├── .kokoro ├── common.cfg ├── scala_spark_tf_unit_test.cfg ├── tests │ └── scala_unit_tests.sh └── trampoline.sh ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── benchmarks ├── README.MD ├── benchmarkUtil.py ├── bigbench.sh ├── cfg.yaml.tmpl ├── examples │ ├── bigbench-dataproc-1-3.yaml │ ├── bigbench-hive-scenarios.yaml │ ├── bigbench-spark-sql-scenarios.yaml │ └── hibench-dataproc-1-2-scenarios.yaml ├── hibench.sh ├── initial_benchmark │ ├── cfg-1.yaml │ └── cpu-testing-scenarios.yaml ├── requirements.txt ├── runPerformanceTesting.py ├── testing_scenarios.yaml.tmpl ├── trigger_bigbench_benchmark.py ├── trigger_hibench_benchmark.py └── unittests.py ├── codelabs ├── opencv-haarcascade │ ├── .gitignore │ ├── FeatureDetector.scala │ ├── build.sbt │ └── project │ │ └── plugins.sbt ├── spark-bigquery │ ├── backfill.py │ ├── backfill.sh │ └── counts_by_subreddit.py ├── spark-hive-k8s-xgboost │ ├── README.md │ ├── mortgage_hive_eda.ipynb │ ├── mortgage_xgboost_gpu.ipynb │ ├── spark-hive-jupyter-xgboost.png │ ├── spark_batch_predictions.py │ ├── spark_csv_hive_parquet.py │ ├── spark_csv_parquet.py │ └── spark_read_hive.py └── spark-nlp │ └── topic_model.py ├── notebooks ├── README.md ├── examples │ ├── Spark - Bank Marketing Demo.ipynb │ └── datalake_spark_bank_demo.png └── python │ ├── 1.1. BigQuery Storage & Spark DataFrames - Python.ipynb │ ├── 1.2. BigQuery Storage & Spark SQL - Python.ipynb │ ├── 1.3. BigQuery Storage & Spark MLlib - Python.ipynb │ ├── 2.1. Google Cloud Storage (CSV) & Spark DataFrames - Python.ipynb │ └── 3.1. Spark DataFrame & Pandas Plotting - Python.ipynb ├── spark-tensorflow ├── .gitignore ├── README.md ├── config-standard.yaml ├── doc │ ├── ml-pipeline.png │ ├── prereqs.md │ ├── spark-package.md │ ├── spark-submit.md │ ├── tf-serve.md │ └── tf-train.md ├── gcloud-tests │ ├── config.yaml │ ├── request.json │ └── test-tf-tsv.sh ├── prepare │ ├── Dockerfile │ ├── build.sbt │ ├── create-cluster.sh │ ├── project │ │ ├── build.properties │ │ └── plugins.sbt │ ├── scalastyle-config.xml │ ├── src │ │ ├── main │ │ │ └── scala │ │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── cloud │ │ │ │ └── ml │ │ │ │ └── samples │ │ │ │ └── criteo │ │ │ │ ├── ArtifactExporter.scala │ │ │ │ ├── CriteoAnalyzer.scala │ │ │ │ ├── CriteoExporter.scala │ │ │ │ ├── CriteoFeatures.scala │ │ │ │ ├── CriteoImporter.scala │ │ │ │ ├── CriteoIndexer.scala │ │ │ │ ├── CriteoMissingReplacer.scala │ │ │ │ ├── CriteoPreprocessingApplication.scala │ │ │ │ └── CriteoTransformer.scala │ │ └── test │ │ │ ├── resources │ │ │ └── test_train.csv │ │ │ └── scala │ │ │ └── com │ │ │ └── google │ │ │ └── cloud │ │ │ └── ml │ │ │ └── samples │ │ │ └── criteo │ │ │ ├── CriteoImporterTest.scala │ │ │ ├── CriteoIndexerTest.scala │ │ │ ├── CriteoMissingReplacerTest.scala │ │ │ ├── CriteoTransformerTest.scala │ │ │ └── SparkSpec.scala │ ├── submit-gcloud.sh │ └── submit-local.sh ├── setup.py ├── test-tf.sh ├── train-gcloud.sh └── trainer │ ├── __init__.py │ ├── data.py │ ├── model.py │ ├── preprocess_artifacts_gcs.py │ ├── preprocess_artifacts_local.py │ ├── requirements.txt │ ├── task.py │ ├── test │ ├── __init__.py │ ├── artifacts │ │ ├── categorical-feature-1 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-10 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-11 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-12 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-13 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-14 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-15 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-16 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-17 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-18 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-19 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-2 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-20 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-21 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-22 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-23 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-24 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-25 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-26 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-3 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-4 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-5 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-6 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-7 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-8 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── categorical-feature-9 │ │ │ ├── count.txt │ │ │ └── index.txt │ │ ├── integer-feature-1 │ │ │ └── mean.txt │ │ ├── integer-feature-10 │ │ │ └── mean.txt │ │ ├── integer-feature-11 │ │ │ └── mean.txt │ │ ├── integer-feature-12 │ │ │ └── mean.txt │ │ ├── integer-feature-13 │ │ │ └── mean.txt │ │ ├── integer-feature-2 │ │ │ └── mean.txt │ │ ├── integer-feature-3 │ │ │ └── mean.txt │ │ ├── integer-feature-4 │ │ │ └── mean.txt │ │ ├── integer-feature-5 │ │ │ └── mean.txt │ │ ├── integer-feature-6 │ │ │ └── mean.txt │ │ ├── integer-feature-7 │ │ │ └── mean.txt │ │ ├── integer-feature-8 │ │ │ └── mean.txt │ │ └── integer-feature-9 │ │ │ └── mean.txt │ ├── data.tfrecords │ ├── test.csv │ ├── test1.expr │ ├── test2.expr │ ├── test3.expr │ ├── train.csv │ └── train.tsv │ └── tests.py ├── spark-translate ├── .gitignore ├── README.md ├── maven │ ├── pom.xml │ └── src │ │ └── main │ │ └── scala │ │ └── demo │ │ └── TranslateExample.scala ├── sbt │ ├── build.sbt │ ├── project │ │ └── assembly.sbt │ └── src │ │ └── main │ │ └── scala │ │ └── demo │ │ └── TranslateExample.scala └── words.txt └── workshops └── social-media ├── README.md ├── slides.pdf └── social-media.txt /.kokoro/common.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/.kokoro/common.cfg -------------------------------------------------------------------------------- /.kokoro/scala_spark_tf_unit_test.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/.kokoro/scala_spark_tf_unit_test.cfg -------------------------------------------------------------------------------- /.kokoro/tests/scala_unit_tests.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/.kokoro/tests/scala_unit_tests.sh -------------------------------------------------------------------------------- /.kokoro/trampoline.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/.kokoro/trampoline.sh -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/README.md -------------------------------------------------------------------------------- /benchmarks/README.MD: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/README.MD -------------------------------------------------------------------------------- /benchmarks/benchmarkUtil.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/benchmarkUtil.py -------------------------------------------------------------------------------- /benchmarks/bigbench.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/bigbench.sh -------------------------------------------------------------------------------- /benchmarks/cfg.yaml.tmpl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/cfg.yaml.tmpl -------------------------------------------------------------------------------- /benchmarks/examples/bigbench-dataproc-1-3.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/examples/bigbench-dataproc-1-3.yaml -------------------------------------------------------------------------------- /benchmarks/examples/bigbench-hive-scenarios.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/examples/bigbench-hive-scenarios.yaml -------------------------------------------------------------------------------- /benchmarks/examples/bigbench-spark-sql-scenarios.