Support test data generation for services with parameters

[irisyngao]

Summary

Support test data generation for services with parameters

How did you test this change?

• Test(s) added
• Manual testing (please provide screenshots/recordings)
• No testing (please provide an explanation)

[changeset-bot]

🦋 Changeset detected

Latest commit: 0d90da5

The changes in this PR will be included in the next version bump.

This PR includes changesets to release 27 packages

Name	Type
@finos/legend-graph	Patch
@finos/legend-application-studio	Minor
@finos/legend-application-pure-ide	Patch
@finos/legend-application-query-bootstrap	Patch
@finos/legend-application-query	Patch
@finos/legend-application-studio-bootstrap	Patch
@finos/legend-application-taxonomy-bootstrap	Patch
@finos/legend-application-taxonomy	Patch
@finos/legend-extension-dsl-data-space	Patch
@finos/legend-extension-dsl-diagram	Patch
@finos/legend-extension-dsl-mastery	Patch
@finos/legend-extension-dsl-persistence	Patch
@finos/legend-extension-dsl-service	Patch
@finos/legend-extension-dsl-snowflake-app	Patch
@finos/legend-extension-dsl-text	Patch
@finos/legend-extension-format-graphql	Patch
@finos/legend-extension-format-json-schema	Patch
@finos/legend-extension-store-flat-data	Patch
@finos/legend-extension-store-relational	Patch
@finos/legend-extension-store-service-store	Patch
@finos/legend-lego	Patch
@finos/legend-manual-tests	Patch
@finos/legend-query-builder	Patch
@finos/legend-application-pure-ide-deployment	Patch
@finos/legend-application-query-deployment	Patch
@finos/legend-application-studio-deployment	Patch
@finos/legend-application-taxonomy-deployment	Patch

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[codecov]

Codecov Report

Merging #2237 (cdc5f44) into master (660e33f) will increase coverage by 0.25%.
The diff coverage is 16.36%.

❗ Current head cdc5f44 differs from pull request most recent head 0d90da5. Consider uploading reports for the commit 0d90da5 to get more accurate results

@@            Coverage Diff             @@
##           master    #2237      +/-   ##
==========================================
+ Coverage   39.36%   39.61%   +0.25%     
==========================================
  Files        1551     1556       +5     
  Lines       72334    72468     +134     
  Branches    16841    16878      +37     
==========================================
+ Hits        28473    28710     +237     
+ Misses      43748    43645     -103     
  Partials      113      113              

Impacted Files	Coverage Δ
.../service-editor/testable/ServiceTestDataEditor.tsx	11.81% <0.00%> (-0.22%)	⬇️
...raph/src/graph-manager/AbstractPureGraphManager.ts	30.55% <ø> (ø)
...ph-manager/protocol/pure/v1/V1_PureGraphManager.ts	43.44% <ø> (ø)
packages/legend-graph/src/graph/MetaModelConst.ts	100.00% <ø> (ø)
packages/legend-graph/src/graph/PureModel.ts	57.61% <ø> (ø)
...tor-state/service/testable/ServiceTestDataState.ts	11.72% <8.33%> (-0.78%)	⬇️
...o/src/application/LegendStudioApplicationConfig.ts	93.54% <100.00%> (+0.21%)	⬆️
...l/pure/packageableElements/domain/PrimitiveType.ts	86.66% <100.00%> (+0.95%)	⬆️
...omponents/shared/BasicValueSpecificationEditor.tsx	43.96% <100.00%> (+0.21%)	⬆️
...src/stores/QueryBuilderValueSpecificationHelper.ts	80.00% <100.00%> (+0.80%)	⬆️
... and 1 more

... and 77 files with indirect coverage changes

[irisyngao]

