[[[daytemp_with_avg]]]
[[[[a_logical_name]]]]
data_type = outTemp
aggregate_type = avg
aggregate_interval = 3600
label = Avg. Temp.
[[[[outTemp]]]]</pre>
<p>Here, the first logical line has been given the name "<span class="code">a_logical_name</span>"
to distinguish it from the second line "<span class="code">outTemp</span>".
We have specified that the first line will use data type <span class="code">
outTemp</span> and that it will use averaging over a one hour period.
The second also uses <span class="code">outTemp</span>, but will not
use averaging. </p>
<p>The result is a nice plot of the day's temperature, overlaid with a
3-hour smoothed average: </p>
<p class="center"> <img width="300" height="180" alt="Daytime temperature with running average"
src="daytemp_with_avg.png" /> </p>
<p>One more example. This one shows daily high and low temperatures for a
year:</p>
<pre class="tty">[[year_images]]
...
[[[yearhilow]]]
[[[[hi]]]]
data_type = outTemp
aggregate_type = max
label = High
[[[[low]]]]
date_type = outTemp
aggregate_type = min
label = Low Temperature</pre>
<p>This results in the plot <span class="code">yearhilow.png</span>:</p>
<p class="center"><img width="300" height="180" alt="Daily highs and lows"
src="yearhilow.png" /> </p>
<h3>Progressive vector plots</h3>
<p><span class="code">Weewx</span> can produce progressive vector plots as
well as the more conventional x-y plots. To produce these, use plot type
'<span class="code">vector</span>'. You need a vector type to produce
this kind of plot. There are two: '<span class="code">windvec</span>',
and '<span class="code">windgustvec</span>'. While they do not actually
appear in the SQL database, <span class="code">weewx</span> understands
that they represent special vector-types. The first, '<span class="code">windvec</span>',
represents the average wind in an archive period, the second, '<span class="code">windgustvec</span>'
the max wind in an archive period. Here's how to produce a progressive
vector for one week that shows the hourly biggest wind gusts, along with
hourly averages: </p>
<pre class="tty">[[[weekgustoverlay]]]
aggregate_interval = 3600
[[[[windvec]]]]
label = Hourly Wind
plot_type = vector
aggregate_type = avg
[[[[windgustvec]]]]
label = Gust Wind
plot_type = vector
aggregate_type = max</pre>
<p>This will produce an image file with name <span class="code">weekgustoverlay.png</span>.
It will consist of two progressive vector plots, both using hourly
aggregation (3,600 seconds). For the first set of vectors, the hourly
average will be used. In the second, the max of the gusts will be used:
</p>
<p class="center"> <img width="300" height="180" alt="hourly average wind vector overlaid with gust vectors"
src="weekgustoverlay.png" /> </p>
<p>By default, the sticks in the progressive wind plots point towards the
wind source. That is, the stick for a wind from the west will point
left. If you have a chronic wind direction (as I do), you may want to
rotate the default direction so that all the vectors do not line up over
the x-axis, overlaying each other. Do this by using option <span class="code">vector_rotate</span>.
For example, with my chronic westerlies, I set <span class="code">vector_rotate</span>
to 90.0 for the plot above, so winds out of the west point straight up.
</p>
<p>If you use this kind of plot (the out-of-the-box version of <span class="code">weewx</span>
includes daily, weekly, monthly, and yearly progressive wind plots), a
small compass rose will be put in the lower-left corner of the image to
show the orientation of North. </p>
<h3>Overriding values</h3>
<p>Remember that values at any level can override values specified at a
higher level. For example, say you want to generate the standard plots,
but for a few key observation types such as barometer, you want to also
generate some oversized plots to give you extra detail, perhaps for an
HTML popup. The standard <span class="code">weewx.conf</span> file
specifies plot size of 300x180 pixels, which will be used for all plots
unless overridden: </p>
<pre class="tty">[ImageGenerator]
...
image_width=300
image_height = 180</pre>
<p>The standard plot of barometric pressure will appear in <span class="code">daybarometer.png</span>:
</p>
<pre class="tty">[[[daybarometer]]]
[[[[barometer]]]] </pre>
<p>We now add our special plot of barometric pressure, but specify a
larger image size. This image will be put in file <span class="code">daybarometer_big.png</span>.
</p>
<pre class="tty">[[[daybarometer_big]]]
image_width = 600
image_height = 360
[[[[barometer]]]]</pre>
<h3>An Example: the Standard skin</h3>
<p>Here is part of the <span class="code">[ImageGenerator]</span>
section from the Standard <span class="code">skin.conf</span></p>
<pre class="tty">[ImageGenerator]
image_width = 300
image_height = 180
...
plot_type = line # default to line, can be overridden at any level
aggregate_type = none # default to none, can be overridden at any level
width = 1 # default to skinny lines
time_length = 86400 # == 24 hours
[[day_images]]
x_label_format = %H:%M
bottom_label_format = %m/%d/%y %H:%M
time_length = 97200 # == 27 hours
[[[daybarometer]]]
[[[[barometer]]]]
[[[dayrain]]]
# Make sure the y-axis increment is at least 0.02 for the rain plot
yscale = None, None, 0.02
plot_type = bar
[[[[rain]]]]
aggregate_type = sum
aggregate_interval = 3600
label = Rain (hourly total)
[[[daywinddir]]]
# Hardwire in the y-axis scale for wind direction
yscale = 0.0, 360.0, 45.0
[[[[windDir]]]]
[[[daywindvec]]]
[[[[windvec]]]]
plot_type = vector
[[[dayradiation]]]
[[[[radiation]]]]
[[week_images]]
x_label_format = %d
bottom_label_format = %m/%d/%y %H:%M
time_length = 604800 # == 7 days
aggregate_type = avg
aggregate_interval = 3600
[[[weekbarometer]]]
[[[[barometer]]]]
[[[weekrain]]]
yscale = None, None, 0.02
plot_type = bar
[[[[rain]]]]
aggregate_type = sum
aggregate_interval = 86400
label = Rain (daily total)
[[[weekwinddir]]]
yscale = 0.0, 360.0, 45.0
[[[[windDir]]]]
[[[weekwindvec]]]
[[[[windvec]]]]
plot_type = vector
[[[weekradiation]]]
[[[[radiation]]]]
...
</pre>
<p>The Standard skin defines many different types of plots. Note that
each plot will be created only if there are data that match the
definition. For example, if a station does not produce radiation
data, no radiation images will be generated. This means that a single
report can be used for many different stations, even if the stations
have different sensors or capabilities.</p>
<h2 class="config_section" id="generators">[Generators]</h2>
<p>This section defines the generators that should be run as well as
options for specific generators.</p>
<h3>Generator options</h3>
<p class="config_option">generator_list </p>
<p>This option controls which generators get run for this skin. It is a
comma separated list. The generators will be run in this order. </p>
<h3>An Example: the Standard skin</h3>
<p>Here is the <span class="code">[Generators]</span> section from the
Standard <span class="code">skin.conf</span></p>
<pre class="tty">[Generators]
generator_list = weewx.cheetahgenerator.CheetahGenerator, weewx.imagegenerator.ImageGenerator, weewx.reportengine.CopyGenerator</pre>
<p>The Standard skin uses three generators: CheetahGenerator, ImageGenerator, and CopyGenerator.</p>
<h1 id="localization">Localization</h1>
<p>Weewx has been designed to make localization fairly straightforward.
