Use SIR 3S Modeldata and SIR 3S Results in pure Python.
With pandas, matplotlib and others.
For documentation, test, verification, analysis, reporting, prototyping, play.
import doctest
"""
>>> from platform import python_version
>>> print(python_version())
3.7.8
"""
doctest.testmod()
TestResults(failed=0, attempted=2)
### ggf. Rechte erforderlich:
### entweder in PowerShell: Start-Process powershell -Verb runAs
### oder RechteMausTaste WindowsSymbol: Windows PowerShell (Administrator)
### dann (ohne ! in PowerShell auf pip-Verz.):
#!pip uninstall --yes PT3S
#!pip install PT3S --no-cache-dir
import logging
import os
logger = logging.getLogger('PT3S')
logFileName= r"PT3S.log"
loglevel = logging.DEBUG
logging.basicConfig(filename=logFileName
,filemode='w'
,level=loglevel
,format="%(asctime)s ; %(name)-60s ; %(levelname)-7s ; %(message)s")
fileHandler = logging.FileHandler(logFileName)
logger.addHandler(fileHandler)
consoleHandler = logging.StreamHandler()
consoleHandler.setFormatter(logging.Formatter("%(levelname)-7s ; %(message)s"))
consoleHandler.setLevel(logging.INFO)
logger.addHandler(consoleHandler)
#%pwd
# works only if pip install -e .is NOT active:
###from PT3S import Mx,Xm,Rm
# or if subdir is PT3S
#%cd -q ..
# ...
#%cd -q PT3S
# if pip install -e .IS active
# the local modules can be imported with:
#from PT3S
import Mx, Xm, Rm
# if %pwd is local devdir
Mx.__version__==Xm.__version__==Rm.__version__=='90.12.0.4.dev1'
True
import doctest
"""
>>> import pandas as pd
>>> pd.__version__
'1.1.2'
"""
doctest.testmod()
TestResults(failed=0, attempted=2)
nachfolgende Tests erzeugen (trotz -q) auch bei fehlerfreiem Durchlauf eine Ausgabe im Notebook
%run test.py -l -q -m 1 -t both \
-w OneLPipe -w LocalHeatingNetwork -w GPipe -w GPipes -w TinyWDN
. ---------------------------------------------------------------------- Ran 1 test in 2.460s OK . ---------------------------------------------------------------------- Ran 1 test in 6.599s OK ---------------------------------------------------------------------- Ran 0 tests in 0.000s OK
# mit SIR 3S Daten (Modelle + Ergebnisse) aus Version 11
%run test.py -l -q -m 1 -t both \
-w OneLPipe -w LocalHeatingNetwork -w GPipe -w GPipes -w TinyWDN \
--testDir testdata11
. ---------------------------------------------------------------------- Ran 1 test in 2.859s OK . ---------------------------------------------------------------------- Ran 1 test in 7.117s OK ---------------------------------------------------------------------- Ran 0 tests in 0.000s OK
# mit SIR 3S Daten (Modelle + Ergebnisse) aus Version 10
%run test.py -l -q -m 1 -t both \
-w OneLPipe -w LocalHeatingNetwork -w GPipe -w GPipes -w TinyWDN \
--testDir testdata10
. ---------------------------------------------------------------------- Ran 1 test in 2.884s OK . ---------------------------------------------------------------------- Ran 1 test in 8.470s OK ---------------------------------------------------------------------- Ran 0 tests in 0.000s OK
# mit SIR 3S Daten (Modelle + Ergebnisse) aus Version 09
%run test.py -l -q -m 1 -t both \
-w OneLPipe -w LocalHeatingNetwork -w GPipe -w GPipes -w TinyWDN \
--testDir testdata09 --dotResolution NONE
. ---------------------------------------------------------------------- Ran 1 test in 2.628s OK . ---------------------------------------------------------------------- Ran 1 test in 7.170s OK ---------------------------------------------------------------------- Ran 0 tests in 0.000s OK
nachfolgende Tests erzeugen (wg. -q) nur bei fehlerfreiem Durchlauf _keine Ausgaben im Notebook
%run test.py -l -q -m 0 \
-s Xm\. \
-x Xm\.vKNOTexpEBES \
-x Xm\.vROHRexpEBES \
-x Xm\._vRUES -x Xm\._vRSLW -x Xm\._vRSTN -x Xm\._vRXXX -x Xm\._vREdges \
-x Xm\.MxAdd \
-t both -y yes -z no \
-w OneLPipe -w LocalHeatingNetwork -w GPipe -w GPipes -w TinyWDN
%run test.py -l -q -m 0 \
-s Mx\. \
-x Mx\.FromH5 \
-x Mx\.ToH5 \
-t both -y yes -z no \
-w OneLPipe -w LocalHeatingNetwork -w GPipe -w GPipes -w TinyWDN
nachfolgender Lauf erzeugt (wg. -q) bei fehlerfreiem Durchlauf _keine Ausgaben im Notebook
# test_reinerMockUpLauf
%run test.py -l -v -m 0 -t before \
-u yes \
-y yes -z yes \
-w DHNetwork -w LocalHeatingNetwork -w GPipes
%run test.py -l -q -m 0 \
-s Xm\._vRUES -s Xm\._vRSLW -s Xm\._vRSTN -s Xm\._vRXXX -s Xm\._vREdges \
-y no -z no \
-w DHNetwork -w LocalHeatingNetwork -w GPipes
%run test.py -l -q -m 0 \
-s Xm\.MxAdd \
-y no -z no \
-w DHNetwork -w LocalHeatingNetwork -w GPipes
%run test.py -l -q -m 0 \
-s Xm\.vKNOTexpEBES \
-y no -z no \
-w DHNetwork
%run test.py -l -q -m 0 \
-s Xm\.vROHRexpEBES \
-y no -z no \
-w DHNetwork
Beispiel: durchführen eines einzelnen Tests in Modul Mx über Mx.py
das Testobjekt ist eine Klassen-freie Funktion, die kein Modell-MockUp benötigt
%run Mx.py -l -q -m 0 -s getMicrosecondsFromRefTime
Beispiel: durchführen eines einzelnen Tests in Modul Xm über Xm.py
das Testobjekt ist eine Klassen-Funktion, welche die angegebenen Modell-MockUps benötigt
%run Xm.py -l -q -m 0 -s Xm\.constructShortestPathFromNodeList -t both -y yes -z no -w GPipes -w LocalHeatingNetwork
Beispiel: weitere Singletests
%run Rm.py -l -q -m 0 \
-s pltMakeCategoricalColors \
-s pltMakeCategoricalCmap \
-s Rm\. \
-y no -z no \
-w DHNetwork
import pandas as pd
import numpy as np
import scipy
import networkx as nx
path='.'
xmlFile=os.path.join(path,'testdata\LocalHeatingNetwork.XML')
xm=Xm.Xm(xmlFile=xmlFile)
vVBEL=xm.dataFrames['vVBEL']
vVBEL.filter(items=['BESCHREIBUNG','NAME_i','NAME_k','LAYR','L','D']).sort_index(level=1)
BESCHREIBUNG | NAME_i | NAME_k | LAYR | L | D | ||
---|---|---|---|---|---|---|---|
OBJTYPE | OBJID | ||||||
ROHR | 4613782368750024999 | None | R-K004 | R-K005 | [Rücklauf] | 88.02 | 107.1 |
4614949065966596185 | None | V-K002 | V-K003 | [Vorlauf] | 405.96 | 107.1 | |
4637102239750163477 | None | R-K003 | R-K004 | [Rücklauf] | 83.55 | 107.1 | |
FWVB | 4643800032883366034 | 1 | V-K002 | R-K002 | [Kundenanlagen] | 0 | NaN |
VENT | 4678923650983295610 | None | V-1 | V-L | [Vorlauf] | 0 | 150 |
FWVB | 4704603947372595298 | 3 | V-K004 | R-K004 | [Kundenanlagen] | 0 | NaN |
ROHR | 4713733238627697042 | None | V-K004 | V-K005 | [Vorlauf] | 88.02 | 107.1 |
4769996343148550485 | None | R-L | R-K000 | [Rücklauf] | 73.42 | 160.3 | |
4789218195240364437 | None | V-K001 | V-K002 | [Vorlauf] | 195.53 | 107.1 | |
KLAP | 4801110583764519435 | None | R2 | R3 | [Rücklauf] | 0 | 80 |
VENT | 4897018421024717974 | None | R-L | R-1 | [Rücklauf] | 0 | 150 |
ROHR | 4939422678063487923 | None | V-L | V-K000 | [Vorlauf] | 68.6 | 160.3 |
4945727430885351042 | None | R-K006 | R-K007 | [Rücklauf] | 109.77 | 107.1 | |
4984202422877610920 | None | V-K000 | V-K001 | [Vorlauf] | 76.4 | 107.1 | |
PGRP | 4986517622672493603 | Pumpengruppe | R-1 | R3 | [] | 0 | NaN |
ROHR | 5037777106796980248 | None | V-K003 | V-K004 | [Vorlauf] | 83.55 | 107.1 |
FWVB | 5121101823283893406 | 4 | V-K005 | R-K005 | [Kundenanlagen] | 0 | NaN |
ROHR | 5123819811204259837 | None | V-K005 | V-K006 | [Vorlauf] | 164.91 | 107.1 |
5266224553324203132 | None | R-K001 | R-K002 | [Rücklauf] | 195.53 | 107.1 | |
5379365049009065623 | None | R-K002 | R-K003 | [Rücklauf] | 405.96 | 107.1 | |
FWVB | 5400405917816384862 | 5 | V-K007 | R-K007 | [Kundenanlagen] | 0 | NaN |
PUMP | 5481331875203087055 | Umwälzpumpe | R-1 | R2 | [Rücklauf] | 0 | NaN |
VENT | 5525310316015533093 | None | PKON-Knoten | R-1 | [Rücklauf] | 0 | 50 |
ROHR | 5611703699850694889 | None | R-K005 | R-K006 | [Rücklauf] | 164.91 | 107.1 |
5620197984230756681 | None | V-K006 | V-K007 | [Vorlauf] | 109.77 | 107.1 | |
FWES | 5638756766880678918 | BHKW - Modul - 1000 kW therm. | R3 | V-1 | [Vorlauf] | 0 | 80 |
ROHR | 5647213228462830353 | None | R-K000 | R-K001 | [Rücklauf] | 76.4 | 107.1 |
FWVB | 5695730293103267172 | 2 | V-K003 | R-K003 | [Kundenanlagen] | 0 | NaN |
vVBEL.dtypes
BESCHREIBUNG object IDREFERENZ object tk object NAME_i object CONT_i object CONT_VKNO_i object Z_i object pk_i object NAME_k object CONT_k object CONT_VKNO_k object Z_k object pk_k object LAYR object L object D object dtype: object
[viewOrTable for viewOrTable in sorted(xm.dataFrames.keys())]
['AGSN', 'ALLG', 'ALLG_BZ', 'ARRW', 'ATMO', 'AVOS', 'AVOS_ROWS', 'BZAG', 'BZAG_BZ', 'CONT', 'DATENEBENE', 'DPGR', 'DPGR_BZ', 'DPGR_DPKT', 'DPKT', 'DPKT_BZ', 'DRNP', 'DTRO', 'DTRO_ROWD', 'EBES', 'EBES_BZ', 'ELEMENTQUERY', 'ETAM', 'ETAM_ROWS', 'ETAR', 'ETAR_ROWS', 'ETAU', 'ETAU_ROWS', 'FSTF', 'FWBZ', 'FWES', 'FWES_BZ', 'FWVB', 'FWVB_BZ', 'GEOMETRY_COLUMNS', 'GMIX', 'GRAV', 'GTXT', 'KLAP', 'KLAP_BZ', 'KNOT', 'KNOT_BZ', 'LAYR', 'LFAL', 'LFAL_BZ', 'LFKT', 'LFKT_ROWT', 'LTGR', 'MAPG', 'MAPG_ROWS', 'MODELL', 'NRCV', 'PARI', 'PARI_BZ', 'PARV', 'PARZ', 'PARZ_BZ', 'PGPR', 'PGRP', 'PGRP_BZ', 'PGRP_PUMP', 'PGRP_PUMP_BZ', 'PHI1', 'PHI1_ROWT', 'PHI2', 'PHI2_ROWS', 'PHIV', 'PHIV_ROWS', 'PUMD', 'PUMD_ROWT', 'PUMK', 'PUMK_ROWS', 'PUMP', 'PUMP_BZ', 'PVAR', 'PVAR_ROWT', 'PZON', 'PZVR', 'PZVR_BZ', 'QVAR', 'QVAR_ROWT', 'RART', 'RART_BZ', 'RCON', 'RECT', 'REGP', 'ROHR', 'ROHR_BZ', 'RPFL', 'RPLAN', 'SIRGRAF', 'SOKO', 'SPLZ', 'STOF', 'STOF_ROWS', 'SWVT', 'SWVT_ROWT', 'SYSTEMKONFIG', 'TEVT', 'TEVT_ROWT', 'TIMD', 'TRFT', 'TRFT_ROWS', 'TRVA', 'UTMP', 'VARA', 'VARA_CSIT', 'VARA_WSIT', 'VENT', 'VENT_BZ', 'VERB', 'VKNO', 'WBLZ', 'WEVT', 'WEVT_ROWT', 'ZEP1', 'ZEP1_ROWS', 'ZEP2', 'ZEP2_ROWS', 'dummy', 'vAGSN', 'vAGSN_raw', 'vAGSN_rawTest', 'vFWVB', 'vGTXT', 'vKNOT', 'vLAYR', 'vLFKT', 'vNRCV', 'vPVAR', 'vQVAR', 'vRART', 'vREdges', 'vROHR', 'vRSLW', 'vRSTN', 'vRUES', 'vRXXX', 'vSWVT', 'vVBEL', 'vVKNO', 'vWBLZ']
# Weg A um an Ergebnisse zu kommen:
# Modell(-Views) um MX-Ergebnisse ergaenzen; MX-Ergebnissatz des Modells wird implizit gelesen und returned
mx=xm.MxSync()
# Weg B um an Ergebnisse zu kommen:
# einen MX-Ergebnissatz voellig unabhaengig von einem Modell lesen
# z.B. den MX-Ergebnissatz des Modells ...
(wDir,modelDir,modelName,mx1File)=xm.getWDirModelDirModelName()
# ... lesen
mx=Mx.Mx(mx1File=mx1File)
mx.df.filter(items=['ALLG~~~4639827058859487185~SNAPSHOTTYPE','KNOT~V-L~~5736262931552588702~PH'])
ALLG~~~4639827058859487185~SNAPSHOTTYPE | KNOT~V-L~~5736262931552588702~PH | |
---|---|---|
2004-09-22 08:30:00+00:00 | b'STAT' | 4.125874 |
2004-09-22 08:30:15+00:00 | b'TIME' | 3.162415 |
2004-09-22 08:30:30+00:00 | b'TIME' | 2.597324 |
2004-09-22 08:30:45+00:00 | b'TIME' | 2.206306 |
2004-09-22 08:31:00+00:00 | b'TIME' | 4.125860 |
mx.df.filter(regex='^KNOT').filter(regex='PH$').plot()
<AxesSubplot:>
timesReq=mx.df.index.tolist()
mxVecsFileData=mx.getMxsVecsFileData(timesReq)
for vecsFileResult in mxVecsFileData:
print(vecsFileResult.index)
DatetimeIndex(['2004-09-22 08:30:00+00:00'], dtype='datetime64[ns, UTC]', freq=None) DatetimeIndex(['2004-09-22 08:30:15+00:00'], dtype='datetime64[ns, UTC]', freq=None) DatetimeIndex(['2004-09-22 08:30:30+00:00'], dtype='datetime64[ns, UTC]', freq=None) DatetimeIndex(['2004-09-22 08:30:45+00:00'], dtype='datetime64[ns, UTC]', freq=None) DatetimeIndex(['2004-09-22 08:31:00+00:00'], dtype='datetime64[ns, UTC]', freq=None)
vecsFileResult.filter(regex='^ROHR').filter(regex='^(?!.*VEC)')
ROHR~*~*~*~VAV | ROHR~*~*~*~IAKTIV | ROHR~*~*~*~VK | ROHR~*~*~*~QMI | ROHR~*~*~*~QMAV | ROHR~*~*~*~VI | ROHR~*~*~*~QMK | |
---|---|---|---|---|---|---|---|
2004-09-22 08:31:00+00:00 | (-0.26672810316085815, 0.6085612773895264, -0.4820491075515747, 0.2716997563838959, -0.3216458857059479, 0.7339840531349182, 0.32764118909835815, -0.12312773615121841, 0.7339840531349182, 0.49103420972824097, 0.12542276084423065, -0.7205533981323242, -0.597425639629364, -0.12312772870063782, 0.12542276084423065, -0.7205533981323242) | (0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) | (-0.26672810316085815, 0.6085612773895264, -0.4820491075515747, 0.2716997563838959, -0.3216458857059479, 0.7339840531349182, 0.32764118909835815, -0.12312773615121841, 0.7339840531349182, 0.49103420972824097, 0.12542276084423065, -0.7205533981323242, -0.597425639629364, -0.12312772870063782, 0.12542276084423065, -0.7205533981323242) | (-8.509474754333496, 19.05978012084961, -15.378900527954102, 8.509475708007812, -22.987945556640625, 22.987945556640625, 22.987947463989258, -3.928166389465332, 22.987947463989258, 15.378901481628418, 3.928166627883911, -22.987945556640625, -19.059778213500977, -3.928166389465332, 3.928166627883911, -22.987945556640625) | (-8.509474754333496, 19.05978012084961, -15.378900527954102, 8.509475708007812, -22.987945556640625, 22.987945556640625, 22.987947463989258, -3.928166389465332, 22.987947463989258, 15.378901481628418, 3.928166627883911, -22.987945556640625, -19.059778213500977, -3.928166389465332, 3.928166627883911, -22.987945556640625) | (-0.26672810316085815, 0.6085612773895264, -0.4820491075515747, 0.2716997563838959, -0.3216458857059479, 0.7339840531349182, 0.32764118909835815, -0.12312773615121841, 0.7339840531349182, 0.49103420972824097, 0.12542276084423065, -0.7205533981323242, -0.597425639629364, -0.12312772870063782, 0.12542276084423065, -0.7205533981323242) | (-8.509474754333496, 19.05978012084961, -15.378900527954102, 8.509475708007812, -22.987945556640625, 22.987945556640625, 22.987947463989258, -3.928166389465332, 22.987947463989258, 15.378901481628418, 3.928166627883911, -22.987945556640625, -19.059778213500977, -3.928166389465332, 3.928166627883911, -22.987945556640625) |
vecsFileResult.filter(regex='^KNOT')
KNOT~*~*~*~IAKTIV | KNOT~*~*~*~PDAMPF | KNOT~*~*~*~WALTER | KNOT~*~*~*~P | KNOT~*~*~*~HMAX_INST | KNOT~*~*~*~PH | KNOT~*~*~*~H | KNOT~*~*~*~T | KNOT~*~*~*~HMIN_INST | KNOT~*~*~*~PMIN_INST | KNOT~*~*~*~RHO | KNOT~*~*~*~PMAX_INST | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
2004-09-22 08:31:00+00:00 | (0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) | (0.19919998943805695, 0.7010999917984009, 0.7010999917984009, 0.7010999917984009, 0.19919998943805695, 0.19919998943805695, 0.19919998943805695, 0.19919998943805695, 0.7010999917984009, 0.19919998943805695, 0.19919998943805695, 0.19919998943805695, 0.19919998943805695, 0.7010999917984009, 0.19919998943805695, 0.7010999917984009, 0.19919998943805695, 0.7010999917984009, 0.19919998943805695, 0.19919998943805695, 0.7010999917984009, 0.7010999917984009, 0.7010999917984009) | (0.20900359749794006, 0.16107229888439178, 0.08707356452941895, 0.058159828186035156, 0.40391021966934204, 0.20748744904994965, 0.4333629012107849, 0.49676936864852905, 0.0, 0.28605908155441284, 0.49676936864852905, 0.49676939845085144, 0.32853221893310547, 0.39363691210746765, 0.0, 0.48362594842910767, 0.0, 0.8488573431968689, 0.24764254689216614, 0.49676936864852905, 0.34637272357940674, 0.0, 1.0919685363769531) | (3.3029706478118896, 4.985820770263672, 5.0833587646484375, 5.121469974517822, 3.043287992477417, 3.2835655212402344, 3.004936695098877, 5.311282634735107, 5.125994682312012, 3.30965518951416, 5.291565895080566, 3.0001327991485596, 3.1414403915405273, 4.825945854187012, 3.0, 4.8194427490234375, 3.3146584033966064, 4.816574573516846, 3.3126587867736816, 3.0, 4.845078945159912, 5.12585973739624, 4.814665794372559) | (2.3029708862304688, 3.985834836959839, 4.083372592926025, 4.12148380279541, 2.043287992477417, 2.2835655212402344, 2.004936695098877, 4.311296463012695, 4.126008987426758, 2.30965518951416, 4.2915802001953125, 2.0001327991485596, 2.1414403915405273, 3.8259596824645996, 2.0, 3.8194565773010254, 2.3146584033966064, 3.8165886402130127, 2.3126590251922607, 2.0, 3.8450927734375, 4.125873565673828, 3.8146796226501465) | (2.3029706478118896, 3.985820770263672, 4.0833587646484375, 4.121469974517822, 2.043287992477417, 2.2835655212402344, 2.004936695098877, 4.311282634735107, 4.125994682312012, 2.30965518951416, 4.291565895080566, 2.0001327991485596, 2.1414403915405273, 3.8259456157684326, 2.0, 3.8194425106048584, 2.3146584033966064, 3.8165745735168457, 2.3126587867736816, 2.0, 3.845078945159912, 4.12585973739624, 3.8146655559539795) | (2.3029706478118896, 3.985820770263672, 4.0833587646484375, 4.121469974517822, 2.043287992477417, 2.2835655212402344, 2.004936695098877, 4.311282634735107, 4.125994682312012, 2.30965518951416, 4.291565895080566, 2.0001327991485596, 2.1414403915405273, 3.8259456157684326, 2.0, 3.8194425106048584, 2.3146584033966064, 3.8165745735168457, 2.3126587867736816, 2.0, 3.845078945159912, 4.12585973739624, 3.8146655559539795) | (60.0, 90.0, 90.0, 90.0, 60.0, 60.0, 60.0, 60.0, 90.0, 60.0, 60.0, 60.0, 60.0, 90.0, 60.0, 90.0, 60.0, 90.0, 60.0, 60.0, 90.0, 90.0, 90.0) | (2.0516514778137207, 2.1821095943450928, 2.198941707611084, 2.2055187225341797, 2.0076491832733154, 2.04844331741333, 2.000901699066162, 2.2475109100341797, 2.2063281536102295, 2.0527820587158203, 2.2329835891723633, 2.000021457672119, 2.0249176025390625, 2.1562087535858154, 2.0, 2.1551339626312256, 2.053659439086914, 2.15464186668396, 2.0533087253570557, 2.0, 2.159301996231079, 2.2063064575195312, 2.1543145179748535) | (3.0516514778137207, 3.1821095943450928, 3.198941707611084, 3.2055187225341797, 3.0076491832733154, 3.04844331741333, 3.000901699066162, 3.2475109100341797, 3.2063281536102295, 3.0527820587158203, 3.2329835891723633, 3.000021457672119, 3.0249176025390625, 3.1562087535858154, 3.0, 3.1551339626312256, 3.053659439086914, 3.15464186668396, 3.0533087253570557, 3.0, 3.159301996231079, 3.2063064575195312, 3.1543145179748535) | (983.7000122070312, 965.7000122070312, 965.7000122070312, 965.7000122070312, 983.7000122070312, 983.7000122070312, 983.7000122070312, 983.7000122070312, 965.7000122070312, 983.7000122070312, 983.7000122070312, 983.7000122070312, 983.7000122070312, 965.7000122070312, 983.7000122070312, 965.7000122070312, 983.7000122070312, 965.7000122070312, 983.7000122070312, 983.7000122070312, 965.7000122070312, 965.7000122070312, 965.7000122070312) | (3.3029708862304688, 4.98583459854126, 5.083372592926025, 5.12148380279541, 3.043287992477417, 3.2835655212402344, 3.004936695098877, 5.311296463012695, 5.126008987426758, 3.30965518951416, 5.2915802001953125, 3.0001327991485596, 3.1414403915405273, 4.8259596824646, 3.0, 4.819456577301025, 3.3146584033966064, 4.816588878631592, 3.3126590251922607, 3.0, 4.8450927734375, 5.125873565673828, 4.8146796226501465) |
mx.dfVecAggs
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | ||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TYPE | Sir3sID | TIMESTAMPL | TIMESTAMPR | ||||||||||||||||||||||||||||||||
TIME | KLAP~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 22.987947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
ROHR~*~*~*~RHOVEC | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 983.700012 | 983.700012 | 9.657000e+02 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | |
ROHR~*~*~*~TVEC | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 60.000000 | 60.000000 | 9.000000e+01 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | |
FWES~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 1.303337 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~VAV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | -0.266728 | 0.608561 | -4.820491e-01 | 0.271700 | -0.321646 | 0.733984 | 0.327641 | -0.123128 | 0.733984 | 0.491034 | 0.125423 | -0.720553 | -0.597426 | -0.123128 | 0.125423 | -0.720553 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~MVEC | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | -2.363743 | -2.363743 | 5.294384e+00 | 5.294384 | -4.271917 | -4.271917 | 2.363743 | 2.363743 | -6.385540 | -6.385540 | 6.385540 | 6.385540 | 6.385541 | 6.385541 | -1.091157 | -1.091157 | 6.385540 | 6.385540 | 4.271917 | 4.271917 | 1.091157 | 1.091157 | -6.385540 | -6.385540 | -5.294383 | -5.294383 | -1.091157 | -1.091157 | 1.091157 | 1.091157 | -6.385540 | -6.385540 | |
ROHR~*~*~*~VK | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | -0.266728 | 0.608561 | -4.820491e-01 | 0.271700 | -0.321646 | 0.733984 | 0.327641 | -0.123128 | 0.733984 | 0.491034 | 0.125423 | -0.720553 | -0.597426 | -0.123128 | 0.125423 | -0.720553 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
PUMP~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 22.987947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PDAMPF | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.199200 | 0.701100 | 7.011000e-01 | 0.701100 | 0.199200 | 0.199200 | 0.199200 | 0.199200 | 0.701100 | 0.199200 | 0.199200 | 0.199200 | 0.199200 | 0.701100 | 0.199200 | 0.701100 | 0.199200 | 0.701100 | 0.199200 | 0.199200 | 0.701100 | 0.701100 | 0.701100 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~QMI | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | -8.509475 | 19.059780 | -1.537890e+01 | 8.509476 | -22.987946 | 22.987946 | 22.987947 | -3.928166 | 22.987947 | 15.378901 | 3.928167 | -22.987946 | -19.059778 | -3.928166 | 3.928167 | -22.987946 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~WALTER | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.209004 | 0.161072 | 8.707356e-02 | 0.058160 | 0.403910 | 0.207487 | 0.433363 | 0.496769 | 0.000000 | 0.286059 | 0.496769 | 0.496769 | 0.328532 | 0.393637 | 0.000000 | 0.483626 | 0.000000 | 0.848857 | 0.247643 | 0.496769 | 0.346373 | 0.000000 | 1.091969 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~P | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 3.302971 | 4.985835 | 5.083373e+00 | 5.121484 | 3.043288 | 3.283566 | 3.004937 | 5.311296 | 5.126009 | 3.309655 | 5.291580 | 3.000133 | 3.141440 | 4.825960 | 3.000000 | 4.819457 | 3.314658 | 4.816588 | 3.312659 | 3.000000 | 4.845093 | 5.125874 | 4.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWES~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 22.987947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~HMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283566 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825960 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~PVECMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 3.302971 | 3.309655 | 4.985834e+00 | 4.845092 | 3.283566 | 3.302971 | 4.825959 | 4.819456 | 3.000133 | 3.004937 | 5.083373 | 4.985834 | 5.125874 | 5.121484 | 3.312659 | 3.314658 | 5.121484 | 5.083373 | 4.845092 | 4.825959 | 4.819456 | 4.816588 | 3.043288 | 3.141441 | 3.141441 | 3.283566 | 3.309655 | 3.312659 | 4.816588 | 4.814679 | 3.004937 | 3.043288 | |
VENT~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 22.987947 | 22.987946 | 2.199973e-06 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PH | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283566 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825959 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~W | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 160.000000 | 200.000000 | 1.600000e+02 | 160.000000 | 120.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 3.928166 | 6.869426 | 4.581308e+00 | 3.928166 | 3.680879 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~H | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283566 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825959 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~SVEC | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | 88.019997 | 0.000000e+00 | 405.959991 | 0.000000 | 83.550003 | 0.000000 | 88.019997 | 0.000000 | 73.419998 | 0.000000 | 195.529999 | 0.000000 | 68.599998 | 0.000000 | 109.769997 | 0.000000 | 76.400002 | 0.000000 | 83.550003 | 0.000000 | 164.910004 | 0.000000 | 195.529999 | 0.000000 | 405.959991 | 0.000000 | 164.910004 | 0.000000 | 109.769997 | 0.000000 | 76.400002 | |
ROHR~*~*~*~PVEC | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 3.302971 | 3.309655 | 4.985834e+00 | 4.845092 | 3.283566 | 3.302971 | 4.825959 | 4.819456 | 3.000133 | 3.004937 | 5.083373 | 4.985834 | 5.125874 | 5.121484 | 3.312659 | 3.314659 | 5.121484 | 5.083373 | 4.845092 | 4.825959 | 4.819456 | 4.816588 | 3.043288 | 3.141441 | 3.141441 | 3.283566 | 3.309655 | 3.312659 | 4.816588 | 4.814679 | 3.004937 | 3.043288 | |
ROHR~*~*~*~QMAV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | -8.509475 | 19.059780 | -1.537890e+01 | 8.509476 | -22.987946 | 22.987946 | 22.987947 | -3.928166 | 22.987947 | 15.378901 | 3.928167 | -22.987946 | -19.059778 | -3.928166 | 3.928167 | -22.987946 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~VI | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | -0.266728 | 0.608561 | -4.820491e-01 | 0.271700 | -0.321646 | 0.733984 | 0.327641 | -0.123128 | 0.733984 | 0.491034 | 0.125423 | -0.720553 | -0.597426 | -0.123128 | 0.125423 | -0.720553 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~T | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 60.000000 | 90.000000 | 9.000000e+01 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 60.000000 | 90.000000 | 60.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
VENT~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | 0.000000 | 0.000000e+00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~PVECMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 3.302971 | 3.309655 | 4.985834e+00 | 4.845092 | 3.283566 | 3.302971 | 4.825959 | 4.819456 | 3.000133 | 3.004937 | 5.083373 | 4.985834 | 5.125874 | 5.121484 | 3.312659 | 3.314659 | 5.121484 | 5.083373 | 4.845092 | 4.825959 | 4.819456 | 4.816588 | 3.043288 | 3.141441 | 3.141441 | 3.283566 | 3.309655 | 3.312659 | 4.816588 | 4.814679 | 3.004937 | 3.043288 | |
VENT~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.374182 | 0.367335 | 3.163896e-07 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~HMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283565 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825959 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~QMK | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | -8.509475 | 19.059780 | -1.537890e+01 | 8.509476 | -22.987946 | 22.987946 | 22.987947 | -3.928166 | 22.987947 | 15.378901 | 3.928167 | -22.987946 | -19.059778 | -3.928166 | 3.928167 | -22.987946 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 3.302971 | 4.985835 | 5.083373e+00 | 5.121484 | 3.043288 | 3.283565 | 3.004937 | 5.311296 | 5.126009 | 3.309655 | 5.291580 | 3.000133 | 3.141440 | 4.825960 | 3.000000 | 4.819457 | 3.314658 | 4.816588 | 3.312659 | 3.000000 | 4.845093 | 5.125874 | 4.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~RHO | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 983.700012 | 965.700012 | 9.657000e+02 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 983.700012 | 965.700012 | 983.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~ZVEC | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 20.000000 | 20.000000 | 2.000000e+01 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | |
KNOT~*~*~*~PMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 3.302971 | 4.985835 | 5.083373e+00 | 5.121484 | 3.043288 | 3.283566 | 3.004937 | 5.311296 | 5.126009 | 3.309655 | 5.291580 | 3.000133 | 3.141440 | 4.825960 | 3.000000 | 4.819457 | 3.314658 | 4.816589 | 3.312659 | 3.000000 | 4.845093 | 5.125874 | 4.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KLAP~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 1.291413 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KLAP~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
PUMP~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWES~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:30:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
TMIN | KLAP~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 9.223618 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
ROHR~*~*~*~RHOVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 983.700012 | 983.700012 | 9.657000e+02 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | |
ROHR~*~*~*~TVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 60.000000 | 60.000000 | 9.000000e+01 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | |
FWES~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.522947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~VAV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -0.266728 | 0.235060 | -4.820491e-01 | 0.103506 | -0.321646 | 0.294502 | 0.131462 | -0.123128 | 0.294502 | 0.188284 | 0.047566 | -0.720553 | -0.597426 | -0.123128 | 0.047566 | -0.720553 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~MVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -2.363743 | -2.363743 | 2.044986e+00 | 2.044986 | -4.271917 | -4.271917 | 0.900486 | 0.900486 | -6.385540 | -6.385540 | 2.562116 | 2.562116 | 2.562116 | 2.562116 | -1.091157 | -1.091157 | 2.562116 | 2.562116 | 1.638043 | 1.638043 | 0.413815 | 0.413815 | -6.385540 | -6.385540 | -5.294383 | -5.294383 | -1.091157 | -1.091157 | 0.413815 | 0.413815 | -6.385540 | -6.385540 | |
ROHR~*~*~*~VK | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -0.266728 | 0.235060 | -4.820491e-01 | 0.103506 | -0.321646 | 0.294502 | 0.131462 | -0.123128 | 0.294502 | 0.188284 | 0.047566 | -0.720553 | -0.597426 | -0.123128 | 0.047566 | -0.720553 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
PUMP~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 9.223618 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PDAMPF | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.199200 | 0.701100 | 7.011000e-01 | 0.701100 | 0.199200 | 0.199200 | 0.199200 | 0.199200 | 0.701100 | 0.199200 | 0.199200 | 0.199200 | 0.199200 | 0.701100 | 0.199200 | 0.701100 | 0.199200 | 0.701100 | 0.199200 | 0.199200 | 0.701100 | 0.701100 | 0.701100 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~QMI | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -8.509475 | 7.361951 | -1.537890e+01 | 3.241750 | -22.987946 | 9.223617 | 9.223618 | -3.928166 | 9.223618 | 5.896955 | 1.489734 | -22.987946 | -19.059778 | -3.928166 | 1.489734 | -22.987946 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~WALTER | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.209004 | 0.161072 | 8.707356e-02 | 0.058160 | 0.403910 | 0.207487 | 0.433363 | 0.496769 | 0.000000 | 0.286059 | 0.496769 | 0.496769 | 0.328532 | 0.393637 | 0.000000 | 0.483626 | 0.000000 | 0.848857 | 0.247643 | 0.496769 | 0.346373 | 0.000000 | 1.091969 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~P | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.051651 | 3.182110 | 3.198942e+00 | 3.205519 | 3.007649 | 3.048443 | 3.000902 | 3.247511 | 3.206328 | 3.052782 | 3.232984 | 3.000021 | 3.024918 | 3.156209 | 3.000000 | 3.155134 | 3.053659 | 3.154642 | 3.053309 | 3.000000 | 3.159302 | 3.206306 | 3.154315 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWES~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 9.223618 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~HMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283565 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825960 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~PVECMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.051651 | 3.052783 | 3.182109e+00 | 3.159302 | 3.048444 | 3.051651 | 3.156209 | 3.155134 | 3.000021 | 3.000902 | 3.198942 | 3.182109 | 3.206306 | 3.205519 | 3.053309 | 3.053659 | 3.205519 | 3.198942 | 3.159302 | 3.156209 | 3.155134 | 3.154642 | 3.007649 | 3.024918 | 3.024918 | 3.048444 | 3.052783 | 3.053309 | 3.154642 | 3.154314 | 3.000902 | 3.007649 | |
