tag:blogger.com,1999:blog-97299552024-03-13T09:21:08.764-04:00curious onloookerA few things, mostly technical notes...evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.comBlogger105125tag:blogger.com,1999:blog-9729955.post-5712527167491166302020-08-03T16:41:00.002-04:002020-08-03T16:43:11.297-04:00linuxmint volume not loud enough The audio on my Linuxmint laptop was not loud enough, even though the volume control app was set to 100%.<br />
<br />
<pre>$ lsb_release -a
No LSB modules are available.
Distributor ID: Linuxmint
Description: Linux Mint 20
Release: 20
Codename: ulyana</pre>
<pre> </pre>
Looking around, I found the solution in this page: <a href="https://forums.linuxmint.com/viewtopic.php?t=203209">https://forums.linuxmint.com/viewtopic.php?t=203209</a><br />
<br />
I experimented a little, and found that this command sets my output volume to my desired level:
<br />
<pre>$ /usr/bin/pactl set-sink-volume 0 150%
</pre>
<br />
and, to reset to the normal range,
<br />
<pre>$ /usr/bin/pactl set-sink-volume 0 100% </pre>
<pre> </pre>
However, having to run these commands from a terminal window was getting a little bit inconvenient.<br />
<br />
What if I could add two shortcuts to take care of this?<br />
<br />
So I added Ctrl-VolUp and Ctrl-VolDown shortcuts:<br />
<br />
<img alt="" height="335" src="data:image/png;base64,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" width="400" /><br />
<br />
This is working great for me. <br />
<br />evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-39955045687597065612019-04-05T00:37:00.001-04:002019-04-05T00:37:51.128-04:00Magan - a small, secure dns server written in CAnnouncing Magan : <a href="https://evuraan.info/evuraan/stuff/magan/Magan.html#download">a small, secure dns server written in C. </a>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-69076620726730701992019-01-16T01:46:00.002-05:002019-01-16T02:00:33.883-05:00Raspberry Pi 3B+ Home Router - Beating Bufferbloat with Cake<a href="https://evuraan.info/evuraan/stuff/bufferbloat.html">Here's my article on <b>How to beat the menace of Bufferbloat on a Raspberry pi home router.</b> </a>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-71958740447916195572019-01-13T01:26:00.002-05:002019-01-13T23:27:05.966-05:00Controlling bufferbloat on a raspberry pi routerI've a raspberry pi 3b+ acting as my home router.<br />
<br />
I noticed that I've severe <a href="https://en.wikipedia.org/wiki/Bufferbloat">Bufferbloat</a>, according to tests performed at <a href="http://www.dslreports.com/speedtest">http://www.dslreports.com/speedtest</a>. <br />
<br />
Below is a script that I used to improve my Bufferbloat issue.<br />
<br />
Using the FQ_Codel (Fair Queuing Controlled Delay) <a href="https://en.wikipedia.org/wiki/Active_queue_management">AQM</a> algorithm, I could control the Bufferbloat issue. FQ_Codel uses a stochastic (randomly determined) model to classify incoming packets into different flows and is used to provide a fair share of the bandwidth to all the flows using the queue. Each such flow is managed by the CoDel queuing discipline. Reordering within a flow is avoided since Codel internally uses a FIFO queue.<br />
<br />
All we need to know is what's the theoretical maximum outbound speed, and the interface to control -<b> ext_up</b> and <b>ext</b>. Here, eth1 is my interface that is connected to the cable modem, my upload is capped at a puny 5mbps, thanks to my predatory ISP. <br />
<br />
<u><b>shaper.sh </b></u><br />
<br />
<pre>#!/bin/bash
# evuraan at gmail -
# Freely given - use at your own risk!
# Also see: https://wiki.gentoo.org/wiki/Traffic_shaping
ext="eth1"
ext_up="5000kbit" # Max theoretical
tc="/sbin/tc"
q="1514" # HTB Quantum = 1500bytes IP + 14 bytes ethernet.
quantum="300" # fq_codel quantum 300 gives a boost to interactive flows
modprobe ifb
modprobe sch_fq_codel
#########
# EGRESS
#########
# Add FQ_CODEL to EGRESS on external interface
$tc qdisc add dev $ext root handle 1: htb default 11
$tc class add dev $ext parent 1: classid 1:1 htb rate $ext_up
$tc class add dev $ext parent 1:1 classid 1:11 htb rate $ext_up prio 0 quantum $q
$tc qdisc add dev $ext parent 1:11 fq_codel quantum $quantum noecn
</pre>
I would run this from /etc/crontab as soon as the pi reboots:<br />
<br />
<pre># grep shaper /etc/crontab
@reboot root /home/code/shaper.sh 1>/dev/null 2>/dev/null || :</pre>
<br />
The results has been remarkable:<br />
<br />
<img alt="https://dfkrkqaqb1zsx.cloudfront.net/speedtest/cdn/44540652.png" class="transparent" src="https://dfkrkqaqb1zsx.cloudfront.net/speedtest/cdn/44540652.png" /><br />
<br />
<br />
<br />
I could significantly improve my bufferbloat situation with this small script. I hope someone else finds good use of this article. <br />
<br />
<b><u>The future holds CAKE!</u></b><br />
<br />
In the future this will get even more easier, as Linux 4.19 comes with new queuing discipline for the network packet scheduler called <b>cake</b> (Common Applications Kept
Enhanced.) <br />
<br />
With cake, AQM become much easier:<br />
<br />
<br />
<pre><code>modprobe sch_cake
modprobe act_mirred
tc qdisc add dev eth2 root cake bandwidth XXmbit # where XX is your mbit. You can do kbit also. substitute your outbound interface for eth2.</code></pre>
<br />
<u>References: </u><br />
<br />
Recommended LWN article: <a class="https" href="https://lwn.net/Articles/758353/">Let them run CAKE</a><br />
