Path	Lines of Code
quests/bq-optimize/01_baseline_performance/solution/explore_and_benchmark.ipynb	2846
quests/bq-optimize/01_baseline_performance/solution/sql/99_baseline_queries.sql	4336
quests/bq-optimize/01_baseline_performance/solution/sql/example_baseline_queries.sql	130
quests/bq-optimize/02_partition_and_clustering/solution/partition_and_cluster.ipynb	2331
quests/bq-optimize/02_partition_and_clustering/solution/sql/full_performance_benchmark.sql	4325
quests/bq-optimize/02_partition_and_clustering/solution/sql/sample_benchmark.sql	98
quests/bq-teradata/01_teradata_bq_essentials/labs/bigquery_essentials_for_teradata_users.ipynb	1066
quests/bq-teradata/01_teradata_bq_essentials/labs/sql/99_baseline_queries.sql	4336
quests/bq-teradata/01_teradata_bq_essentials/labs/sql/example_baseline_queries.sql	130
quests/bq-teradata/01_teradata_bq_essentials/solution/bigquery_essentials_for_teradata_users.ipynb	1090
quests/bq-teradata/01_teradata_bq_essentials/solution/sql/99_baseline_queries.sql	4336
quests/bq-teradata/01_teradata_bq_essentials/solution/sql/example_baseline_queries.sql	130
quests/bq-teradata/02_teradata_bq_sql_translation/labs/teradata_bq_sql_translation.ipynb	1656
quests/bq-teradata/02_teradata_bq_sql_translation/solution/teradata_bq_sql_translation.ipynb	1874
quests/data-science-on-gcp-edition1_tf2/02_ingest/monthlyupdate/main.py	20
quests/data-science-on-gcp-edition1_tf2/03_sqlstudio/contingency.sql	5
quests/data-science-on-gcp-edition1_tf2/03_sqlstudio/create_table.sql	33
quests/data-science-on-gcp-edition1_tf2/03_sqlstudio/create_views.sql	4
quests/data-science-on-gcp-edition1_tf2/04_streaming/realtime/chapter4/src/main/java/com/google/cloud/training/flights/Airport.java	18
quests/data-science-on-gcp-edition1_tf2/04_streaming/realtime/chapter4/src/main/java/com/google/cloud/training/flights/AirportStats.java	21
quests/data-science-on-gcp-edition1_tf2/04_streaming/realtime/chapter4/src/main/java/com/google/cloud/training/flights/AverageDelayPipeline.java	180
quests/data-science-on-gcp-edition1_tf2/04_streaming/realtime/chapter4/src/main/java/com/google/cloud/training/flights/FieldNumberLookup.java	24
quests/data-science-on-gcp-edition1_tf2/04_streaming/realtime/chapter4/src/main/java/com/google/cloud/training/flights/Flight.java	18
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/df01.py	14
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/df02.py	21
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/df03.py	48
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/df04.py	63
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/df05.py	84
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/df06.py	130
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/setup.py	41
quests/data-science-on-gcp-edition1_tf2/04_streaming/simulate/simulate.py	72
quests/data-science-on-gcp-edition1_tf2/06_dataproc/bayes.pig	32
quests/data-science-on-gcp-edition1_tf2/06_dataproc/bayes2.pig	37
quests/data-science-on-gcp-edition1_tf2/06_dataproc/bayes3.pig	39
quests/data-science-on-gcp-edition1_tf2/06_dataproc/bayes4.pig	39
quests/data-science-on-gcp-edition1_tf2/06_dataproc/bayes_final.pig	36
quests/data-science-on-gcp-edition1_tf2/07_sparkml_and_bqml/experiment.py	105
quests/data-science-on-gcp-edition1_tf2/07_sparkml_and_bqml/flights_bqml.ipynb	428
quests/data-science-on-gcp-edition1_tf2/07_sparkml_and_bqml/logistic.py	74
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset.java	255
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset1.java	38
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset2.java	41
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset3.java	61
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset4.java	84
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset5.java	125
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset6.java	121
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset7.java	136
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset8.java	161
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset9.java	202
quests/data-science-on-gcp-edition1_tf2/08_dataflow/chapter8/src/main/java/com/google/cloud/training/flights/Flight.java	99
quests/data-science-on-gcp-edition1_tf2/09_cloudml/call_predict.py	33
quests/data-science-on-gcp-edition1_tf2/09_cloudml/call_predict_reason.py	57
quests/data-science-on-gcp-edition1_tf2/09_cloudml/flights/setup.cfg	4
