gristlabs_grist-core/sandbox/grist/test_summary2.py

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"""
Test of Summary tables. This has many test cases, so to keep files smaller, it's split into two
files: test_summary.py and test_summary2.py.
"""
import actions
import logger
import objtypes
import test_engine
import test_summary
from test_engine import Table, Column, View, Section, Field
log = logger.Logger(__name__, logger.INFO)
class TestSummary2(test_engine.EngineTestCase):
sample = test_summary.TestSummary.sample
starting_table = test_summary.TestSummary.starting_table
starting_table_data = test_summary.TestSummary.starting_table_data
def test_add_summary_formula(self):
# Verify that we can add a summary formula; that new sections automatically get columns
# matching the source table, and not other columns. Check that group-by columns override
# formula columns (if there are any by the same name).
# Start as in test_change_summary_formula() test case; see there for what tables and columns
# we expect to have at this point.
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
self.apply_user_action(["CreateViewSection", 1, 0, "record", []])
# Check that we cannot add a non-formula column.
with self.assertRaisesRegex(ValueError, r'non-formula column'):
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "average",
{"type": "Text", "isFormula": False}])
# Add two formula columns: one for 'state' (an existing column name, and a group-by column in
# some tables), and one for 'average' (a new column name).
self.apply_user_action(["AddColumn", "GristSummary_7_Address2", "state",
{"formula": "':'.join(sorted(set($group.state)))"}])
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "average",
{"formula": "$amount / $count"}])
# Add two more summary tables: by 'city', and by 'state', and see what columns they get.
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11]])
self.apply_user_action(["CreateViewSection", 1, 0, "record", [12]])
# And also a summary table for an existing breakdown.
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
# Check the table and columns for all the summary tables.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "state", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "count", "Int", True, "len($group)", 0),
Column(18, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(23, "average", "Any", True, "$amount / $count", 0),
]),
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(20, "count", "Int", True, "len($group)", 0),
Column(21, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(22, "state", "Any", True, "':'.join(sorted(set($group.state)))", 0),
]),
Table(4, "GristSummary_7_Address3", 0, 1, columns=[
Column(24, "city", "Text", False, "", 11),
Column(25, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(26, "count", "Int", True, "len($group)", 0),
Column(27, "state", "Any", True, "':'.join(sorted(set($group.state)))", 0),
Column(28, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
# Note that since 'state' is used as a group-by column here, we skip the 'state' formula.
Table(5, "GristSummary_7_Address4", 0, 1, columns=[
Column(29, "state", "Text", False, "", 12),
Column(30, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(31, "count", "Int", True, "len($group)", 0),
Column(32, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
# We should now have two sections for table 2 (the one with two group-by fields).
self.assertTableData('_grist_Views_section', cols="subset", data=[
["id", "parentId", "tableRef"],
[1, 1, 2],
[5, 5, 2],
], rows=lambda r: r.tableRef.id == 2)
self.assertTableData('_grist_Views_section_field', cols="subset", data=[
["id", "parentId", "colRef"],
[1, 1, 14],
[2, 1, 15],
[3, 1, 17],
[4, 1, 18],
[8, 1, 23],
[16, 5, 14],
[17, 5, 15],
[18, 5, 17],
[19, 5, 18], # new section doesn't automatically get 'average' column
], rows=lambda r: r.parentId.id in {1,5})
# Check that the data is as we expect.
self.assertTableData('GristSummary_7_Address', cols="all", data=[
[ "id", "city", "state", "group", "count", "amount", "average" ],
[ 1, "New York", "NY" , [21,26,31],3, 1.+6+11 , (1.+6+11)/3 ],
[ 2, "Albany", "NY" , [22], 1, 2. , 2. ],
[ 3, "Seattle", "WA" , [23], 1, 3. , 3. ],
[ 4, "Chicago", "IL" , [24], 1, 4. , 4. ],
[ 5, "Bedford", "MA" , [25], 1, 5. , 5. ],
[ 6, "Buffalo", "NY" , [27], 1, 7. , 7. ],
[ 7, "Bedford", "NY" , [28], 1, 8. , 8. ],
[ 8, "Boston", "MA" , [29], 1, 9. , 9. ],
[ 9, "Yonkers", "NY" , [30], 1, 10. , 10. ],
])
self.assertTableData('GristSummary_7_Address2', cols="all", data=[
[ "id", "count", "amount", "state" , "group" ],
[ 1, 11, 66.0 , "IL:MA:NY:WA" , [21,22,23,24,25,26,27,28,29,30,31]],
])
self.assertTableData('GristSummary_7_Address3', cols="subset", data=[
[ "id", "city", "count", "amount", "state" ],
[ 1, "New York", 3, 1.+6+11 , "NY" ],
[ 2, "Albany", 1, 2. , "NY" ],
[ 3, "Seattle", 1, 3. , "WA" ],
[ 4, "Chicago", 1, 4. , "IL" ],
[ 5, "Bedford", 2, 5.+8 , "MA:NY"],
[ 6, "Buffalo", 1, 7. , "NY" ],
[ 7, "Boston", 1, 9. , "MA" ],
[ 8, "Yonkers", 1, 10. , "NY" ],
])
self.assertTableData('GristSummary_7_Address4', cols="subset", data=[
[ "id", "state", "count", "amount" ],
[ 1, "NY", 7, 1.+2+6+7+8+10+11 ],
[ 2, "WA", 1, 3. ],
[ 3, "IL", 1, 4. ],
[ 4, "MA", 2, 5.+9 ],
])
