A data type tells the computer what kind of data a variable holds and which operations make sense.
Data type
Holds
Examples
Integer
a whole number
42, -7, 0
Real
a number that can have a fractional part
3.5, -0.25, 12.0
Boolean
one of two values
True, False
Character
one single character
'A', '7', '@'
String
a sequence of characters
'Hello', '07700 900123'
Some languages call a real a float; AQA exams use the names in the table.
Quick check
?A program stores a customer's phone number, such as 07700 900123. Which data type is most suitable?
Programming · data and operators
Arithmetic operators
+, - and * work as in maths. Real division/ can give a fractional answer.
Integer division gives only the whole-number part. The remainder (modulus) is what is left over.
Operation
200 seconds ÷ 60
Result
Real division
200 / 60
3.333…
Integer division
200 DIV 60
3
Remainder
200 MOD 60
20
AQA pseudo-code
total ← 200
minutes ← total DIV 60 # 3
seconds ← total MOD 60 # 20
Calculate
?A shop packs eggs in boxes of 6. It has 47 eggs. What value does the program store in spare?
AQA pseudo-code
boxes ← 47 DIV 6
spare ← 47 MOD 6
Programming · data and operators
Casting
Casting converts a value from one data type to another, e.g. the string '15' to the integer 15.
Keyboard input usually arrives as a string, so cast it before doing arithmetic.
Cast numbers to strings to join them into a message.
AQA calls these string conversion operations: STRING_TO_INT, STRING_TO_REAL, INT_TO_STRING, REAL_TO_STRING.
AQA pseudo-code
ageText ← USERINPUT
age ← STRING_TO_INT(ageText)
OUTPUT age + 1
Quick check
?A user types 15 for their age. The program reads it as a string and needs to output the age next year. What must happen first?
Mission check
?How does a game turn 135 seconds into 2:15 on its timer?
The timer keeps the time as one integer number of seconds. Integer division by 60 (DIV) gives the whole minutes, 2, and the remainder (MOD) gives the seconds left over, 15. Real division would give 2.25, which is not 2 minutes 25 seconds.
Mission 2
How can a few lines of code print all 100 times-table answers?
Make a guess: How can a few lines of code print all 100 times-table answers?
Programming · control flow
Sequence and selection
Sequence: statements run one after another, in order.
Selection: a condition that is true or false decides which block of code runs.
Compare with <, >, ≤, ≥, equal to = and not equal to ≠.
Join conditions with AND, OR, NOT.
AQA pseudo-code
mark ← 72
IF mark ≥ 70 THEN
OUTPUT 'Distinction'
ELSE IF mark ≥ 40 THEN
OUTPUT 'Pass'
ELSE
OUTPUT 'Fail'
ENDIF
Quick check
?What is output when this code runs?
AQA pseudo-code
temp ← 18
wind ← 35
IF temp > 15 AND NOT (wind > 30) THEN
OUTPUT 'Picnic'
ELSE
OUTPUT 'Stay in'
ENDIF
Programming · control flow
Count-controlled loops
Iteration repeats a block of code.
A count-controlled loop (definite iteration) repeats a fixed number of times. A counter variable goes up by 1 each time unless a step is given.
AQA pseudo-code
FOR count ← 1 TO 5
OUTPUT count * 3
ENDFOR
All output 3, 6, 9, 12, 15.
Programming · control flow
Condition-controlled loops
A condition-controlled loop (indefinite iteration) repeats until a condition changes, so you need not know the number of passes.
A WHILE loop tests the condition at the start: it may run zero times.
REPEAT … UNTIL (or DO … WHILE) tests at the end, so it always runs at least once.
AQA pseudo-code
total ← 1
WHILE total < 50
total ← total * 2
ENDWHILE
OUTPUT total
All output 64.
Your answer
?What is output when this code runs?
AQA pseudo-code
n ← 3
WHILE n < 40
n ← n * 2
ENDWHILE
OUTPUT n
Programming · control flow
Nesting
Nesting puts one construct inside another: an IF inside a loop, a loop inside an IF, or a loop inside a loop.
