From 49e495d9530dd38966bdd2437f69c4d136147712 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 13:34:06 +0000
Subject: [PATCH 01/15] Initial plan


From 9d90c58154aa512dfdb90bf3904b3bfedc2fc2e6 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 13:47:41 +0000
Subject: [PATCH 02/15] Add JPA entity and Liquibase changelog for government
 body data

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../ministry/impl/GovernmentBodyData.java     | 372 ++++++++++++++++++
 .../ministry/impl/GovernmentBodyDataTest.java | 158 ++++++++
 .../src/main/resources/db-changelog-1.53.xml  |  80 ++++
 .../src/main/resources/db-changelog.xml       |   1 +
 4 files changed, 611 insertions(+)
 create mode 100644 model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
 create mode 100644 model.internal.application.data.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
 create mode 100644 service.data.impl/src/main/resources/db-changelog-1.53.xml

diff --git a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
new file mode 100644
index 00000000000..1a43bfc5f3c
--- /dev/null
+++ b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
@@ -0,0 +1,372 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.model.internal.application.data.ministry.impl;
+
+import java.io.Serializable;
+import java.util.Objects;
+
+import javax.persistence.Column;
+import javax.persistence.Entity;
+import javax.persistence.GeneratedValue;
+import javax.persistence.GenerationType;
+import javax.persistence.Id;
+import javax.persistence.Table;
+import javax.persistence.Index;
+
+/**
+ * The Class GovernmentBodyData.
+ * Represents government body information from ESV (Swedish Financial Management Authority).
+ * Data source: Myndighetsinformation.xls
+ */
+@Entity
+@Table(name = "government_body_data", indexes = {
+    @Index(name = "idx_gov_body_year", columnList = "year"),
+    @Index(name = "idx_gov_body_name", columnList = "name"),
+    @Index(name = "idx_gov_body_ministry", columnList = "ministry"),
+    @Index(name = "idx_gov_body_org_number", columnList = "org_number")
+})
+public class GovernmentBodyData implements Serializable {
+
+	private static final long serialVersionUID = 1L;
+
+	@Id
+	@GeneratedValue(strategy = GenerationType.IDENTITY)
+	@Column(name = "id", nullable = false)
+	private Long id;
+
+	@Column(name = "year", nullable = false)
+	private Integer year;
+
+	@Column(name = "name", nullable = false, length = 500)
+	private String name;
+
+	@Column(name = "consecutive_number")
+	private Integer consecutiveNumber;
+
+	@Column(name = "government_body_id", length = 100)
+	private String governmentBodyId;
+
+	@Column(name = "m_code", length = 50)
+	private String mCode;
+
+	@Column(name = "ministry", length = 500)
+	private String ministry;
+
+	@Column(name = "org_number", length = 50)
+	private String orgNumber;
+
+	@Column(name = "head_count")
+	private Integer headCount;
+
+	@Column(name = "annual_work_head_count")
+	private Integer annualWorkHeadCount;
+
+	@Column(name = "vat", length = 50)
+	private String vat;
+
+	@Column(name = "comment", length = 1000)
+	private String comment;
+
+	/**
+	 * Instantiates a new government body data.
+	 */
+	public GovernmentBodyData() {
+		super();
+	}
+
+	/**
+	 * Instantiates a new government body data.
+	 *
+	 * @param year                 the year
+	 * @param name                 the name
+	 * @param consecutiveNumber    the consecutive number
+	 * @param governmentBodyId     the government body id
+	 * @param mCode                the m code
+	 * @param ministry             the ministry
+	 * @param orgNumber            the org number
+	 * @param headCount            the head count
+	 * @param annualWorkHeadCount  the annual work head count
+	 * @param vat                  the vat
+	 * @param comment              the comment
+	 */
+	public GovernmentBodyData(final Integer year, final String name, final Integer consecutiveNumber,
+			final String governmentBodyId, final String mCode, final String ministry, final String orgNumber,
+			final Integer headCount, final Integer annualWorkHeadCount, final String vat, final String comment) {
+		this.year = year;
+		this.name = name;
+		this.consecutiveNumber = consecutiveNumber;
+		this.governmentBodyId = governmentBodyId;
+		this.mCode = mCode;
+		this.ministry = ministry;
+		this.orgNumber = orgNumber;
+		this.headCount = headCount;
+		this.annualWorkHeadCount = annualWorkHeadCount;
+		this.vat = vat;
+		this.comment = comment;
+	}
+
+	/**
+	 * Gets the id.
+	 *
+	 * @return the id
+	 */
+	public Long getId() {
+		return id;
+	}
+
+	/**
+	 * Sets the id.
+	 *
+	 * @param id the new id
+	 */
+	public void setId(final Long id) {
+		this.id = id;
+	}
+
+	/**
+	 * Gets the year.
+	 *
+	 * @return the year
+	 */
+	public Integer getYear() {
+		return year;
+	}
+
+	/**
+	 * Sets the year.
+	 *
+	 * @param year the new year
+	 */
+	public void setYear(final Integer year) {
+		this.year = year;
+	}
+
+	/**
+	 * Gets the name.
+	 *
+	 * @return the name
+	 */
+	public String getName() {
+		return name;
+	}
+
+	/**
+	 * Sets the name.
+	 *
+	 * @param name the new name
+	 */
+	public void setName(final String name) {
+		this.name = name;
+	}
+
+	/**
+	 * Gets the consecutive number.
+	 *
+	 * @return the consecutive number
+	 */
+	public Integer getConsecutiveNumber() {
+		return consecutiveNumber;
+	}
+
+	/**
+	 * Sets the consecutive number.
+	 *
+	 * @param consecutiveNumber the new consecutive number
+	 */
+	public void setConsecutiveNumber(final Integer consecutiveNumber) {
+		this.consecutiveNumber = consecutiveNumber;
+	}
+
+	/**
+	 * Gets the government body id.
+	 *
+	 * @return the government body id
+	 */
+	public String getGovernmentBodyId() {
+		return governmentBodyId;
+	}
+
+	/**
+	 * Sets the government body id.
+	 *
+	 * @param governmentBodyId the new government body id
+	 */
+	public void setGovernmentBodyId(final String governmentBodyId) {
+		this.governmentBodyId = governmentBodyId;
+	}
+
+	/**
+	 * Gets the m code.
+	 *
+	 * @return the m code
+	 */
+	public String getmCode() {
+		return mCode;
+	}
+
+	/**
+	 * Sets the m code.
+	 *
+	 * @param mCode the new m code
+	 */
+	public void setmCode(final String mCode) {
+		this.mCode = mCode;
+	}
+
+	/**
+	 * Gets the ministry.
+	 *
+	 * @return the ministry
+	 */
+	public String getMinistry() {
+		return ministry;
+	}
+
+	/**
+	 * Sets the ministry.
+	 *
+	 * @param ministry the new ministry
+	 */
+	public void setMinistry(final String ministry) {
+		this.ministry = ministry;
+	}
+
+	/**
+	 * Gets the org number.
+	 *
+	 * @return the org number
+	 */
+	public String getOrgNumber() {
+		return orgNumber;
+	}
+
+	/**
+	 * Sets the org number.
+	 *
+	 * @param orgNumber the new org number
+	 */
+	public void setOrgNumber(final String orgNumber) {
+		this.orgNumber = orgNumber;
+	}
+
+	/**
+	 * Gets the head count.
+	 *
+	 * @return the head count
+	 */
+	public Integer getHeadCount() {
+		return headCount;
+	}
+
+	/**
+	 * Sets the head count.
+	 *
+	 * @param headCount the new head count
+	 */
+	public void setHeadCount(final Integer headCount) {
+		this.headCount = headCount;
+	}
+
+	/**
+	 * Gets the annual work head count.
+	 *
+	 * @return the annual work head count
+	 */
+	public Integer getAnnualWorkHeadCount() {
+		return annualWorkHeadCount;
+	}
+
+	/**
+	 * Sets the annual work head count.
+	 *
+	 * @param annualWorkHeadCount the new annual work head count
+	 */
+	public void setAnnualWorkHeadCount(final Integer annualWorkHeadCount) {
+		this.annualWorkHeadCount = annualWorkHeadCount;
+	}
+
+	/**
+	 * Gets the vat.
+	 *
+	 * @return the vat
+	 */
+	public String getVat() {
+		return vat;
+	}
+
+	/**
+	 * Sets the vat.
+	 *
+	 * @param vat the new vat
+	 */
+	public void setVat(final String vat) {
+		this.vat = vat;
+	}
+
+	/**
+	 * Gets the comment.
+	 *
+	 * @return the comment
+	 */
+	public String getComment() {
+		return comment;
+	}
+
+	/**
+	 * Sets the comment.
+	 *
+	 * @param comment the new comment
+	 */
+	public void setComment(final String comment) {
+		this.comment = comment;
+	}
+
+	@Override
+	public boolean equals(final Object obj) {
+		if (this == obj) {
+			return true;
+		}
+		if (obj == null || getClass() != obj.getClass()) {
+			return false;
+		}
+		final GovernmentBodyData that = (GovernmentBodyData) obj;
+		return Objects.equals(id, that.id) &&
+				Objects.equals(year, that.year) &&
+				Objects.equals(name, that.name) &&
+				Objects.equals(orgNumber, that.orgNumber);
+	}
+
+	@Override
+	public int hashCode() {
+		return Objects.hash(id, year, name, orgNumber);
+	}
+
+	@Override
+	public String toString() {
+		return "GovernmentBodyData{" +
+				"id=" + id +
+				", year=" + year +
+				", name='" + name + '\'' +
+				", ministry='" + ministry + '\'' +
+				", orgNumber='" + orgNumber + '\'' +
+				", headCount=" + headCount +
+				", annualWorkHeadCount=" + annualWorkHeadCount +
+				'}';
+	}
+}
diff --git a/model.internal.application.data.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java b/model.internal.application.data.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
new file mode 100644
index 00000000000..43920a74021
--- /dev/null
+++ b/model.internal.application.data.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
@@ -0,0 +1,158 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.model.internal.application.data.ministry.impl;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertNull;
+
+import org.junit.jupiter.api.Test;
+
+/**
+ * The Class GovernmentBodyDataTest.
+ */
+public class GovernmentBodyDataTest {
+
+	/**
+	 * Test constructor with all parameters.
+	 */
+	@Test
+	public void testConstructorWithAllParameters() {
+		final GovernmentBodyData data = new GovernmentBodyData(
+			2023, 
+			"Test Ministry", 
+			1, 
+			"GOV001", 
+			"M1", 
+			"Ministry of Testing",
+			"555123-4567", 
+			100, 
+			95, 
+			"VAT123", 
+			"Test comment"
+		);
+
+		assertEquals(2023, data.getYear());
+		assertEquals("Test Ministry", data.getName());
+		assertEquals(1, data.getConsecutiveNumber());
+		assertEquals("GOV001", data.getGovernmentBodyId());
+		assertEquals("M1", data.getmCode());
+		assertEquals("Ministry of Testing", data.getMinistry());
+		assertEquals("555123-4567", data.getOrgNumber());
+		assertEquals(100, data.getHeadCount());
+		assertEquals(95, data.getAnnualWorkHeadCount());
+		assertEquals("VAT123", data.getVat());
+		assertEquals("Test comment", data.getComment());
+	}
+
+	/**
+	 * Test default constructor.
+	 */
+	@Test
+	public void testDefaultConstructor() {
+		final GovernmentBodyData data = new GovernmentBodyData();
+		assertNotNull(data);
+		assertNull(data.getId());
+		assertNull(data.getYear());
+		assertNull(data.getName());
+	}
+
+	/**
+	 * Test setters and getters.
+	 */
+	@Test
+	public void testSettersAndGetters() {
+		final GovernmentBodyData data = new GovernmentBodyData();
+		
+		data.setId(1L);
+		data.setYear(2024);
+		data.setName("Test Body");
+		data.setConsecutiveNumber(2);
+		data.setGovernmentBodyId("GOV002");
+		data.setmCode("M2");
+		data.setMinistry("Test Ministry");
+		data.setOrgNumber("555987-6543");
+		data.setHeadCount(200);
+		data.setAnnualWorkHeadCount(190);
+		data.setVat("VAT456");
+		data.setComment("Another test");
+
+		assertEquals(1L, data.getId());
+		assertEquals(2024, data.getYear());
+		assertEquals("Test Body", data.getName());
+		assertEquals(2, data.getConsecutiveNumber());
+		assertEquals("GOV002", data.getGovernmentBodyId());
+		assertEquals("M2", data.getmCode());
+		assertEquals("Test Ministry", data.getMinistry());
+		assertEquals("555987-6543", data.getOrgNumber());
+		assertEquals(200, data.getHeadCount());
+		assertEquals(190, data.getAnnualWorkHeadCount());
+		assertEquals("VAT456", data.getVat());
+		assertEquals("Another test", data.getComment());
+	}
+
+	/**
+	 * Test equals and hash code.
+	 */
+	@Test
+	public void testEqualsAndHashCode() {
+		final GovernmentBodyData data1 = new GovernmentBodyData(
+			2023, "Test Body", 1, "GOV001", "M1", "Ministry", 
+			"555123-4567", 100, 95, "VAT123", "Comment"
+		);
+		data1.setId(1L);
+
+		final GovernmentBodyData data2 = new GovernmentBodyData(
+			2023, "Test Body", 1, "GOV001", "M1", "Ministry", 
+			"555123-4567", 100, 95, "VAT123", "Comment"
+		);
+		data2.setId(1L);
+
+		final GovernmentBodyData data3 = new GovernmentBodyData(
+			2024, "Different Body", 2, "GOV002", "M2", "Other Ministry", 
+			"555987-6543", 200, 190, "VAT456", "Other comment"
+		);
+		data3.setId(2L);
+
+		assertEquals(data1, data2);
+		assertEquals(data1.hashCode(), data2.hashCode());
+		assertNotEquals(data1, data3);
+		assertNotEquals(data1.hashCode(), data3.hashCode());
+	}
+
+	/**
+	 * Test to string.
+	 */
+	@Test
+	public void testToString() {
+		final GovernmentBodyData data = new GovernmentBodyData(
+			2023, "Test Body", 1, "GOV001", "M1", "Ministry", 
+			"555123-4567", 100, 95, "VAT123", "Comment"
+		);
+		data.setId(1L);
+
+		final String toString = data.toString();
+		assertNotNull(toString);
+		assertEquals(true, toString.contains("id=1"));
+		assertEquals(true, toString.contains("year=2023"));
+		assertEquals(true, toString.contains("name='Test Body'"));
+		assertEquals(true, toString.contains("ministry='Ministry'"));
+	}
+}
diff --git a/service.data.impl/src/main/resources/db-changelog-1.53.xml b/service.data.impl/src/main/resources/db-changelog-1.53.xml
new file mode 100644
index 00000000000..d5ba2eaaf07
--- /dev/null
+++ b/service.data.impl/src/main/resources/db-changelog-1.53.xml
@@ -0,0 +1,80 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<databaseChangeLog
+xmlns="http://www.liquibase.org/xml/ns/dbchangelog"
+xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog
+                      http://www.liquibase.org/xml/ns/dbchangelog/dbchangelog-3.6.xsd">
+
+<changeSet id="1.53-intro" author="intelligence-operative-analytics">
+    <comment>v1.53 Government Body Data Integration from ESV</comment>
+    <sql>SELECT 'v1.53' AS version, CURRENT_TIMESTAMP AS applied_at;</sql>
+</changeSet>
+
+<!-- Create government_body_data table -->
+<changeSet id="1.53-create-government-body-data-table" author="intelligence-operative-analytics" failOnError="true">
+    <comment>Create government_body_data table to store Swedish government body information from ESV</comment>
+    <createTable tableName="government_body_data">
+        <column name="id" type="BIGINT" autoIncrement="true">
+            <constraints primaryKey="true" nullable="false"/>
+        </column>
+        <column name="year" type="INTEGER">
+            <constraints nullable="false"/>
+        </column>
+        <column name="name" type="VARCHAR(500)">
+            <constraints nullable="false"/>
+        </column>
+        <column name="consecutive_number" type="INTEGER"/>
+        <column name="government_body_id" type="VARCHAR(100)"/>
+        <column name="m_code" type="VARCHAR(50)"/>
+        <column name="ministry" type="VARCHAR(500)"/>
+        <column name="org_number" type="VARCHAR(50)"/>
+        <column name="head_count" type="INTEGER"/>
+        <column name="annual_work_head_count" type="INTEGER"/>
+        <column name="vat" type="VARCHAR(50)"/>
+        <column name="comment" type="VARCHAR(1000)"/>
+    </createTable>
+</changeSet>
+
+<!-- Add indexes for performance -->
+<changeSet id="1.53-add-government-body-indexes" author="intelligence-operative-analytics" failOnError="true">
+    <comment>Add indexes to government_body_data table for query performance</comment>
+    
+    <createIndex indexName="idx_gov_body_year" tableName="government_body_data">
+        <column name="year"/>
+    </createIndex>
+    
+    <createIndex indexName="idx_gov_body_name" tableName="government_body_data">
+        <column name="name"/>
+    </createIndex>
+    
+    <createIndex indexName="idx_gov_body_ministry" tableName="government_body_data">
+        <column name="ministry"/>
+    </createIndex>
+    
+    <createIndex indexName="idx_gov_body_org_number" tableName="government_body_data">
+        <column name="org_number"/>
+    </createIndex>
+</changeSet>
+
+<!-- Add comments to table and columns for documentation -->
+<changeSet id="1.53-add-government-body-comments" author="intelligence-operative-analytics" failOnError="false">
+    <comment>Add documentation comments to government_body_data table and columns</comment>
+    
+    <sql>
+        COMMENT ON TABLE government_body_data IS 'Swedish government body information from ESV (Economic Security and Vulnerability Authority). Source: Myndighetsinformation.xls';
+        COMMENT ON COLUMN government_body_data.id IS 'Primary key';
+        COMMENT ON COLUMN government_body_data.year IS 'Year of the data record';
+        COMMENT ON COLUMN government_body_data.name IS 'Name of the government body (Myndighetsnamn)';
+        COMMENT ON COLUMN government_body_data.consecutive_number IS 'Consecutive number identifier';
+        COMMENT ON COLUMN government_body_data.government_body_id IS 'Government body identifier code';
+        COMMENT ON COLUMN government_body_data.m_code IS 'Ministry code (M-kod)';
+        COMMENT ON COLUMN government_body_data.ministry IS 'Ministry name (Departement)';
+        COMMENT ON COLUMN government_body_data.org_number IS 'Organization number (Organisationsnummer)';
+        COMMENT ON COLUMN government_body_data.head_count IS 'Head count (Antal anställda)';
+        COMMENT ON COLUMN government_body_data.annual_work_head_count IS 'Annual work head count (Årsarbetskrafter)';
+        COMMENT ON COLUMN government_body_data.vat IS 'VAT information (Momsuppgift)';
+        COMMENT ON COLUMN government_body_data.comment IS 'Additional comments or notes';
+    </sql>
+</changeSet>
+
+</databaseChangeLog>
diff --git a/service.data.impl/src/main/resources/db-changelog.xml b/service.data.impl/src/main/resources/db-changelog.xml
index ec54ae7ac50..f279ff296c5 100644
--- a/service.data.impl/src/main/resources/db-changelog.xml
+++ b/service.data.impl/src/main/resources/db-changelog.xml
@@ -57,5 +57,6 @@
   <include file="db-changelog-1.50.xml" />
   <include file="db-changelog-1.51.xml" />
   <include file="db-changelog-1.52.xml" />
+  <include file="db-changelog-1.53.xml" />
 
 </databaseChangeLog>
\ No newline at end of file

From d08bb01b9a9c7608ec0aa738d99133cfd2dd0189 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 13:51:22 +0000
Subject: [PATCH 03/15] Relocate entity files and validate Liquibase changelog

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 ...ViewRiksdagenCoalitionAlignmentMatrix.java | 179 ------------------
 ...genCoalitionAlignmentMatrixEmbeddedId.java | 106 -----------
 .../ministry/impl/GovernmentBodyData.java     |   0
 .../ministry/impl/GovernmentBodyDataTest.java |   0
 4 files changed, 285 deletions(-)
 delete mode 100644 model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java
 delete mode 100644 model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java
 rename {model.internal.application.data.impl => model.internal.application.user.impl}/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java (100%)
 rename {model.internal.application.data.impl => model.internal.application.user.impl}/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java (100%)

diff --git a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java
deleted file mode 100644
index ee878b38898..00000000000
--- a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java
+++ /dev/null
@@ -1,179 +0,0 @@
-/*
- * Copyright 2010-2025 James Pether Sörling
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- *
- *	$Id$
- *  $HeadURL$
- */
-package com.hack23.cia.model.internal.application.data.party.impl;
-
-import java.io.Serializable;
-import java.math.BigDecimal;
-import java.util.Objects;
-
-import javax.persistence.Column;
-import javax.persistence.EmbeddedId;
-import javax.persistence.Entity;
-import javax.persistence.Table;
-
-import org.hibernate.annotations.Immutable;
-
-/**
- * The Class ViewRiksdagenCoalitionAlignmentMatrix.
- * Database view for coalition alignment analysis.
- */
-@Entity
-@Immutable
-@Table(name = "view_riksdagen_coalition_alignment_matrix")
-public class ViewRiksdagenCoalitionAlignmentMatrix implements Serializable {
-
-	private static final long serialVersionUID = 1L;
-
-	@EmbeddedId
-	private ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId embeddedId;
-
-	@Column(name = "alignment_rate")
-	private BigDecimal alignmentRate;
-
-	@Column(name = "total_votes")
-	private Long totalVotes;
-
-	@Column(name = "aligned_votes")
-	private Long alignedVotes;
-
-	/**
-	 * Instantiates a new view riksdagen coalition alignment matrix.
-	 */
-	public ViewRiksdagenCoalitionAlignmentMatrix() {
-		super();
-	}
-
-	/**
-	 * Gets the embedded id.
-	 *
-	 * @return the embedded id
-	 */
-	public ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId getEmbeddedId() {
-		return embeddedId;
-	}
-
-	/**
-	 * Sets the embedded id.
-	 *
-	 * @param embeddedId the new embedded id
-	 */
-	public void setEmbeddedId(final ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId embeddedId) {
-		this.embeddedId = embeddedId;
-	}
-
-	/**
-	 * Gets the party1.
-	 *
-	 * @return the party1
-	 */
-	public String getParty1() {
-		return embeddedId != null ? embeddedId.getParty1() : null;
-	}
-
-	/**
-	 * Gets the party2.
-	 *
-	 * @return the party2
-	 */
-	public String getParty2() {
-		return embeddedId != null ? embeddedId.getParty2() : null;
-	}
-
-	/**
-	 * Gets the alignment rate.
-	 *
-	 * @return the alignment rate
-	 */
-	public BigDecimal getAlignmentRate() {
-		return alignmentRate;
-	}
-
-	/**
-	 * Sets the alignment rate.
-	 *
-	 * @param alignmentRate the new alignment rate
-	 */
-	public void setAlignmentRate(final BigDecimal alignmentRate) {
-		this.alignmentRate = alignmentRate;
-	}
-
-	/**
-	 * Gets the total votes.
-	 *
-	 * @return the total votes
-	 */
-	public Long getTotalVotes() {
-		return totalVotes;
-	}
-
-	/**
-	 * Sets the total votes.
-	 *
-	 * @param totalVotes the new total votes
-	 */
-	public void setTotalVotes(final Long totalVotes) {
-		this.totalVotes = totalVotes;
-	}
-
-	/**
-	 * Gets the aligned votes.
-	 *
-	 * @return the aligned votes
-	 */
-	public Long getAlignedVotes() {
-		return alignedVotes;
-	}
-
-	/**
-	 * Sets the aligned votes.
-	 *
-	 * @param alignedVotes the new aligned votes
-	 */
-	public void setAlignedVotes(final Long alignedVotes) {
-		this.alignedVotes = alignedVotes;
-	}
-
-	@Override
-	public boolean equals(final Object obj) {
-		if (this == obj) {
-			return true;
-		}
-		if (obj == null || getClass() != obj.getClass()) {
-			return false;
-		}
-		final ViewRiksdagenCoalitionAlignmentMatrix that = (ViewRiksdagenCoalitionAlignmentMatrix) obj;
-		return Objects.equals(embeddedId, that.embeddedId);
-	}
-
-	@Override
-	public int hashCode() {
-		return Objects.hash(embeddedId);
-	}
-
-	@Override
-	public String toString() {
-		return "ViewRiksdagenCoalitionAlignmentMatrix{" +
-				"party1='" + getParty1() + '\'' +
-				", party2='" + getParty2() + '\'' +
-				", alignmentRate=" + alignmentRate +
-				", totalVotes=" + totalVotes +
-				", alignedVotes=" + alignedVotes +
-				'}';
-	}
-}
diff --git a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java
deleted file mode 100644
index 8f7b9bf5b1b..00000000000
--- a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java
+++ /dev/null
@@ -1,106 +0,0 @@
-/*
- * Copyright 2010-2025 James Pether Sörling
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *   http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- *
- *	$Id$
- *  $HeadURL$
- */
-package com.hack23.cia.model.internal.application.data.party.impl;
-
-import java.io.Serializable;
-
-import javax.persistence.Column;
-import javax.persistence.Embeddable;
-
-import org.apache.commons.lang3.builder.EqualsBuilder;
-import org.apache.commons.lang3.builder.HashCodeBuilder;
-import org.apache.commons.lang3.builder.ToStringBuilder;
-import org.apache.commons.lang3.builder.ToStringStyle;
-
-/**
- * The Class ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.
- * Composite key for coalition alignment matrix (party1 + party2).
- */
-@Embeddable
-public class ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId implements Serializable {
-
-	/** The Constant serialVersionUID. */
-	private static final long serialVersionUID = 1L;
-
-	/** The party1. */
-	@Column(name = "party1", nullable = false)
-	private String party1;
-
-	/** The party2. */
-	@Column(name = "party2", nullable = false)
-	private String party2;
-
-	/**
-	 * Instantiates a new view riksdagen coalition alignment matrix embedded id.
-	 */
-	public ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId() {
-		super();
-	}
-
-	/**
-	 * Gets the party1.
-	 *
-	 * @return the party1
-	 */
-	public String getParty1() {
-		return party1;
-	}
-
-	/**
-	 * Sets the party1.
-	 *
-	 * @param party1 the new party1
-	 */
-	public void setParty1(final String party1) {
-		this.party1 = party1;
-	}
-
-	/**
-	 * Gets the party2.
-	 *
-	 * @return the party2
-	 */
-	public String getParty2() {
-		return party2;
-	}
-
-	/**
-	 * Sets the party2.
-	 *
-	 * @param party2 the new party2
-	 */
-	public void setParty2(final String party2) {
-		this.party2 = party2;
-	}
-
-	@Override
-	public boolean equals(final Object obj) {
-		return EqualsBuilder.reflectionEquals(this, obj);
-	}
-
-	@Override
-	public int hashCode() {
-		return HashCodeBuilder.reflectionHashCode(this);
-	}
-
-	@Override
-	public String toString() {
-		return ToStringBuilder.reflectionToString(this, ToStringStyle.SHORT_PREFIX_STYLE);
-	}
-}
diff --git a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java b/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
similarity index 100%
rename from model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
rename to model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
diff --git a/model.internal.application.data.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java b/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
similarity index 100%
rename from model.internal.application.data.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
rename to model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java

From 6d4956fa74b50c157928b9d810b3ddc5341d2a45 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 14:17:07 +0000
Subject: [PATCH 04/15] Add DAO, data loader service, restore deleted files,
 update persistence.xml

- Restored accidentally deleted ViewRiksdagenCoalitionAlignmentMatrix files
- Added GovernmentBodyData to persistence.xml
- Created GovernmentBodyDataDAO interface and implementation
- Created GovernmentBodyDataLoaderService to load data from ESV at startup
- Added service.external.esv dependency to service.impl module
- Updated module-info.java to require service.external.esv

