From 68f3206e99bf21dc5b91d51011d50d1b1a20b6f3 Mon Sep 17 00:00:00 2001
From: Martin Weise <martin.weise@tuwien.ac.at>
Date: Mon, 25 Mar 2024 07:37:08 +0000
Subject: [PATCH] Dev

---
 .docs/stylesheets/extra.css                   |    2 +-
 .docs/system-services-broker.md               |    2 +-
 .docs/usage-analyse.md                        |   34 -
 .docs/usage-broker.md                         |   52 -
 .docs/usage-metadata.md                       |   23 -
 .docs/usage-overview.md                       |  687 +++-----
 .docs/usage-python.md                         |  124 ++
 .docs/usage-search.md                         |    9 -
 .gitlab-ci.yml                                |   66 +
 Makefile                                      |   11 +-
 Pipfile.lock                                  | 1003 ------------
 dbrepo-analyse-service/.gitignore             |    1 -
 dbrepo-analyse-service/Pipfile                |    2 +
 dbrepo-analyse-service/Pipfile.lock           |  234 ++-
 dbrepo-analyse-service/app.py                 |  139 +-
 .../as-yml/analyse_datatypes.yml              |  103 ++
 .../as-yml/analyse_keys.yml                   |   85 +
 .../as-yml/analyse_table_stat.yml             |   77 +
 .../as-yml/determine_stat.yml                 |   52 -
 .../as-yml/determine_stats.yml                |   24 -
 dbrepo-analyse-service/as-yml/determinedt.yml |   60 -
 dbrepo-analyse-service/as-yml/determinepk.yml |   27 -
 dbrepo-analyse-service/determine_pk.py        |   15 +-
 dbrepo-analyse-service/determine_stats.py     |   37 +-
 .../test/test_determine_pk.py                 |   24 +-
 dbrepo-gateway-service/dbrepo.conf            |    2 +-
 dbrepo-metadata-db/1_setup-schema.sql         |    4 +-
 .../container/ContainerCreateRequestDto.java  |   25 +
 .../at/tuwien/api/container/ContainerDto.java |    1 +
 .../tuwien/api/database/DatabaseBriefDto.java |   83 -
 .../at/tuwien/api/database/DatabaseDto.java   |    2 +
 .../at/tuwien/api/database/ViewBriefDto.java  |    5 +-
 .../api/database/query/QueryBriefDto.java     |    3 +-
 .../tuwien/api/database/query/QueryDto.java   |    2 +
 .../api/database/query/QueryResultDto.java    |    4 -
 .../tuwien/api/database/table/TableDto.java   |    2 +
 .../constraints/ConstraintsCreateDto.java     |    3 +-
 .../table/constraints/ConstraintsDto.java     |    3 +-
 .../constraints/foreignKey/ForeignKeyDto.java |    4 +
 .../tuwien/api/identifier/CreatorSaveDto.java |    3 -
 .../api/identifier/IdentifierBriefDto.java    |   72 -
 .../tuwien/api/identifier/IdentifierDto.java  |    6 +-
 .../IdentifierSaveDescriptionDto.java         |    2 +
 .../api/identifier/IdentifierSaveDto.java     |    3 +
 .../identifier/IdentifierSaveTitleDto.java    |    2 +
 .../api/identifier/RelatedIdentifierDto.java  |   14 +-
 .../identifier/RelatedIdentifierSaveDto.java  |    2 +
 .../at/tuwien/api/user/UserAttributesDto.java |    2 +
 .../FormatNotAvailableException.java          |   23 +
 .../java/at/tuwien/mapper/DatabaseMapper.java |   16 +-
 .../at/tuwien/mapper/IdentifierMapper.java    |    4 -
 .../java/at/tuwien/mapper/QueryMapper.java    |   63 +-
 .../java/at/tuwien/mapper/TableMapper.java    |    5 +-
 .../at/tuwien/endpoints/DatabaseEndpoint.java |   50 +-
 .../tuwien/endpoints/IdentifierEndpoint.java  |   29 +-
 .../tuwien/endpoints/PersistenceEndpoint.java |   19 +-
 .../at/tuwien/endpoints/QueryEndpoint.java    |   74 +-
 .../at/tuwien/endpoints/StoreEndpoint.java    |   20 +-
 .../tuwien/endpoints/TableDataEndpoint.java   |   77 +-
 .../at/tuwien/endpoints/TableEndpoint.java    |    6 +-
 .../at/tuwien/endpoints/ViewEndpoint.java     |   75 +-
 .../endpoints/DatabaseEndpointUnitTest.java   |   94 +-
 .../endpoints/QueryEndpointUnitTest.java      |   28 +-
 .../endpoints/TableDataEndpointUnitTest.java  |   79 +-
 .../endpoints/TableEndpointUnitTest.java      |    5 +-
 .../endpoints/ViewEndpointUnitTest.java       |  157 +-
 .../tuwien/mvc/PrometheusEndpointMvcTest.java |   34 +-
 .../DatabaseServiceIntegrationTest.java       |   13 +
 .../service/DatabaseServiceUnitTest.java      |    2 +-
 .../IdentifierServiceIntegrationTest.java     |   33 -
 .../service/MetadataServiceUnitTest.java      |   19 +-
 .../service/QueryServiceIntegrationTest.java  |   12 +-
 .../TableServiceIntegrationWriteTest.java     |    4 +-
 .../at/tuwien/service/IdentifierService.java  |    4 +-
 .../at/tuwien/service/MetadataService.java    |   10 +-
 .../java/at/tuwien/service/TableService.java  |    2 +-
 .../service/impl/ContainerServiceImpl.java    |    6 +
 .../impl/DataCiteIdentifierServiceImpl.java   |    2 +-
 .../service/impl/IdentifierServiceImpl.java   |    2 +-
 .../service/impl/MariaDbServiceImpl.java      |   38 +-
 .../service/impl/MetadataServiceImpl.java     |    4 +-
 .../tuwien/service/impl/QueryServiceImpl.java |    5 +-
 .../tuwien/service/impl/TableServiceImpl.java |   24 +-
 .../main/java/at/tuwien/test/BaseTest.java    |   44 +-
 dbrepo-ui/bun.lockb                           |  Bin 363576 -> 363576 bytes
 dbrepo-ui/components/dialogs/TimeTravel.vue   |    2 +-
 dbrepo-ui/components/subset/Results.vue       |    5 +-
 dbrepo-ui/components/table/TableImport.vue    |    3 +-
 dbrepo-ui/composables/analyse-service.ts      |    2 +-
 dbrepo-ui/composables/axios-instance.ts       |    2 +-
 dbrepo-ui/composables/database-service.ts     |   44 +-
 dbrepo-ui/composables/query-service.ts        |    8 +-
 dbrepo-ui/composables/table-service.ts        |    2 +-
 dbrepo-ui/composables/upload-service.ts       |    4 +-
 dbrepo-ui/composables/view-service.ts         |    9 +-
 dbrepo-ui/dto/index.ts                        |  132 +-
 .../[database_id]/view/[view_id]/info.vue     |    2 +-
 dbrepo-ui/pages/search.vue                    |    7 +-
 docker-compose.prod.yml                       |    4 +-
 docker-compose.yml                            |    8 +-
 helm-charts/dbrepo/Chart.lock                 |    4 +-
 lib/.gitignore                                |    7 +
 lib/python/.gitignore                         |   20 +
 lib/python/.pypirc                            |   18 +
 lib/python/LICENSE                            |  202 +++
 lib/python/Makefile                           |   26 +
 lib/python/Pipfile                            |   23 +
 lib/python/Pipfile.lock                       | 1340 +++++++++++++++
 lib/python/README.md                          |   90 ++
 lib/python/build-website.sh                   |    8 +
 lib/python/build.sh                           |    8 +
 lib/python/dbrepo/AmqpClient.py               |   62 +
 lib/python/dbrepo/RestClient.py               | 1435 +++++++++++++++++
 .../test => lib/python/dbrepo}/__init__.py    |    0
 Pipfile => lib/python/dbrepo/api/__init__.py  |    0
 lib/python/dbrepo/api/dto.py                  | 1096 +++++++++++++
 lib/python/dbrepo/api/exceptions.py           |   82 +
 lib/python/debug.py                           |    6 +
 lib/python/docs/Makefile                      |   20 +
 lib/python/docs/conf.py                       |   54 +
 lib/python/docs/guide/amqp-client.rst         |    9 +
 lib/python/docs/guide/rest-client.rst         |    9 +
 lib/python/docs/index.rst                     |   36 +
 lib/python/docs/make.bat                      |   35 +
 lib/python/docs/source/dbrepo.api.rst         |   29 +
 lib/python/docs/source/dbrepo.rst             |   29 +
 lib/python/docs/source/modules.rst            |    7 +
 lib/python/docs/static/css/custom.css         |  105 ++
 lib/python/docs/static/theme_dark_logo.png    |  Bin 0 -> 19636 bytes
 lib/python/docs/static/theme_light_logo.png   |  Bin 0 -> 22600 bytes
 .../docs/templates/sidebar/feedback.html      |    7 +
 lib/python/pyproject.toml                     |   39 +
 lib/python/sensor.csv                         |    5 +
 lib/python/setup.py                           |   14 +
 lib/python/test.sh                            |    3 +
 lib/python/tests/test_analyse.py              |   24 +
 lib/python/tests/test_database.py             |  572 +++++++
 lib/python/tests/test_identifier.py           |  195 +++
 lib/python/tests/test_license.py              |   33 +
 lib/python/tests/test_query.py                |  335 ++++
 lib/python/tests/test_rest_client.py          |   41 +
 lib/python/tests/test_table.py                |  651 ++++++++
 lib/python/tests/test_user.py                 |  321 ++++
 lib/python/tests/test_view.py                 |  275 ++++
 mkdocs.yml                                    |    6 +-
 145 files changed, 8778 insertions(+), 2961 deletions(-)
 delete mode 100644 .docs/usage-analyse.md
 delete mode 100644 .docs/usage-broker.md
 delete mode 100644 .docs/usage-metadata.md
 create mode 100644 .docs/usage-python.md
 delete mode 100644 .docs/usage-search.md
 delete mode 100644 Pipfile.lock
 create mode 100644 dbrepo-analyse-service/as-yml/analyse_datatypes.yml
 create mode 100644 dbrepo-analyse-service/as-yml/analyse_keys.yml
 create mode 100644 dbrepo-analyse-service/as-yml/analyse_table_stat.yml
 delete mode 100644 dbrepo-analyse-service/as-yml/determine_stat.yml
 delete mode 100644 dbrepo-analyse-service/as-yml/determine_stats.yml
 delete mode 100644 dbrepo-analyse-service/as-yml/determinedt.yml
 delete mode 100644 dbrepo-analyse-service/as-yml/determinepk.yml
 delete mode 100644 dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseBriefDto.java
 delete mode 100644 dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierBriefDto.java
 create mode 100644 dbrepo-metadata-service/repositories/src/main/java/at/tuwien/exception/FormatNotAvailableException.java
 create mode 100644 lib/.gitignore
 create mode 100644 lib/python/.gitignore
 create mode 100644 lib/python/.pypirc
 create mode 100644 lib/python/LICENSE
 create mode 100644 lib/python/Makefile
 create mode 100644 lib/python/Pipfile
 create mode 100644 lib/python/Pipfile.lock
 create mode 100644 lib/python/README.md
 create mode 100755 lib/python/build-website.sh
 create mode 100644 lib/python/build.sh
 create mode 100644 lib/python/dbrepo/AmqpClient.py
 create mode 100644 lib/python/dbrepo/RestClient.py
 rename {dbrepo-analyse-service/test => lib/python/dbrepo}/__init__.py (100%)
 rename Pipfile => lib/python/dbrepo/api/__init__.py (100%)
 create mode 100644 lib/python/dbrepo/api/dto.py
 create mode 100644 lib/python/dbrepo/api/exceptions.py
 create mode 100644 lib/python/debug.py
 create mode 100644 lib/python/docs/Makefile
 create mode 100644 lib/python/docs/conf.py
 create mode 100644 lib/python/docs/guide/amqp-client.rst
 create mode 100644 lib/python/docs/guide/rest-client.rst
 create mode 100644 lib/python/docs/index.rst
 create mode 100644 lib/python/docs/make.bat
 create mode 100644 lib/python/docs/source/dbrepo.api.rst
 create mode 100644 lib/python/docs/source/dbrepo.rst
 create mode 100644 lib/python/docs/source/modules.rst
 create mode 100644 lib/python/docs/static/css/custom.css
 create mode 100644 lib/python/docs/static/theme_dark_logo.png
 create mode 100755 lib/python/docs/static/theme_light_logo.png
 create mode 100644 lib/python/docs/templates/sidebar/feedback.html
 create mode 100644 lib/python/pyproject.toml
 create mode 100644 lib/python/sensor.csv
 create mode 100644 lib/python/setup.py
 create mode 100644 lib/python/test.sh
 create mode 100644 lib/python/tests/test_analyse.py
 create mode 100644 lib/python/tests/test_database.py
 create mode 100644 lib/python/tests/test_identifier.py
 create mode 100644 lib/python/tests/test_license.py
 create mode 100644 lib/python/tests/test_query.py
 create mode 100644 lib/python/tests/test_rest_client.py
 create mode 100644 lib/python/tests/test_table.py
 create mode 100644 lib/python/tests/test_user.py
 create mode 100644 lib/python/tests/test_view.py

diff --git a/.docs/stylesheets/extra.css b/.docs/stylesheets/extra.css
index 6d045c82da..b6614e1400 100644
--- a/.docs/stylesheets/extra.css
+++ b/.docs/stylesheets/extra.css
@@ -28,4 +28,4 @@ figure img.img-border {
 [data-md-component=announce] .md-banner__inner {
     margin-top: 0.2rem;
     margin-bottom: 0.2rem;
-}
+}
\ No newline at end of file
diff --git a/.docs/system-services-broker.md b/.docs/system-services-broker.md
index cc4b775c1f..7ed0c3333f 100644
--- a/.docs/system-services-broker.md
+++ b/.docs/system-services-broker.md
@@ -8,7 +8,7 @@ author: Martin Weise
 
 !!! debug "Debug Information"
 
-    Image: [`bitnami/rabbitmq:3.10`](https://hub.docker.com/r/bitnami/rabbitmq)
+    Image: [`bitnami/rabbitmq:3.12.13-debian-12-r2`](https://hub.docker.com/r/bitnami/rabbitmq)
 
     * Ports: 5672/tcp, 15672/tcp, 15692/tcp
     * AMQP: `amqp://<hostname>:5672`
diff --git a/.docs/usage-analyse.md b/.docs/usage-analyse.md
deleted file mode 100644
index cc74d3bcf3..0000000000
--- a/.docs/usage-analyse.md
+++ /dev/null
@@ -1,34 +0,0 @@
----
-author: Martin Weise
----
-
-# Analyse Service
-
-Given a [CSV-file](https://gitlab.phaidra.org/fair-data-austria-db-repository/fda-datasets/-/raw/master/gps.csv)
-containing GPS-data `gps.csv` already uploaded in the `dbrepo-upload` bucket of the Storage Service with key `gps.csv`:
-
-=== "Terminal"
-
-    ```shell
-    curl -X POST \
-      -d '{"filename":"gps.csv","separator":","}'
-      http://<hostname>/api/analyse/determinedt
-    ```
-    
-    This results in the response:
-    
-    ```json
-    {
-        "columns": {
-            "ID": "bigint",
-            "KEY": "varchar",
-            "OBJECTID": "bigint",
-            "LBEZEICHNUNG": "varchar",
-            "LTYP": "bigint",
-            "LTYPTXT": "varchar",
-            "LAT": "decimal",
-            "LNG": "decimal"
-        },
-        "separator": ","
-    }
-    ```
\ No newline at end of file
diff --git a/.docs/usage-broker.md b/.docs/usage-broker.md
deleted file mode 100644
index 67f063be62..0000000000
--- a/.docs/usage-broker.md
+++ /dev/null
@@ -1,52 +0,0 @@
----
-author: Martin Weise
----
-
-# Broker Service
-
-## Preliminary
-
-The RabbitMQ client can be authenticated through Basic Authentication (username, password) and Bearer Authentication.
-
-!!! example "Bearer Authentication"
-
-    Note that the encoded/signed `ACCESS_TOKEN` already contains a field `client_id=username`, so the username is
-    optional in `PlainCredentials` when using Bearer Authentication, but provided must match the username. 
-
-=== "Bearer Authentication"
-
-    ```python
-    import pika
-    
-    # Configure client
-    credentials = pika.credentials.PlainCredentials("", "ACCESS_TOKEN")
-    parameters = pika.ConnectionParameters('localhost', 5672, '/', credentials)
-    connection = pika.BlockingConnection(parameters)
-
-    # Channel
-    channel = connection.channel()
-    channel.basic_publish(exchange='dbrepo',
-        routing_key='dbrepo.database_name.table_name',
-        body=b'Hello World!')
-    print(" [x] Sent 'Hello World!'")
-    connection.close()
-    ```
-
-=== "Basic Authentication"
-
-    ```python
-    import pika
-    
-    # Configure client
-    credentials = pika.credentials.PlainCredentials("username", "password")
-    parameters = pika.ConnectionParameters('localhost', 5672, '/', credentials)
-    connection = pika.BlockingConnection(parameters)
-
-    # Channel
-    channel = connection.channel()
-    channel.basic_publish(exchange='dbrepo',
-        routing_key='dbrepo.database_name.table_name',
-        body=b'Hello World!')
-    print(" [x] Sent 'Hello World!'")
-    connection.close()
-    ```
diff --git a/.docs/usage-metadata.md b/.docs/usage-metadata.md
deleted file mode 100644
index 690e07f4b0..0000000000
--- a/.docs/usage-metadata.md
+++ /dev/null
@@ -1,23 +0,0 @@
----
-author: Martin Weise
----
-
-# Metadata Service
-
-## Preliminary
-
-<!-- md:version 1.4.1 -->
-
-!!! example "Basic Authentication"
-
-    The use of **Basic Authentication** (username, password) instead of *Bearer Authentication* may be useful for 
-    applications that do not have the technical capability of refreshing tokens in intervals (e.g. single-threaded 
-    applications). It is however not recommended for any other applications as **Basic Authentication** transmits the 
-    user password with every request. 
-
-    Additionally, performance is decreased as with every **Basic Authentication** request, an additional request is 
-    sent to the [Authentication Service](../system-services-authentication/) where the authorization is requested before
-    authentication to the Metadata Service. This performance degradation should be avoided whenever possible. Use
-    **Bearer Authentication** instead, see how to 
-    [obtain an access token](../usage-authentication/#obtain-access-token).
-
diff --git a/.docs/usage-overview.md b/.docs/usage-overview.md
index f62ca1967c..8b8d7218b5 100644
--- a/.docs/usage-overview.md
+++ b/.docs/usage-overview.md
@@ -4,6 +4,9 @@ author: Martin Weise
 
 # Overview
 
+We developed a Python Library for communicating with DBRepo from e.g. Jupyter Notebooks. See
+the [Python Library](../usage-python) page for more details.
+
 We give usage examples of the most important use-cases we identified.
 
 |                                                           |         UI         |      Terminal      |        JDBC        |       Python       |
@@ -63,31 +66,17 @@ A user wants to create an account in DBRepo.
     curl -sSL \
       -X POST \
       -H "Content-Type: application/json" \
-      -d '{"username":"foo","email":"foo.bar@example.com","password":"bar"}' \
-      http://localhost/api/user | jq .id
-    ```
-
-    To login in DBRepo, obtain an access token:
-
-    ```bash
-    curl -sSL \
-      -X POST \
-      -d 'username=foo&password=bar&grant_type=password&client_id=dbrepo-client&scope=openid&client_secret=MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG' \
-      http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token | jq .access_token
+      -d '{"username": "foo","email": "foo.bar@example.com", "password":"bar"}' \
+      http://<hostname>/api/user | jq .id
     ```
 
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     You can view your user information by sending a request to the user endpoint with your access token.
 
