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Zeilen mit NaN auffüllen
 

maib
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Beiträge: 2
Anmeldedatum: 22.07.17
Wohnort: ---
Version: ---
     Beitrag Verfasst am: 23.07.2017, 10:28     Titel: Zeilen mit NaN auffüllen
  Antworten mit Zitat      
Hallo,

ich finde für folgende Situation einfach keine Lösung und wäre um einen Hinweis, wie man es umsetzen kann, sehr froh:
ich habe eine Datei im Zeilenformat, d.h. am Anfang steht eine Zahl (z.B. 0502) die z.B. für die Dichte steht. Dann folgenden die gemessenen Werte. Da die Zeilen alle unterschiedlich lang sind, möchte ich anhand der Zeile, die die meisten Einträge hat, die anderen Zeilen mit Nan´s auffüllen. Ziel ist es also, dass alle Zeilen die gleich Länge (Anzahl an Einträgen) haben. Dies ist für die weitere Verarbeitung wichtig (z.B. für "imagesc").

Zuerst ein kleiner Ausschnitt aus dem File, normalerweise beinhaltet das File über 150.000 Zeilen

0500 = Datum
0501 = Höhe
0502 = Dichte usw.
...


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    0602,119,0.01,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,7.17,0.06,0.06,0.02,0.09,0.01,0.05,0.17,0.19,0.47,0.56,0.67,1.28,0.09,0.12,0.15,0.27,0.55,0.14,0.14,0.07,0.01,0.15,0.04,0.03,0.09,0.12,0.28,0.02,0.04,0.13,0.77,1.27,0.07,0.31,0.12,0.17,0.21,0.63,0.00,0.00,0.00,0.00,0.00,0.00,0.02,0.03,0.00,0.00,0.00,0.00,0.
    0603,119,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,3.00,0.00,0.00,0.00,0.00,2.00,0.00,0.00,0.00,2.00,2.00,0.00,3.00,1.00,0.00,1.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,3.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,4.00,0.00,0.00,0.00,0.00,0.00,0.50,0.50,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.00,0.
    0604,119,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.05,2.06,2.06,2.06,2.07,2.07,2.08,2.08,2.09,2.10,2.11,2.13,2.14,2.17,2.20,2.25,2.33,2.44,2.50,2.53,2.56,2.59,2.62,2.66,2.71,2.76,2.83,2.90,2.98,3.09,3.21,3.37,3.58,3.86,4.24,4.66,4.95,1.98,4.06,4.05,4.01,4.04,3.15,6.00,6.00,6.00,3.60,2.05,5.25,2.29,3.82,4.04,3.94,3.94,2.94,3.64,3.64,3.68,3.71,3.54,2.52,6.00,6.00,5.89,5.77,5.61,5.55,5.47,4.38,1.12,2.85,2.40,2.34,2.27,2.21,1.23,2.16,2.05,6.00,6.00,6.00,6.00,6.00,6.00,6.00,6.00,6.00,6.00,6.00
    0605,119,-103239.4,-103314.3,-103363.2,-103393.4,-103411.7,-103422.3,-103428.1,-103431.0,-103432.1,-103432.4,-103432.1,-103431.6,-103430.9,-103430.2,-103429.5,-103428.8,-103428.1,-103427.3,-103426.6,-103425.9,-103425.2,-103424.4,-103423.7,-103423.0,-103422.3,-103421.5,-103420.8,-103420.1,-103419.4,-103418.6,-103417.9,-103417.2,-103416.5,-103415.7,-103415.0,-103414.3,-103413.5,-103412.8,-103412.1,-103411.3,-103410.4,-103409.4,-103408.1,-103406.5,-103404.5,-103401.9,-103398.2,-103394.2,-103392.2,-103391.5,-103390.8,-103390.0,-103389.2,-103388.4,-103387.5,-103386.5,-103385.5,-103384.5,-103383.2,-103381.9,-103380.4,-103378.9,-103377.2,-103375.2,-103373.3,-103371.0,-103369.5,-103366.3,-395416.4,-424298.2,-391775.6,-375560.4,-348927.7,-305182.7,-304868.7,-255855.6,-213547.7,-349932.4,-171738.7,-116652.1,-348770.8,-415566.2,-354680.5,-296924.8,-236415.2,-397823.6,-314205.8,-370586.5,-418579.6,-410084.4,-325909.7,-341641.4,-361628.7,-328009.8,-292488.1,-223526.3,-206927.7,-191900.9,-163161.2,-85378.7,-241912.1,-220123.0,-127474.8,-134548.8,-151956.2,-206204.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
    0606,119,-999.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,3.00,1.79,1.34,1.52,1.35,1.16,1.17,0.83,1.46,1.40,0.98,0.84,0.87,0.72,0.60,0.94,0.82,1.13,0.56,0.50,0.83,0.95,0.54,0.88,0.70,1.13,1.22,1.17,1.10,1.05,1.03,0.62,0.64,0.36,0.38,0.42,0.41,0.33,0.45,0.47,0.37,0.53,0.52,0.50,0.49,0.46,0.32,3.00,3.00,3.00,3.00,3.00,3.00,-999.00