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 ...ViewRiksdagenCoalitionAlignmentMatrix.java | 179 ++++++++++++++++++
 ...genCoalitionAlignmentMatrixEmbeddedId.java | 106 +++++++++++
 .../src/main/java/META-INF/persistence.xml    |   1 +
 .../data/api/GovernmentBodyDataDAO.java       |  28 +++
 .../data/impl/GovernmentBodyDataDAOImpl.java  |  39 ++++
 service.impl/pom.xml                          |   5 +
 .../impl/GovernmentBodyDataLoaderService.java | 143 ++++++++++++++
 service.impl/src/main/java/module-info.java   |   1 +
 8 files changed, 502 insertions(+)
 create mode 100644 model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java
 create mode 100644 model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java
 create mode 100644 service.data.api/src/main/java/com/hack23/cia/service/data/api/GovernmentBodyDataDAO.java
 create mode 100644 service.data.impl/src/main/java/com/hack23/cia/service/data/impl/GovernmentBodyDataDAOImpl.java
 create mode 100644 service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java

diff --git a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java
new file mode 100644
index 00000000000..ee878b38898
--- /dev/null
+++ b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrix.java
@@ -0,0 +1,179 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.model.internal.application.data.party.impl;
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import java.util.Objects;
+
+import javax.persistence.Column;
+import javax.persistence.EmbeddedId;
+import javax.persistence.Entity;
+import javax.persistence.Table;
+
+import org.hibernate.annotations.Immutable;
+
+/**
+ * The Class ViewRiksdagenCoalitionAlignmentMatrix.
+ * Database view for coalition alignment analysis.
+ */
+@Entity
+@Immutable
+@Table(name = "view_riksdagen_coalition_alignment_matrix")
+public class ViewRiksdagenCoalitionAlignmentMatrix implements Serializable {
+
+	private static final long serialVersionUID = 1L;
+
+	@EmbeddedId
+	private ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId embeddedId;
+
+	@Column(name = "alignment_rate")
+	private BigDecimal alignmentRate;
+
+	@Column(name = "total_votes")
+	private Long totalVotes;
+
+	@Column(name = "aligned_votes")
+	private Long alignedVotes;
+
+	/**
+	 * Instantiates a new view riksdagen coalition alignment matrix.
+	 */
+	public ViewRiksdagenCoalitionAlignmentMatrix() {
+		super();
+	}
+
+	/**
+	 * Gets the embedded id.
+	 *
+	 * @return the embedded id
+	 */
+	public ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId getEmbeddedId() {
+		return embeddedId;
+	}
+
+	/**
+	 * Sets the embedded id.
+	 *
+	 * @param embeddedId the new embedded id
+	 */
+	public void setEmbeddedId(final ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId embeddedId) {
+		this.embeddedId = embeddedId;
+	}
+
+	/**
+	 * Gets the party1.
+	 *
+	 * @return the party1
+	 */
+	public String getParty1() {
+		return embeddedId != null ? embeddedId.getParty1() : null;
+	}
+
+	/**
+	 * Gets the party2.
+	 *
+	 * @return the party2
+	 */
+	public String getParty2() {
+		return embeddedId != null ? embeddedId.getParty2() : null;
+	}
+
+	/**
+	 * Gets the alignment rate.
+	 *
+	 * @return the alignment rate
+	 */
+	public BigDecimal getAlignmentRate() {
+		return alignmentRate;
+	}
+
+	/**
+	 * Sets the alignment rate.
+	 *
+	 * @param alignmentRate the new alignment rate
+	 */
+	public void setAlignmentRate(final BigDecimal alignmentRate) {
+		this.alignmentRate = alignmentRate;
+	}
+
+	/**
+	 * Gets the total votes.
+	 *
+	 * @return the total votes
+	 */
+	public Long getTotalVotes() {
+		return totalVotes;
+	}
+
+	/**
+	 * Sets the total votes.
+	 *
+	 * @param totalVotes the new total votes
+	 */
+	public void setTotalVotes(final Long totalVotes) {
+		this.totalVotes = totalVotes;
+	}
+
+	/**
+	 * Gets the aligned votes.
+	 *
+	 * @return the aligned votes
+	 */
+	public Long getAlignedVotes() {
+		return alignedVotes;
+	}
+
+	/**
+	 * Sets the aligned votes.
+	 *
+	 * @param alignedVotes the new aligned votes
+	 */
+	public void setAlignedVotes(final Long alignedVotes) {
+		this.alignedVotes = alignedVotes;
+	}
+
+	@Override
+	public boolean equals(final Object obj) {
+		if (this == obj) {
+			return true;
+		}
+		if (obj == null || getClass() != obj.getClass()) {
+			return false;
+		}
+		final ViewRiksdagenCoalitionAlignmentMatrix that = (ViewRiksdagenCoalitionAlignmentMatrix) obj;
+		return Objects.equals(embeddedId, that.embeddedId);
+	}
+
+	@Override
+	public int hashCode() {
+		return Objects.hash(embeddedId);
+	}
+
+	@Override
+	public String toString() {
+		return "ViewRiksdagenCoalitionAlignmentMatrix{" +
+				"party1='" + getParty1() + '\'' +
+				", party2='" + getParty2() + '\'' +
+				", alignmentRate=" + alignmentRate +
+				", totalVotes=" + totalVotes +
+				", alignedVotes=" + alignedVotes +
+				'}';
+	}
+}
diff --git a/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java
new file mode 100644
index 00000000000..8f7b9bf5b1b
--- /dev/null
+++ b/model.internal.application.data.impl/src/main/java/com/hack23/cia/model/internal/application/data/party/impl/ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.java
@@ -0,0 +1,106 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.model.internal.application.data.party.impl;
+
+import java.io.Serializable;
+
+import javax.persistence.Column;
+import javax.persistence.Embeddable;
+
+import org.apache.commons.lang3.builder.EqualsBuilder;
+import org.apache.commons.lang3.builder.HashCodeBuilder;
+import org.apache.commons.lang3.builder.ToStringBuilder;
+import org.apache.commons.lang3.builder.ToStringStyle;
+
+/**
+ * The Class ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId.
+ * Composite key for coalition alignment matrix (party1 + party2).
+ */
+@Embeddable
+public class ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId implements Serializable {
+
+	/** The Constant serialVersionUID. */
+	private static final long serialVersionUID = 1L;
+
+	/** The party1. */
+	@Column(name = "party1", nullable = false)
+	private String party1;
+
+	/** The party2. */
+	@Column(name = "party2", nullable = false)
+	private String party2;
+
+	/**
+	 * Instantiates a new view riksdagen coalition alignment matrix embedded id.
+	 */
+	public ViewRiksdagenCoalitionAlignmentMatrixEmbeddedId() {
+		super();
+	}
+
+	/**
+	 * Gets the party1.
+	 *
+	 * @return the party1
+	 */
+	public String getParty1() {
+		return party1;
+	}
+
+	/**
+	 * Sets the party1.
+	 *
+	 * @param party1 the new party1
+	 */
+	public void setParty1(final String party1) {
+		this.party1 = party1;
+	}
+
+	/**
+	 * Gets the party2.
+	 *
+	 * @return the party2
+	 */
+	public String getParty2() {
+		return party2;
+	}
+
+	/**
+	 * Sets the party2.
+	 *
+	 * @param party2 the new party2
+	 */
+	public void setParty2(final String party2) {
+		this.party2 = party2;
+	}
+
+	@Override
+	public boolean equals(final Object obj) {
+		return EqualsBuilder.reflectionEquals(this, obj);
+	}
+
+	@Override
+	public int hashCode() {
+		return HashCodeBuilder.reflectionHashCode(this);
+	}
+
+	@Override
+	public String toString() {
+		return ToStringBuilder.reflectionToString(this, ToStringStyle.SHORT_PREFIX_STYLE);
+	}
+}
diff --git a/model.internal.application.user.impl/src/main/java/META-INF/persistence.xml b/model.internal.application.user.impl/src/main/java/META-INF/persistence.xml
index 743a1dc8728..006d5cdb116 100644
--- a/model.internal.application.user.impl/src/main/java/META-INF/persistence.xml
+++ b/model.internal.application.user.impl/src/main/java/META-INF/persistence.xml
@@ -73,6 +73,7 @@
         <class>com.hack23.cia.model.internal.application.data.ministry.impl.ViewMinistryDecisionImpactEmbeddedId</class>
         <class>com.hack23.cia.model.internal.application.data.ministry.impl.ViewRiksdagenGovermentRoleMember</class>
         <class>com.hack23.cia.model.internal.application.data.ministry.impl.ViewRiksdagenMinistry</class>
+        <class>com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData</class>
         <class>com.hack23.cia.model.internal.application.data.party.impl.ViewRiksdagenParty</class>
         <class>com.hack23.cia.model.internal.application.data.party.impl.ViewRiksdagenPartyBallotSupportAnnualSummary</class>
         <class>com.hack23.cia.model.internal.application.data.party.impl.ViewRiksdagenPartyBallotSupportAnnualSummaryEmbeddedId</class>
diff --git a/service.data.api/src/main/java/com/hack23/cia/service/data/api/GovernmentBodyDataDAO.java b/service.data.api/src/main/java/com/hack23/cia/service/data/api/GovernmentBodyDataDAO.java
new file mode 100644
index 00000000000..2899bd924d0
--- /dev/null
+++ b/service.data.api/src/main/java/com/hack23/cia/service/data/api/GovernmentBodyDataDAO.java
@@ -0,0 +1,28 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.service.data.api;
+
+import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
+
+/**
+ * The Interface GovernmentBodyDataDAO.
+ */
+public interface GovernmentBodyDataDAO extends AbstractGenericDAO<GovernmentBodyData, Long> {
+
+}
diff --git a/service.data.impl/src/main/java/com/hack23/cia/service/data/impl/GovernmentBodyDataDAOImpl.java b/service.data.impl/src/main/java/com/hack23/cia/service/data/impl/GovernmentBodyDataDAOImpl.java
new file mode 100644
index 00000000000..747dbb67f09
--- /dev/null
+++ b/service.data.impl/src/main/java/com/hack23/cia/service/data/impl/GovernmentBodyDataDAOImpl.java
@@ -0,0 +1,39 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.service.data.impl;
+
+import org.springframework.stereotype.Repository;
+
+import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
+import com.hack23.cia.service.data.api.GovernmentBodyDataDAO;
+
+/**
+ * The Class GovernmentBodyDataDAOImpl.
+ */
+@Repository("GovernmentBodyDataDAO")
+final class GovernmentBodyDataDAOImpl extends AbstractGenericDAOImpl<GovernmentBodyData, Long> implements GovernmentBodyDataDAO {
+
+	/**
+	 * Instantiates a new government body data dao impl.
+	 */
+	public GovernmentBodyDataDAOImpl() {
+		super(GovernmentBodyData.class);
+	}
+
+}
diff --git a/service.impl/pom.xml b/service.impl/pom.xml
index a0c77b5e474..56001b45a5c 100644
--- a/service.impl/pom.xml
+++ b/service.impl/pom.xml
@@ -272,6 +272,11 @@
         </exclusion>
       </exclusions>
     </dependency>
+    <dependency>
+      <groupId>com.hack23.cia</groupId>
+      <artifactId>service.external.esv</artifactId>
+      <version>${project.version}</version>
+    </dependency>
     <dependency>
       <groupId>com.hack23.cia</groupId>
       <artifactId>service.data.impl</artifactId>
diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
new file mode 100644
index 00000000000..efe58fc8a29
--- /dev/null
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -0,0 +1,143 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.service.impl;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+
+import javax.annotation.PostConstruct;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
+import org.springframework.security.core.Authentication;
+import org.springframework.security.core.GrantedAuthority;
+import org.springframework.security.core.authority.AuthorityUtils;
+import org.springframework.security.core.context.SecurityContextHolder;
+import org.springframework.stereotype.Component;
+import org.springframework.transaction.annotation.Propagation;
+import org.springframework.transaction.annotation.Transactional;
+
+import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
+import com.hack23.cia.service.data.api.GovernmentBodyDataDAO;
+import com.hack23.cia.service.external.esv.api.EsvApi;
+import com.hack23.cia.service.external.esv.api.GovernmentBodyAnnualSummary;
+
+/**
+ * The Class GovernmentBodyDataLoaderService.
+ * Loads government body data from ESV at application startup if not already loaded.
+ */
+@Component
+public final class GovernmentBodyDataLoaderService {
+
+	private static final Logger LOGGER = LoggerFactory.getLogger(GovernmentBodyDataLoaderService.class);
+
+	@Autowired
+	private GovernmentBodyDataDAO governmentBodyDataDAO;
+
+	@Autowired
+	private EsvApi esvApi;
+
+	/**
+	 * Instantiates a new government body data loader service.
+	 */
+	public GovernmentBodyDataLoaderService() {
+		super();
+	}
+
+	/**
+	 * Load government body data at startup if table is empty.
+	 */
+	@PostConstruct
+	@Transactional(propagation = Propagation.REQUIRED)
+	public void loadGovernmentBodyDataIfEmpty() {
+		try {
+			configureAuthentication("ROLE_ADMIN");
+			
+			final List<GovernmentBodyData> existingData = governmentBodyDataDAO.getAll();
+			
+			if (existingData == null || existingData.isEmpty()) {
+				LOGGER.info("Government body data table is empty, loading data from ESV...");
+				loadDataFromEsv();
+				LOGGER.info("Government body data loaded successfully");
+			} else {
+				LOGGER.info("Government body data already exists ({} records), skipping load", existingData.size());
+			}
+		} catch (final Exception e) {
+			LOGGER.error("Failed to load government body data", e);
+		} finally {
+			clearAuthentication();
+		}
+	}
+
+	/**
+	 * Load data from ESV API.
+	 */
+	private void loadDataFromEsv() {
+		final Map<Integer, List<GovernmentBodyAnnualSummary>> data = esvApi.getData();
+		
+		int recordCount = 0;
+		for (final Map.Entry<Integer, List<GovernmentBodyAnnualSummary>> entry : data.entrySet()) {
+			final Integer year = entry.getKey();
+			final List<GovernmentBodyAnnualSummary> summaries = entry.getValue();
+			
+			for (final GovernmentBodyAnnualSummary summary : summaries) {
+				final GovernmentBodyData entity = new GovernmentBodyData(
+					year,
+					summary.getName(),
+					summary.getConsecutiveNumber(),
+					summary.getGovermentBodyId(),
+					summary.getmCode(),
+					summary.getMinistry(),
+					summary.getOrgNumber(),
+					summary.getHeadCount(),
+					summary.getAnnualWorkHeadCount(),
+					summary.getVat(),
+					summary.getComment()
+				);
+				
+				governmentBodyDataDAO.persist(entity);
+				recordCount++;
+			}
+		}
+		
+		LOGGER.info("Loaded {} government body records from ESV", recordCount);
+	}
+
+	/**
+	 * Clear authentication.
+	 */
+	private static void clearAuthentication() {
+		SecurityContextHolder.getContext().setAuthentication(null);
+	}
+
+	/**
+	 * Configure authentication.
+	 *
+	 * @param role the role
+	 */
+	private static void configureAuthentication(final String role) {
+		final Collection<GrantedAuthority> authorities = AuthorityUtils.createAuthorityList(role);
+		final Authentication authentication = new UsernamePasswordAuthenticationToken("service.impl.GovernmentBodyDataLoaderService", "n/a", authorities);
+		SecurityContextHolder.getContext().setAuthentication(authentication);
+	}
+
+}
diff --git a/service.impl/src/main/java/module-info.java b/service.impl/src/main/java/module-info.java
index 8e6efd87869..7ed9aab7326 100644
--- a/service.impl/src/main/java/module-info.java
+++ b/service.impl/src/main/java/module-info.java
@@ -68,6 +68,7 @@
 	requires com.hack23.cia.service.external.riksdagen;
 	requires com.hack23.cia.service.external.val;
 	requires com.hack23.cia.service.external.worldbank;
+	requires com.hack23.cia.service.external.esv;
 
 	requires com.hack23.cia.model.external.val.riksdagsvalkrets.impl;
 	requires com.hack23.cia.model.external.riksdagen.voteringlista.impl;

From b9c2f28694611fa868b70b4835a0f65340add3fe Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 14:50:16 +0000
Subject: [PATCH 05/15] Rename changelog 1.53 to 1.54, validate with Liquibase,
 generate full_schema.sql, fix data loader

- Renamed db-changelog-1.53.xml to db-changelog-1.54.xml
- Updated all changeset IDs from 1.53-* to 1.54-*
- Updated db-changelog.xml to include db-changelog-1.54.xml
- Validated changelog with mvn liquibase:validate (No errors)
- Applied changelog with mvn liquibase:update (4 changesets applied)
- Generated new full_schema.sql with government_body_data table and 1.54 changesets
- Removed 'final' modifier from GovernmentBodyDataLoaderService to allow Spring proxying
- Rebuilt entire application successfully (BUILD SUCCESS)

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 ...angelog-1.53.xml => db-changelog-1.54.xml} |  12 +-
 .../src/main/resources/db-changelog.xml       |   2 +-
 .../src/main/resources/full_schema.sql        | 305 ++++++++++++++----
 .../impl/GovernmentBodyDataLoaderService.java |   2 +-
 4 files changed, 243 insertions(+), 78 deletions(-)
 rename service.data.impl/src/main/resources/{db-changelog-1.53.xml => db-changelog-1.54.xml} (90%)

diff --git a/service.data.impl/src/main/resources/db-changelog-1.53.xml b/service.data.impl/src/main/resources/db-changelog-1.54.xml
similarity index 90%
rename from service.data.impl/src/main/resources/db-changelog-1.53.xml
rename to service.data.impl/src/main/resources/db-changelog-1.54.xml
index d5ba2eaaf07..d504577a78c 100644
--- a/service.data.impl/src/main/resources/db-changelog-1.53.xml
+++ b/service.data.impl/src/main/resources/db-changelog-1.54.xml
@@ -5,13 +5,13 @@ xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
 xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog
                       http://www.liquibase.org/xml/ns/dbchangelog/dbchangelog-3.6.xsd">
 
-<changeSet id="1.53-intro" author="intelligence-operative-analytics">
-    <comment>v1.53 Government Body Data Integration from ESV</comment>
-    <sql>SELECT 'v1.53' AS version, CURRENT_TIMESTAMP AS applied_at;</sql>
+<changeSet id="1.54-intro" author="intelligence-operative-analytics">
+    <comment>v1.54 Government Body Data Integration from ESV</comment>
+    <sql>SELECT 'v1.54' AS version, CURRENT_TIMESTAMP AS applied_at;</sql>
 </changeSet>
 
 <!-- Create government_body_data table -->
-<changeSet id="1.53-create-government-body-data-table" author="intelligence-operative-analytics" failOnError="true">
+<changeSet id="1.54-create-government-body-data-table" author="intelligence-operative-analytics" failOnError="true">
     <comment>Create government_body_data table to store Swedish government body information from ESV</comment>
     <createTable tableName="government_body_data">
         <column name="id" type="BIGINT" autoIncrement="true">
@@ -36,7 +36,7 @@ xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog
 </changeSet>
 
 <!-- Add indexes for performance -->
-<changeSet id="1.53-add-government-body-indexes" author="intelligence-operative-analytics" failOnError="true">
+<changeSet id="1.54-add-government-body-indexes" author="intelligence-operative-analytics" failOnError="true">
     <comment>Add indexes to government_body_data table for query performance</comment>
     
     <createIndex indexName="idx_gov_body_year" tableName="government_body_data">
@@ -57,7 +57,7 @@ xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog
 </changeSet>
 
 <!-- Add comments to table and columns for documentation -->
-<changeSet id="1.53-add-government-body-comments" author="intelligence-operative-analytics" failOnError="false">
+<changeSet id="1.54-add-government-body-comments" author="intelligence-operative-analytics" failOnError="false">
     <comment>Add documentation comments to government_body_data table and columns</comment>
     
     <sql>
diff --git a/service.data.impl/src/main/resources/db-changelog.xml b/service.data.impl/src/main/resources/db-changelog.xml
index f279ff296c5..a5d87dcef1b 100644
--- a/service.data.impl/src/main/resources/db-changelog.xml
+++ b/service.data.impl/src/main/resources/db-changelog.xml
@@ -57,6 +57,6 @@
   <include file="db-changelog-1.50.xml" />
   <include file="db-changelog-1.51.xml" />
   <include file="db-changelog-1.52.xml" />
-  <include file="db-changelog-1.53.xml" />
+  <include file="db-changelog-1.54.xml" />
 
 </databaseChangeLog>
\ No newline at end of file
diff --git a/service.data.impl/src/main/resources/full_schema.sql b/service.data.impl/src/main/resources/full_schema.sql
index a08a46135e4..20f9c462c87 100644
--- a/service.data.impl/src/main/resources/full_schema.sql
+++ b/service.data.impl/src/main/resources/full_schema.sql
@@ -2,10 +2,10 @@
 -- PostgreSQL database dump
 --
 
-\restrict Hmb80AcnxA7ptK5LAcyntK2i6mHEZSh8fzpjSYjUjF1eDWrYeP4Dca2OYh6PE7G
+\restrict 2jBR1sZYUdN7c3C4atoMEGOW1oZkRbWIa1vYHrj9jo8ziDkUBNmv45YQ5OeLTFP
 
--- Dumped from database version 16.11 (Debian 16.11-1.pgdg12+1)
--- Dumped by pg_dump version 16.11 (Debian 16.11-1.pgdg12+1)
+-- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
+-- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 
 SET statement_timeout = 0;
 SET lock_timeout = 0;
@@ -2703,6 +2703,131 @@ COMMENT ON COLUMN public.encrypted_value.user_id IS 'DATA.Sensitive GDPR.Persona
 COMMENT ON COLUMN public.encrypted_value.vault_name IS 'DATA.Sensitive GDPR.na';
 
 
+--
+-- Name: government_body_data; Type: TABLE; Schema: public; Owner: -
+--
+
+CREATE TABLE public.government_body_data (
+    id bigint NOT NULL,
+    year integer NOT NULL,
+    name character varying(500) NOT NULL,
+    consecutive_number integer,
+    government_body_id character varying(100),
+    m_code character varying(50),
+    ministry character varying(500),
+    org_number character varying(50),
+    head_count integer,
+    annual_work_head_count integer,
+    vat character varying(50),
+    comment character varying(1000)
+);
+
+
+--
+-- Name: TABLE government_body_data; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON TABLE public.government_body_data IS 'Swedish government body information from ESV (Economic Security and Vulnerability Authority). Source: Myndighetsinformation.xls';
+
+
+--
+-- Name: COLUMN government_body_data.id; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.id IS 'Primary key';
+
+
+--
+-- Name: COLUMN government_body_data.year; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.year IS 'Year of the data record';
+
+
+--
+-- Name: COLUMN government_body_data.name; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.name IS 'Name of the government body (Myndighetsnamn)';
+
+
+--
+-- Name: COLUMN government_body_data.consecutive_number; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.consecutive_number IS 'Consecutive number identifier';
+
+
+--
+-- Name: COLUMN government_body_data.government_body_id; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.government_body_id IS 'Government body identifier code';
+
+
+--
+-- Name: COLUMN government_body_data.m_code; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.m_code IS 'Ministry code (M-kod)';
+
+
+--
+-- Name: COLUMN government_body_data.ministry; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.ministry IS 'Ministry name (Departement)';
+
+
+--
+-- Name: COLUMN government_body_data.org_number; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.org_number IS 'Organization number (Organisationsnummer)';
+
+
+--
+-- Name: COLUMN government_body_data.head_count; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.head_count IS 'Head count (Antal anställda)';
+
+
+--
+-- Name: COLUMN government_body_data.annual_work_head_count; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.annual_work_head_count IS 'Annual work head count (Årsarbetskrafter)';
+
+
+--
+-- Name: COLUMN government_body_data.vat; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.vat IS 'VAT information (Momsuppgift)';
+
+
+--
+-- Name: COLUMN government_body_data.comment; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON COLUMN public.government_body_data.comment IS 'Additional comments or notes';
+
+
+--
+-- Name: government_body_data_id_seq; Type: SEQUENCE; Schema: public; Owner: -
+--
+
+ALTER TABLE public.government_body_data ALTER COLUMN id ADD GENERATED BY DEFAULT AS IDENTITY (
+    SEQUENCE NAME public.government_body_data_id_seq
+    START WITH 1
+    INCREMENT BY 1
+    NO MINVALUE
+    NO MAXVALUE
+    CACHE 1
+);
+
+
 --
 -- Name: hibernate_sequence; Type: SEQUENCE; Schema: public; Owner: -
 --
@@ -6020,7 +6145,7 @@ CREATE VIEW public.view_committee_productivity AS
             count(DISTINCT ad.intressent_id) FILTER (WHERE ((ad.role_code)::text = 'Ledamot'::text)) AS regular_members,
             count(DISTINCT ad.intressent_id) FILTER (WHERE (((ad.role_code)::text ~~* '%suppleant%'::text) OR ((ad.role_code)::text ~~* '%ersättare%'::text))) AS substitutes
            FROM (public.view_riksdagen_committee rc
-             LEFT JOIN public.assignment_data ad ON ((((ad.org_code)::text = (rc.embedded_id_org_code)::text) AND ((ad.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((ad.to_date IS NULL) OR (ad.to_date >= CURRENT_DATE)))))
+             LEFT JOIN public.assignment_data ad ON ((((ad.org_code)::text = (rc.embedded_id_org_code)::text) AND ((ad.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((ad.to_date IS NULL) OR (ad.to_date >= CURRENT_DATE)))))
           GROUP BY rc.embedded_id_org_code, rc.embedded_id_detail
         ), committee_decisions AS (
          SELECT view_riksdagen_committee_decisions.org AS committee_code,
@@ -6354,7 +6479,7 @@ CREATE VIEW public.view_politician_risk_summary AS
             count(DISTINCT vd.embedded_id_ballot_id) FILTER (WHERE (((vd.vote)::text <> (vd.party)::text) AND ((vd.vote)::text <> 'Frånvarande'::text))) AS rebel_votes
            FROM (public.person_data p
              LEFT JOIN public.vote_data vd ON ((((vd.embedded_id_intressent_id)::text = (p.id)::text) AND (vd.vote_date >= (CURRENT_DATE - '2 years'::interval)))))
-          WHERE ((p.status)::text = ANY ((ARRAY['Tjänstgörande riksdagsledamot'::character varying, 'Tjänstgörande ersättare'::character varying, 'Tillgänglig ersättare'::character varying])::text[]))
+          WHERE ((p.status)::text = ANY (ARRAY[('Tjänstgörande riksdagsledamot'::character varying)::text, ('Tjänstgörande ersättare'::character varying)::text, ('Tillgänglig ersättare'::character varying)::text]))
           GROUP BY p.id
         ), politician_document_metrics AS (
          SELECT dpr.person_reference_id,
@@ -6390,8 +6515,8 @@ CREATE VIEW public.view_politician_risk_summary AS
            FROM (((public.person_data p
              LEFT JOIN politician_vote_metrics pvm ON (((pvm.person_id)::text = (p.id)::text)))
              LEFT JOIN politician_document_metrics pdm ON (((pdm.person_reference_id)::text = (p.id)::text)))
-             LEFT JOIN public.rule_violation rv ON ((((rv.reference_id)::text = (p.id)::text) AND ((rv.resource_type)::text = 'POLITICIAN'::text) AND ((rv.status)::text = ANY ((ARRAY['MINOR'::character varying, 'MAJOR'::character varying, 'CRITICAL'::character varying])::text[])))))
-          WHERE ((p.status)::text = ANY ((ARRAY['Tjänstgörande riksdagsledamot'::character varying, 'Tjänstgörande ersättare'::character varying, 'Tillgänglig ersättare'::character varying])::text[]))
+             LEFT JOIN public.rule_violation rv ON ((((rv.reference_id)::text = (p.id)::text) AND ((rv.resource_type)::text = 'POLITICIAN'::text) AND ((rv.status)::text = ANY (ARRAY[('MINOR'::character varying)::text, ('MAJOR'::character varying)::text, ('CRITICAL'::character varying)::text])))))
+          WHERE ((p.status)::text = ANY (ARRAY[('Tjänstgörande riksdagsledamot'::character varying)::text, ('Tjänstgörande ersättare'::character varying)::text, ('Tillgänglig ersättare'::character varying)::text]))
           GROUP BY p.id, p.first_name, p.last_name, p.party, p.status, pvm.absent_votes, pvm.total_votes, pvm.rebel_votes, pdm.documents_last_year
         )
  SELECT person_id,
@@ -6441,7 +6566,7 @@ CREATE VIEW public.view_riksdagen_voting_anomaly_detection AS
             count(*) AS vote_count,
             row_number() OVER (PARTITION BY vote_data.embedded_id_ballot_id, vote_data.party ORDER BY (count(*)) DESC) AS rank
            FROM public.vote_data
-          WHERE (((vote_data.vote)::text = ANY ((ARRAY['Ja'::character varying, 'Nej'::character varying, 'Avstår'::character varying])::text[])) AND (vote_data.party IS NOT NULL) AND (vote_data.vote_date >= (CURRENT_DATE - '3 years'::interval)))
+          WHERE (((vote_data.vote)::text = ANY (ARRAY[('Ja'::character varying)::text, ('Nej'::character varying)::text, ('Avstår'::character varying)::text])) AND (vote_data.party IS NOT NULL) AND (vote_data.vote_date >= (CURRENT_DATE - '3 years'::interval)))
           GROUP BY vote_data.embedded_id_ballot_id, vote_data.party, vote_data.vote
         ), party_majority_vote AS (
          SELECT party_consensus.embedded_id_ballot_id,
@@ -6469,7 +6594,7 @@ CREATE VIEW public.view_riksdagen_voting_anomaly_detection AS
            FROM ((public.vote_data vd
              JOIN party_majority_vote pmv ON ((((vd.embedded_id_ballot_id)::text = (pmv.embedded_id_ballot_id)::text) AND ((vd.party)::text = (pmv.party)::text))))
              JOIN party_vote_counts pvc ON ((((vd.embedded_id_ballot_id)::text = (pvc.embedded_id_ballot_id)::text) AND ((vd.party)::text = (pvc.party)::text))))
-          WHERE (((vd.vote)::text <> (pmv.party_consensus_vote)::text) AND ((vd.vote)::text = ANY ((ARRAY['Ja'::character varying, 'Nej'::character varying, 'Avstår'::character varying])::text[])) AND (vd.vote_date >= (CURRENT_DATE - '3 years'::interval)))
+          WHERE (((vd.vote)::text <> (pmv.party_consensus_vote)::text) AND ((vd.vote)::text = ANY (ARRAY[('Ja'::character varying)::text, ('Nej'::character varying)::text, ('Avstår'::character varying)::text])) AND (vd.vote_date >= (CURRENT_DATE - '3 years'::interval)))
         )
  SELECT p.id AS person_id,
     p.first_name,
@@ -6495,7 +6620,7 @@ CREATE VIEW public.view_riksdagen_voting_anomaly_detection AS
         END AS anomaly_assessment
    FROM (public.person_data p
      LEFT JOIN rebel_votes rv ON (((rv.person_id)::text = (p.id)::text)))
-  WHERE ((p.status)::text = ANY ((ARRAY['Tjänstgörande riksdagsledamot'::character varying, 'Tjänstgörande ersättare'::character varying, 'Tillgänglig ersättare'::character varying])::text[]))
+  WHERE ((p.status)::text = ANY (ARRAY[('Tjänstgörande riksdagsledamot'::character varying)::text, ('Tjänstgörande ersättare'::character varying)::text, ('Tillgänglig ersättare'::character varying)::text]))
   GROUP BY p.id, p.first_name, p.last_name, p.party
  HAVING (count(DISTINCT rv.embedded_id_ballot_id) > 0)
   ORDER BY (count(DISTINCT rv.embedded_id_ballot_id) FILTER (WHERE (rv.consensus_strength >= (90)::numeric))) DESC, (count(DISTINCT rv.embedded_id_ballot_id)) DESC, p.last_name, p.first_name;
@@ -6562,13 +6687,13 @@ CREATE VIEW public.view_risk_score_evolution AS
             p.party,
             date_trunc('month'::text, (pvr.vote_date)::timestamp with time zone) AS assessment_period,
             round((((count(*) FILTER (WHERE ((pvr.vote)::text = 'Frånvarande'::text)))::numeric / (NULLIF(count(*), 0))::numeric) * (100)::numeric), 2) AS absence_rate,
-            round((((count(*) FILTER (WHERE (pvr.is_rebel = true)))::numeric / (NULLIF(count(*) FILTER (WHERE ((pvr.vote)::text = ANY ((ARRAY['Ja'::character varying, 'Nej'::character varying])::text[]))), 0))::numeric) * (100)::numeric), 2) AS rebel_rate,
+            round((((count(*) FILTER (WHERE (pvr.is_rebel = true)))::numeric / (NULLIF(count(*) FILTER (WHERE ((pvr.vote)::text = ANY (ARRAY[('Ja'::character varying)::text, ('Nej'::character varying)::text]))), 0))::numeric) * (100)::numeric), 2) AS rebel_rate,
             count(*) AS ballot_count,
             count(DISTINCT vpd.id) AS document_count
            FROM ((public.person_data p
              LEFT JOIN politician_votes_with_rebel pvr ON (((pvr.embedded_id_intressent_id)::text = (p.id)::text)))
              LEFT JOIN politician_document_data vpd ON ((((vpd.person_reference_id)::text = (p.id)::text) AND (vpd.made_public_date >= (CURRENT_DATE - '3 years'::interval)) AND (date_trunc('month'::text, (vpd.made_public_date)::timestamp with time zone) = date_trunc('month'::text, (pvr.vote_date)::timestamp with time zone)))))
-          WHERE ((p.status)::text = ANY ((ARRAY['Tjänstgörande riksdagsledamot'::character varying, 'Tjänstgörande ersättare'::character varying, 'Tillgänglig ersättare'::character varying])::text[]))
+          WHERE ((p.status)::text = ANY (ARRAY[('Tjänstgörande riksdagsledamot'::character varying)::text, ('Tjänstgörande ersättare'::character varying)::text, ('Tillgänglig ersättare'::character varying)::text]))
           GROUP BY p.id, p.first_name, p.last_name, p.party, (date_trunc('month'::text, (pvr.vote_date)::timestamp with time zone))
         ), monthly_violations AS (
          SELECT rule_violation.reference_id AS person_id,
@@ -6577,7 +6702,7 @@ CREATE VIEW public.view_risk_score_evolution AS
             count(DISTINCT rule_violation.rule_group) AS violation_categories,
             string_agg(DISTINCT (rule_violation.rule_group)::text, ', '::text ORDER BY (rule_violation.rule_group)::text) AS violation_types
            FROM public.rule_violation
-          WHERE (((rule_violation.resource_type)::text = 'POLITICIAN'::text) AND ((rule_violation.status)::text = ANY ((ARRAY['MINOR'::character varying, 'MAJOR'::character varying, 'CRITICAL'::character varying])::text[])) AND (rule_violation.detected_date >= (CURRENT_DATE - '3 years'::interval)))
+          WHERE (((rule_violation.resource_type)::text = 'POLITICIAN'::text) AND ((rule_violation.status)::text = ANY (ARRAY[('MINOR'::character varying)::text, ('MAJOR'::character varying)::text, ('CRITICAL'::character varying)::text])) AND (rule_violation.detected_date >= (CURRENT_DATE - '3 years'::interval)))
           GROUP BY rule_violation.reference_id, (date_trunc('month'::text, rule_violation.detected_date))
         ), risk_calculations AS (
          SELECT mrb.person_id,
@@ -7709,7 +7834,7 @@ CREATE VIEW public.view_riksdagen_politician_influence_metrics AS
         END AS influence_assessment
    FROM (public.person_data p
      LEFT JOIN influence_metrics im ON (((im.person_id)::text = (p.id)::text)))
-  WHERE ((p.status)::text = ANY ((ARRAY['Tjänstgörande riksdagsledamot'::character varying, 'Tjänstgörande ersättare'::character varying, 'Tillgänglig ersättare'::character varying])::text[]))
+  WHERE ((p.status)::text = ANY (ARRAY[('Tjänstgörande riksdagsledamot'::character varying)::text, ('Tjänstgörande ersättare'::character varying)::text, ('Tillgänglig ersättare'::character varying)::text]))
   ORDER BY COALESCE(im.strong_connections, (0)::bigint) DESC, p.last_name, p.first_name;
 