     ```bash
     curl -sSL \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      http://localhost/api/user/USER_ID | jq
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      http://<hostname>/api/user/14824cc5-186b-423d-a7b7-a252aed42b59 | jq
     ```
 
     To change your password in all components of DBRepo:
@@ -95,9 +84,10 @@ A user wants to create an account in DBRepo.
     ```bash
     curl -sSL \
       -X PUT \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      -d '{"password":"s3cr3tp4ss0rd"}' \
-      http://localhost/api/user/USER_ID/password | jq
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      -d '{"password": "s3cr3tp4ss0rd"}' \
+      http://<hostname>/api/user/USER_ID/password | jq
     ```
 
 === "Python"
@@ -105,62 +95,34 @@ A user wants to create an account in DBRepo.
     To create a new user account in DBRepo with the Terminal, provide your details in the following REST HTTP-API call.
 
     ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/user", json={
-        "username": "foo",
-        "password": "bar",
-        "email": "foo.bar@example.com"
-    })
-    user_id = response.json()["id"]
-    print(user_id)
-    ```
-
-    To login in DBRepo, obtain an access token:
+    from dbrepo.RestClient import RestClient
 
-    ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token", json={
-        "username": "foo",
-        "password": "bar",
-        "grant_type": "password",
-        "client_id": "dbrepo-client",
-        "scope": "openid",
-        "client_secret": "MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG"
-    })
-    access_token = response.json()["access_token"]
-    print(access_token)
+    client = RestClient(endpoint="http://<hostname>")
+    user = client.create_user(username="foo", password="bar",
+                              email="foo@example.com")
+    print(f"user id: {user.id}")
     ```
 
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     You can view your user information by sending a request to the user endpoint with your access token.
 
     ```python
-    import requests
-    
-    response = requests.get("http://localhost/api/user/" + user_id, header={
-        "Authorization": "Bearer " + access_token
-    })
-    user_id = response.json()["id"]
-    print(user_id)
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    user = client.get_user(user_id="57ea75c6-2a1d-4516-89f4-296b8b62539b")
+    print(f"user info: {user}")
     ```
 
     To change your password in all components of DBRepo:
 
     ```python
-    import requests
-    
-    requests.put("http://localhost/api/user/" + user_id + "/password", header={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "password": "s3cr3tp4ssw0rd"
-    })
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    client.update_user_password(user_id="57ea75c6-2a1d-4516-89f4-296b8b62539b",
+                                password="baz")
     ```
 
 ## Create Database
@@ -194,26 +156,12 @@ A user wants to create a database in DBRepo.
 
 === "Terminal"
 
-    Obtain an access token:
-
-    ```bash
-    curl -sSL \
-      -X POST \
-      -d 'username=foo&password=bar&grant_type=password&client_id=dbrepo-client&scope=openid&client_secret=MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG' \
-      http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token | jq .access_token
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     Then list all available containers with their database engine descriptions and obtain a container id.
 
     ```bash
     curl -sSL \
-      http://localhost/api/container | jq
+      -H "Content-Type: application/json" \
+      http://<hostname>/api/container | jq
     ```
 
     Create a public databse with the container id from the previous step. You can also create a private database in this
@@ -222,59 +170,35 @@ A user wants to create a database in DBRepo.
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      -d '{"name":"Danube Water Quality Measurements","container_id":1,"is_public":true}' \
-      http://localhost/api/database | jq .id
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      -d '{"name":"Danube Water Quality Measurements", "container_id":1, "is_public":true}' \
+      http://<hostname>/api/database | jq .id
     ```
 
 === "Python"
 
-    Obtain an access token:
+    List all available containers with their database engine descriptions and obtain a container id.
 
     ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token", json={
-        "username": "foo",
-        "password": "bar",
-        "grant_type": "password",
-        "client_id": "dbrepo-client",
-        "scope": "openid",
-        "client_secret": "MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG"
-    })
-    access_token = response.json()["access_token"]
-    print(access_token)
-    ```
-
-    !!! note
+    from dbrepo.RestClient import RestClient
 
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
-    Then list all available containers with their database engine descriptions and obtain a container id.
-
-    ```python
-    import requests
-    
-    response = requests.get("http://localhost/api/container")
-    print(response.json())
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    containers = client.get_containers()
+    print(containers)
     ```
 
     Create a public databse with the container id from the previous step. You can also create a private database in this
     step, others can still see the metadata.
 
     ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/database", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "name": "Danube Water Quality Measurements",
-        "container_id": 1,
-        "is_public": True
-    })
-    print(response.json()["id"])
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    database = client.create_database(name="Test", container_id=1, is_public=True)
+    print(f"database id: {database.id}")
     ```
 
 ## Import Dataset
@@ -366,28 +290,13 @@ access to. This is the default for self-created databases like above in [Create
 
 === "Terminal"
 
-    Obtain an access token:
-
-    ```bash
-    curl -sSL \
-      -X POST \
-      -d 'username=foo&password=bar&grant_type=password&client_id=dbrepo-client&scope=openid&client_secret=MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG' \
-      http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token | jq .access_token
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     Select a database where you have at least `write-all` access (this is the case for e.g. self-created databases).
 
     Upload the dataset via the [`tusc`](https://github.com/adhocore/tusc.sh) terminal application or use Python and
     copy the file key.
 
     ```bash
-    tusc -H http://localhost/api/upload/files -f danube.csv -b /dbrepo-upload/
+    tusc -H http://<hostname>/api/upload/files -f danube.csv -b /dbrepo-upload/
     ```
 
     Analyse the dataset and get the table column names and datatype suggestion.
@@ -395,9 +304,10 @@ access to. This is the default for self-created databases like above in [Create
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
       -d '{"filename":"FILEKEY","separator":","}' \
-      http://localhost/api/analyse/determinedt | jq
+      http://<hostname>/api/analyse/datatypes | jq
     ```
 
     Provide the table name and optionally a table description along with the table columns.
@@ -405,9 +315,10 @@ access to. This is the default for self-created databases like above in [Create
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
       -d '{"name":"Danube water levels","description":"Measurements of the river danube water levels","columns":[{"name":"datetime","type":"timestamp","dfid":1,"primary_key":false,"null_allowed":true},{"name":"level","type":"bigint","size":255,"primary_key":false,"null_allowed":true}]}' \
-      http://localhost/api/database/1/table | jq .id
+      http://<hostname>/api/database/1/table | jq .id
     ```
 
     Next, provide the dataset metadata that is necessary for import into the table by providing the dataset separator
@@ -422,9 +333,10 @@ access to. This is the default for self-created databases like above in [Create
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
       -d '{"location":"FILEKEY","separator":",","quote":"\"","skip_lines":1,"null_element":"NA"}' \
-      http://localhost/api/database/1/table/1/data/import | jq
+      http://<hostname>/api/database/1/table/1/data/import | jq
     ```
 
     When you are finished with the table schema definition, the dataset is imported and a table is created. View the
@@ -432,75 +344,42 @@ access to. This is the default for self-created databases like above in [Create
 
     ```bash
     curl -sSL \
-      http://localhost/api/database/1/table/1/data?page=0&size=10 | jq
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      http://<hostname>/api/database/1/table/1/data?page=0&size=10 | jq
     ```
 
 === "Python"
 
-    Obtain an access token:
-
-    ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token", json={
-        "username": "foo",
-        "password": "bar",
-        "grant_type": "password",
-        "client_id": "dbrepo-client",
-        "scope": "openid",
-        "client_secret": "MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG"
-    })
-    access_token = response.json()["access_token"]
-    print(access_token)
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     Select a database where you have at least `write-all` access (this is the case for e.g. self-created databases).
-
-    Upload the dataset via the Python [`boto3`](https://boto3.amazonaws.com/v1/documentation/api/latest/index.html) 
-    client to the `dbrepo-upload` bucket.
+    Upload the dataset to analyse the dataset and get the table column names and datatype suggestion.
 
     ```python
-    import boto3
-    import os
-    
-    client = boto3.client(service_name='s3', endpoint_url='http://localhost:9000',
-                          aws_access_key_id='seaweedfsadmin',
-                          aws_secret_access_key='seaweedfsadmin')
-    filepath = os.path.join('/path/to', 'your_dataset.csv')
-    client.upload_file(filepath, 'dbrepo-upload', 'your_dataset.csv')
-    ```
-
-    Analyse the dataset and get the table column names and datatype suggestion.
+    from dbrepo.RestClient import RestClient
 
-    ```python
-    import requests
-
-    response = requests.post("http://localhost/api/analyse/determinedt", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "filename": "your_dataset.csv",
-        "separator": ","
-    })
-    print(response.json()["columns"])
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    analysis = client.analyse_datatypes(file_path="/path/to/dataset.csv",
+                                        separator=",")
+    print(f"analysis: {analysis}")
+    # separator=, columns={(id, bigint), ...}, line_termination=\n
     ```
 
     Provide the table name and optionally a table description along with the table columns.
 
     ```python
-    import requests
-
-    response = requests.post("http://localhost/api/database/1/table", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={"name": "Danube water levels", "description": "Measurements of the river danube water levels",
-             "columns": [{"name": "datetime", "type": "timestamp", "dfid": 1, "primary_key": False, "null_allowed": True},
-                         {"name": "level", "type": "bigint", "size": 255, "primary_key": False, "null_allowed": True}]})
-    print(response.json()["id"])
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    table = client.create_table(database_id=1,
+                                name="Sensor Data",
+                                constraints=CreateTableConstraints(),
+                                columns=[CreateTableColumn(name="id",
+                                                           type=ColumnType.BIGINT,
+                                                           primary_key=True,
+                                                           null_allowed=False)])
+    print(f"table id: {table.id}")
     ```
 
     Next, provide the dataset metadata that is necessary for import into the table by providing the dataset separator
@@ -513,28 +392,24 @@ access to. This is the default for self-created databases like above in [Create
     (e.g. `0` or `NO`), provide this information.
 
     ```python
-    import requests
-
-    response = requests.post("http://localhost/api/database/1/table/1/data/import", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "location": "your_dataset.csv",
-        "separator": ",",
-        "quote": "\"",
-        "skip_lines": 1,
-        "null_element": "NA"
-    })
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    client.import_table_data(database_id=1, table_id=3,
+                             file_path="/path/to/dataset.csv", separator=",",
+                             skip_lines=1, line_encoding="\n")
     ```
 
     When you are finished with the table schema definition, the dataset is imported and a table is created. View the
     table data:
 
     ```python
-    import requests
+    from dbrepo.RestClient import RestClient
 
-    response = requests.get("http://localhost/api/database/1/table/1/data?page=0&size=10", headers={
-        "Authorization": "Bearer " + access_token
-    })
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    client.get_table_data(database_id=1, table_id=3)
     ```
 
 ## Import Database Dump
@@ -618,35 +493,15 @@ A user wants to import live data from e.g. sensor measurements fast and without
 
 === "Terminal"
 
-    Obtain an access token:
-
-    ```bash
-    curl -sSL \
-      -X POST \
-      -d 'username=foo&password=bar&grant_type=password&client_id=dbrepo-client&scope=openid&client_secret=MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG' \
-      http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token | jq .access_token
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
-    !!! warning
-
-        Beware that access tokens are short lived (default is 15 minutes) and need to be refreshed regularly with
-        refresh tokens (default is 10 days). See the usage page 
-        on [how to refresh access tokens](../usage-authentication/#refresh-access-token).
-
     Add a data tuple to an already existing table where the user has at least `write-own` access.
 
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      -d '{"data":{"column1":"value1","column2":"value2"}}' \
-      http://localhost/api/database/1/table/1/data
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      -d '{"data":{"column1": "value1", "column2": "value2"}}' \
+      http://<hostname>/api/database/1/table/1/data
     ```
 
 === "JDBC API"
@@ -676,19 +531,12 @@ A user wants to import live data from e.g. sensor measurements fast and without
     </figure>
 
     ```python
-    import pika
-    import json
-
-    credentials = pika.credentials.PlainCredentials('foo', 'bar')
-    # credentials = pika.credentials.PlainCredentials('', 'ACCESS_TOKEN')
-    parameters = pika.ConnectionParameters('localhost', 5672, '/', credentials)
-    connection = pika.BlockingConnection(parameters)
-    channel = connection.channel()
-    channel.basic_publish(exchange='dbrepo',
-        routing_key='dbrepo.test_fiyg.dabube_water_levels',
-        body=json.dumps({"data":{"column1":"value1","column2":"value2"}}))
-    print(" [x] Sent tuple!")
-    connection.close()
+    from dbrepo.AmqpClient import AmqpClient
+
+    client = AmqpClient(broker_host="test.dbrepo.tuwien.ac.at", username="foo",
+                        password="bar")
+    client.publish(exchange="dbrepo", routing_key="dbrepo.database_feed.test",
+                   data={'precipitation': 2.4})
     ```
 
 ## Export Subset
@@ -742,30 +590,16 @@ A user wants to create a subset and export it as csv file.
 
 === "Terminal"
 
-    Obtain an access token:
-
-    ```bash
-    curl -sSL \
-      -X POST \
-      -d 'username=foo&password=bar&grant_type=password&client_id=dbrepo-client&scope=openid&client_secret=MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG' \
-      http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token | jq .access_token
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     A subset can be created by passing a SQL query to a database where you have at least `read` access (this is the case
     for e.g. self-created databases).
 
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
       -d '{"statement":"SELECT `id`,`datetime`,`level` FROM `danube_water_levels`"}' \
-      http://localhost/api/database/1/query?page=0&sort=10 | jq .id
+      http://<hostname>/api/database/1/query?page=0&sort=10 | jq .id
     ```
 
     !!! note
@@ -776,8 +610,9 @@ A user wants to create a subset and export it as csv file.
 
     ```bash
     curl -sSL \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      http://localhost/api/database/1/query/1 | jq
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      http://<hostname>/api/database/1/query/1 | jq
     ```
 
     The subset information shows the most important metadata like subset query hash and result hash (e.g. for 
@@ -790,19 +625,20 @@ A user wants to create a subset and export it as csv file.
     ```bash
     curl -sSL \
       -X PUT \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      -d '{"persist":true}' \
-      http://localhost/api/database/1/query/1 | jq
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      -d '{"persist": true}' \
+      http://<hostname>/api/database/1/query/1 | jq
     ```
 
     The subset can be exported to a `subset_export.csv` file (this also works for non-persisted subsets).
 
     ```bash
     curl -sSL \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
+      -u "foo:bar" \
       -H "Accept: text/csv" \
       -o subset_export.csv \
-      http://localhost/api/database/1/query/1
+      http://<hostname>/api/database/1/query/1
     ```
 
 === "JDBC"
@@ -827,56 +663,34 @@ A user wants to create a subset and export it as csv file.
 
 === "Python"
 
-    Obtain an access token:
-
-    ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token", json={
-        "username": "foo",
-        "password": "bar",
-        "grant_type": "password",
-        "client_id": "dbrepo-client",
-        "scope": "openid",
-        "client_secret": "MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG"
-    })
-    access_token = response.json()["access_token"]
-    print(access_token)
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     A subset can be created by passing a SQL query to a database where you have at least `read` access (this is the case
     for e.g. self-created databases).
 
     ```python
-    import requests
-
-    response = requests.post("http://localhost/api/database/1/query?page=0&sort=10", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "statement": "SELECT `id`,`datetime`,`level` FROM `danube_water_levels`"
-    })
-    query_id = response.json()["id"]
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    subset = client.execute_query(database_id=1,
+                                  query="SELECT `id`,`datetime` FROM `danube_water_levels`")
+    print(f"subset id: {subset.id}")
     ```
 
     !!! note
 
-        An optional field `"timestamp":"2024-01-16 23:00:00"` can be provided to execute a query with a system time of
+        An optional field `timestamp="2024-01-16 23:00:00"` can be provided to execute a query with a system time of
         2024-01-16 23:00:00 (UTC). Make yourself familiar with the concept
         of [System Versioned Tables](https://mariadb.com/kb/en/system-versioned-tables/) for more information.
 
+    The subset information can be shown:
+
     ```python
-    import requests
+    from dbrepo.RestClient import RestClient
 
-    response = requests.get("http://localhost/api/database/1/query/1", headers={
-        "Authorization": "Bearer " + access_token
-    })
-    print(response.json())
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    subset = client.get_query(database_id=1, query_id=6)
+    print(subset)
     ```
 
     The subset information shows the most important metadata like subset query hash and result hash (e.g. for 
@@ -887,31 +701,21 @@ A user wants to create a subset and export it as csv file.
     persist it.
 
     ```python
-    import requests
-    
-    response = requests.put("http://localhost/api/database/1/query/1", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "persist": True
-    })
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    client.update_query(database_id=1, query_id=6, persist=True)
     ```
 
     The subset can be exported to a `subset_export.csv` file (this also works for non-persisted subsets).
 
