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31 Commits

Author SHA1 Message Date
befda072e5 include origin comment of NO block 2024-06-12 20:53:59 +02:00
0b1cb2f230 reference correct name of data file format in README.md (issue #14) and add link to imc documentation 2024-06-12 20:32:01 +02:00
ce444814c2 reference correct name of data file format in README.md (issue #14) and add link to imc documentation 2024-06-12 20:31:08 +02:00
eec3853af9 by default use utf-8 for metadata including non-ascii characters while missing codepage info 2024-06-12 12:02:26 +02:00
25e114dbea Fix Github Workflow Badge:
* https://github.com/badges/shields/issues/8733
* https://docs.github.com/en/actions/monitoring-and-troubleshooting-workflows/adding-a-workflow-status-badge
2024-06-12 11:50:35 +02:00
740116c7ba bump version 2.0.20 2024-06-12 11:23:12 +02:00
5899bd646b bump version 2.0.19 2024-06-12 10:39:22 +02:00
1d33a81ad2 bump version 2.0.18 2024-06-12 10:37:54 +02:00
b58efae107 bump version 2.0.17 2024-06-12 10:33:51 +02:00
cc0dd9978f update and fix badges 2024-06-12 10:22:53 +02:00
4834f63a67 update and fix badges 2024-06-12 10:16:56 +02:00
1be78a2c5e Revert "update and fix badges"
This reverts commit f5581557bc.
2024-06-12 10:15:23 +02:00
f5581557bc update and fix badges 2024-06-12 10:14:51 +02:00
8cde88848b update and fix badges 2024-06-12 10:08:33 +02:00
0799513ea2 by default use codepage1252 for metadata including non-ascii characters while missing codepage info 2024-06-12 09:45:30 +02:00
effeee105c win32: replace timegm by _mkgmtime, bump version 2.0.15 2023-08-08 23:46:10 +02:00
ed5b366341 imc_channel.hpp: usage of iconv for unix only, bump version 2.0.15 2023-08-08 23:29:48 +02:00
9a520ddd9c bump version 2.0.14 2023-08-08 00:54:07 +02:00
2c43087d15 bump version 2.0.13 2023-08-08 00:52:27 +02:00
60ac1365a5 * imc_channel.hpp: usage of iconv for unix only
* IMCtermite.pyx: add codepage conversion for windows
* bump VERSION
2023-08-08 00:50:52 +02:00
57027e234e fix workflow pypi-deploy.yml for installing libiconv 2023-08-07 23:03:51 +02:00
887d5db635 add docu and fix github workflow pypi-deploy.yml for installing libiconv 2023-08-07 22:50:00 +02:00
ecbae3f79b install libiconv in github workflow for matrix.os windows-2019 2023-08-05 23:01:00 +02:00
b54979aa74 restructure includes and headers 2023-07-11 13:41:34 +02:00
724f3d0bb9 * bump version 2.0.9
* convert to UTF-8 for any non-empty codepage: fix buffer string
  conversion
2023-07-06 00:12:14 +02:00
06c5710412 convert to UTF-8 for any non-empty codepage (issue #23) 2023-07-05 23:47:44 +02:00
b45fae576f strictly stick to UTC/GMT for timestamp calculations (issue #23) 2023-06-27 00:57:11 +02:00
55f093156d - bump VERSION 2.0.8
- add VERSION to MANIFEST.in in order to include VERSION in source dist
  (see https://packaging.python.org/en/latest/guides/using-manifest-in/)
2023-05-25 20:22:14 +02:00
ff69c329cc bump version 2.0.7, fix multichannel block-offset, issues #20 #15 2023-02-17 15:13:57 +01:00
d0accd6e0b add multichannel python example 2023-02-17 15:11:28 +01:00
89b7f045a4 * fix channel dependent buffer offset, issue #15
* add python example multichannel.py
2023-02-17 11:13:45 +01:00
11 changed files with 210 additions and 27 deletions

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@@ -1,9 +1,9 @@
