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fhem-mirror/fhem/FHEM/98_statistics.pm
tpoitzsch 8f4854f54e bugfix
git-svn-id: https://svn.fhem.de/fhem/trunk@6188 2b470e98-0d58-463d-a4d8-8e2adae1ed80
2014-07-01 20:02:39 +00:00

1182 lines
45 KiB
Perl

##############################################
# $Id$
#
# 98_statistic.pm
#
# Copyright notice
#
# (c) 2014 Torsten Poitzsch < torsten . poitzsch at gmx . de >
#
# This module computes statistic data of and for readings of other modules
#
# This script is free software; you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation; either version 2 of the License, or
# (at your option) any later version.
#
# The GNU General Public License can be found at
# http://www.gnu.org/copyleft/gpl.html.
# A copy is found in the text file GPL.txt and important notices to the license
# from the author is found in LICENSE.txt distributed with these scripts.
#
# This script is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# This copyright notice MUST APPEAR in all copies of the script!
#
##############################################################################
#
# define <name> statistics <regexp>
#
##############################################################################
package main;
use strict;
use warnings;
use Time::Local;
sub statistics_PeriodChange($);
sub statistics_DoStatisticsAll($$);
sub statistics_DoStatistics ($$$);
sub statistics_doStatisticMinMax ($$$$$);
sub statistics_doStatisticMinMaxSingle ($$$$$$$);
sub statistics_doStatisticTendency ($$$$);
sub statistics_doStatisticDelta ($$$$$);
sub statistics_doStatisticDuration ($$$$);
sub statistics_doStatisticDurationSingle ($$$$$$);
sub statistics_storeSingularReadings ($$$$$$$$$$);
sub statistics_getStoredDevices($);
sub statistics_FormatDuration($);
# Modul Version for remote debugging
my $modulVersion = "2014-05-13";
##############################################################
# Syntax: deviceType, readingName, statisticType, decimalPlaces
# statisticType: 0=noStatistic | 1=minMaxAvg | 2=delta | 3=stateDuration | 4=tendency
##############################################################
my @knownReadings = ( ["brightness", 1, 0]
,["count", 2, 0]
,["current", 1, 3]
,["energy", 2, 0]
,["energy_current", 1, 1]
,["energy_total", 2, 3]
,["humidity", 1, 0]
,["lightsensor", 3]
,["lock", 3]
,["motion", 3]
,["power", 1, 1]
,["pressure", 4, 1]
,["rain", 2, 1]
,["rain_rate", 1, 1]
,["rain_total", 2, 1]
,["temperature", 1, 1]
,["total", 2, 2]
,["voltage", 1, 1]
,["wind", 1, 0]
,["wind_speed", 1, 1]
,["windSpeed", 1, 0]
,["Window", 3]
,["window", 3]
);
##############################################################
sub ##########################################
statistics_Initialize($)
{
my ($hash) = @_;
$hash->{DefFn} = "statistics_Define";
$hash->{UndefFn} = "statistics_Undefine";
$hash->{NotifyFn} = "statistics_Notify";
$hash->{NOTIFYDEV} = "global";
$hash->{SetFn} = "statistics_Set";
$hash->{NotifyOrderPrefix} = "10-"; # Want to be called before the rest
$hash->{AttrList} = "disable:0,1 "
."dayChangeTime "
."deltaReadings "
."durationReadings "
."excludedReadings "
."minAvgMaxReadings "
."periodChangePreset "
."specialDeltaPeriodHours "
."singularReadings "
."tendencyReadings "
.$readingFnAttributes;
}
##########################
sub
statistics_Define($$)
{
my ($hash, $def) = @_;
my @a = split("[ \t][ \t]*", $def);
return "Usage: define <name> statistics <devicename-regexp> [prefix]"
if(3>@a || @a>4);
my $name = $a[0];
my $devName = $a[2];
if (@a == 4) {$hash->{PREFIX} = $a[3];}
else {$hash->{PREFIX} = "stat";}
eval { "Hallo" =~ m/^$devName$/ };
return "Bad regexp: $@" if($@);
$hash->{DEV_REGEXP} = $devName;
$hash->{STATE} = "Waiting for notifications";
RemoveInternalTimer($hash);
InternalTimer( gettimeofday() + 11, "statistics_PeriodChange", $hash, 0);
return undef;
}
sub ########################################
statistics_Undefine($$)
{
my ($hash, $arg) = @_;
RemoveInternalTimer($hash);
return undef;
}
sub ########################################
statistics_Set($$@)
{
my ($hash, $name, $cmd, $val) = @_;
my $resultStr = "";
if ($cmd eq 'resetStatistics') {
if ($val ne "") {
my $regExp;
if ($val eq "all") { $regExp = ""; }
else { $regExp = $val.":.*"; }
foreach (sort keys %{ $hash->{READINGS} }) {
if ($_ =~ /^\.$regExp/ && $_ ne "state") {
delete $hash->{READINGS}{$_};
$resultStr .= "\n * " . substr $_, 1;
}
}
}
if ( $resultStr eq "" ) {
$resultStr = "$name: No statistics to reset";
} else {
$resultStr = "$name: Statistic value(s) reset:" . $resultStr;
readingsSingleUpdate($hash,"state","Statistic value(s) reset: $val",1);
}
# Log3 $hash, 3, $resultStr;
return $resultStr;
} elsif ($cmd eq 'doStatistics') {
statistics_DoStatisticsAll($hash,0);
return undef;
}
my $list = "resetStatistics:all" . statistics_getStoredDevices($hash);
$list .= " doStatistics:noArg";
return "Unknown argument $cmd, choose one of $list";
}
sub ########################################
statistics_Notify($$)
{
my ($hash, $dev) = @_;
my $name = $hash->{NAME};
my $devName = $dev->{NAME};
# At startup: delete old Readings of monitored devices and rebuild from hidden readings
if ($devName eq "global" && grep (m/^INITIALIZED|REREADCFG$/,@{$dev->{CHANGED}})) {
