├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── resources ├── code │ └── .gitkeep ├── policies │ └── .gitkeep └── templates │ └── .gitkeep └── workshop ├── Server ├── athena_img │ ├── AthenaWorkGroup_DataSource.png │ ├── athena-db-selec.png │ ├── athena-ds.png │ ├── athena-first-query.png │ ├── athena-full.png │ ├── athena-join-table.png │ ├── athena-right.png │ ├── athena-s3.png │ ├── athena-setup.png │ ├── athena-table-selec.png │ ├── athena-table.png │ ├── athena-view-create.png │ ├── athena_ctas_buck.png │ ├── athena_ctas_nobuck.png │ ├── athena_ctas_s3_buck.png │ ├── athena_ctas_s3_nobuck.png │ ├── athena_database.png │ ├── athena_inner.png │ ├── athena_insert.png │ ├── athena_landing.png │ ├── athena_left.png │ ├── athena_newpart.png │ ├── athena_newpart_msc.png │ ├── athena_query_csv.png │ ├── athena_query_noparq.png │ ├── athena_query_nopart.png │ ├── athena_query_parq.png │ ├── athena_query_part.png │ ├── athena_s3_addpart.png │ ├── athena_showpart.png │ ├── athena_showpart2.png │ ├── athena_subset_buck.png │ ├── athena_subset_nobuck.png │ ├── athena_workgroup.png │ ├── athena_workgroup_general.png │ ├── athena_workgroup_general_1.png │ ├── athena_workgroup_s3.png │ ├── athena_workgroup_switch.png │ ├── athena_workgroup_validate.png │ └── create-bucket.png ├── css │ ├── atom-one-dark-reasonable.css │ ├── auto-complete.css │ ├── featherlight.min.css │ ├── fontawesome-all.min.css │ ├── hugo-theme.css │ ├── hybrid.css │ ├── nucleus.css │ ├── perfect-scrollbar.min.css │ ├── tags.css │ ├── theme-aws.css │ ├── theme-blue.css │ ├── theme-green.css │ ├── theme-red.css │ └── theme.css ├── en │ ├── 404.html │ ├── athena.html │ ├── athena │ │ ├── athena_best_practices.html │ │ ├── index.xml │ │ └── optional.html │ ├── categories.html │ ├── categories │ │ └── index.xml │ ├── glue.html │ ├── glue │ │ ├── 21_permissions.html │ │ ├── 22_raw_crawler.html │ │ ├── 23_transform_with_glue_job.html │ │ ├── 24_curated_crawler.html │ │ ├── 25_schema_validation.html │ │ ├── 26_testing_pyspark_locally.html │ │ ├── 27_optional_dev_endpoint.html │ │ └── index.xml │ ├── index.html │ ├── index.json │ ├── index.xml │ ├── orchestration.html │ ├── orchestration │ │ └── index.xml │ ├── requirements.html │ ├── requirements │ │ ├── index.xml │ │ ├── knowledge.html │ │ ├── knowledge │ │ │ └── index.xml │ │ ├── prerequisites.html │ │ └── prerequisites │ │ │ ├── chapter.en.png │ │ │ └── index.xml │ ├── sitemap.xml │ ├── tags.html │ ├── tags │ │ └── index.xml │ ├── transformations.html │ ├── transformations │ │ └── index.xml │ ├── visualization.html │ ├── visualization │ │ └── index.xml │ ├── wrapup.html │ └── wrapup │ │ └── index.xml ├── fonts │ ├── Inconsolata.eot │ ├── Inconsolata.svg │ ├── Inconsolata.ttf │ ├── Inconsolata.woff │ ├── Novecentosanswide-Normal-webfont.eot │ ├── Novecentosanswide-Normal-webfont.svg │ ├── Novecentosanswide-Normal-webfont.ttf │ ├── Novecentosanswide-Normal-webfont.woff │ ├── Novecentosanswide-Normal-webfont.woff2 │ ├── Novecentosanswide-UltraLight-webfont.eot │ ├── Novecentosanswide-UltraLight-webfont.svg │ ├── Novecentosanswide-UltraLight-webfont.ttf │ ├── Novecentosanswide-UltraLight-webfont.woff │ ├── Novecentosanswide-UltraLight-webfont.woff2 │ ├── Work_Sans_200.eot │ ├── Work_Sans_200.svg │ ├── Work_Sans_200.ttf │ ├── Work_Sans_200.woff │ ├── Work_Sans_200.woff2 │ ├── Work_Sans_300.eot │ ├── Work_Sans_300.svg │ ├── Work_Sans_300.ttf │ ├── Work_Sans_300.woff │ ├── Work_Sans_300.woff2 │ ├── Work_Sans_500.eot │ ├── Work_Sans_500.svg │ ├── Work_Sans_500.ttf │ ├── Work_Sans_500.woff │ └── Work_Sans_500.woff2 ├── fr │ ├── 404.html │ ├── categories.html │ ├── categories │ │ └── index.xml │ ├── index.html │ ├── index.json │ ├── index.xml │ ├── requirements.html │ ├── requirements │ │ └── index.xml │ ├── sitemap.xml │ ├── tags.html │ └── tags │ │ └── index.xml ├── glue_images │ └── ingestion │ │ ├── cf1.png │ │ ├── cf2.png │ │ ├── cf3.png │ │ ├── crawler1.png │ │ ├── crawler2.png │ │ ├── crawler3.png │ │ ├── create-notebook1.png │ │ ├── create-notebook2.png │ │ ├── csv_parquet.png │ │ ├── datalake_s3.png │ │ ├── dev-ep1.png │ │ ├── dev-ep2.png │ │ ├── dev-ep3.png │ │ ├── dev-ep4.png │ │ ├── etl-nb1.png │ │ ├── etl-nb2.png │ │ ├── glue-job1.png │ │ ├── glue-job15.png │ │ ├── glue-job2.png │ │ ├── glue-job3.png │ │ ├── glue_connection1.png │ │ ├── glue_connection2.png │ │ ├── glue_connection3.png │ │ ├── glue_connection4.png │ │ ├── lab1-structure.png │ │ ├── s3_raw_evens.png │ │ ├── seejob.png │ │ └── steps_glue.png ├── images │ ├── apn-logo.jpg │ ├── aws-open-source.jpg │ ├── chapter.en.png │ ├── clippy.svg │ └── logo.png ├── index.html ├── js │ ├── auto-complete.js │ ├── clipboard.min.js │ ├── featherlight.min.js │ ├── highlight.pack.js │ ├── html5shiv-printshiv.min.js │ ├── hugo-learn.js │ ├── jquery-3.6.0.min.js │ ├── jquery.sticky.js │ ├── kinesis.js │ ├── learn.js │ ├── lunr.min.js │ ├── modernizr.custom-3.6.0.js │ ├── perfect-scrollbar.jquery.min.js │ ├── perfect-scrollbar.min.js │ └── search.js ├── mermaid │ ├── mermaid.css │ ├── mermaid.dark.css │ ├── mermaid.forest.css │ └── mermaid.js ├── orch_img │ └── orchestration │ │ ├── 2-1.png │ │ ├── addcrawler-trigger.png │ │ ├── all_steps_glue2.png │ │ ├── csv_parquet.png │ │ ├── dc-1.png │ │ ├── dc-2.png │ │ ├── s3_raw_and_curated.png │ │ ├── steps_glue.png │ │ ├── wf-end-result.png │ │ ├── wf-observe1.png │ │ ├── wf-observe2.png │ │ ├── wf-observe3.png │ │ ├── wf1.png │ │ ├── wf10-1.png │ │ ├── wf10.png │ │ ├── wf11.png │ │ ├── wf12.png │ │ ├── wf2.png │ │ ├── wf3-1.png │ │ ├── wf3.png │ │ ├── wf4.png │ │ ├── wf5.png │ │ ├── wf51.png │ │ ├── wf6.png │ │ ├── wf7.png │ │ ├── wf8-1.png │ │ ├── wf8.png │ │ ├── wf9.png │ │ ├── wf91.png │ │ ├── workflow61.png │ │ ├── workflow71.png │ │ ├── workflow_complete.png │ │ ├── workflow_complete2.png │ │ └── workflow_complete_no_marks.png ├── sitemap.xml ├── tran_img │ ├── Screenshot 2020-03-12 at 15.42.04 copy.png │ ├── Screenshot 2020-03-12 at 15.42.04.png │ ├── notebook-to-glue.png │ └── notebook.png └── visualization_images │ ├── AthenaWorkGroup_DataSource.png │ ├── DateFormat.png │ ├── Edit-dataset.png │ ├── Field_DataTypes.png │ ├── Select_Fields.png │ ├── add-insight.png │ ├── aggregate-by-day.png │ ├── arrow-edit-dataset-type.png │ ├── athena-ds.png │ ├── athena-setup.png │ ├── athena-table.png │ ├── choose-dataset.png │ ├── connectors.png │ ├── create-bucket.png │ ├── edit-dataset-icon.png │ ├── end.png │ ├── enterprise.png │ ├── entire-month.png │ ├── filter_comparison_type.png │ ├── filter_creation.png │ ├── filter_selection.png │ ├── forecast.png │ ├── kpi-percent.png │ ├── kpi.png │ ├── manage-data copy.png │ ├── month-filter.png │ ├── new-account-fields.png │ ├── new-visual.png │ ├── oregon-manage.png │ ├── oregon.png │ ├── prepare-forecast.png │ ├── qs-workgroup-permission.png │ ├── quicksight-first-page.png │ ├── save-visualize.png │ ├── time_range.png │ ├── updated1.png │ ├── updated2.png │ └── year-filter.png ├── config.toml ├── content ├── DataBrew │ ├── 21_Setting_up.en.md │ ├── 22_Data_Profiling.en.md │ ├── 23_Data_Cleaning.en.md │ ├── 24_Other_Transformations.en.md │ ├── _index.en.md │ └── byodSmallTestData.csv ├── _index.en.md ├── _index.fr.md ├── athena │ ├── 51_Setting_up.en.md │ ├── 52_Exploring_with_athena.en.md │ ├── 53_Joins.en.md │ ├── 54_Storing_SQL_join_results.md │ ├── 55_athena_best_practices.en.md │ ├── 56_optional_db_table.en.md │ ├── 57_optional_partitions.en.md │ ├── 58_Text_Analytics_UDF.en.md │ └── _index.en.md ├── glue │ ├── 31_permissions.en.md │ ├── 32_raw_crawler.en.md │ ├── 33_transform_with_glue_job.en.md │ ├── 34_curated_crawler.en.md │ ├── 35_schema_validation.en.md │ ├── 36_dev_endpoint.en.md │ ├── 37_optional_testing_pyspark_locally.en.md │ └── _index.en.md ├── help ├── orchestration │ ├── 41_Orchestrate the data pipeline using Workflows.en copy.md │ ├── 42_Add Crawler.en copy.md │ ├── 43_Add Jobs.en.md │ ├── 44_Add Crawler 2.en.md │ ├── 45_Reviewing the results.en.md │ ├── 46_Your own workflow.en.md │ └── _index.en.md ├── requirements │ ├── _index.en.md │ ├── _index.fr.md │ ├── knowledge │ │ └── _index.en.md │ └── prerequisites │ │ ├── _index.en.md │ │ └── chapter.en.png ├── transformations │ ├── 71_transformations_dev_endpoint.en.md │ ├── 72_transformations_local.en.md │ ├── _index.en.md │ └── byodSmallTestData.csv ├── visualization │ ├── 61_Signing up for Amazon QuickSight Enterprise Edition.en.md │ ├── 62_Some Quicksight definitions.en.md │ ├── 63_Configuring Amazon QuickSight to use Amazon Athena as data source.en.md │ ├── 64_Preparing your data.en.md │ ├── 65_Visualizing the data using Amazon QuickSight.en.md │ └── _index.en.md └── wrapup │ └── _index.en.md ├── layouts ├── _default │ └── _markup │ │ └── render-link.html ├── index.json ├── partials │ └── custom-footer.html └── shortcodes │ └── table.html ├── post_build.py ├── pre_build.py ├── requirements.txt ├── static ├── athena_img │ ├── AthenaWorkGroup_DataSource.png │ ├── athena-db-selec.png │ ├── athena-db-selec1.png │ ├── athena-ds.png │ ├── athena-first-query.png │ ├── athena-first-query1.png │ ├── athena-full.png │ ├── athena-join-table.png │ ├── athena-right.png │ ├── athena-s3.png │ ├── athena-setup.png │ ├── athena-table-selec.png │ ├── athena-table-selec1.png │ ├── athena-table.png │ ├── athena_ctas_bucket.png │ ├── athena_ctas_nobuck.png │ ├── athena_ctas_part.png │ ├── athena_ctas_s3_bucket.png │ ├── athena_ctas_s3_part.png │ ├── athena_database.png │ ├── athena_inner.png │ ├── athena_insert.png │ ├── athena_landing.png │ ├── athena_left.png │ ├── athena_newpart.png │ ├── athena_newpart_msc.png │ ├── athena_part_create.png │ ├── athena_query_csv.png │ ├── athena_query_noparq.png │ ├── athena_query_nopart.png │ ├── athena_query_parq.png │ ├── athena_query_partit.png │ ├── athena_s3_addpart.png │ ├── athena_showpart.png │ ├── athena_showpart2.png │ ├── athena_subset_buck.png │ ├── athena_subset_nobuck.png │ ├── athena_udf_0.png │ ├── athena_udf_1.png │ ├── athena_udf_2.png │ ├── athena_udf_3.png │ ├── athena_udf_4.png │ ├── athena_udf_5.png │ ├── athena_udf_6.png │ ├── athena_udf_7.png │ ├── athena_view_create.png │ ├── athena_workgroup.png │ ├── athena_workgroup_general.png │ ├── athena_workgroup_general_1.png │ ├── athena_workgroup_s3.png │ ├── athena_workgroup_switch.png │ ├── athena_workgroup_validate.png │ └── create-bucket.png ├── databrew_img │ ├── Databrew_Arch.png │ ├── databrew_cleaning.png │ ├── databrew_cleaning1.png │ ├── databrew_cleaning10.png │ ├── databrew_cleaning11.png │ ├── databrew_cleaning12.png │ ├── databrew_cleaning13.png │ ├── databrew_cleaning2.png │ ├── databrew_cleaning3.png │ ├── databrew_cleaning4.png │ ├── databrew_cleaning5.png │ ├── databrew_cleaning6.png │ ├── databrew_cleaning7.png │ ├── databrew_cleaning8.png │ ├── databrew_cleaning9.png │ ├── databrew_profile.png │ ├── databrew_profile1.png │ ├── databrew_profile2.png │ ├── databrew_profile3.png │ ├── databrew_profile4.png │ ├── databrew_profile5.png │ ├── databrew_profile6.png │ ├── databrew_profile7.png │ ├── databrew_profile8.png │ ├── databrew_project1.png │ ├── databrew_project2.png │ ├── databrew_project3.png │ ├── databrew_project4.png │ ├── databrew_transformation1.png │ ├── databrew_transformation2.png │ ├── databrew_transformation3.png │ ├── databrew_transformation4.png │ └── databrew_transformation5.png ├── glue_images │ └── ingestion │ │ ├── cf1.png │ │ ├── cf2.png │ │ ├── cf3.png │ │ ├── crawler1.png │ │ ├── crawler2.png │ │ ├── crawler3.png │ │ ├── create-notebook1.png │ │ ├── create-notebook2.png │ │ ├── csv_parquet.png │ │ ├── datalake_s3.png │ │ ├── dev-ep1.png │ │ ├── dev-ep2.png │ │ ├── dev-ep3.png │ │ ├── dev-ep4.png │ │ ├── etl-nb1.png │ │ ├── etl-nb2.png │ │ ├── glue-job1.png │ │ ├── glue-job15.png │ │ ├── glue-job2.png │ │ ├── glue-job3.png │ │ ├── glue_connection1.png │ │ ├── glue_connection2.png │ │ ├── glue_connection3.png │ │ ├── glue_connection4.png │ │ ├── lab1-structure.png │ │ ├── s3_raw_evens.png │ │ ├── seejob.png │ │ └── steps_glue.png ├── images │ ├── apn-logo.jpg │ ├── aws-open-source.jpg │ └── chapter.en.png ├── js │ └── kinesis.js ├── orch_img │ └── orchestration │ │ ├── 2-1.png │ │ ├── addcrawler-trigger.png │ │ ├── addcrawler.png │ │ ├── addjob.png │ │ ├── addjobsimple.png │ │ ├── addtriggerparquet.png │ │ ├── addtriggerparquet2.png │ │ ├── all_steps_glue2.png │ │ ├── csv_parquet.png │ │ ├── databases.png │ │ ├── dc-1.png │ │ ├── dc-2.png │ │ ├── entireworkflow.png │ │ ├── firsttrigger.png │ │ ├── s3_raw_and_curated.png │ │ ├── simpletrigger.png │ │ ├── steps_glue.png │ │ ├── trigger-crawler-trigger-job.png │ │ ├── trigger-crawler-trigger.png │ │ ├── trigger-crawler.png │ │ ├── wf-end-result.png │ │ ├── wf-observe1.png │ │ ├── wf-observe2.png │ │ ├── wf-observe3.png │ │ ├── wf1.png │ │ ├── wf10-1.png │ │ ├── wf10.png │ │ ├── wf11.png │ │ ├── wf12.png │ │ ├── wf2.png │ │ ├── wf3-1.png │ │ ├── wf3.png │ │ ├── wf4.png │ │ ├── wf5.png │ │ ├── wf51.png │ │ ├── wf6.png │ │ ├── wf7.png │ │ ├── wf8-1.png │ │ ├── wf8.png │ │ ├── wf9.png │ │ ├── wf91.png │ │ ├── workflow61.png │ │ ├── workflow71.png │ │ ├── workflow_complete.png │ │ ├── workflow_complete2.png │ │ └── workflow_complete_no_marks.png ├── pdf │ └── byod-graduate-path.pdf ├── tran_img │ ├── Screenshot 2020-03-12 at 15.42.04 copy.png │ ├── Screenshot 2020-03-12 at 15.42.04.png │ ├── notebook-to-glue.png │ └── notebook.png └── visualization_images │ ├── AthenaWorkGroup_DataSource.png │ ├── DateFormat.png │ ├── Edit-dataset.png │ ├── Field_DataTypes.png │ ├── Select_Fields.png │ ├── add-insight.png │ ├── aggregate-by-day.png │ ├── architecture-overview-lab2.png │ ├── arrow-edit-dataset-type.png │ ├── athena-ds.png │ ├── athena-setup.png │ ├── athena-table.png │ ├── choose-dataset.png │ ├── connectors.png │ ├── create-bucket.png │ ├── edit-dataset-icon.png │ ├── end.png │ ├── enterprise.png │ ├── entire-month.png │ ├── filter_comparison_type.png │ ├── filter_creation.png │ ├── filter_selection.png │ ├── forecast.png │ ├── kpi-percent.png │ ├── kpi.png │ ├── manage-data copy.png │ ├── month-filter.png │ ├── new-account-fields.png │ ├── new-visual.png │ ├── oregon-manage.png │ ├── oregon.png │ ├── prepare-forecast.png │ ├── qs-workgroup-permission.png │ ├── quicksight-first-page.png │ ├── save-visualize.png │ ├── time_range.png │ ├── updated1.png │ ├── updated2.png │ └── year-filter.png └── themes └── learn ├── .editorconfig ├── .gitignore ├── .grenrc.yml ├── CHANGELOG.md ├── LICENSE.md ├── README.md ├── archetypes ├── chapter.md └── default.md ├── i18n ├── ar.toml ├── de.toml ├── en.toml ├── es.toml ├── fr.toml ├── hi.toml ├── id.toml ├── nl.toml ├── pt.toml └── tr.toml ├── images ├── screenshot.png └── tn.png ├── layouts ├── 404.html ├── _default │ ├── list.html │ └── single.html ├── index.html ├── index.json ├── partials │ ├── custom-comments.html │ ├── custom-footer.html │ ├── custom-header.html │ ├── favicon.html │ ├── footer.html │ ├── header.html │ ├── logo.html │ ├── menu-footer.html │ ├── menu.html │ ├── meta.html │ ├── search.html │ ├── tags.html │ └── toc.html └── shortcodes │ ├── attachments.html │ ├── button.html │ ├── children.html │ ├── expand.html │ ├── img.html │ ├── mermaid.html │ ├── notice.html │ ├── ref.html │ ├── relref.html │ ├── siteparam.html │ └── siteurl.html ├── static ├── css │ ├── atom-one-dark-reasonable.css │ ├── auto-complete.css │ ├── featherlight.min.css │ ├── fontawesome-all.min.css │ ├── hugo-theme.css │ ├── hybrid.css │ ├── nucleus.css │ ├── perfect-scrollbar.min.css │ ├── tags.css │ ├── theme-aws.css │ ├── theme-blue.css │ ├── theme-green.css │ ├── theme-red.css │ └── theme.css ├── fonts │ ├── Inconsolata.eot │ ├── Inconsolata.svg │ ├── Inconsolata.ttf │ ├── Inconsolata.woff │ ├── Novecentosanswide-Normal-webfont.eot │ ├── Novecentosanswide-Normal-webfont.svg │ ├── Novecentosanswide-Normal-webfont.ttf │ ├── Novecentosanswide-Normal-webfont.woff │ ├── Novecentosanswide-Normal-webfont.woff2 │ ├── Novecentosanswide-UltraLight-webfont.eot │ ├── Novecentosanswide-UltraLight-webfont.svg │ ├── Novecentosanswide-UltraLight-webfont.ttf │ ├── Novecentosanswide-UltraLight-webfont.woff │ ├── Novecentosanswide-UltraLight-webfont.woff2 │ ├── Work_Sans_200.eot │ ├── Work_Sans_200.svg │ ├── Work_Sans_200.ttf │ ├── Work_Sans_200.woff │ ├── Work_Sans_200.woff2 │ ├── Work_Sans_300.eot │ ├── Work_Sans_300.svg │ ├── Work_Sans_300.ttf │ ├── Work_Sans_300.woff │ ├── Work_Sans_300.woff2 │ ├── Work_Sans_500.eot │ ├── Work_Sans_500.svg │ ├── Work_Sans_500.ttf │ ├── Work_Sans_500.woff │ └── Work_Sans_500.woff2 ├── images │ ├── clippy.svg │ └── logo.png ├── js │ ├── auto-complete.js │ ├── clipboard.min.js │ ├── featherlight.min.js │ ├── highlight.pack.js │ ├── html5shiv-printshiv.min.js │ ├── hugo-learn.js │ ├── jquery-3.6.0.min.js │ ├── jquery.sticky.js │ ├── learn.js │ ├── lunr.min.js │ ├── modernizr.custom-3.6.0.js │ ├── perfect-scrollbar.jquery.min.js │ ├── perfect-scrollbar.min.js │ └── search.js └── mermaid │ ├── mermaid.css │ ├── mermaid.dark.css │ ├── mermaid.forest.css │ └── mermaid.js └── theme.toml /.gitignore: -------------------------------------------------------------------------------- 1 | *.code-workspace 2 | node_modules 3 | workshop/public 4 | public 5 | packaged.yaml 6 | resources/_gen 7 | .DS_Store 8 | .idea -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | ## Code of Conduct 2 | This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). 3 | For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact 4 | opensource-codeofconduct@amazon.com with any additional questions or comments. 5 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. 2 | 3 | Permission is hereby granted, free of charge, to any person obtaining a copy of 4 | this software and associated documentation files (the "Software"), to deal in 5 | the Software without restriction, including without limitation the rights to 6 | use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of 7 | the Software, and to permit persons to whom the Software is furnished to do so. 8 | 9 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 10 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS 11 | FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR 12 | COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER 13 | IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN 14 | CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. 15 | 16 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Bring Your Own Data Labs (BYOD) 2 | 3 | Bring Your Own Data (BYOD) labs help you build a serverless data pipeline based on your own data. Starting from a sample of your data saved in Amazon S3, you will go through an intensive workshop that focuses on transforming, analysing and visualizing your data. 4 | 5 | At the end, you will have a POC on which you can continue to evolve into a more complex data pipeline and deriving more insights. You will be leveraging [AWS Glue](https://aws.amazon.com/glue/) for the data catalogue and run ETL on the data lake; [Amazon Athena](https://aws.amazon.com/athena/) to query the data lake; and [Amazon QuickSight](https://aws.amazon.com/quicksight/) for data visualization. 6 | 7 | Required prerequisites 8 | 9 | * Basic knowledge of AWS foundational services such as IAM and S3, as well as basic SQL knowledge. 10 | * AWS account with admin privileges. 11 | 12 | ## Workshop 13 | 14 | > :warning: This repository contains only the source for the workshop content 15 | > If you're looking for the actual workshop click here: [https://bringyourowndatalabs.workshop.aws/en/](https://bringyourowndatalabs.workshop.aws/en/) 16 | 17 | ## Contribute? 18 | 19 | If you'd like to contribute to the workshop content, please fork and create a pull request with your added/modified content we would be happy to review it internally. 