     ```python
-    import requests
+    from dbrepo.RestClient import RestClient
 
-    headers = {
-        "Authorization": "Bearer " + access_token,
-        "Accept": "text/csv"
-    }
-    
-    with requests.Session() as s:
-        response = s.get("http://localhost/api/database/1/query/1",
-                         headers=headers, stream=True)
-        decoded_content = response.content.decode('utf-8')
-        with open("subset_export.csv", "w") as f:
-            f.write(decoded_content)
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    client.get_query_data(database_id=1, query_id=6, file_path='subset_export.csv')
     ```
 
 ## Assign Database PID
@@ -997,30 +801,16 @@ A user wants to assign a persistent identifier to a database owned by them.
 
 === "Terminal"
 
-    Obtain an access token:
-
-    ```bash
-    curl -sSL \
-      -X POST \
-      -d 'username=foo&password=bar&grant_type=password&client_id=dbrepo-client&scope=openid&client_secret=MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG' \
-      http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token | jq .access_token
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     Create a persistent identifier for a database where you are the owner (this is the case for self-created databases)
     using the HTTP API:
 
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      -d '{"type": "database", "titles": [{"title": "Danube water level measurements", "language": "en"},{"title": "Donau Wasserstandsmessungen", "language": "de", "type": "TranslatedTitle"}], "descriptions": [{"description": "This dataset contains hourly measurements of the water level in Vienna from 1983 to 2015", "language": "en", "type": "Abstract"}], "funders": [{ "funder_name": "Austrian Science Fund", "funder_identifier": "https://doi.org/10.13039/100000001", "funder_identifier_type": "Crossref Funder ID", "scheme_uri": "http://doi.org/"}], "licenses": [{"identifier": "CC-BY-4.0", "uri": "https://creativecommons.org/licenses/by/4.0/legalcode"}], "visibility": "everyone", "publisher": "Example University", "creators": [{"firstname": "Martin", "lastname": "Weise", "affiliation": "TU Wien", "creator_name": "Weise, Martin", "name_type": "Personal", "name_identifier": "0000-0003-4216-302X", "name_identifier_scheme": "ORCID", "affiliation_identifier": "https://ror.org/04d836q62", "affiliation_identifier_scheme": "ROR"}], "database_id": 1, "publication_day": 16, "publication_month": 1, "publication_year": 2024, "related_identifiers": [{"value": "10.5334/dsj-2022-004", "type": "DOI", "relation": "Cites"}]}' \
-      http://localhost/api/identifier | jq .id
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      -d '{"type": "database", "titles": [{"title": "Danube water level measurements", "language": "en"},{"title": "Donau Wasserstandsmessungen", "language": "de", "type": "TranslatedTitle"}], "descriptions": [{"description": "This dataset contains hourly measurements of the water level in Vienna from 1983 to 2015", "language": "en", "type": "Abstract"}], "funders": [{ "funder_name": "Austrian Science Fund", "funder_identifier": "https://doi.org/10.13039/100000001", "funder_identifier_type": "Crossref Funder ID", "scheme_uri": "http://doi.org/"}], "licenses": [{"identifier": "CC-BY-4.0", "uri": "https://creativecommons.org/licenses/by/4.0/legalcode"}], "publisher": "Example University", "creators": [{"firstname": "Martin", "lastname": "Weise", "affiliation": "TU Wien", "creator_name": "Weise, Martin", "name_type": "Personal", "name_identifier": "0000-0003-4216-302X", "name_identifier_scheme": "ORCID", "affiliation_identifier": "https://ror.org/04d836q62", "affiliation_identifier_scheme": "ROR"}], "database_id": 1, "publication_day": 16, "publication_month": 1, "publication_year": 2024, "related_identifiers": [{"value": "10.5334/dsj-2022-004", "type": "DOI", "relation": "Cites"}]}' \
+      http://<hostname>/api/identifier | jq .id
     ```
 
 === "JDBC"
@@ -1044,99 +834,39 @@ A user wants to assign a persistent identifier to a database owned by them.
 
 === "Python"
 
-    Obtain an access token:
-
-    ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token", json={
-        "username": "foo",
-        "password": "bar",
-        "grant_type": "password",
-        "client_id": "dbrepo-client",
-        "scope": "openid",
-        "client_secret": "MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG"
-    })
-    access_token = response.json()["access_token"]
-    print(access_token)
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     Create a persistent identifier for a database where you are the owner (this is the case for self-created databases)
     using the HTTP API:
 
     ```python
-    import requests
-
-    response = requests.post("http://localhost/api/database/1/query/1", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "type": "database",
-        "titles": [
-            {
-                "title": "Danube water level measurements",
-                "language": "en"
-            },
-            {
-                "title": "Donau Wasserstandsmessungen",
-                "language": "de",
-                "type": "TranslatedTitle"
-            }
-        ],
-        "descriptions": [
-            {
-                "description": "This dataset contains hourly measurements of the water level in Vienna from 1983 to 2015",
-                "language": "en",
-                "type": "Abstract"
-            }
-        ],
-        "funders": [
-            {
-                "funder_name": "Austrian Science Fund",
-                "funder_identifier": "https://doi.org/10.13039/100000001",
-                "funder_identifier_type": "Crossref Funder ID",
-                "scheme_uri": "http://doi.org/"
-            }
-        ],
-        "licenses": [
-            {
-                "identifier": "CC-BY-4.0",
-                "uri": "https://creativecommons.org/licenses/by/4.0/legalcode"
-            }
-        ],
-        "visibility": "everyone",
-        "publisher": "Example University",
-        "creators": [
-            {
-                "firstname": "Martin",
-                "lastname": "Weise",
-                "affiliation": "TU Wien",
-                "creator_name": "Weise, Martin",
-                "name_type": "Personal",
-                "name_identifier": "0000-0003-4216-302X",
-                "name_identifier_scheme": "ORCID",
-                "affiliation_identifier": "https://ror.org/04d836q62",
-                "affiliation_identifier_scheme": "ROR"
-            }
-        ],
-        "database_id": 1,
-        "publication_day": 16,
-        "publication_month": 1,
-        "publication_year": 2024,
-        "related_identifiers": [
-            {
-                "value": "10.5334/dsj-2022-004",
-                "type": "DOI",
-                "relation": "Cites"
-            }
-        ]
-    })
-    pid = response.json()["id"]
+    from dbrepo.RestClient import RestClient
+    from python.dbrepo.api.dto import IdentifierType, CreateIdentifierFunder, CreateIdentifierDescription, \
+        CreateIdentifierTitle, Identifier, CreateIdentifierCreator, CreateRelatedIdentifier, RelatedIdentifierType, \
+        RelatedIdentifierRelation
+    
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    identifier = client.create_identifier(
+        database_id=1,
+        type=IdentifierType.DATABASE,
+        creators=[CreateIdentifierCreator(
+            creator_name="Weise, Martin",
+            name_identifier="https://orcid.org/0000-0003-4216-302X")],
+        titles=[CreateIdentifierTitle(
+            title="Danube river water measurements")],
+        descriptions=[CreateIdentifierDescription(
+            description="This dataset contains hourly measurements of the water \
+             level in Vienna from 1983 to 2015")],
+        funders=[CreateIdentifierFunder(
+            funder_name="Austrian Science Fund",
+            funder_identifier="https://doi.org/10.13039/100000001")],
+        licenses=[Identifier(identifier="CC-BY-4.0")],
+        publisher="TU Wien",
+        publication_year=2024,
+        related_identifiers=[CreateRelatedIdentifier(
+            value="https://doi.org/10.5334/dsj-2022-004",
+            type=RelatedIdentifierType.DOI,
+            relation=RelatedIdentifierRelation.CITES)])
+    print(f"identifier id: {identifier.id}")
     ```
 
 ## Private Database &amp; Access
@@ -1169,30 +899,16 @@ A user wants a public database to be private and only give specific users access
 
 === "Terminal"
 
-    Obtain an access token:
-
-    ```bash
-    curl -sSL \
-      -X POST \
-      -d 'username=foo&password=bar&grant_type=password&client_id=dbrepo-client&scope=openid&client_secret=MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG' \
-      http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token | jq .access_token
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     To change the visibility of a database where you are the owner (this is the case for self-created databases), send
     a request to the HTTP API:
 
     ```bash
     curl -sSL \
       -X PUT \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      -d '{"is_public":true}' \
-      http://localhost/api/database/1/visibility
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      -d '{"is_public": true}' \
+      http://<hostname>/api/database/1/visibility
     ```
 
     To give a user (with id `e9bf38a0-a254-4040-87e3-92e0f09e29c8` access to this database (e.g. read access), update
@@ -1201,9 +917,10 @@ A user wants a public database to be private and only give specific users access
     ```bash
     curl -sSL \
       -X POST \
-      -H "Authorization: Bearer ACCESS_TOKEN" \
-      -d '{"type":"read"}' \
-      http://localhost/api/database/1/access/e9bf38a0-a254-4040-87e3-92e0f09e29c8
+      -H "Content-Type: application/json" \
+      -u "foo:bar" \
+      -d '{"type": "read"}' \
+      http://<hostname>/api/database/1/access/e9bf38a0-a254-4040-87e3-92e0f09e29c8
     ```
 
     In case the user already has access, use the method `PUT`.
@@ -1230,49 +947,29 @@ A user wants a public database to be private and only give specific users access
 
 === "Python"
 
-    Obtain an access token:
-
-    ```python
-    import requests
-    
-    response = requests.post("http://localhost/api/auth/realms/dbrepo/protocol/openid-connect/token", json={
-        "username": "foo",
-        "password": "bar",
-        "grant_type": "password",
-        "client_id": "dbrepo-client",
-        "scope": "openid",
-        "client_secret": "MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG"
-    })
-    access_token = response.json()["access_token"]
-    print(access_token)
-    ```
-
-    !!! note
-
-        Please note that the `client_secret` is different for your DBRepo instance. This is a default client secret that
-        likely has been replaced. Please contact your DBRepo administrator to get the `client_secret` for your instance.
-        Similar you need to replace `localhost` with your actual DBRepo instance hostname, e.g. `test.dbrepo.tuwien.ac.at`.
-
     To change the visibility of a database where you are the owner (this is the case for self-created databases), send
     a request to the HTTP API:
 
     ```python
-    requests.put("http://localhost/api/database/1/visibility", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "is_public": True
-    })
+    from dbrepo.RestClient import RestClient
+
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    client.update_database_visibility(database_id=1, is_public=False)
     ```
 
     To give a user (with id `e9bf38a0-a254-4040-87e3-92e0f09e29c8` access to this database (e.g. read access), update
     their access using the HTTP API:
 
     ```python
-    requests.post("http://localhost/api/database/1/access/e9bf38a0-a254-4040-87e3-92e0f09e29c8", headers={
-        "Authorization": "Bearer " + access_token
-    }, json={
-        "type": "read"
-    })
+    from dbrepo.RestClient import RestClient
+    from python.dbrepo.api.dto import AccessType
+    
+    client = RestClient(endpoint="http://<hostname>", username="foo",
+                        password="bar")
+    client.create_database_access(database_id=1,
+                                  type=AccessType.READ,
+                                  user_id="e9bf38a0-a254-4040-87e3-92e0f09e29c8")
     ```
 
-    In case the user already has access, use the method `put`.
\ No newline at end of file
+    In case the user already has access, use the method `update_database_access` or revoke `delete_database_access`.
diff --git a/.docs/usage-python.md b/.docs/usage-python.md
new file mode 100644
index 0000000000..ce83d6304f
--- /dev/null
+++ b/.docs/usage-python.md
@@ -0,0 +1,124 @@
+---
+author: Martin Weise
+---
+
+# Python Library
+
+## tl;dr
+
+!!! debug "Debug Information"
+
+    PyPI: [`dbrepo`](https://pypi.org/project/dbrepo/)
+
+    * Full module documentation <a href="../sphinx" target="_blank">:fontawesome-solid-square-up-right: view online</a>
+
+## Installing
+
+:octicons-tag-16:{ title="Minimum version" } 1.4.2
+
+```console
+$ python -m pip install dbrepo
+```
+
+To use DBRepo in your Jupyter notebook, install the `dbrepo` library` directly in a code cell and type:
+
+```jupyter
+!pip install dbrepo
+```
+
+This package supports Python 3.11+.
+
+## Quickstart
+
+Create a table and import a .csv file from your computer.
+
+```python
+from dbrepo.RestClient import RestClient
+from dbrepo.api.dto import CreateTableColumn, ColumnType, CreateTableConstraints
+
+client = RestClient(endpoint='https://test.dbrepo.tuwien.ac.at', username="foo",
+                    password="bar")
+
+# analyse csv
+analysis = client.analyse_datatypes(file_path="sensor.csv", separator=",")
+print(f"Analysis result: {analysis}")
+# -> columns=(date=date, precipitation=decimal, lat=decimal, lng=decimal), separator=,
+#    line_termination=\n
+
+# create table
+table = client.create_table(database_id=1,
+                            name="Sensor Data",
+                            constraints=CreateTableConstraints(checks=['precipitation >= 0'],
+                                                               uniques=[['precipitation']]),
+                            columns=[CreateTableColumn(name="date",
+                                                       type=ColumnType.DATE,
+                                                       dfid=3,  # YYYY-MM-dd
+                                                       primary_key=True,
+                                                       null_allowed=False),
+                                     CreateTableColumn(name="precipitation",
+                                                       type=ColumnType.DECIMAL,
+                                                       size=10,
+                                                       d=4,
+                                                       primary_key=False,
+                                                       null_allowed=True),
+                                     CreateTableColumn(name="lat",
+                                                       type=ColumnType.DECIMAL,
+                                                       size=10,
+                                                       d=4,
+                                                       primary_key=False,
+                                                       null_allowed=True),
+                                     CreateTableColumn(name="lng",
+                                                       type=ColumnType.DECIMAL,
+                                                       size=10,
+                                                       d=4,
+                                                       primary_key=False,
+                                                       null_allowed=True)])
+print(f"Create table result {table}")
+# -> (id=1, internal_name=sensor_data, ...)
+
+client.import_table_data(database_id=1, table_id=1, file_path="sensor.csv", separator=",",
+                         skip_lines=1, line_encoding="\n")
+print(f"Finished.")
+```
+
+The library is well-documented, please see the [full documentation](../sphinx) or
+the [PyPI page](https://pypi.org/project/dbrepo/).
+
+## Supported Features & Best-Practices
+
+- Manage user account ([docs](../usage-overview/#create-user-account))
+- Manage databases ([docs](../usage-overview/#create-database))
+- Manage database access & visibility ([docs](../usage-overview/#private-database-access))
+- Import dataset ([docs](../usage-overview/#private-database-access))
+- Create persistent identifiers ([docs](../usage-overview/#assign-database-pid))
+- Execute queries ([docs](../usage-overview/#export-subset))
+- Get data from tables/views/subsets
+
+## Secrets
+
+It is not recommended to store credentials directly in the notebook as they will be versioned with git, etc. Use
+environment variables instead:
+
+```properties title=".env"
+DBREPO_ENDPOINT=https://test.dbrepo.tuwien.ac.at
+DBREPO_USERNAME=foo
+DBREPO_PASSWORD=bar
+DBREPO_SECURE=True
+```
+
+Then use the default constructor of the `RestClient` to e.g. analyse a CSV. Your secrets are automatically passed:
+
+```python title="analysis.py"
+from dbrepo.RestClient import RestClient
+
+client = RestClient()
+analysis = client.analyse_datatypes(file_path="sensor.csv", separator=",")
+```
+
+## Future
+
+- Searching
+
+## Links
+
+This information is also mirrored on [PyPI](https://pypi.org/project/dbrepo/).
\ No newline at end of file
diff --git a/.docs/usage-search.md b/.docs/usage-search.md
deleted file mode 100644
index c21ae72c32..0000000000
--- a/.docs/usage-search.md
+++ /dev/null
@@ -1,9 +0,0 @@
----
-author: Martin Weise
----
-
-# Search Service
-
-The Search Service connects to the [Search Database](../system-databases-search/).
-
-!!! note "This section will be expanded"
\ No newline at end of file
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index d45c437c6d..b8385ade8a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -18,12 +18,22 @@ cache:
     - .m2/
 
 stages:
+  - lint
   - build
   - test
   - docs
   - release
   - scan
 
+lint-yaml:
+  image: bash:5.2-alpine3.19
+  stage: build
+  script:
+    - "apk add yq"
+    - "yq '.services.[] | .environment' docker-compose.yml > ./doc.txt"
+    - "yq '.services.[] | .environment' docker-compose.prod.yml > ./other.txt"
+    - "cmp --silent ./doc.txt ./other.txt"
+
 build-metadata-service:
   image: maven:3-openjdk-17
   stage: build
@@ -45,6 +55,18 @@ build-analyse-service:
     - "pip install pipenv"
     - "pipenv install gunicorn && pipenv install --dev --system --deploy"
 
+build-lib:
+  image: python:3.11-slim
+  stage: build
+  except:
+    refs:
+      - /^release-.*/
+  variables:
+    PIPENV_PIPFILE: "./lib/python/Pipfile"
+  script:
+    - "pip install pipenv"
+    - "pipenv install gunicorn && pipenv install --dev --system --deploy"
+
 build-data-service:
   image: maven:3-openjdk-17
   stage: build
@@ -174,6 +196,31 @@ test-analyse-service:
       junit: ./dbrepo-analyse-service/report.xml
   coverage: '/TOTAL.*?([0-9]{1,3})%/'
 
+test-lib:
+  image: python:3.11-slim
+  stage: test
+  except:
+    refs:
+      - /^release-.*/
+  variables:
+    PIPENV_PIPFILE: "./lib/python/Pipfile"
+  needs:
+    - build-lib
+  script:
+    - "pip install pipenv"
+    - "pipenv install gunicorn && pipenv install --dev --system --deploy"
+    - cd ./lib/python/ && coverage run -m pytest tests/test_database.py --junitxml=report.xml && coverage html --omit="test/*" && coverage report --omit="test/*" > ./coverage.txt
+    - "cat ./coverage.txt | grep -o 'TOTAL[^%]*%'"
+  artifacts:
+    when: always
+    paths:
+      - ./lib/python/report.xml
+      - ./lib/python/coverage.txt
+    expire_in: 1 days
+    reports:
+      junit: ./lib/python/report.xml
+  coverage: '/TOTAL.*?([0-9]{1,3})%/'
+
 scan-analyse-service:
   image: bitnami/trivy:latest
   stage: scan
@@ -514,3 +561,22 @@ release-docs:
     - tar czfv ./final.tar.gz ./final
     - "scp -oHostKeyAlgorithms=+ssh-rsa -oPubkeyAcceptedAlgorithms=+ssh-rsa final.tar.gz $CI_DOC_USER@$CI_DOC_IP:final.tar.gz"
     - "ssh -oHostKeyAlgorithms=+ssh-rsa -oPubkeyAcceptedAlgorithms=+ssh-rsa $CI_DOC_USER@$CI_DOC_IP 'rm -rf /system/user/ifs/infrastructures/public_html/dbrepo/*; tar xzfv ./final.tar.gz; rm -f ./final.tar.gz; cp -r ./final/* /system/user/ifs/infrastructures/public_html/dbrepo; rm -rf ./final'"
+
+release-libs:
+  stage: lint
+  image: docker.io/python:3.11-alpine
+  only:
+    refs:
+      - /^release-[0-9]+.*/
+  variables:
+    PIPENV_PIPFILE: "./dbrepo-analyse-service/Pipfile"
+  script:
+    - apk add sed
+    - pip install pipenv
+    - pipenv install gunicorn && pipenv install --dev --system --deploy
+    - pip install twine build
+    - 'sed -i -e "s/__APPVERSION__/${APP_VERSION}rc18/g" ./lib/python/pyproject.toml ./lib/python/setup.py ./lib/python/README.md'
+    - python -m build --sdist ./lib/python
+    - python -m build --wheel ./lib/python
+    - printf "[diskutils]\nindex-servers =\n    pypi\n\n[pypi]\nusername = __token__\npassword = ${CI_PIPY_TOKEN}\nrepository = https://upload.pypi.org/legacy/" > .pypirc
+    - python -m twine upload --config-file .pypirc --verbose --repository pypi ./lib/python/dist/dbrepo-*
\ No newline at end of file
diff --git a/Makefile b/Makefile
index e931d4de5b..a623f1ba92 100644
--- a/Makefile
+++ b/Makefile
@@ -26,6 +26,9 @@ build-metadata-service:
 build-analyse-service:
 	bash ./dbrepo-analyse-service/build.sh
 