VENT~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 9.223618 | 9.223616 | 2.199844e-06 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PH | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.051651 | 2.182110 | 2.198942e+00 | 2.205519 | 2.007649 | 2.048443 | 2.000902 | 2.247511 | 2.206328 | 2.052782 | 2.232984 | 2.000021 | 2.024918 | 2.156209 | 2.000000 | 2.155134 | 2.053659 | 2.154642 | 2.053309 | 2.000000 | 2.159302 | 2.206306 | 2.154315 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~W | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 75.828400 | 77.305016 | 6.118831e+01 | 60.679066 | 47.760181 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 1.861666 | 2.655205 | 1.752016e+00 | 1.489734 | 1.464995 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~H | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.051651 | 2.182110 | 2.198942e+00 | 2.205519 | 2.007649 | 2.048443 | 2.000902 | 2.247511 | 2.206328 | 2.052782 | 2.232984 | 2.000021 | 2.024918 | 2.156209 | 2.000000 | 2.155134 | 2.053659 | 2.154642 | 2.053309 | 2.000000 | 2.159302 | 2.206306 | 2.154315 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~SVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 88.019997 | 0.000000e+00 | 405.959991 | 0.000000 | 83.550003 | 0.000000 | 88.019997 | 0.000000 | 73.419998 | 0.000000 | 195.529999 | 0.000000 | 68.599998 | 0.000000 | 109.769997 | 0.000000 | 76.400002 | 0.000000 | 83.550003 | 0.000000 | 164.910004 | 0.000000 | 195.529999 | 0.000000 | 405.959991 | 0.000000 | 164.910004 | 0.000000 | 109.769997 | 0.000000 | 76.400002 | |
ROHR~*~*~*~PVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.051651 | 3.052783 | 3.182109e+00 | 3.159302 | 3.048444 | 3.051651 | 3.156209 | 3.155134 | 3.000021 | 3.000902 | 3.198942 | 3.182109 | 3.206306 | 3.205519 | 3.053309 | 3.053659 | 3.205519 | 3.198942 | 3.159302 | 3.156209 | 3.155134 | 3.154642 | 3.007649 | 3.024918 | 3.024918 | 3.048444 | 3.052783 | 3.053309 | 3.154642 | 3.154314 | 3.000902 | 3.007649 | |
ROHR~*~*~*~QMAV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -8.509475 | 7.361951 | -1.537890e+01 | 3.241750 | -22.987946 | 9.223617 | 9.223618 | -3.928166 | 9.223618 | 5.896955 | 1.489734 | -22.987946 | -19.059778 | -3.928166 | 1.489734 | -22.987946 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~VI | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -0.266728 | 0.235060 | -4.820491e-01 | 0.103506 | -0.321646 | 0.294502 | 0.131462 | -0.123128 | 0.294502 | 0.188284 | 0.047566 | -0.720553 | -0.597426 | -0.123128 | 0.047566 | -0.720553 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~T | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 60.000000 | 90.000000 | 9.000000e+01 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 60.000000 | 90.000000 | 60.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
VENT~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~PVECMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 3.309655 | 4.985834e+00 | 4.845092 | 3.283566 | 3.302971 | 4.825959 | 4.819456 | 3.000133 | 3.004937 | 5.083373 | 4.985834 | 5.125874 | 5.121484 | 3.312659 | 3.314658 | 5.121484 | 5.083373 | 4.845092 | 4.825959 | 4.819456 | 4.816588 | 3.043288 | 3.141441 | 3.141441 | 3.283566 | 3.309655 | 3.312659 | 4.816588 | 4.814679 | 3.004937 | 3.043288 | |
VENT~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.150136 | 0.147389 | 3.163711e-07 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~HMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.051651 | 2.182110 | 2.198942e+00 | 2.205519 | 2.007649 | 2.048443 | 2.000902 | 2.247511 | 2.206328 | 2.052782 | 2.232984 | 2.000021 | 2.024918 | 2.156209 | 2.000000 | 2.155134 | 2.053659 | 2.154642 | 2.053309 | 2.000000 | 2.159302 | 2.206306 | 2.154315 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~QMK | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -8.509475 | 7.361951 | -1.537890e+01 | 3.241750 | -22.987946 | 9.223617 | 9.223618 | -3.928166 | 9.223618 | 5.896955 | 1.489734 | -22.987946 | -19.059778 | -3.928166 | 1.489734 | -22.987946 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.051651 | 3.182110 | 3.198942e+00 | 3.205519 | 3.007649 | 3.048443 | 3.000902 | 3.247511 | 3.206328 | 3.052782 | 3.232984 | 3.000021 | 3.024918 | 3.156209 | 3.000000 | 3.155134 | 3.053659 | 3.154642 | 3.053309 | 3.000000 | 3.159302 | 3.206306 | 3.154315 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~RHO | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 983.700012 | 965.700012 | 9.657000e+02 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 983.700012 | 965.700012 | 983.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~ZVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 20.000000 | 20.000000 | 2.000000e+01 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | |
KNOT~*~*~*~PMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 4.985835 | 5.083373e+00 | 5.121484 | 3.043288 | 3.283565 | 3.004937 | 5.311296 | 5.126009 | 3.309655 | 5.291580 | 3.000133 | 3.141440 | 4.825960 | 3.000000 | 4.819457 | 3.314658 | 4.816589 | 3.312659 | 3.000000 | 4.845093 | 5.125874 | 4.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KLAP~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.518163 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KLAP~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
PUMP~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWES~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
TMAX | KLAP~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 22.987947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
ROHR~*~*~*~RHOVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 983.700012 | 983.700012 | 9.657000e+02 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 983.700012 | 983.700012 | |
ROHR~*~*~*~TVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 60.000000 | 60.000000 | 9.000000e+01 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 60.000000 | 60.000000 | |
FWES~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 1.303337 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~VAV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -0.101612 | 0.608561 | -1.848391e-01 | 0.271700 | -0.129056 | 0.733984 | 0.327641 | -0.046695 | 0.733984 | 0.491034 | 0.125423 | -0.289113 | -0.230759 | -0.046695 | 0.125423 | -0.289113 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~MVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -0.900486 | -0.900486 | 5.294384e+00 | 5.294384 | -1.638043 | -1.638043 | 2.363743 | 2.363743 | -2.562115 | -2.562115 | 6.385540 | 6.385540 | 6.385541 | 6.385541 | -0.413815 | -0.413815 | 6.385540 | 6.385540 | 4.271917 | 4.271917 | 1.091157 | 1.091157 | -2.562115 | -2.562115 | -2.044986 | -2.044986 | -0.413815 | -0.413815 | 1.091157 | 1.091157 | -2.562115 | -2.562115 | |
ROHR~*~*~*~VK | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -0.101612 | 0.608561 | -1.848391e-01 | 0.271700 | -0.129056 | 0.733984 | 0.327641 | -0.046695 | 0.733984 | 0.491034 | 0.125423 | -0.289113 | -0.230759 | -0.046695 | 0.125423 | -0.289113 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
PUMP~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 22.987947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PDAMPF | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.199200 | 0.701100 | 7.011000e-01 | 0.701100 | 0.199200 | 0.199200 | 0.199200 | 0.199200 | 0.701100 | 0.199200 | 0.199200 | 0.199200 | 0.199200 | 0.701100 | 0.199200 | 0.701100 | 0.199200 | 0.701100 | 0.199200 | 0.199200 | 0.701100 | 0.701100 | 0.701100 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~QMI | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -3.241750 | 19.059780 | -5.896955e+00 | 8.509476 | -9.223616 | 22.987946 | 22.987947 | -1.489734 | 22.987947 | 15.378901 | 3.928167 | -9.223616 | -7.361950 | -1.489734 | 3.928167 | -9.223616 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~WALTER | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.545069 | 0.401439 | 2.170127e-01 | 0.144951 | 1.006662 | 0.537176 | 1.080067 | 1.238094 | 0.000000 | 0.750895 | 1.238094 | 1.238094 | 0.818798 | 1.004436 | 0.000000 | 1.240654 | 0.000000 | 2.203705 | 0.652990 | 1.238094 | 0.881174 | 0.000000 | 2.844746 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~P | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 4.985835 | 5.083373e+00 | 5.121484 | 3.043288 | 3.283566 | 3.004937 | 5.311296 | 5.126009 | 3.309655 | 5.291580 | 3.000133 | 3.141440 | 4.825960 | 3.000000 | 4.819457 | 3.314658 | 4.816589 | 3.312659 | 3.000000 | 4.845093 | 5.125874 | 4.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWES~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 22.987947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~HMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283566 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825960 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~PVECMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 3.309655 | 4.985834e+00 | 4.845092 | 3.283566 | 3.302971 | 4.825959 | 4.819456 | 3.000133 | 3.004937 | 5.083373 | 4.985834 | 5.125874 | 5.121484 | 3.312659 | 3.314658 | 5.121484 | 5.083373 | 4.845092 | 4.825959 | 4.819456 | 4.816588 | 3.043288 | 3.141441 | 3.141441 | 3.283566 | 3.309655 | 3.312659 | 4.816588 | 4.814679 | 3.004937 | 3.043288 | |
VENT~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 22.987947 | 22.987946 | 2.200360e-06 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PH | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283566 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825960 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~W | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 160.000000 | 200.000000 | 1.600000e+02 | 160.000000 | 120.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~QM | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.928166 | 6.869426 | 4.581308e+00 | 3.928166 | 3.680879 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~H | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283566 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825960 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~SVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 88.019997 | 0.000000e+00 | 405.959991 | 0.000000 | 83.550003 | 0.000000 | 88.019997 | 0.000000 | 73.419998 | 0.000000 | 195.529999 | 0.000000 | 68.599998 | 0.000000 | 109.769997 | 0.000000 | 76.400002 | 0.000000 | 83.550003 | 0.000000 | 164.910004 | 0.000000 | 195.529999 | 0.000000 | 405.959991 | 0.000000 | 164.910004 | 0.000000 | 109.769997 | 0.000000 | 76.400002 | |
ROHR~*~*~*~PVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 3.309655 | 4.985834e+00 | 4.845092 | 3.283566 | 3.302971 | 4.825959 | 4.819456 | 3.000133 | 3.004937 | 5.083373 | 4.985834 | 5.125874 | 5.121484 | 3.312659 | 3.314659 | 5.121484 | 5.083373 | 4.845092 | 4.825959 | 4.819456 | 4.816588 | 3.043288 | 3.141441 | 3.141441 | 3.283566 | 3.309655 | 3.312659 | 4.816588 | 4.814679 | 3.004937 | 3.043288 | |
ROHR~*~*~*~QMAV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -3.241750 | 19.059780 | -5.896955e+00 | 8.509476 | -9.223616 | 22.987946 | 22.987947 | -1.489734 | 22.987947 | 15.378901 | 3.928167 | -9.223616 | -7.361950 | -1.489734 | 3.928167 | -9.223616 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~VI | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -0.101612 | 0.608561 | -1.848391e-01 | 0.271700 | -0.129056 | 0.733984 | 0.327641 | -0.046695 | 0.733984 | 0.491034 | 0.125423 | -0.289113 | -0.230759 | -0.046695 | 0.125423 | -0.289113 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~T | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 60.000000 | 90.000000 | 9.000000e+01 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 60.000000 | 60.000000 | 60.000000 | 60.000000 | 90.000000 | 60.000000 | 90.000000 | 60.000000 | 90.000000 | 60.000000 | 60.000000 | 90.000000 | 90.000000 | 90.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
VENT~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~PVECMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 3.309655 | 4.985834e+00 | 4.845092 | 3.283566 | 3.302971 | 4.825959 | 4.819456 | 3.000133 | 3.004937 | 5.083373 | 4.985834 | 5.125874 | 5.121484 | 3.312659 | 3.314659 | 5.121484 | 5.083373 | 4.845092 | 4.825959 | 4.819456 | 4.816588 | 3.043288 | 3.141441 | 3.141441 | 3.283566 | 3.309655 | 3.312659 | 4.816588 | 4.814679 | 3.004937 | 3.043288 | |
VENT~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.374182 | 0.367335 | 3.164453e-07 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~HMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 2.302971 | 3.985835 | 4.083373e+00 | 4.121484 | 2.043288 | 2.283565 | 2.004937 | 4.311296 | 4.126009 | 2.309655 | 4.291580 | 2.000133 | 2.141440 | 3.825960 | 2.000000 | 3.819457 | 2.314658 | 3.816589 | 2.312659 | 2.000000 | 3.845093 | 4.125874 | 3.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~QMK | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | -3.241750 | 19.059780 | -5.896955e+00 | 8.509476 | -9.223616 | 22.987946 | 22.987947 | -1.489734 | 22.987947 | 15.378901 | 3.928167 | -9.223616 | -7.361950 | -1.489734 | 3.928167 | -9.223616 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~PMIN_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 4.985835 | 5.083373e+00 | 5.121484 | 3.043288 | 3.283565 | 3.004937 | 5.311296 | 5.126009 | 3.309655 | 5.291580 | 3.000133 | 3.141440 | 4.825960 | 3.000000 | 4.819457 | 3.314658 | 4.816589 | 3.312659 | 3.000000 | 4.845093 | 5.125874 | 4.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KNOT~*~*~*~RHO | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 983.700012 | 965.700012 | 9.657000e+02 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 983.700012 | 983.700012 | 983.700012 | 983.700012 | 965.700012 | 983.700012 | 965.700012 | 983.700012 | 965.700012 | 983.700012 | 983.700012 | 965.700012 | 965.700012 | 965.700012 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
ROHR~*~*~*~ZVEC | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 20.000000 | 20.000000 | 2.000000e+01 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | 20.000000 | |
KNOT~*~*~*~PMAX_INST | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 3.302971 | 4.985835 | 5.083373e+00 | 5.121484 | 3.043288 | 3.283566 | 3.004937 | 5.311296 | 5.126009 | 3.309655 | 5.291580 | 3.000133 | 3.141440 | 4.825960 | 3.000000 | 4.819457 | 3.314658 | 4.816589 | 3.312659 | 3.000000 | 4.845093 | 5.125874 | 4.814680 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KLAP~*~*~*~V | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 1.291413 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
KLAP~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
PUMP~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWVB~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | 0.000000 | 0.000000e+00 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | |
FWES~*~*~*~IAKTIV | 2004-09-22 08:30:00 | 2004-09-22 08:31:00 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
xm.MxSync(mx=mx)
vROHR=xm.dataFrames['vROHR']
vROHR[['L','mx2NofPts','mx2Idx']]
L | mx2NofPts | mx2Idx | |
---|---|---|---|
0 | 88.02 | 2 | 0 |
1 | 405.96 | 2 | 1 |
2 | 83.55 | 2 | 2 |
3 | 88.02 | 2 | 3 |
4 | 195.53 | 2 | 5 |
5 | 109.77 | 2 | 7 |
6 | 76.4 | 2 | 8 |
7 | 83.55 | 2 | 9 |
8 | 164.91 | 2 | 10 |
9 | 195.53 | 2 | 11 |
10 | 405.96 | 2 | 12 |
11 | 164.91 | 2 | 13 |
12 | 109.77 | 2 | 14 |
13 | 76.4 | 2 | 15 |
14 | 73.42 | 2 | 4 |
15 | 68.6 | 2 | 6 |
xm.MxAdd(mx=mx)
vKNOT=xm.dataFrames['vKNOT']
vKNOT.dtypes
NAME object BESCHREIBUNG object IDREFERENZ object CONT object CONT_ID object CONT_LFDNR object CONT_VKNO object KTYP object LFAKT object QM_EIN object QVAR_NAME object QM float64 QM_min float64 QM_max float64 LFKT_NAME object LF float64 LF_min float64 LF_max float64 PVAR_NAME object PH float64 PH_min float64 PH_max float64 PZON_NAME object FSTF_NAME object STOF_NAME object GMIX_NAME object UTMP_NAME object 2L_NAME object 2L_KVR object fkFQPS object KVR object TE object TM object XKOR object YKOR object ZKOR object pk object tk object pXCor float64 pYCor float64 mx2Idx int64 KNOT~*~*~*~IAKTIV float64 KNOT~*~*~*~PDAMPF float64 KNOT~*~*~*~WALTER float64 KNOT~*~*~*~P float64 KNOT~*~*~*~HMAX_INST float64 KNOT~*~*~*~PH float64 KNOT~*~*~*~H float64 KNOT~*~*~*~T float64 KNOT~*~*~*~HMIN_INST float64 KNOT~*~*~*~PMIN_INST float64 KNOT~*~*~*~RHO float64 KNOT~*~*~*~PMAX_INST float64 dtype: object
vVBEL=xm.dataFrames['vVBEL']
vVBEL.filter(items=['NAME_i','NAME_k','Z_i','KNOT~*~*~*~PH_i','Q']).sort_values(['Q','KNOT~*~*~*~PH_i'], ascending=[1,0])
NAME_i | NAME_k | Z_i | KNOT~*~*~*~PH_i | Q | ||
---|---|---|---|---|---|---|
OBJTYPE | OBJID | |||||
ROHR | 5266224553324203132 | R-K001 | R-K002 | 20 | 2.043288 | -22.9879 |
5647213228462830353 | R-K000 | R-K001 | 20 | 2.004937 | -22.9879 | |
4769996343148550485 | R-L | R-K000 | 20 | 2.000133 | -22.9879 | |
5379365049009065623 | R-K002 | R-K003 | 20 | 2.141440 | -19.0598 | |
4637102239750163477 | R-K003 | R-K004 | 20 | 2.283565 | -15.3789 | |
4613782368750024999 | R-K004 | R-K005 | 20 | 2.302971 | -8.50947 | |
4945727430885351042 | R-K006 | R-K007 | 20 | 2.312659 | -3.92817 | |
5611703699850694889 | R-K005 | R-K006 | 20 | 2.309655 | -3.92817 | |
VENT | 5525310316015533093 | PKON-Knoten | R-1 | 20 | 2.000000 | 2.19997e-06 |
FWVB | 5695730293103267172 | V-K003 | R-K003 | 20 | 3.845093 | 3.68088 |
4643800032883366034 | V-K002 | R-K002 | 20 | 3.985835 | 3.92817 | |
5400405917816384862 | V-K007 | R-K007 | 20 | 3.814680 | 3.92817 | |
ROHR | 5123819811204259837 | V-K005 | V-K006 | 20 | 3.819457 | 3.92817 |
5620197984230756681 | V-K006 | V-K007 | 20 | 3.816589 | 3.92817 | |
FWVB | 5121101823283893406 | V-K005 | R-K005 | 20 | 3.819457 | 4.58131 |
4704603947372595298 | V-K004 | R-K004 | 20 | 3.825960 | 6.86943 | |
ROHR | 4713733238627697042 | V-K004 | V-K005 | 20 | 3.825960 | 8.50948 |
5037777106796980248 | V-K003 | V-K004 | 20 | 3.845093 | 15.3789 | |
4614949065966596185 | V-K002 | V-K003 | 20 | 3.985835 | 19.0598 | |
4789218195240364437 | V-K001 | V-K002 | 20 | 4.083373 | 22.9879 | |
VENT | 4897018421024717974 | R-L | R-1 | 20 | 2.000133 | 22.9879 |
KLAP | 4801110583764519435 | R2 | R3 | 20 | 4.311296 | 22.9879 |
FWES | 5638756766880678918 | R3 | V-1 | 20 | 4.291580 | 22.9879 |
VENT | 4678923650983295610 | V-1 | V-L | 20 | 4.126009 | 22.9879 |
ROHR | 4939422678063487923 | V-L | V-K000 | 20 | 4.125874 | 22.9879 |
4984202422877610920 | V-K000 | V-K001 | 20 | 4.121484 | 22.9879 | |
PUMP | 5481331875203087055 | R-1 | R2 | 20 | 2.000000 | 22.9879 |
PGRP | 4986517622672493603 | R-1 | R3 | 20 | 2.000000 | None |
vVBEL.dtypes
BESCHREIBUNG object IDREFERENZ object tk object NAME_i object CONT_i object CONT_VKNO_i object Z_i object pk_i object NAME_k object CONT_k object CONT_VKNO_k object Z_k object pk_k object LAYR object L object D object mx2Idx int64 KNOT~*~*~*~IAKTIV_i float64 KNOT~*~*~*~PDAMPF_i float64 KNOT~*~*~*~WALTER_i float64 KNOT~*~*~*~P_i float64 KNOT~*~*~*~HMAX_INST_i float64 KNOT~*~*~*~PH_i float64 KNOT~*~*~*~H_i float64 KNOT~*~*~*~T_i float64 KNOT~*~*~*~HMIN_INST_i float64 KNOT~*~*~*~PMIN_INST_i float64 KNOT~*~*~*~RHO_i float64 KNOT~*~*~*~PMAX_INST_i float64 KNOT~*~*~*~IAKTIV_k float64 KNOT~*~*~*~PDAMPF_k float64 KNOT~*~*~*~WALTER_k float64 KNOT~*~*~*~P_k float64 KNOT~*~*~*~HMAX_INST_k float64 KNOT~*~*~*~PH_k float64 KNOT~*~*~*~H_k float64 KNOT~*~*~*~T_k float64 KNOT~*~*~*~HMIN_INST_k float64 KNOT~*~*~*~PMIN_INST_k float64 KNOT~*~*~*~RHO_k float64 KNOT~*~*~*~PMAX_INST_k float64 Q object dtype: object
vROHR=xm.dataFrames['vROHR']
vROHR.dtypes
BESCHREIBUNG object IDREFERENZ object BAUJAHR object HAL object IPLANUNG object KENNUNG object L object LZU object RAU object ZAUS object ZEIN object ZUML object JLAMBS object LAMBDA0 object ASOLL object INDSCHALL object NAME_i_2L object NAME_k_2L object KVR object AUSFALLZEIT object DA object DI object DN object KT object PN object REHABILITATION object REPARATUR object S object WSTEIG object WTIEFE object LTGR_NAME object LTGR_BESCHREIBUNG object SICHTBARKEIT object VERLEGEART object DTRO_NAME object DTRO_BESCHREIBUNG object E object fkSTRASSE object fkSRAT object pk object tk object IRTRENN object LECKSTART object LECKEND object LECKMENGE object LECKORT object LECKSTATUS object QSVB object ZVLIMPTNZ object KANTENZV object CONT object CONT_ID object CONT_LFDNR object NAME_i object KVR_i object TM_i object XKOR_i object YKOR_i object ZKOR_i object NAME_k object KVR_k object TM_k object XKOR_k object YKOR_k object ZKOR_k object pXCor_i float64 pYCor_i float64 pXCor_k float64 pYCor_k float64 pXCors object pYCors object pWAYPXCors object pWAYPYCors object WAYP object mx2NofPts int64 mx2Idx int64 ROHR~*~*~*~VAV float64 ROHR~*~*~*~IAKTIV float64 ROHR~*~*~*~VK float64 ROHR~*~*~*~QMI float64 ROHR~*~*~*~QMAV float64 ROHR~*~*~*~VI float64 ROHR~*~*~*~QMK float64 dtype: object
vFWVB=xm.dataFrames['vFWVB']
vFWVB.dtypes
BESCHREIBUNG object IDREFERENZ object W0 int64 LFK float64 W0LFK float64 TVL0 int64 TRS0 int64 LFKT object W float64 W_min float64 W_max float64 INDTR int64 TRSK int64 VTYP int64 DPHAUS float64 IMBG int64 IRFV float64 pk object tk object NAME_i object KVR_i object TM_i object XKOR_i object YKOR_i object ZKOR_i object pXCor_i float64 pYCor_i float64 NAME_k object KVR_k object TM_k object XKOR_k object YKOR_k object ZKOR_k object pXCor_k float64 pYCor_k float64 CONT object CONT_ID object CONT_LFDNR object WBLZ object mx2Idx int64 FWVB~*~*~*~W float64 FWVB~*~*~*~QM float64 FWVB~*~*~*~IAKTIV float64 dtype: object
vROHRVecResults=xm.dataFrames['vROHRVecResults']
vROHRVecResults[['pk','mx2Idx','IptIdx','ROHR~*~*~*~SVEC','ROHR~*~*~*~ZVEC','ROHR~*~*~*~MVEC']]
pk | mx2Idx | IptIdx | ROHR~*~*~*~SVEC | ROHR~*~*~*~ZVEC | ROHR~*~*~*~MVEC | |
---|---|---|---|---|---|---|
0 | 4613782368750024999 | 0 | S | 0.000000 | 20.0 | -2.363743 |
1 | 4613782368750024999 | 0 | E | 88.019997 | 20.0 | -2.363743 |
2 | 4614949065966596185 | 1 | S | 0.000000 | 20.0 | 5.294384 |
3 | 4614949065966596185 | 1 | E | 405.959991 | 20.0 | 5.294384 |
4 | 4637102239750163477 | 2 | S | 0.000000 | 20.0 | -4.271917 |
5 | 4637102239750163477 | 2 | E | 83.550003 | 20.0 | -4.271917 |
6 | 4713733238627697042 | 3 | S | 0.000000 | 20.0 | 2.363743 |
7 | 4713733238627697042 | 3 | E | 88.019997 | 20.0 | 2.363743 |
8 | 4789218195240364437 | 5 | S | 0.000000 | 20.0 | 6.385540 |
9 | 4789218195240364437 | 5 | E | 195.529999 | 20.0 | 6.385540 |
10 | 4945727430885351042 | 7 | S | 0.000000 | 20.0 | -1.091157 |
11 | 4945727430885351042 | 7 | E | 109.769997 | 20.0 | -1.091157 |
12 | 4984202422877610920 | 8 | S | 0.000000 | 20.0 | 6.385540 |
13 | 4984202422877610920 | 8 | E | 76.400002 | 20.0 | 6.385540 |
14 | 5037777106796980248 | 9 | S | 0.000000 | 20.0 | 4.271917 |
15 | 5037777106796980248 | 9 | E | 83.550003 | 20.0 | 4.271917 |
16 | 5123819811204259837 | 10 | S | 0.000000 | 20.0 | 1.091157 |
17 | 5123819811204259837 | 10 | E | 164.910004 | 20.0 | 1.091157 |
18 | 5266224553324203132 | 11 | S | 0.000000 | 20.0 | -6.385540 |
19 | 5266224553324203132 | 11 | E | 195.529999 | 20.0 | -6.385540 |
20 | 5379365049009065623 | 12 | S | 0.000000 | 20.0 | -5.294383 |
21 | 5379365049009065623 | 12 | E | 405.959991 | 20.0 | -5.294383 |
22 | 5611703699850694889 | 13 | S | 0.000000 | 20.0 | -1.091157 |
23 | 5611703699850694889 | 13 | E | 164.910004 | 20.0 | -1.091157 |
24 | 5620197984230756681 | 14 | S | 0.000000 | 20.0 | 1.091157 |
25 | 5620197984230756681 | 14 | E | 109.769997 | 20.0 | 1.091157 |
26 | 5647213228462830353 | 15 | S | 0.000000 | 20.0 | -6.385540 |
27 | 5647213228462830353 | 15 | E | 76.400002 | 20.0 | -6.385540 |
28 | 4769996343148550485 | 4 | S | 0.000000 | 20.0 | -6.385540 |
29 | 4769996343148550485 | 4 | E | 73.419998 | 20.0 | -6.385540 |
30 | 4939422678063487923 | 6 | S | 0.000000 | 20.0 | 6.385541 |
31 | 4939422678063487923 | 6 | E | 68.599998 | 20.0 | 6.385541 |
vAGSN=xm.dataFrames['vAGSN']
vAGSN.dtypes
LFDNR object NAME object AKTIV object OBJTYPE object OBJID object pk object tk object nrObjIdInAgsn int64 nrObjIdTypeInAgsn int64 Layer int64 nextNODE object compNr object BESCHREIBUNG object IDREFERENZ object tk_VBEL object NAME_i object CONT_i object CONT_VKNO_i object pk_i object NAME_k object CONT_k object CONT_VKNO_k object pk_k object LAYR object L object D object mx2Idx int64 KNOT~*~*~*~IAKTIV_i float64 KNOT~*~*~*~PDAMPF_i float64 KNOT~*~*~*~WALTER_i float64 KNOT~*~*~*~HMAX_INST_i float64 KNOT~*~*~*~PH_i float64 KNOT~*~*~*~H_i float64 KNOT~*~*~*~HMIN_INST_i float64 KNOT~*~*~*~PMIN_INST_i float64 KNOT~*~*~*~PMAX_INST_i float64 KNOT~*~*~*~IAKTIV_k float64 KNOT~*~*~*~PDAMPF_k float64 KNOT~*~*~*~WALTER_k float64 KNOT~*~*~*~HMAX_INST_k float64 KNOT~*~*~*~PH_k float64 KNOT~*~*~*~H_k float64 KNOT~*~*~*~HMIN_INST_k float64 KNOT~*~*~*~PMIN_INST_k float64 KNOT~*~*~*~PMAX_INST_k float64 Q object IptIdx object ROHR~*~*~*~MVEC float64 dx float64 x float64 xVbel float64 P float64 T float64 RHO float64 Z float64 dtype: object
dfOneVL=vAGSN[(vAGSN['LFDNR']=='1') & (vAGSN['Layer']==1)]
dfOneVL[['OBJTYPE','x','P','Q']]
OBJTYPE | x | P | Q | |
---|---|---|---|---|
0 | ROHR | 0.000000 | 5.125874 | 22.9879 |
1 | ROHR | 68.599998 | 5.121484 | 22.9879 |
2 | ROHR | 68.599998 | 5.121484 | 22.9879 |
3 | ROHR | 145.000000 | 5.083373 | 22.9879 |
4 | ROHR | 145.000000 | 5.083373 | 22.9879 |
5 | ROHR | 340.529999 | 4.985834 | 22.9879 |
6 | ROHR | 340.529999 | 4.985834 | 19.0598 |
7 | ROHR | 746.489990 | 4.845092 | 19.0598 |
8 | ROHR | 746.489990 | 4.845092 | 15.3789 |
9 | ROHR | 830.039993 | 4.825959 | 15.3789 |
10 | ROHR | 830.039993 | 4.825959 | 8.50948 |
11 | ROHR | 918.059990 | 4.819456 | 8.50948 |
12 | ROHR | 918.059990 | 4.819456 | 3.92817 |
13 | ROHR | 1082.969994 | 4.816588 | 3.92817 |
14 | ROHR | 1082.969994 | 4.816588 | 3.92817 |
15 | ROHR | 1192.739990 | 4.814679 | 3.92817 |
dfOneRL=vAGSN[(vAGSN['LFDNR']=='1') & (vAGSN['Layer']==2)]
dfOneRL[['OBJTYPE','x','P','Q']]
OBJTYPE | x | P | Q | |
---|---|---|---|---|
16 | ROHR | 0.000000 | 3.000133 | -22.9879 |
17 | ROHR | 73.419998 | 3.004937 | -22.9879 |
18 | ROHR | 73.419998 | 3.004937 | -22.9879 |
19 | ROHR | 149.820000 | 3.043288 | -22.9879 |
20 | ROHR | 149.820000 | 3.043288 | -22.9879 |
21 | ROHR | 345.349998 | 3.141441 | -22.9879 |
22 | ROHR | 345.349998 | 3.141441 | -19.0598 |
23 | ROHR | 751.309990 | 3.283566 | -19.0598 |
24 | ROHR | 751.309990 | 3.283566 | -15.3789 |
25 | ROHR | 834.859993 | 3.302971 | -15.3789 |
26 | ROHR | 834.859993 | 3.302971 | -8.50947 |
27 | ROHR | 922.879990 | 3.309655 | -8.50947 |
28 | ROHR | 922.879990 | 3.309655 | -3.92817 |
29 | ROHR | 1087.789993 | 3.312659 | -3.92817 |
30 | ROHR | 1087.789993 | 3.312659 | -3.92817 |
31 | ROHR | 1197.559990 | 3.314658 | -3.92817 |
plt.plot(dfOneVL['x'],dfOneVL['Q']
,dfOneRL['x'],dfOneRL['Q'])
[<matplotlib.lines.Line2D at 0x17aadbf1e08>, <matplotlib.lines.Line2D at 0x17aadbff648>]
plt.plot(dfOneVL['x'],dfOneVL['P']
,dfOneRL['x'],dfOneRL['P'])
plt.ylim((2.5, 5.5))
(2.5, 5.5)
# SIR 3S MIN-Ergebnis lesen
xm.MxAdd(mx=mx,aggReq='TMIN')
vAGSN=xm.dataFrames['vAGSN']
dfOneVLTMIN=vAGSN[(vAGSN['LFDNR']=='1') & (vAGSN['Layer']==1)]
plt.plot(dfOneVL['x'],dfOneVL['P']
,dfOneRL['x'],dfOneRL['P']
,dfOneVL['x'],dfOneVLTMIN['P']
)
plt.ylim((2.5, 5.5))
(2.5, 5.5)
xm.ToH5()
mx.ToH5()
# next read will be faster because H5 is read instead of XML / MX if H5 is newer than XML / MX
xm=Xm.Xm(xmlFile=xmlFile)
mx=Mx.Mx(mx1File=mx1File)
#xm?
#mx?
dir(Rm)
['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'pltHP', 'pltNetDHUS', 'pltNetPipes', 'pltTC']
import Rm
dir(Rm)
['CellExecutionError', 'DINA0', 'DINA0q', 'DINA1', 'DINA1q', 'DINA2', 'DINA2q', 'DINA3', 'DINA3_x', 'DINA3_y', 'DINA3q', 'DINA4', 'DINA4_x', 'DINA4_y', 'DINA4q', 'DINA5', 'DINA5q', 'DINA6', 'DINA6q', 'ET', 'ExecutePreprocessor', 'Mx', 'Path', 'Rm', 'RmError', 'Xm', '__builtins__', '__cached__', '__doc__', '__file__', '__loader__', '__name__', '__package__', '__spec__', '__version__', 'argparse', 'chain', 'collections', 'colors', 'doctest', 'dpiSize', 'gridspec', 'h5py', 'logger', 'logging', 'make_axes', 'make_axes_locatable', 'markers', 'math', 'matplotlib', 'mdates', 'mpl', 'nbformat', 'np', 'nx', 'os', 'pd', 'plt', 'pltHlpAlignMarker', 'pltMakeCategoricalCmap', 'pltMakeCategoricalColors', 'pltMakePatchSpinesInvisible', 'pltNetFigAx', 'pltNetLegendColorbar', 'pltNetLegendColorbar3Classes', 'pltNetLegendTitleblock', 'pltNetNodes', 'pltNetPipes', 'pltNetTextblock', 're', 'scipy', 'struct', 'subprocess', 'sys', 'tables', 'timeit', 'unittest', 'warnings', 'zipfile']
rm=Rm.Rm(xm=xm,mx=mx)
plt.close('all')
fig=plt.figure(dpi=2*72,linewidth=1.)
# 3Classes und FixedLimits sind standardmaessig Falsch; RefPerc ist standardmaessig Wahr
pFWVB=rm.pltNetDHUS(
pltTitle='pltNetDHUS: Bsp1: Prozentdarstellung - keine Klassen'
,timeDeltaToT= pd.to_timedelta('30 seconds')
,pFIGNrcv=['WBLZ~WärmeblnzGes~\S*~\S+~WES'
,'WBLZ~WärmeblnzGes~\S*~\S+~WVB'
,'KNOT~PKON-Knoten~\S*~\S+~QM'
]
,pFIGNrcvTxt=['Erzeugung'
,'Verbrauch'
,'Kontrolle DH'
]
,pVICsDf=pd.DataFrame({'Kundenname': ['VIC1'],'Knotenname': ['V-K007']})
,CBShrink=1. # default: 0.3; ist hier wg. der ausgepraegten Querformat-Modellausdehnung zu klein
,CBLabelPad=-20 # default: -50; dito zu gross
)
plt.show()
plt.close('all')
fig=plt.figure(dpi=2*72,linewidth=1.)