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-------------------------------------------------------------------------------- /workshop/Server/css/auto-complete.css: -------------------------------------------------------------------------------- 1 | .autocomplete-suggestions { 2 | text-align: left; 3 | cursor: default; 4 | border: 1px solid #ccc; 5 | border-top: 0; 6 | background: #fff; 7 | box-shadow: -1px 1px 3px rgba(0,0,0,.1); 8 | 9 | /* core styles should not be changed */ 10 | position: absolute; 11 | display: none; 12 | z-index: 9999; 13 | max-height: 254px; 14 | overflow: hidden; 15 | overflow-y: auto; 16 | box-sizing: border-box; 17 | 18 | } 19 | .autocomplete-suggestion { 20 | position: relative; 21 | cursor: pointer; 22 | padding: 7px; 23 | line-height: 23px; 24 | white-space: nowrap; 25 | overflow: hidden; 26 | text-overflow: ellipsis; 27 | color: #333; 28 | } 29 | 30 | .autocomplete-suggestion b { 31 | font-weight: normal; 32 | color: #1f8dd6; 33 | } 34 | 35 | .autocomplete-suggestion.selected { 36 | background: #333; 37 | color: #fff; 38 | } 39 | 40 | .autocomplete-suggestion:hover { 41 | background: #444; 42 | color: #fff; 43 | } 44 | 45 | .autocomplete-suggestion > .context { 46 | font-size: 12px; 47 | } 48 | -------------------------------------------------------------------------------- /workshop/Server/css/featherlight.min.css: -------------------------------------------------------------------------------- 1 | /** 2 | * Featherlight - ultra slim jQuery lightbox 3 | * Version 1.7.13 - http://noelboss.github.io/featherlight/ 4 | * 5 | * Copyright 2018, Noël Raoul Bossart (http://www.noelboss.com) 6 | * MIT Licensed. 7 | **/ 8 | html.with-featherlight{overflow:hidden}.featherlight{display:none;position:fixed;top:0;right:0;bottom:0;left:0;z-index:2147483647;text-align:center;white-space:nowrap;cursor:pointer;background:#333;background:rgba(0,0,0,0)}.featherlight:last-of-type{background:rgba(0,0,0,.8)}.featherlight:before{content:'';display:inline-block;height:100%;vertical-align:middle}.featherlight .featherlight-content{position:relative;text-align:left;vertical-align:middle;display:inline-block;overflow:auto;padding:25px 25px 0;border-bottom:25px solid transparent;margin-left:5%;margin-right:5%;max-height:95%;background:#fff;cursor:auto;white-space:normal}.featherlight .featherlight-inner{display:block}.featherlight link.featherlight-inner,.featherlight script.featherlight-inner,.featherlight style.featherlight-inner{display:none}.featherlight 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-------------------------------------------------------------------------------- 1 | /* 2 | 3 | vim-hybrid theme by w0ng (https://github.com/w0ng/vim-hybrid) 4 | 5 | */ 6 | 7 | /*background color*/ 8 | .hljs { 9 | display: block; 10 | overflow-x: auto; 11 | padding: 0.5em; 12 | background: #1d1f21; 13 | } 14 | 15 | /*selection color*/ 16 | .hljs::selection, 17 | .hljs span::selection { 18 | background: #373b41; 19 | } 20 | 21 | .hljs::-moz-selection, 22 | .hljs span::-moz-selection { 23 | background: #373b41; 24 | } 25 | 26 | /*foreground color*/ 27 | .hljs { 28 | color: #c5c8c6; 29 | } 30 | 31 | /*color: fg_yellow*/ 32 | .hljs-title, 33 | .hljs-name { 34 | color: #f0c674; 35 | } 36 | 37 | /*color: fg_comment*/ 38 | .hljs-comment, 39 | .hljs-meta, 40 | .hljs-meta .hljs-keyword { 41 | color: #707880; 42 | } 43 | 44 | /*color: fg_red*/ 45 | .hljs-number, 46 | .hljs-symbol, 47 | .hljs-literal, 48 | .hljs-deletion, 49 | .hljs-link { 50 | color: #cc6666 51 | } 52 | 53 | /*color: fg_green*/ 54 | .hljs-string, 55 | .hljs-doctag, 56 | .hljs-addition, 57 | .hljs-regexp, 58 | .hljs-selector-attr, 59 | .hljs-selector-pseudo { 60 | color: #b5bd68; 61 | } 62 | 63 | /*color: fg_purple*/ 64 | .hljs-attribute, 65 | .hljs-code, 66 | .hljs-selector-id { 67 | color: #b294bb; 68 | } 69 | 70 | /*color: fg_blue*/ 71 | .hljs-keyword, 72 | .hljs-selector-tag, 73 | .hljs-bullet, 74 | .hljs-tag { 75 | color: #81a2be; 76 | } 77 | 78 | /*color: fg_aqua*/ 79 | .hljs-subst, 80 | .hljs-variable, 81 | .hljs-template-tag, 82 | .hljs-template-variable { 83 | color: #8abeb7; 84 | } 85 | 86 | /*color: fg_orange*/ 87 | .hljs-type, 88 | .hljs-built_in, 89 | .hljs-builtin-name, 90 | .hljs-quote, 91 | .hljs-section, 92 | .hljs-selector-class { 93 | color: #de935f; 94 | } 95 | 96 | .hljs-emphasis { 97 | font-style: italic; 98 | } 99 | 100 | .hljs-strong { 101 | font-weight: bold; 102 | } 103 | -------------------------------------------------------------------------------- /workshop/Server/css/tags.css: -------------------------------------------------------------------------------- 1 | /* Tags */ 2 | 3 | #head-tags{ 4 | margin-left:1em; 5 | margin-top:1em; 6 | } 7 | 8 | #body .tags a.tag-link { 9 | display: inline-block; 10 | line-height: 2em; 11 | font-size: 0.8em; 12 | position: relative; 13 | margin: 0 16px 8px 0; 14 | padding: 0 10px 0 12px; 15 | background: #8451a1; 16 | 17 | -webkit-border-bottom-right-radius: 3px; 18 | border-bottom-right-radius: 3px; 19 | -webkit-border-top-right-radius: 3px; 20 | border-top-right-radius: 3px; 21 | 22 | -webkit-box-shadow: 0 1px 2px rgba(0,0,0,0.2); 23 | box-shadow: 0 1px 2px rgba(0,0,0,0.2); 24 | color: #fff; 25 | } 26 | 27 | #body .tags a.tag-link:before { 28 | content: ""; 29 | position: absolute; 30 | top:0; 31 | left: -1em; 32 | width: 0; 33 | height: 0; 34 | border-color: transparent #8451a1 transparent transparent; 35 | border-style: solid; 36 | border-width: 1em 1em 1em 0; 37 | } 38 | 39 | #body .tags a.tag-link:after { 40 | content: ""; 41 | position: absolute; 42 | top: 10px; 43 | left: 1px; 44 | width: 5px; 45 | height: 5px; 46 | -webkit-border-radius: 50%; 47 | border-radius: 100%; 48 | background: #fff; 49 | } 50 | -------------------------------------------------------------------------------- /workshop/Server/en/categories/index.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Categories on Bring Your Own Data Labs (BYOD) 5 | /en/categories.html 6 | Recent content in Categories on Bring Your Own Data Labs (BYOD) 7 | Hugo -- gohugo.io 8 | en-US 9 | 10 | 11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /workshop/Server/en/orchestration/index.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Orchestrating the data pipeline on Bring Your Own Data Labs (BYOD) 5 | /en/orchestration.html 6 | Recent content in Orchestrating the data pipeline on Bring Your Own Data Labs (BYOD) 7 | Hugo -- gohugo.io 8 | en-US 9 | Tue, 20 Oct 2020 20:12:26 +0100 10 | 11 | 12 | 13 | 14 | 15 | -------------------------------------------------------------------------------- /workshop/Server/en/requirements/index.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Requirements on Bring Your Own Data Labs (BYOD) 5 | /en/requirements.html 6 | Recent content in Requirements on Bring Your Own Data Labs (BYOD) 7 | Hugo -- gohugo.io 8 | en-US 9 | 10 | 11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /workshop/Server/en/requirements/knowledge/index.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | Required Knowledge on Bring Your Own Data Labs (BYOD) 5 | /en/requirements/knowledge.html 6 | Recent content in Required Knowledge on Bring Your Own Data Labs (BYOD) 7 | Hugo -- gohugo.io 8 | en-US 9 | 10 | 11 | 12 | 13 | 14 | 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12 | sectionPagesMenu = "main" 13 | pygmentsCodeFences = true 14 | pygmentsStyle = "monokai" 15 | 16 | [params] 17 | description = "Bring Your Own Data Labs (BYOD)" 18 | author = "Ahmed Hany Architect" 19 | disableBreadcrumb = false 20 | disableNextPrev = false 21 | themeVariant = "aws" 22 | disableSearch = false 23 | disableAssetsBusting = true 24 | disableLanguageSwitchingButton = false 25 | disableShortcutsTitle = true 26 | disableInlineCopyToClipBoard = true 27 | editURL = "https://github.com/aws-samples/bring-your-own-data-labs/tree/main/workshop/content/" 28 | 29 | [outputs] 30 | home = [ "HTML", "RSS", "JSON"] 31 | 32 | [markup] 33 | defaultMarkdownHandler = "goldmark" 34 | [markup.goldmark] 35 | [markup.goldmark.renderer] 36 | unsafe = true 37 | 38 | [Languages] 39 | [Languages.en] 40 | title = "Bring Your Own Data Labs (BYOD)" 41 | weight = 1 42 | languageName = "English" 43 | 44 | [Languages.fr] 45 | title = "Bring Your Own Data Labs (BYOD)" 46 | weight = 2 47 | languageName = "Français" -------------------------------------------------------------------------------- /workshop/content/DataBrew/24_Other_Transformations.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Other Transformations" 3 | date = 2020-01-30T20:12:40+01:00 4 | weight = 4 5 | chapter = true 6 | pre = "2.4. " 7 | +++ 8 | 9 | ### Unix TimeStamp to DateTime 10 | 11 | 12 | 13 | 1. On the DataBrew console, click on **Projects** and choose the project you created earlier which has the unix timestamp column. 14 | ![image](/databrew_img/databrew_transformation1.png) 15 | 2. To transform a column which contains the Epoch Unix Timestamp, click on **Column**, then click **Functions > Date Functions > UNIXTIMEFORMAT**. 16 | ![image](/databrew_img/databrew_transformation2.png) 17 | ![image](/databrew_img/databrew_transformation3.png) 18 | 3. This will bring up a pane for **Create Column** on the right of the data grid for you to make the changes. 19 | - Select **Date format** as *mm/dd/yyyy\*HH:MM:SS* from the drop down. 20 | - Enter a new name for the **Destination column** 21 | Keep all the other columns as is and Click **Preview changes** to view how the transformation will look before finally applying the changes to the entire data on the gird. 22 | ![image](/databrew_img/databrew_transformation4.png) 23 | ![image](/databrew_img/databrew_transformation5.png) 24 | - Click on **Apply** to make the changes to the data on the grid and add the step to the recipe. 25 | 26 | 27 | {{% notice info %}} 28 | For BYOD labs, make sure the column names do not have space, or any character other than letters, numbers and underscore(_) in the column name. Use DataBrew to rename such columns. 