foreach my $r (keys %{$hash->{READINGS}}) {
if ($r =~ /^monitoredDevices.*/) {
Log3 $name,5,"$name: Initialization - Delete old reading '$r'.";
delete($hash->{READINGS}{$r});
}
}
my %unknownDevices;
foreach my $r (keys %{$hash->{READINGS}}) {
if ($r =~ /^\.(.*):.*/) { $unknownDevices{$1}++; }
}
my $val="";
foreach my $device (sort (keys(%unknownDevices))) {
if (not exists ($defs{$device})) {
if ($val ne "") { $val.=","; }
$val .= $device;
}
}
if ($val ne "") {
Log3 $name,4,"$name: Initialization - Found hidden readings for device(s) '$val'.";
readingsSingleUpdate($hash,"monitoredDevicesUnknown",$val,1);
}
return;
}
# ignore my own notifications
if($devName eq $name) {
Log3 $name,5,"$name: Notifications of myself received.";
return "" ;
}
# Return if the notifying device is not monitored
return "" if(!defined($hash->{DEV_REGEXP}));
my $regexp = $hash->{DEV_REGEXP};
if($devName !~ m/^($regexp)$/) {
Log3 $name,5,"$name: Notification of '".$dev->{NAME}."' received. Device not monitored.";
return "" ;
}
# Check if it notifies only for the statistic values
my $prefix = $hash->{PREFIX};
my $normalReadingFound = 0;
my $max = int(@{$dev->{CHANGED}});
for (my $i = 0; $i < $max; $i++) {
my $s = $dev->{CHANGED}[$i];
next if(!defined($s));
if ($s !~ /^$prefix[A-Z]/) { $normalReadingFound = 1;}
}
if ($normalReadingFound==1) {
statistics_DoStatistics $hash, $dev, 0;
Log3 $name,5,"$name: Notification of '".$dev->{NAME}."' received. Update statistics.";
} else {
Log3 $name,5,"$name: Notification of '".$dev->{NAME}."' received but for my own readings only.";
}
return;
}
sub ########################################
statistics_PeriodChange($)
{
my ($hash) = @_;
my $name = $hash->{NAME};
my $dummy;
my $val;
my $periodChangePreset = AttrVal($name, "periodChangePreset", 5);
my $isDayChange = ( ReadingsVal($name, "nextPeriodChangeCalc", "") =~ /Day Change/ );
# Determine the next day change time
my @th=localtime();
my $dayChangeDelay = 0;
my $dayChangeTime = timelocal(0,0,0,$th[3],$th[4],$th[5]+1900);
if (AttrVal($name, "dayChangeTime", "00:00") =~ /(\d+):(\d+)/ && $1<24 && $1 >=0 && $2<60 && $2>=0) {
$dayChangeDelay = $1 * 3600 + $2 * 60;
if ($dayChangeDelay == 0) { $dayChangeDelay = 24*3600; }
$dayChangeTime += $dayChangeDelay - $periodChangePreset;
}
RemoveInternalTimer($hash);
# Run period change procedure each full hour ("periodChangePreset" second before).
my $periodEndTime = 3600 * ( int((gettimeofday()+$periodChangePreset)/3600) + 1 ) - $periodChangePreset ;
# Run procedure also for given dayChangeTime
$val = "";
if ( gettimeofday()<$dayChangeTime && $dayChangeTime<=$periodEndTime ) {
$periodEndTime = $dayChangeTime;
$val = " (Day Change)";
}
$val = strftime ("%Y-%m-%d %H:%M:%S", localtime($periodEndTime)) . $val;
InternalTimer( $periodEndTime, "statistics_PeriodChange", $hash, 1);
readingsSingleUpdate($hash, "nextPeriodChangeCalc", $val, 0);
Log3 $name,4,"$name: Next period change will be calculated at $val";
return if( AttrVal($name, "disable", 0 ) == 1 );
# Determine if time period switched (day, month, year)
my $periodSwitch = 0;
my $yearLast;
my $monthLast;
my $dayLast;
my $hourLast;
my $hourNow;
my $dayNow;
my $monthNow;
my $yearNow;
if ($isDayChange) {
Log3 $name,4,"$name: Calculating day change";
($dummy, $dummy, $hourLast, $dayLast, $monthLast, $yearLast) = localtime (gettimeofday() - $dayChangeDelay + $periodChangePreset - 59);
($dummy, $dummy, $hourNow, $dayNow, $monthNow, $yearNow) = localtime (gettimeofday() + $periodChangePreset);
if ($yearNow != $yearLast) { $periodSwitch = -4; }
elsif ($monthNow != $monthLast) { $periodSwitch = -3; }
elsif ($dayNow != $dayLast) { $periodSwitch = -2; }
if ($dayChangeDelay % 3600 == 0) { $periodSwitch = abs($periodSwitch); }
} else {
($dummy, $dummy, $hourLast, $dummy, $dummy, $dummy) = localtime (gettimeofday());
($dummy, $dummy, $hourNow, $dummy, $dummy, $dummy) = localtime (gettimeofday() + $periodChangePreset);
if ($hourNow != $hourLast) {
$periodSwitch = 1;
Log3 $name,4,"$name: Calculating hour change";
} else {
Log3 $name,4,"$name: Calculating statistics at startup";
}
}
statistics_DoStatisticsAll $hash, $periodSwitch;
return undef;
}
##########################
sub
statistics_DoStatisticsAll($$)
{
my ($hash,$periodSwitch) = @_;
my $name = $hash->{NAME};
return "" if(!defined($hash->{DEV_REGEXP}));
my $regexp = $hash->{DEV_REGEXP};
foreach my $devName (sort keys %defs) {
if ($devName ne $name && $devName =~ m/^($regexp)$/) {
Log3 $name,4,"$name: Doing statistics (type $periodSwitch) for device '$devName'";
statistics_DoStatistics($hash, $defs{$devName}, $periodSwitch);
}
}
if ($periodSwitch != 0 ) { WriteStatefile(); }
}
##########################
sub
statistics_DoStatistics($$$)
{
my ($hash, $dev, $periodSwitch) = @_;
my $hashName = $hash->{NAME};
my $devName = $dev->{NAME};
my $devType = $dev->{TYPE};
my $statisticDone = 0;
return "" if(AttrVal($hashName, "disable", undef));
my $readingName;
my $exclReadings = AttrVal($hashName, "excludedReadings", "");
my $regExp = '^'.$devName.'$|^'.$devName.',|,'.$devName.'$|,'.$devName.',';
# Return if the notifying device is already served by another statistics instance
if (exists ($dev->{helper}{_98_statistics})) {
