Path	Lines of Code
CONTRIBUTING.md	28
CPB100/lab2b/scheduled/requirements.txt	3
CPB100/lab3a/README.md	2
CPB100/lab4a/trained_model.txt	7109
blogs/babyweight/application/README.md	52
blogs/babyweight/application/requirements.txt	3
blogs/babyweight_keras/README.md	14
blogs/babyweight_tft/README.md	15
blogs/beamadvent/day1_input.txt	100
blogs/beamadvent/day2_input.txt	1
blogs/bigquery_datascience/README.md	3
blogs/bqblog/2019-10/multiple_statements.md	15
blogs/bqblog/2019-10/simple_healthcheck.md	20
blogs/dataflowsql/query.txt	14
blogs/df_linear_opt/requirements.txt	1
blogs/en.md	156
blogs/endpointslambda/Apache2_0License.txt	150
blogs/endpointslambda/README.md	6
blogs/endpointslambda/aeflex-endpoints/requirements.txt	6
blogs/explainable_ai/README.md	7
blogs/feature_column_normalization/README.md	2
blogs/form_parser/request.json	12
blogs/gcp_forecasting/README.md	10
blogs/goes16/README.md	109
blogs/goes16/message.txt	5
blogs/inference/README.md	19
blogs/inference/bq_col_names.txt	17
blogs/inference/create_key.json	8
blogs/inference/delete_key.json	5
blogs/inference/flights/create_dataset.json	7
blogs/inference/flights/input.txt	6
blogs/inference/flights/query1.json	17
blogs/inference/flights/query2.json	17
blogs/inference/flights/query3.json	17
blogs/inference/flights/query4.json	17
blogs/inference/flights/query5.json	18
blogs/inference/gdelt/create_dataset.json	23
blogs/inference/gdelt/query_india.json	17
blogs/inference/gdelt/query_india_travel.json	17
blogs/inference/gdelt/query_india_travel2.json	17
blogs/integrated_gradients/README.md	3
blogs/lightning/README.md	56
blogs/microservices-demo-1/CODE_OF_CONDUCT.md	35
blogs/microservices-demo-1/CONTRIBUTING.md	24
blogs/microservices-demo-1/README.md	159
blogs/microservices-demo-1/SECURITY.md	4
blogs/microservices-demo-1/hack/README.md	43
blogs/microservices-demo-1/hack/license_header.txt	13
blogs/microservices-demo-1/kubernetes-manifests/README.md	6
blogs/microservices-demo-1/src/adservice/README.md	18
blogs/microservices-demo-1/src/cartservice/src/appsettings.json	15
blogs/microservices-demo-1/src/checkoutservice/README.md	3
blogs/microservices-demo-1/src/checkoutservice/go.mod	39
blogs/microservices-demo-1/src/currencyservice/data/currency_conversion.json	35
blogs/microservices-demo-1/src/currencyservice/package-lock.json	7832
blogs/microservices-demo-1/src/currencyservice/package.json	26
blogs/microservices-demo-1/src/emailservice/requirements.txt	115
blogs/microservices-demo-1/src/frontend/README.md	3
blogs/microservices-demo-1/src/frontend/go.mod	41
blogs/microservices-demo-1/src/frontend/static/icons/Cymbal_NavLogo.svg	170
blogs/microservices-demo-1/src/frontend/static/icons/Hipster_CartIcon.svg	69
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blogs/microservices-demo-1/src/frontend/static/icons/Hipster_YoutubeIcon.svg	1
blogs/microservices-demo-1/src/frontend/static/images/credits.txt	2
blogs/microservices-demo-1/src/loadgenerator/requirements.txt	71
blogs/microservices-demo-1/src/paymentservice/package-lock.json	7118
blogs/microservices-demo-1/src/paymentservice/package.json	26
blogs/microservices-demo-1/src/productcatalogservice/README.md	28
blogs/microservices-demo-1/src/productcatalogservice/go.mod	38
blogs/microservices-demo-1/src/productcatalogservice/products.json	112
blogs/microservices-demo-1/src/recommendationservice/requirements.txt	117
blogs/microservices-demo-1/src/shippingservice/README.md	14
blogs/microservices-demo-1/src/shippingservice/go.mod	38
blogs/next-1.md	328
blogs/next.md	328
blogs/pandas-pvtkey/README.md	15
blogs/popdensity/README.md	95
blogs/popdensity/schema.json	44
blogs/predictions_to_ml_engine/README.md	5
blogs/predictions_to_ml_engine/sample/taxifare.json	47
blogs/rl-on-gcp/DQN_Breakout/README.md	119
blogs/rl-on-gcp/DQN_Breakout/rl_on_gcp/requirements.txt	41
blogs/rl-on-gcp/ReadMe.md	9
blogs/rl-on-gcp/cartpole_policy_gradients/README.md	110
blogs/tf_dataflow_serving/README.md	39
blogs/tf_dataflow_serving/model/trained/v1/saved_model.pb	10136