29 | {{% /notice %}} -------------------------------------------------------------------------------- /workshop/content/DataBrew/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Data Preparation" 3 | date = 2021-01-30T20:13:10+01:00 4 | weight = 10 5 | chapter = true 6 | pre = "2. " 7 | +++ 8 | 9 | AWS Glue DataBrew is a visual data preparation tool that makes it easy for data analysts, data scientists and non-technical users to prepare data with an interactive, point-and-click visual interface without writing code. With Glue DataBrew, you can easily visualize, clean, and normalize terabytes, and even petabytes of data directly from your data lake, data warehouses, and databases. You can create a dataset using any of these data sources; Amazon S3, AWS Glue Data Catalog (Amazon Redshift, Amazon Aurora, and Amazon RDS) and [AWS Data Exchange](https://aws.amazon.com/data-exchange/). For more information on Data Sources supported on DataBrew, see [Creating and using AWS Glue DataBrew datasets](https://docs.aws.amazon.com/databrew/latest/dg/datasets.html). 10 | 11 | In this lab, we will use DataBrew to explore, and prepare the data for analytics. This lab 12 | 13 | {{% notice info %}} 14 | This lab is optional. You can run it before starting the labs or you can go directly to [Ingestion with AWS Glue](/en/glue.html). 15 | {{% /notice %}} 16 | 17 | ## Architectural Diagram 18 | 19 | This is an example architecture, the raw data is stored in Amazon S3 in CSV format. We will use DataBrew to read and prepare the data and write the results to a destination bucket. 20 | 21 | 22 | ![architecture-overview.png](/databrew_img/Databrew_Arch.png) -------------------------------------------------------------------------------- /workshop/content/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Bring Your Own Data Labs (BYOD)" 3 | chapter = true 4 | weight = 70 5 | +++ 6 | Bring Your Own Data (BYOD) labs help you build a serverless data pipeline based on your own data. Starting from a sample of your data saved in Amazon S3, you will go through an intensive workshop that focuses on transforming, analysing and visualizing your data. 7 | 8 | At the end, you will have a POC on which you can continue to evolve into a more complex data pipeline and deriving more insights. You will be leveraging [AWS Glue](https://aws.amazon.com/glue/) for the data catalogue and run ETL on the data lake; [Amazon Athena](https://aws.amazon.com/athena/) to query the data lake; and [Amazon QuickSight](https://aws.amazon.com/quicksight/) for data visualization. 9 | 10 | ## Architectural Diagram 11 | 12 | This is an example architecture, the raw data is stored in Amazon S3 in CSV format and we will use Databrew to read, prepare the data and write it into a destination bucket. 13 | 14 | 15 | -------------------------------------------------------------------------------- /workshop/content/_index.fr.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Modèle d'atelier AWS" 3 | chapter = true 4 | weight = 1 5 | +++ 6 | -------------------------------------------------------------------------------- /workshop/content/athena/52_Exploring_with_athena.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Start Exploring with Athena" 3 | date = 2020-10-20T20:12:40+01:00 4 | weight = 42 5 | chapter = true 6 | pre = "5.2. " 7 | +++ 8 | 9 | 10 | 11 | After initial setup you can start exploring your data with Athena. You can run normal SQL queries using the **Query Editor** in Athena console. To run your first query, follow the below: 12 | 13 | 14 | 15 | > Note: If you do not have a database created, you can follow [Lab 1: Ingestion with AWS Glue](/en/glue.html) to create your first database. Alternatively, you can follow this lab to [create your first database and table using Athena](/en/athena/46_optional.html#creating-amazon-athena-database-and-table). 16 | 17 | 18 | 19 | 1. Navigate to Athena console 20 | 21 | 22 | 23 | 2. In the left pane, choose the curated database name we created in AWS Glue before. 24 | 25 | ![image](/athena_img/athena-db-selec.png) 26 | 27 | 28 | 29 | 3. After selecting the DB, browse the tables and explore the schema clicking on the table. 30 | 31 | ![image](/athena_img/athena-table-selec.png) 32 | 33 | 34 | 35 | 4. On the right pane, enter the first query and click on **Run query**. 36 | 37 | For example, the below query returns all records inside the table. Remove the curly braces - {} - and replace it with your table name. 38 | 39 | ```sql 40 | 41 | SELECT * 42 | 43 | FROM {name_of_your_table} 44 | 45 | ``` 46 | 47 | ![image](/athena_img/athena-first-query.png) 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | -------------------------------------------------------------------------------- /workshop/content/glue/34_curated_crawler.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Add a crawler for curated data" 3 | date = 2020-10-20T20:12:11+01:00 4 | weight = 24 5 | chapter = true 6 | pre = "3.4. " 7 | +++ 8 | 9 | {{% notice warning %}} 10 | Note: To proceed with this step, you need to wait for all the glue jobs to finish. 11 | {{% /notice %}} 12 | 13 | Now that we have the data in Parquet format, we need to infer the schema. 14 | 15 | {{% notice info %}} 16 | Repeat this step per each job you created in the previous step. 17 | {{% /notice %}} 18 | 19 | AWS Glue crawler connects to a data store to determine the schema for your data, and then creates metadata tables in the data catalog. 20 | 21 | 22 | - start by navigating to the _Crawlers_ menu on the navigation pane, then press **Add crawler**. 23 | - specify the name: "byod-YOUR-TABLE-NAME-curated-crawler" and press **Next**; 24 | - choose _Data stores_ as _Crawler source type_ and press **Next**; 25 | - Choose _Amazon S3_ as data store. Add Amazon S3 path where your curated data resides and press \*_Next_; 26 | - If you have more than one folder (meaning different sets type of data), you need to add them as other datastores one by one in this step. Otherwide, choose "No". 27 | - Choose the _glue-processor-role_ as IAM Role and proceed to the schedule; 28 | - Leave the _Run on demand_ option at the Frequency section and press **Next**; 29 | - Click on the **Add database** button and specify "byod_curated" as database name (this will be the name representing the curated database in the data catalog - make sure the name does not have "-" since you may have problems in the future steps). Press **Next** and **Finish**; 30 | 31 | - select the newly created crawler and push the **Run crawler** button. It will take a few minutes until it populates the data catalog. -------------------------------------------------------------------------------- /workshop/content/glue/35_schema_validation.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Schema Validation" 3 | date = 2020-10-20T20:12:11+01:00 4 | weight = 25 5 | chapter = true 6 | pre = "3.5. " 7 | +++ 8 | 9 | In the AWS Glue navigation pane, click Databases > Tables. You can also click the database name (e.g., "ticketdata" to browse the tables). 10 | 11 | Within the Tables section of your database, check each table's schema. Validate your raw and curated folders have different tables. 12 | 13 | --- 14 | 15 | You may notice that some tables have column headers such as col0,col1,col2,col3. In absence of headers or when the crawler cannot determine the header type, default column headers are specified. **If this is your case, please follow these steps to resolve**: 16 | 17 | - Click **"Edit Schema"** on the top right side. 18 | - In the Edit Schema section, double-click col0 (column name) to open edit mode. Type a chosen name, e.g. “id” as the column name. 19 | - Repeat the preceding step to change the remaining column names to match those shown in the following figure. 20 | 21 | --- 22 | 23 | NOTE: If you have any "id" column as integer, please make sure type is set to "double". 24 | 25 | - Click Save. -------------------------------------------------------------------------------- /workshop/content/glue/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Ingestion with AWS Glue" 3 | date = 2020-10-20T20:12:11+01:00 4 | weight = 20 5 | chapter = true 6 | pre = "3. " 7 | +++ 8 | 9 | In this Lab we will: 10 | - Configure the permissions for the resources that we are going to use. 11 | - Create a data catalog from the raw files with AWS Glue Crawler 12 | - Transform the raw files into Apache Parquet format (https://parquet.apache.org/) using AWS Glue jobs. 13 | - Create a data catalog from the curated files to be used by Athena. 14 | - EXTRA: We will run a local container for Jupyter Pyspark environment for local testing. 15 | - OPTIONAL: We will show how to create a Development Endpoint. 16 | 17 | Below image shows the structure of the labs on an example. In this example, an e-commerce database is used. Three relevant tables are exported as csv files (with UTF-8 encoding) and put into an Amazon S3 bucket before the lab. In the end, we will have three separate folders under "curated" folder in our Amazon S3 bucket. 18 | 19 | ![Lab 1 structure](/glue_images/ingestion/lab1-structure.png) 20 | 21 | {{% notice warning %}} 22 | Please make sure now you select the region where your data resides. All resources to be created **must** be in the same region. 23 | {{% /notice %}} -------------------------------------------------------------------------------- /workshop/content/help: -------------------------------------------------------------------------------- 1 | --- 2 | title: "Help" 3 | date: 2021-02-16T12:43:11Z 4 | draft: true 5 | --- 6 | 7 | -------------------------------------------------------------------------------- /workshop/content/orchestration/42_Add Crawler.en copy.