# 3Classes und FixedLimits sind standardmaessig Falsch; RefPerc ist standardmaessig Wahr
pFWVB=rm.pltNetDHUS(
pltTitle='pltNetDHUS: Bsp2: Prozentdarstellung - Klassen'
,timeDeltaToT= pd.to_timedelta('30 seconds')
,pFIGNrcv=['WBLZ~WärmeblnzGes~\S*~\S+~WES'
,'WBLZ~WärmeblnzGes~\S*~\S+~WVB'
,'KNOT~PKON-Knoten~\S*~\S+~QM'
]
,pFIGNrcvTxt=['Erzeugung'
,'Verbrauch'
,'Kontrolle DH'
]
,CBShrink=1. # default: 0.3; ist hier wg. der ausgepraegten Querformat-Modellausdehnung zu klein
,CBLabelPad=-20 # default: -50; dito zu gross
,pFWVBMeasure3Classes=True
,pFWVBMeasureCBFixedLimitHigh=0.80
,pFWVBMeasureCBFixedLimitLow=0.66
)
plt.show()
plt.close('all')
fig=plt.figure(dpi=2*72,linewidth=1.)
# 3Classes und FixedLimits sind standardmaessig Falsch; RefPerc ist standardmaessig Wahr
pFWVB=rm.pltNetDHUS(
pltTitle='pltNetDHUS: Bsp3: keine Prozentdarstellung - Klassen'
,pFIGNrcv=['WBLZ~WärmeblnzGes~\S*~\S+~WES'
,'WBLZ~WärmeblnzGes~\S*~\S+~WVB'
,'KNOT~PKON-Knoten~\S*~\S+~QM'
]
,pFIGNrcvTxt=['Erzeugung'
,'Verbrauch'
,'Kontrolle DH'
]
,CBShrink=1. # default: 0.3; ist hier wg. der ausgepraegten Querformat-Modellausdehnung zu klein
,CBLabelPad=-20 # default: -50; dito zu gross
,pFWVBMeasure3Classes=True
,pFWVBMeasureInRefPerc=False
,pFWVBMeasure='FWVB~*~*~*~W'
,pFWVBMeasureCBFixedLimitHigh=200.
,pFWVBMeasureCBFixedLimitLow=130.
)
plt.show()
G=nx.from_pandas_edgelist(xm.dataFrames['vVBEL'], source='NAME_i', target='NAME_k', edge_attr=True,create_using=nx.MultiGraph())
for e, datadict in G.edges.items():
print(e)
print(datadict)
('R3', 'V-1', 0) {'BESCHREIBUNG': 'BHKW - Modul - 1000 kW therm.', 'IDREFERENZ': '-1', 'tk': '5638756766880678918', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5219230031772497417', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5049461676240771430', 'LAYR': ['Vorlauf'], 'L': 0, 'D': '80', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_i': 4.2915802001953125, 'KNOT~*~*~*~PH_i': 2.2329835891723633, 'KNOT~*~*~*~H_i': 2.2329835891723633, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_i': 3.2329835891723633, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.2915802001953125, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.2063281536102295, 'KNOT~*~*~*~HMAX_INST_k': 4.126008987426758, 'KNOT~*~*~*~PH_k': 2.2063281536102295, 'KNOT~*~*~*~H_k': 2.2063281536102295, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2063281536102295, 'KNOT~*~*~*~PMIN_INST_k': 3.2063281536102295, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.126008987426758, 'Q': 9.223617553710938} ('R3', 'R2', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4801110583764519435', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5002109894154139899', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5219230031772497417', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '80', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.2475109100341797, 'KNOT~*~*~*~HMAX_INST_i': 4.311296463012695, 'KNOT~*~*~*~PH_i': 2.2475109100341797, 'KNOT~*~*~*~H_i': 2.2475109100341797, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2475109100341797, 'KNOT~*~*~*~PMIN_INST_i': 3.2475109100341797, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.311296463012695, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_k': 4.2915802001953125, 'KNOT~*~*~*~PH_k': 2.2329835891723633, 'KNOT~*~*~*~H_k': 2.2329835891723633, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_k': 3.2329835891723633, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.2915802001953125, 'Q': 9.223617553710938} ('R3', 'R-1', 0) {'BESCHREIBUNG': 'Pumpengruppe', 'IDREFERENZ': '-1', 'tk': '4986517622672493603', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5557222628687032084', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5219230031772497417', 'LAYR': [], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_k': 4.2915802001953125, 'KNOT~*~*~*~PH_k': 2.2329835891723633, 'KNOT~*~*~*~H_k': 2.2329835891723633, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_k': 3.2329835891723633, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.2915802001953125, 'Q': None} ('V-1', 'V-L', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4678923650983295610', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5049461676240771430', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': 'BHKW', 'Z_k': '20', 'pk_k': '5736262931552588702', 'LAYR': ['Vorlauf'], 'L': 0, 'D': '150', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.2063281536102295, 'KNOT~*~*~*~HMAX_INST_i': 4.126008987426758, 'KNOT~*~*~*~PH_i': 2.2063281536102295, 'KNOT~*~*~*~H_i': 2.2063281536102295, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2063281536102295, 'KNOT~*~*~*~PMIN_INST_i': 3.2063281536102295, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.126008987426758, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.2063064575195312, 'KNOT~*~*~*~HMAX_INST_k': 4.125873565673828, 'KNOT~*~*~*~PH_k': 2.2063064575195312, 'KNOT~*~*~*~H_k': 2.2063064575195312, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2063064575195312, 'KNOT~*~*~*~PMIN_INST_k': 3.2063064575195312, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.125873565673828, 'Q': 9.223617553710938} ('V-K002', 'R-K002', 0) {'BESCHREIBUNG': '1', 'IDREFERENZ': '-1', 'tk': '4643800032883366034', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4731792362611615619', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5364712333175450942', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.16107229888439178, 'KNOT~*~*~*~P_i': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_i': 3.985834836959839, 'KNOT~*~*~*~PH_i': 2.1821095943450928, 'KNOT~*~*~*~H_i': 2.1821095943450928, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_i': 3.1821095943450928, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.98583459854126, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.32853221893310547, 'KNOT~*~*~*~P_k': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_k': 2.1414403915405273, 'KNOT~*~*~*~PH_k': 2.0249176025390625, 'KNOT~*~*~*~H_k': 2.0249176025390625, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_k': 3.0249176025390625, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.1414403915405273, 'Q': 1.8616660833358765} ('V-K002', 'V-K003', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4614949065966596185', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4731792362611615619', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5646671866542823796', 'LAYR': ['Vorlauf'], 'L': '405.96', 'D': '107.1', 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.16107229888439178, 'KNOT~*~*~*~P_i': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_i': 3.985834836959839, 'KNOT~*~*~*~PH_i': 2.1821095943450928, 'KNOT~*~*~*~H_i': 2.1821095943450928, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_i': 3.1821095943450928, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.98583459854126, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.34637272357940674, 'KNOT~*~*~*~P_k': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_k': 3.8450927734375, 'KNOT~*~*~*~PH_k': 2.159301996231079, 'KNOT~*~*~*~H_k': 2.159301996231079, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_k': 3.159301996231079, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8450927734375, 'Q': 7.361950874328613} ('V-K002', 'V-K001', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4789218195240364437', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4756962427318766791', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4731792362611615619', 'LAYR': ['Vorlauf'], 'L': '195.53', 'D': '107.1', 'mx2Idx': 5, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.08707356452941895, 'KNOT~*~*~*~P_i': 3.198941707611084, 'KNOT~*~*~*~HMAX_INST_i': 4.083372592926025, 'KNOT~*~*~*~PH_i': 2.198941707611084, 'KNOT~*~*~*~H_i': 2.198941707611084, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.198941707611084, 'KNOT~*~*~*~PMIN_INST_i': 3.198941707611084, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.083372592926025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.16107229888439178, 'KNOT~*~*~*~P_k': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_k': 3.985834836959839, 'KNOT~*~*~*~PH_k': 2.1821095943450928, 'KNOT~*~*~*~H_k': 2.1821095943450928, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_k': 3.1821095943450928, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.98583459854126, 'Q': 9.223616600036621} ('R-K002', 'R-K001', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5266224553324203132', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4807712987325933680', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5364712333175450942', 'LAYR': ['Rücklauf'], 'L': '195.53', 'D': '107.1', 'mx2Idx': 11, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.40391021966934204, 'KNOT~*~*~*~P_i': 3.0076491832733154, 'KNOT~*~*~*~HMAX_INST_i': 2.043287992477417, 'KNOT~*~*~*~PH_i': 2.0076491832733154, 'KNOT~*~*~*~H_i': 2.0076491832733154, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0076491832733154, 'KNOT~*~*~*~PMIN_INST_i': 3.0076491832733154, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.043287992477417, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.32853221893310547, 'KNOT~*~*~*~P_k': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_k': 2.1414403915405273, 'KNOT~*~*~*~PH_k': 2.0249176025390625, 'KNOT~*~*~*~H_k': 2.0249176025390625, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_k': 3.0249176025390625, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.1414403915405273, 'Q': -22.987945556640625} ('R-K002', 'R-K003', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5379365049009065623', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5364712333175450942', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4891048046264179170', 'LAYR': ['Rücklauf'], 'L': '405.96', 'D': '107.1', 'mx2Idx': 12, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.32853221893310547, 'KNOT~*~*~*~P_i': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_i': 2.1414403915405273, 'KNOT~*~*~*~PH_i': 2.0249176025390625, 'KNOT~*~*~*~H_i': 2.0249176025390625, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_i': 3.0249176025390625, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.1414403915405273, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20748744904994965, 'KNOT~*~*~*~P_k': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_k': 2.2835652828216553, 'KNOT~*~*~*~PH_k': 2.04844331741333, 'KNOT~*~*~*~H_k': 2.04844331741333, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_k': 3.04844331741333, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.2835652828216553, 'Q': -19.059778213500977} ('V-K004', 'R-K004', 0) {'BESCHREIBUNG': '3', 'IDREFERENZ': '-1', 'tk': '4704603947372595298', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5370423799772591808', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4638663808856251977', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.39363691210746765, 'KNOT~*~*~*~P_i': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_i': 3.8259596824645996, 'KNOT~*~*~*~PH_i': 2.1562087535858154, 'KNOT~*~*~*~H_i': 2.1562087535858154, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_i': 3.1562087535858154, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8259596824646, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20900359749794006, 'KNOT~*~*~*~P_k': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_k': 2.3029706478118896, 'KNOT~*~*~*~PH_k': 2.0516514778137207, 'KNOT~*~*~*~H_k': 2.0516514778137207, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_k': 3.0516514778137207, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3029706478118896, 'Q': 2.655205249786377} ('V-K004', 'V-K005', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4713733238627697042', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5370423799772591808', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5444644492819213978', 'LAYR': ['Vorlauf'], 'L': '88.02', 'D': '107.1', 'mx2Idx': 3, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.39363691210746765, 'KNOT~*~*~*~P_i': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_i': 3.8259596824645996, 'KNOT~*~*~*~PH_i': 2.1562087535858154, 'KNOT~*~*~*~H_i': 2.1562087535858154, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_i': 3.1562087535858154, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8259596824646, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.48362594842910767, 'KNOT~*~*~*~P_k': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_k': 3.8194565773010254, 'KNOT~*~*~*~PH_k': 2.1551339626312256, 'KNOT~*~*~*~H_k': 2.1551339626312256, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_k': 3.1551339626312256, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.819456577301025, 'Q': 3.2417502403259277} ('V-K004', 'V-K003', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5037777106796980248', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5646671866542823796', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5370423799772591808', 'LAYR': ['Vorlauf'], 'L': '83.55', 'D': '107.1', 'mx2Idx': 9, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.34637272357940674, 'KNOT~*~*~*~P_i': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_i': 3.8450927734375, 'KNOT~*~*~*~PH_i': 2.159301996231079, 'KNOT~*~*~*~H_i': 2.159301996231079, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_i': 3.159301996231079, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8450927734375, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.39363691210746765, 'KNOT~*~*~*~P_k': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_k': 3.8259596824645996, 'KNOT~*~*~*~PH_k': 2.1562087535858154, 'KNOT~*~*~*~H_k': 2.1562087535858154, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_k': 3.1562087535858154, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8259596824646, 'Q': 5.896955490112305} ('R-K004', 'R-K005', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4613782368750024999', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4638663808856251977', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5183147862966701025', 'LAYR': ['Rücklauf'], 'L': '88.02', 'D': '107.1', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.20900359749794006, 'KNOT~*~*~*~P_i': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_i': 2.3029706478118896, 'KNOT~*~*~*~PH_i': 2.0516514778137207, 'KNOT~*~*~*~H_i': 2.0516514778137207, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_i': 3.0516514778137207, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.3029706478118896, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.28605908155441284, 'KNOT~*~*~*~P_k': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_k': 2.30965518951416, 'KNOT~*~*~*~PH_k': 2.0527820587158203, 'KNOT~*~*~*~H_k': 2.0527820587158203, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_k': 3.0527820587158203, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.30965518951416, 'Q': -8.509474754333496} ('R-K004', 'R-K003', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4637102239750163477', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4891048046264179170', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4638663808856251977', 'LAYR': ['Rücklauf'], 'L': '83.55', 'D': '107.1', 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.20748744904994965, 'KNOT~*~*~*~P_i': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_i': 2.2835652828216553, 'KNOT~*~*~*~PH_i': 2.04844331741333, 'KNOT~*~*~*~H_i': 2.04844331741333, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_i': 3.04844331741333, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.2835652828216553, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20900359749794006, 'KNOT~*~*~*~P_k': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_k': 2.3029706478118896, 'KNOT~*~*~*~PH_k': 2.0516514778137207, 'KNOT~*~*~*~H_k': 2.0516514778137207, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_k': 3.0516514778137207, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3029706478118896, 'Q': -15.378900527954102} ('V-K005', 'R-K005', 0) {'BESCHREIBUNG': '4', 'IDREFERENZ': '-1', 'tk': '5121101823283893406', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5444644492819213978', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5183147862966701025', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.48362594842910767, 'KNOT~*~*~*~P_i': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_i': 3.8194565773010254, 'KNOT~*~*~*~PH_i': 2.1551339626312256, 'KNOT~*~*~*~H_i': 2.1551339626312256, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_i': 3.1551339626312256, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.819456577301025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.28605908155441284, 'KNOT~*~*~*~P_k': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_k': 2.30965518951416, 'KNOT~*~*~*~PH_k': 2.0527820587158203, 'KNOT~*~*~*~H_k': 2.0527820587158203, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_k': 3.0527820587158203, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.30965518951416, 'Q': 1.7520158290863037} ('V-K005', 'V-K006', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5123819811204259837', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5444644492819213978', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5515313800585145571', 'LAYR': ['Vorlauf'], 'L': '164.91', 'D': '107.1', 'mx2Idx': 10, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.48362594842910767, 'KNOT~*~*~*~P_i': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_i': 3.8194565773010254, 'KNOT~*~*~*~PH_i': 2.1551339626312256, 'KNOT~*~*~*~H_i': 2.1551339626312256, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_i': 3.1551339626312256, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.819456577301025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.8488573431968689, 'KNOT~*~*~*~P_k': 3.15464186668396, 'KNOT~*~*~*~HMAX_INST_k': 3.8165886402130127, 'KNOT~*~*~*~PH_k': 2.15464186668396, 'KNOT~*~*~*~H_k': 2.15464186668396, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.15464186668396, 'KNOT~*~*~*~PMIN_INST_k': 3.15464186668396, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.816588878631592, 'Q': 1.4897342920303345} ('R-K005', 'R-K006', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5611703699850694889', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5183147862966701025', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5543326527366090679', 'LAYR': ['Rücklauf'], 'L': '164.91', 'D': '107.1', 'mx2Idx': 13, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.28605908155441284, 'KNOT~*~*~*~P_i': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_i': 2.30965518951416, 'KNOT~*~*~*~PH_i': 2.0527820587158203, 'KNOT~*~*~*~H_i': 2.0527820587158203, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_i': 3.0527820587158203, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.30965518951416, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.24764254689216614, 'KNOT~*~*~*~P_k': 3.0533087253570557, 'KNOT~*~*~*~HMAX_INST_k': 2.3126587867736816, 'KNOT~*~*~*~PH_k': 2.0533087253570557, 'KNOT~*~*~*~H_k': 2.0533087253570557, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0533087253570557, 'KNOT~*~*~*~PMIN_INST_k': 3.0533087253570557, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3126587867736816, 'Q': -3.928166389465332} ('V-K007', 'R-K007', 0) {'BESCHREIBUNG': '5', 'IDREFERENZ': '-1', 'tk': '5400405917816384862', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5741235692335544560', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5508992300317633799', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 3, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 1.0919685363769531, 'KNOT~*~*~*~P_i': 3.1543145179748535, 'KNOT~*~*~*~HMAX_INST_i': 3.8146796226501465, 'KNOT~*~*~*~PH_i': 2.1543145179748535, 'KNOT~*~*~*~H_i': 2.1543145179748535, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1543145179748535, 'KNOT~*~*~*~PMIN_INST_i': 3.1543145179748535, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8146796226501465, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.053659439086914, 'KNOT~*~*~*~HMAX_INST_k': 2.3146581649780273, 'KNOT~*~*~*~PH_k': 2.053659439086914, 'KNOT~*~*~*~H_k': 2.053659439086914, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.053659439086914, 'KNOT~*~*~*~PMIN_INST_k': 3.053659439086914, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3146581649780273, 'Q': 1.489734172821045} ('V-K007', 'V-K006', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5620197984230756681', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5515313800585145571', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5741235692335544560', 'LAYR': ['Vorlauf'], 'L': '109.77', 'D': '107.1', 'mx2Idx': 14, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.8488573431968689, 'KNOT~*~*~*~P_i': 3.15464186668396, 'KNOT~*~*~*~HMAX_INST_i': 3.8165886402130127, 'KNOT~*~*~*~PH_i': 2.15464186668396, 'KNOT~*~*~*~H_i': 2.15464186668396, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.15464186668396, 'KNOT~*~*~*~PMIN_INST_i': 3.15464186668396, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.816588878631592, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 1.0919685363769531, 'KNOT~*~*~*~P_k': 3.1543145179748535, 'KNOT~*~*~*~HMAX_INST_k': 3.8146796226501465, 'KNOT~*~*~*~PH_k': 2.1543145179748535, 'KNOT~*~*~*~H_k': 2.1543145179748535, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1543145179748535, 'KNOT~*~*~*~PMIN_INST_k': 3.1543145179748535, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8146796226501465, 'Q': 1.4897342920303345} ('R-K007', 'R-K006', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4945727430885351042', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5543326527366090679', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5508992300317633799', 'LAYR': ['Rücklauf'], 'L': '109.77', 'D': '107.1', 'mx2Idx': 7, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.24764254689216614, 'KNOT~*~*~*~P_i': 3.0533087253570557, 'KNOT~*~*~*~HMAX_INST_i': 2.3126587867736816, 'KNOT~*~*~*~PH_i': 2.0533087253570557, 'KNOT~*~*~*~H_i': 2.0533087253570557, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0533087253570557, 'KNOT~*~*~*~PMIN_INST_i': 3.0533087253570557, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.3126587867736816, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.053659439086914, 'KNOT~*~*~*~HMAX_INST_k': 2.3146581649780273, 'KNOT~*~*~*~PH_k': 2.053659439086914, 'KNOT~*~*~*~H_k': 2.053659439086914, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.053659439086914, 'KNOT~*~*~*~PMIN_INST_k': 3.053659439086914, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3146581649780273, 'Q': -3.928166389465332} ('V-K003', 'R-K003', 0) {'BESCHREIBUNG': '2', 'IDREFERENZ': '-1', 'tk': '5695730293103267172', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5646671866542823796', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4891048046264179170', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 4, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.34637272357940674, 'KNOT~*~*~*~P_i': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_i': 3.8450927734375, 'KNOT~*~*~*~PH_i': 2.159301996231079, 'KNOT~*~*~*~H_i': 2.159301996231079, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_i': 3.159301996231079, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8450927734375, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20748744904994965, 'KNOT~*~*~*~P_k': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_k': 2.2835652828216553, 'KNOT~*~*~*~PH_k': 2.04844331741333, 'KNOT~*~*~*~H_k': 2.04844331741333, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_k': 3.04844331741333, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.2835652828216553, 'Q': 1.464995265007019} ('R2', 'R-1', 0) {'BESCHREIBUNG': 'Umwälzpumpe', 'IDREFERENZ': '-1', 'tk': '5481331875203087055', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5557222628687032084', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5002109894154139899', 'LAYR': ['Rücklauf'], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2475109100341797, 'KNOT~*~*~*~HMAX_INST_k': 4.311296463012695, 'KNOT~*~*~*~PH_k': 2.2475109100341797, 'KNOT~*~*~*~H_k': 2.2475109100341797, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2475109100341797, 'KNOT~*~*~*~PMIN_INST_k': 3.2475109100341797, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.311296463012695, 'Q': 9.223617553710938} ('R-1', 'R-L', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4897018421024717974', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5356267303828212700', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5557222628687032084', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '150', 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676939845085144, 'KNOT~*~*~*~P_i': 3.000021457672119, 'KNOT~*~*~*~HMAX_INST_i': 2.0001327991485596, 'KNOT~*~*~*~PH_i': 2.000021457672119, 'KNOT~*~*~*~H_i': 2.000021457672119, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000021457672119, 'KNOT~*~*~*~PMIN_INST_i': 3.000021457672119, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0001327991485596, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.0, 'KNOT~*~*~*~HMAX_INST_k': 2.0, 'KNOT~*~*~*~PH_k': 2.0, 'KNOT~*~*~*~H_k': 2.0, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0, 'KNOT~*~*~*~PMIN_INST_k': 3.0, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.0, 'Q': 9.223615646362305} ('R-1', 'PKON-Knoten', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5525310316015533093', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5397990465339071638', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5557222628687032084', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '50', 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.0, 'KNOT~*~*~*~HMAX_INST_k': 2.0, 'KNOT~*~*~*~PH_k': 2.0, 'KNOT~*~*~*~H_k': 2.0, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0, 'KNOT~*~*~*~PMIN_INST_k': 3.0, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.0, 'Q': 2.199843720518402e-06} ('R-L', 'R-K000', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4769996343148550485', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5356267303828212700', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4979785838440534851', 'LAYR': ['Rücklauf'], 'L': '73.42', 'D': '160.3', 'mx2Idx': 4, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676939845085144, 'KNOT~*~*~*~P_i': 3.000021457672119, 'KNOT~*~*~*~HMAX_INST_i': 2.0001327991485596, 'KNOT~*~*~*~PH_i': 2.000021457672119, 'KNOT~*~*~*~H_i': 2.000021457672119, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000021457672119, 'KNOT~*~*~*~PMIN_INST_i': 3.000021457672119, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0001327991485596, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.4333629012107849, 'KNOT~*~*~*~P_k': 3.000901699066162, 'KNOT~*~*~*~HMAX_INST_k': 2.004936695098877, 'KNOT~*~*~*~PH_k': 2.000901699066162, 'KNOT~*~*~*~H_k': 2.000901699066162, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.000901699066162, 'KNOT~*~*~*~PMIN_INST_k': 3.000901699066162, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.004936695098877, 'Q': -22.987945556640625} ('R-K000', 'R-K001', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5647213228462830353', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4979785838440534851', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4807712987325933680', 'LAYR': ['Rücklauf'], 'L': '76.4', 'D': '107.1', 'mx2Idx': 15, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.4333629012107849, 'KNOT~*~*~*~P_i': 3.000901699066162, 'KNOT~*~*~*~HMAX_INST_i': 2.004936695098877, 'KNOT~*~*~*~PH_i': 2.000901699066162, 'KNOT~*~*~*~H_i': 2.000901699066162, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000901699066162, 'KNOT~*~*~*~PMIN_INST_i': 3.000901699066162, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.004936695098877, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.40391021966934204, 'KNOT~*~*~*~P_k': 3.0076491832733154, 'KNOT~*~*~*~HMAX_INST_k': 2.043287992477417, 'KNOT~*~*~*~PH_k': 2.0076491832733154, 'KNOT~*~*~*~H_k': 2.0076491832733154, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0076491832733154, 'KNOT~*~*~*~PMIN_INST_k': 3.0076491832733154, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.043287992477417, 'Q': -22.987945556640625} ('V-K001', 'V-K000', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4984202422877610920', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4766681917240867943', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4756962427318766791', 'LAYR': ['Vorlauf'], 'L': '76.4', 'D': '107.1', 'mx2Idx': 8, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.058159828186035156, 'KNOT~*~*~*~P_i': 3.2055187225341797, 'KNOT~*~*~*~HMAX_INST_i': 4.12148380279541, 'KNOT~*~*~*~PH_i': 2.2055187225341797, 'KNOT~*~*~*~H_i': 2.2055187225341797, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2055187225341797, 'KNOT~*~*~*~PMIN_INST_i': 3.2055187225341797, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.12148380279541, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.08707356452941895, 'KNOT~*~*~*~P_k': 3.198941707611084, 'KNOT~*~*~*~HMAX_INST_k': 4.083372592926025, 'KNOT~*~*~*~PH_k': 2.198941707611084, 'KNOT~*~*~*~H_k': 2.198941707611084, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.198941707611084, 'KNOT~*~*~*~PMIN_INST_k': 3.198941707611084, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.083372592926025, 'Q': 9.223617553710938} ('V-L', 'V-K000', 0) {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4939422678063487923', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5736262931552588702', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4766681917240867943', 'LAYR': ['Vorlauf'], 'L': '68.6', 'D': '160.3', 'mx2Idx': 6, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.2063064575195312, 'KNOT~*~*~*~HMAX_INST_i': 4.125873565673828, 'KNOT~*~*~*~PH_i': 2.2063064575195312, 'KNOT~*~*~*~H_i': 2.2063064575195312, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2063064575195312, 'KNOT~*~*~*~PMIN_INST_i': 3.2063064575195312, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.125873565673828, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.058159828186035156, 'KNOT~*~*~*~P_k': 3.2055187225341797, 'KNOT~*~*~*~HMAX_INST_k': 4.12148380279541, 'KNOT~*~*~*~PH_k': 2.2055187225341797, 'KNOT~*~*~*~H_k': 2.2055187225341797, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2055187225341797, 'KNOT~*~*~*~PMIN_INST_k': 3.2055187225341797, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.12148380279541, 'Q': 9.223617553710938}
