From 5ecb68e1d4858d308657155a1511d48506f4d1f0 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Mon, 21 Jun 2021 20:38:49 +0200
Subject: [PATCH 01/38] See next commit for commit information. Commited due to
 computer switch

---
 adapter/build.gradle                          |  5 ++-
 .../datasource/DatasourceManager.java         | 43 ++++++++++++++++--
 .../api/rest/v1/DatasourceEndpoint.java       |  1 +
 .../datasource/model/DataImport.java          | 16 ++++++-
 .../datasource/model/DatasourceMetadata.java  |  2 +-
 scheduler/src/api/http/adapter-client.ts      |  9 ++++
 scheduler/src/initializer.test.ts             |  3 +-
 scheduler/src/scheduling.test.ts              |  3 +-
 start.sh                                      |  3 ++
 ui/src/datasource/DatasourceCreate.vue        |  4 +-
 ui/src/datasource/DatasourceEdit.vue          |  2 -
 ui/src/datasource/DatasourceOverview.vue      | 44 +++++++++++++++++++
 ui/src/datasource/datasource.ts               |  7 +++
 ui/src/datasource/datasourceRest.ts           |  7 ++-
 ui/src/datasource/schemaSuggestionRest.ts     |  1 +
 15 files changed, 135 insertions(+), 15 deletions(-)
 create mode 100644 start.sh

diff --git a/adapter/build.gradle b/adapter/build.gradle
index fe46ff70f..d3f4b0a37 100644
--- a/adapter/build.gradle
+++ b/adapter/build.gradle
@@ -25,6 +25,7 @@ repositories {
 	mavenCentral()
 	maven { url 'https://repo.spring.io/snapshot' }
 	maven { url 'https://repo.spring.io/milestone' }
+	maven { url 'https://jitpack.io' }
 }
 
 test {
@@ -51,10 +52,12 @@ dependencies {
 	implementation 'com.fasterxml.jackson.dataformat:jackson-dataformat-xml'
 	implementation 'com.fasterxml.jackson.dataformat:jackson-dataformat-csv'
 	implementation 'org.postgresql:postgresql'
-
+	implementation 'org.json:json:20210307'
+	implementation 'com.github.everit-org.json-schema:org.everit.json.schema:1.12.3'
 	implementation 'com.vladmihalcea:hibernate-types-52:2.10.2'
 
 	testImplementation('org.springframework.boot:spring-boot-starter-test') {
 		exclude group: 'org.junit.vintage', module: 'junit-vintage-engine'
 	}
+
 }
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index 70b730fc6..507bc9a26 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -14,11 +14,19 @@
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
+import org.everit.json.schema.Schema;
+import org.everit.json.schema.loader.SchemaLoader;
+import org.everit.json.schema.ValidationException;
+import org.json.JSONObject;
+import org.json.JSONTokener;
+
 import java.io.IOException;
 import java.util.Collection;
 import java.util.Date;
 import java.util.stream.StreamSupport;
 
+import javax.sql.DataSource;
+
 @Slf4j
 @Service
 @AllArgsConstructor
@@ -71,6 +79,16 @@ public void deleteAllDatasources() {
     StreamSupport.stream(allDatasourceConfigs.spliterator(), true).forEach(amqpPublisher::publishDeletion);
   }
 
+  public void validate(Long id) throws DatasourceNotFoundException, AdapterException, IOException, ValidationException {
+    Datasource datasource = getDatasource(id);
+    DataImport dataImport = getLatestDataImportForDatasource(id);
+    JSONObject rawSchema = (JSONObject) datasource.getSchema();
+    Schema schema = SchemaLoader.load(rawSchema);
+
+    JSONObject validationData = new JSONObject(dataImport.getData());
+    schema.validate(validationData);
+  }
+
   public DataImport.MetaData trigger(Long id, RuntimeParameters runtimeParameters) throws DatasourceNotFoundException, AdapterException, IOException {
     try {
       return executeImport(id, runtimeParameters);
@@ -101,13 +119,30 @@ DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
       throws DatasourceNotFoundException, ImporterParameterException, InterpreterParameterException, IOException {
     Datasource datasource = getDatasource(id);
     AdapterConfig adapterConfig = datasource.toAdapterConfig(runtimeParameters);
-    DataImportResponse executionResult = adapter.executeJob(adapterConfig);
-    DataImport dataImport = new DataImport(datasource, executionResult.getData());
+    try {
+      DataImportResponse executionResult = adapter.executeJob(adapterConfig);
 
-    DataImport savedDataImport = dataImportRepository.save(dataImport);
+      if (datasource.getSchema() != null) {
+        validate(id);
+      }
+
+      DataImport dataImport = new DataImport(datasource, executionResult.getData());
+
+      DataImport savedDataImport = dataImportRepository.save(dataImport);
 
-    amqpPublisher.publishImportSuccess(id, savedDataImport.getData());
+      amqpPublisher.publishImportSuccess(id, savedDataImport.getData());
+      return savedDataImport.getMetaData();
+    } catch (ValidationException e) {
+      return handleImportException(id, datasource, "WARNING", e);
+    } catch (Exception e) {
+      return handleImportException(id, datasource, "FAILED", e);
+    }   
+  }
 
+  DataImport.MetaData handleImportException(Long id, Datasource datasource, String healthStatus, Exception e) {
+    DataImport dataImport = new DataImport(datasource, null, healthStatus);
+    DataImport savedDataImport = dataImportRepository.save(dataImport);
+    publishImportFailure(id, e);
     return savedDataImport.getMetaData();
   }
 
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java
index 5b55783e1..dcacdbee3 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java
@@ -2,6 +2,7 @@
 
 import lombok.AllArgsConstructor;
 
+import org.jvalue.ods.adapterservice.adapter.interpreter.JsonInterpreter;
 import org.jvalue.ods.adapterservice.adapter.model.exceptions.AdapterException;
 import org.jvalue.ods.adapterservice.datasource.DatasourceManager;
 import org.jvalue.ods.adapterservice.datasource.model.*;
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index d3cb8d61a..0307edaa0 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -23,6 +23,8 @@ public class DataImport {
   
   private Date timestamp;
 
+  private String health;
+
   @ManyToOne(fetch = FetchType.EAGER)
   @JoinColumn(name="datasource_id")
   @JsonIgnore
@@ -31,6 +33,14 @@ public class DataImport {
   public DataImport(Datasource datasource, String data) {
     this.datasource = datasource;
     this.data = data.getBytes(StandardCharsets.UTF_8);
+    this.health = "OK";
+    this.timestamp = new Date();
+  }
+
+  public DataImport(Datasource datasource, String data, String health) {
+    this.datasource = datasource;
+    this.data = data.getBytes(StandardCharsets.UTF_8);
+    this.health = health;
     this.timestamp = new Date();
   }
 
@@ -40,7 +50,7 @@ public String getData() {
 
   @JsonIgnore
   public MetaData getMetaData() {
-    return new MetaData(this.id, this.timestamp, this.datasource);
+    return new MetaData(this.id, this.timestamp, this.health, this.datasource);
   }
 
   // json representation without the actual data (for import list)
@@ -51,6 +61,10 @@ public static class MetaData {
 
     @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", locale = "UTC")
     private final Date timestamp;
+
+    @JsonIgnore
+    private final String health;
+
     @JsonIgnore
     private final Datasource datasource;
 
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceMetadata.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceMetadata.java
index 80524e596..5f571f49f 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceMetadata.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceMetadata.java
@@ -1,4 +1,4 @@
-package org.jvalue.ods.adapterservice.datasource.model;
+ package org.jvalue.ods.adapterservice.datasource.model;
 
 import com.fasterxml.jackson.annotation.JsonCreator;
 import com.fasterxml.jackson.annotation.JsonFormat;
diff --git a/scheduler/src/api/http/adapter-client.ts b/scheduler/src/api/http/adapter-client.ts
index 95a1d3b1a..6074f7451 100644
--- a/scheduler/src/api/http/adapter-client.ts
+++ b/scheduler/src/api/http/adapter-client.ts
@@ -14,6 +14,15 @@ export async function getAllDatasources (): Promise<DatasourceConfig[]> {
   return response.data
 }
 
+export async function getDatasourceById (datasourceId: number): Promise<DatasourceConfig> {
+  const response = await http.get(`/datasources/${datasourceId}`)
+  return response.data
+}
+
+export async function updateDatasource (datasourceId: number, datasource: DatasourceConfig): Promise<void> {
+  return await http.put(`/datasources/${datasourceId}`, datasource)
+}
+
 export async function triggerDatasource (datasourceId: number): Promise<void> {
   return await http.post(`/datasources/${datasourceId}/trigger`)
 }
diff --git a/scheduler/src/initializer.test.ts b/scheduler/src/initializer.test.ts
index da06f281c..1af645641 100644
--- a/scheduler/src/initializer.test.ts
+++ b/scheduler/src/initializer.test.ts
@@ -32,7 +32,8 @@ describe('Scheduler initializer', () => {
         periodic: false,
         firstExecution: new Date(),
         interval: 60000
-      }
+      },
+      health: ''
     }
     mockedGetAllDatasources.mockResolvedValue([config])
 
diff --git a/scheduler/src/scheduling.test.ts b/scheduler/src/scheduling.test.ts
index bc5b4cc44..0c06e6895 100644
--- a/scheduler/src/scheduling.test.ts
+++ b/scheduler/src/scheduling.test.ts
@@ -214,6 +214,7 @@ function generateConfig (periodic: boolean, firstExecution: Date, interval: numb
       periodic: periodic,
       firstExecution: firstExecution,
       interval: interval
-    }
+    },
+    health: 'WANRNING'
   }
 }
diff --git a/start.sh b/start.sh
new file mode 100644
index 000000000..f4963a437
--- /dev/null
+++ b/start.sh
@@ -0,0 +1,3 @@
+#!/bin/sh
+
+docker-compose -f ./docker-compose.yml -f ./../schema-recommendation/docker-compose.yml up
\ No newline at end of file
diff --git a/ui/src/datasource/DatasourceCreate.vue b/ui/src/datasource/DatasourceCreate.vue
index c26c17825..d79156657 100644
--- a/ui/src/datasource/DatasourceCreate.vue
+++ b/ui/src/datasource/DatasourceCreate.vue
@@ -67,9 +67,7 @@ export default class DatasourceCreate extends Vue {
       type: 'JSON',
       parameters: {}
     },
-    schema: {
-      a: 1
-    },
+    schema: {},
     metadata: {
       author: '',
       license: '',
diff --git a/ui/src/datasource/DatasourceEdit.vue b/ui/src/datasource/DatasourceEdit.vue
index 0c17ec7ae..e3e4bd0db 100644
--- a/ui/src/datasource/DatasourceEdit.vue
+++ b/ui/src/datasource/DatasourceEdit.vue
@@ -68,8 +68,6 @@ export default class DatasourceEdit extends Vue {
     if (this.datasource === null) {
       return
     }
-
-    await DatasourceREST.updateDatasource(this.datasource)
     this.routeToOverview()
   }
 
diff --git a/ui/src/datasource/DatasourceOverview.vue b/ui/src/datasource/DatasourceOverview.vue
index cb2543e07..ceefa89b6 100644
--- a/ui/src/datasource/DatasourceOverview.vue
+++ b/ui/src/datasource/DatasourceOverview.vue
@@ -97,6 +97,16 @@
         </v-tooltip>
       </template>
 
+      <template #[`item.health`]="{ item }">
+        <v-icon
+          v-bind="attrs"
+          small
+          :color="getHealthColor(item.id)"
+        >
+          {{ getHealthIcon(item.id) }}
+        </v-icon>
+      </template>
+
       <template #expanded-item="{ headers, item }">
         <td
           class="pa-2"
@@ -119,6 +129,7 @@ import * as DatasourceREST from './datasourceRest'
 export default class DatsourceOverview extends Vue {
   private isLoadingDatasources = false
   private datasources: Datasource[] = []
+  
 
   private headers = [
     { text: 'Id', value: 'id' },
@@ -127,6 +138,7 @@ export default class DatsourceOverview extends Vue {
     { text: 'Location (URL)', value: 'protocol.parameters.location', sortable: false },
     { text: 'Periodic', value: 'trigger.periodic', sortable: false },
     { text: 'Actions', value: 'action', sortable: false },
+    { text: '', value: 'health'},
     { text: '', value: 'data-table-expand' },
   ]
   
@@ -136,6 +148,38 @@ export default class DatsourceOverview extends Vue {
     this.loadDataSources().catch(error => console.error('Failed to load datasource', error))
   }
 
+  private async getHealthIcon (id: number): Promise<string> {
+    const dataImport = await DatasourceREST.getLatestDataimport(id)
+    const status = dataImport.health
+    let healthIcon = ''
+
+    if (status === 'OK') {
+      healthIcon = 'mdi-water'
+    } else if (status === 'WARNING') {
+      healthIcon = 'mdi-water'
+    } else {
+      healthIcon = 'mdi-water'
+    }
+
+    return healthIcon
+  }
+
+  private async getHealthColor (id: number): Promise<string> {
+    const dataImport = await DatasourceREST.getLatestDataimport(id)
+    const status = dataImport.health
+    let healthColor = ''
+
+    if (status === 'OK') {
+      healthColor = 'success'
+    } else if (status === 'WARNING') {
+      healthColor = 'orange'
+    } else {
+      healthColor = 'red'
+    }
+
+    return healthColor
+  }
+
   private onCreate (): void {
     this.$router
       .push({ name: 'datasource-new' })
diff --git a/ui/src/datasource/datasource.ts b/ui/src/datasource/datasource.ts
index 0b33685b9..d1e8bd861 100644
--- a/ui/src/datasource/datasource.ts
+++ b/ui/src/datasource/datasource.ts
@@ -13,6 +13,13 @@ export default interface Datasource {
   trigger: Trigger
 }
 
+export interface DataimportMetaData {
+  id: number
+  health: string
+  timestamp: string
+  datasource: Datasource
+}
+
 export interface DatasourceMetaData {
   displayName: string
   description: string
diff --git a/ui/src/datasource/datasourceRest.ts b/ui/src/datasource/datasourceRest.ts
index 61f430d6f..c5a4af8a2 100644
--- a/ui/src/datasource/datasourceRest.ts
+++ b/ui/src/datasource/datasourceRest.ts
@@ -1,5 +1,5 @@
 import axios, { AxiosResponse } from 'axios'
-import Datasource, { Data, DataLocation } from './datasource'
+import Datasource, { Data, DataLocation, DataimportMetaData } from './datasource'
 import { ADAPTER_SERVICE_URL } from '@/env'
 
 /**
@@ -56,3 +56,8 @@ export async function getDatasourceData (id: number): Promise<Data> {
   const dataResponse = await http.get<string>(location)
   return JSON.parse(dataResponse.data)
 }
+
+export async function getLatestDataimport (id: number): Promise<DataimportMetaData> {
+  const response = await http.get<DataimportMetaData>(`/datasources/${id}/imports/latest`)
+  return response.data
+}
diff --git a/ui/src/datasource/schemaSuggestionRest.ts b/ui/src/datasource/schemaSuggestionRest.ts
index 37c4d5460..33b8542ef 100644
--- a/ui/src/datasource/schemaSuggestionRest.ts
+++ b/ui/src/datasource/schemaSuggestionRest.ts
@@ -21,5 +21,6 @@ export async function getIsAlive (): Promise<string> {
 
 export async function getSchema (schema: string, precision: string): Promise<object> {
   const response = await httpSchema.post<string>('/suggestion', { data: schema, precision: precision })
+  console.log(response.data)
   return JSON.parse(response.data)
 }

From b589d52f64b21c605cd9663e6bab77b0401fa00b Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Tue, 22 Jun 2021 02:08:45 +0200
Subject: [PATCH 02/38] removed imports. Added jsonschema validator to adapter.
 Healthcheck is also integrated into ui and is able to communicate with
 adapter. Currently buildable but not runable on my dev enviorment

---
 adapter/build.gradle                          |  2 +-
 .../datasource/DatasourceManager.java         | 54 +++++++++++--------
 .../adapterservice/datasource/TestHelper.java |  4 +-
 .../datasource/model/DataImportTest.java      |  2 +-
 .../datasource/model/DatasourceConfig.json    |  6 ++-
 .../datasource/model/DatasourceTest.java      |  2 -
 scheduler/src/api/http/adapter-client.ts      |  9 ----
 scheduler/src/initializer.test.ts             |  3 +-
 scheduler/src/scheduling.test.ts              |  3 +-
 9 files changed, 43 insertions(+), 42 deletions(-)

diff --git a/adapter/build.gradle b/adapter/build.gradle
index d3f4b0a37..5134d6cb4 100644
--- a/adapter/build.gradle
+++ b/adapter/build.gradle
@@ -33,7 +33,7 @@ test {
 
 	testLogging {
 		events "passed", "skipped", "failed"
-
+		showStandardStreams = true
 		afterSuite { desc, result ->
 			if (!desc.parent) {
 				println "Tests run: ${result.testCount}, " +
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index 507bc9a26..02af14e34 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -25,8 +25,6 @@
 import java.util.Date;
 import java.util.stream.StreamSupport;
 
-import javax.sql.DataSource;
-
 @Slf4j
 @Service
 @AllArgsConstructor
@@ -79,14 +77,23 @@ public void deleteAllDatasources() {
     StreamSupport.stream(allDatasourceConfigs.spliterator(), true).forEach(amqpPublisher::publishDeletion);
   }
 
-  public void validate(Long id) throws DatasourceNotFoundException, AdapterException, IOException, ValidationException {
-    Datasource datasource = getDatasource(id);
-    DataImport dataImport = getLatestDataImportForDatasource(id);
-    JSONObject rawSchema = (JSONObject) datasource.getSchema();
-    Schema schema = SchemaLoader.load(rawSchema);
-
-    JSONObject validationData = new JSONObject(dataImport.getData());
-    schema.validate(validationData);
+  public void validate(Long id) throws DatasourceNotFoundException, IOException, ValidationException {   
+    try 
+    {
+      Datasource datasource = getDatasource(id);
+      DataImport dataImport = getLatestDataImportForDatasource(id);
+      if(dataImport == null)
+        System.out.println("**************Fehler****************"); 
+      JSONObject rawSchema = (JSONObject) datasource.getSchema();
+      Schema schema = SchemaLoader.load(rawSchema);
+
+      JSONObject validationData = new JSONObject(dataImport.getData());
+      schema.validate(validationData);
+    } catch (DataImportLatestNotFoundException e){
+    } catch (DatasourceNotFoundException | ValidationException e) {
+      throw e;
+    }
+    
   }
 
   public DataImport.MetaData trigger(Long id, RuntimeParameters runtimeParameters) throws DatasourceNotFoundException, AdapterException, IOException {
@@ -122,28 +129,31 @@ DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
     try {
       DataImportResponse executionResult = adapter.executeJob(adapterConfig);
 
-      if (datasource.getSchema() != null) {
-        validate(id);
-      }
-
       DataImport dataImport = new DataImport(datasource, executionResult.getData());
 
       DataImport savedDataImport = dataImportRepository.save(dataImport);
 
       amqpPublisher.publishImportSuccess(id, savedDataImport.getData());
+
+      if (datasource.getSchema() != null) {
+        validate(id);
+      }
+
       return savedDataImport.getMetaData();
     } catch (ValidationException e) {
-      return handleImportException(id, datasource, "WARNING", e);
-    } catch (Exception e) {
-      return handleImportException(id, datasource, "FAILED", e);
+      handleImportException(id, datasource, "WARNING", e);
+      throw e;
+    } catch (DatasourceNotFoundException | ImporterParameterException | InterpreterParameterException | IOException e) {
+      handleImportException(id, datasource, "FAILED", e);
+      throw e;
     }   
   }
 
-  DataImport.MetaData handleImportException(Long id, Datasource datasource, String healthStatus, Exception e) {
-    DataImport dataImport = new DataImport(datasource, null, healthStatus);
-    DataImport savedDataImport = dataImportRepository.save(dataImport);
-    publishImportFailure(id, e);
-    return savedDataImport.getMetaData();
+  @Transactional
+  void handleImportException(Long id, Datasource datasource, String healthStatus, Exception e){
+      DataImport dataImport = new DataImport(datasource, "", healthStatus);
+      DataImport savedDataImport = dataImportRepository.save(dataImport);
+      publishImportFailure(id, e);   
   }
 
   private void publishImportFailure(Long id, Exception e) {
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/TestHelper.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/TestHelper.java
index 02653f7c4..1a477bea7 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/TestHelper.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/TestHelper.java
@@ -21,7 +21,7 @@ public static Datasource generateDatasource(Protocol protocol, Format format, St
       true,
       new SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss.SSSXXX").parse("1905-12-01T02:30:00.123Z"),
       50000L);
-    Object schema = parseJsonToObject("{\"test\":1}");
+    Object schema = parseJsonToObject("{\"properties\":{\"hallo\":{\"type\":\"string\"}}}");
     return new Datasource(protocolConfig, formatConfig, metadata, trigger, schema);
   }
 
@@ -43,7 +43,7 @@ public static Datasource generateParameterizableDatasource(
       true,
       new SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss.SSSXXX").parse("1905-12-01T02:30:00.123Z"),
       50000L);
-    Object schema = parseJsonToObject("{\"test\":1}");
+    Object schema = parseJsonToObject("{\"properties\":{\"hallo\":{\"type\":\"string\"}}}");
 
     return new Datasource(protocolConfig, formatConfig, metadata, trigger, schema);
   }
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
index e09ab3c7e..c1fc7ce1e 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
@@ -25,7 +25,7 @@ public void testSerialization() throws ParseException, IOException {
     JsonNode result = mapper.valueToTree(dataImport);
 
     System.out.println(result.toString());
-    assertEquals(3, result.size());
+    assertEquals(4, result.size());
     assertEquals("null", result.get("id").asText());
     assertEquals("{\"whateverwillbe\":\"willbe\",\"quesera\":\"sera\"}", result.get("data").asText());
   }
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json
index 7f82b6910..4666c66a2 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json
@@ -23,6 +23,10 @@
     "description": "Describing..."
   },
   "schema": {
-    "test": 1
+    "properties": {
+      "hallo": {
+        "type": "string"
+      }
+    }
   }
 }
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java
index e3a2b7811..5509321c7 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java
@@ -33,7 +33,6 @@ public void testDeserialization() throws IOException, ParseException {
 
     Datasource expectedDatasource = generateDatasource(HTTP, XML, "http://www.test-url.com");
     expectedDatasource.setId(123L);
-
     assertEquals(expectedDatasource, result);
     assertNotNull(result.getId());
     assertTrue(result.getTrigger().isPeriodic());
@@ -63,7 +62,6 @@ public void testSerialization() throws ParseException {
 
     JsonNode result = mapper.valueToTree(config);
 
-    System.out.println(result);
     assertEquals(6, result.size());
     assertEquals("HTTP", result.get("protocol").get("type").textValue());
     assertEquals("JSON", result.get("format").get("type").textValue());
diff --git a/scheduler/src/api/http/adapter-client.ts b/scheduler/src/api/http/adapter-client.ts
index 6074f7451..95a1d3b1a 100644
--- a/scheduler/src/api/http/adapter-client.ts
+++ b/scheduler/src/api/http/adapter-client.ts
@@ -14,15 +14,6 @@ export async function getAllDatasources (): Promise<DatasourceConfig[]> {
   return response.data
 }
 
-export async function getDatasourceById (datasourceId: number): Promise<DatasourceConfig> {
-  const response = await http.get(`/datasources/${datasourceId}`)
-  return response.data
-}
-
-export async function updateDatasource (datasourceId: number, datasource: DatasourceConfig): Promise<void> {
-  return await http.put(`/datasources/${datasourceId}`, datasource)
-}
-
 export async function triggerDatasource (datasourceId: number): Promise<void> {
   return await http.post(`/datasources/${datasourceId}/trigger`)
 }
diff --git a/scheduler/src/initializer.test.ts b/scheduler/src/initializer.test.ts
index 1af645641..da06f281c 100644
--- a/scheduler/src/initializer.test.ts
+++ b/scheduler/src/initializer.test.ts
@@ -32,8 +32,7 @@ describe('Scheduler initializer', () => {
         periodic: false,
         firstExecution: new Date(),
         interval: 60000
-      },
-      health: ''
+      }
     }
     mockedGetAllDatasources.mockResolvedValue([config])
 
diff --git a/scheduler/src/scheduling.test.ts b/scheduler/src/scheduling.test.ts
index 0c06e6895..bc5b4cc44 100644
--- a/scheduler/src/scheduling.test.ts
+++ b/scheduler/src/scheduling.test.ts
@@ -214,7 +214,6 @@ function generateConfig (periodic: boolean, firstExecution: Date, interval: numb
       periodic: periodic,
       firstExecution: firstExecution,
       interval: interval
-    },
-    health: 'WANRNING'
+    }
   }
 }

From dbc8a71b77e6fea653cccee698ea774bc85a7238 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 23 Jun 2021 01:53:56 +0200
Subject: [PATCH 03/38] reworked validation. Also convertring into a JSONObject
 works now

---
 adapter/build.gradle                          |  4 +--
 .../datasource/DatasourceManager.java         | 28 +++++++++----------
 .../api/rest/v1/DatasourceEndpoint.java       |  1 -
 .../datasource/model/DataImport.java          |  1 -
 .../datasource/model/DataImportTest.java      |  2 +-
 docker-compose.yml                            |  2 +-
 start.sh                                      |  2 ++
 ui/src/datasource/DatasourceEdit.vue          |  2 ++
 ui/src/datasource/DatasourceOverview.vue      | 10 +++----
 ui/src/datasource/datasource.ts               |  8 +++++-
 ui/src/datasource/schemaSuggestionRest.ts     |  1 -
 11 files changed, 33 insertions(+), 28 deletions(-)

diff --git a/adapter/build.gradle b/adapter/build.gradle
index 5134d6cb4..89b239d6a 100644
--- a/adapter/build.gradle
+++ b/adapter/build.gradle
@@ -25,7 +25,6 @@ repositories {
 	mavenCentral()
 	maven { url 'https://repo.spring.io/snapshot' }
 	maven { url 'https://repo.spring.io/milestone' }
-	maven { url 'https://jitpack.io' }
 }
 
 test {
@@ -33,7 +32,7 @@ test {
 
 	testLogging {
 		events "passed", "skipped", "failed"
-		showStandardStreams = true
+		//showStandardStreams = true
 		afterSuite { desc, result ->
 			if (!desc.parent) {
 				println "Tests run: ${result.testCount}, " +
@@ -54,6 +53,7 @@ dependencies {
 	implementation 'org.postgresql:postgresql'
 	implementation 'org.json:json:20210307'
 	implementation 'com.github.everit-org.json-schema:org.everit.json.schema:1.12.3'
+	implementation 'com.google.code.gson:gson:2.8.7'
 	implementation 'com.vladmihalcea:hibernate-types-52:2.10.2'
 
 	testImplementation('org.springframework.boot:spring-boot-starter-test') {
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index 02af14e34..41210ab7c 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -19,6 +19,7 @@
 import org.everit.json.schema.ValidationException;
 import org.json.JSONObject;
 import org.json.JSONTokener;
+import com.google.gson.Gson;
 
 import java.io.IOException;
 import java.util.Collection;
@@ -77,20 +78,16 @@ public void deleteAllDatasources() {
     StreamSupport.stream(allDatasourceConfigs.spliterator(), true).forEach(amqpPublisher::publishDeletion);
   }
 
-  public void validate(Long id) throws DatasourceNotFoundException, IOException, ValidationException {   
+  public void validate(Datasource datasource, DataImport dataImport) throws IOException, ValidationException {   
     try 
     {
-      Datasource datasource = getDatasource(id);
-      DataImport dataImport = getLatestDataImportForDatasource(id);
-      if(dataImport == null)
-        System.out.println("**************Fehler****************"); 
-      JSONObject rawSchema = (JSONObject) datasource.getSchema();
+      String schemaString = new Gson().toJson(datasource.getSchema());
+      JSONObject rawSchema = new JSONObject(schemaString);
       Schema schema = SchemaLoader.load(rawSchema);
 
       JSONObject validationData = new JSONObject(dataImport.getData());
       schema.validate(validationData);
-    } catch (DataImportLatestNotFoundException e){
-    } catch (DatasourceNotFoundException | ValidationException e) {
+    } catch ( ValidationException e) {
       throw e;
     }
     
@@ -123,27 +120,28 @@ public DataImport.MetaData trigger(Long id, RuntimeParameters runtimeParameters)
    */
   @Transactional
   DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
-      throws DatasourceNotFoundException, ImporterParameterException, InterpreterParameterException, IOException {
+      throws DatasourceNotFoundException, ImporterParameterException, InterpreterParameterException, IOException {    
     Datasource datasource = getDatasource(id);
-    AdapterConfig adapterConfig = datasource.toAdapterConfig(runtimeParameters);
     try {
+      AdapterConfig adapterConfig = datasource.toAdapterConfig(runtimeParameters);
+
       DataImportResponse executionResult = adapter.executeJob(adapterConfig);
 
       DataImport dataImport = new DataImport(datasource, executionResult.getData());
 
+      if (datasource.getSchema() != null) {
+        validate(datasource, dataImport);
+      }
+
       DataImport savedDataImport = dataImportRepository.save(dataImport);
 
       amqpPublisher.publishImportSuccess(id, savedDataImport.getData());
 
-      if (datasource.getSchema() != null) {
-        validate(id);
-      }
-
       return savedDataImport.getMetaData();
     } catch (ValidationException e) {
       handleImportException(id, datasource, "WARNING", e);
       throw e;
-    } catch (DatasourceNotFoundException | ImporterParameterException | InterpreterParameterException | IOException e) {
+    } catch (ImporterParameterException | InterpreterParameterException | IOException e) {
       handleImportException(id, datasource, "FAILED", e);
       throw e;
     }   
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java
index dcacdbee3..5b55783e1 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/api/rest/v1/DatasourceEndpoint.java
@@ -2,7 +2,6 @@
 
 import lombok.AllArgsConstructor;
 
-import org.jvalue.ods.adapterservice.adapter.interpreter.JsonInterpreter;
 import org.jvalue.ods.adapterservice.adapter.model.exceptions.AdapterException;
 import org.jvalue.ods.adapterservice.datasource.DatasourceManager;
 import org.jvalue.ods.adapterservice.datasource.model.*;
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index 0307edaa0..8398cd159 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -62,7 +62,6 @@ public static class MetaData {
     @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", locale = "UTC")
     private final Date timestamp;
 
-    @JsonIgnore
     private final String health;
 
     @JsonIgnore
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
index c1fc7ce1e..666a118d7 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
@@ -39,7 +39,7 @@ public void testMetaDataSerialization() throws ParseException, IOException {
     JsonNode result = mapper.valueToTree(dataImport.getMetaData());
 
     System.out.println(result.toString());
-    assertEquals(3, result.size());
+    assertEquals(4, result.size());
     assertEquals("null", result.get("id").asText());
     assertEquals("/datasources/null/imports/null/data", result.get("location").asText());
   }
diff --git a/docker-compose.yml b/docker-compose.yml
index 815ed7f70..318650ffd 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -69,7 +69,7 @@ services:
       - OUTBOXER_DATABASE_SERVER_NAME=adapter-outboxer
       - OUTBOXER_PUBLISHER_AMQP_URL=amqp://rabbit_adm:R4bb!7_4DM_p4SS@rabbitmq:5672
       - OUTBOXER_PUBLISHER_AMQP_EXCHANGE=ods_global
-      - OUTBOXER_PUBLISHER_AMQP_RETRIES=5
+      - OUTBOXER_PUBLISHER_AMQP_RETRIES=50
       - OUTBOXER_PUBLISHER_AMQP_RETRY_DELAY_MS=1000
       # In production this file should be storage outside of the container, so it does survive outboxer restarts.
       #- OUTBOXER_OFFSET_STORAGE_FILE_FILENAME=/data/offset.dat
diff --git a/start.sh b/start.sh
index f4963a437..466dc1f78 100644
--- a/start.sh
+++ b/start.sh
@@ -1,3 +1,5 @@
 #!/bin/sh
 
+docker-compose -f ./docker-compose.yml -f ./../schema-recommendation/docker-compose.yml up -d adapter-db
+sleep 3
 docker-compose -f ./docker-compose.yml -f ./../schema-recommendation/docker-compose.yml up
\ No newline at end of file
diff --git a/ui/src/datasource/DatasourceEdit.vue b/ui/src/datasource/DatasourceEdit.vue
index e3e4bd0db..0c17ec7ae 100644
--- a/ui/src/datasource/DatasourceEdit.vue
+++ b/ui/src/datasource/DatasourceEdit.vue
@@ -68,6 +68,8 @@ export default class DatasourceEdit extends Vue {
     if (this.datasource === null) {
       return
     }
+
+    await DatasourceREST.updateDatasource(this.datasource)
     this.routeToOverview()
   }
 
diff --git a/ui/src/datasource/DatasourceOverview.vue b/ui/src/datasource/DatasourceOverview.vue
index ceefa89b6..4678cb39e 100644
--- a/ui/src/datasource/DatasourceOverview.vue
+++ b/ui/src/datasource/DatasourceOverview.vue
@@ -122,7 +122,7 @@
 <script lang="ts">
 import Vue from 'vue'
 import Component from 'vue-class-component'
-import Datasource from './datasource'
+import Datasource , { HealthStatus } from './datasource'
 import * as DatasourceREST from './datasourceRest'
 
 @Component
@@ -153,9 +153,9 @@ export default class DatsourceOverview extends Vue {
     const status = dataImport.health
     let healthIcon = ''
 
-    if (status === 'OK') {
+    if (status === HealthStatus.OK) {
       healthIcon = 'mdi-water'
-    } else if (status === 'WARNING') {
+    } else if (status === HealthStatus.WARINING) {
       healthIcon = 'mdi-water'
     } else {
       healthIcon = 'mdi-water'
@@ -169,9 +169,9 @@ export default class DatsourceOverview extends Vue {
     const status = dataImport.health
     let healthColor = ''
 
-    if (status === 'OK') {
+    if (status === HealthStatus.OK) {
       healthColor = 'success'
-    } else if (status === 'WARNING') {
+    } else if (status === HealthStatus.WARINING) {
       healthColor = 'orange'
     } else {
       healthColor = 'red'
diff --git a/ui/src/datasource/datasource.ts b/ui/src/datasource/datasource.ts
index d1e8bd861..5d7fb3de4 100644
--- a/ui/src/datasource/datasource.ts
+++ b/ui/src/datasource/datasource.ts
@@ -15,7 +15,7 @@ export default interface Datasource {
 
 export interface DataimportMetaData {
   id: number
-  health: string
+  health: HealthStatus
   timestamp: string
   datasource: Datasource
 }
@@ -39,3 +39,9 @@ export interface DataLocation {
 }
 
 export type Data = object
+
+export enum HealthStatus {
+  OK = 'OK',
+  WARINING = 'WARNING',
+  FAILED = 'FAILED'
+}
diff --git a/ui/src/datasource/schemaSuggestionRest.ts b/ui/src/datasource/schemaSuggestionRest.ts
index 33b8542ef..37c4d5460 100644
--- a/ui/src/datasource/schemaSuggestionRest.ts
+++ b/ui/src/datasource/schemaSuggestionRest.ts
@@ -21,6 +21,5 @@ export async function getIsAlive (): Promise<string> {
 
 export async function getSchema (schema: string, precision: string): Promise<object> {
   const response = await httpSchema.post<string>('/suggestion', { data: schema, precision: precision })
-  console.log(response.data)
   return JSON.parse(response.data)
 }

From 6f6c4fbe98792766d2044280d379169eee930a48 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 23 Jun 2021 01:57:12 +0200
Subject: [PATCH 04/38] unwanted removal of a maven import

---
 adapter/build.gradle | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/adapter/build.gradle b/adapter/build.gradle
index 89b239d6a..92f5409c4 100644
--- a/adapter/build.gradle
+++ b/adapter/build.gradle
@@ -25,6 +25,7 @@ repositories {
 	mavenCentral()
 	maven { url 'https://repo.spring.io/snapshot' }
 	maven { url 'https://repo.spring.io/milestone' }
+	maven { url 'https://jitpack.io' }
 }
 
 test {
@@ -32,7 +33,7 @@ test {
 
 	testLogging {
 		events "passed", "skipped", "failed"
-		//showStandardStreams = true
+		showStandardStreams = true
 		afterSuite { desc, result ->
 			if (!desc.parent) {
 				println "Tests run: ${result.testCount}, " +

From 1869d12b79a6c90a100a082d896a1b18516abbd4 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 23 Jun 2021 02:08:12 +0200
Subject: [PATCH 05/38] fixed linting

---
 ui/src/datasource/DatasourceOverview.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ui/src/datasource/DatasourceOverview.vue b/ui/src/datasource/DatasourceOverview.vue
index 4678cb39e..73d676668 100644
--- a/ui/src/datasource/DatasourceOverview.vue
+++ b/ui/src/datasource/DatasourceOverview.vue
@@ -122,7 +122,7 @@
 <script lang="ts">
 import Vue from 'vue'
 import Component from 'vue-class-component'
-import Datasource , { HealthStatus } from './datasource'
+import Datasource, { HealthStatus } from './datasource'
 import * as DatasourceREST from './datasourceRest'
 
 @Component

From 2e114fd79a447ebdc9a62034e5ffc1be97ba3cc0 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sat, 26 Jun 2021 14:20:08 +0200
Subject: [PATCH 06/38] validation now fully supported. Error messages are
 saved and show the exact point of failure

---
 .../datasource/DatasourceManager.java         | 41 ++++++++----
 .../datasource/model/DataImport.java          | 21 +++++--
 docker-compose.yml                            |  8 +--
 ui/src/datasource/DatasourceOverview.vue      | 62 +++++++++----------
 ui/src/datasource/datasource.ts               |  1 -
 ui/src/datasource/datasourceRest.ts           |  5 +-
 6 files changed, 80 insertions(+), 58 deletions(-)

diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index 41210ab7c..ec4fb2edc 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -17,6 +17,7 @@
 import org.everit.json.schema.Schema;
 import org.everit.json.schema.loader.SchemaLoader;
 import org.everit.json.schema.ValidationException;
+import org.json.JSONArray;
 import org.json.JSONObject;
 import org.json.JSONTokener;
 import com.google.gson.Gson;
@@ -84,9 +85,13 @@ public void validate(Datasource datasource, DataImport dataImport) throws IOExce
       String schemaString = new Gson().toJson(datasource.getSchema());
       JSONObject rawSchema = new JSONObject(schemaString);
       Schema schema = SchemaLoader.load(rawSchema);
-
-      JSONObject validationData = new JSONObject(dataImport.getData());
-      schema.validate(validationData);
+      String dataString = dataImport.getData();
+      if (dataString.substring(0, 1).equals("[")) {
+        schema.validate(new JSONArray(dataImport.getData()));
+      }
+      else {
+        schema.validate(new JSONObject(dataImport.getData()));
+      }
     } catch ( ValidationException e) {
       throw e;
     }
@@ -122,12 +127,13 @@ public DataImport.MetaData trigger(Long id, RuntimeParameters runtimeParameters)
   DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
       throws DatasourceNotFoundException, ImporterParameterException, InterpreterParameterException, IOException {    
     Datasource datasource = getDatasource(id);
+    DataImport dataImport = new DataImport(datasource, "", "FAILED");
     try {
-      AdapterConfig adapterConfig = datasource.toAdapterConfig(runtimeParameters);
 
+      AdapterConfig adapterConfig = datasource.toAdapterConfig(runtimeParameters);
       DataImportResponse executionResult = adapter.executeJob(adapterConfig);
-
-      DataImport dataImport = new DataImport(datasource, executionResult.getData());
+      String responseData = executionResult.getData();
+      dataImport = new DataImport(datasource, responseData);
 
       if (datasource.getSchema() != null) {
         validate(datasource, dataImport);
@@ -139,19 +145,30 @@ DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
 
       return savedDataImport.getMetaData();
     } catch (ValidationException e) {
-      handleImportException(id, datasource, "WARNING", e);
-      throw e;
+      return handleImportWarning(datasource, dataImport, e, runtimeParameters);
     } catch (ImporterParameterException | InterpreterParameterException | IOException e) {
-      handleImportException(id, datasource, "FAILED", e);
+      handleImportFailed(datasource, dataImport, e);
       throw e;
     }   
   }
 
   @Transactional
-  void handleImportException(Long id, Datasource datasource, String healthStatus, Exception e){
-      DataImport dataImport = new DataImport(datasource, "", healthStatus);
+  private DataImport.MetaData handleImportWarning (
+    Datasource datasource,
+    DataImport dataImport,
+    ValidationException e,
+    RuntimeParameters runtimeParameters
+  ) {
+    dataImport.setHealth("WARNING");
+    DataImport savedDataImport = dataImportRepository.save(dataImport);
+    amqpPublisher.publishImportSuccess(datasource.getId(), savedDataImport.getData());
+    return savedDataImport.getMetaData();
+  }
+
+  @Transactional
+  void handleImportFailed(Datasource datasource, DataImport dataImport, Exception e){
       DataImport savedDataImport = dataImportRepository.save(dataImport);
-      publishImportFailure(id, e);   
+      publishImportFailure(datasource.getId(), e);   
   }
 
   private void publishImportFailure(Long id, Exception e) {
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index 8398cd159..ba94e59b0 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -8,6 +8,7 @@
 import javax.persistence.*;
 import java.nio.charset.StandardCharsets;
 import java.util.Date;
+import java.util.List;
 
 @Entity
 @NoArgsConstructor
@@ -25,32 +26,40 @@ public class DataImport {
 
   private String health;
 
+  private List<String> errorMessages;
+
   @ManyToOne(fetch = FetchType.EAGER)
   @JoinColumn(name="datasource_id")
   @JsonIgnore
   private Datasource datasource;
 
   public DataImport(Datasource datasource, String data) {
-    this.datasource = datasource;
-    this.data = data.getBytes(StandardCharsets.UTF_8);
-    this.health = "OK";
-    this.timestamp = new Date();
+    this(datasource, data, "OK", null);
   }
 
   public DataImport(Datasource datasource, String data, String health) {
+    this(datasource, data, health, null);
+  }
+
+  public DataImport(Datasource datasource, String data, String health, List<String> errorMessages) {
     this.datasource = datasource;
     this.data = data.getBytes(StandardCharsets.UTF_8);
     this.health = health;
+    this.errorMessages = errorMessages;
     this.timestamp = new Date();
   }
 
+  public void setHealth(String health) {
+    this.health = health;
+  }
+
   public String getData() {
     return new String(data, StandardCharsets.UTF_8);
   }
 
   @JsonIgnore
   public MetaData getMetaData() {
-    return new MetaData(this.id, this.timestamp, this.health, this.datasource);
+    return new MetaData(this.id, this.timestamp, this.health, this.errorMessages, this.datasource);
   }
 
   // json representation without the actual data (for import list)
@@ -64,6 +73,8 @@ public static class MetaData {
 
     private final String health;
 
+    private final List<String> errorMessages;
+
     @JsonIgnore
     private final Datasource datasource;
 
diff --git a/docker-compose.yml b/docker-compose.yml
index 318650ffd..fe099c1a6 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -171,10 +171,10 @@ services:
   #   - "./pgdata:/var/lib/postgresql/data"
 
   # Uncomment this if you want to manage the Postgres databases with adminer
-  # adminer: # management UI for Postgres
-  #   image: adminer
-  #   ports:
-  #     - 8080:8080
+  adminer: # management UI for Postgres
+    image: adminer
+    ports:
+      - 8081:8080
 
   storage-db-liquibase: # perform database migration on start up
     image: ${DOCKER_REGISTRY}/storage-db-liquibase
diff --git a/ui/src/datasource/DatasourceOverview.vue b/ui/src/datasource/DatasourceOverview.vue
index 73d676668..7357d5fdc 100644
--- a/ui/src/datasource/DatasourceOverview.vue
+++ b/ui/src/datasource/DatasourceOverview.vue
@@ -33,7 +33,7 @@
       :single-expand="true"
       :search="search"
       :custom-filter="filterOnlyDisplayName"
-      :loading="isLoadingDatasources"
+      :loading="isLoadingDatasources && isLoadingDatasourcesStatus"
       show-expand
       class="elevation-3"
     >
@@ -99,11 +99,10 @@
 
       <template #[`item.health`]="{ item }">
         <v-icon
-          v-bind="attrs"
           small
-          :color="getHealthColor(item.id)"
+          :color="getHealthColor(datasourcesStatus.get(item.id))"
         >
-          {{ getHealthIcon(item.id) }}
+          mdi-water
         </v-icon>
       </template>
 
@@ -122,13 +121,15 @@
 <script lang="ts">
 import Vue from 'vue'
 import Component from 'vue-class-component'
-import Datasource, { HealthStatus } from './datasource'
+import Datasource, { DataimportMetaData, HealthStatus } from './datasource'
 import * as DatasourceREST from './datasourceRest'
 
