mirror of
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714 lines
13 KiB
Markdown
714 lines
13 KiB
Markdown
# Read One Row
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You already know how to filter rows to select using `.where()`.
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And you saw how when executing a `select()` it normally returns an **iterable** object.
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Or you can call `results.all()` to get a **list** of all the rows right away, instead of an iterable.
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But in many cases you really just want to read a **single row**, and having to deal with an iterable or a list is not as convenient.
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Let's see the utilities to read a single row.
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## Continue From Previous Code
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We'll continue with the same examples we have been using in the previous chapters to create and select data and we'll keep updating them.
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/indexes/tutorial002_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/indexes/tutorial002.py!}
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```
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////
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///
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If you already executed the previous examples and have a database with data, **remove the database file** before running each example, that way you won't have duplicate data and you will be able to get the same results.
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## Read the First Row
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We have been iterating over the rows in a `result` object like:
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//// tab | Python 3.10+
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```Python hl_lines="7-8"
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# Code above omitted 👆
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{!./docs_src/tutorial/indexes/tutorial002_py310.py[ln:42-47]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="7-8"
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# Code above omitted 👆
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{!./docs_src/tutorial/indexes/tutorial002.py[ln:44-49]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/indexes/tutorial002_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/indexes/tutorial002.py!}
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```
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////
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///
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But let's say that we are not interested in all the rows, just the **first** one.
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We can call the `.first()` method on the `results` object to get the first row:
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//// tab | Python 3.10+
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```Python hl_lines="7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial001_py310.py[ln:42-47]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial001.py[ln:44-49]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial001_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial001.py!}
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```
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////
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///
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This will return the first object in the `results` (if there was any).
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That way, we don't have to deal with an iterable or a list.
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/// tip
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Notice that `.first()` is a method of the `results` object, not of the `select()` statement.
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///
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Although this query would find two rows, by using `.first()` we get only the first row.
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If we run it in the command line it would output:
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<div class="termy">
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```console
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$ python app.py
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// Some boilerplate output omitted 😉
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// The SELECT with WHERE
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INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
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FROM hero
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WHERE hero.age <= ?
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INFO Engine [no key 0.00021s] (35,)
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// Only print the first item
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Hero: secret_name='Natalia Roman-on' age=32 id=4 name='Tarantula'
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```
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</div>
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## First or `None`
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It would be possible that the SQL query doesn't find any row.
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In that case, `.first()` will return `None`:
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//// tab | Python 3.10+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial002_py310.py[ln:42-47]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial002.py[ln:44-49]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial002_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial002.py!}
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```
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////
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///
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In this case, as there's no hero with an age less than 25, `.first()` will return `None`.
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When we run it in the command line it will output:
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<div class="termy">
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```console
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$ python app.py
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// Some boilerplate output omitted 😉
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// The SELECT with WHERE
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INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
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FROM hero
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WHERE hero.age <= ?
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INFO Engine [no key 0.00021s] (35,)
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// Now rows found, first is None
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Hero: None
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```
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</div>
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## Exactly One
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There might be cases where we want to ensure that there's exactly **one** row matching the query.
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And if there was more than one, it would mean that there's an error in the system, and we should terminate with an error.
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In that case, instead of `.first()` we can use `.one()`:
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//// tab | Python 3.10+
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```Python hl_lines="7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial003_py310.py[ln:42-47]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial003.py[ln:44-49]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial003_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial003.py!}
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```
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////
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///
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Here we know that there's only one `"Deadpond"`, and there shouldn't be any more than one.
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If we run it once will output:
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<div class="termy">
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```console
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$ python app.py
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// Some boilerplate output omitted 😉
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// The SELECT with WHERE
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INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
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FROM hero
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WHERE hero.name = ?
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INFO Engine [no key 0.00015s] ('Deadpond',)
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// Only one row found, we're good ✅
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Hero: secret_name='Dive Wilson' age=None id=1 name='Deadpond'
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```
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</div>
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But if we run it again, as it will create and insert all the heroes in the database again, they will be duplicated, and there will be more than one `"Deadpond"`. 😱
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So, running it again, without first deleting the file `database.db` will output:
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<div class="termy">
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```console
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$ python app.py
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// Some boilerplate output omitted 😉
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// The SELECT with WHERE
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INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
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FROM hero
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WHERE hero.name = ?
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INFO Engine [no key 0.00015s] ('Deadpond',)
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// Oh, no, the database is in a broken state, with duplicates! 🚨
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Traceback (most recent call last):
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// Some details about the error omitted
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sqlalchemy.exc.MultipleResultsFound: Multiple rows were found when exactly one was required
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```
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</div>
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## Exactly One with More Data
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Of course, even if we don't duplicate the data, we could get the same error if we send a query that finds more than one row and expect exactly one with `.one()`:
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//// tab | Python 3.10+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial004_py310.py[ln:42-47]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial004.py[ln:44-49]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial004_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial004.py!}
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```
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////
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///
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That would find 2 rows, and would end up with the same error.