for n, nbrsdict in G.adj.items():
print("!{0:s}".format(n))
for nox, mgdct in nbrsdict.items():
print(" {0:s}".format(nox))
for mg,edct in mgdct.items():
print(" {0:d}: {1:s}".format(mg,str(edct)))
!R3 V-1 0: {'BESCHREIBUNG': 'BHKW - Modul - 1000 kW therm.', 'IDREFERENZ': '-1', 'tk': '5638756766880678918', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5219230031772497417', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5049461676240771430', 'LAYR': ['Vorlauf'], 'L': 0, 'D': '80', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_i': 4.2915802001953125, 'KNOT~*~*~*~PH_i': 2.2329835891723633, 'KNOT~*~*~*~H_i': 2.2329835891723633, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_i': 3.2329835891723633, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.2915802001953125, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.2063281536102295, 'KNOT~*~*~*~HMAX_INST_k': 4.126008987426758, 'KNOT~*~*~*~PH_k': 2.2063281536102295, 'KNOT~*~*~*~H_k': 2.2063281536102295, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2063281536102295, 'KNOT~*~*~*~PMIN_INST_k': 3.2063281536102295, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.126008987426758, 'Q': 9.223617553710938} R2 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4801110583764519435', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5002109894154139899', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5219230031772497417', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '80', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.2475109100341797, 'KNOT~*~*~*~HMAX_INST_i': 4.311296463012695, 'KNOT~*~*~*~PH_i': 2.2475109100341797, 'KNOT~*~*~*~H_i': 2.2475109100341797, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2475109100341797, 'KNOT~*~*~*~PMIN_INST_i': 3.2475109100341797, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.311296463012695, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_k': 4.2915802001953125, 'KNOT~*~*~*~PH_k': 2.2329835891723633, 'KNOT~*~*~*~H_k': 2.2329835891723633, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_k': 3.2329835891723633, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.2915802001953125, 'Q': 9.223617553710938} R-1 0: {'BESCHREIBUNG': 'Pumpengruppe', 'IDREFERENZ': '-1', 'tk': '4986517622672493603', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5557222628687032084', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5219230031772497417', 'LAYR': [], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_k': 4.2915802001953125, 'KNOT~*~*~*~PH_k': 2.2329835891723633, 'KNOT~*~*~*~H_k': 2.2329835891723633, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_k': 3.2329835891723633, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.2915802001953125, 'Q': None} !V-1 R3 0: {'BESCHREIBUNG': 'BHKW - Modul - 1000 kW therm.', 'IDREFERENZ': '-1', 'tk': '5638756766880678918', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5219230031772497417', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5049461676240771430', 'LAYR': ['Vorlauf'], 'L': 0, 'D': '80', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_i': 4.2915802001953125, 'KNOT~*~*~*~PH_i': 2.2329835891723633, 'KNOT~*~*~*~H_i': 2.2329835891723633, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_i': 3.2329835891723633, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.2915802001953125, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.2063281536102295, 'KNOT~*~*~*~HMAX_INST_k': 4.126008987426758, 'KNOT~*~*~*~PH_k': 2.2063281536102295, 'KNOT~*~*~*~H_k': 2.2063281536102295, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2063281536102295, 'KNOT~*~*~*~PMIN_INST_k': 3.2063281536102295, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.126008987426758, 'Q': 9.223617553710938} V-L 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4678923650983295610', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5049461676240771430', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': 'BHKW', 'Z_k': '20', 'pk_k': '5736262931552588702', 'LAYR': ['Vorlauf'], 'L': 0, 'D': '150', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.2063281536102295, 'KNOT~*~*~*~HMAX_INST_i': 4.126008987426758, 'KNOT~*~*~*~PH_i': 2.2063281536102295, 'KNOT~*~*~*~H_i': 2.2063281536102295, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2063281536102295, 'KNOT~*~*~*~PMIN_INST_i': 3.2063281536102295, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.126008987426758, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.2063064575195312, 'KNOT~*~*~*~HMAX_INST_k': 4.125873565673828, 'KNOT~*~*~*~PH_k': 2.2063064575195312, 'KNOT~*~*~*~H_k': 2.2063064575195312, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2063064575195312, 'KNOT~*~*~*~PMIN_INST_k': 3.2063064575195312, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.125873565673828, 'Q': 9.223617553710938} !V-K002 R-K002 0: {'BESCHREIBUNG': '1', 'IDREFERENZ': '-1', 'tk': '4643800032883366034', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4731792362611615619', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5364712333175450942', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.16107229888439178, 'KNOT~*~*~*~P_i': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_i': 3.985834836959839, 'KNOT~*~*~*~PH_i': 2.1821095943450928, 'KNOT~*~*~*~H_i': 2.1821095943450928, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_i': 3.1821095943450928, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.98583459854126, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.32853221893310547, 'KNOT~*~*~*~P_k': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_k': 2.1414403915405273, 'KNOT~*~*~*~PH_k': 2.0249176025390625, 'KNOT~*~*~*~H_k': 2.0249176025390625, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_k': 3.0249176025390625, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.1414403915405273, 'Q': 1.8616660833358765} V-K003 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4614949065966596185', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4731792362611615619', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5646671866542823796', 'LAYR': ['Vorlauf'], 'L': '405.96', 'D': '107.1', 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.16107229888439178, 'KNOT~*~*~*~P_i': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_i': 3.985834836959839, 'KNOT~*~*~*~PH_i': 2.1821095943450928, 'KNOT~*~*~*~H_i': 2.1821095943450928, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_i': 3.1821095943450928, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.98583459854126, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.34637272357940674, 'KNOT~*~*~*~P_k': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_k': 3.8450927734375, 'KNOT~*~*~*~PH_k': 2.159301996231079, 'KNOT~*~*~*~H_k': 2.159301996231079, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_k': 3.159301996231079, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8450927734375, 'Q': 7.361950874328613} V-K001 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4789218195240364437', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4756962427318766791', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4731792362611615619', 'LAYR': ['Vorlauf'], 'L': '195.53', 'D': '107.1', 'mx2Idx': 5, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.08707356452941895, 'KNOT~*~*~*~P_i': 3.198941707611084, 'KNOT~*~*~*~HMAX_INST_i': 4.083372592926025, 'KNOT~*~*~*~PH_i': 2.198941707611084, 'KNOT~*~*~*~H_i': 2.198941707611084, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.198941707611084, 'KNOT~*~*~*~PMIN_INST_i': 3.198941707611084, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.083372592926025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.16107229888439178, 'KNOT~*~*~*~P_k': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_k': 3.985834836959839, 'KNOT~*~*~*~PH_k': 2.1821095943450928, 'KNOT~*~*~*~H_k': 2.1821095943450928, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_k': 3.1821095943450928, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.98583459854126, 'Q': 9.223616600036621} !R-K002 V-K002 0: {'BESCHREIBUNG': '1', 'IDREFERENZ': '-1', 'tk': '4643800032883366034', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4731792362611615619', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5364712333175450942', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.16107229888439178, 'KNOT~*~*~*~P_i': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_i': 3.985834836959839, 'KNOT~*~*~*~PH_i': 2.1821095943450928, 'KNOT~*~*~*~H_i': 2.1821095943450928, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_i': 3.1821095943450928, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.98583459854126, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.32853221893310547, 'KNOT~*~*~*~P_k': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_k': 2.1414403915405273, 'KNOT~*~*~*~PH_k': 2.0249176025390625, 'KNOT~*~*~*~H_k': 2.0249176025390625, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_k': 3.0249176025390625, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.1414403915405273, 'Q': 1.8616660833358765} R-K001 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5266224553324203132', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4807712987325933680', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5364712333175450942', 'LAYR': ['Rücklauf'], 'L': '195.53', 'D': '107.1', 'mx2Idx': 11, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.40391021966934204, 'KNOT~*~*~*~P_i': 3.0076491832733154, 'KNOT~*~*~*~HMAX_INST_i': 2.043287992477417, 'KNOT~*~*~*~PH_i': 2.0076491832733154, 'KNOT~*~*~*~H_i': 2.0076491832733154, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0076491832733154, 'KNOT~*~*~*~PMIN_INST_i': 3.0076491832733154, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.043287992477417, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.32853221893310547, 'KNOT~*~*~*~P_k': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_k': 2.1414403915405273, 'KNOT~*~*~*~PH_k': 2.0249176025390625, 'KNOT~*~*~*~H_k': 2.0249176025390625, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_k': 3.0249176025390625, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.1414403915405273, 'Q': -22.987945556640625} R-K003 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5379365049009065623', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5364712333175450942', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4891048046264179170', 'LAYR': ['Rücklauf'], 'L': '405.96', 'D': '107.1', 'mx2Idx': 12, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.32853221893310547, 'KNOT~*~*~*~P_i': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_i': 2.1414403915405273, 'KNOT~*~*~*~PH_i': 2.0249176025390625, 'KNOT~*~*~*~H_i': 2.0249176025390625, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_i': 3.0249176025390625, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.1414403915405273, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20748744904994965, 'KNOT~*~*~*~P_k': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_k': 2.2835652828216553, 'KNOT~*~*~*~PH_k': 2.04844331741333, 'KNOT~*~*~*~H_k': 2.04844331741333, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_k': 3.04844331741333, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.2835652828216553, 'Q': -19.059778213500977} !V-K004 R-K004 0: {'BESCHREIBUNG': '3', 'IDREFERENZ': '-1', 'tk': '4704603947372595298', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5370423799772591808', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4638663808856251977', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.39363691210746765, 'KNOT~*~*~*~P_i': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_i': 3.8259596824645996, 'KNOT~*~*~*~PH_i': 2.1562087535858154, 'KNOT~*~*~*~H_i': 2.1562087535858154, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_i': 3.1562087535858154, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8259596824646, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20900359749794006, 'KNOT~*~*~*~P_k': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_k': 2.3029706478118896, 'KNOT~*~*~*~PH_k': 2.0516514778137207, 'KNOT~*~*~*~H_k': 2.0516514778137207, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_k': 3.0516514778137207, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3029706478118896, 'Q': 2.655205249786377} V-K005 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4713733238627697042', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5370423799772591808', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5444644492819213978', 'LAYR': ['Vorlauf'], 'L': '88.02', 'D': '107.1', 'mx2Idx': 3, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.39363691210746765, 'KNOT~*~*~*~P_i': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_i': 3.8259596824645996, 'KNOT~*~*~*~PH_i': 2.1562087535858154, 'KNOT~*~*~*~H_i': 2.1562087535858154, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_i': 3.1562087535858154, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8259596824646, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.48362594842910767, 'KNOT~*~*~*~P_k': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_k': 3.8194565773010254, 'KNOT~*~*~*~PH_k': 2.1551339626312256, 'KNOT~*~*~*~H_k': 2.1551339626312256, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_k': 3.1551339626312256, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.819456577301025, 'Q': 3.2417502403259277} V-K003 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5037777106796980248', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5646671866542823796', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5370423799772591808', 'LAYR': ['Vorlauf'], 'L': '83.55', 'D': '107.1', 'mx2Idx': 9, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.34637272357940674, 'KNOT~*~*~*~P_i': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_i': 3.8450927734375, 'KNOT~*~*~*~PH_i': 2.159301996231079, 'KNOT~*~*~*~H_i': 2.159301996231079, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_i': 3.159301996231079, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8450927734375, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.39363691210746765, 'KNOT~*~*~*~P_k': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_k': 3.8259596824645996, 'KNOT~*~*~*~PH_k': 2.1562087535858154, 'KNOT~*~*~*~H_k': 2.1562087535858154, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_k': 3.1562087535858154, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8259596824646, 'Q': 5.896955490112305} !R-K004 V-K004 0: {'BESCHREIBUNG': '3', 'IDREFERENZ': '-1', 'tk': '4704603947372595298', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5370423799772591808', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4638663808856251977', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.39363691210746765, 'KNOT~*~*~*~P_i': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_i': 3.8259596824645996, 'KNOT~*~*~*~PH_i': 2.1562087535858154, 'KNOT~*~*~*~H_i': 2.1562087535858154, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_i': 3.1562087535858154, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8259596824646, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20900359749794006, 'KNOT~*~*~*~P_k': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_k': 2.3029706478118896, 'KNOT~*~*~*~PH_k': 2.0516514778137207, 'KNOT~*~*~*~H_k': 2.0516514778137207, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_k': 3.0516514778137207, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3029706478118896, 'Q': 2.655205249786377} R-K005 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4613782368750024999', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4638663808856251977', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5183147862966701025', 'LAYR': ['Rücklauf'], 'L': '88.02', 'D': '107.1', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.20900359749794006, 'KNOT~*~*~*~P_i': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_i': 2.3029706478118896, 'KNOT~*~*~*~PH_i': 2.0516514778137207, 'KNOT~*~*~*~H_i': 2.0516514778137207, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_i': 3.0516514778137207, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.3029706478118896, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.28605908155441284, 'KNOT~*~*~*~P_k': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_k': 2.30965518951416, 'KNOT~*~*~*~PH_k': 2.0527820587158203, 'KNOT~*~*~*~H_k': 2.0527820587158203, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_k': 3.0527820587158203, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.30965518951416, 'Q': -8.509474754333496} R-K003 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4637102239750163477', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4891048046264179170', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4638663808856251977', 'LAYR': ['Rücklauf'], 'L': '83.55', 'D': '107.1', 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.20748744904994965, 'KNOT~*~*~*~P_i': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_i': 2.2835652828216553, 'KNOT~*~*~*~PH_i': 2.04844331741333, 'KNOT~*~*~*~H_i': 2.04844331741333, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_i': 3.04844331741333, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.2835652828216553, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20900359749794006, 'KNOT~*~*~*~P_k': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_k': 2.3029706478118896, 'KNOT~*~*~*~PH_k': 2.0516514778137207, 'KNOT~*~*~*~H_k': 2.0516514778137207, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_k': 3.0516514778137207, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3029706478118896, 'Q': -15.378900527954102} !V-K005 R-K005 0: {'BESCHREIBUNG': '4', 'IDREFERENZ': '-1', 'tk': '5121101823283893406', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5444644492819213978', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5183147862966701025', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.48362594842910767, 'KNOT~*~*~*~P_i': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_i': 3.8194565773010254, 'KNOT~*~*~*~PH_i': 2.1551339626312256, 'KNOT~*~*~*~H_i': 2.1551339626312256, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_i': 3.1551339626312256, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.819456577301025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.28605908155441284, 'KNOT~*~*~*~P_k': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_k': 2.30965518951416, 'KNOT~*~*~*~PH_k': 2.0527820587158203, 'KNOT~*~*~*~H_k': 2.0527820587158203, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_k': 3.0527820587158203, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.30965518951416, 'Q': 1.7520158290863037} V-K004 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4713733238627697042', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5370423799772591808', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5444644492819213978', 'LAYR': ['Vorlauf'], 'L': '88.02', 'D': '107.1', 'mx2Idx': 3, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.39363691210746765, 'KNOT~*~*~*~P_i': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_i': 3.8259596824645996, 'KNOT~*~*~*~PH_i': 2.1562087535858154, 'KNOT~*~*~*~H_i': 2.1562087535858154, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_i': 3.1562087535858154, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8259596824646, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.48362594842910767, 'KNOT~*~*~*~P_k': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_k': 3.8194565773010254, 'KNOT~*~*~*~PH_k': 2.1551339626312256, 'KNOT~*~*~*~H_k': 2.1551339626312256, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_k': 3.1551339626312256, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.819456577301025, 'Q': 3.2417502403259277} V-K006 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5123819811204259837', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5444644492819213978', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5515313800585145571', 'LAYR': ['Vorlauf'], 'L': '164.91', 'D': '107.1', 'mx2Idx': 10, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.48362594842910767, 'KNOT~*~*~*~P_i': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_i': 3.8194565773010254, 'KNOT~*~*~*~PH_i': 2.1551339626312256, 'KNOT~*~*~*~H_i': 2.1551339626312256, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_i': 3.1551339626312256, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.819456577301025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.8488573431968689, 'KNOT~*~*~*~P_k': 3.15464186668396, 'KNOT~*~*~*~HMAX_INST_k': 3.8165886402130127, 'KNOT~*~*~*~PH_k': 2.15464186668396, 'KNOT~*~*~*~H_k': 2.15464186668396, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.15464186668396, 'KNOT~*~*~*~PMIN_INST_k': 3.15464186668396, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.816588878631592, 'Q': 1.4897342920303345} !R-K005 V-K005 0: {'BESCHREIBUNG': '4', 'IDREFERENZ': '-1', 'tk': '5121101823283893406', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5444644492819213978', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5183147862966701025', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.48362594842910767, 'KNOT~*~*~*~P_i': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_i': 3.8194565773010254, 'KNOT~*~*~*~PH_i': 2.1551339626312256, 'KNOT~*~*~*~H_i': 2.1551339626312256, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_i': 3.1551339626312256, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.819456577301025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.28605908155441284, 'KNOT~*~*~*~P_k': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_k': 2.30965518951416, 'KNOT~*~*~*~PH_k': 2.0527820587158203, 'KNOT~*~*~*~H_k': 2.0527820587158203, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_k': 3.0527820587158203, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.30965518951416, 'Q': 1.7520158290863037} R-K004 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4613782368750024999', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4638663808856251977', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5183147862966701025', 'LAYR': ['Rücklauf'], 'L': '88.02', 'D': '107.1', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.20900359749794006, 'KNOT~*~*~*~P_i': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_i': 2.3029706478118896, 'KNOT~*~*~*~PH_i': 2.0516514778137207, 'KNOT~*~*~*~H_i': 2.0516514778137207, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_i': 3.0516514778137207, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.3029706478118896, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.28605908155441284, 'KNOT~*~*~*~P_k': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_k': 2.30965518951416, 'KNOT~*~*~*~PH_k': 2.0527820587158203, 'KNOT~*~*~*~H_k': 2.0527820587158203, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_k': 3.0527820587158203, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.30965518951416, 'Q': -8.509474754333496} R-K006 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5611703699850694889', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5183147862966701025', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5543326527366090679', 'LAYR': ['Rücklauf'], 'L': '164.91', 'D': '107.1', 'mx2Idx': 13, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.28605908155441284, 'KNOT~*~*~*~P_i': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_i': 2.30965518951416, 'KNOT~*~*~*~PH_i': 2.0527820587158203, 'KNOT~*~*~*~H_i': 2.0527820587158203, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_i': 3.0527820587158203, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.30965518951416, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.24764254689216614, 'KNOT~*~*~*~P_k': 3.0533087253570557, 'KNOT~*~*~*~HMAX_INST_k': 2.3126587867736816, 'KNOT~*~*~*~PH_k': 2.0533087253570557, 'KNOT~*~*~*~H_k': 2.0533087253570557, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0533087253570557, 'KNOT~*~*~*~PMIN_INST_k': 3.0533087253570557, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3126587867736816, 'Q': -3.928166389465332} !V-K007 R-K007 0: {'BESCHREIBUNG': '5', 'IDREFERENZ': '-1', 'tk': '5400405917816384862', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5741235692335544560', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5508992300317633799', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 3, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 1.0919685363769531, 'KNOT~*~*~*~P_i': 3.1543145179748535, 'KNOT~*~*~*~HMAX_INST_i': 3.8146796226501465, 'KNOT~*~*~*~PH_i': 2.1543145179748535, 'KNOT~*~*~*~H_i': 2.1543145179748535, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1543145179748535, 'KNOT~*~*~*~PMIN_INST_i': 3.1543145179748535, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8146796226501465, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.053659439086914, 'KNOT~*~*~*~HMAX_INST_k': 2.3146581649780273, 'KNOT~*~*~*~PH_k': 2.053659439086914, 'KNOT~*~*~*~H_k': 2.053659439086914, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.053659439086914, 'KNOT~*~*~*~PMIN_INST_k': 3.053659439086914, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3146581649780273, 'Q': 1.489734172821045} V-K006 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5620197984230756681', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5515313800585145571', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5741235692335544560', 'LAYR': ['Vorlauf'], 'L': '109.77', 'D': '107.1', 'mx2Idx': 14, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.8488573431968689, 'KNOT~*~*~*~P_i': 3.15464186668396, 'KNOT~*~*~*~HMAX_INST_i': 3.8165886402130127, 'KNOT~*~*~*~PH_i': 2.15464186668396, 'KNOT~*~*~*~H_i': 2.15464186668396, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.15464186668396, 'KNOT~*~*~*~PMIN_INST_i': 3.15464186668396, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.816588878631592, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 1.0919685363769531, 'KNOT~*~*~*~P_k': 3.1543145179748535, 'KNOT~*~*~*~HMAX_INST_k': 3.8146796226501465, 'KNOT~*~*~*~PH_k': 2.1543145179748535, 'KNOT~*~*~*~H_k': 2.1543145179748535, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1543145179748535, 'KNOT~*~*~*~PMIN_INST_k': 3.1543145179748535, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8146796226501465, 'Q': 1.4897342920303345} !R-K007 V-K007 0: {'BESCHREIBUNG': '5', 'IDREFERENZ': '-1', 'tk': '5400405917816384862', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5741235692335544560', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5508992300317633799', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 3, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 1.0919685363769531, 'KNOT~*~*~*~P_i': 3.1543145179748535, 'KNOT~*~*~*~HMAX_INST_i': 3.8146796226501465, 'KNOT~*~*~*~PH_i': 2.1543145179748535, 'KNOT~*~*~*~H_i': 2.1543145179748535, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1543145179748535, 'KNOT~*~*~*~PMIN_INST_i': 3.1543145179748535, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8146796226501465, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.053659439086914, 'KNOT~*~*~*~HMAX_INST_k': 2.3146581649780273, 'KNOT~*~*~*~PH_k': 2.053659439086914, 'KNOT~*~*~*~H_k': 2.053659439086914, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.053659439086914, 'KNOT~*~*~*~PMIN_INST_k': 3.053659439086914, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3146581649780273, 'Q': 1.489734172821045} R-K006 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4945727430885351042', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5543326527366090679', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5508992300317633799', 'LAYR': ['Rücklauf'], 'L': '109.77', 'D': '107.1', 'mx2Idx': 7, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.24764254689216614, 'KNOT~*~*~*~P_i': 3.0533087253570557, 'KNOT~*~*~*~HMAX_INST_i': 2.3126587867736816, 'KNOT~*~*~*~PH_i': 2.0533087253570557, 'KNOT~*~*~*~H_i': 2.0533087253570557, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0533087253570557, 'KNOT~*~*~*~PMIN_INST_i': 3.0533087253570557, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.3126587867736816, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.053659439086914, 'KNOT~*~*~*~HMAX_INST_k': 2.3146581649780273, 'KNOT~*~*~*~PH_k': 2.053659439086914, 'KNOT~*~*~*~H_k': 2.053659439086914, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.053659439086914, 'KNOT~*~*~*~PMIN_INST_k': 3.053659439086914, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3146581649780273, 'Q': -3.928166389465332} !V-K003 R-K003 0: {'BESCHREIBUNG': '2', 'IDREFERENZ': '-1', 'tk': '5695730293103267172', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5646671866542823796', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4891048046264179170', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 4, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.34637272357940674, 'KNOT~*~*~*~P_i': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_i': 3.8450927734375, 'KNOT~*~*~*~PH_i': 2.159301996231079, 'KNOT~*~*~*~H_i': 2.159301996231079, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_i': 3.159301996231079, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8450927734375, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20748744904994965, 'KNOT~*~*~*~P_k': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_k': 2.2835652828216553, 'KNOT~*~*~*~PH_k': 