I have been studying the book "Tensor flow for Dummies" and there is a piece of code to restore variables earlier stored
with tf.Session() as sess:
# Load stored graph into current graph
saver = tf.train.import_meta_graph('output.meta')
# Restore variables into graph
saver.restore(sess, os.getcwd() + '/output')
# Display value of variable
print('Variable value: ', sess.run('x_result:0'))
Here the variable was defined with the text name as 'x_result' however in the last line we are calling the variable by 'x_result:0' what is the ':0' for. Further when I remove the ':0' I dont get the required result. Please help me understand what all purposes does the ':0' serve
Related
My problem is the same as the one mentioned in this answer. I've been trying to understand the code and this is what I learned:
It is failing in the file parse_xml.cgi, tries to get messages (return $message{$name}) from a file named messages (located in the html_en directory).
The $messages value comes from the method GetMessageHash in file adminprotocol-lib.pl:
sub GetMessageHash
{
return $ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"}
}
The $ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"} is set in the file streamingadminserver.pl:
$ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"} = $messages{"en"}
I dont know anything about Perl so I have no idea of what the problem can be, for what I saw $messages{"en"} has the correct value (if I do print($messages{"en"}{'SunStr'} I get the value "Sun")).
However, if I try to do print($ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"}{'SunStr'} I get nothing. Seems like $ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"} is not set
I tried this simple example and it worked fine:
$ENV{"HELLO"} = "hello";
print($ENV{"HELLO"});
and it works fine, prints "hello".
Any idea of what the problem can be?
Looks like $messages{"en"} is a HashRef: A pointer to some memory address holding a key-value-store. You could even print the associated memory address:
perl -le 'my $hashref = {}; print $hashref;'
HASH(0x1548e78)
0x1548e78 is the address, but it's only valid within the same running process. Re-run the sample command and you'll get different addresses each time.
HASH(0x1548e78) is also just a human-readable representation of the real stored value. Setting $hashref2="HASH(0x1548e78)"; won't create a real reference, just a copy of the human-readable string.
You could easily proof this theory using print $ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"} in both script.
Data::Dumper is typically used to show the contents of the referenced hash (memory location):
use Data::Dumper;
print Dumper($messages{"en"});
# or
print Dumper($ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"});
This will also show if the pointer/reference could be dereferenced in both scripts.
The solution for your problem is probably passing the value instead of the HashRef:
$ENV{"QTSSADMINSERVER_EN_SUN"} = $messages{"en"}->{SunStr};
Best Practice is using a -> between both keys. The " or ' quotes for the key also optional if the key is a plain word.
But passing everything through environment variables feels wrong. They might not be able to hold references on OSX (I don't know). You might want to extract the string storage to a include file and load it via require.
See http://www.perlmaven.com/ or http://learn.perl.org for more about Perl.
fix code:
$$ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"} = $messages{"en"};
sub GetMessageHash
{
return $$ENV{"QTSSADMINSERVER_EN_MESSAGEHASH"};
}
ref:
https://github.com/guangbin79/dss6.0.3-linux-patch
I have created syntax in SPSS that gives me 90 separate iterations of general linear model, each with slightly different variations fixed factors and covariates. In the output file, they are all just named as "General Linear Model." I have to then manually rename each analysis in the output, and I want to find syntax that will add a more specific name to each result that will help me identify it out of the other 89 results (e.g. "General Linear Model - Males Only: Mean by Gender w/ Weight covariate").
This is an example of one analysis from the syntax:
USE ALL.
COMPUTE filter_$=(Muscle = "BICEPS" & Subj = "S1" & SMU = 1 ).
VARIABLE LABELS filter_$ 'Muscle = "BICEPS" & Subj = "S1" & SMU = 1 (FILTER)'.
VALUE LABELS filter_$ 0 'Not Selected' 1 'Selected'.
FORMATS filter_$ (f1.0). FILTER BY filter_$.
EXECUTE.
GLM Frequency_Wk6 Frequency_Wk9
Frequency_Wk12 Frequency_Wk16
Frequency_Wk20
/WSFACTOR=Time 5 Polynomial
/METHOD=SSTYPE(3)
/PLOT=PROFILE(Time)
/EMMEANS=TABLES(Time)
/CRITERIA=ALPHA(.05)
/WSDESIGN=Time.
I am looking for syntax to add to this that will name this analysis as: "S1, SMU1 BICEPS, GLM" Not to name the whole output file, but each analysis within the output so I don't have to do it one-by-one. I have over 200 iterations at times that come out in a single output file, and renaming them individually within the output file is taking too much time.
Making an assumption that you are exporting the models to Excel (please clarify otherwise).
