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261 lines
7.4 KiB
Markdown
261 lines
7.4 KiB
Markdown
# Create Connected Tables
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Now we will deal with **connected** data put in different tables.
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So, the first step is to create more than one table and connect them, so that each row in one table can reference another row in the other table.
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We have been working with heroes in a single table `hero`. Let's now add a table `team`.
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The team table will look like this:
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<table>
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<tr>
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<th>id</th><th>name</th><th>headquarters</th>
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</tr>
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<tr>
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<td>1</td><td>Preventers</td><td>Sharp Tower</td>
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</tr>
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<tr>
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<td>2</td><td>Z-Force</td><td>Sister Margaret’s Bar</td>
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</tr>
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</table>
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To connect them, we will add another column to the hero table to point to each team by the ID with the `team_id`:
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<table>
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<tr>
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<th>id</th><th>name</th><th>secret_name</th><th>age</th><th>team_id ✨</th>
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</tr>
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<tr>
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<td>1</td><td>Deadpond</td><td>Dive Wilson</td><td>null</td><td>2 ✨</td>
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</tr>
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<tr>
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<td>2</td><td>Spider-Boy</td><td>Pedro Parqueador</td><td>null</td><td>1 ✨</td>
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</tr>
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<tr>
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<td>3</td><td>Rusty-Man</td><td>Tommy Sharp</td><td>48</td><td>1 ✨</td>
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</tr>
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</table>
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This way each row in the table `hero` can point to a row in the table `team`:
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<img alt="table relationships" src="/img/databases/relationships.svg">
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## One-to-Many and Many-to-One
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Here we are creating connected data in a relationship where **one** team could have **many** heroes. So it is commonly called a **one-to-many** or **many-to-one** relationship.
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The **many-to-one** part can be seen if we start from the heroes, **many** heroes could be part of **one** team.
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This is probably the most popular type of relationship, so we'll start with that. But there's also **many-to-many** and **one-to-one** relationships.
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## Create Tables in Code
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### Create the `team` Table
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Let's start by creating the tables in code.
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Import the things we need from `sqlmodel` and create a new `Team` model:
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```Python hl_lines="6-9"
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py[ln:1-9]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py!}
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```
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</details>
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This is very similar to what we have been doing with the `Hero` model.
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The `Team` model will be in a table automatically named `"team"`, and it will have the columns:
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* `id`, the primary key, automatically generated by the database
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* `name`, the name of the team
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* `headquarters`, the headquarters of the team
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And finally we mark it as a table in the config.
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### Create the New `hero` Table
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Now let's create the `hero` table.
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This is the same model we have been using up to now, we are just adding the new column `team_id`:
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```Python hl_lines="18"
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py[ln:1-18]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py!}
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```
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</details>
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Most of that should look familiar:
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The column will be named `team_id`. It will be an integer, and it could be `NULL` in the database (or `None` in Python), becase there could be some heroes that don't belong to any team.
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We add a default of `None` to the `Field()` so we don't have to explicitly pass `team_id=None` when creating a hero.
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Now, here's the new part:
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In `Field()` we pass the argument `foreign_key="team.id"`. This tells the database that this column `team_id` is a foreign key to the table `team`. A "**foreign key**" just means that this column will have the **key** to identify a row in a **foreign** table.
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The value in this column `team_id` will be the same integer that is in some row in the `id` column on the `team` table. That is what connects the two tables.
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#### The Value of `foreign_key`
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Notice that the `foreign_key` is a string.
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Inside it has the name of the **table**, then a dot, and then the name of the **column**.
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This is the name of the **table** in the database, so it is `"team"`, not the name of the **model** class `Team` (with a capital `T`).
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If you had a custom table name, you would use that custom table name.
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!!! info
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You can learn about setting a custom table name for a model in the Advanced User Guide.
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### Create the Tables
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Now we can add the same code as before to create the engine and the function to create the tables:
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```Python hl_lines="3-4 6 9-10"
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# Code above omitted 👆
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py[ln:21-28]!}
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py!}
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```
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</details>
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And as before, we'll call this function from another function `main()`, and we'll add that function `main()` to the main block of the file:
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```Python hl_lines="3-4 7-8"
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# Code above omitted 👆
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py[ln:31-36]!}
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!./docs_src/tutorial/connect/create_tables/tutorial001.py!}
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```
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</details>
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## Run the Code
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!!! tip
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Before running the code, make sure you delete the file `database.db` to make sure you start from scratch.
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If we run the code we have up to now, it will go and create the database file `database.db` and the tables in it we just defined, `team` and `hero`:
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<div class="termy">
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```console
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$ python app.py
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// Automatically start a new transaction
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INFO Engine BEGIN (implicit)
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// Check if the tables exist already
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INFO Engine PRAGMA main.table_info("team")
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INFO Engine [raw sql] ()
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INFO Engine PRAGMA temp.table_info("team")
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INFO Engine [raw sql] ()
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INFO Engine PRAGMA main.table_info("hero")
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INFO Engine [raw sql] ()
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INFO Engine PRAGMA temp.table_info("hero")
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INFO Engine [raw sql] ()
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// Create the tables
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INFO Engine
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CREATE TABLE team (
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id INTEGER,
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name VARCHAR NOT NULL,
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headquarters VARCHAR NOT NULL,
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PRIMARY KEY (id)
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)
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INFO Engine [no key 0.00010s] ()
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INFO Engine
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CREATE TABLE hero (
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id INTEGER,
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name VARCHAR NOT NULL,
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secret_name VARCHAR NOT NULL,
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age INTEGER,
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team_id INTEGER,
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PRIMARY KEY (id),
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FOREIGN KEY(team_id) REFERENCES team (id)
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)
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INFO Engine [no key 0.00026s] ()
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INFO Engine COMMIT
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```
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</div>
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## Create Tables in SQL
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Let's see that same generated SQL code.
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As we saw before, those `VARCHAR` columns are converted to `TEXT` in SQLite, which is the database we are using for these experiments.
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So, the first SQL could also be written as:
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```SQL
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CREATE TABLE team (
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id INTEGER,
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name TEXT NOT NULL,
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headquarters TEXT NOT NULL,
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PRIMARY KEY (id)
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)
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```
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And the second table could be written as:
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```SQL hl_lines="8"
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CREATE TABLE hero (
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id INTEGER,
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name TEXT NOT NULL,
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secret_name TEXT NOT NULL,
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age INTEGER,
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team_id INTEGER,
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PRIMARY KEY (id),
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FOREIGN KEY(team_id) REFERENCES team (id)
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)
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```
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The only new is the `FOREIGN KEY` line, and as you can see, it tells the database what column in this table is a foreign key (`team_id`), which other (foreign) table it references (`team`) and which column in that table is the key to define which row to connect (`id`).
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Feel free to experiment with it in **DB Browser for SQLite**.
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## Recap
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Using **SQLModel**, in most of the cases you only need a field (column) with a `foreign_key` in the `Field()` with a string pointing to another table and column to connect two tables.
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Now that we have the tables created and connected, let's create some rows in the next chapter. 🚀
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