In addition to arithmetic operations, there are comparison operations in mathematics, such as 5 > 4 or 3 < 1. They also exist in programming. For example, when we visit a website, the username and password are compared with those in the database. If they match, we can authenticate. In this lesson, we will learn more about comparison operations.
Programming languages have adapted all mathematical comparison operations unchanged, except for the equality and inequality operators. The regular equal sign= is used for this in mathematics, but it is less common in programming.
Many languages use the = symbol to assign values to variables. That is why we use == for comparison in Python.
Here is the list of comparison operations:
- < — less than
- <= — less than or equal to
- > — more
- >= — greater than or equal to
- == — equals
- != — is not equal to
These operations are not limited to numbers. For example, you can use the equality operator to compare strings. The password == text comparison works with the string values.
The logical data type
A logical operation like 5 > 4 or password == text is an expression. Its result is a specific value — True or False.
It is a bool — a new data type for us:
Along with strings, integers, and rational numbers, the bool is one of the primitive data types in Python.
Let us try to write a simple function that takes the age of children as input and determines whether they are babies or not. We define babies as children under the age of one:
Each operation is an expression, so the only line of the function we write means "return the value that results from the comparison age < 1". Depending on the argument passed, the comparison will be True or False, and return will return that result.
Now run the check on a child who is six months old:
The result of the operation is True. So the child is a baby.
Predicates
The is_infant() function is a predicate or question function. A predicate answers a "yes or no" question by returning a boolean value. Predicates in any language usually have convenient names to make them easy to parse. Python predicates start with the prefixes is or has:
- is_infant() — is it an infant?
- has_children() — do they have children?
- is_empty() — is it empty?
- has_errors() — are there any errors?
A function is a predicate function if it returns the boolean values True or False.
Let us write another predicate function. It takes a string and checks if it is the word 'Castle':
Combining operations and functions
Logic operations are expressions, meaning we can combine them with other ones. For example, if we want to check whether a number is odd or even. The approach used in programming is to check the remainder of a division by two:
- If the remainder is 0 — the number is even
- If the remainder is not 0 — the number is odd
Division remainders are a simple but essential concept in arithmetic, algebra, number theory, and cryptography. You need to divide the number into several equal groups. If anything remains at the end, it is the remainder of the division.
Here we split some candies equally among individuals:
- 7 candies, 2 people: 2 x 3 + remainder 1 - 7 not a multiple of 2
- 21 candies, 3 people: 3 x 7 + remainder 0 - 21 multiples of 3
- 19 candies, 5 people: 5 x 3 + remainder 4 - 19 not a multiple of 5
The % operator calculates the remainder of a division:
- 7 % 2 → 1
- 21 % 3 → 0
- 19 % 5 → 4
Let us combine the equality check == and the arithmetic operator % into one expression and write a function that checks if a number is odd or even:
Arithmetic operators have higher priority than logical ones. So, there are three steps. The program:
- Calculates the arithmetic expression number % 2
- Compares the result with zero
- Returns the result of the equality check
Now we will write a function that takes a string and checks if it starts with the letter a.
Here is the algorithm:
- Get the initial character of the string and assign it to the variable
- Compare whether the symbol is equal to the letter a
- Return the result
And here is the code:
Try to say what is going on in the same way we decoded the process in the is_even() example to understand what is happening here.
You now know that programmers use comparison operations alongside arithmetic operations. But remember that we indicate equality with ==. This way, you will not confuse this operation with assigning a value to a variable.