quests/data-science-on-gcp-edition1_tf2/09_cloudml/flights/setup.py	15
quests/data-science-on-gcp-edition1_tf2/09_cloudml/flights/trainer/__init__.py	1
quests/data-science-on-gcp-edition1_tf2/09_cloudml/flights/trainer/model.py	194
quests/data-science-on-gcp-edition1_tf2/09_cloudml/flights/trainer/task.py	69
quests/data-science-on-gcp-edition1_tf2/09_cloudml/flights_caip.ipynb	382
quests/data-science-on-gcp-edition1_tf2/09_cloudml/flights_model_tf2.ipynb	554
quests/data-science-on-gcp-edition1_tf2/09_cloudml/hyperparam.yaml	22
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/AddRealtimePrediction.java	90
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/BatchInputOutput.java	65
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/CreateTrainingDataset.java	258
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/EvaluateModel.java	88
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/Flight.java	102
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/FlightPred.java	13
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/FlightsMLService.java	148
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/InputOutput.java	84
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/PubSubBigQuery.java	84
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/PubSubBigtable.java	108
quests/data-science-on-gcp-edition1_tf2/10_realtime/chapter10/src/main/java/com/google/cloud/training/flights/PubSubInput.java	58
quests/data-science-on-gcp-edition1_tf2/updates/cloudml/flights_model.ipynb	685
quests/data-science-on-gcp-edition1_tf2/updates/cloudml/launcher.ipynb	548
quests/data-science-on-gcp-edition1_tf2/updates/scheduler/main.py	20
quests/data-science-on-gcp-edition1_tf2/updates/tfx/02_transform.ipynb	892
quests/data-science-on-gcp-edition1_tf2/updates/tfx/03_train.ipynb	1349
quests/dataflow/1_Basic_ETL/labs/src/main/java/com/mypackage/pipeline/MyPipeline.java	16
quests/dataflow/1_Basic_ETL/labs/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/1_Basic_ETL/solution/src/main/java/com/mypackage/pipeline/MyPipeline.java	57
quests/dataflow/1_Basic_ETL/solution/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/2_Branching_Pipelines/labs/src/main/java/com/mypackage/pipeline/MyPipeline.java	56
quests/dataflow/2_Branching_Pipelines/labs/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/2_Branching_Pipelines/solution/dependency-reduced-pom.xml	53
quests/dataflow/2_Branching_Pipelines/solution/src/main/java/com/mypackage/pipeline/MyPipeline.java	72
quests/dataflow/2_Branching_Pipelines/solution/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/3_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/BatchMinuteTrafficPipeline.java	60
quests/dataflow/3_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/BatchUserTrafficPipeline.java	51
quests/dataflow/3_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/3_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/3_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/BatchMinuteTrafficPipeline.java	75
quests/dataflow/3_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/BatchUserTrafficPipeline.java	57
quests/dataflow/3_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/3_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/4_SQL_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/BatchMinuteTrafficSQLPipeline.java	66
quests/dataflow/4_SQL_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/BatchUserTrafficSQLPipeline.java	54
quests/dataflow/4_SQL_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/4_SQL_Batch_Analytics/labs/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/4_SQL_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/BatchMinuteTrafficSQLPipeline.java	93
quests/dataflow/4_SQL_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/BatchUserTrafficSQLPipeline.java	68
quests/dataflow/4_SQL_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/4_SQL_Batch_Analytics/solution/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/5_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/5_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/StreamingMinuteTrafficPipeline.java	90
quests/dataflow/5_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/5_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/5_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/StreamingMinuteTrafficPipeline.java	110
