From 61c37aa04d983a8ca0efce4132cc0beae583554d Mon Sep 17 00:00:00 2001 From: Dexter Lee Date: Thu, 18 Mar 2021 16:03:05 -0700 Subject: [PATCH] refactor(demo): Add empty global tags to BigQuery demo data (#2258) --- .../examples/demo_data/demo_data.json | 11790 +++++++++++++++- .../examples/demo_data/enrich.py | 40 + .../examples/demo_data/generate_demo_data.sh | 8 +- 3 files changed, 11549 insertions(+), 289 deletions(-) diff --git a/metadata-ingestion/examples/demo_data/demo_data.json b/metadata-ingestion/examples/demo_data/demo_data.json index d1e54703d5..72e273a116 100644 --- a/metadata-ingestion/examples/demo_data/demo_data.json +++ b/metadata-ingestion/examples/demo_data/demo_data.json @@ -11,12 +11,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444188275, + "time": 1616104620461, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444188275, + "time": 1616104620461, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -402,12 +402,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444188525, + "time": 1616104620738, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444188525, + "time": 1616104620738, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -1031,12 +1031,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444192732, + "time": 1616104622753, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444192732, + "time": 1616104622753, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -1248,12 +1248,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444202056, + "time": 1616104626936, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444202056, + "time": 1616104626936, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -1451,12 +1451,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444202321, + "time": 1616104627226, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444202321, + "time": 1616104627226, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -1542,12 +1542,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444202755, + "time": 1616104627641, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444202755, + "time": 1616104627641, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -1773,12 +1773,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444203256, + "time": 1616104628052, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444203256, + "time": 1616104628052, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -1906,12 +1906,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444204156, + "time": 1616104628456, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444204156, + "time": 1616104628456, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -2011,12 +2011,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444204441, + "time": 1616104628772, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444204441, + "time": 1616104628772, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -2144,12 +2144,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444204790, + "time": 1616104629071, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444204790, + "time": 1616104629071, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -2249,12 +2249,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444205205, + "time": 1616104629476, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444205205, + "time": 1616104629476, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -2718,12 +2718,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444205731, + "time": 1616104630225, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444205731, + "time": 1616104630225, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -2893,12 +2893,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444206256, + "time": 1616104630716, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444206256, + "time": 1616104630716, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -3222,12 +3222,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444220785, + "time": 1616104641280, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444220785, + "time": 1616104641280, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -3473,12 +3473,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444228909, + "time": 1616104645227, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444228909, + "time": 1616104645227, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -4256,12 +4256,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444232813, + "time": 1616104647241, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444232813, + "time": 1616104647241, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -4465,12 +4465,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444233057, + "time": 1616104647526, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444233057, + "time": 1616104647526, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -4772,12 +4772,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444233305, + "time": 1616104647816, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444233305, + "time": 1616104647816, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -5009,12 +5009,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444252661, + "time": 1616104660185, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444252661, + "time": 1616104660185, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -5218,12 +5218,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444252898, + "time": 1616104660466, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444252898, + "time": 1616104660466, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -5343,12 +5343,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444253138, + "time": 1616104660749, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444253138, + "time": 1616104660749, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -5468,12 +5468,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444253379, + "time": 1616104661026, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444253379, + "time": 1616104661026, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -5587,12 +5587,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444257377, + "time": 1616104662907, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444257377, + "time": 1616104662907, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -5606,6 +5606,20 @@ } }, "fields": [ + { + "fieldPath": "location_key", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, { "fieldPath": "date", "jsonPath": null, @@ -5621,7 +5635,35 @@ "globalTags": null }, { - "fieldPath": "location_key", + "fieldPath": "place_id", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "wikidata_id", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "datacommons_id", "jsonPath": null, "nullable": true, "description": null, @@ -5662,62 +5704,6 @@ "recursive": false, "globalTags": null }, - { - "fieldPath": "subregion1_code", - "jsonPath": null, - "nullable": true, - "description": null, - "type": { - "type": { - "com.linkedin.pegasus2avro.schema.StringType": {} - } - }, - "nativeDataType": "String()", - "recursive": false, - "globalTags": null - }, - { - "fieldPath": "subregion1_name", - "jsonPath": null, - "nullable": true, - "description": null, - "type": { - "type": { - "com.linkedin.pegasus2avro.schema.StringType": {} - } - }, - "nativeDataType": "String()", - "recursive": false, - "globalTags": null - }, - { - "fieldPath": "subregion2_code", - "jsonPath": null, - "nullable": true, - "description": null, - "type": { - "type": { - "com.linkedin.pegasus2avro.schema.StringType": {} - } - }, - "nativeDataType": "String()", - "recursive": false, - "globalTags": null - }, - { - "fieldPath": "subregion2_name", - "jsonPath": null, - "nullable": true, - "description": null, - "type": { - "type": { - "com.linkedin.pegasus2avro.schema.StringType": {} - } - }, - "nativeDataType": "String()", - "recursive": false, - "globalTags": null - }, { "fieldPath": "iso_3166_1_alpha_2", "jsonPath": null, @@ -5788,34 +5774,6 @@ "recursive": false, "globalTags": null }, - { - "fieldPath": "new_recovered", - "jsonPath": null, - "nullable": true, - "description": null, - "type": { - "type": { - "com.linkedin.pegasus2avro.schema.NumberType": {} - } - }, - "nativeDataType": "Integer()", - "recursive": false, - "globalTags": null - }, - { - "fieldPath": "new_tested", - "jsonPath": null, - "nullable": true, - "description": null, - "type": { - "type": { - "com.linkedin.pegasus2avro.schema.NumberType": {} - } - }, - "nativeDataType": "Integer()", - "recursive": false, - "globalTags": null - }, { "fieldPath": "cumulative_confirmed", "jsonPath": null, @@ -5844,20 +5802,6 @@ "recursive": false, "globalTags": null }, - { - "fieldPath": "cumulative_recovered", - "jsonPath": null, - "nullable": true, - "description": null, - "type": { - "type": { - "com.linkedin.pegasus2avro.schema.NumberType": {} - } - }, - "nativeDataType": "Integer()", - "recursive": false, - "globalTags": null - }, { "fieldPath": "cumulative_tested", "jsonPath": null, @@ -5873,7 +5817,7 @@ "globalTags": null }, { - "fieldPath": "new_hospitalized_patients", + "fieldPath": "new_persons_vaccinated", "jsonPath": null, "nullable": true, "description": null, @@ -5887,7 +5831,7 @@ "globalTags": null }, { - "fieldPath": "new_intensive_care_patients", + "fieldPath": "cumulative_persons_vaccinated", "jsonPath": null, "nullable": true, "description": null, @@ -5901,7 +5845,7 @@ "globalTags": null }, { - "fieldPath": "new_ventilator_patients", + "fieldPath": "new_persons_fully_vaccinated", "jsonPath": null, "nullable": true, "description": null, @@ -5915,7 +5859,7 @@ "globalTags": null }, { - "fieldPath": "cumulative_hospitalized_patients", + "fieldPath": "cumulative_persons_fully_vaccinated", "jsonPath": null, "nullable": true, "description": null, @@ -5929,7 +5873,7 @@ "globalTags": null }, { - "fieldPath": "cumulative_intensive_care_patients", + "fieldPath": "new_vaccine_doses_administered", "jsonPath": null, "nullable": true, "description": null, @@ -5943,7 +5887,7 @@ "globalTags": null }, { - "fieldPath": "cumulative_ventilator_patients", + "fieldPath": "cumulative_vaccine_doses_administered", "jsonPath": null, "nullable": true, "description": null, @@ -5957,7 +5901,7 @@ "globalTags": null }, { - "fieldPath": "current_hospitalized_patients", + "fieldPath": "population", "jsonPath": null, "nullable": true, "description": null, @@ -5971,7 +5915,7 @@ "globalTags": null }, { - "fieldPath": "current_intensive_care_patients", + "fieldPath": "population_male", "jsonPath": null, "nullable": true, "description": null, @@ -5985,7 +5929,7 @@ "globalTags": null }, { - "fieldPath": "current_ventilator_patients", + "fieldPath": "population_female", "jsonPath": null, "nullable": true, "description": null, @@ -5999,7 +5943,7 @@ "globalTags": null }, { - "fieldPath": "mobility_transit_stations", + "fieldPath": "population_rural", "jsonPath": null, "nullable": true, "description": null, @@ -6013,7 +5957,7 @@ "globalTags": null }, { - "fieldPath": "mobility_retail_and_recreation", + "fieldPath": "population_urban", "jsonPath": null, "nullable": true, "description": null, @@ -6027,7 +5971,35 @@ "globalTags": null }, { - "fieldPath": "mobility_grocery_and_pharmacy", + "fieldPath": "population_density", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "human_development_index", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "population_age_00_09", "jsonPath": null, "nullable": true, "description": null, @@ -6041,7 +6013,7 @@ "globalTags": null }, { - "fieldPath": "mobility_parks", + "fieldPath": "population_age_10_19", "jsonPath": null, "nullable": true, "description": null, @@ -6055,7 +6027,7 @@ "globalTags": null }, { - "fieldPath": "mobility_residential", + "fieldPath": "population_age_20_29", "jsonPath": null, "nullable": true, "description": null, @@ -6069,7 +6041,7 @@ "globalTags": null }, { - "fieldPath": "mobility_workplaces", + "fieldPath": "population_age_30_39", "jsonPath": null, "nullable": true, "description": null, @@ -6083,30 +6055,100 @@ "globalTags": null }, { - "fieldPath": "wikidata_id", + "fieldPath": "population_age_40_49", "jsonPath": null, "nullable": true, "description": null, "type": { "type": { - "com.linkedin.pegasus2avro.schema.StringType": {} + "com.linkedin.pegasus2avro.schema.NumberType": {} } }, - "nativeDataType": "String()", + "nativeDataType": "Integer()", "recursive": false, "globalTags": null }, { - "fieldPath": "datacommons_id", + "fieldPath": "population_age_50_59", "jsonPath": null, "nullable": true, "description": null, "type": { "type": { - "com.linkedin.pegasus2avro.schema.StringType": {} + "com.linkedin.pegasus2avro.schema.NumberType": {} } }, - "nativeDataType": "String()", + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "population_age_60_69", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "population_age_70_79", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "population_age_80_and_older", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "gdp_usd", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "gdp_per_capita_usd", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", "recursive": false, "globalTags": null }, @@ -6153,16 +6195,394 @@ "globalTags": null }, { - "fieldPath": "location_geometry", + "fieldPath": "area_sq_km", "jsonPath": null, "nullable": true, "description": null, "type": { "type": { - "com.linkedin.pegasus2avro.schema.NullType": {} + "com.linkedin.pegasus2avro.schema.NumberType": {} } }, - "nativeDataType": "NullType()", + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "smoking_prevalence", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "diabetes_prevalence", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "infant_mortality_rate", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "nurses_per_1000", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "physicians_per_1000", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "health_expenditure_usd", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "out_of_pocket_health_expenditure_usd", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Float()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "school_closing", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "workplace_closing", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "cancel_public_events", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "restrictions_on_gatherings", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "public_transport_closing", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "stay_at_home_requirements", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "restrictions_on_internal_movement", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "international_travel_controls", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "income_support", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "debt_relief", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "fiscal_measures", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "international_support", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "public_information_campaigns", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + 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"com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "cumulative_recovered_age_7", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "cumulative_recovered_age_8", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "cumulative_recovered_age_9", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "new_recovered_male", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "new_recovered_female", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "cumulative_recovered_male", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "cumulative_recovered_female", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "locality_code", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "locality_name", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "new_ventilator_patients", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "cumulative_ventilator_patients", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "String()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "location_geometry", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NullType": {} + } + }, + "nativeDataType": "NullType()", + "recursive": false, + "globalTags": null } ], "primaryKeys": null, @@ -6266,12 +15282,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444265753, + "time": 1616104667823, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444265753, + "time": 1616104667823, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -6595,12 +15611,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444266031, + "time": 1616104668139, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444266031, + "time": 1616104668139, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -6924,12 +15940,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444266676, + "time": 1616104668990, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444266676, + "time": 1616104668990, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -7365,12 +16381,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444266944, + "time": 1616104669345, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444266944, + "time": 1616104669345, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -7806,12 +16822,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444267904, + "time": 1616104669873, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444267904, + "time": 1616104669873, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -8247,12 +17263,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444268230, + "time": 1616104670197, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444268230, + "time": 1616104670197, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -8688,12 +17704,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444268864, + "time": 1616104670700, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444268864, + "time": 1616104670700, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -9059,12 +18075,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444269147, + "time": 1616104671005, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444269147, + "time": 1616104671005, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -9430,12 +18446,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444269851, + "time": 1616104671641, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444269851, + "time": 1616104671641, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -9969,12 +18985,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444270136, + "time": 1616104671955, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444270136, + "time": 1616104671955, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -10332,12 +19348,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444302017, + "time": 1616104683085, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444302017, + "time": 1616104683085, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -16393,12 +25409,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444302531, + "time": 1616104683568, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444302531, + "time": 1616104683568, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -22454,12 +31470,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444306011, + "time": 1616104687157, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444306011, + "time": 1616104687157, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -28515,12 +37531,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444306731, + "time": 1616104688089, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444306731, + "time": 1616104688089, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -34576,12 +43592,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444308968, + "time": 1616104690548, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444308968, + "time": 1616104690548, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -40637,12 +49653,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444309683, + "time": 1616104691463, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444309683, + "time": 1616104691463, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -46698,12 +55714,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444313671, + "time": 1616104693937, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444313671, + "time": 1616104693937, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -52554,6 +61570,118 @@ "nativeDataType": "Integer()", "recursive": false, "globalTags": null + }, + { + "fieldPath": "_2021_03_10", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_11", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_12", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_13", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_14", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_15", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_16", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_17", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null } ], "primaryKeys": null, @@ -52577,12 +61705,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444313970, + "time": 