blogs/tf_dataflow_serving/requirments.txt	4
bootcamps/imagereco/fashionmodel/trainer.egg-info/SOURCES.txt	8
bootcamps/imagereco/fashionmodel/trainer.egg-info/dependency_links.txt	1
bootcamps/imagereco/fashionmodel/trainer.egg-info/top_level.txt	1
courses/ahybrid/v1.0/AHYBRID021/README.md	2
courses/ahybrid/v1.0/AHYBRID071/config/README.md	3
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courses/ai-for-time-series/README.md	22
courses/ak8s/v1.0/01_GCP_Console/README.md	2
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courses/ak8s/v1.0/05_Upgrading_GKE/README.md	2
courses/ak8s/v1.0/08_Helm_Charts/README.md	2
courses/ak8s/v1.0/13_Secrets/sample2.properties	3
courses/ak8s/v1.0/README.md	5
courses/ak8s/v1.1/GCP_Console/README.md	2
courses/ak8s/v1.1/GKE_Console/README.md	2
courses/ak8s/v1.1/Helm_Charts/README.md	2
courses/ak8s/v1.1/Monitoring/gcp-gke-monitor-test/README.md	151
courses/ak8s/v1.1/Monitoring/gcp-gke-monitor-test/dev-test-build-steps.txt	46
courses/ak8s/v1.1/Monitoring/gcp-gke-monitor-test/package-lock.json	889
courses/ak8s/v1.1/Monitoring/gcp-gke-monitor-test/package.json	30
courses/ak8s/v1.1/Monitoring/gcp-gke-monitor-test/scripts/data.json	7
courses/ak8s/v1.1/README.md	5
courses/ak8s/v1.1/Secrets/sample2.properties	3
courses/ak8s/v1.1/Upgrading_GKE/README.md	2
courses/bdml_fundamentals/demos/README.md	7
courses/bdml_fundamentals/demos/bigquery-analyze-github.sql	109
courses/bdml_fundamentals/demos/bqml-classification-model.sql	86
courses/bdml_fundamentals/demos/create-hadoop-cluster-run-job.md	63
courses/bdml_fundamentals/demos/earthquakevm/README.md	33
courses/bdml_fundamentals/demos/earthquakevm/earthquakes.htm	8
courses/bdml_fundamentals/demos/earthquakevm/ingest.sh	2
courses/bdml_fundamentals/demos/earthquakevm/install_missing.sh	2
courses/bdml_fundamentals/demos/earthquakevm/transform.py	58
courses/bdml_fundamentals/demos/external-data-query.sql	5
courses/bdml_fundamentals/demos/vision-api.md	5
courses/cloud-spanner/omegatrade/README.md	174
courses/cloud-spanner/omegatrade/backend/package-lock.json	2397
courses/cloud-spanner/omegatrade/backend/package.json	29
courses/cloud-spanner/omegatrade/backend/sample-data/companies.json	26
courses/cloud-spanner/omegatrade/backend/sample-data/simulations.json	26
courses/cloud-spanner/omegatrade/backend/sample-data/stocks.json	3002
courses/cloud-spanner/omegatrade/frontend/README.md	14
courses/cloud-spanner/omegatrade/frontend/angular.json	126
courses/cloud-spanner/omegatrade/frontend/e2e/tsconfig.json	13
courses/cloud-spanner/omegatrade/frontend/ignore.txt	1
courses/cloud-spanner/omegatrade/frontend/package.json	49
courses/cloud-spanner/omegatrade/frontend/tsconfig.app.json	15
courses/cloud-spanner/omegatrade/frontend/tsconfig.json	20
courses/cloud-spanner/omegatrade/frontend/tsconfig.spec.json	18
courses/cloud-spanner/omegatrade/frontend/tslint.json	152
courses/codeassist/LICENSE.md	169
courses/codeassist/requirements.txt	1
courses/data-engineering/demos/README.md	11
courses/data-engineering/demos/advanced_sql_functions.md	237
courses/data-engineering/demos/bigquery_geoviz.md	41
courses/data-engineering/demos/bigquery_scale.md	64
courses/data-engineering/demos/bq_parquet_demo/README.md	60
courses/data-engineering/demos/bq_parquet_demo/bq_to_parquet.py	60
courses/data-engineering/demos/bq_parquet_demo/bq_to_parquet.sh	14
courses/data-engineering/demos/cloud_dlp.md	16
courses/data-engineering/demos/cloud_function_covid/README.md	28
courses/data-engineering/demos/cloud_function_covid/main.py	37
courses/data-engineering/demos/cloud_function_covid/requirements.txt	2
courses/data-engineering/demos/clustering.md	21
courses/data-engineering/demos/composer_gcf_trigger/__init__.py	1
courses/data-engineering/demos/composer_gcf_trigger/cloud_function.js	104
courses/data-engineering/demos/composer_gcf_trigger/composertriggered.ipynb	834
courses/data-engineering/demos/composer_gcf_trigger/dataflow/__init__.py	1