+build-lib-python:
+	bash ./lib/python/build.sh
+
 build-docker:
 	bash ./bin/build-docker.sh
 
@@ -131,7 +134,7 @@ release-storage-service-init: tag-storage-service-init
 	docker push "${REPOSITORY_1_URL}/storage-service-init:${TAG}"
 	docker push "${REPOSITORY_2_URL}/storage-service-init:${TAG}"
 
-test-backend: test-metadata-service test-analyse-service test-data-service
+test-backend: test-metadata-service test-analyse-service test-data-service test-lib-python
 
 test-data-service: build-data-service
 	mvn -f ./dbrepo-data-service/pom.xml clean test verify
@@ -142,6 +145,9 @@ test-metadata-service: build-metadata-service
 test-analyse-service: build-analyse-service
 	bash ./dbrepo-analyse-service/test.sh
 
+test-lib-python: build-lib-python
+	bash ./lib/python/test.sh
+
 scan: scan-analyse-service scan-authentication-service scan-broker-service scan-gateway-service scan-metadata-db scan-metadata-service scan-search-db scan-ui scan-data-service scan-data-db scan-search-dashboard scan-search-service
 
 scan-analyse-service:
@@ -226,4 +232,5 @@ build-api:
 	bash .docs/.swagger/swagger-generate.sh
 
 docs:
-	bash .docs/build-website.sh
\ No newline at end of file
+	bash .docs/build-website.sh
+	bash ./lib/python/build-website.sh
\ No newline at end of file
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index ae6ef935a1..0000000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,1003 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "f1691729be450945956d143e93645380de19a546125e08a29e5eccbf54d97e1a"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.11"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "babel": {
-            "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
-        },
-        "beautifulsoup4": {
-            "hashes": [
-                "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051",
-                "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"
-            ],
-            "markers": "python_full_version >= '3.6.0'",
-            "version": "==4.12.3"
-        },
-        "brotli": {
-            "hashes": [
-                "sha256:03d20af184290887bdea3f0f78c4f737d126c74dc2f3ccadf07e54ceca3bf208",
-                "sha256:0541e747cce78e24ea12d69176f6a7ddb690e62c425e01d31cc065e69ce55b48",
-                "sha256:069a121ac97412d1fe506da790b3e69f52254b9df4eb665cd42460c837193354",
-                "sha256:0b63b949ff929fbc2d6d3ce0e924c9b93c9785d877a21a1b678877ffbbc4423a",
-                "sha256:0c6244521dda65ea562d5a69b9a26120769b7a9fb3db2fe9545935ed6735b128",
-                "sha256:11d00ed0a83fa22d29bc6b64ef636c4552ebafcef57154b4ddd132f5638fbd1c",
-                "sha256:141bd4d93984070e097521ed07e2575b46f817d08f9fa42b16b9b5f27b5ac088",
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-                "sha256:d429c2430c93b7903914e4db9a966c7f2b068dd2ebdd2fa9b9ce094c7d459f33"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==3.0.0"
-        },
-        "weasyprint": {
-            "hashes": [
-                "sha256:0c0cdd617a78699262b80026e67fa1692e3802cfa966395436eeaf6f787dd126",
-                "sha256:3e98eedcc1c5a14cb310c293c6d59a479f59a13f0d705ff07106482827fa5705"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==60.2"
-        },
-        "webencodings": {
-            "hashes": [
-                "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78",
-                "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"
-            ],
-            "version": "==0.5.1"
-        },
-        "zopfli": {
-            "hashes": [
-                "sha256:0574372283befa5af98fb31407e1fe6822f2f9c437ef69e7fa260e49022d8a65",
-                "sha256:082f030b2b7d6d4597ac517816e499c63b92130aa8f4f74a3788ebaa5770f974",
-                "sha256:08d105a49576a9e629f53a710f0009c4bf0a1d8a3239a74e41d0944f26e28a61",
-                "sha256:09ad5f8d7e0fe1975ca6d9fd5ad61c74233ae277982d3bc8814b599bbeb92f44",
-                "sha256:0fbb6e7fc0da56835167e3c83a45b28e99ba14b671ecb8e51100ad03dfffc3d0",
-                "sha256:13d151d5c83980f384439c87a5511853890182c05d93444f3cb05e5ceed37d82",
-                "sha256:1c5fd29730024f5fb0e2623e3853ca422bd3cf57042389c8e0e771dc47f88084",
-                "sha256:1f25f1bb6440ed90a1d458772fa6ce53632f5fb61e435b12ae6b9b39af98d758",
-                "sha256:2073b07c3ec4fcbc895bb02565a90f9f31373233979f6be398e82eacbd1105f3",
-                "sha256:22b1cfc398a87754730f7e268693c8eb480cb688fd645648fda85614a8b1c08c",
-                "sha256:2770cf6b88e9985c79b90fd6d4c15d8dab0caa37c1c3b17773e61ce857eab586",
-                "sha256:27f2b58050f84fa059db7a6ec17d98b388c18f9783551e5f97605f790f25e155",
-                "sha256:2da6f30632cefda8ebe032fdcb69cf062f5a6435af9d32de82ccef320e0261f5",
-                "sha256:31c467a300ba46f55aa0ea958ea388e350eefd039cf15764bf4cd737d5eeb8a6",
-                "sha256:39d8a73bee07cf7f2c73e08508bf788bfdf28a527da353b5d3e2a0ee4aaf770c",
-                "sha256:3e4675ca4c7b1215b8a53cec1831cbdb6914f91ea2f183817a06fc7b38e27642",
-                "sha256:40665bf0bacc8b82652a1af4016648dd69f896afa59fc481c1d19a222aa746ea",
-                "sha256:40b830244e6458ef982b4a5ebb0f228986d481408bae557a95eeece2c5ede4e6",
-                "sha256:52438999888715a378fc6fe1477ab7813e9e9b58a27a38d2ad7be0e396b1ab2e",
-                "sha256:57f93802e5ddb20647747ee4039a2e18a26e91bac4c41d3d75a2b2c97f270549",
-                "sha256:5e52aaab3a93470cf0ff2bb2135a8628dda7b70f675c46f35b6a1b30e8e482f4",
-                "sha256:6020a3533c6c7be09db9e59c2a8f3f894bf5d8e95cc01890d82114c923317c57",
-                "sha256:61a2fcc624e8b038d4fca84ba927dc3f31df53a7284692d46aa44d16fb3f47b2",
-                "sha256:61abe5f11400f9c6b22be578091e28dfb9f1a61efaaeaa2da66138b03ee93072",
-                "sha256:6225bbc33c4f803cdc1e71e3028af96dd0e1ed3cf061780d1bf05648df616a05",
-                "sha256:711d4fde9cb99e1a9158978e9d1624a37cdd170ff057f6340059514fcf38e808",
-                "sha256:72349c78da402e6784bd9c5f4aff5cc7017bd969016ec07b656722f7f29fc975",
-                "sha256:7463b42a2cee33f0a018bf8f1304da2379d6cb8111aa4e04d8f8590d0f1099e1",
-                "sha256:7599ce108386d91a402969cba4f17247e33a594b21cbd662e008414ccb0b4cf7",
-                "sha256:7769f6ca73f37dff92159127bd25b0cc7d81d3feb819d355dc7ac01ad05c673d",
-                "sha256:78022777139ac973286219e9e085d9496fb6c935502d93a52bd1bed01dfc2002",
-                "sha256:7bc89b71d1c4677f708cc162f40a4560f78f5f4c6aa6d884b423df7d38e8ba0b",
-                "sha256:7ddcbc258bb5c07ebb7f6ee64c46d4e35c39c6abba2b3dfa72c0ea4daf9e65fc",
-                "sha256:7ebb4e1b0f102d431830151041777c55700d12afd1e5adb5bcbce72037c1a10e",
-                "sha256:81d61eba5a8e221b297a1dd27f1dae2785a14a5524cc1e144da53705cf90d5c4",
-                "sha256:8293062567917201609b28b865289d5ddee55030c779fa9264caae4cc2e00fb3",
-                "sha256:84321886cf3e80e086e0f6f7b765975343aafa61165315bb8db514d0bec2d887",
-                "sha256:92ca61eaa1df774908c173683e23c512189bf791a7ebb49fac61324658cff490",
-                "sha256:975d45745cf6c3e3b61127e0140dcf145fa515f2021f669bd82768937b7bb1fb",
-                "sha256:978395a4ce5cc46db29a36cdb80549b564dc7706237abaca5aac328dd5842f65",
-                "sha256:97d2f993142fed4f9c11c1766eb53409efe7298c755cf4599c171bfedcbaddae",
-                "sha256:9dcf7af42c11b3cf5d3fbf665799e10f54f66caea2020fe304602df83b9a1a69",
-                "sha256:ad2a98890045d13b0cdc93c1637990c211dc877493469afc61a097a00a70cf22",
-                "sha256:ae890df6e5f1e8fa0697cafd848826decce0ac53e54e5a018fd97775e3a354c0",
-                "sha256:b30a922b9d73f22da2b589b35e594dcc6d144eb38ad890c542f2b92902ba9892",
-                "sha256:c1afe5ba0d957e462afbd3da116ac1a2a6d23e8a94436a95b692c5c324694a16",
-                "sha256:c3c61787a90439cf68f751b2a1ab789b0805876c0cd9b58398adc212d1eeace5",
-                "sha256:c6555293e42e7a9154940bb18613de2abce21a855780baff8a6c372e395c59b3",
-                "sha256:ca9a6df3d11c2f8f0356c141523c4914a2850dd39fc213d968c0272db635eea9",
-                "sha256:d0a8e556916088fadb098ddb6eed034d5c2df3b8fba7f2488e87e8c224002eca",
-                "sha256:d40373db61883f6fc8b7040c9196a16f737e3063632afd15e8b3f25e871a30e8",
-                "sha256:dbc9841bedd736041eb5e6982cd92da93bee145745f5422f3795f6f258cdc6ef",
-                "sha256:dc59299eda2aaf57f0ee5c4b42ada0b80e3dc4c09c5bdda8ee9ae5cf93fafa9e",
-                "sha256:deffa15253a43a597e8ebf82ca1908bd70b3bf899da163b017d49ddd5e12732a",
-                "sha256:e4068d4d35b2e63898d22e1b7777d986b8f5d61fe83a77973730ce9cff1b4ba1",
-                "sha256:e5f62ca9a947f09f531c721e2a3f2e0094523436b8eb5df18d71245c1924f89a",
-                "sha256:eef08c02295bb99c7fdca380c52e5454fa1c08025fb0bea2c7ae6c0e1e9c034b",
-                "sha256:f07997453e7777e19ef0a2445cc1b90e1bb90c623dd77554325932dea6350fee",
-                "sha256:f48de4818c10c539fdd01276512043ae4ae738e0301e9cace1dd38f4bcffad6a",
-                "sha256:f69b161b4d49e256ab285c6c6ee1cf217fda864a9b175d24fa0a0b8c2de9ff13",
-                "sha256:ff86a2cd6b9864027861a129d6d73231b6d463f0d364ca0fdca4492390357cba"
-            ],
-            "version": "==0.2.3"
-        }
-    },
-    "develop": {}
-}
diff --git a/dbrepo-analyse-service/.gitignore b/dbrepo-analyse-service/.gitignore
index 612cf05985..eb26996516 100644
--- a/dbrepo-analyse-service/.gitignore
+++ b/dbrepo-analyse-service/.gitignore
@@ -6,7 +6,6 @@ __pycache__
 .DS_Store
 
 # Environment
-.env
 .flaskenv
 *.pyc
 *.pyo
diff --git a/dbrepo-analyse-service/Pipfile b/dbrepo-analyse-service/Pipfile
index 56be719598..33d0cd74fb 100644
--- a/dbrepo-analyse-service/Pipfile
+++ b/dbrepo-analyse-service/Pipfile
@@ -20,6 +20,8 @@ minio = "*"
 flask-sqlalchemy = "*"
 opensearch-py = "*"
 pymysql = "*"
+dataclasses = "*"
+dataclasses-json = "*"
 