# Modify a value, and check that various tables got updated correctly.
out_actions = self.update_record("Address", 28, state="MA")
self.assertPartialOutActions(out_actions, {
"stored": [
actions.UpdateRecord("Address", 28, {'state': 'MA'}),
actions.BulkUpdateRecord("GristSummary_7_Address", [5,7], {'amount': [5.0 + 8.0, 0.0]}),
actions.BulkUpdateRecord("GristSummary_7_Address", [5,7],
{'average': [6.5, objtypes.RaisedException(ZeroDivisionError())]}),
actions.BulkUpdateRecord("GristSummary_7_Address", [5,7], {'count': [2, 0]}),
actions.BulkUpdateRecord("GristSummary_7_Address", [5,7], {'group': [[25, 28], []]}),
actions.UpdateRecord("GristSummary_7_Address3", 5, {'state': "MA"}),
actions.BulkUpdateRecord("GristSummary_7_Address4", [1,4],
{'amount': [1.+2+6+7+10+11, 5.+8+9]}),
actions.BulkUpdateRecord("GristSummary_7_Address4", [1,4], {'count': [6, 3]}),
actions.BulkUpdateRecord("GristSummary_7_Address4", [1,4],
{'group': [[21,22,26,27,30,31], [25,28,29]]}),
]
})
#----------------------------------------------------------------------
def test_summary_col_rename(self):
# Verify that renaming a column in a source table causes appropriate renames in the summary
# tables, and that renames of group-by columns in summary tables are disallowed.
# Start as in test_change_summary_formula() test case; see there for what tables and columns
# we expect to have at this point.
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
self.apply_user_action(["CreateViewSection", 1, 0, "record", []])
# Check that we cannot rename a summary group-by column. (Perhaps it's better to raise an
# exception, but currently we translate the invalid request to a no-op.)
with self.assertRaisesRegex(ValueError, r'Cannot modify .* group-by'):
self.apply_user_action(["RenameColumn", "GristSummary_7_Address", "state", "s"])
# Verify all data. We'll repeat this after renamings to make sure there are no errors.
self.assertTableData("Address", self.starting_table_data)
self.assertTableData('GristSummary_7_Address', cols="all", data=[
[ "id", "city", "state", "group", "count", "amount" ],
[ 1, "New York", "NY" , [21,26,31],3, 1.+6+11 ],
[ 2, "Albany", "NY" , [22], 1, 2. ],
[ 3, "Seattle", "WA" , [23], 1, 3. ],
[ 4, "Chicago", "IL" , [24], 1, 4. ],
[ 5, "Bedford", "MA" , [25], 1, 5. ],
[ 6, "Buffalo", "NY" , [27], 1, 7. ],
[ 7, "Bedford", "NY" , [28], 1, 8. ],
[ 8, "Boston", "MA" , [29], 1, 9. ],
[ 9, "Yonkers", "NY" , [30], 1, 10. ],
])
self.assertTableData('GristSummary_7_Address2', cols="all", data=[
[ "id", "count", "amount", "group" ],
[ 1, 11, 66.0 , [21,22,23,24,25,26,27,28,29,30,31]],
])
# This should work fine, and should affect sister tables.
self.apply_user_action(["RenameColumn", "GristSummary_7_Address", "count", "xcount"])
# These are the tables and columns we automatically get.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "state", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "xcount", "Int", True, "len($group)", 0),
Column(18, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(20, "xcount", "Int", True, "len($group)", 0),
Column(21, "amount", "Numeric", True, "SUM($group.amount)", 0),
])
])
# Check that renames in the source table translate to renames in the summary table.
self.apply_user_action(["RenameColumn", "Address", "state", "xstate"])
self.apply_user_action(["RenameColumn", "Address", "amount", "xamount"])
self.assertTables([
Table(1, "Address", primaryViewId=0, summarySourceTable=0, columns=[
Column(11, "city", "Text", False, "", 0),
Column(12, "xstate", "Text", False, "", 0),
Column(13, "xamount", "Numeric", False, "", 0),
]),
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "xstate", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "xcount", "Int", True, "len($group)", 0),
Column(18, "xamount", "Numeric", True, "SUM($group.xamount)", 0),
]),
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(20, "xcount", "Int", True, "len($group)", 0),
Column(21, "xamount", "Numeric", True, "SUM($group.xamount)", 0),
])
])
def replace_col_names(data, **col_renames):
return [[col_renames.get(c, c) for c in data[0]]] + data[1:]