What follows is a guide to localizing
to a non-English language and/or locale.</p>
<h2>Translate the templates</h2>
<p>First, you will need to go through the templates and translate to your
target language. Obvious text strings such as "<span class="code">Current
Weather Conditions</span>" will need to be translated.</p>
<h2>Modify skin.conf to reflect local conventions</h2>
<p>Next, you will need to go through <span class="code">skin.conf</span>
and modify options to follow local conventions. This includes dates and
labels.</p>
<h3>Dates</h3>
<p>Date formats may need to be changed. For example, if you wish to follow
the European convention Day/Month/Year, rather than the US convention of
Month/Day/Year, then several lines in the <span class="code">[[TimeFormats]]</span>
section may have to be changed. Note that the format for '<span class="code">week</span>'
also includes the preposition '<span class="code">on</span>', which may
have to be translated to your language.</p>
<pre class="tty"> [[TimeFormats]]
#
# This section sets the string format to be used
# each time scale.
#
day = %H:%M
week = %H:%M on %A
month = %d-%b-%Y %H:%M
year = %d-%b-%Y %H:%M
rainyear = %d-%b-%Y %H:%M
current = %d-%b-%Y %H:%M
ephem_day = %H:%M
ephem_year = %d-%b-%Y %H:%M</pre>
<p>The bottom label format used in plots may need to be changed from</p>
<pre class="tty">bottom_label_format = %m/%d/%y</pre>
<p>to</p>
<pre class="tty">bottom_label_format = %d/%m/%y</pre>
<h3>Labels</h3>
<p>There are several almanac labels that may need to be changed. These
include:</p>
<pre class="tty">hemisphere = N, S, E, W</pre>
<p>and</p>
<pre class="tty">moon_phases = New, Waxing crescent, First quarter, Waxing gibbous, Full, Waning gibbous, Last quarter, Waning crescent</pre>
<p>Most of the unit labels either follow ISO conventions, or are unlikely
to be used outside English speaking countries (an example would be
&quot;foot&quot;). But, there are two exceptions:</p>
<pre class="tty">hour = &quot; hrs&quot;
second = &quot; secs&quot;</pre>
<p>You will also have to change the generic labels given to your weather
observations:</p>
<pre class="tty">barometer = Barometer
dewpoint = Dew Point
heatindex = Heat Index
inHumidity = Inside Humidity
inTemp = Inside Temperature
outHumidity = Outside Humidity
outTemp = Outside Temperature
radiation = Radiation
rain = Rain
rainRate = Rain Rate
rxCheckPercent = ISS Signal Quality
windDir = Wind Direction
windGust = Gust Speed
windGustDir = Gust Direction
windSpeed = Wind Speed
windchill = Wind Chill
windgustvec = Gust Vector
windvec = Wind Vector
extraTemp1 = Pond Temperature</pre>
<h2>Environment variable <span class="code">LANG</span></h2>
<p>Finally, you will need to set the environment variable <span class="code">LANG</span>
to reflect your locale. For example, assuming you set</p>
<pre class="tty">$ export LANG=es_ES.UTF-8</pre>
<p>before running <span class="code">weewx</span>, then the local Spanish
names for days of the week and months of the year will be used. The
decimal point for numbers will also be modified appropriately.</p>
<h1 id="service_engine">Customizing the <span class="code">weewx</span> service engine</h1>
<p>This is an advanced topic intended for those who wish to try their hand
at extending the internal engine in weewx. You should have a passing
familiarity with Python or, at least, be willing to learn it. </p>
<p><em>Please note that the service engine is likely to change in future
versions! </em></p>
<p>At a high level, <span class="code">weewx</span> consists of an <em>engine</em>
that is responsible for managing a set of <em>services</em>. A service
consists of a Python class which binds its member functions to various <em>events</em>.
The engine arranges to have the bound member function called when a
specific event happens, such as a new LOOP packet arriving. </p>
<p>To customize, you can </p>
<ul>
<li>Customize a service </li>
<li>Add a service </li>
</ul>
<p>The default install of <span class="code">weewx</span> includes the
following services, shown in the order they are normally run:</p>
<table class="indent" style="width: 80%">
<tbody>
<tr>
<td><strong>Service</strong></td>
<td><strong>Function</strong></td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdConvert</td>
<td>Converts the units of the input to a target unit system (such as
US or Metric).</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdCalibrate</td>
<td>Adjust new LOOP and archive packets using calibration
expressions.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdQC</td>
<td>Check that observation values fall within a specified range.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdArchive</td>
<td>Archive any new data to the SQL databases.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdTimeSynch</td>
<td>Arrange to have the clock on the console synchronized at regular
intervals.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdPrint</td>
<td>Print out new LOOP and archive packets on the console.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdRESTful</td>
<td>Start a thread to manage <a href="http://en.wikipedia.org/wiki/Representational_State_Transfer">
RESTful</a> (simple stateless client-server protocols)
connections; such as those used by the Weather Underground or
PWSweather.</td>
</tr>
<tr>
<td class="code">weewx.wxengine.StdReport</td>
<td>Launch a new thread to do report processing after a new archive
record arrives. Reports do things such as generate HTML files,
generate images, or FTP/rsync files to a web server. New reports
can be added easily by the user.</td>
</tr>
</tbody>
</table>
<h2>Customizing a Service</h2>
<p>The service <span class="code">weewx.wxengine.StdPrint</span> prints
out new LOOP and archive packets to the console when they arrive. By
default, it prints out the entire record, which generally includes a lot
of possibly distracting information and can be rather messy. Suppose you
do not like this, and want it to print out only the time, barometer
reading, and the outside temperature whenever a new LOOP packet arrives.
This could be done by subclassing the default print service <span class="code">StdPrint</span>
and overriding member function <span class="code">new_loop_packet()</span>.
</p>
<p>Create the file <span class="symcode">$BIN_ROOT</span><span class="code">/user/myprint.py</span>:
</p>
<pre class="tty">from weewx.wxengine import StdPrint
from weeutil.weeutil import timestamp_to_string
class MyPrint(StdPrint):
# Override the default new_loop_packet member function:
def new_loop_packet(self, event):
packet = event.packet
print "LOOP: ", timestamp_to_string(packet['dateTime']),
"BAR=", packet.get('barometer', 'N/A'),
"TEMP=", packet.get('outTemp', 'N/A')</pre>
<p>This service substitutes a new implementation for the member function <span
class="code">new_loop_packet</span>. This implementation prints out
the time, then the barometer reading (or '<span class="code">N/A</span>'
if it is not available) and the outside temperature (or '<span class="code">N/A</span>').</p>
<p>You then need to specify that your print service class should be loaded
instead of the default <span class="code">StdPrint</span> service. This
is done by substituting your service name for <span class="code">StdPrint</span>
in <span class="code">service_list</span>, located in <span class="code">[Engines][[WxEngine]]</span>:
</p>
<pre class="tty">[Engines]
[[WxEngine]]
service_list = weewx.wxengine.StdConvert, weewx.wxengine.StdCalibrate, weewx.wxengine.StdQC, weewx.wxengine.StdArchive, weewx.wxengine.StdTimeSynch, <span class="highlight">user.myprint.MyPrint, </span>weewx.wxengine.StdRESTful, weewx.wxengine.StdReport</pre>
<p>Note that the <span class="code">service_list</span> must be all on
one line. Unfortunately, the parser <span class="code">ConfigObj</span>
does not allow options to be continued on to following lines.</p>
<h2>Adding a Service</h2>
<p>Suppose there is no service that can be easily customized for your
needs. In this case, a new one can easily be created by subclassing off
the abstract base class <span class="code">StdService</span>, and then
adding the functionality you need. Here is an example that implements an
alarm that sends off an email when an arbitrary expression evaluates <span
class="code">True</span>. This example is included in the standard
distribution in directory <span class="symcode">$BIN_ROOT</span><span
class="code">/examples</span>.</p>
<p>File <span class="code">examples/alarm.py</span>: </p>
<pre class="tty">import time
import smtplib
from email.mime.text import MIMEText
import threading
import syslog
import weewx
from weewx.wxengine import StdService
from weeutil.weeutil import timestamp_to_string, option_as_list
# Inherit from the base class StdService:
class MyAlarm(StdService):
"""Custom service that sounds an alarm if an arbitrary expression evaluates true"""
def __init__(self, engine, config_dict):
# Pass the initialization information on to my superclass:
super(MyAlarm, self).__init__(engine, config_dict)
# This will hold the time when the last alarm message went out:
self.last_msg_ts = 0
try:
# Dig the needed options out of the configuration dictionary.
# If a critical option is missing, an exception will be thrown and
# the alarm will not be set.
self.expression = config_dict['Alarm']['expression']
self.time_wait = int(config_dict['Alarm'].get('time_wait', 3600))
self.smtp_host = config_dict['Alarm']['smtp_host']
self.smtp_user = config_dict['Alarm'].get('smtp_user')
self.smtp_password = config_dict['Alarm'].get('smtp_password')
self.SUBJECT = config_dict['Alarm'].get('subject', "Alarm message from weewx")
self.FROM = config_dict['Alarm'].get('from', 'alarm@weewx.com')
self.TO = option_as_list(config_dict['Alarm']['mailto'])
syslog.syslog(syslog.LOG_INFO, "alarm: Alarm set for expression: \"%s\"" % self.expression)
# If we got this far, it's ok to start intercepting events:
self.bind(weewx.NEW_ARCHIVE_RECORD, self.newArchiveRecord) # NOTE 1
except Exception, e:
syslog.syslog(syslog.LOG_INFO, "alarm: No alarm set. %s" % e)
def newArchiveRecord(self, event):
"""Gets called on a new archive record event."""
# To avoid a flood of nearly identical emails, this will do
# the check only if we have never sent an email, or if we haven't
# sent one in the last self.time_wait seconds:
if not self.last_msg_ts or abs(time.time() - self.last_msg_ts) &gt;= self.time_wait :
# Get the new archive record:
record = event.record
# Evaluate the expression in the context of the event archive record.
# Sound the alarm if it evaluates true:
if eval(self.expression, None, record): # NOTE 2
# Sound the alarm!
# Launch in a separate thread so it doesn't block the main LOOP thread:
t = threading.Thread(target = MyAlarm.soundTheAlarm, args=(self, record))
t.start()
# Record when the message went out:
self.last_msg_ts = time.time()
def soundTheAlarm(self, rec):
"""This function is called when the given expression evaluates True."""
# Get the time and convert to a string:
t_str = timestamp_to_string(rec['dateTime'])
# Log it in the system log:
syslog.syslog(syslog.LOG_INFO, "alarm: Alarm expression \"%s\" evaluated True at %s" % (self.expression, t_str))
# Form the message text:
msg_text = "Alarm expression \"%s\" evaluated True at %s\nRecord:\n%s" % (self.expression, t_str, str(rec))
# Convert to MIME:
msg = MIMEText(msg_text)
# Fill in MIME headers:
msg['Subject'] = self.SUBJECT
msg['From'] = self.FROM
msg['To'] = ','.join(self.TO)
# Create an instance of class SMTP for the given SMTP host:
s = smtplib.SMTP(self.smtp_host)
try:
# Some servers (eg, gmail) require encrypted transport.
# Be prepared to catch an exception if the server
# doesn't support it.
s.ehlo()
s.starttls()
s.ehlo()
syslog.syslog(syslog.LOG_DEBUG, " **** using encrypted transport")
except smtplib.SMTPException:
syslog.syslog(syslog.LOG_DEBUG, " **** using unencrypted transport")
try:
# If a username has been given, assume that login is required for this host:
if self.smtp_user:
s.login(self.smtp_user, self.smtp_password)
syslog.syslog(syslog.LOG_DEBUG, " **** logged in with user name %s" % (self.smtp_user,))
# Send the email:
s.sendmail(msg['From'], self.TO, msg.as_string())
# Log out of the server:
s.quit()
except Exception, e:
syslog.syslog(syslog.LOG_ERR, "alarm: SMTP mailer refused message with error %s" % (e,))
raise
# Log sending the email:
syslog.syslog(syslog.LOG_INFO, " **** email sent to: %s" % self.TO) </pre>
<p>This service expects all the information it needs to be in the
configuration file <span class="code">weewx.conf</span> in a new
section called <span class="code">[Alarm]</span>. So, add the following
lines to your configuration file: </p>
<pre class="tty">[Alarm]
expression = "outTemp &lt; 40.0"
time_wait = 3600
smtp_host = smtp.mymailserver.com
smtp_user = myusername
smtp_password = mypassword
mailto = auser@adomain.com, anotheruser@someplace.com
from = me@mydomain.com
subject = "Alarm message from weewx!"</pre>
<p>There are two important points to be noted in this example, each marked
with a "<span class="code">NOTE</span>" flag in the code.</p>
<ol>
<li>Here is where the binding happens between an event,
weewx.NEW_ARCHIVE_RECORD in this example, and a member function,
self.newArchiveRecord. There are other events that can be
interecepted. Look in the file <span class="symcode">$BIN_ROOT</span><span
class="code">/weewx/__init__.py</span>.</li>
<li>This is where the test is done of whether or not to sound the alarm.
The <span class="code">[Alarm]</span> configuration options specify
that the alarm be sounded when "<span class="code">outTemp &lt; 40.0</span>"
evaluates <span class="code">True</span>, that is when the outside
temperature is below 40.0 degrees. Any valid Python expression can be
used, although the only variables available are those in the current
archive record.</li>
</ol>
<p>Another example expression could be: </p>
<pre class="tty">expression = "outTemp &lt; 32.0 and windSpeed &gt; 10.0"</pre>
<p>In this case, the alarm is sounded if the outside temperature drops
below freezing and the wind speed is greater than 10.0. </p>
<p>Option <span class="code">time_wait</span> is used to avoid a flood of
nearly identical emails. The new service will wait this long before
sending another email out. </p>
<p>Email will be sent through the SMTP host specified by option <span class="code">smtp_host</span>.
The recipient(s) are specified by the comma separated option <span class="code">mailto</span>.
</p>
<p>Many SMTP hosts require user login. If this is the case, the user and
password are specified with options <span class="code">smtp_user</span>
and <span class="code">smtp_password</span>, respectively. </p>
<p>The last two options, "<span class="code">from</span>" and "<span class="code">subject</span>"
are optional. If not supplied, <span class="code">weewx</span> will
supply something sensible. Note, however, that some mailers require a
valid "from" email address and the one <span class="code">weewx</span>
supplies may not satisfy its requirements. </p>
<p>To make this all work, you must tell the engine to load this new
service. This is done by adding your service name to the list <span class="code">service_list</span>,
located in <span class="code">[Engines][[WxEngine]]</span>: </p>
<pre class="tty">[Engines]
[[WxEngine]]
service_list = weewx.wxengine.StdConvert, weewx.wxengine.StdCalibrate, weewx.wxengine.StdQC, weewx.wxengine.StdArchive, weewx.wxengine.StdTimeSynch, weewx.wxengine.StdPrint, weewx.wxengine.StdRESTful, weewx.wxengine.StdReport<span class="highlight">, examples.alarm.MyAlarm</span></pre>
<p>Note that the <span class="code">service_list</span> must be all on
one line. Unfortunately, the parser <span class="code">ConfigObj</span>
does not allow options to be continued on to following lines.</p>
<p>In addition to the example above, the distribution also includes a
low-battery alarm (<span class="code">lowBattery.py</span>), which is
similar, except that it intercepts LOOP events (instead of
archiving events). </p>
<h1 id ="archive_database">Customizing the archive database</h1>
<p>For most users the default database will work just fine. It has the
added advantage of being compatible with the wview database.