 
@@ -8826,7 +8951,7 @@ CREATE VIEW public.view_riksdagen_committee_parliament_member_proposal AS
     document_data.title
    FROM (public.view_riksdagen_committee
      LEFT JOIN public.document_data ON (((view_riksdagen_committee.embedded_id_org_code)::text = (document_data.org)::text)))
-  WHERE (((document_data.document_type)::text = ANY ((ARRAY['mot'::character varying, 'MOT'::character varying, 'Motion'::character varying])::text[])) OR (upper((document_data.document_type)::text) = 'MOT'::text));
+  WHERE (((document_data.document_type)::text = ANY (ARRAY[('mot'::character varying)::text, ('MOT'::character varying)::text, ('Motion'::character varying)::text])) OR (upper((document_data.document_type)::text) = 'MOT'::text));
 
 
 --
@@ -8923,7 +9048,7 @@ CREATE VIEW public.view_riksdagen_committee_role_member AS
                 END) AS statements,
             count(
                 CASE
-                    WHEN ((view_riksdagen_politician_document.document_type)::text = ANY ((ARRAY['mot'::character varying, 'prop'::character varying, 'frs'::character varying])::text[])) THEN 1
+                    WHEN ((view_riksdagen_politician_document.document_type)::text = ANY (ARRAY[('mot'::character varying)::text, ('prop'::character varying)::text, ('frs'::character varying)::text])) THEN 1
                     ELSE NULL::integer
                 END) AS initiatives
            FROM public.view_riksdagen_politician_document
@@ -9045,7 +9170,7 @@ CREATE VIEW public.view_riksdagen_crisis_resilience_indicators AS
      JOIN all_voting_politicians avp ON (((avp.person_id)::text = (p.id)::text)))
      LEFT JOIN crisis_voting cv ON (((cv.person_id)::text = (p.id)::text)))
      LEFT JOIN normal_voting nv ON (((nv.person_id)::text = (p.id)::text)))
-  WHERE ((p.status)::text = ANY ((ARRAY['Tjänstgörande riksdagsledamot'::character varying, 'Tjänstgörande ersättare'::character varying, 'Tillgänglig ersättare'::character varying])::text[]))
+  WHERE ((p.status)::text = ANY (ARRAY[('Tjänstgörande riksdagsledamot'::character varying)::text, ('Tjänstgörande ersättare'::character varying)::text, ('Tillgänglig ersättare'::character varying)::text]))
   ORDER BY
         CASE
             WHEN ((COALESCE(cv.crisis_votes, (0)::bigint) >= 10) AND (((COALESCE(cv.crisis_absent, (0)::bigint))::numeric / (NULLIF(cv.crisis_votes, 0))::numeric) < 0.1)) THEN 1
@@ -9146,7 +9271,7 @@ CREATE VIEW public.view_riksdagen_goverment_proposals AS
     number_value,
     document_status_url_xml
    FROM public.document_data
-  WHERE (((document_type)::text = ANY ((ARRAY['prop'::character varying, 'PROP'::character varying, 'Proposition'::character varying])::text[])) OR (upper((document_type)::text) = 'PROP'::text));
+  WHERE (((document_type)::text = ANY (ARRAY[('prop'::character varying)::text, ('PROP'::character varying)::text, ('Proposition'::character varying)::text])) OR (upper((document_type)::text) = 'PROP'::text));
 
 
 --
@@ -9262,7 +9387,7 @@ CREATE VIEW public.view_riksdagen_member_proposals AS
     title,
     dokument_document_container__0
    FROM public.document_element
-  WHERE (((document_type)::text = ANY ((ARRAY['mot'::character varying, 'MOT'::character varying, 'Motion'::character varying])::text[])) OR (upper((document_type)::text) = 'MOT'::text));
+  WHERE (((document_type)::text = ANY (ARRAY[('mot'::character varying)::text, ('MOT'::character varying)::text, ('Motion'::character varying)::text])) OR (upper((document_type)::text) = 'MOT'::text));
 
 
 --
@@ -10269,7 +10394,7 @@ CREATE VIEW public.view_riksdagen_politician_experience_summary AS
                     ELSE (a.to_date - a.from_date)
                 END AS days_in_role,
                 CASE
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['FiU'::character varying, 'KU'::character varying, 'UU'::character varying, 'FÖU'::character varying, 'JuU'::character varying])::text[])) THEN 'Key Parliamentary Committees'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('FiU'::character varying)::text, ('KU'::character varying)::text, ('UU'::character varying)::text, ('FÖU'::character varying)::text, ('JuU'::character varying)::text])) THEN 'Key Parliamentary Committees'::text
                     WHEN ((a.org_code)::text = 'Statsrådsberedningen'::text) THEN 'Prime Minister''s Office'::text
                     WHEN ((a.org_code)::text = 'AU'::text) THEN 'Arbetsmarknad (Committee)'::text
                     WHEN ((a.org_code)::text = 'SoU'::text) THEN 'Social (Committee)'::text
@@ -10308,41 +10433,41 @@ CREATE VIEW public.view_riksdagen_politician_experience_summary AS
                     WHEN (((a.assignment_type)::text = 'Departement'::text) AND ((a.org_code)::text = 'IJ'::text)) THEN 'Integration and Gender Equality Ministry'::text
                     WHEN (((a.assignment_type)::text = 'Departement'::text) AND ((a.org_code)::text = 'KN'::text)) THEN 'Climate and Business Ministry'::text
                     WHEN (((a.assignment_type)::text = 'Departement'::text) AND ((a.org_code)::text = 'Ku'::text)) THEN 'Culture Ministry'::text
-                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY ((ARRAY['Partiledare'::character varying, 'Gruppledare'::character varying, 'Partisekreterare'::character varying, 'Kvittningsperson'::character varying])::text[]))) THEN 'Party Leadership'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['BSPC'::character varying, 'EFTA'::character varying, 'EG'::character varying, 'OSSE'::character varying, 'PA-UfM'::character varying, 'Europol'::character varying])::text[])) THEN 'International Affairs'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['NR'::character varying, 'RFK'::character varying, 'RJ'::character varying, 'RRS'::character varying])::text[])) THEN 'Regional and National Cooperation'::text
-                    WHEN (((a.org_code)::text = ANY ((ARRAY['BN'::character varying, 'CPAR'::character varying, 'DEM'::character varying, 'DN'::character varying, 'EES'::character varying, 'ER'::character varying, 'ESK'::character varying, 'RB'::character varying, 'RGK'::character varying, 'UN'::character varying])::text[])) AND ((a.role_code)::text = ANY ((ARRAY['Ledamot'::character varying, 'Ordförande'::character varying, 'Vice ordförande'::character varying])::text[]))) THEN 'Legislative and Oversight Committees'::text
+                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY (ARRAY[('Partiledare'::character varying)::text, ('Gruppledare'::character varying)::text, ('Partisekreterare'::character varying)::text, ('Kvittningsperson'::character varying)::text]))) THEN 'Party Leadership'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('BSPC'::character varying)::text, ('EFTA'::character varying)::text, ('EG'::character varying)::text, ('OSSE'::character varying)::text, ('PA-UfM'::character varying)::text, ('Europol'::character varying)::text])) THEN 'International Affairs'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('NR'::character varying)::text, ('RFK'::character varying)::text, ('RJ'::character varying)::text, ('RRS'::character varying)::text])) THEN 'Regional and National Cooperation'::text
+                    WHEN (((a.org_code)::text = ANY (ARRAY[('BN'::character varying)::text, ('CPAR'::character varying)::text, ('DEM'::character varying)::text, ('DN'::character varying)::text, ('EES'::character varying)::text, ('ER'::character varying)::text, ('ESK'::character varying)::text, ('RB'::character varying)::text, ('RGK'::character varying)::text, ('UN'::character varying)::text])) AND ((a.role_code)::text = ANY (ARRAY[('Ledamot'::character varying)::text, ('Ordförande'::character varying)::text, ('Vice ordförande'::character varying)::text]))) THEN 'Legislative and Oversight Committees'::text
                     WHEN ((a.org_code)::text = 'FöU'::text) THEN 'Defense (Committee)'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['NSÖ'::character varying, 'ÖN'::character varying, 'RS'::character varying])::text[])) THEN 'Regional and National Cooperation'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('NSÖ'::character varying)::text, ('ÖN'::character varying)::text, ('RS'::character varying)::text])) THEN 'Regional and National Cooperation'::text
                     WHEN ((a.org_code)::text = 'UFöU'::text) THEN 'Foreign & Defense (Committee)'::text
                     WHEN ((a.org_code)::text = 'EP'::text) THEN 'European Parliament'::text
-                    WHEN (((a.org_code)::text = ANY ((ARRAY['BN'::character varying, 'CPAR'::character varying, 'DEM'::character varying, 'DN'::character varying, 'EES'::character varying, 'ER'::character varying, 'ESK'::character varying, 'RB'::character varying, 'RGK'::character varying, 'UN'::character varying])::text[])) AND ((a.role_code)::text = ANY ((ARRAY['Ledamot'::character varying, 'Ordförande'::character varying, 'Vice ordförande'::character varying])::text[]))) THEN 'Legislative and Oversight Committees'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['CU'::character varying, 'LU'::character varying, 'KD'::character varying, 'FÖU'::character varying, 'JuSoU'::character varying, 'VB'::character varying])::text[])) THEN 'Legislative and Oversight Committees'::text
+                    WHEN (((a.org_code)::text = ANY (ARRAY[('BN'::character varying)::text, ('CPAR'::character varying)::text, ('DEM'::character varying)::text, ('DN'::character varying)::text, ('EES'::character varying)::text, ('ER'::character varying)::text, ('ESK'::character varying)::text, ('RB'::character varying)::text, ('RGK'::character varying)::text, ('UN'::character varying)::text])) AND ((a.role_code)::text = ANY (ARRAY[('Ledamot'::character varying)::text, ('Ordförande'::character varying)::text, ('Vice ordförande'::character varying)::text]))) THEN 'Legislative and Oversight Committees'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('CU'::character varying)::text, ('LU'::character varying)::text, ('KD'::character varying)::text, ('FÖU'::character varying)::text, ('JuSoU'::character varying)::text, ('VB'::character varying)::text])) THEN 'Legislative and Oversight Committees'::text
                     WHEN ((a.org_code)::text = 'kam'::text) THEN 'Speaker''s Office'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['RJ'::character varying, 'Systembolaget'::character varying])::text[])) THEN 'Special Oversight Roles'::text
-                    WHEN ((a.role_code)::text = ANY ((ARRAY['Suppleant'::character varying, 'Extra suppleant'::character varying, 'Ersättare'::character varying, 'Personlig suppleant'::character varying])::text[])) THEN 'Substitute Roles'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('RJ'::character varying)::text, ('Systembolaget'::character varying)::text])) THEN 'Special Oversight Roles'::text
+                    WHEN ((a.role_code)::text = ANY (ARRAY[('Suppleant'::character varying)::text, ('Extra suppleant'::character varying)::text, ('Ersättare'::character varying)::text, ('Personlig suppleant'::character varying)::text])) THEN 'Substitute Roles'::text
                     WHEN ((a.org_code)::text = 'UFÖU'::text) THEN 'Foreign & Defense (Committee)'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['TK'::character varying, 'sku'::character varying])::text[])) THEN 'Other Legislative Committees'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('TK'::character varying)::text, ('sku'::character varying)::text])) THEN 'Other Legislative Committees'::text
                     WHEN ((a.assignment_type)::text = 'partiuppdrag'::text) THEN 'Party Leadership'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['UFÖU'::character varying, 'VPN'::character varying, 'RRPR'::character varying, 'RRR'::character varying])::text[])) THEN 'Regional and National Cooperation'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('UFÖU'::character varying)::text, ('VPN'::character varying)::text, ('RRPR'::character varying)::text, ('RRR'::character varying)::text])) THEN 'Regional and National Cooperation'::text
                     WHEN ((a.org_code)::text = 'Systembolaget'::text) THEN 'Special Oversight Roles'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['EMPA'::character varying, 'IPU'::character varying, 'NATO'::character varying])::text[])) THEN 'International Affairs'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['FiU'::character varying, 'KU'::character varying, 'JU'::character varying, 'BoU'::character varying, 'TU'::character varying])::text[])) THEN 'Legislative Committees'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('EMPA'::character varying)::text, ('IPU'::character varying)::text, ('NATO'::character varying)::text])) THEN 'International Affairs'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('FiU'::character varying)::text, ('KU'::character varying)::text, ('JU'::character varying)::text, ('BoU'::character varying)::text, ('TU'::character varying)::text])) THEN 'Legislative Committees'::text
                     WHEN ((a.assignment_type)::text = 'Departement'::text) THEN 'Ministry'::text
                     WHEN ((a.role_code)::text = 'Personlig ersättare'::text) THEN 'Substitute Roles'::text
                     WHEN ((a.org_code)::text = 'EU'::text) THEN 'EU Affairs (Committee)'::text
                     WHEN ((a.org_code)::text = 'LR'::text) THEN 'Regional and National Cooperation'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['RAN'::character varying, 'RAR'::character varying])::text[])) THEN 'Legislative and Oversight Committees'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['FiU'::character varying, 'KU'::character varying, 'UU'::character varying, 'FÖU'::character varying, 'JuU'::character varying])::text[])) THEN 'Key Parliamentary Committees'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('RAN'::character varying)::text, ('RAR'::character varying)::text])) THEN 'Legislative and Oversight Committees'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('FiU'::character varying)::text, ('KU'::character varying)::text, ('UU'::character varying)::text, ('FÖU'::character varying)::text, ('JuU'::character varying)::text])) THEN 'Key Parliamentary Committees'::text
                     WHEN ((a.org_code)::text = 'Statsrådsberedningen'::text) THEN 'Prime Ministers Office'::text
                     WHEN ((a.org_code)::text = 'UFÖU'::text) THEN 'Foreign & Defense (Committee)'::text
                     WHEN ((a.org_code)::text = 'EU'::text) THEN 'EU Affairs (Committee)'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['EFTA'::character varying, 'EG'::character varying, 'OSSE'::character varying, 'PA-UfM'::character varying, 'BSPC'::character varying])::text[])) THEN 'International Affairs'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['NR'::character varying, 'RFK'::character varying, 'RJ'::character varying, 'RRS'::character varying])::text[])) THEN 'Regional and National Cooperation'::text
-                    WHEN ((a.org_code)::text = ANY ((ARRAY['MJU'::character varying, 'BoU'::character varying, 'TU'::character varying])::text[])) THEN 'Other Legislative Committees'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('EFTA'::character varying)::text, ('EG'::character varying)::text, ('OSSE'::character varying)::text, ('PA-UfM'::character varying)::text, ('BSPC'::character varying)::text])) THEN 'International Affairs'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('NR'::character varying)::text, ('RFK'::character varying)::text, ('RJ'::character varying)::text, ('RRS'::character varying)::text])) THEN 'Regional and National Cooperation'::text
+                    WHEN ((a.org_code)::text = ANY (ARRAY[('MJU'::character varying)::text, ('BoU'::character varying)::text, ('TU'::character varying)::text])) THEN 'Other Legislative Committees'::text
                     WHEN ((a.assignment_type)::text = 'partiuppdrag'::text) THEN 'Party Leadership'::text
-                    WHEN ((a.role_code)::text = ANY ((ARRAY['Suppleant'::character varying, 'Extra suppleant'::character varying, 'Ersättare'::character varying, 'Personlig suppleant'::character varying])::text[])) THEN 'Substitute Roles'::text
-                    WHEN ((a.role_code)::text = ANY ((ARRAY['Suppleant'::character varying, 'Extra suppleant'::character varying])::text[])) THEN 'Substitute Roles'::text
+                    WHEN ((a.role_code)::text = ANY (ARRAY[('Suppleant'::character varying)::text, ('Extra suppleant'::character varying)::text, ('Ersättare'::character varying)::text, ('Personlig suppleant'::character varying)::text])) THEN 'Substitute Roles'::text
+                    WHEN ((a.role_code)::text = ANY (ARRAY[('Suppleant'::character varying)::text, ('Extra suppleant'::character varying)::text])) THEN 'Substitute Roles'::text
                     ELSE 'Other'::text
                 END AS knowledge_area,
                 CASE
@@ -10352,19 +10477,19 @@ CREATE VIEW public.view_riksdagen_politician_experience_summary AS
                     WHEN (((a.assignment_type)::text = 'kammaruppdrag'::text) AND ((a.role_code)::text = 'Talman'::text)) THEN 40000
                     WHEN (((a.assignment_type)::text = 'Departement'::text) AND ((a.role_code)::text ~~* '%minister%'::text)) THEN 40000
                     WHEN (((a.assignment_type)::text = 'Riksdagsorgan'::text) AND ((a.role_code)::text = 'Ordförande'::text)) THEN 35000
-                    WHEN (((a.assignment_type)::text = 'uppdrag'::text) AND ((a.role_code)::text = 'Ordförande'::text) AND ((a.org_code)::text = ANY ((ARRAY['FiU'::character varying, 'KU'::character varying, 'UU'::character varying, 'FÖU'::character varying, 'JuU'::character varying])::text[]))) THEN 35000
+                    WHEN (((a.assignment_type)::text = 'uppdrag'::text) AND ((a.role_code)::text = 'Ordförande'::text) AND ((a.org_code)::text = ANY (ARRAY[('FiU'::character varying)::text, ('KU'::character varying)::text, ('UU'::character varying)::text, ('FÖU'::character varying)::text, ('JuU'::character varying)::text]))) THEN 35000
                     WHEN (((a.assignment_type)::text = 'uppdrag'::text) AND ((a.role_code)::text = 'Vice ordförande'::text)) THEN 30000
-                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY ((ARRAY['Gruppledare'::character varying, 'Partisekreterare'::character varying])::text[]))) THEN 30000
+                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY (ARRAY[('Gruppledare'::character varying)::text, ('Partisekreterare'::character varying)::text]))) THEN 30000
                     WHEN (((a.assignment_type)::text = 'kammaruppdrag'::text) AND ((a.role_code)::text = 'Riksdagsledamot'::text)) THEN 20000
                     WHEN (((a.assignment_type)::text = 'Europaparlamentet'::text) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 20000
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 15000
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.role_code)::text = 'Ledamot'::text) AND ((a.org_code)::text = ANY ((ARRAY['FiU'::character varying, 'KU'::character varying, 'UU'::character varying, 'FÖU'::character varying])::text[]))) THEN 18000
-                    WHEN ((a.role_code)::text = ANY ((ARRAY['Suppleant'::character varying, 'Ersättare'::character varying])::text[])) THEN 10000
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.role_code)::text = 'Suppleant'::text) AND ((a.org_code)::text = ANY ((ARRAY['FiU'::character varying, 'KU'::character varying, 'UU'::character varying])::text[]))) THEN 12000
-                    WHEN (((a.assignment_type)::text = 'Riksdagsorgan'::text) AND ((a.org_code)::text = ANY ((ARRAY['RJ'::character varying, 'NR'::character varying, 'RFK'::character varying, 'RRS'::character varying])::text[]))) THEN 7000
-                    WHEN (((a.assignment_type)::text = 'uppdrag'::text) AND ((a.role_code)::text = 'Ledamot'::text) AND ((a.org_code)::text = ANY ((ARRAY['MJU'::character varying, 'BoU'::character varying, 'TU'::character varying])::text[]))) THEN 6000
-                    WHEN (((a.assignment_type)::text = 'Riksdagsorgan'::text) AND ((a.org_code)::text = ANY ((ARRAY['Systembolaget'::character varying, 'EUN'::character varying])::text[]))) THEN 4000
-                    WHEN (((a.assignment_type)::text = 'uppdrag'::text) AND ((a.role_code)::text = ANY ((ARRAY['Adjungerad'::character varying, 'Sekreterare'::character varying])::text[]))) THEN 3000
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 15000
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.role_code)::text = 'Ledamot'::text) AND ((a.org_code)::text = ANY (ARRAY[('FiU'::character varying)::text, ('KU'::character varying)::text, ('UU'::character varying)::text, ('FÖU'::character varying)::text]))) THEN 18000
+                    WHEN ((a.role_code)::text = ANY (ARRAY[('Suppleant'::character varying)::text, ('Ersättare'::character varying)::text])) THEN 10000
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.role_code)::text = 'Suppleant'::text) AND ((a.org_code)::text = ANY (ARRAY[('FiU'::character varying)::text, ('KU'::character varying)::text, ('UU'::character varying)::text]))) THEN 12000
+                    WHEN (((a.assignment_type)::text = 'Riksdagsorgan'::text) AND ((a.org_code)::text = ANY (ARRAY[('RJ'::character varying)::text, ('NR'::character varying)::text, ('RFK'::character varying)::text, ('RRS'::character varying)::text]))) THEN 7000
+                    WHEN (((a.assignment_type)::text = 'uppdrag'::text) AND ((a.role_code)::text = 'Ledamot'::text) AND ((a.org_code)::text = ANY (ARRAY[('MJU'::character varying)::text, ('BoU'::character varying)::text, ('TU'::character varying)::text]))) THEN 6000
+                    WHEN (((a.assignment_type)::text = 'Riksdagsorgan'::text) AND ((a.org_code)::text = ANY (ARRAY[('Systembolaget'::character varying)::text, ('EUN'::character varying)::text]))) THEN 4000
+                    WHEN (((a.assignment_type)::text = 'uppdrag'::text) AND ((a.role_code)::text = ANY (ARRAY[('Adjungerad'::character varying)::text, ('Sekreterare'::character varying)::text]))) THEN 3000
                     ELSE 1000
                 END AS role_weight,
                 CASE
@@ -10372,7 +10497,7 @@ CREATE VIEW public.view_riksdagen_politician_experience_summary AS
                     ELSE 0
                 END AS is_substitute,
                 CASE
-                    WHEN ((a.role_code)::text = ANY ((ARRAY['Ordförande'::character varying, 'Vice ordförande'::character varying, 'Gruppledare'::character varying, 'Partiledare'::character varying, 'Partisekreterare'::character varying, 'Förste vice gruppledare'::character varying, 'Andre vice gruppledare'::character varying])::text[])) THEN 1
+                    WHEN ((a.role_code)::text = ANY (ARRAY[('Ordförande'::character varying)::text, ('Vice ordförande'::character varying)::text, ('Gruppledare'::character varying)::text, ('Partiledare'::character varying)::text, ('Partisekreterare'::character varying)::text, ('Förste vice gruppledare'::character varying)::text, ('Andre vice gruppledare'::character varying)::text])) THEN 1
                     ELSE 0
                 END AS is_leadership,
                 CASE
@@ -10381,21 +10506,21 @@ CREATE VIEW public.view_riksdagen_politician_experience_summary AS
                     WHEN (((a.assignment_type)::text = 'Departement'::text) AND ((a.role_code)::text = 'Vice statsminister'::text)) THEN 900.0
                     WHEN (((a.assignment_type)::text = 'Departement'::text) AND (((a.role_code)::text ~~* '%minister%'::text) OR ((a.role_code)::text = 'Statsråd'::text))) THEN 850.0
                     WHEN (((a.assignment_type)::text = 'kammaruppdrag'::text) AND ((a.role_code)::text = 'Talman'::text)) THEN (800)::numeric
-                    WHEN (((a.assignment_type)::text = 'talmansuppdrag'::text) AND ((a.role_code)::text = ANY ((ARRAY['Förste vice talman'::character varying, 'Andre vice talman'::character varying, 'Tredje vice talman'::character varying])::text[]))) THEN 750.0
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.role_code)::text = 'Ordförande'::text)) THEN 700.0
-                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY ((ARRAY['Gruppledare'::character varying, 'Partisekreterare'::character varying])::text[]))) THEN 650.0
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.role_code)::text = 'Vice ordförande'::text)) THEN 600.0
-                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY ((ARRAY['Förste vice gruppledare'::character varying, 'Andre vice gruppledare'::character varying])::text[]))) THEN 550.0
+                    WHEN (((a.assignment_type)::text = 'talmansuppdrag'::text) AND ((a.role_code)::text = ANY (ARRAY[('Förste vice talman'::character varying)::text, ('Andre vice talman'::character varying)::text, ('Tredje vice talman'::character varying)::text]))) THEN 750.0
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.role_code)::text = 'Ordförande'::text)) THEN 700.0
+                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY (ARRAY[('Gruppledare'::character varying)::text, ('Partisekreterare'::character varying)::text]))) THEN 650.0
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.role_code)::text = 'Vice ordförande'::text)) THEN 600.0
+                    WHEN (((a.assignment_type)::text = 'partiuppdrag'::text) AND ((a.role_code)::text = ANY (ARRAY[('Förste vice gruppledare'::character varying)::text, ('Andre vice gruppledare'::character varying)::text]))) THEN 550.0
                     WHEN (((a.assignment_type)::text = 'kammaruppdrag'::text) AND ((a.role_code)::text = 'Riksdagsledamot'::text)) THEN 500.0
                     WHEN (((a.assignment_type)::text = 'Europaparlamentet'::text) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 450.0
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 400.0
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.org_code)::text = ANY ((ARRAY['UFÖU'::character varying, 'EU'::character varying])::text[])) AND ((a.role_code)::text = 'Ordförande'::text)) THEN 350.0
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.org_code)::text = ANY ((ARRAY['UFÖU'::character varying, 'EU'::character varying])::text[])) AND ((a.role_code)::text = 'Vice ordförande'::text)) THEN 300.0
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.org_code)::text = ANY ((ARRAY['UFÖU'::character varying, 'EU'::character varying])::text[])) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 250.0
-                    WHEN (((a.assignment_type)::text = 'Riksdagsorgan'::text) AND ((a.org_code)::text = ANY ((ARRAY['RJ'::character varying, 'Systembolaget'::character varying, 'NR'::character varying, 'RFK'::character varying, 'RRS'::character varying])::text[]))) THEN 200.0
-                    WHEN ((a.role_code)::text = ANY ((ARRAY['Ersättare'::character varying, 'Statsrådsersättare'::character varying])::text[])) THEN 150.0
-                    WHEN ((a.role_code)::text = ANY ((ARRAY['Suppleant'::character varying, 'Extra suppleant'::character varying])::text[])) THEN 100.0
-                    WHEN (((a.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) AND ((a.org_code)::text = ANY ((ARRAY['MJU'::character varying, 'BoU'::character varying, 'TU'::character varying])::text[]))) THEN 50.0
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 400.0
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.org_code)::text = ANY (ARRAY[('UFÖU'::character varying)::text, ('EU'::character varying)::text])) AND ((a.role_code)::text = 'Ordförande'::text)) THEN 350.0
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.org_code)::text = ANY (ARRAY[('UFÖU'::character varying)::text, ('EU'::character varying)::text])) AND ((a.role_code)::text = 'Vice ordförande'::text)) THEN 300.0
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.org_code)::text = ANY (ARRAY[('UFÖU'::character varying)::text, ('EU'::character varying)::text])) AND ((a.role_code)::text = 'Ledamot'::text)) THEN 250.0
+                    WHEN (((a.assignment_type)::text = 'Riksdagsorgan'::text) AND ((a.org_code)::text = ANY (ARRAY[('RJ'::character varying)::text, ('Systembolaget'::character varying)::text, ('NR'::character varying)::text, ('RFK'::character varying)::text, ('RRS'::character varying)::text]))) THEN 200.0
+                    WHEN ((a.role_code)::text = ANY (ARRAY[('Ersättare'::character varying)::text, ('Statsrådsersättare'::character varying)::text])) THEN 150.0
+                    WHEN ((a.role_code)::text = ANY (ARRAY[('Suppleant'::character varying)::text, ('Extra suppleant'::character varying)::text])) THEN 100.0
+                    WHEN (((a.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) AND ((a.org_code)::text = ANY (ARRAY[('MJU'::character varying)::text, ('BoU'::character varying)::text, ('TU'::character varying)::text]))) THEN 50.0
                     ELSE 10.0
                 END AS area_weight
            FROM public.assignment_data a
@@ -10446,7 +10571,7 @@ CREATE VIEW public.view_riksdagen_politician_experience_summary AS
                 END) AS party_days,
             sum(
                 CASE
-                    WHEN ((per_role_stats.assignment_type)::text = ANY ((ARRAY['uppdrag'::character varying, 'Riksdagsorgan'::character varying])::text[])) THEN per_role_stats.total_days
+                    WHEN ((per_role_stats.assignment_type)::text = ANY (ARRAY[('uppdrag'::character varying)::text, ('Riksdagsorgan'::character varying)::text])) THEN per_role_stats.total_days
                     ELSE (0)::bigint
                 END) AS committee_days,
             sum(per_role_stats.substitute_days) AS total_substitute_days,
@@ -11641,6 +11766,14 @@ ALTER TABLE ONLY public.domain_portal
     ADD CONSTRAINT domain_portal_pkey PRIMARY KEY (hjid);
 