# Verify actual data to make sure we don't have formula errors.
address_table_data = replace_col_names(
self.starting_table_data, state='xstate', amount='xamount')
self.assertTableData("Address", address_table_data)
self.assertTableData('GristSummary_7_Address', cols="all", data=[
[ "id", "city", "xstate", "group", "xcount", "xamount" ],
[ 1, "New York", "NY" , [21,26,31],3, 1.+6+11 ],
[ 2, "Albany", "NY" , [22], 1, 2. ],
[ 3, "Seattle", "WA" , [23], 1, 3. ],
[ 4, "Chicago", "IL" , [24], 1, 4. ],
[ 5, "Bedford", "MA" , [25], 1, 5. ],
[ 6, "Buffalo", "NY" , [27], 1, 7. ],
[ 7, "Bedford", "NY" , [28], 1, 8. ],
[ 8, "Boston", "MA" , [29], 1, 9. ],
[ 9, "Yonkers", "NY" , [30], 1, 10. ],
])
self.assertTableData('GristSummary_7_Address2', cols="all", data=[
[ "id", "xcount", "xamount", "group" ],
[ 1, 11, 66.0 , [21,22,23,24,25,26,27,28,29,30,31]],
])
# Add a conflicting name to a summary table and see how renames behave.
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "foo",
{"formula": "$xamount * 100"}])
self.apply_user_action(["RenameColumn", "Address", "xstate", "foo"])
self.apply_user_action(["RenameColumn", "Address", "xamount", "foo"])
self.apply_user_action(["RenameColumn", "Address", "city", "city"])
self.assertTables([
Table(1, "Address", primaryViewId=0, summarySourceTable=0, columns=[
Column(11, "city", "Text", False, "", 0),
Column(12, "foo2", "Text", False, "", 0),
Column(13, "foo3", "Numeric", False, "", 0),
]),
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "foo2", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "xcount", "Int", True, "len($group)", 0),
Column(18, "foo3", "Numeric", True, "SUM($group.foo3)", 0),
Column(22, "foo", "Any", True, "$foo3 * 100", 0),
]),
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(20, "xcount", "Int", True, "len($group)", 0),
Column(21, "foo3", "Numeric", True, "SUM($group.foo3)", 0),
])
])
# Verify actual data again to make sure we don't have formula errors.
address_table_data = replace_col_names(
address_table_data, xstate='foo2', xamount='foo3')
self.assertTableData("Address", address_table_data)
self.assertTableData('GristSummary_7_Address', cols="all", data=[
[ "id", "city", "foo2" , "group", "xcount", "foo3", "foo" ],
[ 1, "New York", "NY" , [21,26,31],3, 1.+6+11, 100*(1.+6+11) ],
[ 2, "Albany", "NY" , [22], 1, 2. , 100*(2.) ],
[ 3, "Seattle", "WA" , [23], 1, 3. , 100*(3.) ],
[ 4, "Chicago", "IL" , [24], 1, 4. , 100*(4.) ],
[ 5, "Bedford", "MA" , [25], 1, 5. , 100*(5.) ],
[ 6, "Buffalo", "NY" , [27], 1, 7. , 100*(7.) ],
[ 7, "Bedford", "NY" , [28], 1, 8. , 100*(8.) ],
[ 8, "Boston", "MA" , [29], 1, 9. , 100*(9.) ],
[ 9, "Yonkers", "NY" , [30], 1, 10. , 100*(10.) ],
])
self.assertTableData('GristSummary_7_Address2', cols="all", data=[
[ "id", "xcount", "foo3" , "group" ],
[ 1, 11, 66.0 , [21,22,23,24,25,26,27,28,29,30,31]],
])
# Check that update to widgetOptions in source table affects group-by columns and not formula
# columns. (Same should be true for type, but not tested here.)
self.apply_user_action(["ModifyColumn", "Address", "foo2", {"widgetOptions": "hello"}])
self.apply_user_action(["ModifyColumn", "Address", "foo3", {"widgetOptions": "world"}])
self.assertTableData('_grist_Tables_column', cols="subset", data=[
['id', 'colId', 'isFormula', 'widgetOptions'],
[12, 'foo2', False, 'hello'],
[13, 'foo3', False, 'world'],
[15, 'foo2', False, 'hello'],
[18, 'foo3', True, 'WidgetOptions2'],
[21, 'foo3', True, 'WidgetOptions2'],
], rows=lambda r: r.colId in ('foo2', 'foo3'))
#----------------------------------------------------------------------
def test_restrictions(self):