 [dev-packages]
 coverage = "*"
diff --git a/dbrepo-analyse-service/Pipfile.lock b/dbrepo-analyse-service/Pipfile.lock
index 4c071adaea..8c747a022c 100644
--- a/dbrepo-analyse-service/Pipfile.lock
+++ b/dbrepo-analyse-service/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "652c3e1fcfa9736a09b28e0fb5df79dddb7b70e0107e2079aa9cda546b70606c"
+            "sha256": "bec6f97fa1f79cd9ecaf77da235e2182f027fe913a79f7020585cc7e5507058a"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -69,19 +69,20 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:004e67b078be58d34469406f93cc8b95bc43becef4bbe44523a0b8e51f84c668",
-                "sha256:162edf182e53c198137a28432a626dba103f787a8f5000ed4758b73ccd203fa0"
+                "sha256:00a7cff4887e8a46c8b2ce438f33d5f87cf7812f303227adc0266f28338af6d5",
+                "sha256:14f1e23b3f83ec365628a6ef849f1038b4c7338c4fabff159007c711b8147efc"
             ],
             "index": "pypi",
-            "version": "==1.34.59"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.34.68"
         },
         "botocore": {
             "hashes": [
-                "sha256:24edb4d21d7c97dea0c6c4a80d36b3809b1443a30b0bd5e317d6c319dfac823f",
-                "sha256:4bc112dafb1679ab571117593f7656604726a3da0e5ae5bad00ea772fa40e75c"
+                "sha256:3ad0ec67f78beecc039c3c31c93a83181e30b6f789261bdbb9f5c8e8dc551812",
+                "sha256:e7ae9d69cc3e7b31d926e6a1a9ae673ba02da263e35cf12ff2bae35a21755cc6"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.59"
+            "version": "==1.34.68"
         },
         "certifi": {
             "hashes": [
@@ -261,12 +262,30 @@
             "markers": "python_version >= '3.7'",
             "version": "==8.1.7"
         },
+        "dataclasses": {
+            "hashes": [
+                "sha256:454a69d788c7fda44efd71e259be79577822f5e3f53f029a22d08004e951dc9f",
+                "sha256:6988bd2b895eef432d562370bb707d540f32f7360ab13da45340101bc2307d84"
+            ],
+            "index": "pypi",
+            "version": "==0.6"
+        },
+        "dataclasses-json": {
+            "hashes": [
+                "sha256:73696ebf24936560cca79a2430cbc4f3dd23ac7bf46ed17f38e5e5e7657a6377",
+                "sha256:f90578b8a3177f7552f4e1a6e535e84293cd5da421fcce0642d49c0d7bdf8df2"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.7' and python_version < '4.0'",
+            "version": "==0.6.4"
+        },
         "exceptiongroup": {
             "hashes": [
                 "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14",
                 "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==1.2.0"
         },
         "flasgger": {
@@ -278,11 +297,12 @@
         },
         "flask": {
             "hashes": [
-                "sha256:3232e0e9c850d781933cf0207523d1ece087eb8d87b23777ae38456e2fbe7c6e",
-                "sha256:822c03f4b799204250a7ee84b1eddc40665395333973dfb9deebfe425fefcb7d"
+                "sha256:09c347a92aa7ff4a8e7f3206795f30d826654baf38b873d0744cd571ca609efc",
+                "sha256:f69fcd559dc907ed196ab9df0e48471709175e696d6e698dd4dbe940f96ce66b"
             ],
             "index": "pypi",
-            "version": "==3.0.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.3.3"
         },
         "flask-cors": {
             "hashes": [
@@ -298,6 +318,7 @@
                 "sha256:e4b68bb881802dda1a7d878b2fc84c06d1ee57fb40b874d3dc97dabfa36b8312"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.8'",
             "version": "==3.1.1"
         },
         "gevent": {
@@ -345,6 +366,7 @@
                 "sha256:fbfdce91239fe306772faab57597186710d5699213f4df099d1612da7320d682"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.8'",
             "version": "==24.2.1"
         },
         "greenlet": {
@@ -409,6 +431,7 @@
                 "sha256:fe754d231288e1e64323cfad462fcee8f0288654c10bdf4f603a39ed923bef33"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==3.0.3"
         },
         "gunicorn": {
@@ -417,6 +440,7 @@
                 "sha256:88ec8bff1d634f98e61b9f65bc4bf3cd918a90806c6f5c48bc5603849ec81033"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.5'",
             "version": "==21.2.0"
         },
         "html5lib": {
@@ -437,11 +461,11 @@
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:198f568f3230878cb1b44fbd7975f87906c22336dba2e4a7f05278c281fbd792",
-                "sha256:f4bc4c0c070c490abf4ce96d715f68e95923320370efb66143df00199bb6c100"
+                "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570",
+                "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==7.0.2"
+            "version": "==7.1.0"
         },
         "itsdangerous": {
             "hashes": [
@@ -639,6 +663,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==2.1.5"
         },
+        "marshmallow": {
+            "hashes": [
+                "sha256:4e65e9e0d80fc9e609574b9983cf32579f305c718afb30d7233ab818571768c3",
+                "sha256:f085493f79efb0644f270a9bf2892843142d80d7174bbbd2f3713f2a589dc633"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.21.1"
+        },
         "messytables": {
             "hashes": [
                 "sha256:227a5aac364919a7d3faa6ce04027fcbd03e041efcd3d57fabb1d1067591a2cd"
@@ -662,6 +694,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==3.0.2"
         },
+        "mypy-extensions": {
+            "hashes": [
+                "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d",
+                "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==1.0.0"
+        },
         "numpy": {
             "hashes": [
                 "sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b",
@@ -702,6 +742,7 @@
                 "sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.9'",
             "version": "==1.26.4"
         },
         "opensearch-py": {
@@ -710,15 +751,16 @@
                 "sha256:7867319132133e2974c09f76a54eb1d502b989229be52da583d93ddc743ea111"
             ],
             "index": "pypi",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' and python_version < '4'",
             "version": "==2.4.2"
         },
         "packaging": {
             "hashes": [
-                "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5",
-                "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"
+                "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5",
+                "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==23.2"
+            "version": "==24.0"
         },
         "pandas": {
             "hashes": [
@@ -753,6 +795,7 @@
                 "sha256:f9d3558d263073ed95e46f4650becff0c5e1ffe0fc3a015de3c79283dfbdb3df"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.9'",
             "version": "==2.2.1"
         },
         "prometheus-client": {
@@ -822,6 +865,7 @@
                 "sha256:8969ec6d763c856f7073c4c64662882675702efcb114b4bcbb955aea3a069fa7"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==1.1.0"
         },
         "python-dateutil": {
@@ -906,11 +950,11 @@
         },
         "referencing": {
             "hashes": [
-                "sha256:39240f2ecc770258f28b642dd47fd74bc8b02484de54e1882b74b35ebd779bd5",
-                "sha256:c775fedf74bc0f9189c2a3be1c12fd03e8c23f4d371dce795df44e06c5b412f7"
+                "sha256:5773bd84ef41799a5a8ca72dc34590c041eb01bf9aa02632b4a973fb0181a844",
+                "sha256:d53ae300ceddd3169f1ffa9caf2cb7b769e92657e4fafb23d34b93679116dfd4"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.33.0"
+            "version": "==0.34.0"
         },
         "requests": {
             "hashes": [
@@ -1027,19 +1071,19 @@
         },
         "s3transfer": {
             "hashes": [
-                "sha256:3cdb40f5cfa6966e812209d0994f2a4709b561c88e90cf00c2696d2df4e56b2e",
-                "sha256:d0c8bbf672d5eebbe4e57945e23b972d963f07d82f661cabf678a5c88831595b"
+                "sha256:5683916b4c724f799e600f41dd9e10a9ff19871bf87623cc8f491cb4f5fa0a19",
+                "sha256:ceb252b11bcf87080fb7850a224fb6e05c8a776bab8f2b64b7f25b969464839d"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.10.0"
+            "version": "==0.10.1"
         },
         "setuptools": {
             "hashes": [
-                "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56",
-                "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"
+                "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e",
+                "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==69.1.1"
+            "version": "==69.2.0"
         },
         "six": {
             "hashes": [
@@ -1112,6 +1156,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==4.10.0"
         },
+        "typing-inspect": {
+            "hashes": [
+                "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f",
+                "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"
+            ],
+            "version": "==0.9.0"
+        },
         "tzdata": {
             "hashes": [
                 "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd",
@@ -1153,11 +1204,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31",
-                "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"
+                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
+                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.17.0"
+            "version": "==3.18.1"
         },
         "zope.event": {
             "hashes": [
@@ -1410,61 +1461,62 @@
         },
         "coverage": {
             "hashes": [
-                "sha256:0209a6369ccce576b43bb227dc8322d8ef9e323d089c6f3f26a597b09cb4d2aa",
-                "sha256:062b0a75d9261e2f9c6d071753f7eef0fc9caf3a2c82d36d76667ba7b6470003",
-                "sha256:0842571634f39016a6c03e9d4aba502be652a6e4455fadb73cd3a3a49173e38f",
-                "sha256:16bae383a9cc5abab9bb05c10a3e5a52e0a788325dc9ba8499e821885928968c",
-                "sha256:18c7320695c949de11a351742ee001849912fd57e62a706d83dfc1581897fa2e",
-                "sha256:18d90523ce7553dd0b7e23cbb28865db23cddfd683a38fb224115f7826de78d0",
-                "sha256:1bf25fbca0c8d121a3e92a2a0555c7e5bc981aee5c3fdaf4bb7809f410f696b9",
-                "sha256:276f6077a5c61447a48d133ed13e759c09e62aff0dc84274a68dc18660104d52",
-                "sha256:280459f0a03cecbe8800786cdc23067a8fc64c0bd51dc614008d9c36e1659d7e",
-                "sha256:28ca2098939eabab044ad68850aac8f8db6bf0b29bc7f2887d05889b17346454",
-                "sha256:2c854ce44e1ee31bda4e318af1dbcfc929026d12c5ed030095ad98197eeeaed0",
-                "sha256:35eb581efdacf7b7422af677b92170da4ef34500467381e805944a3201df2079",
-                "sha256:37389611ba54fd6d278fde86eb2c013c8e50232e38f5c68235d09d0a3f8aa352",
-                "sha256:3b253094dbe1b431d3a4ac2f053b6d7ede2664ac559705a704f621742e034f1f",
-                "sha256:3b2eccb883368f9e972e216c7b4c7c06cabda925b5f06dde0650281cb7666a30",
-                "sha256:451f433ad901b3bb00184d83fd83d135fb682d780b38af7944c9faeecb1e0bfe",
-                "sha256:489763b2d037b164846ebac0cbd368b8a4ca56385c4090807ff9fad817de4113",
-                "sha256:4af154d617c875b52651dd8dd17a31270c495082f3d55f6128e7629658d63765",
-                "sha256:506edb1dd49e13a2d4cac6a5173317b82a23c9d6e8df63efb4f0380de0fbccbc",
-                "sha256:6679060424faa9c11808598504c3ab472de4531c571ab2befa32f4971835788e",
-                "sha256:69b9f6f66c0af29642e73a520b6fed25ff9fd69a25975ebe6acb297234eda501",
-                "sha256:6c00cdc8fa4e50e1cc1f941a7f2e3e0f26cb2a1233c9696f26963ff58445bac7",
-                "sha256:6c0cdedd3500e0511eac1517bf560149764b7d8e65cb800d8bf1c63ebf39edd2",
-                "sha256:708a3369dcf055c00ddeeaa2b20f0dd1ce664eeabde6623e516c5228b753654f",
-                "sha256:718187eeb9849fc6cc23e0d9b092bc2348821c5e1a901c9f8975df0bc785bfd4",
-                "sha256:767b35c3a246bcb55b8044fd3a43b8cd553dd1f9f2c1eeb87a302b1f8daa0524",
-                "sha256:77fbfc5720cceac9c200054b9fab50cb2a7d79660609200ab83f5db96162d20c",
-                "sha256:7cbde573904625509a3f37b6fecea974e363460b556a627c60dc2f47e2fffa51",
-                "sha256:8249b1c7334be8f8c3abcaaa996e1e4927b0e5a23b65f5bf6cfe3180d8ca7840",
-                "sha256:8580b827d4746d47294c0e0b92854c85a92c2227927433998f0d3320ae8a71b6",
-                "sha256:8640f1fde5e1b8e3439fe482cdc2b0bb6c329f4bb161927c28d2e8879c6029ee",
-                "sha256:9a9babb9466fe1da12417a4aed923e90124a534736de6201794a3aea9d98484e",
-                "sha256:a78ed23b08e8ab524551f52953a8a05d61c3a760781762aac49f8de6eede8c45",
-                "sha256:abbbd8093c5229c72d4c2926afaee0e6e3140de69d5dcd918b2921f2f0c8baba",
-                "sha256:ae7f19afe0cce50039e2c782bff379c7e347cba335429678450b8fe81c4ef96d",
-                "sha256:b3ec74cfef2d985e145baae90d9b1b32f85e1741b04cd967aaf9cfa84c1334f3",
-                "sha256:b51bfc348925e92a9bd9b2e48dad13431b57011fd1038f08316e6bf1df107d10",
-                "sha256:b9a4a8dd3dcf4cbd3165737358e4d7dfbd9d59902ad11e3b15eebb6393b0446e",
-                "sha256:ba3a8aaed13770e970b3df46980cb068d1c24af1a1968b7818b69af8c4347efb",
-                "sha256:c0524de3ff096e15fcbfe8f056fdb4ea0bf497d584454f344d59fce069d3e6e9",
-                "sha256:c0a120238dd71c68484f02562f6d446d736adcc6ca0993712289b102705a9a3a",
-                "sha256:cbbe5e739d45a52f3200a771c6d2c7acf89eb2524890a4a3aa1a7fa0695d2a47",
-                "sha256:ce8c50520f57ec57aa21a63ea4f325c7b657386b3f02ccaedeccf9ebe27686e1",
-                "sha256:cf30900aa1ba595312ae41978b95e256e419d8a823af79ce670835409fc02ad3",
-                "sha256:d25b937a5d9ffa857d41be042b4238dd61db888533b53bc76dc082cb5a15e914",
-                "sha256:d6cdecaedea1ea9e033d8adf6a0ab11107b49571bbb9737175444cea6eb72328",
-                "sha256:dec9de46a33cf2dd87a5254af095a409ea3bf952d85ad339751e7de6d962cde6",
-                "sha256:ebe7c9e67a2d15fa97b77ea6571ce5e1e1f6b0db71d1d5e96f8d2bf134303c1d",
-                "sha256:ee866acc0861caebb4f2ab79f0b94dbfbdbfadc19f82e6e9c93930f74e11d7a0",
-                "sha256:f6a09b360d67e589236a44f0c39218a8efba2593b6abdccc300a8862cffc2f94",
-                "sha256:fcc66e222cf4c719fe7722a403888b1f5e1682d1679bd780e2b26c18bb648cdc",
-                "sha256:fd6545d97c98a192c5ac995d21c894b581f1fd14cf389be90724d21808b657e2"
+                "sha256:00838a35b882694afda09f85e469c96367daa3f3f2b097d846a7216993d37f4c",
+                "sha256:0513b9508b93da4e1716744ef6ebc507aff016ba115ffe8ecff744d1322a7b63",
+                "sha256:09c3255458533cb76ef55da8cc49ffab9e33f083739c8bd4f58e79fecfe288f7",
+                "sha256:09ef9199ed6653989ebbcaacc9b62b514bb63ea2f90256e71fea3ed74bd8ff6f",
+                "sha256:09fa497a8ab37784fbb20ab699c246053ac294d13fc7eb40ec007a5043ec91f8",
+                "sha256:0f9f50e7ef2a71e2fae92774c99170eb8304e3fdf9c8c3c7ae9bab3e7229c5cf",
+                "sha256:137eb07173141545e07403cca94ab625cc1cc6bc4c1e97b6e3846270e7e1fea0",
+                "sha256:1f384c3cc76aeedce208643697fb3e8437604b512255de6d18dae3f27655a384",
+                "sha256:201bef2eea65e0e9c56343115ba3814e896afe6d36ffd37bab783261db430f76",
+                "sha256:38dd60d7bf242c4ed5b38e094baf6401faa114fc09e9e6632374388a404f98e7",
+                "sha256:3b799445b9f7ee8bf299cfaed6f5b226c0037b74886a4e11515e569b36fe310d",
+                "sha256:3ea79bb50e805cd6ac058dfa3b5c8f6c040cb87fe83de10845857f5535d1db70",
+                "sha256:40209e141059b9370a2657c9b15607815359ab3ef9918f0196b6fccce8d3230f",
+                "sha256:41c9c5f3de16b903b610d09650e5e27adbfa7f500302718c9ffd1c12cf9d6818",
+                "sha256:54eb8d1bf7cacfbf2a3186019bcf01d11c666bd495ed18717162f7eb1e9dd00b",
+                "sha256:598825b51b81c808cb6f078dcb972f96af96b078faa47af7dfcdf282835baa8d",
+                "sha256:5fc1de20b2d4a061b3df27ab9b7c7111e9a710f10dc2b84d33a4ab25065994ec",
+                "sha256:623512f8ba53c422fcfb2ce68362c97945095b864cda94a92edbaf5994201083",
+                "sha256:690db6517f09336559dc0b5f55342df62370a48f5469fabf502db2c6d1cffcd2",
+                "sha256:69eb372f7e2ece89f14751fbcbe470295d73ed41ecd37ca36ed2eb47512a6ab9",
+                "sha256:73bfb9c09951125d06ee473bed216e2c3742f530fc5acc1383883125de76d9cd",
+                "sha256:742a76a12aa45b44d236815d282b03cfb1de3b4323f3e4ec933acfae08e54ade",
+                "sha256:7c95949560050d04d46b919301826525597f07b33beba6187d04fa64d47ac82e",
+                "sha256:8130a2aa2acb8788e0b56938786c33c7c98562697bf9f4c7d6e8e5e3a0501e4a",
+                "sha256:8a2b2b78c78293782fd3767d53e6474582f62443d0504b1554370bde86cc8227",
+                "sha256:8ce1415194b4a6bd0cdcc3a1dfbf58b63f910dcb7330fe15bdff542c56949f87",
+                "sha256:9ca28a302acb19b6af89e90f33ee3e1906961f94b54ea37de6737b7ca9d8827c",
+                "sha256:a4cdc86d54b5da0df6d3d3a2f0b710949286094c3a6700c21e9015932b81447e",
+                "sha256:aa5b1c1bfc28384f1f53b69a023d789f72b2e0ab1b3787aae16992a7ca21056c",
+                "sha256:aadacf9a2f407a4688d700e4ebab33a7e2e408f2ca04dbf4aef17585389eff3e",
+                "sha256:ae71e7ddb7a413dd60052e90528f2f65270aad4b509563af6d03d53e979feafd",
+                "sha256:b14706df8b2de49869ae03a5ccbc211f4041750cd4a66f698df89d44f4bd30ec",
+                "sha256:b1a93009cb80730c9bca5d6d4665494b725b6e8e157c1cb7f2db5b4b122ea562",
+                "sha256:b2991665420a803495e0b90a79233c1433d6ed77ef282e8e152a324bbbc5e0c8",
+                "sha256:b2c5edc4ac10a7ef6605a966c58929ec6c1bd0917fb8c15cb3363f65aa40e677",
+                "sha256:b4d33f418f46362995f1e9d4f3a35a1b6322cb959c31d88ae56b0298e1c22357",
+                "sha256:b91cbc4b195444e7e258ba27ac33769c41b94967919f10037e6355e998af255c",
+                "sha256:c74880fc64d4958159fbd537a091d2a585448a8f8508bf248d72112723974cbd",
+                "sha256:c901df83d097649e257e803be22592aedfd5182f07b3cc87d640bbb9afd50f49",
+                "sha256:cac99918c7bba15302a2d81f0312c08054a3359eaa1929c7e4b26ebe41e9b286",
+                "sha256:cc4f1358cb0c78edef3ed237ef2c86056206bb8d9140e73b6b89fbcfcbdd40e1",
+                "sha256:ccd341521be3d1b3daeb41960ae94a5e87abe2f46f17224ba5d6f2b8398016cf",
+                "sha256:ce4b94265ca988c3f8e479e741693d143026632672e3ff924f25fab50518dd51",
+                "sha256:cf271892d13e43bc2b51e6908ec9a6a5094a4df1d8af0bfc360088ee6c684409",
+                "sha256:d5ae728ff3b5401cc320d792866987e7e7e880e6ebd24433b70a33b643bb0384",
+                "sha256:d71eec7d83298f1af3326ce0ff1d0ea83c7cb98f72b577097f9083b20bdaf05e",
+                "sha256:d898fe162d26929b5960e4e138651f7427048e72c853607f2b200909794ed978",
+                "sha256:d89d7b2974cae412400e88f35d86af72208e1ede1a541954af5d944a8ba46c57",
+                "sha256:dfa8fe35a0bb90382837b238fff375de15f0dcdb9ae68ff85f7a63649c98527e",
+                "sha256:e0be5efd5127542ef31f165de269f77560d6cdef525fffa446de6f7e9186cfb2",
+                "sha256:fdfafb32984684eb03c2d83e1e51f64f0906b11e64482df3c5db936ce3839d48",
+                "sha256:ff7687ca3d7028d8a5f0ebae95a6e4827c5616b31a4ee1192bdfde697db110d4"
             ],
             "index": "pypi",
-            "version": "==7.4.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==7.4.4"
         },
         "docker": {
             "hashes": [
@@ -1480,6 +1532,7 @@
                 "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==1.2.0"
         },
         "greenlet": {
@@ -1544,6 +1597,7 @@
                 "sha256:fe754d231288e1e64323cfad462fcee8f0288654c10bdf4f603a39ed923bef33"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==3.0.3"
         },
         "idna": {
@@ -1576,15 +1630,16 @@
                 "sha256:7867319132133e2974c09f76a54eb1d502b989229be52da583d93ddc743ea111"
             ],
             "index": "pypi",
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' and python_version < '4'",
             "version": "==2.4.2"
         },
         "packaging": {
             "hashes": [
-                "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5",
-                "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"
+                "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5",
+                "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==23.2"
+            "version": "==24.0"
         },
         "pluggy": {
             "hashes": [
@@ -1645,15 +1700,17 @@
                 "sha256:8969ec6d763c856f7073c4c64662882675702efcb114b4bcbb955aea3a069fa7"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==1.1.0"
         },
         "pytest": {
             "hashes": [
-                "sha256:d4051d623a2e0b7e51960ba963193b09ce6daeb9759a451844a21e4ddedfc1bd",
-                "sha256:edfaaef32ce5172d5466b5127b42e0d6d35ebbe4453f0e3505d96afd93f6b096"
+                "sha256:2a8386cfc11fa9d2c50ee7b2a57e7d898ef90470a7a34c4b949ff59662bb78b7",
+                "sha256:ac978141a75948948817d360297b7aae0fcb9d6ff6bc9ec6d514b85d5a65c044"
             ],
             "index": "pypi",
-            "version": "==8.0.2"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.1.1"
         },
         "python-dateutil": {
             "hashes": [
@@ -1746,6 +1803,7 @@
                 "sha256:54d330d085c0a11fc5da0b001af87aec4dd3e814104376bf7513e8646c77442a"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==0.0.1rc1"
         },
         "testcontainers-mysql": {
@@ -1753,6 +1811,7 @@
                 "sha256:d22894e0d8c7b4f7424afef99f713aa7e7a19ff987b7723aed863b9c478a2c91"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==0.0.1rc1"
         },
         "testcontainers-opensearch": {
@@ -1760,6 +1819,7 @@
                 "sha256:0bdf270b5b7f53915832f7c31dd2bd3ffdc20b534ea6b32231cc7003049bd0e1"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.7'",
             "version": "==0.0.1rc1"
         },
         "tomli": {
diff --git a/dbrepo-analyse-service/app.py b/dbrepo-analyse-service/app.py
index 70c3d83bcf..80253a3168 100644
--- a/dbrepo-analyse-service/app.py
+++ b/dbrepo-analyse-service/app.py
@@ -1,3 +1,5 @@
+import dataclasses
+import json
 import logging
 from _csv import Error
 
@@ -13,6 +15,8 @@ from gevent.pywsgi import WSGIServer
 from opensearchpy import OpenSearch
 from prometheus_flask_exporter import PrometheusMetrics
 
+from botocore.exceptions import ClientError
+
 from determine_dt import determine_datatypes
 from determine_pk import determine_pk
 from determine_stats import determine_stats
@@ -61,7 +65,6 @@ opensearch_client = OpenSearch(
     use_ssl=False,
 )
 
-
 swagger_config = {
     "headers": [],
     "specs": [
@@ -114,98 +117,82 @@ def health():
     return Response(res, mimetype="application/json"), 200
 
