correct scientific notation on CSV import into MATLAB - csv

I have a set of numerical data in a CSV file that is accompanied with a letter which denotes the mathematical notation for the associated number such as 'm' for milli, 'n' for nano.
for example
190.4 n
100.7 n
20.3 n
9.5 m
ect
Now when I import into MATLAB in a comma column delimiter in a numerical matrix, the scientific notation is dropped and the number is produced in a cell, unfortunately MATLAB has not taken into account the alphabetical notation and therefore the numerical data is erroneous.
Is there any way to allow the conversion into the full numerical value taking into account the notation?

Use the system command to shell out to the operating system and invoke awk or similar to make sense of and reformat your input data.
Something like this (untested)
awk '/m/ {print $1/1000}
/n/ {print $1/1000000000} ' stupid.csv > sensible.csv

Related

force Octave to show only scientific notation

See this code below, from Octave's Command Prompt:
>> log( 0.1 ) * 5e-8
ans = -0.00000011513
As can be seen, there are quite a few zeros ( 6 to be exact). I would like if the number is displayed as 1.1513e-7. Or, scientific notation, by default. How does one do that?
You can change the format of the ouput displayed by octave with the function format,
e.g. format short e forces short length exponential notation, which seems that is what you want.

How to configure Octave terminal to output numbers without scientific notation?

I am trying to print a long table of numbers in octave terminal.
disp(vec);
What I get
7.0931e-01
6.2041e-05
9.7740e-01
9.9989e-01
8.8428e-01
9.0524e-01
...
Such numerical notation is a pain to read. How can I set octave terminal to output numbers normally as 0.7, 0.014, 0.95?
You can use format short g to display each number is a more logical format
format short g
disp(vec)
% 0.70931
% 6.2041e-05
% 0.9774
% 0.99989
% 0.88428
% 0.90524
Using 'fprintf' could help in such cases
a=0.0001234;
fprintf('%.3f\n',a)
But here the limitation is that number of decimal points would be fixed so in some numbers it will display zeros at the end while for some numbers it might cut off the number.

Reading a CSV file of varying precision in Fortran

I am using an external program to run a simulation which returns to me a csv file containing output data. I need to read the data from this file into my fortran program, which analyses and optimizes the input conditions to rerun the external program.
The CSV file has say 20 columns and 70 rows. Each column contains output data for a specific parameter. Now since that program is not written by me, I cannot control the precision of the output values. So in many cases the external program truncates the number of digits after the decimal it they are zero. So it is possible in run number 1, a certain field has 3 digits after the decimal, but has only 2 digits after the decimal in run number 2.
What am I supposed to do for this? I cannot use the read command since in that I need to specify in advance the number of digits my program has to read.
I basically need a way for my program to identify data between commas and read a value or varying precision between the commas.
For input, the decimal part of a format specifier is only used if the input field does not contain a decimal point.
For the last few decades (since the demise of punched cards), users typically expect that a numeric value that doesn't contain a decimal point is an integer value. Consequently, for input, format specifications for real numbers should always have .0 for their decimal part.
For example, after:
CHARACTER(4) :: input
REAL :: a, b
input = '1 '
READ (input, "(F4.0)") a
READ (input, "(F4.1)") b
a will have the value 1.0, and b will have the value 0.1.
(For input, it doesn't particularly matter which particular real data descriptor is used (F, E, D, or G) - they all behave the same regardless of the nature of the input.)
So, for input, all you have to worry about is getting the field width right. Once you have read a record into a string this is easy enough to do by using the INDEX intrinsic.

Octave log(a) vs log a

In octave what is the difference between log(a) and log a?
>>a
a =
1 2
>>log(a)
ans =
0.00000 0.69315
>>log a
ans = 4.5747
In the second example, Octave is interpreting 'a' as a char, converting 'a' to its ASCII representation (97) and then getting the natural logarithm.
log(97) = 4.5747
In general you have two ways to call functions: as a function or as a command. E.g.
save('test.txt')
save test.txt
When a function is used as a command, it assumes the input is a string.
Anyway newer version of Matlab and Octave have an error check for character input (there is little reason to compute the logarithm of the ASCII equivalent of a character).

