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320 lines
13 KiB
320 lines
13 KiB
import logging
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import actions
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import testutil
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import test_engine
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log = logging.getLogger(__name__)
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def _bulk_update(table_name, col_names, row_data):
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return actions.BulkUpdateRecord(
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*testutil.table_data_from_rows(table_name, col_names, row_data))
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class TestDerived(test_engine.EngineTestCase):
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sample = testutil.parse_test_sample({
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"SCHEMA": [
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[1, "Customers", [
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[1, "firstName", "Text", False, "", "", ""],
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[2, "lastName", "Text", False, "", "", ""],
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[3, "state", "Text", False, "", "", ""],
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]],
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[2, "Orders", [
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[10, "year", "Int", False, "", "", ""],
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[11, "customer", "Ref:Customers", False, "", "", ""],
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[12, "product", "Text", False, "", "", ""],
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[13, "amount", "Numeric", False, "", "", ""],
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]],
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],
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"DATA": {
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"Customers": [
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["id", "firstName", "lastName", "state"],
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[1, "Lois", "Long", "NY"],
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[2, "Felix", "Myers", "NY"],
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[3, "Grace", "Hawkins", "CT"],
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[4, "Bessie", "Green", "NJ"],
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[5, "Jerome", "Daniel", "CT"],
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],
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"Orders": [
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["id", "year", "customer", "product", "amount" ],
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[1, 2012, 3, "A", 15 ],
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[2, 2013, 2, "A", 15 ],
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[3, 2013, 3, "A", 15 ],
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[4, 2014, 1, "B", 35 ],
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[5, 2014, 5, "B", 35 ],
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[6, 2014, 3, "A", 16 ],
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[7, 2015, 1, "A", 17 ],
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[8, 2015, 2, "B", 36 ],
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[9, 2015, 3, "B", 36 ],
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[10, 2015, 5, "A", 17 ],
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]
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}
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})
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def test_group_by_one(self):
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"""
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Test basic summary table operation, for a table grouped by one columns.
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"""
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self.load_sample(self.sample)
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# Create a derived table summarizing count and total of orders by year.
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self.apply_user_action(["CreateViewSection", 2, 0, 'record', [10], None])
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# Check the results.
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self.assertPartialData("Orders_summary_year", ["id", "year", "count", "amount", "group" ], [
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[1, 2012, 1, 15, [1]],
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[2, 2013, 2, 30, [2,3]],
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[3, 2014, 3, 86, [4,5,6]],
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[4, 2015, 4, 106, [7,8,9,10]],
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])
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# Updating amounts should cause totals to be updated in the summary.
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out_actions = self.update_records("Orders", ["id", "amount"], [
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[1, 14],
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[2, 14]
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])
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self.assertPartialOutActions(out_actions, {
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"stored": [
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actions.BulkUpdateRecord("Orders", [1,2], {'amount': [14, 14]}),
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actions.BulkUpdateRecord("Orders_summary_year", [1,2], {'amount': [14, 29]})
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],
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"calls": {"Orders_summary_year": {"amount": 2}}
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})
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# Changing a record from one product to another should cause the two affected lines to change.
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out_actions = self.update_record("Orders", 10, year=2012)
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self.assertPartialOutActions(out_actions, {
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"stored": [
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actions.UpdateRecord("Orders", 10, {"year": 2012}),
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actions.BulkUpdateRecord("Orders_summary_year", [1,4], {"amount": [31.0, 89.0]}),
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actions.BulkUpdateRecord("Orders_summary_year", [1,4], {"count": [2,3]}),
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actions.BulkUpdateRecord("Orders_summary_year", [1,4], {"group": [[1,10], [7,8,9]]}),
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],
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"calls": {"Orders_summary_year": {"group": 2, "amount": 2, "count": 2},
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"Orders": {"#lookup##summary#Orders_summary_year": 1,
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"#summary#Orders_summary_year": 1}}
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})
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self.assertPartialData("Orders_summary_year", ["id", "year", "count", "amount", "group" ], [
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[1, 2012, 2, 31.0, [1,10]],
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[2, 2013, 2, 29.0, [2,3]],
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[3, 2014, 3, 86.0, [4,5,6]],
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[4, 2015, 3, 89.0, [7,8,9]],
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])
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# Changing a record to a new year that wasn't in the summary should cause an add-record.