 
-@app.route("/api/analyse/determinedt", methods=["POST"], endpoint="analyze_determinedt")
-@swag_from("as-yml/determinedt.yml")
-def determinedt():
-    logging.debug("endpoint determine datatype, body=%s", request)
-    input_json = request.get_json()
+@app.route("/api/analyse/datatypes", methods=["GET"], endpoint="analyze_analyse_datatypes")
+@swag_from("as-yml/analyse_datatypes.yml")
+def analyse_datatypes():
+    filename: str = request.args.get('filename')
+    separator: str = request.args.get('separator')
+    enum: bool = request.args.get('enum', False)
+    enum_tol: float = request.args.get('enum_tol')
+
+    if filename is None or separator is None:
+        return Response(
+            json.dumps({'success': False, 'message': "Missing required query parameters 'filename' and 'separator'"}),
+            mimetype="application/json"), 400
+
     try:
-        filename = str(input_json["filename"])
-        enum = False
-        if "enum" in input_json:
-            enum = bool(input_json["enum"])
-            logging.info("Enum is present in payload and set to %s", enum)
-        enum_tol = 0.001
-        if "enum_tol" in input_json:
-            enum_tol = float(input_json["enum_tol"])
-            logging.info(
-                "Enum toleration is present in payload and set to %s", enum_tol
-            )
-        separator = None
-        if "separator" in input_json:
-            separator = str(input_json["separator"])
-            logging.info("Seperator is present in payload and set to %s", separator)
         res = determine_datatypes(filename, enum, enum_tol, separator)
         logging.debug("determine datatype resulted in datatypes %s", res)
-        return Response(res, mimetype="application/json"), 200
+        return Response(res, mimetype="application/json"), 202
     except OSError as e:
-        logging.error("Failed to determine data types: %s", e)
+        logging.error(f"Failed to determine data types: {e}")
         res = dumps({"success": False, "message": str(e)})
-        return Response(res, mimetype="application/json"), 409
-    except Error as e:
-        logging.error("Failed to determine separator %s", e)
+        return Response(res, mimetype="application/json"), 400
+    except ClientError as e:
+        logging.error(f"Failed to determine separator: {e}")
         res = dumps({"success": False, "message": str(e)})
-        return Response(res, mimetype="application/json"), 422
+        return Response(res, mimetype="application/json"), 404
     except Exception as e:
-        logging.error("Failed to determine data types: %s", e)
+        logging.error(f"Failed to determine data types: {e}")
         res = dumps({"success": False, "message": str(e)})
         return Response(res, mimetype="application/json"), 500
 
 
-@app.route("/api/analyse/determinepk", methods=["POST"], endpoint="analyze_determinepk")
-@swag_from("as-yml/determinepk.yml")
-def determinepk():
-    logging.debug("endpoint determine primary key, body=%s", request)
-    input_json = request.get_json()
+@app.route("/api/analyse/keys", methods=["GET"], endpoint="analyze_analyse_keys")
+@swag_from("as-yml/analyse_keys.yml")
+def analyse_keys():
+    filename: str = request.args.get("filename")
+    separator: str = request.args.get('separator')
+
+    if filename is None or separator is None:
+        return Response(
+            json.dumps({'success': False, 'message': "Missing required query parameters 'filename' and 'separator'"}),
+            400)
+
     try:
-        filepath = str(input_json["filepath"])
-        seperator = ","
-        if "seperator" in input_json:
-            seperator = str(input_json["seperator"])
-        res = determine_pk(filepath, seperator)
-        logging.debug("determined list of primary keys: %s", res)
-        return Response(res, mimetype="application/json"), 200
+        res = {
+            'keys': determine_pk(filename, separator)
+        }
+        logging.info(f"Determined list of primary keys: {res}")
+        return Response(dumps(res), mimetype="application/json"), 202
+    except OSError as e:
+        logging.error(f"Failed to determine primary key: {e}")
+        res = dumps({"success": False, "message": str(e)})
+        return Response(res, mimetype="application/json"), 404
     except Exception as e:
-        logging.error("Failed to determine primary key: %s", e)
+        logging.error(f"Failed to determine primary key: {e}")
         res = dumps({"success": False, "message": str(e)})
         return Response(res, mimetype="application/json"), 500
 
 
-@app.route("/api/analyse/determinestats", methods=["POST"], endpoint="analyse_determinestats")
-@swag_from("as-yml/determine_stats.yml")
-def determinestats():
-    logging.debug(
-        "endpoint to determine the statistical properties, body = %s", request
-    )
-    input_json = request.get_json()
-    if "filepath" not in input_json:
-        return {"message": "Missing 'filepath'", "status": 400}, 400
-
-    filepath = str(input_json["filepath"])
-    separator = str(input_json.get("separator", ","))
-    return determine_stats(filepath, separator)
-
-
-@app.route("/api/analyse/determinestat", methods=["POST"], endpoint="analyse_determinestat")
-@swag_from("as-yml/determine_stat.yml")
-def determinestat():
-    input_json = request.get_json()
-
-    if "database_id" not in input_json:
-        return {"message": "Missing 'database_id'", "status": 400}, 400
-    if "table_id" not in input_json:
-        return {"message": "Missing 'table_id'", "status": 400}, 400
-
-    res = determine_stats(
-        db,
-        opensearch_client,
-        database_id=input_json["database_id"],
-        table_id=input_json["table_id"],
-    )
-    if res:
-        return {"message": "Analysed statistical properties.", "status": 200}
-    else:
-        return {"message": "Database or table does not exist.", "status": 400}, 400
+@app.route("/api/analyse/database/<database_id>/table/<table_id>/statistics", methods=["GET"],
+           endpoint="analyse_analyse_table_stat")
+@swag_from("as-yml/analyse_table_stat.yml")
+def analyse_table_stat(database_id: int = None, table_id: int = None):
+    if database_id is None:
+        return Response(dumps({"message": "Missing path variable 'database_id'", "status": 400}),
+                        mimetype="application/json"), 400
+    if table_id is None:
+        return Response(dumps({"message": "Missing path variable 'table_id'", "status": 400}),
+                        mimetype="application/json"), 400
+
+    try:
+        res = determine_stats(db, opensearch_client, database_id=database_id, table_id=table_id)
+        logging.info(f"Analysed table statistics: {res}")
+        return Response(json.dumps(dataclasses.asdict(res)), mimetype="application/json"), 202
+    except OSError:
+        return Response(dumps({"message": "Database or table does not exist.", "status": 404}),
+                        mimetype="application/json"), 404
 
 
 rest_server_port = 5000
diff --git a/dbrepo-analyse-service/as-yml/analyse_datatypes.yml b/dbrepo-analyse-service/as-yml/analyse_datatypes.yml
new file mode 100644
index 0000000000..6ed8d9ab02
--- /dev/null
+++ b/dbrepo-analyse-service/as-yml/analyse_datatypes.yml
@@ -0,0 +1,103 @@
+tags:
+  - analyse-endpoint
+summary: "Determine datatypes"
+description: "This is a simple API which returns the datatypes of a (path) csv file"
+consumes:
+  - "application/json"
+produces:
+  - "application/json"
+parameters:
+  - name: filename
+    in: query
+    required: true
+    example: filename_s3_key
+    schema:
+      type: string
+  - name: separator
+    in: query
+    required: true
+    example: ","
+    schema:
+      type: string
+  - name: enum
+    in: query
+    required: false
+    example: "false"
+    schema:
+      type: boolean
+  - name: enum_tol
+    in: query
+    required: false
+    example: "2.5"
+    schema:
+      type: float
+responses:
+  202:
+    description: Determined data types successfully
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/DataTypesDto'
+  400:
+    description: "Failed to determine data types"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+  404:
+    description: "Failed to find file in Storage Service"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+  500:
+    description: "Unexpected system error"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+components:
+  schemas:
+    DetermineDataTypesDto:
+      required:
+        - filename
+        - separator
+      type: object
+      properties:
+        enum:
+          type: boolean
+          example: false
+        enum_tol:
+          type: double
+          example: 0.01
+        filename:
+          type: string
+          example: s3-key-from-seaweedfs
+        separator:
+          type: string
+          example: ","
+    DataTypesDto:
+      type: object
+      properties:
+        columns:
+          $ref: '#/components/schemas/SuggestedColumnDto'
+        line_termination:
+          type: string
+          example: "\r\n"
+        separator:
+          type: string
+          example: ","
+    SuggestedColumnDto:
+      type: object
+      properties:
+        column_name:
+          type: string
+    ErrorDto:
+      type: object
+      properties:
+        success:
+          type: boolean
+          example: false
+        message:
+          type: string
+          example: Message
\ No newline at end of file
diff --git a/dbrepo-analyse-service/as-yml/analyse_keys.yml b/dbrepo-analyse-service/as-yml/analyse_keys.yml
new file mode 100644
index 0000000000..5ea8c8f269
--- /dev/null
+++ b/dbrepo-analyse-service/as-yml/analyse_keys.yml
@@ -0,0 +1,85 @@
+tags:
+  - analyse-endpoint
+summary: "Determine primary keys"
+description: "This is a simple API which returns the primary keys + ranking of a (path) csv file"
+consumes:
+  - "application/json"
+produces:
+  - "application/json"
+parameters:
+  - name: filename
+    in: query
+    required: true
+    example: filename_s3_key
+    schema:
+      type: string
+  - name: separator
+    in: query
+    required: true
+    example: ","
+    schema:
+      type: string
+responses:
+  202:
+    description: Determined keys successfully
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/KeysDto'
+  400:
+    description: "Failed to determine keys"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+  404:
+    description: "Failed to find file in Storage Service or is empty"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+  500:
+    description: "Unexpected system error"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+components:
+  schemas:
+    KeysDto:
+      required:
+        - keys
+      type: object
+      properties:
+        keys:
+          type: array
+          items:
+            properties:
+              column_name:
+                type: integer
+                format: int64
+    DataTypesDto:
+      type: object
+      properties:
+        columns:
+          $ref: '#/components/schemas/SuggestedColumnDto'
+        line_termination:
+          type: string
+          example: "\r\n"
+        separator:
+          type: string
+          example: ","
+    SuggestedColumnDto:
+      type: object
+      properties:
+        column_name:
+          type: string
+    ErrorDto:
+      type: object
+      properties:
+        success:
+          type: boolean
+          example: false
+        message:
+          type: string
+          example: Message
\ No newline at end of file
diff --git a/dbrepo-analyse-service/as-yml/analyse_table_stat.yml b/dbrepo-analyse-service/as-yml/analyse_table_stat.yml
new file mode 100644
index 0000000000..b7fc118ac2
--- /dev/null
+++ b/dbrepo-analyse-service/as-yml/analyse_table_stat.yml
@@ -0,0 +1,77 @@
+tags:
+  - analyse-endpoint
+summary: Determine table statistics
+operationId: determine_table_stat
+parameters:
+  - name: database_id
+    in: path
+    required: true
+    example: 1
+    schema:
+      type: integer
+      format: int64
+  - name: table_id
+    in: path
+    required: true
+    example: 1
+    schema:
+      type: integer
+      format: int64
+responses:
+  202:
+    description: Determined statistics
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/TableStats'
+  400:
+    description: "Missing parameters"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+  404:
+    description: "Table not found"
+    content:
+      application/json:
+        schema:
+          $ref: '#/components/schemas/ErrorDto'
+components:
+  schemas:
+    TableStats:
+      required:
+        - columns
+      type: object
+      properties:
+        columns:
+          type: object
+          properties:
+            column_name:
+              $ref: '#/components/schemas/Stats'
+    Stats:
+      type: object
+      properties:
+        val_min:
+          type: float
+          example: "0.0"
+        val_max:
+          type: float
+          example: "1.0"
+        mean:
+          type: float
+          example: "0.3"
+        median:
+          type: float
+          example: "0.45"
+        std_dev:
+          type: float
+          example: "0.12"
+    ErrorDto:
+      type: object
+      properties:
+        success:
+          type: boolean
+          example: false
+        message:
+          type: string
+          example: Message
\ No newline at end of file
diff --git a/dbrepo-analyse-service/as-yml/determine_stat.yml b/dbrepo-analyse-service/as-yml/determine_stat.yml
deleted file mode 100644
index 658e8af2b8..0000000000
--- a/dbrepo-analyse-service/as-yml/determine_stat.yml
+++ /dev/null
@@ -1,52 +0,0 @@
-tags:
-  - analyse-endpoint
-summary: Determine statistics
-operationId: determinestat
-requestBody:
-  content:
-    application/json:
-      schema:
-        required:
-          - database_id
-          - table_id
-        type: object
-        properties:
-          database_id:
-            type: "integer"
-            example: 1
-          table_id:
-            type: "integer"
-            example: 1
-responses:
-  "200":
-    description: Determined statistics
-    content:
-      application/json:
-        schema:
-          required:
-            - message
-            - status
-          type: object
-          properties:
-            message:
-              type: "string"
-              example: "Analysed statistical properties"
-            status:
-              type: "integer"
-              example: "200"
-  400:
-    description: "Invalid input"
-    ontent:
-      application/json:
-        schema:
-          required:
-            - message
-            - status
-          type: object
-          properties:
-            message:
-              type: "string"
-              example: "Analysed statistical properties"
-            status:
-              type: "integer"
-              example: "200"
diff --git a/dbrepo-analyse-service/as-yml/determine_stats.yml b/dbrepo-analyse-service/as-yml/determine_stats.yml
deleted file mode 100644
index 68b71dd527..0000000000
--- a/dbrepo-analyse-service/as-yml/determine_stats.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-tags:
-  - analyse-endpoint
-summary: Determine statistics
-operationId: determinestats
-requestBody:
-  content:
-    application/json:
-      schema:
-        required:
-          - filepath
-          - separator
-        type: object
-        properties:
-          filepath:
-            type: "string"
-            example: "file.csv"
-          separator:
-            type: "string"
-            example: ","
-responses:
-  "200":
-    description: Determined statistics
-  "400":
-    description: "Invalid input"
diff --git a/dbrepo-analyse-service/as-yml/determinedt.yml b/dbrepo-analyse-service/as-yml/determinedt.yml
deleted file mode 100644
index 8d96309747..0000000000
--- a/dbrepo-analyse-service/as-yml/determinedt.yml
+++ /dev/null
@@ -1,60 +0,0 @@
-tags:
-  - analyse-endpoint
-summary: "Determine datatypes"
-description: "This is a simple API which returns the datatypes of a (path) csv file"
-consumes:
-  - "application/json"
-produces:
-  - "application/json"
-parameters:
-  - in: "body"
-    name: "body"
-    description: "to-do description"
-    required: true
-    schema:
-      type: "object"
-      $ref: '#/components/schemas/DetermineDataTypesDto'
-responses:
-  200:
-    description: Determined data types successfully
-    content:
-      application/json:
-        schema:
-          $ref: '#/components/schemas/DataTypesDto'
-  405:
-    description: "Invalid input"
-components:
-  schemas:
-    DetermineDataTypesDto:
-      type: object
-      properties:
-        enum:
-          type: boolean
-          example: false
-        enum_tol:
-          type: double
-          example: 0.01
-        filename:
-          type: string
-          example: s3-key-from-seaweedfs
-        separator:
-          type: string
-          example: ","
-    DataTypesDto:
-      type: object
-      properties:
-        columns:
-          type: array
-          items:
-            $ref: '#/components/schemas/SuggestedColumnDto'
-        line_termination:
-          type: string
-          example: "\r\n"
-        separator:
-          type: string
-          example: ","
-    SuggestedColumnDto:
-      type: object
-      properties:
-        column_name:
-          type: string
\ No newline at end of file
diff --git a/dbrepo-analyse-service/as-yml/determinepk.yml b/dbrepo-analyse-service/as-yml/determinepk.yml
deleted file mode 100644
index ca7253844d..0000000000
--- a/dbrepo-analyse-service/as-yml/determinepk.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-tags:
-  - analyse-endpoint
-summary: "Determine primary keys"
-description: "This is a simple API which returns the primary keys + ranking of a (path) csv file"
-consumes:
-  - "application/json"
-produces:
-  - "application/json"
-parameters:
-  - in: "body"
-    name: "body"
-    description: "to-do description"
-    required: true
-    schema:
-      type: "object"
-      properties:
-        filepath:
-          type: "string"
-          example: "/data/testdt08.csv"
-        seperator:
-          type: "string"
-          example: ","
-responses:
-  200:
-    description: "OK"
-  405:
-    description: "Invalid input"
\ No newline at end of file
diff --git a/dbrepo-analyse-service/determine_pk.py b/dbrepo-analyse-service/determine_pk.py
index 6187e0e913..1ab04df94d 100644
--- a/dbrepo-analyse-service/determine_pk.py
+++ b/dbrepo-analyse-service/determine_pk.py
@@ -20,8 +20,7 @@ def determine_pk(filename, separator=","):
     response = s3_client.get_file('dbrepo-upload', filename)
     stream = response['Body']
     if response['ContentLength'] == 0:
-        logging.warning(f'Failed to determine primary key: file {filename} has empty body')
-        return json.dumps({'columns': [], 'separator': ','})
+        raise OSError(f'Failed to determine primary key: file {filename} has empty body')
     sizeInKb = math.ceil(response['ContentLength'] / 1000)
     if sizeInKb < 400:  # precise if lower than 400kB
         pk = {}
@@ -36,10 +35,7 @@ def determine_pk(filename, separator=","):
             k = k + 1
         csvdata = pd.read_csv(stream, sep=separator)
         for i in colindex:
-            if (
-                pd.Series(csvdata.iloc[:, i]).is_unique
-                and pd.Series(csvdata.iloc[:, i]).notnull().values.any()
-            ):
+            if pd.Series(csvdata.iloc[:, i]).is_unique and pd.Series(csvdata.iloc[:, i]).notnull().values.any():
                 j = j + 1
                 pk.update({list(colnames)[i]: j})
     else:  # stochastic pk determination
@@ -65,11 +61,8 @@ def determine_pk(filename, separator=","):
             skiprows=lambda k: k > 0 and random.random() > p,
         )
         for i in colindex:
-            if (
-                pd.Series(csvdata.iloc[:, i]).is_unique
-                and pd.Series(csvdata.iloc[:, i]).notnull().values.any()
-            ):
+            if pd.Series(csvdata.iloc[:, i]).is_unique and pd.Series(csvdata.iloc[:, i]).notnull().values.any():
                 j = j + 1
                 pk.update({list(colnames)[i]: j})
         logging.info(f"Determined primary key {pk}")
-    return json.dumps(pk)
+    return pk
diff --git a/dbrepo-analyse-service/determine_stats.py b/dbrepo-analyse-service/determine_stats.py
index 50642ca52b..3b68aa76b6 100644
--- a/dbrepo-analyse-service/determine_stats.py
+++ b/dbrepo-analyse-service/determine_stats.py
@@ -1,21 +1,34 @@
+from dataclasses import dataclass, field
+from dataclasses_json import dataclass_json
+
 from pandas import DataFrame
 from sqlalchemy import create_engine, text
 
 
-def determine_stats(db, os, **kwargs):
+@dataclass_json
+@dataclass(init=True, eq=True)
+class TableStats:
+    columns: dict[str, {"val_min": float, "val_max": float, "mean": float, "median": float,
+                        "std_dev": float}] = field(default_factory=dict)
+
+
+def determine_stats(db, os, **kwargs) -> TableStats:
     database_id = kwargs.get("database_id")
     table_id = kwargs.get("table_id")
 