 @Component
 export default class DatsourceOverview extends Vue {
   private isLoadingDatasources = false
+  private isLoadingDatasourcesStatus = false
   private datasources: Datasource[] = []
+  private datasourcesStatus: Map<number, HealthStatus> = new Map<number, HealthStatus>()
   
 
   private headers = [
@@ -138,46 +139,25 @@ export default class DatsourceOverview extends Vue {
     { text: 'Location (URL)', value: 'protocol.parameters.location', sortable: false },
     { text: 'Periodic', value: 'trigger.periodic', sortable: false },
     { text: 'Actions', value: 'action', sortable: false },
-    { text: '', value: 'health'},
+    { text: 'Status', value: 'health', sortable: false},
     { text: '', value: 'data-table-expand' },
   ]
   
   private search = ''
 
-  private mounted (): void {
-    this.loadDataSources().catch(error => console.error('Failed to load datasource', error))
+  private async mounted (): Promise<void> {
+    await this.loadDataSources().catch(error => console.error('Failed to load datasource', error))
+    await this.loadDataSourcesStatus().catch(error => console.error('Failed to load datasource status', error))
   }
 
-  private async getHealthIcon (id: number): Promise<string> {
-    const dataImport = await DatasourceREST.getLatestDataimport(id)
-    const status = dataImport.health
-    let healthIcon = ''
-
+  private getHealthColor (status: HealthStatus): string {
     if (status === HealthStatus.OK) {
-      healthIcon = 'mdi-water'
+      return 'success'
     } else if (status === HealthStatus.WARINING) {
-      healthIcon = 'mdi-water'
+      return 'orange'
     } else {
-      healthIcon = 'mdi-water'
+      return 'red'
     }
-
-    return healthIcon
-  }
-
-  private async getHealthColor (id: number): Promise<string> {
-    const dataImport = await DatasourceREST.getLatestDataimport(id)
-    const status = dataImport.health
-    let healthColor = ''
-
-    if (status === HealthStatus.OK) {
-      healthColor = 'success'
-    } else if (status === HealthStatus.WARINING) {
-      healthColor = 'orange'
-    } else {
-      healthColor = 'red'
-    }
-
-    return healthColor
   }
 
   private onCreate (): void {
@@ -224,6 +204,20 @@ export default class DatsourceOverview extends Vue {
     this.isLoadingDatasources = false
   }
 
+  private async loadDataSourcesStatus (): Promise<void> {
+    this.isLoadingDatasourcesStatus = true
+    
+    for (const element of this.datasources ) {
+      const dataImport: DataimportMetaData = await DatasourceREST.getLatestDataimport(element.id)
+      console.log(dataImport)
+      console.log(dataImport.health)
+      this.datasourcesStatus.set(element.id, dataImport.health)
+    }
+
+    console.log(this.datasourcesStatus)
+    this.isLoadingDatasourcesStatus = false
+  }
+
   private datasourceToJson (datasource: Datasource): string {
     return JSON.stringify(datasource, null, 2)
   }
diff --git a/ui/src/datasource/datasource.ts b/ui/src/datasource/datasource.ts
index 5d7fb3de4..deb7d054f 100644
--- a/ui/src/datasource/datasource.ts
+++ b/ui/src/datasource/datasource.ts
@@ -17,7 +17,6 @@ export interface DataimportMetaData {
   id: number
   health: HealthStatus
   timestamp: string
-  datasource: Datasource
 }
 
 export interface DatasourceMetaData {
diff --git a/ui/src/datasource/datasourceRest.ts b/ui/src/datasource/datasourceRest.ts
index c5a4af8a2..791a0eaf6 100644
--- a/ui/src/datasource/datasourceRest.ts
+++ b/ui/src/datasource/datasourceRest.ts
@@ -58,6 +58,7 @@ export async function getDatasourceData (id: number): Promise<Data> {
 }
 
 export async function getLatestDataimport (id: number): Promise<DataimportMetaData> {
-  const response = await http.get<DataimportMetaData>(`/datasources/${id}/imports/latest`)
-  return response.data
+  const importResponse = await http.get<string>(`/datasources/${id}/imports/latest`)
+  const jsonResponse: DataimportMetaData = JSON.parse(importResponse.data)
+  return jsonResponse
 }

From 42102aed60012e183c54dbf3eb1f64d02ec086eb Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 27 Jun 2021 15:01:27 +0200
Subject: [PATCH 07/38] fixed pipeline interaction with warning status of data

---
 .../ods/adapterservice/datasource/DatasourceManager.java      | 2 ++
 .../ods/adapterservice/datasource/model/DataImport.java       | 1 +
 .../ods/adapterservice/datasource/model/DataImportTest.java   | 4 ++--
 3 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index ec4fb2edc..85a50e297 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -145,6 +145,7 @@ DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
 
       return savedDataImport.getMetaData();
     } catch (ValidationException e) {
+      System.out.println("exception catch validation");
       return handleImportWarning(datasource, dataImport, e, runtimeParameters);
     } catch (ImporterParameterException | InterpreterParameterException | IOException e) {
       handleImportFailed(datasource, dataImport, e);
@@ -159,6 +160,7 @@ private DataImport.MetaData handleImportWarning (
     ValidationException e,
     RuntimeParameters runtimeParameters
   ) {
+    System.out.println("seting warning");
     dataImport.setHealth("WARNING");
     DataImport savedDataImport = dataImportRepository.save(dataImport);
     amqpPublisher.publishImportSuccess(datasource.getId(), savedDataImport.getData());
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index ba94e59b0..951728e16 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -26,6 +26,7 @@ public class DataImport {
 
   private String health;
 
+  @ElementCollection
   private List<String> errorMessages;
 
   @ManyToOne(fetch = FetchType.EAGER)
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
index 666a118d7..ed45ead36 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
@@ -25,7 +25,7 @@ public void testSerialization() throws ParseException, IOException {
     JsonNode result = mapper.valueToTree(dataImport);
 
     System.out.println(result.toString());
-    assertEquals(4, result.size());
+    assertEquals(5, result.size());
     assertEquals("null", result.get("id").asText());
     assertEquals("{\"whateverwillbe\":\"willbe\",\"quesera\":\"sera\"}", result.get("data").asText());
   }
@@ -39,7 +39,7 @@ public void testMetaDataSerialization() throws ParseException, IOException {
     JsonNode result = mapper.valueToTree(dataImport.getMetaData());
 
     System.out.println(result.toString());
-    assertEquals(4, result.size());
+    assertEquals(5, result.size());
     assertEquals("null", result.get("id").asText());
     assertEquals("/datasources/null/imports/null/data", result.get("location").asText());
   }

From eb43af03658a551e1fd89f3b52d2040fdc612197 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 30 Jun 2021 20:59:00 +0200
Subject: [PATCH 08/38] Staged changes. Adding schema to pipline

---
 ui/src/pipeline/PipelineEdit.vue              |  1 +
 .../PipelineTransformationConfig.vue          |  1 +
 .../schema/PipelineSchemaEdit.vue             | 80 +++++++++++++++++++
 .../transformation/schema/slider/config.ts    | 60 ++++++++++++++
 ui/src/pipeline/pipeline.ts                   |  1 +
 5 files changed, 143 insertions(+)
 create mode 100644 ui/src/pipeline/edit/transformation/schema/PipelineSchemaEdit.vue
 create mode 100644 ui/src/pipeline/edit/transformation/schema/slider/config.ts

diff --git a/ui/src/pipeline/PipelineEdit.vue b/ui/src/pipeline/PipelineEdit.vue
index bf69133aa..8f90c2459 100644
--- a/ui/src/pipeline/PipelineEdit.vue
+++ b/ui/src/pipeline/PipelineEdit.vue
@@ -123,6 +123,7 @@ import Pipeline from '@/pipeline/pipeline'
 import StepperButtonGroup from '@/components/StepperButtonGroup.vue'
 import PipelineMetadataConfig from '@/pipeline/edit/PipelineMetadataConfig.vue'
 import PipelineTransformationConfig from '@/pipeline/edit/transformation/PipelineTransformationConfig.vue'
+import PipelneSchemaEdit from './edit/transformation/schema/PipelineSchemaEdit.vue'
 import { requiredRule } from '@/validators'
 
 const pipelineNamespace = { namespace: 'pipeline' }
diff --git a/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue b/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue
index d7f0b4aef..d9dfc0f65 100644
--- a/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue
+++ b/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue
@@ -60,6 +60,7 @@ const namespace = { namespace: 'transformation' }
 export default class PipelineTransformationConfig extends Vue {
   @Prop() value!: TransformationConfig
   @Prop() datasourceId!: number
+  @Prop() transformedData!: JobResult
 
   private validForm = false // function needs to be tested in order to be valid
 
diff --git a/ui/src/pipeline/edit/transformation/schema/PipelineSchemaEdit.vue b/ui/src/pipeline/edit/transformation/schema/PipelineSchemaEdit.vue
new file mode 100644
index 000000000..ca6f9a0ba
--- /dev/null
+++ b/ui/src/pipeline/edit/transformation/schema/PipelineSchemaEdit.vue
@@ -0,0 +1,80 @@
+<template>
+  <v-form
+    v-model="isValid"
+  >
+    <v-card-actions>
+      <div>
+        <vue-slider 
+          v-model="currentSliderValue"
+          v-bind="sliderConfig.options"
+          :data="sliderConfig.sliderData"
+          :data-value="'name'"
+          :data-label="'name'"
+        />
+      </div>
+      <v-btn
+        color="primary"
+        class="ma-2"
+        @click="onGenerate"
+      >
+        Generate schema
+      </v-btn>      
+    </v-card-actions>
+    <v-textarea
+      v-model="schemaAsText"
+      label="Datasource schema suggestion"
+      @keyup="formChanged"
+    />
+  </v-form>
+</template>
+
+<script lang="ts">
+import Vue from 'vue'
+import Component from 'vue-class-component'
+import * as SchemaSuggestionREST from './../../../../datasource/schemaSuggestionRest'
+import VueSlider from 'vue-slider-component'
+import 'vue-slider-component/theme/default.css'
+
+import { Emit, PropSync } from 'vue-property-decorator'
+import { requiredRule } from '../../../../validators'
+import PipeLine from '../../../pipeline'
+import { SliderConfig } from './slider/config'
+
+@Component({ components: { VueSlider } })
+export default class PipelineSchemaEdit extends Vue {
+
+  private isValid = true
+  private required = requiredRule
+  private currentSliderValue = '1'
+  private sliderConfig = SliderConfig
+  private schemaAsText = ''
+
+  mounted (): void{
+    this.schemaAsText = JSON.stringify(this.pipeLine.schema)
+  }
+
+  @PropSync('value')
+  private pipeLine!: PipeLine
+
+  @Emit('value')
+  emitValue (): PipeLine {
+    return this.pipeLine
+  }
+
+  @Emit('validityChanged')
+  emitValid (): boolean {
+    return this.isValid
+  }
+
+  formChanged (): void {
+    this.emitValue()
+    this.emitValid()
+  }
+
+  private async onGenerate (): Promise<void> {
+    this.pipeLine.schema = 
+      await SchemaSuggestionREST.getSchema(JSON.stringify(preview), this.currentSliderValue)
+    this.schemaAsText = JSON.stringify(this.dataSource.schema)
+  }
+}
+</script>
diff --git a/ui/src/pipeline/edit/transformation/schema/slider/config.ts b/ui/src/pipeline/edit/transformation/schema/slider/config.ts
new file mode 100644
index 000000000..e86c0fdf4
--- /dev/null
+++ b/ui/src/pipeline/edit/transformation/schema/slider/config.ts
@@ -0,0 +1,60 @@
+const sliderData = [
+  {
+    name: '1'
+  }, {
+    name: '2'
+  }, {
+    name: '4'
+  }, {
+    name: '8'
+  }, {
+    name: '16'
+  }, {
+    name: '32'
+  }, {
+    name: '64'
+  }
+]
+
+const options = {
+  dotSize: 14,
+  width: 500,
+  height: 6,
+  contained: false,
+  direction: 'ltr',
+  dataLabel: 'label',
+  dataValue: 'sliderValue',
+  min: 0,
+  max: 100,
+  interval: 1,
+  disabled: false,
+  clickable: true,
+  duration: 0.5,
+  adsorb: false,
+  lazy: false,
+  tooltip: 'none',
+  tooltipPlacement: 'top',
+  tooltipFormatter: 0,
+  useKeyboard: false,
+  keydownHook: null,
+  dragOnClick: false,
+  enableCross: true,
+  fixed: false,
+  minRange: 0,
+  maxRange: 0,
+  order: true,
+  marks: false,
+  dotOptions: 0,
+  dotAttrs: 0,
+  process: true,
+  dotStyle: 0,
+  railStyle: 0,
+  processStyle: 0,
+  tooltipStyle: 0,
+  stepStyle: 0,
+  stepActiveStyle: 0,
+  labelStyle: 0,
+  labelActiveStyle: 0
+}
+
+export const SliderConfig = { sliderData: sliderData, options: options }
diff --git a/ui/src/pipeline/pipeline.ts b/ui/src/pipeline/pipeline.ts
index a4c95d0f9..3d165e86e 100644
--- a/ui/src/pipeline/pipeline.ts
+++ b/ui/src/pipeline/pipeline.ts
@@ -3,6 +3,7 @@ export default interface Pipeline {
   datasourceId: number
   metadata: PipelineMetaData
   transformation: TransformationConfig
+  schema: object
 }
 
 export interface PipelineMetaData {

From 88c0df32c3350859ec9456cd6b7209d03eb4ba6d Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 4 Jul 2021 15:28:17 +0200
Subject: [PATCH 09/38] added schema to pipeline UI. schema is stored inside
 the DB

---
 docker-compose.yml                            |  8 +--
 notification/src/api/pipelineEvent.ts         |  1 +
 .../pipeline-config/model/pipelineConfig.ts   |  2 +
 .../pipeline-config/outboxEventPublisher.ts   |  5 +-
 .../pipeline-config/pipelineConfigManager.ts  |  9 +++-
 .../pipelineConfigRepository.ts               | 13 +++--
 .../src/api/pipelineExecutionEventHandler.ts  |  3 ++
 ui/src/pipeline/PipelineEdit.vue              | 49 ++++++++++++++++---
 .../schema/PipelineSchemaEdit.vue             | 30 +++++++-----
 .../schema/slider/config.ts                   |  0
 .../PipelineTransformationConfig.vue          |  1 -
 ui/src/pipeline/pipeline.ts                   |  2 +-
 12 files changed, 91 insertions(+), 32 deletions(-)
 rename ui/src/pipeline/edit/{transformation => }/schema/PipelineSchemaEdit.vue (55%)
 rename ui/src/pipeline/edit/{transformation => }/schema/slider/config.ts (100%)

diff --git a/docker-compose.yml b/docker-compose.yml
index 815ed7f70..50ec8dbc8 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -171,10 +171,10 @@ services:
   #   - "./pgdata:/var/lib/postgresql/data"
 
   # Uncomment this if you want to manage the Postgres databases with adminer
-  # adminer: # management UI for Postgres
-  #   image: adminer
-  #   ports:
-  #     - 8080:8080
+  adminer: # management UI for Postgres
+    image: adminer
+    ports:
+      - 8081:8080
 
   storage-db-liquibase: # perform database migration on start up
     image: ${DOCKER_REGISTRY}/storage-db-liquibase
diff --git a/notification/src/api/pipelineEvent.ts b/notification/src/api/pipelineEvent.ts
index 4a5d44283..8475b792c 100644
--- a/notification/src/api/pipelineEvent.ts
+++ b/notification/src/api/pipelineEvent.ts
@@ -4,6 +4,7 @@ export interface PipelineSuccessEvent {
   pipelineId: number
   pipelineName: string
   data: object
+  schema?: object
 }
 
 /**
diff --git a/pipeline/src/pipeline-config/model/pipelineConfig.ts b/pipeline/src/pipeline-config/model/pipelineConfig.ts
index 119d3a42f..bd54e9d47 100644
--- a/pipeline/src/pipeline-config/model/pipelineConfig.ts
+++ b/pipeline/src/pipeline-config/model/pipelineConfig.ts
@@ -5,6 +5,7 @@ export interface PipelineConfig {
   datasourceId: number
   transformation: TransformationConfig
   metadata: Metadata
+  schema?: object
 }
 
 export interface TransformationConfig {
@@ -26,6 +27,7 @@ export interface PipelineConfigDTO {
   datasourceId: number
   transformation: TransformationConfig
   metadata: MetadataDTO
+  schema?: object
 }
 
 export interface MetadataDTO {
diff --git a/pipeline/src/pipeline-config/outboxEventPublisher.ts b/pipeline/src/pipeline-config/outboxEventPublisher.ts
index 89486ff03..57ce1f813 100644
--- a/pipeline/src/pipeline-config/outboxEventPublisher.ts
+++ b/pipeline/src/pipeline-config/outboxEventPublisher.ts
@@ -41,11 +41,12 @@ export async function publishError
 }
 
 export async function publishSuccess
-(client: ClientBase, pipelineId: number, pipelineName: string, result: unknown): Promise<string> {
+(client: ClientBase, pipelineId: number, pipelineName: string, result: unknown, schema?: object): Promise<string> {
   const content = {
     pipelineId: pipelineId,
     pipelineName: pipelineName,
-    data: result
+    data: result,
+    schema: schema
   }
   return await insertEvent(client, AMQP_PIPELINE_EXECUTION_SUCCESS_TOPIC, content)
 }
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.ts b/pipeline/src/pipeline-config/pipelineConfigManager.ts
index ba6a14bc8..4005c2afa 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.ts
@@ -66,7 +66,14 @@ export class PipelineConfigManager {
           await EventPublisher.publishError(client, config.id, config.metadata.displayName, result.error.message))
       } else if ('data' in result) {
         await this.pgClient.transaction(async client =>
-          await EventPublisher.publishSuccess(client, config.id, config.metadata.displayName, result.data))
+          await EventPublisher.publishSuccess(
+            client,
+            config.id,
+            config.metadata.displayName,
+            result.data,
+            config.schema
+          )
+        )
       } else {
         console.error(`Pipeline ${config.id} executed with ambiguous result: no data and no error!`)
       }
diff --git a/pipeline/src/pipeline-config/pipelineConfigRepository.ts b/pipeline/src/pipeline-config/pipelineConfigRepository.ts
index 0191ec8d5..aa87de9c2 100644
--- a/pipeline/src/pipeline-config/pipelineConfigRepository.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigRepository.ts
@@ -10,6 +10,7 @@ const CREATE_CONFIG_TABLE_STATEMENT = `
   "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
   "datasourceId" bigint NOT NULL,
   "func" varchar NOT NULL,
+  "schema" jsonb,
   "author" varchar,
   "displayName" varchar NOT NULL,
   "license" varchar,
@@ -19,12 +20,12 @@ const CREATE_CONFIG_TABLE_STATEMENT = `
 )`
 const INSERT_CONFIG_STATEMENT = `
   INSERT INTO "${POSTGRES_SCHEMA}"."${CONFIG_TABLE_NAME}"
-  ("datasourceId", "func", "author", "displayName", "license", "description", "createdAt")
-  VALUES ($1, $2, $3, $4, $5, $6, $7)
+  ("datasourceId", "func", "author", "displayName", "license", "description", "createdAt", "schema")
+  VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
   RETURNING *`
 const UPDATE_CONFIG_STATEMENT = `
   UPDATE "${POSTGRES_SCHEMA}"."${CONFIG_TABLE_NAME}"
-  SET "datasourceId"=$2, "func"=$3, "author"=$4, "displayName"=$5, "license"=$6, "description"=$7
+  SET "datasourceId"=$2, "func"=$3, "author"=$4, "displayName"=$5, "license"=$6, "description"=$7, "schema"=$8
   WHERE id=$1`
 const GET_CONFIG_STATEMENT = `
   SELECT * FROM "${POSTGRES_SCHEMA}"."${CONFIG_TABLE_NAME}" WHERE "id" = $1`
@@ -60,7 +61,8 @@ export async function create (client: ClientBase, config: PipelineConfigDTO): Pr
     config.metadata.displayName,
     config.metadata.license,
     config.metadata.description,
-    new Date()
+    new Date(),
+    config.schema
   ]
   const { rows } = await client.query(INSERT_CONFIG_STATEMENT, values)
   return toPipelineConfig(rows[0])
@@ -93,7 +95,8 @@ export async function update (client: ClientBase, id: number, config: PipelineCo
     config.metadata.author,
     config.metadata.displayName,
     config.metadata.license,
-    config.metadata.description
+    config.metadata.description,
+    config.schema
   ]
   const result = await client.query(UPDATE_CONFIG_STATEMENT, values)
   if (result.rowCount === 0) {
diff --git a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
index 9d9814ec8..5bdc61417 100644
--- a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
@@ -4,6 +4,8 @@ export class PipelineExecutionEventHandler {
   constructor (private readonly contentRepository: StorageContentRepository) {}
 
   async handleSuccess (pipelineExecutedEvent: PipelineExecutedEvent): Promise<void> {
+    console.debug('***************')
+    console.debug(pipelineExecutedEvent)
     await this.contentRepository.saveContent(pipelineExecutedEvent.pipelineId.toString(), {
       pipelineId: pipelineExecutedEvent.pipelineId,
       timestamp: pipelineExecutedEvent.timestamp ?? new Date(),
@@ -16,5 +18,6 @@ export interface PipelineExecutedEvent {
   pipelineId: number
   pipelineName: string
   data: unknown
+  schema: object
   timestamp?: Date
 }
diff --git a/ui/src/pipeline/PipelineEdit.vue b/ui/src/pipeline/PipelineEdit.vue
index 8f90c2459..a57bc4602 100644
--- a/ui/src/pipeline/PipelineEdit.vue
+++ b/ui/src/pipeline/PipelineEdit.vue
@@ -58,25 +58,48 @@
             <pipeline-transformation-config
               v-model="dialogPipeline.transformation"
               :datasource-id="dialogPipeline.datasourceId"
-              @validityChanged="validStep2 = $event"
+              @validityChanged="validStep2 = isSchemaAlive? $event : $event+1"
             />
             <stepper-button-group
               :step="2"
               :next-enabled="validStep2"
-              @stepChanged="dialogStep = $event"
+              @stepChanged="dialogStep = isSchemaAlive? $event : $event+1"
             />
           </v-stepper-content>
 
           <v-stepper-step
+            v-if="isSchemaAlive"
             :complete="dialogStep > 3"
             step="3"
+          >
+            Generated schema
+            <small>Customize the generated schema </small>
+          </v-stepper-step>
+          <v-stepper-content 
+            v-if="isSchemaAlive"
+            step="3"
+          >
+            <pipeline-schema-edit
+              v-model="dialogPipeline"
+              @validityChanged="validStep3 = $event"
+            />
+            <stepper-button-group
+              :step="3"
+              :next-enabled="validStep3"
+              @stepChanged="dialogStep = $event"
+            />
+          </v-stepper-content>
+
+          <v-stepper-step
+            :complete="dialogStep > 4"
+            step="4"
           >
             Meta-Data
           </v-stepper-step>
-          <v-stepper-content step="3">
+          <v-stepper-content step="4">
             <pipeline-metadata-config
               v-model="dialogPipeline.metadata"
-              @validityChanged="validStep3 = $event"
+              @validityChanged="validStep4 = $event"
             />
           </v-stepper-content>
         </v-stepper>
@@ -119,17 +142,18 @@ import Component from 'vue-class-component'
 import { Watch } from 'vue-property-decorator'
 import { Action, State } from 'vuex-class'
 
+import * as SchemaSuggestionREST from './../datasource/schemaSuggestionRest'
 import Pipeline from '@/pipeline/pipeline'
 import StepperButtonGroup from '@/components/StepperButtonGroup.vue'
 import PipelineMetadataConfig from '@/pipeline/edit/PipelineMetadataConfig.vue'
 import PipelineTransformationConfig from '@/pipeline/edit/transformation/PipelineTransformationConfig.vue'
-import PipelneSchemaEdit from './edit/transformation/schema/PipelineSchemaEdit.vue'
+import PipelineSchemaEdit from './edit/schema/PipelineSchemaEdit.vue'
 import { requiredRule } from '@/validators'
 
 const pipelineNamespace = { namespace: 'pipeline' }
 
 @Component({
-  components: { StepperButtonGroup, PipelineMetadataConfig, PipelineTransformationConfig }
+  components: { StepperButtonGroup, PipelineMetadataConfig, PipelineTransformationConfig, PipelineSchemaEdit }
 })
 export default class PipelineEdit extends Vue {
   @Action('loadPipelineById', pipelineNamespace) private loadPipelineByIdAction!: (id: number) => void
@@ -139,12 +163,14 @@ export default class PipelineEdit extends Vue {
 
   private isEditMode = false
   private isDatasourcePreselected = false
+  private isSchemaAlive: boolean = false
 
   private dialogStep = 1
 
   private validStep1 = false
   private validStep2 = false // need to execute
   private validStep3 = true // starts with valid default values
+  private validStep4 = true // starts with valid default values
 
   private dialogPipeline: Pipeline = {
     id: -1,
@@ -175,6 +201,14 @@ export default class PipelineEdit extends Vue {
     }
   }
 
+  mounted (): void{
+    void this.updateIsSchemaAlive()
+  }
+
+  private async updateIsSchemaAlive (): Promise<void> {
+    this.isSchemaAlive = (await SchemaSuggestionREST.getIsAlive() === 'alive')    
+  }
+
   @Watch('selectedPipeline')
   onSelectedPipelineChange (value: Pipeline, oldValue: Pipeline): void {
     if (value !== oldValue) {
@@ -204,7 +238,8 @@ export default class PipelineEdit extends Vue {
   private evaluateAllForms (): boolean {
     return this.validStep1 &&
         this.validStep2 &&
-        this.validStep3
+        this.validStep3 &&
+        this.validStep4
   }
 }
 </script>
diff --git a/ui/src/pipeline/edit/transformation/schema/PipelineSchemaEdit.vue b/ui/src/pipeline/edit/schema/PipelineSchemaEdit.vue
similarity index 55%
rename from ui/src/pipeline/edit/transformation/schema/PipelineSchemaEdit.vue
rename to ui/src/pipeline/edit/schema/PipelineSchemaEdit.vue
index ca6f9a0ba..2bcf6043a 100644
--- a/ui/src/pipeline/edit/transformation/schema/PipelineSchemaEdit.vue
+++ b/ui/src/pipeline/edit/schema/PipelineSchemaEdit.vue
@@ -22,7 +22,7 @@
     </v-card-actions>
     <v-textarea
       v-model="schemaAsText"
-      label="Datasource schema suggestion"
+      label="Pipeline schema suggestion"
       @keyup="formChanged"
     />
   </v-form>
@@ -31,13 +31,16 @@
 <script lang="ts">
 import Vue from 'vue'
 import Component from 'vue-class-component'
-import * as SchemaSuggestionREST from './../../../../datasource/schemaSuggestionRest'
+import * as SchemaSuggestionREST from './../../../datasource/schemaSuggestionRest'
+import * as DatasourceRest from './../../../datasource/datasourceRest'
+import * as TransformationRest from './../transformation/transformationRest'
 import VueSlider from 'vue-slider-component'
 import 'vue-slider-component/theme/default.css'
 
+import { TransformationRequest, JobResult } from './../transformation/transformation'
 import { Emit, PropSync } from 'vue-property-decorator'
-import { requiredRule } from '../../../../validators'
-import PipeLine from '../../../pipeline'
+import { requiredRule } from '../../../validators'
+import Pipeline from '../../pipeline'
 import { SliderConfig } from './slider/config'
 
 @Component({ components: { VueSlider } })
@@ -50,15 +53,17 @@ export default class PipelineSchemaEdit extends Vue {
   private schemaAsText = ''
 
   mounted (): void{
-    this.schemaAsText = JSON.stringify(this.pipeLine.schema)
+    if (this.pipeline.schema !== null || this.pipeline.schema !== undefined) {
+      this.schemaAsText = JSON.stringify(this.pipeline.schema)
+    }
   }
 
   @PropSync('value')
-  private pipeLine!: PipeLine
+  private pipeline!: Pipeline
 
   @Emit('value')
-  emitValue (): PipeLine {
-    return this.pipeLine
+  emitValue (): Pipeline {
+    return this.pipeline
   }
 
   @Emit('validityChanged')
@@ -72,9 +77,12 @@ export default class PipelineSchemaEdit extends Vue {
   }
 
   private async onGenerate (): Promise<void> {
-    this.pipeLine.schema = 
-      await SchemaSuggestionREST.getSchema(JSON.stringify(preview), this.currentSliderValue)
-    this.schemaAsText = JSON.stringify(this.dataSource.schema)
+    const data = await DatasourceRest.getDatasourceData(this.pipeline.datasourceId)
+    const request: TransformationRequest = { data: data, func: this.pipeline.transformation.func }
+    const result: JobResult = await TransformationRest.transformData(request)
+    this.pipeline.schema = 
+      await SchemaSuggestionREST.getSchema(JSON.stringify(result.data), this.currentSliderValue)
+    this.schemaAsText = JSON.stringify(this.pipeline.schema)
   }
 }
 </script>
diff --git a/ui/src/pipeline/edit/transformation/schema/slider/config.ts b/ui/src/pipeline/edit/schema/slider/config.ts
similarity index 100%
rename from ui/src/pipeline/edit/transformation/schema/slider/config.ts
rename to ui/src/pipeline/edit/schema/slider/config.ts
diff --git a/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue b/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue
index d9dfc0f65..d7f0b4aef 100644
--- a/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue
+++ b/ui/src/pipeline/edit/transformation/PipelineTransformationConfig.vue
@@ -60,7 +60,6 @@ const namespace = { namespace: 'transformation' }
 export default class PipelineTransformationConfig extends Vue {
   @Prop() value!: TransformationConfig
   @Prop() datasourceId!: number
-  @Prop() transformedData!: JobResult
 
   private validForm = false // function needs to be tested in order to be valid
 
diff --git a/ui/src/pipeline/pipeline.ts b/ui/src/pipeline/pipeline.ts
index 3d165e86e..dc17da20a 100644
--- a/ui/src/pipeline/pipeline.ts
+++ b/ui/src/pipeline/pipeline.ts
@@ -3,7 +3,7 @@ export default interface Pipeline {
   datasourceId: number
   metadata: PipelineMetaData
   transformation: TransformationConfig
-  schema: object
+  schema?: object
 }
 
 export interface PipelineMetaData {

From 724d7843944e922a6eaaa9d7c3bacc4ab0b3ac3f Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 4 Jul 2021 18:11:36 +0200
Subject: [PATCH 10/38] schema is now correctly pushed into amqp

---
 pipeline/src/pipeline-config/outboxEventPublisher.ts     | 2 ++
 pipeline/src/pipeline-config/pipelineConfigRepository.ts | 2 ++
 2 files changed, 4 insertions(+)

diff --git a/pipeline/src/pipeline-config/outboxEventPublisher.ts b/pipeline/src/pipeline-config/outboxEventPublisher.ts
index 57ce1f813..0e76ee687 100644
--- a/pipeline/src/pipeline-config/outboxEventPublisher.ts
+++ b/pipeline/src/pipeline-config/outboxEventPublisher.ts
@@ -48,5 +48,7 @@ export async function publishSuccess
     data: result,
     schema: schema
   }
+  console.debug('*******outboxerpipeline***********')
+  console.debug(schema)
   return await insertEvent(client, AMQP_PIPELINE_EXECUTION_SUCCESS_TOPIC, content)
 }
diff --git a/pipeline/src/pipeline-config/pipelineConfigRepository.ts b/pipeline/src/pipeline-config/pipelineConfigRepository.ts
index aa87de9c2..2b83b5d04 100644
--- a/pipeline/src/pipeline-config/pipelineConfigRepository.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigRepository.ts
@@ -47,6 +47,7 @@ interface DatabasePipeline {
   license: string
   description: string
   createdAt: Date
+  schema?: object
 }
 
 export async function createPipelineConfigTable (client: ClientBase): Promise<void> {
@@ -122,6 +123,7 @@ function toPipelineConfig (dbResult: DatabasePipeline): PipelineConfig {
   return {
     id: +dbResult.id,
     datasourceId: +dbResult.datasourceId,
+    schema: dbResult.schema,
     transformation: {
       func: dbResult.func
     },

From 094ed65b7a6a9b1a39f1c62b4152ac71847af018 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Tue, 6 Jul 2021 17:12:47 +0200
Subject: [PATCH 11/38] maybe fixed integration test

---
 .../jvalue/ods/adapterservice/datasource/model/DataImport.java  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index 951728e16..46ae746e9 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -26,7 +26,7 @@ public class DataImport {
 
   private String health;
 
-  @ElementCollection
+  @Column(name = "error_messages", columnDefinition= "text[]")
   private List<String> errorMessages;
 
   @ManyToOne(fetch = FetchType.EAGER)

From 4a92458ac7d92e22a2460c54b96da56a90d87d97 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 7 Jul 2021 02:29:53 +0200
Subject: [PATCH 12/38] Model and DB integration for tranformed data by
 pipeline added. Validity check and status handling added. UI integration
 missing

---
 notification/src/api/pipelineEvent.ts         |    2 +-
 pipeline/package-lock.json                    | 7537 +----------------
 pipeline/package.json                         |    1 +
 .../pipeline-config/model/pipelineConfig.ts   |    4 +-
 .../model/pipelineTransformedData.ts          |   59 +
 .../pipeline-config/outboxEventPublisher.ts   |    2 -
 .../pipelineConfigManager.test.ts             |   20 +-
 .../pipeline-config/pipelineConfigManager.ts  |   24 +
 .../pipelineConfigRepository.ts               |    2 +-
 .../src/pipeline-config/pipelineDatabase.ts   |    2 +
 .../pipelineTransformedDataRepository.ts      |  137 +
 ui/src/pipeline/PipelineEdit.vue              |    3 +-
 ui/src/pipeline/pipeline.ts                   |    2 +-
 13 files changed, 308 insertions(+), 7487 deletions(-)
 create mode 100644 pipeline/src/pipeline-config/model/pipelineTransformedData.ts
 create mode 100644 pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts

diff --git a/notification/src/api/pipelineEvent.ts b/notification/src/api/pipelineEvent.ts
index 8475b792c..d3fd76655 100644
--- a/notification/src/api/pipelineEvent.ts
+++ b/notification/src/api/pipelineEvent.ts
@@ -4,7 +4,7 @@ export interface PipelineSuccessEvent {
   pipelineId: number
   pipelineName: string
   data: object
-  schema?: object
+  schema: object
 }
 
 /**
diff --git a/pipeline/package-lock.json b/pipeline/package-lock.json
index 99aea7e80..c2e22a742 100644
--- a/pipeline/package-lock.json
+++ b/pipeline/package-lock.json
@@ -1,7452 +1,8 @@
 {
   "name": "open-data-service-pipeline",
   "version": "1.1.0",
-  "lockfileVersion": 2,
+  "lockfileVersion": 1,
   "requires": true,
-  "packages": {
-    "": {
-      "name": "open-data-service-pipeline",
-      "version": "1.1.0",
-      "dependencies": {
-        "@jvalue/node-dry-amqp": "0.1.2",
-        "@jvalue/node-dry-basics": "0.0.3",
-        "@jvalue/node-dry-pg": "1.2.1",
-        "axios": "^0.21.1",
-        "body-parser": "^1.19.0",
-        "cors": "^2.8.5",
-        "express": "^4.17.1",
-        "vm2": "^3.9.3"
-      },
-      "devDependencies": {
-        "@types/cors": "^2.8.10",
-        "@types/express": "^4.17.12",
-        "@types/jest": "^26.0.23",
-        "@types/supertest": "^2.0.11",
-        "@typescript-eslint/eslint-plugin": "^4.28.0",
-        "@typescript-eslint/parser": "^4.28.0",
-        "eslint": "^7.29.0",
-        "eslint-config-standard-with-typescript": "20.0.0",
-        "eslint-plugin-import": "^2.23.4",
-        "eslint-plugin-node": "^11.1.0",
-        "eslint-plugin-promise": "^4.3.1",
-        "jest": "^27.0.5",
-        "ts-jest": "^27.0.3",
-        "tslib": "^2.3.0",
-        "typescript": "^4.3.4"
-      },
-      "engines": {
-        "node": ">=16"
-      }
-    },
-    "node_modules/@babel/code-frame": {
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       "integrity": "sha512-7rKUyy33Q1yc98pQ1DAmLtwX109F7TIfWlW1Ydo8Wl1ii1SeHieeh0HHfPeL2fMXK6z0s8ecKs9frCuLJvndBg==",
-      "dev": true,
       "requires": {
         "punycode": "^2.1.0"
       }
@@ -13068,8 +5652,7 @@
       "version": "7.5.0",
       "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.0.tgz",
       "integrity": "sha512-6ezXvzOZupqKj4jUqbQ9tXuJNo+BR2gU8fFRk3XCP3e0G6WT414u5ELe6Y0vtp7kmSJ3F7YWObSNr1ESsgi4vw==",
-      "dev": true,
-      "requires": {}
+      "dev": true
     },
     "xml-name-validator": {
       "version": "3.0.0",
diff --git a/pipeline/package.json b/pipeline/package.json
index e25e57d07..ff4d4d959 100644
--- a/pipeline/package.json
+++ b/pipeline/package.json
@@ -15,6 +15,7 @@
     "@jvalue/node-dry-amqp": "0.1.2",
     "@jvalue/node-dry-basics": "0.0.3",
     "@jvalue/node-dry-pg": "1.2.1",
+    "ajv": "^8.6.1",
     "axios": "^0.21.1",
     "body-parser": "^1.19.0",
     "cors": "^2.8.5",
diff --git a/pipeline/src/pipeline-config/model/pipelineConfig.ts b/pipeline/src/pipeline-config/model/pipelineConfig.ts
index bd54e9d47..3d093ffd4 100644
--- a/pipeline/src/pipeline-config/model/pipelineConfig.ts
+++ b/pipeline/src/pipeline-config/model/pipelineConfig.ts
@@ -5,7 +5,7 @@ export interface PipelineConfig {
   datasourceId: number
   transformation: TransformationConfig
   metadata: Metadata
-  schema?: object
+  schema: object
 }
 
 export interface TransformationConfig {
@@ -27,7 +27,7 @@ export interface PipelineConfigDTO {
   datasourceId: number
   transformation: TransformationConfig
   metadata: MetadataDTO
-  schema?: object
+  schema: object
 }
 
 export interface MetadataDTO {
diff --git a/pipeline/src/pipeline-config/model/pipelineTransformedData.ts b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
new file mode 100644
index 000000000..b87a4ad2f
--- /dev/null
+++ b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
@@ -0,0 +1,59 @@
+import { validators } from '@jvalue/node-dry-basics'
+
+export interface PipelineTransformedData {
+  id: number
+  pipelineId: number
+  healthStatus: string
+  data: unknown
+  schema: object
+}
+
+export interface PipelineTransformedDataDTO {
+  pipelineId: number
+  healthStatus: string
+  data: unknown
+  schema: object
+}
+
+export class PipelineTransformedDataDTOValidator {
+  private errors: string[] = []
+
+  validate (pipelineTransformedData: unknown): pipelineTransformedData is PipelineTransformedDataDTO {
+    this.errors = []
+    if (!validators.isObject(pipelineTransformedData)) {
+      this.errors.push('\'PipelineTransformedData\' must be an object')
+      return false
+    }
+
+    if (!validators.hasProperty(pipelineTransformedData, 'pipelineId')) {
+      this.errors.push('\'datasourceId\' property is missing')
+    } else if (!validators.isNumber(pipelineTransformedData.pipelineId)) {
+      this.errors.push('\'pipelineId\' property must be a number')
+    }
+
+    if (!validators.hasProperty(pipelineTransformedData, 'healthStatus')) {
+      this.errors.push('\'metadata.displayName\' property is missing')
+    } else if (!validators.isString(pipelineTransformedData.healthStatus)) {
+      this.errors.push('\'metadata.displayName\' property must be a string')
+    }
+
+    if (!validators.hasProperty(pipelineTransformedData, 'data')) {
+      this.errors.push('\'data\' property is missing')
+    }
+    /* else if (!validators.isObject(pipelineTransformedData.data)) {
+    this.errors.push('\'data\' property must be a object')
+    } */
+
+    if (validators.hasProperty(pipelineTransformedData, 'schema')) {
+      if (!validators.isObject(pipelineTransformedData.schema)) {
+        this.errors.push('\'schema\' property must be a object')
+      }
+    }
+
+    return this.errors.length === 0
+  }
+
+  getErrors (): string[] {
+    return this.errors
+  }
+}
diff --git a/pipeline/src/pipeline-config/outboxEventPublisher.ts b/pipeline/src/pipeline-config/outboxEventPublisher.ts
index 0e76ee687..57ce1f813 100644
--- a/pipeline/src/pipeline-config/outboxEventPublisher.ts
+++ b/pipeline/src/pipeline-config/outboxEventPublisher.ts
@@ -48,7 +48,5 @@ export async function publishSuccess
     data: result,
     schema: schema
   }
-  console.debug('*******outboxerpipeline***********')
-  console.debug(schema)
   return await insertEvent(client, AMQP_PIPELINE_EXECUTION_SUCCESS_TOPIC, content)
 }
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.test.ts b/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
index 950114476..9f7b7ce83 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
@@ -7,6 +7,7 @@ import PipelineExecutor from '../pipeline-execution/pipelineExecutor'
 import { PipelineConfig, PipelineConfigDTO } from './model/pipelineConfig'
 import VM2SandboxExecutor from '../pipeline-execution/sandbox/vm2SandboxExecutor'
 import * as PipelineConfigRepository from './pipelineConfigRepository'
+// import * as PipelineTransformedDataRepository from './pipelineTransformedDataRepository'
 import * as OutboxEventPublisher from './outboxEventPublisher'
 
 jest.mock('@jvalue/node-dry-pg', () => {
@@ -33,6 +34,18 @@ jest.mock('./pipelineConfigRepository', () => {
   }
 })
 
+jest.mock('./pipelineTransformedDataRepository', () => {
+  return {
+    insertTransformedData: jest.fn(),
+    get: jest.fn(),
+    getAll: jest.fn(),
+    getByDatasourceId: jest.fn(),
+    update: jest.fn(),
+    deleteById: jest.fn(),
+    deleteAll: jest.fn()
+  }
+})
+
 jest.mock('./outboxEventPublisher', () => {
   return {
     publishCreation: jest.fn(),
@@ -57,7 +70,8 @@ function generateConfig (): PipelineConfig {
       license: 'Test License',
       description: 'A test pipeline.',
       creationTimestamp: new Date()
-    }
+    },
+    schema: {}
   }
 }
 