name: Build Python Wheels name: CI Build Wheel
on: on:
push: push:
#branches: [master] # branches: [master]
tags: ["v[0-9]+.[0-9]+.[0-9]+"] tags: ["v[0-9]+.[0-9]+.[0-9]+"]
jobs: jobs:

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@@ -1,15 +1,13 @@
[![Total alerts](https://img.shields.io/lgtm/alerts/g/RecordEvolution/IMCtermite.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/RecordEvolution/IMCtermite/alerts/)
[![Language grade: C/C++](https://img.shields.io/lgtm/grade/cpp/g/RecordEvolution/IMCtermite.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/RecordEvolution/IMCtermite/context:cpp)
[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/RecordEvolution/IMCtermite.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/RecordEvolution/IMCtermite/context:python)
[![LICENSE](https://img.shields.io/github/license/RecordEvolution/IMCtermite)](https://img.shields.io/github/license/RecordEvolution/IMCtermite) [![LICENSE](https://img.shields.io/github/license/RecordEvolution/IMCtermite)](https://img.shields.io/github/license/RecordEvolution/IMCtermite)
[![STARS](https://img.shields.io/github/stars/RecordEvolution/IMCtermite)](https://img.shields.io/github/stars/RecordEvolution/IMCtermite) [![STARS](https://img.shields.io/github/stars/RecordEvolution/IMCtermite)](https://img.shields.io/github/stars/RecordEvolution/IMCtermite)
![Build Python Wheels](https://github.com/RecordEvolution/IMCtermite/actions/workflows/pypi-deploy.yml/badge.svg) ![CI Build Wheel](https://github.com/RecordEvolution/IMCtermite/actions/workflows/pypi-deploy.yml/badge.svg?branch=&event=push)
[![PYPI](https://img.shields.io/pypi/v/IMCtermite.svg)](https://pypi.org/project/IMCtermite/)
# IMCtermite # IMCtermite
_IMCtermite_ provides access to the proprietary data format _IMCtermite_ provides access to the proprietary data format
_IMC Bus Format_ with the file extension _.raw_ introduced and developed by _IMC2 Data Format_ with the file extension _.raw_ (or .dat) introduced and developed by
[imc Test & Measurement GmbH](https://www.imc-tm.de/). This data format is [imc Test & Measurement GmbH](https://www.imc-tm.de/). This data format is
employed i.a. by the measurement hardware employed i.a. by the measurement hardware
[imc CRONOSflex](https://www.imc-tm.de/produkte/messtechnik-hardware/imc-cronosflex/ueberblick/) [imc CRONOSflex](https://www.imc-tm.de/produkte/messtechnik-hardware/imc-cronosflex/ueberblick/)
@@ -20,7 +18,9 @@ for measurement data control and analysis. Thanks to the integrated Python modul
the extracted measurement data can be stored in any open-source file format the extracted measurement data can be stored in any open-source file format
accessible by Python like i.a. _csv_, _json_ or _parquet_. accessible by Python like i.a. _csv_, _json_ or _parquet_.
On the [Record Evolution Platform](https://www.record-evolution.de/en/home-en/), the library can be used both as a command line tool for interactive usage and as a Python module to integrate the _.raw_ format into any ETL workflow. On the [Record Evolution Platform](https://www.record-evolution.de/en/home-en/),
the library can be used both as a command line tool for interactive usage and as a
Python module to integrate the _.raw_ format into any ETL workflow.
