├── .editorconfig ├── .gitignore ├── 4.2.3-SDK_Options └── sdkoptions │ ├── .classpath │ ├── .gitignore │ ├── .project │ ├── .settings │ ├── org.eclipse.core.resources.prefs │ ├── org.eclipse.jdt.apt.core.prefs │ ├── org.eclipse.jdt.core.prefs │ └── org.eclipse.m2e.core.prefs │ ├── Makefile │ ├── pom.xml │ ├── run.sh │ └── src │ └── main │ └── java │ └── com │ └── linuxacademy │ └── examples │ ├── App.java │ └── MusicItem.java ├── 4.3-Monitoring ├── backoff.py └── run.py ├── 4.4-Working_With_Items └── cf.yaml ├── 4.4.4-Scans_And_Queries └── README.md ├── 4.4.6-Batch_Operations ├── README.md ├── batch_bench.py ├── get.json └── write.json ├── 4.5.2-Auto-Scaling ├── README.md └── run.py ├── 5.1.1-Indexes-Part1 ├── album_indexed.csv.gz ├── create_table.sh └── load.py ├── 5.1.2-Indexes-Part2 ├── README.md ├── create-indexes.py ├── projection.py └── sparse.py ├── 5.3.1-Offloading-S3 └── scan.py ├── 5.4.1-Conditional_Updates ├── atomic.py └── update.py ├── 5.4.2-Transactions └── txn.py ├── 5.4.3-TTL └── ttl.py ├── 5.5.2-Encryption ├── Pipfile ├── Pipfile.lock └── client.py ├── 6.1.2-Triggers ├── README.md ├── create_table.py ├── lambda_function.py └── order.py ├── 6.2.1-Write_Sharding ├── README.md ├── create_tables.py ├── lambda_function.py └── votes.py ├── 6.2.2-Aggregation_With_Streams ├── README.md ├── clear_votes.py └── lambda_function.py ├── 6.3.1-Static-Data-Dumps ├── Pipfile ├── Pipfile.lock ├── README.md ├── bucket_policy.json ├── create_leaderboard.py ├── lambda_function.py └── orders.py ├── 6.3.2-DAX ├── Pipfile ├── Pipfile.lock ├── README.md └── dax.py ├── 6.3.3-SQS-Write-Buffer ├── Pipfile ├── Pipfile.lock ├── README.md ├── lambda_execution_role.json ├── lambda_function.py └── orders.py ├── 6.4.1-FGAC ├── README.md ├── access-specific-attributes.json ├── access-specific-table.json └── assume_role.py ├── 6.6.1-EMR ├── README.md └── orders.csv ├── 6.6.2-Elasticsearch ├── .gitignore ├── README.md ├── ddb2es │ └── lambda_function.py └── lambda-role.json ├── README.md ├── labs ├── BasicIO │ ├── confirmlab.py │ └── confirmlabfinal.py ├── DMSMigration │ └── etl.sql ├── backupandrestore │ ├── PetInventory.csv │ └── petinventorystrap.py ├── batchupdate.py ├── bootstrap │ └── tablebootstrap.py ├── csvconverter.py ├── fgac │ └── tableitems.json ├── migration_v2.py ├── processingstreamswithlambda │ ├── metricprocessor.py │ └── randomgame.py ├── recoveringaccess │ └── MischiefMoosa.py ├── secondaryindexes │ ├── index_table_load.py │ ├── index_table_load_3.8.py │ ├── pineheadrecords_query.py │ └── records_query_3.8.py └── solutions │ ├── CreatingaDynamoDBTable │ └── cfntemplate.json │ ├── ImplementingDAXonanExistingDynamoDBArchitecture │ ├── getTaStats │ │ └── lambda_function.py │ └── taStreamProcessor │ │ └── lambda_function.py │ ├── ImplementingFineGrainedAccessControlforDynamoDB │ ├── FGACAdminPolicy.json │ └── FGACUserPolicy.json │ ├── ImplementingaSimpleDynamoDBApplication │ └── pinehead_data_util │ ├── ImplementingandWorkingwithBackupsandRestoresinDynamoDB │ └── backupfunction.py │ ├── ManagingDynamoDBDataMigrationwithDMS │ └── rules.json │ ├── ProcessingDynamoDBStreamsUsingLambda │ └── lambda_function.py │ └── UsingElastiCachetoImproveDynamoDBPerformance │ ├── getTaStats │ └── editme.py │ └── taStreamProcessor │ └── editme.py ├── playground ├── README.md └── vpc.yaml ├── webapp-v0 ├── .editorconfig ├── .gitignore ├── Pipfile ├── Pipfile.lock ├── README.md ├── model.sql ├── requirements.txt ├── run.py ├── run.sh ├── schema.sql └── webapp │ ├── __init__.py │ ├── forms.py │ ├── models.py │ ├── routes.py │ ├── static │ ├── css │ │ └── main.css │ ├── img │ │ ├── favicon.ico │ │ ├── logo-inverse.svg │ │ ├── logo.svg │ │ ├── no-albumart.svg │ │ └── store.jpg │ └── js │ │ └── main.js │ └── templates │ ├── about.html │ ├── account.html │ ├── album.html │ ├── artist.html │ ├── footer.html │ ├── home.html │ ├── layout.html │ ├── login.html │ ├── nav.html │ ├── register.html │ ├── results.html │ ├── search.html │ └── track.html ├── webapp-v1 ├── .editorconfig ├── .gitignore ├── Pipfile ├── Pipfile.lock ├── README.md ├── create-table-album.json ├── create-table-artist.json ├── create-table-track.json ├── create-table-user.json ├── migrate.py ├── requirements.txt ├── run.py ├── run.sh └── webapp │ ├── __init__.py │ ├── forms.py │ ├── models.py │ ├── routes.py │ ├── static │ ├── css │ │ └── main.css │ ├── img │ │ ├── favicon.ico │ │ ├── logo-inverse.afdesign │ │ ├── logo-inverse.svg │ │ ├── logo.svg │ │ ├── no-albumart.svg │ │ └── store.jpg │ └── js │ │ └── main.js │ └── templates │ ├── 404.html │ ├── about.html │ ├── account.html │ ├── album.html │ ├── artist-results.html │ ├── artist.html │ ├── footer.html │ ├── home.html │ ├── layout.html │ ├── login.html │ ├── nav.html │ ├── register.html │ ├── results.html │ ├── search.html │ └── track.html ├── webapp-v2 ├── .editorconfig ├── .gitignore ├── Pipfile ├── Pipfile.lock ├── README.md ├── create-table-pinehead.json ├── create-table-user.json ├── requirements.txt ├── run.sh └── webapp │ ├── __init__.py │ ├── forms.py │ ├── models.py │ ├── routes.py │ ├── static │ ├── css │ │ └── main.css │ ├── img │ │ ├── favicon.ico │ │ ├── logo-inverse.afdesign │ │ ├── logo-inverse.svg │ │ ├── logo.svg │ │ ├── no-albumart.svg │ │ └── store.jpg │ └── js │ │ └── main.js │ └── templates │ ├── 404.html │ ├── about.html │ ├── account.html │ ├── album.html │ ├── artist-results.html │ ├── artist.html │ ├── footer.html │ ├── home.html │ ├── layout.html │ ├── login.html │ ├── nav.html │ ├── register.html │ ├── results.html │ ├── search.html │ └── track.html └── webapp-v3 ├── .editorconfig ├── .gitignore ├── Pipfile ├── Pipfile.lock ├── Pipfile.lock.bak ├── README.md ├── create-table-user.json ├── requirements.txt ├── run.sh └── webapp ├── .env.example ├── __init__.py ├── forms.py ├── models ├── __init__.py ├── album.py ├── artist.py ├── models.py └── track.py ├── routes.py ├── static ├── css │ └── main.css ├── img │ ├── 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