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Workflows - add crawlers" 3 | date = 2021-01-18T12:36:11+01:00 4 | weight = 32 5 | chapter = true 6 | pre = "4.2. " 7 | +++ 8 | 9 | 10 | ### Workflows in Glue (2) 11 | 12 | 13 | Now, we need to configure the job that is going to be triggered. Click **Add Node** 14 | 15 | ![adding node](/orch_img/orchestration/simpletrigger.png) 16 | 17 | Select the crawler that needs to run first- In this case, we want the raw data crawler created in the first step (you probably named it `byod-YOUR_TABLE_NAME-raw-crawler`), then click **Add**. 18 | 19 | ![adding jobs to the trigger](/orch_img/orchestration/addcrawler.png) 20 | 21 | Until this point it should look something like this 22 | 23 | ![workflow](/orch_img/orchestration/trigger-crawler.png) 24 | 25 | now, we need to set up the job that converts data into parquet... -------------------------------------------------------------------------------- /workshop/content/orchestration/43_Add Jobs.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Workflows - add transform job" 3 | date = 2021-01-18T12:36:11+01:00 4 | weight = 33 5 | chapter = true 6 | pre = "4.3. " 7 | +++ 8 | 9 | 10 | ### Workflows in Glue (3) 11 | 12 | 13 | now, we need to set up the job that converts data into parquet. For that please click on the crawler (`byod-YOUR_TABLE_NAME-raw-crawler`) and then click in **Add Trigger** 14 | 15 | Repeat the creation of the trigger 16 | Note: Make sure you select Add new at the top and give it a name (`trigger-job-parquet`). The trigger type Event should be already selected and the option Start after ANY watched event as well. At this point, the workflow should look something like this 17 | 18 | ![workflow](/orch_img/orchestration/trigger-crawler-trigger.png) 19 | 20 | Click on the trigger and then **Add Node** 21 | 22 | Select the job that needs to run - In this case, we want the transformation job created in the first step (you probably named it `byod-YOUR-TABLE-NAME-job`), then click **Add**. 23 | 24 | ![adding jobs to the trigger](/orch_img/orchestration/addjobsimple.png) 25 | 26 | We are almost there, however there's one more thing: we need to add the crawler for the curated data... -------------------------------------------------------------------------------- /workshop/content/orchestration/44_Add Crawler 2.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Workflows - add second crawler" 3 | date = 2021-01-18T12:36:11+01:00 4 | weight = 34 5 | chapter = true 6 | pre = "4.4. " 7 | +++ 8 | 9 | 10 | ### Workflows in Glue (4) 11 | 12 | We are almost there, however there's one more thing: we need to add the crawler for the curated data - Please follow the same steps 13 | 14 | Click on the byod job and then click in **Add Trigger**. 15 | 16 | ![adding jobs to the trigger](/orch_img/orchestration/trigger-crawler-trigger-job.png) 17 | 18 | Make sure you Add new one. Choose a name (`trigger-crawler-parquet`) and the trigger to be **Event** 19 | 20 | ![adding jobs to the trigger](/orch_img/orchestration/addtriggerparquet.png) 21 | 22 | For the Event, we want that after the previous job is done (SUCCESS) then trigger the crawler 23 | 24 | ![adding jobs to the trigger](/orch_img/orchestration/wf8.png) 25 | 26 | At this point, if you have multiple tables, please do the following to add other jobs to watch: 27 | 1. Click on the first created trigger 28 | 2. Click Action menu in the top right of the diagram. 29 | 3. Choose Add jobs/crawlers to watch 30 | 4. Mark other jobs to be watched as checked and click Add 31 | 32 | Now, please click on the trigger, and then **Add Node**. 33 | 34 | ![adding jobs to the trigger](/orch_img/orchestration/wf8-1.png) 35 | 36 | Add the curated crawler to be triggered (In this case the crawler created in the previous step - you probably named it something like this **byod-YOUR-TABLE-NAME-curated-crawler**) 37 | 38 | ![adding jobs to the trigger](/orch_img/orchestration/addtriggerparquet2.png) 39 | 40 | your workflow should look something like this: 41 | 42 | ![complete workflow](/orch_img/orchestration/entireworkflow.png) -------------------------------------------------------------------------------- /workshop/content/orchestration/45_Reviewing the results.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Reviewing the results" 3 | date = 2021-01-18T12:36:11+01:00 4 | weight = 37 5 | chapter = true 6 | pre = "4.5. " 7 | +++ 8 | 9 | ### Reviewing the results 10 | 11 | 12 | 13 | Once we are ready, we can try out the workflow by clicking on **Run** in the **Actions** menu. 14 | 15 | {{% notice info %}} 16 | Once you selected a job, you can monitor the execution status in the *History* TAB in the bottom panel; If the job(s) succeeded, visit the *Metrics* TAB to see resource utilisation and data movement information; Also note that the jobs can take quite a bit of time to end, about 15 minutes in total. 17 | {{% /notice %}} 18 | 19 | When jobs succeed, you should find in your Amazon S3 bucket a folder called *curated* with subfolders for all your tables. 20 | 21 | By selecting the latest Job and clicking on the **View run details** you can monitor the execution results of the data processing pipeline: 22 | 23 | ![check out the execution results](/orch_img/orchestration/wf-observe1.png) 24 | 25 | Once the pipeline succeeded at least once, we should be able to observe the newly created databases in the data catalog. 26 | 27 | ![check out the execution results](/orch_img/orchestration/databases.png) 28 | 29 | When you navigate to the **Tables**, you will observe tables created from your data files. 30 | 31 | "What can I do with it?", you may wonder. Stay tuned, we will cover this in great details in the next session. -------------------------------------------------------------------------------- /workshop/content/orchestration/46_Your own workflow.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Orchestrate your own workflow" 3 | date = 2021-01-18T12:36:11+01:00 4 | weight = 38 5 | chapter = true 6 | pre = "4.6. " 7 | +++ 8 | 9 | ## Orchestrate YOUR data pipeline using Workflows 10 | 11 | We just walked you through an example, now its time you think about your own workflow case. Which are those jobs that have to run on a recurring/ schedule basis? 12 | Please note that this was a lineal job, but you can run some jobs in parallel, you can add them in parallel in the pipeline. Another example of dependent jobs are jobs that extracts data from different sources and ingest it into your data lake before kicking off another transformation jobs. 13 | 14 | Think about how your workflow will look like, you can ask help to one of the support members from AWS. -------------------------------------------------------------------------------- /workshop/content/orchestration/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Orchestrating the data pipeline" 3 | date = 2020-10-20T20:12:26+01:00 4 | weight = 30 5 | chapter = true 6 | pre = "4. " 7 | +++ 8 | 9 | In this lab we will continue to work with [AWS Glue](https://aws.amazon.com/glue/) and convert the raw data we have extracted in [the previous lab](https://bringyourowndatalabs.workshop.aws/en/glue.html) into a curated data set by using AWS Glue Workflows. We will follow these steps: 10 | 11 | - Orchestrate the data pipeline using the Workflow feature 12 | - Reviewing the results 13 | - Orchestrate YOUR data pipeline using Workflows 14 | 15 | 16 | > **Please note**: this Lab depends on the steps executed in the [Ingestion with AWS Glue ](https://bringyourowndatalabs.workshop.aws/en/glue.html) Lab; 17 | > In case you didn't finish that one yet, now is the time :) 18 | 19 | ## Architectural Diagram 20 | 21 | In the previous lab we built manually the first three steps, now we are adding automation using Workflows plus adding an extra step. 22 | 23 | This is the architecture of what we are going to build: 24 | 25 | ![all_steps_glue](/orch_img/orchestration/all_steps_glue2.png) 26 | -------------------------------------------------------------------------------- /workshop/content/requirements/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Requirements" 3 | weight = 1 4 | chapter = true 5 | pre = "1. " 6 | +++ 7 | 8 | This section should help you prepare for starting the workshop. -------------------------------------------------------------------------------- /workshop/content/requirements/_index.fr.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Les bases" 3 | chapter = true 4 | weight = 10 5 | pre = "1. " 6 | +++ 7 | 8 | Découvrez en quoi consiste ce modèle et quels sont ses concepts de base. -------------------------------------------------------------------------------- /workshop/content/requirements/knowledge/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Required Knowledge" 3 | weight = 2 4 | pre = "1.1 " 5 | +++ 6 | * Basic knowledge of AWS foundational services such as Identity and Access Management (IAM) and Amazon S3, as well as basic SQL knowledge. 7 | * AWS account with admin privileges. -------------------------------------------------------------------------------- /workshop/content/requirements/prerequisites/chapter.en.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/bring-your-own-data-labs/5f19fb3882cee8a9217140d6a14b7d2caadae19e/workshop/content/requirements/prerequisites/chapter.en.png -------------------------------------------------------------------------------- /workshop/content/transformations/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Transformations" 3 | date = 2020-10-20T20:13:10+01:00 4 | weight = 60 5 | chapter = true 6 | pre = "7. " 7 | +++ 8 | 9 | This lab covers a few examples for cleaning, transforming and partitioning your data before putting the final results to your data lake. You may or may not need them depending on your data structure. 10 | 11 | {{% notice info %}} 12 | The code snippets shared here are examples and may require modification, trial and error for each dataset. It is a good idea to use either your local environment or AWS Glue Development Endpoint to develop and debug your code before deploying to production. 13 | {{% /notice %}} -------------------------------------------------------------------------------- /workshop/content/visualization/62_Some Quicksight definitions.