# Verify various restrictions on summary tables
# (1) no adding/removing/renaming non-formula columns.
# (2) no converting between formula/non-formula
# (3) no editing values in non-formula columns
# (4) no removing rows (this is questionable b/c empty rows might be OK to remove)
# (5) no renaming summary tables.
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
self.apply_user_action(["CreateViewSection", 1, 0, "record", []])
self.assertTableData('GristSummary_7_Address', cols="all", data=[
[ "id", "city", "state", "group", "count", "amount" ],
[ 1, "New York", "NY" , [21,26,31],3, 1.+6+11 ],
[ 2, "Albany", "NY" , [22], 1, 2. ],
[ 3, "Seattle", "WA" , [23], 1, 3. ],
[ 4, "Chicago", "IL" , [24], 1, 4. ],
[ 5, "Bedford", "MA" , [25], 1, 5. ],
[ 6, "Buffalo", "NY" , [27], 1, 7. ],
[ 7, "Bedford", "NY" , [28], 1, 8. ],
[ 8, "Boston", "MA" , [29], 1, 9. ],
[ 9, "Yonkers", "NY" , [30], 1, 10. ],
])
# (1) no adding/removing/renaming non-formula columns.
with self.assertRaisesRegex(ValueError, r'non-formula column'):
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "foo",
{"type": "Numeric", "isFormula": False}])
with self.assertRaisesRegex(ValueError, r'group-by column'):
self.apply_user_action(["RemoveColumn", "GristSummary_7_Address", "state"])
with self.assertRaisesRegex(ValueError, r'Cannot modify .* group-by'):
self.apply_user_action(["RenameColumn", "GristSummary_7_Address", "state", "st"])
# (2) no converting between formula/non-formula
with self.assertRaisesRegex(ValueError, r'Cannot change .* formula and data'):
self.apply_user_action(["ModifyColumn", "GristSummary_7_Address", "amount",
{"isFormula": False}])
with self.assertRaisesRegex(ValueError, r'Cannot change .* formula and data'):
self.apply_user_action(["ModifyColumn", "GristSummary_7_Address", "state",
{"isFormula": True}])
# (3) no editing values in non-formula columns
with self.assertRaisesRegex(ValueError, r'Cannot enter data .* group-by'):
self.apply_user_action(["UpdateRecord", "GristSummary_7_Address", 6, {"state": "ny"}])
# (4) no removing rows (this is questionable b/c empty rows might be OK to remove)
with self.assertRaisesRegex(ValueError, r'Cannot remove record .* summary'):
self.apply_user_action(["RemoveRecord", "GristSummary_7_Address", 6])
# (5) no renaming summary tables.
with self.assertRaisesRegex(ValueError, r'cannot rename .* summary'):
self.apply_user_action(["RenameTable", "GristSummary_7_Address", "GristSummary_hello"])
# Check that we can add an empty column, then set a formula for it.
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "foo", {}])
self.apply_user_action(["ModifyColumn", "GristSummary_7_Address", "foo", {"formula": "1+1"}])
with self.assertRaisesRegex(ValueError, "Can't save .* to formula"):
self.apply_user_action(["UpdateRecord", "GristSummary_7_Address", 1, {"foo": "hello"}])
# But we cannot add an empty column, then add a value to it.
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "foo2", {}])
with self.assertRaisesRegex(ValueError, r'Cannot change .* between formula and data'):
self.apply_user_action(["UpdateRecord", "GristSummary_7_Address", 1, {"foo2": "hello"}])
self.assertTableData('GristSummary_7_Address', cols="all", data=[
[ "id", "city", "state", "group", "count", "amount", "foo", "foo2" ],
[ 1, "New York", "NY" , [21,26,31],3, 1.+6+11 , 2 , None ],
[ 2, "Albany", "NY" , [22], 1, 2. , 2 , None ],
[ 3, "Seattle", "WA" , [23], 1, 3. , 2 , None ],
[ 4, "Chicago", "IL" , [24], 1, 4. , 2 , None ],
[ 5, "Bedford", "MA" , [25], 1, 5. , 2 , None ],
[ 6, "Buffalo", "NY" , [27], 1, 7. , 2 , None ],
[ 7, "Bedford", "NY" , [28], 1, 8. , 2 , None ],
[ 8, "Boston", "MA" , [29], 1, 9. , 2 , None ],
[ 9, "Yonkers", "NY" , [30], 1, 10. , 2 , None ],
])
#----------------------------------------------------------------------
def test_update_summary_section(self):
# Verify that we can change the group-by for a view section, and that unused tables get
# removed.
def get_helper_cols(table_id):
return [c for c in self.engine.tables[table_id].all_columns if c.startswith('#summary#')]
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
# We should have a single summary table, and a single section referring to it.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "state", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "count", "Int", True, "len($group)", 0),
Column(18, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=2, fields=[
Field(1, colRef=14),
Field(2, colRef=15),
Field(3, colRef=17),
Field(4, colRef=18),
])
])])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address'])
# Verify more fields of some of the new column objects.
self.assertTableData('_grist_Tables_column', rows="subset", cols="subset", data=[
['id', 'colId', 'type', 'formula', 'widgetOptions', 'label'],
[14, 'city', 'Text', '', '', 'City'],
[15, 'state', 'Text', '', 'WidgetOptions1', 'State'],
[18, 'amount', 'Numeric', 'SUM($group.amount)', 'WidgetOptions2', 'Amount'],
])
# Now change the group-by to just one of the columns ('state')
self.apply_user_action(["UpdateSummaryViewSection", 1, [12]])