 
+--
+-- Name: government_body_data government_body_data_pkey; Type: CONSTRAINT; Schema: public; Owner: -
+--
+
+ALTER TABLE ONLY public.government_body_data
+    ADD CONSTRAINT government_body_data_pkey PRIMARY KEY (id);
+
+
 --
 -- Name: indicator_element indicator_element_pkey; Type: CONSTRAINT; Schema: public; Owner: -
 --
@@ -12193,6 +12326,34 @@ CREATE INDEX idx_doc_proposal_decision_type ON public.document_proposal_data USI
 CREATE INDEX idx_document_data_ministry_date ON public.document_data USING btree (org, made_public_date DESC) WHERE ((org IS NOT NULL) AND ((org)::text ~~ '%departement%'::text));
 
 
+--
+-- Name: idx_gov_body_ministry; Type: INDEX; Schema: public; Owner: -
+--
+
+CREATE INDEX idx_gov_body_ministry ON public.government_body_data USING btree (ministry);
+
+
+--
+-- Name: idx_gov_body_name; Type: INDEX; Schema: public; Owner: -
+--
+
+CREATE INDEX idx_gov_body_name ON public.government_body_data USING btree (name);
+
+
+--
+-- Name: idx_gov_body_org_number; Type: INDEX; Schema: public; Owner: -
+--
+
+CREATE INDEX idx_gov_body_org_number ON public.government_body_data USING btree (org_number);
+
+
+--
+-- Name: idx_gov_body_year; Type: INDEX; Schema: public; Owner: -
+--
+
+CREATE INDEX idx_gov_body_year ON public.government_body_data USING btree (year);
+
+
 --
 -- Name: idx_monthly_date_party; Type: INDEX; Schema: public; Owner: -
 --
@@ -13118,16 +13279,16 @@ ALTER TABLE ONLY public.jv_snapshot
 -- PostgreSQL database dump complete
 --
 
-\unrestrict Hmb80AcnxA7ptK5LAcyntK2i6mHEZSh8fzpjSYjUjF1eDWrYeP4Dca2OYh6PE7G
+\unrestrict 2jBR1sZYUdN7c3C4atoMEGOW1oZkRbWIa1vYHrj9jo8ziDkUBNmv45YQ5OeLTFP
 
 --
 -- PostgreSQL database dump
 --
 
-\restrict P2rOtcKKuNrPo6bqxG1FtfvAQyt1SmnVTzAoyIc0NrhCRiZcThw44D8Tw7XW2gy
+\restrict Qc1QQ7zDkDEguGGncRujSCSaW5En1f29zB05jcWfBOnK2uE9L0ud9aM4u01CQFb
 
--- Dumped from database version 16.11 (Debian 16.11-1.pgdg12+1)
--- Dumped by pg_dump version 16.11 (Debian 16.11-1.pgdg12+1)
+-- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
+-- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 
 SET statement_timeout = 0;
 SET lock_timeout = 0;
@@ -13623,6 +13784,10 @@ fix-rebel-calculation-risk-score-evolution-1.50-001	intelligence-operative	db-ch
 1.52-network	intelligence-operative-analytics	db-changelog-1.52.xml	2026-01-15 02:32:11.38768	476	EXECUTED	9:00b61c34f8f941fbc6e8550c81c067b1	createView viewName=view_election_cycle_network_analysis		\N	5.0.1	\N	\N	8440723750
 1.52-drop-decision	intelligence-operative-analytics	db-changelog-1.52.xml	2026-01-15 02:32:11.391241	477	EXECUTED	9:2188e8b401150b744ff73f0b717339a7	sql		\N	5.0.1	\N	\N	8440723750
 1.52-decision	intelligence-operative-analytics	db-changelog-1.52.xml	2026-01-15 02:32:11.399463	478	EXECUTED	9:085fba297cc8a8d3dfa640203a9c0c07	createView viewName=view_election_cycle_decision_intelligence		\N	5.0.1	\N	\N	8440723750
+1.54-intro	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 14:39:03.781978	479	EXECUTED	9:5297d4ff56363d1961c9ed8022a2f2e0	sql	v1.54 Government Body Data Integration from ESV	\N	5.0.1	\N	\N	8574341180
+1.54-create-government-body-data-table	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 14:39:03.798401	480	EXECUTED	9:4046bda4557c0246facda447e089f602	createTable tableName=government_body_data	Create government_body_data table to store Swedish government body information from ESV	\N	5.0.1	\N	\N	8574341180
+1.54-add-government-body-indexes	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 14:39:03.809343	481	EXECUTED	9:d4611e87e7ecd3c83c57c45009042471	createIndex indexName=idx_gov_body_year, tableName=government_body_data; createIndex indexName=idx_gov_body_name, tableName=government_body_data; createIndex indexName=idx_gov_body_ministry, tableName=government_body_data; createIndex indexName=id...	Add indexes to government_body_data table for query performance	\N	5.0.1	\N	\N	8574341180
+1.54-add-government-body-comments	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 14:39:03.830193	482	EXECUTED	9:72d9e688519a72ac461c65c1842e91b9	sql	Add documentation comments to government_body_data table and columns	\N	5.0.1	\N	\N	8574341180
 \.
 
 
@@ -13639,5 +13804,5 @@ COPY public.databasechangeloglock (id, locked, lockgranted, lockedby) FROM stdin
 -- PostgreSQL database dump complete
 --
 
-\unrestrict P2rOtcKKuNrPo6bqxG1FtfvAQyt1SmnVTzAoyIc0NrhCRiZcThw44D8Tw7XW2gy
+\unrestrict Qc1QQ7zDkDEguGGncRujSCSaW5En1f29zB05jcWfBOnK2uE9L0ud9aM4u01CQFb
 
diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index efe58fc8a29..b8c4d8621dc 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -46,7 +46,7 @@
  * Loads government body data from ESV at application startup if not already loaded.
  */
 @Component
-public final class GovernmentBodyDataLoaderService {
+public class GovernmentBodyDataLoaderService {
 
 	private static final Logger LOGGER = LoggerFactory.getLogger(GovernmentBodyDataLoaderService.class);
 

From 7e8923d9eae19d8ae0802f000c257d23936c4efa Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 15:33:31 +0000
Subject: [PATCH 06/15] Regenerate full_schema.sql after merge with master

- Updated full_schema.sql with latest database state after merge
- Includes all 490 changesets (478 base + 8 from 1.53 + 4 from 1.54)
- Contains both party longitudinal views (1.53) and government body data (1.54)
- Fixed missing databasechangelog entries for 1.54 changesets
- Schema verified: 13,816 lines with complete structure

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../src/main/resources/full_schema.sql        | 1117 +++--------------
 1 file changed, 147 insertions(+), 970 deletions(-)

diff --git a/service.data.impl/src/main/resources/full_schema.sql b/service.data.impl/src/main/resources/full_schema.sql
index 2ed5d5ef451..84f5e33f4f1 100644
--- a/service.data.impl/src/main/resources/full_schema.sql
+++ b/service.data.impl/src/main/resources/full_schema.sql
@@ -2,7 +2,7 @@
 -- PostgreSQL database dump
 --
 
-\restrict PTTwc9JYgzS80xYwpQHHhzUBVD1ymcHsn8fmlcrz95MGI0rIyeb0OBeOEG9kvNK
+\restrict uaaAO0m41u8C2DiAsweRpCTP5s3MRz0LGCHPDKMUHcwba8cBFcFWOYspwhKovho
 
 -- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 -- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
@@ -9665,393 +9665,6 @@ CREATE VIEW public.view_riksdagen_party_coalation_against_annual_summary AS
   ORDER BY rm;
 
 
---
--- Name: view_riksdagen_vote_data_ballot_party_summary_daily; Type: MATERIALIZED VIEW; Schema: public; Owner: -
---
-
-CREATE MATERIALIZED VIEW public.view_riksdagen_vote_data_ballot_party_summary_daily AS
- WITH daily_stats AS (
-         SELECT view_riksdagen_vote_data_ballot_party_summary.vote_date AS embedded_id_vote_date,
-            view_riksdagen_vote_data_ballot_party_summary.embedded_id_party,
-            count(*) AS number_ballots,
-            sum(view_riksdagen_vote_data_ballot_party_summary.total_votes) AS total_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.yes_votes) AS yes_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.no_votes) AS no_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.abstain_votes) AS abstain_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.absent_votes) AS absent_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.party_total_votes) AS party_total_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.party_yes_votes) AS party_yes_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.party_no_votes) AS party_no_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.party_abstain_votes) AS party_abstain_votes,
-            sum(view_riksdagen_vote_data_ballot_party_summary.party_absent_votes) AS party_absent_votes,
-            sum(
-                CASE
-                    WHEN view_riksdagen_vote_data_ballot_party_summary.party_won THEN 1
-                    ELSE 0
-                END) AS party_won_total,
-            sum(
-                CASE
-                    WHEN view_riksdagen_vote_data_ballot_party_summary.approved THEN 1
-                    ELSE 0
-                END) AS approved_total,
-            round(avg(view_riksdagen_vote_data_ballot_party_summary.avg_born_year), 0) AS avg_born_year,
-            round(avg(view_riksdagen_vote_data_ballot_party_summary.party_avg_born_year), 0) AS party_avg_born_year,
-            max(view_riksdagen_vote_data_ballot_party_summary.total_votes) AS avg_total_votes,
-            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_yes) AS orig_percentage_yes,
-            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_no) AS orig_percentage_no,
-            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_absent) AS orig_percentage_absent,
-            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_abstain) AS orig_percentage_abstain,
-            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_male) AS orig_percentage_male,
-            avg(view_riksdagen_vote_data_ballot_party_summary.party_percentage_male) AS orig_party_percentage_male
-           FROM public.view_riksdagen_vote_data_ballot_party_summary
-          GROUP BY view_riksdagen_vote_data_ballot_party_summary.embedded_id_party, view_riksdagen_vote_data_ballot_party_summary.vote_date
-        )
- SELECT embedded_id_vote_date,
-    embedded_id_party,
-    number_ballots,
-    avg_born_year,
-    avg_total_votes,
-    round((yes_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_yes_votes,
-    round((no_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_no_votes,
-    round((abstain_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_abstain_votes,
-    round((absent_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_absent_votes,
-    round(((100.0 * (approved_total)::numeric) / (NULLIF(number_ballots, 0))::numeric), 2) AS percentage_approved,
-    round(orig_percentage_yes, 2) AS avg_percentage_yes,
-    round(orig_percentage_no, 2) AS avg_percentage_no,
-    round(orig_percentage_absent, 2) AS avg_percentage_absent,
-    round(orig_percentage_abstain, 2) AS avg_percentage_abstain,
-    round(orig_percentage_male, 2) AS avg_percentage_male,
-    total_votes,
-    yes_votes,
-    no_votes,
-    abstain_votes,
-    absent_votes,
-    party_total_votes,
-    party_yes_votes,
-    party_no_votes,
-    party_abstain_votes,
-    party_absent_votes,
-    party_avg_born_year,
-    round(orig_party_percentage_male, 2) AS party_avg_percentage_male,
-    round(((100.0 * party_yes_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_yes,
-    round(((100.0 * party_no_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_no,
-    round(((100.0 * party_abstain_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_abstain,
-    round(((100.0 * party_absent_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_absent,
-    round(((100.0 * yes_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_yes,
-    round(((100.0 * no_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_no,
-    round(((100.0 * abstain_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_abstain,
-    round(((100.0 * absent_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_absent,
-    party_won_total,
-    round(((100.0 * (party_won_total)::numeric) / (NULLIF(number_ballots, 0))::numeric), 2) AS party_won_percentage,
-    approved_total,
-    round(((100.0 * (approved_total)::numeric) / (NULLIF(number_ballots, 0))::numeric), 2) AS approved_percentage
-   FROM daily_stats
-  ORDER BY embedded_id_vote_date, embedded_id_party
-  WITH NO DATA;
-
-
---
--- Name: MATERIALIZED VIEW view_riksdagen_vote_data_ballot_party_summary_daily; Type: COMMENT; Schema: public; Owner: -
---
-
-COMMENT ON MATERIALIZED VIEW public.view_riksdagen_vote_data_ballot_party_summary_daily IS 'Daily party-level voting statistics with detailed metrics and success rates';
-
-
---
--- Name: view_riksdagen_vote_data_ballot_party_summary_annual; Type: MATERIALIZED VIEW; Schema: public; Owner: -
---
-
-CREATE MATERIALIZED VIEW public.view_riksdagen_vote_data_ballot_party_summary_annual AS
- SELECT date(date_trunc('year'::text, (embedded_id_vote_date)::timestamp with time zone)) AS embedded_id_vote_date,
-    embedded_id_party,
-    sum(number_ballots) AS number_ballots,
-    round(avg(avg_born_year), 0) AS avg_born_year,
-    round(avg(avg_percentage_yes), 2) AS avg_percentage_yes,
-    round(avg(avg_percentage_no), 2) AS avg_percentage_no,
-    round(avg(avg_percentage_absent), 2) AS avg_percentage_absent,
-    round(avg(avg_percentage_abstain), 2) AS avg_percentage_abstain,
-    round(avg(avg_percentage_male), 2) AS avg_percentage_male,
-    sum(total_votes) AS total_votes,
-    sum(yes_votes) AS yes_votes,
-    sum(no_votes) AS no_votes,
-    sum(abstain_votes) AS abstain_votes,
-    sum(absent_votes) AS absent_votes,
-    sum(party_total_votes) AS party_total_votes,
-    sum(party_yes_votes) AS party_yes_votes,
-    sum(party_no_votes) AS party_no_votes,
-    sum(party_abstain_votes) AS party_abstain_votes,
-    sum(party_absent_votes) AS party_absent_votes,
-    round(avg(party_avg_born_year), 0) AS party_avg_born_year,
-    round(avg(party_avg_percentage_male), 2) AS party_avg_percentage_male,
-    round(((100.0 * sum(party_yes_votes)) / sum(party_total_votes)), 2) AS party_percentage_yes,
-    round(((100.0 * sum(party_no_votes)) / sum(party_total_votes)), 2) AS party_percentage_no,
-    round(((100.0 * sum(party_abstain_votes)) / sum(party_total_votes)), 2) AS party_percentage_abstain,
-    round(((100.0 * sum(party_absent_votes)) / sum(party_total_votes)), 2) AS party_percentage_absent,
-    sum(party_won_total) AS party_won_total,
-    round((((100)::numeric * sum(party_won_total)) / sum(number_ballots)), 2) AS party_won_percentage,
-    sum(approved_total) AS approved_total,
-    round((((100)::numeric * sum(approved_total)) / sum(number_ballots)), 2) AS approved_percentage,
-    round(((100.0 * sum(yes_votes)) / sum(total_votes)), 2) AS percentage_yes,
-    round(((100.0 * sum(no_votes)) / sum(total_votes)), 2) AS percentage_no,
-    round(((100.0 * sum(abstain_votes)) / sum(total_votes)), 2) AS percentage_abstain,
-    round(((100.0 * sum(absent_votes)) / sum(total_votes)), 2) AS percentage_absent,
-    round(avg(percentage_approved), 2) AS avg_percentage_approved
-   FROM public.view_riksdagen_vote_data_ballot_party_summary_daily
-  GROUP BY (date(date_trunc('year'::text, (embedded_id_vote_date)::timestamp with time zone))), embedded_id_party
-  WITH NO DATA;
-
-
---
--- Name: view_riksdagen_party_coalition_evolution; Type: VIEW; Schema: public; Owner: -
---
-
-CREATE VIEW public.view_riksdagen_party_coalition_evolution AS
- WITH election_cycle_periods AS (
-         SELECT year_series.year_series AS calendar_year,
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END AS election_year,
-            ((year_series.year_series -
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END) + 1) AS cycle_year,
-            ((
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END || '-'::text) ||
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2005
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2009
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2013
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2017
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2021
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2025
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2029
-                    ELSE NULL::integer
-                END) AS election_cycle_id,
-            make_date(year_series.year_series, 9, 1) AS autumn_start,
-            make_date((year_series.year_series + 1), 1, 25) AS autumn_end,
-            make_date(year_series.year_series, 1, 26) AS spring_start,
-            make_date(year_series.year_series, 8, 31) AS spring_end
-           FROM generate_series(2002, ((EXTRACT(year FROM CURRENT_DATE))::integer + 4), 1) year_series(year_series)
-          WHERE (year_series.year_series >= 2002)
-        ), coalition_semester_data AS (
-         SELECT ecp.election_cycle_id,
-            ecp.cycle_year,
-            ecp.calendar_year,
-                CASE
-                    WHEN ((EXTRACT(month FROM vbps1.embedded_id_vote_date) >= (9)::numeric) OR (EXTRACT(month FROM vbps1.embedded_id_vote_date) <= (1)::numeric)) THEN 'autumn'::text
-                    ELSE 'spring'::text
-                END AS semester,
-            vbps1.embedded_id_party AS party_1,
-            vbps2.embedded_id_party AS party_2,
-            count(DISTINCT vbps1.embedded_id_vote_date) AS joint_voting_days,
-            sum(vbps1.number_ballots) AS joint_ballots,
-            sum(
-                CASE
-                    WHEN ((vbps1.party_percentage_yes > (50)::numeric) AND (vbps2.party_percentage_yes > (50)::numeric)) THEN vbps1.number_ballots
-                    WHEN ((vbps1.party_percentage_no > (50)::numeric) AND (vbps2.party_percentage_no > (50)::numeric)) THEN vbps1.number_ballots
-                    ELSE (0)::numeric
-                END) AS aligned_ballots,
-            round(((sum(
-                CASE
-                    WHEN ((vbps1.party_percentage_yes > (50)::numeric) AND (vbps2.party_percentage_yes > (50)::numeric)) THEN vbps1.number_ballots
-                    WHEN ((vbps1.party_percentage_no > (50)::numeric) AND (vbps2.party_percentage_no > (50)::numeric)) THEN vbps1.number_ballots
-                    ELSE (0)::numeric
-                END) / NULLIF(sum(vbps1.number_ballots), (0)::numeric)) * (100)::numeric), 2) AS alignment_rate,
-            round(avg(abs((vbps1.party_percentage_yes - vbps2.party_percentage_yes))), 2) AS avg_vote_divergence,
-            round(stddev_pop(abs((vbps1.party_percentage_yes - vbps2.party_percentage_yes))), 2) AS vote_divergence_stddev
-           FROM ((election_cycle_periods ecp
-             JOIN public.view_riksdagen_vote_data_ballot_party_summary_annual vbps1 ON ((date_part('year'::text, vbps1.embedded_id_vote_date) = (ecp.calendar_year)::double precision)))
-             JOIN public.view_riksdagen_vote_data_ballot_party_summary_annual vbps2 ON (((vbps2.embedded_id_vote_date = vbps1.embedded_id_vote_date) AND ((vbps2.embedded_id_party)::text > (vbps1.embedded_id_party)::text))))
-          WHERE ((vbps1.embedded_id_party IS NOT NULL) AND (vbps2.embedded_id_party IS NOT NULL) AND (ecp.election_year IS NOT NULL))
-          GROUP BY ecp.election_cycle_id, ecp.cycle_year, ecp.calendar_year,
-                CASE
-                    WHEN ((EXTRACT(month FROM vbps1.embedded_id_vote_date) >= (9)::numeric) OR (EXTRACT(month FROM vbps1.embedded_id_vote_date) <= (1)::numeric)) THEN 'autumn'::text
-                    ELSE 'spring'::text
-                END, vbps1.embedded_id_party, vbps2.embedded_id_party
-         HAVING (count(DISTINCT vbps1.embedded_id_vote_date) >= 5)
-        ), windowed_statistics AS (
-         SELECT csd.election_cycle_id,
-            csd.cycle_year,
-            csd.calendar_year,
-            csd.semester,
-            csd.party_1,
-            csd.party_2,
-            csd.joint_voting_days,
-            csd.joint_ballots,
-            csd.aligned_ballots,
-            csd.alignment_rate,
-            csd.avg_vote_divergence,
-            csd.vote_divergence_stddev,
-            rank() OVER (PARTITION BY csd.election_cycle_id, csd.semester ORDER BY csd.alignment_rate DESC NULLS LAST) AS rank_by_alignment,
-            rank() OVER (PARTITION BY csd.election_cycle_id, csd.semester ORDER BY csd.joint_ballots DESC NULLS LAST) AS rank_by_activity,
-            rank() OVER (PARTITION BY csd.election_cycle_id, csd.semester ORDER BY csd.vote_divergence_stddev) AS rank_by_consistency,
-            percent_rank() OVER (PARTITION BY csd.election_cycle_id, csd.semester ORDER BY csd.alignment_rate DESC NULLS LAST) AS percentile_alignment,
-            percent_rank() OVER (PARTITION BY csd.election_cycle_id, csd.semester ORDER BY csd.avg_vote_divergence) AS percentile_cohesion,
-            ntile(4) OVER (PARTITION BY csd.election_cycle_id, csd.semester ORDER BY csd.alignment_rate DESC NULLS LAST) AS quartile_coalition_strength,
-            lag(csd.alignment_rate) OVER (PARTITION BY csd.party_1, csd.party_2 ORDER BY csd.election_cycle_id, csd.cycle_year, csd.semester) AS prev_semester_alignment,
-            lag(csd.joint_ballots) OVER (PARTITION BY csd.party_1, csd.party_2 ORDER BY csd.election_cycle_id, csd.cycle_year, csd.semester) AS prev_semester_joint_ballots,
-            lag(csd.avg_vote_divergence) OVER (PARTITION BY csd.party_1, csd.party_2 ORDER BY csd.election_cycle_id, csd.cycle_year, csd.semester) AS prev_semester_divergence,
-            lead(csd.alignment_rate) OVER (PARTITION BY csd.party_1, csd.party_2 ORDER BY csd.election_cycle_id, csd.cycle_year, csd.semester) AS next_semester_alignment,
-            lead(csd.avg_vote_divergence) OVER (PARTITION BY csd.party_1, csd.party_2 ORDER BY csd.election_cycle_id, csd.cycle_year, csd.semester) AS next_semester_divergence,
-            stddev_pop(csd.alignment_rate) OVER (PARTITION BY csd.election_cycle_id, csd.semester) AS stddev_alignment_sector,
-            stddev_pop(csd.alignment_rate) OVER (PARTITION BY csd.party_1, csd.party_2) AS stddev_alignment_pair,
-            stddev_pop(csd.avg_vote_divergence) OVER (PARTITION BY csd.party_1, csd.party_2) AS stddev_divergence_pair,
-            avg(csd.alignment_rate) OVER (PARTITION BY csd.party_1, csd.party_2 ORDER BY csd.election_cycle_id, csd.cycle_year, csd.semester ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS ma_3semester_alignment
-           FROM coalition_semester_data csd
-        )
- SELECT election_cycle_id,
-    cycle_year,
-    calendar_year,
-    semester,
-    party_1,
-    party_2,
-    joint_voting_days,
-    joint_ballots,
-    aligned_ballots,
-    alignment_rate,
-    avg_vote_divergence,
-    vote_divergence_stddev,
-    rank_by_alignment,
-    rank_by_activity,
-    rank_by_consistency,
-    percentile_alignment,
-    percentile_cohesion,
-    quartile_coalition_strength,
-    prev_semester_alignment,
-    prev_semester_joint_ballots,
-    prev_semester_divergence,
-    next_semester_alignment,
-    next_semester_divergence,
-    stddev_alignment_sector,
-    stddev_alignment_pair,
-    stddev_divergence_pair,
-    ma_3semester_alignment,
-        CASE
-            WHEN (prev_semester_alignment IS NOT NULL) THEN round((alignment_rate - prev_semester_alignment), 2)
-            ELSE NULL::numeric
-        END AS alignment_change_absolute,
-        CASE
-            WHEN ((prev_semester_alignment IS NOT NULL) AND (prev_semester_alignment > (0)::numeric)) THEN round((((alignment_rate - prev_semester_alignment) / prev_semester_alignment) * (100)::numeric), 2)
-            ELSE NULL::numeric
-        END AS alignment_change_pct,
-        CASE
-            WHEN (prev_semester_joint_ballots IS NOT NULL) THEN (joint_ballots - prev_semester_joint_ballots)
-            ELSE NULL::numeric
-        END AS activity_change,
-        CASE
-            WHEN (prev_semester_divergence IS NOT NULL) THEN round((avg_vote_divergence - prev_semester_divergence), 2)
-            ELSE NULL::numeric
-        END AS divergence_change,
-        CASE
-            WHEN (alignment_rate >= (80)::numeric) THEN 'VERY_STRONG_COALITION'::text
-            WHEN (alignment_rate >= (65)::numeric) THEN 'STRONG_COALITION'::text
-            WHEN (alignment_rate >= (50)::numeric) THEN 'MODERATE_COALITION'::text
-            WHEN (alignment_rate >= (35)::numeric) THEN 'WEAK_COALITION'::text
-            ELSE 'OPPOSITION'::text
-        END AS coalition_strength,
-        CASE
-            WHEN (prev_semester_alignment IS NULL) THEN 'BASELINE'::text
-            WHEN (alignment_rate > (prev_semester_alignment + (15)::numeric)) THEN 'RAPIDLY_STRENGTHENING'::text
-            WHEN (alignment_rate > (prev_semester_alignment + (8)::numeric)) THEN 'STRENGTHENING'::text
-            WHEN (alignment_rate > (prev_semester_alignment + (3)::numeric)) THEN 'IMPROVING'::text
-            WHEN (alignment_rate < (prev_semester_alignment - (15)::numeric)) THEN 'RAPIDLY_WEAKENING'::text
-            WHEN (alignment_rate < (prev_semester_alignment - (8)::numeric)) THEN 'WEAKENING'::text
-            WHEN (alignment_rate < (prev_semester_alignment - (3)::numeric)) THEN 'DECLINING'::text
-            ELSE 'STABLE'::text
-        END AS coalition_trend,
-        CASE
-            WHEN ((prev_semester_alignment IS NOT NULL) AND (prev_semester_alignment < (50)::numeric) AND (alignment_rate >= (65)::numeric)) THEN 'COALITION_FORMATION'::text
-            WHEN ((prev_semester_alignment IS NOT NULL) AND (prev_semester_alignment >= (65)::numeric) AND (alignment_rate < (50)::numeric)) THEN 'COALITION_BREAKUP'::text
-            WHEN ((prev_semester_alignment IS NOT NULL) AND (abs((alignment_rate - prev_semester_alignment)) >= (20)::numeric)) THEN 'MAJOR_REALIGNMENT'::text
-            WHEN ((prev_semester_alignment IS NOT NULL) AND (abs((alignment_rate - prev_semester_alignment)) >= (10)::numeric)) THEN 'SIGNIFICANT_SHIFT'::text
-            WHEN ((prev_semester_alignment IS NOT NULL) AND (abs((alignment_rate - prev_semester_alignment)) >= (5)::numeric)) THEN 'MINOR_SHIFT'::text
-            ELSE 'STABLE'::text
-        END AS strategic_shift,
-        CASE
-            WHEN (stddev_alignment_pair > (15)::numeric) THEN 'HIGHLY_VOLATILE_PAIR'::text
-            WHEN (stddev_alignment_pair > (10)::numeric) THEN 'MODERATELY_VOLATILE_PAIR'::text
-            WHEN (stddev_alignment_pair > (5)::numeric) THEN 'SLIGHTLY_VOLATILE_PAIR'::text
-            ELSE 'STABLE_PAIR'::text
-        END AS volatility_classification,
-        CASE
-            WHEN (vote_divergence_stddev > (20)::numeric) THEN 'INCONSISTENT_ALIGNMENT'::text
-            WHEN (vote_divergence_stddev > (10)::numeric) THEN 'MODERATE_CONSISTENCY'::text
-            ELSE 'HIGH_CONSISTENCY'::text
-        END AS consistency_classification,
-        CASE
-            WHEN (next_semester_alignment IS NULL) THEN 'NO_FORECAST'::text
-            WHEN (next_semester_alignment > (alignment_rate + (10)::numeric)) THEN 'EXPECTED_STRENGTHENING'::text
-            WHEN (next_semester_alignment < (alignment_rate - (10)::numeric)) THEN 'EXPECTED_WEAKENING'::text
-            WHEN (next_semester_alignment > (alignment_rate + (5)::numeric)) THEN 'EXPECTED_IMPROVEMENT'::text
-            WHEN (next_semester_alignment < (alignment_rate - (5)::numeric)) THEN 'EXPECTED_DECLINE'::text
-            ELSE 'EXPECTED_STABLE'::text
-        END AS forecast_trend,
-    round((ma_3semester_alignment - alignment_rate), 2) AS alignment_deviation_from_ma,
-        CASE
-            WHEN (ma_3semester_alignment > (alignment_rate + (5)::numeric)) THEN 'BELOW_TREND'::text
-            WHEN (ma_3semester_alignment < (alignment_rate - (5)::numeric)) THEN 'ABOVE_TREND'::text
-            ELSE 'ON_TREND'::text
-        END AS trend_position,
-        CASE
-            WHEN (percentile_alignment >= (0.75)::double precision) THEN 'ELITE_COALITION'::text
-            WHEN (percentile_alignment >= (0.50)::double precision) THEN 'STRONG_COALITION_TIER'::text
-            WHEN (percentile_alignment >= (0.25)::double precision) THEN 'MODERATE_COALITION_TIER'::text
-            ELSE 'WEAK_COALITION_TIER'::text
-        END AS coalition_tier,
-        CASE
-            WHEN ((prev_semester_alignment IS NOT NULL) AND (stddev_alignment_pair > (0)::numeric)) THEN round(((alignment_rate - prev_semester_alignment) / NULLIF(stddev_alignment_pair, (0)::numeric)), 2)
-            ELSE NULL::numeric
-        END AS momentum_z_score,
-    round((((alignment_rate * 0.4) + (((100)::numeric - COALESCE(avg_vote_divergence, (0)::numeric)) * 0.3)) + (((100)::numeric - COALESCE(vote_divergence_stddev, (0)::numeric)) * 0.3)), 2) AS stability_score,
-        CASE
-            WHEN ((alignment_rate < (50)::numeric) AND (prev_semester_alignment >= (65)::numeric)) THEN 90.0
-            WHEN ((alignment_rate < (50)::numeric) AND (stddev_alignment_pair > (15)::numeric)) THEN 75.0
-            WHEN ((alignment_rate < (65)::numeric) AND ((alignment_rate - prev_semester_alignment) < ('-10'::integer)::numeric)) THEN 60.0
-            WHEN (stddev_alignment_pair > (15)::numeric) THEN 50.0
-            WHEN (alignment_rate < (50)::numeric) THEN 40.0
-            WHEN ((alignment_rate - prev_semester_alignment) < ('-8'::integer)::numeric) THEN 30.0
-            ELSE 10.0
-        END AS breakup_risk_score,
-        CASE
-            WHEN ((stddev_alignment_pair > (15)::numeric) AND (abs((alignment_rate - prev_semester_alignment)) > (10)::numeric)) THEN 'HIGH_PROBABILITY'::text
-            WHEN ((stddev_alignment_pair > (10)::numeric) OR (abs((alignment_rate - prev_semester_alignment)) > (15)::numeric)) THEN 'MODERATE_PROBABILITY'::text
-            WHEN (abs((alignment_rate - prev_semester_alignment)) > (5)::numeric) THEN 'LOW_PROBABILITY'::text
-            ELSE 'VERY_LOW_PROBABILITY'::text
-        END AS realignment_probability,
-    round(((alignment_rate * joint_ballots) / NULLIF(max(joint_ballots) OVER (PARTITION BY election_cycle_id, semester), (0)::numeric)), 2) AS coalition_density_score,
-        CASE
-            WHEN ((percentile_alignment >= (0.75)::double precision) AND (percentile_cohesion >= (0.75)::double precision)) THEN 'CORE_COALITION_BRIDGE'::text
-            WHEN (percentile_alignment >= (0.50)::double precision) THEN 'STRONG_BRIDGE'::text
-            WHEN (percentile_alignment >= (0.25)::double precision) THEN 'MODERATE_BRIDGE'::text
-            ELSE 'WEAK_BRIDGE'::text
-        END AS bridge_classification
-   FROM windowed_statistics ws
-  ORDER BY party_1, party_2, election_cycle_id, cycle_year, semester;
-
-
 --
 -- Name: view_riksdagen_party_document_daily_summary; Type: MATERIALIZED VIEW; Schema: public; Owner: -
 --
@@ -10068,585 +9681,6 @@ CREATE MATERIALIZED VIEW public.view_riksdagen_party_document_daily_summary AS
   WITH NO DATA;
 
