Skip to content

Commit c342ebd

Browse files
author
Eric Tsai
committed
removed tabs embedded in SQL
1 parent b4c4964 commit c342ebd

1 file changed

Lines changed: 148 additions & 148 deletions

File tree

‎src/election_anomaly/database/__init__.py‎

Lines changed: 148 additions & 148 deletions
Original file line numberDiff line numberDiff line change
@@ -515,7 +515,7 @@ def append_id_to_dframe(
515515
def get_column_names(cursor, table: str) -> (list, dict):
516516
q = sql.SQL(
517517
"""SELECT column_name, data_type FROM information_schema.columns
518-
WHERE table_schema = 'public' AND table_name = %s"""
518+
WHERE table_schema = 'public' AND table_name = %s"""
519519
)
520520
cursor.execute(q, [table])
521521
results = cursor.fetchall()
@@ -558,101 +558,101 @@ def export_rollup_to_csv(
558558
if contest_type == "Candidate":
559559
q = sql.SQL(
560560
""" COPY
561-
(SELECT
562-
'Candidate' contest_type,
563-
C."Name" "Contest",
564-
EDRUT."Txt" contest_district_type,
565-
Cand."BallotName" "Selection",
566-
IntermediateRU."Name" "ReportingUnit",
567-
CIT."Txt" "CountItemType",
568-
sum(vc."Count") "Count"
569-
FROM "VoteCount" vc
570-
LEFT JOIN _datafile d on vc."_datafile_Id" = d."Id"
571-
LEFT JOIN "Contest" C on vc."Contest_Id" = C."Id"
572-
LEFT JOIN "CandidateSelection" CS on CS."Id" = vc."Selection_Id"
573-
LEFT JOIN "Candidate" Cand on CS."Candidate_Id" = Cand."Id"
574-
-- sum over all children
575-
LEFT JOIN "ReportingUnit" ChildRU on vc."ReportingUnit_Id" = ChildRU."Id"
576-
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_sum on ChildRU."Id" = CRUJ_sum."ChildReportingUnit_Id"
577-
-- roll up to the intermediate RUs
578-
LEFT JOIN "ReportingUnit" IntermediateRU on CRUJ_sum."ParentReportingUnit_Id" =IntermediateRU."Id"
579-
LEFT JOIN "ReportingUnitType" IntermediateRUT on IntermediateRU."ReportingUnitType_Id" = IntermediateRUT."Id"
580-
-- intermediate RUs must nest in top RU
581-
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_top on IntermediateRU."Id" = CRUJ_top."ChildReportingUnit_Id"
582-
LEFT JOIN "ReportingUnit" TopRU on CRUJ_top."ParentReportingUnit_Id" = TopRU."Id"
583-
LEFT JOIN "CountItemType" CIT on vc."CountItemType_Id" = CIT."Id"
584-
LEFT JOIN "CandidateContest" on C."Id" = "CandidateContest"."Id"
585-
LEFT JOIN "Office" O on "CandidateContest"."Office_Id" = O."Id"
586-
LEFT JOIN "ReportingUnit" ED on O."ElectionDistrict_Id" = ED."Id"
587-
LEFT JOIN "ReportingUnitType" EDRUT on ED."ReportingUnitType_Id" = EDRUT."Id"
588-
WHERE C.contest_type = 'Candidate'
589-
AND TopRU."Name" = %s -- top RU
590-