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/examples/bigbench-spark-sql-scenarios.yaml -------------------------------------------------------------------------------- /benchmarks/examples/hibench-dataproc-1-2-scenarios.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/examples/hibench-dataproc-1-2-scenarios.yaml -------------------------------------------------------------------------------- /benchmarks/hibench.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/hibench.sh -------------------------------------------------------------------------------- /benchmarks/initial_benchmark/cfg-1.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/initial_benchmark/cfg-1.yaml -------------------------------------------------------------------------------- /benchmarks/initial_benchmark/cpu-testing-scenarios.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/initial_benchmark/cpu-testing-scenarios.yaml -------------------------------------------------------------------------------- /benchmarks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/requirements.txt -------------------------------------------------------------------------------- /benchmarks/runPerformanceTesting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/runPerformanceTesting.py -------------------------------------------------------------------------------- /benchmarks/testing_scenarios.yaml.tmpl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/testing_scenarios.yaml.tmpl -------------------------------------------------------------------------------- /benchmarks/trigger_bigbench_benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/trigger_bigbench_benchmark.py -------------------------------------------------------------------------------- /benchmarks/trigger_hibench_benchmark.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/trigger_hibench_benchmark.py -------------------------------------------------------------------------------- /benchmarks/unittests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/benchmarks/unittests.py -------------------------------------------------------------------------------- /codelabs/opencv-haarcascade/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/opencv-haarcascade/.gitignore -------------------------------------------------------------------------------- /codelabs/opencv-haarcascade/FeatureDetector.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/opencv-haarcascade/FeatureDetector.scala -------------------------------------------------------------------------------- /codelabs/opencv-haarcascade/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/opencv-haarcascade/build.sbt -------------------------------------------------------------------------------- /codelabs/opencv-haarcascade/project/plugins.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/opencv-haarcascade/project/plugins.sbt -------------------------------------------------------------------------------- /codelabs/spark-bigquery/backfill.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-bigquery/backfill.py -------------------------------------------------------------------------------- /codelabs/spark-bigquery/backfill.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-bigquery/backfill.sh -------------------------------------------------------------------------------- /codelabs/spark-bigquery/counts_by_subreddit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-bigquery/counts_by_subreddit.py -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/README.md -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/mortgage_hive_eda.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/mortgage_hive_eda.ipynb -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/mortgage_xgboost_gpu.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/mortgage_xgboost_gpu.ipynb -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/spark-hive-jupyter-xgboost.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/spark-hive-jupyter-xgboost.png -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/spark_batch_predictions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/spark_batch_predictions.py -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/spark_csv_hive_parquet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/spark_csv_hive_parquet.py -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/spark_csv_parquet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/spark_csv_parquet.py -------------------------------------------------------------------------------- /codelabs/spark-hive-k8s-xgboost/spark_read_hive.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-hive-k8s-xgboost/spark_read_hive.py -------------------------------------------------------------------------------- /codelabs/spark-nlp/topic_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/codelabs/spark-nlp/topic_model.py -------------------------------------------------------------------------------- /notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/README.md -------------------------------------------------------------------------------- /notebooks/examples/Spark - Bank Marketing Demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/examples/Spark - Bank Marketing Demo.ipynb -------------------------------------------------------------------------------- /notebooks/examples/datalake_spark_bank_demo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/examples/datalake_spark_bank_demo.png -------------------------------------------------------------------------------- /notebooks/python/1.1. BigQuery Storage & Spark DataFrames - Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/python/1.1. BigQuery Storage & Spark DataFrames - Python.ipynb -------------------------------------------------------------------------------- /notebooks/python/1.2. BigQuery Storage & Spark SQL - Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/python/1.2. BigQuery Storage & Spark SQL - Python.ipynb -------------------------------------------------------------------------------- /notebooks/python/1.3. BigQuery Storage & Spark MLlib - Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/python/1.3. BigQuery Storage & Spark MLlib - Python.ipynb -------------------------------------------------------------------------------- /notebooks/python/2.1. Google Cloud Storage (CSV) & Spark DataFrames - Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/python/2.1. Google Cloud Storage (CSV) & Spark DataFrames - Python.ipynb -------------------------------------------------------------------------------- /notebooks/python/3.1. Spark DataFrame & Pandas Plotting - Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/notebooks/python/3.1. Spark DataFrame & Pandas Plotting - Python.ipynb -------------------------------------------------------------------------------- /spark-tensorflow/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/.gitignore -------------------------------------------------------------------------------- /spark-tensorflow/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/README.md -------------------------------------------------------------------------------- /spark-tensorflow/config-standard.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/config-standard.yaml -------------------------------------------------------------------------------- /spark-tensorflow/doc/ml-pipeline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/doc/ml-pipeline.png -------------------------------------------------------------------------------- /spark-tensorflow/doc/prereqs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/doc/prereqs.md -------------------------------------------------------------------------------- /spark-tensorflow/doc/spark-package.