FILE I/O: Low-level 1.General Ideas. High vs. low-level 2.Opening a file 3.Closing a file 4.Writing...

FILE I/O: Low-level

1. General Ideas. High vs. low-level2. Opening a file3. Closing a file4. Writing data to the file5. Reading data from the file (numerical, strings..

Etc)1

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1. High vs low level

High level• “1 line of code opens the file,

reads/write the data, closes the file”

clcclear

%upload data from filedata = dlmread(‘myfile.dat’);

%ready to analyze the data..

Low level• Requires at least 3 lines!

clcclear

%open the file__ = fopen(_________);

%grab the data ‘properly’______(a lot of options)_____

%close the filefclose(_____);

%ready to analyze the data…

1. Low-Level, cont.

• Some files are mixed format that are not readable by high-level functions such as xlsread() and dlmread()!

• Since the data is not easily recognized by any high-level function, every step to read the file requires a separate MATLAB command:1. Open a file, either to read-from or to write-to2. Read or write data from/to the file with the specific delimiters3. Close the file

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The order of today..

1. first, learn the fopen() command2. then, learn the fclose() command3. dump data to a file - fprintf()4. read string data - fgets() and fgetl()5. read numerical data -fscanf()6. read combination of numerical and string - textscan()

2. Opening / Closing Files

• "Open a file"– Program requests access to a file (from the OS) for reading and/or

writing data to/from the file.

• "Close a file"– Inform the OS that the program is finished working with the file.

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2. Opening a file

• There are many syntaxes possible (from the doc file):

• The most commonly used ones (in EGR115):

DescriptionfileID = fopen(filename); %opens the file filename for read access, and returns an integer file identifier.fileID = fopen(filename, permission); %opens the file with the specified permission.

2. Opening a file

• Syntax to open a filefileID = fopen( filename , permission );

– fileID is known as a file identifier. It is like a "nickname" and is used instead of the filename when actually working with the file.

– filename represents a string that is the name of the file with its extension (the letters after the dot). It can either be hardcoded, or within a variable

– permission is a string that describes the type of access for the file>> why is this needed?

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2. Opening Files: permission

• The “permission” indicates how MATLAB will use the file after being opened.

• Since the operating system has permissions (read-only, write-only) assigned to files, when you request access to a file you must tell the system in what mode you will be using the file.

• The strings used for this tell the OS what it needs to know, and has an impact on how MATLAB will use the file.

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2. Opening Files: permission

• The most commonly used strings are‘r’ Open file for reading (default).‘w’ Open or create new file for writing. Discard existing contents, if any.‘a’ Open or create new file for writing. Append data to the end of the file.

• There are MANY more>> doc fopen <enter>

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2. Opening Files: File Position Pointer

• What happens when MATLAB opens a file to read or write?– When a file is opened, a “file position pointer” is created. The system

keeps track of the point in the file to which your program has read or written.

– Think of it like a cursor that moves as you read or write the file.

– The file position pointer is set initially to different locations depending on the permission granted.

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2. Opening Files: File Position Pointer

• Depending on the access-mode, does a file get “wiped” or not, “created” or not?

• You should be able to reason this out – memorization is not the key here!

Access Mode Delete Content? Create File?

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r

w

a

This is the only ‘tricky’ one. Think: ‘w’=write=wipe.

2. Opening Files: Choosing a permission

• Trivia

A “log file” is a file that keeps a history of events. Many programs keep log files. They help programmers see what occurred in the past so that a problem can be fixed.

For example, swiping for attendance creates a log-file.

If your program is going to keep a log file, what is the best mode to use when opening this file? Why?

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2. Closing Files

• Syntax:fclose(fid); %usually ignore the return value

• After working with a file, it is important to close the file. Other than being good form, it is critical when writing to the file.

• Remember this? "Safe remove" warning on USB drives.– When the OS is supposed to put information on disk it frequently waits until it

determines the best time. This is known as "write caching".– Windows may wait to write data. If your program finishes and Windows hasn't

written this data, it will not be written at all!

>> Closing the file forces Windows to write the data to the disk.

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2. Examples of opening and closing

% Example 1) open a file from which to readfileGrades = fopen('grades.txt', 'r'); %hardcode the filename<code block to be inserted here>%close filefclose(fileGrades);

% Example 2) ask user for a filename, then open it to readnameFile = input('Name of file with grades? (e.g. grades.txt): ', 's');fileGrades = fopen(nameFile, 'r'); <code block to be inserted here>%close filefclose(fileGrades);

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Use the file handle – not the file name!

no quotes: a variable

Notice that the file handle variable can be any acceptable variable name

Example:fh = fopen('log_file.txt', 'a');for k = 1:nbEvents fprintf(fh,'Event #%d: %15s %s\n',k,events{k,1},events{k,2});endfclose(fh);

3. Writing to Text Files

fprintf(<file handle>, … The rest is as usual...);

Don’t forget the semi-colon!Otherwise, MATLAB displays in the command window a number!

fprintf() default output is how many characters were printed.