courses/data-engineering/demos/composer_gcf_trigger/dataflow/process_delimited.py	51
courses/data-engineering/demos/composer_gcf_trigger/simple_load_dag.py	67
courses/data-engineering/demos/composer_ml_pipeline/README.md	267
courses/data-engineering/demos/composer_ml_pipeline/chicago_taxi_dag.py	44
courses/data-engineering/demos/composer_ml_pipeline/chicago_taxifare/setup.cfg	4
courses/data-engineering/demos/composer_ml_pipeline/chicago_taxifare/setup.py	15
courses/data-engineering/demos/composer_ml_pipeline/chicago_taxifare/trainer/__init__.py	1
courses/data-engineering/demos/composer_ml_pipeline/chicago_taxifare/trainer/model.py	122
courses/data-engineering/demos/composer_ml_pipeline/chicago_taxifare/trainer/task.py	36
courses/data-engineering/demos/composer_ml_pipeline/setup.sh	23
courses/data-engineering/demos/composer_ml_pipeline/vars.json	3
courses/data-engineering/demos/covid19/create_views.sql	24
courses/data-engineering/demos/covid19/import.sh	17
courses/data-engineering/demos/covid19/materialize.sql	8
courses/data-engineering/demos/external_connection_queries.md	213
courses/data-engineering/demos/information_schema.md	98
courses/data-engineering/demos/java_projects_that_need_help.md	73
courses/data-engineering/demos/multiple_statements.md	14
courses/data-engineering/demos/nested.md	80
courses/data-engineering/demos/partition.md	51
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courses/data-engineering/demos/simple_external_data_query.md	48
courses/data-engineering/demos/simple_healthcheck.md	34
courses/data-engineering/demos/tweet_nlp_beam_notebook/README.md	8
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courses/data-to-insights/demos/bqml-classification-model.sql	86
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courses/data-to-insights/demos/date-partitioned-tables.sql	43
courses/data-to-insights/demos/explore-data-with-sql.sql	250
courses/data-to-insights/demos/external-data-query.sql	5
courses/data-to-insights/demos/joining-weather-stations.sql	108
courses/data-to-insights/demos/scheduled-query.sql	9
courses/data-to-insights/demos/schemas-that-scale.sql	57
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courses/data-to-insights/demos/wikipedia-10-billion.sql	13
courses/data_analysis/deepdive/README.md	10
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courses/data_analysis/lab1a/weather_delay_queries.txt	108
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quests/data-science-on-gcp-edition1_tf2/updates/bqml/queries_classification.txt	32
quests/data-science-on-gcp-edition1_tf2/updates/bqml/queries_regression.txt	32
quests/data-science-on-gcp-edition1_tf2/updates/scheduler/requirements.txt	2
quests/dataflow/2_Branching_Pipelines/solution/metadata.json	30
quests/dataflow/7_Advanced_Streaming_Analytics/solution/README.md	13
quests/dataflow/gce_image/packer.json	21
quests/dataflow/taxonomy.json	33
quests/dataflow/users_bq.txt	10
quests/dataflow_python/2_Branching_Pipelines/solution/metadata.json	30
quests/dataflow_python/taxonomy.json	33
quests/dataflow_scala/1_Basic_ETL/solution/project/build.properties	1
quests/dataflow_scala/3_Batch_Analytics/solution/project/build.properties	1
quests/develop-apis-apigee/grpc-backend/README.md	2
quests/develop-apis-apigee/grpc-backend/package.json	16
quests/develop-apis-apigee/rest-backend/README.md	15
quests/develop-apis-apigee/rest-backend/package.json	17
quests/endtoendml/labs/README.md	2
quests/endtoendml/labs/pipelines/README.md	25
quests/endtoendml/labs/serving/README.md	7
quests/endtoendml/labs/serving/application/README.md	32
quests/endtoendml/labs/serving/application/requirements.txt	2
quests/endtoendml/solutions/README.md	5
quests/endtoendml/solutions/labs/serving/application/README.md	52
quests/endtoendml/solutions/labs/serving/application/requirements.txt	2
quests/endtoendml/solutions/pipelines/README.md	77
quests/endtoendml/solutions/pipelines/containers/pipeline/requirements.txt	5
quests/endtoendml/solutions/serving/README.md	7