self.assertTables([
self.starting_table,
# Note that Table #2 is gone at this point, since it's unused.
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "state", "Text", False, "", 12),
Column(20, "count", "Int", True, "len($group)", 0),
Column(21, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(22, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=3, fields=[
Field(2, colRef=19),
Field(3, colRef=20),
Field(4, colRef=21),
])
])])
self.assertTableData('GristSummary_7_Address2', cols="subset", data=[
[ "id", "state", "count", "amount" ],
[ 1, "NY", 7, 1.+2+6+7+8+10+11 ],
[ 2, "WA", 1, 3. ],
[ 3, "IL", 1, 4. ],
[ 4, "MA", 2, 5.+9 ],
])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address2'])
# Verify more fields of some of the new column objects.
self.assertTableData('_grist_Tables_column', rows="subset", cols="subset", data=[
['id', 'colId', 'type', 'formula', 'widgetOptions', 'label'],
[19, 'state', 'Text', '', 'WidgetOptions1', 'State'],
[21, 'amount', 'Numeric', 'SUM($group.amount)', 'WidgetOptions2', 'Amount'],
])
# Change group-by to a different single column ('city')
self.apply_user_action(["UpdateSummaryViewSection", 1, [11]])
self.assertTables([
self.starting_table,
# Note that Table #3 is gone at this point, since it's unused.
Table(4, "GristSummary_7_Address", 0, 1, columns=[
Column(23, "city", "Text", False, "", 11),
Column(24, "count", "Int", True, "len($group)", 0),
Column(25, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(26, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=4, fields=[
Field(5, colRef=23),
Field(3, colRef=24),
Field(4, colRef=25),
])
])])
self.assertTableData('GristSummary_7_Address', cols="subset", data=[
[ "id", "city", "count", "amount" ],
[ 1, "New York", 3, 1.+6+11 ],
[ 2, "Albany", 1, 2. ],
[ 3, "Seattle", 1, 3. ],
[ 4, "Chicago", 1, 4. ],
[ 5, "Bedford", 2, 5.+8 ],
[ 6, "Buffalo", 1, 7. ],
[ 7, "Boston", 1, 9. ],
[ 8, "Yonkers", 1, 10. ],
])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address'])
# Verify more fields of some of the new column objects.
self.assertTableData('_grist_Tables_column', rows="subset", cols="subset", data=[
['id', 'colId', 'type', 'formula', 'widgetOptions', 'label'],
[23, 'city', 'Text', '', '', 'City'],
[25, 'amount', 'Numeric', 'SUM($group.amount)', 'WidgetOptions2', 'Amount'],
])
# Change group-by to no columns (totals)
self.apply_user_action(["UpdateSummaryViewSection", 1, []])
self.assertTables([
self.starting_table,
# Note that Table #4 is gone at this point, since it's unused.
Table(5, "GristSummary_7_Address2", 0, 1, columns=[
Column(27, "count", "Int", True, "len($group)", 0),
Column(28, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(29, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=5, fields=[
Field(3, colRef=27),
Field(4, colRef=28),
])
])])
self.assertTableData('GristSummary_7_Address2', cols="subset", data=[
[ "id", "count", "amount"],
[ 1, 11, 66.0 ],
])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address2'])
# Back to full circle, but with group-by columns differently arranged.
self.apply_user_action(["UpdateSummaryViewSection", 1, [12,11]])
self.assertTables([
self.starting_table,
# Note that Table #5 is gone at this point, since it's unused.
Table(6, "GristSummary_7_Address", 0, 1, columns=[
Column(30, "state", "Text", False, "", 12),
Column(31, "city", "Text", False, "", 11),
Column(32, "count", "Int", True, "len($group)", 0),
Column(33, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(34, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=6, fields=[
Field(5, colRef=30),
Field(6, colRef=31),
Field(3, colRef=32),
Field(4, colRef=33),
])
])])
self.assertTableData('GristSummary_7_Address', cols="subset", data=[
[ "id", "city", "state", "count", "amount" ],
[ 1, "New York", "NY" , 3, 1.+6+11 ],
[ 2, "Albany", "NY" , 1, 2. ],
[ 3, "Seattle", "WA" , 1, 3. ],
[ 4, "Chicago", "IL" , 1, 4. ],
[ 5, "Bedford", "MA" , 1, 5. ],
[ 6, "Buffalo", "NY" , 1, 7. ],
[ 7, "Bedford", "NY" , 1, 8. ],
[ 8, "Boston", "MA" , 1, 9. ],
[ 9, "Yonkers", "NY" , 1, 10. ],
])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address'])
# Now add a different view section with the same group-by columns.
self.apply_user_action(["CreateViewSection", 1, 1, "record", [11,12]])
self.assertTables([
self.starting_table,
Table(6, "GristSummary_7_Address", 0, 1, columns=[
Column(30, "state", "Text", False, "", 12),
Column(31, "city", "Text", False, "", 11),
Column(32, "count", "Int", True, "len($group)", 0),
Column(33, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(34, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=6, fields=[
Field(5, colRef=30),
Field(6, colRef=31),
Field(3, colRef=32),
Field(4, colRef=33),
]),
Section(2, parentKey="record", tableRef=6, fields=[
Field(7, colRef=31),
Field(8, colRef=30),
Field(9, colRef=32),
Field(10, colRef=33),
])
])])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address'])