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File handle – not the file name!

3. MS Windows Text files

• When writing to a text file, MATLAB will write only a single newline character to the end of a line.

• Yet, a Windows software (like Notepad) requires two different characters at the end of a line.

• If you choose to open the file in a Windows based software, pad, it will not look like you expect:

• But if you open with WordPad…16

3. MS Windows Text files

• There is nothing wrong with this – unless you intend to work with the file outside of your program (and in Windows).

• To make it Windows-ready, write both a carriage return (\r) and a newline (\n):

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3. Writing Text Files

Inserting data into the middle of a text file

Writing to text files is not like working in Word!

When you write to a text file, the data added to the file will write over any existing data in the file after the files position pointer – there is no “insert mode”!

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3. Writing Text Files

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What we think should happen…

3. Writing Text Files

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What REALLY happens…

3. Writing Text Files

There is no quick-fix to this problem.

You must write code that moves the existing file data so that you can insert the new data. This might mean copying to a new file, or looping and overwriting the old data.

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4. Reading text files

• There are many ways to read from a file, due to the infinite possibility of its content.– Numbers? (Remember to use dlmread() if there is ONLY nbs!)– Strings? – Numbers and strings? – Pattern? – No pattern?

• Therefore, there are many built-in functions, and ALL can be used in combinations, repeatedly, within a loop… to make it work!

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LAST but

not least…

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4. Reading files

• Examples of files requiring low-level functions

• It’s all about moving that cursor from top to bottom, and grabbing the data as you go!

4. Reading text files - Strings

• Reading an entire line as a string

– including storing the new line character in the variablestr = fgets(<file handle>);

– without storing the new line character in the variablestr = fgetl(<file handle>);

>> Both function calls above move the cursor down to the next line (you can use this to “skip” lines by ignoring its return value!)

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Using fgets()

• Includes the new line character in your variable

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Suppose we had this data file (.txt file)

And ran this program:

fh = fopen('testdata.txt', 'r');

x = fgets(fh);

fprintf(‘->%s<-', x); %old fprintf

Notice there are TWO newlines in the variable:

l i n e 1 \r \n

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Using fgets()

• The important idea though is that MATLAB moved the cursor past the first line. Since the file has not been closed, MATLAB is ready to scan the second line!

• Use another fgets() to grab the next line..

• Or write a for loop to do repeat the fgets()

How can we get rid of the \r\n ?

Using fgetl()

• Reads past the newline, but DOES NOT include the newline character in your variable

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And ran this program:

fh = fopen('testdata.txt', 'r');

x = fgetl(fh);

fprintf('->%s<-', x) %old fprintf

4. Reading text files – Numerical data

• Assume you’ve moved the cursor PAST the first line in the following file, using fgets() previously mentioned

• Which function can be used to read numerical data (easily)?

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Note: dlmread() is impossible since we have characters at top!

4. Reading text files – Numerical data

fscanf() is like the reverse of fprintf(). Specify the format you want to match and fscanf() will read from the file as long as it can match that format.

fscanf() is not good for reading strings because it will save the characters as their ASCII equivalents.

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Returns 1 numerical array (2D if necessary).

That’s why it doesn’t like strings, usually of different length!

4. Using fscanf()

So:

After opening the file, and moving the cursor past the first line (using fgets() for example), read the contents using:

%open file (read by default)fh = fopen('example.txt');

%move cursor past first line (ignore return value)fgets(fh);

%load the numerical datadata = fscanf(fh, '%d\t%d')

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4. Using fscanf()

However, the result would be:

This demonstrates that fscanf() reads the data in line-order, but then stores it as a column. Change this format using one more argument on the function call.

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4. Using fscanf()

Change the function call to:data = fscanf(fh, '%d\t%d', [2, 3])

The return-value collected is now:

MATLAB is still reading the data in line-order, and still storing the data in column-order, but we've now specified how big the columns will be – two rows each.

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Add this 3rd argument

4. Using fscanf()

We may want the data to be in the form of the file. Unfortunately, changing the third argument doesn’t help:

data = fscanf(fh, '%d\t%d', [3, 2])

• Original file data:

• This is because fscanf() is still filling the variable in “column-order” – it fills a column first and then moves onto the next column.