Nevertheless, there may be occasions where you may want to add a SQL
type to your database, or change its unit system. This section shows you
how to do this, using the utility <span class="symcode">$BIN_ROOT</span><span
class="code">/wee_config_database</span>.</p>
<p>This utility also has the ability to check a sqlite version of the archive
database for embedded strings (where a float is expected).<p>
<p>Before starting, it's worth running the utility with the <span class="code">--help</span>
flag to see how it is used:</p>
<pre class="tty"><span class="symcode">$BIN_ROOT</span>/wee_config_database --help</pre>
<p>This will result in an output that looks something like this:</p>
<pre class="tty">
Usage: wee_config_database: [config_path] [--help]
[--create-database] [--create-stats]
[--reconfigure] [--backfill-stats]
[--string-check] [--fix]
Configure the weewx databases. Most of these functions are handled
automatically by weewx, but they may be useful as a utility in special cases.
In particular, the 'reconfigure' option can be useful if you decide to add or
drop data types from the database schema or change unit systems.
Options:
-h, --help show this help message and exit
--config=FILE use configuration file FILE
--create-archive Create the archive database.
--create-stats Create the statistical database.
--reconfigure Create a new archive database using configuration
information found in the configuration file. In
particular, the new database will use the unit system
found in option [StdConvert][target_unit]. It will use the
schema found in './bin/user/schemas.py'. The new database
will have the same name as the old database, with a '_new'
on the end.
--backfill-stats Backfill the statistical database using the archive
database
--string-check Check a sqlite version of the archive database for
embedded strings in it.
--fix If a string is found, fix it.
If you are using the MySQL database it is assumed that you have the
appropriate permissions for the requested operation.</pre>
<h2>Adding a new observation type</h2>
<p>Suppose you have installed an electric meter at your house and you wish
to correlate electrical usage with the weather. The meter has some sort
of connection to your computer, allowing you to download the
consumption. At the end of every archive interval you want to sample the
meter for the electricity consumed during the interval, then store the
results in the archive database, along with the weather data. How would
you do this?</p>
<p>First, you would write a custom service that retrieves the electrical
consumption data and adds it to the archive record. See the section <a
href="#service_engine">Customizing the weewx service engine</a> for
details on how to write a custom service. However, when you are done it
will look something like this:</p>
<pre class="tty">from weewx.wxengine import StdService
class AddElectricity(StdService):
def new_archive_packet(self, event):
(code that downloads the consumption data from the connection to the meter)
event.record['electricity'] = retrieved_value</pre>
<p>This adds a new key '<span class="code">electricity</span>' to the
record dictionary and sets it equal to some value. As an aside, if you
do something like this, you would want to make sure that the code to
retrieve the current electrical consumption does not delay very long so
it does not slow down the main loop. If it's going to cause a delay of
more than a couple seconds you might want to put it in a separate thread
and feed the results to <span class="code">AddElectricity</span>
through a queue.</p>
<p>As usual, you would add your new service to the option <span class="code">
service_list</span> in <span class="code">weewx.conf</span>, making
sure it appears before <span class="code">StdArchive</span> so your new
value is inserted into the record <em>before</em> the data is archived.</p>
<h3 id="add_archive_type">Adding a new type to the archive database</h3>
<p>So, now you have created a new observation type, '<span class="code">electricity</span>'.
Trouble is, there is no corresponding type in the schema of the SQL
database and, therefore, it won't be stored there. How would you add
such a type?</p>
<p>Here's our general strategy:</p>
<ol>
<li>Add a new type to the database schema.</li>
<li>Make sure you have the necessary permissions to create the new
database.</li>
<li>Populate it with data from the old database.</li>
<li>Shuffle databases around so <span class="code">weewx</span> will
use the new database.</li>
<li>Modify the stats database so it includes the new type as well
(Optional).</li>
</ol>
<p>1. <strong>Adding a new type to the schema.</strong> When creating a
database the schema is obtained from file <span class="symcode">$BIN_ROOT</span><span
class="code">/user/schemas.py</span>. Take a look at it now. You will
see a list called <span class="code">defaultArchiveSchema</span> that
holds all the observation names and their SQL types. It looks something
like:</p>
<pre class="tty">defaultArchiveSchema = [('dateTime', 'INTEGER NOT NULL UNIQUE PRIMARY KEY'),
('usUnits', 'INTEGER NOT NULL'),
('interval', 'INTEGER NOT NULL'),
('barometer', 'REAL'),
('pressure', 'REAL'),
('altimeter', 'REAL'),
('inTemp', 'REAL'),
('outTemp', 'REAL'),
...
('inTempBatteryStatus', 'REAL')]</pre>
<p>Let's modify it to add our new type, '<span class="code">electricity</span>'.
Now it looks like this:</p>
<pre class="tty">defaultArchiveSchema = [('dateTime', 'INTEGER NOT NULL UNIQUE PRIMARY KEY'),
('usUnits', 'INTEGER NOT NULL'),
('interval', 'INTEGER NOT NULL'),
('barometer', 'REAL'),
('pressure', 'REAL'),
('altimeter', 'REAL'),
('inTemp', 'REAL'),
('outTemp', 'REAL'),
...