2.04844331741333, 'KNOT~*~*~*~H_k': 2.04844331741333, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_k': 3.04844331741333, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.2835652828216553, 'Q': 1.464995265007019} V-K002 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4614949065966596185', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4731792362611615619', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5646671866542823796', 'LAYR': ['Vorlauf'], 'L': '405.96', 'D': '107.1', 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.16107229888439178, 'KNOT~*~*~*~P_i': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_i': 3.985834836959839, 'KNOT~*~*~*~PH_i': 2.1821095943450928, 'KNOT~*~*~*~H_i': 2.1821095943450928, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_i': 3.1821095943450928, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.98583459854126, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.34637272357940674, 'KNOT~*~*~*~P_k': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_k': 3.8450927734375, 'KNOT~*~*~*~PH_k': 2.159301996231079, 'KNOT~*~*~*~H_k': 2.159301996231079, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_k': 3.159301996231079, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8450927734375, 'Q': 7.361950874328613} V-K004 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5037777106796980248', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5646671866542823796', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5370423799772591808', 'LAYR': ['Vorlauf'], 'L': '83.55', 'D': '107.1', 'mx2Idx': 9, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.34637272357940674, 'KNOT~*~*~*~P_i': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_i': 3.8450927734375, 'KNOT~*~*~*~PH_i': 2.159301996231079, 'KNOT~*~*~*~H_i': 2.159301996231079, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_i': 3.159301996231079, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8450927734375, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.39363691210746765, 'KNOT~*~*~*~P_k': 3.1562087535858154, 'KNOT~*~*~*~HMAX_INST_k': 3.8259596824645996, 'KNOT~*~*~*~PH_k': 2.1562087535858154, 'KNOT~*~*~*~H_k': 2.1562087535858154, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1562087535858154, 'KNOT~*~*~*~PMIN_INST_k': 3.1562087535858154, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8259596824646, 'Q': 5.896955490112305} !R-K003 V-K003 0: {'BESCHREIBUNG': '2', 'IDREFERENZ': '-1', 'tk': '5695730293103267172', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5646671866542823796', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4891048046264179170', 'LAYR': ['Kundenanlagen'], 'L': 0, 'D': nan, 'mx2Idx': 4, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.34637272357940674, 'KNOT~*~*~*~P_i': 3.159301996231079, 'KNOT~*~*~*~HMAX_INST_i': 3.8450927734375, 'KNOT~*~*~*~PH_i': 2.159301996231079, 'KNOT~*~*~*~H_i': 2.159301996231079, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.159301996231079, 'KNOT~*~*~*~PMIN_INST_i': 3.159301996231079, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.8450927734375, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20748744904994965, 'KNOT~*~*~*~P_k': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_k': 2.2835652828216553, 'KNOT~*~*~*~PH_k': 2.04844331741333, 'KNOT~*~*~*~H_k': 2.04844331741333, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_k': 3.04844331741333, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.2835652828216553, 'Q': 1.464995265007019} R-K004 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4637102239750163477', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4891048046264179170', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4638663808856251977', 'LAYR': ['Rücklauf'], 'L': '83.55', 'D': '107.1', 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.20748744904994965, 'KNOT~*~*~*~P_i': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_i': 2.2835652828216553, 'KNOT~*~*~*~PH_i': 2.04844331741333, 'KNOT~*~*~*~H_i': 2.04844331741333, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_i': 3.04844331741333, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.2835652828216553, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20900359749794006, 'KNOT~*~*~*~P_k': 3.0516514778137207, 'KNOT~*~*~*~HMAX_INST_k': 2.3029706478118896, 'KNOT~*~*~*~PH_k': 2.0516514778137207, 'KNOT~*~*~*~H_k': 2.0516514778137207, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0516514778137207, 'KNOT~*~*~*~PMIN_INST_k': 3.0516514778137207, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3029706478118896, 'Q': -15.378900527954102} R-K002 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5379365049009065623', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5364712333175450942', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4891048046264179170', 'LAYR': ['Rücklauf'], 'L': '405.96', 'D': '107.1', 'mx2Idx': 12, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.32853221893310547, 'KNOT~*~*~*~P_i': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_i': 2.1414403915405273, 'KNOT~*~*~*~PH_i': 2.0249176025390625, 'KNOT~*~*~*~H_i': 2.0249176025390625, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_i': 3.0249176025390625, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.1414403915405273, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.20748744904994965, 'KNOT~*~*~*~P_k': 3.04844331741333, 'KNOT~*~*~*~HMAX_INST_k': 2.2835652828216553, 'KNOT~*~*~*~PH_k': 2.04844331741333, 'KNOT~*~*~*~H_k': 2.04844331741333, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.04844331741333, 'KNOT~*~*~*~PMIN_INST_k': 3.04844331741333, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.2835652828216553, 'Q': -19.059778213500977} !R2 R3 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4801110583764519435', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5002109894154139899', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5219230031772497417', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '80', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.2475109100341797, 'KNOT~*~*~*~HMAX_INST_i': 4.311296463012695, 'KNOT~*~*~*~PH_i': 2.2475109100341797, 'KNOT~*~*~*~H_i': 2.2475109100341797, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2475109100341797, 'KNOT~*~*~*~PMIN_INST_i': 3.2475109100341797, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.311296463012695, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_k': 4.2915802001953125, 'KNOT~*~*~*~PH_k': 2.2329835891723633, 'KNOT~*~*~*~H_k': 2.2329835891723633, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_k': 3.2329835891723633, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.2915802001953125, 'Q': 9.223617553710938} R-1 0: {'BESCHREIBUNG': 'Umwälzpumpe', 'IDREFERENZ': '-1', 'tk': '5481331875203087055', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5557222628687032084', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5002109894154139899', 'LAYR': ['Rücklauf'], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2475109100341797, 'KNOT~*~*~*~HMAX_INST_k': 4.311296463012695, 'KNOT~*~*~*~PH_k': 2.2475109100341797, 'KNOT~*~*~*~H_k': 2.2475109100341797, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2475109100341797, 'KNOT~*~*~*~PMIN_INST_k': 3.2475109100341797, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.311296463012695, 'Q': 9.223617553710938} !R-1 R3 0: {'BESCHREIBUNG': 'Pumpengruppe', 'IDREFERENZ': '-1', 'tk': '4986517622672493603', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5557222628687032084', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5219230031772497417', 'LAYR': [], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2329835891723633, 'KNOT~*~*~*~HMAX_INST_k': 4.2915802001953125, 'KNOT~*~*~*~PH_k': 2.2329835891723633, 'KNOT~*~*~*~H_k': 2.2329835891723633, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2329835891723633, 'KNOT~*~*~*~PMIN_INST_k': 3.2329835891723633, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.2915802001953125, 'Q': None} R2 0: {'BESCHREIBUNG': 'Umwälzpumpe', 'IDREFERENZ': '-1', 'tk': '5481331875203087055', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5557222628687032084', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5002109894154139899', 'LAYR': ['Rücklauf'], 'L': 0, 'D': nan, 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676936864852905, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.2475109100341797, 'KNOT~*~*~*~HMAX_INST_k': 4.311296463012695, 'KNOT~*~*~*~PH_k': 2.2475109100341797, 'KNOT~*~*~*~H_k': 2.2475109100341797, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2475109100341797, 'KNOT~*~*~*~PMIN_INST_k': 3.2475109100341797, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.311296463012695, 'Q': 9.223617553710938} R-L 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4897018421024717974', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5356267303828212700', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5557222628687032084', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '150', 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676939845085144, 'KNOT~*~*~*~P_i': 3.000021457672119, 'KNOT~*~*~*~HMAX_INST_i': 2.0001327991485596, 'KNOT~*~*~*~PH_i': 2.000021457672119, 'KNOT~*~*~*~H_i': 2.000021457672119, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000021457672119, 'KNOT~*~*~*~PMIN_INST_i': 3.000021457672119, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0001327991485596, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.0, 'KNOT~*~*~*~HMAX_INST_k': 2.0, 'KNOT~*~*~*~PH_k': 2.0, 'KNOT~*~*~*~H_k': 2.0, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0, 'KNOT~*~*~*~PMIN_INST_k': 3.0, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.0, 'Q': 9.223615646362305} PKON-Knoten 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5525310316015533093', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5397990465339071638', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5557222628687032084', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '50', 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.0, 'KNOT~*~*~*~HMAX_INST_k': 2.0, 'KNOT~*~*~*~PH_k': 2.0, 'KNOT~*~*~*~H_k': 2.0, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0, 'KNOT~*~*~*~PMIN_INST_k': 3.0, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.0, 'Q': 2.199843720518402e-06} !R-L R-K000 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4769996343148550485', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5356267303828212700', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4979785838440534851', 'LAYR': ['Rücklauf'], 'L': '73.42', 'D': '160.3', 'mx2Idx': 4, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676939845085144, 'KNOT~*~*~*~P_i': 3.000021457672119, 'KNOT~*~*~*~HMAX_INST_i': 2.0001327991485596, 'KNOT~*~*~*~PH_i': 2.000021457672119, 'KNOT~*~*~*~H_i': 2.000021457672119, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000021457672119, 'KNOT~*~*~*~PMIN_INST_i': 3.000021457672119, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0001327991485596, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.4333629012107849, 'KNOT~*~*~*~P_k': 3.000901699066162, 'KNOT~*~*~*~HMAX_INST_k': 2.004936695098877, 'KNOT~*~*~*~PH_k': 2.000901699066162, 'KNOT~*~*~*~H_k': 2.000901699066162, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.000901699066162, 'KNOT~*~*~*~PMIN_INST_k': 3.000901699066162, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.004936695098877, 'Q': -22.987945556640625} R-1 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4897018421024717974', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5356267303828212700', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5557222628687032084', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '150', 'mx2Idx': 1, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676939845085144, 'KNOT~*~*~*~P_i': 3.000021457672119, 'KNOT~*~*~*~HMAX_INST_i': 2.0001327991485596, 'KNOT~*~*~*~PH_i': 2.000021457672119, 'KNOT~*~*~*~H_i': 2.000021457672119, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000021457672119, 'KNOT~*~*~*~PMIN_INST_i': 3.000021457672119, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0001327991485596, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.0, 'KNOT~*~*~*~HMAX_INST_k': 2.0, 'KNOT~*~*~*~PH_k': 2.0, 'KNOT~*~*~*~H_k': 2.0, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0, 'KNOT~*~*~*~PMIN_INST_k': 3.0, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.0, 'Q': 9.223615646362305} !R-K000 R-L 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4769996343148550485', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5356267303828212700', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4979785838440534851', 'LAYR': ['Rücklauf'], 'L': '73.42', 'D': '160.3', 'mx2Idx': 4, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.49676939845085144, 'KNOT~*~*~*~P_i': 3.000021457672119, 'KNOT~*~*~*~HMAX_INST_i': 2.0001327991485596, 'KNOT~*~*~*~PH_i': 2.000021457672119, 'KNOT~*~*~*~H_i': 2.000021457672119, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000021457672119, 'KNOT~*~*~*~PMIN_INST_i': 3.000021457672119, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0001327991485596, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.4333629012107849, 'KNOT~*~*~*~P_k': 3.000901699066162, 'KNOT~*~*~*~HMAX_INST_k': 2.004936695098877, 'KNOT~*~*~*~PH_k': 2.000901699066162, 'KNOT~*~*~*~H_k': 2.000901699066162, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.000901699066162, 'KNOT~*~*~*~PMIN_INST_k': 3.000901699066162, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.004936695098877, 'Q': -22.987945556640625} R-K001 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5647213228462830353', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4979785838440534851', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4807712987325933680', 'LAYR': ['Rücklauf'], 'L': '76.4', 'D': '107.1', 'mx2Idx': 15, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.4333629012107849, 'KNOT~*~*~*~P_i': 3.000901699066162, 'KNOT~*~*~*~HMAX_INST_i': 2.004936695098877, 'KNOT~*~*~*~PH_i': 2.000901699066162, 'KNOT~*~*~*~H_i': 2.000901699066162, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000901699066162, 'KNOT~*~*~*~PMIN_INST_i': 3.000901699066162, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.004936695098877, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.40391021966934204, 'KNOT~*~*~*~P_k': 3.0076491832733154, 'KNOT~*~*~*~HMAX_INST_k': 2.043287992477417, 'KNOT~*~*~*~PH_k': 2.0076491832733154, 'KNOT~*~*~*~H_k': 2.0076491832733154, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0076491832733154, 'KNOT~*~*~*~PMIN_INST_k': 3.0076491832733154, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.043287992477417, 'Q': -22.987945556640625} !V-K001 V-K002 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4789218195240364437', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4756962427318766791', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4731792362611615619', 'LAYR': ['Vorlauf'], 'L': '195.53', 'D': '107.1', 'mx2Idx': 5, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.08707356452941895, 'KNOT~*~*~*~P_i': 3.198941707611084, 'KNOT~*~*~*~HMAX_INST_i': 4.083372592926025, 'KNOT~*~*~*~PH_i': 2.198941707611084, 'KNOT~*~*~*~H_i': 2.198941707611084, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.198941707611084, 'KNOT~*~*~*~PMIN_INST_i': 3.198941707611084, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.083372592926025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.16107229888439178, 'KNOT~*~*~*~P_k': 3.1821095943450928, 'KNOT~*~*~*~HMAX_INST_k': 3.985834836959839, 'KNOT~*~*~*~PH_k': 2.1821095943450928, 'KNOT~*~*~*~H_k': 2.1821095943450928, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1821095943450928, 'KNOT~*~*~*~PMIN_INST_k': 3.1821095943450928, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.98583459854126, 'Q': 9.223616600036621} V-K000 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4984202422877610920', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4766681917240867943', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4756962427318766791', 'LAYR': ['Vorlauf'], 'L': '76.4', 'D': '107.1', 'mx2Idx': 8, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.058159828186035156, 'KNOT~*~*~*~P_i': 3.2055187225341797, 'KNOT~*~*~*~HMAX_INST_i': 4.12148380279541, 'KNOT~*~*~*~PH_i': 2.2055187225341797, 'KNOT~*~*~*~H_i': 2.2055187225341797, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2055187225341797, 'KNOT~*~*~*~PMIN_INST_i': 3.2055187225341797, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.12148380279541, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.08707356452941895, 'KNOT~*~*~*~P_k': 3.198941707611084, 'KNOT~*~*~*~HMAX_INST_k': 4.083372592926025, 'KNOT~*~*~*~PH_k': 2.198941707611084, 'KNOT~*~*~*~H_k': 2.198941707611084, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.198941707611084, 'KNOT~*~*~*~PMIN_INST_k': 3.198941707611084, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.083372592926025, 'Q': 9.223617553710938} !V-L V-K000 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4939422678063487923', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5736262931552588702', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4766681917240867943', 'LAYR': ['Vorlauf'], 'L': '68.6', 'D': '160.3', 'mx2Idx': 6, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.2063064575195312, 'KNOT~*~*~*~HMAX_INST_i': 4.125873565673828, 'KNOT~*~*~*~PH_i': 2.2063064575195312, 'KNOT~*~*~*~H_i': 2.2063064575195312, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2063064575195312, 'KNOT~*~*~*~PMIN_INST_i': 3.2063064575195312, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.125873565673828, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.058159828186035156, 'KNOT~*~*~*~P_k': 3.2055187225341797, 'KNOT~*~*~*~HMAX_INST_k': 4.12148380279541, 'KNOT~*~*~*~PH_k': 2.2055187225341797, 'KNOT~*~*~*~H_k': 2.2055187225341797, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2055187225341797, 'KNOT~*~*~*~PMIN_INST_k': 3.2055187225341797, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.12148380279541, 'Q': 9.223617553710938} V-1 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4678923650983295610', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5049461676240771430', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': 'BHKW', 'Z_k': '20', 'pk_k': '5736262931552588702', 'LAYR': ['Vorlauf'], 'L': 0, 'D': '150', 'mx2Idx': 0, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.2063281536102295, 'KNOT~*~*~*~HMAX_INST_i': 4.126008987426758, 'KNOT~*~*~*~PH_i': 2.2063281536102295, 'KNOT~*~*~*~H_i': 2.2063281536102295, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2063281536102295, 'KNOT~*~*~*~PMIN_INST_i': 3.2063281536102295, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.126008987426758, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.2063064575195312, 'KNOT~*~*~*~HMAX_INST_k': 4.125873565673828, 'KNOT~*~*~*~PH_k': 2.2063064575195312, 'KNOT~*~*~*~H_k': 2.2063064575195312, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2063064575195312, 'KNOT~*~*~*~PMIN_INST_k': 3.2063064575195312, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.125873565673828, 'Q': 9.223617553710938} !V-K000 V-L 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4939422678063487923', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': 'BHKW', 'Z_i': '20', 'pk_i': '5736262931552588702', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4766681917240867943', 'LAYR': ['Vorlauf'], 'L': '68.6', 'D': '160.3', 'mx2Idx': 6, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.2063064575195312, 'KNOT~*~*~*~HMAX_INST_i': 4.125873565673828, 'KNOT~*~*~*~PH_i': 2.2063064575195312, 'KNOT~*~*~*~H_i': 2.2063064575195312, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2063064575195312, 'KNOT~*~*~*~PMIN_INST_i': 3.2063064575195312, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.125873565673828, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.058159828186035156, 'KNOT~*~*~*~P_k': 3.2055187225341797, 'KNOT~*~*~*~HMAX_INST_k': 4.12148380279541, 'KNOT~*~*~*~PH_k': 2.2055187225341797, 'KNOT~*~*~*~H_k': 2.2055187225341797, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.2055187225341797, 'KNOT~*~*~*~PMIN_INST_k': 3.2055187225341797, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.12148380279541, 'Q': 9.223617553710938} V-K001 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4984202422877610920', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4766681917240867943', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4756962427318766791', 'LAYR': ['Vorlauf'], 'L': '76.4', 'D': '107.1', 'mx2Idx': 8, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.058159828186035156, 'KNOT~*~*~*~P_i': 3.2055187225341797, 'KNOT~*~*~*~HMAX_INST_i': 4.12148380279541, 'KNOT~*~*~*~PH_i': 2.2055187225341797, 'KNOT~*~*~*~H_i': 2.2055187225341797, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.2055187225341797, 'KNOT~*~*~*~PMIN_INST_i': 3.2055187225341797, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 5.12148380279541, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.08707356452941895, 'KNOT~*~*~*~P_k': 3.198941707611084, 'KNOT~*~*~*~HMAX_INST_k': 4.083372592926025, 'KNOT~*~*~*~PH_k': 2.198941707611084, 'KNOT~*~*~*~H_k': 2.198941707611084, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.198941707611084, 'KNOT~*~*~*~PMIN_INST_k': 3.198941707611084, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 5.083372592926025, 'Q': 9.223617553710938} !R-K006 R-K007 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '4945727430885351042', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5543326527366090679', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5508992300317633799', 'LAYR': ['Rücklauf'], 'L': '109.77', 'D': '107.1', 'mx2Idx': 7, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.24764254689216614, 'KNOT~*~*~*~P_i': 3.0533087253570557, 'KNOT~*~*~*~HMAX_INST_i': 2.3126587867736816, 'KNOT~*~*~*~PH_i': 2.0533087253570557, 'KNOT~*~*~*~H_i': 2.0533087253570557, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0533087253570557, 'KNOT~*~*~*~PMIN_INST_i': 3.0533087253570557, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.3126587867736816, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.0, 'KNOT~*~*~*~P_k': 3.053659439086914, 'KNOT~*~*~*~HMAX_INST_k': 2.3146581649780273, 'KNOT~*~*~*~PH_k': 2.053659439086914, 'KNOT~*~*~*~H_k': 2.053659439086914, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.053659439086914, 'KNOT~*~*~*~PMIN_INST_k': 3.053659439086914, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3146581649780273, 'Q': -3.928166389465332} R-K005 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5611703699850694889', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5183147862966701025', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5543326527366090679', 'LAYR': ['Rücklauf'], 'L': '164.91', 'D': '107.1', 'mx2Idx': 13, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.28605908155441284, 'KNOT~*~*~*~P_i': 3.0527820587158203, 'KNOT~*~*~*~HMAX_INST_i': 2.30965518951416, 'KNOT~*~*~*~PH_i': 2.0527820587158203, 'KNOT~*~*~*~H_i': 2.0527820587158203, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0527820587158203, 'KNOT~*~*~*~PMIN_INST_i': 3.0527820587158203, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.30965518951416, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.24764254689216614, 'KNOT~*~*~*~P_k': 3.0533087253570557, 'KNOT~*~*~*~HMAX_INST_k': 2.3126587867736816, 'KNOT~*~*~*~PH_k': 2.0533087253570557, 'KNOT~*~*~*~H_k': 2.0533087253570557, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0533087253570557, 'KNOT~*~*~*~PMIN_INST_k': 3.0533087253570557, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.3126587867736816, 'Q': -3.928166389465332} !V-K006 V-K005 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5123819811204259837', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5444644492819213978', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5515313800585145571', 'LAYR': ['Vorlauf'], 'L': '164.91', 'D': '107.1', 'mx2Idx': 10, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.48362594842910767, 'KNOT~*~*~*~P_i': 3.1551339626312256, 'KNOT~*~*~*~HMAX_INST_i': 3.8194565773010254, 'KNOT~*~*~*~PH_i': 2.1551339626312256, 'KNOT~*~*~*~H_i': 2.1551339626312256, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.1551339626312256, 'KNOT~*~*~*~PMIN_INST_i': 3.1551339626312256, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.819456577301025, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 0.8488573431968689, 'KNOT~*~*~*~P_k': 3.15464186668396, 'KNOT~*~*~*~HMAX_INST_k': 3.8165886402130127, 'KNOT~*~*~*~PH_k': 2.15464186668396, 'KNOT~*~*~*~H_k': 2.15464186668396, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.15464186668396, 'KNOT~*~*~*~PMIN_INST_k': 3.15464186668396, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.816588878631592, 'Q': 1.4897342920303345} V-K007 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5620197984230756681', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5515313800585145571', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5741235692335544560', 'LAYR': ['Vorlauf'], 'L': '109.77', 'D': '107.1', 'mx2Idx': 14, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.7010999917984009, 'KNOT~*~*~*~WALTER_i': 0.8488573431968689, 'KNOT~*~*~*~P_i': 3.15464186668396, 'KNOT~*~*~*~HMAX_INST_i': 3.8165886402130127, 'KNOT~*~*~*~PH_i': 2.15464186668396, 'KNOT~*~*~*~H_i': 2.15464186668396, 'KNOT~*~*~*~T_i': 90.0, 'KNOT~*~*~*~HMIN_INST_i': 2.15464186668396, 'KNOT~*~*~*~PMIN_INST_i': 3.15464186668396, 'KNOT~*~*~*~RHO_i': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 4.816588878631592, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.7010999917984009, 'KNOT~*~*~*~WALTER_k': 1.0919685363769531, 'KNOT~*~*~*~P_k': 3.1543145179748535, 'KNOT~*~*~*~HMAX_INST_k': 3.8146796226501465, 'KNOT~*~*~*~PH_k': 2.1543145179748535, 'KNOT~*~*~*~H_k': 2.1543145179748535, 'KNOT~*~*~*~T_k': 90.0, 'KNOT~*~*~*~HMIN_INST_k': 2.1543145179748535, 'KNOT~*~*~*~PMIN_INST_k': 3.1543145179748535, 'KNOT~*~*~*~RHO_k': 965.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 4.8146796226501465, 'Q': 1.4897342920303345} !R-K001 R-K002 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5266224553324203132', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4807712987325933680', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5364712333175450942', 'LAYR': ['Rücklauf'], 'L': '195.53', 'D': '107.1', 'mx2Idx': 11, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.40391021966934204, 'KNOT~*~*~*~P_i': 3.0076491832733154, 'KNOT~*~*~*~HMAX_INST_i': 2.043287992477417, 'KNOT~*~*~*~PH_i': 2.0076491832733154, 'KNOT~*~*~*~H_i': 2.0076491832733154, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0076491832733154, 'KNOT~*~*~*~PMIN_INST_i': 3.0076491832733154, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.043287992477417, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.32853221893310547, 'KNOT~*~*~*~P_k': 3.0249176025390625, 'KNOT~*~*~*~HMAX_INST_k': 2.1414403915405273, 'KNOT~*~*~*~PH_k': 2.0249176025390625, 'KNOT~*~*~*~H_k': 2.0249176025390625, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0249176025390625, 'KNOT~*~*~*~PMIN_INST_k': 3.0249176025390625, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.1414403915405273, 'Q': -22.987945556640625} R-K000 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5647213228462830353', 'CONT_i': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '4979785838440534851', 'CONT_k': 'Nahwärmenetz mit 1000 kW Anschlussleistu', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '4807712987325933680', 'LAYR': ['Rücklauf'], 'L': '76.4', 'D': '107.1', 'mx2Idx': 15, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.4333629012107849, 'KNOT~*~*~*~P_i': 3.000901699066162, 'KNOT~*~*~*~HMAX_INST_i': 2.004936695098877, 'KNOT~*~*~*~PH_i': 2.000901699066162, 'KNOT~*~*~*~H_i': 2.000901699066162, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.000901699066162, 'KNOT~*~*~*~PMIN_INST_i': 3.000901699066162, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.004936695098877, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.40391021966934204, 'KNOT~*~*~*~P_k': 3.0076491832733154, 'KNOT~*~*~*~HMAX_INST_k': 2.043287992477417, 'KNOT~*~*~*~PH_k': 2.0076491832733154, 'KNOT~*~*~*~H_k': 2.0076491832733154, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0076491832733154, 'KNOT~*~*~*~PMIN_INST_k': 3.0076491832733154, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.043287992477417, 'Q': -22.987945556640625} !PKON-Knoten R-1 0: {'BESCHREIBUNG': None, 'IDREFERENZ': '-1', 'tk': '5525310316015533093', 'CONT_i': 'BHKW', 'CONT_VKNO_i': nan, 'Z_i': '20', 'pk_i': '5397990465339071638', 'CONT_k': 'BHKW', 'CONT_VKNO_k': nan, 'Z_k': '20', 'pk_k': '5557222628687032084', 'LAYR': ['Rücklauf'], 'L': 0, 'D': '50', 'mx2Idx': 2, 'KNOT~*~*~*~IAKTIV_i': 0.0, 'KNOT~*~*~*~PDAMPF_i': 0.19919998943805695, 'KNOT~*~*~*~WALTER_i': 0.0, 'KNOT~*~*~*~P_i': 3.0, 'KNOT~*~*~*~HMAX_INST_i': 2.0, 'KNOT~*~*~*~PH_i': 2.0, 'KNOT~*~*~*~H_i': 2.0, 'KNOT~*~*~*~T_i': 60.0, 'KNOT~*~*~*~HMIN_INST_i': 2.0, 'KNOT~*~*~*~PMIN_INST_i': 3.0, 'KNOT~*~*~*~RHO_i': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_i': 3.0, 'KNOT~*~*~*~IAKTIV_k': 0.0, 'KNOT~*~*~*~PDAMPF_k': 0.19919998943805695, 'KNOT~*~*~*~WALTER_k': 0.49676936864852905, 'KNOT~*~*~*~P_k': 3.0, 'KNOT~*~*~*~HMAX_INST_k': 2.0, 'KNOT~*~*~*~PH_k': 2.0, 'KNOT~*~*~*~H_k': 2.0, 'KNOT~*~*~*~T_k': 60.0, 'KNOT~*~*~*~HMIN_INST_k': 2.0, 'KNOT~*~*~*~PMIN_INST_k': 3.0, 'KNOT~*~*~*~RHO_k': 983.7000122070312, 'KNOT~*~*~*~PMAX_INST_k': 3.0, 'Q': 2.199843720518402e-06}
print(nx.dijkstra_path(G, 'V-L', 'R-L'))
['V-L', 'V-1', 'R3', 'R-1', 'R-L']
max([d for n,d in nx.degree(G)])
4
spmtx=nx.adjacency_matrix(G) # Return type: SciPy sparse matrix
plt.spy(spmtx)
<matplotlib.lines.Line2D at 0x17a8cbde7c8>
Die Laplace-Matrix ist definiert als L:=D-A, wobei D die Gradmatrix und A die Adjazenzmatrix des Graphen bezeichnet.