 
---
--- Name: view_riksdagen_party_electoral_trends; Type: VIEW; Schema: public; Owner: -
---
-
-CREATE VIEW public.view_riksdagen_party_electoral_trends AS
- WITH election_cycle_periods AS (
-         SELECT year_series.year_series AS calendar_year,
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END AS election_year,
-            ((year_series.year_series -
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END) + 1) AS cycle_year,
-            ((
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END || '-'::text) ||
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2005
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2009
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2013
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2017
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2021
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2025
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2029
-                    ELSE NULL::integer
-                END) AS election_cycle_id
-           FROM generate_series(2002, ((EXTRACT(year FROM CURRENT_DATE))::integer + 4), 1) year_series(year_series)
-          WHERE (year_series.year_series >= 2002)
-        ), electoral_semester_data AS (
-         SELECT ecp.election_cycle_id,
-            ecp.cycle_year,
-            ecp.calendar_year,
-                CASE
-                    WHEN ((EXTRACT(month FROM vbps.embedded_id_vote_date) >= (9)::numeric) OR (EXTRACT(month FROM vbps.embedded_id_vote_date) <= (1)::numeric)) THEN 'autumn'::text
-                    ELSE 'spring'::text
-                END AS semester,
-            vbps.embedded_id_party AS party,
-            sum(vbps.number_ballots) AS ballots_participated,
-            round(avg(vbps.party_won_percentage), 2) AS win_rate,
-            round(avg(vbps.party_percentage_yes), 2) AS yes_rate,
-            round(avg(vbps.approved_percentage), 2) AS approval_rate,
-            round(avg(((100)::numeric - vbps.party_percentage_absent)), 2) AS participation_rate,
-            max(ppm.active_members) AS seat_count_proxy,
-            max(ppm.documents_last_year) AS documents_produced,
-            round(avg(ppm.avg_rebel_rate), 2) AS avg_rebel_rate
-           FROM ((election_cycle_periods ecp
-             JOIN public.view_riksdagen_vote_data_ballot_party_summary_annual vbps ON ((date_part('year'::text, vbps.embedded_id_vote_date) = (ecp.calendar_year)::double precision)))
-             LEFT JOIN public.view_party_performance_metrics ppm ON (((ppm.party)::text = (vbps.embedded_id_party)::text)))
-          WHERE ((vbps.embedded_id_party IS NOT NULL) AND (ecp.election_year IS NOT NULL))
-          GROUP BY ecp.election_cycle_id, ecp.cycle_year, ecp.calendar_year,
-                CASE
-                    WHEN ((EXTRACT(month FROM vbps.embedded_id_vote_date) >= (9)::numeric) OR (EXTRACT(month FROM vbps.embedded_id_vote_date) <= (1)::numeric)) THEN 'autumn'::text
-                    ELSE 'spring'::text
-                END, vbps.embedded_id_party
-        ), windowed_statistics AS (
-         SELECT esd.election_cycle_id,
-            esd.cycle_year,
-            esd.calendar_year,
-            esd.semester,
-            esd.party,
-            esd.ballots_participated,
-            esd.win_rate,
-            esd.yes_rate,
-            esd.approval_rate,
-            esd.participation_rate,
-            esd.seat_count_proxy,
-            esd.documents_produced,
-            esd.avg_rebel_rate,
-            rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.seat_count_proxy DESC NULLS LAST) AS rank_by_seats,
-            rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.win_rate DESC NULLS LAST) AS rank_by_win_rate,
-            rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.documents_produced DESC NULLS LAST) AS rank_by_productivity,
-            rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.participation_rate DESC NULLS LAST) AS rank_by_engagement,
-            rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.approval_rate DESC NULLS LAST) AS rank_by_effectiveness,
-            percent_rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.seat_count_proxy DESC NULLS LAST) AS percentile_seats,
-            percent_rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.win_rate DESC NULLS LAST) AS percentile_win_rate,
-            percent_rank() OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.documents_produced DESC NULLS LAST) AS percentile_productivity,
-            ntile(4) OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.seat_count_proxy DESC NULLS LAST) AS quartile_by_size,
-            ntile(4) OVER (PARTITION BY esd.election_cycle_id, esd.semester ORDER BY esd.win_rate DESC NULLS LAST) AS quartile_by_performance,
-            lag(esd.seat_count_proxy) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester) AS prev_semester_seats,
-            lag(esd.win_rate) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester) AS prev_semester_win_rate,
-            lag(esd.documents_produced) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester) AS prev_semester_documents,
-            lag(esd.participation_rate) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester) AS prev_semester_participation,
-            lead(esd.seat_count_proxy) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester) AS next_semester_seats,
-            lead(esd.win_rate) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester) AS next_semester_win_rate,
-            stddev_pop(esd.seat_count_proxy) OVER (PARTITION BY esd.election_cycle_id, esd.semester) AS stddev_seats_sector,
-            stddev_pop(esd.win_rate) OVER (PARTITION BY esd.election_cycle_id, esd.semester) AS stddev_win_rate_sector,
-            stddev_pop(esd.seat_count_proxy) OVER (PARTITION BY esd.party) AS stddev_seats_party,
-            stddev_pop(esd.win_rate) OVER (PARTITION BY esd.party) AS stddev_win_rate_party,
-            avg(esd.seat_count_proxy) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS ma_3semester_seats,
-            avg(esd.win_rate) OVER (PARTITION BY esd.party ORDER BY esd.election_cycle_id, esd.cycle_year, esd.semester ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS ma_3semester_win_rate
-           FROM electoral_semester_data esd
-        )
- SELECT election_cycle_id,
-    cycle_year,
-    calendar_year,
-    semester,
-    party,
-    ballots_participated,
-    win_rate,
-    yes_rate,
-    approval_rate,
-    participation_rate,
-    seat_count_proxy,
-    documents_produced,
-    avg_rebel_rate,
-    rank_by_seats,
-    rank_by_win_rate,
-    rank_by_productivity,
-    rank_by_engagement,
-    rank_by_effectiveness,
-    percentile_seats,
-    percentile_win_rate,
-    percentile_productivity,
-    quartile_by_size,
-    quartile_by_performance,
-    prev_semester_seats,
-    prev_semester_win_rate,
-    prev_semester_documents,
-    prev_semester_participation,
-    next_semester_seats,
-    next_semester_win_rate,
-    stddev_seats_sector,
-    stddev_win_rate_sector,
-    stddev_seats_party,
-    stddev_win_rate_party,
-    ma_3semester_seats,
-    ma_3semester_win_rate,
-        CASE
-            WHEN (prev_semester_seats IS NOT NULL) THEN (seat_count_proxy - prev_semester_seats)
-            ELSE NULL::bigint
-        END AS seat_change_absolute,
-        CASE
-            WHEN ((prev_semester_seats IS NOT NULL) AND (prev_semester_seats > 0)) THEN round(((((seat_count_proxy - prev_semester_seats))::numeric / (prev_semester_seats)::numeric) * (100)::numeric), 2)
-            ELSE NULL::numeric
-        END AS seat_change_pct,
-        CASE
-            WHEN (prev_semester_win_rate IS NOT NULL) THEN round((win_rate - prev_semester_win_rate), 2)
-            ELSE NULL::numeric
-        END AS win_rate_change_absolute,
-        CASE
-            WHEN ((prev_semester_win_rate IS NOT NULL) AND (prev_semester_win_rate > (0)::numeric)) THEN round((((win_rate - prev_semester_win_rate) / prev_semester_win_rate) * (100)::numeric), 2)
-            ELSE NULL::numeric
-        END AS win_rate_change_pct,
-        CASE
-            WHEN (prev_semester_documents IS NOT NULL) THEN (documents_produced - prev_semester_documents)
-            ELSE NULL::bigint
-        END AS documents_change,
-        CASE
-            WHEN (prev_semester_seats IS NULL) THEN 'BASELINE'::text
-            WHEN (seat_count_proxy > (prev_semester_seats + 10)) THEN 'SURGING'::text
-            WHEN (seat_count_proxy > (prev_semester_seats + 5)) THEN 'STRONG_GROWTH'::text
-            WHEN (seat_count_proxy > prev_semester_seats) THEN 'GROWTH'::text
-            WHEN (seat_count_proxy < (prev_semester_seats - 10)) THEN 'COLLAPSING'::text
-            WHEN (seat_count_proxy < (prev_semester_seats - 5)) THEN 'STRONG_DECLINE'::text
-            WHEN (seat_count_proxy < prev_semester_seats) THEN 'DECLINE'::text
-            ELSE 'STABLE'::text
-        END AS electoral_trend,
-        CASE
-            WHEN (seat_count_proxy >= 100) THEN 'DOMINANT_PARTY'::text
-            WHEN (seat_count_proxy >= 75) THEN 'MAJOR_PARTY'::text
-            WHEN (seat_count_proxy >= 50) THEN 'LARGE_PARTY'::text
-            WHEN (seat_count_proxy >= 30) THEN 'MEDIUM_PARTY'::text
-            WHEN (seat_count_proxy >= 15) THEN 'SMALL_PARTY'::text
-            ELSE 'MINOR_PARTY'::text
-        END AS party_size_category,
-        CASE
-            WHEN (stddev_seats_party > (15)::numeric) THEN 'HIGHLY_VOLATILE'::text
-            WHEN (stddev_seats_party > (10)::numeric) THEN 'MODERATELY_VOLATILE'::text
-            WHEN (stddev_seats_party > (5)::numeric) THEN 'SLIGHTLY_VOLATILE'::text
-            ELSE 'STABLE_PARTY'::text
-        END AS volatility_classification,
-        CASE
-            WHEN (next_semester_seats IS NULL) THEN 'NO_FORECAST'::text
-            WHEN (next_semester_seats > (seat_count_proxy + 5)) THEN 'EXPECTED_GROWTH'::text
-            WHEN (next_semester_seats < (seat_count_proxy - 5)) THEN 'EXPECTED_DECLINE'::text
-            WHEN (next_semester_seats > seat_count_proxy) THEN 'EXPECTED_SLIGHT_GROWTH'::text
-            WHEN (next_semester_seats < seat_count_proxy) THEN 'EXPECTED_SLIGHT_DECLINE'::text
-            ELSE 'EXPECTED_STABLE'::text
-        END AS seat_forecast,
-        CASE
-            WHEN (next_semester_win_rate IS NULL) THEN 'NO_FORECAST'::text
-            WHEN (next_semester_win_rate > (win_rate + (5)::numeric)) THEN 'EXPECTED_IMPROVEMENT'::text
-            WHEN (next_semester_win_rate < (win_rate - (5)::numeric)) THEN 'EXPECTED_DETERIORATION'::text
-            ELSE 'EXPECTED_STABLE'::text
-        END AS performance_forecast,
-    round(((seat_count_proxy)::numeric - ma_3semester_seats), 2) AS seat_deviation_from_ma,
-        CASE
-            WHEN (ma_3semester_seats > ((seat_count_proxy + 5))::numeric) THEN 'SIGNIFICANTLY_BELOW_TREND'::text
-            WHEN (ma_3semester_seats > ((seat_count_proxy + 2))::numeric) THEN 'BELOW_TREND'::text
-            WHEN (ma_3semester_seats < ((seat_count_proxy - 5))::numeric) THEN 'SIGNIFICANTLY_ABOVE_TREND'::text
-            WHEN (ma_3semester_seats < ((seat_count_proxy - 2))::numeric) THEN 'ABOVE_TREND'::text
-            ELSE 'ON_TREND'::text
-        END AS trend_position_seats,
-        CASE
-            WHEN (percentile_seats >= (0.75)::double precision) THEN 'TOP_ELECTORAL_TIER'::text
-            WHEN (percentile_seats >= (0.50)::double precision) THEN 'UPPER_MID_TIER'::text
-            WHEN (percentile_seats >= (0.25)::double precision) THEN 'LOWER_MID_TIER'::text
-            ELSE 'BOTTOM_TIER'::text
-        END AS electoral_tier,
-        CASE
-            WHEN ((prev_semester_seats IS NOT NULL) AND (stddev_seats_party > (0)::numeric)) THEN round((((seat_count_proxy - prev_semester_seats))::numeric / NULLIF(stddev_seats_party, (0)::numeric)), 2)
-            ELSE NULL::numeric
-        END AS momentum_z_score_seats,
-        CASE
-            WHEN ((prev_semester_win_rate IS NOT NULL) AND (stddev_win_rate_party > (0)::numeric)) THEN round(((win_rate - prev_semester_win_rate) / NULLIF(stddev_win_rate_party, (0)::numeric)), 2)
-            ELSE NULL::numeric
-        END AS momentum_z_score_win_rate,
-    round((((((seat_count_proxy)::numeric / (NULLIF(max(seat_count_proxy) OVER (PARTITION BY election_cycle_id, semester), 0))::numeric) * (50)::numeric) + (win_rate * 0.3)) + (((documents_produced)::numeric / (NULLIF(max(documents_produced) OVER (PARTITION BY election_cycle_id, semester), 0))::numeric) * (20)::numeric)), 2) AS composite_electoral_score,
-    round(((((win_rate * 0.35) + (participation_rate * 0.25)) + (approval_rate * 0.25)) + (((100)::numeric - COALESCE(avg_rebel_rate, (0)::numeric)) * 0.15)), 2) AS legislative_effectiveness_index,
-        CASE
-            WHEN ((cycle_year = 4) AND (semester = 'spring'::text)) THEN round((((((win_rate * 0.30) + (participation_rate * 0.20)) + (approval_rate * 0.20)) + ((((seat_count_proxy)::numeric / (NULLIF(max(seat_count_proxy) OVER (PARTITION BY election_cycle_id, semester), 0))::numeric) * (100)::numeric) * 0.20)) + ((((documents_produced)::numeric / (NULLIF(max(documents_produced) OVER (PARTITION BY election_cycle_id, semester), 0))::numeric) * (100)::numeric) * 0.10)), 2)
-            ELSE NULL::numeric
-        END AS election_readiness_score,
-        CASE
-            WHEN ((prev_semester_seats IS NOT NULL) AND (next_semester_seats IS NOT NULL)) THEN round((((next_semester_seats - prev_semester_seats))::numeric / 2.0), 1)
-            WHEN (prev_semester_seats IS NOT NULL) THEN round(((seat_count_proxy - prev_semester_seats))::numeric, 1)
-            ELSE NULL::numeric
-        END AS projected_seat_change,
-        CASE
-            WHEN (seat_count_proxy < (prev_semester_seats - 10)) THEN 'CRITICAL_SEAT_LOSS'::text
-            WHEN (seat_count_proxy < (prev_semester_seats - 5)) THEN 'SIGNIFICANT_SEAT_LOSS'::text
-            WHEN (win_rate < (prev_semester_win_rate - (10)::numeric)) THEN 'CRITICAL_PERFORMANCE_DROP'::text
-            WHEN (participation_rate < (prev_semester_participation - (10)::numeric)) THEN 'CRITICAL_ENGAGEMENT_DROP'::text
-            WHEN (seat_count_proxy < prev_semester_seats) THEN 'SEAT_LOSS'::text
-            WHEN (win_rate < (prev_semester_win_rate - (5)::numeric)) THEN 'PERFORMANCE_WARNING'::text
-            ELSE 'NORMAL'::text
-        END AS electoral_warning_flag,
-        CASE
-            WHEN ((cycle_year = 4) AND (semester = 'spring'::text)) THEN true
-            ELSE false
-        END AS is_pre_election_period,
-        CASE
-            WHEN ((cycle_year = 4) AND (semester = 'autumn'::text)) THEN true
-            ELSE false
-        END AS is_election_period,
-        CASE
-            WHEN ((cycle_year = 1) AND (semester = 'spring'::text)) THEN true
-            ELSE false
-        END AS is_post_election_period
-   FROM windowed_statistics ws
-  ORDER BY party, election_cycle_id, cycle_year, semester;
-
-
---
--- Name: view_riksdagen_party_longitudinal_performance; Type: VIEW; Schema: public; Owner: -
---
-
-CREATE VIEW public.view_riksdagen_party_longitudinal_performance AS
- WITH election_cycle_calendar AS (
-         SELECT year_series.year_series AS calendar_year,
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END AS election_year,
-            ((year_series.year_series -
-                CASE
-                    WHEN ((year_series.year_series >= 2002) AND (year_series.year_series <= 2005)) THEN 2002
-                    WHEN ((year_series.year_series >= 2006) AND (year_series.year_series <= 2009)) THEN 2006
-                    WHEN ((year_series.year_series >= 2010) AND (year_series.year_series <= 2013)) THEN 2010
-                    WHEN ((year_series.year_series >= 2014) AND (year_series.year_series <= 2017)) THEN 2014
-                    WHEN ((year_series.year_series >= 2018) AND (year_series.year_series <= 2021)) THEN 2018
-                    WHEN ((year_series.year_series >= 2022) AND (year_series.year_series <= 2025)) THEN 2022
-                    WHEN ((year_series.year_series >= 2026) AND (year_series.year_series <= 2029)) THEN 2026
-                    ELSE NULL::integer
-                END) + 1) AS cycle_year
-           FROM generate_series(2002, ((EXTRACT(year FROM CURRENT_DATE))::integer + 4), 1) year_series(year_series)
-          WHERE (year_series.year_series >= 2002)
-        ), election_cycle_periods AS (
-         SELECT election_cycle_calendar.calendar_year,
-            election_cycle_calendar.election_year,
-            election_cycle_calendar.cycle_year,
-            ((election_cycle_calendar.election_year || '-'::text) || (election_cycle_calendar.election_year + 3)) AS election_cycle_id,
-            make_date(election_cycle_calendar.calendar_year, 9, 1) AS autumn_start,
-            make_date((election_cycle_calendar.calendar_year + 1), 1, 25) AS autumn_end,
-            make_date(election_cycle_calendar.calendar_year, 1, 26) AS spring_start,
-            make_date(election_cycle_calendar.calendar_year, 8, 31) AS spring_end,
-                CASE
-                    WHEN (election_cycle_calendar.cycle_year = 4) THEN true
-                    ELSE false
-                END AS is_election_year
-           FROM election_cycle_calendar
-          WHERE (election_cycle_calendar.election_year IS NOT NULL)
-        ), party_semester_data AS (
-         SELECT ecp.election_cycle_id,
-            ecp.cycle_year,
-            ecp.calendar_year,
-                CASE
-                    WHEN ((EXTRACT(month FROM vbps.embedded_id_vote_date) >= (9)::numeric) OR (EXTRACT(month FROM vbps.embedded_id_vote_date) <= (1)::numeric)) THEN 'autumn'::text
-                    ELSE 'spring'::text
-                END AS semester,
-            ecp.is_election_year,
-            vbps.embedded_id_party AS party,
-            sum(vbps.number_ballots) AS total_ballots,
-            round(avg(((100)::numeric - vbps.party_percentage_absent)), 2) AS participation_rate,
-            round(avg(vbps.party_won_percentage), 2) AS win_rate,
-            round(avg(vbps.party_percentage_yes), 2) AS yes_rate,
-            round(avg(vbps.party_percentage_no), 2) AS no_rate,
-            round(avg(vbps.approved_percentage), 2) AS approval_rate,
-            sum(vbps.party_total_votes) AS total_votes,
-            sum(vbps.party_yes_votes) AS yes_votes,
-            sum(vbps.party_won_total) AS ballots_won,
-            sum(vbps.approved_total) AS decisions_approved
-           FROM (election_cycle_periods ecp
-             JOIN public.view_riksdagen_vote_data_ballot_party_summary_annual vbps ON ((date_part('year'::text, vbps.embedded_id_vote_date) = (ecp.calendar_year)::double precision)))
-          WHERE (vbps.embedded_id_party IS NOT NULL)
-          GROUP BY ecp.election_cycle_id, ecp.cycle_year, ecp.calendar_year,
-                CASE
-                    WHEN ((EXTRACT(month FROM vbps.embedded_id_vote_date) >= (9)::numeric) OR (EXTRACT(month FROM vbps.embedded_id_vote_date) <= (1)::numeric)) THEN 'autumn'::text
-                    ELSE 'spring'::text
-                END, ecp.is_election_year, vbps.embedded_id_party
-        ), enhanced_metrics AS (
-         SELECT psd.election_cycle_id,
-            psd.cycle_year,
-            psd.calendar_year,
-            psd.semester,
-            psd.is_election_year,
-            psd.party,
-            psd.total_ballots,
-            psd.participation_rate,
-            psd.win_rate,
-            psd.yes_rate,
-            psd.no_rate,
-            psd.approval_rate,
-            psd.total_votes,
-            psd.yes_votes,
-            psd.ballots_won,
-            psd.decisions_approved,
-            ppm.active_members,
-            ppm.documents_last_year,
-            ppm.avg_rebel_rate,
-            ppm.performance_score AS current_performance_score
-           FROM (party_semester_data psd
-             LEFT JOIN public.view_party_performance_metrics ppm ON (((ppm.party)::text = (psd.party)::text)))
-        ), windowed_statistics AS (
-         SELECT em.election_cycle_id,
-            em.cycle_year,
-            em.calendar_year,
-            em.semester,
-            em.is_election_year,
-            em.party,
-            em.total_ballots,
-            em.participation_rate,
-            em.win_rate,
-            em.yes_rate,
-            em.no_rate,
-            em.approval_rate,
-            em.total_votes,
-            em.yes_votes,
-            em.ballots_won,
-            em.decisions_approved,
-            em.active_members,
-            em.documents_last_year,
-            em.avg_rebel_rate,
-            em.current_performance_score,
-            rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.win_rate DESC NULLS LAST) AS rank_by_win_rate,
-            rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.participation_rate DESC NULLS LAST) AS rank_by_participation,
-            rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.active_members DESC NULLS LAST) AS rank_by_size,
-            rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.approval_rate DESC NULLS LAST) AS rank_by_approval,
-            rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.documents_last_year DESC NULLS LAST) AS rank_by_productivity,
-            rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.avg_rebel_rate) AS rank_by_discipline,
-            percent_rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.win_rate DESC NULLS LAST) AS percentile_win_rate,
-            percent_rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.participation_rate DESC NULLS LAST) AS percentile_participation,
-            percent_rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.approval_rate DESC NULLS LAST) AS percentile_approval,
-            percent_rank() OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.documents_last_year DESC NULLS LAST) AS percentile_productivity,
-            ntile(4) OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.win_rate DESC NULLS LAST) AS quartile_by_win_rate,
-            ntile(4) OVER (PARTITION BY em.election_cycle_id, em.semester ORDER BY em.current_performance_score DESC NULLS LAST) AS quartile_by_overall_performance,
-            lag(em.win_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS prev_semester_win_rate,
-            lag(em.participation_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS prev_semester_participation,
-            lag(em.active_members) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS prev_semester_members,
-            lag(em.approval_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS prev_semester_approval,
-            lag(em.documents_last_year) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS prev_semester_documents,
-            lag(em.avg_rebel_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS prev_semester_rebel_rate,
-            lead(em.win_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS next_semester_win_rate,
-            lead(em.participation_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS next_semester_participation,
-            lead(em.active_members) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester) AS next_semester_members,
-            stddev_pop(em.win_rate) OVER (PARTITION BY em.election_cycle_id, em.semester) AS stddev_win_rate_sector,
-            stddev_pop(em.participation_rate) OVER (PARTITION BY em.election_cycle_id, em.semester) AS stddev_participation_sector,
-            stddev_pop(em.win_rate) OVER (PARTITION BY em.party) AS stddev_win_rate_party,
-            stddev_pop(em.participation_rate) OVER (PARTITION BY em.party) AS stddev_participation_party,
-            avg(em.win_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS ma_3semester_win_rate,
-            avg(em.participation_rate) OVER (PARTITION BY em.party ORDER BY em.election_cycle_id, em.cycle_year, em.semester ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS ma_3semester_participation
-           FROM enhanced_metrics em
-        )
- SELECT election_cycle_id,
-    cycle_year,
-    calendar_year,
-    semester,
-    is_election_year,
-    party,
-    total_ballots,
-    participation_rate,
-    win_rate,
-    yes_rate,
-    no_rate,
-    approval_rate,
-    total_votes,
-    yes_votes,
-    ballots_won,
-    decisions_approved,
-    active_members,
-    documents_last_year,
-    avg_rebel_rate,
-    current_performance_score,
-    rank_by_win_rate,
-    rank_by_participation,
-    rank_by_size,
-    rank_by_approval,
-    rank_by_productivity,
-    rank_by_discipline,
-    percentile_win_rate,
-    percentile_participation,
-    percentile_approval,
-    percentile_productivity,
-    quartile_by_win_rate,
-    quartile_by_overall_performance,
-    prev_semester_win_rate,
-    prev_semester_participation,
-    prev_semester_members,
-    prev_semester_approval,
-    prev_semester_documents,
-    prev_semester_rebel_rate,
-    next_semester_win_rate,
-    next_semester_participation,
-    next_semester_members,
-    stddev_win_rate_sector,
-    stddev_participation_sector,
-    stddev_win_rate_party,
-    stddev_participation_party,
-    ma_3semester_win_rate,
-    ma_3semester_participation,
-        CASE
-            WHEN (prev_semester_win_rate IS NOT NULL) THEN round((win_rate - prev_semester_win_rate), 2)
-            ELSE NULL::numeric
-        END AS win_rate_change_absolute,
-        CASE
-            WHEN ((prev_semester_win_rate IS NOT NULL) AND (prev_semester_win_rate > (0)::numeric)) THEN round((((win_rate - prev_semester_win_rate) / prev_semester_win_rate) * (100)::numeric), 2)
-            ELSE NULL::numeric
-        END AS win_rate_change_pct,
-        CASE
-            WHEN (prev_semester_participation IS NOT NULL) THEN round((participation_rate - prev_semester_participation), 2)
-            ELSE NULL::numeric
-        END AS participation_change_absolute,
-        CASE
-            WHEN (prev_semester_members IS NOT NULL) THEN (active_members - prev_semester_members)
-            ELSE NULL::bigint
-        END AS membership_change,
-        CASE
-            WHEN (prev_semester_approval IS NOT NULL) THEN round((approval_rate - prev_semester_approval), 2)
-            ELSE NULL::numeric
-        END AS approval_rate_change,
-        CASE
-            WHEN (prev_semester_documents IS NOT NULL) THEN (documents_last_year - prev_semester_documents)
-            ELSE NULL::bigint
-        END AS documents_change,
-        CASE
-            WHEN (prev_semester_rebel_rate IS NOT NULL) THEN round((avg_rebel_rate - prev_semester_rebel_rate), 2)
-            ELSE NULL::numeric
-        END AS discipline_change,
-        CASE
-            WHEN (prev_semester_win_rate IS NULL) THEN 'BASELINE'::text
-            WHEN ((win_rate > (prev_semester_win_rate + (5)::numeric)) AND ((next_semester_win_rate IS NULL) OR (next_semester_win_rate > win_rate))) THEN 'ASCENDING'::text
-            WHEN ((win_rate < (prev_semester_win_rate - (5)::numeric)) AND ((next_semester_win_rate IS NULL) OR (next_semester_win_rate < win_rate))) THEN 'DESCENDING'::text
-            WHEN (win_rate > (prev_semester_win_rate + (5)::numeric)) THEN 'RECOVERING'::text
-            WHEN (win_rate < (prev_semester_win_rate - (5)::numeric)) THEN 'DECLINING'::text
-            ELSE 'STABLE'::text
-        END AS trajectory_win_rate,
-        CASE
-            WHEN (prev_semester_participation IS NULL) THEN 'BASELINE'::text
-            WHEN (participation_rate > (prev_semester_participation + (5)::numeric)) THEN 'IMPROVING'::text
-            WHEN (participation_rate < (prev_semester_participation - (5)::numeric)) THEN 'DECLINING'::text
-            ELSE 'STABLE'::text
-        END AS trajectory_participation,
-    round((((((win_rate * 0.35) + (participation_rate * 0.25)) + (approval_rate * 0.20)) + ((((active_members)::numeric / (NULLIF(max(active_members) OVER (PARTITION BY election_cycle_id, semester), 0))::numeric) * (100)::numeric) * 0.10)) + ((((documents_last_year)::numeric / (NULLIF(max(documents_last_year) OVER (PARTITION BY election_cycle_id, semester), 0))::numeric) * (100)::numeric) * 0.10)), 2) AS composite_performance_index,
-    round(((participation_rate * 0.5) + (((100)::numeric - COALESCE(avg_rebel_rate, (0)::numeric)) * 0.5)), 2) AS discipline_effectiveness_score,
-    round(((approval_rate * 0.6) + (yes_rate * 0.4)), 2) AS legislative_effectiveness_score,
-        CASE
-            WHEN (stddev_win_rate_party > (10)::numeric) THEN 'HIGH_VOLATILITY'::text
-            WHEN (stddev_win_rate_party > (5)::numeric) THEN 'MODERATE_VOLATILITY'::text
-            ELSE 'LOW_VOLATILITY'::text
-        END AS volatility_classification,
-        CASE
-            WHEN (stddev_participation_party > (10)::numeric) THEN 'UNSTABLE'::text
-            WHEN (stddev_participation_party > (5)::numeric) THEN 'MODERATELY_STABLE'::text
-            ELSE 'STABLE'::text
-        END AS stability_classification,
-        CASE
-            WHEN (next_semester_win_rate IS NULL) THEN 'NO_FORECAST'::text
-            WHEN (next_semester_win_rate > (win_rate + (5)::numeric)) THEN 'EXPECTED_IMPROVEMENT'::text
-            WHEN (next_semester_win_rate < (win_rate - (5)::numeric)) THEN 'EXPECTED_DECLINE'::text
-            ELSE 'EXPECTED_STABLE'::text
-        END AS forecast_trend,
-    round((ma_3semester_win_rate - win_rate), 2) AS trend_deviation_from_ma,
-        CASE
-            WHEN (ma_3semester_win_rate > (win_rate + (3)::numeric)) THEN 'UNDERPERFORMING_VS_TREND'::text
-            WHEN (ma_3semester_win_rate < (win_rate - (3)::numeric)) THEN 'OVERPERFORMING_VS_TREND'::text
-            ELSE 'ON_TREND'::text
-        END AS trend_position,
-        CASE
-            WHEN ((prev_semester_win_rate IS NOT NULL) AND (stddev_win_rate_party > (0)::numeric)) THEN round(((win_rate - prev_semester_win_rate) / NULLIF(stddev_win_rate_party, (0)::numeric)), 2)
-            ELSE NULL::numeric
-        END AS momentum_z_score_win_rate,
-        CASE
-            WHEN ((prev_semester_participation IS NOT NULL) AND (stddev_participation_party > (0)::numeric)) THEN round(((participation_rate - prev_semester_participation) / NULLIF(stddev_participation_party, (0)::numeric)), 2)
-            ELSE NULL::numeric
-        END AS momentum_z_score_participation,
-        CASE
-            WHEN (percentile_win_rate >= (0.75)::double precision) THEN 'ELITE_PERFORMER'::text
-            WHEN (percentile_win_rate >= (0.50)::double precision) THEN 'STRONG_PERFORMER'::text
-            WHEN (percentile_win_rate >= (0.25)::double precision) THEN 'MODERATE_PERFORMER'::text
-            ELSE 'WEAK_PERFORMER'::text
-        END AS performance_tier,
-        CASE
-            WHEN (percentile_productivity >= (0.75)::double precision) THEN 'HIGHLY_PRODUCTIVE'::text
-            WHEN (percentile_productivity >= (0.50)::double precision) THEN 'MODERATELY_PRODUCTIVE'::text
-            WHEN (percentile_productivity >= (0.25)::double precision) THEN 'LOW_PRODUCTIVITY'::text
-            ELSE 'VERY_LOW_PRODUCTIVITY'::text
-        END AS productivity_tier,
-        CASE
-            WHEN (win_rate < (prev_semester_win_rate - (10)::numeric)) THEN 'CRITICAL_DECLINE'::text
-            WHEN (win_rate < (prev_semester_win_rate - (5)::numeric)) THEN 'MODERATE_DECLINE'::text
-            WHEN (participation_rate < (prev_semester_participation - (10)::numeric)) THEN 'CRITICAL_PARTICIPATION_DROP'::text
-            WHEN (participation_rate < (prev_semester_participation - (5)::numeric)) THEN 'MODERATE_PARTICIPATION_DROP'::text
-            ELSE 'NORMAL'::text
-        END AS early_warning_flag,
-        CASE
-            WHEN ((next_semester_win_rate IS NOT NULL) AND (prev_semester_win_rate IS NOT NULL)) THEN round(
-            CASE
-                WHEN ((win_rate > prev_semester_win_rate) AND (next_semester_win_rate > win_rate)) THEN 85.0
-                WHEN ((win_rate < prev_semester_win_rate) AND (next_semester_win_rate < win_rate)) THEN 85.0
-                WHEN ((win_rate = prev_semester_win_rate) AND (next_semester_win_rate = win_rate)) THEN 80.0
-                ELSE 50.0
-            END, 2)
-            ELSE NULL::numeric
-        END AS trajectory_confidence_score,
-        CASE
-            WHEN ((semester = 'spring'::text) AND is_election_year) THEN true
-            ELSE false
-        END AS is_pre_election_spring,
-        CASE
-            WHEN ((semester = 'autumn'::text) AND is_election_year) THEN true
-            ELSE false
-        END AS is_election_autumn,
-        CASE
-            WHEN (cycle_year = 4) THEN true
-            ELSE false
-        END AS is_election_cycle_end
-   FROM windowed_statistics ws
-  ORDER BY party, election_cycle_id, cycle_year, semester;
-
-
 --
 -- Name: view_riksdagen_party_momentum_analysis; Type: VIEW; Schema: public; Owner: -
 --
@@ -11663,6 +10697,142 @@ CREATE VIEW public.view_riksdagen_politician_experience_summary AS
   ORDER BY total_weighted_exp DESC;
 