<span class="highlight"> ('electricity', 'REAL'),</span>
('inTempBatteryStatus', 'REAL')]</pre>
<p>The new line has been <span class="highlight">&nbsp;highlighted&nbsp;</span>.</p>
<p>2. <strong>Check permissions.</strong> The reconfiguration utility
will create a new database with the same name as the old, except with
the suffix '<span class="code">_new</span>' attached to the end. Make
sure you have the necessary permissions to do this. In particular, if
you are using MySQL, you will need '<span class="code">CREATE</span>'
privileges.</p>
<p>3. <strong>Run <span class="code">wee_config_database</span>.</strong>
Now run the utility <span class="code">wee_config_database</span>
with the <span class="code">--reconfigure</span> option and the path to
the configuration file:</p>
<pre class="tty"><span class="symcode">$BIN_ROOT</span>/wee_config_database --reconfigure <span
class="symcode">$CONFIG_ROOT</span>/weewx.conf</pre>
<p>This will create a new database (nominally, <span class="code">weewx.sdb_new</span>
if you are using sqlite, <span class="code">weewx_new</span> if you are
using MySQL) using the new schema and populate it with data from the old
database. </p>
<p>4. <strong>Shuffle the databases.</strong> Now arrange things so <span
class="code">weewx</span> can find the new database. </p>
<p class="warning"><strong>Warning!</strong><br />
Make a backup of the data before doing any of the next steps! </p>
<p> You can either shuffle the databases around so the new database has
the same name as the old database, or edit <span class="code">weewx.conf</span>
to use the new database name. To do the former:</p>
<p>For sqlite:</p>
<pre class="tty">cd <span class="symcode">$SQLITE_ROOT</span>
mv weewx.sdb_new weewx.sdb</pre>
<p>For MySQL:</p>
<pre class="tty">mysql -u &lt;username&gt; --password=&lt;mypassword&gt;
<span class="prompt">mysql&gt;</span> DROP DATABASE weewx;   # Drops the old database
<span class="prompt">mysql&gt;</span> CREATE DATABASE weewx; # Create a new one with the same name
<span class="prompt">mysql&gt;</span> RENAME TABLE weewx_new.archive TO weewx.archive;   # Rename to the nominal name</pre>
<p>5. <strong>Modify the stats database.</strong> At this point, you can
use the new observation type in the plots. However, if you wish to use
it in the statistical summaries, you will also have to add it to the
stats database. To do this, add the type to the Python list <span class="code">stats_types</span>,
which can be found in <span class="symcode">$BIN_ROOT</span><span class="code">/user/schemas.py</span>,
so it reads something like this:</p>
<pre class="tty">stats_types = ['barometer', 'inTemp', 'outTemp',
'inHumidity', 'outHumidity',
'rainRate', 'rain', 'dewpoint', 'windchill', 'heatindex', 'ET',
'radiation', 'UV', 'extraTemp1', 'rxCheckPercent', 'wind',
<span class="highlight">'electricity'</span>]</pre>
<p>Now delete the stats database (nominally <span class="code">stats.sdb</span>
for sqlite, <span class="code">stats</span> for MySQL). Weewx will
automatically rebuild it, including your new type.</p>
<h3>Using the new type</h3>
<p>Now you've added a new type. How do you use it? </p>
<p>Pretty much like any other type. For example, to do a plot of the
month's electric consumption, totaled by day, add this section to the <span
class="code">[[month_images]]</span> section of <span class="code">skin.conf</span>:</p>
<pre class="tty">[[[monthelectric]]]
[[[[electricity]]]]
aggregate_type = sum
aggregate_interval = 86400
label = Electric consumption (daily total)</pre>
<p>This will cause the generation of an image <span class="code">monthelectric.png</span>,
showing a plot of each day's consumption for the past month.</p>
<p>If you wish to use the new type in the templates, it will be available
using the same syntax as any other type. Here are some other tags that
might be useful:</p>
<table class="indent" style="width: 80%">
<tbody>
<tr>
<td><strong>Tag</strong></td>
<td><strong>Meaning</strong></td>
</tr>
<tr>
<td class="code">$day.electricity.sum</td>
<td>Total consumption since midnight</td>
</tr>
<tr>
<td class="code">$year.electricity.sum</td>
<td>Total consumption since the first of the year</td>
</tr>
<tr>
<td class="code">$year.electricity.max</td>
<td>The most consumed during any archive period</td>
</tr>
<tr>
<td class="code">$year.electricity.maxsum</td>
<td>The most consumed during a day</td>
</tr>
<tr>
<td class="code">$year.electricity.maxsumtime</td>
<td>The day it happened.</td>
</tr>
<tr>
<td class="code">$year.electricity.sum_ge(5.0)</td>
<td>The number of days where more than 5.0 kWH of energy was
consumed.</td>
</tr>
</tbody>
</table>
<h2 id="Changing_the_unit_system">Changing the unit system</h2>
<p>Normally, data is stored in the databases using US Customary units and,
normally, you don't care --- data can always be displayed using any
units you choose. It's an "implementation detail." Nevertheless, there
may be special situations where you wish to store the data in Metric
units. For example, you may need to allow direct programmatic access to
the databases from another piece of software that expects metric units.
</p>
<p>Weewx does not allow you to change the database unit system midstream.
You can't start with one unit system then, in the middle of the
database, switch to another. See the section <span class="code"> <a href="usersguide.htm#StdConvert">[StdConvert]</a></span>
in the Weewx User's Guide. However, you can reconfigure the database by
coping it to a new database, performing the unit conversion along the
way. You then use this new database.</p>
<p>The steps are pretty much the same as <a href="#add_archive_type">Adding
a New Type to the ArchiveDatabase</a>, described above.</p>
<ol>
<li>Modify <span class="code">weewx.conf</span> to reflect your choice
of the new unit system to use. Your choices are <span class='code'>US</span>,
<span class="code">METRIC</span>, or <span class="code">METRICWX</span>.
See the Appendix <a href="#units">Units</a> for the exact differences
between these three choices.</li>
<li>Make sure you have the necessary permissions to create the new
database.</li>
<li>Populate it with data from the old database.</li>
<li>Shuffle databases around so <span class="code">weewx</span> will
use the new database.</li>
<li>Rebuild the stats database to use the new unit system.</li>
</ol>
<p>1. <strong>Modify <span class="code">weewx.conf</span>.</strong> Edit
the configuration file to change option <span class="code">target_unit</span>
in section <span class="code"><a href="usersguide.htm#StdConvert">[StdConvert]</a></span>
to reflect your choice. If you are switching to metric units, the option
will look like</p>
<pre class="tty">[StdConvert]
target_unit = METRICWX # Alternative: METRIC</pre>
<p>2. <strong>Check permissions.</strong> The reconfiguration utility
will create a new database with the same name as the old, except with
the suffix '<span class="code">_new</span>' attached to the end. Make
sure you have the necessary permissions to do this. In particular, if
you are using MySQL, you will need '<span class="code">CREATE</span>'
privileges.</p>
<p>3. <strong>Run <span class="code">wee_config_database</span>.</strong>
Now run the utility <span class="code">wee_config_database</span> with
the <span class="code">--reconfigure</span> option:</p>
<pre class="tty"><span class="symcode">$BIN_ROOT</span>/wee_config_database --reconfigure <span
class="symcode">$CONFIG_ROOT</span>/weewx.conf</pre>
<p>This will create a new database (nominally, <span class="code">weewx.sdb_new</span>
if you are using sqlite, <span class="code">weewx_new</span> if you are
using MySQL), using the schema found in <span class="symcode">$BIN_ROOT</span><span
class="code">/user/schemas.py</span>, and populate it with data from
the old database, while performing the unit conversion.</p>
<p>4. <strong>Shuffle the databases.</strong> This is identical to the
description above.</p>
<p>5. <strong>Recreate the stats database.</strong> Delete the stats
database, then let <span class="code">weewx</span> regenerate it. It
will use the new unit system.</p>
<h2>Checking for embedded strings</h2>
<p>If you edit your sqlite archive database using an editing tool, occasionally
strings will get embedded in it, causing weewx to raise an exception. <strong>
This is only a problem with sqlite</strong>. There is no analogous problem
with MySQL databases. The symptom will look something like this:</p>
<pre class='tty'>
Dec 31 16:55:09 arm weewx[18141]: wxengine: Record generation will be attempted in 'hardware'
Dec 31 16:55:09 arm weewx[18141]: wxengine: Using archive database: archive_sqlite
Dec 31 16:55:10 arm weewx[18141]: stats: Created schema for statistical database
Dec 31 17:01:06 arm weewx[18141]: wxengine: Caught unrecoverable exception in wxengine:
Dec 31 17:01:06 arm weewx[18141]: **** unsupported operand type(s) for +=: 'float' and 'unicode'
Dec 31 17:01:06 arm weewx[18141]: **** Traceback (most recent call last):
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/wxengine.py", line 886, in main
Dec 31 17:01:06 arm weewx[18141]: **** engine = EngineClass(config_dict)
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/wxengine.py", line 70, in __init__
Dec 31 17:01:06 arm weewx[18141]: **** self.loadServices(config_dict)
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/wxengine.py", line 124, in loadServices
Dec 31 17:01:06 arm weewx[18141]: **** self.service_obj.append(weeutil.weeutil._get_object(svc)(self, config_dict))
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/wxengine.py", line 432, in __init__
Dec 31 17:01:06 arm weewx[18141]: **** self.setupStatsDatabase(config_dict)
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/wxengine.py", line 543, in setupStatsDatabase
Dec 31 17:01:06 arm weewx[18141]: **** self.statsDb.backfillFrom(self.archive)
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/stats.py", line 461, in backfillFrom
Dec 31 17:01:06 arm weewx[18141]: **** _statsDict.addRecord(_rec)
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/accum.py", line 305, in addRecord
Dec 31 17:01:06 arm weewx[18141]: **** self._add_value(record[obs_type], obs_type, record['dateTime'], add_hilo)
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/accum.py", line 264, in _add_value
Dec 31 17:01:06 arm weewx[18141]: **** self[obs_type].addSum(val)
Dec 31 17:01:06 arm weewx[18141]: **** File "/usr/share/weewx/weewx/accum.py", line 81, in addSum
Dec 31 17:01:06 arm weewx[18141]: **** self.sum += val
Dec 31 17:01:06 arm weewx[18141]: **** TypeError: unsupported operand type(s) for +=: 'float' and 'unicode'
Dec 31 17:01:06 arm weewx[18141]: **** Exiting.</pre>
<p>The problem is that a unicode null string <span class='code'>u''</span>
got entered where a <span class='code'>NULL</span> should be. The
utility <span class='code'>wee_config_database</span> can fix this.