spmtx=nx.laplacian_matrix(G)
plt.spy(spmtx)
<matplotlib.lines.Line2D at 0x17aadb3dec8>
nl=[n for n in G.nodes()]
A=nx.to_scipy_sparse_matrix(G)
nlo=scipy.sparse.csgraph.reverse_cuthill_mckee(A)
optnl=[nl[idx] for idx in nlo]
spmtx=nx.laplacian_matrix(G,nodelist=optnl)
plt.spy(spmtx)
<matplotlib.lines.Line2D at 0x17aad1ff5c8>
xm.delFiles()
mx.delFiles()
xmlFile=os.path.join(path,'testdata\DHNetwork.XML')
xm=Xm.Xm(xmlFile=xmlFile)
mx=xm.MxAdd()
vRSTN=xm.dataFrames['vRSTN']
rstnDiePGRPStellen=vRSTN[[
'CONT'
#,'CONT_PARENT'
,'KA'
,'BESCHREIBUNG'
,'ITYP_OBJTYPE'
,'ITYP_OBJATTR'
,'Chk'
,'ik_Chk'
# ,'OBJTYPE'
,'NAME_i'
,'NAME_k'
,'CONT_i'
# ,'TABL_Chk'
# ,'TABL'
# ,'KNOT'
# ,'RART'
# ,'RART_TYP'
,'RARTPG'
# ,'RCPL'
# ,'RCPL_KNOT1'
# ,'RCPL_KNOT2'
# ,'NAME_i_PUMP'
# ,'NAME_k_PUMP'
]].sort_values(by=['ITYP_OBJTYPE','ITYP_OBJATTR','CONT','KA'])[vRSTN['ITYP_OBJTYPE']=='PGRP']
rstnDiePGRPStellen
c:\program files (x86)\microsoft visual studio\shared\python37_64\lib\site-packages\ipykernel_launcher.py:25: UserWarning: Boolean Series key will be reindexed to match DataFrame index.
CONT | KA | BESCHREIBUNG | ITYP_OBJTYPE | ITYP_OBJATTR | Chk | ik_Chk | NAME_i | NAME_k | CONT_i | RARTPG | |
---|---|---|---|---|---|---|---|---|---|---|---|
3 | A | KA-0045 | NaN | PGRP | AKTIV | 1 | 1.0 | R-A-SS | R-A-DS-2 | A | NaN |
6 | B | KA-0057 | NaN | PGRP | AKTIV | 1 | 1.0 | R-B-SS | R-B-DS-2 | B | NaN |
10 | C | KA-0060 | NaN | PGRP | AKTIV | 1 | 1.0 | R-C-SS | R-C-DS-2 | C | NaN |
2 | A | KA-0044 | NaN | PGRP | DEAKT | 1 | 1.0 | R-A-SS | R-A-DS-2 | A | NaN |
5 | B | KA-0053 | NaN | PGRP | DEAKT | 1 | 1.0 | R-B-SS | R-B-DS-2 | B | NaN |
9 | C | KA-0059 | NaN | PGRP | DEAKT | 1 | 1.0 | R-C-SS | R-C-DS-2 | C | NaN |
rstnDiePGRPStellen[rstnDiePGRPStellen['NAME_i']=='R-A-SS']
CONT | KA | BESCHREIBUNG | ITYP_OBJTYPE | ITYP_OBJATTR | Chk | ik_Chk | NAME_i | NAME_k | CONT_i | RARTPG | |
---|---|---|---|---|---|---|---|---|---|---|---|
3 | A | KA-0045 | NaN | PGRP | AKTIV | 1 | 1.0 | R-A-SS | R-A-DS-2 | A | NaN |
2 | A | KA-0044 | NaN | PGRP | DEAKT | 1 | 1.0 | R-A-SS | R-A-DS-2 | A | NaN |
# Verbindungslinien
vREdges=xm.dataFrames['vREdges']
# Signalweg (mit Knotentyp_INFO)
G=nx.from_pandas_edgelist(vREdges, source='KnExt_Ki', target='KnExt_Kk', edge_attr=True,create_using=nx.DiGraph())
nx.shortest_path(G,'Leck_1_Ein_RSLW','KA-0008_RSTN')
['Leck_1_Ein_RSLW', 'Leck_1_Ein_RUES', 'Leck_1_VL_RLVG', 'nLeck_1_VL_RLVG', 'KA-0008_RSTN']
# Signalweg (ohne Knotentyp)
G=nx.from_pandas_edgelist(vREdges, source='Kn_Ki', target='Kn_Kk', edge_attr=True,create_using=nx.DiGraph())
nx.shortest_path(G,'Leck_1_Ein','KA-0008')
['Leck_1_Ein', 'Leck_1_VL', 'nLeck_1_VL', 'KA-0008']
G=nx.from_pandas_edgelist(vREdges, source='Kn_Ki', target='Kn_Kk', edge_attr=True,create_using=nx.Graph())
nl=[n for n in G.nodes()]
A=nx.to_scipy_sparse_matrix(G)
nlo=scipy.sparse.csgraph.reverse_cuthill_mckee(A)
optnl=[nl[idx] for idx in nlo]
spmtx=nx.laplacian_matrix(G,nodelist=optnl)
plt.spy(spmtx)
<matplotlib.lines.Line2D at 0x17aaaeb4588>
import pandas as pd
import matplotlib
import matplotlib as mpl
import matplotlib.pyplot as plt
import matplotlib.gridspec as gridspec
import matplotlib.dates as mdates
from matplotlib import colors
from matplotlib.colorbar import make_axes
from mpl_toolkits.axes_grid1 import make_axes_locatable
import numpy as np
import scipy
import networkx as nx
import re
from itertools import chain
import math
import sys
path='.'
xmlFile=os.path.join(path,'testdata\DHNetwork.XML')
xm=Xm.Xm(xmlFile=xmlFile)
mx=xm.MxAdd()
xm.ToH5()
mx.ToH5()
tStartSz=mx.df.index[0]
tEndeSz=mx.df.index[-1]
tStartSz
Timestamp('2018-04-16 00:00:00+0000', tz='UTC')
tEndeSz
Timestamp('2018-04-16 01:00:00+0000', tz='UTC')
timeSpanSz=tEndeSz-tStartSz
timeSpanSz
Timedelta('0 days 01:00:00')
tStart=tStartSz
tEnde=tEndeSz
tcData=mx.df.loc[tStart:tEnde,:]
tcData.index[0]
Timestamp('2018-04-16 00:00:00+0000', tz='UTC')
tcData.index[-1]
Timestamp('2018-04-16 01:00:00+0000', tz='UTC')
mx1DfFwesW=tcData.filter(regex='^FWES').filter(regex='W$')
mx1DfFwesW=mx1DfFwesW.reindex(sorted(mx1DfFwesW.columns),axis=1)
mx1DfFwesW.head()
FWES~R-A-DS-2~V-HKW1F~5237816858835684263~W | FWES~R-B-DS-2~V-HKWD~5175187672733343279~W | FWES~R-C-DS-2~V-HWSD~5293515137993465270~W | |
---|---|---|---|
2018-04-16 00:00:00+00:00 | 312899.90625 | 164389.734375 | 26977.619141 |
2018-04-16 00:00:00.500000+00:00 | 312898.90625 | 164388.468750 | 26977.632812 |
2018-04-16 00:00:01+00:00 | 312898.21875 | 164387.562500 | 26977.642578 |
2018-04-16 00:00:01.500000+00:00 | 312897.56250 | 164389.000000 | 26977.664062 |
2018-04-16 00:00:02+00:00 | 312897.21875 | 164389.828125 | 26977.691406 |
plt.close()
size_DINA6quer=(5.8,4.1)
plt.rc('figure',figsize=size_DINA6quer)
fig=plt.figure()
mx1DfFwesW.plot()
<AxesSubplot:>
<Figure size 417.6x295.2 with 0 Axes>
timeSumMaxMx1DfFwesW=mx1DfFwesW.sum(axis=1).idxmax()
timeSumMaxMx1DfFwesW
Timestamp('2018-04-16 00:11:08.500000+0000', tz='UTC')
timeSumMinMx1DfFwesW=mx1DfFwesW.sum(axis=1).idxmin()
timeSumMinMx1DfFwesW
Timestamp('2018-04-16 00:16:07.500000+0000', tz='UTC')
mx1DfPumpQ=tcData.filter(regex='^PUMP').filter(regex='QM$')
mx1DfPumpQ=mx1DfPumpQ.reindex(sorted(mx1DfPumpQ.columns),axis=1)
mx1DfPumpQ.head()
PUMP~R-A-SS~R-A-DS~5040653781471340703~QM | PUMP~R-B-SS~R-B-DS~4619979088006137294~QM | PUMP~R-C-SS~R-C-DS~5400942270878162150~QM | |
---|---|---|---|
2018-04-16 00:00:00+00:00 | 3538.479980 | 1852.033081 | 304.297424 |
2018-04-16 00:00:00.500000+00:00 | 3538.468506 | 1852.018921 | 304.297577 |
2018-04-16 00:00:01+00:00 | 3538.460938 | 1852.008545 | 304.297699 |
2018-04-16 00:00:01.500000+00:00 | 3538.453369 | 1852.024902 | 304.297913 |
2018-04-16 00:00:02+00:00 | 3538.449707 | 1852.034180 | 304.298218 |
plt.close()
size_DINA6quer=(5.8,4.1)
plt.rc('figure',figsize=size_DINA6quer)
fig=plt.figure()
mx1DfPumpQ.plot()
<AxesSubplot:>
<Figure size 417.6x295.2 with 0 Axes>
mx1DfPumpNy=tcData.filter(regex='^PUMP').filter(regex='N$')
mx1DfPumpNy=mx1DfPumpNy.reindex(sorted(mx1DfPumpNy.columns),axis=1)
mx1DfPumpNy.head()
PUMP~R-A-SS~R-A-DS~5040653781471340703~N | PUMP~R-B-SS~R-B-DS~4619979088006137294~N | PUMP~R-C-SS~R-C-DS~5400942270878162150~N | |
---|---|---|---|
2018-04-16 00:00:00+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:00.500000+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:01+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:01.500000+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:02+00:00 | 1475.0 | 1373.0 | 1387.0 |
mx1DfPumpWCols=[col for col in mx.df.columns.tolist()
if
re.match(Mx.reSir3sIDcompiled,col).group('NAME1') in ['wNA','wNB','wNC']
and
re.match(Mx.reSir3sIDcompiled,col).group('ATTRTYPE') in ['XA']
and
re.match(Mx.reSir3sIDcompiled,col).group('OBJTYPE') in ['RSLW']
]
mx1DfPumpNw=tcData.filter(items=mx1DfPumpWCols)
mx1DfPumpNw=mx1DfPumpNw.reindex(sorted(mx1DfPumpNw.columns),axis=1)
mx1DfPumpNw.head()
RSLW~wNA~~4991855568438544033~XA | RSLW~wNB~~4658075570394029953~XA | RSLW~wNC~~5240575308071562858~XA | |
---|---|---|---|
2018-04-16 00:00:00+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:00.500000+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:01+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:01.500000+00:00 | 1475.0 | 1373.0 | 1387.0 |
2018-04-16 00:00:02+00:00 | 1475.0 | 1373.0 | 1387.0 |
mx1DfPumpNywPairs=pd.concat([mx1DfPumpNy,mx1DfPumpNw],axis=1)
mx1DfPumpNywPairs=mx1DfPumpNywPairs.filter(items=list(chain.from_iterable(
[x for x in zip(mx1DfPumpNy.columns.tolist(),mx1DfPumpNw.columns.tolist())]
)
)
)
mx1DfPumpNywPairs.head()
PUMP~R-A-SS~R-A-DS~5040653781471340703~N | RSLW~wNA~~4991855568438544033~XA | PUMP~R-B-SS~R-B-DS~4619979088006137294~N | RSLW~wNB~~4658075570394029953~XA | PUMP~R-C-SS~R-C-DS~5400942270878162150~N | RSLW~wNC~~5240575308071562858~XA | |
---|---|---|---|---|---|---|
2018-04-16 00:00:00+00:00 | 1475.0 | 1475.0 | 1373.0 | 1373.0 | 1387.0 | 1387.0 |
2018-04-16 00:00:00.500000+00:00 | 1475.0 | 1475.0 | 1373.0 | 1373.0 | 1387.0 | 1387.0 |
2018-04-16 00:00:01+00:00 | 1475.0 | 1475.0 | 1373.0 | 1373.0 | 1387.0 | 1387.0 |
2018-04-16 00:00:01.500000+00:00 | 1475.0 | 1475.0 | 1373.0 | 1373.0 | 1387.0 | 1387.0 |
2018-04-16 00:00:02+00:00 | 1475.0 | 1475.0 | 1373.0 | 1373.0 | 1387.0 | 1387.0 |
plt.close()
size_DINA6quer=(5.8,4.1)
plt.rc('figure',figsize=size_DINA6quer)
fig=plt.figure()
mx1DfPumpNywPairs.plot()
<AxesSubplot:>
<Figure size 417.6x295.2 with 0 Axes>
mx1DfPipeLIO=tcData.filter(regex='^ROHR').filter(regex='LECKEINAUS$')
mx1DfPipeLIO=mx1DfPipeLIO.reindex(sorted(mx1DfPipeLIO.columns),axis=1)
mx1DfPipeLIO.head()
ROHR~R-1110~R-1111~4705870204270598692~LECKEINAUS | ROHR~R-1905~R-1906~5311481409516587480~LECKEINAUS | ROHR~R-3008~R-3007~5158013150991786892~LECKEINAUS | ROHR~V-1110~V-1111~5213993202286076270~LECKEINAUS | ROHR~V-1905~V-1906~5678479042185086221~LECKEINAUS | ROHR~V-3008~V-3007~5495210784952840476~LECKEINAUS | |
---|---|---|---|---|---|---|
2018-04-16 00:00:00+00:00 | 0 | 0 | 0 | 0 | 0 | 1 |
2018-04-16 00:00:00.500000+00:00 | 0 | 0 | 0 | 0 | 0 | 1 |
2018-04-16 00:00:01+00:00 | 0 | 0 | 0 | 0 | 0 | 1 |
2018-04-16 00:00:01.500000+00:00 | 0 | 0 | 0 | 0 | 0 | 1 |
2018-04-16 00:00:02+00:00 | 0 | 0 | 0 | 0 | 0 | 1 |
mx1DfPipeLQ=tcData.filter(regex='^ROHR').filter(regex='LECKMENGE$')
mx1DfPipeLQ=mx1DfPipeLQ.reindex(sorted(mx1DfPipeLQ.columns),axis=1)
mx1DfPipeLQ.head()
ROHR~R-1110~R-1111~4705870204270598692~LECKMENGE | ROHR~R-1905~R-1906~5311481409516587480~LECKMENGE | ROHR~R-3008~R-3007~5158013150991786892~LECKMENGE | ROHR~V-1110~V-1111~5213993202286076270~LECKMENGE | ROHR~V-1905~V-1906~5678479042185086221~LECKMENGE | ROHR~V-3008~V-3007~5495210784952840476~LECKMENGE | |
---|---|---|---|---|---|---|
2018-04-16 00:00:00+00:00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
2018-04-16 00:00:00.500000+00:00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
2018-04-16 00:00:01+00:00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
2018-04-16 00:00:01.500000+00:00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
2018-04-16 00:00:02+00:00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
mx1DfPipeLPairs=pd.concat([mx1DfPipeLIO,mx1DfPipeLQ],axis=1)
mx1DfPipeLPairs=mx1DfPipeLPairs.filter(items=list(chain.from_iterable(
[x for x in zip(mx1DfPipeLIO.columns.tolist(),mx1DfPipeLQ.columns.tolist())]
)
)
)
mx1DfPipeLPairs.describe()
ROHR~R-1110~R-1111~4705870204270598692~LECKEINAUS | ROHR~R-1110~R-1111~4705870204270598692~LECKMENGE | ROHR~R-1905~R-1906~5311481409516587480~LECKEINAUS | ROHR~R-1905~R-1906~5311481409516587480~LECKMENGE | ROHR~R-3008~R-3007~5158013150991786892~LECKEINAUS | ROHR~R-3008~R-3007~5158013150991786892~LECKMENGE | ROHR~V-1110~V-1111~5213993202286076270~LECKEINAUS | ROHR~V-1110~V-1111~5213993202286076270~LECKMENGE | ROHR~V-1905~V-1906~5678479042185086221~LECKEINAUS | ROHR~V-1905~V-1906~5678479042185086221~LECKMENGE | ROHR~V-3008~V-3007~5495210784952840476~LECKEINAUS | ROHR~V-3008~V-3007~5495210784952840476~LECKMENGE | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
count | 7201.0 | 7201.000000 | 7201.0 | 7201.000000 | 7201.0 | 7201.000000 | 7201.0 | 7201.000000 | 7201.0 | 7201.000000 | 7201.0 | 7201.000000 |
mean | 0.0 | 0.499931 | 0.0 | 0.499931 | 0.0 | 0.499931 | 0.0 | 0.499931 | 0.0 | 0.499931 | 1.0 | 0.499931 |
std | 0.0 | 2.179457 | 0.0 | 2.179457 | 0.0 | 2.179457 | 0.0 | 2.179457 | 0.0 | 2.179457 | 0.0 | 2.179457 |
min | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 1.0 | 0.000000 |
25% | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 1.0 | 0.000000 |
50% | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 1.0 | 0.000000 |
75% | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 0.0 | 0.000000 | 1.0 | 0.000000 |
max | 0.0 | 10.000000 | 0.0 | 10.000000 | 0.0 | 10.000000 | 0.0 | 10.000000 | 0.0 | 10.000000 | 1.0 | 10.000000 |
# effektive Leckmengen als ~LEAK = ~LECKEINAUS * ~LECKMENGE
colList=mx1DfPipeLPairs.columns.tolist()
for idx in range(0,len(colList),2):
col=colList[idx]
mo=re.match(Mx.reSir3sIDcompiled,col)
colNew=mo.group('OBJTYPE')
colNew=colNew+Mx.reSir3sIDSep+str(mo.group('NAME1'))
colNew=colNew+Mx.reSir3sIDSep+mo.group('NAME2')
colNew=colNew+Mx.reSir3sIDSep+mo.group('OBJTYPE_PK')
colNew=colNew+Mx.reSir3sIDSep+'LEAK'
mx1DfPipeLPairs[colNew]=mx1DfPipeLPairs.apply(lambda row: row[idx] * row[idx+1] , axis=1)
mx1DfPipeLeaks=mx1DfPipeLPairs.filter(regex='LEAK$')
mx1DfPipeLeaks.describe()
ROHR~R-1110~R-1111~4705870204270598692~LEAK | ROHR~R-1905~R-1906~5311481409516587480~LEAK | ROHR~R-3008~R-3007~5158013150991786892~LEAK | ROHR~V-1110~V-1111~5213993202286076270~LEAK | ROHR~V-1905~V-1906~5678479042185086221~LEAK | ROHR~V-3008~V-3007~5495210784952840476~LEAK | |
---|---|---|---|---|---|---|
count | 7201.0 | 7201.0 | 7201.0 | 7201.0 | 7201.0 | 7201.000000 |
mean | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.499931 |
std | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.179457 |
min | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
25% | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
50% | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
75% | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 |
max | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.000000 |
s=mx1DfPipeLeaks.max()
s=s[s>0]
s.index.tolist()
mx1DfPipeLeaks=mx1DfPipeLeaks.filter(items=s.index.tolist())
mx1DfPipeLeaks.head()
ROHR~V-3008~V-3007~5495210784952840476~LEAK | |
---|---|
2018-04-16 00:00:00+00:00 | 0.0 |
2018-04-16 00:00:00.500000+00:00 | 0.0 |
2018-04-16 00:00:01+00:00 | 0.0 |
2018-04-16 00:00:01.500000+00:00 | 0.0 |
2018-04-16 00:00:02+00:00 | 0.0 |
plt.close()
size_DINA6quer=(5.8,4.1)
plt.rc('figure',figsize=size_DINA6quer)
fig=plt.figure()
mx1DfPipeLeaks.plot()
<AxesSubplot:>
<Figure size 417.6x295.2 with 0 Axes>
colDct={}
for col in tcData.columns.tolist():
mo=re.match(Mx.reSir3sIDcompiled,col)
colNew=mo.group('OBJTYPE')
colNew=colNew+Mx.reSir3sIDSep+str(mo.group('NAME1'))
colNew=colNew+Mx.reSir3sIDSep+mo.group('NAME2')
#colNew=colNew+Mx.reSir3sIDSep+mo.group('OBJTYPE_PK')
colNew=colNew+Mx.reSir3sIDSep+mo.group('ATTRTYPE')
colDct[col]=colNew
df=tcData.rename(columns=colDct)
mx1DfDH=pd.concat([df['RSLW~wDH_RD_A~~XA']
,df['RMES~yDH_pRL_A~~XA']
,df['RSLW~wDH_MD_A~~XA']
,df['RADD~yDH_pMD_A~~XA']
]
, axis=1)
mx1DfDH.head()
RSLW~wDH_RD_A~~XA | RMES~yDH_pRL_A~~XA | RSLW~wDH_MD_A~~XA | RADD~yDH_pMD_A~~XA | |
---|---|---|---|---|
2018-04-16 00:00:00+00:00 | 4.2 | 4.2 | 6.7 | 6.650550 |
2018-04-16 00:00:00.500000+00:00 | 4.2 | 4.2 | 6.7 | 6.650557 |
2018-04-16 00:00:01+00:00 | 4.2 | 4.2 | 6.7 | 6.650561 |
2018-04-16 00:00:01.500000+00:00 | 4.2 | 4.2 | 6.7 | 6.650564 |
2018-04-16 00:00:02+00:00 | 4.2 | 4.2 | 6.7 | 6.650566 |
plt.close()
size_DINA6quer=(5.8,4.1)
plt.rc('figure',figsize=size_DINA6quer)
fig=plt.figure()
mx1DfDH.plot()
<AxesSubplot:>
<Figure size 417.6x295.2 with 0 Axes>
mx1DfDHQ=pd.concat([df['RMES~QDHGes~~XA']
,df['ALLG~~~LINEPACKRATE']
]
, axis=1)
mx1DfDHQ.head()
RMES~QDHGes~~XA | ALLG~~~LINEPACKRATE | |
---|---|---|
2018-04-16 00:00:00+00:00 | 0.000015 | 0.000000 |
2018-04-16 00:00:00.500000+00:00 | -0.048803 | -0.048764 |
2018-04-16 00:00:01+00:00 | -0.081231 | -0.081619 |
2018-04-16 00:00:01.500000+00:00 | -0.105192 | -0.105780 |
2018-04-16 00:00:02+00:00 | -0.119975 | -0.120017 |
mx1DfDHV=pd.concat([df['ALLG~~~LINEPACKGEOM']
]
, axis=1)
mx1DfDHV=mx1DfDHV-mx1DfDHV['ALLG~~~LINEPACKGEOM'][0]
mx1DfDHV.describe()
ALLG~~~LINEPACKGEOM | |
---|---|
count | 7201.000000 |
mean | 0.013917 |
std | 0.222991 |
min | -0.772461 |
25% | -0.023438 |
50% | 0.000000 |
75% | 0.051758 |
max | 0.846680 |
mx1DfDHV.shape
(7201, 1)
Start, Ende, Min, Max
def mxAdd(xm,mx,timeReq=None,aggReq=None,timeReq2nd=None):
xm.MxAdd(mx=mx,timeReq=timeReq,aggReq=aggReq,timeReq2nd=timeReq2nd)
vAGSN=xm.dataFrames['vAGSN']
vKNOT=xm.dataFrames['vKNOT']
vROHR=xm.dataFrames['vROHR']
vFWVB=xm.dataFrames['vFWVB']
vVBEL=xm.dataFrames['vVBEL']
vAGSN=xm.dataFrames['vAGSN']
vAGSN['PH']=vAGSN.apply(lambda row: row.P*math.pow(10.,5.)/(row.RHO*9.81),axis=1)
vAGSN['PH']=vAGSN['PH']+vAGSN['Z'].astype('float64')
zBzg=30.