With nested loops, the inner loop runs in full for every pass of the outer loop.
Total passes of the inner block = outer passes × inner passes.
AQA pseudo-code
FOR row ← 1 TO 3
FOR col ← 1 TO 3
OUTPUT row * col
ENDFOR
ENDFOR
Output: 1, 2, 3, 2, 4, 6, 3, 6, 9 (9 values).
Calculate
?How many values does this code output?
AQA pseudo-code
FOR i ← 1 TO 4
FOR j ← 1 TO 6
OUTPUT i + j
ENDFOR
ENDFOR
Mission check
?How can a few lines of code print all 100 times-table answers?
The program uses nested count-controlled loops. The outer loop counts the rows 1 to 10, and for every row the inner loop counts the columns 1 to 10 and outputs row × column. That gives 10 × 10 = 100 answers from a handful of lines.
Mission 3
How can one name hold all 9 squares of a noughts and crosses board?
Make a guess: How can one name hold all 9 squares of a noughts and crosses board?
Programming · data structures
Arrays
An array is a data structure: it stores many values under one identifier. Each value is an element.
All elements have the same data type.
An index picks out one element. The first element has index 0.
AQA exam questions index from 0 unless they say otherwise.
?This table shows a 2D array marks with 3 rows and 4 columns (row first). What is marks[1][2]?
5
8
2
9
7
1
6
3
4
10
11
0
Programming · data structures
Records
A record groups related data about one item under one name.
Each item of data in a record is a field. Fields can have different data types.
Compare: an array's elements all share one data type, but a record mixes types.
Field
Data type
Example
name
String
'Biscuit'
species
String
'dog'
age
Integer
4
weight
Real
12.5
vaccinated
Boolean
True
Programming · data structures
Records in code
Declare the record's fields and types once, create a record from it, then reach a field with a dot: myPet.age.
AQA pseudo-code
RECORD Pet
name : String
species : String
age : Integer
weight : Real
ENDRECORD
myPet ← Pet('Biscuit', 'dog', 4, 12.5)
myPet.age ← 5
OUTPUT myPet.name # Biscuit
Quick check
?A club stores each member's name, age and whether they have paid. Which structure best holds one member's details?
Mission check
?How can one name hold all 9 squares of a noughts and crosses board?
Store the board as a 2D array: one identifier, 3 rows × 3 columns, so 9 elements of the same data type. Each square is reached with two indexes, row then column, counting from 0.
Mission 4
Two subroutines both use a variable called total. Why no clash?
Make a guess: Two subroutines both use a variable called total. Why no clash?
Programming · subroutines
Subroutines
A subroutine is a named, out-of-line block of code. It runs when you call it by its name, then control returns to the line after the call.
A procedure carries out a task. A function carries out a task and returns a value.
In AQA pseudo-code, a subroutine containing RETURN is a function; one without is a procedure.
AQA pseudo-code
SUBROUTINE welcome()
OUTPUT 'Welcome to the quiz'
ENDSUBROUTINE
welcome()
welcome()
Programming · subroutines
Parameters and return values
A parameter passes data into a subroutine when it is called. Values are matched to parameters in order.
A function sends its result back with return. The returned value replaces the call, so store it or use it straight away.
AQA uses the word parameter both for the names in the definition and for the values passed in.
AQA pseudo-code
SUBROUTINE area(width, height)
result ← width * height
RETURN result
ENDSUBROUTINE
roomArea ← area(4, 5)
OUTPUT roomArea # 20
A local variable is declared inside a subroutine: it only exists while that subroutine runs and is only usable inside it.
(Context) A global variable is declared in the main program and can be used anywhere.
Good practice: nothing outside can change a local variable, and its name can be reused elsewhere.
AQA pseudo-code
SUBROUTINE addBonus(score)
newScore ← score + 5 # newScore is local
RETURN newScore
ENDSUBROUTINE
OUTPUT addBonus(10) # 15
OUTPUT newScore # error: newScore does not exist here
Quick check
?A subroutine calcTax declares a local variable tax and returns its value. After calling calcTax, the main program tries to output tax. What happens?