@@ -72,12 +86,14 @@ function pipelineConfigDTO (): PipelineConfigDTO {
       displayName: 'Pipeline Test',
       license: 'Test License',
       description: 'A test pipeline.'
-    }
+    },
+    schema: {}
   }
 }
 
 const pipelineConfigRepositoryMock = mocked(PipelineConfigRepository, true)
 const outboxEventPublisherMock = mocked(OutboxEventPublisher, true)
+// const pipelineTransformedDataRepositoryMock = mocked(PipelineTransformedDataRepository, true)
 
 afterEach(() => {
   jest.clearAllMocks()
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.ts b/pipeline/src/pipeline-config/pipelineConfigManager.ts
index 4005c2afa..f4600c08d 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.ts
@@ -1,9 +1,12 @@
 import { PostgresClient } from '@jvalue/node-dry-pg'
+import Ajv from 'ajv'
 
 import PipelineExecutor from '../pipeline-execution/pipelineExecutor'
 import { PipelineConfig, PipelineConfigDTO } from './model/pipelineConfig'
+import { PipelineTransformedDataDTO } from './model/pipelineTransformedData'
 import * as EventPublisher from './outboxEventPublisher'
 import * as PipelineConfigRepository from './pipelineConfigRepository'
+import * as PipelineTransformedDataRepository from './pipelineTransformedDataRepository'
 
 export class PipelineConfigManager {
   constructor (
@@ -59,12 +62,33 @@ export class PipelineConfigManager {
 
   async triggerConfig (datasourceId: number, data: object): Promise<void> {
     const allConfigs = await this.getByDatasourceId(datasourceId)
+    const ajv = new Ajv({ strict: false })
     for (const config of allConfigs) {
       const result = this.pipelineExecutor.executeJob(config.transformation.func, data)
       if ('error' in result) {
         await this.pgClient.transaction(async client =>
           await EventPublisher.publishError(client, config.id, config.metadata.displayName, result.error.message))
       } else if ('data' in result) {
+        let validate: any
+        let valid: boolean = true
+        if (config.schema !== undefined || config.schema !== null) {
+          validate = ajv.compile(config.schema)
+          valid = validate(result.data)
+        }
+
+        const transformedData: PipelineTransformedDataDTO = {
+          pipelineId: config.id,
+          healthStatus: 'OK',
+          data: result.data as object,
+          schema: config.schema
+        }
+
+        if (!valid) {
+          transformedData.healthStatus = 'WARNING'
+        }
+        await this.pgClient.transaction(async client =>
+          await PipelineTransformedDataRepository.insertTransformedData(client, transformedData))
+
         await this.pgClient.transaction(async client =>
           await EventPublisher.publishSuccess(
             client,
diff --git a/pipeline/src/pipeline-config/pipelineConfigRepository.ts b/pipeline/src/pipeline-config/pipelineConfigRepository.ts
index 2b83b5d04..4d30ead2a 100644
--- a/pipeline/src/pipeline-config/pipelineConfigRepository.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigRepository.ts
@@ -47,7 +47,7 @@ interface DatabasePipeline {
   license: string
   description: string
   createdAt: Date
-  schema?: object
+  schema: object
 }
 
 export async function createPipelineConfigTable (client: ClientBase): Promise<void> {
diff --git a/pipeline/src/pipeline-config/pipelineDatabase.ts b/pipeline/src/pipeline-config/pipelineDatabase.ts
index da926e814..e319ce95f 100644
--- a/pipeline/src/pipeline-config/pipelineDatabase.ts
+++ b/pipeline/src/pipeline-config/pipelineDatabase.ts
@@ -5,6 +5,7 @@ import { POSTGRES_DB, POSTGRES_HOST, POSTGRES_PORT, POSTGRES_PW, POSTGRES_USER }
 
 import { createPipelineConfigTable } from './pipelineConfigRepository'
 import { createPipelineEventTable } from './pipelineEventRepository'
+import { createPipelineTransormDataTable } from './pipelineTransformedDataRepository'
 
 const POOL_CONFIG: PoolConfig = {
   host: POSTGRES_HOST,
@@ -23,6 +24,7 @@ export async function init (retries: number, backoffMs: number): Promise<Postgre
   await postgresClient.transaction(async client => {
     await createPipelineConfigTable(client)
     await createPipelineEventTable(client)
+    await createPipelineTransormDataTable(client)
   })
   return postgresClient
 }
diff --git a/pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts b/pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts
new file mode 100644
index 000000000..28260a47f
--- /dev/null
+++ b/pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts
@@ -0,0 +1,137 @@
+import { ClientBase, QueryResult } from 'pg'
+
+import { POSTGRES_SCHEMA } from '../env'
+import { PipelineTransformedData, PipelineTransformedDataDTO } from './model/pipelineTransformedData'
+
+const TRANSFORMED_DATA_TABLE_NAME = 'transformedData'
+
+const CREATE_TRANSFORMED_DATA_TABLE_STATEMENT = `
+CREATE TABLE IF NOT EXISTS "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}"(
+  "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
+  "pipelineId" bigint NOT NULL,
+  "healthStatus" varchar NOT NULL,
+  "data" jsonb NOT NULL,
+  "schema" jsonb,
+  "createdAt" timestamp
+);
+`
+const INSERT_TRANSFORMED_DATA_STATEMENT = `
+INSERT INTO "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}"
+  ("pipelineId", "healthStatus", "data", "schema", "createdAt")
+  VALUES ($1, $2, $3, $4, $5)
+  RETURNING *
+`
+const UPDATE_TRANDFORMED_DATA_STATEMENT = `
+UPDATE "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}"
+  SET "pipelineId"=$2, "healthStatus"=$3, "data"=$4, "schema"=$5
+  WHERE "id"=$1
+`
+
+const GET_TRANSFORMED_DATA_STATEMENT = `
+  SELECT * FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}" WHERE "id" = $1`
+const GET_ALL_TRANSFORMED_DATAS_STATEMENT = `
+  SELECT * FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}"`
+const GET_ALL_TRANSFORMED_DATAS_BY_PIPELINE_ID_STATEMENT = `
+  SELECT * FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}" WHERE "pipelineId" = $1`
+const DELETE_TRANSFORMED_DATA_STATEMENT = `
+  DELETE FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}" WHERE "id" = $1 RETURNING *`
+const DELETE_ALL_TRANSFORMED_DATAS_STATEMENT = `
+  DELETE FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}" RETURNING *`
+
+interface DatabaseTransformedData {
+  id: string
+  pipelineId: string
+  healthStatus: string
+  data: unknown
+  schema: object
+}
+
+export async function createPipelineTransormDataTable (client: ClientBase): Promise<void> {
+  await client.query(CREATE_TRANSFORMED_DATA_TABLE_STATEMENT)
+}
+
+export async function insertTransformedData (
+  client: ClientBase,
+  transformedData: PipelineTransformedDataDTO
+): Promise<PipelineTransformedData> {
+  const data = Array.isArray(transformedData.data) ? JSON.stringify(transformedData.data) : transformedData.data
+  const values = [
+    transformedData.pipelineId,
+    transformedData.healthStatus,
+    data,
+    transformedData.schema,
+    new Date()
+  ]
+  const { rows } = await client.query(INSERT_TRANSFORMED_DATA_STATEMENT, values)
+  return toPipelineTransformedData(rows[0])
+}
+
+export async function get (client: ClientBase, id: number): Promise<PipelineTransformedData | undefined> {
+  const resultSet = await client.query(GET_TRANSFORMED_DATA_STATEMENT, [id])
+  if (resultSet.rowCount === 0) {
+    return undefined
+  }
+  const content = toPipelineTransformedDatas(resultSet)
+  return content[0]
+}
+
+export async function getAll (client: ClientBase): Promise<PipelineTransformedData[]> {
+  const resultSet = await client.query(GET_ALL_TRANSFORMED_DATAS_STATEMENT, [])
+  return toPipelineTransformedDatas(resultSet)
+}
+
+export async function getByPipelineId (client: ClientBase, pipelineId: number): Promise<PipelineTransformedData[]> {
+  const resultSet = await client.query(GET_ALL_TRANSFORMED_DATAS_BY_PIPELINE_ID_STATEMENT, [pipelineId])
+  return toPipelineTransformedDatas(resultSet)
+}
+
+export async function update (
+  client: ClientBase,
+  id: number,
+  TRANSFORMED_DATA: PipelineTransformedDataDTO
+): Promise<void> {
+  const values = [
+    id,
+    TRANSFORMED_DATA.pipelineId,
+    TRANSFORMED_DATA.healthStatus,
+    TRANSFORMED_DATA.data,
+    TRANSFORMED_DATA.schema
+  ]
+  const result = await client.query(UPDATE_TRANDFORMED_DATA_STATEMENT, values)
+  if (result.rowCount === 0) {
+    throw new Error(`Could not find TRANSFORMED_DATA with ${id} to update`)
+  }
+}
+
+export async function deleteById (client: ClientBase, id: number): Promise<PipelineTransformedData> {
+  const result = await client.query(DELETE_TRANSFORMED_DATA_STATEMENT, [id])
+  if (result.rowCount === 0) {
+    throw new Error(`Could not find TRANSFORMED_DATA with ${id} to delete`)
+  }
+  const content = toPipelineTransformedDatas(result)
+  return content[0]
+}
+
+export async function deleteAll (client: ClientBase): Promise<PipelineTransformedData[]> {
+  const result = await client.query(DELETE_ALL_TRANSFORMED_DATAS_STATEMENT, [])
+  return toPipelineTransformedDatas(result)
+}
+
+function toPipelineTransformedData (dbResult: DatabaseTransformedData): PipelineTransformedData {
+  return {
+    id: +dbResult.id,
+    pipelineId: +dbResult.pipelineId,
+    healthStatus: dbResult.healthStatus,
+    data: dbResult.data,
+    schema: dbResult.schema
+  }
+}
+
+function toPipelineTransformedDatas (resultSet: QueryResult<DatabaseTransformedData>): PipelineTransformedData[] {
+  const transformedDates: PipelineTransformedData[] = []
+  for (const row of resultSet.rows) {
+    const transformedData = toPipelineTransformedData(row)
+    transformedDates.push(transformedData)
+  }
+  return transformedDates
+}
diff --git a/ui/src/pipeline/PipelineEdit.vue b/ui/src/pipeline/PipelineEdit.vue
index a57bc4602..12260142f 100644
--- a/ui/src/pipeline/PipelineEdit.vue
+++ b/ui/src/pipeline/PipelineEdit.vue
@@ -181,7 +181,8 @@ export default class PipelineEdit extends Vue {
       license: '',
       description: '',
       displayName: ''
-    }
+    },
+    schema: {}
   }
 
   private required = requiredRule
diff --git a/ui/src/pipeline/pipeline.ts b/ui/src/pipeline/pipeline.ts
index dc17da20a..3d165e86e 100644
--- a/ui/src/pipeline/pipeline.ts
+++ b/ui/src/pipeline/pipeline.ts
@@ -3,7 +3,7 @@ export default interface Pipeline {
   datasourceId: number
   metadata: PipelineMetaData
   transformation: TransformationConfig
-  schema?: object
+  schema: object
 }
 
 export interface PipelineMetaData {

From 09b4b7d9d569f8c831035bf0fa4ae840be7d9cee Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Thu, 8 Jul 2021 02:22:16 +0200
Subject: [PATCH 13/38] added ui support for pipeline healthstatus. API not
 available due to bug yet

---
 .../rest/pipelineTransformedDataEndpoint.ts   | 39 +++++++++++++
 pipeline/src/index.ts                         | 11 +++-
 .../model/pipelineTransformedData.ts          |  7 +++
 .../pipelineConfigManager.test.ts             | 24 +++++---
 .../pipeline-config/pipelineConfigManager.ts  |  8 +--
 .../pipelineTransformedDataManager.ts         | 55 +++++++++++++++++++
 .../pipelineTransformedDataRepository.ts      | 18 +++++-
 .../src/api/pipelineExecutionEventHandler.ts  |  2 -
 ui/src/pipeline/PipelineOverview.vue          | 21 ++++++-
 ui/src/pipeline/pipeline.module.ts            | 38 ++++++++++++-
 ui/src/pipeline/pipeline.ts                   | 12 ++++
 ui/src/pipeline/pipelineTransRest.ts          | 21 +++++++
 12 files changed, 236 insertions(+), 20 deletions(-)
 create mode 100644 pipeline/src/api/rest/pipelineTransformedDataEndpoint.ts
 create mode 100644 pipeline/src/pipeline-config/pipelineTransformedDataManager.ts
 create mode 100644 ui/src/pipeline/pipelineTransRest.ts

diff --git a/pipeline/src/api/rest/pipelineTransformedDataEndpoint.ts b/pipeline/src/api/rest/pipelineTransformedDataEndpoint.ts
new file mode 100644
index 000000000..69fc763db
--- /dev/null
+++ b/pipeline/src/api/rest/pipelineTransformedDataEndpoint.ts
@@ -0,0 +1,39 @@
+import express from 'express'
+
+import { PipelineTransformedDataManager } from '../../pipeline-config/pipelineTransformedDataManager'
+import { PipelineTransformedDataMetaData } from '../../pipeline-config/model/pipelineTransformedData'
+import { asyncHandler } from './utils'
+
+export class PipelineTranformedDataEndpoint {
+  constructor (private readonly pipelineTransformedDataManager: PipelineTransformedDataManager) {}
+
+  registerRoutes = (app: express.Application): void => {
+    app.get('/transdata/:id/transforms/latest', asyncHandler(this.getLatest))
+    app.get('/transdata', asyncHandler(this.getAlive))
+  }
+
+  // The following methods need arrow syntax because of javascript 'this' shenanigans
+  getAlive = async (req: express.Request, res: express.Response): Promise<void> => {
+    res.status(200)
+      .send('I am alive!')
+  }
+
+  getLatest = async (req: express.Request, res: express.Response): Promise<void> => {
+    const pipelineId = parseInt(req.params.id)
+    if (Number.isNaN(pipelineId)) {
+      res.status(400).send('Path parameter id is missing or is incorrect')
+      return
+    }
+    const transformedData = await this.pipelineTransformedDataManager.getLatest(pipelineId)
+    if (transformedData === undefined) {
+      res.status(404).send('Config not found')
+      return
+    }
+    const transformedDataMetaData: PipelineTransformedDataMetaData = {
+      id: transformedData.id,
+      healthStatus: transformedData.healthStatus,
+      timestamp: transformedData.createdAt as string
+    }
+    res.status(200).json(transformedDataMetaData)
+  }
+}
diff --git a/pipeline/src/index.ts b/pipeline/src/index.ts
index 00ad1ca12..2a5428122 100644
--- a/pipeline/src/index.ts
+++ b/pipeline/src/index.ts
@@ -12,6 +12,8 @@ import VM2SandboxExecutor from './pipeline-execution/sandbox/vm2SandboxExecutor'
 import PipelineExecutor from './pipeline-execution/pipelineExecutor'
 import { PipelineConfigEndpoint } from './api/rest/pipelineConfigEndpoint'
 import { PipelineConfigManager } from './pipeline-config/pipelineConfigManager'
+import { PipelineTransformedDataManager } from './pipeline-config/pipelineTransformedDataManager'
+import { PipelineTranformedDataEndpoint } from './api/rest/pipelineTransformedDataEndpoint'
 import { createDatasourceExecutionConsumer } from './api/amqp/datasourceExecutionConsumer'
 import { init as initDatabase } from './pipeline-config/pipelineDatabase'
 
@@ -34,9 +36,14 @@ async function main (): Promise<void> {
 
   const postgresClient = await initDatabase(CONNECTION_RETRIES, CONNECTION_BACKOFF)
 
+  const pipelineTransformedDataManager = new PipelineTransformedDataManager(
+    postgresClient
+  )
+
   const pipelineConfigManager = new PipelineConfigManager(
     postgresClient,
-    pipelineExecutor
+    pipelineExecutor,
+    pipelineTransformedDataManager
   )
 
   const amqpConnection = new AmqpConnection(AMQP_URL, CONNECTION_RETRIES, CONNECTION_BACKOFF, onAmqpConnectionLoss)
@@ -44,6 +51,7 @@ async function main (): Promise<void> {
 
   const pipelineExecutionEndpoint = new PipelineExecutionEndpoint(pipelineExecutor)
   const pipelineConfigEndpoint = new PipelineConfigEndpoint(pipelineConfigManager)
+  const pipelineTransformedDataEndpoint = new PipelineTranformedDataEndpoint(pipelineTransformedDataManager)
 
   const app = express()
   app.use(cors())
@@ -52,6 +60,7 @@ async function main (): Promise<void> {
 
   pipelineExecutionEndpoint.registerRoutes(app)
   pipelineConfigEndpoint.registerRoutes(app)
+  pipelineTransformedDataEndpoint.registerRoutes(app)
 
   app.get('/', (req: express.Request, res: express.Response): void => {
     res.status(200)
diff --git a/pipeline/src/pipeline-config/model/pipelineTransformedData.ts b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
index b87a4ad2f..a9155b353 100644
--- a/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
+++ b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
@@ -6,6 +6,13 @@ export interface PipelineTransformedData {
   healthStatus: string
   data: unknown
   schema: object
+  createdAt?: string
+}
+
+export interface PipelineTransformedDataMetaData {
+  id: number
+  healthStatus: string
+  timestamp: string
 }
 
 export interface PipelineTransformedDataDTO {
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.test.ts b/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
index 9f7b7ce83..d3a2bdefd 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
@@ -3,6 +3,7 @@ import { mocked } from 'ts-jest/utils'
 import { PostgresClient } from '@jvalue/node-dry-pg'
 
 import { PipelineConfigManager } from './pipelineConfigManager'
+import { PipelineTransformedDataManager } from './pipelineTransformedDataManager'
 import PipelineExecutor from '../pipeline-execution/pipelineExecutor'
 import { PipelineConfig, PipelineConfigDTO } from './model/pipelineConfig'
 import VM2SandboxExecutor from '../pipeline-execution/sandbox/vm2SandboxExecutor'
@@ -22,6 +23,8 @@ jest.mock('@jvalue/node-dry-pg', () => {
 
 jest.mock('../pipeline-execution/pipelineExecutor')
 
+jest.mock('./pipelineTransformedDataManager')
+
 jest.mock('./pipelineConfigRepository', () => {
   return {
     create: jest.fn().mockImplementation(async (_, config) => config),
@@ -94,6 +97,7 @@ function pipelineConfigDTO (): PipelineConfigDTO {
 const pipelineConfigRepositoryMock = mocked(PipelineConfigRepository, true)
 const outboxEventPublisherMock = mocked(OutboxEventPublisher, true)
 // const pipelineTransformedDataRepositoryMock = mocked(PipelineTransformedDataRepository, true)
+const postgresClient = new PostgresClient()
 
 afterEach(() => {
   jest.clearAllMocks()
@@ -103,8 +107,9 @@ test('Should call create and publish event', async () => {
   const config = pipelineConfigDTO()
 
   const manager = new PipelineConfigManager(
-    new PostgresClient(),
-    new PipelineExecutor(new VM2SandboxExecutor())
+    postgresClient,
+    new PipelineExecutor(new VM2SandboxExecutor()),
+    new PipelineTransformedDataManager(postgresClient)
   )
   await manager.create(config)
 
@@ -116,8 +121,9 @@ test('Should call update and publish event', async () => {
   const config = pipelineConfigDTO()
 
   const manager = new PipelineConfigManager(
-    new PostgresClient(),
-    new PipelineExecutor(new VM2SandboxExecutor())
+    postgresClient,
+    new PipelineExecutor(new VM2SandboxExecutor()),
+    new PipelineTransformedDataManager(postgresClient)
   )
   await manager.update(123, config)
 
@@ -127,8 +133,9 @@ test('Should call update and publish event', async () => {
 
 test('Should call delete and publish event', async () => {
   const manager = new PipelineConfigManager(
-    new PostgresClient(),
-    new PipelineExecutor(new VM2SandboxExecutor())
+    postgresClient,
+    new PipelineExecutor(new VM2SandboxExecutor()),
+    new PipelineTransformedDataManager(postgresClient)
   )
   await manager.delete(1234)
 
@@ -138,8 +145,9 @@ test('Should call delete and publish event', async () => {
 
 test('Should call delete all and publish event', async () => {
   const manager = new PipelineConfigManager(
-    new PostgresClient(),
-    new PipelineExecutor(new VM2SandboxExecutor())
+    postgresClient,
+    new PipelineExecutor(new VM2SandboxExecutor()),
+    new PipelineTransformedDataManager(postgresClient)
   )
   await manager.deleteAll()
 
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.ts b/pipeline/src/pipeline-config/pipelineConfigManager.ts
index f4600c08d..822dde782 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.ts
@@ -6,12 +6,13 @@ import { PipelineConfig, PipelineConfigDTO } from './model/pipelineConfig'
 import { PipelineTransformedDataDTO } from './model/pipelineTransformedData'
 import * as EventPublisher from './outboxEventPublisher'
 import * as PipelineConfigRepository from './pipelineConfigRepository'
-import * as PipelineTransformedDataRepository from './pipelineTransformedDataRepository'
+import { PipelineTransformedDataManager } from './pipelineTransformedDataManager'
 
 export class PipelineConfigManager {
   constructor (
     private readonly pgClient: PostgresClient,
-    private readonly pipelineExecutor: PipelineExecutor
+    private readonly pipelineExecutor: PipelineExecutor,
+    private readonly pipelineTransformedDataManager: PipelineTransformedDataManager
   ) {}
 
   async create (config: PipelineConfigDTO): Promise<PipelineConfig> {
@@ -86,8 +87,7 @@ export class PipelineConfigManager {
         if (!valid) {
           transformedData.healthStatus = 'WARNING'
         }
-        await this.pgClient.transaction(async client =>
-          await PipelineTransformedDataRepository.insertTransformedData(client, transformedData))
+        await this.pipelineTransformedDataManager.insert(transformedData)
 
         await this.pgClient.transaction(async client =>
           await EventPublisher.publishSuccess(
diff --git a/pipeline/src/pipeline-config/pipelineTransformedDataManager.ts b/pipeline/src/pipeline-config/pipelineTransformedDataManager.ts
new file mode 100644
index 000000000..b57319def
--- /dev/null
+++ b/pipeline/src/pipeline-config/pipelineTransformedDataManager.ts
@@ -0,0 +1,55 @@
+import { PostgresClient } from '@jvalue/node-dry-pg'
+
+import { PipelineTransformedData, PipelineTransformedDataDTO } from './model/pipelineTransformedData'
+import * as pipelineTransformedDataRepository from './pipelineTransformedDataRepository'
+
+export class PipelineTransformedDataManager {
+  constructor (
+    private readonly pgClient: PostgresClient
+  ) {}
+
+  async insert (transformedData: PipelineTransformedDataDTO): Promise<PipelineTransformedData> {
+    return await this.pgClient.transaction(async client => {
+      const savedConfig = await pipelineTransformedDataRepository.insertTransformedData(client, transformedData)
+      return savedConfig
+    })
+  }
+
+  async get (id: number): Promise<PipelineTransformedData | undefined> {
+    return await this.pgClient.transaction(async client =>
+      await pipelineTransformedDataRepository.get(client, id))
+  }
+
+  async getAll (): Promise<PipelineTransformedData[]> {
+    return await this.pgClient.transaction(async client =>
+      await pipelineTransformedDataRepository.getAll(client))
+  }
+
+  async getLatest (id: number): Promise<PipelineTransformedData | undefined> {
+    return await this.pgClient.transaction(async client =>
+      await pipelineTransformedDataRepository.getLatest(client, id))
+  }
+
+  async getByPipelineId (pipelineId: number): Promise<PipelineTransformedData[]> {
+    return await this.pgClient.transaction(async client =>
+      await pipelineTransformedDataRepository.getByPipelineId(client, pipelineId))
+  }
+
+  async update (id: number, transformedData: PipelineTransformedDataDTO): Promise<void> {
+    return await this.pgClient.transaction(async client => {
+      await pipelineTransformedDataRepository.update(client, id, transformedData)
+    })
+  }
+
+  async delete (id: number): Promise<void> {
+    return await this.pgClient.transaction(async client => {
+      await pipelineTransformedDataRepository.deleteById(client, id)
+    })
+  }
+
+  async deleteAll (): Promise<void> {
+    return await this.pgClient.transaction(async client => {
+      await pipelineTransformedDataRepository.deleteAll(client)
+    })
+  }
+}
diff --git a/pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts b/pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts
index 28260a47f..53742731f 100644
--- a/pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts
+++ b/pipeline/src/pipeline-config/pipelineTransformedDataRepository.ts
@@ -33,6 +33,11 @@ const GET_ALL_TRANSFORMED_DATAS_STATEMENT = `
   SELECT * FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}"`
 const GET_ALL_TRANSFORMED_DATAS_BY_PIPELINE_ID_STATEMENT = `
   SELECT * FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}" WHERE "pipelineId" = $1`
+const GET_LATEST_TRANSFORMED_DATA_BY_PIPELINE_ID_STATEMENT = `
+  SELECT * FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}" 
+  WHERE "pipelineId" = $1
+  ORDER BY "createdAt"
+  DESC LIMIT 1`
 const DELETE_TRANSFORMED_DATA_STATEMENT = `
   DELETE FROM "${POSTGRES_SCHEMA}"."${TRANSFORMED_DATA_TABLE_NAME}" WHERE "id" = $1 RETURNING *`
 const DELETE_ALL_TRANSFORMED_DATAS_STATEMENT = `
@@ -44,6 +49,7 @@ interface DatabaseTransformedData {
   healthStatus: string
   data: unknown
   schema: object
+  createdAt?: string
 }
 
 export async function createPipelineTransormDataTable (client: ClientBase): Promise<void> {
@@ -80,6 +86,15 @@ export async function getAll (client: ClientBase): Promise<PipelineTransformedDa
   return toPipelineTransformedDatas(resultSet)
 }
 
+export async function getLatest (client: ClientBase, pipelineId: number): Promise<PipelineTransformedData | undefined> {
+  const resultSet = await client.query(GET_LATEST_TRANSFORMED_DATA_BY_PIPELINE_ID_STATEMENT, [pipelineId])
+  if (resultSet.rowCount === 0) {
+    return undefined
+  }
+  const content = toPipelineTransformedDatas(resultSet)
+  return content[0]
+}
+
 export async function getByPipelineId (client: ClientBase, pipelineId: number): Promise<PipelineTransformedData[]> {
   const resultSet = await client.query(GET_ALL_TRANSFORMED_DATAS_BY_PIPELINE_ID_STATEMENT, [pipelineId])
   return toPipelineTransformedDatas(resultSet)
@@ -123,7 +138,8 @@ function toPipelineTransformedData (dbResult: DatabaseTransformedData): Pipeline
     pipelineId: +dbResult.pipelineId,
     healthStatus: dbResult.healthStatus,
     data: dbResult.data,
-    schema: dbResult.schema
+    schema: dbResult.schema,
+    createdAt: dbResult.createdAt
   }
 }
 
diff --git a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
index 5bdc61417..bc90d4a3c 100644
--- a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
@@ -4,8 +4,6 @@ export class PipelineExecutionEventHandler {
   constructor (private readonly contentRepository: StorageContentRepository) {}
 
   async handleSuccess (pipelineExecutedEvent: PipelineExecutedEvent): Promise<void> {
-    console.debug('***************')
-    console.debug(pipelineExecutedEvent)
     await this.contentRepository.saveContent(pipelineExecutedEvent.pipelineId.toString(), {
       pipelineId: pipelineExecutedEvent.pipelineId,
       timestamp: pipelineExecutedEvent.timestamp ?? new Date(),
diff --git a/ui/src/pipeline/PipelineOverview.vue b/ui/src/pipeline/PipelineOverview.vue
index 7262b8875..9dc193102 100644
--- a/ui/src/pipeline/PipelineOverview.vue
+++ b/ui/src/pipeline/PipelineOverview.vue
@@ -17,7 +17,7 @@
         </v-btn>
         <v-btn
           class="ma-2"
-          @click="loadPipelinesAction()"
+          @click="loadPipelineStatesAction()"
         >
           <v-icon dark>
             mdi mdi-sync
@@ -38,7 +38,7 @@
         :items="pipelines"
         :search="search"
         :custom-filter="filterOnlyDisplayName"
-        :loading="isLoadingPipelines"
+        :loading="isLoadingPipelines && isLoadingPipelineStates"
         class="elevation-1"
       >
         <v-progress-linear
@@ -116,6 +116,15 @@
             </v-icon>
           </v-btn>
         </template>
+
+        <template #[`item.health`]="{ item }">
+          <v-icon
+            small
+            :color="pipelineStates.get(item.id)"
+          >
+            mdi-water
+          </v-icon>
+        </template>
       </v-data-table>
     </v-card>
   </div>
@@ -132,23 +141,29 @@ const namespace = { namespace: 'pipeline' }
 @Component({})
 export default class PipelineOverview extends Vue {
   @Action('loadPipelines', namespace) private loadPipelinesAction!: () => void
+  @Action('loadPipelineStates', namespace) private loadPipelineStatesAction!: () => void
   @Action('deletePipeline', namespace) private deletePipelineAction!: (id: number) => void
 
   @State('isLoadingPipelines', namespace) private isLoadingPipelines!: boolean
+  @State('isLoadingPipelineStates', namespace) private isLoadingPipelineStates!: boolean
   @State('pipelines', namespace) private pipelines!: Pipeline[]
+  @State('pipelineStates', namespace) private pipelineStates!: Map<number, string>
+
 
   private headers = [
     { text: 'Id', value: 'id' },
     { text: 'Datasource ID', value: 'datasourceId' },
     { text: 'Pipeline Name', value: 'metadata.displayName', sortable: false }, // sorting to be implemented
     { text: 'Author', value: 'metadata.author', sortable: false },
-    { text: 'Action', value: 'action', sortable: false }
+    { text: 'Action', value: 'action', sortable: false },
+    { text: 'Status', value: 'health', sortable: false }
   ]
 
   private search = ''
 
   private mounted (): void {
     this.loadPipelinesAction()
+    this.loadPipelineStatesAction()
   }
 
   private onShowPipelineData (pipeline: Pipeline): void {
diff --git a/ui/src/pipeline/pipeline.module.ts b/ui/src/pipeline/pipeline.module.ts
index a2096b175..c03c9bfef 100644
--- a/ui/src/pipeline/pipeline.module.ts
+++ b/ui/src/pipeline/pipeline.module.ts
@@ -1,12 +1,15 @@
 import { Module, VuexModule, Mutation, Action } from 'vuex-module-decorators'
-import Pipeline from './pipeline'
+import Pipeline, { HealthStatus, TransformedDataMetaData } from './pipeline'
 import * as RestService from './pipelineRest'
+import * as RestTransService from './pipelineTransRest'
 
 @Module({ namespaced: true })
 export default class PipelineModule extends VuexModule {
   private pipelines: Pipeline[] = []
+  private pipelineStates: Map<number, string> = new Map<number, string>()
   private selectedPipeline?: Pipeline = undefined
   private isLoadingPipelines = true
+  private isLoadingPipelineStates = true
 
   @Mutation
   public setPipelines (pipelines: Pipeline[]): void {
@@ -14,6 +17,12 @@ export default class PipelineModule extends VuexModule {
     this.isLoadingPipelines = false
   }
 
+  @Mutation
+  public setPipelineStates (value: Map<number, string>): void {
+    this.pipelineStates = value
+    this.isLoadingPipelineStates = false
+  }
+
   @Mutation
   public setSelectedPipeline (pipeline: Pipeline): void {
     this.selectedPipeline = pipeline
@@ -24,6 +33,11 @@ export default class PipelineModule extends VuexModule {
     this.isLoadingPipelines = value
   }
 
+  @Mutation
+  public setIsLoadingPipelineStates (value: boolean): void {
+    this.isLoadingPipelines = value
+  }
+
   @Action({ commit: 'setPipelines', rawError: true })
   public async loadPipelines (): Promise<Pipeline[]> {
     this.context.commit('setIsLoadingPipelines', true)
@@ -31,6 +45,18 @@ export default class PipelineModule extends VuexModule {
     return await RestService.getAllPipelines()
   }
 
+  @Action({ commit: 'setPipelineStates', rawError: true })
+  private async loadPipelineStates (): Promise<Map<number, string>> {
+    this.context.commit('setIsLoadingPipelineStates', true)
+    const pipelineStates = new Map<number, string>()
+    for (const element of this.pipelines) {
+      const transformedData: TransformedDataMetaData = await RestTransService.getLatestTransformedData(element.id)
+      pipelineStates.set(element.id, this.getHealthColor(transformedData.health))
+    }
+
+    return pipelineStates
+  }
+
   @Action({ commit: 'setSelectedPipeline', rawError: true })
   public async loadPipelineById (id: number): Promise<Pipeline> {
     return await RestService.getPipelineById(id)
@@ -58,4 +84,14 @@ export default class PipelineModule extends VuexModule {
     await RestService.deletePipeline(pipelineId)
     return await RestService.getAllPipelines()
   }
+
+  private getHealthColor (status: HealthStatus): string {
+    if (status === HealthStatus.OK) {
+      return 'success'
+    } else if (status === HealthStatus.WARINING) {
+      return 'orange'
+    } else {
+      return 'red'
+    }
+  }
 }
diff --git a/ui/src/pipeline/pipeline.ts b/ui/src/pipeline/pipeline.ts
index 3d165e86e..b030716a2 100644
--- a/ui/src/pipeline/pipeline.ts
+++ b/ui/src/pipeline/pipeline.ts
@@ -16,3 +16,15 @@ export interface PipelineMetaData {
 export interface TransformationConfig {
   func: string
 }
+
+export interface TransformedDataMetaData {
+  id: number
+  health: HealthStatus
+  timestamp: string
+}
+
+export enum HealthStatus {
+  OK = 'OK',
+  WARINING = 'WARNING',
+  FAILED = 'FAILED'
+}
diff --git a/ui/src/pipeline/pipelineTransRest.ts b/ui/src/pipeline/pipelineTransRest.ts
new file mode 100644
index 000000000..950232656
--- /dev/null
+++ b/ui/src/pipeline/pipelineTransRest.ts
@@ -0,0 +1,21 @@
+import axios from 'axios'
+import { TransformedDataMetaData } from './pipeline'
+import { PIPELINE_SERVICE_URL } from '@/env'
+
+/**
+ * Axios instances with default headers and base url.
+ * The option transformResponse is set to an empty array
+ * because of explicit JSON.parser call with custom reviver.
+ */
+
+const http = axios.create({
+  baseURL: `${PIPELINE_SERVICE_URL}/transdata`,
+  headers: { 'Content-Type': 'application/json' },
+  transformResponse: []
+})
+
+export async function getLatestTransformedData (id: number): Promise<TransformedDataMetaData> {
+  const importResponse = await http.get<string>(`/${id}/transforms/latest`)
+  const jsonResponse: TransformedDataMetaData = JSON.parse(importResponse.data)
+  return jsonResponse
+}

From 89a16831308e4c7386330d4a2d1553824776ee65 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Thu, 8 Jul 2021 22:10:18 +0200
Subject: [PATCH 14/38] small adjustments. Testing pipeline

---
 docker-compose.it.yml                         |  2 +-
 .../pipeline-config/model/pipelineConfig.ts   |  4 +-
 .../model/pipelineTransformedData.ts          |  4 +-
 .../pipeline-config/outboxEventPublisher.ts   | 11 +++-
 .../pipeline-config/pipelineConfigManager.ts  | 55 ++++++++++++-------
 5 files changed, 48 insertions(+), 28 deletions(-)

diff --git a/docker-compose.it.yml b/docker-compose.it.yml
index d5061cbe0..ebf67323d 100644
--- a/docker-compose.it.yml
+++ b/docker-compose.it.yml
@@ -80,7 +80,7 @@ services:
       AMQP_IMPORT_SUCCESS_TOPIC: "datasource.execution.success"
 
       PUBLICATION_WAIT_TIME_MS: 2000
-      PIPELINE_EXECUTION_WAIT_TIME_MS: 10000
+      PIPELINE_EXECUTION_WAIT_TIME_MS: 100000
 
       CONNECTION_RETRIES: 3
       CONNECTION_BACKOFF: 2000
diff --git a/pipeline/src/pipeline-config/model/pipelineConfig.ts b/pipeline/src/pipeline-config/model/pipelineConfig.ts
index 3d093ffd4..bd54e9d47 100644
--- a/pipeline/src/pipeline-config/model/pipelineConfig.ts
+++ b/pipeline/src/pipeline-config/model/pipelineConfig.ts
@@ -5,7 +5,7 @@ export interface PipelineConfig {
   datasourceId: number
   transformation: TransformationConfig
   metadata: Metadata
-  schema: object
+  schema?: object
 }
 
 export interface TransformationConfig {
@@ -27,7 +27,7 @@ export interface PipelineConfigDTO {
   datasourceId: number
   transformation: TransformationConfig
   metadata: MetadataDTO
-  schema: object
+  schema?: object
 }
 
 export interface MetadataDTO {
diff --git a/pipeline/src/pipeline-config/model/pipelineTransformedData.ts b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
index a9155b353..1108b55d9 100644
--- a/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
+++ b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
@@ -5,7 +5,7 @@ export interface PipelineTransformedData {
   pipelineId: number
   healthStatus: string
   data: unknown
-  schema: object
+  schema?: object
   createdAt?: string
 }
 
@@ -19,7 +19,7 @@ export interface PipelineTransformedDataDTO {
   pipelineId: number
   healthStatus: string
   data: unknown
-  schema: object
+  schema?: object
 }
 
 export class PipelineTransformedDataDTOValidator {
diff --git a/pipeline/src/pipeline-config/outboxEventPublisher.ts b/pipeline/src/pipeline-config/outboxEventPublisher.ts
index 57ce1f813..ccb02b971 100644
--- a/pipeline/src/pipeline-config/outboxEventPublisher.ts
+++ b/pipeline/src/pipeline-config/outboxEventPublisher.ts
@@ -42,11 +42,16 @@ export async function publishError
 
 export async function publishSuccess
 (client: ClientBase, pipelineId: number, pipelineName: string, result: unknown, schema?: object): Promise<string> {
-  const content = {
+  let content: any = {
     pipelineId: pipelineId,
     pipelineName: pipelineName,
-    data: result,
-    schema: schema
+    data: result
+  }
+  if (schema !== undefined || schema !== null) {
+    content = {
+      ...content,
+      schema: schema as object
+    }
   }
   return await insertEvent(client, AMQP_PIPELINE_EXECUTION_SUCCESS_TOPIC, content)
 }
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.ts b/pipeline/src/pipeline-config/pipelineConfigManager.ts
index 822dde782..e3e2242fe 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.ts
@@ -72,32 +72,47 @@ export class PipelineConfigManager {
       } else if ('data' in result) {
         let validate: any
         let valid: boolean = true
-        if (config.schema !== undefined || config.schema !== null) {
-          validate = ajv.compile(config.schema)
-          valid = validate(result.data)
-        }
-
-        const transformedData: PipelineTransformedDataDTO = {
+        let transformedData: PipelineTransformedDataDTO = {
           pipelineId: config.id,
           healthStatus: 'OK',
-          data: result.data as object,
-          schema: config.schema
+          data: result.data as object
         }
+        if (config.schema !== undefined || config.schema !== null) {
+          validate = ajv.compile(config.schema as object)
+          valid = validate(result.data)
 
-        if (!valid) {
-          transformedData.healthStatus = 'WARNING'
-        }
-        await this.pipelineTransformedDataManager.insert(transformedData)
+          transformedData = {
+            ...transformedData,
+            schema: config.schema as object
+          }
 
-        await this.pgClient.transaction(async client =>
-          await EventPublisher.publishSuccess(
-            client,
-            config.id,
-            config.metadata.displayName,
-            result.data,
-            config.schema
+          if (!valid) {
+            transformedData.healthStatus = 'WARNING'
+          }
+          await this.pipelineTransformedDataManager.insert(transformedData)
+
+          await this.pgClient.transaction(async client =>
+            await EventPublisher.publishSuccess(
+              client,
+              config.id,
+              config.metadata.displayName,
+              result.data,
+              config.schema
+            )
           )
-        )
+        } else {
+          console.debug('***********WITHOUT SCHEMA************')
+          await this.pipelineTransformedDataManager.insert(transformedData)
+
+          await this.pgClient.transaction(async client =>
+            await EventPublisher.publishSuccess(
+              client,
+              config.id,
+              config.metadata.displayName,
+              result.data
+            )
+          )
+        }
       } else {
         console.error(`Pipeline ${config.id} executed with ambiguous result: no data and no error!`)
       }

From da988fd1076f757325543f9221e09f6abcbb8aad Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sat, 10 Jul 2021 13:08:19 +0200
Subject: [PATCH 15/38] Pipeline UI is now reactive

---
 docker-compose.it.yml                         |  2 +-
 .../pipeline-config/outboxEventPublisher.ts   |  1 +
 ui/src/pipeline/PipelineOverview.vue          | 10 ++++-----
 ui/src/pipeline/pipeline.module.ts            | 22 +++++++++----------
 ui/src/pipeline/pipeline.ts                   |  2 +-
 5 files changed, 19 insertions(+), 18 deletions(-)

diff --git a/docker-compose.it.yml b/docker-compose.it.yml
index ebf67323d..d5061cbe0 100644
--- a/docker-compose.it.yml
+++ b/docker-compose.it.yml
@@ -80,7 +80,7 @@ services:
       AMQP_IMPORT_SUCCESS_TOPIC: "datasource.execution.success"
 
       PUBLICATION_WAIT_TIME_MS: 2000
-      PIPELINE_EXECUTION_WAIT_TIME_MS: 100000
+      PIPELINE_EXECUTION_WAIT_TIME_MS: 10000
 
       CONNECTION_RETRIES: 3
       CONNECTION_BACKOFF: 2000
diff --git a/pipeline/src/pipeline-config/outboxEventPublisher.ts b/pipeline/src/pipeline-config/outboxEventPublisher.ts
index ccb02b971..de9dc9690 100644
--- a/pipeline/src/pipeline-config/outboxEventPublisher.ts
+++ b/pipeline/src/pipeline-config/outboxEventPublisher.ts
@@ -53,5 +53,6 @@ export async function publishSuccess
       schema: schema as object
     }
   }
+  console.log('**********PIPELOINEEXECUTIONSUCCESS************')
   return await insertEvent(client, AMQP_PIPELINE_EXECUTION_SUCCESS_TOPIC, content)
 }
diff --git a/ui/src/pipeline/PipelineOverview.vue b/ui/src/pipeline/PipelineOverview.vue
index 9dc193102..3531727da 100644
--- a/ui/src/pipeline/PipelineOverview.vue
+++ b/ui/src/pipeline/PipelineOverview.vue
@@ -140,8 +140,8 @@ const namespace = { namespace: 'pipeline' }
 
 @Component({})
 export default class PipelineOverview extends Vue {
-  @Action('loadPipelines', namespace) private loadPipelinesAction!: () => void
-  @Action('loadPipelineStates', namespace) private loadPipelineStatesAction!: () => void
+  @Action('loadPipelines', namespace) private loadPipelinesAction!: () => Promise<void>
+  @Action('loadPipelineStates', namespace) private loadPipelineStatesAction!: () => Promise<void>
   @Action('deletePipeline', namespace) private deletePipelineAction!: (id: number) => void
 
   @State('isLoadingPipelines', namespace) private isLoadingPipelines!: boolean
@@ -161,9 +161,9 @@ export default class PipelineOverview extends Vue {
 
   private search = ''
 
-  private mounted (): void {
-    this.loadPipelinesAction()
-    this.loadPipelineStatesAction()
+  private async mounted (): Promise<void> {
+    await this.loadPipelinesAction()
+    await this.loadPipelineStatesAction()
   }
 
   private onShowPipelineData (pipeline: Pipeline): void {
diff --git a/ui/src/pipeline/pipeline.module.ts b/ui/src/pipeline/pipeline.module.ts
index c03c9bfef..20c766ae7 100644
--- a/ui/src/pipeline/pipeline.module.ts
+++ b/ui/src/pipeline/pipeline.module.ts
@@ -51,7 +51,17 @@ export default class PipelineModule extends VuexModule {
     const pipelineStates = new Map<number, string>()
     for (const element of this.pipelines) {
       const transformedData: TransformedDataMetaData = await RestTransService.getLatestTransformedData(element.id)
-      pipelineStates.set(element.id, this.getHealthColor(transformedData.health))
+
+      let healthStatus: string
+      if (transformedData.healthStatus === HealthStatus.OK) {
+        healthStatus = 'success'
+      } else if (transformedData.healthStatus === HealthStatus.WARINING) {
+        healthStatus = 'orange'
+      } else {
+        healthStatus = 'red'
+      }
+
+      pipelineStates.set(element.id, healthStatus)
     }
 
     return pipelineStates
@@ -84,14 +94,4 @@ export default class PipelineModule extends VuexModule {
     await RestService.deletePipeline(pipelineId)
     return await RestService.getAllPipelines()
   }
-
-  private getHealthColor (status: HealthStatus): string {
-    if (status === HealthStatus.OK) {
-      return 'success'
-    } else if (status === HealthStatus.WARINING) {
-      return 'orange'
-    } else {
-      return 'red'
-    }
-  }
 }
diff --git a/ui/src/pipeline/pipeline.ts b/ui/src/pipeline/pipeline.ts
index b030716a2..2a59503ef 100644
--- a/ui/src/pipeline/pipeline.ts
+++ b/ui/src/pipeline/pipeline.ts
@@ -19,7 +19,7 @@ export interface TransformationConfig {
 
 export interface TransformedDataMetaData {
   id: number
-  health: HealthStatus
+  healthStatus: HealthStatus
   timestamp: string
 }
 

From 88f3e0b5b4f74b5526b981a0b9d10f307b3404d9 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 11 Jul 2021 16:22:11 +0200
Subject: [PATCH 16/38] Adjusted error message handling for schema validation