Project page: <a class="https" href="https://www.bufferbloat.net/projects/codel/wiki/Cake/">https://www.bufferbloat.net/projects/codel/wiki/Cake/</a>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-863807280363795362018-12-20T00:45:00.002-05:002018-12-20T00:47:28.756-05:00Python Script to Reboot TP-Link Cable Modem<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://2.bp.blogspot.com/-wHzceZ7PQW0/XBsq-OzRIFI/AAAAAAAABEQ/TV84doKLsJE47odE3mIZso2jkWI5F_JeQCLcBGAs/s1600/Screenshot%2Bfrom%2B2018-12-19%2B21-37-34.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="652" data-original-width="708" height="292" src="https://2.bp.blogspot.com/-wHzceZ7PQW0/XBsq-OzRIFI/AAAAAAAABEQ/TV84doKLsJE47odE3mIZso2jkWI5F_JeQCLcBGAs/s320/Screenshot%2Bfrom%2B2018-12-19%2B21-37-34.png" width="320" /></a></div>
<br />
TP-Link makes inexpensive yet nice Cable Modems, which can save you from those exorbitant Rental Fees charged by your predatory Cable Internet Provider.<br />
<br />
We've been using a TP-LINK TC-7610 for a few months,<a href="https://evuraan.info/evuraan/stuff/TP-Link_Cable_Modem_Reboot_with_Python3.html" target="_blank"> here's</a> a Python script we put together to reboot it. You can easily use it to reboot your cable modem upon loosing your Cable internet.<br />
<br />
<h3 class="western">
<a href="https://evuraan.info/evuraan/stuff/TP-Link_Cable_Modem_Reboot_with_Python3.html">reboot_tc7610.py</a></h3>
<br />
Let us know <a href="https://www.blogger.com/comment.g?blogID=9729955&postID=86380728036379536">here</a> if you have feedback or comments.<br />
<br />
<br />evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-27662077099444576022018-03-22T22:48:00.002-04:002018-03-22T22:49:17.848-04:00create_zombie.c <br />
Yep, it is time to spit out some C code. <br />
<br />
create_zombie.c - when compiled this would create a zombie process.<br />
<br />
<br />
<pre><span style="font-family: "courier new" , "courier" , monospace;">$ ./create_zombie
Parent at pid: 19240 and ppid: 20225
Our child 19241 will be the zombie, watch below:
S PID COMMAND
Z 19241 [create_zombie] <defunct>
</defunct></span>
<defunct>
</defunct></pre>
<br />
Below is the C code behind this:<br />
<br />
<br />
<pre>/*
* Author: evuraan
*
* when the child has exited, and the parent has not
* yet collected the child's death certificate,
* the child process becomes a zombie
*
*/
#include <stdio .h="">
char *cmd[300];
int main(){
int pid;
pid = vfork();
if (pid == 0){
/* child */
exit(0);
} else {
/* parent */
printf("Parent at pid: %d and ppid: %d\n", getpid(), getppid() );
printf("Our child %d will be the zombie, watch below:\n", pid);
sprintf(&cmd, "%s %d", "ps -o state,pid,command -p ", pid);
sleep(1);
system(cmd);
}
return 0;
}
</stdio></pre>
<pre>
<stdio .h=""></stdio></pre>
<pre><stdio .h=""> </stdio></pre>
(Also available at : <a href="https://evuraan.info/evuraan/stuff/create_zombie.c.txt">https://evuraan.info/evuraan/stuff/create_zombie.c.txt</a>)
evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-67415578989239782152017-12-31T15:11:00.001-05:002017-12-31T15:33:00.527-05:00chan_mobile on raspberry pi3, Asterisk 15.1.5 <br />
I wanted to route calls from my Asterisk 15.1.5 on my pi3 over Bluetooth from my cellphone.<br />
<br />
Wasted a few days trying to get chan_mobile working. Followed <a href="https://pbxinaflash.com/community/threads/chan_mobile-and-bluetooth-with-piaf-reliable.16533/" target="_blank">this guide</a> and this <a href="https://jtanx.github.io/2016/02/24/using-asterisk-to-route-calls-through-mobile/" target="_blank">post</a>. I could get the phones to dial out etc, but there was something missing - audio! <br />
<br />
I could not hear audio in either direction - dialing in our dialing out.<br />
<br />
Turns out the pi3's Bluetooth controller is useless in this context, since it seems to use eSCO (Extended Synchronous Connection Oriented) link. There are no SCO packets passed during the phone call. These are the <a href="https://www.raspberrypi.org/forums/viewtopic.php?f=28&t=149496" target="_blank">two</a> <a href="https://www.raspberrypi.org/forums/viewtopic.php?f=28&t=164044" target="_blank">posts</a> that gave me the clue, although on the 3rd day.<br />
<br />
I could not get eSCO disabled either:<br />
<br />
<pre>root@jungle:~# modinfo bluetooth -p
disable_esco:Disable eSCO connection creation (bool)
disable_ertm:Disable enhanced retransmission mode (bool)
root@jungle:~# </pre>
<br />
Luckily I had an old usb bluetooth adapter lying around in my spares collection:<br />
<br />
<pre>root@jungle:~# lsusb |grep -i blue
Bus 001 Device 004: ID 0a12:0001 Cambridge Silicon Radio, Ltd Bluetooth Dongle (HCI mode)
root@jungle:~#</pre>
<br />
I am happy to report this adapter ended up working perfectly for me.<br />
<br />
<pre>jungle*CLI> mobile show devices
ID Address Group Adapter Connected State SMS
nexus5x XX:YY:ZZ:AA:BB:CC 1 dlink Yes Free No
jungle*CLI>;
</pre>
<br />
<br />
You may also find <a href="https://stackoverflow.com/questions/34709583/bluetoothctl-set-passkey" target="_blank">this post</a> useful when dealing with multiple BT adapters, and if one of those require a pairing challenge. <br />
<br />
<b><u>Free Tip:</u></b><br />
<br />
Did you know, 19252590082 is a publicly available Echo Test Number?evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-76833342212223292262017-12-30T16:09:00.002-05:002018-01-06T22:47:23.536-05:00Compiling g.729 on raspberry pi3 for asterisk 15.1.5 saving my bash history so it may be useful for others. Below is how I configured g729 on my pi3:
<br />
<pre> 601 mkdir ~/somefolder; cd ~/somefolder
602 git clone git://git.linphone.org/bcg729.git
603 cd bcg729/
604 ./configure --libdir=/lib
605 make
606 sudo make install
607 cd ..; wget http://asterisk.hosting.lv/src/asterisk-g72x-1.2.tar.bz2
608 ls -ltr
609 tar -xvjf asterisk-g72x-1.4.2.tar.bz2
610 cd asterisk-g72x-1.4.2/; <code class="text plain">./autogen.sh</code>
614 ./configure CFLAGS='-march=native' --with-bcg729 --with-asterisk-includes=/usr/include
615 make
616 sudo make install
</pre>
Added <b>allow=g729</b> into my sip.conf, restarted asterisk .