Run it with the option <span class='code'>--string-check</span> to
search for these embedded strings. Add the option <span class='code'>--fix</span>
to have the utility fix them:</p>
<pre class="tty"><span class="symcode">$BIN_ROOT</span>/wee_config_database <span
class="symcode">$CONFIG_ROOT</span>/weewx.conf --string-check --fix</pre>
<h1 id="porting">Porting to new weather station hardware</h1>
<p>Naturally, this is an advanced topic but, nevertheless, I'd really
like to encourage any Python wizards out there to give it a try. Of
course, I have selfish reasons for encouraging you: I don't want to
have to go out and buy every type of hardware there is! It's expensive
and my roof would look like a weather station farm.</p>
<p>Here's the general strategy for doing a port.</p>
<h2>Implement the driver</h2>
<p>Inherit from the abstract base class
<span class="code">weewx.abstractstation.AbstractStation</span>.
Try to implement as many of its methods as you can. At the very
minimum, you must implement <span class="code">hardware_name</span>
and <span class="code">genLoopPackets</span>. </p>
<p><span class="code">hardware_name</span>: Return a string with a short
nickname for the hardware, such as "<span class="code">ACME X90</span>"</p>
<p><span class="code">genLoopPackets</span>: This should be a generator
function that yields loop packets, one after another. Don't worry about
stopping it: the engine will do this when an archive record is due. A
loop packet is a dictionary. At the very minimum it must contain keys</p>
<table class="indent" style="width: 60%">
<tbody>
<tr>
<td class="code">dateTime</td>
<td>The time of the observation in unix epoch time.</td>
</tr>
<tr>
<td class="code">usUnits</td>
<td>The unit system used. <span class="code">weewx.US</span> for US
customary, <span class="code">weewx.METRICWX</span>, or
<span class="code">weewx.METRIC</span> for metric. See
the file <span class="code">units.py</span>, dictionaries <span
class="code">USUnits</span>, <span class="code">MetricWXUnits</span>,
and <span class="code">MetricUnits</span>
for the exact definition of each.</td>
</tr>
</tbody>
</table>
<p>Then include any observation types you have in the dictionary. Every
packet need not contain the same set of observation types. Different
packets can use different unit systems, but all observations within a
packet must use the same unit system. If your hardware has an error and
you don't have a value, you can either leave it out of the dictionary or
(preferred) set its value to <span class="code">None</span>.</p>
<p>A couple of observation types are tricky. In particular, rain.
Generally, <span class="code">weewx</span> expects to see a packet with
the amount of rain that fell in that packet period included as
observation '<span class="code">rain</span>'. It then sums up all the
values to get the total rainfall and emits that in the archive record.
If your hardware does not provide this value, you might have to infer
it from changes in whatever value it provides, for example changes in
the daily or monthly rainfall. I know this is not the best solution,
but it is the most general solution. Any alternatives are welcome!</p>
<p>Wind is another tricky one. It is actually broken up into four
different observations: '<span class="code">windSpeed</span>',
'<span class="code">windDir</span>',
'<span class="code">windGust</span>', and
'<span class="code">windGustDir</span>'.
Supply as many as you can. The directions should be compass directions
in degrees (0=North, 90=East, etc.).</p>
<p>Be careful when reporting pressure. There are three observations
related to pressure. Some stations report only the station pressure,
others calculate and report sea level pressures. </p>
<table class="indent" style="width: 60%">
<tbody>
<tr>
<td class="code">pressure</td>
<td>The <em>Station Pressure</em> (SP), which is the raw, absolute
pressure measured by the station. This is the true barometric
pressure for the station.</td>
</tr>
<tr>
<td class="code">barometer</td>
<td>The <em>Sea Level Pressure</em> (SLP) obtained by correcting
the <em>Station Pressure</em> for altitude and local temperature.
This is the pressure reading most commonly used by meteorologist
to track weather systems at the surface, and this is the pressure
that is uploaded to weather services by <span class="code">weewx</span>.
It is the station pressure reduced to mean sea level using local
altitude and local temperature. </td>
</tr>
<tr>
<td class="code">altimeter</td>
<td>The <em>Altimeter Setting</em> (AS) obtained by correcting the
<em>Station Pressure</em> for altitude. This is the pressure
reading most commonly heard in weather reports. It is not the true
barometric pressure of a station, but rather the station pressure
reduced to mean sea level using altitude and an assumed
temperature average.</td>
</tr>
</tbody>
</table>
<p></p>
<p><span class="code">genArchiveRecords:</span> If your hardware does not
have an archive record logger, then <span class="code">weewx</span> can
do the record generation for you. It will automatically collect all the
types it sees in your loop packets then emit a record with the averages
(in some cases the sum or max value) of all those types. If it doesn't
see a type, then it won't appear in the emitted record. If your
hardware does have a logger, then you should implement method
<span class="code">genArchiveRecords</span>
as well. It should be a generator function that returns all the records
since a given time. </p>
<p><span class="code">closePort:</span> If the driver needs to close a
serial port, terminate a thread, close a database, or perform any
other activity before the application terminates, do it in this
method.</p>
<p><span class="code">loader:</span> This is a factory function that
returns an instance of your driver. It has two arguments: the
configuration dictionary, and a reference to the weewx engine.</p>
<h2>Define the configuration</h2>
<p>You then include a new section in the configuration file <span class="code">weewx.conf</span>
that includes any options your driver needs. It should also include an
entry '<span class="code">driver</span>' that points to where your
driver can be found. Set option <span class="code">station_type</span>
to your new section type and your driver will be loaded.</p>
<h2>Examples</h2>
<p>Take a look at the simulator code in <span class="code">simulator.py</span>
for a dirt simple example of a driver. The next most complicated is the
driver for the WMR100 series, located in <span class="code">wmr100.py</span>.