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/doc/spark-package.md -------------------------------------------------------------------------------- /spark-tensorflow/doc/spark-submit.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/doc/spark-submit.md -------------------------------------------------------------------------------- /spark-tensorflow/doc/tf-serve.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/doc/tf-serve.md -------------------------------------------------------------------------------- /spark-tensorflow/doc/tf-train.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/doc/tf-train.md -------------------------------------------------------------------------------- /spark-tensorflow/gcloud-tests/config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/gcloud-tests/config.yaml -------------------------------------------------------------------------------- /spark-tensorflow/gcloud-tests/request.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/gcloud-tests/request.json -------------------------------------------------------------------------------- /spark-tensorflow/gcloud-tests/test-tf-tsv.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/gcloud-tests/test-tf-tsv.sh -------------------------------------------------------------------------------- /spark-tensorflow/prepare/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/Dockerfile -------------------------------------------------------------------------------- /spark-tensorflow/prepare/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/build.sbt -------------------------------------------------------------------------------- /spark-tensorflow/prepare/create-cluster.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/create-cluster.sh -------------------------------------------------------------------------------- /spark-tensorflow/prepare/project/build.properties: -------------------------------------------------------------------------------- 1 | sbt.version = 0.13.15 -------------------------------------------------------------------------------- /spark-tensorflow/prepare/project/plugins.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/project/plugins.sbt -------------------------------------------------------------------------------- /spark-tensorflow/prepare/scalastyle-config.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/scalastyle-config.xml -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/ArtifactExporter.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/ArtifactExporter.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoAnalyzer.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoAnalyzer.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoExporter.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoExporter.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoFeatures.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoFeatures.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoImporter.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoImporter.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoIndexer.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoIndexer.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoMissingReplacer.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoMissingReplacer.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoPreprocessingApplication.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoPreprocessingApplication.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoTransformer.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/main/scala/com/google/cloud/ml/samples/criteo/CriteoTransformer.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/test/resources/test_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/test/resources/test_train.csv -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoImporterTest.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoImporterTest.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoIndexerTest.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoIndexerTest.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoMissingReplacerTest.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoMissingReplacerTest.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoTransformerTest.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/CriteoTransformerTest.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/SparkSpec.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/src/test/scala/com/google/cloud/ml/samples/criteo/SparkSpec.scala -------------------------------------------------------------------------------- /spark-tensorflow/prepare/submit-gcloud.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/submit-gcloud.sh -------------------------------------------------------------------------------- /spark-tensorflow/prepare/submit-local.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/prepare/submit-local.sh -------------------------------------------------------------------------------- /spark-tensorflow/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/setup.py -------------------------------------------------------------------------------- /spark-tensorflow/test-tf.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/test-tf.sh -------------------------------------------------------------------------------- /spark-tensorflow/train-gcloud.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/train-gcloud.sh -------------------------------------------------------------------------------- /spark-tensorflow/trainer/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/data.py -------------------------------------------------------------------------------- /spark-tensorflow/trainer/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/model.py -------------------------------------------------------------------------------- /spark-tensorflow/trainer/preprocess_artifacts_gcs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/preprocess_artifacts_gcs.py -------------------------------------------------------------------------------- /spark-tensorflow/trainer/preprocess_artifacts_local.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/preprocess_artifacts_local.py -------------------------------------------------------------------------------- /spark-tensorflow/trainer/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/requirements.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/task.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/task.py -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-1/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-1/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-1/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-10/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-10/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-10/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-11/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-11/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-11/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-12/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-12/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-12/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-13/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-13/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-13/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-14/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-14/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-14/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-15/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-15/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-15/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-16/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-16/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-16/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-17/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-17/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-17/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-18/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-18/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-18/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-19/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-19/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-19/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-2/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-2/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-2/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-20/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-20/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-20/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-21/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-21/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-21/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-22/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-22/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-22/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-23/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-23/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-23/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-24/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-24/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-24/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-25/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-25/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-25/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-26/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-26/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-26/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-3/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-3/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-3/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-4/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-4/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-4/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-5/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-5/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-5/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-6/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-6/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-6/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-7/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-7/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-7/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-8/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-8/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-8/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-9/count.txt: -------------------------------------------------------------------------------- 1 | 3 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/categorical-feature-9/index.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/artifacts/categorical-feature-9/index.txt -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-1/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-10/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-11/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-12/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-13/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-2/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-3/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-4/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-5/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-6/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-7/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-8/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/artifacts/integer-feature-9/mean.txt: -------------------------------------------------------------------------------- 1 | 0 2 | -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/data.tfrecords: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/data.tfrecords -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/test.csv -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/test1.expr: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/test1.expr -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/test2.expr: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/test2.expr -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/test3.expr: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/test3.expr -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/train.csv -------------------------------------------------------------------------------- /spark-tensorflow/trainer/test/train.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/test/train.tsv -------------------------------------------------------------------------------- /spark-tensorflow/trainer/tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-tensorflow/trainer/tests.py -------------------------------------------------------------------------------- /spark-translate/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-translate/.gitignore -------------------------------------------------------------------------------- /spark-translate/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-translate/README.md -------------------------------------------------------------------------------- /spark-translate/maven/pom.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-translate/maven/pom.xml -------------------------------------------------------------------------------- /spark-translate/maven/src/main/scala/demo/TranslateExample.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-translate/maven/src/main/scala/demo/TranslateExample.scala -------------------------------------------------------------------------------- /spark-translate/sbt/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-translate/sbt/build.sbt -------------------------------------------------------------------------------- /spark-translate/sbt/project/assembly.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/spark-translate/sbt/project/assembly.sbt -------------------------------------------------------------------------------- /spark-translate/sbt/src/main/scala/demo/TranslateExample.scala: -------------------------------------------------------------------------------- 1 | ../../../../../maven/src/main/scala/demo/TranslateExample.scala -------------------------------------------------------------------------------- /spark-translate/words.txt: -------------------------------------------------------------------------------- 1 | cat 2 | dog 3 | fish 4 | -------------------------------------------------------------------------------- /workshops/social-media/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/workshops/social-media/README.md -------------------------------------------------------------------------------- /workshops/social-media/slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/workshops/social-media/slides.pdf -------------------------------------------------------------------------------- /workshops/social-media/social-media.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfayyaz/cloud-dataproc/HEAD/workshops/social-media/social-media.txt --------------------------------------------------------------------------------