See also
- - -See also
+ +Create a scratch directory:
@@ -299,6 +257,10 @@Create a scratch directory:
@@ -344,7 +306,11 @@See also Example of a workflow: aggregating a climate variable
+See also
+Example of a workflow: aggregating a climate variable +Pipeline to aggregate data from Climatology Lab
+Create a scratch directory:
@@ -386,7 +352,10 @@See also Example of a workflow: aggregating a climate variable
+Create a scratch directory:
diff --git a/docs/_images/aggregate_one_file.png b/docs/_images/aggregate_one_file.png index d38142855..83a3f1088 100644 Binary files a/docs/_images/aggregate_one_file.png and b/docs/_images/aggregate_one_file.png differ diff --git a/docs/_images/airnow.png b/docs/_images/airnow.png index 477d8c510..fac0f5f70 100644 Binary files a/docs/_images/airnow.png and b/docs/_images/airnow.png differ diff --git a/docs/_sources/TestingWorkflows.md.txt b/docs/_sources/TestingWorkflows.md.txt index 7e17a3a43..3c79bd07b 100644 --- a/docs/_sources/TestingWorkflows.md.txt +++ b/docs/_sources/TestingWorkflows.md.txt @@ -8,18 +8,7 @@ local: ```{seealso} [Database Testing Framework](DBT) -``` - -```{toctree} ---- -maxdepth: 2 - ---- -pipelines -pipeline/aqs -pipeline/airnow -pipeline/gridmet -pipeline/pm25_yearly_download +[](pipelines) ``` ## Introduction to testing and prerequisites @@ -78,6 +67,11 @@ you will need to replace `toil-cwl-runner` command with an appropriate alternati ## Testing AQS workflow +```{seealso} +[](pipeline/aqs) +``` + + ### Before running the test Create a scratch directory: @@ -124,6 +118,11 @@ In the virtual environment that has Toil run the following command: ## Testing Airnow workflow +```{seealso} +[](pipeline/airnow) +``` + + ### Before running the test Create a scratch directory: @@ -168,8 +167,11 @@ The command will be: ## Testing Climate workflow - -See also [](Example-climate-workflow) + +```{seealso} +[](Example-climate-workflow) +[](pipeline/gridmet) +``` ### Before running the test @@ -212,7 +214,10 @@ If you have installed dorieh locally, run the following command ## Testing Exposure workflow -See also [](Example-climate-workflow) +```{seealso} +[](pipeline/pm25_yearly_download) +``` + ### Before running the test diff --git a/docs/_sources/home.md.txt b/docs/_sources/home.md.txt index b918fa4d7..3dd0aa435 100644 --- a/docs/_sources/home.md.txt +++ b/docs/_sources/home.md.txt @@ -363,6 +363,17 @@ documentation for Dorieh platform Documentation utilities to simplify creation of consistent documentation for Dorieh platform +* [cwl2md](members/cwl2md) Generates [Markdown](https://www.markdownguide.org/basic-syntax/) + documentation for a CWL tool or workflow +* [collector](members/collector) Generates automatic + [reStructuredText](https://docutils.sourceforge.io/rst.html) + templates for all Python modules +* [copy_section](members/copy_section) Copies a specified section from one markdown document + to another. This way we can collect summaries in one file + +Documentation utilities to simplify creation of consistent +documentation for Dorieh platform + * [cwl2md](members/cwl2md) Generates [Markdown](https://www.markdownguide.org/basic-syntax/) documentation for a CWL tool or workflow * [collector](members/collector) Generates automatic diff --git a/docs/home.html b/docs/home.html index da53a5ad9..4453595db 100644 --- a/docs/home.html +++ b/docs/home.html @@ -464,6 +464,17 @@copy_section Copies a specified section from one markdown document to another. This way we can collect summaries in one file
Documentation utilities to simplify creation of consistent +documentation for Dorieh platform
+cwl2md Generates Markdown +documentation for a CWL tool or workflow
collector Generates automatic +reStructuredText +templates for all Python modules
copy_section Copies a specified section from one markdown document +to another. This way we can collect summaries in one file
census Package", "Census Variable File Structure", "Main Classes", "Computational Utilities for working with Climate gridMET data", "Sample workflow to download and aggregate a given variable (default: maximum temperature) for a given date", "climate-example.cwl", "Dorieh CMS Package (manipulating with Health Data)", "CWL Tools and Common Workflows", "Dorieh Deployment", "Indices", "Building Docker Image", "Dorieh documentation utilities", "Data Domains", "Parameters (Enums)", "Dorieh EPA Package Description", "CWL Tools and Workflows used by EPA pipelines", "Python modules used by dorieh.epa package", "EPA Toolkit Usage", "Example user request for research data", "Examples", "Computational Utilities for working with Exposure data from Washington University in St. Louis", "File Transfer Summary", "Types of Geography", "Dorieh GIS python package", "Terms and acronyms used in this documentation", "Bands (Gridmet Variables)", "Data Platform Internals", "Dorieh Data Platform: Documentation Home", "Dorieh Data Platform", "The add_docker_requirement Module", "The adi Module", "The aggregates Module", "The aggregator Module", "Main Class for EPA AirNow Package", "Downloader for AirNow", "Configuration Options for EPA AirNow Package", "The airnow_setup Module", "The airnow_shapes Module", "The annotator Module", "The app_run_generator Module", "Main Class for EPA AQS Package", "Configuration Options for EPA AQS Package", "The aqs_expand Module", "Internal scripts used for download tasks", "The assemble_data Module", "The calculate_density Module", "The census_info Module", "The cli Module", "The Climate Data Dictionary", "The collector Module", "The columns Module", "The common Module", "Observation values aggregation over shapes", "The config Module", "The constants Module", "The context Module", "The copy_section Module", "The create Module", "The create_schema_config Module", "Utility to generate test queries", "The cwl2md Module", "Utility to generate outputs sections for a CWL Tool", "The cwl_generator Module", "The data_loader Module", "Database connection API", "The dbt_config Module", "Utility to generate test queries", "The display_netcdf Module", "The do_qc Module", "The Domain Class", "The domain_dictionary Module", "The domain_operations Module", "Shapefiles downloader", "The duplicates Module", "The element Module", "The EPA Data Dictionary", "The exceptions Module", "The executors Module", "The fips Module", "The fst2csv Module", "Parser for FTS files that accompany CMS data from ResDac", "Functions", "The fwf Module", "The gen_dbt_cwl Module", "A point in a raster class", "GIS Annotator", "GIS Related Enums", "The gridmet_tools Module", "The hdf5_export Module", "DDL for HUD ZIP to FIPS mappings", "The index_builder Module", "The init_cms_db Module", "The init_core_db Module", "The inserter Module", "The interface Module", "The interpolate_data Module", "The interpolate_ma Module", "The introspector Module", "The io_utils Module", "The launcher Module", "The link_gis Module", "The load_data Module", "Data loader base abstract API", "The loader_config Module", "Set of SQL statements to map tables from another database", "The mcr_combine_tables Module", "The mcr_create_test_data Module", "The mcr_data_loader Module", "The mcr_file Module", "The mcr_fts2csv Module", "The mcr_fts2db Module", "The mcr_registry Module", "The mcr_sas Module", "The mcr_sas2db Module", "The mcr_sas2yaml Module", "The md_creator Module", "Medicaid.yaml", "Medicare.yaml", "The medpar_converter Module", "The memtest Module", "The model Module", "The monitor Module", "The net Module", "The netCDF_components_consolidator Module", "The netCDF_file_processor Module", "The netCDF_tools Module", "The pg_export_parquet Module", "The pg_json_dump Module", "The pg_keywords Module", "The pgpass Module", "Dorieh Core Package-wide utilities", "Procedures", "The prof Module", "The profile_utils Module", "The project_loader Module", "The psql Module", "The pyfst Module", "The query Module", "The query_builder Module", "The random_selector Module", "The registry Module", "A procedure to rename indices", "The resources Module", "Sample query", "The sas_explorer Module", "The shapes Module", "The shapes_downloader Module", "The ssa2fips Module", "The table_population Module", "The tables Module", "The task Module", "The tester Module", "The tigerweb Module", "The utils Module", "Utility functions", "The vacuum Module", "The validator Module", "The version Module", "The write_data Module", "The wustl_file_processor Module", "The zip2fips Module", "SQL to create direct ZIP => FIPS lookup table and helper functions", "The zip2zcta Module", "Example of using the database mounting tool", "Python Packages Included in the Platform", "Downloader of gridMET Data", "add_daily_data.cwl", "Uploader of the gridMET Data to the database", "add_data.cwl", "Tool aggregating a NetCDF grid file over shapes", "aggregate_daily.cwl", "Workflow to aggregate and ingest NetCDF files for one year", "aggregate_one_file.cwl", "Aggregates data in NetCDF file over given geographies", "aggregate_wustl.cwl", "Full EPA AirNow Processing Pipeline (including downloading shapefiles)", "Full AirNowProcessing Pipeline (with shapefiles on local file system)", "airnow_local_shapes.cwl", "airnow.cwl", "Utility to grant read (SELECT) privilege to all users in NSAPH admin role", "alter_database.cwl", "Full EPA AQS Processing Pipeline", "aqs.cwl", "Model YAML Writer", "build_gridmet_model.cwl", "census_assemble.cwl", "census_assemble.cwl", "census_density.cwl", "census_density.cwl", "census_ingest.cwl", "Sub-workflow store from census_ingest.cwl", "CWL sub-workflow for step store of workflow census_ingest.cwl", "census_ingest.cwl", "census_interpolate.cwl", "census_interpolate.cwl", "census_qc.cwl", "census_qc.cwl", "census_workflow.cwl", "census_workflow.cwl", "census_write.cwl", "census_write.cwl", "Workflow to grant read (SELECT) privilege to all users in NSAPH admin role", "change_owner.cwl", "Table/View Initializer", "create.cwl", "Downloader of gridMET Data", "Downloader of AirNow Data", "download_airnow.cwl", "Downloader of AQS Data", "download_aqs.cwl", "download.cwl", "Resource Loader", "ensure_resource.cwl", "Downloader of AQS Data", "expand_aqs.cwl", "Downloads Shape files from US Census website for a given year or the closest one", "get_shapes.cwl", "Workflow to grant read (SELECT) privilege to all users in NSAPH admin role", "grant.cwl", "Pipeline to aggregate data from Climatology Lab", "Sub-workflow init_tables from gridmet.cwl", "CWL sub-workflow for step init_tables of workflow gridmet.cwl", "gridMET Pipeline", "Sub-workflow process from gridmet_dwnl_only.cwl", "CWL sub-workflow for step process of workflow gridmet_dwnl_only.cwl", "gridmet_dwnl_only.cwl", "Workflow to aggregate and ingest one gridMET file in NetCDF format", "gridmet_one_file.cwl", "gridmet.cwl", "Index Builder", "index.cwl", "Universal uploader of the tabular data to the database", "Workflow to load Medicaid data from files", "ingest_cms.cwl", "ingest.cwl", "Database initializer", "initcoredb.cwl", "Database initializer", "initdb.cwl", "Introspector for downloaded data file", "introspect.cwl", "Sample arguments to test gridMET Climate Workflow", "Patient Summary Loader", "load_raw_medicaid.cwl", "Loader for raw CMS Medicare data", "load_raw_medicare.cwl", "Materialized View Creator", "matview.cwl", "Materialized View Creator", "mcr2015.cwl", "Full Medicaid Processing Pipeline", "medicaid.cwl", "Medicare data ingestion and processing pipeline", "Process Medicare inpatient admissions data inside the database", "medicare_admissions.cwl", "Medicare Beneficiaries data in-database processing pipeline", "medicare_beneficiaries.cwl", "Medicare raw data federation tool", "medicare_combine_tables.cwl", "Creates helper tables for Medicare QC", "medicare_qc.cwl", "medicare.cwl", "FTS Parser", "parse_fts.cwl", "Pipeline to aggregate data in NetCDF format over given geographies", "pm25_yearly_download.cwl", "Generic Table (View/Materialized View) Initializer", "reset.cwl", "Runs an SQL Test Script, presumably generated by DBT Utility", "run_test.cwl", "Sample arguments to AirNow pipeline", "Sample arguments to AQS pipeline", "Prepare environment for AirNow", "setup_airnow.cwl", "Test harness for airnow.cwl", "test_airnow.cwl", "Test harness for aqs.cwl", "test_aqs.cwl", "Test harness for gridmet.cwl", "test_gridmet.cwl", "Full Medicaid Processing Pipeline", "test_medicaid.cwl", "Test harness for pm25_yearly_download.cwl", "test_pm25_yearly_download.cwl", "Sub-workflow init_tables from gridmet.cwl", "tmp6oqopwe5gridmet.cwl", "Full Medicaid Processing Pipeline", "update_medicaid.cwl", "Table tuner tool (running VACUUM)", "vacuum.cwl", "Index Builder", "verify.cwl", "Pipeline to ingest Monthly Pollution data downloaded from WashU Box", "wustl_consolidate_components.cwl", "wustl_consolidate_components.cwl", "Expression 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14, 17, 19, 44, 70, 73, 94, 134], "system": [0, 17, 26, 37, 44, 45, 53, 54, 57, 58, 68, 73, 102, 112, 115, 116, 167, 183, 207, 338], "where": [0, 7, 10, 11, 12, 14, 15, 19, 44, 58, 64, 65, 71, 83, 84, 111, 112, 116, 126, 146, 147, 156, 161, 171, 184, 191, 193, 201, 202, 203, 204, 332, 335, 340], "see": [0, 1, 2, 3, 4, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 17, 19, 21, 22, 29, 30, 35, 36, 44, 53, 57, 64, 65, 70, 71, 84, 94, 99, 102, 103, 110, 111, 114, 116, 117, 124, 134, 136, 147, 151, 153, 154, 161, 169, 171, 173, 176, 181, 184, 189, 191, 193, 196, 198, 199, 200, 202, 203, 204, 205, 206, 207, 208, 210, 211, 212, 214, 232, 234, 236, 237, 238, 239, 240, 242, 243, 244, 246, 248, 249, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 280, 281, 282, 284, 286, 288, 290, 291, 292, 293, 294, 295, 297, 299, 303, 304, 305, 306, 307, 311, 312, 313, 316, 317, 319, 321, 324, 326, 328, 330, 331, 332, 333, 337, 340, 342], "instruct": [0, 4, 7, 31, 70], "detail": [0, 7, 10, 11, 12, 13, 14, 19, 22, 30, 31, 36, 53, 54, 57, 94, 103, 108, 110, 117, 151, 176, 193, 280, 281, 282, 291, 316, 317, 332, 333, 337], "altern": [0, 10, 19, 84, 116, 147, 192, 332, 338, 340], "instead": [0, 10, 15, 17, 19, 31, 249, 258, 308, 309, 338], "one": [0, 6, 7, 8, 9, 10, 11, 12, 14, 15, 17, 19, 22, 26, 29, 30, 33, 34, 35, 36, 37, 41, 47, 53, 57, 64, 65, 71, 74, 75, 77, 78, 81, 83, 85, 88, 93, 95, 98, 105, 112, 120, 124, 125, 126, 129, 132, 133, 135, 138, 151, 153, 156, 178, 188, 195, 196, 199, 200, 202, 203, 204, 205, 208, 246, 249, 257, 258, 283, 284, 285, 286, 292, 293, 294, 295, 322, 328, 330, 331, 332, 335, 338], "can": [0, 2, 3, 5, 6, 7, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 22, 26, 29, 30, 31, 33, 36, 41, 53, 57, 58, 62, 65, 71, 73, 74, 76, 77, 83, 85, 89, 91, 93, 96, 105, 107, 108, 110, 112, 125, 129, 133, 147, 151, 153, 154, 156, 160, 164, 170, 180, 181, 183, 189, 249, 258, 294, 295, 332, 333, 335, 336, 342], "set": [0, 1, 3, 4, 7, 10, 14, 16, 17, 20, 23, 29, 30, 31, 57, 62, 74, 76, 89, 93, 103, 126, 133, 153, 154, 163, 164, 167, 179, 180, 282, 291, 294, 295, 312, 313, 323, 324, 332, 333, 336, 338], "up": [0, 10, 17, 23, 29, 44, 57, 63, 67, 70, 74, 134, 147], "onc": [0, 11, 12, 26, 103, 332], "should": [0, 7, 15, 17, 19, 20, 31, 36, 48, 73, 74, 83, 124, 128, 156, 180, 182, 272, 273, 282, 291, 333, 335, 336], "packag": [0, 10, 19, 20, 23, 25, 26, 29, 31, 33, 48, 56, 57, 58, 77, 117, 121, 332, 337, 338], "follow": [0, 2, 3, 6, 7, 10, 11, 12, 13, 14, 15, 17, 19, 22, 26, 29, 30, 31, 33, 36, 40, 44, 47, 57, 59, 65, 71, 83, 85, 89, 129, 249, 258, 294, 295, 332, 333, 335], "command": [0, 1, 2, 7, 10, 11, 12, 13, 17, 19, 22, 23, 26, 40, 53, 56, 57, 65, 70, 71, 77, 83, 85, 88, 91, 93, 108, 113, 125, 129, 133, 136, 140, 151, 154, 156, 157, 164, 165, 169, 170, 176, 185, 189, 249, 258, 294, 295, 332, 333, 335, 338], "pip": [0, 8, 9, 10, 17, 19, 57, 332], "git": [0, 57, 338], "http": [0, 6, 7, 8, 9, 10, 19, 27, 29, 31, 35, 44, 53, 57, 63, 64, 65, 67, 70, 71, 73, 102, 103, 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48, 50, 51, 54, 57, 64, 65, 70, 71, 73, 85, 93, 118, 128, 129, 133, 135, 139, 142, 144, 171, 173, 180, 182, 184, 199, 200, 203, 204, 205, 206, 207, 208, 236, 237, 257, 261, 264, 280, 281, 287, 288, 295, 304, 305, 322, 326, 328, 331, 332, 333, 335, 336], "describ": [0, 1, 2, 6, 7, 12, 14, 17, 20, 22, 31, 36, 51, 65, 70, 71, 74, 80, 85, 112, 117, 126, 129, 138, 148, 180, 274, 275, 294, 295, 312, 313, 332, 333, 335, 336, 337, 338], "document": [0, 1, 2, 7, 11, 12, 15, 17, 20, 23, 26, 29, 30, 33, 44, 51, 56, 65, 71, 73, 74, 75, 77, 81, 83, 85, 88, 93, 95, 98, 103, 105, 120, 125, 128, 133, 146, 151, 178, 188, 280, 281, 294, 295, 312, 313, 316, 317, 332, 335], "If": [0, 6, 7, 10, 11, 12, 14, 15, 17, 19, 20, 26, 29, 31, 40, 53, 57, 64, 65, 71, 73, 74, 75, 77, 81, 85, 88, 93, 95, 98, 102, 103, 105, 112, 113, 120, 124, 125, 126, 128, 129, 133, 151, 153, 163, 178, 188, 195, 196, 292, 293, 332, 335], "exist": [0, 5, 7, 10, 12, 14, 18, 19, 23, 47, 58, 65, 73, 74, 93, 111, 117, 128, 133, 134, 147, 150, 153, 161, 180, 184, 191, 258, 336, 337], "creat": [0, 1, 2, 3, 10, 11, 14, 16, 18, 19, 26, 27, 29, 30, 31, 36, 37, 40, 53, 54, 57, 58, 65, 68, 70, 71, 73, 74, 75, 77, 78, 81, 85, 88, 93, 95, 98, 99, 101, 103, 105, 108, 110, 111, 115, 119, 120, 124, 125, 126, 128, 129, 133, 134, 136, 146, 147, 150, 151, 154, 161, 164, 170, 171, 177, 178, 179, 182, 184, 188, 189, 192, 197, 198, 205, 206, 207, 208, 211, 212, 231, 232, 233, 236, 237, 247, 248, 249, 258, 261, 262, 263, 264, 269, 270, 272, 273, 276, 277, 278, 279, 280, 281, 283, 284, 285, 286, 287, 288, 290, 292, 293, 304, 305, 306, 307, 316, 317, 322, 331, 333, 335], "For": [0, 4, 6, 7, 11, 12, 14, 21, 22, 29, 30, 31, 33, 37, 40, 44, 45, 47, 57, 65, 71, 73, 76, 85, 94, 103, 129, 142, 147, 164, 176, 282, 291, 332, 333, 335], "exampl": [0, 3, 6, 7, 11, 12, 13, 14, 17, 19, 20, 21, 22, 23, 27, 29, 30, 47, 53, 56, 58, 65, 71, 73, 83, 85, 94, 107, 128, 129, 183, 205, 208, 211, 212, 249, 258, 282, 291, 294, 295, 335], "name": [0, 2, 3, 5, 6, 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31, 57, 58, 74, 76], "local": [0, 3, 7, 8, 9, 10, 17, 22, 37, 44, 45, 57, 70, 207, 249, 258, 294, 295, 312, 313, 338, 341], "take": [0, 11, 12, 17, 29, 30, 53, 113, 135, 338], "3": [0, 3, 7, 10, 11, 13, 15, 18, 19, 61, 62, 74, 78, 83, 117, 119, 124, 129, 146, 147, 151, 153, 190, 191, 210, 240, 256, 257, 258, 322, 331, 337], "line": [0, 1, 2, 5, 7, 10, 12, 13, 22, 23, 34, 35, 53, 56, 57, 65, 70, 71, 73, 77, 83, 84, 85, 86, 88, 91, 93, 102, 108, 110, 113, 116, 125, 127, 128, 129, 133, 136, 138, 140, 150, 151, 154, 156, 157, 164, 165, 169, 170, 176, 189, 199, 200, 201, 202, 203, 204, 205, 208, 245, 246, 249, 256, 257, 258, 294, 