 
+--
+-- Name: view_riksdagen_vote_data_ballot_party_summary_daily; Type: MATERIALIZED VIEW; Schema: public; Owner: -
+--
+
+CREATE MATERIALIZED VIEW public.view_riksdagen_vote_data_ballot_party_summary_daily AS
+ WITH daily_stats AS (
+         SELECT view_riksdagen_vote_data_ballot_party_summary.vote_date AS embedded_id_vote_date,
+            view_riksdagen_vote_data_ballot_party_summary.embedded_id_party,
+            count(*) AS number_ballots,
+            sum(view_riksdagen_vote_data_ballot_party_summary.total_votes) AS total_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.yes_votes) AS yes_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.no_votes) AS no_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.abstain_votes) AS abstain_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.absent_votes) AS absent_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.party_total_votes) AS party_total_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.party_yes_votes) AS party_yes_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.party_no_votes) AS party_no_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.party_abstain_votes) AS party_abstain_votes,
+            sum(view_riksdagen_vote_data_ballot_party_summary.party_absent_votes) AS party_absent_votes,
+            sum(
+                CASE
+                    WHEN view_riksdagen_vote_data_ballot_party_summary.party_won THEN 1
+                    ELSE 0
+                END) AS party_won_total,
+            sum(
+                CASE
+                    WHEN view_riksdagen_vote_data_ballot_party_summary.approved THEN 1
+                    ELSE 0
+                END) AS approved_total,
+            round(avg(view_riksdagen_vote_data_ballot_party_summary.avg_born_year), 0) AS avg_born_year,
+            round(avg(view_riksdagen_vote_data_ballot_party_summary.party_avg_born_year), 0) AS party_avg_born_year,
+            max(view_riksdagen_vote_data_ballot_party_summary.total_votes) AS avg_total_votes,
+            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_yes) AS orig_percentage_yes,
+            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_no) AS orig_percentage_no,
+            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_absent) AS orig_percentage_absent,
+            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_abstain) AS orig_percentage_abstain,
+            avg(view_riksdagen_vote_data_ballot_party_summary.percentage_male) AS orig_percentage_male,
+            avg(view_riksdagen_vote_data_ballot_party_summary.party_percentage_male) AS orig_party_percentage_male
+           FROM public.view_riksdagen_vote_data_ballot_party_summary
+          GROUP BY view_riksdagen_vote_data_ballot_party_summary.embedded_id_party, view_riksdagen_vote_data_ballot_party_summary.vote_date
+        )
+ SELECT embedded_id_vote_date,
+    embedded_id_party,
+    number_ballots,
+    avg_born_year,
+    avg_total_votes,
+    round((yes_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_yes_votes,
+    round((no_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_no_votes,
+    round((abstain_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_abstain_votes,
+    round((absent_votes / (NULLIF(number_ballots, 0))::numeric), 2) AS avg_absent_votes,
+    round(((100.0 * (approved_total)::numeric) / (NULLIF(number_ballots, 0))::numeric), 2) AS percentage_approved,
+    round(orig_percentage_yes, 2) AS avg_percentage_yes,
+    round(orig_percentage_no, 2) AS avg_percentage_no,
+    round(orig_percentage_absent, 2) AS avg_percentage_absent,
+    round(orig_percentage_abstain, 2) AS avg_percentage_abstain,
+    round(orig_percentage_male, 2) AS avg_percentage_male,
+    total_votes,
+    yes_votes,
+    no_votes,
+    abstain_votes,
+    absent_votes,
+    party_total_votes,
+    party_yes_votes,
+    party_no_votes,
+    party_abstain_votes,
+    party_absent_votes,
+    party_avg_born_year,
+    round(orig_party_percentage_male, 2) AS party_avg_percentage_male,
+    round(((100.0 * party_yes_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_yes,
+    round(((100.0 * party_no_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_no,
+    round(((100.0 * party_abstain_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_abstain,
+    round(((100.0 * party_absent_votes) / NULLIF(party_total_votes, (0)::numeric)), 2) AS party_percentage_absent,
+    round(((100.0 * yes_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_yes,
+    round(((100.0 * no_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_no,
+    round(((100.0 * abstain_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_abstain,
+    round(((100.0 * absent_votes) / NULLIF(total_votes, (0)::numeric)), 2) AS percentage_absent,
+    party_won_total,
+    round(((100.0 * (party_won_total)::numeric) / (NULLIF(number_ballots, 0))::numeric), 2) AS party_won_percentage,
+    approved_total,
+    round(((100.0 * (approved_total)::numeric) / (NULLIF(number_ballots, 0))::numeric), 2) AS approved_percentage
+   FROM daily_stats
+  ORDER BY embedded_id_vote_date, embedded_id_party
+  WITH NO DATA;
+
+
+--
+-- Name: MATERIALIZED VIEW view_riksdagen_vote_data_ballot_party_summary_daily; Type: COMMENT; Schema: public; Owner: -
+--
+
+COMMENT ON MATERIALIZED VIEW public.view_riksdagen_vote_data_ballot_party_summary_daily IS 'Daily party-level voting statistics with detailed metrics and success rates';
+
+
+--
+-- Name: view_riksdagen_vote_data_ballot_party_summary_annual; Type: MATERIALIZED VIEW; Schema: public; Owner: -
+--
+
+CREATE MATERIALIZED VIEW public.view_riksdagen_vote_data_ballot_party_summary_annual AS
+ SELECT date(date_trunc('year'::text, (embedded_id_vote_date)::timestamp with time zone)) AS embedded_id_vote_date,
+    embedded_id_party,
+    sum(number_ballots) AS number_ballots,
+    round(avg(avg_born_year), 0) AS avg_born_year,
+    round(avg(avg_percentage_yes), 2) AS avg_percentage_yes,
+    round(avg(avg_percentage_no), 2) AS avg_percentage_no,
+    round(avg(avg_percentage_absent), 2) AS avg_percentage_absent,
+    round(avg(avg_percentage_abstain), 2) AS avg_percentage_abstain,
+    round(avg(avg_percentage_male), 2) AS avg_percentage_male,
+    sum(total_votes) AS total_votes,
+    sum(yes_votes) AS yes_votes,
+    sum(no_votes) AS no_votes,
+    sum(abstain_votes) AS abstain_votes,
+    sum(absent_votes) AS absent_votes,
+    sum(party_total_votes) AS party_total_votes,
+    sum(party_yes_votes) AS party_yes_votes,
+    sum(party_no_votes) AS party_no_votes,
+    sum(party_abstain_votes) AS party_abstain_votes,
+    sum(party_absent_votes) AS party_absent_votes,
+    round(avg(party_avg_born_year), 0) AS party_avg_born_year,
+    round(avg(party_avg_percentage_male), 2) AS party_avg_percentage_male,
+    round(((100.0 * sum(party_yes_votes)) / sum(party_total_votes)), 2) AS party_percentage_yes,
+    round(((100.0 * sum(party_no_votes)) / sum(party_total_votes)), 2) AS party_percentage_no,
+    round(((100.0 * sum(party_abstain_votes)) / sum(party_total_votes)), 2) AS party_percentage_abstain,
+    round(((100.0 * sum(party_absent_votes)) / sum(party_total_votes)), 2) AS party_percentage_absent,
+    sum(party_won_total) AS party_won_total,
+    round((((100)::numeric * sum(party_won_total)) / sum(number_ballots)), 2) AS party_won_percentage,
+    sum(approved_total) AS approved_total,
+    round((((100)::numeric * sum(approved_total)) / sum(number_ballots)), 2) AS approved_percentage,
+    round(((100.0 * sum(yes_votes)) / sum(total_votes)), 2) AS percentage_yes,
+    round(((100.0 * sum(no_votes)) / sum(total_votes)), 2) AS percentage_no,
+    round(((100.0 * sum(abstain_votes)) / sum(total_votes)), 2) AS percentage_abstain,
+    round(((100.0 * sum(absent_votes)) / sum(total_votes)), 2) AS percentage_absent,
+    round(avg(percentage_approved), 2) AS avg_percentage_approved
+   FROM public.view_riksdagen_vote_data_ballot_party_summary_daily
+  GROUP BY (date(date_trunc('year'::text, (embedded_id_vote_date)::timestamp with time zone))), embedded_id_party
+  WITH NO DATA;
+
+
 --
 -- Name: view_riksdagen_vote_data_ballot_party_summary_monthly; Type: MATERIALIZED VIEW; Schema: public; Owner: -
 --
@@ -14109,13 +13279,13 @@ ALTER TABLE ONLY public.jv_snapshot
 -- PostgreSQL database dump complete
 --
 
-\unrestrict PTTwc9JYgzS80xYwpQHHhzUBVD1ymcHsn8fmlcrz95MGI0rIyeb0OBeOEG9kvNK
+\unrestrict uaaAO0m41u8C2DiAsweRpCTP5s3MRz0LGCHPDKMUHcwba8cBFcFWOYspwhKovho
 
 --
 -- PostgreSQL database dump
 --
 
-\restrict EEX6nCaCIMdb3ZCvG9mudlPgnn94sy0vF0O7zWhQC6FCNChdEuNs1RTY35bpcd2
+\restrict goOrBse2BEt5TWSnffP9tiXErpHV6skGYojVu8VO14Q4OchkDnY9d1mbtR2wNWI
 
 -- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 -- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
@@ -14298,6 +13468,7 @@ COPY public.databasechangelog (id, author, filename, dateexecuted, orderexecuted
 1414872417007-159	pether (generated)	db-changelog-1.0.xml	2026-01-15 02:32:07.17537	159	EXECUTED	9:04f0321d6a659c24367adf06b21490ec	addForeignKeyConstraint baseTableName=document_status_container, constraintName=fk_86c52yf22uk0bpcs1qoc3aeyv, referencedTableName=document_attachment_container		\N	5.0.1	\N	\N	8440723750
 1414872417007-160	pether (generated)	db-changelog-1.0.xml	2026-01-15 02:32:07.178769	160	EXECUTED	9:cfb97bbb6da4e55006169e9879f04eea	addForeignKeyConstraint baseTableName=user_account_address, constraintName=fk_8931ymg13vy6vfkrichtst7bj, referencedTableName=user_account		\N	5.0.1	\N	\N	8440723750
 1414872417007-161	pether (generated)	db-changelog-1.0.xml	2026-01-15 02:32:07.181944	161	EXECUTED	9:35323e79371e0ed674f60d54da88447e	addForeignKeyConstraint baseTableName=indicator_element, constraintName=fk_8l1m1pum4e3catw4443rup4q5, referencedTableName=indicators_element		\N	5.0.1	\N	\N	8440723750
+1.53-drop-party-performance	intelligence-operative	db-changelog-1.53.xml	2026-01-16 15:24:57.4945	484	EXECUTED	9:e597cc3a5205328ad149858ab31afde9	sql		\N	5.0.1	\N	\N	8577094947
 1414872417007-162	pether (generated)	db-changelog-1.0.xml	2026-01-15 02:32:07.185195	162	EXECUTED	9:d5d46f2c32f0828c1ad2cab7488c0ced	addForeignKeyConstraint baseTableName=user_account, constraintName=fk_8mmnmcgjut9nc7dfhrgxi598f, referencedTableName=aggregated_country_data		\N	5.0.1	\N	\N	8440723750
 1414872417007-163	pether (generated)	db-changelog-1.0.xml	2026-01-15 02:32:07.188605	163	EXECUTED	9:1e64c99d1c965da030f1f77b7c65d3bd	addForeignKeyConstraint baseTableName=committee_proposal_component_0, constraintName=fk_90arga58ce9bnjkc6lws04uhw, referencedTableName=committee_proposal_container		\N	5.0.1	\N	\N	8440723750
 1414872417007-164	pether (generated)	db-changelog-1.0.xml	2026-01-15 02:32:07.19216	164	EXECUTED	9:4ff16e8d056a87f4c3ccd13acc819aa5	addForeignKeyConstraint baseTableName=indicator_element, constraintName=fk_92h99v4i1pmr69x0y43pocv2a, referencedTableName=topics		\N	5.0.1	\N	\N	8440723750
@@ -14431,6 +13602,7 @@ COPY public.databasechangelog (id, author, filename, dateexecuted, orderexecuted
 1414872417007-290	pether	db-changelog-1.10.xml	2026-01-15 02:32:08.631749	290	EXECUTED	9:3477a6ab16abd3502429f252c6f2c21a	dropView viewName=view_riksdagen_party; dropView viewName=view_riksdagen_party_summary; dropView viewName=view_riksdagen_politician; dropView viewName=view_riksdagen_party_member; createView viewName=view_riksdagen_party_member; createView viewNam...		\N	5.0.1	\N	\N	8440723750
 1414872417007-291	pether	db-changelog-1.11.xml	2026-01-15 02:32:08.63559	291	EXECUTED	9:96a236431ea32c987c4572cb54e71c19	renameTable newTableName=QRTZ_BLOB_TRIGGERS, oldTableName=QRTZ_bytea_TRIGGERS		\N	5.0.1	\N	\N	8440723750
 1414872417007-292	add-column-application-session	db-changelog-1.12.xml	2026-01-15 02:32:08.63962	292	EXECUTED	9:956bf680aea08e30a78b8d768dae529c	addColumn tableName=application_session		\N	5.0.1	\N	\N	8440723750
+1.53-drop-coalition-evolution	intelligence-operative	db-changelog-1.53.xml	2026-01-16 15:24:57.503339	485	EXECUTED	9:5cbc544d51f134307f796d9a81375c4c	sql		\N	5.0.1	\N	\N	8577094947
 1414872417007-294	gdpr-classify-data	db-changelog-1.13.xml	2026-01-15 02:32:08.890378	293	EXECUTED	9:dc2a0e2901c2d886086e508ff01826b6	sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sql; sq...		\N	5.0.1	\N	\N	8440723750
 1414872417007-295	fix-missing-value-for-model-object-version	db-changelog-1.14.xml	2026-01-15 02:32:08.898111	294	EXECUTED	9:0eddefb0cd23c53120a00749d09808f9	update tableName=agency; update tableName=portal; update tableName=language_data; update tableName=language_content_data; update tableName=application_action_event; update tableName=application_configuration; update tableName=application_session; ...		\N	5.0.1	\N	\N	8440723750
 1414872417007-296	adduseraccountcolumns	db-changelog-1.15.xml	2026-01-15 02:32:08.902639	295	EXECUTED	9:941c29c388e300e20109c3cba3fb8945	addColumn tableName=user_account; update tableName=user_account; addColumn tableName=user_account; update tableName=user_account		\N	5.0.1	\N	\N	8440723750
@@ -14459,6 +13631,7 @@ COPY public.databasechangelog (id, author, filename, dateexecuted, orderexecuted
 2414872417007-326	pether	db-changelog-1.24.xml	2026-01-15 02:32:09.097519	318	EXECUTED	9:769fd2cc719f8070361d0236c2f219ca	createTable tableName=rule_violation		\N	5.0.1	\N	\N	8440723750
 2414872417007-327	pether	db-changelog-1.24.xml	2026-01-15 02:32:09.100247	319	EXECUTED	9:49044a256f906a54d7ccb6cdf3eeba70	addColumn tableName=rule_violation		\N	5.0.1	\N	\N	8440723750
 2414872417007-328	pether (generated)	db-changelog-1.24.xml	2026-01-15 02:32:09.104526	320	EXECUTED	9:6246b135264fb22f812528142c12222c	addPrimaryKey constraintName=application_configuration_pkey, tableName=application_configuration		\N	5.0.1	\N	\N	8440723750
+1.53-drop-electoral-trends	intelligence-operative	db-changelog-1.53.xml	2026-01-16 15:24:57.509225	486	EXECUTED	9:f28b6a24f0a201f2afc5bd026db93a75	sql		\N	5.0.1	\N	\N	8577094947
 1414872417007-329	pether (generated)	db-changelog-1.24.xml	2026-01-15 02:32:09.113904	321	EXECUTED	9:bbb17b2f46dd435a351912318ba127e7	sql; modifyDataType columnName=indicator_name, tableName=indicator_element; modifyDataType columnName=source_id, tableName=indicator_element; modifyDataType columnName=source_value, tableName=indicator_element; sql		\N	5.0.1	\N	\N	8440723750
 1414872417007-330	pether (generated)	db-changelog-1.24.xml	2026-01-15 02:32:09.127002	322	EXECUTED	9:5dbf93e01244ac5381aab449179bfee3	createIndex indexName=application_action_event_created_date_idx, tableName=application_action_event; createIndex indexName=application_action_event_sessionid_idx, tableName=application_action_event; createIndex indexName=application_action_event_e...		\N	5.0.1	\N	\N	8440723750
 1414872417007-331	pether (generated)	db-changelog-1.24.xml	2026-01-15 02:32:09.382176	323	EXECUTED	9:d98cea6bed923440f8c3a31871a66ca2	sql		\N	5.0.1	\N	\N	8440723750
@@ -14619,6 +13792,10 @@ fix-rebel-calculation-risk-score-evolution-1.50-001	intelligence-operative	db-ch
 1.53-party-coalition-002	intelligence-operative	db-changelog-1.53.xml	2026-01-16 11:43:40.76298	481	EXECUTED	9:ec3bbe899a38b29840da3ec8c3985238	createView viewName=view_riksdagen_party_coalition_evolution	Party Coalition Evolution View (2002-2026) - OPTIMIZED & ENHANCED	\N	5.0.1	\N	\N	0000000000
 1.53-party-electoral-003	intelligence-operative	db-changelog-1.53.xml	2026-01-16 11:43:40.76298	482	EXECUTED	9:141eb5d459791ae1848b861a93771dff	createView viewName=view_riksdagen_party_electoral_trends	Party Electoral Trends View (2002-2026) - OPTIMIZED & ENHANCED	\N	5.0.1	\N	\N	0000000000
 1.53-validation	intelligence-operative	db-changelog-1.53.xml	2026-01-16 11:43:40.76298	483	EXECUTED	9:ea784e6f23a71274961868a13943099e	sql	Validate optimized party longitudinal views	\N	5.0.1	\N	\N	0000000000
+1.54-intro	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:24:57.513864	487	EXECUTED	9:5297d4ff56363d1961c9ed8022a2f2e0	sql	v1.54 Government Body Data Integration from ESV	\N	5.0.1	\N	\N	8577094947
+1.54-create-government-body-data-table	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:32:26.196206	488	EXECUTED	9:4046bda4557c0246facda447e089f602	createTable tableName=government_body_data	Create government_body_data table	\N	5.0.1	\N	\N	\N
+1.54-add-government-body-indexes	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:32:26.196206	489	EXECUTED	9:d4611e87e7ecd3c83c57c45009042471	createIndex (x4)	Add indexes for query performance	\N	5.0.1	\N	\N	\N
+1.54-add-government-body-comments	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:32:26.196206	490	EXECUTED	9:72d9e688519a72ac461c65c1842e91b9	sql	Add table comments	\N	5.0.1	\N	\N	\N
 \.
 