{"clientVersion":"vX_X_X","function":{"_type":"lambda","body":[{"_type":"func","function":"take","parameters":[{"_type":"func","function":"sort","parameters":[{"_type":"func","function":"groupBy","parameters":[{"_type":"func","function":"getAll","parameters":[{"_type":"packageableElementPtr","fullPath":"model::Person"}]},{"_type":"collection","multiplicity":{"lowerBound":1,"upperBound":1},"values":[{"_type":"lambda","body":[{"_type":"property","parameters":[{"_type":"var","name":"x"}],"property":"lastName"}],"parameters":[{"_type":"var","name":"x"}]}]},{"_type":"collection","multiplicity":{"lowerBound":1,"upperBound":1},"values":[{"_type":"func","function":"agg","parameters":[{"_type":"lambda","body":[{"_type":"property","parameters":[{"_type":"var","name":"x"}],"property":"lastName"}],"parameters":[{"_type":"var","name":"x"}]},{"_type":"lambda","body":[{"_type":"func","function":"count","parameters":[{"_type":"func","function":"distinct","parameters":[{"_type":"var","name":"x"}]}]}],"parameters":[{"_type":"var","name":"x"}]}]}]},{"_type":"collection","multiplicity":{"lowerBound":2,"upperBound":2},"values":[{"_type":"string","value":"Value"},{"_type":"string","value":"Count"}]}]},{"_type":"collection","multiplicity":{"lowerBound":2,"upperBound":2},"values":[{"_type":"func","function":"desc","parameters":[{"_type":"string","value":"Count"}]},{"_type":"func","function":"asc","parameters":[{"_type":"string","value":"Value"}]}]}]},{"_type":"integer","value":10}]}],"parameters":[{"_type":"var","class":"Date","multiplicity":{"lowerBound":1,"upperBound":1},"name":"var_1"}]},"mapping":"model::RelationalMapping","model":{"_type":"data","elements":[{"_type":"profile","name":"MyExtension","package":"model","stereotypes":["important"],"tags":["doc"]},{"_type":"Enumeration","name":"IncType","package":"model","values":[{"value":"Corp"},{"value":"LLC"}]},{"_type":"class","constraints":[{"functionDefinition":{"_type":"lambda","body":[{"_type":"func","function":"startsWith","parameters":[{"_type":"property","property":"legalName","parameters":[{"_type":"var","name":"this"}]},{"_type":"string","value":"_"}]}],"parameters":[]},"name":"validName"}],"name":"Firm","package":"model","properties":[{"multiplicity":{"lowerBound":1},"name":"employees","type":"model::Person"},{"multiplicity":{"lowerBound":1,"upperBound":1},"name":"incType","type":"model::IncType"},{"multiplicity":{"lowerBound":1,"upperBound":1},"name":"isApple","type":"Boolean"}],"qualifiedProperties":[{"body":[{"_type":"func","function":"count","parameters":[{"_type":"property","property":"employees","parameters":[{"_type":"var","name":"this"}]}]}],"name":"employeeSize","parameters":[],"returnMultiplicity":{"lowerBound":1,"upperBound":1},"returnType":"Number"}],"stereotypes":[{"profile":"model::MyExtension","value":"important"}],"superTypes":["model::LegalEntity"],"taggedValues":[{"tag":{"profile":"model::MyExtension","value":"doc"},"value":"This is a model of a firm"}]},{"_type":"class","name":"Person","package":"model","properties":[{"multiplicity":{"lowerBound":1,"upperBound":1},"name":"firstName","type":"String"},{"multiplicity":{"lowerBound":1,"upperBound":1},"name":"lastName","type":"String"},{"multiplicity":{"lowerBound":1,"upperBound":1},"name":"age","type":"Integer"}],"qualifiedProperties":[{"body":[{"_type":"func","function":"plus","parameters":[{"_type":"collection","multiplicity":{"lowerBound":3,"upperBound":3},"values":[{"_type":"property","property":"firstName","parameters":[{"_type":"var","name":"this"}]},{"_type":"string","value":" "},{"_type":"property","property":"lastName","parameters":[{"_type":"var","name":"this"}]}]}]}],"name":"fullName","parameters":[],"returnMultiplicity":{"lowerBound":1,"upperBound":1},"returnType":"String"}]},{"_type":"class","name":"LegalEntity","package":"model","properties":[{"multiplicity":{"lowerBound":1,"upperBound":1},"name":"legalName","type":"String"}]},{"_type":"relational","filters":[],"includedStores":[],"joins":[{"name":"FirmPerson","operation":{"_type":"dynaFunc","funcName":"equal","parameters":[{"_type":"column","column":"firm_id","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"PersonTable"},"tableAlias":"PersonTable"},{"_type":"column","column":"id","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"FirmTable"},"tableAlias":"FirmTable"}]}}],"name":"MyDatabase","package":"model","schemas":[{"name":"default","tables":[{"columns":[{"name":"id","nullable":false,"type":{"_type":"Integer"}},{"name":"Legal_name