295, 329, 330, 332, 333, 335, 340], "paramet": [0, 2, 3, 5, 7, 12, 13, 14, 17, 44, 47, 54, 57, 62, 64, 65, 68, 70, 71, 72, 73, 74, 75, 76, 77, 81, 82, 83, 85, 88, 89, 93, 95, 96, 98, 105, 110, 112, 113, 114, 115, 117, 118, 120, 124, 125, 126, 128, 129, 132, 133, 138, 146, 150, 151, 153, 154, 156, 160, 162, 163, 164, 171, 178, 180, 181, 182, 183, 188, 189, 193, 205, 206, 207, 208, 211, 212, 233, 234, 236, 237, 238, 239, 243, 244, 249, 258, 282, 291, 294, 295, 304, 305, 306, 307, 308, 309, 322, 331, 335, 336, 337, 338], "url": [0, 7, 73, 76, 117, 128, 153, 177, 180, 336, 337], "path": [0, 5, 7, 10, 12, 13, 14, 19, 30, 33, 47, 62, 65, 68, 73, 74, 81, 82, 83, 84, 88, 89, 91, 93, 95, 96, 100, 105, 110, 112, 113, 115, 116, 117, 118, 127, 128, 133, 140, 143, 144, 153, 156, 164, 166, 170, 180, 183, 193, 195, 196, 197, 198, 199, 200, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 219, 222, 227, 228, 231, 232, 233, 234, 241, 242, 243, 244, 247, 248, 249, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 318, 319, 320, 321, 322, 323, 324, 327, 328, 331, 332, 335, 336, 337, 340, 341], "In": [0, 2, 3, 6, 10, 12, 13, 14, 18, 19, 20, 22, 26, 27, 29, 30, 31, 64, 66, 73, 103, 128, 164, 332, 338], "root": [0, 7, 8, 9, 90, 99, 136], "directori": [0, 2, 5, 7, 10, 12, 17, 19, 33, 36, 40, 47, 56, 57, 58, 64, 65, 71, 73, 81, 83, 88, 89, 93, 96, 113, 117, 128, 129, 133, 136, 140, 156, 164, 169, 180, 182, 195, 196, 199, 200, 201, 202, 203, 204, 249, 252, 253, 254, 255, 256, 257, 258, 262, 263, 269, 270, 272, 273, 274, 275, 280, 281, 282, 291, 292, 293, 294, 295, 302, 303, 308, 309, 310, 311, 312, 313, 322, 325, 326, 327, 328, 329, 330, 331, 332, 333, 335, 336, 337, 341], "look": [0, 1, 2, 6, 18, 29, 30, 31, 57, 73, 128, 140, 142, 143, 144, 262, 263, 272, 273, 274, 275, 280, 281, 282, 291, 292, 293, 332], "run": [0, 3, 4, 8, 9, 11, 13, 17, 20, 22, 23, 34, 35, 36, 37, 40, 56, 57, 58, 74, 76, 81, 82, 83, 84, 93, 96, 103, 116, 120, 151, 156, 164, 180, 181, 185, 193, 195, 196, 197, 199, 201, 202, 203, 205, 206, 207, 208, 209, 211, 212, 213, 215, 217, 219, 220, 221, 222, 223, 225, 227, 228, 229, 231, 232, 233, 234, 235, 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202, 203, 204, 239, 245, 246, 249, 252, 255, 256, 257, 258, 265, 266, 267, 268, 280, 281, 294, 295, 302, 303, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 333, 336, 337], "zcta": [0, 10, 27, 31, 34, 35, 44, 53, 57, 62, 78, 84, 116, 192, 201, 202, 205, 208, 245, 246, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 329, 330, 333, 341], "crosswalk": [0, 6, 7, 18, 57, 147, 177, 192, 333], "output": [0, 2, 13, 14, 19, 33, 35, 37, 44, 45, 50, 62, 64, 70, 73, 74, 81, 83, 88, 89, 93, 96, 105, 128, 129, 136, 138, 151, 153, 156, 160, 169, 180, 192, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 216, 218, 221, 222, 224, 226, 228, 230, 232, 234, 237, 239, 240, 242, 244, 246, 248, 251, 254, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 305, 307, 309, 311, 313, 317, 319, 321, 324, 326, 328, 330, 331, 332, 335, 336], "result": [0, 2, 7, 11, 12, 26, 29, 33, 36, 47, 50, 54, 57, 62, 65, 71, 73, 84, 85, 108, 116, 118, 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180, 188, 189, 335, 336], "awar": [1, 137], "structur": [1, 7, 12, 14, 22, 23, 29, 30, 33, 51, 54, 56, 64, 74, 129, 137, 164, 183, 342], "match": [1, 6, 7, 11, 14, 68, 99, 103, 115, 137, 143, 144, 163, 164, 342], "dat": [1, 110, 137, 138, 140, 148, 274, 275, 282, 291], "test": [1, 26, 37, 44, 45, 57, 58, 64, 74, 83, 95, 113, 127, 136, 181, 195, 196, 199, 200, 249, 258, 294, 295, 299, 305, 307, 309, 313], "mcr_combine_t": [1, 6, 287, 288], "combin": [1, 7, 11, 18, 33, 36, 50, 57, 73, 74, 84, 116, 128, 135, 146, 147, 153, 283, 284, 285, 286, 287, 288, 338, 340], "dispar": [1, 283, 284, 285, 286, 287, 288], "singl": [1, 5, 6, 7, 11, 14, 36, 50, 53, 58, 65, 71, 73, 74, 85, 89, 93, 103, 124, 128, 133, 135, 138, 147, 153, 156, 180, 199, 200, 228, 256, 257, 283, 284, 285, 286, 287, 288, 323, 324, 327, 328, 335, 336, 342], "consolid": [1, 153, 201, 202, 323, 324], "view": [1, 2, 7, 11, 18, 36, 37, 93, 133, 135, 146, 147, 178, 184, 191, 234, 262, 263, 277, 279, 280, 281, 283, 284, 285, 286, 287, 288, 289, 290, 297, 316, 317], "medpar_convert": 1, "convert": [1, 2, 5, 7, 11, 12, 14, 50, 51, 93, 133, 138, 139, 148, 182], "mcr_file": 1, "mcr_fts2csv": 1, "simpl": [1, 6, 7, 10, 11, 21, 22, 57, 129, 139], "fwf": [1, 2, 12, 57, 110, 139, 342], "mcr_fts2db": [1, 274, 275], "mcr_registri": 1, "content": [1, 64, 73, 88, 90, 96, 128, 141, 192, 221, 251, 254, 333], "yaml": [1, 2, 5, 7, 11, 14, 22, 29, 30, 31, 36, 37, 64, 74, 78, 81, 88, 93, 105, 110, 118, 133, 135, 141, 144, 167, 170, 183, 204, 207, 208, 212, 214, 228, 234, 249, 258, 260, 270, 275, 279, 281, 292, 293, 294, 295, 319, 332], "mcr_sa": 1, "abstract": [1, 2, 44, 53, 62, 81, 93, 128, 142, 156, 180, 183, 336], "class": [1, 2, 7, 29, 35, 44, 46, 52, 53, 55, 61, 62, 64, 68, 69, 73, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84, 85, 88, 89, 90, 92, 93, 94, 95, 96, 98, 100, 101, 103, 104, 105, 107, 112, 113, 115, 116, 117, 118, 120, 123, 125, 127, 128, 129, 132, 133, 135, 136, 137, 138, 140, 141, 142, 143, 144, 145, 148, 149, 150, 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102, 147, 177, 192, 249, 258, 278, 279, 294, 295, 322, 331, 335], "ultim": 1, "attempt": [1, 6, 11, 103], "unsuccess": 1, "transfer": [1, 2, 11, 12, 54, 73, 88, 105, 112, 170, 280, 281, 292, 293], "summari": [1, 11, 27, 36, 37, 41, 54, 57, 88, 105, 110, 112, 135, 142, 147, 170, 273, 280, 281, 282, 283, 284, 285, 286, 291, 292, 293], "plain": [1, 11, 40, 51], "text": [1, 3, 11, 12, 44, 51, 65, 71, 73, 75, 77, 81, 85, 88, 89, 93, 95, 98, 105, 107, 120, 125, 128, 133, 145, 151, 156, 178, 184, 188, 191, 335], "number": [1, 5, 7, 11, 12, 14, 18, 21, 27, 29, 51, 53, 54, 84, 89, 93, 107, 110, 112, 116, 126, 133, 138, 146, 147, 182, 193, 197, 198, 261, 264, 272, 273, 274, 275, 283, 284, 332, 340], "row": [1, 11, 51, 64, 73, 74, 96, 112, 114, 118, 123, 127, 128, 150, 156, 157, 173, 180, 183, 193, 333], "size": [1, 5, 7, 11, 14, 51, 73, 84, 93, 94, 112, 116, 117, 124, 128, 133, 156, 163, 197, 198, 261, 264, 272, 273, 274, 275, 340], "start": [1, 7, 10, 11, 14, 23, 30, 47, 51, 65, 71, 75, 77, 81, 85, 88, 89, 93, 95, 98, 105, 110, 112, 120, 125, 133, 138, 151, 166, 178, 188, 205, 206, 207, 208, 236, 237, 304, 305, 335], "posit": [1, 11, 51, 73, 91, 110, 112, 128, 210, 214, 228, 239, 240, 244, 258, 303], "length": [1, 11, 51, 96, 112, 147], "charact": [1, 6, 11, 12, 18, 51, 65, 71, 73, 75, 77, 81, 85, 88, 93, 95, 98, 105, 120, 125, 128, 133, 147, 151, 178, 184, 188, 335], "numer": [1, 6, 7, 11, 12, 29, 31, 44, 51, 74, 89, 110, 126, 147, 160, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 304, 305, 306, 307], "date": [1, 6, 7, 10, 11, 12, 15, 19, 20, 35, 36, 47, 48, 51, 63, 64, 65, 67, 70, 83, 89, 102, 103, 112, 129, 146, 147, 180, 195, 196, 199, 200, 203, 204, 205, 206, 207, 208, 236, 237, 249, 256, 257, 258, 304, 305, 308, 309, 335], "teh": [2, 6, 10, 53, 83, 153, 199, 200, 203, 204, 294, 295, 312, 313], "subpackag": [2, 333], "wide": [2, 57, 332, 338], "api": [2, 19, 22, 23, 27, 29, 30, 31, 47, 53, 56, 57, 62, 63, 64, 65, 67, 76, 102, 151, 153, 167, 182, 183, 205, 206, 207, 208, 228, 236, 237, 300, 302, 303, 304, 305, 333, 342], "initi": [2, 3, 11, 37, 65, 71, 74, 85, 107, 121, 122, 153, 160, 184, 228, 234, 262, 263, 266, 268, 283, 284, 285, 286, 297, 335, 342], "log": [2, 5, 7, 11, 13, 14, 19, 35, 73, 74, 75, 93, 98, 125, 128, 133, 138, 151, 160, 162, 184, 188, 193, 196, 197, 198, 199, 200, 202, 203, 204, 207, 208, 209, 210, 212, 213, 214, 215, 216, 217, 218, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 232, 233, 234, 235, 236, 237, 240, 241, 242, 243, 244, 248, 251, 254, 255, 257, 258, 259, 260, 261, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 277, 279, 281, 284, 286, 287, 288, 290, 291, 292, 293, 295, 296, 297, 298, 299, 302, 303, 305, 307, 309, 311, 313, 317, 318, 319, 320, 321, 323, 324, 328, 331], "connect": [2, 5, 7, 13, 14, 19, 56, 57, 58, 81, 89, 93, 96, 99, 101, 118, 120, 123, 132, 149, 156, 157, 167, 168, 173, 193, 197, 198, 205, 206, 207, 208, 209, 210, 211, 212, 219, 220, 221, 222, 227, 228, 231, 232, 233, 234, 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3, 17, 94], "tunnel": [2, 3, 17, 94], "when": [2, 3, 6, 7, 10, 11, 12, 14, 17, 19, 29, 30, 31, 36, 53, 73, 103, 107, 112, 124, 128, 146, 147, 151, 153, 162, 163, 181, 191, 249, 258, 279, 295, 332, 333, 338], "also": [2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 17, 19, 21, 22, 23, 26, 30, 33, 36, 53, 57, 70, 76, 93, 96, 102, 103, 108, 110, 114, 116, 133, 136, 151, 153, 169, 199, 200, 203, 204, 265, 266, 267, 268, 292, 293, 294, 295, 312, 313, 332, 333, 338], "fip": [2, 6, 7, 10, 11, 16, 18, 25, 57, 68, 74, 78, 115, 129, 131, 147, 177, 190, 199, 200, 203, 204, 228, 265, 266, 267, 268, 280, 281, 333], "u": [2, 3, 5, 10, 11, 12, 14, 15, 17, 20, 23, 26, 27, 30, 31, 33, 34, 35, 37, 54, 57, 62, 78, 94, 102, 108, 131, 146, 147, 150, 201, 202, 205, 208, 246, 256, 257, 329, 330, 333], "state": [2, 6, 11, 12, 13, 15, 18, 20, 25, 27, 29, 36, 48, 53, 57, 64, 74, 78, 103, 108, 111, 131, 135, 146, 147, 150, 151, 161, 177, 191, 192, 215, 216, 227, 228, 280, 281, 283, 284, 285, 286, 333], "repres": [2, 7, 11, 12, 36, 64, 74, 107, 108, 114, 138, 151, 332], "dictionari": [2, 7, 44, 46, 64, 73, 83, 108, 110, 112, 128, 136, 169, 203, 204, 294, 295, 335], "pg_keyword": 2, "keyword": 2, "etc": [2, 7, 11, 14, 15, 20, 22, 33, 65, 71, 114, 117, 129, 164, 180, 336, 337, 342], "load": [2, 5, 7, 18, 26, 29, 37, 40, 56, 58, 81, 93, 103, 132, 133, 140, 143, 164, 178, 183, 241, 242, 263, 265, 266, 267, 268, 272, 273, 274, 275, 278, 279, 280, 281, 282, 291, 333], "manipul": [2, 14, 58, 81, 93, 99, 138, 146, 194, 338], "focus": 2, "actual": [2, 11, 12, 14, 20, 22, 33, 129, 135, 138, 294, 295, 332, 338], "medallion": 2, "architectur": [2, 10, 40, 57, 58], "paradigm": [2, 57, 74], "databrick": 2, "concept": 2, "just": [2, 10, 14, 15, 19, 22, 57, 178, 183, 195, 196], "defin": [2, 3, 6, 7, 11, 12, 17, 18, 20, 22, 31, 33, 36, 53, 65, 70, 71, 74, 75, 77, 81, 83, 85, 88, 93, 94, 95, 98, 102, 105, 120, 125, 126, 129, 133, 135, 151, 153, 154, 178, 180, 182, 188, 233, 234, 257, 272, 273, 332, 335, 336, 338], "graph": [2, 104, 179, 332], "transform": [2, 3, 6, 7, 22, 54, 57, 73, 82, 84, 116, 117, 128, 147, 156, 287, 288, 332, 337, 340], "intermedi": [2, 11, 84, 116, 147, 340], "materi": [2, 7, 11, 12, 18, 37, 93, 146, 147, 191, 233, 234, 277, 279, 285, 286, 297], "sens": [2, 12, 338, 342], "more": [2, 8, 9, 10, 11, 12, 14, 17, 21, 27, 29, 30, 31, 36, 40, 53, 54, 57, 58, 64, 65, 71, 78, 84, 85, 103, 110, 116, 117, 124, 129, 151, 153, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 304, 305, 306, 307, 318, 319, 332, 333, 335, 337, 340], "flexibl": 2, "than": [2, 6, 7, 11, 12, 14, 29, 44, 57, 63, 64, 67, 73, 78, 107, 124, 128, 129, 147, 153, 162, 163, 338], "dlt": 2, "most": [2, 3, 5, 7, 11, 12, 14, 17, 31, 53, 65, 71, 93, 102, 116, 129, 133, 135, 332, 333, 338], "definit": [2, 5, 7, 14, 23, 30, 54, 81, 93, 99, 138, 183, 332], "py": [2, 4, 7, 17, 30, 79, 89, 91, 96, 113, 151, 156, 193, 291, 305, 307, 309, 311, 313], "anoth": [2, 6, 7, 12, 16, 20, 41, 57, 132, 163, 164, 292, 293, 333], "insert": [2, 7, 111, 133, 146, 147, 161, 284], "handl": [2, 7, 31, 36, 44, 65, 71, 76, 77, 83, 85, 93, 125, 133, 140, 142, 143, 144, 282, 335], "parallel": [2, 5, 14, 93, 107, 129, 133, 180, 205, 208, 249, 258, 294, 295, 332, 336], "auxiliari": 2, "perform": [2, 7, 10, 11, 12, 13, 14, 15, 36, 47, 57, 65, 73, 128, 138, 151, 332, 338], "variou": [2, 11, 50, 57, 73, 99, 128, 332, 338, 342], "mainten": 2, "task": [2, 32, 33, 44, 46, 62, 70, 83, 107, 129, 335], "index_build": [2, 259, 260], "build": [2, 7, 11, 12, 14, 20, 58, 65, 71, 85, 120, 151, 259, 260, 262, 263, 276, 277, 278, 279, 282, 283, 284, 285, 286, 291, 335, 338], "indic": [2, 11, 12, 14, 16, 17, 20, 27, 44, 56, 74, 89, 93, 120, 126, 146, 147, 257, 259, 260, 262, 263, 276, 277, 278, 279, 283, 284, 285, 286], "given": [2, 4, 10, 11, 12, 13, 14, 17, 18, 19, 20, 31, 35, 37, 48, 50, 53, 57, 73, 76, 82, 83, 89, 93, 94, 102, 103, 107, 112, 113, 114, 117, 129, 132, 133, 136, 138, 143, 144, 147, 151, 153, 156, 162, 163, 164, 180, 183, 193, 195, 196, 199, 200, 201, 202, 204, 205, 208, 246, 256, 257, 282, 291, 295, 298, 299, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 336, 337], "conveni": [2, 11], "function": [2, 3, 6, 7, 13, 14, 15, 16, 23, 26, 30, 36, 40, 57, 73, 74, 76, 77, 103, 114, 117, 121, 122, 124, 126, 128, 147, 151, 162, 163, 164, 183, 265, 266, 267, 268, 333, 337, 338], "dataread": [2, 123, 183], "fst": [2, 5, 7, 14, 17, 22, 40, 54, 57, 93, 133, 164, 166, 183, 342], "other": [2, 6, 7, 10, 11, 12, 18, 22, 30, 57, 68, 73, 74, 83, 96, 103, 115, 147, 162, 163, 164, 332, 335, 338, 342], "word": [2, 12], "uniform": [2, 12, 283, 284, 285, 286, 287, 288], "interfac": [2, 23, 57, 77, 93, 112, 166, 183, 332, 338], "columnar": [2, 127], "potenti": [2, 20, 50, 55, 83], "differ": [2, 3, 7, 11, 12, 19, 29, 57, 135, 183, 233, 234, 292, 293, 332, 333, 338], "miscellan": 2, "base": [2, 7, 8, 9, 11, 12, 14, 15, 20, 22, 26, 29, 30, 73, 74, 81, 84, 89, 93, 102, 110, 116, 128, 151, 164, 167, 183, 240, 283, 284, 338, 340, 342], "infer": [2, 12, 18, 22, 93, 127, 133, 189, 205, 206, 207, 208, 211, 212, 333], "data_load": [2, 5, 11, 87, 197, 198, 233, 234, 261, 264, 272, 273, 296, 297], "": [2, 4, 5, 7, 12, 14, 27, 29, 33, 47, 53, 54, 55, 64, 65, 71, 74, 83, 85, 89, 93, 95, 96, 99, 101, 104, 110, 111, 114, 117, 127, 133, 138, 144, 146, 147, 150, 156, 161, 163, 173, 179, 180, 182, 184, 191, 193, 332, 335, 337, 338], "multipl": [2, 3, 7, 11, 12, 57, 58, 71, 85, 103, 147, 153, 182, 199, 200, 203, 204, 332, 335, 338, 342], "json": [2, 14, 22, 29, 64, 93, 108, 133, 157, 164, 173, 183, 237, 332, 333], "respons": [2, 7, 12, 73, 93, 128, 132, 191, 332], "ddl": [2, 18, 93, 99, 110, 184, 233, 234, 276, 277, 333], "creation": [2, 11, 30, 41, 57, 93, 249, 258, 280, 281, 333, 342], "virtual": [2, 7, 11, 19, 40, 56, 57, 93, 338], "project": [2, 11, 22, 26, 28, 56, 57, 58, 86, 164, 205, 208, 211, 212, 310, 311, 332, 338], "recurs": [2, 5, 7, 14, 93, 133, 262, 263, 272, 273, 274, 275, 280, 281, 282, 291, 292, 293], "builder": [2, 37, 40, 120, 260, 321], "report": [2, 31, 103, 138, 146, 147, 192, 292, 293], "progress": [2, 13, 73, 82, 120, 128, 259, 260, 333], "activ": [2, 10, 17, 19, 26, 29, 49, 57, 58, 151], "monitor": [2, 3, 44, 49, 58, 70, 73, 120, 193, 333], "vacuum": [2, 37, 192, 205, 208, 211, 212, 220, 221, 222, 227, 228, 256, 257, 262, 263, 276, 277, 278, 279, 283, 284, 285, 286, 294, 295, 316, 317, 322, 331], "execut": [2, 10, 11, 13, 14, 19, 33, 57, 58, 62, 70, 89, 96, 107, 118, 120, 122, 129, 135, 151, 154, 156, 162, 165, 167, 171, 173, 178, 180, 184, 185, 193, 197, 198, 203, 204, 209, 210, 213, 214, 231, 232, 233, 234, 247, 248, 258, 259, 260, 261, 262, 263, 264, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 283, 284, 285, 286, 287, 288, 289, 290, 298, 299, 304, 305, 306, 307, 308, 309, 312, 313, 318, 319, 320, 321, 332, 336, 338, 342], "tune": 2, "queri": [2, 4, 11, 12, 13, 21, 30, 31, 36, 49, 54, 57, 58, 61, 73, 74, 118, 128, 147, 156, 168, 182, 318, 319], "configur": [2, 32, 44, 46, 56, 70, 75, 77, 81, 83, 84, 85, 88, 95, 98, 105, 120, 125, 129, 133, 151, 154, 164, 178, 180, 188, 189, 336], "some": [2, 3, 11, 12, 14, 20, 22, 23, 29, 30, 31, 57, 70, 73, 78, 97, 107, 114, 126, 128, 147, 151, 155, 178, 332, 333], "poc": [2, 44], "qualiti": [2, 12, 36, 50, 54, 74, 147, 181, 289, 290], "intend": [2, 12, 57, 93, 133, 342], "fulfil": [2, 11], "user": [2, 3, 8, 9, 10, 13, 14, 17, 26, 27, 29, 31, 37, 40, 57, 64, 65, 70, 71, 73, 94, 103, 118, 134, 167, 210, 232, 248, 258, 332, 333, 338], "Its": 2, "put": [2, 7, 11], "hold": [2, 57, 153, 342], "hdf5": [2, 20, 48, 54, 57, 118], "export": [2, 3, 11, 19, 20, 26, 51, 118, 138, 149, 156, 157, 333], "quer": [2, 118], "sql": [2, 4, 7, 11, 12, 17, 19, 37, 54, 89, 93, 96, 99, 110, 120, 123, 129, 135, 149, 150, 156, 165, 167, 173, 185, 192, 209, 210, 231, 232, 247, 248, 258, 265, 266, 267, 268, 299, 304, 305, 306, 307, 308, 309, 312, 313, 341], "specif": [2, 7, 8, 9, 10, 11, 13, 14, 20, 31, 35, 48, 53, 55, 57, 71, 73, 83, 102, 111, 116, 118, 128, 134, 151, 161, 167, 171, 173, 180, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 249, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332, 336, 338, 342], "tool": [2, 4, 6, 12, 13, 14, 22, 36, 40, 41, 44, 49, 51, 54, 56, 57, 58, 59, 70, 73, 83, 89, 92, 93, 96, 113, 132, 133, 153, 164, 170, 174, 189, 194, 195, 196, 197, 198, 200, 203, 204, 209, 210, 213, 214, 215, 217, 223, 225, 229, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 288, 291, 292, 293, 296, 297, 298, 302, 303, 319, 320, 321, 323, 324, 325, 335], "collector": [2, 41, 57, 62, 73, 128, 180, 336], "copi": [2, 3, 8, 9, 10, 12, 17, 30, 35, 41, 57, 91, 111, 134, 140, 160, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332, 338], "sub": [2, 12, 20, 33, 37, 91, 162, 201, 202, 219, 249, 252, 256, 257, 327, 328, 329, 330], "call": [2, 6, 7, 11, 12, 14, 21, 30, 31, 64, 73, 74, 91, 103, 107, 124, 147, 151, 153, 162, 163, 180, 184, 209, 210, 231, 232, 247, 248, 336], "block": [2, 6, 58, 59, 73, 80, 94, 104, 107, 112, 128, 182, 183], "executor": [2, 333], "pool": 2, "avoid": [2, 76, 83], "memori": [2, 21, 34, 35, 36, 54, 57, 62, 83, 84, 107, 116, 156, 162, 163, 195, 196, 199, 200, 201, 202, 203, 204, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 335, 340, 342], "overflow": 2, "long": [2, 13, 83, 96, 151, 180, 197, 198, 261, 264, 272, 273, 274, 275, 333], "queue": [2, 107, 333], "localhost": [2, 3, 17, 19, 94, 200, 239, 240, 246], "airflow": [2, 54, 57, 205, 208, 211, 212, 231, 232, 247, 248, 300, 301, 310, 311, 332, 338], "overrid": [2, 7, 14, 65, 71, 77, 83, 85, 93, 125, 133, 335], "resolv": 2, "so": [2, 10, 19, 31, 53, 89, 147, 292, 293], "resourc": [2, 29, 30, 37, 84, 116, 242, 249, 258, 338, 340], "finder": 2, "sas_explor": 2, "print": [2, 29, 65, 71, 83, 97, 104, 129, 133, 138, 151, 155, 173, 174, 177, 183, 193, 335], "metadata": [2, 12, 33, 58, 73, 76, 83, 110, 112, 128, 129, 138, 140, 144, 153, 174, 180, 184, 274, 275, 335, 336], "sas7bdat": [2, 12, 127, 174, 183], "ssa": [2, 6, 7, 12, 18, 57, 147, 177, 191, 265, 266, 267, 268, 333], "map": [2, 6, 11, 16, 53, 56, 57, 102, 116, 177, 190, 191, 192, 265, 266, 267, 268, 280, 281], "between": [2, 7, 10, 11, 12, 15, 22, 57, 83, 114, 163, 177, 191, 265, 266, 267, 268, 280, 281, 333], "download": [2, 10, 15, 18, 19, 23, 29, 33, 35, 37, 44, 45, 46, 47, 50, 57, 63, 65, 67, 70, 71, 83, 