vAGSN['bBzg']=vAGSN.apply(lambda row: row.RHO*9.81/math.pow(10.,5.),axis=1)
vAGSN['zBzg']= (vAGSN['Z'].astype('float64')-zBzg)*vAGSN['bBzg']
vAGSN['zBzg0']= (vAGSN['Z'].astype('float64')-0 )*vAGSN['bBzg']
vAGSN['zBzgMin']= (vAGSN['Z'].astype('float64')-vAGSN['Z'].astype('float64').min())*vAGSN['bBzg']
vAGSN['bBzg']=vAGSN['P']+vAGSN['zBzg']
hpSL=vAGSN[(vAGSN['LFDNR']=='1') & (vAGSN['Layer']==1)]
hpRL=vAGSN[(vAGSN['LFDNR']=='1') & (vAGSN['Layer']==2)]
vROHR=vROHR[(vROHR.apply(lambda x: True if x.CONT_ID == '1001' else False,axis=1))]
return vAGSN,vKNOT,vROHR,vFWVB,vVBEL,hpSL,hpRL
vAGSN_TStart,vKNOT_TStart,vROHR_TStart,vFWVB_TStart,vVBEL_TStart,hpSL_Start,hpRL_Start=mxAdd(xm,mx,timeReq=mx.df.index[0])
vAGSN_TEnde,vKNOT_TEnde,vROHR_TEnde,vFWVB_TEnde,vVBEL_TEnde,hpSL_Ende,hpRL_Ende=mxAdd(xm,mx,timeReq=mx.df.index[-1])
vAGSN_SMin,vKNOT_SMin,vROHR_SMin,vFWVB_SMin,vVBEL_SMin,hpSL_SMin,hpRL_SMin=mxAdd(xm,mx,aggReq='TMIN')
vAGSN_SMax,vKNOT_SMax,vROHR_SMax,vFWVB_SMax,vVBEL_SMax,hpSL_SMax,hpRL_SMax=mxAdd(xm,mx,aggReq='TMAX')
# besserer Weg mehrere Zeiten auf 1x zu erhalten:
xm.MxAdd(mx=mx
,aggReq=['TIME','TMIN','TMAX','TIME'] # Start, Min, Max, Ende # z.B. P P_1 P_2 P_3
,timeReq=3*[mx.df.index[0]]+[mx.df.index[-1]]
,timeReq2nd=4*[mx.df.index[-1]]
,viewList=['vAGSN','vKNOT','vROHR','vFWVB','vVBEL']
,ForceNoH5Update=True)
vAGSN=xm.dataFrames['vAGSN']
vAGSN.filter(items=['P','P_1','P_2','P_3'],axis=1).head()
P | P_1 | P_2 | P_3 | |
---|---|---|---|---|
0 | 10.304 | 9.26868 | 11.4543 | 10.3039 |
1 | 10.3202 | 9.28509 | 11.4704 | 10.3202 |
2 | 10.3202 | 9.28509 | 11.4704 | 10.3202 |
3 | 10.3107 | 9.2763 | 11.4605 | 10.3107 |
4 | 10.3107 | 9.2763 | 11.4605 | 10.3107 |
# bar
hpCSL='red'
hpCRL='blue'
# bBzg
hpCSL2='lightcoral'
hpCRL2='cornflowerblue'
hpZ='black'
# Q
hpCSL3='salmon'
hpCRL3='lightsteelblue'
# bar Min/Max
hpCSLMax='mediumvioletred'
hpCSLMin='palevioletred'
hpCRLMax='darkcyan'
hpCRLMin='aqua'
# Linienattribute für Paare von Linien
lwThick=mpl.rcParams['lines.linewidth']*2 # zuerst gezeichnete Linie (hell)
lsThin='--' # danach gezeichnete Linie (dunkel)
# fuer A,B,C: Auswahl aus konstruierten Tönen
ntcCat=10
ntcCatSub=3
tcCm=Rm.pltMakeCategoricalCmap(catagoryColors=[idx for idx in range(ntcCat)],nOfSubCatsReq=ntcCatSub)
catA=0 # blau
catB=1 # orange
catC=2 # grün
catFromIdx={}
catFromIdx[0]=catA
catFromIdx[1]=catB
catFromIdx[2]=catC
# DH: RD,MD,VD:
tcC_SL=plt.get_cmap("tab20b").colors[3*4+2]
tcC_RL=plt.get_cmap("tab20b").colors[0*4+2]
tcC_ML=plt.get_cmap("tab20b").colors[4*4+2]
tcC_SLl=plt.get_cmap("tab20b").colors[3*4+3]
tcC_RLl=plt.get_cmap("tab20b").colors[0*4+3]
tcC_MLl=plt.get_cmap("tab20b").colors[4*4+3]
# DH: RD,MD-Paare: Sequenzen
tcC_XL=[tcC_RLl,tcC_RL,tcC_MLl,tcC_ML]
tcLs_XL=[mpl.rcParams['lines.linestyle'],lsThin,mpl.rcParams['lines.linestyle'],lsThin]
tcLw_XL=[lwThick,mpl.rcParams['lines.linewidth'],lwThick,mpl.rcParams['lines.linewidth']]
# DH: Q,Linepackrate:
tcC_QDH=plt.get_cmap("tab20b").colors[2*4+0]
tcC_QLPRate=plt.get_cmap("tab20b").colors[2*4+3]
# DH: Q,Linepackrate-Paar: Sequenz
tcC_DH=[tcC_QDH,tcC_QLPRate]
tcLs_DH=[mpl.rcParams['lines.linestyle'],lsThin]
tcLw_DH=[lwThick,mpl.rcParams['lines.linewidth']]
# DH: V
tcC_VDH=plt.get_cmap("tab20b").colors[1*4+2]
# 2 Zeiten auswählen
time1=timeSumMaxMx1DfFwesW
time2=timeSumMinMx1DfFwesW
# Ergebnisse für die 2 Zeiten holen
vAGSN_T1,vKNOT_T1,vROHR_T1,vFWVB_T1,vVBEL_T1,hpSL_T1,hpRL_T1=mxAdd(xm,mx,timeReq=time1)
vAGSN_T2,vKNOT_T2,vROHR_T2,vFWVB_T2,vVBEL_T2,hpSL_T2,hpRL_T2=mxAdd(xm,mx,timeReq=time2)
# Ref/Cmp zuordnen
timeRef=time1
timeCmp=time2
hpSLRef=hpSL_T1
hpRLRef=hpRL_T1
hpSLCmp=hpSL_T2
hpRLCmp=hpRL_T2
vROHRRef=vROHR_T1
vROHRCmp=vROHR_T2
vROHR_NFD=pd.merge(vROHRRef
,hpRLRef[hpRLRef.IptIdx=='S']
,how='left'
,left_on='pk'
,right_on='OBJID'
,suffixes=('','_AGSN')).filter(items=vROHRRef.columns.tolist()+['OBJID'])
plt.close()
size_DINA3quer=(16.5, 11.7)
plt.rc('figure',figsize=size_DINA3quer)
plt.rc('figure',dpi=72)
plt.rc('savefig',dpi=72*2)
fig=plt.figure()
# .............................................................
# Paramtrierung
# .............................................................
# links: 1 NFD und 1 NDD
# .............................................................
# links nimmt die ganz linke Hälfte des Dashboards ein
leftTileRight=0.5
# rechts: 3 ZKs
# .............................................................
# rechts nimmt die ganz linke Hälfte des Dashboards ein
rightTileStart=1-leftTileRight
# allerdings wird Platz für die y-Achsen benötigt
rightTileYAxisXSpace=0.125
rightTileStart=rightTileStart+rightTileYAxisXSpace
rightTileH_pad=0.5
# x-Achse
#majLocator=mdates.MinuteLocator(interval=5)
majLocator=mdates.MinuteLocator(byminute=[0,5,10,15,20,25,30,35,40,45,50,55])
majFormatter=mdates.DateFormatter('%d.%m.%y: %H:%M')
# .............................................................
# links: 1 NFD und 1 NDD
# .............................................................
gs1 = gridspec.GridSpec(2, 1)
axNfd = fig.add_subplot(gs1[0])
axHp = fig.add_subplot(gs1[1])
gs1.tight_layout(fig, rect=[0, 0, leftTileRight, 1])
#rect : if rect is given, it is interpreted as a rectangle
#(left, bottom, right, top) in the normalized figure coordinate that the whole subplots area (including labels) will fit into
# .............................................................
# NFD
# .............................................................
Rm.Rm.pltNetPipes(vROHR_NFD
,query="CONT_ID == '1001'"
,fmask=lambda row: True if row.KVR_i=='2' and row.KVR_k=='2' else False
,pAx=axNfd
,pAttributeFunc=lambda row: math.fabs(row['ROHR~*~*~*~QMAV'])
,pAttributeColorMapMin=0.
,pAttributeColorMapMax=1600.
,CBLabel='Q [t/h]'
,sort_values_by=['pAttributeFunc']
,sort_values_ascending=True
,pAttributeColorMapFmask=lambda row: True if not pd.isnull(row.OBJID) else False
,pAttributeColorMap2ndFmask=lambda row: True if pd.isnull(row.OBJID) else False
,pAttributeColorMap2ndUsageStart=1./4. # nicht zu weiß
,pAttributeColorMap2ndUsageEnd=1./2. # nicht zu schwarz
)
# .............................................................
# HP
# .............................................................
# (negativer) Abstand der 2. y-Achse von der Zeichenfläche
yTwinedAxesPosDeltaHP=-0.100
axHp.set_ylabel('p [bar]')
axHp.set_ylim(0,16)
axHp.set_yticks(np.arange(0, 16.1, 1))
axHp.plot(hpSLRef['x'],hpSLRef['bBzg'],color=hpCSL2)
axHp.plot(hpRLRef['x'],hpRLRef['bBzg'],color=hpCRL2)
axHp.plot(hpSLRef['x'],hpSLRef['zBzgMin'],color=hpZ,ls='--')
axHp.plot(hpSLRef['x'],hpSLRef['P'],color=hpCSL)
axHp.plot(hpRLRef['x'],hpRLRef['P'],color=hpCRL)
hpSLRef = hpSLRef.apply(pd.to_numeric, errors='ignore')
hpSLCmp = hpSLCmp.apply(pd.to_numeric, errors='ignore')
axHp.fill_between(hpSLRef['x'], hpSLRef['P'], hpSLCmp['P'], color='grey', alpha=0.5)
hpRLRef = hpRLRef.apply(pd.to_numeric, errors='ignore')
hpRLCmp = hpRLCmp.apply(pd.to_numeric, errors='ignore')
axHp.fill_between(hpRLRef['x'], hpRLRef['P'], hpRLCmp['P'], color='grey', alpha=0.5)
axHp.plot(hpSL_SMax['x'],hpSL_SMax['P'],color=hpCSLMax,ls='--')
axHp.plot(hpSL_SMin['x'],hpSL_SMin['P'],color=hpCSLMin,ls='--')
axHp.plot(hpRL_SMax['x'],hpRL_SMax['P'],color=hpCRLMax,ls='--')
axHp.plot(hpRL_SMin['x'],hpRL_SMin['P'],color=hpCRLMin,ls='--')
# x-Achse
ax=axHp
axHp.set_xlim(0,23000)
axHp.set_xticks(np.arange(0, 23000.1, 1000))
plt.setp(ax.xaxis.get_majorticklabels(),rotation='vertical',ha='center')
ax.grid()
# 2. y-Achse
axHp_2nd = axHp.twinx()
axHp_2nd.spines["left"].set_position(("axes", yTwinedAxesPosDeltaHP))
Rm.pltMakePatchSpinesInvisible(axHp_2nd)
axHp_2nd.spines['left'].set_visible(True)
axHp_2nd.yaxis.set_label_position('left')
axHp_2nd.yaxis.set_ticks_position('left')
axHp_2nd.set_ylabel('Q [t/h]')
axHp_2nd.set_ylim(-1600,1600)
axHp_2nd.set_yticks(np.arange(-1600, 1600.1, 200))
axHp_2nd.plot(hpRLRef['x'],hpRLRef['Q'],color=hpCRL3,ls='-')
axHp_2nd.fill_between(hpRLRef['x'], hpRLRef['Q'], hpRLCmp['Q'], color='mediumslateblue', alpha=0.5)
# .............................................................
# rechts: 3 ZKs
# .............................................................
gs2 = gridspec.GridSpec(3, 1)
axTcUp = fig.add_subplot(gs2[0])
axTcMi = fig.add_subplot(gs2[1])
axTcBo = fig.add_subplot(gs2[2])
gs2.tight_layout(fig, rect=[rightTileStart, 0, 1, 1], h_pad=rightTileH_pad)
#pad : float
#padding between the figure edge and the edges of subplots, as a fraction of the font-size
#h_pad, w_pad : float
#padding (height/width) between edges of adjacent subplots
# (negativer) Abstand der 2. y-Achse von der Zeichenfläche
yTwinedAxesPosDelta=-0.175
# .............................................................
# oberste ZK
# .............................................................
axTcUp.stackplot(mx1DfFwesW.index.values #x
,np.row_stack([mx1DfFwesW[col].values for col in mx1DfFwesW.columns.tolist()]) #y
,colors=[tcCm.colors[catA*ntcCatSub+0],tcCm.colors[catB*ntcCatSub+0],tcCm.colors[catC*ntcCatSub+0]]
,labels=['A','B','C']
)
axTcUp.set_ylabel('W [MW]')
axTcUp.set_ylim(200000,600000)
axTcUp.set_yticks(np.arange(200000, 600001, 100000))
axTcUp.set_yticklabels(["{0:2.0f}".format(x) for x in np.arange(20, 60.1,10)])
# x-Achse
ax=axTcUp
ax.xaxis.set_major_locator(majLocator)
ax.xaxis.set_major_formatter(majFormatter)
plt.setp(ax.xaxis.get_majorticklabels(),rotation='vertical',ha='center')
ax.grid()
# wg. der x-Achse (nur in der obersten ZK) muss der eigentliche Zeichenbereich verkleinert werden
pos1 = ax.get_position()
pos2 = [pos1.x0, pos1.y0+0.10, pos1.width, pos1.height * 0.65]
ax.set_position(pos2)
# .............................................................
# mittlere ZK
# .............................................................
# Bsp. Plot mit pltTC
yAxes,yLines,vLines,yLinesLegendLabels=Rm.Rm.pltTC(pd.concat([mx1DfPumpNywPairs,mx1DfPumpQ],axis=1)
,tcLines={
'RSLW~wNA~~XA'
:{'label':'RSLW~wNA~~XA'
,'forceYType':'N'
,'color':tcCm.colors[catFromIdx[0]*ntcCatSub+ntcCatSub-1]
,'linestyle':'-'
,'linewidth':lwThick}
,'PUMP~R-A-SS~R-A-DS~N'
:{'label':'PUMP~R-A-SS~R-A-DS~N','color':tcCm.colors[catFromIdx[0]*ntcCatSub+0]
,'linestyle':lsThin}
,'RSLW~wNB~~XA'
:{'label':'RSLW~wNB~~XA'
,'forceYType':'N'
,'color':tcCm.colors[catFromIdx[1]*ntcCatSub+ntcCatSub-1]
,'linestyle':'-'
,'linewidth':lwThick}
,'PUMP~R-B-SS~R-B-DS~N'
:{'label':'PUMP~R-B-SS~R-B-DS~N','color':tcCm.colors[catFromIdx[1]*ntcCatSub+0]
,'linestyle':lsThin}
,'RSLW~wNC~~XA'
:{'label':'RSLW~wNC~~XA'
,'forceYType':'N'
,'color':tcCm.colors[catFromIdx[2]*ntcCatSub+ntcCatSub-1]
,'linestyle':'-'
,'linewidth':lwThick}
,'PUMP~R-C-SS~R-C-DS~N'
:{'label':'PUMP~R-C-SS~R-C-DS~N','color':tcCm.colors[catFromIdx[2]*ntcCatSub+0]
,'linestyle':lsThin}
,'PUMP~R-A-SS~R-A-DS~QM'
:{'label':'PUMP~R-A-SS~R-A-DS~QM','color':tcCm.colors[catFromIdx[0]*ntcCatSub+0]
,'linestyle':lsThin}
,'PUMP~R-B-SS~R-B-DS~QM'
:{'label':'PUMP~R-B-SS~R-B-DS~QM','color':tcCm.colors[catFromIdx[1]*ntcCatSub+0]
,'linestyle':lsThin}
,'PUMP~R-C-SS~R-C-DS~QM'
:{'label':'PUMP~R-C-SS~R-C-DS~QM','color':tcCm.colors[catFromIdx[2]*ntcCatSub+0]
,'linestyle':lsThin}
}
,pAx=axTcMi
,majLocator=majLocator
,majFormatter=majFormatter
,xTicksLabelsOff=True
,yTwinedAxesPosDeltaHPStart=0
,yTwinedAxesPosDeltaHP=-0.175
,lOff=True
)
yAxes['N'].set_ylabel('N [rpm]')
yAxes['N'].set_ylim(1250,1650)
yAxes['N'].set_yticks(np.arange(1250, 1651, 50))
yAxes['QM'].set_ylabel('Q [t/h]')
yAxes['QM'].set_ylim(0,4000)
yAxes['QM'].set_yticks(np.arange(0, 4001, 500))
# .............................................................
# untere ZK
# .............................................................
axTcBo.set_ylabel('p [bar]')
axTcBo.set_ylim(4,8)
axTcBo.set_yticks(np.arange(4, 8.1, .4))
for idx,col in enumerate(mx1DfDH.columns.tolist()):
line,=axTcBo.plot(mx1DfDH.index.values,mx1DfDH[col]
,color= tcC_XL[idx]
,ls=tcLs_XL[idx]
,lw=tcLw_XL[idx]
)
ax=axTcBo
ax.xaxis.set_major_locator(majLocator)
ax.xaxis.set_major_formatter(majFormatter)
ax.set_xticklabels([])
ax.grid()
# x-Achsenbeschriftung ausschalten
for tic in ax.xaxis.get_major_ticks():
tic.tick1On = tic.tick2On = False
# 2. y-Achse
axTcBo_2nd = axTcBo.twinx()
axTcBo_2nd.spines["left"].set_position(("axes", yTwinedAxesPosDelta))
Rm.pltMakePatchSpinesInvisible(axTcBo_2nd)
axTcBo_2nd.spines['left'].set_visible(True)
axTcBo_2nd.yaxis.set_label_position('left')
axTcBo_2nd.yaxis.set_ticks_position('left')
axTcBo_2nd.set_ylabel('Q [t/h]')
axTcBo_2nd.set_ylim(-100,100)
axTcBo_2nd.set_yticks(np.arange(-100, 101, 20))
for idx,col in enumerate(mx1DfDHQ.columns.tolist()):
line,=axTcBo_2nd.plot(mx1DfDHQ.index.values,mx1DfDHQ[col]
,color= tcC_DH[idx]
,ls=tcLs_DH[idx]
,lw=tcLw_DH[idx]
)
# x-Achsenbeschriftung ausschalten
ax=axTcBo_2nd
ax.xaxis.set_major_locator(majLocator)
ax.xaxis.set_major_formatter(majFormatter)
plt.setp(ax.xaxis.get_majorticklabels(),rotation='vertical',ha='center')
ax.set_xticklabels([])
ax.grid()
for tic in ax.xaxis.get_major_ticks():
tic.tick1On = tic.tick2On = False
# 3. y-Achse
axTcBo_3rd = axTcBo.twinx()
axTcBo_3rd.spines["left"].set_position(("axes", yTwinedAxesPosDelta*2))
Rm.pltMakePatchSpinesInvisible(axTcBo_3rd)
axTcBo_3rd.spines['left'].set_visible(True)
axTcBo_3rd.yaxis.set_label_position('left')
axTcBo_3rd.yaxis.set_ticks_position('left')
axTcBo_3rd.set_ylabel('dV [(N)m3]')
axTcBo_3rd.set_ylim(-1,1)
axTcBo_3rd.set_yticks(np.arange(-1, 1.1, .2))
line,=axTcBo_3rd.plot(mx1DfDHV.index.values,mx1DfDHV['ALLG~~~LINEPACKGEOM']
,color= tcC_VDH
,ls='-.'
)
# x-Achsenbeschriftung ausschalten
ax=axTcBo_3rd
ax.xaxis.set_major_locator(majLocator)
ax.xaxis.set_major_formatter(majFormatter)
plt.setp(ax.xaxis.get_majorticklabels(),rotation='vertical',ha='center')
ax.set_xticklabels([])
ax.grid()
for tic in ax.xaxis.get_major_ticks():
tic.tick1On = tic.tick2On = False
# Zeitcursor für 2 Zeiten in allen ZKs darstellen
axLst=[axTcUp,axTcMi,axTcBo]
for ax in axLst:
vLinePlotted=ax.axvline(x=timeRef, ymin=0, ymax=1
,label='Zeit 1'
,color='dimgrey'
# ,linestyle=linestyle
# ,linewidth=linewidth
)
vLinePlotted=ax.axvline(x=timeCmp, ymin=0, ymax=1
,label='Zeit 2'
,color='dimgrey'
,linestyle='--'
# ,linewidth=linewidth
)
plt.savefig('Dashboard.pdf',format='pdf',bbox_inches='tight')#,pad_inches=2)
c:\program files (x86)\microsoft visual studio\shared\python37_64\lib\site-packages\ipykernel_launcher.py:126: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.
# wieder 1. Zeit
mx=xm.MxAdd()
vROHR=xm.dataFrames['vROHR']
vROHR.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 1678 entries, 0 to 1677 Data columns (total 84 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 BESCHREIBUNG 0 non-null object 1 IDREFERENZ 1678 non-null object 2 BAUJAHR 1678 non-null object 3 HAL 1678 non-null object 4 IPLANUNG 1678 non-null object 5 KENNUNG 1678 non-null object 6 L 1678 non-null object 7 LZU 1678 non-null object 8 RAU 1678 non-null object 9 ZAUS 1678 non-null object 10 ZEIN 1678 non-null object 11 ZUML 1678 non-null object 12 JLAMBS 1678 non-null object 13 LAMBDA0 1678 non-null object 14 ASOLL 1678 non-null object 15 INDSCHALL 1678 non-null object 16 NAME_i_2L 1678 non-null object 17 NAME_k_2L 1678 non-null object 18 KVR 1678 non-null object 19 AUSFALLZEIT 1674 non-null object 20 DA 1674 non-null object 21 DI 1678 non-null object 22 DN 1678 non-null object 23 KT 1678 non-null object 24 PN 1674 non-null object 25 REHABILITATION 1674 non-null object 26 REPARATUR 1674 non-null object 27 S 1678 non-null object 28 WSTEIG 0 non-null object 29 WTIEFE 0 non-null object 30 LTGR_NAME 1678 non-null object 31 LTGR_BESCHREIBUNG 1678 non-null object 32 SICHTBARKEIT 1678 non-null object 33 VERLEGEART 1678 non-null object 34 DTRO_NAME 1678 non-null object 35 DTRO_BESCHREIBUNG 1678 non-null object 36 E 1678 non-null object 37 fkSTRASSE 1678 non-null object 38 fkSRAT 1678 non-null object 39 pk 1678 non-null object 40 tk 1678 non-null object 41 IRTRENN 1678 non-null object 42 LECKSTART 1678 non-null object 43 LECKEND 1678 non-null object 44 LECKMENGE 1678 non-null object 45 LECKORT 1678 non-null object 46 LECKSTATUS 1678 non-null object 47 QSVB 1678 non-null object 48 ZVLIMPTNZ 1678 non-null object 49 KANTENZV 1678 non-null object 50 CONT 1678 non-null object 51 CONT_ID 1678 non-null object 52 CONT_LFDNR 1678 non-null object 53 NAME_i 1678 non-null object 54 KVR_i 1678 non-null object 55 TM_i 1678 non-null object 56 XKOR_i 1678 non-null object 57 YKOR_i 1678 non-null object 58 ZKOR_i 1678 non-null object 59 NAME_k 1678 non-null object 60 KVR_k 1678 non-null object 61 TM_k 1678 non-null object 62 XKOR_k 1678 non-null object 63 YKOR_k 1678 non-null object 64 ZKOR_k 1678 non-null object 65 pXCor_i 1678 non-null float64 66 pYCor_i 1678 non-null float64 67 pXCor_k 1678 non-null float64 68 pYCor_k 1678 non-null float64 69 pXCors 1678 non-null object 70 pYCors 1678 non-null object 71 pWAYPXCors 1678 non-null object 72 pWAYPYCors 1678 non-null object 73 WAYP 1678 non-null object 74 mx2NofPts 1678 non-null int64 75 mx2Idx 1678 non-null int64 76 ROHR~*~*~*~PHR 1678 non-null float64 77 ROHR~*~*~*~QMAV 1678 non-null float64 78 ROHR~*~*~*~VAV 1678 non-null float64 79 ROHR~*~*~*~IAKTIV 1678 non-null float64 80 ROHR~*~*~*~VI 1678 non-null float64 81 ROHR~*~*~*~VK 1678 non-null float64 82 ROHR~*~*~*~QMI 1678 non-null float64 83 ROHR~*~*~*~QMK 1678 non-null float64 dtypes: float64(12), int64(2), object(70) memory usage: 1.1+ MB
vKNOT=xm.dataFrames['vKNOT']
vKNOTexp=xm.vKNOTexpEBES()
import re
qsCols=[col for col in vKNOTexp.columns.tolist() if re.search('^qs_',col) != None]
qsCols
['qs_1_A', 'qs_2_B', 'qs_3_C']
qsInfCols=[col for col in vKNOTexp.columns.tolist() if re.search('^qs[a-zA-Z0-9]+',col) != None]
qsInfCols
['qsStr', 'qsigStr', 'qs100', 'qsSUM', 'qsA', 'qsNotA', 'qsARank', 'qsAnzKnoten', 'qsAnzFwvb', 'qsFWVB~*~*~*~W', 'qsFWVB~*~*~*~QM', 'qsRank', 'qsRankAnzKnoten', 'qsRankAnzFwvb', 'qsRankFWVB~*~*~*~W', 'qsigAnzKnoten', 'qsigAnzFwvb', 'qsigFWVB~*~*~*~W', 'qsigFWVB~*~*~*~QM', 'qsigRank', 'qsigRankAnzKnoten', 'qsigRankAnzFwvb', 'qsigRankFWVB~*~*~*~W', 'qsigqsRankFWVB~*~*~*~W']
vROHRexp=xm.vROHRexpEBES(vKNOTexp)
vROHRexp.shape
(1678, 116)
vROHR.shape
(1678, 84)
vROHRexp['QAbs']=vROHRexp.apply(lambda row: math.fabs(row['ROHR~*~*~*~QMAV']),axis=1)
vROHRexp=vROHRexp[vROHRexp['KVR']=='1']
grpObj=vROHRexp.groupby(by=['qsigRank'],as_index=False)
d={col:'min' for col in ['qsigStr','qs_1_A','qs_2_B','qs_3_C']}
d.update({'qsigFWVB~*~*~*~W':'min'})
d.update({'qsigRank_sumL':'min'})
df=grpObj.agg(d).sort_values(by=['qsigRank'],ascending=True)
df
qsigRank | qsigStr | qs_1_A | qs_2_B | qs_3_C | qsigFWVB~*~*~*~W | qsigRank_sumL | |
---|---|---|---|---|---|---|---|
0 | 1 | 110 | 6 | 1 | 0 | 184808.094287 | 51231.5221 |
1 | 2 | 100 | 100 | 0 | 0 | 182003.496285 | 36761.2302 |
2 | 3 | 011 | 0 | 67 | 33 | 2193.001324 | 259.7644 |
3 | 4 | 010 | 0 | 100 | 0 | 92497.685748 | 37422.8914 |
4 | 5 | 001 | 0 | 0 | 100 | 25188.929832 | 7278.5539 |
df[df['qsigStr']=='100']['qsigFWVB~*~*~*~W'].iloc[0]
182003.49628543854
plt.close()
size_DINA3quer=(16.5, 11.7)
dpiSize=72
fig=plt.figure(figsize=size_DINA3quer,dpi=dpiSize)
gs = gridspec.GridSpec(1, 1)
# ---
#
axNfd = fig.add_subplot(gs[0])
Rm.Rm.pltNetPipes(vROHRexp
,query="CONT_ID == '1001'"
,fmask=lambda row: True if row.KVR_i=='1' and row.KVR_k=='1' else False
,pAx=axNfd
,pAttribute='qsA'
,pAttributeColorMapFmask=lambda row: True if row.qsA >0 else False
,pAttributeColorMap2ndFmask=lambda row: True if row.qsA <=0 else False # da A 0 ist wird nur 1 Farbwert verwendet;
# ... keine Unterscheidung zwischen von A nicht versorgten und gar nicht versorgten
,pAttrLineSize='QAbs'
,sort_values_by=['QAbs']
,sort_values_ascending=True
,pAttrLineSizeFactor=3*1./(vROHRexp['QAbs'].std()*2.)