# Change one view section, and ensure there are now two summary tables.
self.apply_user_action(["UpdateSummaryViewSection", 2, []])
self.assertTables([
self.starting_table,
Table(6, "GristSummary_7_Address", 0, 1, columns=[
Column(30, "state", "Text", False, "", 12),
Column(31, "city", "Text", False, "", 11),
Column(32, "count", "Int", True, "len($group)", 0),
Column(33, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(34, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
Table(7, "GristSummary_7_Address2", 0, 1, columns=[
Column(35, "count", "Int", True, "len($group)", 0),
Column(36, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(37, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=6, fields=[
Field(5, colRef=30),
Field(6, colRef=31),
Field(3, colRef=32),
Field(4, colRef=33),
]),
Section(2, parentKey="record", tableRef=7, fields=[
Field(9, colRef=35),
Field(10, colRef=36),
])
])])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address',
'#summary#GristSummary_7_Address2'])
# Delete one view section, and see that the summary table is gone.
self.apply_user_action(["RemoveViewSection", 2])
self.assertTables([
self.starting_table,
# Note that Table #7 is gone at this point, since it's now unused.
Table(6, "GristSummary_7_Address", 0, 1, columns=[
Column(30, "state", "Text", False, "", 12),
Column(31, "city", "Text", False, "", 11),
Column(32, "count", "Int", True, "len($group)", 0),
Column(33, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(34, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
])
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=6, fields=[
Field(5, colRef=30),
Field(6, colRef=31),
Field(3, colRef=32),
Field(4, colRef=33),
])
])])
self.assertEqual(get_helper_cols('Address'), ['#summary#GristSummary_7_Address'])
# Change the section to add and then remove the "amount" to the group-by column; check that
# column "amount" was correctly restored
self.apply_user_action(["UpdateSummaryViewSection", 1, [11, 12, 13]])
self.assertTables([
self.starting_table,
Table(7, "GristSummary_7_Address2", 0, 1, columns=[
Column(35, "city", "Text", False, "", 11),
Column(36, "state", "Text", False, "", 12),
Column(37, "amount", "Numeric", False, "", 13),
Column(38, "count", "Int", True, "len($group)", 0),
Column(39, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=7, fields=[
Field(6, colRef=35),
Field(5, colRef=36),
Field(7, colRef=37),
Field(3, colRef=38),
])
])])
self.apply_user_action(["UpdateSummaryViewSection", 1, [11,12]])
self.assertTables([
self.starting_table,
Table(8, "GristSummary_7_Address", 0, 1, columns=[
Column(40, "city", "Text", False, "", 11),
Column(41, "state", "Text", False, "", 12),
Column(42, "count", "Int", True, "len($group)", 0),
Column(43, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(44, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=8, fields=[
Field(6, colRef=40),
Field(5, colRef=41),
Field(3, colRef=42),
Field(7, colRef=44),
])
])])
# Delete source table, and ensure its summary table is also gone.
self.apply_user_action(["RemoveTable", "Address"])
self.assertTables([])
self.assertViews([])
#----------------------------------------------------------------------
def test_update_groupby_override(self):
# Verify that if we add a group-by column that conflicts with a formula, group-by column wins.
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [12]])
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "city",
{"formula": "$state.lower()"}])
# We should have a single summary table, and a single section referring to it.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "state", "Text", False, "", 12),
Column(15, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(16, "count", "Int", True, "len($group)", 0),
Column(17, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(18, "city", "Any", True, "$state.lower()", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=2, fields=[
Field(1, colRef=14),
Field(2, colRef=16),
Field(3, colRef=17),
Field(4, colRef=18),
])
])])
self.assertTableData('GristSummary_7_Address', cols="subset", data=[
[ "id", "state", "count", "amount" , "city"],
[ 1, "NY", 7, 1.+2+6+7+8+10+11 , "ny" ],
[ 2, "WA", 1, 3. , "wa" ],
[ 3, "IL", 1, 4. , "il" ],
[ 4, "MA", 2, 5.+9 , "ma" ],
])
# Change the section to add "city" as a group-by column; check that the formula is gone.
self.apply_user_action(["UpdateSummaryViewSection", 1, [11,12]])
self.assertTables([
self.starting_table,
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "city", "Text", False, "", 11),
Column(20, "state", "Text", False, "", 12),
Column(21, "count", "Int", True, "len($group)", 0),
Column(22, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(23, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=3, fields=[
# We requested 'city' to come before 'state', check that this is the case.
Field(4, colRef=19),
Field(1, colRef=20),
Field(2, colRef=21),
Field(3, colRef=22),
])
])])
# TODO We should have more tests on UpdateSummaryViewSection that rearranges columns in
# interesting ways (e.g. add new column to middle of existing group-by columns; put group-by
# columns in the middle of other fields then UpdateSummary to rearrange them).
#----------------------------------------------------------------------
def test_cleanup_on_view_remove(self):