AND IntermediateRUT."Txt" = %s -- intermediate_reporting_unit_type
591-
AND d.{by} in %s -- tuple of datafile short_names
592-
{restrict}
593-
GROUP BY
594-
C."Name",
595-
EDRUT."Txt",
596-
Cand."BallotName",
597-
IntermediateRU."Name",
598-
CIT."Txt"
599-
ORDER BY
600-
C."Name",
601-
EDRUT."Txt",
602-
Cand."BallotName",
603-
IntermediateRU."Name",
604-
CIT."Txt")
605-
TO %s DELIMITER %s CSV HEADER;
606-
"""
561+
(SELECT
562+
'Candidate' contest_type,
563+
C."Name" "Contest",
564+
EDRUT."Txt" contest_district_type,
565+
Cand."BallotName" "Selection",
566+
IntermediateRU."Name" "ReportingUnit",
567+
CIT."Txt" "CountItemType",
568+
sum(vc."Count") "Count"
569+
FROM "VoteCount" vc
570+
LEFT JOIN _datafile d on vc."_datafile_Id" = d."Id"
571+
LEFT JOIN "Contest" C on vc."Contest_Id" = C."Id"
572+
LEFT JOIN "CandidateSelection" CS on CS."Id" = vc."Selection_Id"
573+
LEFT JOIN "Candidate" Cand on CS."Candidate_Id" = Cand."Id"
574+
-- sum over all children
575+
LEFT JOIN "ReportingUnit" ChildRU on vc."ReportingUnit_Id" = ChildRU."Id"
576+
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_sum on ChildRU."Id" = CRUJ_sum."ChildReportingUnit_Id"
577+
-- roll up to the intermediate RUs
578+
LEFT JOIN "ReportingUnit" IntermediateRU on CRUJ_sum."ParentReportingUnit_Id" =IntermediateRU."Id"
579+
LEFT JOIN "ReportingUnitType" IntermediateRUT on IntermediateRU."ReportingUnitType_Id" = IntermediateRUT."Id"
580+
-- intermediate RUs must nest in top RU
581+
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_top on IntermediateRU."Id" = CRUJ_top."ChildReportingUnit_Id"
582+
LEFT JOIN "ReportingUnit" TopRU on CRUJ_top."ParentReportingUnit_Id" = TopRU."Id"
583+
LEFT JOIN "CountItemType" CIT on vc."CountItemType_Id" = CIT."Id"
584+
LEFT JOIN "CandidateContest" on C."Id" = "CandidateContest"."Id"
585+
LEFT JOIN "Office" O on "CandidateContest"."Office_Id" = O."Id"
586+
LEFT JOIN "ReportingUnit" ED on O."ElectionDistrict_Id" = ED."Id"
587+
LEFT JOIN "ReportingUnitType" EDRUT on ED."ReportingUnitType_Id" = EDRUT."Id"
588+
WHERE C.contest_type = 'Candidate'
589+
AND TopRU."Name" = %s -- top RU
590+
AND IntermediateRUT."Txt" = %s -- intermediate_reporting_unit_type
591+
AND d.{by} in %s -- tuple of datafile short_names
592+
{restrict}
593+
GROUP BY
594+
C."Name",
595+
EDRUT."Txt",
596+
Cand."BallotName",
597+
IntermediateRU."Name",
598+
CIT."Txt"
599+
ORDER BY
600+
C."Name",
601+
EDRUT."Txt",
602+
Cand."BallotName",
603+
IntermediateRU."Name",
604+
CIT."Txt")
605+
TO %s DELIMITER %s CSV HEADER;
606+
"""
607607
).format(by=sql.Identifier(by), restrict=sql.SQL(restrict))
608608

