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14 | 14 |
|
15 | 15 | """IPython Magics |
16 | 16 |
|
17 | | -.. function:: %%bigquery |
18 | | -
|
19 | | - IPython cell magic to run a query and display the result as a DataFrame |
20 | | -
|
21 | | - .. code-block:: python |
22 | | -
|
23 | | - %%bigquery [<destination_var>] [--project <project>] [--use_legacy_sql] |
24 | | - [--verbose] [--params <params>] |
25 | | - <query> |
26 | | -
|
27 | | - Parameters: |
28 | | -
|
29 | | - * ``<destination_var>`` (Optional[line argument]): |
30 | | - variable to store the query results. The results are not displayed if |
31 | | - this parameter is used. If an error occurs during the query execution, |
32 | | - the corresponding ``QueryJob`` instance (if available) is stored in |
33 | | - the variable instead. |
34 | | - * ``--destination_table`` (Optional[line argument]): |
35 | | - A dataset and table to store the query results. If table does not exists, |
36 | | - it will be created. If table already exists, its data will be overwritten. |
37 | | - Variable should be in a format <dataset_id>.<table_id>. |
38 | | - * ``--no_query_cache`` (Optional[line argument]): |
39 | | - Do not use cached query results. |
40 | | - * ``--project <project>`` (Optional[line argument]): |
41 | | - Project to use for running the query. Defaults to the context |
42 | | - :attr:`~google.cloud.bigquery.magics.Context.project`. |
43 | | - * ``--use_bqstorage_api`` (Optional[line argument]): |
44 | | - [Deprecated] Not used anymore, as BigQuery Storage API is used by default. |
45 | | - * ``--use_rest_api`` (Optional[line argument]): |
46 | | - Use the BigQuery REST API instead of the Storage API. |
47 | | - * ``--use_legacy_sql`` (Optional[line argument]): |
48 | | - Runs the query using Legacy SQL syntax. Defaults to Standard SQL if |
49 | | - this argument not used. |
50 | | - * ``--verbose`` (Optional[line argument]): |
51 | | - If this flag is used, information including the query job ID and the |
52 | | - amount of time for the query to complete will not be cleared after the |
53 | | - query is finished. By default, this information will be displayed but |
54 | | - will be cleared after the query is finished. |
55 | | - * ``--params <params>`` (Optional[line argument]): |
56 | | - If present, the argument following the ``--params`` flag must be |
57 | | - either: |
58 | | -
|
59 | | - * :class:`str` - A JSON string representation of a dictionary in the |
60 | | - format ``{"param_name": "param_value"}`` (ex. ``{"num": 17}``). Use |
61 | | - of the parameter in the query should be indicated with |
62 | | - ``@param_name``. See ``In[5]`` in the Examples section below. |
63 | | -
|
64 | | - * :class:`dict` reference - A reference to a ``dict`` in the format |
65 | | - ``{"param_name": "param_value"}``, where the value types must be JSON |
66 | | - serializable. The variable reference is indicated by a ``$`` before |
67 | | - the variable name (ex. ``$my_dict_var``). See ``In[6]`` and ``In[7]`` |
68 | | - in the Examples section below. |
69 | | -
|
70 | | - * ``<query>`` (required, cell argument): |
71 | | - SQL query to run. If the query does not contain any whitespace (aside |
72 | | - from leading and trailing whitespace), it is assumed to represent a |
73 | | - fully-qualified table ID, and the latter's data will be fetched. |
| 17 | +Install ``bigquery-magics`` and call ``%load_ext bigquery_magics`` to use the |
| 18 | +``%%bigquery`` cell magic. |
74 | 19 |
|
75 | | - Returns: |
76 | | - A :class:`pandas.DataFrame` with the query results. |
77 | | -
|
78 | | - .. note:: |
79 | | - All queries run using this magic will run using the context |
80 | | - :attr:`~google.cloud.bigquery.magics.Context.credentials`. |
| 20 | +See the `BigQuery Magics reference documentation |
| 21 | +<https://googleapis.dev/python/bigquery-magics/latest/>`_. |
81 | 22 | """ |
82 | 23 |
|
83 | 24 | from __future__importprint_function |
|
109 | 50 | fromgoogle.cloud.bigquery.dbapiimport_helpers |
110 | 51 | fromgoogle.cloud.bigquery.magicsimportline_arg_parseraslap |
111 | 52 |
|
| 53 | +try: |
| 54 | +importbigquery_magics# type: ignore |
| 55 | +exceptImportError: |
| 56 | +bigquery_magics=None |
| 57 | + |
112 | 58 |
|
113 | 59 | IPYTHON_USER_AGENT="ipython-{}".format(IPython.__version__) |
114 | 60 |
|
@@ -280,7 +226,14 @@ def progress_bar_type(self, value): |
280 | 226 | self._progress_bar_type=value |
281 | 227 |
|
282 | 228 |
|
283 | | -context=Context() |
| 229 | +# If bigquery_magics is available, we load that extension rather than this one. |
| 230 | +# Ensure google.cloud.bigquery.magics.context setters are on the correct magics |
| 231 | +# implementation in case the user has installed the package but hasn't updated |
| 232 | +# their code. |
| 233 | +ifbigquery_magicsisnotNone: |
| 234 | +context=bigquery_magics.context |
| 235 | +else: |
| 236 | +context=Context() |
284 | 237 |
|
285 | 238 |
|
286 | 239 | def_handle_error(error,destination_var=None): |
|