# Verify that if we remove a view, that unused summary tables get cleaned up.
# Create one view with one summary section, and another view with three sections.
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]]) # Creates View #1
self.apply_user_action(["CreateViewSection", 1, 0, "record", []]) # Creates View #2
self.apply_user_action(["CreateViewSection", 1, 2, "record", [11,12]]) # Refers to View #2
self.apply_user_action(["CreateViewSection", 1, 2, "record", [12]]) # Refers to View #2
# We should have a single summary table, and a single section referring to it.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "state", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "count", "Int", True, "len($group)", 0),
Column(18, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(20, "count", "Int", True, "len($group)", 0),
Column(21, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
Table(4, "GristSummary_7_Address3", 0, 1, columns=[
Column(22, "state", "Text", False, "", 12),
Column(23, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(24, "count", "Int", True, "len($group)", 0),
Column(25, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=2, fields=[
Field(1, colRef=14),
Field(2, colRef=15),
Field(3, colRef=17),
Field(4, colRef=18),
])
]), View(2, sections=[
Section(2, parentKey="record", tableRef=3, fields=[
Field(5, colRef=20),
Field(6, colRef=21),
]),
Section(3, parentKey="record", tableRef=2, fields=[
Field(7, colRef=14),
Field(8, colRef=15),
Field(9, colRef=17),
Field(10, colRef=18),
]),
Section(4, parentKey="record", tableRef=4, fields=[
Field(11, colRef=22),
Field(12, colRef=24),
Field(13, colRef=25),
])
])])
# Now change the group-by to just one of the columns ('state')
self.apply_user_action(["RemoveView", 2])
# Verify that unused summary tables are also gone, but the one used remains.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "state", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "count", "Int", True, "len($group)", 0),
Column(18, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
self.assertViews([View(1, sections=[
Section(1, parentKey="record", tableRef=2, fields=[
Field(1, colRef=14),
Field(2, colRef=15),
Field(3, colRef=17),
Field(4, colRef=18),
])
])])
#----------------------------------------------------------------------
@test_engine.test_undo
def test_update_sort_spec(self):
# Verify that we correctly update sort spec when we update a summary view section.
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
self.apply_user_action(["UpdateRecord", "_grist_Views_section", 1,
{"sortColRefs": "[15,14,-17]"}])
# We should have a single summary table, and a single section referring to it.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "state", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "count", "Int", True, "len($group)", 0),
Column(18, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
self.assertTableData('_grist_Views_section', cols="subset", data=[
["id", "tableRef", "sortColRefs"],
[1, 2, "[15,14,-17]"],
])
# Now change the group-by to just one of the columns ('state')
self.apply_user_action(["UpdateSummaryViewSection", 1, [12]])
self.assertTables([
self.starting_table,
# Note that Table #2 is gone at this point, since it's unused.
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "state", "Text", False, "", 12),
Column(20, "count", "Int", True, "len($group)", 0),
Column(21, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(22, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
]),
])
# Verify that sortColRefs refers to new columns.
self.assertTableData('_grist_Views_section', cols="subset", data=[
["id", "tableRef", "sortColRefs"],
[1, 3, "[19,-20]"],
])
#----------------------------------------------------------------------
def test_detach_summary_section(self):
# Verify that "DetachSummaryViewSection" useraction works correctly.
self.load_sample(self.sample)
# Add a couple of summary tables.
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
self.apply_user_action(["CreateViewSection", 1, 0, "record", []])
# Add a formula column
self.apply_user_action(["AddColumn", "GristSummary_7_Address", "average",
{"formula": "$amount / $count"}])
# Check the table and columns for all the summary tables.
self.assertTables([
self.starting_table,
Table(2, "GristSummary_7_Address", 0, 1, columns=[
Column(14, "city", "Text", False, "", 11),
Column(15, "state", "Text", False, "", 12),
Column(16, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(17, "count", "Int", True, "len($group)", 0),
Column(18, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(22, "average", "Any", True, "$amount / $count", 0),
]),
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(20, "count", "Int", True, "len($group)", 0),
Column(21, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
self.assertTableData('_grist_Views_section', cols="subset", data=[
["id", "parentId", "tableRef"],
[1, 1, 2],
[2, 2, 3],
])
self.assertTableData('_grist_Views_section_field', cols="subset", data=[
["id", "parentId", "colRef"],
[1, 1, 14],
[2, 1, 15],
[3, 1, 17],
[4, 1, 18],
[7, 1, 22],
[5, 2, 20],
[6, 2, 21],
], sort=lambda r: (r.parentId, r.id))
# Now save one section as a separate table, i.e. "detach" it from its source.
self.apply_user_action(["DetachSummaryViewSection", 1])
# Check the table and columns for all the summary tables.
self.assertTables([
self.starting_table,
Table(3, "GristSummary_7_Address2", 0, 1, columns=[
Column(19, "group", "RefList:Address", True, "table.getSummarySourceGroup(rec)", 0),
Column(20, "count", "Int", True, "len($group)", 0),
Column(21, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
Table(4, "Table1", primaryViewId=3, summarySourceTable=0, columns=[
Column(23, "manualSort", "ManualSortPos", False, "", 0),
Column(24, "city", "Text", False, "", 0),
Column(25, "state", "Text", False, "", 0),
Column(26, "count", "Int", True, "len($group)", 0),
Column(27, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(28, "average", "Any", True, "$amount / $count", 0),
Column(29, "group", "RefList:Address", True,
"Address.lookupRecords(city=$city, state=$state)", 0),
]),
])