quests/endtoendml/solutions/serving/application/README.md	32
quests/endtoendml/solutions/serving/application/requirements.txt	2
quests/getting_started_apache_beam/beam_ml_toxicity_in_gaming/exercises/requirements.txt	3
quests/getting_started_apache_beam/beam_ml_toxicity_in_gaming/requirements.txt	3
quests/rl/a2c/templates/README.md	26
quests/rl/dqn/README.md	23
quests/rl/dqn/requirements.txt	1
quests/serverlessml/README.md	99
quests/sparktobq/README.md	47
quests/vertex-ai/README.md	1
quests/vertex-ai/vertex-ai-qwikstart/README.md	87
quests/vertex-ai/vertex-ai-qwikstart/online-retail-clv-3M/requirements.txt	3
quests/vertex-ai/vertex-ai-qwikstart/requirements.txt	5
quests/vertex-ai/vertex-bqml/README.md	52
quests/vertex-ai/vertex-challenge-lab/README.md	14
quests/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/requirements.txt	3
quests/vertex-ai/vertex-challenge-lab/requirements.txt	12
self-paced-labs/cloud-hero/CONTRIBUTING.md	25
self-paced-labs/cloud-hero/README.md	17
self-paced-labs/cloud-hero/authenticating-users/requirements.txt	6
self-paced-labs/cloud-hero/background/README.md	13
self-paced-labs/cloud-hero/background/app/requirements.txt	3
self-paced-labs/cloud-hero/background/function/requirements.txt	2
self-paced-labs/cloud-hero/optional-kubernetes-engine/README.md	52
self-paced-labs/cloud-hero/optional-kubernetes-engine/requirements-dev.txt	8
self-paced-labs/cloud-hero/optional-kubernetes-engine/requirements.txt	16
self-paced-labs/cloud-hero/optional-kubernetes-engine/tox.ini	25
self-paced-labs/cloud-hero/pytest.ini	5
self-paced-labs/cloud-hero/renovate.json	8
self-paced-labs/cloud-hero/requirements.txt	4
self-paced-labs/cloud-hero/sessions/requirements-dev.txt	1
self-paced-labs/cloud-hero/sessions/requirements.txt	2
self-paced-labs/cloud-run/canary/README.md	320
self-paced-labs/custom-extension/README.md	66
self-paced-labs/custom-extension/package.json	97
self-paced-labs/looker-block/block-weather/CONTRIBUTING.md	3
self-paced-labs/looker-block/block-weather/marketplace.json	20
self-paced-labs/looker-block/block-weather/readme.md	16
self-paced-labs/near-realtime-looker/requirements.txt	2
self-paced-labs/private-embedded-looker/README.md	13
self-paced-labs/private-embedded-looker/frontend/README.md	14
self-paced-labs/private-embedded-looker/frontend/angular.json	102
self-paced-labs/private-embedded-looker/frontend/package.json	38
self-paced-labs/private-embedded-looker/frontend/src/proxy.conf.json	8
self-paced-labs/private-embedded-looker/frontend/tsconfig.app.json	14
self-paced-labs/private-embedded-looker/frontend/tsconfig.json	33
self-paced-labs/private-embedded-looker/frontend/tsconfig.spec.json	14
self-paced-labs/regional-migration/README.md	1
self-paced-labs/sensor-sim/README.md	8
self-paced-labs/sensor-sim/auth_certificate.txt	14
self-paced-labs/sensor-sim/sensorData.txt	923
self-paced-labs/tensorflow-2.x/census/requirements.txt	4
self-paced-labs/tfx/tfx-ai-platform/Covertype_Dataset.md	83
self-paced-labs/tfx/tfx-ai-platform/README.md	103
self-paced-labs/vertex-ai/train-deploy-tf-model/README.md	87
self-paced-labs/vertex-ai/train-deploy-tf-model/online-retail-clv-3M/requirements.txt	3
self-paced-labs/vertex-ai/train-deploy-tf-model/requirements.txt	12
self-paced-labs/vertex-ai/vertex-ai-qwikstart/README.md	87
self-paced-labs/vertex-ai/vertex-ai-qwikstart/online-retail-clv-3M/requirements.txt	3
self-paced-labs/vertex-ai/vertex-ai-qwikstart/requirements.txt	12
self-paced-labs/vertex-ai/vertex-automl/README.md	2
self-paced-labs/vertex-ai/vertex-bqml/README.md	52
self-paced-labs/vertex-ai/vertex-challenge-lab/README.md	8
self-paced-labs/vertex-ai/vertex-challenge-lab/bert-sentiment-classifier/requirements.txt	3
self-paced-labs/vertex-ai/vertex-challenge-lab/requirements.txt	5
self-paced-labs/vertex-ai/vertex-custom-training/README.md	1
self-paced-labs/vertex-ai/vertex-pipelines/kfp/README.md	27
self-paced-labs/vertex-ai/vertex-pipelines/tfx/README.md	16
self-paced-labs/vertex-ai/vertex-pipelines/tfx/requirements.txt	3