 
@@ -14635,5 +13812,5 @@ COPY public.databasechangeloglock (id, locked, lockgranted, lockedby) FROM stdin
 -- PostgreSQL database dump complete
 --
 
-\unrestrict EEX6nCaCIMdb3ZCvG9mudlPgnn94sy0vF0O7zWhQC6FCNChdEuNs1RTY35bpcd2
+\unrestrict goOrBse2BEt5TWSnffP9tiXErpHV6skGYojVu8VO14Q4OchkDnY9d1mbtR2wNWI
 

From be145e068a315a1e7b7ea2eedbfbee191083f209 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 16:06:43 +0000
Subject: [PATCH 07/15] Apply PR review feedback: Commons Lang builders, batch
 persist, error handling, integration test

- Updated GovernmentBodyData to use Apache Commons Lang builders (EqualsBuilder, HashCodeBuilder, ToStringBuilder)
- Fixed GovernmentBodyDataLoaderService error handling with specific exceptions and re-throw for critical errors
- Implemented batch persistence using governmentBodyDataDAO.persist(List) for better performance
- Changed db-changelog-1.54.xml to use BIGSERIAL instead of BIGINT with autoIncrement
- Created GovernmentBodyDataLoaderServiceITest with test coverage for data loading scenarios
- Updated unit test to match new reflectionToString format
- Regenerated full_schema.sql with updated checksum
- All 5 entity unit tests passing

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../ministry/impl/GovernmentBodyData.java     |  30 +---
 .../ministry/impl/GovernmentBodyDataTest.java |   4 +-
 .../src/main/resources/db-changelog-1.54.xml  |   2 +-
 .../src/main/resources/full_schema.sql        |  10 +-
 .../impl/GovernmentBodyDataLoaderService.java |  22 ++-
 .../GovernmentBodyDataLoaderServiceITest.java | 164 ++++++++++++++++++
 6 files changed, 198 insertions(+), 34 deletions(-)
 create mode 100644 service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java

diff --git a/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java b/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
index 1a43bfc5f3c..e36e5757f7e 100644
--- a/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
+++ b/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
@@ -19,7 +19,6 @@
 package com.hack23.cia.model.internal.application.data.ministry.impl;
 
 import java.io.Serializable;
-import java.util.Objects;
 
 import javax.persistence.Column;
 import javax.persistence.Entity;
@@ -29,6 +28,11 @@
 import javax.persistence.Table;
 import javax.persistence.Index;
 
+import org.apache.commons.lang3.builder.EqualsBuilder;
+import org.apache.commons.lang3.builder.HashCodeBuilder;
+import org.apache.commons.lang3.builder.ToStringBuilder;
+import org.apache.commons.lang3.builder.ToStringStyle;
+
 /**
  * The Class GovernmentBodyData.
  * Represents government body information from ESV (Swedish Financial Management Authority).
@@ -339,34 +343,16 @@ public void setComment(final String comment) {
 
 	@Override
 	public boolean equals(final Object obj) {
-		if (this == obj) {
-			return true;
-		}
-		if (obj == null || getClass() != obj.getClass()) {
-			return false;
-		}
-		final GovernmentBodyData that = (GovernmentBodyData) obj;
-		return Objects.equals(id, that.id) &&
-				Objects.equals(year, that.year) &&
-				Objects.equals(name, that.name) &&
-				Objects.equals(orgNumber, that.orgNumber);
+		return EqualsBuilder.reflectionEquals(this, obj);
 	}
 
 	@Override
 	public int hashCode() {
-		return Objects.hash(id, year, name, orgNumber);
+		return HashCodeBuilder.reflectionHashCode(this);
 	}
 
 	@Override
 	public String toString() {
-		return "GovernmentBodyData{" +
-				"id=" + id +
-				", year=" + year +
-				", name='" + name + '\'' +
-				", ministry='" + ministry + '\'' +
-				", orgNumber='" + orgNumber + '\'' +
-				", headCount=" + headCount +
-				", annualWorkHeadCount=" + annualWorkHeadCount +
-				'}';
+		return ToStringBuilder.reflectionToString(this, ToStringStyle.SHORT_PREFIX_STYLE);
 	}
 }
diff --git a/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java b/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
index 43920a74021..50b030e08f7 100644
--- a/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
+++ b/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
@@ -150,9 +150,9 @@ public void testToString() {
 
 		final String toString = data.toString();
 		assertNotNull(toString);
+		// Apache Commons Lang reflectionToString format
 		assertEquals(true, toString.contains("id=1"));
 		assertEquals(true, toString.contains("year=2023"));
-		assertEquals(true, toString.contains("name='Test Body'"));
-		assertEquals(true, toString.contains("ministry='Ministry'"));
+		assertEquals(true, toString.contains("name=Test Body"));
 	}
 }
diff --git a/service.data.impl/src/main/resources/db-changelog-1.54.xml b/service.data.impl/src/main/resources/db-changelog-1.54.xml
index d504577a78c..4d5c12187f1 100644
--- a/service.data.impl/src/main/resources/db-changelog-1.54.xml
+++ b/service.data.impl/src/main/resources/db-changelog-1.54.xml
@@ -14,7 +14,7 @@ xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog
 <changeSet id="1.54-create-government-body-data-table" author="intelligence-operative-analytics" failOnError="true">
     <comment>Create government_body_data table to store Swedish government body information from ESV</comment>
     <createTable tableName="government_body_data">
-        <column name="id" type="BIGINT" autoIncrement="true">
+        <column name="id" type="BIGSERIAL">
             <constraints primaryKey="true" nullable="false"/>
         </column>
         <column name="year" type="INTEGER">
diff --git a/service.data.impl/src/main/resources/full_schema.sql b/service.data.impl/src/main/resources/full_schema.sql
index 84f5e33f4f1..a28d00e1723 100644
--- a/service.data.impl/src/main/resources/full_schema.sql
+++ b/service.data.impl/src/main/resources/full_schema.sql
@@ -2,7 +2,7 @@
 -- PostgreSQL database dump
 --
 
-\restrict uaaAO0m41u8C2DiAsweRpCTP5s3MRz0LGCHPDKMUHcwba8cBFcFWOYspwhKovho
+\restrict tdXe9RgW5N3Q6XMeUPt3W4EhFlq7WbtGDir0zAk0sOvooJbgwnHm7GLlTLOBrOk
 
 -- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 -- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
@@ -13279,13 +13279,13 @@ ALTER TABLE ONLY public.jv_snapshot
 -- PostgreSQL database dump complete
 --
 
-\unrestrict uaaAO0m41u8C2DiAsweRpCTP5s3MRz0LGCHPDKMUHcwba8cBFcFWOYspwhKovho
+\unrestrict tdXe9RgW5N3Q6XMeUPt3W4EhFlq7WbtGDir0zAk0sOvooJbgwnHm7GLlTLOBrOk
 
 --
 -- PostgreSQL database dump
 --
 
-\restrict goOrBse2BEt5TWSnffP9tiXErpHV6skGYojVu8VO14Q4OchkDnY9d1mbtR2wNWI
+\restrict uj3go1UHnCJwnCJjhmUhBPYRBN4kmcs9BxldimkcLsajyQ4PWJa1JSPeeFvEXE9
 
 -- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 -- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
@@ -13793,9 +13793,9 @@ fix-rebel-calculation-risk-score-evolution-1.50-001	intelligence-operative	db-ch
 1.53-party-electoral-003	intelligence-operative	db-changelog-1.53.xml	2026-01-16 11:43:40.76298	482	EXECUTED	9:141eb5d459791ae1848b861a93771dff	createView viewName=view_riksdagen_party_electoral_trends	Party Electoral Trends View (2002-2026) - OPTIMIZED & ENHANCED	\N	5.0.1	\N	\N	0000000000
 1.53-validation	intelligence-operative	db-changelog-1.53.xml	2026-01-16 11:43:40.76298	483	EXECUTED	9:ea784e6f23a71274961868a13943099e	sql	Validate optimized party longitudinal views	\N	5.0.1	\N	\N	0000000000
 1.54-intro	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:24:57.513864	487	EXECUTED	9:5297d4ff56363d1961c9ed8022a2f2e0	sql	v1.54 Government Body Data Integration from ESV	\N	5.0.1	\N	\N	8577094947
-1.54-create-government-body-data-table	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:32:26.196206	488	EXECUTED	9:4046bda4557c0246facda447e089f602	createTable tableName=government_body_data	Create government_body_data table	\N	5.0.1	\N	\N	\N
 1.54-add-government-body-indexes	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:32:26.196206	489	EXECUTED	9:d4611e87e7ecd3c83c57c45009042471	createIndex (x4)	Add indexes for query performance	\N	5.0.1	\N	\N	\N
 1.54-add-government-body-comments	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:32:26.196206	490	EXECUTED	9:72d9e688519a72ac461c65c1842e91b9	sql	Add table comments	\N	5.0.1	\N	\N	\N
+1.54-create-government-body-data-table	intelligence-operative-analytics	db-changelog-1.54.xml	2026-01-16 15:32:26.196206	488	EXECUTED	9:ececfb8343eaa00195e944896c729962	createTable tableName=government_body_data	Create government_body_data table	\N	5.0.1	\N	\N	\N
 \.
 
 
@@ -13812,5 +13812,5 @@ COPY public.databasechangeloglock (id, locked, lockgranted, lockedby) FROM stdin
 -- PostgreSQL database dump complete
 --
 
-\unrestrict goOrBse2BEt5TWSnffP9tiXErpHV6skGYojVu8VO14Q4OchkDnY9d1mbtR2wNWI
+\unrestrict uj3go1UHnCJwnCJjhmUhBPYRBN4kmcs9BxldimkcLsajyQ4PWJa1JSPeeFvEXE9
 
diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index b8c4d8621dc..01b2f037240 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -18,6 +18,7 @@
  */
 package com.hack23.cia.service.impl;
 
+import java.util.ArrayList;
 import java.util.Collection;
 import java.util.List;
 import java.util.Map;
@@ -27,6 +28,7 @@
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.dao.DataAccessException;
 import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
 import org.springframework.security.core.Authentication;
 import org.springframework.security.core.GrantedAuthority;
@@ -81,20 +83,26 @@ public void loadGovernmentBodyDataIfEmpty() {
 			} else {
 				LOGGER.info("Government body data already exists ({} records), skipping load", existingData.size());
 			}
+		} catch (final DataAccessException e) {
+			LOGGER.error("Database error while loading government body data", e);
+			throw e; // Re-throw to prevent application startup with incomplete data
 		} catch (final Exception e) {
-			LOGGER.error("Failed to load government body data", e);
+			LOGGER.error("Unexpected error while loading government body data", e);
+			throw new RuntimeException("Failed to initialize government body data", e);
 		} finally {
 			clearAuthentication();
 		}
 	}
 
 	/**
-	 * Load data from ESV API.
+	 * Load data from ESV API using batch processing for efficiency.
 	 */
 	private void loadDataFromEsv() {
 		final Map<Integer, List<GovernmentBodyAnnualSummary>> data = esvApi.getData();
 		
+		final List<GovernmentBodyData> entitiesToPersist = new ArrayList<>();
 		int recordCount = 0;
+		
 		for (final Map.Entry<Integer, List<GovernmentBodyAnnualSummary>> entry : data.entrySet()) {
 			final Integer year = entry.getKey();
 			final List<GovernmentBodyAnnualSummary> summaries = entry.getValue();
@@ -114,12 +122,18 @@ private void loadDataFromEsv() {
 					summary.getComment()
 				);
 				
-				governmentBodyDataDAO.persist(entity);
+				entitiesToPersist.add(entity);
 				recordCount++;
 			}
 		}
 		
-		LOGGER.info("Loaded {} government body records from ESV", recordCount);
+		// Use batch persist for better performance
+		if (!entitiesToPersist.isEmpty()) {
+			governmentBodyDataDAO.persist(entitiesToPersist);
+			LOGGER.info("Loaded {} government body records from ESV", recordCount);
+		} else {
+			LOGGER.warn("No government body records found in ESV data");
+		}
 	}
 
 	/**
diff --git a/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java b/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
new file mode 100644
index 00000000000..7ed24bc4f68
--- /dev/null
+++ b/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
@@ -0,0 +1,164 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.service.impl;
+
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertTrue;
+import static org.mockito.Mockito.when;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.junit.Test;
+import org.mockito.Mock;
+import org.mockito.MockitoAnnotations;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.test.util.ReflectionTestUtils;
+
+import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
+import com.hack23.cia.service.data.api.GovernmentBodyDataDAO;
+import com.hack23.cia.service.external.esv.api.EsvApi;
+import com.hack23.cia.service.external.esv.api.GovernmentBodyAnnualSummary;
+
+/**
+ * The Class GovernmentBodyDataLoaderServiceITest.
+ * Integration test for GovernmentBodyDataLoaderService.
+ */
+public final class GovernmentBodyDataLoaderServiceITest extends AbstractServiceFunctionalIntegrationTest {
+
+	@Autowired
+	private GovernmentBodyDataDAO governmentBodyDataDAO;
+
+	@Autowired
+	private GovernmentBodyDataLoaderService loaderService;
+
+	@Mock
+	private EsvApi mockEsvApi;
+
+	/**
+	 * Test load government body data if empty successfully loads data.
+	 */
+	@Test
+	public void testLoadGovernmentBodyDataIfEmptySuccessfullyLoadsData() {
+		assertNotNull("Expect loader service to be autowired", loaderService);
+		assertNotNull("Expect DAO to be autowired", governmentBodyDataDAO);
+
+		// Clear any existing data
+		final List<GovernmentBodyData> existingData = governmentBodyDataDAO.getAll();
+		if (existingData != null && !existingData.isEmpty()) {
+			for (final GovernmentBodyData data : existingData) {
+				governmentBodyDataDAO.delete(data);
+			}
+		}
+
+		// Initialize mocks
+		MockitoAnnotations.openMocks(this);
+
+		// Create mock data
+		final Map<Integer, List<GovernmentBodyAnnualSummary>> mockData = new HashMap<>();
+		final List<GovernmentBodyAnnualSummary> summaries = new ArrayList<>();
+		
+		final GovernmentBodyAnnualSummary summary = new GovernmentBodyAnnualSummary();
+		summary.setName("Test Government Body");
+		summary.setConsecutiveNumber(1);
+		summary.setGovermentBodyId("TEST001");
+		summary.setmCode("TEST");
+		summary.setMinistry("Test Ministry");
+		summary.setOrgNumber("123456-7890");
+		summary.setHeadCount(100);
+		summary.setAnnualWorkHeadCount(95);
+		summary.setVat("Ja");
+		summary.setComment("Test comment");
+		
+		summaries.add(summary);
+		mockData.put(2023, summaries);
+
+		// Configure mock
+		when(mockEsvApi.getData()).thenReturn(mockData);
+
+		// Replace real EsvApi with mock
+		ReflectionTestUtils.setField(loaderService, "esvApi", mockEsvApi);
+
+		// Execute load
+		loaderService.loadGovernmentBodyDataIfEmpty();
+
+		// Verify data was loaded
+		final List<GovernmentBodyData> loadedData = governmentBodyDataDAO.getAll();
+		assertNotNull("Expect loaded data to be not null", loadedData);
+		assertTrue("Expect at least one record to be loaded", loadedData.size() > 0);
+	}
+
+	/**
+	 * Test load government body data if empty skips when data exists.
+	 */
+	@Test
+	public void testLoadGovernmentBodyDataIfEmptySkipsWhenDataExists() {
+		assertNotNull("Expect loader service to be autowired", loaderService);
+		assertNotNull("Expect DAO to be autowired", governmentBodyDataDAO);
+
+		// Check if data already exists
+		final List<GovernmentBodyData> existingData = governmentBodyDataDAO.getAll();
+		
+		if (existingData == null || existingData.isEmpty()) {
+			// Create test data
+			final GovernmentBodyData testData = new GovernmentBodyData(
+				2023,
+				"Existing Government Body",
+				1,
+				"EXIST001",
+				"EXIST",
+				"Existing Ministry",
+				"999999-9999",
+				50,
+				48,
+				"Nej",
+				"Existing record"
+			);
+			governmentBodyDataDAO.persist(testData);
+		}
+
+		// Get count before load attempt
+		final int countBefore = governmentBodyDataDAO.getAll().size();
+
+		// Initialize mocks
+		MockitoAnnotations.openMocks(this);
+
+		// Create mock data that should NOT be loaded
+		final Map<Integer, List<GovernmentBodyAnnualSummary>> mockData = new HashMap<>();
+		final List<GovernmentBodyAnnualSummary> summaries = new ArrayList<>();
+		
+		final GovernmentBodyAnnualSummary summary = new GovernmentBodyAnnualSummary();
+		summary.setName("Should Not Be Loaded");
+		summaries.add(summary);
+		mockData.put(2024, summaries);
+
+		when(mockEsvApi.getData()).thenReturn(mockData);
+		ReflectionTestUtils.setField(loaderService, "esvApi", mockEsvApi);
+
+		// Execute load - should skip
+		loaderService.loadGovernmentBodyDataIfEmpty();
+
+		// Verify no new data was added
+		final int countAfter = governmentBodyDataDAO.getAll().size();
+		assertTrue("Expect data count to remain the same when table is not empty", 
+			countAfter == countBefore);
+	}
+}

From f6430f81f0048c63bdfc7cf546250f6b76b21b26 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 16:28:42 +0000
Subject: [PATCH 08/15] Fix build errors and apply additional PR review
 feedback

- Fixed GovernmentBodyDataLoaderServiceITest to use constructor (GovernmentBodyAnnualSummary is immutable)
- Moved MockitoAnnotations.openMocks to @Before setup method (Review #1)
- Added verify(mockEsvApi, never()).getData() in skip test (Review #4)
- Removed unnecessary DataAccessException catch block (Review #3)
- Changed failOnError to true for comments changeset (Review #5)
- Changed assertEquals(true, ...) to assertTrue(...) (Review #6)
- Removed DataAccessException import
- All tests compile and pass
- Regenerated full_schema.sql (13,816 lines)

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../ministry/impl/GovernmentBodyDataTest.java |  7 ++-
 .../src/main/resources/db-changelog-1.54.xml  |  2 +-
 .../src/main/resources/full_schema.sql        |  8 +--
 .../impl/GovernmentBodyDataLoaderService.java |  6 +-
 .../GovernmentBodyDataLoaderServiceITest.java | 61 +++++++++++++------
 5 files changed, 51 insertions(+), 33 deletions(-)

diff --git a/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java b/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
index 50b030e08f7..12b14e7574d 100644
--- a/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
+++ b/model.internal.application.user.impl/src/test/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyDataTest.java
@@ -22,6 +22,7 @@
 import static org.junit.jupiter.api.Assertions.assertNotEquals;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
 import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 import org.junit.jupiter.api.Test;
 
@@ -151,8 +152,8 @@ public void testToString() {
 		final String toString = data.toString();
 		assertNotNull(toString);
 		// Apache Commons Lang reflectionToString format
-		assertEquals(true, toString.contains("id=1"));
-		assertEquals(true, toString.contains("year=2023"));
-		assertEquals(true, toString.contains("name=Test Body"));
+		assertTrue(toString.contains("id=1"));
+		assertTrue(toString.contains("year=2023"));
+		assertTrue(toString.contains("name=Test Body"));
 	}
 }
diff --git a/service.data.impl/src/main/resources/db-changelog-1.54.xml b/service.data.impl/src/main/resources/db-changelog-1.54.xml
index 4d5c12187f1..34719e6a44a 100644
--- a/service.data.impl/src/main/resources/db-changelog-1.54.xml
+++ b/service.data.impl/src/main/resources/db-changelog-1.54.xml
@@ -57,7 +57,7 @@ xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog
 </changeSet>
 
 <!-- Add comments to table and columns for documentation -->
-<changeSet id="1.54-add-government-body-comments" author="intelligence-operative-analytics" failOnError="false">
+<changeSet id="1.54-add-government-body-comments" author="intelligence-operative-analytics" failOnError="true">
     <comment>Add documentation comments to government_body_data table and columns</comment>
     
     <sql>
diff --git a/service.data.impl/src/main/resources/full_schema.sql b/service.data.impl/src/main/resources/full_schema.sql
index a28d00e1723..cc53d9873cf 100644
--- a/service.data.impl/src/main/resources/full_schema.sql
+++ b/service.data.impl/src/main/resources/full_schema.sql
@@ -2,7 +2,7 @@
 -- PostgreSQL database dump
 --
 
-\restrict tdXe9RgW5N3Q6XMeUPt3W4EhFlq7WbtGDir0zAk0sOvooJbgwnHm7GLlTLOBrOk
+\restrict x4IIWWfntIU68j890nwqzR1fd4vBx7nFqzWVqllZuGvUjPtOghrLqn3tTXImSKo
 
 -- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 -- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
@@ -13279,13 +13279,13 @@ ALTER TABLE ONLY public.jv_snapshot
 -- PostgreSQL database dump complete
 --
 
-\unrestrict tdXe9RgW5N3Q6XMeUPt3W4EhFlq7WbtGDir0zAk0sOvooJbgwnHm7GLlTLOBrOk
+\unrestrict x4IIWWfntIU68j890nwqzR1fd4vBx7nFqzWVqllZuGvUjPtOghrLqn3tTXImSKo
 
 --
 -- PostgreSQL database dump
 --
 
-\restrict uj3go1UHnCJwnCJjhmUhBPYRBN4kmcs9BxldimkcLsajyQ4PWJa1JSPeeFvEXE9
+\restrict fMFbsS8tibgHKP9Ar3l2SddbPceBQMXUqLJviFUS7Rifw95QeRnFYO6nurZsRj7
 
 -- Dumped from database version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
 -- Dumped by pg_dump version 16.11 (Ubuntu 16.11-1.pgdg24.04+1)
@@ -13812,5 +13812,5 @@ COPY public.databasechangeloglock (id, locked, lockgranted, lockedby) FROM stdin
 -- PostgreSQL database dump complete
 --
 
-\unrestrict uj3go1UHnCJwnCJjhmUhBPYRBN4kmcs9BxldimkcLsajyQ4PWJa1JSPeeFvEXE9
+\unrestrict fMFbsS8tibgHKP9Ar3l2SddbPceBQMXUqLJviFUS7Rifw95QeRnFYO6nurZsRj7
 
diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index 01b2f037240..3f78ad47130 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -28,7 +28,6 @@
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.dao.DataAccessException;
 import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
 import org.springframework.security.core.Authentication;
 import org.springframework.security.core.GrantedAuthority;
@@ -83,11 +82,8 @@ public void loadGovernmentBodyDataIfEmpty() {
 			} else {
 				LOGGER.info("Government body data already exists ({} records), skipping load", existingData.size());
 			}
-		} catch (final DataAccessException e) {
-			LOGGER.error("Database error while loading government body data", e);
-			throw e; // Re-throw to prevent application startup with incomplete data
 		} catch (final Exception e) {
-			LOGGER.error("Unexpected error while loading government body data", e);
+			LOGGER.error("Failed to load government body data - application startup aborted", e);
 			throw new RuntimeException("Failed to initialize government body data", e);
 		} finally {
 			clearAuthentication();
diff --git a/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java b/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
index 7ed24bc4f68..e8a5ca9db71 100644
--- a/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
+++ b/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
@@ -20,6 +20,8 @@
 
 import static org.junit.Assert.assertNotNull;
 import static org.junit.Assert.assertTrue;
+import static org.mockito.Mockito.never;
+import static org.mockito.Mockito.verify;
 import static org.mockito.Mockito.when;
 
 import java.util.ArrayList;
@@ -27,6 +29,7 @@
 import java.util.List;
 import java.util.Map;
 
+import org.junit.Before;
 import org.junit.Test;
 import org.mockito.Mock;
 import org.mockito.MockitoAnnotations;
@@ -53,6 +56,14 @@ public final class GovernmentBodyDataLoaderServiceITest extends AbstractServiceF
 	@Mock
 	private EsvApi mockEsvApi;
 
+	/**
+	 * Sets up mocks before each test.
+	 */
+	@Before
+	public void setUp() {
+		MockitoAnnotations.openMocks(this);
+	}
+
 	/**
 	 * Test load government body data if empty successfully loads data.
 	 */
@@ -69,24 +80,23 @@ public void testLoadGovernmentBodyDataIfEmptySuccessfullyLoadsData() {
 			}
 		}
 
-		// Initialize mocks
-		MockitoAnnotations.openMocks(this);
-
-		// Create mock data
+		// Create mock data using constructor (GovernmentBodyAnnualSummary is immutable)
 		final Map<Integer, List<GovernmentBodyAnnualSummary>> mockData = new HashMap<>();
 		final List<GovernmentBodyAnnualSummary> summaries = new ArrayList<>();
 		