609609
elif contest_type == "BallotMeasure":
610610
q = sql.SQL(
611611
""" COPY
612-
(SELECT
613-
'Candidate' contest_type,
614-
C."Name" "Contest",
615-
EDRUT."Txt" contest_district_type,
616-
BMS."Name" "Selection",
617-
IntermediateRU."Name" "ReportingUnit",
618-
CIT."Txt" "CountItemType",
619-
sum(vc."Count") "Count"
620-
FROM "VoteCount" vc
621-
LEFT JOIN _datafile d on vc."_datafile_Id" = d."Id"
622-
LEFT JOIN "Contest" C on vc."Contest_Id" = C."Id"
623-
LEFT JOIN "BallotMeasureContest" BMC on vc."Contest_Id" = BMC."Id"
624-
LEFT JOIN "BallotMeasureSelection" BMS on BMS."Id" = vc."Selection_Id"
625-
-- sum over all children
626-
LEFT JOIN "ReportingUnit" ChildRU on vc."ReportingUnit_Id" = ChildRU."Id"
627-
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_sum on ChildRU."Id" = CRUJ_sum."ChildReportingUnit_Id"
628-
-- roll up to the intermediate RUs
629-
LEFT JOIN "ReportingUnit" IntermediateRU on CRUJ_sum."ParentReportingUnit_Id" =IntermediateRU."Id"
630-
LEFT JOIN "ReportingUnitType" IntermediateRUT on IntermediateRU."ReportingUnitType_Id" = IntermediateRUT."Id"
631-
-- intermediate RUs must nest in top RU
632-
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_top on IntermediateRU."Id" = CRUJ_top."ChildReportingUnit_Id"
633-
LEFT JOIN "ReportingUnit" TopRU on CRUJ_top."ParentReportingUnit_Id" = TopRU."Id"
634-
LEFT JOIN "CountItemType" CIT on vc."CountItemType_Id" = CIT."Id"
635-
LEFT JOIN "ReportingUnit" ED on BMC."ElectionDistrict_Id" = ED."Id"
636-
LEFT JOIN "ReportingUnitType" EDRUT on ED."ReportingUnitType_Id" = EDRUT."Id"
637-
WHERE C.contest_type = 'BallotMeasure'
638-
AND TopRU."Name" = %s -- top RU
639-
AND IntermediateRUT."Txt" = %s -- intermediate_reporting_unit_type
640-
AND d.{by} in %s -- tuple of datafile short_names
641-
{restrict}
642-
GROUP BY
643-
C."Name",
644-
EDRUT."Txt",
645-
BMS."Name",
646-
IntermediateRU."Name",
647-
CIT."Txt"
648-
ORDER BY
649-
C."Name",
650-
EDRUT."Txt",
651-
BMS."Name",
652-
IntermediateRU."Name",
653-
CIT."Txt")
654-
TO %s DELIMITER %s CSV HEADER;
655-
"""
612+
(SELECT
613+
'Candidate' contest_type,
614+
C."Name" "Contest",
615+
EDRUT."Txt" contest_district_type,
616+
BMS."Name" "Selection",
617+
IntermediateRU."Name" "ReportingUnit",
618+
CIT."Txt" "CountItemType",
619+
sum(vc."Count") "Count"
620+
FROM "VoteCount" vc
621+
LEFT JOIN _datafile d on vc."_datafile_Id" = d."Id"
622+
LEFT JOIN "Contest" C on vc."Contest_Id" = C."Id"
623+
LEFT JOIN "BallotMeasureContest" BMC on vc."Contest_Id" = BMC."Id"
624+
LEFT JOIN "BallotMeasureSelection" BMS on BMS."Id" = vc."Selection_Id"
625+
-- sum over all children
626+
LEFT JOIN "ReportingUnit" ChildRU on vc."ReportingUnit_Id" = ChildRU."Id"
627+
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_sum on ChildRU."Id" = CRUJ_sum."ChildReportingUnit_Id"
628+
-- roll up to the intermediate RUs
629+
LEFT JOIN "ReportingUnit" IntermediateRU on CRUJ_sum."ParentReportingUnit_Id" =IntermediateRU."Id"
630+
LEFT JOIN "ReportingUnitType" IntermediateRUT on IntermediateRU."ReportingUnitType_Id" = IntermediateRUT."Id"
631+
-- intermediate RUs must nest in top RU
632+
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_top on IntermediateRU."Id" = CRUJ_top."ChildReportingUnit_Id"
633+
LEFT JOIN "ReportingUnit" TopRU on CRUJ_top."ParentReportingUnit_Id" = TopRU."Id"
634+
LEFT JOIN "CountItemType" CIT on vc."CountItemType_Id" = CIT."Id"
635+
LEFT JOIN "ReportingUnit" ED on BMC."ElectionDistrict_Id" = ED."Id"
636+
LEFT JOIN "ReportingUnitType" EDRUT on ED."ReportingUnitType_Id" = EDRUT."Id"
637+
WHERE C.contest_type = 'BallotMeasure'
638+
AND TopRU."Name" = %s -- top RU
639+
AND IntermediateRUT."Txt" = %s -- intermediate_reporting_unit_type
640+
AND d.{by} in %s -- tuple of datafile short_names
641+
{restrict}
642+
GROUP BY
643+
C."Name",
644+
EDRUT."Txt",
645+
BMS."Name",
646+
IntermediateRU."Name",
647+
CIT."Txt"
648+
ORDER BY
649+
C."Name",
650+
EDRUT."Txt",
651+
BMS."Name",
652+
IntermediateRU."Name",
653+
CIT."Txt")
654+
TO %s DELIMITER %s CSV HEADER;
655+
"""
656656
).format(by=sql.Identifier(by), restrict=sql.SQL(restrict))
657657
else:
658658
err_str = f"Unrecognized contest_type: {contest_type}. No results exported"
@@ -672,12 +672,12 @@ def vote_type_list(cursor, datafile_list: list, by: str = "Id") -> (list, str):
672672