quests/dataflow/5_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/6_SQL_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/6_SQL_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/StreamingMinuteTrafficSQLPipeline.java	72
quests/dataflow/6_SQL_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/6_SQL_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/6_SQL_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/StreamingMinuteTrafficSQLPipeline.java	100
quests/dataflow/6_SQL_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/7_Advanced_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/CommonLog.java	15
quests/dataflow/7_Advanced_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/StreamingMinuteTrafficPipeline.java	96
quests/dataflow/7_Advanced_Streaming_Analytics/labs/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/7_Advanced_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/CommonLog.java	17
quests/dataflow/7_Advanced_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/StreamingMinuteTrafficPipeline.java	127
quests/dataflow/7_Advanced_Streaming_Analytics/solution/src/main/java/com/mypackage/pipeline/package-info.java	1
quests/dataflow/8a_Batch_Testing_Pipeline/lab/src/main/java/com/mypackage/pipeline/WeatherRecord.java	44
quests/dataflow/8a_Batch_Testing_Pipeline/lab/src/main/java/com/mypackage/pipeline/WeatherStatisticsPipeline.java	103
quests/dataflow/8a_Batch_Testing_Pipeline/solution/src/main/java/com/mypackage/pipeline/WeatherRecord.java	44
quests/dataflow/8a_Batch_Testing_Pipeline/solution/src/main/java/com/mypackage/pipeline/WeatherStatisticsPipeline.java	103
quests/dataflow/8b_Stream_Testing_Pipeline/lab/src/main/java/com/mypackage/pipeline/TaxiRide.java	29
quests/dataflow/8b_Stream_Testing_Pipeline/lab/src/main/java/com/mypackage/pipeline/TaxiStreamingPipeline.java	102
quests/dataflow/8b_Stream_Testing_Pipeline/solution/src/main/java/com/mypackage/pipeline/TaxiRide.java	29
quests/dataflow/8b_Stream_Testing_Pipeline/solution/src/main/java/com/mypackage/pipeline/TaxiStreamingPipeline.java	102
quests/dataflow/batch_event_generator.py	127
quests/dataflow/dm/qwiklabs.jinja	87
quests/dataflow/gce_image/cloudbuild.yaml	16
quests/dataflow/schema.yaml	15
quests/dataflow/streaming_event_generator.py	117
quests/dataflow/user_generator.py	43
quests/dataflow_python/1_Basic_ETL/lab/my_pipeline.py	28
quests/dataflow_python/1_Basic_ETL/solution/my_pipeline.py	88
quests/dataflow_python/2_Branching_Pipelines/lab/my_pipeline.py	80
quests/dataflow_python/2_Branching_Pipelines/solution/my_pipeline.py	94
quests/dataflow_python/3_Batch_Analytics/lab/batch_minute_traffic_pipeline.py	84
quests/dataflow_python/3_Batch_Analytics/lab/batch_user_traffic_pipeline.py	88
quests/dataflow_python/3_Batch_Analytics/solution/batch_minute_traffic_pipeline.py	84
quests/dataflow_python/3_Batch_Analytics/solution/batch_user_traffic_pipeline.py	99
quests/dataflow_python/4_SQL_Batch_Analytics/lab/batch_minute_traffic_SQL_pipeline.py	88
quests/dataflow_python/4_SQL_Batch_Analytics/lab/batch_user_traffic_SQL_pipeline.py	130
quests/dataflow_python/4_SQL_Batch_Analytics/solution/batch_minute_traffic_SQL_pipeline.py	98
quests/dataflow_python/4_SQL_Batch_Analytics/solution/batch_user_traffic_SQL_pipeline.py	136
quests/dataflow_python/5_Streaming_Analytics/lab/streaming_minute_traffic_pipeline.py	140
quests/dataflow_python/5_Streaming_Analytics/solution/streaming_minute_traffic_pipeline.py	145
quests/dataflow_python/6_SQL_Streaming_Analytics/lab/streaming_minute_traffic_SQL_pipeline.py	91
quests/dataflow_python/6_SQL_Streaming_Analytics/solution/streaming_minute_traffic_SQL_pipeline.py	101
quests/dataflow_python/7_Advanced_Streaming_Analytics/lab/streaming_minute_traffic_pipeline.py	102
quests/dataflow_python/7_Advanced_Streaming_Analytics/solution/streaming_minute_traffic_pipeline.py	107
quests/dataflow_python/8a_Batch_Testing_Pipeline/lab/weather_statistics_pipeline.py	60
quests/dataflow_python/8a_Batch_Testing_Pipeline/solution/weather_statistics_pipeline.py	60
quests/dataflow_python/8b_Stream_Testing_Pipeline/lab/taxi_streaming_pipeline.py	69
quests/dataflow_python/8b_Stream_Testing_Pipeline/solution/taxi_streaming_pipeline.py	69
quests/dataflow_python/batch_event_generator.py	127
quests/dataflow_python/schema.yaml	15
quests/dataflow_python/streaming_event_generator.py	117
quests/dataflow_python/user_generator.py	43
quests/dataflow_scala/1_Basic_ETL/labs/build.sbt	25