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<div id="app" data-page="{"component":"web/courses/lessons/theory_unit","props":{"errors":{},"locale":"en","language":"en","httpsHost":"https://hexlet.io","host":"hexlet.io","colorScheme":"light","auth":{"user":{"id":null,"last_viewed_notification_id":null,"email":null,"state":null,"first_name":"","last_name":"","current_program":null,"current_team":null,"full_name":"","guest":true,"can_use_paid_features":false,"is_hexlet_employee":false,"sanitized_phone_number":"","can_subscribe":true,"can_renew_education":false}},"cloudflareTurnstileSiteKey":"0x4AAAAAAA15KmeFXzd2H0Xo","vkIdClientId":"51586979","yandexIdClientId":null,"formAuthToken":"y3MHngpjxIq8eR79v0uNdflam9W9ZDxyOUacrc43OZ-YtWqoKwj_attz4RUN1bq09fAVjnF6Jn6bw1a-g-vmRA","topics":[],"lesson":{"exercise":{"id":2699,"slug":"python_basics_logical_operations_exercise","name":null,"state":"active","kind":"exercise","language":"python","locale":"en","has_web_view":false,"has_test_view":false,"reviewable":true,"readme":"## src/solution.py\n\nImplement the function `has_upper_case()`, which determines if a string contains uppercase letters. The function should return a boolean value:\n\n```python\nhas_upper_case('') # False\nhas_upper_case('python') # False\nhas_upper_case('pyThon') # True\n```\n\n### Hint\n\nUse a method from the [standard library](https://docs.python.org/3/library/stdtypes.html#string-methods), that converts a string to lowercase. Pay attention to how such a string differs from the original one.\n","prepared_readme":"## src/solution.py\n\nImplement the function `has_upper_case()`, which determines if a string contains uppercase letters. The function should return a boolean value:\n\n```python\nhas_upper_case('') # False\nhas_upper_case('python') # False\nhas_upper_case('pyThon') # True\n```\n\n### Hint\n\nUse a method from the [standard library](https://docs.python.org/3/library/stdtypes.html#string-methods), that converts a string to lowercase. Pay attention to how such a string differs from the original one.\n","has_solution":true,"entity_name":"Logic"},"units":[{"id":8973,"name":"theory","url":"/courses/python-basics/lessons/logical-operations/theory_unit"},{"id":9385,"name":"quiz","url":"/courses/python-basics/lessons/logical-operations/quiz_unit"},{"id":9647,"name":"exercise","url":"/courses/python-basics/lessons/logical-operations/exercise_unit"}],"links":[],"ordered_units":[{"id":8973,"name":"theory","url":"/courses/python-basics/lessons/logical-operations/theory_unit"},{"id":9385,"name":"quiz","url":"/courses/python-basics/lessons/logical-operations/quiz_unit"},{"id":9647,"name":"exercise","url":"/courses/python-basics/lessons/logical-operations/exercise_unit"}],"id":3961,"slug":"logical-operations","state":"approved","name":"Logic","course_order":300,"goal":"Learning what a logical type is and how to apply logical operations","self_study":null,"theory_video_provider":null,"theory_video_uid":null,"theory":"In addition to arithmetic operations, there are comparison operations in mathematics, such as `5 > 4` or `3 < 1`. They also exist in programming. For example, when we visit a website, the username and password are compared with those in the database. If they match, we can authenticate. In this lesson, we will learn more about comparison operations.\n\nProgramming languages have adapted all mathematical comparison operations unchanged, except for the equality and inequality operators. The regular equal sign`=` is used for this in mathematics, but it is less common in programming.\n\nMany languages use the `=` symbol to assign values to variables. That is why we use `==` for comparison in Python.\n\nHere is the list of comparison operations:\n\n* `<` — less than\n* `<=` — less than or equal to\n* `>` — more\n* `>=` — greater than or equal to\n* `==` — equals\n* `!=` — is not equal to\n\nThese operations are not limited to numbers. For example, you can use the equality operator to compare strings. The `password == text` comparison works with the string values.\n\n## The logical data type\n\nA logical operation like `5 > 4` or `password == text` is an expression. Its result is a specific value — `True` or `False`.\n\nIt is a `bool` — a new data type for us:\n\n```python\nresult = 5 > 4\nprint(result) # => True\nprint('one' != 'one') # => False\n```\n\nAlong with strings, integers, and rational numbers, the `bool` is one of the primitive data types in Python.\n\nLet us try to write a simple function that takes the age of children as input and determines whether they are babies or not. We define babies as children under the age of one:\n\n```python\ndef is_infant(age):\n return age < 1\n\nprint(is_infant(3)) # => False\n```\n\nEach operation is an expression, so the only line of the function we write means \"return the value that results from the comparison `age < 1`\". Depending on the argument passed, the comparison will be `True` or `False`, and `return` will return that result.