<br />
In action:
<br />
<br />
<pre>jungle*CLI> core show version
Asterisk 15.1.5 built by root @ jungle on a armv7l running Linux on 2017-12-29 21:50:04 UTC
> Saved useragent "LinphoneAndroid/3.3.1 (belle-sip/1.6.3)" for peer 300_test
jungle*CLI> core show translation recalc 10
Recalculating Codec Translation (number of sample seconds: 10)
Translation times between formats (in microseconds) for one second of data
Source Format (Rows) Destination Format (Columns)
ulaw alaw gsm g726 g726aal2 adpcm slin slin slin slin slin slin slin slin slin lpc10 g729 speex speex speex ilbc g722 testlaw
ulaw - 9150 15000 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 15000 17250 15000
alaw 9150 - 15000 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 15000 17250 15000
gsm 15000 15000 - 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 15000 17250 15000
g726 15000 15000 15000 - 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 15000 17250 15000
g726aal2 15000 15000 15000 15000 - 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 15000 17250 15000
adpcm 15000 15000 15000 15000 15000 - 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 15000 17250 15000
slin 6000 6000 6000 6000 6000 6000 - 8000 8000 8000 8000 8000 8000 8000 8000 6000 6000 6000 14000 14000 6000 8250 6000
slin 14500 14500 14500 14500 14500 14500 8500 - 8000 8000 8000 8000 8000 8000 8000 14500 14500 14500 14000 14000 14500 14000 14500
slin 14500 14500 14500 14500 14500 14500 8500 8500 - 8000 8000 8000 8000 8000 8000 14500 14500 14500 6000 14000 14500 6000 14500
slin 14500 14500 14500 14500 14500 14500 8500 8500 8500 - 8000 8000 8000 8000 8000 14500 14500 14500 14500 14000 14500 14500 14500
slin 14500 14500 14500 14500 14500 14500 8500 8500 8500 8500 - 8000 8000 8000 8000 14500 14500 14500 14500 6000 14500 14500 14500
slin 14500 14500 14500 14500 14500 14500 8500 8500 8500 8500 8500 - 8000 8000 8000 14500 14500 14500 14500 14500 14500 14500 14500
slin 14500 14500 14500 14500 14500 14500 8500 8500 8500 8500 8500 8500 - 8000 8000 14500 14500 14500 14500 14500 14500 14500 14500
slin 14500 14500 14500 14500 14500 14500 8500 8500 8500 8500 8500 8500 8500 - 8000 14500 14500 14500 14500 14500 14500 14500 14500
slin 14500 14500 14500 14500 14500 14500 8500 8500 8500 8500 8500 8500 8500 8500 - 14500 14500 14500 14500 14500 14500 14500 14500
lpc10 15000 15000 15000 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 - 15000 15000 23000 23000 15000 17250 15000
g729 15000 15000 15000 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 - 15000 23000 23000 15000 17250 15000
speex 15000 15000 15000 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 - 23000 23000 15000 17250 15000
speex 23500 23500 23500 23500 23500 23500 17500 17500 9000 17000 17000 17000 17000 17000 17000 23500 23500 23500 - 23000 23500 15000 23500
speex 23500 23500 23500 23500 23500 23500 17500 17500 17500 17500 9000 17000 17000 17000 17000 23500 23500 23500 23500 - 23500 23500 23500
ilbc 15000 15000 15000 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 - 17250 15000
g722 15600 15600 15600 15600 15600 15600 9600 17500 9000 17000 17000 17000 17000 17000 17000 15600 15600 15600 15000 23000 15600 - 15600
testlaw 15000 15000 15000 15000 15000 15000 9000 17000 17000 17000 17000 17000 17000 17000 17000 15000 15000 15000 23000 23000 15000 17250 -
jungle*CLI>
</pre>
<br />
<br />evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-25778076573664374802015-08-07T03:22:00.002-04:002015-08-07T03:22:30.537-04:00gps.conf (motox 2013 5.1 build)