673673
q = sql.SQL(
674674
"""
675-
SELECT distinct CIT."Txt"
676-
FROM "VoteCount" VC
677-
LEFT JOIN _datafile d on VC."_datafile_Id" = d."Id"
678-
LEFT JOIN "CountItemType" CIT on VC."CountItemType_Id" = CIT."Id"
679-
WHERE d.{by} in %s
680-
"""
675+
SELECT distinct CIT."Txt"
676+
FROM "VoteCount" VC
677+
LEFT JOIN _datafile d on VC."_datafile_Id" = d."Id"
678+
LEFT JOIN "CountItemType" CIT on VC."CountItemType_Id" = CIT."Id"
679+
WHERE d.{by} in %s
680+
"""
681681
).format(by=sql.Identifier(by))
682682
try:
683683
cursor.execute(q, [tuple(datafile_list)])
@@ -794,17 +794,17 @@ def get_input_options(session, input, verbose):
794794
SELECT '{states}'
795795
)
796796
, unnested AS (
797-
SELECT UNNEST(regexp_split_to_array(states, '\n')) AS states
798-
FROM states
797+
SELECT UNNEST(regexp_split_to_array(states, '\n')) AS states
798+
FROM states
799799
)
800800
, ordered AS (
801-
SELECT *, ROW_NUMBER() OVER() AS order_by
802-
FROM unnested u
801+
SELECT *, ROW_NUMBER() OVER() AS order_by
802+
FROM unnested u
803803
)
804-
SELECT states as parent,
804+
SELECT states as parent,
805805
states AS name,
806806
CASE WHEN "Id" IS null THEN false ELSE true END AS type
807-
FROM ordered o
807+
FROM ordered o
808808
LEFT JOIN "ReportingUnit" ru ON o.states = ru."Name"
809809
ORDER BY order_by
810810
"""
@@ -821,8 +821,8 @@ def get_input_options(session, input, verbose):
821821
FROM "BallotMeasureContest" bmc
822822
JOIN "ReportingUnit" ru ON bmc."ElectionDistrict_Id" = ru."Id"
823823
JOIN "ReportingUnitType" rut ON ru."ReportingUnitType_Id" = rut."Id"
824-
JOIN "Contest" c on bmc."Id" = c."Id"
825-
WHERE contest_type = 'BallotMeasure'
824+
JOIN "Contest" c on bmc."Id" = c."Id"
825+
WHERE contest_type = 'BallotMeasure'
826826
ORDER BY c."Name"
827827
"""
828828
)
@@ -835,8 +835,8 @@ def get_input_options(session, input, verbose):
835835
JOIN "Office" o ON cc."Office_Id" = o."Id"
836836
JOIN "ReportingUnit" ru ON o."ElectionDistrict_Id" = ru."Id"
837837
JOIN "ReportingUnitType" rut ON ru."ReportingUnitType_Id" = rut."Id"
838-
JOIN "Contest" c on cc."Id" = c."Id"
839-
WHERE contest_type = 'Candidate'
838+
JOIN "Contest" c on cc."Id" = c."Id"
839+
WHERE contest_type = 'Candidate'
840840
ORDER BY c."Name"
841841
"""
842842
)
@@ -850,7 +850,7 @@ def get_input_options(session, input, verbose):
850850
JOIN "Party" p ON cs."Party_Id" = p."Id"
851851
JOIN "VoteCount" vc on cs."Id" = vc."Selection_Id"
852852
JOIN "CandidateContest" cc ON vc."Contest_Id" = cc."Id"
853-
JOIN "Contest" ct on cc."Id" = ct."Id"
853+
JOIN "Contest" ct on cc."Id" = ct."Id"
854854
ORDER BY c."BallotName"
855855
"""
856856
)
@@ -865,7 +865,7 @@ def get_input_options(session, input, verbose):
865865
JOIN "Party" p ON cs."Party_Id" = p."Id"
866866
JOIN "VoteCount" vc on cs."Id" = vc."Selection_Id"
867867
JOIN "CandidateContest" cc ON vc."Contest_Id" = cc."Id"
868-
JOIN "Contest" ct on cc."Id" = ct."Id"
868+
JOIN "Contest" ct on cc."Id" = ct."Id"
869869
WHERE c."BallotName" ILIKE '%{search_str}%'
870870
"""
871871
)
@@ -1134,12 +1134,12 @@ def get_relevant_contests(session, filters):
11341134
def get_jurisdiction_hierarchy(session, jurisdiction_id, subdivision_type_id):
11351135
q = session.execute(
11361136
f"""
1137-
SELECT regexp_split_to_array("Name", ';') unit_array
1138-
FROM "ComposingReportingUnitJoin" j
1137+
SELECT regexp_split_to_array("Name", ';') unit_array
1138+
FROM "ComposingReportingUnitJoin" j
11391139
JOIN "ReportingUnit" ru ON j."ChildReportingUnit_Id" = ru."Id"
1140-
WHERE "ParentReportingUnit_Id" = {jurisdiction_id}
1140+
WHERE "ParentReportingUnit_Id" = {jurisdiction_id}
11411141
AND "ReportingUnitType_Id" = {subdivision_type_id}
1142-
LIMIT 1
1142+
LIMIT 1
11431143
"""
11441144
).fetchall()
11451145