\n\nNow run the check on a child who is six months old:\n\n```python\nprint(is_infant(0.5)) # => True\n```\n\nThe result of the operation is `True`. So the child is a baby.\n\n## Predicates\n\nThe `is_infant()` function is a **predicate** or question function. A predicate answers a \"yes or no\" question by returning a boolean value. Predicates in any language usually have convenient names to make them easy to parse. Python predicates start with the prefixes `is` or `has`:\n\n* `is_infant()` — is it an infant?\n* `has_children()` — do they have children?\n* `is_empty()` — is it empty?\n* `has_errors()` — are there any errors?\n\nA function is a predicate function if it returns the boolean values `True` or `False`.\n\nLet us write another predicate function. It takes a string and checks if it is the word `'Castle'`:\n\n```python\ndef is_castle(string):\n return string == 'Castle'\n\nprint(is_castle('Sea'))\n```\n\n## Combining operations and functions\n\nLogic operations are expressions, meaning we can combine them with other ones. For example, if we want to check whether a number is odd or even. The approach used in programming is to check the remainder of a division by two:\n\n* If the remainder is `0` — the number is even\n* If the remainder is not `0` — the number is odd\n\nDivision remainders are a simple but essential concept in arithmetic, algebra, number theory, and cryptography. You need to divide the number into several equal groups. If anything remains at the end, it is the remainder of the division.\n\nHere we split some candies equally among individuals:\n\n* 7 candies, 2 people: 2 x 3 + remainder 1 - 7 not a multiple of 2\n* 21 candies, 3 people: 3 x 7 + remainder 0 - 21 multiples of 3\n* 19 candies, 5 people: 5 x 3 + remainder 4 - 19 not a multiple of 5\n\nThe `%` operator calculates the remainder of a division:\n\n* `7 % 2` → `1`\n* `21 % 3` → `0`\n* `19 % 5` → `4`\n\nLet us combine the equality check `==` and the arithmetic operator `%` into one expression and write a function that checks if a number is odd or even:\n\n```python\ndef is_even(number):\n return number % 2 == 0\n\nprint(is_even(10)) # => True\nprint(is_even(3)) # => False\n```\n\nArithmetic operators have higher priority than logical ones. So, there are three steps. 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__m__-_R_rdub_"><style data-mantine-styles="inline">.__m__-_R_6qrdub_{margin-top:0rem;padding-inline:var(--mantine-spacing-xs);width:100%;}@media(min-width: 48em){.__m__-_R_6qrdub_{margin-top:var(--mantine-spacing-xl);width:80%;}}@media(min-width: 62em){.__m__-_R_6qrdub_{padding-inline:var(--mantine-spacing-xl);}}</style><div style="margin-inline:auto;max-width:var(--mantine-breakpoint-xl)" class="__m__-_R_6qrdub_"><div style="color:var(--mantine-color-dimmed)" class="m_4451eb3a mantine-Center-root" data-inline="true"><div style="--ti-size:var(--ti-size-xs);--ti-bg:transparent;--ti-color:var(--mantine-color-indigo-light-color);--ti-bd:calc(0.0625rem * var(--mantine-scale)) solid transparent;margin-inline-end:calc(0.125rem * var(--mantine-scale));color:inherit" class="m_7341320d mantine-ThemeIcon-root" data-variant="transparent" data-size="xs"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-lock "><path d="M5 13a2 2 0 0 1 2 -2h10a2 2 0 0 1 2 2v6a2 2 0 0 1 -2 2h-10a2 2 0 0 1 -2 -2v-6"></path><path d="M11 16a1 1 0 1 0 2 0a1 1 0 0 0 -2 0"></path><path d="M8 11v-4a4 4 0 1 1 8 0v4"></path></svg></div><p style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Python Basics</p></div><h1 style="--title-fw:var(--mantine-h1-font-weight);--title-lh:var(--mantine-h1-line-height);--title-fz:var(--mantine-h1-font-size);margin-bottom:var(--mantine-spacing-xl)" class="m_8a5d1357 mantine-Title-root" data-order="1">Theory: Logic</h1><script type="application/ld+json">{"@context":"https://schema.org","@type":"LearningResource","name":"Logic","inLanguage":"en","isPartOf":{"@type":"LearningResource","name":"Python Basics"},"isAccessibleForFree":"False","hasPart":{"@type":"WebPageElement","isAccessibleForFree":"False","cssSelector":".paywalled"}}</script><div 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class="m_698f4f23 mantine-Alert-label">Full access to materials</span></div><div id="mantine-_R_remqrdub_-body" class="m_7fa78076 mantine-Alert-message"><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:space-between;--group-wrap:wrap" class="m_4081bf90 mantine-Group-root"><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Sign up and get access to this and dozens of other courses</p><a style="--button-height:var(--button-height-xs);--button-padding-x:var(--button-padding-x-xs);--button-fz:var(--mantine-font-size-xs);--button-bg:linear-gradient(45deg, var(--mantine-color-blue-filled) 