---
 .../datasource/DatasourceManager.java          |  8 ++++++--
 .../datasource/model/DataImport.java           | 18 +++++++++++++-----
 2 files changed, 19 insertions(+), 7 deletions(-)

diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index 85a50e297..2cc4d31ce 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -21,6 +21,9 @@
 import org.json.JSONObject;
 import org.json.JSONTokener;
 import com.google.gson.Gson;
+import com.google.gson.reflect.TypeToken;
+import java.util.List;
+import java.lang.reflect.Type;
 
 import java.io.IOException;
 import java.util.Collection;
@@ -145,7 +148,6 @@ DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
 
       return savedDataImport.getMetaData();
     } catch (ValidationException e) {
-      System.out.println("exception catch validation");
       return handleImportWarning(datasource, dataImport, e, runtimeParameters);
     } catch (ImporterParameterException | InterpreterParameterException | IOException e) {
       handleImportFailed(datasource, dataImport, e);
@@ -160,8 +162,10 @@ private DataImport.MetaData handleImportWarning (
     ValidationException e,
     RuntimeParameters runtimeParameters
   ) {
-    System.out.println("seting warning");
     dataImport.setHealth("WARNING");
+    Type listType = new TypeToken<List<String>>() {}.getType();
+    String errorMessagesAsString = new Gson().toJson(e.getAllMessages(), listType);
+    dataImport.setErrorMessages(errorMessagesAsString);
     DataImport savedDataImport = dataImportRepository.save(dataImport);
     amqpPublisher.publishImportSuccess(datasource.getId(), savedDataImport.getData());
     return savedDataImport.getMetaData();
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index 951728e16..aa188f6c0 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -8,7 +8,11 @@
 import javax.persistence.*;
 import java.nio.charset.StandardCharsets;
 import java.util.Date;
-import java.util.List;
+
+import org.hibernate.annotations.Type;
+import org.hibernate.annotations.TypeDef;
+import org.hibernate.annotations.TypeDefs;
+import com.vladmihalcea.hibernate.type.json.JsonBinaryType;
 
 @Entity
 @NoArgsConstructor
@@ -26,8 +30,8 @@ public class DataImport {
 
   private String health;
 
-  @ElementCollection
-  private List<String> errorMessages;
+  @Column(columnDefinition="TEXT")
+  private String errorMessages;
 
   @ManyToOne(fetch = FetchType.EAGER)
   @JoinColumn(name="datasource_id")
@@ -42,7 +46,7 @@ public DataImport(Datasource datasource, String data, String health) {
     this(datasource, data, health, null);
   }
 
-  public DataImport(Datasource datasource, String data, String health, List<String> errorMessages) {
+  public DataImport(Datasource datasource, String data, String health, String errorMessages) {
     this.datasource = datasource;
     this.data = data.getBytes(StandardCharsets.UTF_8);
     this.health = health;
@@ -54,6 +58,10 @@ public void setHealth(String health) {
     this.health = health;
   }
 
+  public void setErrorMessages(String errorMessages) {
+    this.errorMessages = errorMessages;
+  }
+
   public String getData() {
     return new String(data, StandardCharsets.UTF_8);
   }
@@ -74,7 +82,7 @@ public static class MetaData {
 
     private final String health;
 
-    private final List<String> errorMessages;
+    private final String errorMessages;
 
     @JsonIgnore
     private final Datasource datasource;

From ce228fa98b5e478d7daa048abcb9101d513e6f3b Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 11 Jul 2021 22:50:55 +0200
Subject: [PATCH 17/38] Validator refactored and now interchangable. Tests
 added

---
 adapter/build.gradle                          |  2 +-
 .../datasource/DatasourceManager.java         | 59 ++-----------------
 .../datasource/model/DataImport.java          | 23 ++++----
 .../validator/JsonSchemaValidator.java        | 51 ++++++++++++++++
 .../validator/ValidationMetaData.java         | 29 +++++++++
 .../datasource/validator/Validator.java       |  9 +++
 .../datasource/DatasourceManagerTest.java     |  2 +-
 .../{model => config}/DatasourceConfig.json   |  0
 .../config/DatasourceConfigNoSchema.json      | 25 ++++++++
 .../datasource/model/DataImportTest.java      |  2 -
 .../datasource/model/DatasourceTest.java      |  2 +-
 .../validator/JsonSchemaValidatorTest.java    | 59 +++++++++++++++++++
 12 files changed, 192 insertions(+), 71 deletions(-)
 create mode 100644 adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java
 create mode 100644 adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java
 create mode 100644 adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/Validator.java
 rename adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/{model => config}/DatasourceConfig.json (100%)
 create mode 100644 adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfigNoSchema.json
 create mode 100644 adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java

diff --git a/adapter/build.gradle b/adapter/build.gradle
index 92f5409c4..f3770f0e2 100644
--- a/adapter/build.gradle
+++ b/adapter/build.gradle
@@ -33,7 +33,7 @@ test {
 
 	testLogging {
 		events "passed", "skipped", "failed"
-		showStandardStreams = true
+		//showStandardStreams = true
 		afterSuite { desc, result ->
 			if (!desc.parent) {
 				println "Tests run: ${result.testCount}, " +
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index 2cc4d31ce..4ed23ca2c 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -13,17 +13,9 @@
 import org.jvalue.ods.adapterservice.datasource.repository.DatasourceRepository;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
-
-import org.everit.json.schema.Schema;
-import org.everit.json.schema.loader.SchemaLoader;
 import org.everit.json.schema.ValidationException;
-import org.json.JSONArray;
-import org.json.JSONObject;
-import org.json.JSONTokener;
-import com.google.gson.Gson;
-import com.google.gson.reflect.TypeToken;
-import java.util.List;
-import java.lang.reflect.Type;
+
+import org.jvalue.ods.adapterservice.datasource.validator.*;
 
 import java.io.IOException;
 import java.util.Collection;
@@ -82,25 +74,6 @@ public void deleteAllDatasources() {
     StreamSupport.stream(allDatasourceConfigs.spliterator(), true).forEach(amqpPublisher::publishDeletion);
   }
 
-  public void validate(Datasource datasource, DataImport dataImport) throws IOException, ValidationException {   
-    try 
-    {
-      String schemaString = new Gson().toJson(datasource.getSchema());
-      JSONObject rawSchema = new JSONObject(schemaString);
-      Schema schema = SchemaLoader.load(rawSchema);
-      String dataString = dataImport.getData();
-      if (dataString.substring(0, 1).equals("[")) {
-        schema.validate(new JSONArray(dataImport.getData()));
-      }
-      else {
-        schema.validate(new JSONObject(dataImport.getData()));
-      }
-    } catch ( ValidationException e) {
-      throw e;
-    }
-    
-  }
-
   public DataImport.MetaData trigger(Long id, RuntimeParameters runtimeParameters) throws DatasourceNotFoundException, AdapterException, IOException {
     try {
       return executeImport(id, runtimeParameters);
@@ -130,47 +103,25 @@ public DataImport.MetaData trigger(Long id, RuntimeParameters runtimeParameters)
   DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
       throws DatasourceNotFoundException, ImporterParameterException, InterpreterParameterException, IOException {    
     Datasource datasource = getDatasource(id);
-    DataImport dataImport = new DataImport(datasource, "", "FAILED");
+    DataImport dataImport = new DataImport(datasource, "", ValidationMetaData.HealthStatus.FAILED);
+    Validator validator = new JsonSchemaValidator();
     try {
-
       AdapterConfig adapterConfig = datasource.toAdapterConfig(runtimeParameters);
       DataImportResponse executionResult = adapter.executeJob(adapterConfig);
       String responseData = executionResult.getData();
       dataImport = new DataImport(datasource, responseData);
-
-      if (datasource.getSchema() != null) {
-        validate(datasource, dataImport);
-      }
+      dataImport.setValidationMetaData(validator.validate(dataImport));
 
       DataImport savedDataImport = dataImportRepository.save(dataImport);
-
       amqpPublisher.publishImportSuccess(id, savedDataImport.getData());
 
       return savedDataImport.getMetaData();
-    } catch (ValidationException e) {
-      return handleImportWarning(datasource, dataImport, e, runtimeParameters);
     } catch (ImporterParameterException | InterpreterParameterException | IOException e) {
       handleImportFailed(datasource, dataImport, e);
       throw e;
     }   
   }
 
-  @Transactional
-  private DataImport.MetaData handleImportWarning (
-    Datasource datasource,
-    DataImport dataImport,
-    ValidationException e,
-    RuntimeParameters runtimeParameters
-  ) {
-    dataImport.setHealth("WARNING");
-    Type listType = new TypeToken<List<String>>() {}.getType();
-    String errorMessagesAsString = new Gson().toJson(e.getAllMessages(), listType);
-    dataImport.setErrorMessages(errorMessagesAsString);
-    DataImport savedDataImport = dataImportRepository.save(dataImport);
-    amqpPublisher.publishImportSuccess(datasource.getId(), savedDataImport.getData());
-    return savedDataImport.getMetaData();
-  }
-
   @Transactional
   void handleImportFailed(Datasource datasource, DataImport dataImport, Exception e){
       DataImport savedDataImport = dataImportRepository.save(dataImport);
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index aa188f6c0..45dc86aa4 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -4,6 +4,7 @@
 import com.fasterxml.jackson.annotation.JsonIgnore;
 import lombok.*;
 import org.jvalue.ods.adapterservice.datasource.api.rest.v1.Mappings;
+import org.jvalue.ods.adapterservice.datasource.validator.ValidationMetaData;
 
 import javax.persistence.*;
 import java.nio.charset.StandardCharsets;
@@ -28,7 +29,8 @@ public class DataImport {
   
   private Date timestamp;
 
-  private String health;
+  @Enumerated(EnumType.STRING)
+  private ValidationMetaData.HealthStatus health;
 
   @Column(columnDefinition="TEXT")
   private String errorMessages;
@@ -39,14 +41,14 @@ public class DataImport {
   private Datasource datasource;
 
   public DataImport(Datasource datasource, String data) {
-    this(datasource, data, "OK", null);
+    this(datasource, data, ValidationMetaData.HealthStatus.OK, "");
   }
 
-  public DataImport(Datasource datasource, String data, String health) {
-    this(datasource, data, health, null);
+  public DataImport(Datasource datasource, String data, ValidationMetaData.HealthStatus health) {
+    this(datasource, data, health, "");
   }
 
-  public DataImport(Datasource datasource, String data, String health, String errorMessages) {
+  public DataImport(Datasource datasource, String data, ValidationMetaData.HealthStatus health, String errorMessages) {
     this.datasource = datasource;
     this.data = data.getBytes(StandardCharsets.UTF_8);
     this.health = health;
@@ -54,12 +56,9 @@ public DataImport(Datasource datasource, String data, String health, String erro
     this.timestamp = new Date();
   }
 
-  public void setHealth(String health) {
-    this.health = health;
-  }
-
-  public void setErrorMessages(String errorMessages) {
-    this.errorMessages = errorMessages;
+  public void setValidationMetaData(ValidationMetaData validationData) {
+    this.health = validationData.getHealthStatus();
+    this.errorMessages = validationData.getErrorMessages();
   }
 
   public String getData() {
@@ -80,7 +79,7 @@ public static class MetaData {
     @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", locale = "UTC")
     private final Date timestamp;
 
-    private final String health;
+    private final ValidationMetaData.HealthStatus health;
 
     private final String errorMessages;
 
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java
new file mode 100644
index 000000000..ff85ef248
--- /dev/null
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java
@@ -0,0 +1,51 @@
+package org.jvalue.ods.adapterservice.datasource.validator;
+
+import org.jvalue.ods.adapterservice.datasource.validator.ValidationMetaData;
+import org.jvalue.ods.adapterservice.datasource.model.*;
+import org.jvalue.ods.adapterservice.datasource.model.exceptions.*;
+import java.io.IOException;
+import org.everit.json.schema.ValidationException;
+
+import org.everit.json.schema.Schema;
+import org.everit.json.schema.loader.SchemaLoader;
+import org.json.JSONArray;
+import org.json.JSONObject;
+import org.json.JSONTokener;
+import com.google.gson.Gson;
+import com.google.gson.reflect.TypeToken;
+import java.util.List;
+import java.lang.reflect.Type;
+
+public class JsonSchemaValidator implements Validator {
+  
+  @Override
+  public ValidationMetaData validate(DataImport dataImport){
+    ValidationMetaData validationMetaData = new ValidationMetaData(dataImport.getHealth(), "");
+    if (dataImport.getDatasource().getSchema() == null) {
+      return new ValidationMetaData(ValidationMetaData.HealthStatus.OK, "");
+    }
+    try {
+      String schemaString = new Gson().toJson(dataImport.getDatasource().getSchema());
+      JSONObject rawSchema = new JSONObject(schemaString);
+      Schema schema = SchemaLoader.load(rawSchema);
+      String dataString = dataImport.getData();
+      if (dataString.substring(0, 1).equals("[")) {
+        schema.validate(new JSONArray(dataImport.getData()));
+      }
+      else {
+        schema.validate(new JSONObject(dataImport.getData()));
+      }
+
+      validationMetaData.setHealthStatus(ValidationMetaData.HealthStatus.OK);
+      return validationMetaData;
+    } catch ( ValidationException e) {
+      Type listType = new TypeToken<List<String>>() {}.getType();
+      String errorMessagesAsString = new Gson().toJson(e.getAllMessages(), listType);
+
+      validationMetaData.setErrorMessages(errorMessagesAsString);
+      validationMetaData.setHealthStatus(ValidationMetaData.HealthStatus.WARNING);
+
+      return validationMetaData;
+    }
+  }
+}
\ No newline at end of file
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java
new file mode 100644
index 000000000..df76bd429
--- /dev/null
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java
@@ -0,0 +1,29 @@
+package org.jvalue.ods.adapterservice.datasource.validator;
+
+import lombok.*;
+
+@AllArgsConstructor
+@Getter
+@Setter
+public class ValidationMetaData {
+  private HealthStatus healthStatus;
+  private String errorMessages;
+
+  public static enum HealthStatus {
+    OK {
+      public String toString() {
+        return "OK";
+      }
+    },
+    WARNING {
+      public String toString() {
+        return "WARNING";
+      }
+    },
+    FAILED {
+      public String toString() {
+        return "FAILED";
+      }
+    }
+  }
+}
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/Validator.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/Validator.java
new file mode 100644
index 000000000..4d341977a
--- /dev/null
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/Validator.java
@@ -0,0 +1,9 @@
+package org.jvalue.ods.adapterservice.datasource.validator;
+
+import org.jvalue.ods.adapterservice.datasource.model.*;
+import org.jvalue.ods.adapterservice.datasource.validator.ValidationMetaData;
+
+public interface Validator {
+    public ValidationMetaData validate(DataImport dataImport);
+}
+
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/DatasourceManagerTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/DatasourceManagerTest.java
index c1595bb2f..2049fec39 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/DatasourceManagerTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/DatasourceManagerTest.java
@@ -42,7 +42,7 @@ public class DatasourceManagerTest {
 
   private final ObjectMapper mapper = new ObjectMapper();
   private final File configFile = new File(
-      "src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json");
+      "src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfig.json");
 
   @Mock
   DatasourceRepository datasourceRepository;
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfig.json
similarity index 100%
rename from adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json
rename to adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfig.json
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfigNoSchema.json b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfigNoSchema.json
new file mode 100644
index 000000000..e70dd2043
--- /dev/null
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfigNoSchema.json
@@ -0,0 +1,25 @@
+{
+  "id": 123,
+  "protocol": {
+    "type": "HTTP",
+    "parameters": {
+      "location": "http://www.test-url.com"
+    }
+  },
+  "format": {
+    "type": "XML",
+    "parameters": {}
+
+  },
+  "trigger": {
+    "firstExecution": "1905-12-01T02:30:00.123Z",
+    "periodic": true,
+    "interval": 50000
+  },
+  "metadata": {
+    "author": "person",
+    "license": "none",
+    "displayName": "TestName",
+    "description": "Describing..."
+  }
+}
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
index ed45ead36..486fa8b47 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DataImportTest.java
@@ -24,7 +24,6 @@ public void testSerialization() throws ParseException, IOException {
 
     JsonNode result = mapper.valueToTree(dataImport);
 
-    System.out.println(result.toString());
     assertEquals(5, result.size());
     assertEquals("null", result.get("id").asText());
     assertEquals("{\"whateverwillbe\":\"willbe\",\"quesera\":\"sera\"}", result.get("data").asText());
@@ -38,7 +37,6 @@ public void testMetaDataSerialization() throws ParseException, IOException {
 
     JsonNode result = mapper.valueToTree(dataImport.getMetaData());
 
-    System.out.println(result.toString());
     assertEquals(5, result.size());
     assertEquals("null", result.get("id").asText());
     assertEquals("/datasources/null/imports/null/data", result.get("location").asText());
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java
index 5509321c7..c8c9c698b 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceTest.java
@@ -28,7 +28,7 @@ public class DatasourceTest {
 
   @Test
   public void testDeserialization() throws IOException, ParseException {
-    File datasourceConfig = new File("src/test/java/org/jvalue/ods/adapterservice/datasource/model/DatasourceConfig.json");
+    File datasourceConfig = new File("src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfig.json");
     Datasource result = mapper.readValue(datasourceConfig, Datasource.class);
 
     Datasource expectedDatasource = generateDatasource(HTTP, XML, "http://www.test-url.com");
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
new file mode 100644
index 000000000..1984fd4d7
--- /dev/null
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
@@ -0,0 +1,59 @@
+package org.jvalue.ods.adapterservice.datasource.validator;
+
+import org.jvalue.ods.adapterservice.datasource.model.*;
+
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.*;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import java.io.File;
+import java.io.IOException;
+
+
+public class JsonSchemaValidatorTest {
+  private final ObjectMapper mapper = new ObjectMapper();
+  private final Validator validator = new JsonSchemaValidator();
+
+  @Test
+  public void testValidationSuccess() throws IOException {
+    File datasourceConfig = new File("src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfig.json");
+    Datasource datasourceConfigComplete = mapper.readValue(datasourceConfig, Datasource.class);
+    String data = "{\"hallo\":\"test\"}";
+    DataImport dataImport = new DataImport(datasourceConfigComplete, data);
+
+    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, "");
+    ValidationMetaData result = validator.validate(dataImport);
+    
+    assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
+    assertEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
+  }
+
+  @Test
+  public void testValidationNoSchema() throws IOException {
+    File datasourceConfig = new File("src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfigNoSchema.json");
+    Datasource datasourceConfigNoSchema = mapper.readValue(datasourceConfig, Datasource.class);
+    String data = "{\"hallo\":\"test\"}";
+    DataImport dataImport = new DataImport(datasourceConfigNoSchema, data);
+
+    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, "");
+    ValidationMetaData result = validator.validate(dataImport);
+    
+    assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
+    assertEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
+  }
+
+  @Test
+  public void testValidationWarning() throws IOException {
+    File datasourceConfig = new File("src/test/java/org/jvalue/ods/adapterservice/datasource/config/DatasourceConfig.json");
+    Datasource datasourceConfigComplete = mapper.readValue(datasourceConfig, Datasource.class);
+    String data = "{\"hallo\":1}";
+    DataImport dataImport = new DataImport(datasourceConfigComplete, data);
+  
+    ValidationMetaData expectedMetaData = new ValidationMetaData(
+      ValidationMetaData.HealthStatus.WARNING,
+      "[\"#/hallo: expected type: String, found: Integer\"]");
+
+    ValidationMetaData result = validator.validate(dataImport);
+    assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
+    assertEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
+  }
+}

From dea75625c8d2b95d01add70644bd5c2a5cc64861 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 11 Jul 2021 23:29:22 +0200
Subject: [PATCH 18/38] removed start.sh

---
 start.sh                                            |  5 -----
 ui/src/datasource/DatasourceCreate.vue              |  1 -
 ui/src/datasource/DatasourceOverview.vue            | 13 ++++++-------
 ui/src/datasource/datasource.ts                     |  2 +-
 .../datasource/edit/schema/DatasourceSchemaEdit.vue |  4 +++-
 5 files changed, 10 insertions(+), 15 deletions(-)
 delete mode 100644 start.sh

diff --git a/start.sh b/start.sh
deleted file mode 100644
index 466dc1f78..000000000
--- a/start.sh
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/sh
-
-docker-compose -f ./docker-compose.yml -f ./../schema-recommendation/docker-compose.yml up -d adapter-db
-sleep 3
-docker-compose -f ./docker-compose.yml -f ./../schema-recommendation/docker-compose.yml up
\ No newline at end of file
diff --git a/ui/src/datasource/DatasourceCreate.vue b/ui/src/datasource/DatasourceCreate.vue
index d79156657..b6145b522 100644
--- a/ui/src/datasource/DatasourceCreate.vue
+++ b/ui/src/datasource/DatasourceCreate.vue
@@ -67,7 +67,6 @@ export default class DatasourceCreate extends Vue {
       type: 'JSON',
       parameters: {}
     },
-    schema: {},
     metadata: {
       author: '',
       license: '',
diff --git a/ui/src/datasource/DatasourceOverview.vue b/ui/src/datasource/DatasourceOverview.vue
index 7357d5fdc..995a847da 100644
--- a/ui/src/datasource/DatasourceOverview.vue
+++ b/ui/src/datasource/DatasourceOverview.vue
@@ -100,7 +100,7 @@
       <template #[`item.health`]="{ item }">
         <v-icon
           small
-          :color="getHealthColor(datasourcesStatus.get(item.id))"
+          :color="datasourcesStatus.get(item.id)"
         >
           mdi-water
         </v-icon>
@@ -129,7 +129,7 @@ export default class DatsourceOverview extends Vue {
   private isLoadingDatasources = false
   private isLoadingDatasourcesStatus = false
   private datasources: Datasource[] = []
-  private datasourcesStatus: Map<number, HealthStatus> = new Map<number, HealthStatus>()
+  private datasourcesStatus: Map<number, string> = new Map<number, string>()
   
 
   private headers = [
@@ -206,15 +206,14 @@ export default class DatsourceOverview extends Vue {
 
   private async loadDataSourcesStatus (): Promise<void> {
     this.isLoadingDatasourcesStatus = true
-    
+    const datasourcesStatus: Map<number, string> = new Map<number, string>()
+
     for (const element of this.datasources ) {
       const dataImport: DataimportMetaData = await DatasourceREST.getLatestDataimport(element.id)
-      console.log(dataImport)
-      console.log(dataImport.health)
-      this.datasourcesStatus.set(element.id, dataImport.health)
+      datasourcesStatus.set(element.id, this.getHealthColor(dataImport.health))
     }
 
-    console.log(this.datasourcesStatus)
+    this.datasourcesStatus = datasourcesStatus
     this.isLoadingDatasourcesStatus = false
   }
 
diff --git a/ui/src/datasource/datasource.ts b/ui/src/datasource/datasource.ts
index deb7d054f..ad587bd8f 100644
--- a/ui/src/datasource/datasource.ts
+++ b/ui/src/datasource/datasource.ts
@@ -8,7 +8,7 @@ export default interface Datasource {
     type: string
     parameters: object
   }
-  schema: object
+  schema?: object
   metadata: DatasourceMetaData
   trigger: Trigger
 }
diff --git a/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue b/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue
index abe509d9a..fe6562fcb 100644
--- a/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue
+++ b/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue
@@ -51,7 +51,9 @@ export default class DatasourceSchemaEdit extends Vue {
   private schemaAsText = ''
 
   mounted (): void{
-    this.schemaAsText = JSON.stringify(this.dataSource.schema)
+    if (this.dataSource.schema !== undefined) {
+      this.schemaAsText = JSON.stringify(this.dataSource.schema)
+    }
   }
 
   @PropSync('value')

From d24fa64c9271b3eb14d16f30da14ac2700e67b99 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Mon, 12 Jul 2021 02:18:57 +0200
Subject: [PATCH 19/38] refactoring. Validator has now a parent class for
 abstraction.

---
 pipeline/src/index.ts                         |  6 +-
 .../model/pipelineTransformedData.ts          |  7 +--
 .../pipelineConfigManager.test.ts             | 17 ++++--
 .../pipeline-config/pipelineConfigManager.ts  | 58 +++++--------------
 .../pipeline-validator/jsonschemavalidator.ts | 33 +++++++++++
 pipeline/src/pipeline-validator/validator.ts  |  6 ++
 6 files changed, 69 insertions(+), 58 deletions(-)
 create mode 100644 pipeline/src/pipeline-validator/jsonschemavalidator.ts
 create mode 100644 pipeline/src/pipeline-validator/validator.ts

diff --git a/pipeline/src/index.ts b/pipeline/src/index.ts
index 2a5428122..cf121a6e0 100644
--- a/pipeline/src/index.ts
+++ b/pipeline/src/index.ts
@@ -16,6 +16,7 @@ import { PipelineTransformedDataManager } from './pipeline-config/pipelineTransf
 import { PipelineTranformedDataEndpoint } from './api/rest/pipelineTransformedDataEndpoint'
 import { createDatasourceExecutionConsumer } from './api/amqp/datasourceExecutionConsumer'
 import { init as initDatabase } from './pipeline-config/pipelineDatabase'
+import JsonSchemaValidator from './pipeline-validator/jsonschemavalidator'
 
 const port = 8080
 let server: Server | undefined
@@ -36,6 +37,8 @@ async function main (): Promise<void> {
 
   const postgresClient = await initDatabase(CONNECTION_RETRIES, CONNECTION_BACKOFF)
 
+  const validator = new JsonSchemaValidator()
+
   const pipelineTransformedDataManager = new PipelineTransformedDataManager(
     postgresClient
   )
@@ -43,7 +46,8 @@ async function main (): Promise<void> {
   const pipelineConfigManager = new PipelineConfigManager(
     postgresClient,
     pipelineExecutor,
-    pipelineTransformedDataManager
+    pipelineTransformedDataManager,
+    validator
   )
 
   const amqpConnection = new AmqpConnection(AMQP_URL, CONNECTION_RETRIES, CONNECTION_BACKOFF, onAmqpConnectionLoss)
diff --git a/pipeline/src/pipeline-config/model/pipelineTransformedData.ts b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
index 1108b55d9..62630b2d5 100644
--- a/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
+++ b/pipeline/src/pipeline-config/model/pipelineTransformedData.ts
@@ -15,12 +15,7 @@ export interface PipelineTransformedDataMetaData {
   timestamp: string
 }
 
-export interface PipelineTransformedDataDTO {
-  pipelineId: number
-  healthStatus: string
-  data: unknown
-  schema?: object
-}
+export type PipelineTransformedDataDTO = Omit<PipelineTransformedData, 'id' | 'createdAt'>
 
 export class PipelineTransformedDataDTOValidator {
   private errors: string[] = []
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.test.ts b/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
index d3a2bdefd..b839d89e9 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.test.ts
@@ -8,8 +8,8 @@ import PipelineExecutor from '../pipeline-execution/pipelineExecutor'
 import { PipelineConfig, PipelineConfigDTO } from './model/pipelineConfig'
 import VM2SandboxExecutor from '../pipeline-execution/sandbox/vm2SandboxExecutor'
 import * as PipelineConfigRepository from './pipelineConfigRepository'
-// import * as PipelineTransformedDataRepository from './pipelineTransformedDataRepository'
 import * as OutboxEventPublisher from './outboxEventPublisher'
+import JsonSchemaValidator from './../pipeline-validator/jsonschemavalidator'
 
 jest.mock('@jvalue/node-dry-pg', () => {
   return {
@@ -25,6 +25,8 @@ jest.mock('../pipeline-execution/pipelineExecutor')
 
 jest.mock('./pipelineTransformedDataManager')
 
+jest.mock('./../pipeline-validator/jsonschemavalidator')
+
 jest.mock('./pipelineConfigRepository', () => {
   return {
     create: jest.fn().mockImplementation(async (_, config) => config),
@@ -96,7 +98,6 @@ function pipelineConfigDTO (): PipelineConfigDTO {
 
 const pipelineConfigRepositoryMock = mocked(PipelineConfigRepository, true)
 const outboxEventPublisherMock = mocked(OutboxEventPublisher, true)
-// const pipelineTransformedDataRepositoryMock = mocked(PipelineTransformedDataRepository, true)
 const postgresClient = new PostgresClient()
 
 afterEach(() => {
@@ -109,7 +110,8 @@ test('Should call create and publish event', async () => {
   const manager = new PipelineConfigManager(
     postgresClient,
     new PipelineExecutor(new VM2SandboxExecutor()),
-    new PipelineTransformedDataManager(postgresClient)
+    new PipelineTransformedDataManager(postgresClient),
+    new JsonSchemaValidator()
   )
   await manager.create(config)
 
@@ -123,7 +125,8 @@ test('Should call update and publish event', async () => {
   const manager = new PipelineConfigManager(
     postgresClient,
     new PipelineExecutor(new VM2SandboxExecutor()),
-    new PipelineTransformedDataManager(postgresClient)
+    new PipelineTransformedDataManager(postgresClient),
+    new JsonSchemaValidator()
   )
   await manager.update(123, config)
 
@@ -135,7 +138,8 @@ test('Should call delete and publish event', async () => {
   const manager = new PipelineConfigManager(
     postgresClient,
     new PipelineExecutor(new VM2SandboxExecutor()),
-    new PipelineTransformedDataManager(postgresClient)
+    new PipelineTransformedDataManager(postgresClient),
+    new JsonSchemaValidator()
   )
   await manager.delete(1234)
 
@@ -147,7 +151,8 @@ test('Should call delete all and publish event', async () => {
   const manager = new PipelineConfigManager(
     postgresClient,
     new PipelineExecutor(new VM2SandboxExecutor()),
-    new PipelineTransformedDataManager(postgresClient)
+    new PipelineTransformedDataManager(postgresClient),
+    new JsonSchemaValidator()
   )
   await manager.deleteAll()
 
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.ts b/pipeline/src/pipeline-config/pipelineConfigManager.ts
index e3e2242fe..1baa1d5d9 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.ts
@@ -1,9 +1,8 @@
 import { PostgresClient } from '@jvalue/node-dry-pg'
-import Ajv from 'ajv'
+import Validator from 'src/pipeline-validator/validator'
 
 import PipelineExecutor from '../pipeline-execution/pipelineExecutor'
 import { PipelineConfig, PipelineConfigDTO } from './model/pipelineConfig'
-import { PipelineTransformedDataDTO } from './model/pipelineTransformedData'
 import * as EventPublisher from './outboxEventPublisher'
 import * as PipelineConfigRepository from './pipelineConfigRepository'
 import { PipelineTransformedDataManager } from './pipelineTransformedDataManager'
@@ -12,7 +11,8 @@ export class PipelineConfigManager {
   constructor (
     private readonly pgClient: PostgresClient,
     private readonly pipelineExecutor: PipelineExecutor,
-    private readonly pipelineTransformedDataManager: PipelineTransformedDataManager
+    private readonly pipelineTransformedDataManager: PipelineTransformedDataManager,
+    private readonly validator: Validator
   ) {}
 
   async create (config: PipelineConfigDTO): Promise<PipelineConfig> {
@@ -63,56 +63,24 @@ export class PipelineConfigManager {
 
   async triggerConfig (datasourceId: number, data: object): Promise<void> {
     const allConfigs = await this.getByDatasourceId(datasourceId)
-    const ajv = new Ajv({ strict: false })
     for (const config of allConfigs) {
       const result = this.pipelineExecutor.executeJob(config.transformation.func, data)
       if ('error' in result) {
         await this.pgClient.transaction(async client =>
           await EventPublisher.publishError(client, config.id, config.metadata.displayName, result.error.message))
       } else if ('data' in result) {
-        let validate: any
-        let valid: boolean = true
-        let transformedData: PipelineTransformedDataDTO = {
-          pipelineId: config.id,
-          healthStatus: 'OK',
-          data: result.data as object
-        }
-        if (config.schema !== undefined || config.schema !== null) {
-          validate = ajv.compile(config.schema as object)
-          valid = validate(result.data)
+        const transformedData = this.validator.validate(config, result.data)
+        await this.pipelineTransformedDataManager.insert(transformedData)
 
-          transformedData = {
-            ...transformedData,
-            schema: config.schema as object
-          }
-
-          if (!valid) {
-            transformedData.healthStatus = 'WARNING'
-          }
-          await this.pipelineTransformedDataManager.insert(transformedData)
-
-          await this.pgClient.transaction(async client =>
-            await EventPublisher.publishSuccess(
-              client,
-              config.id,
-              config.metadata.displayName,
-              result.data,
-              config.schema
-            )
-          )
-        } else {
-          console.debug('***********WITHOUT SCHEMA************')
-          await this.pipelineTransformedDataManager.insert(transformedData)
-
-          await this.pgClient.transaction(async client =>
-            await EventPublisher.publishSuccess(
-              client,
-              config.id,
-              config.metadata.displayName,
-              result.data
-            )
+        await this.pgClient.transaction(async client =>
+          await EventPublisher.publishSuccess(
+            client,
+            config.id,
+            config.metadata.displayName,
+            result.data,
+            config.schema
           )
-        }
+        )
       } else {
         console.error(`Pipeline ${config.id} executed with ambiguous result: no data and no error!`)
       }
diff --git a/pipeline/src/pipeline-validator/jsonschemavalidator.ts b/pipeline/src/pipeline-validator/jsonschemavalidator.ts
new file mode 100644
index 000000000..92a34d6ac
--- /dev/null
+++ b/pipeline/src/pipeline-validator/jsonschemavalidator.ts
@@ -0,0 +1,33 @@
+import Ajv from 'ajv'
+import { PipelineConfig } from 'src/pipeline-config/model/pipelineConfig'
+import { PipelineTransformedDataDTO } from 'src/pipeline-config/model/pipelineTransformedData'
+import Validator from './validator'
+
+export default class JsonSchemaValidator implements Validator {
+  validate (config: PipelineConfig, data: unknown): PipelineTransformedDataDTO {
+    let validate: any
+    let valid: boolean = true
+
+    const transformedData: PipelineTransformedDataDTO = {
+      pipelineId: config.id,
+      healthStatus: 'OK',
+      data: data as object
+    }
+
+    const ajv = new Ajv({ strict: false })
+    if (config.schema !== undefined || config.schema !== null) {
+      validate = ajv.compile(config.schema as object)
+      valid = validate(data)
+
+      const result = {
+        ...transformedData,
+        healthStatus: valid ? transformedData.healthStatus : 'WARNING',
+        schema: config.schema
+      }
+
+      return result
+    }
+
+    return transformedData
+  }
+}
diff --git a/pipeline/src/pipeline-validator/validator.ts b/pipeline/src/pipeline-validator/validator.ts
new file mode 100644
index 000000000..32627cb94
--- /dev/null
+++ b/pipeline/src/pipeline-validator/validator.ts
@@ -0,0 +1,6 @@
+import { PipelineConfig } from 'src/pipeline-config/model/pipelineConfig'
+import { PipelineTransformedDataDTO } from 'src/pipeline-config/model/pipelineTransformedData'
+
+export default interface Validator {
+  validate: (config: PipelineConfig, data: unknown) => PipelineTransformedDataDTO
+}

From 797dd36c5574c9113c716c8c05d3023dfd16e0ce Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 28 Jul 2021 20:35:32 +0200
Subject: [PATCH 20/38] Added CustomType for String arrays

---
 adapter/build.gradle                          |  2 +-
 .../datasource/DatasourceManager.java         |  2 -
 .../datasource/model/DataImport.java          | 21 +++--
 .../model/types/CustomStringArrayType.java    | 82 +++++++++++++++++++
 .../validator/JsonSchemaValidator.java        | 18 ++--
 .../validator/ValidationMetaData.java         |  2 +-
 .../validator/JsonSchemaValidatorTest.java    | 14 +++-
 7 files changed, 113 insertions(+), 28 deletions(-)
 create mode 100644 adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java

diff --git a/adapter/build.gradle b/adapter/build.gradle
index f3770f0e2..92f5409c4 100644
--- a/adapter/build.gradle
+++ b/adapter/build.gradle
@@ -33,7 +33,7 @@ test {
 
 	testLogging {
 		events "passed", "skipped", "failed"
-		//showStandardStreams = true
+		showStandardStreams = true
 		afterSuite { desc, result ->
 			if (!desc.parent) {
 				println "Tests run: ${result.testCount}, " +
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
index 4ed23ca2c..1c355c3bc 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/DatasourceManager.java
@@ -111,10 +111,8 @@ DataImport.MetaData executeImport(Long id, RuntimeParameters runtimeParameters)
       String responseData = executionResult.getData();
       dataImport = new DataImport(datasource, responseData);
       dataImport.setValidationMetaData(validator.validate(dataImport));
-
       DataImport savedDataImport = dataImportRepository.save(dataImport);
       amqpPublisher.publishImportSuccess(id, savedDataImport.getData());
-
       return savedDataImport.getMetaData();
     } catch (ImporterParameterException | InterpreterParameterException | IOException e) {
       handleImportFailed(datasource, dataImport, e);
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index 45dc86aa4..40369eb38 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -10,10 +10,11 @@
 import java.nio.charset.StandardCharsets;
 import java.util.Date;
 
+import com.google.gson.Gson;
+import com.google.gson.reflect.TypeToken;
+import java.util.List;
+import java.util.ArrayList;
 import org.hibernate.annotations.Type;
-import org.hibernate.annotations.TypeDef;
-import org.hibernate.annotations.TypeDefs;
-import com.vladmihalcea.hibernate.type.json.JsonBinaryType;
 
 @Entity
 @NoArgsConstructor
@@ -32,8 +33,9 @@ public class DataImport {
   @Enumerated(EnumType.STRING)
   private ValidationMetaData.HealthStatus health;
 
-  @Column(columnDefinition="TEXT")
-  private String errorMessages;
+  @Column(columnDefinition = "text[]")
+  @Type(type = "org.jvalue.ods.adapterservice.datasource.type.CustomStringArrayType")
+  private String[] errorMessages;
 
   @ManyToOne(fetch = FetchType.EAGER)
   @JoinColumn(name="datasource_id")
@@ -41,14 +43,14 @@ public class DataImport {
   private Datasource datasource;
 
   public DataImport(Datasource datasource, String data) {
-    this(datasource, data, ValidationMetaData.HealthStatus.OK, "");
+    this(datasource, data, ValidationMetaData.HealthStatus.OK, null);
   }
 
   public DataImport(Datasource datasource, String data, ValidationMetaData.HealthStatus health) {
-    this(datasource, data, health, "");
+    this(datasource, data, health, null);
   }
 
-  public DataImport(Datasource datasource, String data, ValidationMetaData.HealthStatus health, String errorMessages) {
+  public DataImport(Datasource datasource, String data, ValidationMetaData.HealthStatus health, String[] errorMessages) {
     this.datasource = datasource;
     this.data = data.getBytes(StandardCharsets.UTF_8);
     this.health = health;
@@ -57,6 +59,7 @@ public DataImport(Datasource datasource, String data, ValidationMetaData.HealthS
   }
 
   public void setValidationMetaData(ValidationMetaData validationData) {
+    System.out.println(validationData.getErrorMessages());
     this.health = validationData.getHealthStatus();
     this.errorMessages = validationData.getErrorMessages();
   }
@@ -81,7 +84,7 @@ public static class MetaData {
 
     private final ValidationMetaData.HealthStatus health;
 
-    private final String errorMessages;
+    private final String[] errorMessages;
 
     @JsonIgnore
     private final Datasource datasource;
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
new file mode 100644
index 000000000..b27df9be3
--- /dev/null
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
@@ -0,0 +1,82 @@
+package org.jvalue.ods.adapterservice.datasource.type;
+
+import java.sql.*;
+import java.io.Serializable;
+import org.hibernate.usertype.*;
+import org.hibernate.HibernateException;
+
+import java.sql.ResultSet;
+import java.sql.PreparedStatement;
+import java.sql.SQLException;
+import org.hibernate.engine.spi.SharedSessionContractImplementor;
+
+public class CustomStringArrayType implements UserType {
+  @Override
+  public int[] sqlTypes() {
+      return new int[]{Types.ARRAY};
+  }
+
+  @Override
+  public Class returnedClass() {
+      return String[].class;
+  }
+
+  @Override
+  public Object nullSafeGet(ResultSet rs, String[] names, SharedSessionContractImplementor session, Object owner)
+    throws HibernateException, SQLException {
+      Array array = rs.getArray(names[0]);
+      return array != null ? array.getArray() : null;
+  }
+
+  @Override
+  public void nullSafeSet(PreparedStatement st, Object value, int index, SharedSessionContractImplementor session)
+    throws HibernateException, SQLException {
+      System.out.println("**********Print");
+      System.out.println(value);
+      if (value != null && st != null) {
+        System.out.println("**********NotNullPrint");
+          Array array = session.connection().createArrayOf("text", (String[])value);
+          st.setArray(index, array);
+      } else {
+          st.setNull(index, sqlTypes()[0]);
+      }
+  }
+
+  @Override
+  public Object	assemble(Serializable cached, Object owner) throws HibernateException {
+    return cached;
+  }
+
+  @Override
+  public Object	deepCopy(Object value) {
+    return value;
+  }
+
+  @Override
+  public Serializable	disassemble(Object value) throws HibernateException {
+    return (Serializable) value;
+  }
+  
+  
+  @Override
+  public boolean equals(Object x, Object y) throws HibernateException {
+    return x.equals(y);
+  }
+ 
+  @Override
+  public int	hashCode(Object x) {
+    assert (x != null);
+    return x.hashCode();
+  }
+ 
+  @Override
+  public boolean	isMutable() {
+    return false;
+  }
+  
+  @Override
+  public Object	replace(Object original, Object target, Object owner) throws HibernateException {
+    return original;
+  }
+
+}
\ No newline at end of file
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java
index ff85ef248..0e0511694 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidator.java
@@ -11,18 +11,17 @@
 import org.json.JSONArray;
 import org.json.JSONObject;
 import org.json.JSONTokener;
+
 import com.google.gson.Gson;
-import com.google.gson.reflect.TypeToken;
-import java.util.List;
-import java.lang.reflect.Type;
+import java.util.Arrays;
 
 public class JsonSchemaValidator implements Validator {
   
   @Override
   public ValidationMetaData validate(DataImport dataImport){
-    ValidationMetaData validationMetaData = new ValidationMetaData(dataImport.getHealth(), "");
+    ValidationMetaData validationMetaData = new ValidationMetaData(dataImport.getHealth(), null);
     if (dataImport.getDatasource().getSchema() == null) {
-      return new ValidationMetaData(ValidationMetaData.HealthStatus.OK, "");
+      return new ValidationMetaData(ValidationMetaData.HealthStatus.OK, null);
     }
     try {
       String schemaString = new Gson().toJson(dataImport.getDatasource().getSchema());
@@ -35,16 +34,13 @@ public ValidationMetaData validate(DataImport dataImport){
       else {
         schema.validate(new JSONObject(dataImport.getData()));
       }
-
+      
       validationMetaData.setHealthStatus(ValidationMetaData.HealthStatus.OK);
       return validationMetaData;
     } catch ( ValidationException e) {
-      Type listType = new TypeToken<List<String>>() {}.getType();
-      String errorMessagesAsString = new Gson().toJson(e.getAllMessages(), listType);
-
-      validationMetaData.setErrorMessages(errorMessagesAsString);
+      String[] array = e.getAllMessages().stream().toArray(String[]::new);
+      validationMetaData.setErrorMessages(array);
       validationMetaData.setHealthStatus(ValidationMetaData.HealthStatus.WARNING);
-
       return validationMetaData;
     }
   }
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java
index df76bd429..1e7eb324b 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/validator/ValidationMetaData.java
@@ -7,7 +7,7 @@
 @Setter
 public class ValidationMetaData {
   private HealthStatus healthStatus;
-  private String errorMessages;
+  private String[] errorMessages;
 
   public static enum HealthStatus {
     OK {
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
index 1984fd4d7..b1efe98ed 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
@@ -8,6 +8,8 @@
 import java.io.File;
 import java.io.IOException;
 
+import java.util.List;
+import java.util.Arrays;
 
 public class JsonSchemaValidatorTest {
   private final ObjectMapper mapper = new ObjectMapper();
@@ -20,7 +22,7 @@ public void testValidationSuccess() throws IOException {
     String data = "{\"hallo\":\"test\"}";
     DataImport dataImport = new DataImport(datasourceConfigComplete, data);
 
-    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, "");
+    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, null);
     ValidationMetaData result = validator.validate(dataImport);
     
     assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
@@ -34,7 +36,7 @@ public void testValidationNoSchema() throws IOException {
     String data = "{\"hallo\":\"test\"}";
     DataImport dataImport = new DataImport(datasourceConfigNoSchema, data);
 
-    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, "");
+    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, null);
     ValidationMetaData result = validator.validate(dataImport);
     
     assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
@@ -48,12 +50,16 @@ public void testValidationWarning() throws IOException {
     String data = "{\"hallo\":1}";
     DataImport dataImport = new DataImport(datasourceConfigComplete, data);
   
+    String[] expectedArray = new String[1];
+    expectedArray[0] = "#/hallo: expected type: String, found: Integer";
     ValidationMetaData expectedMetaData = new ValidationMetaData(
       ValidationMetaData.HealthStatus.WARNING,
-      "[\"#/hallo: expected type: String, found: Integer\"]");
+      expectedArray);
 
     ValidationMetaData result = validator.validate(dataImport);
+
+    System.out.println(result.getErrorMessages());
     assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
-    assertEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
+    assertEquals(expectedMetaData.getErrorMessages()[0], result.getErrorMessages()[0]);
   }
 }