@@ -1149,9 +1149,9 @@ def get_jurisdiction_hierarchy(session, jurisdiction_id, subdivision_type_id):
11491149
unit = ";".join(unit_portions[0 : i + 1])
11501150
q = session.execute(
11511151
f"""
1152-
SELECT "ReportingUnitType_Id"
1153-
FROM "ReportingUnit"
1154-
WHERE "Name" = '{unit}'
1152+
SELECT "ReportingUnitType_Id"
1153+
FROM "ReportingUnit"
1154+
WHERE "Name" = '{unit}'
11551155
"""
11561156
).fetchall()
11571157
hierarchy.append(q[0][0])
@@ -1160,38 +1160,38 @@ def get_jurisdiction_hierarchy(session, jurisdiction_id, subdivision_type_id):
11601160

11611161
def get_candidate_votecounts(session, election_id, top_ru_id, subdivision_type_id):
11621162
q = f"""
1163-
SELECT vc."Id" as "VoteCount_Id", "Count", "CountItemType_Id",
1164-
vc."ReportingUnit_Id", "Contest_Id", "Selection_Id",
1165-
vc."Election_Id", "_datafile_Id", IntermediateRU."Id" as "ParentReportingUnit_Id",
1166-
ChildRU."Name", ChildRU."ReportingUnitType_Id",
1167-
IntermediateRU."Name" as "ParentName", IntermediateRU."ReportingUnitType_Id" as "ParentReportingUnitType_Id",
1168-
CIT."Txt" as "CountItemType", C."Name" as "Contest",
1169-
Cand."BallotName" as "Selection", "ElectionDistrict_Id", Cand."Id" as "Candidate_Id", "contest_type",
1170-
EDRUT."Txt" as "contest_district_type"
1171-
FROM "VoteCount" vc
1172-
LEFT JOIN _datafile d on vc."_datafile_Id" = d."Id"
1173-
LEFT JOIN "Contest" C on vc."Contest_Id" = C."Id"
1174-
LEFT JOIN "CandidateSelection" CS on CS."Id" = vc."Selection_Id"
1175-
LEFT JOIN "Candidate" Cand on CS."Candidate_Id" = Cand."Id"
1176-
-- sum over all children
1177-
LEFT JOIN "ReportingUnit" ChildRU on vc."ReportingUnit_Id" = ChildRU."Id"
1178-
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_sum on ChildRU."Id" = CRUJ_sum."ChildReportingUnit_Id"
1179-
-- roll up to the intermediate RUs
1180-
LEFT JOIN "ReportingUnit" IntermediateRU on CRUJ_sum."ParentReportingUnit_Id" =IntermediateRU."Id"
1181-
LEFT JOIN "ReportingUnitType" IntermediateRUT on IntermediateRU."ReportingUnitType_Id" = IntermediateRUT."Id"
1182-
-- intermediate RUs must nest in top RU
1183-
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_top on IntermediateRU."Id" = CRUJ_top."ChildReportingUnit_Id"
1184-
LEFT JOIN "ReportingUnit" TopRU on CRUJ_top."ParentReportingUnit_Id" = TopRU."Id"
1185-
LEFT JOIN "CountItemType" CIT on vc."CountItemType_Id" = CIT."Id"
1186-
LEFT JOIN "CandidateContest" on C."Id" = "CandidateContest"."Id"
1187-
LEFT JOIN "Office" O on "CandidateContest"."Office_Id" = O."Id"
1188-
LEFT JOIN "ReportingUnit" ED on O."ElectionDistrict_Id" = ED."Id"
1189-