my $servedBy = $dev->{helper}{_98_statistics};
if ($servedBy ne $hashName) {
my $monReadingValue = ReadingsVal($hashName,"monitoredDevicesUnserved","");
if ($monReadingValue !~ /$regExp/) {
if($monReadingValue eq "") { $monReadingValue = $devName;}
else {$monReadingValue .= ",".$devName;}
readingsSingleUpdate($hash,"monitoredDevicesUnserved",$monReadingValue,1);
Log3 $hashName,3,"$hashName: Device '$devName' identified as supported but already servered by '$servedBy'.";
}
return;
}
} else {
$dev->{helper}{_98_statistics}=$hashName;
}
readingsBeginUpdate($dev);
# Loop through all known readings
foreach my $f (@knownReadings)
{
# notifing device has known reading, no statistic for excluded readings
$readingName = $$f[0];
my $completeReadingName = $devName.":".$readingName;
next if ($completeReadingName =~ m/^($exclReadings)$/ );
next if not exists ($dev->{READINGS}{$readingName});
$statisticDone = 1;
if ($$f[1] == 1) { statistics_doStatisticMinMax ($hash, $dev, $readingName, $$f[2], $periodSwitch);}
if ($$f[1] == 2) { statistics_doStatisticDelta ($hash, $dev, $readingName, $$f[2], $periodSwitch );}
if ($$f[1] == 3) { statistics_doStatisticDuration ($hash, $dev, $readingName, $periodSwitch ); }
if ($$f[1] == 4 && $periodSwitch>=1) { statistics_doStatisticTendency ($hash, $dev, $readingName, $$f[2]);}
}
my @specialReadings = split /,/, AttrVal($hashName, "deltaReadings", "");
foreach $readingName (@specialReadings)
{
my $completeReadingName = $devName.":".$readingName;
next if ($completeReadingName =~ m/^($exclReadings)$/ );
next if not exists ($dev->{READINGS}{$readingName});
$statisticDone = 1;
statistics_doStatisticDelta ($hash, $dev, $readingName, 1, $periodSwitch);
}
@specialReadings = split /,/, AttrVal($hashName, "durationReadings", "");
foreach $readingName (@specialReadings)
{
my $completeReadingName = $devName.":".$readingName;
next if ($completeReadingName =~ m/^($exclReadings)$/ );
next if not exists ($dev->{READINGS}{$readingName});
$statisticDone = 1;
statistics_doStatisticDuration ($hash, $dev, $readingName, $periodSwitch);
}
@specialReadings = split /,/, AttrVal($hashName, "minAvgMaxReadings", "");
foreach $readingName (@specialReadings)
{
my $completeReadingName = $devName.":".$readingName;
next if ($completeReadingName =~ m/^($exclReadings)$/ );
next if not exists ($dev->{READINGS}{$readingName});
$statisticDone = 1;
statistics_doStatisticMinMax ($hash, $dev, $readingName, 1, $periodSwitch);
}
if ($periodSwitch>=1) {
@specialReadings = split /,/, AttrVal($hashName, "tendencyReadings", "");
foreach $readingName (@specialReadings)
{
my $completeReadingName = $devName.":".$readingName;
next if ($completeReadingName =~ m/^($exclReadings)$/ );
next if not exists ($dev->{READINGS}{$readingName});
$statisticDone = 1;
statistics_doStatisticTendency ($hash, $dev, $readingName, 1);
}
}
if ($statisticDone != 1) {
if ( exists ($dev->{READINGS}{state}) && $dev->{READINGS}{state}{VAL} ne "defined" ) {
statistics_doStatisticDuration $hash, $dev, "state", $periodSwitch;
$statisticDone = 1;
}
}
if ($periodSwitch >0) {readingsEndUpdate($dev,1);}
else {readingsEndUpdate($dev,0);}
# Record device as monitored
my $monReadingName;
if ($statisticDone == 1) {
$monReadingName = "monitoredDevices".$devType;
readingsSingleUpdate($hash,"state","Updated stats for: $devName",1);
} else {
$monReadingName = "monitoredDevicesUnsupported";
$devName .= "#$devType";
$regExp = '^'.$devName.'$|^'.$devName.',|,'.$devName.'$|,'.$devName.',';
}
my $monReadingValue = ReadingsVal($hashName,$monReadingName,"");
if ($monReadingValue !~ /$regExp/) {
if($monReadingValue eq "") { $monReadingValue = $devName;}
else {$monReadingValue .= ",".$devName;}
readingsSingleUpdate($hash,$monReadingName,$monReadingValue,1);
my $monReadingValue = ReadingsVal($hashName,"monitoredDevicesUnknownType","");
if ($monReadingValue =~ /$regExp/) {
$monReadingValue =~ s/$devName,?//;
$monReadingValue =~ s/,$//;
if ($monReadingValue ne "") {
readingsSingleUpdate($hash,"monitoredDevicesUnknownType",$monReadingValue,1);
} else {
delete $hash->{READINGS}{monitoredDevicesUnknownType};
}
}
}
return undef;
}
# Calculates Min/Average/Max Values
sub ########################################
statistics_doStatisticMinMax ($$$$$)
{
my ($hash, $dev, $readingName, $decPlaces, $periodSwitch) = @_;
my $name = $hash->{NAME};
my $devName = $dev->{NAME};
return if not exists ($dev->{READINGS}{$readingName});
# Get reading, cut out first number without units
my $value = $dev->{READINGS}{$readingName}{VAL};
$value =~ s/^[\D]*([\d.]*).*/$1/eg;
Log3 $name, 4, "Calculating min/avg/max statistics for '".$dev->{NAME}.":$readingName = $value'";
# statistics_doStatisticMinMaxSingle: $hash, $readingName, $value, $saveLast, decPlaces
# Daily Statistic
statistics_doStatisticMinMaxSingle $hash, $dev, $readingName, "Day", $value, ($periodSwitch >= 2), $decPlaces;
# Monthly Statistic
statistics_doStatisticMinMaxSingle $hash, $dev, $readingName, "Month", $value, ($periodSwitch >= 3), $decPlaces;
# Yearly Statistic
statistics_doStatisticMinMaxSingle $hash, $dev, $readingName, "Year", $value, ($periodSwitch == 4), $decPlaces;
return ;
}