gps.conf
<pre>
# XTRA_SERVER_QUERY (1=on, 0=off)
# If XTRA_SERVER_QUERY is on, the XTRA_SERVERs listed
# below will be ignored, and instead the servers will
# be queried from the modem.
XTRA_SERVER_QUERY=0
# XTRA_SERVERs below are used only if XTRA_SERVER_QUERY
# is off.
XTRA_SERVER_1=http://xtra1.gpsonextra.net/xtra2.bin
XTRA_SERVER_2=http://xtra2.gpsonextra.net/xtra2.bin
XTRA_SERVER_3=http://xtra3.gpsonextra.net/xtra2.bin
# Error Estimate
# _SET = 1
# _CLEAR = 0
ERR_ESTIMATE=0
#Test
#NTP_SERVER=time.gpsonextra.net
#Asia
# NTP_SERVER=asia.pool.ntp.org
#Europe
# NTP_SERVER=europe.pool.ntp.org
#North America
NTP_SERVER=north-america.pool.ntp.org
# DEBUG LEVELS: 0 - none, 1 - Error, 2 - Warning, 3 - Info
# 4 - Debug, 5 - Verbose
# If DEBUG_LEVEL is commented, Android's logging levels will be used
DEBUG_LEVEL = 2
# Intermediate position report, 1=enable, 0=disable
INTERMEDIATE_POS=0
# supl version 1.0
SUPL_VER=0x10000
# GPS Capabilities bit mask
# SCHEDULING = 0x01
# MSB = 0x02
# MSA = 0x04
# ON_DEMAND_TIME = 0x10
# GEOFENCE = 0x20
# default = ON_DEMAND_TIME | MSA | MSB | SCHEDULING | GEOFENCE
CAPABILITIES=0x37
# Accuracy threshold for intermediate positions
# less accurate positions are ignored, 0 for passing all positions
# ACCURACY_THRES=5000
################################
##### AGPS server settings #####
################################
# FOR SUPL SUPPORT, set the following
SUPL_HOST=supl.google.com
SUPL_PORT=7276
# FOR C2K PDE SUPPORT, set the following
# C2K_HOST=c2k.pde.com or IP
# C2K_PORT=1234
####################################
# LTE Positioning Profile Settings
####################################
# 0: Enable RRLP on LTE(Default)
# 1: Enable LPP_User_Plane on LTE
# 2: Enable LPP_Control_Plane
# 3: Enable both LPP_User_Plane and LPP_Control_Plane
LPP_PROFILE = 0
################################
# EXTRA SETTINGS
################################
# NMEA provider (1=Modem Processor, 0=Application Processor)
NMEA_PROVIDER=0
##################################################
# Select Positioning Protocol on A-GLONASS system
##################################################
# 0x1: RRC CPlane
# 0x2: RRLP UPlane
# 0x4: LLP Uplane
A_GLONASS_POS_PROTOCOL_SELECT = 0
</pre>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-56552845817031382712015-07-11T02:27:00.001-04:002015-07-11T02:27:17.998-04:00dnsmasq cache flagsfor my reference, dnsmasq cache flags:<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://1.bp.blogspot.com/-sFOrp3RkoAE/VaC3IKHCeeI/AAAAAAAAA20/_h6aCEhNsWI/s1600/dnsmasq_cache_flags.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://1.bp.blogspot.com/-sFOrp3RkoAE/VaC3IKHCeeI/AAAAAAAAA20/_h6aCEhNsWI/s1600/dnsmasq_cache_flags.png" /></a></div>
<br />
<br />
# pkill -USR1 dnsmasq <br />evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-84537395238916003282015-07-07T19:21:00.000-04:002015-07-07T19:35:21.214-04:00dotted quad to decimal and back, in bash<br />
<br />
<br />
<b><u>bash snippet to convert IP address to decimal:</u></b><br />
<br />
<pre>$ cat ip2d.sh
#!/bin/bash
IFS=.
set -- $*
echo $(( ($1*256**3) + ($2*256**2) + ($3*256) + ($4) ))
</pre>
<pre></pre>
<b><u>Conversely, to convert from decimal to dotted quad address:
</u></b><br />
<pre></pre>
<pre>$ cat d2ip.sh
#!/bin/bash
IFS=" " read -r a b c d <<< $(echo "obase=256 ; $1" |bc)
echo ${a#0}.${b#0}.${c#0}.${d#0}
</pre>
<b><u>Here they are in action:
</u></b><br />
<pre></pre>
<pre>google.com has address 216.58.216.142
$ ./ip2d.sh 216.58.216.142
3627735182
$ ./d2ip.sh 3627735182
216.58.216.142
</pre>
evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-15216651992486444232015-03-15T00:44:00.002-04:002015-03-15T00:44:39.240-04:00samsung Galaxy S3 UMTS to unlock <b><u>nvram rebuild:</u></b><br />
<br />just flash a TW rom. (<a href="http://forum.xda-developers.com/galaxy-s3-att/development/s3rx-4-0-touchwiz-4-4-2-ucufne4-8-12-14-t2848080" target="_blank">example</a>)<br /><br />Once you are in stock ROM and gotten through all the annoying pop-ups, open your dialer and type in <span style="color: #454545;"><span style="font-family: Hind, sans-serif;"><span style="background-color: #ebebeb;">*#197328640#</span></span></span><br />
it should open up a menu, you want to go to Mainmenu > UMTS >
Common > NVREBUILD > NVREBUILD > Once you select to rebuild the
NVRAM and it finishes don't exit the menu wait about 30 seconds long
press power button and select Resta. <br /><br /><b><u> To unlock your Galaxy S3 OR NOTE 2: </u></b><br />
<br />
To unlock your Galaxy S3 OR NOTE 2:<br />Attention S3 users, you need
to update your S3 to 4.1.1 Jelly Bean which was released today December 3
by Samsung in order to be able to unlock your phone.<br />
Just dial the following keys *#197328640#<br />
<br />
Main Menu > [1] UMTS > [1] Debug Screen > [8] Phone Control
> [6] Network Lock > Options [3]Perso SHA256 OFF > (after
choosing this option, wait about 30 seconds, then go back one step by
pressing the Menu button then select Back, now you are in [6] Network
Lock then choose [4] NW Lock NV Data INITIALLIZ ..... wait for a minute
then reboot your phone<br />
<br />evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-56965044137648320472014-01-27T20:53:00.003-05:002014-01-27T21:02:48.369-05:00lockfile in python
<a href="https://www.evuraan.info/evuraan/stuff/lockfile.html">Alternate Link to this article</a>
<h1>lockfile in python</h1>
lockfile is one of my must haves, as it is a very useful semaphore lock file creator.
<pre>
# lockfile --help
Usage: lockfile -v | -nnn | -r nnn | -l nnn | -s nnn | -! | -ml | -mu | file ...
# rpm -qf `which lockfile`
procmail-3.22-25.1.el6.x86_64
</pre>
As can be seen above, /usr/bin/lockfile is part of procmail, which comes with its own dependencies (usually sendmail or postfix etc.). I did not like having to install those MTA type dependencies to setup procmail for locking purposes.
This is the reason why I wrote <a href="https://evuraan.info/evuraan/stuff/lockfile.py.txt">lockfile.py</a>.
