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Implemented .convert(..., where=, where_args=), refs #304
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3 changed files with 55 additions and 4 deletions
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@ -785,6 +785,14 @@ You can create multiple new columns from a single input column by passing ``mult
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"title", lambda v: {"upper": v.upper(), "lower": v.lower()}, multi=True
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)
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The ``.convert()`` method accepts optional ``where=`` and ``where_args=`` parameters which can be used to apply the conversion to a subset of rows specified by a where clause. Here's how to apply the conversion only to rows with an ``id`` that is higher than 20:
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.. code-block:: python
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table.convert("title", lambda v: v.upper(), where="id > :id", where_args={"id": 20})
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These behave the same as the corresponding parameters to the :ref:`.rows_where() <python_api_rows>` method, so you can use ``?`` placeholders and a list of values instead of ``:named`` placeholders with a dictionary.
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.. _python_api_lookup_tables:
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Working with lookup tables
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@ -1750,7 +1750,7 @@ class Table(Queryable):
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if output not in self.columns_dict:
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self.add_column(output, output_type or "text")
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todo_count = self.count * len(columns)
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todo_count = self.count_where(where, where_args) * len(columns)
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with progressbar(length=todo_count, silent=not show_progress) as bar:
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def convert_value(v):
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@ -1760,7 +1760,7 @@ class Table(Queryable):
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return fn(v)
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self.db.register_function(convert_value)
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sql = "update [{table}] set {sets};".format(
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sql = "update [{table}] set {sets}{where};".format(
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table=self.name,
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sets=", ".join(
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[
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@ -1770,9 +1770,10 @@ class Table(Queryable):
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for column in columns
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]
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),
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where=" where {}".format(where) if where is not None else "",
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)
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with self.db.conn:
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self.db.execute(sql)
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self.db.execute(sql, where_args or [])
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if drop:
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self.transform(drop=columns)
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return self
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@ -1793,7 +1794,9 @@ class Table(Queryable):
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for row in self.rows_where(
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select=", ".join(
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"[{}]".format(column_name) for column_name in (pks + [column])
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)
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),
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where=where,
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where_args=where_args,
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):
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row_pk = tuple(row[pk] for pk in pks)
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if len(row_pk) == 1:
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@ -24,6 +24,24 @@ def test_convert(fresh_db, columns, fn, expected):
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assert list(table.rows) == [expected]
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@pytest.mark.parametrize(
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"where,where_args", (("id > 1", None), ("id > :id", {"id": 1}), ("id > ?", [1]))
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)
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def test_convert_where(fresh_db, where, where_args):
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table = fresh_db["table"]
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table.insert_all(
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[
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{"id": 1, "title": "One"},
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{"id": 2, "title": "Two"},
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],
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pk="id",
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)
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table.convert(
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"title", lambda value: value.upper(), where=where, where_args=where_args
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)
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assert list(table.rows) == [{"id": 1, "title": "One"}, {"id": 2, "title": "TWO"}]
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@pytest.mark.parametrize(
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"drop,expected",
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(
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@ -70,6 +88,28 @@ def test_convert_multi(fresh_db):
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]
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def test_convert_multi_where(fresh_db):
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table = fresh_db["table"]
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table.insert_all(
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[
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{"id": 1, "title": "One"},
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{"id": 2, "title": "Two"},
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],
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pk="id",
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)
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table.convert(
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"title",
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lambda v: {"upper": v.upper(), "lower": v.lower()},
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multi=True,
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where="id > ?",
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where_args=[1],
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)
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assert list(table.rows) == [
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{"id": 1, "lower": None, "title": "One", "upper": None},
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{"id": 2, "lower": "two", "title": "Two", "upper": "TWO"},
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]
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def test_convert_multi_exception(fresh_db):
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table = fresh_db["table"]
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table.insert({"title": "Mixed Case"})
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