LEFT JOIN "ReportingUnitType" EDRUT on ED."ReportingUnitType_Id" = EDRUT."Id"
1190-
WHERE C.contest_type = 'Candidate'
1191-
AND TopRU."Id" = {top_ru_id}
1192-
AND IntermediateRU."ReportingUnitType_Id" = {subdivision_type_id}
1193-
AND vc."Election_Id" = {election_id}
1194-
"""
1163+
SELECT vc."Id" as "VoteCount_Id", "Count", "CountItemType_Id",
1164+
vc."ReportingUnit_Id", "Contest_Id", "Selection_Id",
1165+
vc."Election_Id", "_datafile_Id", IntermediateRU."Id" as "ParentReportingUnit_Id",
1166+
ChildRU."Name", ChildRU."ReportingUnitType_Id",
1167+
IntermediateRU."Name" as "ParentName", IntermediateRU."ReportingUnitType_Id" as "ParentReportingUnitType_Id",
1168+
CIT."Txt" as "CountItemType", C."Name" as "Contest",
1169+
Cand."BallotName" as "Selection", "ElectionDistrict_Id", Cand."Id" as "Candidate_Id", "contest_type",
1170+
EDRUT."Txt" as "contest_district_type"
1171+
FROM "VoteCount" vc
1172+
LEFT JOIN _datafile d on vc."_datafile_Id" = d."Id"
1173+
LEFT JOIN "Contest" C on vc."Contest_Id" = C."Id"
1174+
LEFT JOIN "CandidateSelection" CS on CS."Id" = vc."Selection_Id"
1175+
LEFT JOIN "Candidate" Cand on CS."Candidate_Id" = Cand."Id"
1176+
-- sum over all children
1177+
LEFT JOIN "ReportingUnit" ChildRU on vc."ReportingUnit_Id" = ChildRU."Id"
1178+
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_sum on ChildRU."Id" = CRUJ_sum."ChildReportingUnit_Id"
1179+
-- roll up to the intermediate RUs
1180+
LEFT JOIN "ReportingUnit" IntermediateRU on CRUJ_sum."ParentReportingUnit_Id" =IntermediateRU."Id"
1181+
LEFT JOIN "ReportingUnitType" IntermediateRUT on IntermediateRU."ReportingUnitType_Id" = IntermediateRUT."Id"
1182+
-- intermediate RUs must nest in top RU
1183+
LEFT JOIN "ComposingReportingUnitJoin" CRUJ_top on IntermediateRU."Id" = CRUJ_top."ChildReportingUnit_Id"
1184+
LEFT JOIN "ReportingUnit" TopRU on CRUJ_top."ParentReportingUnit_Id" = TopRU."Id"
1185+
LEFT JOIN "CountItemType" CIT on vc."CountItemType_Id" = CIT."Id"
1186+
LEFT JOIN "CandidateContest" on C."Id" = "CandidateContest"."Id"
1187+
LEFT JOIN "Office" O on "CandidateContest"."Office_Id" = O."Id"
1188+
LEFT JOIN "ReportingUnit" ED on O."ElectionDistrict_Id" = ED."Id"
1189+
LEFT JOIN "ReportingUnitType" EDRUT on ED."ReportingUnitType_Id" = EDRUT."Id"
1190+
WHERE C.contest_type = 'Candidate'
1191+
AND TopRU."Id" = {top_ru_id}
1192+
AND IntermediateRU."ReportingUnitType_Id" = {subdivision_type_id}
1193+
AND vc."Election_Id" = {election_id}
1194+
"""
11951195
result = session.execute(q)
11961196
result_df = pd.DataFrame(result)
11971197
result_df.columns = result.keys()

0 commit comments

Comments
 (0)