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table.enable_counts() method, closes #212
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@ -1682,6 +1682,30 @@ This runs the following SQL::
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INSERT INTO dogs_fts (dogs_fts) VALUES ("optimize");
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.. _python_api_enable_counts:
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Enabling cached counts for a table
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==================================
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The ``select count(*)`` query in SQLite requires a full scan of the primary key index, and can take an increasingly long time as the table grows larger.
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The ``table.enable_counts()`` method can be used to configure triggers to continuously update a record in a ``_counts`` table. This value can then be used to quickly retrieve the count of rows in the associated table.
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.. code-block:: python
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db["dogs"].enable_counts()
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This will create the ``_counts`` table if it does not already exist, with the following schema:
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.. code-block:: sql
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CREATE TABLE [_counts] (
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[table] TEXT PRIMARY KEY,
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[count] INTEGER DEFAULT 0
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)
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Once enabled, table counts can be accessed by querying the ``counts`` table. The count records will be automatically kept up-to-date by the triggers when rows are added or deleted to the table.
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Creating indexes
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================
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@ -1174,6 +1174,46 @@ class Table(Queryable):
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self.db.add_foreign_keys([(self.name, column, other_table, other_column)])
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return self
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def enable_counts(self):
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sql = (
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textwrap.dedent(
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"""
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CREATE TABLE IF NOT EXISTS [{counts_table}]([table] TEXT PRIMARY KEY, count INTEGER DEFAULT 0);
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CREATE TRIGGER IF NOT EXISTS [{table}{counts_table}_insert] AFTER INSERT ON [{table}]
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BEGIN
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INSERT OR REPLACE INTO [{counts_table}]
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VALUES (
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{table_quoted},
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COALESCE(
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(SELECT count FROM [{counts_table}] WHERE [table] = {table_quoted}),
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0
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) + 1
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);
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END;
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CREATE TRIGGER IF NOT EXISTS [{table}{counts_table}_delete] AFTER DELETE ON [{table}]
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BEGIN
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INSERT OR REPLACE INTO [{counts_table}]
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VALUES (
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{table_quoted},
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COALESCE(
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(SELECT count FROM [{counts_table}] WHERE [table] = {table_quoted}),
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0
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) - 1
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);
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END;
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INSERT OR REPLACE INTO _counts VALUES ({table_quoted}, (select count(*) from [{table}]));
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"""
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)
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.strip()
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.format(
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counts_table="_counts",
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table=self.name,
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table_quoted=self.db.escape(self.name),
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)
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)
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with self.db.conn:
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self.db.conn.executescript(sql)
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def enable_fts(
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self,
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columns,
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27
tests/test_enable_counts.py
Normal file
27
tests/test_enable_counts.py
Normal file
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@ -0,0 +1,27 @@
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def test_enable_counts(fresh_db):
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foo = fresh_db["foo"]
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assert fresh_db.table_names() == []
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for i in range(10):
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foo.insert({"name": "item {}".format(i)})
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assert fresh_db.table_names() == ["foo"]
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assert foo.count == 10
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# Now enable counts
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foo.enable_counts()
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assert foo.triggers_dict == {
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"foo_counts_insert": "CREATE TRIGGER [foo_counts_insert] AFTER INSERT ON [foo]\nBEGIN\n INSERT OR REPLACE INTO [_counts]\n VALUES (\n 'foo',\n COALESCE(\n (SELECT count FROM [_counts] WHERE [table] = 'foo'),\n 0\n ) + 1\n );\nEND",
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"foo_counts_delete": "CREATE TRIGGER [foo_counts_delete] AFTER DELETE ON [foo]\nBEGIN\n INSERT OR REPLACE INTO [_counts]\n VALUES (\n 'foo',\n COALESCE(\n (SELECT count FROM [_counts] WHERE [table] = 'foo'),\n 0\n ) - 1\n );\nEND",
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}
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assert fresh_db.table_names() == ["foo", "_counts"]
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assert list(fresh_db["_counts"].rows) == [{"count": 10, "table": "foo"}]
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# Add some items to test the triggers
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for i in range(5):
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foo.insert({"name": "item {}".format(10 + i)})
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assert foo.count == 15
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assert list(fresh_db["_counts"].rows) == [{"count": 15, "table": "foo"}]
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# Delete some items
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foo.delete_where("rowid < 7")
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assert foo.count == 9
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assert list(fresh_db["_counts"].rows) == [{"count": 9, "table": "foo"}]
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foo.delete_where()
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assert foo.count == 0
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assert list(fresh_db["_counts"].rows) == [{"count": 0, "table": "foo"}]
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