I do not manage to create an Orange table with StringVariables.
The following code:
d = Orange.data.Domain([Orange.data.StringVariable("s")])
makes this error:
TypeError: variables must be primitive
It seems that StringVariable is for metadata only. So I'm worried about this because my data has a lot of strings that it would be crazy to put in a discrete structure (each string value is different).
Is there a solution for putting strings in a table ?
Thanks in advance for the answers,
Best,
mike
This question might be old but I found it via Google and wanted to provide a simple example of how to use meta "columns".
You need to specify the meta variables the same way you specify the "normal" variables just do it inside the metas parameter inside the Domain constructor.
from Orange.data import *
taskid = StringVariable(name="taskid")
logdata = StringVariable(name="logdata")
domain = Domain([] , metas=[taskid, logdata])
data = Table(domain, [
["uuid1","some more stuff"],
["uuid2","some more stuff"]
]);
out_data = data;
Related
I have a model using a timeTable which represents a variable evolution. I would like to initialize a subcomponent's parameter with the first value of the table (time = 0 second).
The table's values are read from a .txt file. The idea would be to have a command as follow :
parameter Real InitialValue = timeTable.y[2](for timeTable.y[1] = 0)
Is there a command to do so ?
In some cases another option is to initialize the parameter at the output value of that table-component when starting the simulation:
model Demo
Modelica.Blocks.Sources.TimeTable timeTable(table=[0,1; 2,3]);
parameter Real initialValue(fixed=false);
initial equation
initialValue = timeTable.y;
end Demo;
This works for all variants in the same way, but only for the initial value. It is triggered by having fixed=false for a parameter and then giving an initial equation for it.
The solution depends on the block you are using and how the data is defined. Note that there is no easy solution for .txt files, so I recommend using .mat files instead.
1. Data from model
If you don't read from a file it is quite easy.
The data is stored as matrix in the parameter table and we can use array indexing to access it:
model Demo
Modelica.Blocks.Sources.TimeTable timeTable(table=[0,1; 2,3]);
parameter Real initialValue = timeTable.table[1, 2];
end Demo;
This works for both, the Modelica.Blocks.Sources.TimeTable and the CombiTimeTable found in the same package.
2. Data from .mat file
The MSL provides functions to access .mat files. You have to get the table size before you can read the data.
See the code below how this can be done.
model Demo2
import Modelica.Utilities.Streams.{readMatrixSize, readRealMatrix};
parameter String fileName = "C:/tmp/table.mat";
parameter String tableName = "tab1";
parameter Real initialValue = (readRealMatrix(fileName=fileName, matrixName=tableName, nrow=matrixSize[1], ncol=matrixSize[2]))[1, 2];
Modelica.Blocks.Sources.CombiTimeTable combiTimeTable(
tableOnFile=true,
tableName=tableName,
fileName=fileName)
annotation (Placement(transformation(extent={{-10,-10},{10,10}})));
protected
final parameter Integer matrixSize[2] = readMatrixSize(fileName, tableName);
end Demo2;
Note that we don't store the whole table in a variable. Instead,
we read it and access the element of intereset with [1, 2]. This requires putting brackets around the function call.
I want to create a variable called 'flag_artifact' where certain subjects from my dataset (for whom I know have bad quality images) are coded as e.g., 1. My dataset is stored in a table T with a certain number of rows and 'subject' is the 1st column in the table.
I managed to do it by creating a for loop. Surely there is a more efficient way to do this by perhaps directly creating the variable and using less lines of code? Could anyone give some advice?
Thank you very much! Here is what I have:
flag_artifact = {'T_300'}; %flagging subject number 300 for example
for i = 1:size(T,1)
if isequal(table2cell(T(i, 1)), flag_artifact)
T(i, 1) = {'1'};
end
end
However, when creating the variable flag_artifact = {'T_300'}, I would like it to include more than one subject. I tried using flag_artifact = {'T_300'}; {'T_301'}, as well as flag_artifact = {'T_300', 'T_301'} but it doesn't work because these subject identifiers do not get replaced with 1s.
How do I take a list of values, iterate through it to create the needed objects then pass that "list" of objects to the API to create multiple rows?
I have been successful in adding a new row with a value using the API example. In that example, two objects are created.
row_a = ss_client.models.Row()
row_b = ss_client.models.Row()
These two objects are passed in the add row function. (Forgive me if I use the wrong terms. Still new to this)
response = ss_client.Sheets.add_rows(
2331373580117892, # sheet_id
[row_a, row_b])
I have not been successful in passing an unknown amount of objects with something like this.
newRowsToCreate = []
for row in new_rows:
rowObject = ss.models.Row()
rowObject.cells.append({
'column_id': PM_columns['Row ID Master'],
'value': row
})
newRowsToCreate.append(rowObject)
# Add rows to sheet
response = ss.Sheets.add_rows(
OH_MkrSheetId, # sheet_id
newRowsToCreate)
This returns this error:
{"code": 1062, "errorCode": 1062, "message": "Invalid row location: You must
use at least 1 location specifier.",
Thank you for any help.