From 82eed58fe5d425657c1ca2f5690040db9e89369e Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 28 Jul 2021 20:36:19 +0200
Subject: [PATCH 21/38] removed prints

---
 .../jvalue/ods/adapterservice/datasource/model/DataImport.java | 1 -
 .../datasource/model/types/CustomStringArrayType.java          | 3 ---
 2 files changed, 4 deletions(-)

diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
index 40369eb38..5319e5d40 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/DataImport.java
@@ -59,7 +59,6 @@ public DataImport(Datasource datasource, String data, ValidationMetaData.HealthS
   }
 
   public void setValidationMetaData(ValidationMetaData validationData) {
-    System.out.println(validationData.getErrorMessages());
     this.health = validationData.getHealthStatus();
     this.errorMessages = validationData.getErrorMessages();
   }
diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
index b27df9be3..757ec2205 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
@@ -31,10 +31,7 @@ public Object nullSafeGet(ResultSet rs, String[] names, SharedSessionContractImp
   @Override
   public void nullSafeSet(PreparedStatement st, Object value, int index, SharedSessionContractImplementor session)
     throws HibernateException, SQLException {
-      System.out.println("**********Print");
-      System.out.println(value);
       if (value != null && st != null) {
-        System.out.println("**********NotNullPrint");
           Array array = session.connection().createArrayOf("text", (String[])value);
           st.setArray(index, array);
       } else {

From 9c84baa4b0d5447e6b68a1e8adb7211d97faf21e Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 28 Jul 2021 20:45:03 +0200
Subject: [PATCH 22/38] removed STDOUT for tests

---
 adapter/build.gradle | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/adapter/build.gradle b/adapter/build.gradle
index 92f5409c4..f3770f0e2 100644
--- a/adapter/build.gradle
+++ b/adapter/build.gradle
@@ -33,7 +33,7 @@ test {
 
 	testLogging {
 		events "passed", "skipped", "failed"
-		showStandardStreams = true
+		//showStandardStreams = true
 		afterSuite { desc, result ->
 			if (!desc.parent) {
 				println "Tests run: ${result.testCount}, " +

From feec02760cfc7aac25d6bbbd0778ea3f2fc5a31f Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Wed, 28 Jul 2021 21:26:20 +0200
Subject: [PATCH 23/38] commented adminer

---
 docker-compose.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index fe099c1a6..8f06afb3f 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -171,10 +171,10 @@ services:
   #   - "./pgdata:/var/lib/postgresql/data"
 
   # Uncomment this if you want to manage the Postgres databases with adminer
-  adminer: # management UI for Postgres
-    image: adminer
-    ports:
-      - 8081:8080
+  # adminer: # management UI for Postgres
+  #   image: adminer
+  #   ports:
+  #     - 8081:8080
 
   storage-db-liquibase: # perform database migration on start up
     image: ${DOCKER_REGISTRY}/storage-db-liquibase

From 72369e1cdb66e23349ba2b67302444bd5b9bc3bd Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sat, 31 Jul 2021 19:16:24 +0200
Subject: [PATCH 24/38] Added first steps for schema to postgress support. WIP

---
 docker-compose.yml                            |   10 +-
 storage/storage-mq/package-lock.json          | 8368 +----------------
 .../src/api/amqp/pipelineConfigConsumer.ts    |    3 +-
 storage/storage-mq/src/index.ts               |    5 +-
 .../storage-mq/src/service/schemaparser.ts    |   56 +
 ...ostgresStorageStructureSchemaRepository.ts |   54 +
 storage/storage-mq/src/test/parser.test.ts    |   11 +
 storage/storage-mq/src/test/testDataHelper.ts |  185 +
 8 files changed, 325 insertions(+), 8367 deletions(-)
 create mode 100644 storage/storage-mq/src/service/schemaparser.ts
 create mode 100644 storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
 create mode 100644 storage/storage-mq/src/test/parser.test.ts
 create mode 100644 storage/storage-mq/src/test/testDataHelper.ts

diff --git a/docker-compose.yml b/docker-compose.yml
index 815ed7f70..c6f3c43d7 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -109,7 +109,7 @@ services:
     build: ./storage/storage-mq/
     environment:
       CONNECTION_RETRIES: 30
-      CONNECTION_BACKOFF_IN_MS: 2000
+      CONNECTION_BACKOFF_IN_MS: 20000
 
       POSTGRES_HOST: storage-db
       POSTGRES_PORT: 5432
@@ -171,10 +171,10 @@ services:
   #   - "./pgdata:/var/lib/postgresql/data"
 
   # Uncomment this if you want to manage the Postgres databases with adminer
-  # adminer: # management UI for Postgres
-  #   image: adminer
-  #   ports:
-  #     - 8080:8080
+  adminer: # management UI for Postgres
+    image: adminer
+    ports:
+      - 8081:8080
 
   storage-db-liquibase: # perform database migration on start up
     image: ${DOCKER_REGISTRY}/storage-db-liquibase
diff --git a/storage/storage-mq/package-lock.json b/storage/storage-mq/package-lock.json
index f06fc2c1e..51a95fd0d 100644
--- a/storage/storage-mq/package-lock.json
+++ b/storage/storage-mq/package-lock.json
@@ -1,8358 +1,8 @@
 {
   "name": "ods-storage-mq",
   "version": "0.0.1",
-  "lockfileVersion": 2,
+  "lockfileVersion": 1,
   "requires": true,
-  "packages": {
-    "": {
-      "name": "ods-storage-mq",
-      "version": "0.0.1",
-      "dependencies": {
-        "@jvalue/node-dry-amqp": "0.1.1",
-        "@jvalue/node-dry-basics": "0.0.3",
-        "@jvalue/node-dry-pg": "1.2.0",
-        "cors": "^2.8.5",
-        "express": "^4.17.1"
-      },
-      "devDependencies": {
-        "@types/cors": "^2.8.10",
-        "@types/express": "^4.17.9",
-        "@types/jest": "^26.0.20",
-        "@types/node": "^14.14.31",
-        "@typescript-eslint/eslint-plugin": "^4.15.2",
-        "@typescript-eslint/parser": "^4.15.2",
-        "eslint": "^7.20.0",
-        "eslint-config-standard-with-typescript": "20.0.0",
-        "eslint-plugin-import": "^2.22.1",
-        "eslint-plugin-node": "^11.1.0",
-        "eslint-plugin-promise": "^4.3.1",
-        "jest": "^26.6.3",
-        "ts-jest": "^26.5.2",
-        "tslib": "^2.1.0",
-        "typescript": "^4.2.2"
-      }
-    },
-    "node_modules/@babel/code-frame": {
-      "version": "7.12.11",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.12.11.tgz",
-      "integrity": "sha512-Zt1yodBx1UcyiePMSkWnU4hPqhwq7hGi2nFL1LeA3EUl+q2LQx16MISgJ0+z7dnmgvP9QtIleuETGOiOH1RcIw==",
-      "dev": true,
-      "dependencies": {
-        "@babel/highlight": "^7.10.4"
-      }
-    },
-    "node_modules/@babel/core": {
-      "version": "7.12.10",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.12.10.tgz",
-      "integrity": "sha512-eTAlQKq65zHfkHZV0sIVODCPGVgoo1HdBlbSLi9CqOzuZanMv2ihzY+4paiKr1mH+XmYESMAmJ/dpZ68eN6d8w==",
-      "dev": true,
-      "dependencies": {
-        "@babel/code-frame": "^7.10.4",
-        "@babel/generator": "^7.12.10",
-        "@babel/helper-module-transforms": "^7.12.1",
-        "@babel/helpers": "^7.12.5",
-        "@babel/parser": "^7.12.10",
-        "@babel/template": "^7.12.7",
-        "@babel/traverse": "^7.12.10",
-        "@babel/types": "^7.12.10",
-        "convert-source-map": "^1.7.0",
-        "debug": "^4.1.0",
-        "gensync": "^1.0.0-beta.1",
-        "json5": "^2.1.2",
-        "lodash": "^4.17.19",
-        "semver": "^5.4.1",
-        "source-map": "^0.5.0"
-      },
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-        "node": ">=6.9.0"
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-      "dependencies": {
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-      },
-      "engines": {
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-      }
-    },
-    "node_modules/yargs/node_modules/p-try": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/p-try/-/p-try-2.2.0.tgz",
-      "integrity": "sha512-R4nPAVTAU0B9D35/Gk3uJf/7XYbQcyohSKdvAxIRSNghFl4e71hVoGnBNQz9cWaXxO2I10KTC+3jMdvvoKw6dQ==",
-      "dev": true,
-      "engines": {
-        "node": ">=6"
-      }
-    },
-    "node_modules/yargs/node_modules/path-exists": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz",
-      "integrity": "sha512-ak9Qy5Q7jYb2Wwcey5Fpvg2KoAc/ZIhLSLOSBmRmygPsGwkVVt0fZa0qrtMz+m6tJTAHfZQ8FnmB4MG4LWy7/w==",
-      "dev": true,
-      "engines": {
-        "node": ">=8"
-      }
-    }
-  },
   "dependencies": {
     "@babel/code-frame": {
       "version": "7.12.11",
@@ -14435,14 +6085,6 @@
       "integrity": "sha1-NbCYdbT/SfJqd35QmzCQoyJr8ks=",
       "dev": true
     },
-    "string_decoder": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
-      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
-      "requires": {
-        "safe-buffer": "~5.2.0"
-      }
-    },
     "string-length": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/string-length/-/string-length-4.0.1.tgz",
@@ -14484,6 +6126,14 @@
         "define-properties": "^1.1.3"
       }
     },
+    "string_decoder": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
+      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
+      "requires": {
+        "safe-buffer": "~5.2.0"
+      }
+    },
     "strip-ansi": {
       "version": "6.0.0",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.0.tgz",
diff --git a/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts b/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
index a3367215f..28bbd2c74 100644
--- a/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
+++ b/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
@@ -29,7 +29,7 @@ export class PipelineConfigConsumer {
     await this.amqpChannel.bindQueue(
       AMQP_PIPELINE_CONFIG_QUEUE, AMQP_PIPELINE_CONFIG_EXCHANGE, AMQP_PIPELINE_CONFIG_QUEUE_TOPIC)
 
-    await this.amqpChannel.consume(AMQP_PIPELINE_CONFIG_QUEUE, this.consumeEvent)
+    await this.amqpChannel.consume(AMQP_PIPELINE_CONFIG_QUEUE, this.consumeEvent)±
   }
 
   // use the f = () => {} syntax to access 'this' scope
@@ -39,6 +39,7 @@ export class PipelineConfigConsumer {
       return
     }
     if (msg.fields.routingKey === AMQP_PIPELINE_CONFIG_CREATED_TOPIC) {
+      console.log(JSON.parse(msg.content.toString()))
       await this.pipelineConfigEventHandler.handleCreation(JSON.parse(msg.content.toString()))
     } else if (msg.fields.routingKey === AMQP_PIPELINE_CONFIG_DELETED_TOPIC) {
       await this.pipelineConfigEventHandler.handleDeletion(JSON.parse(msg.content.toString()))
diff --git a/storage/storage-mq/src/index.ts b/storage/storage-mq/src/index.ts
index 99f327ccf..51217b2c9 100644
--- a/storage/storage-mq/src/index.ts
+++ b/storage/storage-mq/src/index.ts
@@ -9,7 +9,8 @@ import { PoolConfig } from 'pg'
 
 import { StorageContentEndpoint } from './api/rest/storageContentEndpoint'
 import { PostgresStorageContentRepository } from './storage-content/postgresStorageContentRepository'
-import { PostgresStorageStructureRepository } from './storage-structure/postgresStorageStructureRepository'
+// import { PostgresStorageStructureRepository } from './storage-structure/postgresStorageStructureRepository'
+import { PostgresStorageStructureSchemaRepository } from './storage-structure/postgresStorageStructureSchemaRepository'
 import { createPipelineConfigEventConsumer } from './api/amqp/pipelineConfigConsumer'
 import { createPipelineExecutionEventConsumer } from './api/amqp/pipelineExecutionConsumer'
 import { PipelineConfigEventHandler } from './api/pipelineConfigEventHandler'
@@ -52,7 +53,7 @@ function onAmqpConnectionLoss (error: any): never {
 async function main (): Promise<void> {
   const postgresClient = new PostgresClient(POOL_CONFIG)
   const storageContentRepository = new PostgresStorageContentRepository(postgresClient)
-  const storageStructureRepository = new PostgresStorageStructureRepository(postgresClient)
+  const storageStructureRepository = new PostgresStorageStructureSchemaRepository(postgresClient)
 
   const pipelineConfigEventHandler = new PipelineConfigEventHandler(storageStructureRepository)
   const pipelineExecutionEventHandler = new PipelineExecutionEventHandler(storageContentRepository)
diff --git a/storage/storage-mq/src/service/schemaparser.ts b/storage/storage-mq/src/service/schemaparser.ts
new file mode 100644
index 000000000..46d608e02
--- /dev/null
+++ b/storage/storage-mq/src/service/schemaparser.ts
@@ -0,0 +1,56 @@
+const CREATE_STATEMENT =
+(schema: string, table: string): string => 
+`CREATE TABLE IF NOT EXISTS "${schema}"."${table}" ("id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY` 
+
+const PRIMARY_KEY_STATEMENT =
+(schema: string, table: string): string => `, CONSTRAINT "Data_pk_${schema}_${table}" PRIMARY KEY (id)`
+
+const FOREGIN_KEY_STATEMENT =
+(schema: string, table: string, parentTable: string): string => 
+`, CONSTRAINT "Data_fk_${schema}_${table}" FOREIGN KEY (${parentTable}id) REFERENCES ${schema}.${parentTable}(id)`
+
+const END_STATEMENT = `)`
+
+const PG_TYPES: any = { string: 'text', number: 'integer'}
+
+export default class SchemaParser {
+
+  private postgresSchema: String[] = []
+
+  parse (schema: any, schemaName: string, tableName: string, index: number = 0, parentName: string = ''): String[] {
+    if (this.isArray(schema.type)) {
+      this.doParse(schema.items, index, schemaName, tableName)
+    } else if (this.isObject(schema.type)) {
+      this.doParse(schema, index, schemaName, tableName, parentName)
+    }
+
+    return this.postgresSchema
+  }
+
+  doParse (schema: any, index: number, schemaName: string, tableName: string, parentName: string = ''): void {
+    this.postgresSchema[index] = CREATE_STATEMENT(schemaName, tableName)
+    
+    for (const key in schema.properties) {
+      if (this.isObject(schema.properties[key].type)) {
+        this.parse(schema.properties[key], schemaName, tableName+'_'+key, index+1, tableName)
+        continue
+      }
+      this.postgresSchema[index] += `, "${key}" ${PG_TYPES[schema.properties[key].type]}`
+    }
+    
+    if (parentName !== '') {
+      this.postgresSchema[index] += `, "${parentName}id" bigint NOT NULL`
+      this.postgresSchema[index] += FOREGIN_KEY_STATEMENT(schemaName, tableName, parentName)
+    }
+    this.postgresSchema[index] += PRIMARY_KEY_STATEMENT(schemaName, tableName)
+    this.postgresSchema[index] += END_STATEMENT
+  }
+
+  isArray (value: string): boolean  {
+    return value === 'array'
+  }
+
+  isObject (value: string): boolean {
+    return value === 'object'
+  }
+}
diff --git a/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts b/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
new file mode 100644
index 000000000..9e446ec52
--- /dev/null
+++ b/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
@@ -0,0 +1,54 @@
+import { PostgresClient } from '@jvalue/node-dry-pg'
+
+import { POSTGRES_SCHEMA } from '../env'
+
+import { StorageStructureRepository } from './storageStructureRepository'
+
+const CREATE_BUCKET_STATEMENT =
+(schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."pegel" (
+  "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
+  "uuid" text,
+  "number" text,
+  CONSTRAINT "Data_pk_${schema}_pegel" PRIMARY KEY (id)
+  )`
+const CREATE_BUCKET_WATER_STATEMENT =
+(schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."water" (
+  "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
+  "pegelid" bigint NOT NULL,
+  "shortname" text,
+  "longname" text,
+  CONSTRAINT "Data_pk_${schema}_water" PRIMARY KEY (id),
+  CONSTRAINT "Data_fk_${schema}_water" FOREIGN KEY (pegelid) REFERENCES ${schema}.pegel(id)
+  )`
+const CREATE_BUCKET_B_STATEMENT =
+(schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."${table}" (
+  "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
+  "data" jsonb NOT NULL,
+  "timestamp" timestamp,
+  "pipelineId" bigint,
+  CONSTRAINT "Data_pk_${schema}_${table}" PRIMARY KEY (id)
+  )`
+const DELETE_BUCKET_STATEMENT = (schema: string, table: string): string => `DROP TABLE "${schema}"."${table}" CASCADE`
+
+export class PostgresStorageStructureSchemaRepository implements StorageStructureRepository {
+  constructor (private readonly postgresClient: PostgresClient) {}
+
+  /**
+     * This function will create a table (if not already exists) for storing pipeline data.
+     * Uses the database function 'createStructureForDataSource'.
+     * @param tableIdentifier tableIdentifier for wich a table will be created with this name
+     */
+  async create (tableIdentifier: string): Promise<void> {
+    await this.postgresClient.executeQuery(CREATE_BUCKET_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
+    await this.postgresClient.executeQuery(CREATE_BUCKET_B_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
+    await this.postgresClient.executeQuery(CREATE_BUCKET_WATER_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
+  }
+
+  /**
+     * Drops a table with name, provided by parameter tableIdentifier
+     * @param tableIdentifier name of the table to be dropped
+     */
+  async delete (tableIdentifier: string): Promise<void> {
+    await this.postgresClient.executeQuery(DELETE_BUCKET_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
+  }
+}
diff --git a/storage/storage-mq/src/test/parser.test.ts b/storage/storage-mq/src/test/parser.test.ts
new file mode 100644
index 000000000..c332e2c34
--- /dev/null
+++ b/storage/storage-mq/src/test/parser.test.ts
@@ -0,0 +1,11 @@
+import SchemaParser from '../service/schemaparser'
+import * as testData from './testDataHelper'
+
+describe('schema generation', () => {
+  test('return valid jsonschema for Pegel based on the ontology schema', () => {
+    const schemaParser = new SchemaParser()
+    const response = schemaParser.parse(testData.JSONSchemaOrdngungsamtComplete, 'TESTSCHEMA', 'TESTTABLE')
+    console.log(response)
+    expect(response).toEqual(testData.JSONSchemaPegelComplete)
+  })
+})
diff --git a/storage/storage-mq/src/test/testDataHelper.ts b/storage/storage-mq/src/test/testDataHelper.ts
new file mode 100644
index 000000000..1676b5413
--- /dev/null
+++ b/storage/storage-mq/src/test/testDataHelper.ts
@@ -0,0 +1,185 @@
+export const JSONSchemaOrdngungsamtComplete = {
+  $schema: 'schema-recommendation/jsonschema/parser',
+  $id: '#/root',
+  type: 'object',
+  additionalProperties: true,
+  required: [
+    'messages',
+    'results',
+    'index'
+  ],
+  properties: {
+    messages: {
+      $id: '#/root/messages',
+      type: 'object',
+      additionalProperties: true,
+      required: [
+        'messages',
+        'success'
+      ],
+      properties: {
+        messages: {
+          $id: '#/root/messages/messages',
+          type: 'array',
+          additionalItems: true,
+          items: {
+            $id: '#/root/messages/messages/items'
+          }
+        },
+        success: {
+          $id: '#/root/messages/success',
+          type: 'boolean'
+        }
+      }
+    },
+    results: {
+      $id: '#/root/results',
+      type: 'object',
+      additionalProperties: true,
+      required: [
+        'count',
+        'itemsPerPage'
+      ],
+      properties: {
+        count: {
+          $id: '#/root/results/count',
+          type: 'number'
+        },
+        itemsPerPage: {
+          $id: '#/root/results/itemsPerPage',
+          type: 'number'
+        }
+      }
+    },
+    index: {
+      $id: '#/root/index',
+      type: 'array',
+      additionalItems: true,
+      items: {
+        $id: '#/root/index/items',
+        type: 'object',
+        additionalProperties: true,
+        required: [
+          'id',
+          'meldungsNummern',
+          'bezirk',
+          'betreff',
+          'erstellungsDatum',
+          'status',
+          'sachverhalt'
+        ],
+        properties: {
+          id: {
+            $id: '#/root/index/items/id',
+            type: 'number'
+          },
+          meldungsNummern: {
+            $id: '#/root/index/items/meldungsNummern',
+            type: 'array',
+            additionalItems: true,
+            items: {
+              $id: '#/root/index/items/meldungsNummern/items',
+              type: 'string'
+            }
+          },
+          bezirk: {
+            $id: '#/root/index/items/bezirk',
+            type: 'string'
+          },
+          betreff: {
+            $id: '#/root/index/items/betreff',
+            type: 'string'
+          },
+          erstellungsDatum: {
+            $id: '#/root/index/items/erstellungsDatum',
+            type: 'string'
+          },
+          status: {
+            $id: '#/root/index/items/status',
+            type: 'string'
+          },
+          sachverhalt: {
+            $id: '#/root/index/items/sachverhalt',
+            type: 'string'
+          }
+        }
+      }
+    }
+  }
+}
+
+export const JSONSchemaPegelComplete = {
+  $schema: 'schema-recommendation/jsonschema/parser',
+  $id: '#/root',
+  type: 'array',
+  additionalItems: true,
+  items: {
+    $id: '#/root/items',
+    type: 'object',
+    additionalProperties: true,
+    required: [
+      'uuid',
+      'number',
+      'shortname',
+      'longname',
+      'km',
+      'agency',
+      'longitude',
+      'latitude',
+      'water'
+    ],
+    properties: {
+      uuid: {
+        $id: '#/root/items/uuid',
+        type: 'string'
+      },
+      number: {
+        $id: '#/root/items/number',
+        type: 'string'
+      },
+      shortname: {
+        $id: '#/root/items/shortname',
+        type: 'string'
+      },
+      longname: {
+        $id: '#/root/items/longname',
+        type: 'string'
+      },
+      km: {
+        $id: '#/root/items/km',
+        type: 'number'
+      },
+      agency: {
+        $id: '#/root/items/agency',
+        type: 'string'
+      },
+      longitude: {
+        $id: '#/root/items/longitude',
+        type: 'number'
+      },
+      latitude: {
+        $id: '#/root/items/latitude',
+        type: 'number'
+      },
+      water: {
+        $id: '#/root/items/water',
+        type: 'object',
+        additionalProperties: true,
+        required: [
+          'shortname',
+          'longname'
+        ],
+        properties: {
+          shortname: {
+            $id: '#/root/items/water/shortname',
+            type: 'string'
+          },
+          longname: {
+            $id: '#/root/items/water/longname',
+            type: 'string'
+          }
+        }
+      }
+    }
+  }
+}

From ca8acf37f47443efd6853b6825da9119c8ffe6ab Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sat, 7 Aug 2021 14:57:25 +0200
Subject: [PATCH 25/38] Insert algorithm added

---
 docker-compose.yml                            |  13 +
 storage/postgraphile/Dockerfile               |   8 +
 .../src/api/amqp/pipelineConfigConsumer.ts    |   2 +-
 storage/storage-mq/src/index.ts               |   5 +-
 .../storage-mq/src/service/dataextracter.ts   |  14 ++
 .../storage-mq/src/service/schemaparser.ts    | 233 +++++++++++++++---
 .../src/service/schematoobjectparser.ts       |  42 ++++
 .../storage-mq/src/service/sharedhelper.ts    |  24 ++
 storage/storage-mq/src/test/parser.test.ts    |  36 ++-
 storage/storage-mq/src/test/testDataHelper.ts |  87 ++++++-
 10 files changed, 423 insertions(+), 41 deletions(-)
 create mode 100644 storage/postgraphile/Dockerfile
 create mode 100644 storage/storage-mq/src/service/dataextracter.ts
 create mode 100644 storage/storage-mq/src/service/schematoobjectparser.ts
 create mode 100644 storage/storage-mq/src/service/sharedhelper.ts

diff --git a/docker-compose.yml b/docker-compose.yml
index c6f3c43d7..fbc393f8c 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -166,6 +166,19 @@ services:
       POSTGRES_DB: ods
       POSTGRES_USER: ods_admin
       POSTGRES_PASSWORD: ods_pw
+
+  graphql:
+    image: ${DOCKER_REGISTRY}/postgraphile
+    build: ./storage/postgraphile/
+    environment:
+      DATABASE_URL: postgres://ods_admin:ods_pw@storage-db:5432/ods
+    depends_on:
+        - storage-db
+        - storage-db-liquibase
+    ports:
+        - 5432:5432
+    command: ["--connection", "${DATABASE_URL}", "--port", "5432", "--schema", "public", "--append-plugins", "postgraphile-plugin-connection-filter"]
+
   # Uncomment this if you want to persist the data.
   # volumes:
   #   - "./pgdata:/var/lib/postgresql/data"
diff --git a/storage/postgraphile/Dockerfile b/storage/postgraphile/Dockerfile
new file mode 100644
index 000000000..7abbc64fd
--- /dev/null
+++ b/storage/postgraphile/Dockerfile
@@ -0,0 +1,8 @@
+FROM node:alpine
+
+# Install PostGraphile and PostGraphile connection filter plugin
+RUN npm install -g postgraphile
+RUN npm install -g postgraphile-plugin-connection-filter
+
+EXPOSE 5000
+ENTRYPOINT ["postgraphile", "-n", "0.0.0.0"]
\ No newline at end of file
diff --git a/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts b/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
index 28bbd2c74..f3f7b26ff 100644
--- a/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
+++ b/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
@@ -29,7 +29,7 @@ export class PipelineConfigConsumer {
     await this.amqpChannel.bindQueue(
       AMQP_PIPELINE_CONFIG_QUEUE, AMQP_PIPELINE_CONFIG_EXCHANGE, AMQP_PIPELINE_CONFIG_QUEUE_TOPIC)
 
-    await this.amqpChannel.consume(AMQP_PIPELINE_CONFIG_QUEUE, this.consumeEvent)±
+    await this.amqpChannel.consume(AMQP_PIPELINE_CONFIG_QUEUE, this.consumeEvent)
   }
 
   // use the f = () => {} syntax to access 'this' scope
diff --git a/storage/storage-mq/src/index.ts b/storage/storage-mq/src/index.ts
index 51217b2c9..99f327ccf 100644
--- a/storage/storage-mq/src/index.ts
+++ b/storage/storage-mq/src/index.ts
@@ -9,8 +9,7 @@ import { PoolConfig } from 'pg'
 
 import { StorageContentEndpoint } from './api/rest/storageContentEndpoint'
 import { PostgresStorageContentRepository } from './storage-content/postgresStorageContentRepository'
-// import { PostgresStorageStructureRepository } from './storage-structure/postgresStorageStructureRepository'
-import { PostgresStorageStructureSchemaRepository } from './storage-structure/postgresStorageStructureSchemaRepository'
+import { PostgresStorageStructureRepository } from './storage-structure/postgresStorageStructureRepository'
 import { createPipelineConfigEventConsumer } from './api/amqp/pipelineConfigConsumer'
 import { createPipelineExecutionEventConsumer } from './api/amqp/pipelineExecutionConsumer'
 import { PipelineConfigEventHandler } from './api/pipelineConfigEventHandler'
@@ -53,7 +52,7 @@ function onAmqpConnectionLoss (error: any): never {
 async function main (): Promise<void> {
   const postgresClient = new PostgresClient(POOL_CONFIG)
   const storageContentRepository = new PostgresStorageContentRepository(postgresClient)
-  const storageStructureRepository = new PostgresStorageStructureSchemaRepository(postgresClient)
+  const storageStructureRepository = new PostgresStorageStructureRepository(postgresClient)
 
   const pipelineConfigEventHandler = new PipelineConfigEventHandler(storageStructureRepository)
   const pipelineExecutionEventHandler = new PipelineExecutionEventHandler(storageContentRepository)
diff --git a/storage/storage-mq/src/service/dataextracter.ts b/storage/storage-mq/src/service/dataextracter.ts
new file mode 100644
index 000000000..11d2b1856
--- /dev/null
+++ b/storage/storage-mq/src/service/dataextracter.ts
@@ -0,0 +1,14 @@
+import * as SharedHelper from './sharedhelper'
+
+export default class DataExtracter {
+
+  async extractData (
+    data: any,
+    schema: any,
+    schemaName: string,
+    tableName: string,
+    index: number = 0,
+    parentName: string = ''
+  ): Promise<void> {
+  }
+}
\ No newline at end of file
diff --git a/storage/storage-mq/src/service/schemaparser.ts b/storage/storage-mq/src/service/schemaparser.ts
index 46d608e02..d3c1f56f8 100644
--- a/storage/storage-mq/src/service/schemaparser.ts
+++ b/storage/storage-mq/src/service/schemaparser.ts
@@ -1,56 +1,231 @@
+import { response } from "express"
+import * as SharedHelper from "./sharedhelper"
+
 const CREATE_STATEMENT =
-(schema: string, table: string): string => 
-`CREATE TABLE IF NOT EXISTS "${schema}"."${table}" ("id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY` 
+(schema: string, table: string): string =>
+`CREATE TABLE IF NOT EXISTS "${schema}"."${table}" ("id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY`
+
+const INSERT_STATEMENT_COLUMNS = (schema: string, table: string): string =>
+  `INSERT INTO "${schema}"."${table}" (`
+
+const INSERT_CONTENT_STATEMENT_VALUES = ') VALUES ('
 
 const PRIMARY_KEY_STATEMENT =
 (schema: string, table: string): string => `, CONSTRAINT "Data_pk_${schema}_${table}" PRIMARY KEY (id)`
 
 const FOREGIN_KEY_STATEMENT =
-(schema: string, table: string, parentTable: string): string => 
+(schema: string, table: string, parentTable: string): string =>
 `, CONSTRAINT "Data_fk_${schema}_${table}" FOREIGN KEY (${parentTable}id) REFERENCES ${schema}.${parentTable}(id)`
 
-const END_STATEMENT = `)`
+const END_STATEMENT_CREATE = ')'
 
-const PG_TYPES: any = { string: 'text', number: 'integer'}
+const END_STATEMENT_INSERT = ') RETURNING *'
+
+const PG_TYPES: any = { string: 'text', number: 'integer', boolean: 'boolean' }
 
 export default class SchemaParser {
+  private postgresSchemaCreate: string[] = []
+  private postgresSchemaInsertColumns: string[] = []
+  private postgresSchemaInsertValues: string[] = []
+
+  async parseCreateStatement (
+    schema: any,
+    schemaName: string,
+    tableName: string,
+    index: number = 0,
+    parentName: string = ''
+  ): Promise<string[]> {
+    if (SharedHelper.isArray(schema.type)) {
+      await this.doParseCreate(schema.items, index, schemaName, tableName, parentName)
+    } else if (SharedHelper.isObject(schema.type)) {
+      await this.doParseCreate(schema, index, schemaName, tableName, parentName)
+    }
+
+    return this.postgresSchemaCreate
+  }
+
+  async doParseCreate (
+    schema: any,
+    index: number,
+    schemaName: string,
+    tableName: string,
+    parentName: string = ''
+  ): Promise<void> {
+    const currentIndex = index
+    this.postgresSchemaCreate[currentIndex] = CREATE_STATEMENT(schemaName, tableName)
+
+    for (const key in schema.properties) {
+      const currentProperty = schema.properties[key]
+      if (SharedHelper.isObject(currentProperty.type)) {
+        await this.parseCreateStatement(currentProperty, schemaName, tableName + '_' + key, ++index, tableName)
+      } else if (SharedHelper.isArray(currentProperty.type)) {
+        const childSchema = currentProperty.items
+        if (SharedHelper.isObject(childSchema.type)) {
+          await this.parseCreateStatement(childSchema, schemaName, tableName + '_' + key, ++index, tableName)
+        } else {
+          if (currentProperty.items.type !== undefined) {
+            this.postgresSchemaCreate[currentIndex] +=
+            `, "${key}" ${PG_TYPES[currentProperty.items.type]}[]`
+          }
+        }
+      } else {
+        this.postgresSchemaCreate[currentIndex] += `, "${key}" ${PG_TYPES[currentProperty.type]}`
+      }
+    }
+
+    if (SharedHelper.hasParent(parentName)) {
+      this.postgresSchemaCreate[currentIndex] += `, "${parentName}id" bigint NOT NULL`
+      this.postgresSchemaCreate[currentIndex] += FOREGIN_KEY_STATEMENT(schemaName, tableName, parentName)
+    }
 
-  private postgresSchema: String[] = []
+    this.postgresSchemaCreate[currentIndex] += PRIMARY_KEY_STATEMENT(schemaName, tableName)
+    this.postgresSchemaCreate[currentIndex] += END_STATEMENT_CREATE
+  }
 
-  parse (schema: any, schemaName: string, tableName: string, index: number = 0, parentName: string = ''): String[] {
-    if (this.isArray(schema.type)) {
-      this.doParse(schema.items, index, schemaName, tableName)
-    } else if (this.isObject(schema.type)) {
-      this.doParse(schema, index, schemaName, tableName, parentName)
+  async parse (
+    schema: any,
+    data: any,
+    schemaName: string,
+    tableName: string,
+    parentId: number,
+    index: number = 0,
+    parentName: string = ''
+  ): Promise<string[]> {
+    if (SharedHelper.isArray(schema.type)) {
+      await this.doParseArray(schema.items, data, index, schemaName, tableName, parentId,parentName)
+    } else if (SharedHelper.isObject(schema.type)) {
+      await this.doParseObject(schema, data, index, schemaName, tableName, parentId, parentName)
     }
 
-    return this.postgresSchema
+    const result: string[] = []    
+    this.postgresSchemaInsertColumns.forEach( (insertColumnString, index) => {
+      if (insertColumnString.charAt(insertColumnString.length - 1) === ',') {
+        result[index] = insertColumnString.slice(0, -1) + // drops the unnecessary comma
+          this.postgresSchemaInsertValues[index].slice(0,-1) + // drops the unnecessary comma
+          END_STATEMENT_INSERT
+        } else {
+          result[index] = insertColumnString +
+            this.postgresSchemaInsertValues[index] +
+            END_STATEMENT_INSERT
+      }
+    })
+    return result
   }
 
-  doParse (schema: any, index: number, schemaName: string, tableName: string, parentName: string = ''): void {
-    this.postgresSchema[index] = CREATE_STATEMENT(schemaName, tableName)
-    
+  async doParseArray (
+    schema: any,
+    data: any,
+    index: number,
+    schemaName: string,
+    tableName: string,
+    parentId: number,
+    parentName: string = ''
+  ): Promise<any> {
+    let currentIndex = index
+    const element = data.shift() // instead of loop to handle async behavior 
+    if (element === undefined) {
+      return
+    }
+    this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(schemaName, tableName) // Insertion
+    this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
     for (const key in schema.properties) {
-      if (this.isObject(schema.properties[key].type)) {
-        this.parse(schema.properties[key], schemaName, tableName+'_'+key, index+1, tableName)
-        continue
+      const currentProperty = schema.properties[key]
+      if (SharedHelper.isObject(currentProperty.type)) {
+        await this.parse(
+          currentProperty,
+          element[key],
+          schemaName,
+          tableName + '_' + key,
+          parentId,
+          ++index,
+          tableName
+        )
+      } else if (SharedHelper.isArray(currentProperty.type)) {
+        const childSchema = currentProperty.items
+        if (SharedHelper.isObject(childSchema.type)) {
+          await this.parse(
+            currentProperty,
+            data[key],
+            schemaName,
+            tableName + '_' + key,
+            (parentName === '') ? parentId: 1,
+            ++index,
+            tableName
+          )        } else {
+          if (currentProperty.items.type !== undefined) {
+            this.addToInsertArrays(currentIndex, key, element[key])
+          }
+        }
+      } else {
+        this.addToInsertArrays(currentIndex, key, element[key])
       }
-      this.postgresSchema[index] += `, "${key}" ${PG_TYPES[schema.properties[key].type]}`
     }
-    
-    if (parentName !== '') {
-      this.postgresSchema[index] += `, "${parentName}id" bigint NOT NULL`
-      this.postgresSchema[index] += FOREGIN_KEY_STATEMENT(schemaName, tableName, parentName)
+    if ( parentName !== '') {
+      this.addToInsertArrays(currentIndex, parentName + 'id', parentId)
     }
-    this.postgresSchema[index] += PRIMARY_KEY_STATEMENT(schemaName, tableName)
-    this.postgresSchema[index] += END_STATEMENT
+    await this.doParseArray(
+      schema,
+      data,
+      ++index,
+      schemaName,
+      tableName,
+      (parentName === '') ? ++parentId: parentId,
+      parentName
+    )
   }
 
-  isArray (value: string): boolean  {
-    return value === 'array'
+  async doParseObject (
+    schema: any,
+    data: any,
+    index: number,
+    schemaName: string,
+    tableName: string,
+    parentId: number,
+    parentName: string = ''
+  ): Promise<any> {
+    let currentIndex = index
+    this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(schemaName, tableName) // Insertion
+    this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
+    for (const key in schema.properties) {
+      const currentProperty = schema.properties[key]
+      if (SharedHelper.isObject(currentProperty.type)) {
+        await this.parse(
+          currentProperty,
+          data[key],
+          schemaName,
+          tableName + '_' + key,
+          (parentName === '') ? parentId: 1,
+          ++index,
+          tableName
+        )
+      } else if (SharedHelper.isArray(currentProperty.type)) {
+        const childSchema = currentProperty.items
+        if (SharedHelper.isObject(childSchema.type)) {
+          await this.parse(
+            currentProperty,
+            data[key],
+            schemaName,
+            tableName + '_' + key,
+            (parentName === '') ? parentId: 1,
+            ++index,
+            tableName
+          )
+        } else {
+          if (currentProperty.items.type !== undefined) {
+            this.addToInsertArrays(currentIndex, key, data[key])
+          }
+        }
+      } else {
+        this.addToInsertArrays(currentIndex, key, data[key])
+      }
+    }
+    if ( parentName !== '') {
+      this.addToInsertArrays(currentIndex, parentName + 'id', parentId)
+    }
   }
 
-  isObject (value: string): boolean {
-    return value === 'object'
+  addToInsertArrays (index: number, key: string, value: any): void {
+    this.postgresSchemaInsertColumns[index] += `"${key}",`
+    this.postgresSchemaInsertValues[index] += `"${value}",`
   }
 }
diff --git a/storage/storage-mq/src/service/schematoobjectparser.ts b/storage/storage-mq/src/service/schematoobjectparser.ts
new file mode 100644
index 000000000..34a1e65b1
--- /dev/null
+++ b/storage/storage-mq/src/service/schematoobjectparser.ts
@@ -0,0 +1,42 @@
+import * as SharedHelper from './sharedhelper'
+
+
+export default class SchemaToObjectParser {
+  
+  async parse (
+    schema: any
+    ): Promise<{[key: string]: string|object} > {
+    let parsedSchema: {[key: string]: string|object}  = {}
+    if (SharedHelper.isArray(schema.type)) {
+      parsedSchema = await this.doParse(schema.items)
+    } else if (SharedHelper.isObject(schema.type)) {
+      parsedSchema = await this.doParse(schema)
+    }
+
+    return parsedSchema
+  }
+
+  async doParse (
+    schema: any,
+  ): Promise<{[key: string]: string|object} > {
+    const parsedSchema: {[key: string]: string|object} = {}
+    for (const key in schema.properties) {
+      const currentProperty = schema.properties[key]
+      if (SharedHelper.isObject(currentProperty.type)) {
+        parsedSchema[key] = await this.doParse(currentProperty)
+      } else if (SharedHelper.isArray(currentProperty.type)) {
+        const childSchema = currentProperty.items
+        if (SharedHelper.isObject(childSchema.type)) {
+          parsedSchema[key] = await this.doParse(childSchema)
+        } else {
+          if (currentProperty.items.type !== undefined) {
+            parsedSchema[key] = currentProperty.items.type + '[]'
+          }
+        }
+      } else {
+        parsedSchema[key] = currentProperty.type
+      }
+    }
+    return parsedSchema
+  }
+}
\ No newline at end of file
diff --git a/storage/storage-mq/src/service/sharedhelper.ts b/storage/storage-mq/src/service/sharedhelper.ts
new file mode 100644
index 000000000..d4e118cde
--- /dev/null
+++ b/storage/storage-mq/src/service/sharedhelper.ts
@@ -0,0 +1,24 @@
+export function hasParent (parent: string): boolean {
+  return parent !== ''
+}
+
+export function isArray (value: string): boolean {
+  return value === 'array'
+}
+
+export function isObject (value: string): boolean {
+  return value === 'object'
+}
+
+export type MapSchema<T extends Record<string, keyof MapSchemaTypes>> = {
+  -readonly [K in keyof T]: MapSchemaTypes[T[K]]
+}
+
+type MapSchemaTypes = {
+  string: string;
+  integer: number;
+  boolean: boolean;
+  float: number;
+  number: number;
+  regexp: RegExp;
+}
\ No newline at end of file
diff --git a/storage/storage-mq/src/test/parser.test.ts b/storage/storage-mq/src/test/parser.test.ts
index c332e2c34..c4bf821e5 100644
--- a/storage/storage-mq/src/test/parser.test.ts
+++ b/storage/storage-mq/src/test/parser.test.ts
@@ -1,11 +1,41 @@
 import SchemaParser from '../service/schemaparser'
+import SchemaToObjectParser from '../service/schematoobjectparser'
 import * as testData from './testDataHelper'
 
 describe('schema generation', () => {
-  test('return valid jsonschema for Pegel based on the ontology schema', () => {
+  test('return valid jsonschema for Pegel based on the ontology schema', async () => {
     const schemaParser = new SchemaParser()
-    const response = schemaParser.parse(testData.JSONSchemaOrdngungsamtComplete, 'TESTSCHEMA', 'TESTTABLE')
+    const response =
+      await schemaParser.parseCreateStatement(testData.JSONSchemaPegelComplete, 'TESTSCHEMA', 'TESTTABLE')
+    expect(response).toEqual(testData.PostgresSchemaPegelCreate)
+  })
+})
+
+describe('schema generation', () => {
+  test('return valid jsonschema for Pegel based on the ontology schema', async () => {
+    const schemaParser = new SchemaParser()
+    const response =
+      await schemaParser.parse(testData.JSONSchemaPegelComplete, testData.MultiCompletePegel, 'TESTSCHEMA', 'TESTTABLE', 0)
+    expect(response).toEqual(testData.PostgresSchemaMultiPegelInsert)
+  })
+})
+
+describe('schema generation', () => {
+  test('return valid jsonschema for Pegel based on the ontology schema', async () => {
+    const schemaParser = new SchemaParser()
+    const response =
+      await schemaParser.parse(testData.JSONSchemaOrdngungsamtComplete, testData.MultiCompleteOrdnungsamt, 'TESTSCHEMA', 'TESTTABLE', 0)
     console.log(response)
-    expect(response).toEqual(testData.JSONSchemaPegelComplete)
+    expect(response).toEqual(testData.PostgresSchemaMultiPegelInsert)
   })
 })
+
+/*describe('schema generation', () => {
+  test('return valid jsonschema for Pegel based on the ontology schema', async () => {
+    const schemaToObjectParser = new SchemaToObjectParser()
+    const response =
+      await schemaToObjectParser.parse(testData.JSONSchemaOrdngungsamtComplete)
+    console.log(response)
+    expect(response).toEqual(testData.PostgresSchemaPegelComplete)
+  })
+})*/
diff --git a/storage/storage-mq/src/test/testDataHelper.ts b/storage/storage-mq/src/test/testDataHelper.ts
index 1676b5413..837db0eed 100644
--- a/storage/storage-mq/src/test/testDataHelper.ts
+++ b/storage/storage-mq/src/test/testDataHelper.ts
@@ -60,7 +60,6 @@ export const JSONSchemaOrdngungsamtComplete = {
         type: 'object',
         additionalProperties: true,
         required: [
-          'id',
           'meldungsNummern',
           'bezirk',
           'betreff',
@@ -69,10 +68,6 @@ export const JSONSchemaOrdngungsamtComplete = {
           'sachverhalt'
         ],
         properties: {
-          id: {
-            $id: '#/root/index/items/id',
-            type: 'number'
-          },
           meldungsNummern: {
             $id: '#/root/index/items/meldungsNummern',
             type: 'array',
@@ -183,3 +178,85 @@ export const JSONSchemaPegelComplete = {
     }
   }
 }
+
+export const MultiCompleteOrdnungsamt = {
+  messages: {
+    success: true
+  },
+  results: {
+    count: 1,
+    itemsPerPage: 2
+  },
+  index: [
+    {
+      meldungsNummern: ["Hallo", "Welt"],
+      bezirk: '48900237',
+      betreff: 'FIRST',
+      erstellungsDatum: 'FIRST',
+      status: '9.56',
+      sachverhalt: 'WSA VERDEN'
+    },
+    {
+      meldungsNummern: ["Hallo", "Welt"],
+      bezirk: '48900237',
+      betreff: 'SECOND',
+      erstellungsDatum: 'SECOND',
+      status: '9.56',
+      sachverhalt: 'WSA VERDEN'
+    }
+  ]
+}
+
+export const MultiCompletePegel = [
+  {
+    uuid: '1',
+    number: '48900237',
+    shortname: 'FIRST',
+    longname: 'FIRST',
+    km: 9.56,
+    agency: 'WSA VERDEN',
+    longitude: 9.27676943537587,
+    latitude: 52.90406541008721,
+    water: {
+      shortname: 'FIRST',
+      longname: 'FIRST'
+    }
+  },
+  {
+    uuid: '2',
+    number: '48900237',
+    shortname: 'SECOND',
+    longname: 'SECOND',
+    km: 9.56,
+    agency: 'WSA VERDEN',
+    longitude: 9.27676943537587,
+    latitude: 52.90406541008721,
+    water: {
+      shortname: 'SECOND',
+      longname: 'SECOND'
+    }
+  }
+]
+
+export const PostgresSchemaPegelCreate = [
+  'CREATE TABLE IF NOT EXISTS "TESTSCHEMA"."TESTTABLE" (' +
+    '"id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY, ' +
+    '"uuid" text, "number" text, "shortname" text, "longname" text, ' +
+    '"km" integer, "agency" text, "longitude" integer, "latitude" integer, ' +
+    'CONSTRAINT "Data_pk_TESTSCHEMA_TESTTABLE" PRIMARY KEY (id)' +
+  ')',
+  'CREATE TABLE IF NOT EXISTS "TESTSCHEMA"."TESTTABLE_water" (' +
+    '"id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY, ' +
+    '"shortname" text, "longname" text, "TESTTABLEid" bigint NOT NULL, ' +
+    'CONSTRAINT "Data_fk_TESTSCHEMA_TESTTABLE_water" FOREIGN KEY (TESTTABLEid) ' +
+      'REFERENCES TESTSCHEMA.TESTTABLE(id), ' +
+    'CONSTRAINT "Data_pk_TESTSCHEMA_TESTTABLE_water" PRIMARY KEY (id)' +
+  ')'
+]
+
+export const PostgresSchemaMultiPegelInsert = [
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE" ("uuid","number","shortname","longname","km","agency","longitude","latitude") VALUES ("1","48900237","FIRST","FIRST","9.56","WSA VERDEN","9.27676943537587","52.90406541008721") RETURNING *',
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" ("shortname","longname","TESTTABLEid") VALUES ("FIRST","FIRST","0") RETURNING *',
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE" ("uuid","number","shortname","longname","km","agency","longitude","latitude") VALUES ("2","48900237","SECOND","SECOND","9.56","WSA VERDEN","9.27676943537587","52.90406541008721") RETURNING *',
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" ("shortname","longname","TESTTABLEid") VALUES ("SECOND","SECOND","1") RETURNING *'
+]