The driver for the Vantage series is by far the most complicated. It
actually multi-inherits from not only <span class="code">AbstractStation</span>,
but also <span class="code">StdService</span>. That is, it also
participates in the engine as a service.</p>
<p>Naturally, there are a lot of subtleties that I've glossed over in this
high-level description. If you're game, give it a try — I'm happy to
help you out!</p>
<h1 id="extensions">Extensions</h1>
<p>As you may have noticed, <span class='code'>weewx</span> can be
customized in many ways. Customizations typically fall into one of
these categories:</p>
<ul>
<li>search list extension</li>
<li>skin</li>
<li>service</li>
<li>driver</li>
</ul>
<p>Extensions are a way to package one or more customizations so they
can be installed and distributed as a functional group.</p>
<h2>Packaging extensions</h2>
<p>Now that you have made some customizations, you migh want to share
those changes with other <span class='code'>weewx</span> users. Put
your customizations into an extension to make installation, removal,
and distribution easier.</p>
<p>The structure of an extension mirrors that of
<span class='code'>weewx</span> itself. If the customizations include
a skin, the extension will have a skins directory. If the
customizations include python code, the extension will have a bin/user
directory. Each extension also includes:</p>
<ul>
<li><span class='code'>readme.txt</span> - a summary of
what the extension does, list of pre-requisites (if any), and
instructions for installing the extension manually (without the
help of the <span class='code'>weewx</span> ExtensionInstaller)</li>
<li><span class='code'>changelog</span> - an enumeration of
changes in each release</li>
<li><span class='code'>install.py</span> - python code that
used by the <span class='code'>weewx</span> ExtensionInstaller to
install the extension.</li>
</ul>
<p>For example, here is the structure of a skin called
<span class='code'>basic</span>:</p>
<p class='tty'>basic/
basic/changelog
basic/install.py
basic/readme.txt
basic/skins/
basic/skins/basic/
basic/skins/basic/basic.css
basic/skins/basic/current.inc
basic/skins/basic/favicon.ico
basic/skins/basic/hilo.inc
basic/skins/basic/index.html.tmpl
basic/skins/basic/skin.conf</p>
<p>Here is the structure of a search list extension called
<span class='code'>xstats</span>:</p>
<p class='tty'>xstats/
xstats/changelog
xstats/install.py
xstats/readme.txt
xstats/bin/
xstats/bin/user/
xstats/bin/user/xstats.py</p>
<p>Here are a few guidelines for creating extensions:</p>
<ul>
<li>Extensions should not modify or depend upon existing skins.</li>
<li>If possible, extensions should not modify the database schema.</li>
</ul>
<p>See the <span class='code'>extensions</span> directory of the
<span class='code'>weewx</span> source for examples.</p>
<h2>The extension installer/uninstaller</h2>
<p>The ExtensionInstaller is built in to
<span class='code'>setup.py</span>. It can install new extensions,
uninstall installed extensions, or enumerate installed extensions.</p>
<p>To install an extension:</p>
<p class='tty'>./setup.py --extension --install extensions/basic
./setup.py --extension --install forecast.tar.gz</p>
<p>To uninstall an extension:</p>
<p class='tty'>./setup.py --extension --uninstall basic</p>
<p>To list installed extensions:</p>
<p class='tty'>./setup.py --extension --list</p>
<p>Other options:</p>
<p class='tty'>./setup.py --help --extension
Usage: setup.py --extension --install (filename|directory)
--uninstall extension_name
--list
install/remove/list extensions to weewx
Options:
-h, --help show this help message and exit
--extension
--install=NAME install extension from file or directory
--uninstall=NAME uninstall extension
--list list installed extensions
--layout=LAYOUT layout is deb, rpm, or py
--tmpdir=DIR temporary directory
--dryrun print what would happen but do not do it
--verbosity=N how much status to spew, 0-3
</p>
<p>The ExtensionInstaller saves a copy of any file or directory that it
modifies or replaces.</p>
<p>If <span class='code'>weewx</span> was installed using setup.py,
the ExtensionInstaller depends upon setup.cfg to locate the
<span class='code'>weewx</span> installation. If
<span class='code'>weewx</span> was installed using a DEB or RPM
package, setup.cfg is not used.</p>
<p>The ExtensionInstaller creates a directory called
<span class='code'>installer</span> in the
<span class='code'>user</span>. The contents of this directory are
used to enumerate and uninstall extensions.</p>
<h1 id="archive_types">Appendix: Archive Types</h1>
<p><em>Archive types</em> are weather observations that have come from
your instrument and been stored in the <em>archive database</em>, a SQL
database. They represent the <em>current conditions</em> as of some
time. They are available to be used in two places: </p>
<ul>
<li>In your template files as a tag with period <span class="code">$current</span>.
Hence, the tag <span class="code">$current.outTemp</span> represents
the latest current outside temperature. There is no aggregation
involved (see <a href="#statistical_types">statistical types</a> for
aggregation). </li>
<li>In your plot graphs. Here, a line in the graph represents the set of
current observations over a time period. While each plot point in a
graph may represent an aggregation, do not confuse this aggregation
with the statistical aggregation. The former is done with the archive
database, the latter with the statistical database. </li>
</ul>
<p>The following table shows all the possible archive types and whether
they can be used in tag <span class="code">$current</span> or in a
plot. Note that just because a type appears in the table does not
necessarily mean that it is available for <em>your</em> station setup.
That would depend on whether your instrument supports the type. </p>
<table class="indent" style="width: 80%">
<tbody>
<tr>
<td><strong>Archive Type</strong></td>
<td style="width: 200px"><strong>SQL Type</strong> <br />
<span style="font-size:80%">(appears in archive database)</span></td>
<td><strong>Can be used <br />
in plots</strong></td>
<td><strong>Can be used <br />
in tag <span class="code">$current</span></strong></td>
</tr>
<tr>
<td class="code">altimeter</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">barometer</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">consBatteryVoltage</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">dateTime</td>
<td>X</td>
<td><br />
</td>
<td>X (represents current time)</td>
</tr>
<tr>
<td class="code">dewpoint</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">ET</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">extraHumid1</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">extraHumid2</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">extraTemp1</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">extraTemp2</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">extraTemp3</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">hail</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">hailRate</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">heatindex</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">heatingTemp</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">heatingVoltage</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">inHumidity</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">inTemp</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">inTempBatteryStatus</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">interval</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">leafTemp2</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">leafWet2</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">outHumidity</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">outTemp</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">outTempBatteryStatus</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">pressure</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">radiation</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">rain</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">rainBatteryStatus</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">rainRate</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">referenceVoltage</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">rxCheckPercent</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">soilMoist1</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">soilMoist2</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code" style="height: 33px">soilMoist3</td>
<td style="height: 33px">X</td>
<td style="height: 33px">X</td>
<td style="height: 33px">X</td>
</tr>
<tr>
<td class="code">soilMoist4</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">soilTemp1</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">soilTemp2</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">soilTemp3</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">soilTemp4</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">supplyVoltage</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">txBatteryStatus</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">usUnits</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">UV</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">windvec</td>