Convert Tektronix's RIBinary data in TCL

I am pulling data from a Tektronix oscilloscope in Tektronix' RIBinary format using a TCL script, and then within the script I need to convert that to a decimal value.
I have done very little with binary conversions in the first place, but to add to my frustration the documentation on this binary format is also very vague in my opinion. Anyway, here's my current code:
proc ::Scope::CaptureWaveform {VisaAlias Channel} {
# Apply scope settings
::VISA::Write $VisaAlias "*WAI"
::VISA::Write $VisaAlias "DATa:STARt 1"
::VISA::Write $VisaAlias "DATa:STOP 4000"
::VISA::Write $VisaAlias "DATa:ENCdg RIBinary"
::VISA::Write $VisaAlias "DATa:SOUrce $Channel"
# Download waveform
set RIBinaryWaveform [::VISA::Query $VisaAlias "CURVe?"]
# Parse out leading label from scope output
set RIBinaryWaveform [string range $RIBinaryWaveform 11 end]
# Convert binary data to a binary string usable by TCL
binary scan $RIBinaryWaveform "I*" TCLBinaryWaveform
set TCLBinaryWaveform
# Convert binary data to list
}
Now, this code pulls the following data from the machine:
-1064723993 -486674282 50109321 -6337556 70678 8459972 143470359 1046714383 1082560884 1042711231 1074910212 1057300801 1061457453 1079313832 1066305613 1059935120 1068139252 1066053580 1065228329 1062213553
And this is what the machine pulls when I just take regular ASCII data (i.e. what the above data should look like after the conversion):
-1064723968 -486674272 50109320 -6337556 70678 8459972 143470352 1046714368 1082560896 1042711232 1074910208 1057300800 1061457472 1079313792 1066305600 1059935104 1068139264 1066053568 1065228352 1062213568
Finally, here is a reference to the RIBinary specification from Tektronix since I don't think it is a standard data type:
http://www.tek.com/support/faqs/how-binary-data-represented-tektronix-oscilloscopes
I've been looking for a while now on the Tektronix website for more information on converting the data and the above URL is all I've been able to find, but I'll comment or edit this post if I find any more information that might be useful.
Updates
Answers don't necessarily have to be in TCL. If anyone can help me logically work through this on a high level I can hash out the TCL details (this I think would be more helpful to others as well)
The reason I need to transfer the data in binary and then convert it afterwards is for the purpose of optimization. Due to this I can't have the device perform the conversion before the transfer as it will slow down the process.
I updated my code some and now my results are maddeningly close to the actual results. I assume it may have something to do with the commas that are in the data originally.
Below are now examples of the raw data sent from the device without any of my parsing.
On suggestion from #kostix, I made a second script with code he gave me that I modified to fit my data set. It can be seen below, however the result are exactly the same as my above code.
ASCIi:
:CURVE -1064723968,-486674272,50109320,-6337556,70678,8459972,143470352,1046714368,1082560896,1042711232,1074910208,1057300800,1061457472,1079313792,1066305600,1059935104,1068139264,1066053568,1065228352,1062213568
RIBinary:
:CURVE #280ÀçâýðüÿKì
Note on RIBinary - ":CURVE #280" is all part of the header that I need to parse out, but the #280 part of it can vary depending on the data I'm collecting. Here's some more info from Tektronix on what the #280 means:
block is the waveform data in binary format. The waveform is formatted
as: # where is the number of y bytes. For
example, if = 500, then = 3. is the number of bytes to
transfer including checksum.
So, for my current data set x = 2 and yyy = 80. I am just really unfamiliar with converting binary data, so I'm not sure what to do programmatically to deal with the block format.
On suggestion from #kostix I made a second script with code he gave me that I modified to fit my data set:
set RIBinaryWaveform [::VISA::Query ${VisaAlias} "CURVe?"]
binary scan $RIBinaryWaveform a8a curv nbytes
encoding convertfrom ascii ${curv}
scan $nbytes %u n
set n
set headerlen [expr {$n + 9}]
binary scan $RIBinaryWaveform #9a$n nbytes
scan $nbytes %u n
set n
set numints [expr {$n / 4}]
binary scan $RIBinaryWaveform #${headerlen}I${numints} data
set data
The output of this code is the same as the code I provided above.