# We should now have two sections for table 2 (the one with two group-by fields).
self.assertTableData('_grist_Views_section', cols="subset", rows=lambda r: r.parentId, data=[
["id", "parentId", "tableRef"],
[1, 1, 4],
[2, 2, 3],
[3, 3, 4],
])
self.assertTableData(
'_grist_Views_section_field', cols="subset", rows=lambda r: r.parentId.parentId, data=[
["id", "parentId", "colRef"],
[1, 1, 24],
[2, 1, 25],
[3, 1, 26],
[4, 1, 27],
[7, 1, 28],
[5, 2, 20],
[6, 2, 21],
[8, 3, 24],
[9, 3, 25],
[10, 3, 26],
[11, 3, 27],
[12, 3, 28],
], sort=lambda r: (r.parentId, r.id))
# Check that the data is as we expect.
self.assertTableData('Table1', cols="all", data=[
[ "id", "manualSort", "city", "state", "group", "count", "amount", "average" ],
[ 1, 1.0, "New York", "NY" , [21,26,31],3, 1.+6+11 , (1.+6+11)/3 ],
[ 2, 2.0, "Albany", "NY" , [22], 1, 2. , 2. ],
[ 3, 3.0, "Seattle", "WA" , [23], 1, 3. , 3. ],
[ 4, 4.0, "Chicago", "IL" , [24], 1, 4. , 4. ],
[ 5, 5.0, "Bedford", "MA" , [25], 1, 5. , 5. ],
[ 6, 6.0, "Buffalo", "NY" , [27], 1, 7. , 7. ],
[ 7, 7.0, "Bedford", "NY" , [28], 1, 8. , 8. ],
[ 8, 8.0, "Boston", "MA" , [29], 1, 9. , 9. ],
[ 9, 9.0, "Yonkers", "NY" , [30], 1, 10. , 10. ],
])
self.assertTableData('GristSummary_7_Address2', cols="all", data=[
[ "id", "count", "amount", "group" ],
[ 1, 11, 66.0 , [21,22,23,24,25,26,27,28,29,30,31]],
])
#----------------------------------------------------------------------
def test_summary_of_detached(self):
# Verify that we can make a summary table of a detached table. This is mainly to ensure that
# we handle well the presence of columns like 'group' and 'count' in the source table.
# Add a summary table and detach it. Then add a summary table of that table.
self.load_sample(self.sample)
self.apply_user_action(["CreateViewSection", 1, 0, "record", [11,12]])
self.apply_user_action(["DetachSummaryViewSection", 1])
# Create a summary of the detached table (tableRef 3) by state (colRef 21).
self.apply_user_action(["CreateViewSection", 3, 0, "record", [21]])
# Verify the resulting metadata.
self.assertTables([
self.starting_table,
Table(3, "Table1", primaryViewId=2, summarySourceTable=0, columns=[
Column(19, "manualSort", "ManualSortPos", False, "", 0),
Column(20, "city", "Text", False, "", 0),
Column(21, "state", "Text", False, "", 0),
Column(22, "count", "Int", True, "len($group)", 0),
Column(23, "amount", "Numeric", True, "SUM($group.amount)", 0),
Column(24, "group", "RefList:Address", True,
"Address.lookupRecords(city=$city, state=$state)", 0),
]),
Table(4, "GristSummary_6_Table1", primaryViewId=0, summarySourceTable=3, columns=[
Column(25, "state", "Text", False, "", 21),
Column(26, "group", "RefList:Table1", True, "table.getSummarySourceGroup(rec)", 0),
Column(27, "count", "Int", True, "SUM($group.count)", 0),
Column(28, "amount", "Numeric", True, "SUM($group.amount)", 0),
]),
])
# Check that the data is as we expect. Table1 is the same as in the previous test case.
self.assertTableData('Table1', cols="all", data=[
[ "id", "manualSort", "city", "state", "group", "count", "amount" ],
[ 1, 1.0, "New York", "NY" , [21,26,31],3, 1.+6+11 ],
[ 2, 2.0, "Albany", "NY" , [22], 1, 2. ],
[ 3, 3.0, "Seattle", "WA" , [23], 1, 3. ],
[ 4, 4.0, "Chicago", "IL" , [24], 1, 4. ],
[ 5, 5.0, "Bedford", "MA" , [25], 1, 5. ],
[ 6, 6.0, "Buffalo", "NY" , [27], 1, 7. ],
[ 7, 7.0, "Bedford", "NY" , [28], 1, 8. ],
[ 8, 8.0, "Boston", "MA" , [29], 1, 9. ],
[ 9, 9.0, "Yonkers", "NY" , [30], 1, 10. ],
])
self.assertTableData('GristSummary_6_Table1', cols="all", data=[
[ "id", "state", "group", "count", "amount" ],
[ 1, "NY", [1,2,6,7,9], 7, 1.+6+11+2+7+8+10 ],
[ 2, "WA", [3], 1, 3. ],
[ 3, "IL", [4], 1, 4. ],
[ 4, "MA", [5,8], 2, 5.+9 ],
])