<td> </td>
<td>X (special vector type)</td>
<td> </td>
</tr>
<tr>
<td class="code">windBatteryStatus</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">windDir</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">windGust</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">windGustDir</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">windSpeed</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">windchill</td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
</tbody>
</table>
<h1 id="units">Appendix: Units</h1>
<p>The table below lists all the unit groups, their members, which
units are options for the group, and what the defaults are
for each standard unit system. </p>
<table class="indent" style="width: 80%">
<tbody>
<tr>
<td><strong>Group</strong></td>
<td><strong>Members</strong></td>
<td><strong>Unit options</strong></td>
<td><strong>US</strong></td>
<td><strong>METRICWX</strong></td>
<td><strong>METRIC</strong></td>
</tr>
<tr>
<td class="code">group_altitude</td>
<td class="code">altitude</td>
<td class="code">foot <br />
meter</td>
<td class="code">foot</td>
<td class="code">meter</td>
<td class="code">meter</td>
</tr>
<tr class="code">
<td class="code">group_degree_day</td>
<td class="code">cooldeg<br />
heatdeg</td>
<td class="code">degree_F_day<br />
degree_C_day</td>
<td class="code">degree_F_day</td>
<td class="code">degree_C_day</td>
<td class="code">degree_C_day</td>
</tr>
<tr class="code">
<td class="code">group_direction</td>
<td class="code">gustdir <br />
vecdir <br />
windDir <br />
windGustDir</td>
<td class="code">degree_compass</td>
<td class="code">degree_compass</td>
<td class="code">degree_compass</td>
<td class="code">degree_compass</td>
</tr>
<tr class="code">
<td class="code">group_interval</td>
<td class="code">interval</td>
<td class="code">minute</td>
<td class="code">minute</td>
<td class="code">minute</td>
<td class="code">minute</td>
</tr>
<tr class="code">
<td class="code">group_moisture</td>
<td class="code">soilMoist1 <br />
soilMoist2 <br />
soilMoist3 <br />
soilMoist4</td>
<td class="code">centibar</td>
<td class="code">centibar</td>
<td class="code">centibar</td>
<td class="code">centibar</td>
</tr>
<tr class="code">
<td class="code">group_percent</td>
<td class="code">extraHumid1 <br />
extraHumid2 <br />
inHumidity <br />
outHumidity <br />
rxCheckPercent</td>
<td class="code">percent</td>
<td class="code">percent</td>
<td class="code">percent</td>
<td class="code">percent</td>
</tr>
<tr class="code">
<td class="code">group_pressure</td>
<td class="code">barometer <br />
altimeter <br />
pressure</td>
<td class="code">inHg <br />
mbar <br />
hPa</td>
<td class="code">inHg</td>
<td class="code">mbar</td>
<td class="code">mbar</td>
</tr>
<tr class="code">
<td class="code">group_radiation</td>
<td class="code">UV <br />
radiation</td>
<td class="code">watt_per_meter_squared</td>
<td class="code">watt_per_meter_squared</td>
<td class="code">watt_per_meter_squared</td>
<td class="code">watt_per_meter_squared</td>
</tr>
<tr class="code">
<td class="code">group_rain</td>
<td class="code">rain <br />
ET <br />
hail</td>
<td class="code">inch <br />
cm <br />
mm</td>
<td class="code">inch</td>
<td class="code">mm</td>
<td class="code">cm</td>
</tr>
<tr class="code">
<td class="code">group_rainrate</td>
<td class="code">rainRate <br />
hailRate</td>
<td class="code">inch_per_hour <br />
cm_per_hour <br />
mm_per_hour</td>
<td class="code">inch_per_hour</td>
<td class="code">mm_per_hour</td>
<td class="code">cm_per_hour</td>
</tr>
<tr class="code">
<td class="code">group_speed</td>
<td class="code">wind <br />
windGust <br />
windSpeed <br />
windgustvec <br />
windvec</td>
<td class="code">mile_per_hour <br />
km_per_hour <br />
knot <br />
meter_per_second</td>
<td class="code">mile_per_hour</td>
<td class="code">meter_per_second</td>
<td class="code">km_per_hour</td>
</tr>
<tr class="code">
<td class="code">group_speed2</td>
<td class="code">rms <br />
vecavg</td>
<td class="code">mile_per_hour2 <br />
km_per_hour2 <br />
knot2 <br />
meter_per_second2</td>
<td class="code">mile_per_hour2</td>
<td class="code">meter_per_second2</td>
<td class="code">km_per_hour2</td>
</tr>
<tr class="code">
<td class="code">group_temperature</td>
<td class="code">dewpoint <br />
extraTemp1 <br />
extraTemp2 <br />
extraTemp3 <br />
heatindex <br />
heatingTemp <br />
inTemp <br />
leafTemp1 <br />
leafTemp2 <br />
outTemp <br />
soilTemp1 <br />
soilTemp2 <br />
soilTemp3 <br />
soilTemp4 <br />
windchill</td>
<td class="code">degree_F <br />
degree_C</td>
<td class="code">degree_F</td>
<td class="code">degree_C</td>
<td class="code">degree_C</td>
</tr>
<tr class="code">
<td class="code">group_time</td>
<td class="code">dateTime</td>
<td class="code">unix_epoch <br />
dublin_jd</td>
<td class="code">unix_epoch</td>
<td class="code">unix_epoch</td>
<td class="code">unix_epoch</td>
</tr>
<tr class="code">
<td class="code">group_uv</td>
<td class="code">UV</td>
<td class="code">uv_index</td>
<td class="code">uv_index</td>
<td class="code">uv_index</td>
<td class="code">uv_index</td>
</tr>
<tr class="code">
<td class="code">group_volt</td>
<td class="code">consBatteryVoltage <br />
heatingVoltage <br />
referenceVoltage <br />
supplyVoltage</td>
<td class="code">volt</td>
<td class="code">volt</td>
<td class="code">volt</td>
<td class="code">volt</td>
</tr>
<tr class="code">
<td class="code">group_NONE</td>
<td class="code">NONE</td>
<td class="code">NONE</td>
<td class="code">NONE</td>
<td class="code">NONE</td>
<td class="code">NONE</td>
</tr>
</tbody>
</table>
<h1 id="statistical_types">Appendix: Statistical Types</h1>
<p>Most of the templates are devoted to reporting <em>statistical types</em>,
such as temperature, wind, or rainfall, using various <em>aggregates</em>,
such as min, max, or sum. These are called <em>aggregations</em>,
because they are a summary of lots of underlying data. However, only
certain aggregates make sense for certain statistical types. For
example, heat degree days is defined on a daily basis, so while the
day's average temperature is meaningful, the day's heating degree days
do not. </p>
<p>The following table defines which aggregates are available to be used
in your template for which statistical types (assuming your station
supports them and you have specified that it be stored in your stats
database. See section <span class="code"><a href="usersguide.htm#Stats">[Stats]</a></span>
in the <span class="code">weewx.conf</span> configuration file). </p>
<table class='indent' id='stattypes'>
<tbody>
<tr>
<td><strong>Type</strong></td>
<td class="code">min</td>
<td class="code">mintime</td>
<td class="code">max</td>
<td class="code">maxtime</td>
<td class="code">avg</td>
<td class="code">sum</td>
<td class="code">rms</td>
<td class="code">vecavg</td>
<td class="code">vecdir</td>
</tr>
<tr>
<td class="code">barometer</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">inTemp</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">outTemp</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">inHumidity</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">outHumidity</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">wind</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td>X</td>
<td>X</td>
<td>X</td>
</tr>
<tr>
<td class="code">rain</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">dewpoint</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">windchill</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">heatindex</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">heatdeg</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">cooldeg</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">ET</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">radiation</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">UV</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">extraTemp1 <br />
extraTemp2 <br />
extraTemp3</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">soilTemp1 <br />
soilTemp2 <br />
soilTemp3</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">leafTemp1 <br />
leafTemp2</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">extraHumid1 <br />
extraHumid2</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">soilMoist1 <br />
soilMoist2 <br />
soilMoist3 <br />
soilMoist4</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">leafWet1 <br />
leafWet2</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<tr>
<td class="code">rxCheckPercent</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td>X</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
</tbody>
</table>
</div>
<p class="copyright"> © <a href="copyright.htm">Copyright</a> Tom Keffer </p>
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