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out_actions = self.update_record("Orders", 10, year=1999)
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self.assertPartialOutActions(out_actions, {
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"stored": [
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actions.UpdateRecord("Orders", 10, {"year": 1999}),
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actions.AddRecord("Orders_summary_year", 5, {'year': 1999}),
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actions.BulkUpdateRecord("Orders_summary_year", [1,5], {"amount": [14.0, 17.0]}),
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actions.BulkUpdateRecord("Orders_summary_year", [1,5], {"count": [1,1]}),
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actions.BulkUpdateRecord("Orders_summary_year", [1,5], {"group": [[1], [10]]}),
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],
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"calls": {
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"Orders_summary_year": {
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'#lookup#year': 1, "group": 2, "amount": 2, "count": 2, "#lookup#": 1
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},
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"Orders": {"#lookup##summary#Orders_summary_year": 1,
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"#summary#Orders_summary_year": 1}}
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})
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self.assertPartialData("Orders_summary_year", ["id", "year", "count", "amount", "group" ], [
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[1, 2012, 1, 14.0, [1]],
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[2, 2013, 2, 29.0, [2,3]],
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[3, 2014, 3, 86.0, [4,5,6]],
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[4, 2015, 3, 89.0, [7,8,9]],
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[5, 1999, 1, 17.0, [10]],
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])
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def test_group_by_two(self):
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"""
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Test a summary table created by grouping on two columns.
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"""
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self.load_sample(self.sample)
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self.apply_user_action(["CreateViewSection", 2, 0, 'record', [10, 12], None])
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self.assertPartialData("Orders_summary_product_year", [
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"id", "year", "product", "count", "amount", "group"
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], [
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[1, 2012, "A", 1, 15.0, [1]],
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[2, 2013, "A", 2, 30.0, [2,3]],
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[3, 2014, "B", 2, 70.0, [4,5]],
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[4, 2014, "A", 1, 16.0, [6]],
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[5, 2015, "A", 2, 34.0, [7,10]],
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[6, 2015, "B", 2, 72.0, [8,9]],
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])
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# Changing a record from one product to another should cause the two affected lines to change,
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# or new lines to be created as needed.
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out_actions = self.update_records("Orders", ["id", "product"], [
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[2, "B"],
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[6, "B"],
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[7, "C"],
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])
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self.assertPartialOutActions(out_actions, {
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"stored": [
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actions.BulkUpdateRecord("Orders", [2, 6, 7], {"product": ["B", "B", "C"]}),
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actions.AddRecord("Orders_summary_product_year", 7, {'year': 2013, 'product': 'B'}),
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actions.AddRecord("Orders_summary_product_year", 8, {'year': 2015, 'product': 'C'}),
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actions.RemoveRecord("Orders_summary_product_year", 4),
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actions.BulkUpdateRecord("Orders_summary_product_year", [2,3,5,7,8], {
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"amount": [15.0, 86.0, 17.0, 15.0, 17.0]
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}),
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actions.BulkUpdateRecord("Orders_summary_product_year", [2,3,5,7,8], {
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"count": [1, 3, 1, 1, 1]
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}),
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actions.BulkUpdateRecord("Orders_summary_product_year", [2,3,5,7,8], {
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"group": [[3], [4,5,6], [10], [2], [7]]
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}),
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],
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})
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# Verify the results.
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self.assertPartialData("Orders_summary_product_year", [
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"id", "year", "product", "count", "amount", "group"
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], [
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[1, 2012, "A", 1, 15.0, [1]],
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[2, 2013, "A", 1, 15.0, [3]],
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[3, 2014, "B", 3, 86.0, [4,5,6]],
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[5, 2015, "A", 1, 17.0, [10]],
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[6, 2015, "B", 2, 72.0, [8,9]],
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[7, 2013, "B", 1, 15.0, [2]],
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[8, 2015, "C", 1, 17.0, [7]],
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])
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def test_group_with_references(self):
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"""
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Test summary tables grouped on indirect values. In this example we want for each
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customer.state, the number of customers and the total of their orders, which we can do either
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as a summary on the Customers table, or a summary on the Orders table.
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"""
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self.load_sample(self.sample)
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# Create a summary on the Customers table. Adding orders involves a lookup for each customer.
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self.apply_user_action(["CreateViewSection", 1, 0, 'record', [3], None])
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self.add_column("Customers_summary_state", "totalAmount",
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formula="sum(sum(Orders.lookupRecords(customer=c).amount) for c in $group)")
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self.assertPartialData("Customers_summary_state", ["id", "state", "count", "totalAmount"], [
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[1, "NY", 2, 103.0 ],
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[2, "CT", 2, 134.0 ],
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[3, "NJ", 1, 0.0 ],
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])
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# # Create the same summary on the Orders table, looking up 'state' via the Customer reference.
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# self.apply_user_action(["AddDerivedTableSource", "Summary4", "Orders",
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# {"state": "$customer.state"}])
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# self.add_column("Summary4", "numCustomers", formula="len(set($source_Orders.customer))")
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# self.add_column("Summary4", "totalAmount", formula="sum($source_Orders.amount)")
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# self.assertPartialData("Summary4", ["id", "state", "numCustomers", "totalAmount"], [
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# [1, "CT", 2, 134.0 ],
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# [2, "NY", 2, 103.0 ],
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# ])
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# In either case, changing an amount (from 36->37 for a CT customer) should update summaries.
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out_actions = self.update_record('Orders', 9, amount=37)
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self.assertPartialOutActions(out_actions, {
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"stored": [
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actions.UpdateRecord("Orders", 9, {"amount": 37}),
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actions.UpdateRecord("Customers_summary_state", 2, {"totalAmount": 135.0}),
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]
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})
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# In either case, changing a customer's state should trigger recomputation too.