<h3>lockfile.py</h3>
<pre>
#!/usr/bin/python
# Author Evuraan Gmail dot com
import optparse,sys,os,time
def usage():
print """
Usage : lockfile.py <lockfile>
Usage : lockfile.py -l <timeout> <lockfile>
Example : lockfile.py -l 1300 /tmp/my.lockfile.txt
Example : lockfile.py /tmp/my.lockfile.txt
"""
def remove_lockfile(lock_file):
os.remove(lock_file)
def set_lockfile(lock_file):
write_file = open(lock_file,"w",)
write_file.write(str(time.time()))
write_file.close()
if os.path.isfile(lock_file):
# file exists, good enough for us.
return 0
else:
return 1
#if the lockfile exists, check for locktimeout
def checklock(lock_file):
if os.path.isfile(lock_file):
# lock file exists. check how old etc.
mtime = float(os.path.getmtime(lock_file))
delta = time.time() - mtime
if float(delta) >= float(locktimeout):
# file is stale, over write it
if set_lockfile(lock_file) != 0:
sys.exit(1)
else:
#file is not stale. new. spanking new.
sys.exit(1)
else:
# no lock file.
if set_lockfile(lock_file) != 0:
sys.exit(1)
if __name__ == "__main__":
parser = optparse.OptionParser()
parser.add_option('-l', '--locktimeout',
dest="locktimeout",
type="int",
default="3489999999",
help="""If you specify a locktimeout then a lockfile will be
removed by force after locktimeout seconds have passed since the lockfile was last
modified/created (most likely by some other program that unexpectedly
died a long time ago, and hence could not clean up any leftover lockfiles)."""
)
options,remainder = parser.parse_args()
#print "locktimeout :", options.locktimeout
#print "remainder :", remainder
global locktimeout
locktimeout = options.locktimeout
try:
if len(remainder) == 0:
print "Invalid usage"
usage()
sys.exit(2)
else:
global lock_file
lock_file = remainder[0]
except:
sys.exit(2)
#print "Ahem", lock_file
checklock(lock_file)
</pre>
<h3>Usage:</h3>
<pre>
$ ./lockfile.py
Invalid usage
Usage : lockfile.py <lockfile>
Usage : lockfile.py -l <timeout> <lockfile>
Example : lockfile.py -l 1300 /tmp/my.lockfile.txt
Example : lockfile.py /tmp/my.lockfile.txt
$ ./lockfile.py --help
Usage: lockfile.py [options]
Options:
-h, --help show this help message and exit
-l LOCKTIMEOUT, --locktimeout=LOCKTIMEOUT
If you specify a locktimeout then a lockfile will be
removed by force after locktimeout seconds have passed
since the lockfile was last modified/created (most
likely by some other program that unexpectedly died a
long time ago, and hence could not clean up any
leftover lockfiles).
$ ./lockfile.py /tmp/mylockfile ; echo $?
0
$ ./lockfile.py /tmp/mylockfile ; echo $?
1
</pre>
<h3>Download</h3>
<a href="https://evuraan.info/evuraan/stuff/lockfile.py.txt">lockfile.py</a> can be downloaded as:
<pre>
$ wget https://evuraan.info/evuraan/stuff/lockfile.py.txt --no-check-certificate -O lock.py
</pre>
<H1>
License
</H1>
<p>
Software License:
</p>
<p>
Copyright (c) 2013, evuraan
All rights reserved.
</p>
<p>
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
</p>
<ul>
<li>
Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
</li>
<li>
Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
</li>
<li>
Neither the name of evuraan nor the names of other contributors may
be used to endorse or promote products derived from this software without
specific prior written permission.
</li>
</ul>
<p>
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
</p>
</p>
</body></html>
evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-44605918871721682382013-12-22T14:25:00.001-05:002013-12-22T14:26:03.109-05:00mythtv - Auto-delete duplicate recordings with myth-remove-duplicates.sh <br />
<span style="font-size: large;"><u><b>Question:</b></u></span><br />
<br />
I have a large archive of recordings on a well-used mythbox and I
know I have accumulated a lot of duplicates. I need to free some space,
but going through and manually getting rid of the duplicates would be a
monumental task. <br />
<br />
Is there any mechanism or script available
to track down these duplicates, and preferably delete all but the newest
recording? I've searched the web and poked at my interface with no
luck.<br />
<br />
<span style="font-size: large;"><u><b>Answer: </b></u></span><br />
<br />
You're welcome to use the <a href="https://evuraan.info/evuraan/stuff/myth-remove-duplicates.sh.txt" target="_blank">script</a> I wrote; I've been running it regularly to remove the duplicates.<br />
<br />
<pre>$ wget http://evuraan.info/evuraan/stuff/myth-remove-duplicates.sh.txt -O myth-remove-duplicates.sh
$ chmod +x myth-remove-duplicates.sh
</pre>
Edit to replace RECORDINGDIR, user_name and pass_word with what's
applicable to your setup and run myth-remove-duplicates.sh.<br />
<br />
Running it :<br />
<br />
<pre>$ ./myth-remove-duplicates.sh
1091_20131221090100.mpg is duplicate
removed `/var/lib/mythtv/recordings/1091_20131221090100.mpg'
1091_20131221070100.mpg is duplicate
removed `/var/lib/mythtv/recordings/1091_20131221070100.mpg'
</pre>
<br />
Here's the script, myth-remove-duplicates.sh:<br />
<br />
<pre>#!/bin/bash
# Authored by Evuraan_AT_gmail_DOT_com
# ABSOLUTELY NO WARRANTY, to the extent permitted by
# applicable law.
# YMMV.
# Use at your own risk.
user_name="mythtv"
pass_word="yourpassword"
RECORDINGDIR="/var/lib/mythtv/recordings"
list="/tmp/recordings.txt-$RANDOM-$RANDOM"
SQLSCRIPT="/tmp/recordings.sql-txt-$RANDOM-$RANDOM"
gen_lists(){
mysql -u "$user_name" -p"$pass_word" -e "select starttime,basename,title,description from recorded order by starttime" mythconverg | tac > $list