,pAttributeColorMap2ndUsageStart=1./3
,CBBinTicks=21
,CBLabel='Versorgung durch A in %'
)
txt=axNfd.set_title('EB von EG A (nicht durch EG A oder gar nicht von EGn versorgte: grau)')
gs.tight_layout(fig)
plt.show()
# dasselbe mit einer diskreten CM die eine explizite Aussage trifft was magenta und was cyan sein soll
cmap = matplotlib.colors.ListedColormap(np.vstack(
(
Rm.pltMakeCategoricalColors(list(matplotlib.colors.to_rgb('cyan')),nOfSubColorsReq=5,reversedOrder=False),
Rm.pltMakeCategoricalColors(list(matplotlib.colors.to_rgb('magenta')),nOfSubColorsReq=15,reversedOrder=True)
)
))
plt.close()
size_DINA3quer=(16.5, 11.7)
dpiSize=72
fig=plt.figure(figsize=size_DINA3quer,dpi=dpiSize)
gs = gridspec.GridSpec(1, 1)
# ---
#
axNfd = fig.add_subplot(gs[0])
Rm.Rm.pltNetPipes(vROHRexp
,query="CONT_ID == '1001'"
,fmask=lambda row: True if row.KVR_i=='1' and row.KVR_k=='1' else False
,pAx=axNfd
,pAttribute='qsA'
,pAttributeColorMap=cmap
,pAttributeColorMapFmask=lambda row: True if row.qsA >0 else False
,pAttributeColorMap2ndFmask=lambda row: True if row.qsA <=0 else False # da A 0 ist wird nur 1 Farbwert verwendet;
# ... keine Unterscheidung zwischen von A nicht versorgten und gar nicht versorgten
,pAttrLineSize='QAbs'
,sort_values_by=['QAbs']
,sort_values_ascending=True
,pAttrLineSizeFactor=3*1./(vROHRexp['QAbs'].std()*2.)
,pAttributeColorMap2ndUsageStart=1./3
,CBBinTicks=21
,CBLabel='Versorgung durch A in %'
)
txt=axNfd.set_title('EB von EG A (nicht durch EG A oder gar nicht von EGn versorgte: grau)')
gs.tight_layout(fig)
plt.show()
# diskrete CM für die QSIGs vorbelegen
# ------------------------------------
# Anz. EGn
anzEG=len(qsCols)
anzQSIG_moeglich=int(math.pow(2,anzEG))
# kont. CM ist Ausgangsbasis
cMap=plt.cm.get_cmap('jet') # kont.: hasattr(cMap,'from_list')
# Farben
randOffset=.3
cmQSIG=cMap.from_list('cmQSIG'
, cMap(np.linspace(0+randOffset, 1-randOffset, anzQSIG_moeglich))
, anzQSIG_moeglich)
plt.close()
size_DINA6quer=(5.8,4.1)
fig, ax = plt.subplots(figsize=size_DINA6quer)
fig.subplots_adjust(bottom=0.5)
norm=matplotlib.colors.Normalize(vmin=0, vmax=anzQSIG_moeglich)
cb=matplotlib.colorbar.ColorbarBase(ax, cmap=cmQSIG,norm=norm,orientation='horizontal')
cb.set_label('so viele Farben wie mögliche QSIGen')
plt.show()
# einzelne Farben darin ersetzen
def f(cMap,idxCol,newCol):
colors=cMap(np.arange(cMap.N,dtype=int)) # alle Farben
newCol=list(matplotlib.colors.to_rgb(newCol))
newCol.extend([1.])
colors[idxCol]=newCol
return matplotlib.colors.ListedColormap(colors)
# Farbe der 0-Einspeisergruppe festlegen
ZColor='lightgray'
cmQSIG=f(cmQSIG,int('000',2),ZColor)
# Farbe der 1-Einspeisergruppe festlegen
ZColor='darkgray'
cmQSIG=f(cmQSIG,int('111',2),ZColor)
# Farbe der A-Einspeisergruppe festlegen -1.
AColColor='magenta'#'mediumorchid'
cmQSIG=f(cmQSIG,int('100',2),AColColor)
# 2.
NAColor='orange'
cmQSIG=f(cmQSIG,int('010',2),NAColor)
# 3.
cmQSIG=f(cmQSIG,int('001',2),'r')
plt.close()
size_DINA6quer=(5.8,4.1)
fig, ax = plt.subplots(figsize=size_DINA6quer)
fig.subplots_adjust(bottom=0.5)
norm=matplotlib.colors.Normalize(vmin=0, vmax=anzQSIG_moeglich)
cb=matplotlib.colorbar.ColorbarBase(ax, cmap=cmQSIG,norm=norm,orientation='horizontal')
cb.set_label('so viele Farben wie mögliche QSIGen')
plt.show()
vROHRexp['qsigInt']=vROHRexp.apply(lambda row: int(row.qsigStr,2) ,axis=1)
vROHRexp['qsigInt'].unique() # der Wertebereich ist weder zwingend lückenlos,
#noch hat er zwingend soviele Ausprägungen wie die CM Farben hat
array([4, 2, 6, 1, 3], dtype=int64)
import numpy as np
plt.close()
size_DINA3quer=(16.5, 11.7)
dpiSize=72
fig=plt.figure(figsize=size_DINA3quer,dpi=dpiSize)
gs = gridspec.GridSpec(1, 1)
# ---
#
axNfd = fig.add_subplot(gs[0])
Rm.Rm.pltNetPipes(vROHRexp
,query="CONT_ID == '1001'"
,fmask=lambda row: True if row.KVR_i=='1' and row.KVR_k=='1' else False
,pAx=axNfd
,pAttributeColorMap=cmQSIG
,pAttribute='qsigInt'
,CBBinBounds=[idx for idx in range(anzQSIG_moeglich+1)]
,pAttrLineSize='QAbs'
,sort_values_by=['QAbs']
,sort_values_ascending=True
,pAttrLineSizeFactor=3*1./(vROHRexp['QAbs'].std()*2.)
# es werden so viele Ticks generiert wie Bounds Einträge hat - 1 mehr als Anzahl Farben
# wir wollen weniger Ticks (so viele wie Anzahl Farben) und diese in der Mitte
,CBTicks=[idx+.5 for idx in range(anzQSIG_moeglich)]
,CBTickLabels=["{0:b}".format(idx).zfill(anzEG) for idx in range(anzQSIG_moeglich)]
,CBLabel='QSIG'
)
txt=axNfd.set_title('Quellsignatur ABC (alle Signaturen in Farbskala)')
gs.tight_layout(fig)
plt.show()
# nur die Farben holen, welche vorkommen
# alle Farben holen, welche die cmap hat
ccolors = plt.get_cmap(cmQSIG)(np.arange(plt.get_cmap(cmQSIG).N,dtype=int))
# die gewuenschten Farben extrahieren
QSIGBzLst=sorted([int(idx,2) for idx in vROHRexp['qsigStr'].unique()])
ccolors=[ccolors[idx] for idx in QSIGBzLst]
cmQSIGBz = matplotlib.colors.ListedColormap(ccolors)
QSIGBzLst
[1, 2, 3, 4, 6]
plt.close()
size_DINA6quer=(5.8,4.1)
fig, ax = plt.subplots(figsize=size_DINA6quer)
fig.subplots_adjust(bottom=0.5)
norm=matplotlib.colors.Normalize(vmin=0, vmax=len(QSIGBzLst))
cb=matplotlib.colorbar.ColorbarBase(ax, cmap=cmQSIGBz,norm=norm,orientation='horizontal')
cb.set_label('so viele Farben wie vorkommende QSIGen')
plt.show()
QSIGBzLstIdx=[idx for idx in range(len(QSIGBzLst))]
QSIGBzLstIdx
[0, 1, 2, 3, 4]
vROHRexp['qsigIntBzIdx']=vROHRexp.apply(lambda row: QSIGBzLst.index(row.qsigInt) ,axis=1)
vROHRexp['qsigIntBzIdx'].unique()
# der Wertebereich ist jetzt lückenlos und hat soviele voneinander verschiedene Ausprägungen wie die CM Farben hat
array([3, 1, 4, 0, 2], dtype=int64)
plt.close()
size_DINA3quer=(16.5, 11.7)
dpiSize=72
fig=plt.figure(figsize=size_DINA3quer,dpi=dpiSize)
gs = gridspec.GridSpec(1, 1)
ticksLabels=["{0:b}".format(QSIGBzLst[idx]).zfill(anzEG) for idx in range(plt.get_cmap(cmQSIGBz).N)]
# ---
#
axNfd = fig.add_subplot(gs[0])
Rm.Rm.pltNetPipes(vROHRexp
,query="CONT_ID == '1001'"
,fmask=lambda row: True if row.KVR_i=='1' and row.KVR_k=='1' else False
,pAx=axNfd
,pAttributeColorMap=cmQSIGBz
,pAttribute='qsigIntBzIdx'
,CBBinBounds=[idx for idx in range(len(vROHRexp['qsigIntBzIdx'].unique())+1)]
,pAttrLineSize='QAbs'
,sort_values_by=['QAbs']
,sort_values_ascending=True
,pAttrLineSizeFactor=3*1./(vROHRexp['QAbs'].std()*2.)
# es werden so viele Ticks generiert wie Bounds Einträge hat - 1 mehr als Anzahl Farben
# wir wollen weniger Ticks (so viele wie Anzahl Farben) und diese in der Mitte
,CBTicks=[idx+.5 for idx in range(len(vROHRexp['qsigIntBzIdx'].unique()))]
,CBTickLabels=["dummy" for idx in range(len(vROHRexp['qsigIntBzIdx'].unique()))]
,CBLabel='QSIG'
)
txt=axNfd.set_title('Quellsignatur ABC (nur vorkommende Signaturen in Farbskala)')
ax = plt.gca()
#print(ax.get_yticks())
#print(ax.get_yticklabels())
newTickLabels=len(vROHRexp['qsigIntBzIdx'].unique())*[""]
df=vROHRexp[['qsigIntBzIdx','qsigStr','qsigRank_L','qsigRank_sumL']].drop_duplicates().reset_index()
for index, row in df.iterrows():
idx2=row['qsigIntBzIdx']
qsigStr=row['qsigStr']
newTickLabels[idx2]=qsigStr
ax.set_yticklabels(newTickLabels,rotation=90,va='center',ha='left')
gs.tight_layout(fig)
plt.show()
Version-String in conf.py and setup.py
sphinx-build -b html . _build
sphinx-build -b latex . _build
in _build:
pdflatex --extra-mem-bot=10000000 PT3S.tex
erzeugt PT3S.PDF; kopieren nach ..
z.B. PDF Doc-Gen derzeit nur um die grundsätzliche Generierbarkeit zu prüfen: d.h. ob die Kommentar- und Testbereiche redaktionell soll aufgebaut sind, dass ein Generator damit zurecht kommt; die Einstiegs-Doc ist dieses Notebook
!python setup.py clean sdist
running clean running sdist running egg_info writing PT3S.egg-info\PKG-INFO writing dependency_links to PT3S.egg-info\dependency_links.txt writing top-level names to PT3S.egg-info\top_level.txt reading manifest file 'PT3S.egg-info\SOURCES.txt' writing manifest file 'PT3S.egg-info\SOURCES.txt' running check creating PT3S-90.12.4.27.dev1 creating PT3S-90.12.4.27.dev1\testdata creating PT3S-90.12.4.27.dev1\testdata09 creating PT3S-90.12.4.27.dev1\testdata09\WDGPipe creating PT3S-90.12.4.27.dev1\testdata09\WDGPipe\B1 creating PT3S-90.12.4.27.dev1\testdata09\WDGPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata09\WDGPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata09\WDLocalHeatingNetwork creating PT3S-90.12.4.27.dev1\testdata09\WDLocalHeatingNetwork\B1 creating PT3S-90.12.4.27.dev1\testdata09\WDLocalHeatingNetwork\B1\V0 creating PT3S-90.12.4.27.dev1\testdata09\WDLocalHeatingNetwork\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata09\WDOneLPipe creating PT3S-90.12.4.27.dev1\testdata09\WDOneLPipe\B1 creating PT3S-90.12.4.27.dev1\testdata09\WDOneLPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata09\WDOneLPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata09\WDTinyWDN creating PT3S-90.12.4.27.dev1\testdata09\WDTinyWDN\B1 creating PT3S-90.12.4.27.dev1\testdata09\WDTinyWDN\B1\V0 creating PT3S-90.12.4.27.dev1\testdata09\WDTinyWDN\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata10 creating PT3S-90.12.4.27.dev1\testdata10\WDGPipe creating PT3S-90.12.4.27.dev1\testdata10\WDGPipe\B1 creating PT3S-90.12.4.27.dev1\testdata10\WDGPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata10\WDGPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata10\WDLocalHeatingNetwork creating PT3S-90.12.4.27.dev1\testdata10\WDLocalHeatingNetwork\B1 creating PT3S-90.12.4.27.dev1\testdata10\WDLocalHeatingNetwork\B1\V0 creating PT3S-90.12.4.27.dev1\testdata10\WDLocalHeatingNetwork\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata10\WDOneLPipe creating PT3S-90.12.4.27.dev1\testdata10\WDOneLPipe\B1 creating PT3S-90.12.4.27.dev1\testdata10\WDOneLPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata10\WDOneLPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata10\WDTinyWDN creating PT3S-90.12.4.27.dev1\testdata10\WDTinyWDN\B1 creating PT3S-90.12.4.27.dev1\testdata10\WDTinyWDN\B1\V0 creating PT3S-90.12.4.27.dev1\testdata10\WDTinyWDN\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata11 creating PT3S-90.12.4.27.dev1\testdata11\WDDHNetwork creating PT3S-90.12.4.27.dev1\testdata11\WDDHNetwork\B1 creating PT3S-90.12.4.27.dev1\testdata11\WDDHNetwork\B1\V0 creating PT3S-90.12.4.27.dev1\testdata11\WDDHNetwork\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata11\WDGPipe creating PT3S-90.12.4.27.dev1\testdata11\WDGPipe\B1 creating PT3S-90.12.4.27.dev1\testdata11\WDGPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata11\WDGPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata11\WDGPipes creating PT3S-90.12.4.27.dev1\testdata11\WDGPipes\B1 creating PT3S-90.12.4.27.dev1\testdata11\WDGPipes\B1\V0 creating PT3S-90.12.4.27.dev1\testdata11\WDGPipes\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata11\WDLocalHeatingNetwork creating PT3S-90.12.4.27.dev1\testdata11\WDLocalHeatingNetwork\B1 creating PT3S-90.12.4.27.dev1\testdata11\WDLocalHeatingNetwork\B1\V0 creating PT3S-90.12.4.27.dev1\testdata11\WDLocalHeatingNetwork\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata11\WDOneLPipe creating PT3S-90.12.4.27.dev1\testdata11\WDOneLPipe\B1 creating PT3S-90.12.4.27.dev1\testdata11\WDOneLPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata11\WDOneLPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata11\WDTinyWDN creating PT3S-90.12.4.27.dev1\testdata11\WDTinyWDN\B1 creating PT3S-90.12.4.27.dev1\testdata11\WDTinyWDN\B1\V0 creating PT3S-90.12.4.27.dev1\testdata11\WDTinyWDN\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata\WDDHNetwork creating PT3S-90.12.4.27.dev1\testdata\WDDHNetwork\B1 creating PT3S-90.12.4.27.dev1\testdata\WDDHNetwork\B1\V0 creating PT3S-90.12.4.27.dev1\testdata\WDDHNetwork\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata\WDGPipe creating PT3S-90.12.4.27.dev1\testdata\WDGPipe\B1 creating PT3S-90.12.4.27.dev1\testdata\WDGPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata\WDGPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata\WDGPipes creating PT3S-90.12.4.27.dev1\testdata\WDGPipes\B1 creating PT3S-90.12.4.27.dev1\testdata\WDGPipes\B1\V0 creating PT3S-90.12.4.27.dev1\testdata\WDGPipes\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata\WDLocalHeatingNetwork creating PT3S-90.12.4.27.dev1\testdata\WDLocalHeatingNetwork\B1 creating PT3S-90.12.4.27.dev1\testdata\WDLocalHeatingNetwork\B1\V0 creating PT3S-90.12.4.27.dev1\testdata\WDLocalHeatingNetwork\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata\WDOneLPipe creating PT3S-90.12.4.27.dev1\testdata\WDOneLPipe\B1 creating PT3S-90.12.4.27.dev1\testdata\WDOneLPipe\B1\V0 creating PT3S-90.12.4.27.dev1\testdata\WDOneLPipe\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\testdata\WDTinyWDN creating PT3S-90.12.4.27.dev1\testdata\WDTinyWDN\B1 creating PT3S-90.12.4.27.dev1\testdata\WDTinyWDN\B1\V0 creating PT3S-90.12.4.27.dev1\testdata\WDTinyWDN\B1\V0\BZ1 creating PT3S-90.12.4.27.dev1\PT3S.egg-info creating PT3S-90.12.4.27.dev1\UTILS creating PT3S-90.12.4.27.dev1\lds copying files to PT3S-90.12.4.27.dev1... copying Am.py -> PT3S-90.12.4.27.dev1 copying Dm.py -> PT3S-90.12.4.27.dev1 copying Lx.ipynb -> PT3S-90.12.4.27.dev1 copying Lx.py -> PT3S-90.12.4.27.dev1 copying Mx.py -> PT3S-90.12.4.27.dev1 copying PT3S.html -> PT3S-90.12.4.27.dev1 copying PT3S.ipynb -> PT3S-90.12.4.27.dev1 copying PT3S.pdf -> PT3S-90.12.4.27.dev1 copying README.rst -> PT3S-90.12.4.27.dev1 copying Rm.py -> PT3S-90.12.4.27.dev1 copying Xm.py -> PT3S-90.12.4.27.dev1 copying __init__.py -> PT3S-90.12.4.27.dev1 copying accdb.py -> PT3S-90.12.4.27.dev1 copying conf.py -> PT3S-90.12.4.27.dev1 copying setup.cfg -> PT3S-90.12.4.27.dev1 copying setup.py -> PT3S-90.12.4.27.dev1 copying test.py -> PT3S-90.12.4.27.dev1 copying .\testdata\DHNetwork.XML -> PT3S-90.12.4.27.dev1\.\testdata copying .\testdata\GPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata copying .\testdata\GPipes.XML -> PT3S-90.12.4.27.dev1\.\testdata copying .\testdata\LocalHeatingNetwork.XML -> PT3S-90.12.4.27.dev1\.\testdata copying .\testdata\OneLPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata copying .\testdata\TinyWDN.XML -> PT3S-90.12.4.27.dev1\.\testdata copying .\testdata09\GPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\GPipe.mdb -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\LocalHeatingNetwork.XML -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\LocalHeatingNetwork.mdb -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\OneLPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\OneLPipe.mdb -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\TinyWDN.XML -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\TinyWDN.mdb -> PT3S-90.12.4.27.dev1\.\testdata09 copying .\testdata09\WDGPipe\B1\V0\BZ1\M-1-0-1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata09\WDGPipe\B1\V0\BZ1 copying .\testdata09\WDGPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata09\WDGPipe\B1\V0\BZ1 copying .\testdata09\WDGPipe\B1\V0\BZ1\M-1-0-1.MXS -> PT3S-90.12.4.27.dev1\.\testdata09\WDGPipe\B1\V0\BZ1 copying .\testdata09\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata09\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata09\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata09\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata09\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.MXS -> PT3S-90.12.4.27.dev1\.\testdata09\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata09\WDOneLPipe\B1\V0\BZ1\M-1-0-1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata09\WDOneLPipe\B1\V0\BZ1 copying .\testdata09\WDOneLPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata09\WDOneLPipe\B1\V0\BZ1 copying .\testdata09\WDOneLPipe\B1\V0\BZ1\M-1-0-1.MXS -> PT3S-90.12.4.27.dev1\.\testdata09\WDOneLPipe\B1\V0\BZ1 copying .\testdata09\WDTinyWDN\B1\V0\BZ1\M-1-0-1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata09\WDTinyWDN\B1\V0\BZ1 copying .\testdata09\WDTinyWDN\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata09\WDTinyWDN\B1\V0\BZ1 copying .\testdata09\WDTinyWDN\B1\V0\BZ1\M-1-0-1.MXS -> PT3S-90.12.4.27.dev1\.\testdata09\WDTinyWDN\B1\V0\BZ1 copying .\testdata10\GPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\GPipe.mdb -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\LocalHeatingNetwork.XML -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\LocalHeatingNetwork.mdb -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\OneLPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\OneLPipe.mdb -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\TinyWDN.XML -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\TinyWDN.mdb -> PT3S-90.12.4.27.dev1\.\testdata10 copying .\testdata10\WDGPipe\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata10\WDGPipe\B1\V0\BZ1 copying .\testdata10\WDGPipe\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata10\WDGPipe\B1\V0\BZ1 copying .\testdata10\WDGPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata10\WDGPipe\B1\V0\BZ1 copying .\testdata10\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata10\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata10\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata10\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata10\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata10\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata10\WDOneLPipe\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata10\WDOneLPipe\B1\V0\BZ1 copying .\testdata10\WDOneLPipe\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata10\WDOneLPipe\B1\V0\BZ1 copying .\testdata10\WDOneLPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata10\WDOneLPipe\B1\V0\BZ1 copying .\testdata10\WDTinyWDN\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata10\WDTinyWDN\B1\V0\BZ1 copying .\testdata10\WDTinyWDN\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata10\WDTinyWDN\B1\V0\BZ1 copying .\testdata10\WDTinyWDN\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata10\WDTinyWDN\B1\V0\BZ1 copying .\testdata11\DHNetwork.XML -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\DHNetwork.mdb -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\GPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\GPipe.mdb -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\GPipes.XML -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\LocalHeatingNetwork.XML -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\LocalHeatingNetwork.mdb -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\OneLPipe.XML -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\OneLPipe.mdb -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\TinyWDN.XML -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\TinyWDN.mdb -> PT3S-90.12.4.27.dev1\.\testdata11 copying .\testdata11\WDDHNetwork\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata11\WDDHNetwork\B1\V0\BZ1 copying .\testdata11\WDDHNetwork\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata11\WDDHNetwork\B1\V0\BZ1 copying .\testdata11\WDGPipe\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata11\WDGPipe\B1\V0\BZ1 copying .\testdata11\WDGPipe\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata11\WDGPipe\B1\V0\BZ1 copying .\testdata11\WDGPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata11\WDGPipe\B1\V0\BZ1 copying .\testdata11\WDGPipes\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata11\WDGPipes\B1\V0\BZ1 copying .\testdata11\WDGPipes\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata11\WDGPipes\B1\V0\BZ1 copying .\testdata11\WDGPipes\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata11\WDGPipes\B1\V0\BZ1 copying .\testdata11\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata11\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata11\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata11\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata11\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata11\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata11\WDOneLPipe\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata11\WDOneLPipe\B1\V0\BZ1 copying .\testdata11\WDOneLPipe\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata11\WDOneLPipe\B1\V0\BZ1 copying .\testdata11\WDOneLPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata11\WDOneLPipe\B1\V0\BZ1 copying .\testdata11\WDTinyWDN\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata11\WDTinyWDN\B1\V0\BZ1 copying .\testdata11\WDTinyWDN\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata11\WDTinyWDN\B1\V0\BZ1 copying .\testdata11\WDTinyWDN\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata11\WDTinyWDN\B1\V0\BZ1 copying .\testdata\WDDHNetwork\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata\WDDHNetwork\B1\V0\BZ1 copying .\testdata\WDDHNetwork\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata\WDDHNetwork\B1\V0\BZ1 copying .\testdata\WDGPipe\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata\WDGPipe\B1\V0\BZ1 copying .\testdata\WDGPipe\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata\WDGPipe\B1\V0\BZ1 copying .\testdata\WDGPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata\WDGPipe\B1\V0\BZ1 copying .\testdata\WDGPipes\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata\WDGPipes\B1\V0\BZ1 copying .\testdata\WDGPipes\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata\WDGPipes\B1\V0\BZ1 copying .\testdata\WDGPipes\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata\WDGPipes\B1\V0\BZ1 copying .\testdata\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata\WDLocalHeatingNetwork\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata\WDLocalHeatingNetwork\B1\V0\BZ1 copying .\testdata\WDOneLPipe\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata\WDOneLPipe\B1\V0\BZ1 copying .\testdata\WDOneLPipe\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata\WDOneLPipe\B1\V0\BZ1 copying .\testdata\WDOneLPipe\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata\WDOneLPipe\B1\V0\BZ1 copying .\testdata\WDTinyWDN\B1\V0\BZ1\M-1-0-1.1.MX1 -> PT3S-90.12.4.27.dev1\.\testdata\WDTinyWDN\B1\V0\BZ1 copying .\testdata\WDTinyWDN\B1\V0\BZ1\M-1-0-1.1.MXS -> PT3S-90.12.4.27.dev1\.\testdata\WDTinyWDN\B1\V0\BZ1 copying .\testdata\WDTinyWDN\B1\V0\BZ1\M-1-0-1.MX2 -> PT3S-90.12.4.27.dev1\.\testdata\WDTinyWDN\B1\V0\BZ1 copying PT3S.egg-info\PKG-INFO -> PT3S-90.12.4.27.dev1\PT3S.egg-info copying PT3S.egg-info\SOURCES.txt -> PT3S-90.12.4.27.dev1\PT3S.egg-info copying PT3S.egg-info\dependency_links.txt -> PT3S-90.12.4.27.dev1\PT3S.egg-info copying PT3S.egg-info\top_level.txt -> PT3S-90.12.4.27.dev1\PT3S.egg-info copying UTILS\Db.py -> PT3S-90.12.4.27.dev1\UTILS copying UTILS\Xml.py -> PT3S-90.12.4.27.dev1\UTILS copying UTILS\__init__.py -> PT3S-90.12.4.27.dev1\UTILS copying lds\__init__.py -> PT3S-90.12.4.27.dev1\lds copying lds\rpts.py -> PT3S-90.12.4.27.dev1\lds Writing PT3S-90.12.4.27.dev1\setup.cfg Creating tar archive removing 'PT3S-90.12.4.27.dev1' (and everything under it)
!twine upload -u PT3S -p PythonTools3S dist/*
Uploading distributions to https://upload.pypi.org/legacy/ Uploading PT3S-90.12.4.27.dev1.tar.gz 0%| | 0.00/12.3M [00:00<?, ?B/s] 0%| | 8.00k/12.3M [00:00<14:25, 14.9kB/s] 1%| | 80.0k/12.3M [00:00<01:25, 150kB/s] 1%| | 88.0k/12.3M [00:00<01:44, 122kB/s] 1%|1 | 176k/12.3M [00:00<00:48, 263kB/s] 2%|1 | 232k/12.3M [00:01<00:42, 298kB/s] 6%|5 | 712k/12.3M [00:01<00:09, 1.25MB/s] 6%|6 | 768k/12.3M [00:01<00:11, 1.08MB/s] 7%|6 | 872k/12.3M [00:01<00:13, 881kB/s] 8%|7 | 992k/12.3M [00:01<00:12, 957kB/s] 8%|8 | 1.04M/12.3M [00:01<00:13, 871kB/s] 9%|8 | 1.10M/12.3M [00:01<00:15, 747kB/s] 9%|9 | 1.15M/12.3M [00:02<00:20, 583kB/s] 10%|9 | 1.22M/12.3M [00:02<00:19, 608kB/s] 10%|# | 1.29M/12.3M [00:02<00:20, 558kB/s] 11%|#1 | 1.40M/12.3M [00:02<00:16, 677kB/s] 12%|#2 | 1.51M/12.3M [00:02<00:14, 780kB/s] 13%|#2 | 1.57M/12.3M [00:02<00:19, 575kB/s] 14%|#3 | 1.68M/12.3M [00:02<00:16, 692kB/s] 16%|#6 | 2.01M/12.3M [00:03<00:09, 1.13MB/s] 17%|#6 | 2.04M/12.3M [00:03<00:14, 739kB/s] 19%|#8 | 2.34M/12.3M 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### ggf. Rechte erforderlich:
### entweder in PowerShell: Start-Process powershell -Verb runAs
### oder RechteMausTaste WindowsSymbol: Windows PowerShell (Administrator)
### dann (ohne ! in PowerShell auf pip-Verz.):
!pip install -e .
Obtaining file:///C:/Users/wolters/source/repos/PT3S Preparing metadata (setup.py): started Preparing metadata (setup.py): finished with status 'done' Installing collected packages: PT3S Attempting uninstall: PT3S Found existing installation: PT3S 90.12.4.27.dev1 Uninstalling PT3S-90.12.4.27.dev1: Successfully uninstalled PT3S-90.12.4.27.dev1 Running setup.py develop for PT3S Successfully installed PT3S-90.12.4.27.dev1
due to ...\Lib\site-packages\PT3S.egg-link
import PT3S or from PT3S import ...
will work (if PythonShell is executed .. PT3SSourcecodeDir)
and point to _local PT3SSourcecodeDir
Repository: https://github.com/aw3s/PT3S.git