85, 105, 117, 128, 129, 176, 180, 182, 190, 192, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 208, 211, 212, 228, 237, 239, 244, 246, 249, 252, 253, 254, 255, 256, 257, 258, 261, 264, 270, 294, 295, 302, 303, 306, 307, 308, 309, 312, 313, 323, 324, 326, 327, 328, 329, 330, 331, 332, 335, 337, 341], "hud": [2, 18, 190], "site": [2, 23, 27, 57, 190, 200, 204, 294, 295, 312, 313], "One": [3, 7, 11, 12, 15, 332, 338], "dorieh": [3, 8, 9, 11, 13, 14, 19, 22, 26, 30, 33, 35, 40, 47, 49, 50, 51, 56, 59, 65, 71, 74, 85, 87, 89, 93, 94, 96, 110, 113, 146, 151, 173, 177, 184, 193, 197, 198, 199, 200, 203, 204, 209, 210, 213, 214, 233, 234, 236, 237, 241, 242, 243, 244, 245, 246, 249, 258, 259, 260, 261, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 287, 288, 292, 293, 294, 295, 296, 297, 298, 299, 302, 303, 318, 319, 320, 321, 332, 335, 337, 341], "support": [3, 7, 10, 13, 15, 17, 22, 29, 40, 57, 58, 60, 77, 94, 112, 120, 182, 294, 295, 312, 313, 332, 333], "store": [3, 7, 17, 23, 36, 37, 57, 74, 78, 83, 118, 146, 147, 162, 167, 177, 184, 201, 202, 203, 204, 219, 222, 228, 294, 295, 312, 313, 335, 338], "analysi": [3, 10, 30, 34, 35, 36, 42, 54, 57, 58, 117, 147, 189, 199, 200, 203, 204, 235, 240, 294, 295, 312, 313, 337], "larg": [3, 21, 73, 128, 156], "volum": 3, "moreov": 3, "rich": 3, "dbm": [3, 17, 54, 57, 151, 280, 281, 333, 338], "wareh": 3, "instanc": [3, 7, 13, 17, 57, 65, 70, 71, 73, 75, 77, 81, 85, 88, 93, 95, 98, 105, 107, 112, 117, 120, 125, 128, 129, 133, 151, 153, 154, 162, 178, 180, 188, 189, 333, 335, 336, 337], "version": [3, 8, 9, 26, 35, 40, 57, 60, 87, 94, 111, 114, 117, 134, 151, 161, 171, 173, 180, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 211, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 249, 255, 257, 258, 260, 263, 264, 265, 266, 267, 268, 270, 273, 275, 277, 279, 281, 282, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 311, 317, 319, 321, 322, 324, 326, 328, 330, 331, 333, 336, 337, 338, 342], "13": [3, 19, 57, 333], "higher": [3, 10], "prefer": [3, 78], "through": [3, 15, 26, 27, 30, 31, 129, 147, 182, 338], "descript": [3, 6, 7, 14, 19, 31, 33, 34, 36, 37, 45, 50, 54, 58, 62, 65, 71, 75, 77, 81, 83, 85, 88, 89, 93, 95, 96, 98, 105, 110, 120, 125, 133, 146, 147, 151, 178, 188, 189, 200, 215, 217, 219, 220, 223, 225, 227, 229, 250, 253, 258, 295, 304, 306, 308, 312, 314, 332, 335], "machin": [3, 10, 17, 40, 57], "server": [3, 19, 134, 205, 206, 207, 208, 211, 212, 338], "password": [3, 17, 94, 134], "ssh_user": [3, 17, 94], "establish": [3, 11, 94], "application_nam": 3, "identifi": [3, 11, 54, 74, 82, 99, 103, 110, 124, 146, 147, 160, 179, 249, 258, 294, 295], "secret": [3, 17, 94], "retriev": [3, 13, 14, 17, 20, 34, 35, 94, 338], "aw": [3, 10, 17, 19, 57, 94, 294, 295, 312, 313, 332], "Such": [3, 338], "uri": [3, 19], "credenti": [3, 13, 17, 94], "entri": [3, 7, 31, 73, 127, 128, 150, 154, 164, 183, 189], "clear": [3, 70, 118, 168], "vault": 3, "network": [3, 117, 337], "below": [3, 12, 17, 18, 94, 117, 337], "mimic": [3, 17, 94], "mimicii": [3, 17, 94], "postgr": [3, 14, 17, 94], "nsaph2": [3, 5, 13, 14, 17, 94, 134, 193, 205, 208, 211, 212], "cluster": [3, 17, 94, 332, 338], "uni": [3, 17, 94], "edu": [3, 17, 94, 146, 154, 180, 200, 204, 295, 313, 336], "dbuser": [3, 17, 94], "johndo": [3, 17, 94], "my_awesome_app": 3, "region": [3, 17, 94], "east": [3, 17, 94], "1": [3, 5, 7, 10, 11, 12, 14, 17, 19, 27, 29, 33, 40, 44, 48, 58, 61, 78, 94, 104, 111, 114, 117, 134, 146, 147, 161, 166, 173, 180, 184, 190, 191, 200, 214, 218, 221, 222, 224, 226, 228, 230, 239, 240, 244, 246, 249, 256, 257, 258, 294, 295, 303, 322, 324, 331, 332, 337, 342], "public": [3, 6, 17, 18, 19, 27, 29, 78, 94, 111, 119, 146, 147, 161, 171, 184, 190, 191, 192, 209, 210, 232, 247, 248, 294, 295, 312, 313, 333, 338, 341], "iii": 3, "clinic": 3, "second": [3, 17, 94, 110, 113, 193], "access": [3, 12, 17, 19, 30, 57, 231, 232, 247, 248, 338], "remot": [3, 17, 22], "direct": [3, 12, 16, 18, 55, 57, 83, 332, 338], "ad": [3, 7, 11, 12, 17, 26, 57, 58, 68, 73, 83, 110, 115, 147, 160, 162, 332, 335], "usernam": [3, 17, 184], "while": [3, 10, 11, 12, 17, 26, 53, 82, 84, 94, 116, 146, 151, 338, 340], "custom": [3, 6, 7, 13, 27, 33, 57, 65, 71, 77, 83, 84, 85, 93, 116, 125, 129, 133, 332, 335, 338], "sent": 3, "construct": [3, 11, 14, 70, 73, 76, 103, 117, 129, 154, 160, 164, 180, 189, 336, 337], "script": [3, 37, 44, 46, 57, 59, 89, 95, 96, 103, 159, 184, 299, 304, 305, 306, 307, 308, 309, 312, 313, 332, 338], "appropri": [3, 6, 12, 19, 20, 53, 57, 338], "debug": [3, 83, 160, 181, 193, 283, 284, 335], "secur": [3, 6, 12, 18, 147, 333, 338], "enough": 3, "third": [3, 10, 17, 94], "note": [3, 11, 12, 17, 29, 30, 31, 40, 44, 74, 140, 182, 332], "might": [3, 7, 11, 14, 15, 17, 19, 31, 40, 76, 163, 332, 338], "profil": [3, 27, 162], "abl": [3, 332], "done": [3, 10, 11, 15, 17, 22, 338, 342], "environ": [3, 19, 23, 29, 30, 37, 44, 45, 53, 56, 57, 76, 102, 303, 332, 333, 338, 342], "variabl": [3, 7, 12, 19, 20, 23, 29, 30, 33, 35, 43, 48, 49, 53, 58, 62, 65, 71, 74, 76, 83, 102, 103, 117, 124, 129, 146, 147, 153, 167, 180, 181, 199, 200, 201, 202, 203, 204, 228, 294, 295, 312, 313, 322, 325, 326, 327, 328, 331, 332, 335, 336, 337], "aws_profil": 3, "allow": [4, 11, 12, 47, 65, 71, 76, 85, 147, 294, 295, 335, 338], "pipelin": [4, 19, 20, 22, 36, 37, 44, 50, 58, 66, 69, 113, 129, 140, 180, 184, 207, 208, 212, 255, 258, 281, 286, 291, 295, 305, 307, 309, 311, 312, 313, 317, 331, 333, 336, 338, 341, 342], "exactli": [4, 332], "subsequ": [4, 11, 14, 318, 319], "procedur": [4, 16, 36, 111, 121, 122, 162, 178, 184, 332, 333, 338], "three": [4, 6, 7, 12, 147, 332], "util": [4, 12, 13, 16, 18, 30, 36, 37, 51, 53, 56, 58, 65, 70, 71, 73, 74, 78, 85, 113, 118, 128, 135, 140, 151, 154, 156, 157, 165, 167, 171, 176, 177, 190, 192, 194, 210, 211, 212, 241, 242, 249, 258, 265, 266, 282, 291, 294, 295, 299, 305, 307, 309, 311, 313, 322, 331, 332, 335, 338], "create_test": [4, 89, 96, 113], "chang": [4, 11, 12, 19, 27, 29, 89, 96, 103], "dbt_runner": [4, 89, 96, 298, 299], "gen_dbt_cwl": [4, 89, 96], "bundl": [4, 332], "python": [5, 7, 11, 12, 13, 14, 15, 19, 22, 23, 39, 41, 44, 47, 56, 57, 58, 63, 67, 70, 73, 77, 89, 96, 99, 102, 108, 113, 126, 151, 153, 162, 183, 193, 198, 200, 204, 210, 214, 216, 218, 224, 226, 230, 234, 237, 242, 244, 246, 249, 258, 260, 264, 266, 268, 270, 273, 275, 288, 292, 293, 297, 299, 303, 319, 321, 324, 338], "h": [5, 7, 13, 14, 33, 47, 89, 91, 96, 156], "pattern": [5, 6, 7, 11, 12, 14, 29, 68, 79, 93, 110, 115, 133, 136, 138, 140, 142, 143, 144, 164, 169, 183, 189, 197, 198, 261, 262, 263, 264, 272, 273, 274, 275, 280, 281, 282, 291], "reset": [5, 7, 14, 37, 40, 47, 65, 88, 93, 96, 128, 133, 234, 250, 251, 258, 262, 263, 264, 275, 314, 322, 331], "increment": [5, 7, 11, 12, 14, 93, 110, 133, 259, 260, 262, 263, 272, 273, 275, 276, 277, 279, 281, 284, 317], "page": [5, 7, 11, 14, 57, 93, 133, 174, 197, 198, 261, 264, 272, 273, 274, 275, 332, 333], "limit": [5, 7, 8, 9, 12, 14, 30, 35, 64, 74, 93, 99, 111, 123, 133, 134, 147, 161, 171, 173, 182, 184, 191, 193, 196, 197, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 233, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 261, 263, 264, 266, 268, 270, 272, 273, 274, 275, 277, 279, 281, 283, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332], "buffer": [5, 7, 14, 93, 133], "thread": [5, 7, 11, 14, 93, 107, 133, 160, 197, 198, 261, 264, 272, 273, 274, 275], "none": [5, 7, 12, 13, 14, 47, 60, 61, 62, 63, 64, 65, 69, 70, 71, 73, 74, 76, 77, 78, 80, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 99, 100, 101, 102, 104, 105, 107, 110, 112, 117, 120, 123, 124, 127, 128, 129, 130, 132, 133, 135, 137, 138, 147, 148, 150, 151, 153, 154, 156, 157, 160, 162, 164, 166, 167, 170, 177, 178, 179, 180, 181, 182, 183, 185, 189, 294, 295, 312, 313, 335, 336, 337], "autocommit": [5, 7, 13, 14, 81, 89, 93, 94, 96, 260], "argument": [5, 7, 10, 14, 22, 33, 37, 44, 45, 47, 70, 75, 77, 81, 83, 85, 88, 91, 93, 95, 98, 103, 105, 107, 113, 120, 125, 129, 133, 136, 151, 154, 156, 162, 164, 165, 169, 178, 188, 189, 192, 200, 204, 216, 234, 237, 239, 240, 242, 258, 260, 264, 275, 294, 295, 297, 312, 313, 324], "help": [5, 7, 13, 14, 30, 33, 47, 65, 71, 85, 89, 91, 96, 156, 183, 335], "show": [5, 7, 12, 13, 14, 17, 33, 47, 89, 91, 96, 156, 157], "messag": [5, 7, 13, 14, 33, 47, 89, 91, 96, 138, 156, 162, 193], "exit": [5, 7, 13, 14, 33, 47, 89, 91, 96, 156], "gzip": [5, 7, 14, 33, 47, 65, 71, 73, 85, 93, 128, 133, 249, 258, 294, 295, 335], "tar": [5, 7, 14, 93, 133], "gz": [5, 7, 14, 62, 93, 133, 180, 200, 237, 333, 336], "tgz": [5, 7, 14, 93, 133], "archiv": [5, 7, 14, 73, 81, 93, 128, 133, 183], "maxdata_": [5, 7, 11, 14, 93, 133, 263], "_ps_": [5, 7, 11, 14, 93, 133], "forc": [5, 7, 14, 87, 93, 133, 259, 260], "recreat": [5, 7, 14, 93, 133, 233, 234, 249, 258, 322, 331], "thei": [5, 7, 12, 14, 27, 29, 31, 36, 53, 57, 93, 132, 133, 189, 199, 200, 203, 204, 332, 333, 338], "alreadi": [5, 7, 10, 12, 14, 73, 93, 128, 133, 180, 272, 273, 283, 284, 285, 286, 316, 317, 336, 342], "fals": [5, 7, 13, 14, 18, 47, 70, 73, 74, 87, 88, 89, 94, 96, 102, 112, 128, 146, 147, 150, 160, 164, 166, 172, 180, 183, 191, 234, 260, 277, 284], "commit": [5, 7, 14, 93, 111, 133, 161, 272, 273], "everi": [5, 7, 12, 14, 15, 27, 76, 83, 93, 133, 147, 151, 153, 197, 198, 199, 200, 203, 204, 261, 264, 272, 273, 274, 275, 332], "skip": [5, 7, 12, 14, 23, 93, 99, 133, 272, 273, 294, 295, 312, 313], "been": [5, 7, 12, 14, 29, 64, 73, 93, 103, 110, 126, 128, 133, 138, 147, 153, 177, 180, 272, 273, 298, 299, 332, 336, 338], "explicit": [5, 7, 14, 93, 133, 197, 198, 261, 264, 272, 273, 274, 275, 332], "interv": [5, 7, 14, 93, 111, 133, 161], "record": [5, 11, 12, 14, 15, 17, 44, 53, 82, 89, 93, 103, 110, 112, 123, 133, 138, 140, 146, 147, 156, 197, 198, 261, 264, 272, 273, 274, 275, 283, 284, 289, 290], "write": [5, 7, 8, 9, 14, 15, 17, 19, 30, 31, 35, 64, 73, 74, 89, 93, 105, 111, 128, 133, 134, 153, 156, 161, 170, 171, 173, 184, 191, 193, 196, 197, 198, 200, 202, 204, 207, 208, 210, 212, 213, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 249, 255, 257, 258, 260, 261, 263, 264, 266, 268, 270, 272, 273, 274, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332], "t": [5, 7, 11, 14, 26, 73, 89, 96, 100, 111, 117, 118, 126, 128, 155, 156, 161, 162, 167, 168, 173, 181, 182, 184, 337], "syntax": [6, 15, 135], "here": [6, 7, 15, 17, 19, 26, 27, 29, 31, 36, 103, 117, 332, 333, 337], "arrai": [6, 7, 12, 15, 108, 114, 126, 146, 147, 153, 183, 249, 252, 255, 258, 294, 295, 308, 309, 312, 313, 322, 331], "rather": [6, 7, 11, 14, 29, 57, 338], "ssa3": [6, 12, 147, 177, 191], "cnty_cd": [6, 147], "bene_county_cd": [6, 147], "ssa_counti": [6, 147], "new": [6, 10, 11, 12, 14, 19, 23, 30, 58, 65, 70, 71, 74, 75, 77, 81, 85, 88, 93, 95, 98, 103, 105, 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127, 128, 134, 138, 153, 161, 171, 173, 181, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "rais": [6, 7, 73, 111, 112, 128, 138, 153, 161], "social": [6, 12, 18, 27, 147], "administr": [6, 12, 18, 147], "digit": [6, 11, 12, 53, 74, 102, 110, 116, 147], "counti": [6, 7, 10, 11, 18, 19, 25, 27, 30, 33, 34, 35, 44, 53, 57, 62, 64, 66, 68, 74, 78, 82, 84, 115, 116, 117, 119, 129, 131, 135, 147, 173, 177, 180, 195, 196, 199, 200, 201, 202, 203, 204, 205, 208, 215, 216, 227, 228, 245, 246, 249, 252, 255, 256, 257, 258, 280, 281, 294, 295, 302, 303, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 333, 336, 337], "www": [6, 7, 8, 9, 27, 31, 35, 44, 70, 71, 73, 102, 108, 111, 117, 134, 147, 154, 161, 171, 173, 177, 180, 184, 190, 191, 193, 196, 198, 200, 202, 204, 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319, 321, 324, 326, 328, 330, 331, 332, 338], "seri": [6, 7, 30, 53, 102, 116, 147, 177], "patern": 6, "cm": [6, 11, 12, 37, 51, 54, 61, 103, 111, 121, 137, 138, 139, 146, 147, 148, 161, 169, 170, 262, 263, 267, 268, 272, 273, 275, 279, 280, 281, 282, 287, 288, 291, 292, 293, 317, 320, 321], "mbsf_ab": [6, 12, 147], "mcr_bene_": [6, 12, 147], "mbsf_ab_2015": [6, 147, 279], "p": [6, 11, 12, 13, 19, 36, 40, 47, 61, 103, 110, 135, 146, 147, 156, 164, 173, 237, 281, 285, 286, 296, 297, 317], "possibl": [6, 7, 12, 20, 36, 57, 64, 73, 93, 128, 133, 147, 338, 342], "correspond": [6, 10, 12, 22, 30, 33, 53, 83, 102, 110, 116, 117, 129, 140, 180, 333, 336, 337], "them": [6, 7, 14, 17, 18, 19, 30, 53, 65, 71, 85, 89, 107, 140, 335, 338], "dob": [6, 11, 12, 15, 103, 146, 147], "vari": [6, 12, 76, 103, 147, 184], "parse_d": [6, 147], "column_nam": [6, 44, 112, 147, 179, 184], "to_dat": [6, 147, 180], "to_char": [6, 147, 184, 191], "00000000": [6, 147], "yyyymmdd": [6, 147], "left": [6, 74, 104, 145], "how": [7, 15, 20, 21, 30, 31, 49, 57, 58, 65, 70, 71, 74, 123, 134, 171, 193, 342], "relat": [7, 12, 179], "foreign": [7, 12, 134, 146], "convent": 7, "govern": [7, 8, 9, 35, 54, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 205, 206, 207, 208, 210, 211, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "thing": [7, 19, 31], "role": [7, 37, 210, 232, 248], "we": [7, 10, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 22, 29, 30, 33, 36, 41, 44, 50, 53, 57, 58, 60, 62, 74, 76, 83, 103, 126, 142, 153, 245, 246, 249, 257, 258, 282, 283, 284, 285, 286, 291, 292, 293, 294, 295, 308, 309, 312, 313, 322, 331, 332, 335, 342], "zipcod": [7, 12, 27], "mean": [7, 12, 22, 55, 57, 82, 83, 84, 89, 116, 117, 126, 129, 195, 196, 199, 200, 203, 204, 249, 258, 337, 340], "thu": [7, 11], "linkag": 7, "aggreg": [7, 12, 15, 19, 33, 35, 37, 47, 48, 49, 50, 53, 57, 58, 64, 71, 73, 83, 84, 116, 129, 147, 154, 162, 179, 180, 189, 192, 195, 196, 200, 202, 204, 211, 212, 238, 239, 257, 258, 289, 290, 295, 301, 306, 307, 312, 313, 320, 321, 322, 328, 330, 331, 332, 333, 335, 336, 340], "epa": [7, 19, 22, 37, 42, 54, 58, 67, 73, 134, 173, 194, 207, 208, 212, 236, 237, 238, 239, 243, 244, 269, 270, 300, 301, 302, 303, 305, 307, 332], "censu": [7, 17, 25, 27, 29, 34, 35, 37, 57, 58, 74, 76, 77, 102, 106, 147, 173, 182, 192, 194, 201, 202, 205, 208, 215, 216, 217, 218, 221, 222, 223, 224, 225, 226, 228, 229, 230, 246, 256, 257, 295, 313, 329, 330, 331, 333], "climat": [7, 17, 20, 42, 48, 49, 58, 129, 194, 249, 258, 308, 309, 332], "gridmet": [7, 10, 34, 35, 37, 43, 54, 78, 83, 117, 129, 173, 180, 196, 198, 199, 200, 213, 214, 240, 249, 255, 257, 295, 309, 313, 334, 335, 336, 337], "extend": [7, 135], "extens": [7, 12, 14, 21, 73, 128, 134, 184, 193], "approxim": [7, 11, 12, 54, 103], "union": [7, 12, 61, 64, 74, 89, 147, 179, 289, 290], "cast": [7, 147], "valid": [7, 12, 18, 34, 35, 57, 65, 71, 77, 83, 85, 93, 112, 124, 125, 133, 138, 139, 147, 181, 183, 189, 249, 258, 289, 290, 308, 309, 322, 331, 335], "across": [7, 57, 103, 342], "src": [7, 19, 35, 36, 205, 208, 211, 212, 333], "yml": [7, 26, 29, 30, 146, 205, 208, 211, 212, 225, 226, 228, 229, 230, 249, 258, 294, 295, 332], "forest": 7, "treelik": 7, "sever": [7, 12, 53, 57, 73, 128, 181, 338], "my_domain": 7, "fro": 7, "ye": [7, 40, 44], "audit": [7, 146, 147], "duplic": [7, 11, 12, 57, 146], "inconsist": [7, 11, 12, 103], "own": [7, 13, 19, 22, 58, 162, 184, 338], "list": [7, 11, 12, 13, 20, 25, 28, 29, 31, 33, 47, 57, 62, 64, 65, 66, 68, 69, 70, 71, 72, 73, 74, 76, 80, 82, 83, 85, 86, 89, 93, 96, 99, 100, 101, 104, 110, 112, 113, 115, 117, 118, 123, 124, 127, 128, 129, 131, 132, 135, 136, 137, 138, 144, 147, 148, 149, 150, 151, 153, 155, 156, 166, 167, 168, 175, 177, 179, 180, 181, 183, 192, 205, 206, 207, 208, 211, 212, 228, 236, 237, 238, 239, 243, 244, 294, 295, 304, 305, 306, 307, 312, 313, 332, 335, 336, 337, 342], "auto": [7, 84, 110, 116, 249, 258, 294, 295, 308, 309, 312, 313, 340, 341], "extern": [7, 73, 338], "boolean": [7, 11, 12, 74, 112, 147, 181, 233, 234, 259, 260, 262, 263, 272, 273, 276, 277], "pass": [7, 12, 13, 30, 65, 71, 85, 89, 96, 107, 147, 162, 181, 335], "input": [7, 10, 12, 19, 31, 33, 35, 37, 44, 45, 50, 68, 69, 73, 74, 88, 89, 92, 93, 115, 126, 128, 133, 136, 169, 181, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 216, 218, 221, 222, 224, 226, 228, 230, 232, 234, 237, 239, 240, 242, 244, 246, 248, 251, 254, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 305, 307, 309, 311, 313, 317, 319, 321, 324, 326, 328, 330, 331, 332], "itself": [7, 163, 338], "quote_minim": [7, 14], "quote_al": 7, "quote_nonnumer": 7, "nonnumer": 7, "quote_non": 7, "accept": [7, 10, 83, 107], "compat": [7, 292, 293], "2": [7, 8, 9, 11, 19, 35, 44, 55, 60, 61, 74, 78, 83, 87, 94, 111, 114, 119, 126, 134, 146, 147, 150, 161, 171, 173, 184, 190, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 216, 232, 234, 237, 239, 240, 242, 244, 246, 248, 251, 254, 255, 256, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 280, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 305, 307, 309, 311, 313, 317, 319, 321, 322, 324, 326, 328, 330, 331, 342], "hard_link": 7, "denot": [7, 110, 112, 114], "integr": [7, 53, 57, 89, 102, 116], "part": [7, 12, 17, 53, 65, 71, 102, 116, 147, 333], "parent": [7, 99, 118, 179, 282, 291, 332], "separ": [7, 11, 12, 14, 15, 27, 54, 64, 89, 93, 124, 133, 156, 164, 282, 283, 284, 285, 286, 291, 294, 295, 312, 313, 338], "mani": [7, 11, 22, 153, 332, 338], "relationship": 7, "primari": [7, 15, 111, 146, 147, 161], "children": [7, 146, 147], "child": 7, "action": [7, 93, 99, 133, 146, 147, 233, 234, 242, 284], "upon": 7, "encount": [7, 12, 15, 36], "incomplet": 7, "object": [7, 14, 30, 32, 65, 70, 71, 73, 74, 75, 77, 81, 82, 83, 85, 88, 93, 95, 98, 105, 110, 112, 117, 120, 125, 126, 128, 129, 133, 151, 153, 154, 177, 178, 180, 181, 188, 189, 193, 228, 337, 342], "claus": [7, 11, 15], "what": [7, 17, 29, 57, 58, 62, 65, 71, 74, 82, 83, 89, 91, 110, 132, 151, 171, 203, 204, 305, 307, 309, 313, 335, 342], "group": [7, 10, 11, 12, 15, 20, 21, 27, 34, 35, 42, 44, 48, 58, 104, 117, 118, 146, 147, 173, 182, 189, 191, 199, 200, 203, 204, 209, 210, 231, 232, 235, 240, 247, 248, 258, 294, 295, 312, 313, 337], "BY": [7, 11, 12, 15, 44, 61, 111, 147, 161, 171, 173, 184, 191], "popul": [7, 27, 29, 30, 31, 36, 74, 78, 147, 157, 178, 192, 217, 218, 272, 273, 332], "condit": [7, 8, 9, 11, 15, 35, 44, 54, 83, 89, 99, 111, 134, 147, 161, 171, 173, 181, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "satisfi": [7, 57, 147, 338], "ehnc": 7, "empti": [7, 12, 73, 283, 284], "later": [7, 11, 57, 140, 333], "mostli": [7, 332], "addit": [7, 8, 9, 11, 12, 19, 30, 55, 57, 83, 124, 147, 150, 338], "trigger": 7, "By": [7, 10, 14, 160, 233, 234], "dure": [7, 11, 12, 147, 162, 333, 338], "howev": [7, 11, 12, 22, 30, 50, 53, 57, 84, 112, 