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Some Quicksight definitions" 3 | date = 2021-01-18T12:36:11+01:00 4 | weight = 52 5 | chapter = true 6 | pre = "6.2. " 7 | +++ 8 | 9 | ### Some Quicksight definitions 10 | 11 | **What is a data source and what is a dataset?** 12 | 13 | A **data source** is an external data store and you use it to access the data in this external data store eg. Amazon S3, Amazon Athena, Salesforce etc. 14 | 15 | A **data set** identifies the specific data in a data source that you want to use. For example, the data source might be a table if you are connecting to a database data source. It might be a file if you are connecting to an Amazon S3 data source. A data set also stores any data preparation you have performed on that data, such as renaming a field or changing its data type. Storing this preparation means that you don't have to reprepare the data each time you want to create an analysis based on it. 16 | 17 | **What is an Analysis, a Visual and a Dashboard?** 18 | 19 | An **analysis** is a container for a set of related visuals and stories, for example all the ones that apply to a given business goal or key performance indicator. You can use multiple data sets in an analysis, although any given visual can only use one of those data sets. 20 | 21 | A **visual** is a graphical representation of your data. You can create a wide variety of visuals in an analysis, using different datasets and visual types. 22 | 23 | A **dashboard** is a read-only snapshot of an analysis that you can share with other Amazon QuickSight users for reporting purposes. A dashboard preserves the configuration of the analysis at the time you publish it, including such things as filtering, parameters, controls, and sort order. The data used for the analysis isn't captured as part of the dashboard. When you view the dashboard, it reflects the current data in the data sets used by the analysis. 24 | -------------------------------------------------------------------------------- /workshop/content/visualization/63_Configuring Amazon QuickSight to use Amazon Athena as data source.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Configuring Amazon QuickSight to use Amazon Athena as data source" 3 | date = 2021-01-18T12:36:11+01:00 4 | weight = 53 5 | chapter = true 6 | pre = "6.3. " 7 | +++ 8 | 9 | 10 | ### Configuring Amazon QuickSight to use Amazon Athena as data source 11 | 12 | > For this lab, you will need to choose the region where your data resides. 13 | 14 | ![image](/visualization_images/oregon.png) 15 | 16 | 1. Click on the region icon on the top-right corner of the page, and select the region where your data resides. 17 | 18 | 2. Click on **Datasets** in the left menu to review existing data sets. 19 | 20 | 3. Click on **New dataset** on the top-right corner of the web page and review the options. 21 | 22 | 4. Select **Athena** as a Data source. 23 | 24 | ![image](/visualization_images/connectors.png) 25 | 26 | 5. Enter the **Data source** **name** (e.g. *AthenaDataSource*). 27 | 28 | 6. Select the Athena **workgroup** you created specifically for QuickSight. Then **Validate the Connection**. 29 | 30 | ![image](/visualization_images/AthenaWorkGroup_DataSource.png) 31 | 32 | 7. Click **Create data source**. 33 | 34 | 8. Choose curated database you created then choose the table you need to visualize its data. 35 | 36 | 9. Choose **Select**. 37 | 38 | 10. Choose to Directly query your data then click Visualize 39 | 40 | ***Alternative Option*** 41 | 42 | You can choose to create a dataset using Amazon S3 as your data source. For this: 43 | * Make sure you have granted Amazon QuickSight access to any Amazon S3 buckets that you want to read files from. 44 | * Create a manifest file to identify the text files that you want to import. [Supported Formats for Amazon S3 Manifest Files](https://docs.aws.amazon.com/quicksight/latest/user/supported-manifest-file-format.html) 45 | -------------------------------------------------------------------------------- /workshop/content/visualization/_index.en.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "Visualization using Amazon QuickSight" 3 | date = 2020-10-20T20:12:54+01:00 4 | weight = 50 5 | chapter = true 6 | pre = "6. 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/workshop/themes/learn/.editorconfig: -------------------------------------------------------------------------------- 1 | # https://editorconfig.org 2 | 3 | root = true 4 | 5 | [*] 6 | charset = utf-8 7 | end_of_line = lf 8 | indent_size = 2 9 | indent_style = space 10 | trim_trailing_whitespace = true 11 | 12 | [*.js] 13 | insert_final_newline = true 14 | 15 | [*.md] 16 | trim_trailing_whitespace = false 17 | -------------------------------------------------------------------------------- /workshop/themes/learn/.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | public/ 3 | exampleSite/public 4 | -------------------------------------------------------------------------------- /workshop/themes/learn/.grenrc.yml: -------------------------------------------------------------------------------- 1 | --- 2 | dataSource: "prs" 3 | prefix: "v" 4 | onlyMilestones: false 5 | changelogFilename: "CHANGELOG.md" 6 | includeMessages: "all" 7 | ignoreIssuesWith: 8 | - "support" 9 | ignoreLabels: 10 | - "duplicate" 11 | - "invalid" 12 | - "wontfix" 13 | groupBy: 14 | New features: 15 | - "feature" 16 | Bug Fixes: 17 | - "bug" 18 | Enhancements: 19 | - "enhancement" 20 | Internationalisation: 21 | - "i18n" 22 | Theme Meta: 23 | - "meta" 24 | Uncategorised: 25 | - "closed" 26 | -------------------------------------------------------------------------------- /workshop/themes/learn/LICENSE.md: -------------------------------------------------------------------------------- 1 | The MIT License (MIT) 2 | 3 | Copyright (c) 2014 Grav 4 | Copyright (c) 2016 MATHIEU CORNIC 5 | Copyright (c) 2017 Valere JEANTET 6 | 7 | Permission is hereby granted, free of charge, to any person obtaining a copy of 8 | this software and associated documentation files (the "Software"), to deal in 9 | the Software without restriction, including without limitation the rights to 10 | use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of 11 | the Software, and to permit persons to whom the Software is furnished to do so, 12 | subject to the following conditions: 13 | 14 | The above copyright notice and this permission notice shall be included in all 15 | copies or substantial portions of the Software. 16 | 17 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 18 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS 19 | FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR 20 | COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER 21 | IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN 22 | CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. 23 | -------------------------------------------------------------------------------- /workshop/themes/learn/archetypes/chapter.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "{{ replace .Name "-" " " | title }}" 3 | date = {{ .Date }} 4 | weight = 5 5 | chapter = true 6 | pre = "X. " 7 | +++ 8 | 9 | Lorem Ipsum. -------------------------------------------------------------------------------- /workshop/themes/learn/archetypes/default.md: -------------------------------------------------------------------------------- 1 | +++ 2 | title = "{{ replace .Name "-" " " | title }}" 3 | date = {{ .Date }} 4 | weight = 5 5 | +++ 6 | 7 | Lorem Ipsum. -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/ar.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "...البحث" 3 | 4 | [Clear-History] 5 | other = "مسح السجل" 6 | 7 | [Attachments-label] 8 | other = "مرفقات" 9 | 10 | [title-404] 11 | other = "خطأ" 12 | 13 | [message-404] 14 | other = ".¯\\_(ツ)_/¯أوبس. يبدو أن هذه الصفحة غير موجودة" 15 | 16 | [Go-to-homepage] 17 | other = "الذهاب إلى الصفحة الرئيسية" 18 | 19 | [Edit-this-page] 20 | other = "تعديل هذه الصفحة" 21 | 22 | [Shortcuts-Title] 23 | other = "المزيد" 24 | 25 | [Expand-title] 26 | other = "...قم بتوسيع" -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/de.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Suchen..." 3 | 4 | [Clear-History] 5 | other = "Verlauf löschen" 6 | 7 | [Attachments-label] 8 | other = "Anhänge" 9 | 10 | [title-404] 11 | other = "Fehler" 12 | 13 | [message-404] 14 | other = "Huch. Diese Seite scheint nicht zu existieren ¯\\_(ツ)_/¯." 15 | 16 | [Go-to-homepage] 17 | other = "Gehe zur Homepage" 18 | 19 | [Edit-this-page] 20 | other = "Bearbeite diese Seite" 21 | 22 | [Shortcuts-Title] 23 | other = "Mehr" 24 | 25 | [Expand-title] 26 | other = "Erweitere mich..." -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/en.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Search..." 3 | 4 | [Clear-History] 5 | other = "Clear History" 6 | 7 | [Attachments-label] 8 | other = "Attachments" 9 | 10 | [title-404] 11 | other = "Error" 12 | 13 | [message-404] 14 | other = "Woops. Looks like this page doesn't exist ¯\\_(ツ)_/¯." 15 | 16 | [Go-to-homepage] 17 | other = "Go to homepage" 18 | 19 | [Edit-this-page] 20 | other = "Edit this page" 21 | 22 | [Shortcuts-Title] 23 | other = "More" 24 | 25 | [Expand-title] 26 | other = "Expand me..." -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/es.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Buscar..." 3 | 4 | [Clear-History] 5 | other = "Borrar Historial" 6 | 7 | [Attachments-label] 8 | other = "Adjuntos" 9 | 10 | [title-404] 11 | other = "Error" 12 | 13 | [message-404] 14 | other = "Ups. Parece que la página no existe ¯\\_(ツ)_/¯." 15 | 16 | [Go-to-homepage] 17 | other = "Ir al inicio" 18 | 19 | [Edit-this-page] 20 | other = "Editar esta página" 21 | 22 | [Shortcuts-Title] 23 | other = "Más" 24 | 25 | [Expand-title] 26 | other = "Expandir..." 