v1.30.0

1.30.0 (2024-12-30)

Features

• Add GeoSeries.x and GeoSeries.y (#1126) (4c3548f)
• Add LinearRegression.predict_explain() to generate ML.EXPLAIN_PREDICT columns (#1190) (e13eca2)
• Add LogisticRegression.predict_explain() to generate ML.EXPLAIN_PREDICT columns (#1222) (bcbc732)
• Add write_engine parameter to read_FORMATNAME methods to control how data is written to BigQuery (#371) (ed47ef1)
• Add client side retry to GeminiTextGenerator (#1242) (8193abe)
• Add Gemini-pro-1.5 to GeminiTextGenerator Tuning and Support score() method in Gemini-pro-1.5 (#1208) (298fc73)
• Add support for LinearRegression.predict_explain and LogisticRegression.predict_explain parameter, top_k_features (#1228) (3068e19)
• Support dataframe where method (#1166) (71b4053)

Bug Fixes

• Arima model series input. (#1237) (f7d52d9)
• Json in struct destination type (#1187) (200c9bb)
• Throw an error message when setting is_row_processor=True to read a multi param function (#1160) (b2816a5)

Documentation

• Add an "open in BQ Studio" link to all BigFrames sample notebooks (#1223) (e0a8288)
• Add bq studio link for a new ipynb file called "bq_dataframes_template.ipynb" (#1239) (840aaff)
• Add example for logistic regression (#1240) (4d854fd)
• Add examples for ml PCA and SimpleImputer (#1236) (0d84459)
• Add KMeans example (#1234) (d87ab97)
• Add linear model example (#1235) (2c3e1fd)
• Add ml.model_selection examples (#1238) (50648e4)
• Add python snippet for "Create the time series model" section of the Forecast a single time series with a univariate model tutorial (#1227) (20f3190)