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## Exactly One with No Data
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And also, if we get no rows at all with `.one()`, it will also raise an error:
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//// tab | Python 3.10+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial005_py310.py[ln:42-47]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial005.py[ln:44-49]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial005_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial005.py!}
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```
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////
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///
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In this case, as there are no heroes with an age less than 25, `.one()` will raise an error.
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This is what we would get if we run it in the command line:
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<div class="termy">
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```console
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$ python app.py
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// Some boilerplate output omitted 😉
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// SELECT with WHERE
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INFO Engine SELECT hero.id, hero.name, hero.secret_name, hero.age
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FROM hero
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WHERE hero.age < ?
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INFO Engine [no key 0.00014s] (25,)
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// Oh, no, we expected one row but there aren't any! 🚨
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Traceback (most recent call last):
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// Some details about the error omitted
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sqlalchemy.exc.NoResultFound: No row was found when one was required
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```
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</div>
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## Compact Version
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Of course, with `.first()` and `.one()` you would also probably write all that in a more compact form most of the time, all in a single line (or at least a single Python statement):
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//// tab | Python 3.10+
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```Python hl_lines="5"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial006_py310.py[ln:42-45]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="5"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial006.py[ln:44-47]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial006_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial006.py!}
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```
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////
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///
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That would result in the same as some examples above.
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## Select by Id with `.where()`
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In many cases you might want to select a single row by its Id column with the **primary key**.
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You could do it the same way we have been doing with a `.where()` and then getting the first item with `.first()`:
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//// tab | Python 3.10+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial007_py310.py[ln:42-47]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="5 7"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial007.py[ln:44-49]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial007_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial007.py!}
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```
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////
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///
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That would work correctly, as expected. But there's a shorter version. 👇
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## Select by Id with `.get()`
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As selecting a single row by its Id column with the **primary key** is a common operation, there's a shortcut for it:
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//// tab | Python 3.10+
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```Python hl_lines="5"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial008_py310.py[ln:42-45]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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```Python hl_lines="5"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial008.py[ln:44-47]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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//// tab | Python 3.10+
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```Python
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{!./docs_src/tutorial/one/tutorial008_py310.py!}
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```
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////
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//// tab | Python 3.7+
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```Python
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{!./docs_src/tutorial/one/tutorial008.py!}
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```
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////
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///
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`session.get(Hero, 1)` is an equivalent to creating a `select()`, then filtering by Id using `.where()`, and then getting the first item with `.first()`.
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If you run it, it will output:
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<div class="termy">
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```console
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$ python app.py
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// Some boilerplate output omitted 😉
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// SELECT with WHERE
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INFO Engine SELECT hero.id AS hero_id, hero.name AS hero_name, hero.secret_name AS hero_secret_name, hero.age AS hero_age
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FROM hero
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WHERE hero.id = ?
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INFO Engine [generated in 0.00021s] (1,)
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// The printed result
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Hero: secret_name='Dive Wilson' age=None id=1 name='Deadpond'
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```
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</div>
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## Select by Id with `.get()` with No Data
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`.get()` behaves similar to `.first()`, if there's no data it will simply return `None` (instead of raising an error):
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//// tab | Python 3.10+
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```Python hl_lines="5"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial009_py310.py[ln:42-45]!}
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# Code below omitted 👇
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```
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////
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//// tab | Python 3.7+
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|
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```Python hl_lines="5"
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# Code above omitted 👆
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{!./docs_src/tutorial/one/tutorial009.py[ln:44-47]!}
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# Code below omitted 👇
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```
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////
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/// details | 👀 Full file preview
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|
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|
//// tab | Python 3.10+
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|
|
|
```Python
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|
{!./docs_src/tutorial/one/tutorial009_py310.py!}
|
|
```
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|
|
|
////
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|
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|
//// tab | Python 3.7+
|
|
|
|
```Python
|
|
{!./docs_src/tutorial/one/tutorial009.py!}
|
|
```
|
|
|
|
////
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|
|
|
///
|
|
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|
Running that will output:
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|
|
|
<div class="termy">
|
|
|
|
```console
|
|
$ python app.py
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|
|
|
// Some boilerplate output omitted 😉
|
|
|
|
// SELECT with WHERE
|
|
INFO Engine BEGIN (implicit)
|
|
INFO Engine SELECT hero.id AS hero_id, hero.name AS hero_name, hero.secret_name AS hero_secret_name, hero.age AS hero_age
|
|
FROM hero
|
|
WHERE hero.id = ?
|
|
INFO Engine [generated in 0.00024s] (9001,)
|
|
|
|
// No data found, so the value is None
|
|
Hero: None
|
|
```
|
|
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|
</div>
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|
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|
## Recap
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|
|
|
As querying the SQL database for a single row is a common operation, you know have several tools to do it in a short and simple way. 🎉
|