116, 292, 293, 340], "behaviour": 7, "ignor": [7, 146, 294, 295, 312, 313], "special": [7, 12, 51, 73, 128, 197, 198, 209, 210, 213, 214, 233, 234, 259, 260, 261, 262, 263, 264, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 283, 284, 285, 286, 287, 288, 289, 290, 298, 299, 318, 319, 320, 321, 332, 338], "target": [7, 64, 73, 99, 128, 146, 147, 150, 171, 180, 336], "besid": [7, 74, 153, 338], "normal": [7, 333], "directli": [7, 26, 94], "taken": [7, 12, 18, 129, 165, 177], "tabular": [7, 37, 50, 264], "must": [7, 15, 20, 31, 33, 53, 64, 65, 71, 74, 75, 77, 81, 85, 88, 93, 95, 98, 102, 105, 120, 125, 129, 133, 140, 151, 178, 188, 233, 234, 282, 291, 333, 335], "incom": [7, 11, 14, 31, 68, 115, 136, 164, 169, 173, 310, 311], "multi_column": 7, "rang": [7, 27, 47, 64, 65, 76, 83, 126], "explan": [7, 294, 295, 312, 313], "omit": [7, 73, 113, 128], "method": [7, 29, 30, 53, 64, 65, 71, 73, 74, 77, 83, 85, 89, 93, 96, 117, 124, 125, 126, 128, 133, 150, 151, 154, 162, 180, 189, 335, 336, 337], "btree": [7, 119], "required_before_loading_data": [7, 146], "tell": [7, 30], "befor": [7, 14, 17, 117, 178, 180, 184, 201, 202, 329, 330, 336, 337, 338], "improv": [7, 10, 53, 102, 116], "after": [7, 11, 26, 29, 30, 31, 74, 103, 110, 153, 162, 183, 197, 198, 261, 264, 272, 273, 274, 275, 332, 333], "popualt": 7, "present": [7, 31, 53, 102, 153, 338], "whose": [7, 114], "automat": [7, 12, 19, 30, 36, 41, 57, 58, 60, 88, 94, 184, 338], "determinist": [7, 12], "express": [7, 8, 9, 35, 37, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 311, 317, 319, 321, 322, 324, 326, 327, 328, 330, 331, 332], "insid": [7, 10, 11, 12, 13, 14, 37, 57, 265, 266, 267, 268, 284, 338], "theoret": 7, "There": [7, 10, 11, 12, 19, 22, 29, 342], "kind": [7, 8, 9, 11, 35, 62, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "occupi": 7, "storag": [7, 70], "were": [7, 147], "similar": [7, 11, 15, 112, 249, 258, 294, 295], "alwai": [7, 12, 31, 78, 146, 147, 184], "univers": [7, 11, 34, 35, 37, 42, 58, 111, 112, 117, 134, 161, 171, 173, 184, 189, 191, 193, 196, 198, 199, 200, 202, 203, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 249, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 308, 309, 311, 312, 313, 317, 319, 321, 324, 326, 328, 330, 331, 333, 334, 337, 338], "out": [7, 12, 20, 30, 31, 35, 40, 54, 74, 100, 107, 136, 169, 179, 196, 202, 207, 208, 212, 216, 221, 222, 228, 232, 248, 251, 254, 255, 257, 258, 263, 277, 279, 281, 284, 286, 290, 291, 295, 305, 307, 309, 311, 313, 317, 328, 330, 331, 338], "standard": [7, 13, 18, 23, 36, 54, 74, 112, 117, 138, 160, 337, 338], "origin": [7, 11, 12, 27, 29, 103, 113, 117, 135, 136, 138, 140, 146, 180, 305, 307, 309, 313, 337], "curli": 7, "bracket": 7, "admission_d": [7, 12, 15, 146, 147], "admsn_dt": [7, 146, 147], "datetim": [7, 64, 146, 151, 180], "strptime": [7, 146], "y": [7, 8, 9, 30, 33, 47, 65, 68, 71, 85, 102, 111, 114, 115, 117, 146, 161, 177, 179, 184, 191, 326, 328, 335, 337], "d": [7, 30, 33, 47, 112, 114, 117, 135, 146, 147, 173, 218, 240, 282, 291, 337], "replac": [7, 10, 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199, 200, 249, 258, 259, 260, 294, 295, 322, 331, 340], "often": [11, 51, 54, 332, 338], "faster": [11, 107, 163], "encrypt": [11, 103, 146], "dua": 11, "chronic": [11, 54], "ccw": [11, 54, 103, 146], "protect": [11, 42, 54, 58], "ident": [11, 132, 338], "unreli": 11, "7": [11, 103, 110, 146, 256, 257, 258, 322, 331, 338], "miss": [11, 12, 18, 30, 31, 44, 74, 82, 103, 124, 126, 147, 228], "conflict": 11, "birth": [11, 12, 147], "death": [11, 12, 103, 147], "sex": [11, 12, 27, 146, 147], "ethnic": [11, 147], "sometim": [11, 12, 31], "80": 11, "eighti": 11, "offici": [11, 103], "assign": [11, 103, 154, 180, 336], "team": [11, 103], "intern": [11, 19, 25, 29, 32, 36, 44, 46, 57, 58, 64, 103, 128, 147, 151, 280, 281, 316, 317], "cross": [11, 103], "histor": [11, 103], "enterpris": [11, 103], "ecr": [11, 103, 111, 161], "receiv": [11, 64, 103, 140, 147], "msis_id": [11, 103, 146], "state_cd": [11, 12, 103, 146], "ssn": [11, 103], "gender": [11, 103], "compar": [11, 17, 103, 135, 181], "against": [11, 103, 181], "best": [11, 29, 30, 36, 84, 103, 116, 338, 340, 342], "exhaust": [11, 103], "stringent": [11, 103], "8": [11, 17, 91, 100, 103, 146, 256, 257, 258, 322, 331], "particular": [11, 18, 66, 103], "those": [11, 15, 31, 73, 103, 128, 147, 342], "reassign": [11, 103, 184], "As": [11, 12, 13, 26, 31, 147], "discuss": [11, 12, 22, 57], "patient": [11, 36, 37, 135, 142, 147, 273, 280, 281, 282, 283, 284, 285, 286, 291], "appli": [11, 21, 74, 82, 110, 147, 153], "rule": 11, "clearli": 11, "mark": 11, "count": [11, 12, 15, 44, 61, 73, 128, 138, 146, 147, 173, 184, 191, 310, 311, 320, 321, 333], "distinct": [11, 12, 21, 54, 89, 111, 146, 147, 161, 184, 191], "our": [11, 20, 53, 107, 332, 338], "dod": [11, 12, 146, 147], "race_ethnicity_cod": [11, 146], "earliest": [11, 12], "comma": [11, 12, 54, 64], "comm": 11, "dob_latest": [11, 12, 146, 147], "dod_earliest": [11, 12, 146, 147], "curat": 11, "legaci": 11, "strategi": [11, 33, 43, 62, 82, 83, 84, 116, 180, 195, 196, 199, 200, 201, 202, 203, 204, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 335, 336, 341], "sop": 11, "level": [11, 14, 31, 36, 145, 160, 162, 164, 193, 333], "consid": 11, "know": [11, 29, 31, 74], "systemat": 11, "error": [11, 17, 20, 31, 35, 54, 64, 107, 181, 196, 197, 198, 199, 200, 202, 203, 204, 212, 213, 214, 221, 222, 228, 233, 234, 235, 240, 241, 242, 251, 254, 255, 257, 258, 259, 260, 261, 263, 264, 269, 270, 272, 273, 277, 279, 281, 284, 286, 287, 288, 290, 292, 293, 295, 296, 297, 298, 299, 305, 307, 309, 311, 313, 317, 318, 319, 320, 321, 323, 324, 328, 331], "neighbourhood": 11, "summar": [11, 57], "compris": 11, "collect": [11, 27, 29, 33, 34, 35, 41, 54, 57, 73, 79, 91, 102, 116, 128, 129, 162, 180, 184, 201, 202, 205, 208, 245, 246, 256, 257, 294, 295, 312, 313, 322, 329, 330, 331, 336], "iso": [11, 12, 150, 191, 280, 281], "regist": [11, 12, 23], "alphabet": [11, 12], "order": [11, 12, 15, 26, 44, 61, 110, 111, 112, 147, 161, 171, 173, 191, 197, 198, 209, 210, 213, 214, 233, 234, 259, 260, 261, 262, 263, 264, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 283, 284, 285, 286, 287, 288, 289, 290, 298, 299, 318, 319, 320, 321], "5": [11, 12, 27, 31, 64, 74, 83, 84, 116, 117, 119, 146, 147, 191, 200, 204, 239, 240, 256, 257, 258, 294, 295, 312, 313, 322, 331, 337, 340], "months_elig": [11, 146], "months_dual_elig": [11, 146], "state_count": [11, 12, 146, 147], "di": [11, 12, 146, 147], "flag": [11, 12, 26, 99, 150], "fact": 11, "signal": [11, 57], "could": [11, 192], "move": [11, 12, 30, 124, 342], "detal": 11, "bill": [11, 12], "discharg": [11, 12], "icd": [11, 12, 15], "prepar": [11, 30, 37, 44, 45, 62, 66, 123, 154, 167, 180, 280, 281, 303], "ip": [11, 110, 135, 146, 147, 192, 263, 281, 283, 284], "jenni": 11, "lee": 11, "februari": 11, "grant": [12, 37, 134, 184, 210, 232, 258, 333], "privileg": [12, 37, 40, 210, 232, 248, 258, 333], "newli": [12, 231, 232, 247, 248], "drop": [12, 14, 93, 99, 101, 111, 120, 133, 150, 161, 191, 192, 233, 234, 296, 297], "delet": [12, 14, 296, 297], "pleas": [12, 26, 29, 30, 36, 40, 57, 140, 332], "tupl": [12, 62, 73, 82, 93, 99, 107, 110, 112, 117, 128, 135, 137, 155, 156, 168, 183, 337], "come": [12, 29, 68, 115, 294, 295, 322, 331, 332], "resdac": [12, 51, 103, 140, 146, 147], "ft": [12, 36, 37, 51, 54, 88, 112, 137, 138, 140, 148, 272, 273, 274, 275, 280, 281, 282, 291, 293], "accompani": [12, 51, 274, 275, 282, 291], "deliver": 12, "posess": 12, "2014": [12, 74, 102, 177, 192, 249, 258, 294, 295, 322, 331], "2016": [12, 33, 47, 48, 65, 71, 74, 85, 102, 177, 192, 249, 258, 294, 295, 322, 331, 335], "2018": [12, 27, 31, 74, 102, 140, 177, 192, 249, 258, 300, 322, 331], "unabl": 12, "complet": [12, 30], "old": [12, 30, 171], "ones": 12, "formal": [12, 31], "denomin": [12, 31, 74, 142], "unfortun": [12, 17], "almost": 12, "pair": 12, "mbsf_ab_summari": 12, "mbsf_d_cmpnt": 12, "mbsf_abcd_summari": 12, "medpar_all_fil": 12, "insult": 12, "injuri": 12, "prior": [12, 53, 102], "preprocess": [12, 44, 195, 196, 199, 200], "join": [12, 15, 64, 68, 115, 147, 173, 179, 289, 290], "bene_id": [12, 15, 103, 110, 111, 146, 147, 161], "intbid": 12, "qid": 12, "bid_5333": 12, "ssa_stat": 12, "state_cod": [12, 44, 173, 191], "bene_rsdnc_ssa_state_cd": 12, "medpar_bene_rsdnc_ssa_state_cd": 12, "bene_zip_cd": 12, "bene_zip": 12, "bene_mlg_cntct_zip_cd": 12, "medpar_bene_mlg_cntct_zip_cd": 12, "enrolyr": 12, "bene_enrollmt_ref_yr": 12, "rfrnc_yr": 12, "natur": [12, 15, 147], "sno": 12, "trace": 12, "per": [12, 29, 30, 36, 53, 57, 74, 135, 147, 182, 283, 284, 285, 286], "fix": [12, 51, 107, 110, 112, 139], "width": [12, 51, 110, 112, 138, 139], "human": 12, "difficult": 12, "pars": [12, 36, 51, 88, 90, 105, 107, 110, 112, 136, 138, 140, 169, 170, 280, 281], "partial": 12, "reli": 12, "known": [12, 33, 126, 332], "extarct": 12, "reader": [12, 51, 73, 74, 110, 112, 123, 127, 128, 166, 183], "mbsf": [12, 147], "hospit": [12, 15, 147], "medpar": [12, 147, 282, 283, 284, 291], "figur": [12, 20, 31], "visual": [12, 14, 36, 53, 102, 116], "full": [12, 19, 37, 44, 45, 73, 100, 110, 128, 140, 163, 207, 208, 212, 281, 311, 317, 332], "though": [12, 338], "divis": [12, 124], "pure": 12, "readabl": 12, "statement": [12, 16, 17, 156, 165, 209, 210, 231, 232, 247, 248, 258, 333], "string": [12, 14, 18, 34, 35, 73, 74, 76, 89, 96, 110, 124, 128, 160, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 316, 317, 318, 319, 320, 321, 322, 325, 326, 327, 328, 329, 330, 331], "integ": [12, 18, 47, 73, 78, 119, 128, 147], "ag": [12, 15, 27, 147], "last": [12, 47, 64, 65, 162, 183], "dai": [12, 20, 64, 83, 117, 147, 180, 336, 337], "race": [12, 27, 147], "rti_rac": 12, "triangl": [12, 147], "institut": [12, 147, 338], "hmo_ind": [12, 147], "advantag": [12, 338], "ma": [12, 48, 74, 124], "hmo_cvg_count": [12, 147], "yob": [12, 147], "calcul": [12, 30, 31, 53, 57, 74, 83, 84, 102, 116, 126, 147, 150, 228, 249, 258, 340], "id": [12, 13, 74, 78, 103, 124, 146, 151, 160, 163, 193, 199, 200, 203, 204, 280, 281], "ssa2": [12, 147, 177, 191], "fips2": [12, 18, 78, 119, 146, 147, 177, 191], "9": [12, 146, 173, 256, 257, 258, 322, 331], "split": [12, 35, 36, 168, 183], "zip4": [12, 147], "_p": [12, 36, 147, 285, 286], "latter": [12, 64], "fips3": [12, 18, 78, 119, 147, 177, 191], "absent": [12, 70], "happen": [12, 17, 94], "real": [12, 44, 63, 67, 259, 260], "essenti": 12, "care": [12, 135, 146, 147], "discrep": [12, 147], "race_rti": [12, 147], "duplciat": 12, "greater": [12, 73, 128, 162], "hll": [12, 54, 147, 184, 333], "topic": [12, 27, 117, 337], "yearli": 12, "track": 12, "elig": [12, 36, 61, 111, 146, 147, 161, 280, 281, 316, 317], "begin": [12, 30, 111, 161, 171, 184, 191], "address": [12, 18, 36, 44, 65, 332, 342], "sinc": [12, 30, 60, 87, 94], "volatil": [12, 184, 191], "usual": [12, 14, 29, 107, 110, 112, 164, 183, 197, 198, 205, 206, 207, 208, 209, 210, 211, 212, 219, 222, 227, 228, 231, 232, 233, 234, 241, 242, 247, 248, 249, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 294, 295, 296, 297, 298, 299, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 318, 319, 320, 321, 322, 331, 338], "analog": 12, "arguabl": 12, "less": [12, 17, 44, 63, 67, 332], "polici": [12, 18, 93], "arbitrari": 12, "ssa2_list": [12, 147], "ssa3_list": [12, 147], "associ": [12, 78, 129, 183, 276, 277, 278, 279], "fips3_is_approxim": [12, 147], "whether": [12, 47, 65, 71, 73, 74, 85, 89, 112, 128, 335], "fips3_valdi": [12, 147], "hmo": [12, 147], "mcr_ip_": [12, 147], "discharge_d": [12, 15, 146, 147], "adm_day_of_week": [12, 147], "diagnos": [12, 147], "major": [12, 184, 332], "diagnosi": [12, 15, 146], "pd_hll_hash": [12, 147], "icd_hll": [12, 147], "medicare_audit": [12, 147], "togeth": 12, "distinguish": 12, "precis": [12, 127], "qc_enrol": [12, 147, 290], "qc_admiss": [12, 147, 290], "percent": 12, "roughli": 12, "THEN": [12, 146, 147, 184, 191], "NOT": [12, 111, 134, 147, 161, 184, 191, 258], "ambigu": [12, 147], "els": [12, 146, 147, 173, 184, 191, 239, 326, 328], "end": [12, 47, 89, 110, 111, 112, 138, 146, 147, 161, 166, 171, 184, 191, 205, 206, 207, 208, 236, 237, 304, 305], "consistent_dob": [12, 147], "consistent_dod": [12, 147], "consistent_sex": [12, 147], "consistent_rac": [12, 147], "numrecord": [12, 147], "hll_add_agg": [12, 147, 184], "bigint": [12, 147, 184], "numdistinctbeneficari": [12, 147], "bene_hl": [12, 147], "superset": [12, 36, 333], "metric": 12, "hll_union_agg": 12, "filter": [12, 15, 20, 29, 57, 73, 83, 128, 147, 335], "AND": [12, 15, 111, 146, 147, 161, 173, 184, 191], "100": [12, 30, 55, 83, 147, 174, 182, 184, 193], "sum": [12, 31], "liter": [12, 145, 294, 295, 312, 313], "ok": [12, 73, 128, 147], "why": [12, 58], "appar": 12, "displai": [13, 53, 57, 82, 151, 259, 260], "period": [13, 151], "statu": [13, 138, 148, 151], "pid": [13, 94, 151, 163, 193], "verbos": [13, 14, 81, 89, 93, 96, 148, 172, 332], "dryrun": [13, 14, 22, 81, 93], "dry": [13, 56, 81, 93], "modif": [13, 14, 81, 93], "mount": 13, "sampl": [13, 15, 17, 22, 27, 29, 31, 35, 37, 45, 56, 57, 89], "callback": [13, 57, 110, 151, 193, 338], "dbactivitymonitor": [13, 151, 193], "get_act": [13, 85, 151], "msg": [13, 112, 138, 162], "whatev": 13, "nest": [14, 164], "subdirectori": [14, 164, 292, 293, 338], "crate": [14, 164], "o": [14, 57, 156, 163, 164, 342], "underscor": [14, 164], "_": [14, 65, 71, 75, 77, 81, 85, 88, 93, 95, 98, 105, 120, 125, 133, 151, 164, 178, 188, 239, 240, 258, 263, 328, 335], "idea": 14, "examin": [14, 269, 270, 292, 293], "loaderconfig": [14, 93, 132, 133, 140, 164], "via": [14, 22, 57, 94, 338], "expect": [14, 33, 61, 62, 70, 180, 181, 199, 200, 201, 202, 203, 204, 280, 281, 282, 291, 325, 326, 332, 336], "whitespac": 14, "manual": [14, 22, 26, 96], "edit": 14, "preserv": 14, "project_load": 14, "sloppi": [14, 93, 133, 233, 234, 277], "my_schema": 14, "valuabl": 14, "my_temp_schema": 14, "program": [14, 15, 17, 22, 27, 58, 147, 332], "increas": [14, 84, 116, 126, 340], "optim": [14, 15, 36, 114, 147, 249, 258], "10000": [14, 94, 128, 147, 166], "test_fil": [14, 74], "On": [14, 26, 30, 163, 338], "give": [14, 27, 107, 332], "modifi": [14, 57, 73, 153], "projectload": [14, 164], "advanc": [14, 178, 257, 338], "config": [14, 26, 47, 65, 334], "__doc__": 14, "instanti": [14, 85], "expens": [15, 17], "explain": 15, "understand": [15, 17, 103], "samplequeri": 15, "secondari": 15, "timestamp": [15, 44, 111, 161, 184], "bene_ag": 15, "admiss": [15, 36, 37, 110, 135, 142, 146, 147, 263, 280, 281, 282, 284, 289, 290, 291], "enrol": [15, 36, 61, 103, 142, 146, 147, 280, 281, 282, 285, 286, 289, 290, 291, 316, 317], "beneficiari": [15, 21, 36, 37, 61, 103, 111, 146, 147, 161, 280, 281, 282, 286, 289, 290, 291, 316, 317], "29620": 15, "29633": 15, "18": 15, "icd9": 15, "someth": [15, 31], "2962": 15, "fly": [15, 73, 128], "get": [15, 17, 26, 29, 30, 31, 57, 99, 163, 182, 342], "around": [15, 73, 114, 126, 128, 156, 231, 232, 247, 248, 294, 295, 333], "becom": [15, 29], "horribl": 15, "solut": [15, 338], "29621": 15, "uml": 15, "interest": [15, 74, 126, 153], "individu": [15, 36, 89, 153, 323, 324, 338], "want": [15, 17, 26, 29, 31, 74, 76, 228, 332], "enrolle": 15, "IN": [15, 184], "2963": 15, "peopl": 15, "who": 15, "desc": [15, 44, 110, 138, 147, 191], "renam": [16, 146, 333], "lookup": [16, 18], "helper": [16, 18, 36, 37, 57, 65, 71, 85, 290, 335, 342], "older": 17, "next": [17, 112], "home": [17, 33, 44, 64, 333, 342], "week": [17, 29], "million": 17, "easili": 17, "declar": [17, 111, 161, 171, 184, 191], "decid": [17, 29], "correctli": [17, 103], "ensur": [17, 19, 157, 211, 212, 241, 242, 249, 258, 265, 266, 267, 268, 280, 281, 282, 291, 294, 295, 322, 331, 338], "did": 17, "few": [17, 140, 332], "link": [17, 29, 31, 57, 93, 333], "plan": [17, 26, 27, 29, 30, 74, 147], "cost": 17, "tutori": 17, "minut": 17, "pai": [17, 147], "attent": [17, 338], "scan": 17, "unit": [18, 30, 44, 50, 53, 114], "usp": [18, 53, 57, 190, 333], "bureau": [18, 27, 53, 177], "econom": [18, 27, 177, 332], "depart": 18, "hous": [18, 27], "urban": 18, "offic": 18, "pd": 18, "ssa2fip": 18, "zip2fip": [18, 191], "hud_zip2fip": [18, 119, 190, 191], "zip_to_fip": [18, 191], "return": [18, 62, 64, 65, 68, 70, 71, 73, 74, 76, 77, 82, 83, 85, 93, 107, 110, 112, 114, 115, 117, 118, 124, 125, 126, 128, 129, 131, 132, 133, 136, 138, 150, 151, 153, 160, 162, 163, 164, 167, 169, 173, 180, 181, 182, 183, 184, 191, 193, 200, 239, 240, 263, 295, 326, 328, 335, 336, 337], "intersect": [18, 78], "sort": 18, "ratio": [18, 191], "residenti": 18, "divid": [18, 31, 74, 163], "total": [18, 29, 55, 83, 110, 147, 162], "entir": 18, "highest": 18, "12": [18, 29, 83, 146, 147, 190, 237, 256, 257, 258, 322, 326, 331], "zip_to_fips3": [18, 147, 191], "pad": 18, "zero": 18, "012": 18, "is_zip_to_fips_exact": [18, 147, 191], "bool": [18, 62, 65, 71, 73, 82, 85, 87, 89, 92, 93, 94, 99, 102, 112, 114, 128, 132, 144, 145, 148, 150, 166, 167, 184, 191, 335], "unambigu": 18, "validate_zip_fip": [18, 147, 191], "ever": [18, 21], "busi": 18, "depend": [19, 26, 57, 58, 153, 197, 198, 209, 210, 213, 214, 233, 234, 259, 260, 261, 262, 263, 264, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 283, 284, 285, 286, 287, 288, 289, 290, 298, 299, 318, 319, 320, 321, 333, 338], "climatologi": [19, 33, 37, 258, 332], "lab": [19, 33, 37, 258, 332], "With": 19, "docker": [19, 56, 57, 264, 333, 338], "regardless": 19, "signific": [19, 107], "testxx": 19, "cd": [19, 57], "further": [19, 31], "dbini": 19, "section_name_in_databas": 19, "foromeplatform": 19, "test_aq": [19, 37, 44, 45], "test_script": [19, 304, 305, 306, 307, 308, 309, 312, 313, 341], "test_cas": [19, 341], "aqs_test": 19, "annual": [19, 37, 45, 47, 50, 71, 73, 211, 212, 238, 239, 294, 295, 312, 313], "parameter_cod": [19, 44, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 300, 301, 304, 305, 306, 307], "pm25": [19, 37, 44, 45, 47, 50, 64, 65, 71, 117, 153, 173, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 294, 295, 300, 304, 305, 306, 307, 312, 313, 322, 323, 324, 326, 327, 328, 329, 330, 331, 337], "pm25_annual": [19, 211, 212], "2011": [19, 29, 31, 33, 47, 65, 71, 74, 85, 140, 177, 192, 249, 252, 255, 258, 282, 291, 294, 295, 322, 331, 335], "rememb": 19, "172": [19, 200, 239, 240, 246], "17": [19, 200, 239, 240, 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table_population Module", "The tables Module", "The task Module", "The tester Module", "The tigerweb Module", "The utils Module", "Utility functions", "The vacuum Module", "The validator Module", "The version