27 | -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/fr.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Rechercher..." 3 | 4 | [Clear-History] 5 | other = "Supprimer l'historique" 6 | 7 | [Attachments-label] 8 | other = "Pièces jointes" 9 | 10 | [title-404] 11 | other = "Erreur" 12 | 13 | [message-404] 14 | other = "Oups. On dirait que cette page n'existe pas ¯\\_(ツ)_/¯" 15 | 16 | [Go-to-homepage] 17 | other = "Vers la page d'accueil" 18 | 19 | [Edit-this-page] 20 | other = "Modifier la page" 21 | 22 | [Shortcuts-Title] 23 | other = "Aller plus loin" 24 | 25 | [Expand-title] 26 | other = "Déroulez-moi..." -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/hi.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "खोजे..." 3 | 4 | [Clear-History] 5 | other = "इतिहास मिटाएँ" 6 | 7 | [Attachments-label] 8 | other = "संलग्नंक (अटैचमेंट)" 9 | 10 | [title-404] 11 | other = "त्रुटि" 12 | 13 | [message-404] 14 | other = "यह पृष्ठ अभि अनुपलब्ध है!" 15 | 16 | [Go-to-homepage] 17 | other = "मुख्य पृष्ठ पर जाऐ" 18 | 19 | [Edit-this-page] 20 | other = "यह पृष्ठ संपादित करें" 21 | 22 | [Shortcuts-Title] 23 | other = "अधिक सामग्री दिखाएं" 24 | 25 | [Expand-title] 26 | other = "विस्तार करे..." 27 | -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/id.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Telusuri..." 3 | 4 | [Clear-History] 5 | other = "Bersihkan Riwayat" 6 | 7 | [Attachments-label] 8 | other = "Lampiran" 9 | 10 | [title-404] 11 | other = "Kesalahan" 12 | 13 | [message-404] 14 | other = "Oops. Sepertinya halaman ini tidak ada ¯\\_(ツ)_/¯." 15 | 16 | [Go-to-homepage] 17 | other = "Ke halaman depan" 18 | 19 | [Edit-this-page] 20 | other = "Edit halaman ini" 21 | 22 | [Shortcuts-Title] 23 | other = "Lainnya" 24 | 25 | [Expand-title] 26 | other = "Bentangkan..." 27 | -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/nl.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Zoeken..." 3 | 4 | [Clear-History] 5 | other = "Wis geschiedenis" 6 | 7 | [Attachments-label] 8 | other = "Bijlagen" 9 | 10 | [title-404] 11 | other = "Error" 12 | 13 | [message-404] 14 | other = "Blijkbaar bestaat deze pagina niet ¯\\_(ツ)_/¯." 15 | 16 | [Go-to-homepage] 17 | other = "Naar startpagina" 18 | 19 | [Edit-this-page] 20 | other = "Deze pagina bewerken" 21 | 22 | [Shortcuts-Title] 23 | other = "Snelkoppelingen" 24 | 25 | [Expand-title] 26 | other = "Lees meer..." 27 | -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/pt.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Procurar..." 3 | 4 | [Clear-History] 5 | other = "Limpar Histórico" 6 | 7 | [Attachments-label] 8 | other = "Anexos" 9 | 10 | [title-404] 11 | other = "Erro" 12 | 13 | [message-404] 14 | other = "Ops. Parece que a página não existe ¯\\_(ツ)_/¯." 15 | 16 | [Go-to-homepage] 17 | other = "Ir para o início" 18 | 19 | [Edit-this-page] 20 | other = "Editar esta página" 21 | 22 | [Shortcuts-Title] 23 | other = "Mais" 24 | 25 | [Expand-title] 26 | other = "Expandir..." 27 | -------------------------------------------------------------------------------- /workshop/themes/learn/i18n/tr.toml: -------------------------------------------------------------------------------- 1 | [Search-placeholder] 2 | other = "Ara..." 3 | 4 | [Clear-History] 5 | other = "Geçmişi Temizle" 6 | 7 | [Attachments-label] 8 | other = "Ekler" 9 | 10 | [title-404] 11 | other = "Hata" 12 | 13 | [message-404] 14 | other = "Uups. Görünüşe göre böyle bir sayfa yok ¯\\_(ツ)_/¯" 15 | 16 | [Go-to-homepage] 17 | other = "Anasayfaya dön" 18 | 19 | [Edit-this-page] 20 | other = "Sayfayı düzenle" 21 | 22 | [Shortcuts-Title] 23 | other = "Dahası Var" 24 | 25 | [Expand-title] 26 | other = "Genişlet..." 27 | -------------------------------------------------------------------------------- /workshop/themes/learn/images/screenshot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/bring-your-own-data-labs/5f19fb3882cee8a9217140d6a14b7d2caadae19e/workshop/themes/learn/images/screenshot.png -------------------------------------------------------------------------------- /workshop/themes/learn/images/tn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/bring-your-own-data-labs/5f19fb3882cee8a9217140d6a14b7d2caadae19e/workshop/themes/learn/images/tn.png -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/_default/list.html: -------------------------------------------------------------------------------- 1 | {{ partial "header.html" . }} 2 | 3 | {{ if eq .Kind "section" }} 4 | {{ .Content }} 5 | {{end}} 6 | 7 | {{ if or (eq .Kind "taxonomy") (eq .Kind "taxonomyTerm") }} 8 | 13 | {{end}} 14 | 15 | 21 | 22 | {{ partial "footer.html" . }} -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/_default/single.html: -------------------------------------------------------------------------------- 1 | {{ partial "header.html" . }} 2 | 3 | {{ .Content }} 4 | 5 | 11 | 12 | 13 | {{ partial "footer.html" . }} 14 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/index.html: -------------------------------------------------------------------------------- 1 | {{ partial "header.html" . }} 2 | 3 | navigation 4 | 5 | 6 | {{.Site.Home.Content}} 7 | 8 | {{ partial "footer.html" . }} 9 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/index.json: -------------------------------------------------------------------------------- 1 | [{{ range $index, $page := .Site.Pages }} 2 | {{- if ne $page.Type "json" -}} 3 | {{- if and $index (gt $index 0) -}},{{- end }} 4 | { 5 | "uri": "{{ $page.Permalink }}", 6 | "title": "{{ htmlEscape $page.Title}}", 7 | "tags": [{{ range $tindex, $tag := $page.Params.tags }}{{ if $tindex }}, {{ end }}"{{ $tag| htmlEscape }}"{{ end }}], 8 | "description": "{{ htmlEscape .Description}}", 9 | "content": {{$page.Plain | jsonify}} 10 | } 11 | {{- end -}} 12 | {{- end -}}] -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/custom-comments.html: -------------------------------------------------------------------------------- 1 | 4 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/custom-footer.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/bring-your-own-data-labs/5f19fb3882cee8a9217140d6a14b7d2caadae19e/workshop/themes/learn/layouts/partials/custom-footer.html -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/custom-header.html: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/favicon.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/logo.html: -------------------------------------------------------------------------------- 1 |
2 | 3 | 4 | 5 |
6 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/menu-footer.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | Privacy | Site Terms | © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4 | 5 | 6 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/meta.html: -------------------------------------------------------------------------------- 1 | 2 | {{ with .Site.Params.author }}{{ end }} 3 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/search.html: -------------------------------------------------------------------------------- 1 |
2 | 3 | 4 | 5 |
6 | {{ $assetBusting := not .Site.Params.disableAssetsBusting }} 7 | 8 | 9 | 16 | 17 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/tags.html: -------------------------------------------------------------------------------- 1 | {{ if .Params.tags }} 2 |
3 | {{range .Params.tags}} 4 | {{ . }} 5 | {{end}} 6 |
7 | {{end}} -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/partials/toc.html: -------------------------------------------------------------------------------- 1 |
2 |
3 | {{ .TableOfContents }} 4 |
5 |
6 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/attachments.html: -------------------------------------------------------------------------------- 1 | {{ $_hugo_config := `{ "version": 1 }` }} 2 |
3 | 7 | {{if eq .Page.File.BaseFileName "index"}} 8 | {{$.Scratch.Add "filesName" "files"}} 9 | {{else}} 10 | {{$.Scratch.Add "filesName" (printf "%s.files" .Page.File.BaseFileName)}} 11 | {{end}} 12 |
13 | {{ range (readDir (printf "./content/%s%s" .Page.File.Dir ($.Scratch.Get "filesName")) ) }} 14 | {{ $fileDir := replace $.Page.File.Dir "\\" "/" }} 15 | {{if ($.Get "pattern")}} 16 | {{if (findRE ($.Get "pattern") .Name)}} 17 |
  • 18 | 19 | {{.Name}} 20 | 21 | ({{div .Size 1024 }} kb) 22 |
    • 23 | {{end}} 24 | {{else}} 25 |
  • 26 | 27 | {{.Name}} 28 | 29 | ({{div .Size 1024 }} kb) 30 |
    • 31 | {{end}} 32 | {{end}} 33 |
    34 | {{.Inner}} 35 |
    36 | 37 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/button.html: -------------------------------------------------------------------------------- 1 | {{ $_hugo_config := `{ "version": 1 }` }} 2 | 3 | {{ $icon := .Get "icon" }} 4 | {{ $iconposition := .Get "icon-position" }} 5 | {{ if ($icon) }} 6 | {{ if or (not ($iconposition)) (eq $iconposition "left") }} 7 | 8 | {{ end }} 9 | {{ end }} 10 | {{ .Inner }} 11 | {{ if and ($icon) (eq $iconposition "right")}} 12 | 13 | {{ end }} 14 | 15 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/expand.html: -------------------------------------------------------------------------------- 1 | {{ $_hugo_config := `{ "version": 1 }` }} 2 |
    3 |
    4 | 5 | 6 | {{$expandMessage := T "Expand-title"}} 7 | {{ if .IsNamedParams }} 8 | {{.Get "default" | default $expandMessage}} 9 | {{else}} 10 | {{.Get 0 | default $expandMessage}} 11 | {{end}} 12 | 13 |
    14 | 17 |
    -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/img.html: -------------------------------------------------------------------------------- 1 | {{ $img := $.Page.Resources.GetMatch (.Get 0)}} 2 |
    3 | {{(.Get 1)}} 4 |
    -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/mermaid.html: -------------------------------------------------------------------------------- 1 | {{ $_hugo_config := `{ "version": 1 }` }} 2 |
    {{ safeHTML .Inner }}
    3 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/notice.html: -------------------------------------------------------------------------------- 1 | {{ $_hugo_config := `{ "version": 1 }` }} 2 |