# Calculates single MaxMin Values and informs about end of day and month
sub ########################################
statistics_doStatisticMinMaxSingle ($$$$$$$)
{
my ($hash, $dev, $readingName, $period, $value, $saveLast, $decPlaces) = @_;
my $result;
my $hiddenReadingName = ".".$dev->{NAME}.":".$readingName.$period;
my $name=$hash->{NAME};
my $devName = $dev->{NAME};
my $statReadingName = $hash->{PREFIX};
$statReadingName .= ucfirst($readingName).$period;
my @hidden;
my @stat;
my $firstRun = not exists($hash->{READINGS}{$hiddenReadingName});
if ( $firstRun ) {
# Show since-Value
$hidden[1] = 0; $hidden[3] = 0; $hidden[9] = 1;
$stat[1] = $value; $stat[3] = $value; $stat[5] = $value;
$stat[7] = strftime ("%Y-%m-%d_%H:%M:%S",localtime() );
} else {
# Do calculations if hidden reading exists
@hidden = split / /, $hash->{READINGS}{$hiddenReadingName}{VAL}; # Internal values
@stat = split / /, $dev->{READINGS}{$statReadingName}{VAL};
my $timeDiff = int(gettimeofday())-$hidden[7];
$hidden[1] += $hidden[5] * $timeDiff; # sum
$hidden[3] += $timeDiff; # time
if ($value < $stat[1]) { $stat[1]=$value; } # Min
if ($hidden[3]>0) {$stat[3] = $hidden[1] / $hidden[3];} # Avg
if ($value > $stat[5]) { $stat[5]=$value; } # Max
}
# Prepare new current reading
$result = sprintf( "Min: %.".$decPlaces."f Avg: %.".$decPlaces."f Max: %.".$decPlaces."f", $stat[1], $stat[3], $stat[5]);
if ($hidden[9] == 1) { $result .= " (since: $stat[7] )"; }
# Store current reading as last reading, Reset current reading
if ($saveLast) {
readingsBulkUpdate($dev, $statReadingName . "Last", $result, 1);
Log3 $name, 5, "Set '".$statReadingName . "Last'='$result'";
$hidden[1] = 0; $hidden[3] = 0; $hidden[9] = 0; # No since value anymore
$result = "Min: $value Avg: $value Max: $value";
}
# Store current reading
readingsBulkUpdate($dev, $statReadingName, $result, 0);
Log3 $name, 5, "Set '$statReadingName'='$result'";
# Store single readings
my $singularReadings = AttrVal($name, "singularReadings", "");
if ($singularReadings ne "") {
# statistics_storeSingularReadings $hashName,$singleReading,$dev,$statReadingName,$readingName,$statType,$period,$statValue,$value,$saveLast
my $statValue = sprintf "%.".$decPlaces."f", $stat[1];
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Min",$period,$statValue,$value,$saveLast);
$statValue = sprintf "%.".$decPlaces."f", $stat[3];
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Avg",$period,$statValue,$value,$saveLast);
$statValue = sprintf "%.".$decPlaces."f", $stat[5];
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Max",$period,$statValue,$value,$saveLast);
}
# Store hidden reading
$result = "Sum: $hidden[1] Time: $hidden[3] LastValue: ".$value." LastTime: ".int(gettimeofday())." ShowDate: $hidden[9]";
readingsSingleUpdate($hash, $hiddenReadingName, $result, 0);
Log3 $name, 5, "Set '$hiddenReadingName'='$result'";
return;
}
# Calculates tendency values
sub ########################################
statistics_doStatisticTendency ($$$$)
{
my ($hash, $dev, $readingName, $decPlaces) = @_;
my $name = $hash->{NAME};
my $devName = $dev->{NAME};
return if not exists ($dev->{READINGS}{$readingName});
# Get reading, cut out first number without units
my $value = $dev->{READINGS}{$readingName}{VAL};
$value =~ s/^[\D]*([\d.]*).*/$1/eg;
Log3 $name, 4, "Calculating hourly tendency statistics for '".$dev->{NAME}.":$readingName = $value'";
my $statReadingName = $hash->{PREFIX} . ucfirst($readingName) . "Tendency";
my $hiddenReadingName = ".".$dev->{NAME}.":".$readingName."Tendency";
my @hidden; my @stat;
my $firstRun = not exists($hash->{READINGS}{$hiddenReadingName});
if ( $firstRun ) {
@stat = split / /, "1h: - 2h: - 3h: - 6h: -";
Log3 $name,4,"$name: Initializing statistic of '$hiddenReadingName'.";
$hash->{READINGS}{$hiddenReadingName}{VAL} = "";
} else {
@stat = split / /, $dev->{READINGS}{$statReadingName}{VAL};
}
my $result = $value;
Log3 $name,4,"$name: Add $value to $hiddenReadingName";
if (exists ($hash->{READINGS}{$hiddenReadingName}{VAL})) { $result .= " " . $hash->{READINGS}{$hiddenReadingName}{VAL}; }
@hidden = split / /, $result; # Internal values
if ( exists($hidden[7]) ) {
Log3 $name,4,"$name: Remove last value ".$hidden[7]." from '$hiddenReadingName'";
delete $hidden[7];
}
if ( exists($hidden[1]) ) {$stat[1] = sprintf "%+.".$decPlaces."f", $value-$hidden[1];}
if ( exists($hidden[2]) ) {$stat[3] = sprintf "%+.".$decPlaces."f", $value-$hidden[2];}
if ( exists($hidden[3]) ) {$stat[5] = sprintf "%+.".$decPlaces."f", $value-$hidden[3];}
if ( exists($hidden[6]) ) {$stat[7] = sprintf "%+.".$decPlaces."f", $value-$hidden[6];}
$result = "1h: " . $stat[1] ." 2h: ". $stat[3] ." 3h: ". $stat[5] ." 6h: ". $stat[7];
readingsBulkUpdate($dev, $statReadingName, $result, 1);
# Store single readings
my $singularReadings = AttrVal($name, "singularReadings", "");
if ($singularReadings ne "") {
# statistics_storeSingularReadings $hashName,$singularReadings,$dev,$statReadingName,$readingName,$statType,$period,$statValue,$lastValue,$saveLast
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Tendency","1h",$stat[1],0,0);
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Tendency","2h",$stat[1],0,0);
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Tendency","3h",$stat[1],0,0);