Programming · subroutines
Why use subroutines?
Reuse: write code once and call it many times, so there is less to write and check.
Decomposition: each subroutine solves one part and can be written and tested on its own.
Maintenance: fix or improve the code in one place.
The structured approach: a modular program whose subroutines have clear, well-documented interfaces (parameters, return values, local variables).
Quick check
?Which task should be written as a function rather than a procedure?
Mission check
?Two subroutines both use a variable called total. Why no clash?
Each total is a local variable. It is created when its subroutine runs, can only be used inside that subroutine, and disappears when the subroutine ends. So the two variables never meet, which is why using local variables is good practice.
Mission 5
How does an app show only the last 4 digits of your card number?
Make a guess: How does an app show only the last 4 digits of your card number?
Programming · strings, files and random numbers
Strings have positions
A string is a sequence of characters. Each character has a position, its index.
The first character is at index 0, so the last is at length − 1.
The length of a string is how many characters it holds, spaces included.
A card number is stored as a string, not an integer: it is never used in arithmetic.
STRING_TO_INT('16') gives 16; INT_TO_STRING, STRING_TO_REAL and REAL_TO_STRING convert the other ways.
Programming · strings, files and random numbers
Random numbers
Games, quizzes and simulations need unpredictable values, such as a dice roll.
The range you give includes both ends: (1, 6) can give 1, 2, 3, 4, 5 or 6.
AQA pseudo-code
dice ← RANDOM_INT(1, 6)
OUTPUT dice
Calculate
?How many different values can this code output?
AQA pseudo-code
OUTPUT RANDOM_INT(5, 9)
Mission check
?How does an app show only the last 4 digits of your card number?
The card number is stored as a string. The program finds its length, works out that the last four characters start at length − 4 when counting from 0 (length − 3 when counting from 1), and takes that substring to show after the stars.
Mission 6
You typed 41, not 14, for your age. Why did the form accept it?
Make a guess: You typed 41, not 14, for your age. Why did the form accept it?
Programming · validation and authentication
What validation does
Validation is an automatic check that input is sensible and follows rules before the program uses it.
Invalid data is rejected, and the user is told why and asked again.
It stops bad data causing crashes or wrong results later.
Validation cannot tell whether data is correct: a mistyped value that still follows the rules gets through.
Programming · validation and authentication
Types of validation check
Check
What it tests
Example
Range check
a number is between limits
age 0 to 120
Length check
number of characters
password at least 8
Presence check
something was entered (not empty)
surname not blank
Quick check
?A field for a 4-digit PIN accepted 12. Which check would have rejected it?
Programming · validation and authentication
Writing a validation routine
Ask for input, test it, and keep asking until it passes.
A loop does this: the user cannot move on with invalid data.
This WHILE loop is a range check for 1 to 10.
AQA pseudo-code
score ← STRING_TO_INT(USERINPUT)
WHILE score < 1 OR score > 10
OUTPUT 'Must be 1 to 10'
score ← STRING_TO_INT(USERINPUT)
ENDWHILE
Calculate
?The user types three names in this order: an empty string, Al, then Amir. How many times is "Too short" output?
AQA pseudo-code
name ← USERINPUT
WHILE LEN(name) < 3
OUTPUT 'Too short'
name ← USERINPUT
ENDWHILE
OUTPUT 'Hello ' + name
Programming · validation and authentication
Authentication
Authentication confirms the identity of a user before they get access, e.g. with a username and password.
The program compares what is typed with the stored details.
AQA pseudo-code
username ← USERINPUT
password ← USERINPUT
IF username = 'sam01' AND password = 'Tr33house' THEN
OUTPUT 'Access granted'
ELSE
OUTPUT 'Access denied'
ENDIF
Quick check
?A programmer types OR instead of AND in the authentication condition. Which login is now wrongly granted access?
Mission check
?You typed 41, not 14, for your age. Why did the form accept it?