## Overview ## Overview
@@ -31,12 +31,11 @@ On the [Record Evolution Platform](https://www.record-evolution.de/en/home-en/),
## File format ## File format
[Warning: Take a look at [this issue](https://github.com/RecordEvolution/IMCtermite/issues/14) when reading this section regarding the file format.] A file of the _IMC2 Data Format_ type with extension _.raw_ (or .dat) is a _mixed text/binary
A data file of the _IMC Bus Format_ type with the extension _.raw_ is a _mixed text/binary
file_ featuring a set of markers (keys) that indicate the start of various blocks file_ featuring a set of markers (keys) that indicate the start of various blocks
of data that provide meta information and the actual measurement data. Every single of data that provide meta information and the actual measurement data. Every single
marker is introduced by the character `"|" = 0x 7c` followed by two uppercase letters that characterize the type of marker. Each block is further divided into several marker is introduced by the character `"|" = 0x 7c` followed by two uppercase letters that
characterize the type of marker. Each block is further divided into several
parameters separated by commata `"," = 0x 2c` and terminated by a semicolon parameters separated by commata `"," = 0x 2c` and terminated by a semicolon
`";" = 0x 3b`. For instance, the header - first 600 bytes - of a raw file may `";" = 0x 3b`. For instance, the header - first 600 bytes - of a raw file may
look like this (in UTF-8 encoding): look like this (in UTF-8 encoding):
@@ -225,6 +224,8 @@ can be found in the `python/examples` folder.
- https://www.imc-tm.de/produkte/messtechnik-software/imc-famos/funktionen/im-und-export/ - https://www.imc-tm.de/produkte/messtechnik-software/imc-famos/funktionen/im-und-export/
- https://www.imc-tm.de/produkte/messtechnik-hardware/imc-cronosflex/ueberblick/ - https://www.imc-tm.de/produkte/messtechnik-hardware/imc-cronosflex/ueberblick/
- https://www.imc-tm.de/download-center/produkt-downloads/imc-famos/handbuecher
- https://www.imc-tm.de/fileadmin/Public/Downloads/Manuals/imc_FAMOS/imcGemeinsameKomponenten.pdf
- https://cython.readthedocs.io/en/latest/src/userguide/wrapping_CPlusPlus.html - https://cython.readthedocs.io/en/latest/src/userguide/wrapping_CPlusPlus.html
- https://github.com/Apollo3zehn/ImcFamosFile - https://github.com/Apollo3zehn/ImcFamosFile
- https://apollo3zehn.github.io/ImcFamosFile/api/ImcFamosFile.FamosFileKeyType.html - https://apollo3zehn.github.io/ImcFamosFile/api/ImcFamosFile.FamosFileKeyType.html
@@ -233,3 +234,6 @@ can be found in the `python/examples` folder.
- https://docs.github.com/en/actions/reference/workflow-syntax-for-github-actions#jobsjob_idstepsrun - https://docs.github.com/en/actions/reference/workflow-syntax-for-github-actions#jobsjob_idstepsrun
- https://github.com/pypa/cibuildwheel/blob/main/examples/github-deploy.yml - https://github.com/pypa/cibuildwheel/blob/main/examples/github-deploy.yml
- https://cibuildwheel.readthedocs.io/en/stable/deliver-to-pypi/ - https://cibuildwheel.readthedocs.io/en/stable/deliver-to-pypi/
- https://www.gnu.org/software/libiconv/
- https://vcpkg.io/en/packages.html
- https://vcpkg.io/en/getting-started

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@@ -9,6 +9,12 @@
#include <math.h> #include <math.h>
#include <chrono> #include <chrono>
#include <ctime> #include <ctime>
#include <time.h>
#if defined(__linux__) || defined(__APPLE__)
#include <iconv.h>
#elif defined(__WIN32__) || defined(_WIN32)
#define timegm _mkgmtime
#endif
//---------------------------------------------------------------------------// //---------------------------------------------------------------------------//
@@ -142,6 +148,87 @@ namespace imc
return sumstr; return sumstr;
} }
#if defined(__linux__) || defined(__APPLE__)
// convert encoding of any descriptions, channel-names, units etc.