Module", "The write_data Module", "The wustl_file_processor Module", "The zip2fips Module", "SQL to create direct ZIP => FIPS lookup table and helper functions", "The zip2zcta Module", "Example of using the database mounting tool", "Python Packages Included in the Platform", "Downloader of gridMET Data", "add_daily_data.cwl", "Uploader of the gridMET Data to the database", "add_data.cwl", "Tool aggregating a NetCDF grid file over shapes", "aggregate_daily.cwl", "Workflow to aggregate and ingest NetCDF files for one year", "aggregate_one_file.cwl", "Aggregates data in NetCDF file over given geographies", "aggregate_wustl.cwl", "Full EPA AirNow Processing Pipeline (including downloading shapefiles)", "Full AirNowProcessing Pipeline (with shapefiles on local file system)", "airnow_local_shapes.cwl", "airnow.cwl", "Utility to grant read (SELECT) privilege to all users in NSAPH admin role", "alter_database.cwl", "Full EPA AQS Processing Pipeline", "aqs.cwl", "Model YAML Writer", "build_gridmet_model.cwl", "census_assemble.cwl", "census_assemble.cwl", "census_density.cwl", "census_density.cwl", "census_ingest.cwl", "Sub-workflow store from census_ingest.cwl", "CWL sub-workflow for step store of workflow census_ingest.cwl", "census_ingest.cwl", "census_interpolate.cwl", "census_interpolate.cwl", "census_qc.cwl", "census_qc.cwl", "census_workflow.cwl", "census_workflow.cwl", "census_write.cwl", "census_write.cwl", "Workflow to grant read (SELECT) privilege to all users in NSAPH admin role", "change_owner.cwl", "Table/View Initializer", "create.cwl", "Downloader of gridMET Data", "Downloader of AirNow Data", "download_airnow.cwl", "Downloader of AQS Data", "download_aqs.cwl", "download.cwl", "Resource Loader", "ensure_resource.cwl", "Downloader of AQS Data", "expand_aqs.cwl", "Downloads Shape files from US Census website for a given year or the closest one", "get_shapes.cwl", "Workflow to grant read (SELECT) privilege to all users in NSAPH admin role", "grant.cwl", "Pipeline to aggregate data from Climatology Lab", "Sub-workflow init_tables from gridmet.cwl", "CWL sub-workflow for step init_tables of workflow gridmet.cwl", "gridMET Pipeline", "Sub-workflow process from gridmet_dwnl_only.cwl", "CWL sub-workflow for step process of workflow gridmet_dwnl_only.cwl", "gridmet_dwnl_only.cwl", "Workflow to aggregate and ingest one gridMET file in NetCDF format", "gridmet_one_file.cwl", "gridmet.cwl", "Index Builder", "index.cwl", "Universal uploader of the tabular data to the database", "Workflow to load Medicaid data from files", "ingest_cms.cwl", "ingest.cwl", "Database initializer", "initcoredb.cwl", "Database initializer", "initdb.cwl", "Introspector for downloaded data file", "introspect.cwl", "Sample arguments to test gridMET Climate Workflow", "Patient Summary Loader", "load_raw_medicaid.cwl", "Loader for raw CMS Medicare data", "load_raw_medicare.cwl", "Materialized View Creator", "matview.cwl", "Materialized View Creator", "mcr2015.cwl", "Full Medicaid Processing Pipeline", "medicaid.cwl", "Medicare data ingestion and processing pipeline", "Process Medicare inpatient admissions data inside the database", "medicare_admissions.cwl", "Medicare Beneficiaries data in-database processing pipeline", "medicare_beneficiaries.cwl", "Medicare raw data federation tool", "medicare_combine_tables.cwl", "Creates helper tables for Medicare QC", "medicare_qc.cwl", "medicare.cwl", "FTS Parser", "parse_fts.cwl", "Pipeline to aggregate data in NetCDF format over given geographies", "pm25_yearly_download.cwl", "Generic Table (View/Materialized View) Initializer", "reset.cwl", "Runs an SQL Test Script, presumably generated by DBT Utility", "run_test.cwl", "Sample arguments to AirNow pipeline", "Sample arguments to AQS pipeline", 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13, 17, 19, 21, 57, 93, 94, 133, 134, 147, 151, 185, 193, 280, 281, 333, 338], "manag": [0, 2, 7, 13, 14, 17, 19, 54, 56, 57, 58, 94, 146, 147, 183, 193, 332, 333, 338], "its": [0, 7, 11, 22, 30, 50, 57, 65, 71, 83, 85, 107, 110, 114, 117, 162, 163, 332, 333, 335, 337], "assum": [0, 3, 7, 19, 57, 76, 93, 133, 153, 233, 234, 282, 283, 284, 285, 286, 291, 333, 338], "oper": [0, 7, 11, 12, 15, 17, 114, 147, 332, 338], "doe": [0, 10, 12, 14, 15, 73, 128, 136, 139, 147, 163, 264], "databas": [0, 1, 2, 5, 11, 14, 16, 18, 19, 36, 37, 49, 53, 54, 56, 58, 69, 78, 81, 89, 93, 96, 102, 107, 116, 118, 121, 122, 133, 138, 140, 143, 150, 151, 156, 157, 159, 160, 164, 177, 184, 191, 195, 196, 198, 205, 206, 207, 208, 209, 210, 211, 212, 219, 220, 221, 222, 227, 228, 231, 232, 233, 234, 241, 242, 247, 248, 249, 250, 251, 252, 255, 256, 257, 258, 259, 260, 262, 263, 264, 266, 268, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 284, 286, 287, 288, 289, 290, 291, 294, 295, 296, 297, 298, 299, 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36, 51, 65, 70, 71, 74, 80, 85, 112, 117, 126, 129, 138, 148, 180, 274, 275, 294, 295, 312, 313, 332, 333, 335, 336, 337, 338], "document": [0, 1, 2, 7, 11, 12, 15, 17, 20, 23, 26, 29, 30, 33, 44, 51, 56, 65, 71, 73, 74, 75, 77, 81, 83, 85, 88, 93, 95, 98, 103, 105, 120, 125, 128, 133, 146, 151, 178, 188, 280, 281, 294, 295, 312, 313, 316, 317, 332, 335], "If": [0, 6, 7, 10, 11, 12, 14, 15, 17, 19, 20, 26, 29, 31, 40, 53, 57, 64, 65, 71, 73, 74, 75, 77, 81, 85, 88, 93, 95, 98, 102, 103, 105, 112, 113, 120, 124, 125, 126, 128, 129, 133, 151, 153, 163, 178, 188, 195, 196, 292, 293, 332, 335], "exist": [0, 5, 7, 10, 12, 14, 18, 19, 23, 47, 58, 65, 73, 74, 93, 111, 117, 128, 133, 134, 147, 150, 153, 161, 180, 184, 191, 258, 336, 337], "creat": [0, 1, 2, 3, 10, 11, 14, 16, 18, 19, 26, 27, 29, 30, 31, 36, 37, 40, 53, 54, 57, 58, 65, 68, 70, 71, 73, 74, 75, 77, 78, 81, 85, 88, 93, 95, 98, 99, 101, 103, 105, 108, 110, 111, 115, 119, 120, 124, 125, 126, 128, 129, 133, 134, 136, 146, 147, 150, 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164, 171, 172, 178, 179, 180, 181, 183, 188, 189, 195, 197, 198, 199, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 217, 219, 220, 222, 223, 225, 227, 228, 229, 231, 232, 233, 234, 235, 236, 237, 238, 239, 241, 242, 243, 244, 245, 247, 248, 249, 250, 252, 253, 256, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 302, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 316, 317, 318, 319, 320, 321, 322, 323, 326, 327, 328, 329, 331, 333, 335, 336, 337], "somewher": 0, "your": [0, 15, 17, 19, 26, 29, 30, 31, 57, 58, 74, 76], "local": [0, 3, 7, 8, 9, 10, 17, 22, 37, 44, 45, 57, 70, 207, 249, 258, 294, 295, 312, 313, 338, 341], "take": [0, 11, 12, 17, 29, 30, 53, 113, 135, 338], "3": [0, 3, 7, 10, 11, 13, 15, 18, 19, 61, 62, 74, 78, 83, 117, 119, 124, 129, 146, 147, 151, 153, 190, 191, 210, 240, 256, 257, 258, 322, 331, 337], "line": [0, 1, 2, 5, 7, 10, 12, 13, 22, 23, 34, 35, 53, 56, 57, 65, 70, 71, 73, 77, 83, 84, 85, 86, 88, 91, 93, 102, 108, 110, 113, 116, 125, 127, 128, 129, 133, 136, 138, 140, 150, 151, 154, 156, 157, 164, 165, 169, 170, 176, 189, 199, 200, 201, 202, 203, 204, 205, 208, 245, 246, 249, 256, 257, 258, 294, 295, 329, 330, 332, 333, 335, 340], "paramet": [0, 2, 3, 5, 7, 12, 13, 14, 17, 44, 47, 54, 57, 62, 64, 65, 68, 70, 71, 72, 73, 74, 75, 76, 77, 81, 82, 83, 85, 88, 89, 93, 95, 96, 98, 105, 110, 112, 113, 114, 115, 117, 118, 120, 124, 125, 126, 128, 129, 132, 133, 138, 146, 150, 151, 153, 154, 156, 160, 162, 163, 164, 171, 178, 180, 181, 182, 183, 188, 189, 193, 205, 206, 207, 208, 211, 212, 233, 234, 236, 237, 238, 239, 243, 244, 249, 258, 282, 291, 294, 295, 304, 305, 306, 307, 308, 309, 322, 331, 335, 336, 337, 338], "url": [0, 7, 73, 76, 117, 128, 153, 177, 180, 336, 337], "path": [0, 5, 7, 10, 12, 13, 14, 19, 30, 33, 47, 62, 65, 68, 73, 74, 81, 82, 83, 84, 88, 89, 91, 93, 95, 96, 100, 105, 110, 112, 113, 115, 116, 117, 118, 127, 128, 133, 140, 143, 144, 153, 156, 164, 166, 170, 180, 183, 193, 195, 196, 197, 198, 199, 200, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 219, 222, 227, 228, 231, 232, 233, 234, 241, 242, 243, 244, 247, 248, 249, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 318, 319, 320, 321, 322, 323, 324, 327, 328, 331, 332, 335, 336, 337, 340, 341], "In": [0, 2, 3, 6, 10, 12, 13, 14, 18, 19, 20, 22, 26, 27, 29, 30, 31, 64, 66, 73, 103, 128, 164, 332, 338], "root": [0, 7, 8, 9, 90, 99, 136], "directori": [0, 2, 5, 7, 10, 12, 17, 19, 33, 36, 40, 47, 56, 57, 58, 64, 65, 71, 73, 81, 83, 88, 89, 93, 96, 113, 117, 128, 129, 133, 136, 140, 156, 164, 169, 180, 182, 195, 196, 199, 200, 201, 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316, 317, 319, 320, 322, 323, 327, 328, 329, 330, 331, 333, 338, 340], "m": [0, 5, 7, 10, 11, 13, 14, 17, 19, 26, 33, 47, 55, 57, 83, 89, 96, 113, 146, 147, 162, 198, 200, 204, 210, 214, 216, 218, 224, 226, 230, 234, 237, 242, 244, 246, 249, 258, 260, 264, 266, 268, 270, 273, 275, 288, 293, 297, 299, 303, 319, 321, 328], "apprunn": 0, "app_run_gener": 0, "githuburl": 0, "outputfil": 0, "branch": [0, 69], "zip2zcta_master_xwalk": 0, "master": [0, 103, 117, 126, 134, 146, 147, 192, 337], "zip": [0, 2, 5, 7, 10, 11, 12, 14, 15, 16, 18, 21, 33, 34, 35, 48, 53, 57, 62, 64, 66, 68, 73, 78, 82, 84, 93, 102, 115, 116, 117, 128, 129, 133, 135, 146, 147, 180, 184, 190, 192, 195, 196, 199, 200, 201, 202, 203, 204, 239, 245, 246, 249, 252, 255, 256, 257, 258, 265, 266, 267, 268, 280, 281, 294, 295, 302, 303, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 333, 336, 337], "zcta": [0, 10, 27, 31, 34, 35, 44, 53, 57, 62, 78, 84, 116, 192, 201, 202, 205, 208, 245, 246, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 329, 330, 333, 341], "crosswalk": [0, 6, 7, 18, 57, 147, 177, 192, 333], "output": [0, 2, 13, 14, 19, 33, 35, 37, 44, 45, 50, 62, 64, 70, 73, 74, 81, 83, 88, 89, 93, 96, 105, 128, 129, 136, 138, 151, 153, 156, 160, 169, 180, 192, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 216, 218, 221, 222, 224, 226, 228, 230, 232, 234, 237, 239, 240, 242, 244, 246, 248, 251, 254, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 305, 307, 309, 311, 313, 317, 319, 321, 324, 326, 328, 330, 331, 332, 335, 336], "result": [0, 2, 7, 11, 12, 26, 29, 33, 36, 47, 50, 54, 57, 62, 65, 71, 73, 84, 85, 108, 116, 118, 138, 140, 156, 167, 180, 203, 204, 213, 214, 228, 292, 293, 332, 335, 336, 338, 340, 342], "current": [0, 2, 3, 7, 12, 13, 14, 20, 26, 27, 29, 31, 40, 57, 74, 151, 162, 163, 166, 182, 332], "do": [0, 2, 7, 11, 12, 13, 14, 15, 17, 20, 26, 30, 31, 40, 60, 81, 93, 133, 135, 139, 249, 257, 258, 308, 309, 322, 331, 342], "same": [0, 2, 3, 4, 6, 7, 10, 11, 14, 18, 29, 57, 73, 89, 112, 113, 128, 147, 166, 332, 338], "v": [0, 33, 55, 58, 83, 110, 127, 128, 156, 166, 258, 326, 328], "pwd": 0, "tmp": 0, "work": [0, 2, 7, 8, 9, 15, 23, 29, 31, 36, 53, 58, 64, 89, 96, 156, 249, 258, 264, 294, 295, 332, 338], "forom": [0, 10, 35, 40, 57, 59, 264], "case": [0, 3, 4, 11, 12, 22, 73, 89, 96, 113, 128, 146, 147, 191], "main": [0, 2, 7, 10, 11, 19, 23, 35, 44, 46, 59, 64, 73, 79, 86, 90, 129, 149, 151, 153, 159, 186, 187, 201, 202, 228, 294, 295, 312, 313], "workflow": [0, 2, 4, 7, 11, 23, 33, 35, 36, 41, 44, 49, 54, 57, 58, 91, 113, 195, 196, 202, 205, 206, 207, 208, 211, 212, 219, 222, 227, 228, 232, 248, 249, 252, 255, 257, 258, 263, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 289, 290, 291, 294, 295, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 322, 328, 330, 331, 333, 338], "subworkflow": 0, "common": [0, 1, 2, 10, 31, 54, 57, 65, 71, 93, 135, 141, 144, 151, 258, 287, 288, 295, 313, 332, 338], "deriv": 0, "from": [0, 1, 2, 3, 6, 7, 8, 9, 10, 11, 12, 15, 16, 17, 18, 19, 26, 29, 30, 31, 33, 34, 35, 37, 40, 41, 42, 44, 47, 48, 51, 53, 55, 56, 57, 58, 61, 64, 65, 68, 70, 71, 73, 74, 75, 77, 78, 81, 83, 85, 88, 91, 93, 94, 95, 98, 102, 103, 105, 107, 108, 111, 115, 117, 120, 125, 126, 128, 129, 133, 138, 140, 142, 146, 147, 151, 153, 154, 159, 161, 164, 165, 167, 169, 171, 173, 177, 178, 179, 183, 184, 188, 189, 190, 191, 192, 193, 201, 202, 205, 206, 207, 208, 211, 212, 231, 232, 235, 236, 237, 238, 239, 240, 243, 244, 246, 247, 248, 256, 257, 258, 263, 272, 273, 274, 275, 283, 284, 285, 286, 291, 294, 295, 296, 297, 298, 299, 300, 304, 305, 307, 309, 311, 312, 313, 326, 329, 330, 331, 332, 333, 334, 335, 337, 338, 342], "domain": [0, 2, 5, 11, 14, 48, 57, 58, 81, 93, 101, 120, 123, 132, 133, 179, 195, 196, 197, 198, 207, 208, 212, 213, 214, 221, 222, 228, 233, 234, 249, 250, 251, 256, 257, 258, 259, 260, 261, 262, 263, 264, 272, 273, 276, 277, 279, 281, 284, 286, 290, 295, 296, 297, 308, 309, 314, 317, 318, 319, 328, 331, 332], "kei": [0, 3, 7, 19, 23, 47, 64, 65, 69, 70, 73, 74, 76, 94, 99, 111, 112, 161, 205, 206, 207, 208, 228, 236, 237, 300, 302, 303, 304, 305], "repositori": [0, 9, 22, 57, 294, 295, 312, 313], "refer": [0, 3, 6, 7, 11, 19, 54, 55, 57, 68, 73, 83, 103, 115, 128, 146, 147, 249, 258, 294, 295], "implement": [0, 2, 7, 10, 12, 13, 19, 20, 29, 57, 65, 71, 74, 77, 83, 85, 93, 107, 117, 125, 126, 133, 164, 180, 332, 333, 335, 336, 337, 338, 342], "built": [0, 5, 10, 11, 13, 14, 15, 57, 81, 93, 105, 170, 333, 338], "runner": [0, 8, 9, 10, 19, 35, 57, 89, 196, 198, 200, 202, 204, 205, 207, 208, 211, 212, 214, 216, 218, 222, 224, 228, 230, 234, 237, 239, 240, 242, 244, 246, 249, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 305, 307, 309, 311, 313, 317, 319, 321, 324, 326, 328, 330, 331], "path_to_your_connection_def_fil": 0, 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338], "introspect": [1, 2, 37, 56, 58, 89, 93, 105, 127, 133, 164, 205, 206, 207, 208, 211, 212, 333], "raw": [1, 10, 19, 33, 35, 36, 37, 64, 83, 137, 138, 140, 170, 249, 258, 262, 263, 275, 280, 281, 282, 283, 284, 285, 286, 288, 291, 292, 293, 294, 295, 322, 331, 335], "file": [1, 2, 3, 5, 8, 9, 10, 13, 14, 15, 18, 19, 23, 26, 27, 29, 30, 33, 34, 35, 36, 37, 40, 41, 44, 45, 47, 54, 57, 58, 62, 64, 65, 66, 68, 70, 71, 72, 73, 74, 81, 83, 88, 89, 91, 93, 94, 95, 96, 97, 102, 103, 104, 105, 107, 111, 112, 113, 115, 116, 117, 118, 127, 128, 129, 131, 132, 133, 134, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 148, 153, 154, 155, 156, 157, 159, 160, 161, 164, 166, 169, 170, 171, 173, 174, 178, 180, 182, 183, 184, 189, 191, 192, 193, 195, 196, 197, 198, 200, 202, 204, 205, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 246, 247, 248, 249, 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248, 320, 321, 333, 338], "random": [1, 51, 103, 136, 140, 169, 310, 311, 320, 321], "csv": [1, 2, 5, 7, 10, 11, 14, 22, 30, 33, 51, 54, 57, 62, 64, 69, 73, 74, 83, 93, 110, 112, 128, 133, 136, 138, 139, 148, 164, 166, 169, 180, 183, 197, 198, 199, 200, 203, 204, 216, 228, 229, 230, 244, 249, 258, 261, 263, 264, 294, 295, 333, 335, 336], "like": [1, 7, 10, 14, 15, 17, 19, 22, 30, 31, 57, 73, 128, 147, 151, 164, 166, 332, 333], "loader": [1, 7, 11, 12, 13, 14, 22, 29, 37, 51, 87, 93, 133, 137, 140, 143, 151, 193, 197, 198, 233, 234, 242, 259, 260, 261, 262, 263, 264, 273, 275, 296, 297, 318, 319, 333], "subclass": [1, 65, 71, 75, 77, 81, 83, 85, 88, 93, 95, 98, 105, 120, 125, 133, 137, 151, 154, 178, 180, 188, 189, 335, 336], "awar": [1, 137], "structur": [1, 7, 12, 14, 22, 23, 29, 30, 33, 51, 54, 56, 64, 74, 129, 137, 164, 183, 342], "match": [1, 6, 7, 11, 14, 68, 99, 103, 115, 137, 143, 144, 163, 164, 342], "dat": [1, 110, 137, 138, 140, 148, 274, 275, 282, 291], "test": [1, 26, 37, 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255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 300, 301, 303, 305, 307, 309, 310, 311, 313, 317, 319, 321, 324, 326, 328, 330, 331, 332, 336, 339, 340, 341], "1999": [1, 30, 33, 47, 65, 71, 85, 111, 142, 143, 161, 215, 216, 223, 224, 249, 252, 255, 258, 335], "2010": [1, 19, 31, 74, 83, 102, 142, 143, 147, 191, 192, 249, 258, 294, 295, 308, 309, 312, 313, 322, 331], "mcr_sas2db": 1, "sa": [1, 2, 11, 12, 14, 36, 51, 54, 112, 142, 143, 144, 164, 174, 282, 291], "7bdat": [1, 12, 142, 143, 144], "mcr_sas2yaml": 1, "introspector": [1, 2, 22, 37, 144, 270], "code": [1, 2, 6, 7, 10, 11, 13, 14, 15, 21, 25, 26, 29, 31, 33, 34, 35, 36, 47, 53, 56, 57, 62, 64, 65, 66, 68, 70, 71, 73, 74, 78, 82, 103, 108, 115, 117, 129, 131, 135, 146, 147, 150, 177, 180, 182, 183, 191, 192, 195, 196, 197, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 211, 212, 213, 215, 217, 219, 220, 223, 225, 227, 228, 229, 231, 233, 235, 236, 237, 238, 239, 241, 243, 244, 245, 247, 249, 250, 252, 253, 255, 256, 257, 258, 259, 261, 262, 265, 266, 267, 268, 269, 272, 274, 276, 278, 280, 281, 282, 283, 285, 287, 289, 292, 294, 295, 296, 298, 302, 304, 305, 306, 307, 308, 309, 310, 312, 313, 314, 316, 318, 320, 322, 323, 325, 327, 328, 329, 330, 331, 332, 336, 337, 338, 342], "wa": [1, 11, 12, 31, 57, 147, 163], "written": [1, 7, 22, 30, 57, 73, 96, 128, 144, 160, 228, 332, 338], "try": [1, 10, 17, 19, 31], "extract": [1, 11, 12, 15, 44, 48, 51, 54, 57, 65, 71, 73, 75, 77, 78, 81, 85, 88, 93, 95, 98, 105, 110, 117, 120, 125, 128, 133, 140, 146, 147, 151, 173, 178, 184, 188, 280, 281, 335, 337], "corrupt": [1, 7], "2015": [1, 12, 33, 47, 65, 71, 74, 85, 102, 147, 177, 192, 249, 258, 278, 279, 294, 295, 322, 331, 335], "ultim": 1, "attempt": [1, 6, 11, 103], "unsuccess": 1, "transfer": [1, 2, 11, 12, 54, 73, 88, 105, 112, 170, 280, 281, 292, 293], "summari": [1, 11, 27, 36, 37, 41, 54, 57, 88, 105, 110, 112, 135, 142, 147, 170, 273, 280, 281, 282, 283, 284, 285, 286, 291, 292, 293], "plain": [1, 11, 40, 51], "text": [1, 3, 11, 12, 44, 51, 65, 71, 73, 75, 77, 81, 85, 88, 89, 93, 95, 98, 105, 107, 120, 125, 128, 133, 145, 151, 156, 178, 184, 188, 191, 335], "number": [1, 5, 7, 11, 12, 14, 18, 21, 27, 29, 51, 53, 54, 84, 89, 93, 107, 110, 112, 116, 126, 133, 138, 146, 147, 182, 193, 197, 198, 261, 264, 272, 273, 274, 275, 283, 284, 332, 340], "row": [1, 11, 51, 64, 73, 74, 96, 112, 114, 118, 123, 127, 128, 150, 156, 157, 173, 180, 183, 193, 333], "size": [1, 5, 7, 11, 14, 51, 73, 84, 93, 94, 112, 116, 117, 124, 128, 133, 156, 163, 197, 198, 261, 264, 272, 273, 274, 275, 340], "start": [1, 7, 10, 11, 14, 23, 30, 47, 51, 65, 71, 75, 77, 81, 85, 88, 89, 93, 95, 98, 105, 110, 112, 120, 125, 133, 138, 151, 166, 178, 188, 205, 206, 207, 208, 236, 237, 304, 305, 335], "posit": [1, 11, 51, 73, 91, 110, 112, 128, 210, 214, 228, 239, 240, 244, 258, 303], "length": [1, 11, 51, 96, 112, 147], "charact": [1, 6, 11, 12, 18, 51, 65, 71, 73, 75, 77, 81, 85, 88, 93, 95, 98, 105, 120, 125, 128, 133, 147, 151, 178, 184, 188, 335], "numer": [1, 6, 7, 11, 12, 29, 31, 44, 51, 74, 89, 110, 126, 147, 160, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 304, 305, 306, 307], "date": [1, 6, 7, 10, 11, 12, 15, 19, 20, 35, 36, 47, 48, 