1616104694325, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444313970, + "time": 1616104694325, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -58433,6 +67561,118 @@ "nativeDataType": "Integer()", "recursive": false, "globalTags": null + }, + { + "fieldPath": "_2021_03_10", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_11", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_12", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_13", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_14", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_15", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_16", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null + }, + { + "fieldPath": "_2021_03_17", + "jsonPath": null, + "nullable": true, + "description": null, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "Integer()", + "recursive": false, + "globalTags": null } ], "primaryKeys": null, @@ -58456,12 +67696,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444314290, + "time": 1616104694715, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444314290, + "time": 1616104694715, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -58603,12 +67843,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444318435, + "time": 1616104696536, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444318435, + "time": 1616104696536, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -58848,12 +68088,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444318769, + "time": 1616104696921, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444318769, + "time": 1616104696921, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -59065,12 +68305,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444319129, + "time": 1616104697339, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444319129, + "time": 1616104697339, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -59310,12 +68550,12 @@ "platform": "urn:li:dataPlatform:bigquery", "version": 0, "created": { - "time": 1615444319670, + "time": 1616104697751, "actor": "urn:li:corpuser:etl", "impersonator": null }, "lastModified": { - "time": 1615444319670, + "time": 1616104697751, "actor": "urn:li:corpuser:etl", "impersonator": null }, @@ -59783,7 +69023,7 @@ } ], "lastModified": { - "time": 1615526398091, + "time": 1616107219521, "actor": "urn:li:corpuser:datahub", "impersonator": null } @@ -59810,7 +69050,7 @@ } ], "lastModified": { - "time": 1615526398091, + "time": 1616107219522, "actor": "urn:li:corpuser:datahub", "impersonator": null } @@ -59837,7 +69077,7 @@ } ], "lastModified": { - "time": 1615526398091, + "time": 1616107219522, "actor": "urn:li:corpuser:datahub", "impersonator": null } @@ -59864,7 +69104,7 @@ } ], 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b/metadata-ingestion/examples/demo_data/enrich.py index 46935e5c76..59dedcadbc 100644 --- a/metadata-ingestion/examples/demo_data/enrich.py +++ b/metadata-ingestion/examples/demo_data/enrich.py @@ -23,6 +23,8 @@ from datahub.metadata.schema_classes import ( UpstreamLineageClass, UpstreamClass, DatasetLineageTypeClass, + GlobalTagsClass, + EditableSchemaMetadataClass, ) DEMO_DATA_DIR = pathlib.Path("./examples/demo_data") @@ -143,6 +145,30 @@ def create_lineage_aspect_mce(directive: Directive) -> MetadataChangeEventClass: ) ) +def create_global_tags_aspect_mce(directive: Directive) -> MetadataChangeEventClass: + return MetadataChangeEventClass( + proposedSnapshot=DatasetSnapshotClass( + urn=dataset_name_to_urn(directive.table), + aspects=[ + GlobalTagsClass( + tags=[] + ) + ], + ) + ) + +def create_editable_schema_info_aspect_mce(directive: Directive) -> MetadataChangeEventClass: + return MetadataChangeEventClass( + proposedSnapshot=DatasetSnapshotClass( + urn=dataset_name_to_urn(directive.table), + aspects=[ + EditableSchemaMetadataClass( + editableSchemaFieldInfo=[] + ) + ], + ) + ) + if __name__ == "__main__": datasets = read_mces(INPUT_ALL_DATASETS) @@ -180,10 +206,24 @@ if __name__ == "__main__": if directive.depends_on ] + global_tags_aspect_mces = [ + create_global_tags_aspect_mce(directive) + for directive in directives + if not directive.drop + ] + + editable_schema_info_aspect_mces = [ + create_editable_schema_info_aspect_mce(directive) + for directive in directives + if not directive.drop + ] + enriched_mces = ( filtered_dataset_mces + owner_entity_mces + ownership_aspect_mces + lineage_aspect_mces + + global_tags_aspect_mces + + editable_schema_info_aspect_mces ) write_mces(OUTPUT_ENRICHED, enriched_mces) diff --git a/metadata-ingestion/examples/demo_data/generate_demo_data.sh b/metadata-ingestion/examples/demo_data/generate_demo_data.sh index 9eb7d325ba..241fb2812e 100755 --- a/metadata-ingestion/examples/demo_data/generate_demo_data.sh +++ b/metadata-ingestion/examples/demo_data/generate_demo_data.sh @@ -5,9 +5,11 @@ set -euxo pipefail DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" - -# Fetch public COVID-19 datasets from BigQuery. -datahub ingest -c $DIR/bigquery_covid19_to_file.yml +FILE="$DIR/bigquery_covid19_to_file.yml" +if [ ! -f "$FILE" ]; then + # Fetch public COVID-19 datasets from BigQuery. + datahub ingest -c $FILE +fi # Pull the directives CSV from Google sheets. # See https://docs.google.com/spreadsheets/d/17c5SBiXEw5PuV7oEkC2uQnX55C6TPZTnr6XRQ6X-Qy0/edit#gid=0.