class iconverter
{
std::string in_enc_, out_enc_;
iconv_t cd_;
size_t out_buffer_size_;
public:
iconverter(std::string in_enc, std::string out_enc, size_t out_buffer_size = 1024) :
in_enc_(in_enc), out_enc_(out_enc), out_buffer_size_(out_buffer_size)
{
// allocate descriptor for character set conversion
// (https://man7.org/linux/man-pages/man3/iconv_open.3.html)
cd_ = iconv_open(out_enc.c_str(), in_enc.c_str());
if ( (iconv_t)-1 == cd_ )
{
if ( errno == EINVAL )
{
std::string errmsg = std::string("The encoding conversion from ") + in_enc
+ std::string(" to ") + out_enc + std::string(" is not supported by the implementation.");
throw std::runtime_error(errmsg);
}
}
}
void convert(std::string &astring)
{
if ( astring.empty() ) return;
std::vector<char> in_buffer(astring.begin(),astring.end());
char *inbuf = &in_buffer[0];
size_t inbytes = in_buffer.size();
std::vector<char> out_buffer(out_buffer_size_);
char *outbuf = &out_buffer[0];
size_t outbytes = out_buffer.size();
// perform character set conversion
// ( - https://man7.org/linux/man-pages/man3/iconv.3.html
// - https://www.ibm.com/docs/en/zos/2.2.0?topic=functions-iconv-code-conversion )
while ( inbytes > 0 )
{
size_t res = iconv(cd_,&inbuf,&inbytes,&outbuf,&outbytes);
if ( (size_t)-1 == res )
{
std::string errmsg;
if ( errno == EILSEQ )
{
errmsg = std::string("An invalid multibyte sequence is encountered in the input.");
throw std::runtime_error(errmsg);
}
else if ( errno == EINVAL )
{
errmsg = std::string("An incomplete multibyte sequence is encountered in the input")
+ std::string(" and the input byte sequence terminates after it.");
}
else if ( errno == E2BIG )
{
errmsg = std::string("The output buffer has no more room for the next converted character.");
}
throw std::runtime_error(errmsg);
}
}
std::string outstring(out_buffer.begin(),out_buffer.end()-outbytes);
astring = outstring;
}
};
#elif defined(__WIN32__) || defined(_WIN32)
class iconverter
{
public:
iconverter(std::string in_enc, std::string out_enc, size_t out_buffer_size = 1024) {}
void convert(std::string &astring) {}
};
#endif
// channel // channel
struct channel struct channel
{ {
@@ -301,9 +388,12 @@ namespace imc
double secs_int; double secs_int;
trigger_time_frac_secs_ = modf((double)secs,&secs_int); trigger_time_frac_secs_ = modf((double)secs,&secs_int);
tms.tm_sec = (int)secs_int; tms.tm_sec = (int)secs_int;
//tms.tm_isdst = -1;
// generate std::chrono::system_clock::time_point type // generate std::chrono::system_clock::time_point type
std::time_t ts = std::mktime(&tms); // ( - https://www.gnu.org/software/libc/manual/html_node/Broken_002ddown-Time.html
// - https://man7.org/linux/man-pages/man3/tzset.3.html )
std::time_t ts = timegm(&tms); //std::mktime(&tms);
trigger_time_ = std::chrono::system_clock::from_time_t(ts); trigger_time_ = std::chrono::system_clock::from_time_t(ts);
} }
@@ -313,21 +403,24 @@ namespace imc
// calculate absolute trigger-time // calculate absolute trigger-time
absolute_trigger_time_ = trigger_time_ + std::chrono::seconds(addtime_); absolute_trigger_time_ = trigger_time_ + std::chrono::seconds(addtime_);
// + std::chrono::nanoseconds((long int)(trigger_time_frac_secs_*1.e9)); // + std::chrono::nanoseconds((long int)(trigger_time_frac_secs_*1.e9));
// convert any non-UTF-8 codepage to UTF-8
convert_encoding();
} }
// convert buffer to actual datatype // convert buffer to actual datatype
void convert_buffer() void convert_buffer()
{ {
// TODO no clue how/if/when to handle buffer offset/mask/subsequent_bytes
// etc. and whatever that shit is!