    {{ .Inner }}
    3 | -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/ref.html: -------------------------------------------------------------------------------- 1 | {{- if in (.Get 0) "/_index.md" -}} 2 | {{- $paths := (split (.Get 0) "_index.md") -}} 3 | {{- $pagepath := index $paths 0 -}} 4 | {{- $anchor := index $paths 1 -}} 5 | {{- with .Site.GetPage "section" (trim $pagepath "/") -}} 6 | {{- ( printf "%s%s" $pagepath $anchor ) | relLangURL -}} 7 | {{- end -}} 8 | {{- else -}} 9 | {{- with .Site.GetPage "section" (.Get 0) }} 10 | {{- .RelPermalink -}} 11 | {{- else -}} 12 | {{- .Get 0 | relref .Page -}} 13 | {{- end -}} 14 | {{- end -}} -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/relref.html: -------------------------------------------------------------------------------- 1 | {{- if in (.Get 0) "/_index.md" -}} 2 | {{- $paths := (split (.Get 0) "_index.md") -}} 3 | {{- $pagepath := index $paths 0 -}} 4 | {{- $anchor := index $paths 1 -}} 5 | {{- with .Site.GetPage "section" (trim $pagepath "/") -}} 6 | {{- ( printf "%s%s" $pagepath $anchor ) | relLangURL -}} 7 | {{- end -}} 8 | {{- else -}} 9 | {{- with .Site.GetPage "section" (.Get 0) }} 10 | {{- .RelPermalink -}} 11 | {{- else -}} 12 | {{- .Get 0 | relref .Page -}} 13 | {{- end -}} 14 | {{- end -}} -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/siteparam.html: -------------------------------------------------------------------------------- 1 | {{- $paramName := (.Get 0) -}} 2 | {{- $siteParams := .Site.Params -}} 3 | {{- with $paramName -}} 4 | {{- with $siteParams -}} 5 | {{- index . (lower $paramName) -}} 6 | {{- end -}} 7 | {{- end -}} -------------------------------------------------------------------------------- /workshop/themes/learn/layouts/shortcodes/siteurl.html: -------------------------------------------------------------------------------- 1 | {{ .Page.Site.BaseURL }} -------------------------------------------------------------------------------- /workshop/themes/learn/static/css/auto-complete.css: -------------------------------------------------------------------------------- 1 | .autocomplete-suggestions { 2 | text-align: left; 3 | cursor: default; 4 | border: 1px solid #ccc; 5 | border-top: 0; 6 | background: #fff; 7 | box-shadow: -1px 1px 3px rgba(0,0,0,.1); 8 | 9 | /* core styles should not be changed */ 10 | position: absolute; 11 | display: none; 12 | z-index: 9999; 13 | max-height: 254px; 14 | overflow: hidden; 15 | overflow-y: auto; 16 | box-sizing: border-box; 17 | 18 | } 19 | .autocomplete-suggestion { 20 | position: relative; 21 | cursor: pointer; 22 | padding: 7px; 23 | line-height: 23px; 24 | white-space: nowrap; 25 | overflow: hidden; 26 | text-overflow: ellipsis; 27 | color: #333; 28 | } 29 | 30 | .autocomplete-suggestion b { 31 | font-weight: normal; 32 | color: #1f8dd6; 33 | } 34 | 35 | .autocomplete-suggestion.selected { 36 | background: #333; 37 | color: #fff; 38 | } 39 | 40 | .autocomplete-suggestion:hover { 41 | background: #444; 42 | color: #fff; 43 | } 44 | 45 | .autocomplete-suggestion > .context { 46 | font-size: 12px; 47 | } 48 | -------------------------------------------------------------------------------- /workshop/themes/learn/static/css/featherlight.min.css: -------------------------------------------------------------------------------- 1 | /** 2 | * Featherlight - ultra slim jQuery lightbox 3 | * Version 1.7.13 - http://noelboss.github.io/featherlight/ 4 | * 5 | * Copyright 2018, Noël Raoul Bossart (http://www.noelboss.com) 6 | * MIT Licensed. 7 | **/ 8 | html.with-featherlight{overflow:hidden}.featherlight{display:none;position:fixed;top:0;right:0;bottom:0;left:0;z-index:2147483647;text-align:center;white-space:nowrap;cursor:pointer;background:#333;background:rgba(0,0,0,0)}.featherlight:last-of-type{background:rgba(0,0,0,.8)}.featherlight:before{content:'';display:inline-block;height:100%;vertical-align:middle}.featherlight .featherlight-content{position:relative;text-align:left;vertical-align:middle;display:inline-block;overflow:auto;padding:25px 25px 0;border-bottom:25px solid transparent;margin-left:5%;margin-right:5%;max-height:95%;background:#fff;cursor:auto;white-space:normal}.featherlight .featherlight-inner{display:block}.featherlight link.featherlight-inner,.featherlight script.featherlight-inner,.featherlight style.featherlight-inner{display:none}.featherlight .featherlight-close-icon{position:absolute;z-index:9999;top:0;right:0;line-height:25px;width:25px;cursor:pointer;text-align:center;font-family:Arial,sans-serif;background:#fff;background:rgba(255,255,255,.3);color:#000;border:0;padding:0}.featherlight .featherlight-close-icon::-moz-focus-inner{border:0;padding:0}.featherlight .featherlight-image{width:100%}.featherlight-iframe .featherlight-content{border-bottom:0;padding:0;-webkit-overflow-scrolling:touch}.featherlight iframe{border:0}.featherlight *{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}@media only screen and (max-width:1024px){.featherlight .featherlight-content{margin-left:0;margin-right:0;max-height:98%;padding:10px 10px 0;border-bottom:10px solid transparent}}@media print{html.with-featherlight>*>:not(.featherlight){display:none}} -------------------------------------------------------------------------------- /workshop/themes/learn/static/css/hybrid.css: -------------------------------------------------------------------------------- 1 | /* 2 | 3 | vim-hybrid theme by w0ng (https://github.com/w0ng/vim-hybrid) 4 | 5 | */ 6 | 7 | /*background color*/ 8 | .hljs { 9 | display: block; 10 | overflow-x: auto; 11 | padding: 0.5em; 12 | background: #1d1f21; 13 | } 14 | 15 | /*selection color*/ 16 | .hljs::selection, 17 | .hljs span::selection { 18 | background: #373b41; 19 | } 20 | 21 | .hljs::-moz-selection, 22 | .hljs span::-moz-selection { 23 | background: #373b41; 24 | } 25 | 26 | /*foreground color*/ 27 | .hljs { 28 | color: #c5c8c6; 29 | } 30 | 31 | /*color: fg_yellow*/ 32 | .hljs-title, 33 | .hljs-name { 34 | color: #f0c674; 35 | } 36 | 37 | /*color: fg_comment*/ 38 | .hljs-comment, 39 | .hljs-meta, 40 | .hljs-meta .hljs-keyword { 41 | color: #707880; 42 | } 43 | 44 | /*color: fg_red*/ 45 | .hljs-number, 46 | .hljs-symbol, 47 | .hljs-literal, 48 | .hljs-deletion, 49 | .hljs-link { 50 | color: #cc6666 51 | } 52 | 53 | /*color: fg_green*/ 54 | .hljs-string, 55 | .hljs-doctag, 56 | .hljs-addition, 57 | .hljs-regexp, 58 | .hljs-selector-attr, 59 | .hljs-selector-pseudo { 60 | color: #b5bd68; 61 | } 62 | 63 | /*color: fg_purple*/ 64 | .hljs-attribute, 65 | .hljs-code, 66 | .hljs-selector-id { 67 | color: #b294bb; 68 | } 69 | 70 | /*color: fg_blue*/ 71 | .hljs-keyword, 72 | .hljs-selector-tag, 73 | .hljs-bullet, 74 | .hljs-tag { 75 | color: #81a2be; 76 | } 77 | 78 | /*color: fg_aqua*/ 79 | .hljs-subst, 80 | .hljs-variable, 81 | .hljs-template-tag, 82 | .hljs-template-variable { 83 | color: #8abeb7; 84 | } 85 | 86 | /*color: fg_orange*/ 87 | .hljs-type, 88 | .hljs-built_in, 89 | .hljs-builtin-name, 90 | .hljs-quote, 91 | .hljs-section, 92 | .hljs-selector-class { 93 | color: #de935f; 94 | } 95 | 96 | .hljs-emphasis { 97 | font-style: italic; 98 | } 99 | 100 | .hljs-strong { 101 | font-weight: bold; 102 | } 103 | -------------------------------------------------------------------------------- /workshop/themes/learn/static/css/tags.css: -------------------------------------------------------------------------------- 1 | /* Tags */ 2 | 3 | #head-tags{ 4 | margin-left:1em; 5 | margin-top:1em; 6 | } 7 | 8 | #body .tags a.tag-link { 9 | display: inline-block; 10 | line-height: 2em; 11 | font-size: 0.8em; 12 | position: relative; 13 | margin: 0 16px 8px 0; 14 | padding: 0 10px 0 12px; 15 | background: #8451a1; 16 | 17 | -webkit-border-bottom-right-radius: 3px; 18 | border-bottom-right-radius: 3px; 19 | -webkit-border-top-right-radius: 3px; 20 | border-top-right-radius: 3px; 21 | 22 | -webkit-box-shadow: 0 1px 2px rgba(0,0,0,0.2); 23 | box-shadow: 0 1px 2px rgba(0,0,0,0.2); 24 | color: #fff; 25 | } 26 | 27 | #body .tags a.tag-link:before { 28 | content: ""; 29 | position: absolute; 30 | top:0; 31 | left: -1em; 32 | width: 0; 33 | height: 0; 34 | border-color: transparent #8451a1 transparent transparent; 35 | border-style: solid; 36 | border-width: 1em 1em 1em 0; 37 | } 38 | 39 | 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-------------------------------------------------------------------------------- /workshop/themes/learn/static/images/clippy.svg: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /workshop/themes/learn/static/images/logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/bring-your-own-data-labs/5f19fb3882cee8a9217140d6a14b7d2caadae19e/workshop/themes/learn/static/images/logo.png -------------------------------------------------------------------------------- /workshop/themes/learn/theme.toml: -------------------------------------------------------------------------------- 1 | # theme.toml template for a Hugo theme 2 | # See https://github.com/spf13/hugoThemes#themetoml for an example 3 | 4 | name = "Learn" 5 | license = "MIT" 6 | licenselink = "https://github.com/matcornic/hugo-theme-learn/blob/master/LICENSE.md" 7 | description = "Documentation theme for Hugo, based on Grav Learn theme" 8 | homepage = "https://github.com/matcornic/hugo-theme-learn/" 9 | repo = "https://github.com/matcornic/hugo-theme-learn" 10 | tags = ["documentation", "grav", "learn", "doc", "search"] 11 | features = ["documentation", "menu", "nested sections", "search", "mermaid"] 12 | min_version = 0.25 13 | 14 | [author] 15 | name = "Mathieu Cornic" 16 | homepage = "https://matcornic.github.io/" 17 | 18 | [original] 19 | name = "Grav Learn" 20 | homepage = "https://learn.getgrav.org/" 21 | repo = "https://github.com/getgrav/grav-learn" 22 | --------------------------------------------------------------------------------