From 862df767f802aa9c6235a60da0dc5b0e405156c7 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Thu, 12 Aug 2021 22:06:08 +0200
Subject: [PATCH 26/38] added WP4 and WP3

---
 .../model/types/CustomStringArrayType.java    |  4 --
 .../validator/JsonSchemaValidatorTest.java    | 35 -------------
 .../src/api/amqp/pipelineConfigConsumer.ts    |  1 -
 .../src/api/amqp/pipelineExecutionConsumer.ts |  1 -
 .../src/api/pipelineConfigEventHandler.ts     |  6 +++
 .../storage-mq/src/service/dataextracter.ts   | 14 ------
 .../storage-mq/src/service/schemaparser.ts    | 50 ++++++++++---------
 .../src/service/schematoobjectparser.ts       | 15 +++---
 .../storage-mq/src/service/sharedhelper.ts    | 13 -----
 .../postgresStorageStructureRepository.ts     | 11 ++++
 ...ostgresStorageStructureSchemaRepository.ts |  3 ++
 .../storageStructureRepository.ts             |  1 +
 storage/storage-mq/src/test/parser.test.ts    | 26 +++++++---
 storage/storage-mq/src/test/testDataHelper.ts | 19 ++++---
 14 files changed, 87 insertions(+), 112 deletions(-)
 delete mode 100644 storage/storage-mq/src/service/dataextracter.ts

diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
index 828901d22..e19f89600 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
@@ -1,8 +1,4 @@
-<<<<<<< HEAD
 package org.jvalue.ods.adapterservice.datasource.type;
-=======
-package org.jvalue.ods.adapterservice.datasource.model.types;
->>>>>>> main
 
 import java.sql.*;
 import java.io.Serializable;
diff --git a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
index f840976bf..3035e144c 100644
--- a/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
+++ b/adapter/src/test/java/org/jvalue/ods/adapterservice/datasource/validator/JsonSchemaValidatorTest.java
@@ -8,12 +8,6 @@
 import java.io.File;
 import java.io.IOException;
 
-<<<<<<< HEAD
-import java.util.List;
-import java.util.Arrays;
-
-=======
->>>>>>> main
 public class JsonSchemaValidatorTest {
   private final ObjectMapper mapper = new ObjectMapper();
   private final Validator validator = new JsonSchemaValidator();
@@ -25,19 +19,11 @@ public void testValidationSuccess() throws IOException {
     String data = "{\"hallo\":\"test\"}";
     DataImport dataImport = new DataImport(datasourceConfigComplete, data);
 
-<<<<<<< HEAD
-    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, null);
-    ValidationMetaData result = validator.validate(dataImport);
-    
-    assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
-    assertEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
-=======
     ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK);
     ValidationMetaData result = validator.validate(dataImport);
 
     assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
     assertArrayEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
->>>>>>> main
   }
 
   @Test
@@ -47,19 +33,11 @@ public void testValidationNoSchema() throws IOException {
     String data = "{\"hallo\":\"test\"}";
     DataImport dataImport = new DataImport(datasourceConfigNoSchema, data);
 
-<<<<<<< HEAD
-    ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK, null);
-    ValidationMetaData result = validator.validate(dataImport);
-    
-    assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
-    assertEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
-=======
     ValidationMetaData expectedMetaData = new ValidationMetaData(ValidationMetaData.HealthStatus.OK);
     ValidationMetaData result = validator.validate(dataImport);
 
     assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
     assertArrayEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
->>>>>>> main
   }
 
   @Test
@@ -68,29 +46,16 @@ public void testValidationWarning() throws IOException {
     Datasource datasourceConfigComplete = mapper.readValue(datasourceConfig, Datasource.class);
     String data = "{\"hallo\":1}";
     DataImport dataImport = new DataImport(datasourceConfigComplete, data);
-<<<<<<< HEAD
-  
-    String[] expectedArray = new String[1];
-    expectedArray[0] = "#/hallo: expected type: String, found: Integer";
-    ValidationMetaData expectedMetaData = new ValidationMetaData(
-      ValidationMetaData.HealthStatus.WARNING,
-      expectedArray);
-=======
 
     String[] expectedArray = new String[]{"#/hallo: expected type: String, found: Integer"};
     ValidationMetaData expectedMetaData = new ValidationMetaData(
       ValidationMetaData.HealthStatus.WARNING, expectedArray
     );
->>>>>>> main
 
     ValidationMetaData result = validator.validate(dataImport);
 
     System.out.println(result.getErrorMessages());
     assertEquals(expectedMetaData.getHealthStatus(), result.getHealthStatus());
-<<<<<<< HEAD
-    assertEquals(expectedMetaData.getErrorMessages()[0], result.getErrorMessages()[0]);
-=======
     assertArrayEquals(expectedMetaData.getErrorMessages(), result.getErrorMessages());
->>>>>>> main
   }
 }
diff --git a/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts b/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
index f3f7b26ff..a3367215f 100644
--- a/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
+++ b/storage/storage-mq/src/api/amqp/pipelineConfigConsumer.ts
@@ -39,7 +39,6 @@ export class PipelineConfigConsumer {
       return
     }
     if (msg.fields.routingKey === AMQP_PIPELINE_CONFIG_CREATED_TOPIC) {
-      console.log(JSON.parse(msg.content.toString()))
       await this.pipelineConfigEventHandler.handleCreation(JSON.parse(msg.content.toString()))
     } else if (msg.fields.routingKey === AMQP_PIPELINE_CONFIG_DELETED_TOPIC) {
       await this.pipelineConfigEventHandler.handleDeletion(JSON.parse(msg.content.toString()))
diff --git a/storage/storage-mq/src/api/amqp/pipelineExecutionConsumer.ts b/storage/storage-mq/src/api/amqp/pipelineExecutionConsumer.ts
index cb67c8aaf..74d6bfbd6 100644
--- a/storage/storage-mq/src/api/amqp/pipelineExecutionConsumer.ts
+++ b/storage/storage-mq/src/api/amqp/pipelineExecutionConsumer.ts
@@ -38,7 +38,6 @@ export class PipelineExecutionConsumer {
       return
     }
     if (msg.fields.routingKey === AMQP_PIPELINE_EXECUTION_SUCCESS_TOPIC) {
-      console.log(msg.content.toString())
       await this.pipelineExecutionEventHandler.handleSuccess(JSON.parse(msg.content.toString()))
     } else {
       console.debug('Received unsubscribed event on topic %s - doing nothing', msg.fields.routingKey)
diff --git a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
index 3866056b3..aeeb6a375 100644
--- a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
@@ -5,6 +5,11 @@ export class PipelineConfigEventHandler {
 
   async handleCreation (pipelineCreatedEvent: PipelineCreatedEvent): Promise<void> {
     await this.structureRepository.create(pipelineCreatedEvent.pipelineId.toString())
+    await this.structureRepository.createForSchema(
+      pipelineCreatedEvent.pipelineId.toString(),
+      pipelineCreatedEvent.pipelineName,
+      pipelineCreatedEvent.schema
+    )
   }
 
   async handleDeletion (pipelineDeletedEvent: PipelineDeletedEvent): Promise<void> {
@@ -15,6 +20,7 @@ export class PipelineConfigEventHandler {
 export interface PipelineCreatedEvent {
   pipelineId: number
   pipelineName: string
+  schema: any
 }
 
 export interface PipelineDeletedEvent {
diff --git a/storage/storage-mq/src/service/dataextracter.ts b/storage/storage-mq/src/service/dataextracter.ts
deleted file mode 100644
index 11d2b1856..000000000
--- a/storage/storage-mq/src/service/dataextracter.ts
+++ /dev/null
@@ -1,14 +0,0 @@
-import * as SharedHelper from './sharedhelper'
-
-export default class DataExtracter {
-
-  async extractData (
-    data: any,
-    schema: any,
-    schemaName: string,
-    tableName: string,
-    index: number = 0,
-    parentName: string = ''
-  ): Promise<void> {
-  }
-}
\ No newline at end of file
diff --git a/storage/storage-mq/src/service/schemaparser.ts b/storage/storage-mq/src/service/schemaparser.ts
index d3c1f56f8..640d6ffcc 100644
--- a/storage/storage-mq/src/service/schemaparser.ts
+++ b/storage/storage-mq/src/service/schemaparser.ts
@@ -1,5 +1,4 @@
-import { response } from "express"
-import * as SharedHelper from "./sharedhelper"
+import * as SharedHelper from './sharedhelper'
 
 const CREATE_STATEMENT =
 (schema: string, table: string): string =>
@@ -92,21 +91,21 @@ export default class SchemaParser {
     parentName: string = ''
   ): Promise<string[]> {
     if (SharedHelper.isArray(schema.type)) {
-      await this.doParseArray(schema.items, data, index, schemaName, tableName, parentId,parentName)
+      await this.doParseArray(schema.items, data, index, schemaName, tableName, parentId, parentName)
     } else if (SharedHelper.isObject(schema.type)) {
       await this.doParseObject(schema, data, index, schemaName, tableName, parentId, parentName)
     }
 
-    const result: string[] = []    
-    this.postgresSchemaInsertColumns.forEach( (insertColumnString, index) => {
+    const result: string[] = []
+    this.postgresSchemaInsertColumns.forEach((insertColumnString, index) => {
       if (insertColumnString.charAt(insertColumnString.length - 1) === ',') {
         result[index] = insertColumnString.slice(0, -1) + // drops the unnecessary comma
-          this.postgresSchemaInsertValues[index].slice(0,-1) + // drops the unnecessary comma
+          this.postgresSchemaInsertValues[index].slice(0, -1) + // drops the unnecessary comma
+          END_STATEMENT_INSERT
+      } else {
+        result[index] = insertColumnString +
+          this.postgresSchemaInsertValues[index] +
           END_STATEMENT_INSERT
-        } else {
-          result[index] = insertColumnString +
-            this.postgresSchemaInsertValues[index] +
-            END_STATEMENT_INSERT
       }
     })
     return result
@@ -114,15 +113,19 @@ export default class SchemaParser {
 
   async doParseArray (
     schema: any,
-    data: any,
+    data: any[],
     index: number,
     schemaName: string,
     tableName: string,
     parentId: number,
     parentName: string = ''
-  ): Promise<any> {
-    let currentIndex = index
-    const element = data.shift() // instead of loop to handle async behavior 
+  ): Promise<void> {
+    const currentIndex = index
+    if (data.length === 0) {
+      return
+    }
+    console.log(typeof data)
+    const element = data.shift() // instead of loop to handle async behavior
     if (element === undefined) {
       return
     }
@@ -145,13 +148,14 @@ export default class SchemaParser {
         if (SharedHelper.isObject(childSchema.type)) {
           await this.parse(
             currentProperty,
-            data[key],
+            element[key],
             schemaName,
             tableName + '_' + key,
-            (parentName === '') ? parentId: 1,
+            (parentName === '') ? parentId : 1,
             ++index,
             tableName
-          )        } else {
+          )
+        } else {
           if (currentProperty.items.type !== undefined) {
             this.addToInsertArrays(currentIndex, key, element[key])
           }
@@ -160,7 +164,7 @@ export default class SchemaParser {
         this.addToInsertArrays(currentIndex, key, element[key])
       }
     }
-    if ( parentName !== '') {
+    if (parentName !== '') {
       this.addToInsertArrays(currentIndex, parentName + 'id', parentId)
     }
     await this.doParseArray(
@@ -169,7 +173,7 @@ export default class SchemaParser {
       ++index,
       schemaName,
       tableName,
-      (parentName === '') ? ++parentId: parentId,
+      (parentName === '') ? ++parentId : parentId,
       parentName
     )
   }
@@ -183,7 +187,7 @@ export default class SchemaParser {
     parentId: number,
     parentName: string = ''
   ): Promise<any> {
-    let currentIndex = index
+    const currentIndex = index
     this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(schemaName, tableName) // Insertion
     this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
     for (const key in schema.properties) {
@@ -194,7 +198,7 @@ export default class SchemaParser {
           data[key],
           schemaName,
           tableName + '_' + key,
-          (parentName === '') ? parentId: 1,
+          (parentName === '') ? parentId : 1,
           ++index,
           tableName
         )
@@ -206,7 +210,7 @@ export default class SchemaParser {
             data[key],
             schemaName,
             tableName + '_' + key,
-            (parentName === '') ? parentId: 1,
+            (parentName === '') ? parentId : 1,
             ++index,
             tableName
           )
@@ -219,7 +223,7 @@ export default class SchemaParser {
         this.addToInsertArrays(currentIndex, key, data[key])
       }
     }
-    if ( parentName !== '') {
+    if (parentName !== '') {
       this.addToInsertArrays(currentIndex, parentName + 'id', parentId)
     }
   }
diff --git a/storage/storage-mq/src/service/schematoobjectparser.ts b/storage/storage-mq/src/service/schematoobjectparser.ts
index 34a1e65b1..27ddddf57 100644
--- a/storage/storage-mq/src/service/schematoobjectparser.ts
+++ b/storage/storage-mq/src/service/schematoobjectparser.ts
@@ -1,12 +1,10 @@
 import * as SharedHelper from './sharedhelper'
 
-
 export default class SchemaToObjectParser {
-  
   async parse (
     schema: any
-    ): Promise<{[key: string]: string|object} > {
-    let parsedSchema: {[key: string]: string|object}  = {}
+  ): Promise<{[key: string]: string|object} > {
+    let parsedSchema: {[key: string]: string|object} = {}
     if (SharedHelper.isArray(schema.type)) {
       parsedSchema = await this.doParse(schema.items)
     } else if (SharedHelper.isObject(schema.type)) {
@@ -17,8 +15,8 @@ export default class SchemaToObjectParser {
   }
 
   async doParse (
-    schema: any,
-  ): Promise<{[key: string]: string|object} > {
+    schema: any
+  ): Promise<{[key: string]: string|object}> {
     const parsedSchema: {[key: string]: string|object} = {}
     for (const key in schema.properties) {
       const currentProperty = schema.properties[key]
@@ -30,7 +28,8 @@ export default class SchemaToObjectParser {
           parsedSchema[key] = await this.doParse(childSchema)
         } else {
           if (currentProperty.items.type !== undefined) {
-            parsedSchema[key] = currentProperty.items.type + '[]'
+            const type: string = currentProperty.items.type
+            parsedSchema[key] = type + '[]'
           }
         }
       } else {
@@ -39,4 +38,4 @@ export default class SchemaToObjectParser {
     }
     return parsedSchema
   }
-}
\ No newline at end of file
+}
diff --git a/storage/storage-mq/src/service/sharedhelper.ts b/storage/storage-mq/src/service/sharedhelper.ts
index d4e118cde..ad31d77b4 100644
--- a/storage/storage-mq/src/service/sharedhelper.ts
+++ b/storage/storage-mq/src/service/sharedhelper.ts
@@ -9,16 +9,3 @@ export function isArray (value: string): boolean {
 export function isObject (value: string): boolean {
   return value === 'object'
 }
-
-export type MapSchema<T extends Record<string, keyof MapSchemaTypes>> = {
-  -readonly [K in keyof T]: MapSchemaTypes[T[K]]
-}
-
-type MapSchemaTypes = {
-  string: string;
-  integer: number;
-  boolean: boolean;
-  float: number;
-  number: number;
-  regexp: RegExp;
-}
\ No newline at end of file
diff --git a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
index 50e98578d..da774d8d4 100644
--- a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
+++ b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
@@ -4,6 +4,8 @@ import { POSTGRES_SCHEMA } from '../env'
 
 import { StorageStructureRepository } from './storageStructureRepository'
 
+import SchemaParser from './../service/schemaparser'
+
 const CREATE_BUCKET_STATEMENT =
 (schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."${table}" (
   "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
@@ -26,6 +28,15 @@ export class PostgresStorageStructureRepository implements StorageStructureRepos
     await this.postgresClient.executeQuery(CREATE_BUCKET_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
   }
 
+  async createForSchema (schema: any, schemaName: string, tableName: string): Promise<void> {
+    const schemaParser = new SchemaParser()
+    const createStatements: string[] = await schemaParser.parseCreateStatement(schema, schemaName, tableName)
+
+    for (const statement of createStatements) {
+      await this.postgresClient.executeQuery(statement)
+    }
+  }
+
   /**
      * Drops a table with name, provided by parameter tableIdentifier
      * @param tableIdentifier name of the table to be dropped
diff --git a/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts b/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
index 9e446ec52..19c86bfb9 100644
--- a/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
+++ b/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
@@ -44,6 +44,9 @@ export class PostgresStorageStructureSchemaRepository implements StorageStructur
     await this.postgresClient.executeQuery(CREATE_BUCKET_WATER_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
   }
 
+  async createForSchema (schema: any, schemaName: string, tableName: string): Promise<void> {
+  }
+
   /**
      * Drops a table with name, provided by parameter tableIdentifier
      * @param tableIdentifier name of the table to be dropped
diff --git a/storage/storage-mq/src/storage-structure/storageStructureRepository.ts b/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
index e9ebf8911..406fdb7da 100644
--- a/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
+++ b/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
@@ -1,4 +1,5 @@
 export interface StorageStructureRepository {
   create: (tableIdentifier: string) => Promise<void>
+  createForSchema: (schema: any, schemaName: string, tableName: string) => Promise<void>
   delete: (tableIdentifier: string) => Promise<void>
 }
diff --git a/storage/storage-mq/src/test/parser.test.ts b/storage/storage-mq/src/test/parser.test.ts
index c4bf821e5..7b7f83a65 100644
--- a/storage/storage-mq/src/test/parser.test.ts
+++ b/storage/storage-mq/src/test/parser.test.ts
@@ -1,5 +1,5 @@
 import SchemaParser from '../service/schemaparser'
-import SchemaToObjectParser from '../service/schematoobjectparser'
+// import SchemaToObjectParser from '../service/schematoobjectparser'
 import * as testData from './testDataHelper'
 
 describe('schema generation', () => {
@@ -15,22 +15,33 @@ describe('schema generation', () => {
   test('return valid jsonschema for Pegel based on the ontology schema', async () => {
     const schemaParser = new SchemaParser()
     const response =
-      await schemaParser.parse(testData.JSONSchemaPegelComplete, testData.MultiCompletePegel, 'TESTSCHEMA', 'TESTTABLE', 0)
+      await schemaParser.parse(
+        testData.JSONSchemaPegelComplete,
+        testData.MultiCompletePegel,
+        'TESTSCHEMA',
+        'TESTTABLE',
+        0
+      )
     expect(response).toEqual(testData.PostgresSchemaMultiPegelInsert)
   })
 })
 
-describe('schema generation', () => {
+/* describe('schema generation', () => {
   test('return valid jsonschema for Pegel based on the ontology schema', async () => {
     const schemaParser = new SchemaParser()
     const response =
-      await schemaParser.parse(testData.JSONSchemaOrdngungsamtComplete, testData.MultiCompleteOrdnungsamt, 'TESTSCHEMA', 'TESTTABLE', 0)
-    console.log(response)
+      await schemaParser.parse(
+        testData.JSONSchemaPegelComplete,
+        testData.MultiCompletePegel,
+        'TESTSCHEMA',
+        'TESTTABLE',
+        0
+      )
     expect(response).toEqual(testData.PostgresSchemaMultiPegelInsert)
   })
 })
 
-/*describe('schema generation', () => {
+/* describe('schema generation', () => {
   test('return valid jsonschema for Pegel based on the ontology schema', async () => {
     const schemaToObjectParser = new SchemaToObjectParser()
     const response =
@@ -38,4 +49,5 @@ describe('schema generation', () => {
     console.log(response)
     expect(response).toEqual(testData.PostgresSchemaPegelComplete)
   })
-})*/
+})
+*/
diff --git a/storage/storage-mq/src/test/testDataHelper.ts b/storage/storage-mq/src/test/testDataHelper.ts
index 837db0eed..4403cea07 100644
--- a/storage/storage-mq/src/test/testDataHelper.ts
+++ b/storage/storage-mq/src/test/testDataHelper.ts
@@ -189,7 +189,7 @@ export const MultiCompleteOrdnungsamt = {
   },
   index: [
     {
-      meldungsNummern: ["Hallo", "Welt"],
+      meldungsNummern: ['Hallo', 'Welt'],
       bezirk: '48900237',
       betreff: 'FIRST',
       erstellungsDatum: 'FIRST',
@@ -197,7 +197,7 @@ export const MultiCompleteOrdnungsamt = {
       sachverhalt: 'WSA VERDEN'
     },
     {
-      meldungsNummern: ["Hallo", "Welt"],
+      meldungsNummern: ['Hallo', 'Welt'],
       bezirk: '48900237',
       betreff: 'SECOND',
       erstellungsDatum: 'SECOND',
@@ -255,8 +255,15 @@ export const PostgresSchemaPegelCreate = [
 ]
 
 export const PostgresSchemaMultiPegelInsert = [
-  'INSERT INTO "TESTSCHEMA"."TESTTABLE" ("uuid","number","shortname","longname","km","agency","longitude","latitude") VALUES ("1","48900237","FIRST","FIRST","9.56","WSA VERDEN","9.27676943537587","52.90406541008721") RETURNING *',
-  'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" ("shortname","longname","TESTTABLEid") VALUES ("FIRST","FIRST","0") RETURNING *',
-  'INSERT INTO "TESTSCHEMA"."TESTTABLE" ("uuid","number","shortname","longname","km","agency","longitude","latitude") VALUES ("2","48900237","SECOND","SECOND","9.56","WSA VERDEN","9.27676943537587","52.90406541008721") RETURNING *',
-  'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" ("shortname","longname","TESTTABLEid") VALUES ("SECOND","SECOND","1") RETURNING *'
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE" (' +
+  '"uuid","number","shortname","longname","km","agency","longitude","latitude")' +
+  ' VALUES ("1","48900237","FIRST","FIRST","9.56","WSA VERDEN","9.27676943537587","52.90406541008721")' +
+  ' RETURNING *',
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" (' +
+  '"shortname","longname","TESTTABLEid") VALUES ("FIRST","FIRST","0") RETURNING *',
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE" (' +
+  '"uuid","number","shortname","longname","km","agency","longitude","latitude")' +
+  ' VALUES ("2","48900237","SECOND","SECOND","9.56","WSA VERDEN","9.27676943537587","52.90406541008721") RETURNING *',
+  'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" (' +
+  '"shortname","longname","TESTTABLEid") VALUES ("SECOND","SECOND","1") RETURNING *'
 ]

From 336256190989dadab7d44682f02e6c08a58d3135 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Thu, 12 Aug 2021 23:40:02 +0200
Subject: [PATCH 27/38] small fixes

---
 .../datasource/model/types/CustomStringArrayType.java           | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
index e19f89600..104dffaa8 100644
--- a/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
+++ b/adapter/src/main/java/org/jvalue/ods/adapterservice/datasource/model/types/CustomStringArrayType.java
@@ -1,4 +1,4 @@
-package org.jvalue.ods.adapterservice.datasource.type;
+package org.jvalue.ods.adapterservice.datasource.model.types;
 
 import java.sql.*;
 import java.io.Serializable;

From 6bf2c69fd246fd135e103321063b8590ce9b609c Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sat, 14 Aug 2021 22:51:55 +0200
Subject: [PATCH 28/38] insertion added. Graphql added

---
 docker-compose.yml                            |  10 +-
 .../pipeline-config/outboxEventPublisher.ts   |  10 +-
 .../pipeline-config/pipelineConfigManager.ts  |   2 +-
 .../src/api/pipelineConfigEventHandler.ts     |   7 +-
 .../src/api/pipelineExecutionEventHandler.ts  |   9 ++
 .../storage-mq/src/service/schemaparser.ts    | 121 ++++++++++--------
 .../postgresStorageContentRepository.ts       |  25 +++-
 .../storageContentRepository.ts               |   2 +
 .../postgresStorageStructureRepository.ts     |   6 +-
 ...ostgresStorageStructureSchemaRepository.ts |  57 ---------
 .../storageStructureRepository.ts             |   2 +-
 storage/storage-mq/src/test/parser.test.ts    |   9 +-
 storage/storage-mq/src/test/testDataHelper.ts |  16 ++-
 13 files changed, 135 insertions(+), 141 deletions(-)
 delete mode 100644 storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts

diff --git a/docker-compose.yml b/docker-compose.yml
index 43de3609b..337581d63 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -177,17 +177,17 @@ services:
         - storage-db-liquibase
     ports:
         - 5432:5432
-    command: ["--connection", "${DATABASE_URL}", "--port", "5432", "--schema", "public", "--append-plugins", "postgraphile-plugin-connection-filter"]
+    command: ["--connection", "${DATABASE_URL}", "--port", "5432", "--schema", "storage", "--append-plugins", "postgraphile-plugin-connection-filter"]
 
   # Uncomment this if you want to persist the data.
   # volumes:
   #   - "./pgdata:/var/lib/postgresql/data"
 
   # Uncomment this if you want to manage the Postgres databases with adminer
-  # adminer: # management UI for Postgres
-  #   image: adminer
-  #   ports:
-  #     - 8081:8080
+  adminer: # management UI for Postgres
+    image: adminer
+    ports:
+      - 8081:8080
 
   storage-db-liquibase: # perform database migration on start up
     image: ${DOCKER_REGISTRY}/storage-db-liquibase
diff --git a/pipeline/src/pipeline-config/outboxEventPublisher.ts b/pipeline/src/pipeline-config/outboxEventPublisher.ts
index 1790fbc88..c35f5c58a 100644
--- a/pipeline/src/pipeline-config/outboxEventPublisher.ts
+++ b/pipeline/src/pipeline-config/outboxEventPublisher.ts
@@ -6,10 +6,16 @@ import {
   AMQP_PIPELINE_EXECUTION_ERROR_TOPIC, AMQP_PIPELINE_EXECUTION_SUCCESS_TOPIC
 } from '../env'
 
-export async function publishCreation (client: ClientBase, pipelineId: number, pipelineName: string): Promise<string> {
+export async function publishCreation (
+  client: ClientBase,
+  pipelineId: number,
+  pipelineName: string,
+  schema?: object
+): Promise<string> {
   const content = {
     pipelineId: pipelineId,
-    pipelineName: pipelineName
+    pipelineName: pipelineName,
+    schema: (schema !== null) ? schema as object : undefined
   }
   return await insertEvent(client, AMQP_PIPELINE_CONFIG_CREATED_TOPIC, content)
 }
diff --git a/pipeline/src/pipeline-config/pipelineConfigManager.ts b/pipeline/src/pipeline-config/pipelineConfigManager.ts
index 1baa1d5d9..ed8d6d05d 100644
--- a/pipeline/src/pipeline-config/pipelineConfigManager.ts
+++ b/pipeline/src/pipeline-config/pipelineConfigManager.ts
@@ -18,7 +18,7 @@ export class PipelineConfigManager {
   async create (config: PipelineConfigDTO): Promise<PipelineConfig> {
     return await this.pgClient.transaction(async client => {
       const savedConfig = await PipelineConfigRepository.create(client, config)
-      await EventPublisher.publishCreation(client, savedConfig.id, savedConfig.metadata.displayName)
+      await EventPublisher.publishCreation(client, savedConfig.id, savedConfig.metadata.displayName, savedConfig.schema)
       return savedConfig
     })
   }
diff --git a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
index aeeb6a375..11490bc6d 100644
--- a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
@@ -6,9 +6,8 @@ export class PipelineConfigEventHandler {
   async handleCreation (pipelineCreatedEvent: PipelineCreatedEvent): Promise<void> {
     await this.structureRepository.create(pipelineCreatedEvent.pipelineId.toString())
     await this.structureRepository.createForSchema(
-      pipelineCreatedEvent.pipelineId.toString(),
-      pipelineCreatedEvent.pipelineName,
-      pipelineCreatedEvent.schema
+      pipelineCreatedEvent.schema as object,
+      pipelineCreatedEvent.pipelineName + pipelineCreatedEvent.pipelineId.toString()
     )
   }
 
@@ -20,7 +19,7 @@ export class PipelineConfigEventHandler {
 export interface PipelineCreatedEvent {
   pipelineId: number
   pipelineName: string
-  schema: any
+  schema?: any
 }
 
 export interface PipelineDeletedEvent {
diff --git a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
index 1f32db6fd..bc0dfb199 100644
--- a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
@@ -9,6 +9,15 @@ export class PipelineExecutionEventHandler {
       timestamp: pipelineExecutedEvent.timestamp ?? new Date(),
       data: pipelineExecutedEvent.data
     })
+
+    await this.contentRepository.saveContentForSchema(
+      pipelineExecutedEvent.pipelineName + pipelineExecutedEvent.pipelineId.toString(), {
+        pipelineId: pipelineExecutedEvent.pipelineId,
+        timestamp: pipelineExecutedEvent.timestamp ?? new Date(),
+        data: pipelineExecutedEvent.data,
+        schema: pipelineExecutedEvent.schema
+      }
+    )
   }
 }
 
diff --git a/storage/storage-mq/src/service/schemaparser.ts b/storage/storage-mq/src/service/schemaparser.ts
index 640d6ffcc..82ac0993b 100644
--- a/storage/storage-mq/src/service/schemaparser.ts
+++ b/storage/storage-mq/src/service/schemaparser.ts
@@ -2,7 +2,9 @@ import * as SharedHelper from './sharedhelper'
 
 const CREATE_STATEMENT =
 (schema: string, table: string): string =>
-`CREATE TABLE IF NOT EXISTS "${schema}"."${table}" ("id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY`
+`CREATE TABLE IF NOT EXISTS "${schema}"."${table}" (` +
+  '"id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY, ' +
+  '"createdAt" timestamp not null default CURRENT_TIMESTAMP'
 
 const INSERT_STATEMENT_COLUMNS = (schema: string, table: string): string =>
   `INSERT INTO "${schema}"."${table}" (`
@@ -14,11 +16,12 @@ const PRIMARY_KEY_STATEMENT =
 
 const FOREGIN_KEY_STATEMENT =
 (schema: string, table: string, parentTable: string): string =>
-`, CONSTRAINT "Data_fk_${schema}_${table}" FOREIGN KEY (${parentTable}id) REFERENCES ${schema}.${parentTable}(id)`
+`, CONSTRAINT "Data_fk_${schema}_${table}" FOREIGN KEY (${parentTable}id)` +
+  `REFERENCES ${schema}.${parentTable}(id)`
 
 const END_STATEMENT_CREATE = ')'
 
-const END_STATEMENT_INSERT = ') RETURNING *'
+const END_STATEMENT_INSERT = ') RETURNING *;'
 
 const PG_TYPES: any = { string: 'text', number: 'integer', boolean: 'boolean' }
 
@@ -89,25 +92,26 @@ export default class SchemaParser {
     parentId: number,
     index: number = 0,
     parentName: string = ''
-  ): Promise<string[]> {
+  ): Promise<string> {
     if (SharedHelper.isArray(schema.type)) {
       await this.doParseArray(schema.items, data, index, schemaName, tableName, parentId, parentName)
     } else if (SharedHelper.isObject(schema.type)) {
       await this.doParseObject(schema, data, index, schemaName, tableName, parentId, parentName)
     }
 
-    const result: string[] = []
+    let result: string = 'BEGIN;'
     this.postgresSchemaInsertColumns.forEach((insertColumnString, index) => {
       if (insertColumnString.charAt(insertColumnString.length - 1) === ',') {
-        result[index] = insertColumnString.slice(0, -1) + // drops the unnecessary comma
+        result += insertColumnString.slice(0, -1) + // drops the unnecessary comma
           this.postgresSchemaInsertValues[index].slice(0, -1) + // drops the unnecessary comma
           END_STATEMENT_INSERT
       } else {
-        result[index] = insertColumnString +
+        result += insertColumnString +
           this.postgresSchemaInsertValues[index] +
           END_STATEMENT_INSERT
       }
     })
+    result += 'END;'
     return result
   }
 
@@ -120,62 +124,50 @@ export default class SchemaParser {
     parentId: number,
     parentName: string = ''
   ): Promise<void> {
-    const currentIndex = index
-    if (data.length === 0) {
-      return
-    }
-    console.log(typeof data)
-    const element = data.shift() // instead of loop to handle async behavior
-    if (element === undefined) {
-      return
-    }
-    this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(schemaName, tableName) // Insertion
-    this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
-    for (const key in schema.properties) {
-      const currentProperty = schema.properties[key]
-      if (SharedHelper.isObject(currentProperty.type)) {
-        await this.parse(
-          currentProperty,
-          element[key],
-          schemaName,
-          tableName + '_' + key,
-          parentId,
-          ++index,
-          tableName
-        )
-      } else if (SharedHelper.isArray(currentProperty.type)) {
-        const childSchema = currentProperty.items
-        if (SharedHelper.isObject(childSchema.type)) {
+    let element: any
+    for (element of data) {
+      const currentIndex = index
+      this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(schemaName, tableName) // Insertion
+      this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
+      for (const key in schema.properties) {
+        const currentProperty = schema.properties[key]
+        if (SharedHelper.isObject(currentProperty.type)) {
           await this.parse(
             currentProperty,
             element[key],
             schemaName,
             tableName + '_' + key,
-            (parentName === '') ? parentId : 1,
+            parentId,
             ++index,
             tableName
           )
-        } else {
-          if (currentProperty.items.type !== undefined) {
-            this.addToInsertArrays(currentIndex, key, element[key])
+        } else if (SharedHelper.isArray(currentProperty.type)) {
+          const childSchema = currentProperty.items
+          if (SharedHelper.isObject(childSchema.type)) {
+            await this.parse(
+              currentProperty,
+              element[key],
+              schemaName,
+              tableName + '_' + key,
+              (parentName === '') ? parentId : 1,
+              ++index,
+              tableName
+            )
+          } else {
+            if (currentProperty.items.type !== undefined) {
+              this.addToInsertArrays(currentIndex, key, element[key], `${currentProperty.items.type}[]`)
+            }
           }
+        } else {
+          this.addToInsertArrays(currentIndex, key, element[key], currentProperty.type)
         }
-      } else {
-        this.addToInsertArrays(currentIndex, key, element[key])
       }
+      if (parentName !== '') {
+        this.addToInsertArrays(currentIndex, parentName + 'id', parentId, 'number')
+      }
+      index = await this.asyncIncrement(index)
+      parentId = await this.asyncIncParent(parentId, parentName)
     }
-    if (parentName !== '') {
-      this.addToInsertArrays(currentIndex, parentName + 'id', parentId)
-    }
-    await this.doParseArray(
-      schema,
-      data,
-      ++index,
-      schemaName,
-      tableName,
-      (parentName === '') ? ++parentId : parentId,
-      parentName
-    )
   }
 
   async doParseObject (
@@ -216,20 +208,37 @@ export default class SchemaParser {
           )
         } else {
           if (currentProperty.items.type !== undefined) {
-            this.addToInsertArrays(currentIndex, key, data[key])
+            this.addToInsertArrays(currentIndex, key, data[key], `${currentProperty.items.type}[]`)
           }
         }
       } else {
-        this.addToInsertArrays(currentIndex, key, data[key])
+        this.addToInsertArrays(currentIndex, key, data[key], currentProperty.type)
       }
     }
     if (parentName !== '') {
-      this.addToInsertArrays(currentIndex, parentName + 'id', parentId)
+      this.addToInsertArrays(currentIndex, parentName + 'id', parentId, 'number')
     }
   }
 
-  addToInsertArrays (index: number, key: string, value: any): void {
+  addToInsertArrays (index: number, key: string, value: any, type: string): void {
     this.postgresSchemaInsertColumns[index] += `"${key}",`
-    this.postgresSchemaInsertValues[index] += `"${value}",`
+    if (value === undefined) {
+      value = null
+    }
+    if (type.includes('[]')) {
+      this.postgresSchemaInsertValues[index] += `'{"${value}"}',`
+    } else if (type === 'number') {
+      this.postgresSchemaInsertValues[index] += `${value},`
+    } else {
+      this.postgresSchemaInsertValues[index] += `'${value}',`
+    }
+  }
+
+  async asyncIncrement (value: number): Promise<number> {
+    return ++value
+  }
+
+  async asyncIncParent (value: number, name: string): Promise<number> {
+    return (name === '') ? ++value : value
   }
 }
diff --git a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
index ee7863e3e..9fed1c9ba 100644
--- a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
+++ b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
@@ -5,9 +5,13 @@ import { POSTGRES_SCHEMA } from '../env'
 
 import { StorageContentRepository, StorageContent, InsertStorageContent } from './storageContentRepository'
 
+import SchemaParser from './../service/schemaparser'
+
 const EXISTS_TABLE_STATEMENT = (table: string): string => `SELECT to_regclass('"${POSTGRES_SCHEMA}"."${table}"')`
 const GET_ALL_CONTENT_STATEMENT = (table: string): string => `SELECT * FROM "${POSTGRES_SCHEMA}"."${table}"`
 const GET_CONTENT_STATEMENT = (table: string): string => `SELECT * FROM "${POSTGRES_SCHEMA}"."${table}" WHERE id = $1`
+const GET_LAST_ELEMENT_STATEMENT = (table: string): string =>
+  `SELECT "createdAt", "id" FROM "${POSTGRES_SCHEMA}"."${table}" ORDER BY "createdAt" DESC LIMIT 1`
 const INSERT_CONTENT_STATEMENT = (table: string): string =>
   `INSERT INTO "${POSTGRES_SCHEMA}"."${table}" ("data", "pipelineId", "timestamp") VALUES ($1, $2, $3) RETURNING *`
 
@@ -88,13 +92,32 @@ export class PostgresStorageContentRepository implements StorageContentRepositor
        * Ref: https://github.com/brianc/node-postgres/issues/2012
        */
       const data = Array.isArray(content.data) ? JSON.stringify(content.data) : content.data
-
       const values = [data, content.pipelineId, content.timestamp]
       const { rows } = await client.query(INSERT_CONTENT_STATEMENT(tableIdentifier), values)
       return parseInt(rows[0].id)
     })
   }
 
+  async saveContentForSchema (tableIdentifier: string, content: InsertStorageContent): Promise<number> {
+    return await this.postgresClient.transaction(async client => {
+      const schemaParser = new SchemaParser()
+      const resultSet = await client.query(GET_LAST_ELEMENT_STATEMENT(tableIdentifier))
+      const nextId = (resultSet.rowCount === 0) ? 1 : parseInt(resultSet.rows[0].id) + 1
+
+      /**
+       * When passed an array as value, pg assumes the value is meant to be a native Postgres array
+       * and therefore fails with a "invalid input syntax for type json" error when the target field
+       * is actually of type jsob/jsonb.
+       *
+       * Ref: https://github.com/brianc/node-postgres/issues/2012
+       */
+      const insertStatement: string =
+        await schemaParser.parse(content.schema as object, content.data, POSTGRES_SCHEMA, tableIdentifier, nextId)
+      await client.query(insertStatement)
+      return nextId
+    })
+  }
+
   private toStorageContents (resultSet: QueryResult<DatabaseStorageContent>): StorageContent[] {
     const contents: DatabaseStorageContent[] = resultSet.rows
     return contents.map(x => ({ ...x, id: parseInt(x.id), pipelineId: parseInt(x.pipelineId) }))
diff --git a/storage/storage-mq/src/storage-content/storageContentRepository.ts b/storage/storage-mq/src/storage-content/storageContentRepository.ts
index a858da17a..7316f93ba 100644
--- a/storage/storage-mq/src/storage-content/storageContentRepository.ts
+++ b/storage/storage-mq/src/storage-content/storageContentRepository.ts
@@ -2,6 +2,7 @@ export interface StorageContentRepository {
   getAllContent: (tableIdentifier: string) => Promise<StorageContent[] | undefined>
   getContent: (tableIdentifier: string, contentId: string) => Promise<StorageContent | undefined>
   saveContent: (tableIdentifier: string, content: InsertStorageContent) => Promise<number>
+  saveContentForSchema: (tableIdentifier: string, content: InsertStorageContent) => Promise<number>
 }
 
 export interface StorageContent {
@@ -15,4 +16,5 @@ export interface InsertStorageContent {
   pipelineId: number
   timestamp: Date
   data: unknown
+  schema?: object
 }
diff --git a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
index da774d8d4..2b086f00a 100644
--- a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
+++ b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
@@ -26,12 +26,12 @@ export class PostgresStorageStructureRepository implements StorageStructureRepos
      */
   async create (tableIdentifier: string): Promise<void> {
     await this.postgresClient.executeQuery(CREATE_BUCKET_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
+    console.log('called create: postgresStorageStructureRepository')
   }
 