std::vector<imc::parameter> prms = blocks_->at(chnenv_.CSuuid_).get_parameters(); std::vector<imc::parameter> prms = blocks_->at(chnenv_.CSuuid_).get_parameters();
if ( prms.size() < 4) if ( prms.size() < 4)
{ {
throw std::runtime_error("CS block is invalid and features to few parameters"); throw std::runtime_error("CS block is invalid and features to few parameters");
} }
// extract (channel dependent) part of buffer
unsigned long int buffstrt = prms[3].begin(); unsigned long int buffstrt = prms[3].begin();
std::vector<unsigned char> CSbuffer( buffer_->begin()+buffstrt+1, std::vector<unsigned char> CSbuffer( buffer_->begin()+buffstrt+buffer_offset_+1,
buffer_->begin()+buffstrt+buffer_size_+1 ); buffer_->begin()+buffstrt+buffer_offset_+buffer_size_+1 );
// determine number of values in buffer // determine number of values in buffer
unsigned long int num_values = (unsigned long int)(CSbuffer.size()/(signbits_/8)); unsigned long int num_values = (unsigned long int)(CSbuffer.size()/(signbits_/8));
@@ -400,6 +493,33 @@ namespace imc
} }
} }
// convert any description, units etc. to UTF-8 (by default)
void convert_encoding()
{
if ( !codepage_.empty() )
{
// construct iconv-compatible name for respective codepage
std::string cpn = std::string("CP") + codepage_;
// set up converter
std::string utf = std::string("UTF-8");
iconverter conv(cpn,utf);
conv.convert(name_);
conv.convert(comment_);
conv.convert(origin_);
conv.convert(origin_comment_);
conv.convert(text_);
conv.convert(language_code_);
conv.convert(yname_);
conv.convert(yunit_);
conv.convert(xname_);
conv.convert(xunit_);
conv.convert(group_name_);
conv.convert(group_comment_);
}
}
// get info string // get info string
std::string get_info(int width = 20) std::string get_info(int width = 20)
{ {
@@ -412,9 +532,10 @@ namespace imc
<<std::setw(width)<<std::left<<"name:"<<name_<<"\n" <<std::setw(width)<<std::left<<"name:"<<name_<<"\n"
<<std::setw(width)<<std::left<<"comment:"<<comment_<<"\n" <<std::setw(width)<<std::left<<"comment:"<<comment_<<"\n"
<<std::setw(width)<<std::left<<"origin:"<<origin_<<"\n" <<std::setw(width)<<std::left<<"origin:"<<origin_<<"\n"
<<std::setw(width)<<std::left<<"origin-comment:"<<origin_comment_<<"\n"
<<std::setw(width)<<std::left<<"description:"<<text_<<"\n" <<std::setw(width)<<std::left<<"description:"<<text_<<"\n"
<<std::setw(width)<<std::left<<"trigger-time-nt:"<<std::put_time(std::localtime(&tt),"%FT%T")<<"\n" <<std::setw(width)<<std::left<<"trigger-time-nt:"<<std::put_time(std::gmtime(&tt),"%FT%T")<<"\n"
<<std::setw(width)<<std::left<<"trigger-time:"<<std::put_time(std::localtime(&att),"%FT%T")<<"\n" <<std::setw(width)<<std::left<<"trigger-time:"<<std::put_time(std::gmtime(&att),"%FT%T")<<"\n"
<<std::setw(width)<<std::left<<"language-code:"<<language_code_<<"\n" <<std::setw(width)<<std::left<<"language-code:"<<language_code_<<"\n"