Validation checks that data is reasonable, such as an age from 0 to 120. 41 follows that rule, so it is accepted even though it is wrong. Only a person who knows the right answer can spot that 41 is the wrong age.
Mission 7
It passed every test. So why did it fail for an 18-year-old?
Make a guess: It passed every test. So why did it fail for an 18-year-old?
Programming · testing
Why test?
Testing checks that a program works as intended and meets its requirements.
It finds errors so they can be fixed before users meet them.
A program can run without crashing and still give wrong results.
Passing a few easy tests proves little: choose test data that could expose errors.
Programming · testing
Normal, edge and wrong data
For a program that accepts whole numbers from 1 to 10:
Normal (typical) data: sensible values that should be accepted, e.g. 5.
Boundary (extreme) data: values either side of each limit: 0, 1, 10 and 11.
Erroneous data: data that should be rejected, e.g. ten or 15.
Calculate
?The rule is "adult ticket for 18 and over". Tests with ages 10, 30 and 50 all gave the right ticket. Which single age would show the error?
AQA pseudo-code
age ← STRING_TO_INT(USERINPUT)
IF age > 18 THEN
OUTPUT 'Adult ticket'
ELSE
OUTPUT 'Child ticket'
ENDIF
Quick check
?A program accepts whole numbers from 1 to 10. A tester types the word ten. What type of test data is this?
Programming · testing
Types of error
A syntax error breaks the rules of the language, e.g. a missing bracket. The program cannot be translated or run.
A logic error lets the program run, but it gives the wrong or unexpected result, e.g. > where ≥ was needed.
Testing with good test data is how you find logic errors.
Quick check
?A program should output the average of three marks, 60, 70 and 80. It runs, but outputs 156.67 because the code says a + b + c / 3. What kind of error is this?
Mission check
?It passed every test. So why did it fail for an 18-year-old?
The code used > 18 when the rule needed ≥ 18, a mistake that only shows at exactly 18. Testing 10, 30 and 50 only tried normal values; a test at the edge of the range would have caught it.
Recap
Big ideas
A variable is a named memory location whose value can change; a constant keeps one value while the program runs.
Choose the data type that fits the data: integer, real, Boolean, character or string, and cast between types when needed (input text to an integer).
Integer division gives the whole-number part; the remainder (modulus) gives what is left over.
Sequence runs statements in order; selection uses a true/false condition to choose a branch.
Count-controlled loops repeat a fixed number of times; condition-controlled loops repeat until a condition changes, tested at the start or the end.
In nested loops the inner loop runs fully for every pass of the outer loop.
An array holds many values of one data type under one identifier; an index picks out an element (the first is index 0).
A 2D array is a table of rows and columns, so each element needs two indexes.
A record groups fields of different data types about one item.
A subroutine is a named block of code called by its name; a function returns a value and a procedure does not.
Parameters pass data in, in order; return passes a result back to the call.
Local variables exist only inside their subroutine while it runs, so the same name can be reused safely.
A string is a sequence of characters, each with an index; the length is how many characters it has. Indexes start at 0.
A substring picks out part of a string by position.
Concatenation joins strings with +.
Random number functions give a value in a range, including both ends.
Validation automatically checks input is sensible, e.g. range, length and presence checks, and rejects data that breaks the rules; it cannot check data is correct.
Authentication confirms who a user is, e.g. by matching a username and password.
Choose test data of every kind: normal, at the edges of the range, and data that should be rejected (normal, boundary, erroneous).
Syntax errors stop a program running; logic errors give wrong results.
🏆
Mini-lesson complete!
⭐⭐⭐
You've worked through Programming for AQA GCSE Computer Science (8525). 🎉
Mission 1How does a game turn 135 seconds into 2:15 on its timer?
Mission 2How can a few lines of code print all 100 times-table answers?
Mission 3How can one name hold all 9 squares of a noughts and crosses board?
Mission 4Two subroutines both use a variable called total. Why no clash?
Mission 5How does an app show only the last 4 digits of your card number?
Mission 6You typed 41, not 14, for your age. Why did the form accept it?
Mission 7It passed every test. So why did it fail for an 18-year-old?