There is an undocumented command (OUTPUT COMMENT TEXT) that you can utilize here, though there is also a custom extension TEXT also designed to achieve the same but that would need to be explicitly downloaded via:
Utilities-->Extension Bundles-->Download And Install Extension Bundles--->TEXT
You can use OUTPUT COMMENT TEXT to assign a title/descriptive text just before the output of the GLM model (in the example below I have used FREQUENCIES as an example).
get file="C:\Program Files\IBM\SPSS\Statistics\23\Samples\English\Employee data.sav".
oms /select all /if commands=['output comment' 'frequencies'] subtypes=['comment' 'frequencies']
/destination format=xlsx outfile='C:\Temp\ExportOutput.xlsx' /tag='ExportOutput'.
output comment text="##Model##: This is a long/descriptive title to help me identify the next model that is to be run - jobcat".
freq jobcat.
output comment text="##Model##: This is a long/descriptive title to help me identify the next model that is to be run - gender".
freq gender.
output comment text="##Model##: This is a long/descriptive title to help me identify the next model that is to be run - minority".
freq minority.
omsend tag=['ExportOutput'].
You could use TITLE command here also but it is limited to only 60 characters.
You would have to change the OMS tags appropriately if using TITLE or TEXT.
Edit:
Given the OP wants to actually add a title to the left hand pane in the output viewer, a solution for this is as follows (credit to Albert-Jan Roskam for the Python code):
First save the python file "editTitles.py" to a valid Python search path (for example (for me anyway): "C:\ProgramData\IBM\SPSS\Statistics\23\extensions")
#editTitles.py
import tempfile, os, sys
import SpssClient
def _titleToPane():
"""See titleToPane(). This function does the actual job"""
outputDoc = SpssClient.GetDesignatedOutputDoc()
outputItemList = outputDoc.GetOutputItems()
textFormat = SpssClient.DocExportFormat.SpssFormatText
filename = tempfile.mktemp() + ".txt"
for index in range(outputItemList.Size()):
outputItem = outputItemList.GetItemAt(index)
if outputItem.GetDescription() == u"Page Title":
outputItem.ExportToDocument(filename, textFormat)
with open(filename) as f:
outputItem.SetDescription(f.read().rstrip())
os.remove(filename)
return outputDoc
def titleToPane(spv=None):
"""Copy the contents of the TITLE command of the designated output document
to the left output viewer pane"""
try:
outputDoc = None
SpssClient.StartClient()
if spv:
SpssClient.OpenOutputDoc(spv)
outputDoc = _titleToPane()
if spv and outputDoc:
outputDoc.SaveAs(spv)
except:
print "Error filling TITLE in Output Viewer [%s]" % sys.exc_info()[1]
finally:
SpssClient.StopClient()
Re-start SPSS Statistics and run below as a test:
get file="C:\Program Files\IBM\SPSS\Statistics\23\Samples\English\Employee data.sav".
title="##Model##: jobcat".
freq jobcat.
title="##Model##: gender".
freq gender.
title="##Model##: minority".
freq minority.
begin program.
import editTitles
editTitles.titleToPane()
end program.
The TITLE command will initially add a title to main output viewer (right hand side) but then the python code will transfer that text to the left hand pane output tree structure. As mentioned already, note TITLE is capped to 60 characters only, a warning will be triggered to highlight this also.
This editTitles.py approach is the closest you are going to get to include a descriptive title to identify each model. To replace the actual title "General Linear Model." with a custom title would require scripting knowledge and would involve a lot more code. This is a simpler alternative approach. Python integration required for this to work.
Also consider using:
SPLIT FILE SEPARATE BY <list of filter variables>.
This will automatically produce filter labels in the left hand pane.
This is easy to use for mutually exclusive filters but even if you have overlapping filters you can re-run multiple times (and have filters applied to get as close to your desired set of results).
For example:
get file="C:\Program Files\IBM\SPSS\Statistics\23\Samples\English\Employee data.sav".
sort cases by jobcat minority.
split file separate by jobcat minority.
freq educ.
split file off.
My question is pretty basic. I am plotting several functions at once using gnuplot, and I want to print out (in either a file or on the graph itself) the maximum y-values of every function. Any idea how I could do that?
I looked into STATS and GPVAL_DATA_Y_MAX but I can't really figure out how to make them work with several functions at the same time.
Without going into too much details, let's suppose that my file looks like that :
plot 'file1.dat' us 1:2 title "file1" w lines,\
'file2.dat' us 1:2 title "file2" w lines,\
'file3.dat' us 1:2 title "file3" w lines
You can use the name parameter of the stats option to save the maximum of every file in a different set of variables:
stats 'file1.dat' using 2 nooutput name 'file1'
stats 'file2.dat' using 2 nooutput name 'file2'
stats 'file3.dat' using 2 nooutput name 'file3'
Now you can either print the values to an external file
set print 'max.dat'
print file1_max
print file2_max
print file3_max
If you want to place a respective label near the maximum in your graph, you must also know the corresponding x-value where the data has its maximum. This data is not readily available from the first stats command, only its index in the data file. So you need an additional call to stats in order to get the x-value where the maximum y-value was:
stats 'file1.dat' using 1 every ::file1_index_max::file1_index_max name 'file1_x'
...