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Tendency","6h",$stat[1],0,0);
}
$result = join( " ", @hidden );
readingsSingleUpdate($hash, $hiddenReadingName, $result, 0);
Log3 $name,4,"$name: Set '$hiddenReadingName = $result'";
return ;
}
# Calculates deltas for day, month and year
sub ########################################
statistics_doStatisticDelta ($$$$$)
{
my ($hash, $dev, $readingName, $decPlaces, $periodSwitch) = @_;
my $dummy;
my $result;
my $showDate;
my $name = $hash->{NAME};
return if not exists ($dev->{READINGS}{$readingName});
# Get reading, cut out first number without units
my $value = $dev->{READINGS}{$readingName}{VAL};
$value =~ s/^[\D]*([\d.]*).*/$1/eg;
Log3 $name, 4, "Calculating delta statistics for '".$dev->{NAME}.":$readingName = $value'";
my $hiddenReadingName = ".".$dev->{NAME}.":".$readingName;
my $statReadingName = $hash->{PREFIX};
$statReadingName .= ucfirst($readingName);
my @hidden; my @stat; my @last;
my $firstRun = not exists($hash->{READINGS}{$hiddenReadingName});
if ( $firstRun ) {
# Show since-Value and initialize all readings
$showDate = 8;
@stat = split / /, "Hour: 0 Day: 0 Month: 0 Year: 0";
$stat[9] = strftime ("%Y-%m-%d_%H:%M:%S",localtime() );
@last = split / /, "Hour: - Day: - Month: - Year: -";
Log3 $name,4,"$name: Initializing statistic of '$hiddenReadingName'.";
} else {
# Do calculations if hidden reading exists
@stat = split / /, $dev->{READINGS}{$statReadingName}{VAL};
@hidden = split / /, $hash->{READINGS}{$hiddenReadingName}{VAL}; # Internal values
$showDate = $hidden[3];
if (exists ($dev->{READINGS}{$statReadingName."Last"})) {
@last = split / /, $dev->{READINGS}{$statReadingName."Last"}{VAL};
} else {
@last = split / /, "Hour: - Day: - Month: - Year: -";
}
my $deltaValue = $value - $hidden[1];
# Do statistic
$stat[1] += $deltaValue;
$stat[3] += $deltaValue;
$stat[5] += $deltaValue;
$stat[7] += $deltaValue;
if ($periodSwitch>=1) { statistics_doStatisticSpecialPeriod ( $hash, $dev, $readingName, $decPlaces, $stat[1] ); }
# Determine if "since" value has to be shown in current and last reading
# If change of year, change yearly statistic
if ($periodSwitch == 4 || $periodSwitch == -4) {
$last[7] = sprintf "%.".$decPlaces."f", $stat[7];
$stat[7] = 0;
if ($showDate == 1) { $showDate = 0; } # Do not show the "since:" value for year changes anymore
if ($showDate >= 2) { $showDate = 1; $last[9] = $stat[9]; } # Shows the "since:" value for the first year change
Log3 $name,4,"$name: Shifting current year in last value of '$statReadingName'.";
}
# If change of month, change monthly statistic
if ($periodSwitch >= 3 || $periodSwitch <= -3){
$last[5] = sprintf "%.".$decPlaces."f", $stat[5];
$stat[5] = 0;
if ($showDate == 3) { $showDate = 2; } # Do not show the "since:" value for month changes anymore
if ($showDate >= 4) { $showDate = 3; $last[9] = $stat[9]; } # Shows the "since:" value for the first month change
Log3 $name,4,"$name: Shifting current month in last value of '$statReadingName'.";
}
# If change of day, change daily statistic
if ($periodSwitch >= 2 || $periodSwitch <= -2){
$last[3] = sprintf "%.".$decPlaces."f", $stat[3];
$stat[3] = 0;
if ($showDate == 5) { $showDate = 4; } # Do not show the "since:" value for day changes anymore
if ($showDate >= 6) { # Shows the "since:" value for the first day change
$showDate = 5;
$last[9] = $stat[9];
# Next monthly and yearly values start normaly at 00:00 and show only date (no time)
if (AttrVal($name, "dayChangeTime", "00:00") =~ /00:00|0:00/) {
my $periodChangePreset = AttrVal($name, "periodChangePreset", 5);
$stat[5] = 0;
$stat[7] = 0;
$stat[9] = strftime "%Y-%m-%d", localtime(gettimeofday()+$periodChangePreset); # start
}
}
Log3 $name,4,"$name: Shifting current day in last value of '$statReadingName'.";
}
# If change of hour, change hourly statistic
if ($periodSwitch >= 1){
$last[1] = sprintf "%.".$decPlaces."f", $stat[1];
$stat[1] = 0;
if ($showDate == 7) { $showDate = 6; } # Do not show the "since:" value for day changes anymore
if ($showDate >= 8) { $showDate = 7; $last[9] = $stat[9]; } # Shows the "since:" value for the first hour change
Log3 $name,4,"$name: Shifting current hour in last value of '$statReadingName'.";
}
}
# Store hidden reading
$result = "LastValue: $value ShowDate: $showDate ";
readingsSingleUpdate($hash, $hiddenReadingName, $result, 0);
Log3 $name,5,"$name: Set '$hiddenReadingName'='$result'";
# Store visible statistic readings (delta values)
$result = sprintf "Hour: %.".$decPlaces."f Day: %.".$decPlaces."f Month: %.".$decPlaces."f Year: %.".$decPlaces."f", $stat[1], $stat[3], $stat[5], $stat[7];
if ( $showDate >=2 ) { $result .= " (since: $stat[9] )"; }
readingsBulkUpdate($dev,$statReadingName,$result, 1);
Log3 $name,5,"$name: Set '$statReadingName'='$result'";
# if changed, store previous visible statistic (delta) values
if ($periodSwitch >= 1) {
$result = "Hour: $last[1] Day: $last[3] Month: $last[5] Year: $last[7]";
if ( $showDate =~ /1|3|5|7/ ) { $result .= " (since: $last[9] )"; }
readingsBulkUpdate($dev,$statReadingName."Last",$result, 1);
Log3 $name,4,"$name: Set '".$statReadingName."Last'='$result'";
}