-    with db.engine.connect() as connection:
-        database_name = connection.execute(
-            text(f"SELECT internal_name FROM mdb_databases WHERE id={database_id}")
-        ).fetchone()[0]
-        table_name = connection.execute(
-            text(f"SELECT internal_name FROM mdb_tables WHERE id={table_id}")
-        ).fetchone()[0]
+    try:
+        with db.engine.connect() as connection:
+            database_name = connection.execute(
+                text(f"SELECT internal_name FROM mdb_databases WHERE id={database_id}")
+            ).fetchone()[0]
+            table_name = connection.execute(
+                text(f"SELECT internal_name FROM mdb_tables WHERE id={table_id}")
+            ).fetchone()[0]
+    except Exception:
+        raise OSError(f"Failed to get database name and table name")
 
     if not database_name or not table_name:
-        return False
+        raise OSError(f"Failed to get database name and table name")
 
     data_db_host = kwargs.get("data_db_host", "data-db")
     data_db_port = kwargs.get("data_db_port", 3306)
@@ -30,6 +43,7 @@ def determine_stats(db, os, **kwargs):
         rows = result.fetchall()
 
     df = DataFrame(rows, columns=result.keys())
+    stats = TableStats()
     for column, dtype in df.dtypes.items():
         # Check if the column has a numeric data type
         if dtype.kind in "fi":
@@ -41,6 +55,9 @@ def determine_stats(db, os, **kwargs):
                 "median": df[column].median(),
                 "std_dev": df[column].std(),
             }
+            stats.columns[column] = {"val_min": float(df[column].min()), "val_max": float(df[column].max()),
+                                     "mean": float(df[column].mean()), "median": float(df[column].median()),
+                                     "std_dev": float(df[column].std())}
 
             # Store statistical properties to the metadata db and index to OS
             # TODO: use prepared statements to eliminate SQL injection
@@ -93,4 +110,4 @@ def determine_stats(db, os, **kwargs):
                 refresh=True,
             )
 
-    return True
+    return stats
diff --git a/dbrepo-analyse-service/test/test_determine_pk.py b/dbrepo-analyse-service/test/test_determine_pk.py
index d6f1314a2b..40cf9f9b3a 100644
--- a/dbrepo-analyse-service/test/test_determine_pk.py
+++ b/dbrepo-analyse-service/test/test_determine_pk.py
@@ -22,8 +22,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('largefile_idfirst.csv')
-        data = json.loads(response)
-        self.assertEqual(1, int(data['id']))
+        self.assertEqual(1, int(response['id']))
 
     # @Test
     def test_determine_pk_largeFileIdInBetween_succeeds(self):
@@ -33,8 +32,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('largefile_idinbtw.csv')
-        data = json.loads(response)
-        self.assertEqual(1, int(data['id']))
+        self.assertEqual(1, int(response['id']))
 
     # @Test
     def test_determine_pk_largeFileNoPrimaryKey_fails(self):
@@ -44,8 +42,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('largefile_no_pk.csv')
-        data = json.loads(response)
-        self.assertEqual({}, data)
+        self.assertEqual({}, response)
 
     # @Test
     def test_determine_pk_largeFileNullInUnique_fails(self):
@@ -55,8 +52,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('largefile_nullinunique.csv')
-        data = json.loads(response)
-        self.assertFalse('uniquestr' in data)
+        self.assertFalse('uniquestr' in response)
 
     # @Test
     def test_determine_pk_smallFileIdFirst_fails(self):
@@ -66,8 +62,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('smallfile_idfirst.csv')
-        data = json.loads(response)
-        self.assertEqual(1, int(data['id']))
+        self.assertEqual(1, int(response['id']))
 
     # @Test
     def test_determine_pk_smallFileIdIntBetween_fails(self):
@@ -77,8 +72,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('smallfile_idinbtw.csv')
-        data = json.loads(response)
-        self.assertEqual(1, int(data['id']))
+        self.assertEqual(1, int(response['id']))
 
     # @Test
     def test_determine_pk_smallFileNoPrimaryKey_fails(self):
@@ -88,8 +82,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('smallfile_no_pk.csv')
-        data = json.loads(response)
-        self.assertEqual({}, data)
+        self.assertEqual({}, response)
 
     # @Test
     def test_determine_pk_smallFileNullInUnique_fails(self):
@@ -99,8 +92,7 @@ class DeterminePrimaryKeyTest(unittest.TestCase):
 
         # test
         response = determine_pk('smallfile_nullinunique.csv')
-        data = json.loads(response)
-        self.assertFalse('uniquestr' in data)
+        self.assertFalse('uniquestr' in response)
 
 
 if __name__ == '__main__':
diff --git a/dbrepo-gateway-service/dbrepo.conf b/dbrepo-gateway-service/dbrepo.conf
index 3ae1a2b110..0410a01bb6 100644
--- a/dbrepo-gateway-service/dbrepo.conf
+++ b/dbrepo-gateway-service/dbrepo.conf
@@ -31,7 +31,7 @@ upstream search-db-dashboard {
 }
 
 upstream upload {
-    server upload-service:1080;
+    server upload-service:8080;
 }
 
 server {
diff --git a/dbrepo-metadata-db/1_setup-schema.sql b/dbrepo-metadata-db/1_setup-schema.sql
index 59c45cc5c3..9ecfb5b613 100644
--- a/dbrepo-metadata-db/1_setup-schema.sql
+++ b/dbrepo-metadata-db/1_setup-schema.sql
@@ -452,8 +452,8 @@ CREATE TABLE IF NOT EXISTS `mdb_related_identifiers`
     id       bigint       NOT NULL AUTO_INCREMENT,
     pid      bigint       NOT NULL,
     value    varchar(255) NOT NULL,
-    type     varchar(255),
-    relation varchar(255),
+    type     varchar(255) NOT NULL,
+    relation varchar(255) NOT NULL,
     PRIMARY KEY (id), /* must be a single id from persistent identifier concept */
     FOREIGN KEY (pid) REFERENCES mdb_identifiers (id),
     UNIQUE (pid, value)
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerCreateRequestDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerCreateRequestDto.java
index 01aae6bbbb..a1eae5be77 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerCreateRequestDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerCreateRequestDto.java
@@ -1,9 +1,13 @@
 package at.tuwien.api.container;
 
+import com.fasterxml.jackson.annotation.JsonProperty;
 import io.swagger.v3.oas.annotations.media.Schema;
 import jakarta.validation.constraints.NotBlank;
+import jakarta.validation.constraints.NotNull;
 import lombok.*;
 import lombok.extern.jackson.Jacksonized;
+import org.springframework.data.elasticsearch.annotations.Field;
+import org.springframework.data.elasticsearch.annotations.FieldType;
 
 @Getter
 @Setter
@@ -19,6 +23,7 @@ public class ContainerCreateRequestDto {
     private String name;
 
     @NotBlank
+    @JsonProperty("image_id")
     @Schema(description = "Image ID")
     private Long imageId;
 
@@ -30,10 +35,30 @@ public class ContainerCreateRequestDto {
     private Integer port;
 
     @NotBlank
+    @JsonProperty("sidecar_host")
+    @Field(name = "sidecar_host", type = FieldType.Keyword)
+    private String sidecarHost;
+
+    @NotNull
+    @JsonProperty("sidecar_port")
+    @Field(name = "sidecar_port", type = FieldType.Integer)
+    private Integer sidecarPort;
+
+    @JsonProperty("ui_host")
+    @Field(name = "ui_host", type = FieldType.Keyword)
+    private String uiHost;
+
+    @JsonProperty("ui_port")
+    @Field(name = "ui_port", type = FieldType.Integer)
+    private Integer uiPort;
+
+    @NotBlank
+    @JsonProperty("privileged_username")
     @Schema(description = "Username of privileged user", example = "root")
     private String privilegedUsername;
 
     @NotBlank
+    @JsonProperty("privileged_password")
     @Schema(description = "Password of privileged user")
     private String privilegedPassword;
 }
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerDto.java
index 792d4f7756..c650edf64d 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/container/ContainerDto.java
@@ -62,6 +62,7 @@ public class ContainerDto {
     @Field(name = "ui_port", type = FieldType.Integer)
     private Integer uiPort;
 
+    @NotNull
     private ImageDto image;
 
     @NotNull
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseBriefDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseBriefDto.java
deleted file mode 100644
index b4fd668da3..0000000000
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseBriefDto.java
+++ /dev/null
@@ -1,83 +0,0 @@
-package at.tuwien.api.database;
-
-import at.tuwien.api.container.ContainerBriefDto;
-import at.tuwien.api.container.image.ImageDto;
-import at.tuwien.api.database.table.TableBriefDto;
-import at.tuwien.api.identifier.IdentifierDto;
-import at.tuwien.api.user.UserBriefDto;
-import com.fasterxml.jackson.annotation.JsonFormat;
-import com.fasterxml.jackson.annotation.JsonProperty;
-import io.swagger.v3.oas.annotations.media.Schema;
-import jakarta.validation.constraints.NotBlank;
-import jakarta.validation.constraints.NotNull;
-import lombok.*;
-import lombok.extern.jackson.Jacksonized;
-
-import java.time.Instant;
-import java.util.List;
-
-@Getter
-@Setter
-@Builder
-@NoArgsConstructor
-@AllArgsConstructor
-@Jacksonized
-@ToString
-public class DatabaseBriefDto {
-
-    @NotNull
-    private Long id;
-
-    @NotBlank
-    @Schema(example = "Air Quality")
-    private String name;
-
-    @NotBlank
-    @JsonProperty("exchange_name")
-    @Schema(example = "dbrepo")
-    private String exchangeName;
-
-    @JsonProperty("exchange_type")
-    @Schema(example = "topic")
-    private String exchangeType;
-
-    private IdentifierDto identifier;
-
-    @NotBlank
-    @JsonProperty("internal_name")
-    @Schema(example = "air_quality")
-    private String internalName;
-
-    @Schema(example = "Air Quality")
-    private String description;
-
-    @org.springframework.data.annotation.Transient
-    private List<TableBriefDto> tables;
-
-    @org.springframework.data.annotation.Transient
-    private List<ViewBriefDto> views;
-
-    @JsonProperty("is_public")
-    @Schema(example = "true")
-    private Boolean isPublic;
-
-    @org.springframework.data.annotation.Transient
-    private ImageDto image;
-
-    private ContainerBriefDto container;
-
-    @org.springframework.data.annotation.Transient
-    private List<DatabaseAccessDto> accesses;
-
-    @NotNull
-    private UserBriefDto creator;
-
-    @NotNull
-    private UserBriefDto owner;
-
-    @NotNull
-    @Schema(example = "2021-03-12T15:26:21Z")
-    @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", timezone = "UTC")
-    private Instant created;
-
-}
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseDto.java
index 9ecf26e386..fac25058b9 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/DatabaseDto.java
@@ -68,11 +68,13 @@ public class DatabaseDto {
     @Field(name = "views", type = FieldType.Object)
     private List<ViewDto> views;
 
+    @NotNull
     @JsonProperty("is_public")
     @Schema(example = "true")
     @Field(name = "is_public", type = FieldType.Boolean)
     private Boolean isPublic;
 
+    @NotNull
     @Field(name = "container", type = FieldType.Object)
     private ContainerDto container;
 
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/ViewBriefDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/ViewBriefDto.java
index 8cf638fb86..ffb4ccb3de 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/ViewBriefDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/ViewBriefDto.java
@@ -1,6 +1,6 @@
 package at.tuwien.api.database;
 
-import at.tuwien.api.identifier.IdentifierBriefDto;
+import at.tuwien.api.identifier.IdentifierDto;
 import at.tuwien.api.user.UserDto;
 import com.fasterxml.jackson.annotation.JsonFormat;
 import com.fasterxml.jackson.annotation.JsonIgnore;
@@ -28,6 +28,7 @@ public class ViewBriefDto {
     private Long id;
 
     @NotNull
+    @JsonProperty("database_id")
     private Long vdbid;
 
     @NotBlank
@@ -39,7 +40,7 @@ public class ViewBriefDto {
     @Schema(example = "air_quality")
     private String internalName;
 
-    private IdentifierBriefDto identifier;
+    private IdentifierDto identifier;
 
     @JsonProperty("is_public")
     @Schema(example = "true")
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryBriefDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryBriefDto.java
index 9b48ff9ebf..64a54bcb1a 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryBriefDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryBriefDto.java
@@ -1,6 +1,5 @@
 package at.tuwien.api.database.query;
 
-import at.tuwien.api.identifier.IdentifierBriefDto;
 import at.tuwien.api.identifier.IdentifierDto;
 import at.tuwien.api.user.UserDto;
 import com.fasterxml.jackson.annotation.JsonFormat;
@@ -75,7 +74,7 @@ public class QueryBriefDto {
     @Schema(example = "query")
     private QueryTypeDto type;
 
-    private List<IdentifierBriefDto> identifiers;
+    private List<IdentifierDto> identifiers;
 
     @NotNull
     @Schema(example = "2021-03-12T15:26:21Z")
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryDto.java
index 593b65ce5b..8ba3822061 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryDto.java
@@ -49,6 +49,7 @@ public class QueryDto {
     @Schema(example = "SELECT `id` FROM `air_quality`")
     private String query;
 
+    @NotBlank
     @JsonProperty("query_normalized")
     @Schema(example = "SELECT `id` FROM `air_quality`")
     private String queryNormalized;
@@ -56,6 +57,7 @@ public class QueryDto {
     @Schema(example = "query")
     private QueryTypeDto type;
 
+    @NotNull
     private List<IdentifierDto> identifiers;
 
     @NotBlank(message = "query hash is required")
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryResultDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryResultDto.java
index d64bfd4db3..b2b6dfe1ec 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryResultDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/query/QueryResultDto.java
@@ -28,8 +28,4 @@ public class QueryResultDto {
     @NotNull(message = "query id is required")
     private Long id;
 
-    @Schema(example = "1")
-    @JsonProperty("result_number")
-    private Long resultNumber;
-
 }
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/TableDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/TableDto.java
index f4560c5a21..4975b8066a 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/TableDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/TableDto.java
@@ -36,6 +36,7 @@ public class TableDto {
     private Long id;
 
     @NotNull
+    @JsonProperty("database_id")
     @Field(name = "database_id", type = FieldType.Keyword)
     private Long tdbid;
 
@@ -129,6 +130,7 @@ public class TableDto {
     @Field(name = "columns", type = FieldType.Object)
     private List<ColumnDto> columns;
 
+    @NotNull
     @Field(name = "constraints", type = FieldType.Object)
     private ConstraintsDto constraints;
 
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsCreateDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsCreateDto.java
index 6fc2304f5d..033ec75a81 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsCreateDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsCreateDto.java
@@ -6,6 +6,7 @@ import lombok.*;
 import lombok.extern.jackson.Jacksonized;
 
 import java.util.List;
+import java.util.Set;
 
 @Getter
 @Setter
@@ -21,6 +22,6 @@ public class ConstraintsCreateDto {
     @JsonProperty("foreign_keys")
     private List<ForeignKeyCreateDto> foreignKeys = null;
 
-    private List<String> checks = null;
+    private Set<String> checks = null;
 
 }
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsDto.java
index 6b5e0e7d76..4696e7d1a4 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/ConstraintsDto.java
@@ -9,6 +9,7 @@ import org.springframework.data.elasticsearch.annotations.Field;
 import org.springframework.data.elasticsearch.annotations.FieldType;
 
 import java.util.List;
+import java.util.Set;
 
 @Getter
 @Setter
@@ -27,5 +28,5 @@ public class ConstraintsDto {
     private List<ForeignKeyDto> foreignKeys;
 
     @org.springframework.data.annotation.Transient
-    private List<String> checks;
+    private Set<String> checks;
 }
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/foreignKey/ForeignKeyDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/foreignKey/ForeignKeyDto.java
index e577b033c4..f3416dc108 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/foreignKey/ForeignKeyDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/database/table/constraints/foreignKey/ForeignKeyDto.java
@@ -19,15 +19,19 @@ import java.util.List;
 @ToString
 public class ForeignKeyDto {
 
+    @NonNull
     private String name;
 
+    @NonNull
     @org.springframework.data.annotation.Transient
     private List<ColumnDto> columns;
 
+    @NonNull
     @JsonProperty("referenced_table")
     @org.springframework.data.annotation.Transient
     private TableBriefDto referencedTable;
 
+    @NonNull
     @JsonProperty("referenced_columns")
     @org.springframework.data.annotation.Transient
     private List<ColumnDto> referencedColumns;
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/CreatorSaveDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/CreatorSaveDto.java
index 3e837bc32d..2c05d1d6f1 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/CreatorSaveDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/CreatorSaveDto.java
@@ -16,11 +16,9 @@ import lombok.extern.jackson.Jacksonized;
 @ToString
 public class CreatorSaveDto {
 
-    @NotBlank
     @Schema(example = "Josiah")
     private String firstname;
 
-    @NotBlank
     @Schema(example = "Carberry")
     private String lastname;
 
@@ -29,7 +27,6 @@ public class CreatorSaveDto {
     @Schema(example = "Carberry, Josiah")
     private String creatorName;
 
-    @NotBlank
     @JsonProperty("name_type")
     @Schema(example = "Personal")
     private NameTypeDto nameType;
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierBriefDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierBriefDto.java
deleted file mode 100644
index 893a007e13..0000000000
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierBriefDto.java
+++ /dev/null
@@ -1,72 +0,0 @@
-package at.tuwien.api.identifier;
-
-import com.fasterxml.jackson.annotation.JsonFormat;
-import com.fasterxml.jackson.annotation.JsonIgnore;
-import com.fasterxml.jackson.annotation.JsonProperty;
-import io.swagger.v3.oas.annotations.media.Schema;
-import jakarta.validation.constraints.NotNull;
-import lombok.*;
-import lombok.extern.jackson.Jacksonized;
-import org.springframework.data.elasticsearch.annotations.Field;
-import org.springframework.data.elasticsearch.annotations.FieldType;
-
-import java.time.Instant;
-import java.util.List;
-
-@Getter
-@Setter
-@Builder
-@NoArgsConstructor
-@AllArgsConstructor
-@Jacksonized
-@ToString
-public class IdentifierBriefDto {
-
-    @NotNull
-    private Long id;
-
-    @JsonProperty("database_id")
-    @Field(name = "database_id")
-    @Schema(example = "1")
-    private Long databaseId;
-
-    @JsonProperty("query_id")
-    @Field(name = "query_id")
-    @Schema(example = "1")
-    private Long queryId;
-
-    @NotNull
-    private IdentifierTypeDto type;
-
-    private List<IdentifierTitleDto> titles;
-
-    @Schema(example = "10.1038/nphys1170")
-    private String doi;
-
-    @Schema(example = "TU Wien")
-    private String publisher;
-
-    @NotNull
-    @JsonProperty("publication_year")
-    @Field(name = "publication_year")
-    @Schema(example = "2022")
-    private Integer publicationYear;
-
-    @NotNull
-    private List<CreatorBriefDto> creators;
-
-    @JsonIgnore
-    @Field(type = FieldType.Date)
-    @Schema(example = "2021-03-12T15:26:21Z")
-    @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", timezone = "UTC")
-    private Instant created;
-
-    @JsonIgnore
-    @org.springframework.data.annotation.Transient
-    @Field(type = FieldType.Date)
-    @JsonProperty("last_modified")
-    @Schema(example = "2021-03-12T15:26:21Z")
-    @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", timezone = "UTC")
-    private Instant lastModified;
-
-}
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierDto.java
index a405eece1b..fdb4a3e62d 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierDto.java
@@ -34,6 +34,7 @@ public class IdentifierDto {
     @Field(name = "id", type = FieldType.Keyword)
     private Long id;
 