51, 63, 64, 65, 67, 70, 83, 89, 102, 103, 112, 129, 146, 147, 180, 195, 196, 199, 200, 203, 204, 205, 206, 207, 208, 236, 237, 249, 256, 257, 258, 304, 305, 308, 309, 335], "teh": [2, 6, 10, 53, 83, 153, 199, 200, 203, 204, 294, 295, 312, 313], "subpackag": [2, 333], "wide": [2, 57, 332, 338], "api": [2, 19, 22, 23, 27, 29, 30, 31, 47, 53, 56, 57, 62, 63, 64, 65, 67, 76, 102, 151, 153, 167, 182, 183, 205, 206, 207, 208, 228, 236, 237, 300, 302, 303, 304, 305, 333, 342], "initi": [2, 3, 11, 37, 65, 71, 74, 85, 107, 121, 122, 153, 160, 184, 228, 234, 262, 263, 266, 268, 283, 284, 285, 286, 297, 335, 342], "log": [2, 5, 7, 11, 13, 14, 19, 35, 73, 74, 75, 93, 98, 125, 128, 133, 138, 151, 160, 162, 184, 188, 193, 196, 197, 198, 199, 200, 202, 203, 204, 207, 208, 209, 210, 212, 213, 214, 215, 216, 217, 218, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 232, 233, 234, 235, 236, 237, 240, 241, 242, 243, 244, 248, 251, 254, 255, 257, 258, 259, 260, 261, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 277, 279, 281, 284, 286, 287, 288, 290, 291, 292, 293, 295, 296, 297, 298, 299, 302, 303, 305, 307, 309, 311, 313, 317, 318, 319, 320, 321, 323, 324, 328, 331], "connect": [2, 5, 7, 13, 14, 19, 56, 57, 58, 81, 89, 93, 96, 99, 101, 118, 120, 123, 132, 149, 156, 157, 167, 168, 173, 193, 197, 198, 205, 206, 207, 208, 209, 210, 211, 212, 219, 220, 221, 222, 227, 228, 231, 232, 233, 234, 238, 239, 241, 242, 247, 248, 249, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 294, 295, 296, 297, 298, 299, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 318, 319, 320, 321, 322, 331, 332, 333, 338], "db": [2, 5, 7, 13, 14, 60, 81, 87, 89, 93, 96, 118, 130, 156, 173, 193, 198, 210, 220, 221, 222, 234, 242, 258, 260, 264, 266, 268, 273, 275, 288, 297, 299, 319, 321], "wrapper": [2, 57, 65, 71, 73, 85, 114, 128, 134, 182, 231, 232, 247, 248, 294, 295, 333, 335, 337, 338, 342], "read": [2, 7, 12, 17, 27, 29, 31, 36, 37, 51, 57, 73, 97, 107, 110, 112, 128, 131, 138, 140, 144, 153, 155, 177, 183, 192, 210, 232, 248, 258, 342], "transpar": 2, "over": [2, 5, 7, 10, 14, 15, 19, 27, 33, 34, 35, 37, 50, 53, 57, 62, 78, 83, 93, 133, 147, 154, 180, 195, 196, 200, 201, 202, 204, 228, 249, 256, 257, 258, 295, 312, 313, 322, 327, 328, 329, 330, 331, 332, 335, 336], "ssh": [2, 3, 17, 94], "tunnel": [2, 3, 17, 94], "when": [2, 3, 6, 7, 10, 11, 12, 14, 17, 19, 29, 30, 31, 36, 53, 73, 103, 107, 112, 124, 128, 146, 147, 151, 153, 162, 163, 181, 191, 249, 258, 279, 295, 332, 333, 338], "also": [2, 3, 4, 5, 7, 10, 11, 12, 13, 14, 15, 17, 19, 21, 22, 23, 26, 30, 33, 36, 53, 57, 70, 76, 93, 96, 102, 103, 108, 110, 114, 116, 133, 136, 151, 153, 169, 199, 200, 203, 204, 265, 266, 267, 268, 292, 293, 294, 295, 312, 313, 332, 333, 338], "fip": [2, 6, 7, 10, 11, 16, 18, 25, 57, 68, 74, 78, 115, 129, 131, 147, 177, 190, 199, 200, 203, 204, 228, 265, 266, 267, 268, 280, 281, 333], "u": [2, 3, 5, 10, 11, 12, 14, 15, 17, 20, 23, 26, 27, 30, 31, 33, 34, 35, 37, 54, 57, 62, 78, 94, 102, 108, 131, 146, 147, 150, 201, 202, 205, 208, 246, 256, 257, 329, 330, 333], "state": [2, 6, 11, 12, 13, 15, 18, 20, 25, 27, 29, 36, 48, 53, 57, 64, 74, 78, 103, 108, 111, 131, 135, 146, 147, 150, 151, 161, 177, 191, 192, 215, 216, 227, 228, 280, 281, 283, 284, 285, 286, 333], "repres": [2, 7, 11, 12, 36, 64, 74, 107, 108, 114, 138, 151, 332], "dictionari": [2, 7, 44, 46, 64, 73, 83, 108, 110, 112, 128, 136, 169, 203, 204, 294, 295, 335], "pg_keyword": 2, "keyword": 2, "etc": [2, 7, 11, 14, 15, 20, 22, 33, 65, 71, 114, 117, 129, 164, 180, 336, 337, 342], "load": [2, 5, 7, 18, 26, 29, 37, 40, 56, 58, 81, 93, 103, 132, 133, 140, 143, 164, 178, 183, 241, 242, 263, 265, 266, 267, 268, 272, 273, 274, 275, 278, 279, 280, 281, 282, 291, 333], "manipul": [2, 14, 58, 81, 93, 99, 138, 146, 194, 338], "focus": 2, "actual": [2, 11, 12, 14, 20, 22, 33, 129, 135, 138, 294, 295, 332, 338], "medallion": 2, "architectur": [2, 10, 40, 57, 58], "paradigm": [2, 57, 74], "databrick": 2, "concept": 2, "just": [2, 10, 14, 15, 19, 22, 57, 178, 183, 195, 196], "defin": [2, 3, 6, 7, 11, 12, 17, 18, 20, 22, 31, 33, 36, 53, 65, 70, 71, 74, 75, 77, 81, 83, 85, 88, 93, 94, 95, 98, 102, 105, 120, 125, 126, 129, 133, 135, 151, 153, 154, 178, 180, 182, 188, 233, 234, 257, 272, 273, 332, 335, 336, 338], "graph": [2, 104, 179, 332], "transform": [2, 3, 6, 7, 22, 54, 57, 73, 82, 84, 116, 117, 128, 147, 156, 287, 288, 332, 337, 340], "intermedi": [2, 11, 84, 116, 147, 340], "materi": [2, 7, 11, 12, 18, 37, 93, 146, 147, 191, 233, 234, 277, 279, 285, 286, 297], "sens": [2, 12, 338, 342], "more": [2, 8, 9, 10, 11, 12, 14, 17, 21, 27, 29, 30, 31, 36, 40, 53, 54, 57, 58, 64, 65, 71, 78, 84, 85, 103, 110, 116, 117, 124, 129, 151, 153, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 304, 305, 306, 307, 318, 319, 332, 333, 335, 337, 340], "flexibl": 2, "than": [2, 6, 7, 11, 12, 14, 29, 44, 57, 63, 64, 67, 73, 78, 107, 124, 128, 129, 147, 153, 162, 163, 338], "dlt": 2, "most": [2, 3, 5, 7, 11, 12, 14, 17, 31, 53, 65, 71, 93, 102, 116, 129, 133, 135, 332, 333, 338], "definit": [2, 5, 7, 14, 23, 30, 54, 81, 93, 99, 138, 183, 332], "py": [2, 4, 7, 17, 30, 79, 89, 91, 96, 113, 151, 156, 193, 291, 305, 307, 309, 311, 313], "anoth": [2, 6, 7, 12, 16, 20, 41, 57, 132, 163, 164, 292, 293, 333], "insert": [2, 7, 111, 133, 146, 147, 161, 284], "handl": [2, 7, 31, 36, 44, 65, 71, 76, 77, 83, 85, 93, 125, 133, 140, 142, 143, 144, 282, 335], "parallel": [2, 5, 14, 93, 107, 129, 133, 180, 205, 208, 249, 258, 294, 295, 332, 336], "auxiliari": 2, "perform": [2, 7, 10, 11, 12, 13, 14, 15, 36, 47, 57, 65, 73, 128, 138, 151, 332, 338], "variou": [2, 11, 50, 57, 73, 99, 128, 332, 338, 342], "mainten": 2, "task": [2, 32, 33, 44, 46, 62, 70, 83, 107, 129, 335], "index_build": [2, 259, 260], "build": [2, 7, 11, 12, 14, 20, 58, 65, 71, 85, 120, 151, 259, 260, 262, 263, 276, 277, 278, 279, 282, 283, 284, 285, 286, 291, 335, 338], "indic": [2, 11, 12, 14, 16, 17, 20, 27, 44, 56, 74, 89, 93, 120, 126, 146, 147, 257, 259, 260, 262, 263, 276, 277, 278, 279, 283, 284, 285, 286], "given": [2, 4, 10, 11, 12, 13, 14, 17, 18, 19, 20, 31, 35, 37, 48, 50, 53, 57, 73, 76, 82, 83, 89, 93, 94, 102, 103, 107, 112, 113, 114, 117, 129, 132, 133, 136, 138, 143, 144, 147, 151, 153, 156, 162, 163, 164, 180, 183, 193, 195, 196, 199, 200, 201, 202, 204, 205, 208, 246, 256, 257, 282, 291, 295, 298, 299, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 336, 337], "conveni": [2, 11], "function": [2, 3, 6, 7, 13, 14, 15, 16, 23, 26, 30, 36, 40, 57, 73, 74, 76, 77, 103, 114, 117, 121, 122, 124, 126, 128, 147, 151, 162, 163, 164, 183, 265, 266, 267, 268, 333, 337, 338], "dataread": [2, 123, 183], "fst": [2, 5, 7, 14, 17, 22, 40, 54, 57, 93, 133, 164, 166, 183, 342], "other": [2, 6, 7, 10, 11, 12, 18, 22, 30, 57, 68, 73, 74, 83, 96, 103, 115, 147, 162, 163, 164, 332, 335, 338, 342], "word": [2, 12], "uniform": [2, 12, 283, 284, 285, 286, 287, 288], "interfac": [2, 23, 57, 77, 93, 112, 166, 183, 332, 338], "columnar": [2, 127], "potenti": [2, 20, 50, 55, 83], "differ": [2, 3, 7, 11, 12, 19, 29, 57, 135, 183, 233, 234, 292, 293, 332, 333, 338], "miscellan": 2, "base": [2, 7, 8, 9, 11, 12, 14, 15, 20, 22, 26, 29, 30, 73, 74, 81, 84, 89, 93, 102, 110, 116, 128, 151, 164, 167, 183, 240, 283, 284, 338, 340, 342], "infer": [2, 12, 18, 22, 93, 127, 133, 189, 205, 206, 207, 208, 211, 212, 333], "data_load": [2, 5, 11, 87, 197, 198, 233, 234, 261, 264, 272, 273, 296, 297], "": [2, 4, 5, 7, 12, 14, 27, 29, 33, 47, 53, 54, 55, 64, 65, 71, 74, 83, 85, 89, 93, 95, 96, 99, 101, 104, 110, 111, 114, 117, 127, 133, 138, 144, 146, 147, 150, 156, 161, 163, 173, 179, 180, 182, 184, 191, 193, 332, 335, 337, 338], "multipl": [2, 3, 7, 11, 12, 57, 58, 71, 85, 103, 147, 153, 182, 199, 200, 203, 204, 332, 335, 338, 342], "json": [2, 14, 22, 29, 64, 93, 108, 133, 157, 164, 173, 183, 237, 332, 333], "respons": [2, 7, 12, 73, 93, 128, 132, 191, 332], "ddl": [2, 18, 93, 99, 110, 184, 233, 234, 276, 277, 333], "creation": [2, 11, 30, 41, 57, 93, 249, 258, 280, 281, 333, 342], "virtual": [2, 7, 11, 19, 40, 56, 57, 93, 338], "project": [2, 11, 22, 26, 28, 56, 57, 58, 86, 164, 205, 208, 211, 212, 310, 311, 332, 338], "recurs": [2, 5, 7, 14, 93, 133, 262, 263, 272, 273, 274, 275, 280, 281, 282, 291, 292, 293], "builder": [2, 37, 40, 120, 260, 321], "report": [2, 31, 103, 138, 146, 147, 192, 292, 293], "progress": [2, 13, 73, 82, 120, 128, 259, 260, 333], "activ": [2, 10, 17, 19, 26, 29, 49, 57, 58, 151], "monitor": [2, 3, 44, 49, 58, 70, 73, 120, 193, 333], "vacuum": [2, 37, 192, 205, 208, 211, 212, 220, 221, 222, 227, 228, 256, 257, 262, 263, 276, 277, 278, 279, 283, 284, 285, 286, 294, 295, 316, 317, 322, 331], "execut": [2, 10, 11, 13, 14, 19, 33, 57, 58, 62, 70, 89, 96, 107, 118, 120, 122, 129, 135, 151, 154, 156, 162, 165, 167, 171, 173, 178, 180, 184, 185, 193, 197, 198, 203, 204, 209, 210, 213, 214, 231, 232, 233, 234, 247, 248, 258, 259, 260, 261, 262, 263, 264, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 283, 284, 285, 286, 287, 288, 289, 290, 298, 299, 304, 305, 306, 307, 308, 309, 312, 313, 318, 319, 320, 321, 332, 336, 338, 342], "tune": 2, "queri": [2, 4, 11, 12, 13, 21, 30, 31, 36, 49, 54, 57, 58, 61, 73, 74, 118, 128, 147, 156, 168, 182, 318, 319], "configur": [2, 32, 44, 46, 56, 70, 75, 77, 81, 83, 84, 85, 88, 95, 98, 105, 120, 125, 129, 133, 151, 154, 164, 178, 180, 188, 189, 336], "some": [2, 3, 11, 12, 14, 20, 22, 23, 29, 30, 31, 57, 70, 73, 78, 97, 107, 114, 126, 128, 147, 151, 155, 178, 332, 333], "poc": [2, 44], "qualiti": [2, 12, 36, 50, 54, 74, 147, 181, 289, 290], "intend": [2, 12, 57, 93, 133, 342], "fulfil": [2, 11], "user": [2, 3, 8, 9, 10, 13, 14, 17, 26, 27, 29, 31, 37, 40, 57, 64, 65, 70, 71, 73, 94, 103, 118, 134, 167, 210, 232, 248, 258, 332, 333, 338], "Its": 2, "put": [2, 7, 11], "hold": [2, 57, 153, 342], "hdf5": [2, 20, 48, 54, 57, 118], "export": [2, 3, 11, 19, 20, 26, 51, 118, 138, 149, 156, 157, 333], "quer": [2, 118], "sql": [2, 4, 7, 11, 12, 17, 19, 37, 54, 89, 93, 96, 99, 110, 120, 123, 129, 135, 149, 150, 156, 165, 167, 173, 185, 192, 209, 210, 231, 232, 247, 248, 258, 265, 266, 267, 268, 299, 304, 305, 306, 307, 308, 309, 312, 313, 341], "specif": [2, 7, 8, 9, 10, 11, 13, 14, 20, 31, 35, 48, 53, 55, 57, 71, 73, 83, 102, 111, 116, 118, 128, 134, 151, 161, 167, 171, 173, 180, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 249, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332, 336, 338, 342], "tool": [2, 4, 6, 12, 13, 14, 22, 36, 40, 41, 44, 49, 51, 54, 56, 57, 58, 59, 70, 73, 83, 89, 92, 93, 96, 113, 132, 133, 153, 164, 170, 174, 189, 194, 195, 196, 197, 198, 200, 203, 204, 209, 210, 213, 214, 215, 217, 223, 225, 229, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 288, 291, 292, 293, 296, 297, 298, 302, 303, 319, 320, 321, 323, 324, 325, 335], "collector": [2, 41, 57, 62, 73, 128, 180, 336], "copi": [2, 3, 8, 9, 10, 12, 17, 30, 35, 41, 57, 91, 111, 134, 140, 160, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332, 338], "sub": [2, 12, 20, 33, 37, 91, 162, 201, 202, 219, 249, 252, 256, 257, 327, 328, 329, 330], "call": [2, 6, 7, 11, 12, 14, 21, 30, 31, 64, 73, 74, 91, 103, 107, 124, 147, 151, 153, 162, 163, 180, 184, 209, 210, 231, 232, 247, 248, 336], "block": [2, 6, 58, 59, 73, 80, 94, 104, 107, 112, 128, 182, 183], "executor": [2, 333], "pool": 2, "avoid": [2, 76, 83], "memori": [2, 21, 34, 35, 36, 54, 57, 62, 83, 84, 107, 116, 156, 162, 163, 195, 196, 199, 200, 201, 202, 203, 204, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 335, 340, 342], "overflow": 2, "long": [2, 13, 83, 96, 151, 180, 197, 198, 261, 264, 272, 273, 274, 275, 333], "queue": [2, 107, 333], "localhost": [2, 3, 17, 19, 94, 200, 239, 240, 246], "airflow": [2, 54, 57, 205, 208, 211, 212, 231, 232, 247, 248, 300, 301, 310, 311, 332, 338], "overrid": [2, 7, 14, 65, 71, 77, 83, 85, 93, 125, 133, 335], "resolv": 2, "so": [2, 10, 19, 31, 53, 89, 147, 292, 293], "resourc": [2, 29, 30, 37, 84, 116, 242, 249, 258, 338, 340], "finder": 2, "sas_explor": 2, "print": [2, 29, 65, 71, 83, 97, 104, 129, 133, 138, 151, 155, 173, 174, 177, 183, 193, 335], "metadata": [2, 12, 33, 58, 73, 76, 83, 110, 112, 128, 129, 138, 140, 144, 153, 174, 180, 184, 274, 275, 335, 336], "sas7bdat": [2, 12, 127, 174, 183], "ssa": [2, 6, 7, 12, 18, 57, 147, 177, 191, 265, 266, 267, 268, 333], "map": [2, 6, 11, 16, 53, 56, 57, 102, 116, 177, 190, 191, 192, 265, 266, 267, 268, 280, 281], "between": [2, 7, 10, 11, 12, 15, 22, 57, 83, 114, 163, 177, 191, 265, 266, 267, 268, 280, 281, 333], "download": [2, 10, 15, 18, 19, 23, 29, 33, 35, 37, 44, 45, 46, 47, 50, 57, 63, 65, 67, 70, 71, 83, 85, 105, 117, 128, 129, 176, 180, 182, 190, 192, 196, 197, 198, 199, 200, 201, 202, 203, 204, 206, 207, 208, 211, 212, 228, 237, 239, 244, 246, 249, 252, 253, 254, 255, 256, 257, 258, 261, 264, 270, 294, 295, 302, 303, 306, 307, 308, 309, 312, 313, 323, 324, 326, 327, 328, 329, 330, 331, 332, 335, 337, 341], "hud": [2, 18, 190], "site": [2, 23, 27, 57, 190, 200, 204, 294, 295, 312, 313], "One": [3, 7, 11, 12, 15, 332, 338], "dorieh": [3, 8, 9, 11, 13, 14, 19, 22, 26, 30, 33, 35, 40, 47, 49, 50, 51, 56, 59, 65, 71, 74, 85, 87, 89, 93, 94, 96, 110, 113, 146, 151, 173, 177, 184, 193, 197, 198, 199, 200, 203, 204, 209, 210, 213, 214, 233, 234, 236, 237, 241, 242, 243, 244, 245, 246, 249, 258, 259, 260, 261, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 287, 288, 292, 293, 294, 295, 296, 297, 298, 299, 302, 303, 318, 319, 320, 321, 332, 335, 337, 341], "support": [3, 7, 10, 13, 15, 17, 22, 29, 40, 57, 58, 60, 77, 94, 112, 120, 182, 294, 295, 312, 313, 332, 333], "store": [3, 7, 17, 23, 36, 37, 57, 74, 78, 83, 118, 146, 147, 162, 167, 177, 184, 201, 202, 203, 204, 219, 222, 228, 294, 295, 312, 313, 335, 338], "analysi": [3, 10, 30, 34, 35, 36, 42, 54, 57, 58, 117, 147, 189, 199, 200, 203, 204, 235, 240, 294, 295, 312, 313, 337], "larg": [3, 21, 73, 128, 156], "volum": 3, "moreov": 3, "rich": 3, "dbm": [3, 17, 54, 57, 151, 280, 281, 333, 338], "wareh": 3, "instanc": [3, 7, 13, 17, 57, 65, 70, 71, 73, 75, 77, 81, 85, 88, 93, 95, 98, 105, 107, 112, 117, 120, 125, 128, 129, 133, 151, 153, 154, 162, 178, 180, 188, 189, 333, 335, 336, 337], "version": [3, 8, 9, 26, 35, 40, 57, 60, 87, 94, 111, 114, 117, 134, 151, 161, 171, 173, 180, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 211, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 249, 255, 257, 258, 260, 263, 264, 265, 266, 267, 268, 270, 273, 275, 277, 279, 281, 282, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 311, 317, 319, 321, 322, 324, 326, 328, 330, 331, 333, 336, 337, 338, 342], "13": [3, 19, 57, 333], "higher": [3, 10], "prefer": [3, 78], "through": [3, 15, 26, 27, 30, 31, 129, 147, 182, 338], "descript": [3, 6, 7, 14, 31, 33, 34, 36, 37, 45, 50, 54, 58, 62, 65, 71, 75, 77, 81, 83, 85, 88, 89, 93, 95, 96, 98, 105, 110, 120, 125, 133, 146, 147, 151, 178, 188, 189, 200, 215, 217, 219, 220, 223, 225, 227, 229, 250, 253, 258, 295, 304, 306, 308, 312, 314, 332, 335], "machin": [3, 10, 17, 40, 57], "server": [3, 19, 134, 205, 206, 207, 208, 211, 212, 338], "password": [3, 17, 94, 134], "ssh_user": [3, 17, 94], "establish": [3, 11, 94], "application_nam": 3, "identifi": [3, 11, 54, 74, 82, 99, 103, 110, 124, 146, 147, 160, 179, 249, 258, 294, 295], "secret": [3, 17, 94], "retriev": [3, 13, 14, 17, 20, 34, 35, 94, 338], "aw": [3, 10, 17, 19, 57, 94, 294, 295, 312, 313, 332], "Such": [3, 338], "uri": [3, 19], "credenti": [3, 13, 17, 94], "entri": [3, 7, 31, 73, 127, 128, 150, 154, 164, 183, 189], "clear": [3, 70, 118, 168], "vault": 3, "network": [3, 117, 337], "below": [3, 12, 17, 18, 94, 117, 337], "mimic": [3, 17, 94], "mimicii": [3, 17, 94], "postgr": [3, 14, 17, 94], "nsaph2": [3, 5, 13, 14, 17, 94, 134, 193, 205, 208, 211, 212], "cluster": [3, 17, 94, 332, 338], "uni": [3, 17, 94], "edu": [3, 17, 94, 146, 154, 180, 200, 204, 295, 313, 336], "dbuser": [3, 17, 94], "johndo": [3, 17, 94], "my_awesome_app": 3, "region": [3, 17, 94], "east": [3, 17, 94], "1": [3, 5, 7, 10, 11, 12, 14, 17, 19, 27, 29, 33, 40, 44, 48, 58, 61, 78, 94, 104, 111, 114, 117, 134, 146, 147, 161, 166, 173, 180, 184, 190, 191, 200, 214, 218, 221, 222, 224, 226, 228, 230, 239, 240, 244, 246, 249, 256, 257, 258, 294, 295, 303, 322, 324, 331, 332, 337, 342], "public": [3, 6, 17, 18, 19, 27, 29, 78, 94, 111, 119, 146, 147, 161, 171, 184, 190, 191, 192, 209, 210, 232, 247, 248, 294, 295, 312, 313, 333, 338, 341], "iii": 3, "clinic": 3, "second": [3, 17, 94, 110, 113, 193], "access": [3, 12, 17, 19, 30, 57, 231, 232, 247, 248, 338], "remot": [3, 17, 22], "direct": [3, 12, 16, 18, 55, 57, 83, 332, 338], "ad": [3, 7, 11, 12, 17, 26, 57, 58, 68, 73, 83, 110, 115, 147, 160, 162, 332, 335], "usernam": [3, 17, 184], "while": [3, 10, 11, 12, 17, 26, 53, 82, 84, 94, 116, 146, 151, 338, 340], "custom": [3, 6, 7, 13, 27, 33, 57, 65, 71, 77, 83, 84, 85, 93, 116, 125, 129, 133, 332, 335, 338], "sent": 3, "construct": [3, 11, 14, 70, 73, 76, 103, 117, 129, 154, 160, 164, 180, 189, 336, 337], "script": [3, 37, 44, 46, 57, 59, 89, 95, 96, 103, 159, 184, 299, 304, 305, 306, 307, 308, 309, 312, 313, 332, 338], "appropri": [3, 6, 12, 19, 20, 53, 57, 338], "debug": [3, 83, 160, 181, 193, 283, 284, 335], "secur": [3, 6, 12, 18, 147, 333, 338], "enough": 3, "third": [3, 10, 17, 94], "note": [3, 11, 12, 17, 29, 30, 31, 40, 44, 74, 140, 182, 332], "might": [3, 7, 11, 14, 15, 17, 19, 31, 40, 76, 163, 332, 338], "profil": [3, 27, 162], "abl": [3, 332], "done": [3, 10, 11, 15, 17, 22, 338, 342], "environ": [3, 19, 23, 29, 30, 37, 44, 45, 53, 56, 57, 76, 102, 303, 332, 333, 338, 342], "variabl": [3, 7, 12, 19, 20, 23, 29, 30, 33, 35, 43, 48, 49, 53, 58, 62, 65, 71, 74, 76, 83, 102, 103, 117, 124, 129, 146, 147, 153, 167, 180, 181, 199, 200, 201, 202, 203, 204, 228, 294, 295, 312, 313, 322, 325, 326, 327, 328, 331, 332, 335, 336, 337], "aws_profil": 3, "allow": [4, 11, 12, 47, 65, 71, 76, 85, 147, 294, 295, 335, 338], "pipelin": [4, 19, 20, 22, 36, 37, 44, 50, 58, 66, 69, 113, 129, 140, 180, 184, 207, 208, 212, 255, 258, 281, 286, 291, 295, 305, 307, 309, 311, 312, 313, 317, 331, 333, 336, 338, 341, 342], "exactli": [4, 332], "subsequ": [4, 11, 14, 318, 319], "procedur": [4, 16, 36, 111, 121, 122, 162, 178, 184, 332, 333, 338], "three": [4, 6, 7, 12, 147, 332], "util": [4, 12, 13, 16, 18, 30, 36, 37, 51, 53, 56, 58, 65, 70, 71, 73, 74, 78, 85, 113, 118, 128, 135, 140, 151, 154, 156, 157, 165, 167, 171, 176, 177, 190, 192, 194, 210, 211, 212, 241, 242, 249, 258, 265, 266, 282, 291, 294, 295, 299, 305, 307, 309, 311, 313, 322, 331, 332, 335, 338], "create_test": [4, 89, 96, 113], "chang": [4, 