# Store single readings
my $singularReadings = AttrVal($name, "singularReadings", "");
if ($singularReadings ne "") {
# statistics_storeSingularReadings $hashName,$singularReadings,$dev,$statReadingName,$readingName,$statType,$period,$statValue,$lastValue,$saveLast
my $statValue = sprintf "%.".$decPlaces."f", $stat[1];
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Delta","Hour",$statValue,$last[1],$periodSwitch >= 1);
$statValue = sprintf "%.".$decPlaces."f", $stat[3];
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Delta","Day",$statValue,$last[3],$periodSwitch >= 2 || $periodSwitch <= -2);
$statValue = sprintf "%.".$decPlaces."f", $stat[5];
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Delta","Month",$statValue,$last[5],$periodSwitch >= 3 || $periodSwitch <= -3);
$statValue = sprintf "%.".$decPlaces."f", $stat[7];
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,"Delta","Year",$statValue,$last[7],$periodSwitch == 4 || $periodSwitch == -4);
}
return ;
}
# Calculates deltas for period of several hours
sub ########################################
statistics_doStatisticSpecialPeriod ($$$$$)
{
my ($hash, $dev, $readingName, $decPlaces, $value) = @_;
my $name = $hash->{NAME};
my $specialPeriod = AttrVal($name, "specialDeltaPeriodHours", 0);
return if $specialPeriod ==0;
my $statReadingName = $hash->{PREFIX} . ucfirst($readingName) . "SpecialPeriod";
my $hiddenReadingName = ".".$dev->{NAME} . ":" . $readingName . "SpecialPeriod";
my $result = $value;
Log3 $name,4,"$name: Add $value to $hiddenReadingName";
if (exists ($hash->{READINGS}{$hiddenReadingName}{VAL})) { $result .= " " . $hash->{READINGS}{$hiddenReadingName}{VAL}; }
my @hidden = split / /, $result; # Internal values
if ( exists($hidden[$specialPeriod]) ) {
Log3 $name,4,"$name: Remove last value ".$hidden[$specialPeriod]." from '$hiddenReadingName'";
delete $hidden[$specialPeriod];
}
$result = 0;
foreach my $val (@hidden) { $result += $val; }
$result = sprintf "%.".$decPlaces."f", $result;
if ($#hidden + 1 != $specialPeriod) { $result .= " (".($#hidden+1).".hours)"; }
readingsBulkUpdate($dev, $statReadingName, $result, 1);
$result = join( " ", @hidden );
readingsSingleUpdate($hash, $hiddenReadingName, $result, 0);
Log3 $name,4,"$name: Set '$hiddenReadingName = $result'";
}
# Calculates single Duration Values and informs about end of day and month
sub ########################################
statistics_doStatisticDuration ($$$$)
{
my ($hash, $dev, $readingName, $periodSwitch) = @_;
my $name = $hash->{NAME};
my $devName = $dev->{NAME};
return if not exists ($dev->{READINGS}{$readingName});
# Get reading, cut out first number without units
my $state = $dev->{READINGS}{$readingName}{VAL};
Log3 $name, 4, "Calculating duration statistics for '".$dev->{NAME}.":$readingName = $state'";
# Daily Statistic
statistics_doStatisticDurationSingle $hash, $dev, $readingName, "Day", $state, ($periodSwitch >= 2 || $periodSwitch <= -2);
# Monthly Statistic
statistics_doStatisticDurationSingle $hash, $dev, $readingName, "Month", $state, ($periodSwitch >= 3 || $periodSwitch <= -3);
return ;
}
# Calculates single duration values
sub ########################################
statistics_doStatisticDurationSingle ($$$$$$)
{
my ($hash, $dev, $readingName, $period, $state, $saveLast) = @_;
my $result;
my $hiddenReadingName = ".".$dev->{NAME}.":".$readingName.$period;
my $name=$hash->{NAME};
my $devName = $dev->{NAME};
my $statReadingName = $hash->{PREFIX};
$statReadingName .= ucfirst($readingName).$period;
my %hidden;
my $firstRun = not exists($hash->{READINGS}{$hiddenReadingName});
my $lastState = $state;
my $statValue = "00:00:00";
if ( $firstRun ) {
# Show since-Value
$hidden{"showDate:"} = 1;
$saveLast = 0;
$hidden{"(since:"} = strftime ("%Y-%m-%d_%H:%M:%S)",localtime() );
} else {
# Do calculations if hidden reading exists
%hidden = split / /, $hash->{READINGS}{$hiddenReadingName}{VAL}; # Internal values
$lastState = $hidden{"lastState:"};
my $timeDiff = int(gettimeofday())-$hidden{"lastTime:"};
$hidden{$lastState.":"} += $timeDiff;
$statValue = statistics_FormatDuration ($hidden{$lastState.":"});
}
$hidden{"lastState:"} = $state;
$hidden{"lastTime:"} = int(gettimeofday());
# Prepare new current reading, delete hidden reading if it is used again
$result = "";
while (my ($key, $duration) = each(%hidden)){
if ($key !~ /lastState:|lastTime:|showDate:|since:/) {
if ($result ne "") {$result .= " ";}
$result .= "$key ".statistics_FormatDuration($duration);
if ($saveLast) { delete $hidden{$key}; }
}
}
if ($result eq "") {$result = "$state: 0";}
if ($hidden{"showDate:"} == 1) { $result .= " (since: ".$hidden{"(since:"}; }
# Store current reading as last reading, Reset current reading
if ($saveLast) {
readingsBulkUpdate($dev, $statReadingName . "Last", $result, 1);
Log3 $name, 5, "Set '".$statReadingName . "Last = $result'";
$result = "$state: 00:00:00";
$hidden{"showDate:"} = 0;
}
# Store current reading
readingsBulkUpdate($dev, $statReadingName, $result, 0);
Log3 $name, 5, "Set '$statReadingName = $result'";
# Store single readings
my $singularReadings = AttrVal($name, "singularReadings", "");
if ($singularReadings ne "") {