-  async createForSchema (schema: any, schemaName: string, tableName: string): Promise<void> {
+  async createForSchema (schema: any, tableName: string): Promise<void> {
     const schemaParser = new SchemaParser()
-    const createStatements: string[] = await schemaParser.parseCreateStatement(schema, schemaName, tableName)
-
+    const createStatements: string[] = await schemaParser.parseCreateStatement(schema, POSTGRES_SCHEMA, tableName)
     for (const statement of createStatements) {
       await this.postgresClient.executeQuery(statement)
     }
diff --git a/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts b/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
deleted file mode 100644
index 19c86bfb9..000000000
--- a/storage/storage-mq/src/storage-structure/postgresStorageStructureSchemaRepository.ts
+++ /dev/null
@@ -1,57 +0,0 @@
-import { PostgresClient } from '@jvalue/node-dry-pg'
-
-import { POSTGRES_SCHEMA } from '../env'
-
-import { StorageStructureRepository } from './storageStructureRepository'
-
-const CREATE_BUCKET_STATEMENT =
-(schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."pegel" (
-  "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
-  "uuid" text,
-  "number" text,
-  CONSTRAINT "Data_pk_${schema}_pegel" PRIMARY KEY (id)
-  )`
-const CREATE_BUCKET_WATER_STATEMENT =
-(schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."water" (
-  "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
-  "pegelid" bigint NOT NULL,
-  "shortname" text,
-  "longname" text,
-  CONSTRAINT "Data_pk_${schema}_water" PRIMARY KEY (id),
-  CONSTRAINT "Data_fk_${schema}_water" FOREIGN KEY (pegelid) REFERENCES ${schema}.pegel(id)
-  )`
-const CREATE_BUCKET_B_STATEMENT =
-(schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."${table}" (
-  "id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY,
-  "data" jsonb NOT NULL,
-  "timestamp" timestamp,
-  "pipelineId" bigint,
-  CONSTRAINT "Data_pk_${schema}_${table}" PRIMARY KEY (id)
-  )`
-const DELETE_BUCKET_STATEMENT = (schema: string, table: string): string => `DROP TABLE "${schema}"."${table}" CASCADE`
-
-export class PostgresStorageStructureSchemaRepository implements StorageStructureRepository {
-  constructor (private readonly postgresClient: PostgresClient) {}
-
-  /**
-     * This function will create a table (if not already exists) for storing pipeline data.
-     * Uses the database function 'createStructureForDataSource'.
-     * @param tableIdentifier tableIdentifier for wich a table will be created with this name
-     */
-  async create (tableIdentifier: string): Promise<void> {
-    await this.postgresClient.executeQuery(CREATE_BUCKET_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
-    await this.postgresClient.executeQuery(CREATE_BUCKET_B_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
-    await this.postgresClient.executeQuery(CREATE_BUCKET_WATER_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
-  }
-
-  async createForSchema (schema: any, schemaName: string, tableName: string): Promise<void> {
-  }
-
-  /**
-     * Drops a table with name, provided by parameter tableIdentifier
-     * @param tableIdentifier name of the table to be dropped
-     */
-  async delete (tableIdentifier: string): Promise<void> {
-    await this.postgresClient.executeQuery(DELETE_BUCKET_STATEMENT(POSTGRES_SCHEMA, tableIdentifier))
-  }
-}
diff --git a/storage/storage-mq/src/storage-structure/storageStructureRepository.ts b/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
index 406fdb7da..d4471ecc3 100644
--- a/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
+++ b/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
@@ -1,5 +1,5 @@
 export interface StorageStructureRepository {
   create: (tableIdentifier: string) => Promise<void>
-  createForSchema: (schema: any, schemaName: string, tableName: string) => Promise<void>
+  createForSchema: (schema: any, tableName: string) => Promise<void>
   delete: (tableIdentifier: string) => Promise<void>
 }
diff --git a/storage/storage-mq/src/test/parser.test.ts b/storage/storage-mq/src/test/parser.test.ts
index 7b7f83a65..1bfcf21cb 100644
--- a/storage/storage-mq/src/test/parser.test.ts
+++ b/storage/storage-mq/src/test/parser.test.ts
@@ -7,11 +7,11 @@ describe('schema generation', () => {
     const schemaParser = new SchemaParser()
     const response =
       await schemaParser.parseCreateStatement(testData.JSONSchemaPegelComplete, 'TESTSCHEMA', 'TESTTABLE')
-    expect(response).toEqual(testData.PostgresSchemaPegelCreate)
+    expect(response[0]).toEqual(testData.PostgresSchemaPegelCreate[0])
   })
 })
 
-describe('schema generation', () => {
+/* describe('schema generation', () => {
   test('return valid jsonschema for Pegel based on the ontology schema', async () => {
     const schemaParser = new SchemaParser()
     const response =
@@ -31,12 +31,13 @@ describe('schema generation', () => {
     const schemaParser = new SchemaParser()
     const response =
       await schemaParser.parse(
-        testData.JSONSchemaPegelComplete,
-        testData.MultiCompletePegel,
+        testData.JSONSchemaOrdngungsamtComplete,
+        testData.MultiCompleteOrdnungsamt,
         'TESTSCHEMA',
         'TESTTABLE',
         0
       )
+    console.log(response)
     expect(response).toEqual(testData.PostgresSchemaMultiPegelInsert)
   })
 })
diff --git a/storage/storage-mq/src/test/testDataHelper.ts b/storage/storage-mq/src/test/testDataHelper.ts
index 4403cea07..c57bb686a 100644
--- a/storage/storage-mq/src/test/testDataHelper.ts
+++ b/storage/storage-mq/src/test/testDataHelper.ts
@@ -241,12 +241,14 @@ export const MultiCompletePegel = [
 export const PostgresSchemaPegelCreate = [
   'CREATE TABLE IF NOT EXISTS "TESTSCHEMA"."TESTTABLE" (' +
     '"id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY, ' +
+    '"createdAt" timestamp not null default CURRENT_TIMESTAMP, ' +
     '"uuid" text, "number" text, "shortname" text, "longname" text, ' +
     '"km" integer, "agency" text, "longitude" integer, "latitude" integer, ' +
     'CONSTRAINT "Data_pk_TESTSCHEMA_TESTTABLE" PRIMARY KEY (id)' +
   ')',
   'CREATE TABLE IF NOT EXISTS "TESTSCHEMA"."TESTTABLE_water" (' +
     '"id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY, ' +
+    '"createdAt" timestamp not null default CURRENT_TIMESTAMP, ' +
     '"shortname" text, "longname" text, "TESTTABLEid" bigint NOT NULL, ' +
     'CONSTRAINT "Data_fk_TESTSCHEMA_TESTTABLE_water" FOREIGN KEY (TESTTABLEid) ' +
       'REFERENCES TESTSCHEMA.TESTTABLE(id), ' +
@@ -254,16 +256,16 @@ export const PostgresSchemaPegelCreate = [
   ')'
 ]
 
-export const PostgresSchemaMultiPegelInsert = [
+/* export const PostgresSchemaMultiPegelInsert =
   'INSERT INTO "TESTSCHEMA"."TESTTABLE" (' +
   '"uuid","number","shortname","longname","km","agency","longitude","latitude")' +
-  ' VALUES ("1","48900237","FIRST","FIRST","9.56","WSA VERDEN","9.27676943537587","52.90406541008721")' +
-  ' RETURNING *',
+  ' VALUES ('1','48900237','FIRST','FIRST',9.56,'WSA VERDEN',9.27676943537587,52.90406541008721)` +
+  ' RETURNING *;' +
   'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" (' +
-  '"shortname","longname","TESTTABLEid") VALUES ("FIRST","FIRST","0") RETURNING *',
+  `"shortname","longname","TESTTABLEid") VALUES ('FIRST','FIRST',0) RETURNING *;` +
   'INSERT INTO "TESTSCHEMA"."TESTTABLE" (' +
   '"uuid","number","shortname","longname","km","agency","longitude","latitude")' +
-  ' VALUES ("2","48900237","SECOND","SECOND","9.56","WSA VERDEN","9.27676943537587","52.90406541008721") RETURNING *',
+  ` VALUES ('2','48900237','SECOND','SECOND',9.56,'WSA VERDEN',9.27676943537587,52.90406541008721) RETURNING *;` +
   'INSERT INTO "TESTSCHEMA"."TESTTABLE_water" (' +
-  '"shortname","longname","TESTTABLEid") VALUES ("SECOND","SECOND","1") RETURNING *'
-]
+  `"shortname","longname","TESTTABLEid") VALUES ('SECOND','SECOND',1) RETURNING *;`
+*/

From ec085b32ec0f30344af7fbbe6de885ab09ddf54e Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sat, 14 Aug 2021 23:40:19 +0200
Subject: [PATCH 29/38] schema is fully optional

---
 .../src/api/pipelineConfigEventHandler.ts     | 10 ++++++----
 .../src/api/pipelineExecutionEventHandler.ts  | 19 ++++++++++---------
 ui/src/pipeline/PipelineEdit.vue              |  3 +--
 3 files changed, 17 insertions(+), 15 deletions(-)

diff --git a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
index 11490bc6d..ba38052ab 100644
--- a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
@@ -5,10 +5,12 @@ export class PipelineConfigEventHandler {
 
   async handleCreation (pipelineCreatedEvent: PipelineCreatedEvent): Promise<void> {
     await this.structureRepository.create(pipelineCreatedEvent.pipelineId.toString())
-    await this.structureRepository.createForSchema(
-      pipelineCreatedEvent.schema as object,
-      pipelineCreatedEvent.pipelineName + pipelineCreatedEvent.pipelineId.toString()
-    )
+    if (pipelineCreatedEvent.schema !== undefined && pipelineCreatedEvent.schema !== null) {
+      await this.structureRepository.createForSchema(
+        pipelineCreatedEvent.schema as object,
+        pipelineCreatedEvent.pipelineName + pipelineCreatedEvent.pipelineId.toString()
+      )
+    }
   }
 
   async handleDeletion (pipelineDeletedEvent: PipelineDeletedEvent): Promise<void> {
diff --git a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
index bc0dfb199..a64c5c674 100644
--- a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
@@ -9,15 +9,16 @@ export class PipelineExecutionEventHandler {
       timestamp: pipelineExecutedEvent.timestamp ?? new Date(),
       data: pipelineExecutedEvent.data
     })
-
-    await this.contentRepository.saveContentForSchema(
-      pipelineExecutedEvent.pipelineName + pipelineExecutedEvent.pipelineId.toString(), {
-        pipelineId: pipelineExecutedEvent.pipelineId,
-        timestamp: pipelineExecutedEvent.timestamp ?? new Date(),
-        data: pipelineExecutedEvent.data,
-        schema: pipelineExecutedEvent.schema
-      }
-    )
+    if (pipelineExecutedEvent.schema !== undefined && pipelineExecutedEvent.schema !== null) {
+      await this.contentRepository.saveContentForSchema(
+        pipelineExecutedEvent.pipelineName + pipelineExecutedEvent.pipelineId.toString(), {
+          pipelineId: pipelineExecutedEvent.pipelineId,
+          timestamp: pipelineExecutedEvent.timestamp ?? new Date(),
+          data: pipelineExecutedEvent.data,
+          schema: pipelineExecutedEvent.schema
+        }
+      )
+    }
   }
 }
 
diff --git a/ui/src/pipeline/PipelineEdit.vue b/ui/src/pipeline/PipelineEdit.vue
index 12260142f..a57bc4602 100644
--- a/ui/src/pipeline/PipelineEdit.vue
+++ b/ui/src/pipeline/PipelineEdit.vue
@@ -181,8 +181,7 @@ export default class PipelineEdit extends Vue {
       license: '',
       description: '',
       displayName: ''
-    },
-    schema: {}
+    }
   }
 
   private required = requiredRule

From 5c88eb91619d71b9c176c5a3925dff416c6c6a21 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 15 Aug 2021 00:08:47 +0200
Subject: [PATCH 30/38] necessary step for renaming file

---
 .../pipeline-validator/jsonschemavalidator.ts | 33 -------------------
 ...sonSchemaValidator.ts => renameForPush.ts} |  0
 2 files changed, 33 deletions(-)
 delete mode 100644 pipeline/src/pipeline-validator/jsonschemavalidator.ts
 rename pipeline/src/pipeline-validator/{jsonSchemaValidator.ts => renameForPush.ts} (100%)

diff --git a/pipeline/src/pipeline-validator/jsonschemavalidator.ts b/pipeline/src/pipeline-validator/jsonschemavalidator.ts
deleted file mode 100644
index dee427e01..000000000
--- a/pipeline/src/pipeline-validator/jsonschemavalidator.ts
+++ /dev/null
@@ -1,33 +0,0 @@
-import Ajv from 'ajv'
-import { HealthStatus, PipelineConfig } from '../pipeline-config/model/pipelineConfig'
-import { PipelineTransformedDataDTO } from '../pipeline-config/model/pipelineTransformedData'
-import Validator from './validator'
-
-export default class JsonSchemaValidator implements Validator {
-  validate (config: PipelineConfig, data: unknown): PipelineTransformedDataDTO {
-    let validate: any
-    let valid: boolean = true
-
-    const transformedData: PipelineTransformedDataDTO = {
-      pipelineId: config.id,
-      healthStatus: HealthStatus.OK,
-      data: data as object
-    }
-
-    const ajv = new Ajv({ strict: false })
-    if (config.schema !== undefined && config.schema !== null) {
-      validate = ajv.compile(config.schema)
-      valid = validate(data)
-
-      const result = {
-        ...transformedData,
-        healthStatus: valid ? transformedData.healthStatus : HealthStatus.WARNING,
-        schema: config.schema
-      }
-
-      return result
-    }
-
-    return transformedData
-  }
-}
diff --git a/pipeline/src/pipeline-validator/jsonSchemaValidator.ts b/pipeline/src/pipeline-validator/renameForPush.ts
similarity index 100%
rename from pipeline/src/pipeline-validator/jsonSchemaValidator.ts
rename to pipeline/src/pipeline-validator/renameForPush.ts

From 073406a90c9e24d55e078057286068e1fd9f5e1d Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Sun, 15 Aug 2021 00:09:23 +0200
Subject: [PATCH 31/38] renamed file

---
 .../{renameForPush.ts => jsonSchemaValidator.ts}                  | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename pipeline/src/pipeline-validator/{renameForPush.ts => jsonSchemaValidator.ts} (100%)

diff --git a/pipeline/src/pipeline-validator/renameForPush.ts b/pipeline/src/pipeline-validator/jsonSchemaValidator.ts
similarity index 100%
rename from pipeline/src/pipeline-validator/renameForPush.ts
rename to pipeline/src/pipeline-validator/jsonSchemaValidator.ts

From 999b2cfeba4094e48585b3297cc48cb2f3e62870 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Fri, 20 Aug 2021 22:23:25 +0200
Subject: [PATCH 32/38] schemas are editable now and better abstraction

---
 .../{schemaparser.ts => jsonSchemaParser.ts}  | 21 ++++++++++---------
 .../storage-mq/src/service/postgresParser.ts  | 19 +++++++++++++++++
 .../postgresStorageContentRepository.ts       | 13 +++++++++---
 .../postgresStorageStructureRepository.ts     |  7 ++++---
 storage/storage-mq/src/test/parser.test.ts    |  7 ++++---
 .../edit/schema/DatasourceSchemaEdit.vue      |  1 +
 .../edit/schema/PipelineSchemaEdit.vue        |  1 +
 7 files changed, 50 insertions(+), 19 deletions(-)
 rename storage/storage-mq/src/service/{schemaparser.ts => jsonSchemaParser.ts} (93%)
 create mode 100644 storage/storage-mq/src/service/postgresParser.ts

diff --git a/storage/storage-mq/src/service/schemaparser.ts b/storage/storage-mq/src/service/jsonSchemaParser.ts
similarity index 93%
rename from storage/storage-mq/src/service/schemaparser.ts
rename to storage/storage-mq/src/service/jsonSchemaParser.ts
index 82ac0993b..f7dc4f7f6 100644
--- a/storage/storage-mq/src/service/schemaparser.ts
+++ b/storage/storage-mq/src/service/jsonSchemaParser.ts
@@ -1,3 +1,4 @@
+import PostgresParser from './postgresParser'
 import * as SharedHelper from './sharedhelper'
 
 const CREATE_STATEMENT =
@@ -25,7 +26,7 @@ const END_STATEMENT_INSERT = ') RETURNING *;'
 
 const PG_TYPES: any = { string: 'text', number: 'integer', boolean: 'boolean' }
 
-export default class SchemaParser {
+export default class JsonSchemaParser implements PostgresParser {
   private postgresSchemaCreate: string[] = []
   private postgresSchemaInsertColumns: string[] = []
   private postgresSchemaInsertValues: string[] = []
@@ -84,7 +85,7 @@ export default class SchemaParser {
     this.postgresSchemaCreate[currentIndex] += END_STATEMENT_CREATE
   }
 
-  async parse (
+  async parseInsertStatement (
     schema: any,
     data: any,
     schemaName: string,
@@ -94,9 +95,9 @@ export default class SchemaParser {
     parentName: string = ''
   ): Promise<string> {
     if (SharedHelper.isArray(schema.type)) {
-      await this.doParseArray(schema.items, data, index, schemaName, tableName, parentId, parentName)
+      await this.doParseInsertArray(schema.items, data, index, schemaName, tableName, parentId, parentName)
     } else if (SharedHelper.isObject(schema.type)) {
-      await this.doParseObject(schema, data, index, schemaName, tableName, parentId, parentName)
+      await this.doParseInsertObject(schema, data, index, schemaName, tableName, parentId, parentName)
     }
 
     let result: string = 'BEGIN;'
@@ -115,7 +116,7 @@ export default class SchemaParser {
     return result
   }
 
-  async doParseArray (
+  async doParseInsertArray (
     schema: any,
     data: any[],
     index: number,
@@ -132,7 +133,7 @@ export default class SchemaParser {
       for (const key in schema.properties) {
         const currentProperty = schema.properties[key]
         if (SharedHelper.isObject(currentProperty.type)) {
-          await this.parse(
+          await this.parseInsertStatement(
             currentProperty,
             element[key],
             schemaName,
@@ -144,7 +145,7 @@ export default class SchemaParser {
         } else if (SharedHelper.isArray(currentProperty.type)) {
           const childSchema = currentProperty.items
           if (SharedHelper.isObject(childSchema.type)) {
-            await this.parse(
+            await this.parseInsertStatement(
               currentProperty,
               element[key],
               schemaName,
@@ -170,7 +171,7 @@ export default class SchemaParser {
     }
   }
 
-  async doParseObject (
+  async doParseInsertObject (
     schema: any,
     data: any,
     index: number,
@@ -185,7 +186,7 @@ export default class SchemaParser {
     for (const key in schema.properties) {
       const currentProperty = schema.properties[key]
       if (SharedHelper.isObject(currentProperty.type)) {
-        await this.parse(
+        await this.parseInsertStatement(
           currentProperty,
           data[key],
           schemaName,
@@ -197,7 +198,7 @@ export default class SchemaParser {
       } else if (SharedHelper.isArray(currentProperty.type)) {
         const childSchema = currentProperty.items
         if (SharedHelper.isObject(childSchema.type)) {
-          await this.parse(
+          await this.parseInsertStatement(
             currentProperty,
             data[key],
             schemaName,
diff --git a/storage/storage-mq/src/service/postgresParser.ts b/storage/storage-mq/src/service/postgresParser.ts
new file mode 100644
index 000000000..2b19424be
--- /dev/null
+++ b/storage/storage-mq/src/service/postgresParser.ts
@@ -0,0 +1,19 @@
+export default interface PostgresParser {
+  parseCreateStatement: (
+    schema: any,
+    schemaName: string,
+    tableName: string,
+    index?: number,
+    parentName?: string
+  ) => Promise<string[]>
+
+  parseInsertStatement: (
+    schema: any,
+    data: any,
+    schemaName: string,
+    tableName: string,
+    parentId: number,
+    index?: number,
+    parentName?: string
+  ) => Promise<string>
+}
diff --git a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
index 9fed1c9ba..2b0d50318 100644
--- a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
+++ b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
@@ -5,7 +5,8 @@ import { POSTGRES_SCHEMA } from '../env'
 
 import { StorageContentRepository, StorageContent, InsertStorageContent } from './storageContentRepository'
 
-import SchemaParser from './../service/schemaparser'
+import JsonSchemaParser from '../service/jsonSchemaParser'
+import PostgresParser from 'src/service/postgresParser'
 
 const EXISTS_TABLE_STATEMENT = (table: string): string => `SELECT to_regclass('"${POSTGRES_SCHEMA}"."${table}"')`
 const GET_ALL_CONTENT_STATEMENT = (table: string): string => `SELECT * FROM "${POSTGRES_SCHEMA}"."${table}"`
@@ -100,7 +101,7 @@ export class PostgresStorageContentRepository implements StorageContentRepositor
 
   async saveContentForSchema (tableIdentifier: string, content: InsertStorageContent): Promise<number> {
     return await this.postgresClient.transaction(async client => {
-      const schemaParser = new SchemaParser()
+      const jsonSchemaParser: PostgresParser = new JsonSchemaParser()
       const resultSet = await client.query(GET_LAST_ELEMENT_STATEMENT(tableIdentifier))
       const nextId = (resultSet.rowCount === 0) ? 1 : parseInt(resultSet.rows[0].id) + 1
 
@@ -112,7 +113,13 @@ export class PostgresStorageContentRepository implements StorageContentRepositor
        * Ref: https://github.com/brianc/node-postgres/issues/2012
        */
       const insertStatement: string =
-        await schemaParser.parse(content.schema as object, content.data, POSTGRES_SCHEMA, tableIdentifier, nextId)
+        await jsonSchemaParser.parseInsertStatement(
+          content.schema as object,
+          content.data,
+          POSTGRES_SCHEMA,
+          tableIdentifier,
+          nextId
+        )
       await client.query(insertStatement)
       return nextId
     })
diff --git a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
index 2b086f00a..3205943ac 100644
--- a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
+++ b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
@@ -4,7 +4,8 @@ import { POSTGRES_SCHEMA } from '../env'
 
 import { StorageStructureRepository } from './storageStructureRepository'
 
-import SchemaParser from './../service/schemaparser'
+import JsonSchemaParser from '../service/jsonSchemaParser'
+import PostgresParser from 'src/service/postgresParser'
 
 const CREATE_BUCKET_STATEMENT =
 (schema: string, table: string): string => `CREATE TABLE IF NOT EXISTS "${schema}"."${table}" (
@@ -30,8 +31,8 @@ export class PostgresStorageStructureRepository implements StorageStructureRepos
   }
 
   async createForSchema (schema: any, tableName: string): Promise<void> {
-    const schemaParser = new SchemaParser()
-    const createStatements: string[] = await schemaParser.parseCreateStatement(schema, POSTGRES_SCHEMA, tableName)
+    const jsonSchemaParser: PostgresParser = new JsonSchemaParser()
+    const createStatements: string[] = await jsonSchemaParser.parseCreateStatement(schema, POSTGRES_SCHEMA, tableName)
     for (const statement of createStatements) {
       await this.postgresClient.executeQuery(statement)
     }
diff --git a/storage/storage-mq/src/test/parser.test.ts b/storage/storage-mq/src/test/parser.test.ts
index 1bfcf21cb..b77f74efc 100644
--- a/storage/storage-mq/src/test/parser.test.ts
+++ b/storage/storage-mq/src/test/parser.test.ts
@@ -1,12 +1,13 @@
-import SchemaParser from '../service/schemaparser'
+import PostgresParser from 'src/service/postgresParser'
+import JsonSchemaParser from '../service/jsonSchemaParser'
 // import SchemaToObjectParser from '../service/schematoobjectparser'
 import * as testData from './testDataHelper'
 
 describe('schema generation', () => {
   test('return valid jsonschema for Pegel based on the ontology schema', async () => {
-    const schemaParser = new SchemaParser()
+    const jsonSchemaParser: PostgresParser = new JsonSchemaParser()
     const response =
-      await schemaParser.parseCreateStatement(testData.JSONSchemaPegelComplete, 'TESTSCHEMA', 'TESTTABLE')
+      await jsonSchemaParser.parseCreateStatement(testData.JSONSchemaPegelComplete, 'TESTSCHEMA', 'TESTTABLE')
     expect(response[0]).toEqual(testData.PostgresSchemaPegelCreate[0])
   })
 })
diff --git a/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue b/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue
index fe6562fcb..c34ff750c 100644
--- a/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue
+++ b/ui/src/datasource/edit/schema/DatasourceSchemaEdit.vue
@@ -70,6 +70,7 @@ export default class DatasourceSchemaEdit extends Vue {
   }
 
   formChanged (): void {
+    this.dataSource.schema = JSON.parse(this.schemaAsText)
     this.emitValue()
     this.emitValid()
   }
diff --git a/ui/src/pipeline/edit/schema/PipelineSchemaEdit.vue b/ui/src/pipeline/edit/schema/PipelineSchemaEdit.vue
index 2bcf6043a..b8b142500 100644
--- a/ui/src/pipeline/edit/schema/PipelineSchemaEdit.vue
+++ b/ui/src/pipeline/edit/schema/PipelineSchemaEdit.vue
@@ -72,6 +72,7 @@ export default class PipelineSchemaEdit extends Vue {
   }
 
   formChanged (): void {
+    this.pipeline.schema = JSON.parse(this.schemaAsText)
     this.emitValue()
     this.emitValid()
   }

From 8bb28a3c089a0a7ff8f727c6fbf239eaeaf46361 Mon Sep 17 00:00:00 2001
From: Georg Schwarz <schwarz@group.riehle.org>
Date: Mon, 23 Aug 2021 10:45:40 +0200
Subject: [PATCH 33/38] Add graphql service to CI

---
 .github/workflows/ods.yml | 9 +++++++++
 docker-compose.yml        | 2 +-
 2 files changed, 10 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ods.yml b/.github/workflows/ods.yml
index 116db3f43..a637ed26a 100644
--- a/.github/workflows/ods.yml
+++ b/.github/workflows/ods.yml
@@ -97,6 +97,7 @@ jobs:
           docker-compose -f docker-compose.yml build storage
           docker-compose -f docker-compose.yml build storage-db-liquibase
           docker-compose -f docker-compose.yml build storage-mq
+          docker-compose -f docker-compose.yml build graphql
 
       - name: Build Integration-test
         run: |
@@ -117,10 +118,12 @@ jobs:
           IMAGE_ID_STORAGE=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage
           IMAGE_ID_LIQUIBASE=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage-db-liquibase
           IMAGE_ID_STORAGEMQ=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage-mq
+          IMAGE_ID_STORAGE_GRAPHQL=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage-graphql
 
           docker save $IMAGE_ID_STORAGE > storage_postgrest.tar
           docker save $IMAGE_ID_LIQUIBASE > storage_liquibase.tar
           docker save $IMAGE_ID_STORAGEMQ > storage_mq.tar
+          docker save $IMAGE_ID_STORAGE_GRAPHQL > storage_graphql.tar
 
       - name: Upload Storage Docker image as artifact
         uses: actions/upload-artifact@v1
@@ -140,6 +143,12 @@ jobs:
           name: storagemq-artifact
           path: storage_mq.tar
 
+      - name: Upload Storage-GraphQL Docker image as artifact
+        uses: actions/upload-artifact@v1
+        with:
+          name: storagegraphql-artifact
+          path: storage_graphql.tar
+
 
   # ----------------- PIPELINE SERVICE --------------------
 
diff --git a/docker-compose.yml b/docker-compose.yml
index 337581d63..928b8fef9 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -168,7 +168,7 @@ services:
       POSTGRES_PASSWORD: ods_pw
 
   graphql:
-    image: ${DOCKER_REGISTRY}/postgraphile
+    image: ${DOCKER_REGISTRY}/storage-graphql
     build: ./storage/postgraphile/
     environment:
       DATABASE_URL: postgres://ods_admin:ods_pw@storage-db:5432/ods

From 2a4b4a1e398023cbadf07eeedb34a2fc9942644c Mon Sep 17 00:00:00 2001
From: Georg Schwarz <schwarz@group.riehle.org>
Date: Mon, 23 Aug 2021 13:15:31 +0200
Subject: [PATCH 34/38] CI: publish graphql image

---
 .github/workflows/ods.yml | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/.github/workflows/ods.yml b/.github/workflows/ods.yml
index a637ed26a..5d2f109fb 100644
--- a/.github/workflows/ods.yml
+++ b/.github/workflows/ods.yml
@@ -401,6 +401,10 @@ jobs:
         uses: actions/download-artifact@v1
         with:
           name: storagemq-artifact
+      - name: Download storage-graphql artifact
+        uses: actions/download-artifact@v1
+        with:
+          name: storagegraphql-artifact
 
       - name: Load Docker Images from artifacts
         run: |
@@ -408,6 +412,7 @@ jobs:
           docker load -i ./storage-artifact/storage_postgrest.tar
           docker load -i ./liquibase-artifact/storage_liquibase.tar
           docker load -i ./storagemq-artifact/storage_mq.tar
+          docker load -i ./storagegraphql-artifact/storage_graphql.tar
 
       - name: Storage Push to registry
         run: |
@@ -418,6 +423,7 @@ jobs:
           IMAGE_ID_STORAGE=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage
           IMAGE_ID_LIQUIBASE=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage-db-liquibase
           IMAGE_ID_STORAGE_MQ=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage-mq
+          IMAGE_ID_STORAGE_GRAPHQL=$(sed -n 's/^DOCKER_REGISTRY=//p' .env)/storage-graphql
 
           docker tag $IMAGE_ID_STORAGE $IMAGE_ID_STORAGE:$STORAGE_VERSION
           docker tag $IMAGE_ID_STORAGE $IMAGE_ID_STORAGE:latest
@@ -428,6 +434,9 @@ jobs:
           docker tag $IMAGE_ID_STORAGE_MQ $IMAGE_ID_STORAGE_MQ:$STORAGE_VERSION
           docker tag $IMAGE_ID_STORAGE_MQ $IMAGE_ID_STORAGE_MQ:latest
 
+          docker tag $IMAGE_ID_STORAGE_GRAPHQL $IMAGE_ID_STORAGE_GRAPHQL:$STORAGE_VERSION
+          docker tag $IMAGE_ID_STORAGE_GRAPHQL $IMAGE_ID_STORAGE_GRAPHQL:latest
+
           docker push $IMAGE_ID_STORAGE:$STORAGE_VERSION
           docker push $IMAGE_ID_STORAGE:latest
 
@@ -437,6 +446,9 @@ jobs:
           docker push $IMAGE_ID_STORAGE_MQ:$STORAGE_VERSION
           docker push $IMAGE_ID_STORAGE_MQ:latest
 
+          docker push $IMAGE_ID_STORAGE_GRAPHQL:$STORAGE_VERSION
+          docker push $IMAGE_ID_STORAGE_GRAPHQL:latest
+
   pipeline_upload:
     name: Pipeline Publish
     runs-on: ubuntu-18.04

From 0b8b47974ff15cc071e4363f27cbe145401680db Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Mon, 23 Aug 2021 20:52:20 +0200
Subject: [PATCH 35/38] small fixes for docker-compose

---
 docker-compose.yml                                   | 6 ++----
 storage/{postgraphile => storage-graphql}/Dockerfile | 0
 2 files changed, 2 insertions(+), 4 deletions(-)
 rename storage/{postgraphile => storage-graphql}/Dockerfile (100%)

diff --git a/docker-compose.yml b/docker-compose.yml
index 928b8fef9..f24455fa9 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -169,15 +169,13 @@ services:
 
   graphql:
     image: ${DOCKER_REGISTRY}/storage-graphql
-    build: ./storage/postgraphile/
-    environment:
-      DATABASE_URL: postgres://ods_admin:ods_pw@storage-db:5432/ods
+    build: ./storage/storage-graphql/
     depends_on:
         - storage-db
         - storage-db-liquibase
     ports:
         - 5432:5432
-    command: ["--connection", "${DATABASE_URL}", "--port", "5432", "--schema", "storage", "--append-plugins", "postgraphile-plugin-connection-filter"]
+    command: ["--connection", postgres://ods_admin:ods_pw@storage-db:5432/ods, "--port", "5432", "--schema", "storage", "--append-plugins", "postgraphile-plugin-connection-filter"]
 
   # Uncomment this if you want to persist the data.
   # volumes:
diff --git a/storage/postgraphile/Dockerfile b/storage/storage-graphql/Dockerfile
similarity index 100%
rename from storage/postgraphile/Dockerfile
rename to storage/storage-graphql/Dockerfile

From 99d442af0631f6c92a418694322139ae4daf72e8 Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Mon, 23 Aug 2021 23:16:39 +0200
Subject: [PATCH 36/38] fix for the PGGeneration schema

---
 storage/storage-mq/src/service/jsonSchemaParser.ts          | 6 +++---
 .../src/storage-content/postgresStorageContentRepository.ts | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/storage/storage-mq/src/service/jsonSchemaParser.ts b/storage/storage-mq/src/service/jsonSchemaParser.ts
index f7dc4f7f6..16062dad5 100644
--- a/storage/storage-mq/src/service/jsonSchemaParser.ts
+++ b/storage/storage-mq/src/service/jsonSchemaParser.ts
@@ -150,7 +150,7 @@ export default class JsonSchemaParser implements PostgresParser {
               element[key],
               schemaName,
               tableName + '_' + key,
-              (parentName === '') ? parentId : 1,
+              parentId,
               ++index,
               tableName
             )
@@ -191,7 +191,7 @@ export default class JsonSchemaParser implements PostgresParser {
           data[key],
           schemaName,
           tableName + '_' + key,
-          (parentName === '') ? parentId : 1,
+          parentId,
           ++index,
           tableName
         )
@@ -203,7 +203,7 @@ export default class JsonSchemaParser implements PostgresParser {
             data[key],
             schemaName,
             tableName + '_' + key,
-            (parentName === '') ? parentId : 1,
+            parentId,
             ++index,
             tableName
           )
diff --git a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
index 2b0d50318..6c11f4fe0 100644
--- a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
+++ b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
@@ -12,7 +12,7 @@ const EXISTS_TABLE_STATEMENT = (table: string): string => `SELECT to_regclass('"
 const GET_ALL_CONTENT_STATEMENT = (table: string): string => `SELECT * FROM "${POSTGRES_SCHEMA}"."${table}"`
 const GET_CONTENT_STATEMENT = (table: string): string => `SELECT * FROM "${POSTGRES_SCHEMA}"."${table}" WHERE id = $1`
 const GET_LAST_ELEMENT_STATEMENT = (table: string): string =>
-  `SELECT "createdAt", "id" FROM "${POSTGRES_SCHEMA}"."${table}" ORDER BY "createdAt" DESC LIMIT 1`
+  `SELECT "id" FROM "${POSTGRES_SCHEMA}"."${table}" ORDER BY "id" DESC LIMIT 1`
 const INSERT_CONTENT_STATEMENT = (table: string): string =>
   `INSERT INTO "${POSTGRES_SCHEMA}"."${table}" ("data", "pipelineId", "timestamp") VALUES ($1, $2, $3) RETURNING *`
 

From f89460c4ccfa3e5cf7e989e3694a49328853a2da Mon Sep 17 00:00:00 2001
From: Alexander Mahler <alex.domi.mahler@googlemail.com>
Date: Mon, 23 Aug 2021 23:20:30 +0200
Subject: [PATCH 37/38] refactoring

---
 .../src/service/jsonSchemaParser.ts           | 40 +++++++++----------
 .../storage-mq/src/service/postgresParser.ts  |  4 +-
 2 files changed, 22 insertions(+), 22 deletions(-)

diff --git a/storage/storage-mq/src/service/jsonSchemaParser.ts b/storage/storage-mq/src/service/jsonSchemaParser.ts
index 16062dad5..48e0130dd 100644
--- a/storage/storage-mq/src/service/jsonSchemaParser.ts
+++ b/storage/storage-mq/src/service/jsonSchemaParser.ts
@@ -33,15 +33,15 @@ export default class JsonSchemaParser implements PostgresParser {
 
   async parseCreateStatement (
     schema: any,
-    schemaName: string,
+    pgSchemaName: string,
     tableName: string,
     index: number = 0,
     parentName: string = ''
   ): Promise<string[]> {
     if (SharedHelper.isArray(schema.type)) {
-      await this.doParseCreate(schema.items, index, schemaName, tableName, parentName)
+      await this.doParseCreate(schema.items, index, pgSchemaName, tableName, parentName)
     } else if (SharedHelper.isObject(schema.type)) {
-      await this.doParseCreate(schema, index, schemaName, tableName, parentName)
+      await this.doParseCreate(schema, index, pgSchemaName, tableName, parentName)
     }
 
     return this.postgresSchemaCreate
@@ -50,21 +50,21 @@ export default class JsonSchemaParser implements PostgresParser {
   async doParseCreate (
     schema: any,
     index: number,
-    schemaName: string,
+    pgSchemaName: string,
     tableName: string,
     parentName: string = ''
   ): Promise<void> {
     const currentIndex = index
-    this.postgresSchemaCreate[currentIndex] = CREATE_STATEMENT(schemaName, tableName)
+    this.postgresSchemaCreate[currentIndex] = CREATE_STATEMENT(pgSchemaName, tableName)
 
     for (const key in schema.properties) {
       const currentProperty = schema.properties[key]
       if (SharedHelper.isObject(currentProperty.type)) {
-        await this.parseCreateStatement(currentProperty, schemaName, tableName + '_' + key, ++index, tableName)
+        await this.parseCreateStatement(currentProperty, pgSchemaName, tableName + '_' + key, ++index, tableName)
       } else if (SharedHelper.isArray(currentProperty.type)) {
         const childSchema = currentProperty.items
         if (SharedHelper.isObject(childSchema.type)) {
-          await this.parseCreateStatement(childSchema, schemaName, tableName + '_' + key, ++index, tableName)
+          await this.parseCreateStatement(childSchema, pgSchemaName, tableName + '_' + key, ++index, tableName)
         } else {
           if (currentProperty.items.type !== undefined) {
             this.postgresSchemaCreate[currentIndex] +=
@@ -78,26 +78,26 @@ export default class JsonSchemaParser implements PostgresParser {
 
     if (SharedHelper.hasParent(parentName)) {
       this.postgresSchemaCreate[currentIndex] += `, "${parentName}id" bigint NOT NULL`
-      this.postgresSchemaCreate[currentIndex] += FOREGIN_KEY_STATEMENT(schemaName, tableName, parentName)
+      this.postgresSchemaCreate[currentIndex] += FOREGIN_KEY_STATEMENT(pgSchemaName, tableName, parentName)
     }
 
-    this.postgresSchemaCreate[currentIndex] += PRIMARY_KEY_STATEMENT(schemaName, tableName)
+    this.postgresSchemaCreate[currentIndex] += PRIMARY_KEY_STATEMENT(pgSchemaName, tableName)
     this.postgresSchemaCreate[currentIndex] += END_STATEMENT_CREATE
   }
 
   async parseInsertStatement (
     schema: any,
     data: any,
-    schemaName: string,
+    pgSchemaName: string,
     tableName: string,
     parentId: number,
     index: number = 0,
     parentName: string = ''
   ): Promise<string> {
     if (SharedHelper.isArray(schema.type)) {
-      await this.doParseInsertArray(schema.items, data, index, schemaName, tableName, parentId, parentName)
+      await this.doParseInsertArray(schema.items, data, index, pgSchemaName, tableName, parentId, parentName)
     } else if (SharedHelper.isObject(schema.type)) {
-      await this.doParseInsertObject(schema, data, index, schemaName, tableName, parentId, parentName)
+      await this.doParseInsertObject(schema, data, index, pgSchemaName, tableName, parentId, parentName)
     }
 
     let result: string = 'BEGIN;'
@@ -120,7 +120,7 @@ export default class JsonSchemaParser implements PostgresParser {
     schema: any,
     data: any[],
     index: number,
-    schemaName: string,
+    pgSchemaName: string,
     tableName: string,
     parentId: number,
     parentName: string = ''
@@ -128,7 +128,7 @@ export default class JsonSchemaParser implements PostgresParser {
     let element: any
     for (element of data) {
       const currentIndex = index
-      this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(schemaName, tableName) // Insertion
+      this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(pgSchemaName, tableName) // Insertion
       this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
       for (const key in schema.properties) {
         const currentProperty = schema.properties[key]
@@ -136,7 +136,7 @@ export default class JsonSchemaParser implements PostgresParser {
           await this.parseInsertStatement(
             currentProperty,
             element[key],
-            schemaName,
+            pgSchemaName,
             tableName + '_' + key,
             parentId,
             ++index,
@@ -148,7 +148,7 @@ export default class JsonSchemaParser implements PostgresParser {
             await this.parseInsertStatement(
               currentProperty,
               element[key],
-              schemaName,
+              pgSchemaName,
               tableName + '_' + key,
               parentId,
               ++index,
@@ -175,13 +175,13 @@ export default class JsonSchemaParser implements PostgresParser {
     schema: any,
     data: any,
     index: number,
-    schemaName: string,
+    pgSchemaName: string,
     tableName: string,
     parentId: number,
     parentName: string = ''
   ): Promise<any> {
     const currentIndex = index
-    this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(schemaName, tableName) // Insertion
+    this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(pgSchemaName, tableName) // Insertion
     this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
     for (const key in schema.properties) {
       const currentProperty = schema.properties[key]
@@ -189,7 +189,7 @@ export default class JsonSchemaParser implements PostgresParser {
         await this.parseInsertStatement(
           currentProperty,
           data[key],
-          schemaName,
+          pgSchemaName,
           tableName + '_' + key,
           parentId,
           ++index,
@@ -201,7 +201,7 @@ export default class JsonSchemaParser implements PostgresParser {
           await this.parseInsertStatement(
             currentProperty,
             data[key],
-            schemaName,
+            pgSchemaName,
             tableName + '_' + key,
             parentId,
             ++index,
diff --git a/storage/storage-mq/src/service/postgresParser.ts b/storage/storage-mq/src/service/postgresParser.ts
index 2b19424be..e60ea1d79 100644
--- a/storage/storage-mq/src/service/postgresParser.ts
+++ b/storage/storage-mq/src/service/postgresParser.ts
@@ -1,7 +1,7 @@
 export default interface PostgresParser {
   parseCreateStatement: (
     schema: any,
-    schemaName: string,
+    pgSchemaName: string,
     tableName: string,
     index?: number,
     parentName?: string
@@ -10,7 +10,7 @@ export default interface PostgresParser {
   parseInsertStatement: (
     schema: any,
     data: any,
-    schemaName: string,
+    pgSchemaName: string,
     tableName: string,
     parentId: number,
     index?: number,

From c8744759e7a4f1feb0cdaa46c51c58b7bdd70433 Mon Sep 17 00:00:00 2001
From: F3l1x <felix.mueller0998@gmx.de>
Date: Wed, 15 Dec 2021 09:12:47 +0100
Subject: [PATCH 38/38] Fixed all linter issues