}
verify_duplicate(){
# if verbatim repeats..
sum_a=$(egrep "${a:0:16}" $list | awk -F".mpg\t" 'NR>1 {print $NF}' |md5sum)
[ ! -z "$sum_a" ] && egrep "${a:0:16}" $list | awk -F".mpg\t" 'END {print $NF}' | md5sum |egrep -q ${sum_a//-}
}
remove_duplicates(){
[ -s "${RECORDINGDIR}/${a}" ] && ( rm -v "${RECORDINGDIR}/${a}" ;
echo "DELETE FROM mythconverg.recorded WHERE basename = '$a';" > $SQLSCRIPT
)
[ -s $SQLSCRIPT ] && mysql -u "$user_name" -p"$pass_word" mythconverg < $SQLSCRIPT
}
gen_lists
awk {'print $3'} $list |grep mpg$ | while read a ; do
[[ $(egrep -c ${a:0:16} $list ) -ge 2 ]] && verify_duplicate && sed -i /"${a:0:16}"/d $list && echo $a is duplicate && remove_duplicates
done
rm $SQLSCRIPT $list 1>/dev/null 2>&1 || :
</pre>
evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-45625861854310195202013-07-30T00:13:00.001-04:002013-07-30T00:13:04.593-04:00mplayer - Cannot find codec for audio format 0x6134706D <h3>
mplayer is awesome! </h3>
<br />
I've been happily living with <a href="http://www.mplayerhq.hu/design7/news.html" target="_blank">mplayer</a> leveraging vdpau on my Ubuntu Lucid 10.04 LTS. Until today that is, when I tried to play videos from my SLR, and there was no audio. Upon close look, mplayer was complaining thusly:<br />
<br />
<pre>FAAD: Failed to initialize the decoder!
ADecoder init failed :(
[aac @ 0x4442a60]Audio object type 0 is not supported.
Could not open codec.
ADecoder init failed :(
Cannot find codec for audio format 0x6134706D.
</pre>
I did <a href="https://www.google.com/search?q=Cannot+find+codec+for+audio+format+0x6134706D.&ie=utf-8&oe=utf-8&aq=t&rls=org.mozilla:en-US:official&client=firefox-a#client=firefox-a&hs=8Z2&rls=org.mozilla:en-US%3Aofficial&sclient=psy-ab&q=Cannot+find+codec+for+audio+format+0x6134706D&oq=Cannot+find+codec+for+audio+format+0x6134706D&gs_l=serp.12...941.941.0.2954.1.1.0.0.0.0.417.417.4-1.1.0....0...1c..23.psy-ab..1.0.0.goIva00936I&pbx=1&bav=on.2,or.r_cp.r_qf.&bvm=bv.49967636,d.cGE&fp=7f4a58e053773e7f&biw=1920&bih=947" target="_blank">STFW</a>, and tried a couple of things, none of those worked for me. That's when I decided to give <a href="http://www.mplayer2.org/" target="_blank">mplayer2</a> a try. mplayer2 is a fork of <a href="https://en.wikipedia.org/wiki/MPlayer" target="_blank">mplayer</a>, I had read elsewhere that it contains a number of features not available in the original MPlayer.<br />
<br />
Since I use vdpau, the mplayer2 <a href="http://www.mplayer2.org/differences/" target="_blank">website</a> indicated that it'd be a better bet for me:<br />
<div class="section" id="much-better-support-for-vdpau-functionality">
<h3>
Much better support for VDPAU functionality</h3>
<ul class="simple">
<li>Removed limitations that prevented switching frames more than once per
monitor refresh. With MPlayer2 you can play high-FPS content or use
fast forward on a 60 Hz monitor without breaking playback.</li>
<li>Added support for the frame timing functionality of VDPAU.</li>
<li>Improved performance by better buffer handling and smarter subtitle
texture uploads (both VDPAU hardware decoding and displaying software
decoded video with VDPAU perform better).</li>
<li>Added logic to reduce frame timing jitter in some situations.</li>
<li>Handle frames added by deinterlacing properly.</li>
<li>Several bugfixes.</li>
<li>Various minor improvements (studio level output support, set default
deinterlace mode, ...)</li>
</ul>
<br />
<h3>
Installing mplayer2 on Ubuntu 10.04 LTS </h3>
Here's how I found to install mplayer2 on ubuntu 10.04 LTS:<br />
<br />
<pre>$ sudo add-apt-repository ppa:ripps818/coreavc
$ sudo apt-get update
$ sudo apt-get install mplayer2 </pre>
<pre> </pre>
For reference, here's my ~/.mplayer2/config file. (See archlinux <a href="https://wiki.archlinux.org/index.php/MPlayer#Using_a_configuration_file" target="_blank">wiki</a> on more about these entries..)<br />