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# We are changing a NY customer with $51 in orders to MA.
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self.update_record('Customers', 2, state="MA")
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self.assertPartialData("Customers_summary_state", ["id", "state", "count", "totalAmount"], [
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[1, "NY", 1, 52.0 ],
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[2, "CT", 2, 135.0 ],
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[3, "NJ", 1, 0.0 ],
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[4, "MA", 1, 51.0 ],
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])
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# self.assertPartialData("Summary4", ["id", "state", "numCustomers", "totalAmount"], [
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# [1, "CT", 2, 135.0 ],
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# [2, "NY", 1, 52.0 ],
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# [3, "MA", 1, 51.0 ],
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# ])
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# Similarly, changing an Order to refer to a different customer should update both tables.
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# Here we are changing a $17 order (#7) for a NY customer (#1) to a NJ customer (#4).
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out_actions = self.update_record("Orders", 7, customer=4)
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# self.assertPartialOutActions(out_actions, {
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# "stored": [actions.UpdateRecord("Orders", 7, {"customer": 4}),
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# actions.AddRecord("Summary4", 4, {"state": "NJ"}),
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# actions.UpdateRecord("Summary4", 4, {"manualSort": 4.0})]
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# })
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self.assertPartialData("Customers_summary_state", ["id", "state", "count", "totalAmount"], [
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[1, "NY", 1, 35.0 ],
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[2, "CT", 2, 135.0 ],
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[3, "NJ", 1, 17.0 ],
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[4, "MA", 1, 51.0 ],
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])
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# self.assertPartialData("Summary4", ["id", "state", "numCustomers", "totalAmount"], [
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# [1, "CT", 2, 135.0 ],
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# [2, "NY", 1, 35.0 ],
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# [3, "MA", 1, 51.0 ],
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# [4, "NJ", 1, 17.0 ],
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# ])
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def test_deletions(self):
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self.load_sample(self.sample)
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# Create a summary table summarizing count and total of orders by year.
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self.apply_user_action(["CreateViewSection", 2, 0, 'record', [10], None])
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self.assertPartialData("Orders_summary_year", ["id", "year", "count", "amount", "group" ], [
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[1, 2012, 1, 15.0, [1]],
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[2, 2013, 2, 30.0, [2,3]],
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[3, 2014, 3, 86.0, [4,5,6]],
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[4, 2015, 4, 106.0, [7,8,9,10]],
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])
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# Update a record so that a new line appears in the summary table.
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out_actions_update = self.update_record("Orders", 1, year=2007)
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self.assertPartialData("Orders_summary_year", ["id", "year", "count", "amount", "group" ], [
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[2, 2013, 2, 30.0, [2,3]],
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[3, 2014, 3, 86.0, [4,5,6]],
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[4, 2015, 4, 106.0, [7,8,9,10]],
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[5, 2007, 1, 15.0, [1]],
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])
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self.assertPartialOutActions(out_actions_update, {
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'stored': [
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['UpdateRecord', 'Orders', 1, {'year': 2007}],
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['AddRecord', 'Orders_summary_year', 5, {'year': 2007}],
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['RemoveRecord', 'Orders_summary_year', 1],
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['UpdateRecord', 'Orders_summary_year', 5, {'amount': 15.0}],
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['UpdateRecord', 'Orders_summary_year', 5, {'count': 1}],
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['UpdateRecord', 'Orders_summary_year', 5, {'group': ['L', 1]}],
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],
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'undo': [
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['UpdateRecord', 'Orders_summary_year', 1, {'group': ['L', 1]}],
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['UpdateRecord', 'Orders_summary_year', 1, {'count': 1}],
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['UpdateRecord', 'Orders_summary_year', 1, {'amount': 15.0}],
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['UpdateRecord', 'Orders', 1, {'year': 2012}],
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['RemoveRecord', 'Orders_summary_year', 5],
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['AddRecord', 'Orders_summary_year', 1, {'group': ['L'], 'year': 2012}],
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]})
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# Undo and ensure that the new line is gone from the summary table.
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out_actions_undo = self.apply_undo_actions(out_actions_update.undo)
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self.assertPartialData("Orders_summary_year", ["id", "year", "count", "amount", "group" ], [
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[1, 2012, 1, 15.0, [1]],
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[2, 2013, 2, 30.0, [2,3]],
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[3, 2014, 3, 86.0, [4,5,6]],
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[4, 2015, 4, 106.0, [7,8,9,10]],
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])
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self.assertPartialOutActions(out_actions_undo, {
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"stored": out_actions_update.undo[::-1],
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"calls": {
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"Orders_summary_year": {
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"#lookup#": 1, "#lookup#year": 1, "group": 1, "amount": 1, "count": 1
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},
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"Orders": {
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"#lookup##summary#Orders_summary_year": 1, "#summary#Orders_summary_year": 1,
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},
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},
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})
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