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MATLAB load OceanView TXT files
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function [intensities, wavelengths, t] = load_oceanView(filesGlobString) | |
%load_oceanVew | |
% - output is INSTANTLY ready to be graphed | |
% via surf(t, wavelengths, intensities) | |
% - does NOT fail on data that's non-uniform in time | |
% e.g. when OceanView malfunctions | |
files = matlab.buildtool.io.FileCollection.fromPaths( ... | |
replace(filesGlobString,'/',filesep)); | |
paths = files.paths; | |
n_records = length(paths); | |
f = fopen(paths{1}); % if this fails your glob matched ZERO files, surely an accident | |
tline = fgetl(f); %begin do-while | |
while ischar(tline) | |
m = regexp(tline, '^Number of Pixels in Spectrum: (\d+)', 'tokens', 'once'); | |
if ~isempty(m) | |
n_lines = str2double(m{1}); | |
break; | |
end | |
tline = fgetl(f); %end do-while | |
end | |
fclose(f); | |
intensities = zeros(n_lines, n_records); | |
wavelengths = zeros(n_lines, n_records); | |
timestamps = NaT(1, n_records); | |
heuristics = nan(2, n_records); | |
for i = 1:length(paths) | |
fname = paths{i}; | |
f = fopen(fname); | |
tline = fgetl(f); %begin do-while | |
while ~strcmp(tline, '>>>>>Begin Spectral Data<<<<<') | |
m = regexp(tline, '^Date: (.*?) ?(\w+)?( ?\d{4})$', 'tokens', 'once'); | |
if ~isempty(m) | |
timestamp_str = append(m{1}, m{3}); | |
dst = ~isempty(regexp(m{2}, 'DT$', 'once')); | |
d = datetime(timestamp_str, 'InputFormat','eee MMM dd HH:mm:ss yyyy'); | |
m = regexp(fname, sprintf("_%02d-%02d-%02d-(\\d{0,3})\\.txt$", hour(d), minute(d), second(d)), 'tokens', 'once'); | |
if ~isempty(m) | |
% timestamp filenames | |
heuristics(1,i) = str2double(m{1}); | |
else | |
m = regexp(fname, "_(\d+)\.txt$", 'tokens', 'once'); | |
if ~isempty(m) | |
% serial filenames | |
heuristics(2,i) = str2double(m{1}); | |
end | |
end | |
timestamps(i) = d - hours(dst); % I will be DAMNED if this code breaks during an experiment at 2am in November | |
end | |
tline = fgetl(f); %end do-while | |
end | |
for j = 1:n_lines | |
row = textscan(f, "%f\t%f\n"); | |
wavelengths(j,i) = row{1}; | |
intensities(j,i) = row{2}; | |
end | |
fclose(f); | |
end | |
heuristics_result = ~any(isnan(heuristics), 2)'; | |
if heuristics_result(1) | |
timestamps = timestamps + milliseconds(heuristics(1,:)); | |
t = timestamps - min(timestamps); | |
elseif heuristics_result(2) | |
tmp = fit( ... | |
heuristics(2,[1 end])', ... | |
milliseconds(timestamps([1 end]) - min(timestamps))', ... | |
'poly1'); | |
t = milliseconds(feval(tmp, heuristics(2,:))'); | |
else | |
t = timestamps - min(timestamps); | |
end | |
[t, I] = sort(t, 'ascend'); % OS does not guarantee files will have been loaded in chronological order | |
intensities = intensities(:,I); | |
wavelengths = wavelengths(:,I); | |
end |
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