","nullable":true,"type":{"_type":"Varchar","size":200}},{"name":"Inc","nullable":true,"type":{"_type":"Varchar","size":200}}],"name":"FirmTable","primaryKey":["id"]},{"columns":[{"name":"id","nullable":false,"type":{"_type":"Integer"}},{"name":"firm_id","nullable":true,"type":{"_type":"Integer"}},{"name":"firstName","nullable":true,"type":{"_type":"Varchar","size":200}},{"name":"lastName","nullable":true,"type":{"_type":"Varchar","size":200}}],"name":"PersonTable","primaryKey":["id"]}],"views":[]}]},{"_type":"mapping","classMappings":[{"_type":"relational","class":"model::Firm","distinct":false,"mainTable":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"FirmTable"},"primaryKey":[{"_type":"column","column":"id","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"FirmTable"},"tableAlias":"FirmTable"}],"propertyMappings":[{"_type":"relationalPropertyMapping","property":{"class":"model::Firm","property":"legalName"},"relationalOperation":{"_type":"dynaFunc","funcName":"concat","parameters":[{"_type":"column","column":"Legal_name","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"FirmTable"},"tableAlias":"FirmTable"},{"_type":"literal","value":"_LTD"}]}},{"_type":"relationalPropertyMapping","property":{"class":"model::Firm","property":"employees"},"relationalOperation":{"_type":"elemtWithJoins","joins":[{"db":"model::MyDatabase","name":"FirmPerson"}]},"target":"model_Person"},{"_type":"relationalPropertyMapping","property":{"class":"model::Firm","property":"isApple"},"relationalOperation":{"_type":"dynaFunc","funcName":"case","parameters":[{"_type":"dynaFunc","funcName":"equal","parameters":[{"_type":"column","column":"Legal_name","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"FirmTable"},"tableAlias":"FirmTable"},{"_type":"literal","value":"Apple"}]},{"_type":"literal","value":"true"},{"_type":"literal","value":"false"}]}},{"_type":"relationalPropertyMapping","enumMappingId":"model_IncType","property":{"class":"model::Firm","property":"incType"},"relationalOperation":{"_type":"column","column":"Inc","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"FirmTable"},"tableAlias":"FirmTable"}}],"root":true},{"_type":"relational","class":"model::Person","distinct":false,"mainTable":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"PersonTable"},"primaryKey":[{"_type":"column","column":"id","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"PersonTable"},"tableAlias":"PersonTable"}],"propertyMappings":[{"_type":"relationalPropertyMapping","property":{"class":"model::Person","property":"firstName"},"relationalOperation":{"_type":"column","column":"firstName","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"PersonTable"},"tableAlias":"PersonTable"}},{"_type":"relationalPropertyMapping","property":{"class":"model::Person","property":"lastName"},"relationalOperation":{"_type":"column","column":"lastName","table":{"_type":"Table","database":"model::MyDatabase","mainTableDb":"model::MyDatabase","schema":"default","table":"PersonTable"},"tableAlias":"PersonTable"}},{"_type":"relationalPropertyMapping","property":{"class":"model::Person","property":"age"},"relationalOperation":{"_type":"literal","value":10}}],"root":true}],"enumerationMappings":[{"enumValueMappings":[{"enumValue":"Corp","sourceValues":[{"_type":"stringSourceValue","value":"Corp"},{"_type":"stringSourceValue","value":"CORP"}]},{"enumValue":"LLC","sourceValues":[{"_type":"stringSourceValue","value":"LLC"}]}],"enumeration":"model::IncType"}],"includedMappings":[],"name":"RelationalMapping","package":"model","tests":[]},{"_type":"runtime","name":"Runtime","package":"model","runtimeValue":{"_type":"engineRuntime","connections":[{"store":{"path":"model::MyDatabase","type":"STORE"},"storeConnections":[{"connection":{"_type":"connectionPointer","connection":"model::MyConnection"},"id":"my_connection"}]}],"mappings":[{"path":"model::RelationalMapping","type":"MAPPING"}]}},{"_type":"connection","connectionValue":{"_type":"RelationalDatabaseConnection","authenticationStrategy":{"_type":"h2Default"},"databaseType":"H2","datasourceSpecification":{"_type":"h2Local","testDataSetupSqls":["Drop table if exists FirmTable;\nDrop table if exists PersonTable;\nCreate Table FirmTable(id INT, Legal_Name VARCHAR(200), Inc VARCHAR(200));\nCreate Table PersonTable(id INT, firm_id INT, lastName VARCHAR(200), firstName VARCHAR(200), age INT);\nInsert into FirmTable (id, Legal_Name, Inc) values (1, 'Finos', 'CORP');\nInsert into FirmTable (id, Legal_Name, Inc) values (2, 'Apple', 'Corp');\nInsert into FirmTable (id, Legal_Name, Inc) values (3, 'GS', 'Corp');\nInsert into FirmTable (id, Legal_Name, Inc) values (4, 'Google', 'Corp');\nInsert into FirmTable (id, Legal_Name, Inc) values (5, 'Alphabet', 'LLC');\nInsert into FirmTable (id, Legal_Name, Inc) values (6, 'Alphabet', 'LLC');\nInsert into FirmTable (id, Legal_Name, Inc) values (7, 'Twitter', 'LLC');\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (1, 3, 'X1', 'Mauricio', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (2, 3, 'X2', 'An', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (3, 3, 'X3', 'Anne', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (4, 3, 'X4', 'Gayathri', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (5, 3, 'X5', 'Yannan', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (6, 3, 'X6', 'Dave', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (7, 3, 'X7', 'Mo', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (8, 3, 'X8', 'Teddy', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (9, 7, 'X8', 'Test1', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (10, 7, 'X8', 'Test2', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (11, 7, 'X8', 'Test2', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (12, 7, 'X8', 'Test3', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (13, 7, 'X8', 'Test4', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (14, 7, 'X8', 'Test5', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (15, 7, 'X8', 'Test6', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (16, 7, 'X8', 'Test7', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (17, 7, 'X8', 'Test8', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (18, 7, 'X8', 'Test9', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (19, 7, 'X8', 'Test10', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (20, 7, 'X8', 'Test11', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (21, 7, 'X8', 'Test12', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (22, 7, 'X8', 'Test13', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (23, 7, 'X8', 'Test14', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (24, 7, 'X8', 'Test15', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (25, 7, 'X8', 'Test16', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (26, 7, 'X8', 'Test17', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (27, 7, 'X8', 'Test18', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (28, 7, 'X8', 'Test19', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (29, 7, 'X8', 'Test20', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (30, 7, 'X8', 'Test21', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (31, 7, 'X8', 'Test22', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (32, 7, 'X8', 'Test23', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (33, 7, 'X8', 'Test24', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (34, 7, 'X8', 'Test25', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (35, 7, 'X8', 'Test26', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (36, 7, 'X8', 'Test27', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (37, 7, 'X8', 'Test28', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (38, 7, 'X8', 'Test29', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (39, 7, 'X8', 'Test30', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (40, 7, 'X8', 'Test31', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (41, 7, 'X8', 'Test32', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (42, 7, 'X8', 'Test33', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (43, 7, 'X8', 'Test34', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (44, 7, 'X8', 'Test35', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (45, 7, 'X8', 'Test36', 20);\nInsert into PersonTable (id, firm_id, lastName, firstName, age) values (46, 7, 'X8', 'Test36', 20);\n\n\n"]},"element":"model::MyDatabase","quoteIdentifiers":false,"type":"H2"},"name":"MyConnection","package":"model"}]},"runtime":{"_type":"runtimePointer","runtime":"model::Runtime"},"context":{"_type":"BaseExecutionContext","queryTimeOutInSeconds":null,"enableConstraints":true},"parameterValues":[{"name":"var_1","value":{"_type":"strictDate","value":"2023-05-04"}}],"hashStrings":true,"parameters":[]}

[MauricioUyaguari]

small comment

[MauricioUyaguari]

this api call takes a bit of time. we should be adding generatingTestDataSate to keep track of that and show loading indicator