From the error message, it looks like you're missing the location specification for the new rows.
Each row object that you create needs to have a location value set. For example, if you want your new rows to be added to the bottom of your sheet, then you would add this attribute to your rowObject.
rowObject.toBottom=True
You can read about this location specific attribute and how it relates to the Python SDK here.
To be 100% precise here I had to set the attribute differently to make it work:
rowObject.to_bottom = True
I've found the name of the property below:
https://smartsheet-platform.github.io/smartsheet-python-sdk/smartsheet.models.html#module-smartsheet.models.row
To be 100% precise here I had to set the attribute differently to make it work:
Yep, the documentation isn't super clear about this other than in the examples, but the API uses camelCase in Javascript, but the same terms are always in snake_case in the Python API (which is, after all, the Pythonic way to do it!)
I have a structure such as:
specimen.trial1 = 1
I now want to add another trial to the specimen, so that
specimen.trial1 = 1
specimen.trial2 = 2
I can do this without a problem within the workspace and command window. But, if I'm using a function to calculate the numbers for each trial (with dynamic fields), the new field and value erases the previous one. Eg:
function [specimen] = dummy(trial,value)
specimen.(trial) = value
end
run the function:
[specimen] = dummy('trial1',1)
then run the function again with different inputs, but keeping the structure intact in the workspace
[specimen] = dummy('trial2',2)
Instead of getting a structure with 2 fields, I get just one with Trial2 being the only field. Does that make any sense? What would like is to use the outputs of a function to progressively add to a structure.
Thank you,
Chris
Yes it makes sense, because you're creating a new struct specimen within your function.
Solution: pass the the previous specimen to the function as well.
function [specimen] = dummy(specimen,trial,value)
specimen.(trial) = value
end
and call:
[specimen] = dummy(specimen,'trial1',1)
or alternativly leave out the assignment at all and use the following
function [output] = dummy(value)
output = value
end
and call:
[specimen.trail1] = dummy(1)
which really depends on what you actually want to do. Put passing a name to a function which uses this name to define a struct is a little pointless unless you "use" that name otherwise. Also if you want to have input-dependent dynamic names you'd also go with the first alternative
I want to create a structure with a variable name in a matlab script. The idea is to extract a part of an input string filled by the user and to create a structure with this name. For example:
CompleteCaseName = input('s');
USER WRITES '2013-06-12_test001_blabla';
CompleteCaseName = '2013-06-12_test001_blabla'
casename(12:18) = struct('x','y','z');
In this example, casename(12:18) gives me the result test001.
I would like to do this to allow me to compare easily two cases by importing the results of each case successively. So I could write, for instance :
plot(test001.x,test001.y,test002.x,test002.y);
The problem is that the line casename(12:18) = struct('x','y','z'); is invalid for Matlab because it makes me change a string to a struct. All the examples I find with struct are based on a definition like
S = struct('x','y','z');
And I can't find a way to make a dynamical name for S based on a string.
I hope someone understood what I write :) I checked on the FAQ and with Google but I wasn't able to find the same problem.
Use a structure with a dynamic field name.
For example,
mydata.(casename(12:18)) = struct;
will give you a struct mydata with a field test001.
You can then later add your x, y, z fields to this.
You can use the fields later either by mydata.test001.x, or by mydata.(casename(12:18)).x.
If at all possible, try to stay away from using eval, as another answer suggests. It makes things very difficult to debug, and the example given there, which directly evals user input:
eval('%s = struct(''x'',''y'',''z'');',casename(12:18));
is even a security risk - what happens if the user types in a string where the selected characters are system(''rm -r /''); a? Something bad, that's what.
As I already commented, the best case scenario is when all your x and y vectors have same length. In this case you can store all data from the different files into 2 matrices and call plot(x,y) to plot each column as a series.
Alternatively, you can use a cell array such that:
c = cell(2,nufiles);
for ii = 1:numfiles
c{1,ii} = import x data from file ii
c{2,ii} = import y data from file ii
end
plot(c{:})
A structure, on the other hand
s.('test001').x = ...
s.('test001').y = ...
Use eval:
eval(sprintf('%s = struct(''x'',''y'',''z'');',casename(12:18)));
Edit: apologies, forgot the sprintf.