0%, var(--mantine-color-cyan-filled) 100%);--button-hover:linear-gradient(45deg, var(--mantine-color-blue-filled) 0%, var(--mantine-color-cyan-filled) 100%);--button-color:var(--mantine-color-white);--button-bd:none" class="mantine-focus-auto mantine-active m_77c9d27d mantine-Button-root m_87cf2631 mantine-UnstyledButton-root" data-variant="gradient" data-size="xs" href="/u/new"><span class="m_80f1301b mantine-Button-inner"><span class="m_811560b9 mantine-Button-label">Sign up</span></span></a></div></div></div></div></div><div class="paywalled m_d08caa0 mantine-Typography-root"><p>In addition to arithmetic operations, there are comparison operations in mathematics, such as <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">5 > 4</code> or <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">3 < 1</code>. They also exist in programming. For example, when we visit a website, the username and password are compared with those in the database. If they match, we can authenticate. In this lesson, we will learn more about comparison operations.</p>
<p>Programming languages have adapted all mathematical comparison operations unchanged, except for the equality and inequality operators. The regular equal sign<code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">=</code> is used for this in mathematics, but it is less common in programming.</p>
<p>Many languages use the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">=</code> symbol to assign values to variables. That is why we use <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">==</code> for comparison in Python.</p>
<p>Here is the list of comparison operations:</p>
<ul>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight"><</code> — less than</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight"><=</code> — less than or equal to</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">></code> — more</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">>=</code> — greater than or equal to</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">==</code> — equals</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">!=</code> — is not equal to</li>
</ul>
<p>These operations are not limited to numbers. For example, you can use the equality operator to compare strings. The <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">password == text</code> comparison works with the string values.</p>
<h2 id="heading-2-1">The logical data type</h2>
<p>A logical operation like <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">5 > 4</code> or <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">password == text</code> is an expression. Its result is a specific value — <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">True</code> or <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">False</code>.</p>
<p>It is a <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">bool</code> — a new data type for us:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">result = 5 > 4
print(result) # => True
print('one' != 'one') # => False</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Along with strings, integers, and rational numbers, the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">bool</code> is one of the primitive data types in Python.</p>
<p>Let us try to write a simple function that takes the age of children as input and determines whether they are babies or not. We define babies as children under the age of one:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">def is_infant(age):
return age < 1
print(is_infant(3)) # => False</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Each operation is an expression, so the only line of the function we write means "return the value that results from the comparison <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">age < 1</code>". Depending on the argument passed, the comparison will be <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">True</code> or <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">False</code>, and <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">return</code> will return that result.</p>
<p>Now run the check on a child who is six months old:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">print(is_infant(0.5)) # => True</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>The result of the operation is <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">True</code>. So the child is a baby.</p>
<h2 id="heading-2-2">Predicates</h2>
<p>The <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">is_infant()</code> function is a <strong>predicate</strong> or question function. A predicate answers a "yes or no" question by returning a boolean value. Predicates in any language usually have convenient names to make them easy to parse. Python predicates start with the prefixes <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">is</code> or <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">has</code>:</p>