According to the documentation you link to, RIBinary is signed big-endian. Thus, you convert the binary data to integers with binary scan $data "I*" someVar (I* means “as many big-endian 4-byte integers as you can”). You use the same conversion with RPBinary (if you've got that) but you then need to chop each value to the positive 32-bit integer range by doing & 0xFFFFFFFF (assuming at least Tcl 8.5). For FPBinary, use R* (requires 8.5). SRIBinary, SRPBinary and SFPBinary are the little-endian versions, for which you use lower-case format characters.
Getting conversions correct can take some experimentation.
I have no experience with this stuff but like googleing. Here are my findings.
This document, in the section titled "Formatted I/O Operations" tells that the viQueryf() standard C API function combines viPrintf() (writing to a device) with viScanf() (reading from a device), and examples include calls like viQueryf (io, ":CURV?\n", "%#b", &totalPoints, rdBuffer); (see the section «IEEE-488.2 Binary Data—"%b"»), where the third argument to the function specifies the desired format.
The VISA::Query procedure from your Tcl library pretty much resembles that viQueryf() in my eyes, so I'd expect it to accept the third (optional) argument which specifies the format you want the data to be in.
If there's nothing like it, let's look at your ASCII data. Your FAQ entry and the document I found both specify that the opaque data might come in the form of a series of integers of different size and endianness. The "RIBinary" format states it should be big-endian signed integers.
The binary scan Tcl command is able to scan 16-bit and 32-bit big-endian integers from a byte stream — use the S* and I* formats, correspondingly.
Your ASCII data clearly looks like 32-bit integers, so I'd try scanning using I*.
Also see this doc — it appears to have much in common with the PDF guide I linked above, but might be handy anyway.
TL;DR
Try studying your API to find a way to explicitly tell the device the data format you want. This might produce a more robust solution in the case the device might be somehow reconfigured externally to change its default data format effectively pulling the rug under the feet of your code which relies on certain (guessed) default.
Try interpreting the data as outlined above and see if the interpretation looks sensible.
P.S.
This might mean nothing at all, but I failed to find any example which has "e" between the "CURV" and the "?" in the calls to viQueryf().
Update (2013-01-17, in light of the new discoveries about the data format): to binary scan the data of varying types, you might employ two techniques:
binary scan accepts as many specifiers in a row, you like; they're are processed from left to right as binary scan reads the supplied data.
You can do multiple runs of binary scanning over a chunk of your binary data either by cutting pieces of this chunk (string manipulation Tcl commands understand they're operating on a byte array and behave accordingly) or use the #offset term in the binary scan format string to make it start scanning from the specified offset.
Another technique worth employing here is that you'd better first train yourself on a toy example. This is best done in an interactive Tcl shell — tkcon is a best bet but plain tclsh is also OK, especially if called via rlwrap (POSIX systems only).
For instance, you could create a fake data for yourself like this:
% set b [encoding convertto ascii ":CURVE #224"]
:CURVE #224
% append b [binary format S* [list 0 1 2 -3 4 -5 6 7 -8 9 10 -11]]
:CURVE #224............
Here we first created a byte array containing the header and then created another byte array containing twelve 16-bit integers packed MSB first, and then appended it to the first array essentially creating a data block our device is supposed to return (well, there's less integers than the device returns). encoding convertto takes the name of a character encoding and a string and produces a binary array of that string converted to the specified encoding. binary format is told to consume a list of arbitrary size (* in the format list) and interpret it as a list of 16-bit integers to be packed in the big-endian format — the S format character.
Now we can scan it back like this:
% binary scan $b a8a curv nbytes
2
% encoding convertfrom ascii $curv
:CURVE #
% scan $nbytes %u n
1
% set n
2
% set headerlen [expr {$n + 9}]
11
% binary scan $b #9a$n nbytes
1
% scan $nbytes %u n
1
% set n
24
% set numints [expr {$n / 2}]
12
% binary scan $b #${headerlen}S${numints} data
1
% set data
0 1 2 -3 4 -5 6 7 -8 9 10 -11
Here we proceeded like this:
Interpret the header:
Read the first eight bytes of the data as ASCII characters (a8) — this should read our :CURVE # prefix. We convert the header prefix from the packed ASCII form to the Tcl's internal string encoding using encoding convertfrom.
Read the next byte (a) which is then interpreted as the length, in bytes, of the next field, using the scan command.
We then calculate the length of the header read so far to use it later. This values is saved to the "headerlen" variable. The length of the header amounts to the 9 fixed bytes plus variable-number of bytes (2 in our case) specifying the length of the following data.
Read the next field which will be interpreted as the "number of data bytes" value.
To do this, we offset the scanner by 9 (the length of ":CURVE #2") and read so many ASCII bytes as obtained on the previous step, so we use #9a$n for the format: $n is just obtaining the value of a variable named "n", and it will be 2 in our case. Then we scan the obtained value and finally get the number of the following raw data.
Since we will read 16-bit integers, not bytes, we divide this number by 2 and store the result to the "numints" variable.
Read the data. To do this, we have to offset the scanner by the length of the header. We use #${headerlen}S${numints} for the format string. Tcl expands those ${varname} before passing the string to the binary scan so the actual string in our case will be #11S12 which means "offset by 11 bytes then scan 12 16-bit big-endian integers".
binary scan puts a list of integers to the variable which name is passed, so no additional decoding of those integers is needed.
Note that in the real program you should probably do certain sanity checks:
* After the first step check that the static part of the header is really ":CURVE #".
* Check the return value of binary scan and scan after each invocation and check it equals to the number of variables passed to the command (which means the command was able to parse the data).
One more insight. The manual you cited says:
is the number of bytes to transfer including checksum.
so it's quite possible that not all of those data bytes represent measures, but some of them represent the checksum. I don't know what format (and hence length) and algorithm and position of this checksum is. But if the data does indeed include a checksum, you can't interpret it all using S*. Instead, you will probably take another approach:
Extract the measurement data using string range and save it to a variable.
binary scan the checksum field.
Calculate the checksum on the data obtained on the first step, verify it.
Use binary scan on the extracted data to get back your measurements.
Checksumming procedures are available in tcllib.
# Download waveform
set RIBinaryWaveform [::VISA::Query ${VisaAlias} "CURVe?"]
# Extract block format data
set ResultCount [expr [string range ${RIBinaryWaveform} 2 [expr [string index${RIBinaryWaveform} 1] + 1]] / 4]
# Parse out leading label from Tektronics block format
set RIBinaryWaveform [string range ${RIBinaryWaveform} [expr [string index ${RIBinaryWaveform} 1] + 2] end]
# Convert binary data to integer values
binary scan ${RIBinaryWaveform} "I${ResultCount}" Waveform
set Waveform
Okay, the code above does the magic trick. This is very similar to all the things discussed on this page, but I figured I needed to clear up the confusion about the numbers from the binary conversion being different from the numbers received in ASCII.
After troubleshooting with a Tektronix application specialist we discovered that the data I had been receiving after the binary conversion (the numbers that were off by a few digits) were actually the true values captured by the scope.
The reason the ASCII values are wrong is a result of the binary-to-ASCII conversion done by the instrument and then the incorrect values are then passed by the scope to TCL.
So, we had it right a few days ago. The instrument was just throwing me for a loop.