-		final GovernmentBodyAnnualSummary summary = new GovernmentBodyAnnualSummary();
-		summary.setName("Test Government Body");
-		summary.setConsecutiveNumber(1);
-		summary.setGovermentBodyId("TEST001");
-		summary.setmCode("TEST");
-		summary.setMinistry("Test Ministry");
-		summary.setOrgNumber("123456-7890");
-		summary.setHeadCount(100);
-		summary.setAnnualWorkHeadCount(95);
-		summary.setVat("Ja");
-		summary.setComment("Test comment");
+		final GovernmentBodyAnnualSummary summary = new GovernmentBodyAnnualSummary(
+			2023,
+			"Test Government Body",
+			1,
+			"TEST001",
+			"TEST",
+			"Test Ministry",
+			"123456-7890",
+			100,
+			95,
+			"Ja",
+			"Test comment"
+		);
 		
 		summaries.add(summary);
 		mockData.put(2023, summaries);
@@ -138,15 +148,23 @@ public void testLoadGovernmentBodyDataIfEmptySkipsWhenDataExists() {
 		// Get count before load attempt
 		final int countBefore = governmentBodyDataDAO.getAll().size();
 
-		// Initialize mocks
-		MockitoAnnotations.openMocks(this);
-
 		// Create mock data that should NOT be loaded
 		final Map<Integer, List<GovernmentBodyAnnualSummary>> mockData = new HashMap<>();
 		final List<GovernmentBodyAnnualSummary> summaries = new ArrayList<>();
 		
-		final GovernmentBodyAnnualSummary summary = new GovernmentBodyAnnualSummary();
-		summary.setName("Should Not Be Loaded");
+		final GovernmentBodyAnnualSummary summary = new GovernmentBodyAnnualSummary(
+			2024,
+			"Should Not Be Loaded",
+			1,
+			"SKIP001",
+			"SKIP",
+			"Skip Ministry",
+			"888888-8888",
+			10,
+			9,
+			"Nej",
+			"Should not be loaded"
+		);
 		summaries.add(summary);
 		mockData.put(2024, summaries);
 
@@ -160,5 +178,8 @@ public void testLoadGovernmentBodyDataIfEmptySkipsWhenDataExists() {
 		final int countAfter = governmentBodyDataDAO.getAll().size();
 		assertTrue("Expect data count to remain the same when table is not empty", 
 			countAfter == countBefore);
+		
+		// Verify mock was never called since table was not empty
+		verify(mockEsvApi, never()).getData();
 	}
 }

From fa596391312e4d3c49c7fbe5ae01d5ae36df8b98 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 17:07:45 +0000
Subject: [PATCH 09/15] Fix startup error when government_body_data table
 doesn't exist yet

- Added inner try-catch around governmentBodyDataDAO.getAll() call
- Treats table query failure (e.g., table doesn't exist) as empty table
- Prevents startup crash when Liquibase hasn't run yet
- Logs debug message when table cannot be queried
- Allows application to continue starting up normally

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../cia/service/impl/GovernmentBodyDataLoaderService.java | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index 3f78ad47130..b6da39be9b7 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -73,7 +73,13 @@ public void loadGovernmentBodyDataIfEmpty() {
 		try {
 			configureAuthentication("ROLE_ADMIN");
 			
-			final List<GovernmentBodyData> existingData = governmentBodyDataDAO.getAll();
+			List<GovernmentBodyData> existingData = null;
+			try {
+				existingData = governmentBodyDataDAO.getAll();
+			} catch (final Exception tableException) {
+				// Table may not exist yet (Liquibase hasn't run) - treat as empty
+				LOGGER.debug("Cannot query government_body_data table (may not exist yet): {}", tableException.getMessage());
+			}
 			
 			if (existingData == null || existingData.isEmpty()) {
 				LOGGER.info("Government body data table is empty, loading data from ESV...");

From 49bb8651cd31c36b56fe648ee31d7998b4b75a28 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 17:21:33 +0000
Subject: [PATCH 10/15] Remove inner try-catch for table query - Liquibase runs
 before @PostConstruct

- Removed inner try-catch around governmentBodyDataDAO.getAll()
- Liquibase creates tables before @PostConstruct methods execute
- Table should exist when method runs
- Proper error handling with outer catch for real failures
- Cleaner code without unnecessary exception handling
- Build SUCCESS

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../cia/service/impl/GovernmentBodyDataLoaderService.java | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index b6da39be9b7..3f78ad47130 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -73,13 +73,7 @@ public void loadGovernmentBodyDataIfEmpty() {
 		try {
 			configureAuthentication("ROLE_ADMIN");
 			
-			List<GovernmentBodyData> existingData = null;
-			try {
-				existingData = governmentBodyDataDAO.getAll();
-			} catch (final Exception tableException) {
-				// Table may not exist yet (Liquibase hasn't run) - treat as empty
-				LOGGER.debug("Cannot query government_body_data table (may not exist yet): {}", tableException.getMessage());
-			}
+			final List<GovernmentBodyData> existingData = governmentBodyDataDAO.getAll();
 			
 			if (existingData == null || existingData.isEmpty()) {
 				LOGGER.info("Government body data table is empty, loading data from ESV...");

From caf5c559087f1f5f799f1a7a370759c1c22a52e6 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 17:46:03 +0000
Subject: [PATCH 11/15] Fix database entity not recognized: Add
 GovernmentBodyData to main persistence.xml

- Added GovernmentBodyData entity to service.data.impl persistence.xml
- Entity was only registered in model.internal.application.user.impl persistence.xml
- Hibernate now recognizes the entity and can perform queries
- Fixed "Not an entity" error that prevented application startup
- Build SUCCESS
- Ready for startup testing

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 service.data.impl/src/main/resources/META-INF/persistence.xml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/service.data.impl/src/main/resources/META-INF/persistence.xml b/service.data.impl/src/main/resources/META-INF/persistence.xml
index d9712073ea2..d9fe57cc99e 100644
--- a/service.data.impl/src/main/resources/META-INF/persistence.xml
+++ b/service.data.impl/src/main/resources/META-INF/persistence.xml
@@ -100,6 +100,9 @@
 		<class>com.hack23.cia.model.internal.application.data.ministry.impl.ViewRiksdagenGovermentRolesEmbeddedId</class>
 		<class>com.hack23.cia.model.internal.application.data.ministry.impl.ViewRiksdagenGovermentProposals</class>
 
+		<!-- V1.54 Government Body Data -->
+		<class>com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData</class>
+
 		<!-- V2.0 Missing OSINT Framework Views - Phase 2 HIGH PRIORITY -->
 		<class>com.hack23.cia.model.internal.application.data.ministry.impl.ViewMinistryEffectivenessTrends</class>
 		<class>com.hack23.cia.model.internal.application.data.ministry.impl.ViewMinistryProductivityMatrix</class>

From 203828c8c680fd264b9651654b252e0e3129b690 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 18:45:55 +0000
Subject: [PATCH 12/15] Fix transaction issue: Use @EventListener instead of
 @PostConstruct for proper transaction support

- Changed from @PostConstruct to @EventListener(ContextRefreshedEvent)
- Ensures transaction manager is fully initialized before data loading
- Removed Propagation.REQUIRED (defaults to REQUIRED anyway)
- Updated method signature to accept ContextRefreshedEvent parameter
- Updated tests to pass mock ContextRefreshedEvent
- Build and test compilation: SUCCESS
- Fixes "No transactional EntityManager available" error at startup

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../impl/GovernmentBodyDataLoaderService.java      | 14 ++++++++------
 .../impl/GovernmentBodyDataLoaderServiceITest.java | 10 +++++++---
 2 files changed, 15 insertions(+), 9 deletions(-)

diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index 3f78ad47130..cfff08f3951 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -23,18 +23,17 @@
 import java.util.List;
 import java.util.Map;
 
-import javax.annotation.PostConstruct;
-
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.context.event.ContextRefreshedEvent;
+import org.springframework.context.event.EventListener;
 import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
 import org.springframework.security.core.Authentication;
 import org.springframework.security.core.GrantedAuthority;
 import org.springframework.security.core.authority.AuthorityUtils;
 import org.springframework.security.core.context.SecurityContextHolder;
 import org.springframework.stereotype.Component;
-import org.springframework.transaction.annotation.Propagation;
 import org.springframework.transaction.annotation.Transactional;
 
 import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
@@ -66,10 +65,13 @@ public GovernmentBodyDataLoaderService() {
 
 	/**
 	 * Load government body data at startup if table is empty.
+	 * Uses EventListener with ContextRefreshedEvent to ensure transaction manager is fully initialized.
+	 *
+	 * @param event the context refreshed event
 	 */
-	@PostConstruct
-	@Transactional(propagation = Propagation.REQUIRED)
-	public void loadGovernmentBodyDataIfEmpty() {
+	@EventListener
+	@Transactional
+	public void loadGovernmentBodyDataIfEmpty(final ContextRefreshedEvent event) {
 		try {
 			configureAuthentication("ROLE_ADMIN");
 			
diff --git a/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java b/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
index e8a5ca9db71..5cd07ffa1be 100644
--- a/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
+++ b/service.impl/src/test/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceITest.java
@@ -20,6 +20,7 @@
 
 import static org.junit.Assert.assertNotNull;
 import static org.junit.Assert.assertTrue;
+import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.never;
 import static org.mockito.Mockito.verify;
 import static org.mockito.Mockito.when;
@@ -34,6 +35,7 @@
 import org.mockito.Mock;
 import org.mockito.MockitoAnnotations;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.context.event.ContextRefreshedEvent;
 import org.springframework.test.util.ReflectionTestUtils;
 
 import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
@@ -107,8 +109,9 @@ public void testLoadGovernmentBodyDataIfEmptySuccessfullyLoadsData() {
 		// Replace real EsvApi with mock
 		ReflectionTestUtils.setField(loaderService, "esvApi", mockEsvApi);
 
-		// Execute load
-		loaderService.loadGovernmentBodyDataIfEmpty();
+		// Execute load with mock event
+		final ContextRefreshedEvent mockEvent = mock(ContextRefreshedEvent.class);
+		loaderService.loadGovernmentBodyDataIfEmpty(mockEvent);
 
 		// Verify data was loaded
 		final List<GovernmentBodyData> loadedData = governmentBodyDataDAO.getAll();
@@ -172,7 +175,8 @@ public void testLoadGovernmentBodyDataIfEmptySkipsWhenDataExists() {
 		ReflectionTestUtils.setField(loaderService, "esvApi", mockEsvApi);
 
 		// Execute load - should skip
-		loaderService.loadGovernmentBodyDataIfEmpty();
+		final ContextRefreshedEvent mockEvent = mock(ContextRefreshedEvent.class);
+		loaderService.loadGovernmentBodyDataIfEmpty(mockEvent);
 
 		// Verify no new data was added
 		final int countAfter = governmentBodyDataDAO.getAll().size();

From 90c1f2dfc9ad58fb3e7d74f0a6e2fa2660c5fda7 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 20:24:15 +0000
Subject: [PATCH 13/15] Add GovernmentBodyDataLoaderService interface following
 codebase patterns

- Created GovernmentBodyDataLoaderService interface in service.impl package
- Renamed implementation to GovernmentBodyDataLoaderServiceImpl
- Follows codebase pattern: all services have interface + implementation
- Uses @EventListener with ContextRefreshedEvent for proper transaction support
- Updated test to use interface type and implementation
- Build SUCCESS (26.8s)
- Test compilation SUCCESS
- Fixes "Not found in any interface" error

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../impl/GovernmentBodyDataLoaderService.java | 136 ++-------------
 .../GovernmentBodyDataLoaderServiceImpl.java  | 156 ++++++++++++++++++
 2 files changed, 167 insertions(+), 125 deletions(-)
 create mode 100644 service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceImpl.java

diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index cfff08f3951..ee90802c171 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -15,141 +15,27 @@
  *
  *	$Id$
  *  $HeadURL$
- */
+*/
 package com.hack23.cia.service.impl;
 
-import java.util.ArrayList;
-import java.util.Collection;
-import java.util.List;
-import java.util.Map;
-
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.context.event.ContextRefreshedEvent;
-import org.springframework.context.event.EventListener;
-import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
-import org.springframework.security.core.Authentication;
-import org.springframework.security.core.GrantedAuthority;
-import org.springframework.security.core.authority.AuthorityUtils;
-import org.springframework.security.core.context.SecurityContextHolder;
-import org.springframework.stereotype.Component;
-import org.springframework.transaction.annotation.Transactional;
-
-import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
-import com.hack23.cia.service.data.api.GovernmentBodyDataDAO;
-import com.hack23.cia.service.external.esv.api.EsvApi;
-import com.hack23.cia.service.external.esv.api.GovernmentBodyAnnualSummary;
 
 /**
- * The Class GovernmentBodyDataLoaderService.
- * Loads government body data from ESV at application startup if not already loaded.
+ * The Interface GovernmentBodyDataLoaderService.
+ * 
+ * Service responsible for loading government body data from ESV at application startup.
  */
-@Component
-public class GovernmentBodyDataLoaderService {
-
-	private static final Logger LOGGER = LoggerFactory.getLogger(GovernmentBodyDataLoaderService.class);
-
-	@Autowired
-	private GovernmentBodyDataDAO governmentBodyDataDAO;
-
-	@Autowired
-	private EsvApi esvApi;
+@FunctionalInterface
+public interface GovernmentBodyDataLoaderService {
 
 	/**
-	 * Instantiates a new government body data loader service.
-	 */
-	public GovernmentBodyDataLoaderService() {
-		super();
-	}
-
-	/**
-	 * Load government body data at startup if table is empty.
-	 * Uses EventListener with ContextRefreshedEvent to ensure transaction manager is fully initialized.
+	 * Load government body data if empty.
+	 * 
+	 * Automatically invoked when Spring context is refreshed.
+	 * Checks if government_body_data table is empty and loads data from ESV if needed.
 	 *
 	 * @param event the context refreshed event
 	 */
-	@EventListener
-	@Transactional
-	public void loadGovernmentBodyDataIfEmpty(final ContextRefreshedEvent event) {
-		try {
-			configureAuthentication("ROLE_ADMIN");
-			
-			final List<GovernmentBodyData> existingData = governmentBodyDataDAO.getAll();
-			
-			if (existingData == null || existingData.isEmpty()) {
-				LOGGER.info("Government body data table is empty, loading data from ESV...");
-				loadDataFromEsv();
-				LOGGER.info("Government body data loaded successfully");
-			} else {
-				LOGGER.info("Government body data already exists ({} records), skipping load", existingData.size());
-			}
-		} catch (final Exception e) {
-			LOGGER.error("Failed to load government body data - application startup aborted", e);
-			throw new RuntimeException("Failed to initialize government body data", e);
-		} finally {
-			clearAuthentication();
-		}
-	}
-
-	/**
-	 * Load data from ESV API using batch processing for efficiency.
-	 */
-	private void loadDataFromEsv() {
-		final Map<Integer, List<GovernmentBodyAnnualSummary>> data = esvApi.getData();
-		
-		final List<GovernmentBodyData> entitiesToPersist = new ArrayList<>();
-		int recordCount = 0;
-		
-		for (final Map.Entry<Integer, List<GovernmentBodyAnnualSummary>> entry : data.entrySet()) {
-			final Integer year = entry.getKey();
-			final List<GovernmentBodyAnnualSummary> summaries = entry.getValue();
-			
-			for (final GovernmentBodyAnnualSummary summary : summaries) {
-				final GovernmentBodyData entity = new GovernmentBodyData(
-					year,
-					summary.getName(),
-					summary.getConsecutiveNumber(),
-					summary.getGovermentBodyId(),
-					summary.getmCode(),
-					summary.getMinistry(),
-					summary.getOrgNumber(),
-					summary.getHeadCount(),
-					summary.getAnnualWorkHeadCount(),
-					summary.getVat(),
-					summary.getComment()
-				);
-				
-				entitiesToPersist.add(entity);
-				recordCount++;
-			}
-		}
-		
-		// Use batch persist for better performance
-		if (!entitiesToPersist.isEmpty()) {
-			governmentBodyDataDAO.persist(entitiesToPersist);
-			LOGGER.info("Loaded {} government body records from ESV", recordCount);
-		} else {
-			LOGGER.warn("No government body records found in ESV data");
-		}
-	}
-
-	/**
-	 * Clear authentication.
-	 */
-	private static void clearAuthentication() {
-		SecurityContextHolder.getContext().setAuthentication(null);
-	}
-
-	/**
-	 * Configure authentication.
-	 *
-	 * @param role the role
-	 */
-	private static void configureAuthentication(final String role) {
-		final Collection<GrantedAuthority> authorities = AuthorityUtils.createAuthorityList(role);
-		final Authentication authentication = new UsernamePasswordAuthenticationToken("service.impl.GovernmentBodyDataLoaderService", "n/a", authorities);
-		SecurityContextHolder.getContext().setAuthentication(authentication);
-	}
+	void loadGovernmentBodyDataIfEmpty(ContextRefreshedEvent event);
 
 }
diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceImpl.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceImpl.java
new file mode 100644
index 00000000000..81eb88577e2
--- /dev/null
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderServiceImpl.java
@@ -0,0 +1,156 @@
+/*
+ * Copyright 2010-2025 James Pether Sörling
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ *	$Id$
+ *  $HeadURL$
+ */
+package com.hack23.cia.service.impl;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.context.event.ContextRefreshedEvent;
+import org.springframework.context.event.EventListener;
+import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
+import org.springframework.security.core.Authentication;
+import org.springframework.security.core.GrantedAuthority;
+import org.springframework.security.core.authority.AuthorityUtils;
+import org.springframework.security.core.context.SecurityContextHolder;
+import org.springframework.stereotype.Component;
+import org.springframework.transaction.annotation.Transactional;
+
+import com.hack23.cia.model.internal.application.data.ministry.impl.GovernmentBodyData;
+import com.hack23.cia.service.data.api.GovernmentBodyDataDAO;
+import com.hack23.cia.service.external.esv.api.EsvApi;
+import com.hack23.cia.service.external.esv.api.GovernmentBodyAnnualSummary;
+
+/**
+ * The Class GovernmentBodyDataLoaderServiceImpl.
+ * Loads government body data from ESV at application startup if not already loaded.
+ */
+@Component
+public final class GovernmentBodyDataLoaderServiceImpl implements GovernmentBodyDataLoaderService {
+
+	private static final Logger LOGGER = LoggerFactory.getLogger(GovernmentBodyDataLoaderServiceImpl.class);
+
+	@Autowired
+	private GovernmentBodyDataDAO governmentBodyDataDAO;
+
+	@Autowired
+	private EsvApi esvApi;
+
+	/**
+	 * Instantiates a new government body data loader service impl.
+	 */
+	public GovernmentBodyDataLoaderServiceImpl() {
+		super();
+	}
+
+	/**
+	 * Load government body data at startup if table is empty.
+	 * Uses EventListener with ContextRefreshedEvent to ensure transaction manager is fully initialized.
+	 *
+	 * @param event the context refreshed event
+	 */
+	@Override
+	@EventListener
+	@Transactional
+	public void loadGovernmentBodyDataIfEmpty(final ContextRefreshedEvent event) {
+		try {
+			configureAuthentication("ROLE_ADMIN");
+			
+			final List<GovernmentBodyData> existingData = governmentBodyDataDAO.getAll();
+			
+			if (existingData == null || existingData.isEmpty()) {
+				LOGGER.info("Government body data table is empty, loading data from ESV...");
+				loadDataFromEsv();
+				LOGGER.info("Government body data loaded successfully");
+			} else {
+				LOGGER.info("Government body data already exists ({} records), skipping load", existingData.size());
+			}
+		} catch (final Exception e) {
+			LOGGER.error("Failed to load government body data - application startup aborted", e);
+			throw new RuntimeException("Failed to initialize government body data", e);
+		} finally {
+			clearAuthentication();
+		}
+	}
+
+	/**
+	 * Load data from ESV API using batch processing for efficiency.
+	 */
+	private void loadDataFromEsv() {
+		final Map<Integer, List<GovernmentBodyAnnualSummary>> data = esvApi.getData();
+		
+		final List<GovernmentBodyData> entitiesToPersist = new ArrayList<>();
+		int recordCount = 0;
+		
+		for (final Map.Entry<Integer, List<GovernmentBodyAnnualSummary>> entry : data.entrySet()) {
+			final Integer year = entry.getKey();
+			final List<GovernmentBodyAnnualSummary> summaries = entry.getValue();
+			
+			for (final GovernmentBodyAnnualSummary summary : summaries) {
+				final GovernmentBodyData entity = new GovernmentBodyData(
+					year,
+					summary.getName(),
+					summary.getConsecutiveNumber(),
+					summary.getGovermentBodyId(),
+					summary.getmCode(),
+					summary.getMinistry(),
+					summary.getOrgNumber(),
+					summary.getHeadCount(),
+					summary.getAnnualWorkHeadCount(),
+					summary.getVat(),
+					summary.getComment()
+				);
+				
+				entitiesToPersist.add(entity);
+				recordCount++;
+			}
+		}
+		
+		// Use batch persist for better performance
+		if (!entitiesToPersist.isEmpty()) {
+			governmentBodyDataDAO.persist(entitiesToPersist);
+			LOGGER.info("Loaded {} government body records from ESV", recordCount);
+		} else {
+			LOGGER.warn("No government body records found in ESV data");
+		}
+	}
+
+	/**
+	 * Clear authentication.
+	 */
+	private static void clearAuthentication() {
+		SecurityContextHolder.getContext().setAuthentication(null);
+	}
+
+	/**
+	 * Configure authentication.
+	 *
+	 * @param role the role
+	 */
+	private static void configureAuthentication(final String role) {
+		final Collection<GrantedAuthority> authorities = AuthorityUtils.createAuthorityList(role);
+		final Authentication authentication = new UsernamePasswordAuthenticationToken("service.impl.GovernmentBodyDataLoaderService", "n/a", authorities);
+		SecurityContextHolder.getContext().setAuthentication(authentication);
+	}
+
+}

From fb216f1f2a9f4637c0faba5bd635e31a361056b3 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 21:23:17 +0000
Subject: [PATCH 14/15] Fix PR review comments: Remove @FunctionalInterface and
 index duplication

- Removed @FunctionalInterface annotation from GovernmentBodyDataLoaderService interface (not a lambda interface)
- Removed index definitions from @Table annotation in GovernmentBodyData entity
- Indexes are managed by Liquibase changelog to avoid duplication and potential inconsistencies
- Removed unused Index import
- Follows codebase pattern where JPA entities don't duplicate Liquibase schema definitions
- Build SUCCESS (16.8s)

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../data/ministry/impl/GovernmentBodyData.java           | 9 ++-------
 .../service/impl/GovernmentBodyDataLoaderService.java    | 1 -
 2 files changed, 2 insertions(+), 8 deletions(-)

diff --git a/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java b/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
index e36e5757f7e..302a435311a 100644
--- a/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
+++ b/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
@@ -26,7 +26,6 @@
 import javax.persistence.GenerationType;
 import javax.persistence.Id;
 import javax.persistence.Table;
-import javax.persistence.Index;
 
 import org.apache.commons.lang3.builder.EqualsBuilder;
 import org.apache.commons.lang3.builder.HashCodeBuilder;
@@ -37,14 +36,10 @@
  * The Class GovernmentBodyData.
  * Represents government body information from ESV (Swedish Financial Management Authority).
  * Data source: Myndighetsinformation.xls
+ * Indexes are managed by Liquibase changelog.
  */
 @Entity
-@Table(name = "government_body_data", indexes = {
-    @Index(name = "idx_gov_body_year", columnList = "year"),
-    @Index(name = "idx_gov_body_name", columnList = "name"),
-    @Index(name = "idx_gov_body_ministry", columnList = "ministry"),
-    @Index(name = "idx_gov_body_org_number", columnList = "org_number")
-})
+@Table(name = "government_body_data")
 public class GovernmentBodyData implements Serializable {
 
 	private static final long serialVersionUID = 1L;
diff --git a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
index ee90802c171..dfe62ab70a2 100644
--- a/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
+++ b/service.impl/src/main/java/com/hack23/cia/service/impl/GovernmentBodyDataLoaderService.java
@@ -25,7 +25,6 @@
  * 
  * Service responsible for loading government body data from ESV at application startup.
  */
-@FunctionalInterface
 public interface GovernmentBodyDataLoaderService {
 
 	/**

From af38c1fc6522a39d3a79c631c3a2b9c73f677235 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Fri, 16 Jan 2026 22:57:28 +0000
Subject: [PATCH 15/15] Fix JPA entity: Move annotations from fields to getters
 following codebase pattern

- Moved @Id, @GeneratedValue, and all @Column annotations from fields to getter methods
- This codebase uses property-based JPA access (annotations on getters), not field-based access
- Follows the same pattern as all other JPA entities (e.g., EncryptedValue, etc.)
- Fixes "No identifier specified for entity" error at startup
- Build SUCCESS
- Ready for startup testing

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../ministry/impl/GovernmentBodyData.java     | 39 +++++++------------
 1 file changed, 14 insertions(+), 25 deletions(-)

diff --git a/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java b/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
index 302a435311a..3a012ecde65 100644
--- a/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
+++ b/model.internal.application.user.impl/src/main/java/com/hack23/cia/model/internal/application/data/ministry/impl/GovernmentBodyData.java
@@ -44,42 +44,17 @@ public class GovernmentBodyData implements Serializable {
 
 	private static final long serialVersionUID = 1L;
 
-	@Id
-	@GeneratedValue(strategy = GenerationType.IDENTITY)
-	@Column(name = "id", nullable = false)
 	private Long id;
-
-	@Column(name = "year", nullable = false)
 	private Integer year;
-
-	@Column(name = "name", nullable = false, length = 500)
 	private String name;
-
-	@Column(name = "consecutive_number")
 	private Integer consecutiveNumber;
-
-	@Column(name = "government_body_id", length = 100)
 	private String governmentBodyId;
-
-	@Column(name = "m_code", length = 50)
 	private String mCode;
-
-	@Column(name = "ministry", length = 500)
 	private String ministry;
-
-	@Column(name = "org_number", length = 50)
 	private String orgNumber;
-
-	@Column(name = "head_count")
 	private Integer headCount;
-
-	@Column(name = "annual_work_head_count")
 	private Integer annualWorkHeadCount;
-
-	@Column(name = "vat", length = 50)
 	private String vat;
-
-	@Column(name = "comment", length = 1000)
 	private String comment;
 
 	/**
@@ -125,6 +100,9 @@ public GovernmentBodyData(final Integer year, final String name, final Integer c
 	 *
 	 * @return the id
 	 */
+	@Id
+	@GeneratedValue(strategy = GenerationType.IDENTITY)
+	@Column(name = "id", nullable = false)
 	public Long getId() {
 		return id;
 	}
@@ -143,6 +121,7 @@ public void setId(final Long id) {
 	 *
 	 * @return the year
 	 */
+	@Column(name = "year", nullable = false)
 	public Integer getYear() {
 		return year;
 	}
@@ -161,6 +140,7 @@ public void setYear(final Integer year) {
 	 *
 	 * @return the name
 	 */
+	@Column(name = "name", nullable = false, length = 500)
 	public String getName() {
 		return name;
 	}
@@ -179,6 +159,7 @@ public void setName(final String name) {
 	 *
 	 * @return the consecutive number
 	 */
+	@Column(name = "consecutive_number")
 	public Integer getConsecutiveNumber() {
 		return consecutiveNumber;
 	}
@@ -197,6 +178,7 @@ public void setConsecutiveNumber(final Integer consecutiveNumber) {
 	 *
 	 * @return the government body id
 	 */
+	@Column(name = "government_body_id", length = 100)
 	public String getGovernmentBodyId() {
 		return governmentBodyId;
 	}
@@ -215,6 +197,7 @@ public void setGovernmentBodyId(final String governmentBodyId) {
 	 *
 	 * @return the m code
 	 */
+	@Column(name = "m_code", length = 50)
 	public String getmCode() {
 		return mCode;
 	}
@@ -233,6 +216,7 @@ public void setmCode(final String mCode) {
 	 *
 	 * @return the ministry
 	 */
+	@Column(name = "ministry", length = 500)
 	public String getMinistry() {
 		return ministry;
 	}
@@ -251,6 +235,7 @@ public void setMinistry(final String ministry) {
 	 *
 	 * @return the org number
 	 */
+	@Column(name = "org_number", length = 50)
 	public String getOrgNumber() {
 		return orgNumber;
 	}
@@ -269,6 +254,7 @@ public void setOrgNumber(final String orgNumber) {
 	 *
 	 * @return the head count
 	 */
+	@Column(name = "head_count")
 	public Integer getHeadCount() {
 		return headCount;
 	}
@@ -287,6 +273,7 @@ public void setHeadCount(final Integer headCount) {
 	 *
 	 * @return the annual work head count
 	 */
+	@Column(name = "annual_work_head_count")
 	public Integer getAnnualWorkHeadCount() {
 		return annualWorkHeadCount;
 	}
@@ -305,6 +292,7 @@ public void setAnnualWorkHeadCount(final Integer annualWorkHeadCount) {
 	 *
 	 * @return the vat
 	 */
+	@Column(name = "vat", length = 50)
 	public String getVat() {
 		return vat;
 	}
@@ -323,6 +311,7 @@ public void setVat(final String vat) {
 	 *
 	 * @return the comment
 	 */
+	@Column(name = "comment", length = 1000)
 	public String getComment() {
 		return comment;
 	}