<ul>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">is_infant()</code> — is it an infant?</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">has_children()</code> — do they have children?</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">is_empty()</code> — is it empty?</li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">has_errors()</code> — are there any errors?</li>
</ul>
<p>A function is a predicate function if it returns the boolean values <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">True</code> or <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">False</code>.</p>
<p>Let us write another predicate function. It takes a string and checks if it is the word <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">'Castle'</code>:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">def is_castle(string):
return string == 'Castle'
print(is_castle('Sea'))</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<h2 id="heading-2-3">Combining operations and functions</h2>
<p>Logic operations are expressions, meaning we can combine them with other ones. For example, if we want to check whether a number is odd or even. The approach used in programming is to check the remainder of a division by two:</p>
<ul>
<li>If the remainder is <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">0</code> — the number is even</li>
<li>If the remainder is not <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">0</code> — the number is odd</li>
</ul>
<p>Division remainders are a simple but essential concept in arithmetic, algebra, number theory, and cryptography. You need to divide the number into several equal groups. If anything remains at the end, it is the remainder of the division.</p>
<p>Here we split some candies equally among individuals:</p>
<ul>
<li>7 candies, 2 people: 2 x 3 + remainder 1 - 7 not a multiple of 2</li>
<li>21 candies, 3 people: 3 x 7 + remainder 0 - 21 multiples of 3</li>
<li>19 candies, 5 people: 5 x 3 + remainder 4 - 19 not a multiple of 5</li>
</ul>
<p>The <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">%</code> operator calculates the remainder of a division:</p>
<ul>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">7 % 2</code> → <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">1</code></li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">21 % 3</code> → <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">0</code></li>
<li><code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">19 % 5</code> → <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">4</code></li>
</ul>
<p>Let us combine the equality check <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">==</code> and the arithmetic operator <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">%</code> into one expression and write a function that checks if a number is odd or even:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">def is_even(number):
return number % 2 == 0
print(is_even(10)) # => True
print(is_even(3)) # => False</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Arithmetic operators have higher priority than logical ones. So, there are three steps. The program:</p>
<ul>
<li>Calculates the arithmetic expression <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">number % 2</code></li>
<li>Compares the result with zero</li>
<li>Returns the result of the equality check</li>
</ul>
<p>Now we will write a function that takes a string and checks if it starts with the letter <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">a</code>.</p>
<p>Here is the algorithm:</p>
<ol>
<li>Get the initial character of the string and assign it to the variable</li>
<li>Compare whether the symbol is equal to the letter <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">a</code></li>
<li>Return the result</li>
</ol>
<p>And here is the code:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">def is_first_letter_an_a(string):
first_letter = string[0]
return first_letter == 'a'
print(is_first_letter_an_a('orange')) # => False
print(is_first_letter_an_a('apple')) # => True</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Try to say what is going on in the same way we decoded the process in the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">is_even()</code> example to understand what is happening here.</p>
<p>You now know that programmers use comparison operations alongside arithmetic operations. But remember that we indicate equality with <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">==</code>. 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