quests/dataflow_scala/1_Basic_ETL/labs/src/main/scala/scio/mypackage/pipeline/MyPipeline.scala	14
quests/dataflow_scala/1_Basic_ETL/solution/build.sbt	25
quests/dataflow_scala/1_Basic_ETL/solution/project/plugins.sbt	2
quests/dataflow_scala/1_Basic_ETL/solution/src/main/scala/scio/mypackage/pipeline/MyPipeline.scala	86
quests/dataflow_scala/3_Batch_Analytics/labs/build.sbt	27
quests/dataflow_scala/3_Batch_Analytics/labs/src/main/scala/scio/mypackage/pipeline/BatchMinuteTrafficPiplene.scala	47
quests/dataflow_scala/3_Batch_Analytics/labs/src/main/scala/scio/mypackage/pipeline/BatchUserTrafficPipeline.scala	54
quests/dataflow_scala/3_Batch_Analytics/solution/build.sbt	27
quests/dataflow_scala/3_Batch_Analytics/solution/project/plugins.sbt	2
quests/dataflow_scala/3_Batch_Analytics/solution/src/main/scala/scio/mypackage/pipeline/BatchMinuteTrafficPiplene.scala	72
quests/dataflow_scala/3_Batch_Analytics/solution/src/main/scala/scio/mypackage/pipeline/BatchUserTrafficPipeline.scala	107
quests/dataflow_scala/batch_event_generator.py	127
quests/dei/WIT_Smile_Detector.ipynb	324
quests/dei/census/custom_transforms.py	35
quests/dei/census/predictor.py	16
quests/dei/census/setup.py	2
quests/dei/what-if-tool-challenge.ipynb	638
quests/dei/xgboost_caip_e2e.ipynb	490
quests/develop-apis-apigee/grpc-backend/server.js	555
quests/develop-apis-apigee/grpc-backend/simplebank.proto	107
quests/develop-apis-apigee/rest-backend/index.js	526
quests/dm_templates/qwiklabs-test.yaml	12
quests/dm_templates/qwiklabs.jinja	54
quests/endtoendml/labs/2_sample.ipynb	175
quests/endtoendml/labs/3_keras_dnn.ipynb	549
quests/endtoendml/labs/3_keras_wd.ipynb	435
quests/endtoendml/labs/4_preproc.ipynb	326
quests/endtoendml/labs/5_train_keras.ipynb	1035
quests/endtoendml/labs/6_deploy.ipynb	248
quests/endtoendml/labs/babyweight/trainer/model.py	97
quests/endtoendml/labs/babyweight/trainer/task.py	79
quests/endtoendml/labs/babyweight_tf2/trainer/model.py	97
quests/endtoendml/labs/babyweight_tf2/trainer/task.py	79
quests/endtoendml/labs/pipelines/containers/bqtocsv/transform.py	90
quests/endtoendml/labs/pipelines/containers/hypertrain/hyperparam.yaml	24
quests/endtoendml/labs/pipelines/mlp_babyweight.py	115
quests/endtoendml/labs/serving/application/app.yaml	12
quests/endtoendml/labs/serving/application/appengine_config.py	2
quests/endtoendml/labs/serving/application/main.py	51
quests/endtoendml/labs/serving/application/templates/form.html	106
quests/endtoendml/labs/serving/application/templates/index.html	11
quests/endtoendml/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/AddPrediction.java	50
quests/endtoendml/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/Baby.java	44
quests/endtoendml/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/BabyPred.java	13
quests/endtoendml/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/BabyweightMLService.java	129
quests/endtoendml/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/InputOutput.java	55
quests/endtoendml/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/PubSubBigQuery.java	93
quests/endtoendml/labs/serving/pipeline/src/main/java/com/google/cloud/training/mlongcp/TextInputOutput.java	54
quests/endtoendml/labs/serving/python_streaming.ipynb	462
quests/endtoendml/solutions/2_sample.ipynb	971
quests/endtoendml/solutions/3_keras_dnn.ipynb	554
quests/endtoendml/solutions/3_keras_wd.ipynb	402
quests/endtoendml/solutions/3_tensorflow_dnn.ipynb	358
quests/endtoendml/solutions/3_tensorflow_wd.ipynb	380
quests/endtoendml/solutions/4_preproc.ipynb	346
quests/endtoendml/solutions/5_train.ipynb	578
quests/endtoendml/solutions/5_train_bqml.ipynb	767
quests/endtoendml/solutions/5_train_keras.ipynb	1292
quests/endtoendml/solutions/6_deploy.ipynb	247
quests/endtoendml/solutions/7_pipelines.ipynb	220
quests/endtoendml/solutions/babyweight/setup.cfg	4
quests/endtoendml/solutions/babyweight/setup.py	15
quests/endtoendml/solutions/babyweight/trainer/__init__.py	1
quests/endtoendml/solutions/babyweight/trainer/model.py	100
quests/endtoendml/solutions/babyweight/trainer/task.py	79
quests/endtoendml/solutions/babyweight_tf2/trainer/model.py	97
quests/endtoendml/solutions/babyweight_tf2/trainer/task.py	79
quests/endtoendml/solutions/labs/1_explore.ipynb	180
quests/endtoendml/solutions/labs/2_sample.ipynb	207
quests/endtoendml/solutions/labs/3_tensorflow.ipynb	364
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