<<std::setw(width)<<std::left<<"codepage:"<<codepage_<<"\n" <<std::setw(width)<<std::left<<"codepage:"<<codepage_<<"\n"
<<std::setw(width)<<std::left<<"yname:"<<yname_<<"\n" <<std::setw(width)<<std::left<<"yname:"<<yname_<<"\n"
@@ -450,9 +571,10 @@ namespace imc
<<"\",\"name\":\""<<name_ <<"\",\"name\":\""<<name_
<<"\",\"comment\":\""<<comment_ <<"\",\"comment\":\""<<comment_
<<"\",\"origin\":\""<<origin_ <<"\",\"origin\":\""<<origin_
<<"\",\"origin-comment\":\""<<origin_comment_
<<"\",\"description\":\""<<text_ <<"\",\"description\":\""<<text_
<<"\",\"trigger-time-nt\":\""<<std::put_time(std::localtime(&tt),"%FT%T") <<"\",\"trigger-time-nt\":\""<<std::put_time(std::gmtime(&tt),"%FT%T")
<<"\",\"trigger-time\":\""<<std::put_time(std::localtime(&att),"%FT%T") <<"\",\"trigger-time\":\""<<std::put_time(std::gmtime(&att),"%FT%T")
<<"\",\"language-code\":\""<<language_code_ <<"\",\"language-code\":\""<<language_code_
<<"\",\"codepage\":\""<<codepage_ <<"\",\"codepage\":\""<<codepage_
<<"\",\"yname\":\""<<prepjsonstr(yname_) <<"\",\"yname\":\""<<prepjsonstr(yname_)

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@@ -10,8 +10,11 @@ SRC = src/
LIB = lib/ LIB = lib/
PYT = python/ PYT = python/
# list headers # list headers and include directories
HPP = $(wildcard $(LIB)/*.hpp) HPP = $(wildcard $(LIB)/*.hpp)
IPP = $(shell find $(LIB) -type f -name '*.hpp')
KIB = $(shell find $(LIB) -type d)
MIB = $(foreach dir,$(KIB),-I $(dir))
# choose compiler and its options # choose compiler and its options
CC = g++ -std=c++17 CC = g++ -std=c++17
@@ -36,12 +39,12 @@ $(EXE): check-tags $(GVSN) main.o
$(CC) $(OPT) main.o -o $@ $(CC) $(OPT) main.o -o $@
# build main.cpp and include git version/commit tag # build main.cpp and include git version/commit tag
main.o: src/main.cpp $(HPP) main.o: src/main.cpp $(IPP)
@cp $< $<.cpp @cp $< $<.cpp
@sed -i 's/TAGSTRING/$(GTAG)/g' $<.cpp @sed -i 's/TAGSTRING/$(GTAG)/g' $<.cpp
@sed -i 's/HASHSTRING/$(GHSH)/g' $<.cpp @sed -i 's/HASHSTRING/$(GHSH)/g' $<.cpp
@sed -i 's/TIMESTAMPSTRING/$(TMS)/g' $<.cpp @sed -i 's/TIMESTAMPSTRING/$(TMS)/g' $<.cpp
$(CC) -c $(OPT) -I $(LIB) $<.cpp -o $@ $(CC) -c $(OPT) $(MIB) $<.cpp -o $@
@rm $<.cpp @rm $<.cpp
install: $(EXE) install: $(EXE)

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@@ -5,6 +5,16 @@ from IMCtermite cimport cppimctermite
import json as jn import json as jn
import decimal import decimal
import platform
# auxiliary function for codepage conversion
def get_codepage(chn) :
if platform == 'Windows' :
chndec = jn.loads(chn.decode(errors="ignore"))
chncdp = chndec["codepage"]
return 'utf-8' if chncdp is None else chncdp
else :
return 'utf-8'
cdef class imctermite: cdef class imctermite:
@@ -22,7 +32,7 @@ cdef class imctermite:
# get JSON list of channels # get JSON list of channels
def get_channels(self, bool include_data): def get_channels(self, bool include_data):
chnlst = self.cppimc.get_channels(True,include_data) chnlst = self.cppimc.get_channels(True,include_data)