# statistics_storeSingularReadings $hashName,$singularReadings,$dev,$statReadingName,$readingName,$statType,$period,$statValue,$value,$saveLast
statistics_storeSingularReadings ($name,$singularReadings,$dev,$statReadingName,$readingName,ucfirst($lastState),$period,$statValue,0,$saveLast);
}
# Store hidden reading
$result = "";
while (my ($key, $duration) = each(%hidden)){
if ($result ne "") {$result .= " ";}
$result .= "$key $duration";
}
readingsSingleUpdate($hash, $hiddenReadingName, $result, 0);
Log3 $name, 5, "Set '$hiddenReadingName = $result'";
return;
}
sub ####################
statistics_storeSingularReadings ($$$$$$$$$$)
{
my ($hashName,$singularReadings,$dev,$statReadingName,$readingName,$statType,$period,$statValue,$lastValue,$saveLast) = @_;
return if $singularReadings eq "";
if ($statType =~ /Delta|Tendency/) { $statReadingName .= $period;}
else { $statReadingName .= $statType;}
my $devName=$dev->{NAME};
if ("$devName:$readingName:$statType:$period" =~ /^($singularReadings)$/) {
readingsBulkUpdate($dev, $statReadingName, $statValue, 1);
Log3 $hashName, 5, "Set ".$statReadingName." = $statValue";
if ($saveLast) {
readingsBulkUpdate($dev, $statReadingName."Last", $lastValue, 1);
Log3 $hashName, 5, "Set ".$statReadingName."Last = $lastValue";
}
}
}
sub ####################
statistics_getStoredDevices ($)
{
my ($hash) = @_;
my $result="";
foreach my $r (sort keys %{$hash->{READINGS}}) {
if ($r =~ /^\.(.*):.*/) {
my $device = $1;
my $regExp = '^'.$1.'$|^'.$1.',|,'.$1.'$|,'.$1.',';
if ($result !~ /$regExp/) {
$result.="," . $device;
}
}
}
return $result;
}
sub ########################################
statistics_FormatDuration($)
{
my ($value) = @_;
#Tage
my $returnstr ="";
if ($value > 86400) { $returnstr = sprintf "%dd ", int($value/86400); }
# Stunden
$value %= 86400;
$returnstr .= sprintf "%02d:", int($value/3600);
$value %= 3600;
$returnstr .= sprintf "%02d:", int($value/60);
$value %= 60;
$returnstr .= sprintf "%02d", $value;
return $returnstr;
}
1;
=pod
=begin html
<a name="statistics"></a>
<h3>statistics</h3>
<ul style="width:800px">
This modul calculates for certain readings of given devices statistical values and adds them to the devices.
<br>
Until now statistics for the following readings are automatically built:
<ul>
<li><b>Minimum, average and maximum of instantaneous values:</b> brightness, current, energy_current, humidity, pressure, temperature, voltage, wind, wind_speed, windSpeed</li>
<li><b>Tendency over 1h, 2h, 3h und 6h:</b> pressure</li>
<li><b>Delta values of cumulated values:</b> count, energy, energy_total, power, total, rain, rain_rate, rain_total</li>
<li><b>Duration of states:</b> lightsensor, lock, motion, Window, window, state <i>(wenn kein anderer Ger&auml;tewert g&uuml;ltig)</i></li>
</ul>
Further readings can be added via the correspondent <a href="#statisticsattr">attribute</a>.
<br>&nbsp;
<br>
<b>Define</b>
<ul>
<code>define &lt;name&gt; statistics &lt;deviceNameRegExp&gt; [Prefix]</code>
<br>
Beispiel: <code>define Statistik statistics Sensor_.*|Wettersensor</code>
<br>&nbsp;
<li><code>&lt;DeviceNameRegExp&gt;</code>
<br>
Regular expression of device names. <b>!!! Not the device readings !!!</b>
</li><br>
<li><code>[Prefix]</code>
<br>
Optional. Prefix set is place before statistical data. Default is <i>stat</i>
</li><br>
</ul>-
<br>
<b>Set</b>
<ul>
<li><code>resetStatistics &lt;All|DeviceName&gt;</code>
<br>
Resets the statistic values of the selected device.
<br></li>
<li><code>doStatistics</code>
<br>
Calculates the current statistic values of all monitored devices.
<br></li>
</ul>
<br>
<b>Get</b>
<ul>not implemented yet
</ul>
<br>
<a name="statisticsattr"></a>
<b>Attributes</b>
<ul>
<li><code>dayChangeTime &lt;Zeit&gt;</code>
<br>
Time of day change. Default is 00:00. For weather data the day change is e.g. 06:50.
<br>
</li><br>
<li><code>deltaReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Comma separated list of reading names for which a delta statistic shall be calculated.
</li><br>
<li><code>durationReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Comma separated list of reading names for which a duration statistic shall be calculated.
</li><br>
<li><code>excludedReadings <code>&lt;DeviceRegExp:ReadingNameRegExp&gt;</code></code>
<br>
Regular expression of the readings that shall be excluded from the statistics.<br>
The reading have to be entered in the form <i>deviceName:readingName</i>. E.g. "FritzDect:current|Sensor_.*:humidity"
<br>
</li><br>
<li><code>minAvgMaxReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Comma separated list of reading names for which a min/average/max statistic shall be calculated.
</li><br>
<li><code>periodChangePreset &lt;Sekunden&gt;</code>
<br>
Start of the calculation of periodical data, default is 5 Sekunden before each full hour,
<br>
Allows the correct timely assignment within plots, can be adapted to the cpu load.
<br>
</li><br>
<li><code>singularReadings &lt;DeviceRegExp:ReadingRegExp&gt;:statTypes:period</i></code>
<ul>
<li>statTypes: Min|Avg|Max|Delta|Duration|Tendency</li>
<li>period: Hour|Day|Month|Year|1h|2h|3h|6h</li>
</ul>
<br>
Regulare expression of statistic values, which shall not be shown in summary but also in singular readings. Eases the creation of plots.