11, 12, 19, 27, 29, 89, 96, 103], "dbt_runner": [4, 89, 96, 298, 299], "gen_dbt_cwl": [4, 89, 96], "bundl": [4, 332], "python": [5, 7, 11, 12, 13, 14, 15, 19, 22, 23, 39, 41, 44, 47, 56, 57, 58, 63, 67, 70, 73, 77, 89, 96, 99, 102, 108, 113, 126, 151, 153, 162, 183, 193, 198, 200, 204, 210, 214, 216, 218, 224, 226, 230, 234, 237, 242, 244, 246, 249, 258, 260, 264, 266, 268, 270, 273, 275, 288, 292, 293, 297, 299, 303, 319, 321, 324, 338], "h": [5, 7, 13, 14, 33, 47, 89, 91, 96, 156], "pattern": [5, 6, 7, 11, 12, 14, 29, 68, 79, 93, 110, 115, 133, 136, 138, 140, 142, 143, 144, 164, 169, 183, 189, 197, 198, 261, 262, 263, 264, 272, 273, 274, 275, 280, 281, 282, 291], "reset": [5, 7, 14, 37, 40, 47, 65, 88, 93, 96, 128, 133, 234, 250, 251, 258, 262, 263, 264, 275, 314, 322, 331], "increment": [5, 7, 11, 12, 14, 93, 110, 133, 259, 260, 262, 263, 272, 273, 275, 276, 277, 279, 281, 284, 317], "page": [5, 7, 11, 14, 57, 93, 133, 174, 197, 198, 261, 264, 272, 273, 274, 275, 332, 333], "limit": [5, 7, 8, 9, 12, 14, 30, 35, 64, 74, 93, 99, 111, 123, 133, 134, 147, 161, 171, 173, 182, 184, 191, 193, 196, 197, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 233, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 261, 263, 264, 266, 268, 270, 272, 273, 274, 275, 277, 279, 281, 283, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332], "buffer": [5, 7, 14, 93, 133], "thread": [5, 7, 11, 14, 93, 107, 133, 160, 197, 198, 261, 264, 272, 273, 274, 275], "none": [5, 7, 12, 13, 14, 47, 60, 61, 62, 63, 64, 65, 69, 70, 71, 73, 74, 76, 77, 78, 80, 82, 83, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 96, 99, 100, 101, 102, 104, 105, 107, 110, 112, 117, 120, 123, 124, 127, 128, 129, 130, 132, 133, 135, 137, 138, 147, 148, 150, 151, 153, 154, 156, 157, 160, 162, 164, 166, 167, 170, 177, 178, 179, 180, 181, 182, 183, 185, 189, 294, 295, 312, 313, 335, 336, 337], "autocommit": [5, 7, 13, 14, 81, 89, 93, 94, 96, 260], "argument": [5, 7, 10, 14, 22, 33, 37, 44, 45, 47, 70, 75, 77, 81, 83, 85, 88, 91, 93, 95, 98, 103, 105, 107, 113, 120, 125, 129, 133, 136, 151, 154, 156, 162, 164, 165, 169, 178, 188, 189, 192, 200, 204, 216, 234, 237, 239, 240, 242, 258, 260, 264, 275, 294, 295, 297, 312, 313, 324], "help": [5, 7, 13, 14, 30, 33, 47, 65, 71, 85, 89, 91, 96, 156, 183, 335], "show": [5, 7, 12, 13, 14, 17, 33, 47, 89, 91, 96, 156, 157], "messag": [5, 7, 13, 14, 33, 47, 89, 91, 96, 138, 156, 162, 193], "exit": [5, 7, 13, 14, 33, 47, 89, 91, 96, 156], "gzip": [5, 7, 14, 33, 47, 65, 71, 73, 85, 93, 128, 133, 249, 258, 294, 295, 335], "tar": [5, 7, 14, 93, 133], "gz": [5, 7, 14, 62, 93, 133, 180, 200, 237, 333, 336], "tgz": [5, 7, 14, 93, 133], "archiv": [5, 7, 14, 73, 81, 93, 128, 133, 183], "maxdata_": [5, 7, 11, 14, 93, 133, 263], "_ps_": [5, 7, 11, 14, 93, 133], "forc": [5, 7, 14, 87, 93, 133, 259, 260], "recreat": [5, 7, 14, 93, 133, 233, 234, 249, 258, 322, 331], "thei": [5, 7, 12, 14, 27, 29, 31, 36, 53, 57, 93, 132, 133, 189, 199, 200, 203, 204, 332, 333, 338], "alreadi": [5, 7, 10, 12, 14, 73, 93, 128, 133, 180, 272, 273, 283, 284, 285, 286, 316, 317, 336, 342], "fals": [5, 7, 13, 14, 18, 47, 70, 73, 74, 87, 88, 89, 94, 96, 102, 112, 128, 146, 147, 150, 160, 164, 166, 172, 180, 183, 191, 234, 260, 277, 284], "commit": [5, 7, 14, 93, 111, 133, 161, 272, 273], "everi": [5, 7, 12, 14, 15, 27, 76, 83, 93, 133, 147, 151, 153, 197, 198, 199, 200, 203, 204, 261, 264, 272, 273, 274, 275, 332], "skip": [5, 7, 12, 14, 23, 93, 99, 133, 272, 273, 294, 295, 312, 313], "been": [5, 7, 12, 14, 29, 64, 73, 93, 103, 110, 126, 128, 133, 138, 147, 153, 177, 180, 272, 273, 298, 299, 332, 336, 338], "explicit": [5, 7, 14, 93, 133, 197, 198, 261, 264, 272, 273, 274, 275, 332], "interv": [5, 7, 14, 93, 111, 133, 161], "record": [5, 11, 12, 14, 15, 17, 44, 53, 82, 89, 93, 103, 110, 112, 123, 133, 138, 140, 146, 147, 156, 197, 198, 261, 264, 272, 273, 274, 275, 283, 284, 289, 290], "write": [5, 7, 8, 9, 14, 15, 17, 19, 30, 31, 35, 64, 73, 74, 89, 93, 105, 111, 128, 133, 134, 153, 156, 161, 170, 171, 173, 184, 191, 193, 196, 197, 198, 200, 202, 204, 207, 208, 210, 212, 213, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 249, 255, 257, 258, 260, 261, 263, 264, 266, 268, 270, 272, 273, 274, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332], "t": [5, 7, 11, 14, 26, 73, 89, 96, 100, 111, 117, 118, 126, 128, 155, 156, 161, 162, 167, 168, 173, 181, 182, 184, 337], "syntax": [6, 15, 135], "here": [6, 7, 15, 17, 19, 26, 27, 29, 31, 36, 103, 117, 332, 333, 337], "arrai": [6, 7, 12, 15, 108, 114, 126, 146, 147, 153, 183, 249, 252, 255, 258, 294, 295, 308, 309, 312, 313, 322, 331], "rather": [6, 7, 11, 14, 29, 57, 338], "ssa3": [6, 12, 147, 177, 191], "cnty_cd": [6, 147], "bene_county_cd": [6, 147], "ssa_counti": [6, 147], "new": [6, 10, 11, 12, 14, 19, 23, 30, 58, 65, 70, 71, 74, 75, 77, 81, 85, 88, 93, 95, 98, 103, 105, 107, 120, 125, 126, 129, 133, 150, 151, 154, 171, 178, 188, 189, 335], "neither": [6, 313], "found": [6, 10, 12, 14, 19, 22, 30, 31, 33, 57, 292, 293], "fill": [6, 11, 74], "null": [6, 11, 12, 44, 73, 103, 128, 147, 184, 191, 200, 239, 240, 246, 279], "without": [6, 8, 9, 10, 14, 15, 19, 35, 57, 73, 78, 107, 111, 128, 129, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 338], "true": [6, 7, 12, 14, 18, 30, 33, 35, 47, 65, 70, 71, 73, 74, 78, 85, 120, 127, 128, 132, 145, 146, 147, 148, 150, 157, 160, 164, 173, 182, 191, 198, 210, 216, 218, 234, 237, 239, 240, 242, 244, 246, 251, 258, 260, 262, 263, 264, 266, 273, 275, 279, 281, 288, 291, 295, 297, 299, 303, 317, 319, 321, 331, 335], "except": [6, 7, 8, 9, 11, 35, 57, 73, 82, 96, 103, 111, 112, 127, 128, 134, 138, 153, 161, 171, 173, 181, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "rais": [6, 7, 73, 111, 112, 128, 138, 153, 161], "social": [6, 12, 18, 27, 147], "administr": [6, 12, 18, 147], "digit": [6, 11, 12, 53, 74, 102, 110, 116, 147], "counti": [6, 7, 10, 11, 18, 19, 25, 27, 30, 33, 34, 35, 44, 53, 57, 62, 64, 66, 68, 74, 78, 82, 84, 115, 116, 117, 119, 129, 131, 135, 147, 173, 177, 180, 195, 196, 199, 200, 201, 202, 203, 204, 205, 208, 215, 216, 227, 228, 245, 246, 249, 252, 255, 256, 257, 258, 280, 281, 294, 295, 302, 303, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 333, 336, 337], "www": [6, 7, 8, 9, 27, 31, 35, 44, 70, 71, 73, 102, 108, 111, 117, 134, 147, 154, 161, 171, 173, 177, 180, 184, 190, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 305, 307, 311, 317, 319, 321, 324, 326, 328, 330, 331, 336, 337], "nber": [6, 7, 18, 147, 177], 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83, 85, 89, 93, 96, 117, 124, 125, 126, 128, 133, 150, 151, 154, 162, 180, 189, 335, 336, 337], "btree": [7, 119], "required_before_loading_data": [7, 146], "tell": [7, 30], "befor": [7, 14, 17, 117, 178, 180, 184, 201, 202, 329, 330, 336, 337, 338], "improv": [7, 10, 53, 102, 116], "after": [7, 11, 26, 29, 30, 31, 74, 103, 110, 153, 162, 183, 197, 198, 261, 264, 272, 273, 274, 275, 332, 333], "popualt": 7, "present": [7, 31, 53, 102, 153, 338], "whose": [7, 114], "automat": [7, 12, 19, 30, 36, 41, 57, 58, 60, 88, 94, 184, 338], "determinist": [7, 12], "express": [7, 8, 9, 35, 37, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 294, 295, 297, 299, 303, 311, 317, 319, 321, 322, 324, 326, 327, 328, 330, 331, 332], "insid": [7, 10, 11, 12, 13, 14, 37, 57, 265, 266, 267, 268, 284, 338], "theoret": 7, 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196, 202, 207, 208, 212, 216, 221, 222, 228, 232, 248, 251, 254, 255, 257, 258, 263, 277, 279, 281, 284, 286, 290, 291, 295, 305, 307, 309, 311, 313, 317, 328, 330, 331, 338], "standard": [7, 13, 18, 23, 36, 54, 74, 112, 117, 138, 160, 337, 338], "origin": [7, 11, 12, 27, 29, 103, 113, 117, 135, 136, 138, 140, 146, 180, 305, 307, 309, 313, 337], "curli": 7, "bracket": 7, "admission_d": [7, 12, 15, 146, 147], "admsn_dt": [7, 146, 147], "datetim": [7, 64, 146, 151, 180], "strptime": [7, 146], "y": [7, 8, 9, 30, 33, 47, 65, 68, 71, 85, 102, 111, 114, 115, 117, 146, 161, 177, 179, 184, 191, 326, 328, 335, 337], "d": [7, 30, 33, 47, 112, 114, 117, 135, 146, 147, 173, 218, 240, 282, 291, 337], "replac": [7, 10, 12, 14, 19, 40, 73, 111, 124, 126, 128, 157, 161, 164, 171, 184, 191], "fips5": [7, 11, 12, 44, 78, 146, 147, 177, 191], "residence_counti": [7, 11, 12, 146, 147], "fips_dict": 7, "1000": [7, 11, 55, 83, 123, 197, 198, 261, 264, 272, 273, 274, 275], "int": [7, 12, 18, 61, 62, 72, 73, 76, 78, 86, 94, 96, 99, 100, 102, 104, 107, 110, 111, 112, 117, 123, 124, 126, 127, 128, 132, 138, 142, 143, 144, 145, 146, 147, 149, 150, 151, 155, 156, 161, 162, 163, 166, 173, 177, 180, 184, 190, 191, 193, 195, 196, 197, 198, 199, 200, 201, 202, 205, 208, 256, 257, 261, 264, 272, 273, 274, 275, 294, 295, 304, 305, 312, 313, 322, 325, 326, 327, 328, 329, 330, 331, 336, 337], "sequenti": [7, 129], "unnest": [7, 15, 146, 184], "aka": [7, 12, 21, 93, 129, 133, 147, 163, 282, 283, 284, 291], "explod": 7, "collaps": 7, "month": [7, 11, 12, 20, 29, 44, 48, 78, 83, 111, 119, 146, 147, 161, 189, 190, 191, 195, 196, 199, 200, 201, 202, 256, 257, 258, 322, 325, 326, 327, 328, 329, 330, 331], "monthli": [7, 11, 12, 36, 37, 50, 146, 147, 280, 281, 294, 295, 312, 313, 316, 317, 331, 332], "make": [7, 12, 26, 30, 31, 74, 318, 319, 338, 342], "easier": [7, 12], "similarli": [7, 12], "letter": [7, 280, 281], "squar": [7, 30, 74, 114, 182], "brace": 7, "diag": [7, 147], "n": [7, 61, 78, 79, 107, 127, 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191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "law": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "agre": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "AS": [8, 9, 12, 15, 35, 44, 78, 111, 134, 146, 147, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "basi": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "warranti": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "OR": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "OF": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "impli": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "languag": [8, 9, 10, 17, 22, 35, 54, 57, 58, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332, 333], "permiss": [8, 9, 35, 111, 134, 161, 171, 173, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331], "quai": [8, 9], "io": [8, 9, 73, 117, 128, 153, 258, 295, 313, 337], "ucsc_cgl": [8, 9], "latest": [8, 9, 10, 11, 12, 26, 40, 57, 117, 180, 211, 212, 249, 258, 265, 266, 267, 268, 282, 291, 294, 295, 322, 331, 336, 337], "mkdir": [8, 9, 19], "scratch": [8, 9, 12, 19, 249, 258, 294, 295, 332], "opt": [8, 9, 205, 208, 211, 212, 249, 258, 294, 295, 300, 301, 310, 311, 341], "txt": [8, 9, 40, 332], "env": [8, 9, 26, 35, 196, 198, 200, 202, 204, 207, 208, 212, 214, 222, 228, 234, 237, 239, 240, 242, 244, 246, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 305, 307, 309, 311, 313, 317, 319, 321, 324, 326, 328, 330, 331], "debian_frontend": [8, 9], "noninteract": [8, 9], "apt": [8, 9], "client": [8, 9], "nodej": [8, 9], "npm": [8, 9], "r": [8, 9, 17, 18, 22, 40, 54, 57, 73, 103, 117, 118, 126, 128, 179, 337, 338, 342], "dev": [8, 9, 153], "upgrad": [8, 9], "cwlref": [8, 9, 57], "add": [9, 10, 12, 26, 59, 62, 68, 70, 73, 74, 100, 110, 111, 115, 146, 150, 151, 153, 161, 181], "ppa": 9, "deadsnak": 9, "gdal": 9, "bin": [9, 10, 17, 19, 35, 57, 196, 198, 200, 202, 204, 207, 208, 212, 214, 222, 228, 234, 237, 239, 240, 242, 244, 246, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 305, 307, 309, 311, 313, 317, 319, 321, 324, 326, 328, 330, 331], "libgdal": 9, "libgeo": 9, "postal": [10, 18, 53, 78, 147, 191], "tabul": [10, 27, 53], "area": [10, 18, 27, 30, 33, 48, 53, 74, 83, 102, 116, 129, 182, 228, 332, 335], "tmmx": [10, 33, 34, 35, 48, 55, 83, 117, 173, 252, 255, 258, 337], "295": 10, "36935960591137": 10, "2020": [10, 33, 47, 102, 192, 237, 249, 258, 301], "10": [10, 15, 29, 146, 147, 151, 155, 160, 163, 181, 192, 256, 257, 258, 300, 301, 322, 328, 331], "03": [10, 83, 147, 190], "35592": 10, "293": 10, "6454457364341": 10, "35616": 10, "netcdf": [10, 19, 33, 34, 35, 37, 50, 62, 97, 153, 154, 155, 180, 200, 202, 204, 249, 257, 258, 295, 312, 313, 322, 323, 324, 328, 330, 331, 332, 336], "atmospher": [10, 34, 35, 42, 58, 117, 189, 199, 200, 203, 204, 235, 240, 294, 295, 312, 313, 337], "composit": [10, 34, 35, 42, 58, 117, 189, 199, 200, 203, 204, 235, 240, 294, 295, 312, 313, 337], "shapefil": [10, 19, 23, 34, 35, 37, 44, 45, 57, 62, 82, 117, 176, 180, 201, 202, 207, 208, 245, 246, 294, 295, 312, 313, 322, 329, 330, 331, 332, 336, 337], "geographi": [10, 19, 30, 33, 34, 35, 37, 43, 50, 53, 57, 62, 74, 82, 83, 84, 116, 117, 129, 176, 180, 195, 196, 199, 200, 201, 202, 204, 205, 208, 245, 246, 249, 252, 253, 254, 255, 256, 257, 258, 295, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 332, 335, 336, 337, 341], "polygon": [10, 33, 34, 35, 53, 62, 83, 84, 102, 116, 117, 129, 335, 337, 339, 340], "comput": [10, 11, 21, 29, 35, 57, 62, 82, 84, 111, 116, 123, 134, 146, 153, 161, 171, 173, 180, 184, 191, 193, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 332, 338, 340], "band": [10, 19, 33, 34, 35, 43, 82, 83, 117, 129, 180, 195, 196, 199, 200, 201, 202, 203, 204, 235, 240, 249, 252, 253, 254, 255, 256, 257, 258, 308, 309, 322, 325, 326, 327, 328, 329, 330, 331, 335, 336, 337], "maximum": [10, 12, 35, 44, 55, 71, 74, 83, 107, 162], "daili": [10, 33, 37, 45, 47, 54, 55, 71, 73, 83, 195, 196, 199, 200, 203, 204, 238, 239, 249, 258], "temperatur": [10, 35, 55, 71, 83], "googl": [10, 29, 35, 196, 200, 240, 258, 309], "earth": [10, 35, 196, 200, 240, 258, 309], "websit": [10, 15, 34, 35, 37, 50, 53, 54, 102, 201, 202, 205, 208, 236, 237, 238, 239, 243, 244, 246, 256, 257, 329, 330], "ram": [10, 14, 34, 35, 62, 83, 84, 116, 117, 155, 180, 195, 196, 199, 200, 201, 202, 203, 204, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 335, 336, 340], "2gb": [10, 34, 35, 195, 196, 199, 200, 201, 202, 203, 204, 249, 256, 257, 258, 294, 295, 312, 313, 322, 327, 328, 329, 330, 331], "accuraci": [10, 84, 116, 340], "reflect": [10, 12], "diagram": 10, "sourc": [10, 11, 17, 19, 20, 22, 29, 31, 34, 36, 48, 52, 54, 55, 57, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 90, 91, 92, 93, 94, 95, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 110, 112, 113, 114, 115, 116, 117, 118, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 159, 160, 162, 163, 164, 165, 166, 167, 168, 169, 170, 172, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 185, 186, 187, 188, 189, 190, 192, 195, 197, 199, 201, 203, 205, 206, 209, 211, 213, 215, 217, 219, 220, 223, 225, 227, 228, 229, 231, 233, 235, 236, 238, 241, 243, 245, 247, 249, 250, 252, 253, 256, 259, 261, 262, 265, 267, 269, 272, 274, 276, 278, 280, 282, 283, 285, 287, 289, 292, 294, 296, 298, 302, 304, 306, 308, 310, 312, 314, 316, 318, 320, 322, 323, 325, 327, 329, 332, 335, 336, 337, 338, 339, 340], "suggest": [10, 17, 19, 57], "python3": [10, 17, 19, 26, 151], "venv": [10, 17, 19, 57], "visualis": [10, 19], "resid": [10, 11, 12, 19, 147, 163, 338], "Then": [10, 20, 31, 140, 180, 336], "githubusercont": [10, 19, 35], "fanci": 10, "prebuilt": [10, 57, 338], "avail": [10, 12, 18, 26, 27, 29, 30, 31, 34, 35, 50, 57, 62, 76, 83, 84, 93, 116, 117, 133, 147, 162, 163, 180, 195, 196, 199, 200, 201, 202, 203, 204, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 333, 335, 336, 337, 340], "dockerhub": [10, 57], "pull": [10, 57], "intel": [10, 40, 57], "amd": [10, 40, 57], "arm": [10, 40, 57], "cpu": [10, 57, 162], "graviton2": [10, 57], "processor": [10, 57], "accord": [10, 29, 57, 262, 263, 272, 273, 274, 275, 280, 281, 282, 291], "deliv": [10, 57], "40": [10, 57, 181], "price": [10, 57, 147], "mac": [10, 40, 57], "recommend": [10, 19, 53, 102, 116], "guid": [10, 103], "much": [10, 11, 27, 36, 107, 332], "cumbersom": 10, "even": [10, 11, 12, 249, 258, 308, 309, 322, 331, 332], "still": [10, 30], "therefor": [10, 12, 19, 44, 53, 112, 163, 332, 338], "uncom": 10, "34": 10, "36": 10, "hint": [10, 35, 59, 92, 264, 332], "dockerpul": [10, 35, 59, 264], "now": [10, 15, 29, 30, 36, 74, 111, 151, 161, 163, 184], "exec": 10, "pyton": 10, "But": 10, "center": [11, 36, 51, 54, 84, 114, 116, 126, 145, 280, 281, 340], "servic": [11, 18, 27, 36, 51, 53, 54, 78, 147, 193, 280, 281], "analyt": [11, 54, 280, 281], "max": [11, 44, 54, 76, 103, 146, 147, 280, 281, 310, 311, 320, 321], "excel": [11, 338], "semant": 11, "being": [11, 12, 14, 31, 73, 89, 126, 128, 151, 164, 184, 272, 273, 294, 295, 296, 297, 312, 313, 332, 338], "framework": [11, 19, 57, 58, 151, 332, 342], "wrap": 11, "parse_ft": [11, 37, 280, 281], "pyhton": 11, "nohup": 11, "rce": [11, 12], "ci3_d_medicaid": 11, "original_data": 11, "cms_medicaid": 11, "4": [11, 12, 14, 17, 33, 61, 104, 117, 124, 129, 146, 147, 180, 190, 197, 198, 256, 257, 258, 261, 264, 272, 273, 274, 275, 322, 324, 331, 336, 337], "100000": [11, 147, 197, 198, 261, 264, 272, 273, 274, 275], "2021": [11, 35, 102, 134, 191, 192, 196, 198, 200, 202, 204, 207, 208, 212, 214, 234, 237, 239, 240, 242, 244, 246, 252, 255, 257, 258, 260, 263, 264, 270, 273, 277, 279, 281, 288, 293, 295, 297, 299, 301, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 342], "09": [11, 147, 190], "21": 11, "37": 11, "four": [11, 12, 338], "abov": [11, 12, 14, 15, 18], "expos": 11, "hundr": [11, 17, 156], "transpos": 11, "sai": [11, 29], "henc": [11, 12, 17, 84, 116, 338, 340], "transposit": 11, "physic": [11, 112, 163], "think": 11, "effici": [11, 12, 36, 147, 318, 319], "world": [11, 54, 117, 337], "term": [11, 58, 78, 332], "interact": [11, 26, 30, 182], "vast": 11, "amount": [11, 19, 55, 83, 107, 147, 163], "non": [11, 12, 36, 112, 126, 163], "instantan": 11, "quiri": 11, "slow": 11, "hour": [11, 29, 55, 83], "time": [11, 21, 29, 30, 36, 44, 63, 67, 71, 73, 84, 116, 124, 162, 195, 196, 199, 200, 249, 258, 259, 260, 294, 295, 322, 331, 340], "often": [11, 51, 54, 332, 338], "faster": [11, 107, 163], "encrypt": [11, 103, 146], "dua": 11, "chronic": [11, 54], "ccw": [11, 54, 103, 146], "protect": [11, 42, 54, 58], "ident": [11, 132, 338], "unreli": 11, "7": [11, 103, 110, 146, 256, 257, 258, 322, 331, 338], "miss": [11, 12, 18, 30, 31, 44, 74, 82, 103, 124, 126, 147, 228], "conflict": 11, "birth": [11, 12, 147], "death": [11, 12, 103, 147], "sex": [11, 12, 27, 146, 147], "ethnic": [11, 147], "sometim": [11, 12, 31], "80": 11, "eighti": 11, "offici": [11, 103], "assign": [11, 103, 154, 180, 336], "team": [11, 103], "intern": [11, 19, 25, 29, 32, 36, 44, 46, 57, 58, 64, 103, 128, 147, 151, 280, 281, 316, 317], "cross": [11, 103], "histor": [11, 103], "enterpris": [11, 