chnlstjn = [jn.loads(chn.decode(errors="ignore")) for chn in chnlst] chnlstjn = [jn.loads(chn.decode(get_codepage(chn),errors="ignore")) for chn in chnlst]
return chnlstjn return chnlstjn
# print single channel/all channels # print single channel/all channels

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@@ -2,3 +2,4 @@ include lib/*.hpp
include *.cpp include *.cpp
include *.pyx include *.pyx
include *.pxd include *.pxd
include VERSION

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@@ -1 +1 @@
2.0.6 2.0.20

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@@ -0,0 +1,43 @@
import IMCtermite
import pandas
import datetime
def add_trigger_time(trigger_time, add_time) :
trgts = datetime.datetime.strptime(trigger_time,'%Y-%m-%dT%H:%M:%S')
dt = datetime.timedelta(seconds=add_time)
return (trgts + dt).strftime('%Y-%m-%dT%H:%M:%S:%f')
if __name__ == "__main__" :
# read file and extract data
imctm = IMCtermite.imctermite(b"Measurement.raw")
chns = imctm.get_channels(True)
# prepare abscissa
xcol = "time ["+chns[0]['xunit']+"]"
#xcol = "timestamp"
xsts = [add_trigger_time(chns[0]['trigger-time'],tm) for tm in chns[0]['xdata']]
# sort channels
chnnms = sorted([chn['name'] for chn in chns], reverse=False)
chnsdict = {}
for chn in chns :
chnsdict[chn['name']] = chn
# construct dataframe
df = pandas.DataFrame()
df[xcol] = pandas.Series(chns[0]['xdata'])
#df[xcol] = pandas.Series(xsts)
#for idx,chn in enumerate(chns) :
for chnnm in chnnms :
chn = chnsdict[chnnm]
#xcol = (chn['xname'] if chn['xname'] != '' else "x_"+str(idx))+" ["+chn['xunit']+"]"
#df[xcol] = pandas.Series(chn['xdata'])
ycol = chn['yname']+" ["+chn['yunit']+"]"
df[ycol] = pandas.Series(chn['ydata'])
# show entire dataframe and write file
print(df)
df.to_csv("Measurement.csv",header=True,sep='\t',index=False)

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@@ -8,7 +8,7 @@
|CR,1,49,1,3.921568627450980E-2,0.000000000000000E+0,1,1,V; |CR,1,49,1,3.921568627450980E-2,0.000000000000000E+0,1,1,V;
|ND,1,50,-1,-1,-1,0.000000000000000E+0,1.000000000000000E+1;|CN,1,17,1,0,0,6,kanal2,0,; |ND,1,50,-1,-1,-1,0.000000000000000E+0,1.000000000000000E+1;|CN,1,17,1,0,0,6,kanal2,0,;
|CS,1,8,1,leclass="Code Example" translate="true"> |CS,1,8,1,leclass="Code Example" translate="true">
|NO,1,37,1,9, imc-FAMOS,20,Erzeugt:E.Mustermann; |CG,1,5,2,2,2; |NO,1,37,1,9,imc-FAMOS,20,Erzeugt:E.Mustermann; |CG,1,5,2,2,2;
|CD,1,31,1.000000000000000E-1,1,0,,0,0,0;|NT,1,27,10, 6,1993,19,18,20.0000000; |CD,1,31,1.000000000000000E-1,1,0,,0,0,0;|NT,1,27,10, 6,1993,19,18,20.0000000;
|CC,1,3,1,1;|CP,1,16,1,4,7,32,0,0,1,0;|Cb,1,40,1,0,1,1,0,16,0,16,1,0.000000000000E+0,0,; |CC,1,3,1,1;|CP,1,16,1,4,7,32,0,0,1,0;|Cb,1,40,1,0,1,1,0,16,0,16,1,0.000000000000E+0,0,;
|CR,1,11,0,0,0,1,1,V;|CN,1,20,0,0,0,9,E06_6_121,0,;|CC,1,3,2,1;|CP,1,16,2,4,5,32,0,0,1,0; |CR,1,11,0,0,0,1,1,V;|CN,1,20,0,0,0,9,E06_6_121,0,;|CC,1,3,2,1;|CP,1,16,2,4,5,32,0,0,1,0;