<br />
<pre>$ cat ~/.mplayer2/config
# Write your default config options here!
vo=vdpau,
vc=ffh264vdpau,ffmpeg12vdpau,ffodivxvdpau,ffwmv3vdpau,ffvc1vdpau,</pre>
<pre> </pre>
<h3>
mplayer2 and 0x6134706D</h3>
mplayer2 seem to be able to play all those files mplayer was complaining about. I think I like the vdpau quality better with mplayer2, or it could just be a phsycological placebo effect!<br />
<br />
Either way, I love mplayer, and mplayer2!<br />
<br />
<br />
<pre> </pre>
</div>
evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-39050969300271238512013-04-06T18:21:00.004-04:002013-04-06T18:21:56.917-04:00Comparing Calling Rates : Skype vs Fring Vs RebtelComparing Calling Rates : <a href="http://www.skype.com/" target="_blank">Skype</a> vs <a href="http://www.fring.com/" target="_blank">Fring</a> Vs <a href="http://www.rebtel.com/" target="_blank">Rebtel </a><br />
<br />
Rebtel wins hands down. (Best quality too!) <i>(i use their android app) </i><br />
<br />
<br />
<br />
9.2c/min, 3.4c/min and 1.69c/min @Rebtel Wins!<br />
<br />
<br />
<img alt="http://evuraan.info/screenshots/images/skype_vs_fring_vs_rebtel.jpg" class="decoded" src="http://evuraan.info/screenshots/images/skype_vs_fring_vs_rebtel.jpg" style="cursor: -moz-zoom-out;" />evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-38876665828268047642013-03-09T15:40:00.001-05:002013-03-09T15:41:00.441-05:00install xbmc frodo on ubuntu 10.04 (Lucid) xbmc does not seem to provide PPAs for Ubuntu Lucid at the moment. Like many others, I am not upgrading from Lucid LTS for another 2 years until its LTS span runs out, if I can help it.<br />
<br />
Here's how to install xbmc 12.0 (aka Frodo) on Ubuntu Lucid:<br />
<br />
<br />
<br /><pre>
sudo add-apt-repository ppa:nathan-renniewaldock/xbmc-nightly
sudo apt-get update
sudo apt-get install xbmc
sudo apt-get install libtag1-dev
</pre>
Enjoy!<br />
<br />
(<a href="http://forum.xbmc.org/showthread.php?tid=154431&pid=1337413#pid1337413" target="_blank">reference</a>)<br />
<br />
<br />
evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-16379819822920034682012-10-13T20:57:00.001-04:002012-10-16T01:25:02.572-04:00mplayer and vdpau <br />
<br />
So I was just using mplayer -vo vdpau... and here's my cpu util:<br />
<br />
<pre> PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND
6172 XXX 20 0 155m 50m 14m R <span style="color: brown;">22.9</span> 2.5 0:06.86 mplayer</pre>
<pre> </pre>
Thats when I stumbled upon this ArchLinux <a href="https://wiki.archlinux.org/index.php/MPlayer#1._Using_a_conf_file">Wiki
post</a>, and added these to my ~/.mplayer/config file:<br />
<br />
<pre>vo=vdpau,
vc=ffh264vdpau,ffmpeg12vdpau,ffodivxvdpau,ffwmv3vdpau,ffvc1vdpau, </pre>
<pre> </pre>
And now,<br />
<pre>
PID USER PR NI VIRT RES SHR S %CPU %MEM TIME+ COMMAND
6397 XXX 20 0 157m 51m 15m S <span style="color: brown;">2.3</span> 2.6 0:03.73 mplayer</pre>
<pre> </pre>
my %cpu dropped from 22.9% to 2.3%..! Amazing, isn't it?<br />
<br />
<br />
<a href="http://evuraan.info/evuraan/stuff/mplayer-vdpau.html" target="_blank">Alternate link </a>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-44999417898648772012-06-23T23:03:00.000-04:002012-06-23T23:03:59.008-04:00script to download latest firefox aurorascript to download latest firefox aurora and extract to mydir
<pre>
wget -q "https://ftp.mozilla.org/pub/mozilla.org/firefox/nightly/latest-mozilla-aurora/?C=M;O=A" -O - | awk '/en-US.linux-i686.tar.bz2">/ {gsub(/href="/,"",$6)+gsub(/">.*/,"",$6); print "https://ftp.mozilla.org/pub/mozilla.org/firefox/nightly/latest-mozilla-aurora/"$6}' | while read a
do
wget -c "$a" -q -O /tmp/firefox-aurora-en-US.linux-i686.tar.bz2 && cd mydir && tar -xvjf /tmp/firefox-aurora-en-US.linux-i686.tar.bz2
done
</pre>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-14013661759776572282012-06-23T22:51:00.000-04:002012-06-23T22:51:41.075-04:00script to download latest firefox nightly build<br />
<br />
<br />
script to download latest firefox nightly build and extract to mydir<br />
<br /><pre>
wget http://nightly.mozilla.org/ -q -O - |awk '/en-US.linux-i686/ {gsub(/href="/,"",$2)+gsub(/">/,"",$2);print $2}' | while read a
do
wget -c "$a" -q -O /tmp/firefox-nightly-en-US.linux-i686.tar.bz2 && cd mydir && tar -xvjf /tmp/firefox-nightly-en-US.linux-i686.tar.bz2
done
</pre>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-24769347333696799062012-05-24T21:30:00.000-04:002012-05-24T21:34:54.226-04:00xbmc as myth frontend on macosxxbmc these days can function as mythtv frontend. I found xbmc easier to setup on other OS'es other than my regular front and back ends.<br />
<br />
For instance, my regular mythtv back and front ends are Ubuntu lucid LTS (10.04); but I also have a macbook pro (running mac osx), and a Lenovo U400 running Ubuntu precise. <br />
<br />
Here's how I setup xbmc as my mythtv frontenv.<br />
<br />
Assumptions:<br />
<br />
My myth backend is 192.168.1.100 <br />
<br />
<u><b>Step 1.</b></u><br />
<br />
Install xbmc. Refer <a href="http://xbmc.org/download/">http://xbmc.org/download/</a> on howto, for your platform.<br />
<br />
<u><b>Step 2.</b></u><br />
<br />
Install <a href="http://code.google.com/p/mythbox/" target="_blank">MythBox</a> addon. Go to Videos -> Add-ons -> Get More.. and select and install MythBox.<br />
<br />
<u><b>Step 3.</b></u><br />
<br />
Go into MythBox to where you can define the MySQL details. Here's how I've configured mine:<br />
<br />
<img src="http://1.bp.blogspot.com/-78XYj1zkaoc/T77eYLMDOOI/AAAAAAAAAk8/P7R3OkepezQ/s1600/mythbox-setup.jpg" />
<u><b></b></u><br />
<u><b><br /><br />Step 4.</b></u><br />
<br />
Spawn xbmc. Before we do that, lets route 6543 traffic to the myth backend server.<br />
<br />
(<b>Note</b>: you can use socat easier than ssh, there is an example elsewhere in this blog to use socat) <br />
<br />
mac<br />
<br />
<br />
<pre>$ /usr/X11/bin/xterm -title "Close_me_after_myth" -e "ssh -c blowfish -L 6543:localhost:6543 192.168.1.100 cat - "
</pre>
<br />
linux<br />
<pre>
$ /usr/bin/xterm -title "Close_me_after_myth" -e "ssh -c blowfish -L 6543:localhost:6543 192.168.1.100 cat - " &
</pre>
<br />
Start MythBox, enjoy<br />
<br />
<br />
<br />evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-73034223109000018902011-11-22T03:01:00.000-05:002011-11-22T03:01:14.963-05:00the thin myth-tv frontend<pre>Running a thin myth-tv frontend:
-------------------------------
Here's how to setup a thin frontend for mythtv with minimal config and filesets.
Install mythtv frontend and socat on your machine.