<br>
z.B. <code>Wettersensor:rain:Delta:(Hour|Day)|(FritzDect:(current|power):(Avg|Max|Delta):(Hour|Day)</code>
<br>
</li><br>
<li><code>specialDeltaPeriodHours &lt;Hours&gt;</code>
<br>
Adds for readings of delta statistics a singular reading for the given period of hours (e.g. for the rain of the last 72 hours)
</li><br>
<li><code>tendencyReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Comma separated list of reading names for which a min/average/max statistic shall be calculated.
</li><br>
</ul>
</ul>
=end html
=begin html_DE
<a name="statistics"></a>
<h3>statistics</h3>
<ul style="width:800px">
Dieses Modul wertet von den angegebenen Ger&auml;ten (als regul&auml;rer Ausdruck) bestimmte Werte statistisch aus und f&uuml;gt das Ergebnis den jeweiligen Ger&auml;ten als neue Werte hinzu.
<br>
Derzeit werden Statistiken f&uuml;r folgende Ger&auml;tewerte vom Modul automatisch berechnet:
<ul>
<li><b>Minimum, Durchschnitt und Maximum von Momentanwerten:</b> brightness, current, energy_current, humidity, temperature, voltage, wind, wind_speed, windSpeed</li>
<li><b>Tendenz &uuml;ber 1h, 2h, 3h und 6h:</b> pressure</li>
<li><b>Deltawerte von kumulierten Ger&auml;tewerten:</b> count, energy, energy_total, power, total, rain, rain_rate, rain_total</li>
<li><b>Dauer der Status:</b> lightsensor, lock, motion, Window, window, state <i>(wenn kein anderer Ger&auml;tewert g&uuml;ltig)</i></li>
</ul>
Weitere Ger&auml;tewerte k&ouml;nnen &uuml;ber die entsprechenden <a href="#statisticsattr">Attribute</a> hinzugef&uuml;gt werden
<br>&nbsp;
<br>
<b>Define</b>
<ul>
<code>define &lt;Name&gt; statistics &lt;Ger&auml;teNameRegExp&gt; [Prefix]</code>
<br>
Beispiel: <code>define Statistik statistics Wettersensor|Badsensor</code>
<br>&nbsp;
<li><code>&lt;Ger&auml;teNameRegExp&gt;</code>
<br>
Regul&auml;rer Ausdruck f&uuml;r den Ger&auml;tenamen. <b>!!! Nicht die Ger&auml;tewerte !!!</b>
</li><br>
<li><code>[Prefix]</code>
<br>
Optional. Der Prefix wird vor den Namen der statistischen Ger&auml;tewerte gesetzt. Standardm&auml;ssig <i>stat</i>
</li><br>
</ul>
<br>
<b>Set</b>
<ul>
<li><code>resetStatistics &lt;All|Ger&auml;tename&gt;</code>
<br>
Setzt die Statistiken der ausgew&auml;hlten Ger&auml;te zur&uuml;ck
<br></li>
<li><code>doStatistics</code>
<br>
Berechnet die aktuellen Statistiken aller beobachteten Ger&auml;te.
<br></li>
</ul>
<br>
<b>Get</b>
<ul>nicht implementiert
</ul>
<br>
<a name="statisticsattr"></a>
<b>Attributes</b>
<ul>
<li><code>dayChangeTime &lt;Zeit&gt;</code>
<br>
Uhrzeit des Tageswechsels. Standardm&auml;ssig 00:00. Bei Wetterdaten erfolgt der Tageswechsel z.B. 6:50.
<br>
</li><br>
<li><code>deltaReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Durch Kommas getrennte Liste von Ger&auml;tewerten
</li><br>
<li><code>durationReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Durch Kommas getrennte Liste von Ger&auml;tewerten
</li><br>
<li><code>excludedReadings &lt;Ger&auml;tenameRegExp:Ger&auml;tewertRegExp&gt;</code>
<br>
regul&auml;rer Ausdruck der Ger&auml;tewerte die nicht ausgewertet werden sollen.
z.B. "<code>FritzDect:current|Sensor_.*:humidity</code>"
<br>
</li><br>
<li><code>minAvgMaxReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Durch Kommas getrennte Liste von Ger&auml;tewerten
</li><br>
<li><code>periodChangePreset &lt;Sekunden&gt;</code>
<br>
Start der Berechnung der periodischen Daten, standardm&auml;ssig 5 Sekunden vor der vollen Stunde,
<br>
Erlaubt die korrekte zeitliche Zuordnung in Plots, kann je nach Systemauslastung verringert oder vergr&ouml;&szlig;ert werden
<br>
</li><br>
<li><code>singularReadings &lt;Ger&auml;teNameRegExp:Ger&auml;teWertRegExp:StatistikTypen:ZeitPeriode&gt;</code>
<ul>
<li>StatistikTypen: Min|Avg|Max|Delta|Duration|Tendency</li>
<li>ZeitPeriode: Hour|Day|Month|Year|1h|2h|3h|6h</li>
</ul>
Regul&auml;rer Ausdruck statistischer Werte, die nicht nur in zusammengefassten sondern auch als einzelne Werte gespeichert werden sollen.
Erleichtert die Erzeugung von Plots.
<br>
z.B. <code>Wettersensor:rain:Delta:(Hour|Day)|FritzDect:power:Delta:Day</code>
</li><br>
<li><code>specialDeltaPeriodHours &lt;Stunden&gt;</code>
<br>
F&uuml;gt den Delta-Statistiken einen singul&auml;ren Ger&auml;tewert f&uuml;r die angegebenen Stunden hinzu (z.b. f&uuml;r den Regen in den letzten 72 Stunden)
</li><br>
<li><code>tendencyReadings &lt;Ger&auml;tewerte&gt;</code>
<br>
Durch Kommas getrennte Liste von Ger&auml;tewerten
</li><br>
<li><a href="#readingFnAttributes">readingFnAttributes</a>
</li><br>
</ul>
</ul>
=end html_DE
=cut