so lese ich das File momentan ein, als Beispiel ist hier nur die Dichte (0502) gewählt:
Code:

fid=fopen('file.pro'); %File öfnnen
all_data = textscan(fid,'%s','Delimiter','\n'); %zeilenweise einlesen
all_data = all_data{1,1}

index_density = strmatch('0502',all_data) %alle Indizes mit Dichtewerten finden
density = all_data(index_density) %über Indizes neuen Vektor mit zugehöriger Dichte erstellen
density=char(density)

lim=12;
for i=1:lim
    densities(:,i) = str2num(density(i,:))
end
densities= densities(3:end,:) %starte ab 3. Eintrag in jeweiliger Zeile
 


Dies funktioniert soweit gut, jedoch nur, solange die Zeilen gleich viele Elemente beinhalten und da das nicht der Fall ist, würde ich gerne am Anfang gleich nach dem Einlesen der Datei die Zeilen automatisch mit NaN´s auffüllen, sodass dies gegeben ist.

Vielen Dank
Gruß Maib

file.txt
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maib
Themenstarter

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Beiträge: 2
Anmeldedatum: 22.07.17
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     Beitrag Verfasst am: 24.07.2017, 10:14     Titel:
  Antworten mit Zitat      
Hallo,

da ich nun nach langem Ausprobieren eine für mich akzeptable Lösung gefunden habe, möchte ich euch diese nicht vorenthalten, vielleicht benötigt es ja jemand auch einmal.

Code:

% % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % %
% read whole file as a UTF-8 string
fid = fopen('KNG8_kng8.pro', 'rb');
b = fread(fid, '*uint8')';
str = native2unicode(b, 'UTF-8');
fclose(fid);

% split into lines
lines = textscan(str, '%s', 'Delimiter','', 'Whitespace','\n');
lines = lines{1};

% split each line into values
C = cell(numel(lines),6);
for i=1:numel(lines)
    vals = textscan(lines{i}, '%s', 'Delimiter',',');
    vals = vals{1};
    C(i,1:numel(vals)) = vals;
end
% % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % %


% generate the variables

% first find indices of the variables
% 0501 = height
% 0502 = Density
% ...
% % % % % % % % % % % % % % % % % % % % % % %

% generate date from cell array
% find dates
index_date = find(strcmp('0500', C));
date1 = C(index_date,2);
datenumber = datenum(date1, 'dd.mm.yyyy HH:MM:SS');

% % % % % % % % % % % % % % % % % % % % % % %
index_density = find(strcmp('0502', C));
density = C(index_density,:);
density=str2double(density);
density =density(:,3:end);

% % % % % % % % % % % % % % % % % % % % % % %
index_height = find(strcmp('0501', C));
height = C(index_height,:);
height=str2double(height);
height =height(:,3:end);

% % % % % % % % % % % % % % % % % % % % % % %
index_temperature = find(strcmp('0503', C));
temperature = C(index_temperature,:);
temperature=str2double(temperature);
temperature =temperature(:,3:end)';
 


Danke aber an jeden der es sich angesehen hat Wink ,
Gruß Maib
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