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4. Using fscanf()

To fix this, first read it in as a 2x3 matrix:data = fscanf(fh, '%d\t%d', [2, 3])

Then transpose the matrix:data = data'

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4. Using fscanf()

Usually, combine all in one line:data = fscanf(fh, '%d\t%d', [2, 3])’

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4. Using fscanf()

• Suppose the number of lines in the files is unknown, or more importantly is constantly updated!

• Use MATLAB’s inf constant (infinity). It means “as many as needed”

data = fscanf(fh, '%d\t%d', [2, inf])’;

• Now, if the data file gets larger, the program can still handle it.

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Will this work? data = fscanf(fh, '%d\t%d', [inf, 2])

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fscanf() CAUTION

• There isn’t a way to read only UP TO the columns wanted.

For example: there are 10 columns in the file, and all you need is columns 3 and 7. Too bad..

Don’t do this:Data = fscanf(fid,’%f %d %f %f %d %d %d’,[7, inf]);

That will move the cursor past the 7th column, then start scanning from there again!!

Do this:Data = fscanf(fid,’%*f %*d %f %*f %*d %*d %d %*f %*f %*f’,[2, inf]); %the * tells MATLAB to read past this part without storing it within Data. BUT THERE ARE 10 PLACEHOLDERS

fix that on your slides

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5. Reading files – Strings & Numbers

• Assume the following file:

• Again, move past the first line using fgets() or fgetl(), then how should we grab both integers, and strings?– Remember fscanf() is NOT friendly, it will return ASCII values!

5. Using textscan()

• textscan() is similar to fscanf() but is friendly to strings and numbers.

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There is still 1 return value, but this time it is a cell-array (capable of having strings and numbers of any size!)

5. Using textscan()

• Assume this updated data file:

• After opening the file, and moving the cursor past the first line (using fgets() for example), read the contents using:

data = textscan(fid,'%d %s %d')

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5. Using textscan()

• The return value is not a 2D cell-array, but rather 1 single row:

• To extract the data, simply reference the one cell you’re interested in, using { }. For example:

allNames = _________________ allGrades = _________________ allIDs = _________________

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5. Using textscan()

• CAUTION: fscanf() and textscan() are extremely picky when it comes to the format string. Even 1 extra space or a missing character could throw MATLAB off.

• Consider this file:

data=textscan(fid,‘%s %d %d %d AM’); %would not workdata=textscan(fid,‘%s %d %d:%d AM’); %would workdata=textscan(fid,‘%s %d %d:%d %s’); %would work

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5. Using textscan() – option1

• HOWEVER, YOU (programmer) have much much more control over how the information is taken.

data=textscan(fid,'%s %d %d:%d AM')

4 placeholders=

4 columns

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5. Using textscan() – option2

• Note: with low-level, YOU (programmer) have much much more control over how the information is taken.

data=textscan(fid,'%s %d %d:%d %s')

5 placeholders=

5 columns

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5. Using textscan() – option3

• Note: with low-level, YOU (programmer) have much much more control over how the information is taken.

data=textscan(fid,'%s %d %s AM')

3 placeholders=

3 column

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textscan() CAUTION

• There isn’t a way to read only UP TO the columns wanted.

For example: there are 10 columns in the file, and all you need is columns 3 and 7. Too bad..

Don’t do this:Data = textscan(fid,’%s %d %s %s %d %d %d’);

That will move the cursor past the 7th column, then start scanning from there again!!

Do this:Data = textscan(fid,’%*s %*d %s %*s %*d %*d %d %*f %*f %*f’); %the * tells MATLAB to read past this part without storing it within Data. BUT THERE ARE 10 PLACEHOLDERS

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So far.. No loop

• fscanf() and textscan() scan and repeat the format string. They stop when the pattern no longer matches.

• fgets() and fgetl() do not. They scan 1 line only. You may have to write a loop to make it more efficient!

%move cursor past the 11th line (skip all first 11 lines)for k = 1:11 fgets(fid); %ignore string returnedend

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Try all ideas at home!

• Assume this file, scan the data!

• Read the file to filter the actual lines of captions. Rewrite the lines of caption in a new separate file!

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Key Ideas: Low Level Functions

• used when a mixture of data is in the file• always require the use of fopen(), and fclose()

– fopen() has mainly 3 permission mode: read, write, append.

• There are many functions out there! Out of those seen:– Some are good with strings

fgets()fgetl()

– Some are good with numbersfscanf(), textscan() – returns a numerical array

– Some are good with strings & numberstextscan() - returns 1 row cell-array

• Note: rarely is the actual name of the file used, besides on the fopen() call. All other functions require the file identifier.

Don’t remember these by heart

As always…

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