And then you can use
set label center at first file1_x_max,first file1_max sprintf('y = %.2f', file1_max) offset char 0,1
Unfortunately, most of the commands cannot be iterated properly with changing variable names.
i am new to matlab. While working through the Matlab GUI, i faced a problem which is as follows..i want to have 2 figure files, with one figure file calling the other. i know that just by calling the name of the 2nd fig file from the first fig file, we can call the 2nd figure. however, i also wish to send some parameters from one fig file to another.here i need to send the arguments and also obtain these parameters so as to do further processing.i havent been able to find a solution to this problem. i would be glad if someone helps me out with this problem. thanking you in advance
There are three ways I found to do this:
Method 1: Use setappdata and getappdata like so:
setappdata(0,'some_var',value)
some_other_var = getappdata(0,'some_var')
You would use setappdata() in the m-file for fig1 to store whatever data you wanted to pass around, and then call getappdata() in another m-file to retrieve it. The argument 0 to the two functions specifies the MATLAB root workspace, which is accessible by your program everywhere (i.e. it is global). As such, when you close your figures that data will still be available. You may want to use rmappdata to remove them.
Method 2: Use guidata:
Assuming you created your GUI with GUIDE, then you have access to a structure called handles which is passed around everywhere and which you can edit, and so you can do this in a GUI callback:
handles.some_var = some_value
guidata(hObject,handles)
Then you can access handles.some_var elsewhere in some other callback (because handles is automatically passed into it for you) in your other m-file:
some_other_var = get(handles.some_var)
Method 3: Use UserData:
Store the variable you want from your first figure:
set(name_of_fig, 'UserData', some_var)
Then to get it from your other one:
some_other_var = get(name_of_fig, 'UserData')
(Disclaimer: My actual knowledge of MATLAB is not all that great, but it helps to be able to find good resources like this and this, and even this from the official docs. What I've written here may be wrong, so you should definitely consult the docs for more help.)
I would do like this (assuming you're using the GUI builder GUIDE).
Let's say that your figures/m-files are named firstFigure.fig/m and secondFigure.fig/m. In the code of firstFigure, just call secondFigure and pass your parameters as arguments:
someNumber = 1;
someText = 'test';
aMatrix = rand(3);
secondFigure(someNumber, someText, aMatrix);
The arguments will be available to secondFigure as a variable varargin in the callback functions
function varargout = secondFigure(varargin)
and
function secondFigure_OpeningFcn(hObject, eventdata, handles, varargin)
varagin is a cell structure; use cell2mat and char to convert it back:
theNumber = cell2mat(varargin(1));
theText = char(varargin(2));
theTextAgain = cell2mat(varargin(2));
theMatrix = cell2mat(varargin(3));
This may help:
http://www.mathworks.ch/matlabcentral/newsreader/view_thread/171989
The easiest method is to wrap the parameters in a cell array and send them directly to the GUI constructor. A call with two parameters might look like:
figure2({param1, param2})
Then you can unpack the arguments in the opening function (figure2_OpeningFcn) with code like:
handles.par1 = varargin{1}{1};
handles.par2 = varargin{1}{2};
These lines must be placed somewhere before the line that says guidata(hObject, handles);. Then you can access handles.par1 and handles.par2 directly in all the other callbacks.
I assume you are using GUIDE to generate your GUI. You can find figure2_OpeningFcn in figure2.m which will be located in the same directory as figure2.fig.
Note: you can also return values from a figure, returnvalue = my_figure({my_input}). If you'd like instructions on that too, leave a comment and I'll extend my answer.
I tried using uiimport to load a file to the base workspace.....It worked first time....but after trying again after a while...I wasnt seeing the variable in the base work space.
I used the default variable name which is given by 'uiimport".
This was the command I used:
uiimport(filename)
And two variables where created by default..."data" and "textdata"(which is the header)....but now when i run it is no longer saved in the base workspace
I do not want to assign a variable to the uiimport like so...
K = uiimport(filename)
assignin(base,'green',K)
I do not want to do that because
My dataset has a text header and the data itself, and doing this would assign both "textdata" and "data" to "green" variable
How would I be able to get the dimensions of ONLY the "data" in green and how would I pass only "data"(which is in the green variable in the workspace.."rmbr"...the green variable holds both "data" and "textdata") to another function.
I was able to do all this when the uiimport automatically saved the variables in the base workspace....but somehow now it doesn't.
I would appreciate any help or tips on this matter
One thing to note about UIIMPORT is that it will save variables to the workspace from which it is called. If you call it from the command window, the variables will be saved to the base workspace. However, if you call it from within a function, the variables will be saved in the workspace of the function. This may explain why you are not seeing the variables appear in the base workspace.
One solution would be to do the following, using the function ASSIGNIN:
K = uiimport(filename); %# Load your data into a structure K
assignin('base','green',K.data); %# Get the "data" field from K and assign
%# it to variable "green" in the base
%# workspace
Use
K = uiimport(filename);
green=[K.data];
to get only numerical data in your green variable.
uiimport returns file data as a structure containing the fields data, textdata, and colheaders. To return only the data field, assign another variable as K.data, or simply reassign K=K.data if you don't want the rest of the information contained by the file.