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sqlmesh/magics.py

Lines changed: 11 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -686,13 +686,16 @@ def render(self, context: Context, line: str) -> None:
686686
def fetchdf(self, context: Context, line: str, sql: str) -> None:
687687
"""Fetches a dataframe from sql, optionally storing it in a variable."""
688688
args = parse_argstring(self.fetchdf, line)
689-
689+
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# Check if we're using Athena and use PandasCursor directly
691-
if hasattr(context.engine_adapter, 'DIALECT') and context.engine_adapter.DIALECT == 'athena':
691+
if (
692+
hasattr(context.engine_adapter, "DIALECT")
693+
and context.engine_adapter.DIALECT == "athena"
694+
):
692695
df = self._fetchdf_athena_pandas_cursor(context, sql)
693696
else:
694697
df = context.fetchdf(sql)
695-
698+
696699
if args.df_var:
697700
self._shell.user_ns[args.df_var] = df
698701
self.display(df)
@@ -1200,22 +1203,23 @@ def destroy(self, context: Context, line: str) -> None:
12001203

12011204
def _fetchdf_athena_pandas_cursor(self, context: Context, sql: str) -> pd.DataFrame:
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"""Special implementation for Athena using PandasCursor with SQLGlot transpilation"""
1203-
1206+
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try:
12051208
from pyathena.pandas.cursor import PandasCursor
12061209
from pyathena import connect
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except ImportError as e:
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raise MagicError(f"PyAthena with pandas support is required: {e}")
1209-
1212+
12101213
try:
12111214
conn_config = context.config.get_connection(context.config.default_connection)
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connection_kwargs = {
1213-
k: v for k, v in conn_config.dict().items()
1216+
k: v
1217+
for k, v in conn_config.dict().items()
12141218
if k in conn_config._connection_kwargs_keys and v is not None
12151219
}
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cursor = connect(cursor_class=PandasCursor, **connection_kwargs).cursor()
12171221
return cursor.execute(sql).as_pandas()
1218-
1222+
12191223
except Exception as e:
12201224
# Fall back to the regular fetchdf method if PandasCursor fails
12211225
context.console.log_error(f"PandasCursor failed, falling back to standard method: {e}")

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