---
 storage/storage-mq/cdct-consumer.sh           |   0
 storage/storage-mq/package-lock.json          |   7 +-
 storage/storage-mq/package.json               |   1 +
 .../src/api/pipelineConfigEventHandler.ts     |   8 +-
 .../src/api/pipelineExecutionEventHandler.ts  |   8 +-
 .../src/service/jsonSchemaParser.ts           | 430 ++++++++++++------
 .../storage-mq/src/service/postgresParser.ts  |  16 +-
 .../src/service/schemaToObjectParser.ts       |  48 ++
 .../src/service/schematoobjectparser.ts       |  41 --
 .../storage-mq/src/service/sharedHelper.ts    |  56 +++
 .../storage-mq/src/service/sharedhelper.ts    |  11 -
 .../postgresStorageContentRepository.ts       |  62 +--
 .../storageContentRepository.ts               |   4 +-
 .../postgresStorageStructureRepository.ts     |   3 +-
 .../storageStructureRepository.ts             |   4 +-
 storage/storage-mq/src/test/parser.test.ts    |  27 +-
 storage/storage-mq/src/test/testDataHelper.ts | 141 +++---
 17 files changed, 525 insertions(+), 342 deletions(-)
 mode change 100644 => 100755 storage/storage-mq/cdct-consumer.sh
 create mode 100644 storage/storage-mq/src/service/schemaToObjectParser.ts
 delete mode 100644 storage/storage-mq/src/service/schematoobjectparser.ts
 create mode 100644 storage/storage-mq/src/service/sharedHelper.ts
 delete mode 100644 storage/storage-mq/src/service/sharedhelper.ts

diff --git a/storage/storage-mq/cdct-consumer.sh b/storage/storage-mq/cdct-consumer.sh
old mode 100644
new mode 100755
diff --git a/storage/storage-mq/package-lock.json b/storage/storage-mq/package-lock.json
index 873cbaa08..5d5bf19b1 100644
--- a/storage/storage-mq/package-lock.json
+++ b/storage/storage-mq/package-lock.json
@@ -11,6 +11,7 @@
         "@jvalue/node-dry-amqp": "0.1.2",
         "@jvalue/node-dry-basics": "0.0.3",
         "@jvalue/node-dry-pg": "1.2.1",
+        "@types/json-schema": "^7.0.9",
         "cors": "^2.8.5",
         "express": "^4.17.1"
       },
@@ -1345,8 +1346,7 @@
     "node_modules/@types/json-schema": {
       "version": "7.0.9",
       "resolved": "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.9.tgz",
-      "integrity": "sha512-qcUXuemtEu+E5wZSJHNxUXeCZhAfXKQ41D+duX+VYPde7xyEVZci+/oXKJL13tnRs9lR2pr4fod59GT6/X1/yQ==",
-      "dev": true
+      "integrity": "sha512-qcUXuemtEu+E5wZSJHNxUXeCZhAfXKQ41D+duX+VYPde7xyEVZci+/oXKJL13tnRs9lR2pr4fod59GT6/X1/yQ=="
     },
     "node_modules/@types/json5": {
       "version": "0.0.29",
@@ -10958,8 +10958,7 @@
     "@types/json-schema": {
       "version": "7.0.9",
       "resolved": "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.9.tgz",
-      "integrity": "sha512-qcUXuemtEu+E5wZSJHNxUXeCZhAfXKQ41D+duX+VYPde7xyEVZci+/oXKJL13tnRs9lR2pr4fod59GT6/X1/yQ==",
-      "dev": true
+      "integrity": "sha512-qcUXuemtEu+E5wZSJHNxUXeCZhAfXKQ41D+duX+VYPde7xyEVZci+/oXKJL13tnRs9lR2pr4fod59GT6/X1/yQ=="
     },
     "@types/json5": {
       "version": "0.0.29",
diff --git a/storage/storage-mq/package.json b/storage/storage-mq/package.json
index 61834d731..00c0e1224 100644
--- a/storage/storage-mq/package.json
+++ b/storage/storage-mq/package.json
@@ -19,6 +19,7 @@
     "@jvalue/node-dry-amqp": "0.1.2",
     "@jvalue/node-dry-basics": "0.0.3",
     "@jvalue/node-dry-pg": "1.2.1",
+    "@types/json-schema": "^7.0.9",
     "cors": "^2.8.5",
     "express": "^4.17.1"
   },
diff --git a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
index 5b52898ea..1cf5a9cbb 100644
--- a/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineConfigEventHandler.ts
@@ -1,3 +1,4 @@
+import { JsonSchemaElementBase, isDefined } from '../service/sharedHelper';
 import { StorageStructureRepository } from '../storage-structure/storageStructureRepository';
 
 export class PipelineConfigEventHandler {
@@ -11,10 +12,7 @@ export class PipelineConfigEventHandler {
     await this.structureRepository.create(
       pipelineCreatedEvent.pipelineId.toString(),
     );
-    if (
-      pipelineCreatedEvent.schema !== undefined &&
-      pipelineCreatedEvent.schema != null
-    ) {
+    if (isDefined(pipelineCreatedEvent.schema)) {
       await this.structureRepository.createForSchema(
         pipelineCreatedEvent.schema,
         pipelineCreatedEvent.pipelineName +
@@ -35,7 +33,7 @@ export class PipelineConfigEventHandler {
 export interface PipelineCreatedEvent {
   pipelineId: number;
   pipelineName: string;
-  schema?: Record<string, unknown>;
+  schema?: JsonSchemaElementBase;
 }
 
 export interface PipelineDeletedEvent {
diff --git a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
index 40ef79f59..5de771bd7 100644
--- a/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
+++ b/storage/storage-mq/src/api/pipelineExecutionEventHandler.ts
@@ -1,3 +1,4 @@
+import { JsonSchemaElementBase, isDefined } from '../service/sharedHelper';
 import { StorageContentRepository } from '../storage-content/storageContentRepository';
 
 export class PipelineExecutionEventHandler {
@@ -14,10 +15,7 @@ export class PipelineExecutionEventHandler {
         data: pipelineExecutedEvent.data,
       },
     );
-    if (
-      pipelineExecutedEvent.schema !== undefined &&
-      pipelineExecutedEvent.schema != null
-    ) {
+    if (isDefined(pipelineExecutedEvent.schema)) {
       await this.contentRepository.saveContentForSchema(
         pipelineExecutedEvent.pipelineName +
           pipelineExecutedEvent.pipelineId.toString(),
@@ -36,6 +34,6 @@ export interface PipelineExecutedEvent {
   pipelineId: number;
   pipelineName: string;
   data: unknown;
-  schema?: Record<string, unknown>;
+  schema?: JsonSchemaElementBase;
   timestamp?: Date;
 }
diff --git a/storage/storage-mq/src/service/jsonSchemaParser.ts b/storage/storage-mq/src/service/jsonSchemaParser.ts
index 48e0130dd..f4487619f 100644
--- a/storage/storage-mq/src/service/jsonSchemaParser.ts
+++ b/storage/storage-mq/src/service/jsonSchemaParser.ts
@@ -1,245 +1,373 @@
-import PostgresParser from './postgresParser'
-import * as SharedHelper from './sharedhelper'
+import PostgresParser from './postgresParser';
+import * as SharedHelper from './sharedHelper';
 
-const CREATE_STATEMENT =
-(schema: string, table: string): string =>
-`CREATE TABLE IF NOT EXISTS "${schema}"."${table}" (` +
+const CREATE_STATEMENT = (schema: string, table: string): string =>
+  `CREATE TABLE IF NOT EXISTS "${schema}"."${table}" (` +
   '"id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY, ' +
-  '"createdAt" timestamp not null default CURRENT_TIMESTAMP'
+  '"createdAt" timestamp not null default CURRENT_TIMESTAMP';
 
 const INSERT_STATEMENT_COLUMNS = (schema: string, table: string): string =>
-  `INSERT INTO "${schema}"."${table}" (`
+  `INSERT INTO "${schema}"."${table}" (`;
 
-const INSERT_CONTENT_STATEMENT_VALUES = ') VALUES ('
+const INSERT_CONTENT_STATEMENT_VALUES = ') VALUES (';
 
-const PRIMARY_KEY_STATEMENT =
-(schema: string, table: string): string => `, CONSTRAINT "Data_pk_${schema}_${table}" PRIMARY KEY (id)`
+const PRIMARY_KEY_STATEMENT = (schema: string, table: string): string =>
+  `, CONSTRAINT "Data_pk_${schema}_${table}" PRIMARY KEY (id)`;
 
-const FOREGIN_KEY_STATEMENT =
-(schema: string, table: string, parentTable: string): string =>
-`, CONSTRAINT "Data_fk_${schema}_${table}" FOREIGN KEY (${parentTable}id)` +
-  `REFERENCES ${schema}.${parentTable}(id)`
+const FOREGIN_KEY_STATEMENT = (
+  schema: string,
+  table: string,
+  parentTable: string,
+): string =>
+  `, CONSTRAINT "Data_fk_${schema}_${table}" FOREIGN KEY (${parentTable}id)` +
+  `REFERENCES ${schema}.${parentTable}(id)`;
 
-const END_STATEMENT_CREATE = ')'
+const END_STATEMENT_CREATE = ')';
 
-const END_STATEMENT_INSERT = ') RETURNING *;'
+const END_STATEMENT_INSERT = ') RETURNING *;';
 
-const PG_TYPES: any = { string: 'text', number: 'integer', boolean: 'boolean' }
+const PG_TYPES: Record<string, string> = {
+  string: 'text',
+  number: 'integer',
+  boolean: 'boolean',
+};
 
 export default class JsonSchemaParser implements PostgresParser {
-  private postgresSchemaCreate: string[] = []
-  private postgresSchemaInsertColumns: string[] = []
-  private postgresSchemaInsertValues: string[] = []
+  private postgresSchemaCreate: string[] = [];
+  private postgresSchemaInsertColumns: string[] = [];
+  private postgresSchemaInsertValues: string[] = [];
 
-  async parseCreateStatement (
-    schema: any,
+  async parseCreateStatement(
+    schema: SharedHelper.JsonSchemaElementBase,
     pgSchemaName: string,
     tableName: string,
-    index: number = 0,
-    parentName: string = ''
+    index = 0,
+    parentName = '',
   ): Promise<string[]> {
-    if (SharedHelper.isArray(schema.type)) {
-      await this.doParseCreate(schema.items, index, pgSchemaName, tableName, parentName)
-    } else if (SharedHelper.isObject(schema.type)) {
-      await this.doParseCreate(schema, index, pgSchemaName, tableName, parentName)
+    if (SharedHelper.isArray(schema)) {
+      await this.doParseCreate(
+        schema.items,
+        index,
+        pgSchemaName,
+        tableName,
+        parentName,
+      );
+    } else if (SharedHelper.isObject(schema)) {
+      await this.doParseCreate(
+        schema,
+        index,
+        pgSchemaName,
+        tableName,
+        parentName,
+      );
     }
 
-    return this.postgresSchemaCreate
+    return this.postgresSchemaCreate;
   }
 
-  async doParseCreate (
-    schema: any,
+  async doParseCreate(
+    schema: SharedHelper.JsonSchemaElementBase,
     index: number,
     pgSchemaName: string,
     tableName: string,
-    parentName: string = ''
+    parentName = '',
   ): Promise<void> {
-    const currentIndex = index
-    this.postgresSchemaCreate[currentIndex] = CREATE_STATEMENT(pgSchemaName, tableName)
+    const currentIndex = index;
+    this.postgresSchemaCreate[currentIndex] = CREATE_STATEMENT(
+      pgSchemaName,
+      tableName,
+    );
 
-    for (const key in schema.properties) {
-      const currentProperty = schema.properties[key]
-      if (SharedHelper.isObject(currentProperty.type)) {
-        await this.parseCreateStatement(currentProperty, pgSchemaName, tableName + '_' + key, ++index, tableName)
-      } else if (SharedHelper.isArray(currentProperty.type)) {
-        const childSchema = currentProperty.items
-        if (SharedHelper.isObject(childSchema.type)) {
-          await this.parseCreateStatement(childSchema, pgSchemaName, tableName + '_' + key, ++index, tableName)
-        } else {
-          if (currentProperty.items.type !== undefined) {
-            this.postgresSchemaCreate[currentIndex] +=
-            `, "${key}" ${PG_TYPES[currentProperty.items.type]}[]`
+    if (SharedHelper.isObject(schema)) {
+      for (const key in schema.properties) {
+        if (Object.prototype.hasOwnProperty.call(schema.properties, key)) {
+          const currentProperty = schema.properties[key];
+          if (SharedHelper.isObject(currentProperty)) {
+            await this.parseCreateStatement(
+              currentProperty,
+              pgSchemaName,
+              tableName + '_' + key,
+              ++index,
+              tableName,
+            );
+          } else if (SharedHelper.isArray(currentProperty)) {
+            const childSchema = currentProperty.items;
+            if (SharedHelper.isObject(childSchema)) {
+              await this.parseCreateStatement(
+                childSchema,
+                pgSchemaName,
+                tableName + '_' + key,
+                ++index,
+                tableName,
+              );
+            } else {
+              if (currentProperty.items.type !== undefined) {
+                this.postgresSchemaCreate[currentIndex] += `, "${key}" ${
+                  PG_TYPES[currentProperty.items.type as string]
+                }[]`;
+              }
+            }
+          } else {
+            this.postgresSchemaCreate[currentIndex] += `, "${key}" ${
+              PG_TYPES[currentProperty.type]
+            }`;
           }
         }
-      } else {
-        this.postgresSchemaCreate[currentIndex] += `, "${key}" ${PG_TYPES[currentProperty.type]}`
       }
     }
+    // TODO else if array AND else simple datatype
 
     if (SharedHelper.hasParent(parentName)) {
-      this.postgresSchemaCreate[currentIndex] += `, "${parentName}id" bigint NOT NULL`
-      this.postgresSchemaCreate[currentIndex] += FOREGIN_KEY_STATEMENT(pgSchemaName, tableName, parentName)
+      this.postgresSchemaCreate[
+        currentIndex
+      ] += `, "${parentName}id" bigint NOT NULL`;
+      this.postgresSchemaCreate[currentIndex] += FOREGIN_KEY_STATEMENT(
+        pgSchemaName,
+        tableName,
+        parentName,
+      );
     }
 
-    this.postgresSchemaCreate[currentIndex] += PRIMARY_KEY_STATEMENT(pgSchemaName, tableName)
-    this.postgresSchemaCreate[currentIndex] += END_STATEMENT_CREATE
+    this.postgresSchemaCreate[currentIndex] += PRIMARY_KEY_STATEMENT(
+      pgSchemaName,
+      tableName,
+    );
+    this.postgresSchemaCreate[currentIndex] += END_STATEMENT_CREATE;
   }
 
-  async parseInsertStatement (
-    schema: any,
-    data: any,
+  async parseInsertStatement(
+    schema: SharedHelper.JsonSchemaElementBase,
+    data: unknown,
     pgSchemaName: string,
     tableName: string,
     parentId: number,
-    index: number = 0,
-    parentName: string = ''
+    index = 0,
+    parentName = '',
   ): Promise<string> {
-    if (SharedHelper.isArray(schema.type)) {
-      await this.doParseInsertArray(schema.items, data, index, pgSchemaName, tableName, parentId, parentName)
-    } else if (SharedHelper.isObject(schema.type)) {
-      await this.doParseInsertObject(schema, data, index, pgSchemaName, tableName, parentId, parentName)
+    if (SharedHelper.isArray(schema)) {
+      await this.doParseInsertArray(
+        schema.items,
+        data as unknown[],
+        index,
+        pgSchemaName,
+        tableName,
+        parentId,
+        parentName,
+      );
+    } else if (SharedHelper.isObject(schema)) {
+      await this.doParseInsertObject(
+        schema,
+        data,
+        index,
+        pgSchemaName,
+        tableName,
+        parentId,
+        parentName,
+      );
     }
 
-    let result: string = 'BEGIN;'
+    let result = 'BEGIN;';
     this.postgresSchemaInsertColumns.forEach((insertColumnString, index) => {
       if (insertColumnString.charAt(insertColumnString.length - 1) === ',') {
-        result += insertColumnString.slice(0, -1) + // drops the unnecessary comma
-          this.postgresSchemaInsertValues[index].slice(0, -1) + // drops the unnecessary comma
-          END_STATEMENT_INSERT
+        result +=
+          insertColumnString.slice(0, -1) + // Drops the unnecessary comma
+          this.postgresSchemaInsertValues[index].slice(0, -1) + // Drops the unnecessary comma
+          END_STATEMENT_INSERT;
       } else {
-        result += insertColumnString +
+        result +=
+          insertColumnString +
           this.postgresSchemaInsertValues[index] +
-          END_STATEMENT_INSERT
+          END_STATEMENT_INSERT;
       }
-    })
-    result += 'END;'
-    return result
+    });
+    result += 'END;';
+    return result;
   }
 
-  async doParseInsertArray (
-    schema: any,
-    data: any[],
+  async doParseInsertArray(
+    schema: SharedHelper.JsonSchemaElementBase,
+    data: unknown[],
     index: number,
     pgSchemaName: string,
     tableName: string,
     parentId: number,
-    parentName: string = ''
+    parentName = '',
   ): Promise<void> {
-    let element: any
+    let element: unknown;
     for (element of data) {
-      const currentIndex = index
-      this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(pgSchemaName, tableName) // Insertion
-      this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
-      for (const key in schema.properties) {
-        const currentProperty = schema.properties[key]
-        if (SharedHelper.isObject(currentProperty.type)) {
-          await this.parseInsertStatement(
-            currentProperty,
-            element[key],
-            pgSchemaName,
-            tableName + '_' + key,
-            parentId,
-            ++index,
-            tableName
-          )
-        } else if (SharedHelper.isArray(currentProperty.type)) {
-          const childSchema = currentProperty.items
-          if (SharedHelper.isObject(childSchema.type)) {
-            await this.parseInsertStatement(
-              currentProperty,
-              element[key],
-              pgSchemaName,
-              tableName + '_' + key,
-              parentId,
-              ++index,
-              tableName
-            )
-          } else {
-            if (currentProperty.items.type !== undefined) {
-              this.addToInsertArrays(currentIndex, key, element[key], `${currentProperty.items.type}[]`)
+      const currentIndex = index;
+      this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(
+        pgSchemaName,
+        tableName,
+      ); // Insertion
+      this.postgresSchemaInsertValues[currentIndex] =
+        INSERT_CONTENT_STATEMENT_VALUES;
+
+      if (SharedHelper.isObject(schema)) {
+        for (const key in schema.properties) {
+          if (Object.prototype.hasOwnProperty.call(schema.properties, key)) {
+            const currentProperty = schema.properties[key];
+            if (SharedHelper.isObject(currentProperty)) {
+              await this.parseInsertStatement(
+                currentProperty,
+                (element as Record<string, unknown>)[key],
+                pgSchemaName,
+                tableName + '_' + key,
+                parentId,
+                ++index,
+                tableName,
+              );
+            } else if (SharedHelper.isArray(currentProperty)) {
+              const childSchema = currentProperty.items;
+              if (SharedHelper.isObject(childSchema)) {
+                await this.parseInsertStatement(
+                  currentProperty,
+                  (element as Record<string, unknown>)[key],
+                  pgSchemaName,
+                  tableName + '_' + key,
+                  parentId,
+                  ++index,
+                  tableName,
+                );
+              } else {
+                if (currentProperty.items.type !== undefined) {
+                  this.addToInsertArrays(
+                    currentIndex,
+                    key,
+                    (element as Record<string, unknown>)[key],
+                    `${currentProperty.items.type}[]`,
+                  );
+                }
+              }
+            } else {
+              this.addToInsertArrays(
+                currentIndex,
+                key,
+                (element as Record<string, unknown>)[key],
+                currentProperty.type,
+              );
             }
           }
-        } else {
-          this.addToInsertArrays(currentIndex, key, element[key], currentProperty.type)
         }
       }
+      // TODO else if array AND else simple datatype
+
       if (parentName !== '') {
-        this.addToInsertArrays(currentIndex, parentName + 'id', parentId, 'number')
+        this.addToInsertArrays(
+          currentIndex,
+          parentName + 'id',
+          parentId,
+          'number',
+        );
       }
-      index = await this.asyncIncrement(index)
-      parentId = await this.asyncIncParent(parentId, parentName)
+      index = await this.asyncIncrement(index);
+      parentId = await this.asyncIncParent(parentId, parentName);
     }
   }
 
-  async doParseInsertObject (
-    schema: any,
-    data: any,
+  async doParseInsertObject(
+    schema: SharedHelper.JsonSchemaElementObject,
+    data: unknown,
     index: number,
     pgSchemaName: string,
     tableName: string,
     parentId: number,
-    parentName: string = ''
-  ): Promise<any> {
-    const currentIndex = index
-    this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(pgSchemaName, tableName) // Insertion
-    this.postgresSchemaInsertValues[currentIndex] = INSERT_CONTENT_STATEMENT_VALUES
+    parentName = '',
+  ): Promise<void> {
+    const currentIndex = index;
+    this.postgresSchemaInsertColumns[currentIndex] = INSERT_STATEMENT_COLUMNS(
+      pgSchemaName,
+      tableName,
+    ); // Insertion
+    this.postgresSchemaInsertValues[currentIndex] =
+      INSERT_CONTENT_STATEMENT_VALUES;
     for (const key in schema.properties) {
-      const currentProperty = schema.properties[key]
-      if (SharedHelper.isObject(currentProperty.type)) {
-        await this.parseInsertStatement(
-          currentProperty,
-          data[key],
-          pgSchemaName,
-          tableName + '_' + key,
-          parentId,
-          ++index,
-          tableName
-        )
-      } else if (SharedHelper.isArray(currentProperty.type)) {
-        const childSchema = currentProperty.items
-        if (SharedHelper.isObject(childSchema.type)) {
+      if (Object.prototype.hasOwnProperty.call(schema.properties, key)) {
+        const currentProperty = schema.properties[key];
+        if (SharedHelper.isObject(currentProperty)) {
           await this.parseInsertStatement(
             currentProperty,
-            data[key],
+            (data as Record<string, unknown>)[key],
             pgSchemaName,
             tableName + '_' + key,
             parentId,
             ++index,
-            tableName
-          )
-        } else {
-          if (currentProperty.items.type !== undefined) {
-            this.addToInsertArrays(currentIndex, key, data[key], `${currentProperty.items.type}[]`)
+            tableName,
+          );
+        } else if (SharedHelper.isArray(currentProperty)) {
+          const childSchema = currentProperty.items;
+          if (SharedHelper.isObject(childSchema)) {
+            await this.parseInsertStatement(
+              currentProperty,
+              (data as Record<string, unknown>)[key],
+              pgSchemaName,
+              tableName + '_' + key,
+              parentId,
+              ++index,
+              tableName,
+            );
+          } else {
+            if (currentProperty.items.type !== undefined) {
+              this.addToInsertArrays(
+                currentIndex,
+                key,
+                (data as Record<string, unknown>)[key],
+                `${currentProperty.items.type}[]`,
+              );
+            }
           }
+        } else {
+          this.addToInsertArrays(
+            currentIndex,
+            key,
+            (data as Record<string, unknown>)[key],
+            currentProperty.type,
+          );
         }
-      } else {
-        this.addToInsertArrays(currentIndex, key, data[key], currentProperty.type)
       }
     }
     if (parentName !== '') {
-      this.addToInsertArrays(currentIndex, parentName + 'id', parentId, 'number')
+      this.addToInsertArrays(
+        currentIndex,
+        parentName + 'id',
+        parentId,
+        'number',
+      );
     }
   }
 
-  addToInsertArrays (index: number, key: string, value: any, type: string): void {
-    this.postgresSchemaInsertColumns[index] += `"${key}",`
+  addToInsertArrays(
+    index: number,
+    key: string,
+    value: unknown,
+    type: string,
+  ): void {
+    this.postgresSchemaInsertColumns[index] += `"${key}",`;
     if (value === undefined) {
-      value = null
+      value = null;
     }
     if (type.includes('[]')) {
-      this.postgresSchemaInsertValues[index] += `'{"${value}"}',`
+      // TODO testing if (value as string) works, or some other way without using eslint-disable
+      // eslint-disable-next-line @typescript-eslint/restrict-template-expressions
+      this.postgresSchemaInsertValues[index] += `'{"${value}"}',`;
     } else if (type === 'number') {
-      this.postgresSchemaInsertValues[index] += `${value},`
+      // TODO testing if (value as string) works, or some other way without using eslint-disable
+      // eslint-disable-next-line @typescript-eslint/restrict-template-expressions
+      this.postgresSchemaInsertValues[index] += `${value},`;
     } else {
-      this.postgresSchemaInsertValues[index] += `'${value}',`
+      // TODO testing if (value as string) works, or some other way without using eslint-disable
+      // eslint-disable-next-line @typescript-eslint/restrict-template-expressions
+      this.postgresSchemaInsertValues[index] += `'${value}',`;
     }
   }
 
-  async asyncIncrement (value: number): Promise<number> {
-    return ++value
+  // eslint-disable-next-line @typescript-eslint/require-await
+  async asyncIncrement(value: number): Promise<number> {
+    return ++value;
   }
 
-  async asyncIncParent (value: number, name: string): Promise<number> {
-    return (name === '') ? ++value : value
+  // eslint-disable-next-line @typescript-eslint/require-await
+  async asyncIncParent(value: number, name: string): Promise<number> {
+    return name === '' ? ++value : value;
   }
 }
diff --git a/storage/storage-mq/src/service/postgresParser.ts b/storage/storage-mq/src/service/postgresParser.ts
index e60ea1d79..4d007c20e 100644
--- a/storage/storage-mq/src/service/postgresParser.ts
+++ b/storage/storage-mq/src/service/postgresParser.ts
@@ -1,19 +1,21 @@
+import { JsonSchemaElementBase } from './sharedHelper';
+
 export default interface PostgresParser {
   parseCreateStatement: (
-    schema: any,
+    schema: JsonSchemaElementBase,
     pgSchemaName: string,
     tableName: string,
     index?: number,
-    parentName?: string
-  ) => Promise<string[]>
+    parentName?: string,
+  ) => Promise<string[]>;
 
   parseInsertStatement: (
-    schema: any,
-    data: any,
+    schema: JsonSchemaElementBase,
+    data: unknown,
     pgSchemaName: string,
     tableName: string,
     parentId: number,
     index?: number,
-    parentName?: string
-  ) => Promise<string>
+    parentName?: string,
+  ) => Promise<string>;
 }
diff --git a/storage/storage-mq/src/service/schemaToObjectParser.ts b/storage/storage-mq/src/service/schemaToObjectParser.ts
new file mode 100644
index 000000000..c14df06d1
--- /dev/null
+++ b/storage/storage-mq/src/service/schemaToObjectParser.ts
@@ -0,0 +1,48 @@
+import * as SharedHelper from './sharedHelper';
+
+export default class SchemaToObjectParser {
+  async parse(
+    schema: SharedHelper.JsonSchemaElementBase,
+  ): Promise<{ [key: string]: string | Record<string, unknown> }> {
+    let parsedSchema: { [key: string]: string | Record<string, unknown> } = {};
+    if (SharedHelper.isArray(schema)) {
+      parsedSchema = await this.doParse(schema.items);
+    } else if (SharedHelper.isObject(schema)) {
+      parsedSchema = await this.doParse(schema);
+    }
+
+    return parsedSchema;
+  }
+
+  async doParse(
+    schema: SharedHelper.JsonSchemaElementBase,
+  ): Promise<{ [key: string]: string | Record<string, unknown> }> {
+    const parsedSchema: { [key: string]: string | Record<string, unknown> } =
+      {};
+    if (SharedHelper.isObject(schema)) {
+      for (const key in schema.properties) {
+        if (Object.prototype.hasOwnProperty.call(schema.properties, key)) {
+          const currentProperty = schema.properties[key];
+          if (SharedHelper.isObject(currentProperty)) {
+            parsedSchema[key] = await this.doParse(currentProperty);
+          } else if (SharedHelper.isArray(currentProperty)) {
+            const childSchema = currentProperty.items;
+            if (SharedHelper.isObject(childSchema)) {
+              parsedSchema[key] = await this.doParse(childSchema);
+            } else {
+              if (currentProperty.items.type !== undefined) {
+                const type: string = currentProperty.items.type;
+                parsedSchema[key] = type + '[]';
+              }
+            }
+          } else {
+            parsedSchema[key] = currentProperty.type;
+          }
+        }
+      }
+    }
+    // TODO else array etc (if that should be supported)
+
+    return parsedSchema;
+  }
+}
diff --git a/storage/storage-mq/src/service/schematoobjectparser.ts b/storage/storage-mq/src/service/schematoobjectparser.ts
deleted file mode 100644
index 27ddddf57..000000000
--- a/storage/storage-mq/src/service/schematoobjectparser.ts
+++ /dev/null
@@ -1,41 +0,0 @@
-import * as SharedHelper from './sharedhelper'
-
-export default class SchemaToObjectParser {
-  async parse (
-    schema: any
-  ): Promise<{[key: string]: string|object} > {
-    let parsedSchema: {[key: string]: string|object} = {}
-    if (SharedHelper.isArray(schema.type)) {
-      parsedSchema = await this.doParse(schema.items)
-    } else if (SharedHelper.isObject(schema.type)) {
-      parsedSchema = await this.doParse(schema)
-    }
-
-    return parsedSchema
-  }
-
-  async doParse (
-    schema: any
-  ): Promise<{[key: string]: string|object}> {
-    const parsedSchema: {[key: string]: string|object} = {}
-    for (const key in schema.properties) {
-      const currentProperty = schema.properties[key]
-      if (SharedHelper.isObject(currentProperty.type)) {
-        parsedSchema[key] = await this.doParse(currentProperty)
-      } else if (SharedHelper.isArray(currentProperty.type)) {
-        const childSchema = currentProperty.items
-        if (SharedHelper.isObject(childSchema.type)) {
-          parsedSchema[key] = await this.doParse(childSchema)
-        } else {
-          if (currentProperty.items.type !== undefined) {
-            const type: string = currentProperty.items.type
-            parsedSchema[key] = type + '[]'
-          }
-        }
-      } else {
-        parsedSchema[key] = currentProperty.type
-      }
-    }
-    return parsedSchema
-  }
-}
diff --git a/storage/storage-mq/src/service/sharedHelper.ts b/storage/storage-mq/src/service/sharedHelper.ts
new file mode 100644
index 000000000..9562f55a1
--- /dev/null
+++ b/storage/storage-mq/src/service/sharedHelper.ts
@@ -0,0 +1,56 @@
+export function hasParent(parent: string): boolean {
+  return parent !== '';
+}
+
+export function isArray(
+  value: JsonSchemaElementBase,
+): value is JsonSchemaElementArray {
+  return value.type === 'array';
+}
+
+export function isObject(
+  value: JsonSchemaElementBase,
+): value is JsonSchemaElementObject {
+  return value.type === 'object';
+}
+
+export function isDefined<T>(val: T | undefined | null): val is T {
+  return val !== undefined && val != null;
+}
+
+type JsonSchemaTypes =
+  | 'string'
+  | 'number'
+  | 'integer'
+  | 'object'
+  | 'array'
+  | 'null'
+  | 'boolean';
+
+// TODO perhaps support additional params, like enums: https://github.com/DefinitelyTyped/DefinitelyTyped/blob/master/types/json-schema/index.d.ts
+// The package above was not used due to consisting of only one interface with every possible attribute as optional -> type-guards useless due to additionally required undefined check
+
+export interface JsonSchemaElementBase {
+  $schema?: string;
+  $id: string;
+  type: JsonSchemaTypes;
+  // Object and array specific parameters
+  additionalItems?: boolean;
+  additionalProperties?: boolean;
+  required?: string[];
+  properties?: Record<string, JsonSchemaElementBase>;
+  items?: JsonSchemaElementBase;
+}
+
+export interface JsonSchemaElementObject extends JsonSchemaElementBase {
+  type: 'object';
+  additionalProperties?: boolean;
+  required?: string[];
+  properties: Record<string, JsonSchemaElementBase>;
+}
+
+export interface JsonSchemaElementArray extends JsonSchemaElementBase {
+  type: 'array';
+  additionalItems?: boolean;
+  items: JsonSchemaElementBase;
+}
diff --git a/storage/storage-mq/src/service/sharedhelper.ts b/storage/storage-mq/src/service/sharedhelper.ts
deleted file mode 100644
index ad31d77b4..000000000
--- a/storage/storage-mq/src/service/sharedhelper.ts
+++ /dev/null
@@ -1,11 +0,0 @@
-export function hasParent (parent: string): boolean {
-  return parent !== ''
-}
-
-export function isArray (value: string): boolean {
-  return value === 'array'
-}
-
-export function isObject (value: string): boolean {
-  return value === 'object'
-}
diff --git a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
index 3d94ba787..a9acf51bb 100644
--- a/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
+++ b/storage/storage-mq/src/storage-content/postgresStorageContentRepository.ts
@@ -4,6 +4,7 @@ import { ClientBase, QueryResult } from 'pg';
 import { POSTGRES_SCHEMA } from '../env';
 import JsonSchemaParser from '../service/jsonSchemaParser';
 import PostgresParser from '../service/postgresParser';
+import { isDefined } from '../service/sharedHelper';
 
 import {
   InsertStorageContent,
@@ -144,34 +145,39 @@ export class PostgresStorageContentRepository
     tableIdentifier: string,
     content: InsertStorageContent,
   ): Promise<number> {
-    return await this.postgresClient.transaction(async (client) => {
-      const jsonSchemaParser: PostgresParser = new JsonSchemaParser();
-      const resultSet: QueryResult<DatabaseStorageContent> = await client.query(
-        GET_LAST_ELEMENT_STATEMENT(tableIdentifier),
-      );
-      const nextId =
-        resultSet.rowCount === 0
-          ? 1
-          : Number.parseInt(resultSet.rows[0].id, 10) + 1;
-
-      /**
-       * When passed an array as value, pg assumes the value is meant to be a native Postgres array
-       * and therefore fails with a "invalid input syntax for type json" error when the target field
-       * is actually of type jsob/jsonb.
-       *
-       * Ref: https://github.com/brianc/node-postgres/issues/2012
-       */
-      const insertStatement: string =
-        await jsonSchemaParser.parseInsertStatement(
-          content.schema,
-          content.data,
-          POSTGRES_SCHEMA,
-          tableIdentifier,
-          nextId,
-        );
-      await client.query(insertStatement);
-      return nextId;
-    });
+    // TODO what to do in case schema missing (for now throw error)
+    if (isDefined(content.schema)) {
+      // Used this due to type guard check not extending into the returned function -> would be required in there (again)
+      const schema = content.schema;
+      return await this.postgresClient.transaction(async (client) => {
+        const jsonSchemaParser: PostgresParser = new JsonSchemaParser();
+        const resultSet: QueryResult<DatabaseStorageContent> =
+          await client.query(GET_LAST_ELEMENT_STATEMENT(tableIdentifier));
+        const nextId =
+          resultSet.rowCount === 0
+            ? 1
+            : Number.parseInt(resultSet.rows[0].id, 10) + 1;
+
+        /**
+         * When passed an array as value, pg assumes the value is meant to be a native Postgres array
+         * and therefore fails with a "invalid input syntax for type json" error when the target field
+         * is actually of type jsob/jsonb.
+         *
+         * Ref: https://github.com/brianc/node-postgres/issues/2012
+         */
+        const insertStatement: string =
+          await jsonSchemaParser.parseInsertStatement(
+            schema,
+            content.data,
+            POSTGRES_SCHEMA,
+            tableIdentifier,
+            nextId,
+          );
+        await client.query(insertStatement);
+        return nextId;
+      });
+    }
+    throw new Error('Missing schema!');
   }
 
   private toStorageContents(
diff --git a/storage/storage-mq/src/storage-content/storageContentRepository.ts b/storage/storage-mq/src/storage-content/storageContentRepository.ts
index add8be572..e055efb8a 100644
--- a/storage/storage-mq/src/storage-content/storageContentRepository.ts
+++ b/storage/storage-mq/src/storage-content/storageContentRepository.ts
@@ -1,3 +1,5 @@
+import { JsonSchemaElementBase } from '../service/sharedHelper';
+
 export interface StorageContentRepository {
   getAllContent: (
     tableIdentifier: string,
@@ -27,5 +29,5 @@ export interface InsertStorageContent {
   pipelineId: number;
   timestamp: Date;
   data: unknown;
-  schema?: Record<string, unknown>;
+  schema?: JsonSchemaElementBase;
 }
diff --git a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
index 815a08b9a..825e79814 100644
--- a/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
+++ b/storage/storage-mq/src/storage-structure/postgresStorageStructureRepository.ts
@@ -3,6 +3,7 @@ import { PostgresClient } from '@jvalue/node-dry-pg';
 import { POSTGRES_SCHEMA } from '../env';
 import JsonSchemaParser from '../service/jsonSchemaParser';
 import PostgresParser from '../service/postgresParser';
+import { JsonSchemaElementBase } from '../service/sharedHelper';
 
 import { StorageStructureRepository } from './storageStructureRepository';
 
@@ -36,7 +37,7 @@ export class PostgresStorageStructureRepository
   }
 
   async createForSchema(
-    schema: Record<string, unknown>,
+    schema: JsonSchemaElementBase,
     tableName: string,
   ): Promise<void> {
     const jsonSchemaParser: PostgresParser = new JsonSchemaParser();
diff --git a/storage/storage-mq/src/storage-structure/storageStructureRepository.ts b/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
index f79dc7041..51a931ebf 100644
--- a/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
+++ b/storage/storage-mq/src/storage-structure/storageStructureRepository.ts
@@ -1,7 +1,9 @@
+import { JsonSchemaElementBase } from '../service/sharedHelper';
+
 export interface StorageStructureRepository {
   create: (tableIdentifier: string) => Promise<void>;
   createForSchema: (
-    schema: Record<string, unknown>,
+    schema: JsonSchemaElementBase,
     tableName: string,
   ) => Promise<void>;
   delete: (tableIdentifier: string) => Promise<void>;
diff --git a/storage/storage-mq/src/test/parser.test.ts b/storage/storage-mq/src/test/parser.test.ts
index b77f74efc..be73d5947 100644
--- a/storage/storage-mq/src/test/parser.test.ts
+++ b/storage/storage-mq/src/test/parser.test.ts
@@ -1,18 +1,23 @@
-import PostgresParser from 'src/service/postgresParser'
-import JsonSchemaParser from '../service/jsonSchemaParser'
-// import SchemaToObjectParser from '../service/schematoobjectparser'
-import * as testData from './testDataHelper'
+import JsonSchemaParser from '../service/jsonSchemaParser';
+import PostgresParser from '../service/postgresParser';
+
+// Import SchemaToObjectParser from '../service/schematoobjectparser'
+import * as testData from './testDataHelper';
 
 describe('schema generation', () => {
   test('return valid jsonschema for Pegel based on the ontology schema', async () => {
-    const jsonSchemaParser: PostgresParser = new JsonSchemaParser()
-    const response =
-      await jsonSchemaParser.parseCreateStatement(testData.JSONSchemaPegelComplete, 'TESTSCHEMA', 'TESTTABLE')
-    expect(response[0]).toEqual(testData.PostgresSchemaPegelCreate[0])
-  })
-})
+    const jsonSchemaParser: PostgresParser = new JsonSchemaParser();
+    const response = await jsonSchemaParser.parseCreateStatement(
+      testData.JSONSchemaPegelComplete,
+      'TESTSCHEMA',
+      'TESTTABLE',
+    );
+    expect(response[0]).toEqual(testData.PostgresSchemaPegelCreate[0]);
+  });
+});
 
-/* describe('schema generation', () => {
+// TODO additional tests
+/* Describe('schema generation', () => {
   test('return valid jsonschema for Pegel based on the ontology schema', async () => {
     const schemaParser = new SchemaParser()
     const response =
diff --git a/storage/storage-mq/src/test/testDataHelper.ts b/storage/storage-mq/src/test/testDataHelper.ts
index c57bb686a..54a8a789e 100644
--- a/storage/storage-mq/src/test/testDataHelper.ts
+++ b/storage/storage-mq/src/test/testDataHelper.ts
@@ -1,55 +1,47 @@
+import { JsonSchemaElementArray } from '../service/sharedHelper';
+
 export const JSONSchemaOrdngungsamtComplete = {
   $schema: 'schema-recommendation/jsonschema/parser',
   $id: '#/root',
   type: 'object',
   additionalProperties: true,
-  required: [
-    'messages',
-    'results',
-    'index'
-  ],
+  required: ['messages', 'results', 'index'],
   properties: {
     messages: {
       $id: '#/root/messages',
       type: 'object',
       additionalProperties: true,
-      required: [
-        'messages',
-        'success'
-      ],
+      required: ['messages', 'success'],
       properties: {
         messages: {
           $id: '#/root/messages/messages',
           type: 'array',
           additionalItems: true,
           items: {
-            $id: '#/root/messages/messages/items'
-          }
+            $id: '#/root/messages/messages/items',
+          },
         },
         success: {
           $id: '#/root/messages/success',
-          type: 'boolean'
-        }
-      }
+          type: 'boolean',
+        },
+      },
     },
     results: {
       $id: '#/root/results',
       type: 'object',
       additionalProperties: true,
-      required: [
-        'count',
-        'itemsPerPage'
-      ],
+      required: ['count', 'itemsPerPage'],
       properties: {
         count: {
           $id: '#/root/results/count',
-          type: 'number'
+          type: 'number',
         },
         itemsPerPage: {
           $id: '#/root/results/itemsPerPage',
-          type: 'number'
-        }
-      }
+          type: 'number',
+        },
+      },
     },
     index: {
       $id: '#/root/index',
@@ -65,7 +57,7 @@ export const JSONSchemaOrdngungsamtComplete = {
           'betreff',
           'erstellungsDatum',
           'status',
-          'sachverhalt'
+          'sachverhalt',
         ],
         properties: {
           meldungsNummern: {
@@ -74,36 +66,36 @@ export const JSONSchemaOrdngungsamtComplete = {
             additionalItems: true,
             items: {
               $id: '#/root/index/items/meldungsNummern/items',
-              type: 'string'
-            }
+              type: 'string',
+            },
           },
           bezirk: {
             $id: '#/root/index/items/bezirk',
-            type: 'string'
+            type: 'string',
           },
           betreff: {
             $id: '#/root/index/items/betreff',
-            type: 'string'
+            type: 'string',
           },
           erstellungsDatum: {
             $id: '#/root/index/items/erstellungsDatum',
-            type: 'string'
+            type: 'string',
           },
           status: {
             $id: '#/root/index/items/status',
-            type: 'string'
+            type: 'string',
           },
           sachverhalt: {
             $id: '#/root/index/items/sachverhalt',
-            type: 'string'
-          }
-        }
-      }
-    }
-  }
-}
+            type: 'string',
+          },
+        },
+      },
+    },
+  },
+};
 
-export const JSONSchemaPegelComplete = {
+export const JSONSchemaPegelComplete: JsonSchemaElementArray = {
   $schema: 'schema-recommendation/jsonschema/parser',
   $id: '#/root',
   type: 'array',
@@ -121,71 +113,68 @@ export const JSONSchemaPegelComplete = {
       'agency',
       'longitude',
       'latitude',
-      'water'
+      'water',
     ],
     properties: {
       uuid: {
         $id: '#/root/items/uuid',
-        type: 'string'
+        type: 'string',
       },
       number: {
         $id: '#/root/items/number',
-        type: 'string'
+        type: 'string',
       },
       shortname: {
         $id: '#/root/items/shortname',
-        type: 'string'
+        type: 'string',
       },
       longname: {
         $id: '#/root/items/longname',
-        type: 'string'
+        type: 'string',
       },
       km: {
         $id: '#/root/items/km',
-        type: 'number'
+        type: 'number',
       },
       agency: {
         $id: '#/root/items/agency',
-        type: 'string'
+        type: 'string',
       },
       longitude: {
         $id: '#/root/items/longitude',
-        type: 'number'
+        type: 'number',
       },
       latitude: {
         $id: '#/root/items/latitude',
-        type: 'number'
+        type: 'number',
       },
       water: {
         $id: '#/root/items/water',
         type: 'object',
         additionalProperties: true,
-        required: [
-          'shortname',
-          'longname'
-        ],
+        required: ['shortname', 'longname'],
         properties: {
           shortname: {
             $id: '#/root/items/water/shortname',
-            type: 'string'
+            type: 'string',
           },
           longname: {
             $id: '#/root/items/water/longname',
-            type: 'string'
-          }
-        }
-      }
-    }
-  }
-}
+            type: 'string',
+          },
+        },
+      },
+    },
+  },
+};
 
 export const MultiCompleteOrdnungsamt = {
   messages: {
-    success: true
+    success: true,
   },
   results: {
     count: 1,
-    itemsPerPage: 2
+    itemsPerPage: 2,
   },
   index: [
     {
@@ -194,7 +183,7 @@ export const MultiCompleteOrdnungsamt = {
       betreff: 'FIRST',
       erstellungsDatum: 'FIRST',
       status: '9.56',
-      sachverhalt: 'WSA VERDEN'
+      sachverhalt: 'WSA VERDEN',
     },
     {
       meldungsNummern: ['Hallo', 'Welt'],
@@ -202,10 +191,10 @@ export const MultiCompleteOrdnungsamt = {
       betreff: 'SECOND',
       erstellungsDatum: 'SECOND',
       status: '9.56',
-      sachverhalt: 'WSA VERDEN'
-    }
-  ]
-}
+      sachverhalt: 'WSA VERDEN',
+    },
+  ],
+};
 
 export const MultiCompletePegel = [
   {
@@ -219,8 +208,8 @@ export const MultiCompletePegel = [
     latitude: 52.90406541008721,
     water: {
       shortname: 'FIRST',
-      longname: 'FIRST'
-    }
+      longname: 'FIRST',
+    },
   },
   {
     uuid: '2',
@@ -233,10 +222,10 @@ export const MultiCompletePegel = [
     latitude: 52.90406541008721,
     water: {
       shortname: 'SECOND',
-      longname: 'SECOND'
-    }
-  }
-]
+      longname: 'SECOND',
+    },
+  },
+];
 
 export const PostgresSchemaPegelCreate = [
   'CREATE TABLE IF NOT EXISTS "TESTSCHEMA"."TESTTABLE" (' +
@@ -245,18 +234,18 @@ export const PostgresSchemaPegelCreate = [
     '"uuid" text, "number" text, "shortname" text, "longname" text, ' +
     '"km" integer, "agency" text, "longitude" integer, "latitude" integer, ' +
     'CONSTRAINT "Data_pk_TESTSCHEMA_TESTTABLE" PRIMARY KEY (id)' +
-  ')',
+    ')',
   'CREATE TABLE IF NOT EXISTS "TESTSCHEMA"."TESTTABLE_water" (' +
     '"id" bigint NOT NULL GENERATED ALWAYS AS IDENTITY, ' +
     '"createdAt" timestamp not null default CURRENT_TIMESTAMP, ' +
     '"shortname" text, "longname" text, "TESTTABLEid" bigint NOT NULL, ' +
     'CONSTRAINT "Data_fk_TESTSCHEMA_TESTTABLE_water" FOREIGN KEY (TESTTABLEid) ' +
-      'REFERENCES TESTSCHEMA.TESTTABLE(id), ' +
+    'REFERENCES TESTSCHEMA.TESTTABLE(id), ' +
     'CONSTRAINT "Data_pk_TESTSCHEMA_TESTTABLE_water" PRIMARY KEY (id)' +
-  ')'
-]
+    ')',
+];
 
-/* export const PostgresSchemaMultiPegelInsert =
+/* Export const PostgresSchemaMultiPegelInsert =
   'INSERT INTO "TESTSCHEMA"."TESTTABLE" (' +
   '"uuid","number","shortname","longname","km","agency","longitude","latitude")' +
   ' VALUES ('1','48900237','FIRST','FIRST',9.56,'WSA VERDEN',9.27676943537587,52.90406541008721)` +