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BUG: Allow mapping as parameters for SQL DBAPI2 #6709

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Mar 31, 2014
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7 changes: 5 additions & 2 deletions pandas/io/sql.py
Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,10 @@ def _convert_params(sql, params):
"""convert sql and params args to DBAPI2.0 compliant format"""
args = [sql]
if params is not None:
args += list(params)
if hasattr(params, 'keys'): # test if params is a mapping
args += [params]
else:
args += [list(params)]
return args


Expand Down Expand Up @@ -200,7 +203,7 @@ def read_sql(sql, con, index_col=None, flavor='sqlite', coerce_float=True,
Attempt to convert values to non-string, non-numeric objects (like
decimal.Decimal) to floating point, useful for SQL result sets
cur : depreciated, cursor is obtained from connection
params : list or tuple, optional
params : list, tuple or dict, optional
List of parameters to pass to execute method.
parse_dates : list or dict
- List of column names to parse as dates
Expand Down
42 changes: 42 additions & 0 deletions pandas/io/tests/test_sql.py
Original file line number Diff line number Diff line change
Expand Up @@ -95,6 +95,24 @@
INSERT INTO types_test_data
VALUES(%s, %s, %s, %s, %s, %s, %s, %s)
"""
},
'read_parameters': {
'sqlite': "SELECT * FROM iris WHERE Name=? AND SepalLength=?",
'mysql': 'SELECT * FROM iris WHERE `Name`="%s" AND `SepalLength`=%s',
'postgresql': 'SELECT * FROM iris WHERE "Name"=%s AND "SepalLength"=%s'
},
'read_named_parameters': {
'sqlite': """
SELECT * FROM iris WHERE Name=:name AND SepalLength=:length
""",
'mysql': """
SELECT * FROM iris WHERE
`Name`="%(name)s" AND `SepalLength`=%(length)s
""",
'postgresql': """
SELECT * FROM iris WHERE
"Name"=%(name)s AND "SepalLength"=%(length)s
"""
}
}

Expand Down Expand Up @@ -168,6 +186,18 @@ def _read_sql_iris(self):
iris_frame = self.pandasSQL.read_sql("SELECT * FROM iris")
self._check_iris_loaded_frame(iris_frame)

def _read_sql_iris_parameter(self):
query = SQL_STRINGS['read_parameters'][self.flavor]
params = ['Iris-setosa', 5.1]
iris_frame = self.pandasSQL.read_sql(query, params=params)
self._check_iris_loaded_frame(iris_frame)

def _read_sql_iris_named_parameter(self):
query = SQL_STRINGS['read_named_parameters'][self.flavor]
params = {'name': 'Iris-setosa', 'length': 5.1}
iris_frame = self.pandasSQL.read_sql(query, params=params)
self._check_iris_loaded_frame(iris_frame)

def _to_sql(self):
self.drop_table('test_frame1')

Expand Down Expand Up @@ -491,6 +521,12 @@ class _TestSQLAlchemy(PandasSQLTest):
def test_read_sql(self):
self._read_sql_iris()

def test_read_sql_parameter(self):
self._read_sql_iris_parameter()

def test_read_sql_named_parameter(self):
self._read_sql_iris_named_parameter()

def test_to_sql(self):
self._to_sql()

Expand Down Expand Up @@ -703,6 +739,12 @@ def test_invalid_flavor(self):
def test_read_sql(self):
self._read_sql_iris()

def test_read_sql_parameter(self):
self._read_sql_iris_parameter()

def test_read_sql_named_parameter(self):
self._read_sql_iris_named_parameter()

def test_to_sql(self):
self._to_sql()

Expand Down