<b>
# apt-get install mythtv-frontend socat
</b>
Create a file called ~/bin/thin-myth.sh:
<i>(in my case, the IP of my backend server is 192.168.1.100)</i>
<b>
#! /bin/bash
log="~/myth-tv.log"
#set the IP of your backend server.
IP=192.168.1.100
xrandr >> $log
socat -b 128000 -d -d -lmlocal2 TCP4-LISTEN:3306,fork,reuseaddr TCP4:$IP:3306 &
socat -b 128000 -d -d -lmlocal2 TCP4-LISTEN:6543,fork,reuseaddr TCP4:$IP:6543 &
/usr/bin/mythfrontend -l $log
</b>
Ensure that DBHostname in ~/.mythtv/config.xml and ~/.mythtv/mysql.txt is set to 127.0.0.1:
<b>
$ grep 127.0.0.1 config.xml mysql.txt
config.xml: 127.0.0.1
mysql.txt:DBHostName=127.0.0.1
</b>
Launch <b>~/bin/thin-myth.sh</b> and enjoy.
How does it work?
-----------------
socat listens on 3306,6543 for mysql and mythbackend ports respectively and relays those onto your
mysql and mythbackend ports on your backend server. </pre><pre> </pre><pre> </pre><pre><a href="http://www.thani-malayalam.info/evuraan/stuff/mythtv-thin-frontend-with-socat.shtml">more here.. </a></pre>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-60526355279344334592011-02-07T13:26:00.005-05:002011-02-07T13:40:41.499-05:00Wifi recommendation for HD streamingI stream HD media over wifi, lots and lots of it. I live in a rented apartment where there're no wired ports available. I tried <a href="http://evuraan.blogspot.com/2010/09/belkin-1000mbps-gigabit-powerline-hd.html">Belkin Ethernet over power adapter</a> to carry my HD traffic, it failed miserably. Then I tried to bridge my wireless G usb dongle along with my wired nic -<a href="http://www.gossamer-threads.com/lists/mythtv/users/468299?nohighlight=1#468299"> it never worked.</a><br /><br />Then I went onto buy a <a href="http://www.newegg.com/Product/Product.aspx?Item=N82E16833122378">"NETGEAR WNDR3400-100NAS IEEE 802.11a/b/g/n 2.4/5GHz Simultaneous Dual Band N600 Wireless Router"</a> and a <a href="http://www.newegg.com/Product/Product.aspx?Item=N82E16833122373">"NETGEAR WNCE2001 Wireless 802.11b/g/n Ethernet Port Universal WiFi Internet Adapter"</a> as my bridge.<br /><br />Sadly the bridge is in 2.4Ghz spectrum, and is susceptible to interference, even to microwaves. (2.4Ghz is such a crowded space - microwaves, garage door openers, cordless phones all use it - compared to that, 5.x GHz spectrum is squeaky clean..!)<br /><br />I returned the 2.4Ghz WNCE2001 bridge and got a <a href="http://www.amazon.com/Cisco-Linksys-WET610N-Dual-Band-Wireless-N-Adapter/dp/B001QVQ7JU">"Cisco-Linksys WET610N Dual-Band Wireless-N Gaming and Video Adapter"</a> from Amazon - as implied, this bridge can talk in the 5.x Ghz spectrum. It has been almost a month now, and my HD streaming is working smooth.<br /><br />Gist: For HD streaming over wifi - go for Wireless N devices in the 5.x Ghz spectrum, you will be happy!<br /><br /><span style="font-size:78%;">keywords: mythtv wifi recommendation, hd streaming over wifi</span>evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-2535419446885896702011-01-24T14:13:00.005-05:002011-01-24T14:31:27.622-05:00rsync delta-transfer algorithmrsync delta-transfer algorithm is pretty cool, reduces the amount of data sent over the network by sending only the differences between the source files and the existing files in the destination. <br /><br /><pre><br />export alias scpr='rsync -av --partial --progress --rsh="ssh -c arcfour -o compression=no -o StrictHostKeyChecking=no"'<br /><br />myhost:/tmp# ls -ltrh somefile<br />-rw-r----- 1 root root 2.3G Jan 24 11:53 somefile<br /><br />myhost:/tmp# time scpr somefile somehost:/tmp/<br />somefile<br /> 2452194584 100% 67.76MB/s 0:00:34 (xfer#1, to-check=0/1)<br /><br />sent 2452494012 bytes received 31 bytes 65399841.15 bytes/sec<br />total size is 2452194584 speedup is 1.00<br /><br />real 0m37.408s<br />user 0m22.341s<br />sys 0m5.624s</pre><br /><br /><br />append some data to somefile:<br /><br /><pre>myhost:/tmp# dmesg >> somefile<br /><br /><br />myhost:/tmp# time scpr somefile somehost:/tmp/<br /><br />somefile<br /> 2452249209 100% 137.71MB/s 0:00:16 (xfer#1, to-check=0/1)<br /><br />sent 266589 bytes received 396255 bytes 20395.20 bytes/sec<br />total size is 2452249209 speedup is 3699.59<br /><br />real 0m32.525s<br />user 0m16.521s<br />sys 0m0.484s<br />myhost:/tmp#</pre><br /><br />rsync just sends out the delta(!), 2452494012 bytes the very first time vs. 266589 to accomodate delta.evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0tag:blogger.com,1999:blog-9729955.post-37804508289366033662011-01-24T13:43:00.004-05:002011-01-24T13:50:15.492-05:00scp: transfer speed & compressionWith compression:<br /><pre><br />$ time scp -c arcfour -C somefile somehost:/somewhere <br /><br />real 47m30.974s<br />user 46m18.974s<br />sys 1m4.040s</pre><br /><br />Without compression: <pre><br />$ time scp -c arcfour somefile somehost:/somewhere <br />real 10m41.195s<br />user 2m41.142s<br />sys 0m51.611s</pre><br /><br />details of somefile: <pre><br />$ file somefile <br />somefile: MySQL MISAM compressed data file Version 1</pre><br /><br />Gist: if a file is already compressed, scp-ing with -C (compression) rightly slows down the transfer.evuraanhttp://www.blogger.com/profile/17603499054568576727noreply@blogger.com0