103], "ecr": [11, 103, 111, 161], "receiv": [11, 64, 103, 140, 147], "msis_id": [11, 103, 146], "state_cd": [11, 12, 103, 146], "ssn": [11, 103], "gender": [11, 103], "compar": [11, 17, 103, 135, 181], "against": [11, 103, 181], "best": [11, 29, 30, 36, 84, 103, 116, 338, 340, 342], "exhaust": [11, 103], "stringent": [11, 103], "8": [11, 17, 91, 100, 103, 146, 256, 257, 258, 322, 331], "particular": [11, 18, 66, 103], "those": [11, 15, 31, 73, 103, 128, 147, 342], "reassign": [11, 103, 184], "As": [11, 12, 13, 26, 31, 147], "discuss": [11, 12, 22, 57], "patient": [11, 36, 37, 135, 142, 147, 273, 280, 281, 282, 283, 284, 285, 286, 291], "appli": [11, 21, 74, 82, 110, 147, 153], "rule": 11, "clearli": 11, "mark": 11, "count": [11, 12, 15, 44, 61, 73, 128, 138, 146, 147, 173, 184, 191, 310, 311, 320, 321, 333], "distinct": [11, 12, 21, 54, 89, 111, 146, 147, 161, 184, 191], "our": [11, 20, 53, 107, 332, 338], "dod": [11, 12, 146, 147], "race_ethnicity_cod": [11, 146], "earliest": [11, 12], "comma": [11, 12, 54, 64], "comm": 11, "dob_latest": [11, 12, 146, 147], "dod_earliest": [11, 12, 146, 147], "curat": 11, "legaci": 11, "strategi": [11, 33, 43, 62, 82, 83, 84, 116, 180, 195, 196, 199, 200, 201, 202, 203, 204, 249, 256, 257, 258, 294, 295, 308, 309, 312, 313, 322, 327, 328, 329, 330, 331, 335, 336, 341], "sop": 11, "level": [11, 14, 31, 36, 145, 160, 162, 164, 193, 333], "consid": 11, "know": [11, 29, 31, 74], "systemat": 11, "error": [11, 17, 20, 31, 35, 54, 64, 107, 181, 196, 197, 198, 199, 200, 202, 203, 204, 212, 213, 214, 221, 222, 228, 233, 234, 235, 240, 241, 242, 251, 254, 255, 257, 258, 259, 260, 261, 263, 264, 269, 270, 272, 273, 277, 279, 281, 284, 286, 287, 288, 290, 292, 293, 295, 296, 297, 298, 299, 305, 307, 309, 311, 313, 317, 318, 319, 320, 321, 323, 324, 328, 331], "neighbourhood": 11, "summar": [11, 57], "compris": 11, "collect": [11, 27, 29, 33, 34, 35, 41, 54, 57, 73, 79, 91, 102, 116, 128, 129, 162, 180, 184, 201, 202, 205, 208, 245, 246, 256, 257, 294, 295, 312, 313, 322, 329, 330, 331, 336], "iso": [11, 12, 150, 191, 280, 281], "regist": [11, 12, 23], "alphabet": [11, 12], "order": [11, 12, 15, 26, 44, 61, 110, 111, 112, 147, 161, 171, 173, 191, 197, 198, 209, 210, 213, 214, 233, 234, 259, 260, 261, 262, 263, 264, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 283, 284, 285, 286, 287, 288, 289, 290, 298, 299, 318, 319, 320, 321], "5": [11, 12, 27, 31, 64, 74, 83, 84, 116, 117, 119, 146, 147, 191, 200, 204, 239, 240, 256, 257, 258, 294, 295, 312, 313, 322, 331, 337, 340], "months_elig": [11, 146], "months_dual_elig": [11, 146], "state_count": [11, 12, 146, 147], "di": [11, 12, 146, 147], "flag": [11, 12, 26, 99, 150], "fact": 11, "signal": [11, 57], "could": [11, 192], "move": [11, 12, 30, 124, 342], "detal": 11, "bill": [11, 12], "discharg": [11, 12], "icd": [11, 12, 15], "prepar": [11, 30, 37, 44, 45, 62, 66, 123, 154, 167, 180, 280, 281, 303], "ip": [11, 110, 135, 146, 147, 192, 263, 281, 283, 284], "jenni": 11, "lee": 11, "februari": 11, "grant": [12, 37, 134, 184, 210, 232, 258, 333], "privileg": [12, 37, 40, 210, 232, 248, 258, 333], "newli": [12, 231, 232, 247, 248], "drop": [12, 14, 93, 99, 101, 111, 120, 133, 150, 161, 191, 192, 233, 234, 296, 297], "delet": [12, 14, 296, 297], "pleas": [12, 26, 29, 30, 36, 40, 57, 140, 332], "tupl": [12, 62, 73, 82, 93, 99, 107, 110, 112, 117, 128, 135, 137, 155, 156, 168, 183, 337], "come": [12, 29, 68, 115, 294, 295, 322, 331, 332], "resdac": [12, 51, 103, 140, 146, 147], "ft": [12, 36, 37, 51, 54, 88, 112, 137, 138, 140, 148, 272, 273, 274, 275, 280, 281, 282, 291, 293], "accompani": [12, 51, 274, 275, 282, 291], "deliver": 12, "posess": 12, "2014": [12, 74, 102, 177, 192, 249, 258, 294, 295, 322, 331], "2016": [12, 33, 47, 48, 65, 71, 74, 85, 102, 177, 192, 249, 258, 294, 295, 322, 331, 335], "2018": [12, 27, 31, 74, 102, 140, 177, 192, 249, 258, 300, 322, 331], "unabl": 12, "complet": [12, 30], "old": [12, 30, 171], "ones": 12, "formal": [12, 31], "denomin": [12, 31, 74, 142], "unfortun": [12, 17], "almost": 12, "pair": 12, "mbsf_ab_summari": 12, "mbsf_d_cmpnt": 12, "mbsf_abcd_summari": 12, "medpar_all_fil": 12, "insult": 12, "injuri": 12, "prior": [12, 53, 102], "preprocess": [12, 44, 195, 196, 199, 200], "join": [12, 15, 64, 68, 115, 147, 173, 179, 289, 290], "bene_id": [12, 15, 103, 110, 111, 146, 147, 161], "intbid": 12, "qid": 12, "bid_5333": 12, "ssa_stat": 12, "state_cod": [12, 44, 173, 191], "bene_rsdnc_ssa_state_cd": 12, "medpar_bene_rsdnc_ssa_state_cd": 12, "bene_zip_cd": 12, "bene_zip": 12, "bene_mlg_cntct_zip_cd": 12, "medpar_bene_mlg_cntct_zip_cd": 12, "enrolyr": 12, "bene_enrollmt_ref_yr": 12, "rfrnc_yr": 12, "natur": [12, 15, 147], "sno": 12, "trace": 12, "per": [12, 29, 30, 36, 53, 57, 74, 135, 147, 182, 283, 284, 285, 286], "fix": [12, 51, 107, 110, 112, 139], "width": [12, 51, 110, 112, 138, 139], "human": 12, "difficult": 12, "pars": [12, 36, 51, 88, 90, 105, 107, 110, 112, 136, 138, 140, 169, 170, 280, 281], "partial": 12, "reli": 12, "known": [12, 33, 126, 332], "extarct": 12, "reader": [12, 51, 73, 74, 110, 112, 123, 127, 128, 166, 183], "mbsf": [12, 147], "hospit": [12, 15, 147], "medpar": [12, 147, 282, 283, 284, 291], "figur": [12, 20, 31], "visual": [12, 14, 36, 53, 102, 116], "full": [12, 19, 37, 44, 45, 73, 100, 110, 128, 140, 163, 207, 208, 212, 281, 311, 317, 332], "though": [12, 338], "divis": [12, 124], "pure": 12, "readabl": 12, "statement": [12, 16, 17, 156, 165, 209, 210, 231, 232, 247, 248, 258, 333], "string": [12, 14, 18, 34, 35, 73, 74, 76, 89, 96, 110, 124, 128, 160, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 316, 317, 318, 319, 320, 321, 322, 325, 326, 327, 328, 329, 330, 331], "integ": [12, 18, 47, 73, 78, 119, 128, 147], "ag": [12, 15, 27, 147], "last": [12, 47, 64, 65, 162, 183], "dai": [12, 20, 64, 83, 117, 147, 180, 336, 337], "race": [12, 27, 147], "rti_rac": 12, "triangl": [12, 147], "institut": [12, 147, 338], "hmo_ind": [12, 147], "advantag": [12, 338], "ma": [12, 48, 74, 124], "hmo_cvg_count": [12, 147], "yob": [12, 147], "calcul": [12, 30, 31, 53, 57, 74, 83, 84, 102, 116, 126, 147, 150, 228, 249, 258, 340], "id": [12, 13, 74, 78, 103, 124, 146, 151, 160, 163, 193, 199, 200, 203, 204, 280, 281], "ssa2": [12, 147, 177, 191], "fips2": [12, 18, 78, 119, 146, 147, 177, 191], "9": [12, 146, 173, 256, 257, 258, 322, 331], "split": [12, 35, 36, 168, 183], "zip4": [12, 147], "_p": [12, 36, 147, 285, 286], "latter": [12, 64], "fips3": [12, 18, 78, 119, 147, 177, 191], "absent": [12, 70], "happen": [12, 17, 94], "real": [12, 44, 63, 67, 259, 260], "essenti": 12, "care": [12, 135, 146, 147], "discrep": [12, 147], "race_rti": [12, 147], "duplciat": 12, "greater": [12, 73, 128, 162], "hll": [12, 54, 147, 184, 333], "topic": [12, 27, 117, 337], "yearli": 12, "track": 12, "elig": [12, 36, 61, 111, 146, 147, 161, 280, 281, 316, 317], "begin": [12, 30, 111, 161, 171, 184, 191], "address": [12, 18, 36, 44, 65, 332, 342], "sinc": [12, 30, 60, 87, 94], "volatil": [12, 184, 191], "usual": [12, 14, 29, 107, 110, 112, 164, 183, 197, 198, 205, 206, 207, 208, 209, 210, 211, 212, 219, 222, 227, 228, 231, 232, 233, 234, 241, 242, 247, 248, 249, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 294, 295, 296, 297, 298, 299, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 316, 317, 318, 319, 320, 321, 322, 331, 338], "analog": 12, "arguabl": 12, "less": [12, 17, 44, 63, 67, 332], "polici": [12, 18, 93], "arbitrari": 12, "ssa2_list": [12, 147], "ssa3_list": [12, 147], "associ": [12, 78, 129, 183, 276, 277, 278, 279], "fips3_is_approxim": [12, 147], "whether": [12, 47, 65, 71, 73, 74, 85, 89, 112, 128, 335], "fips3_valdi": [12, 147], "hmo": [12, 147], "mcr_ip_": [12, 147], "discharge_d": [12, 15, 146, 147], "adm_day_of_week": [12, 147], "diagnos": [12, 147], "major": [12, 184, 332], "diagnosi": [12, 15, 146], "pd_hll_hash": [12, 147], "icd_hll": [12, 147], "medicare_audit": [12, 147], "togeth": 12, "distinguish": 12, "precis": [12, 127], "qc_enrol": [12, 147, 290], "qc_admiss": [12, 147, 290], "percent": 12, "roughli": 12, "THEN": [12, 146, 147, 184, 191], "NOT": [12, 111, 134, 147, 161, 184, 191, 258], "ambigu": [12, 147], "els": [12, 146, 147, 173, 184, 191, 239, 326, 328], "end": [12, 47, 89, 110, 111, 112, 138, 146, 147, 161, 166, 171, 184, 191, 205, 206, 207, 208, 236, 237, 304, 305], "consistent_dob": [12, 147], "consistent_dod": [12, 147], "consistent_sex": [12, 147], "consistent_rac": [12, 147], "numrecord": [12, 147], "hll_add_agg": [12, 147, 184], "bigint": [12, 147, 184], "numdistinctbeneficari": [12, 147], "bene_hl": [12, 147], "superset": [12, 36, 333], "metric": 12, "hll_union_agg": 12, "filter": [12, 15, 20, 29, 57, 73, 83, 128, 147, 335], "AND": [12, 15, 111, 146, 147, 161, 173, 184, 191], "100": [12, 30, 55, 83, 147, 174, 182, 184, 193], "sum": [12, 31], "liter": [12, 145, 294, 295, 312, 313], "ok": [12, 73, 128, 147], "why": [12, 58], "appar": 12, "displai": [13, 53, 57, 82, 151, 259, 260], "period": [13, 151], "statu": [13, 138, 148, 151], "pid": [13, 94, 151, 163, 193], "verbos": [13, 14, 81, 89, 93, 96, 148, 172, 332], "dryrun": [13, 14, 22, 81, 93], "dry": [13, 56, 81, 93], "modif": [13, 14, 81, 93], "mount": 13, "sampl": [13, 15, 17, 22, 27, 29, 31, 35, 37, 45, 56, 57, 89], "callback": [13, 57, 110, 151, 193, 338], "dbactivitymonitor": [13, 151, 193], "get_act": [13, 85, 151], "msg": [13, 112, 138, 162], "whatev": 13, "nest": [14, 164], "subdirectori": [14, 164, 292, 293, 338], "crate": [14, 164], "o": [14, 57, 156, 163, 164, 342], "underscor": [14, 164], "_": [14, 65, 71, 75, 77, 81, 85, 88, 93, 95, 98, 105, 120, 125, 133, 151, 164, 178, 188, 239, 240, 258, 263, 328, 335], "idea": 14, "examin": [14, 269, 270, 292, 293], "loaderconfig": [14, 93, 132, 133, 140, 164], "via": [14, 22, 57, 94, 338], "expect": [14, 33, 61, 62, 70, 180, 181, 199, 200, 201, 202, 203, 204, 280, 281, 282, 291, 325, 326, 332, 336], "whitespac": 14, "manual": [14, 22, 26, 96], "edit": 14, "preserv": 14, "project_load": 14, "sloppi": [14, 93, 133, 233, 234, 277], "my_schema": 14, "valuabl": 14, "my_temp_schema": 14, "program": [14, 15, 17, 22, 27, 58, 147, 332], "increas": [14, 84, 116, 126, 340], "optim": [14, 15, 36, 114, 147, 249, 258], "10000": [14, 94, 128, 147, 166], "test_fil": [14, 74], "On": [14, 26, 30, 163, 338], "give": [14, 27, 107, 332], "modifi": [14, 57, 73, 153], "projectload": [14, 164], "advanc": [14, 178, 257, 338], "config": [14, 26, 47, 65, 334], "__doc__": 14, "instanti": [14, 85], "expens": [15, 17], "explain": 15, "understand": [15, 17, 103], "samplequeri": 15, "secondari": 15, "timestamp": [15, 44, 111, 161, 184], "bene_ag": 15, "admiss": [15, 36, 37, 110, 135, 142, 146, 147, 263, 280, 281, 282, 284, 289, 290, 291], "enrol": [15, 36, 61, 103, 142, 146, 147, 280, 281, 282, 285, 286, 289, 290, 291, 316, 317], "beneficiari": [15, 21, 36, 37, 61, 103, 111, 146, 147, 161, 280, 281, 282, 286, 289, 290, 291, 316, 317], "29620": 15, "29633": 15, "18": 15, "icd9": 15, "someth": [15, 31], "2962": 15, "fly": [15, 73, 128], "get": [15, 17, 26, 29, 30, 31, 57, 99, 163, 182, 342], "around": [15, 73, 114, 126, 128, 156, 231, 232, 247, 248, 294, 295, 333], "becom": [15, 29], "horribl": 15, "solut": [15, 338], "29621": 15, "uml": 15, "interest": [15, 74, 126, 153], "individu": [15, 36, 89, 153, 323, 324, 338], "want": [15, 17, 26, 29, 31, 74, 76, 228, 332], "enrolle": 15, "IN": [15, 184], "2963": 15, "peopl": 15, "who": 15, "desc": [15, 44, 110, 138, 147, 191], "renam": [16, 146, 333], "lookup": [16, 18], "helper": [16, 18, 36, 37, 57, 65, 71, 85, 290, 335, 342], "older": 17, "next": [17, 112], "home": [17, 33, 44, 64, 333, 342], "week": [17, 29], "million": 17, "easili": 17, "declar": [17, 111, 161, 171, 184, 191], "decid": [17, 29], "correctli": [17, 103], "ensur": [17, 19, 157, 211, 212, 241, 242, 249, 258, 265, 266, 267, 268, 280, 281, 282, 291, 294, 295, 322, 331, 338], "did": 17, "few": [17, 140, 332], "link": [17, 29, 31, 57, 93, 333], "plan": [17, 26, 27, 29, 30, 74, 147], "cost": 17, "tutori": 17, "minut": 17, "pai": [17, 147], "attent": [17, 338], "scan": 17, "unit": [18, 30, 44, 50, 53, 114], "usp": [18, 53, 57, 190, 333], "bureau": [18, 27, 53, 177], "econom": [18, 27, 177, 332], "depart": 18, "hous": [18, 27], "urban": 18, "offic": 18, "pd": 18, "ssa2fip": 18, "zip2fip": [18, 191], "hud_zip2fip": [18, 119, 190, 191], "zip_to_fip": [18, 191], "return": [18, 62, 64, 65, 68, 70, 71, 73, 74, 76, 77, 82, 83, 85, 93, 107, 110, 112, 114, 115, 117, 118, 124, 125, 126, 128, 129, 131, 132, 133, 136, 138, 150, 151, 153, 160, 162, 163, 164, 167, 169, 173, 180, 181, 182, 183, 184, 191, 193, 200, 239, 240, 263, 295, 326, 328, 335, 336, 337], "intersect": [18, 78], "sort": 18, "ratio": [18, 191], "residenti": 18, "divid": [18, 31, 74, 163], "total": [18, 29, 55, 83, 110, 147, 162], "entir": 18, "highest": 18, "12": [18, 29, 83, 146, 147, 190, 237, 256, 257, 258, 322, 326, 331], "zip_to_fips3": [18, 147, 191], "pad": 18, "zero": 18, "012": 18, "is_zip_to_fips_exact": [18, 147, 191], "bool": [18, 62, 65, 71, 73, 82, 85, 87, 89, 92, 93, 94, 99, 102, 112, 114, 128, 132, 144, 145, 148, 150, 166, 167, 184, 191, 335], "unambigu": 18, "validate_zip_fip": [18, 147, 191], "ever": [18, 21], "busi": 18, "With": 19, "docker": [19, 56, 57, 264, 333, 338], "regardless": 19, "signific": [19, 107], "testxx": 19, "cd": [19, 57], "further": [19, 31], "dbini": 19, "section_name_in_databas": 19, "foromeplatform": 19, "test_aq": [19, 37, 44, 45], "test_script": [19, 304, 305, 306, 307, 308, 309, 312, 313, 341], "test_cas": [19, 341], "aqs_test": 19, "annual": [19, 37, 45, 47, 50, 71, 73, 211, 212, 238, 239, 294, 295, 312, 313], "parameter_cod": [19, 44, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 300, 301, 304, 305, 306, 307], "pm25": [19, 37, 44, 45, 47, 50, 64, 65, 71, 117, 153, 173, 205, 206, 207, 208, 211, 212, 236, 237, 238, 239, 243, 244, 294, 295, 300, 304, 305, 306, 307, 312, 313, 322, 323, 324, 326, 327, 328, 329, 330, 331, 337], "pm25_annual": [19, 211, 212], "2011": [19, 29, 31, 33, 47, 65, 71, 74, 85, 140, 177, 192, 249, 252, 255, 258, 282, 291, 294, 295, 322, 331, 335], "rememb": 19, "172": [19, 200, 239, 240, 246], "17": [19, 200, 239, 240, 246, 300, 301], "test_airnow": [19, 37, 44, 45], "airnow_test": 19, "airnow_pm25_2022": [19, 44, 205, 208], "2022": [19, 35, 102, 111, 161, 171, 173, 184, 191, 192, 202, 205, 208, 210, 232, 248, 257, 258, 266, 268, 275, 284, 286, 290, 291, 295, 328, 330, 331], "9b053c38": 19, "3c42": 19, "416e": 19, "a330": 19, "203a698cccda": 19, "01": [19, 29, 83, 147, 205, 208, 300], "08": [19, 147, 205, 208], "31": [19, 205, 208, 237], "repalc": 19, "climatologi": [19, 33, 37, 258, 332], "lab": [19, 33, 37, 258, 332], "frequent": 19, "datafil": 19, "retri": 19, "test_gridmet": [19, 37], "county_rmax": [19, 173], "county_rmin": [19, 173], "dayofmonth": [19, 83], "rmax": [19, 33, 48, 55, 83, 173, 249, 252, 255, 258], "rmin": [19, 33, 55, 83, 173, 249, 252, 255, 258], "test_pm25_yearly_download": [19, 37], "exposures_test_pm25_compon": 19, "s3": [19, 294, 295, 312, 313, 341], "wustl": [19, 37, 200, 204, 294, 295, 312, 313, 322, 341], "shape_file_collect": [19, 201, 202, 294, 295, 312, 313, 322, 329, 330, 331, 341], "tiger": [19, 23, 34, 35, 53, 102, 116, 201, 202, 205, 208, 245, 246, 256, 257, 294, 295, 312, 313, 322, 329, 330, 331, 341], "pm25_components_annual_county_mean": 19, "crude": 20, "basic": [20, 47, 65, 147], "place": [20, 27, 30, 33, 65, 71, 73, 124, 128, 129, 228, 338], "wil": 20, "dispatch": 20, "reuqest": 20, "cannot": [20, 112, 138, 178, 181, 338], "determin": [20, 73, 128], "prototyp": 20, "search": [20, 64], "restrict": [20, 48, 146, 195, 196, 199, 200, 249, 258, 308, 309], "necessarili": 20, "iin": 20, "algorithm": [21, 54, 332], "estim": [21, 27, 29, 31], "cardin": [21, 44, 65, 85, 147], "extrem": 21, "dataset": [21, 29, 30, 33, 34, 35, 48, 50, 54, 60, 62, 74, 76, 117, 118, 148, 153, 180, 190, 196, 199, 200, 204, 240, 249, 258, 295, 308, 309, 313, 337], "littl": [21, 332, 338], "power": 21, "aim": [21, 53, 57, 171], "answer": 21, "question": [21, 30, 31, 342], "problem": [21, 36, 338], "scienc": [21, 35, 111, 134, 161, 171, 173, 184, 191, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 338], "mathemat": 21, "articl": 21, "becaus": [21, 31, 64, 147, 178, 249, 258, 289, 290], "sound": 21, "impress": 21, "background": 21, "info": [21, 54, 138, 162, 163, 174, 181], "scientist": 21, "wikipedia": [21, 54, 147, 281], "facilit": 21, "live": 21, "review": [22, 29, 342], "java": [22, 57, 338], "pl": [22, 57, 178, 333, 338], "pgsql": [22, 57, 178, 333, 338], "bulk": 22, "lightweight": [22, 26], "choic": 22, "convers": [22, 110, 138, 147], "respect": 22, "analyz": [22, 36, 53, 57, 103, 150, 185], "standalon": [22, 36], "control": [22, 338], "tigerweb": [23, 30], "ftp": 23, "enabl": [23, 27, 40, 338], "quick": 23, "conda": [23, 56, 57, 338], "kernal": 23, "recip": 23, "glossari": [23, 57], "tbd": 24, "frame": [25, 30, 68, 74, 115, 124, 131, 181, 182], "primarili": [25, 53, 57, 83, 114, 178, 332], "sure": 26, "anaconda": 26, "miniconda": 26, "hpc": [26, 338], "systm": 26, "extra": [26, 62, 94, 173], "librari": [26, 57, 73, 147, 151, 156, 338], "surpport": 26, "environment_dev": 26, "exmapl": 26, "your_env_nam": 26, "navig": [26, 54], "folder": [26, 33, 36, 73, 128, 282, 291, 294, 295, 312, 313], "pip3": 26, "mode": [26, 58, 62, 64, 73, 91, 100, 128, 156, 180, 336], "reintal": 26, "chane": 26, "scale": [26, 53, 102, 112, 116, 127], "ll": 26, "var": [26, 33, 62, 153, 155, 200, 204, 239, 240, 263, 326, 328], "census_api_kei": [26, 76], "rc": [26, 35, 111, 134, 146, 161, 171, 173, 184, 191, 196, 198, 200, 202, 204, 207, 208, 210, 212, 214, 232, 234, 237, 239, 240, 242, 244, 246, 248, 255, 257, 258, 260, 263, 264, 266, 268, 270, 273, 275, 277, 279, 281, 284, 286, 288, 290, 291, 293, 295, 297, 299, 303, 311, 317, 319, 321, 324, 326, 328, 330, 331, 338], "get_censu": [26, 31], "set_api_kei": [26, 76], "affect": [26, 338], "session": [26, 76], "isn": 26, "perman": [26, 76], "onn": 26, "jupyt": 26, "notebook": 26, "ipykernel": 26, "featur": [26, 53, 99, 102, 116, 153, 182, 332, 338, 342], "depend": [26, 57, 58, 153, 197, 198, 209, 210, 213, 214, 233, 234, 259, 260, 261, 262, 263, 264, 269, 270, 272, 273, 274, 275, 276, 277, 278, 279, 283, 284, 285, 286, 287, 288, 289, 290, 298, 299, 318, 319, 320, 321, 333, 338], "remov": [26, 40, 70, 103, 107, 136, 305, 307, 309, 313], "prefix": [26, 91, 92, 107, 198, 200, 204, 210, 216, 218, 224, 226, 230, 234, 237, 239, 242, 244, 246, 258, 260, 264, 266, 268, 270, 273, 275, 288, 293, 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