+    @NotNull
     @JsonProperty("database_id")
     @Schema(example = "1")
     @Field(name = "database_id", type = FieldType.Keyword)
@@ -58,6 +59,7 @@ public class IdentifierDto {
     @Field(name = "type", type = FieldType.Keyword)
     private IdentifierTypeDto type;
 
+    @NotNull
     @Field(name = "titles", type = FieldType.Object)
     private List<IdentifierTitleDto> titles;
 
@@ -88,19 +90,16 @@ public class IdentifierDto {
     @Field(name = "query_hash", type = FieldType.Text)
     private String queryHash;
 
-    @NotNull
     @Field(name = "execution", type = FieldType.Date)
     @Schema(example = "2021-03-12T15:26:21Z")
     @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", timezone = "UTC")
     private Instant execution;
 
-    @NotBlank
     @JsonProperty("result_hash")
     @Field(name = "result_hash", type = FieldType.Text)
     @Schema(example = "34fe82cda2c53f13f8d90cfd7a3469e3a939ff311add50dce30d9136397bf8e5")
     private String resultHash;
 
-    @NotNull
     @JsonProperty("result_number")
     @Field(name = "result_number", type = FieldType.Long)
     @Schema(example = "1")
@@ -110,6 +109,7 @@ public class IdentifierDto {
     @Field(name = "doi", type = FieldType.Keyword)
     private String doi;
 
+    @NotBlank
     @Schema(example = "TU Wien")
     @Field(name = "publisher", type = FieldType.Text)
     private String publisher;
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDescriptionDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDescriptionDto.java
index b0eac7d071..1c8ab5146d 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDescriptionDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDescriptionDto.java
@@ -3,6 +3,7 @@ package at.tuwien.api.identifier;
 import at.tuwien.api.database.LanguageTypeDto;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import io.swagger.v3.oas.annotations.media.Schema;
+import jakarta.validation.constraints.NotBlank;
 import lombok.*;
 import lombok.extern.jackson.Jacksonized;
 
@@ -15,6 +16,7 @@ import lombok.extern.jackson.Jacksonized;
 @ToString
 public class IdentifierSaveDescriptionDto {
 
+    @NotBlank
     @Schema(example = "Air quality reports at Stephansplatz, Vienna")
     private String description;
 
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDto.java
index 084b783eb9..e88cef16c1 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveDto.java
@@ -4,6 +4,7 @@ import at.tuwien.api.database.LanguageTypeDto;
 import at.tuwien.api.database.LicenseDto;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import io.swagger.v3.oas.annotations.media.Schema;
+import jakarta.validation.constraints.NotBlank;
 import jakarta.validation.constraints.NotEmpty;
 import jakarta.validation.constraints.NotNull;
 import lombok.*;
@@ -41,6 +42,7 @@ public class IdentifierSaveDto {
     @Schema(example = "database")
     private IdentifierTypeDto type;
 
+    @NotNull
     private List<IdentifierSaveTitleDto> titles;
 
     private List<IdentifierSaveDescriptionDto> descriptions;
@@ -57,6 +59,7 @@ public class IdentifierSaveDto {
     @Schema(example = "12")
     private Integer publicationMonth;
 
+    @NotBlank
     @Schema(example = "TU Wien")
     private String publisher;
 
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveTitleDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveTitleDto.java
index c850f8f57e..039d856b60 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveTitleDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/IdentifierSaveTitleDto.java
@@ -3,6 +3,7 @@ package at.tuwien.api.identifier;
 import at.tuwien.api.database.LanguageTypeDto;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import io.swagger.v3.oas.annotations.media.Schema;
+import jakarta.validation.constraints.NotBlank;
 import lombok.*;
 import lombok.extern.jackson.Jacksonized;
 
@@ -15,6 +16,7 @@ import lombok.extern.jackson.Jacksonized;
 @ToString
 public class IdentifierSaveTitleDto {
 
+    @NotBlank
     @Schema(example = "Airquality Demonstrator")
     private String title;
 
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierDto.java
index 962a743d98..1398710b7b 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierDto.java
@@ -34,10 +34,12 @@ public class RelatedIdentifierDto {
     @Field(name = "value", type = FieldType.Keyword)
     private String value;
 
+    @NotNull
     @Schema(example = "DOI")
     @Field(name = "type", type = FieldType.Keyword)
     private RelatedTypeDto type;
 
+    @NotNull
     @Schema(example = "Cites")
     @Field(name = "relation", type = FieldType.Keyword)
     private RelationTypeDto relation;
@@ -48,18 +50,6 @@ public class RelatedIdentifierDto {
     @org.springframework.data.annotation.Transient
     private UserDto creator;
 
-    @NotNull
-    @Field(name = "created", type = FieldType.Date)
-    @Schema(example = "2021-03-12T15:26:21Z")
-    @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", timezone = "UTC")
-    private Instant created;
-
-    @JsonProperty("last_modified")
-    @Schema(example = "2021-03-12T15:26:21Z")
-    @org.springframework.data.annotation.Transient
-    @JsonFormat(shape = JsonFormat.Shape.STRING, pattern = "yyyy-MM-dd'T'HH:mm:ss.SSSXXX", timezone = "UTC")
-    private Instant lastModified;
-
 }
 
 
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierSaveDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierSaveDto.java
index 2d7a2992af..89512e42c3 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierSaveDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/identifier/RelatedIdentifierSaveDto.java
@@ -19,9 +19,11 @@ public class RelatedIdentifierSaveDto {
     @Schema(example = "10.70124/dc4zh-9ce78")
     private String value;
 
+    @NotNull
     @Schema(example = "DOI")
     private RelatedTypeDto type;
 
+    @NotNull
     @Schema(example = "Cites")
     private RelationTypeDto relation;
 
diff --git a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/user/UserAttributesDto.java b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/user/UserAttributesDto.java
index bbe3b17f73..617fc7c260 100644
--- a/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/user/UserAttributesDto.java
+++ b/dbrepo-metadata-service/api/src/main/java/at/tuwien/api/user/UserAttributesDto.java
@@ -3,6 +3,7 @@ package at.tuwien.api.user;
 import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import io.swagger.v3.oas.annotations.media.Schema;
+import jakarta.validation.constraints.NotNull;
 import lombok.*;
 import lombok.extern.jackson.Jacksonized;
 import org.springframework.data.elasticsearch.annotations.Field;
@@ -17,6 +18,7 @@ import org.springframework.data.elasticsearch.annotations.FieldType;
 @ToString
 public class UserAttributesDto {
 
+    @NotNull
     @org.springframework.data.annotation.Transient
     @Schema(example = "light")
     private String theme;
diff --git a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/exception/FormatNotAvailableException.java b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/exception/FormatNotAvailableException.java
new file mode 100644
index 0000000000..4ca41e346d
--- /dev/null
+++ b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/exception/FormatNotAvailableException.java
@@ -0,0 +1,23 @@
+package at.tuwien.exception;
+
+import org.springframework.http.HttpStatus;
+import org.springframework.web.bind.annotation.ResponseStatus;
+
+import java.io.IOException;
+
+@ResponseStatus(code = HttpStatus.NOT_ACCEPTABLE)
+public class FormatNotAvailableException extends IOException {
+
+    public FormatNotAvailableException(String msg) {
+        super(msg);
+    }
+
+    public FormatNotAvailableException(String msg, Throwable thr) {
+        super(msg + ": " + thr.getLocalizedMessage(), thr);
+    }
+
+    public FormatNotAvailableException(Throwable thr) {
+        super(thr);
+    }
+
+}
diff --git a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/DatabaseMapper.java b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/DatabaseMapper.java
index 764d79cc29..8f4d2b07b3 100644
--- a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/DatabaseMapper.java
+++ b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/DatabaseMapper.java
@@ -6,7 +6,6 @@ import at.tuwien.entities.container.image.ContainerImage;
 import at.tuwien.entities.database.*;
 import at.tuwien.entities.user.User;
 import at.tuwien.exception.QueryMalformedException;
-import org.apache.commons.lang3.RandomStringUtils;
 import org.apache.http.auth.BasicUserPrincipal;
 import org.mapstruct.Mapper;
 import org.mapstruct.Mapping;
@@ -21,7 +20,7 @@ import java.text.Normalizer;
 import java.util.Locale;
 import java.util.regex.Pattern;
 
-@Mapper(componentModel = "spring", uses = {ContainerMapper.class, UserMapper.class, ImageMapper.class, UserMapper.class, TableMapper.class, IdentifierMapper.class, ViewMapper.class}, imports = {RandomStringUtils.class})
+@Mapper(componentModel = "spring", uses = {ContainerMapper.class, UserMapper.class, ImageMapper.class, UserMapper.class, TableMapper.class, IdentifierMapper.class, ViewMapper.class})
 public interface DatabaseMapper {
 
     org.slf4j.Logger log = org.slf4j.LoggerFactory.getLogger(DatabaseMapper.class);
@@ -51,25 +50,12 @@ public interface DatabaseMapper {
         return data.getName() + ":" + data.getVersion();
     }
 
-    @Mappings({
-            @Mapping(target = "id", source = "id"),
-            @Mapping(target = "image", source = "container.image"),
-            @Mapping(target = "created", source = "created", dateFormat = "dd-MM-yyyy HH:mm"),
-            @Mapping(target = "container", ignore = true),
-    })
-    DatabaseBriefDto databaseToDatabaseBriefDto(Database data);
-
     @Mappings({
             @Mapping(target = "id", source = "id"),
             @Mapping(target = "created", source = "created", dateFormat = "dd-MM-yyyy HH:mm"),
     })
     DatabaseDto databaseToDatabaseDto(Database data);
 
-    @Mappings({
-            @Mapping(target = "internalName", expression = "java(nameToInternalName(data.getName()) + \"_\" + RandomStringUtils.randomAlphabetic(4).toLowerCase())"),
-    })
-    Database databaseCreateDtoToDatabase(DatabaseCreateDto data);
-
     AccessType accessTypeDtoToAccessType(AccessTypeDto data);
 
     AccessTypeDto accessTypeToAccessTypeDto(AccessType data);
diff --git a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/IdentifierMapper.java b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/IdentifierMapper.java
index 985dcc7271..0c2a048d5c 100644
--- a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/IdentifierMapper.java
+++ b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/IdentifierMapper.java
@@ -4,14 +4,12 @@ import at.tuwien.api.identifier.*;
 import at.tuwien.api.identifier.ld.LdCreatorDto;
 import at.tuwien.api.identifier.ld.LdDatasetDto;
 import at.tuwien.entities.identifier.*;
-import lombok.extern.log4j.Log4j2;
 import org.mapstruct.Mapper;
 import org.mapstruct.Mapping;
 import org.mapstruct.Mappings;
 import org.mapstruct.Named;
 
 import java.util.List;
-import java.util.Objects;
 import java.util.Optional;
 
 @Mapper(componentModel = "spring", uses = {DatabaseMapper.class})
@@ -21,8 +19,6 @@ public interface IdentifierMapper {
 
     Identifier identifierDtoToIdentifier(IdentifierDto data);
 
-    IdentifierBriefDto identifierToIdentifierBriefDto(Identifier data);
-
     @Mappings({
             @Mapping(target = "database.identifiers", ignore = true),
     })
diff --git a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/QueryMapper.java b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/QueryMapper.java
index fa9bbd19df..355e1d1487 100644
--- a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/QueryMapper.java
+++ b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/QueryMapper.java
@@ -193,14 +193,18 @@ public interface QueryMapper {
                 .append("`")
                 .append(column.getInternalName())
                 .append("` = ");
-        log.trace("import has null element present");
-        set.append("IF(!STRCMP(@")
-                .append(column.getInternalName())
-                .append(",'")
-                .append(data.getNullElement())
-                .append("'),NULL,");
+        if (data.getNullElement() != null) {
+            log.trace("import has null element present");
+            set.append("IF(!STRCMP(@")
+                    .append(column.getInternalName())
+                    .append(",'")
+                    .append(data.getNullElement())
+                    .append("'),NULL,");
+            columnToBoolSet2(data, column, set);
+            set.append(")");
+            return;
+        }
         columnToBoolSet2(data, column, set);
-        set.append(")");
     }
 
     default void columnToBoolSet2(ImportDto data, TableColumn column, StringBuilder set) {
@@ -265,14 +269,19 @@ public interface QueryMapper {
                 .append("`")
                 .append(column.getInternalName())
                 .append("` = ");
-        log.trace("import has null element present");
-        set.append("IF(STRCMP(@")
-                .append(column.getInternalName())
-                .append(",'")
-                .append(data.getNullElement())
-                .append("'), @")
-                .append(column.getInternalName())
-                .append(", NULL)");
+        if (data.getNullElement() != null) {
+            log.trace("import has null element present");
+            set.append("IF(STRCMP(@")
+                    .append(column.getInternalName())
+                    .append(",'")
+                    .append(data.getNullElement())
+                    .append("'), @")
+                    .append(column.getInternalName())
+                    .append(", NULL)");
+            return;
+        }
+        set.append("@")
+                .append(column.getInternalName());
     }
 
     default void columnToDateSet(ImportDto data, TableColumn column, StringBuilder set) {
@@ -281,14 +290,24 @@ public interface QueryMapper {
                 .append("`")
                 .append(column.getInternalName())
                 .append("` = STR_TO_DATE(");
-        log.trace("import has null element present");
-        set.append("IF(STRCMP(@")
-                .append(column.getInternalName())
-                .append(",'")
-                .append(data.getNullElement())
-                .append("'), @")
+        if (data.getNullElement() != null) {
+            log.trace("import has null element present");
+            set.append("IF(STRCMP(@")
+                    .append(column.getInternalName())
+                    .append(",'")
+                    .append(data.getNullElement())
+                    .append("'), @")
+                    .append(column.getInternalName())
+                    .append(", NULL), '")
+                    .append(column.getDateFormat()
+                            .getDatabaseFormat()
+                            .replace('\'', '\\'))
+                    .append("')");
+            return;
+        }
+        set.append("@")
                 .append(column.getInternalName())
-                .append(", NULL), '")
+                .append(", '")
                 .append(column.getDateFormat()
                         .getDatabaseFormat()
                         .replace('\'', '\\'))
diff --git a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/TableMapper.java b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/TableMapper.java
index b3b734d75e..0626da4d08 100644
--- a/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/TableMapper.java
+++ b/dbrepo-metadata-service/repositories/src/main/java/at/tuwien/mapper/TableMapper.java
@@ -61,7 +61,7 @@ public interface TableMapper {
             @Mapping(target = "internalName", expression = "java(data.getInternalName())"),
             @Mapping(target = "queueName", expression = "java(data.getQueueName())"),
             @Mapping(target = "routingKey", expression = "java(data.getRoutingKey())"),
-            @Mapping(source = "description", target = "description")
+            @Mapping(target = "isPublic", source = "database.isPublic")
     })
     TableDto tableToTableDto(Table data);
 
@@ -204,6 +204,9 @@ public interface TableMapper {
             return null;
         }
         final Constraints.ConstraintsBuilder builder = Constraints.builder();
+        if (data.getChecks() != null) {
+            builder.checks(data.getChecks());
+        }
         if (data.getUniques() != null) {
             final List<Unique> uniques = new ArrayList<>();
             for (List<String> columns : data.getUniques()) {
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/DatabaseEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/DatabaseEndpoint.java
index 4a95b9e4f3..18e19b5328 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/DatabaseEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/DatabaseEndpoint.java
@@ -76,7 +76,7 @@ public class DatabaseEndpoint {
         this.messageQueueService = messageQueueService;
     }
 
-    @GetMapping
+    @RequestMapping(method = {RequestMethod.GET, RequestMethod.HEAD})
     @Transactional(readOnly = true)
     @Observed(name = "dbr_database_findall")
     @Operation(summary = "List databases")
@@ -85,7 +85,7 @@ public class DatabaseEndpoint {
                     description = "List of databases",
                     content = {@Content(
                             mediaType = "application/json",
-                            array = @ArraySchema(schema = @Schema(implementation = DatabaseBriefDto.class)))}),
+                            array = @ArraySchema(schema = @Schema(implementation = DatabaseDto.class)))}),
             @ApiResponse(responseCode = "404",
                     description = "User not found",
                     content = {@Content(
@@ -110,45 +110,11 @@ public class DatabaseEndpoint {
                     .collect(Collectors.toList());
         }
         log.trace("list databases resulted in databases {}", dtos);
-        return ResponseEntity.ok(dtos);
-    }
-
-    @RequestMapping(method = RequestMethod.HEAD)
-    @Transactional(readOnly = true)
-    @Observed(name = "dbr_database_count")
-    @Operation(summary = "Count databases")
-    @ApiResponses(value = {
-            @ApiResponse(responseCode = "200",
-                    description = "Count databases"),
-            @ApiResponse(responseCode = "404",
-                    description = "User not found",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-    })
-    public ResponseEntity<List<DatabaseDto>> count(@NotNull Principal principal,
-                                                   @RequestParam(required = false) String filter)
-            throws UserNotFoundException {
-        log.debug("endpoint list databases, filter={}, {}", filter, PrincipalUtil.formatForDebug(principal));
-        final List<DatabaseDto> dtos;
-        if (principal != null && filter != null) {
-            final User user = userService.findByUsername(principal.getName());
-            dtos = databaseService.findAccess(user.getId())
-                    .stream()
-                    .map(databaseMapper::databaseToDatabaseDto)
-                    .collect(Collectors.toList());
-        } else {
-            dtos = databaseService.findAll()
-                    .stream()
-                    .map(databaseMapper::databaseToDatabaseDto)
-                    .collect(Collectors.toList());
-        }
-        log.trace("list databases resulted in databases {}", dtos);
         final HttpHeaders headers = new HttpHeaders();
-        headers.set("x-count", "" + dtos.size());
+        headers.set("X-Count", "" + dtos.size());
         return ResponseEntity.status(HttpStatus.OK)
                 .headers(headers)
-                .build();
+                .body(dtos);
     }
 
     @PostMapping
@@ -161,7 +127,7 @@ public class DatabaseEndpoint {
                     description = "Created a new database",
                     content = {@Content(
                             mediaType = "application/json",
-                            schema = @Schema(implementation = DatabaseBriefDto.class))}),
+                            schema = @Schema(implementation = DatabaseDto.class))}),
             @ApiResponse(responseCode = "400",
                     description = "Database create query is malformed or image is not supported",
                     content = {@Content(
@@ -188,8 +154,8 @@ public class DatabaseEndpoint {
                             mediaType = "application/json",
                             schema = @Schema(implementation = ApiErrorDto.class))}),
     })
-    public ResponseEntity<DatabaseBriefDto> create(@Valid @RequestBody DatabaseCreateDto createDto,
-                                                   @NotNull Principal principal)
+    public ResponseEntity<DatabaseDto> create(@Valid @RequestBody DatabaseCreateDto createDto,
+                                              @NotNull Principal principal)
             throws ContainerNotFoundException, DatabaseMalformedException, UserNotFoundException,
             DatabaseNotFoundException, DatabaseConnectionException, QueryMalformedException, NotAllowedException,
             QueryStoreException {
@@ -200,7 +166,7 @@ public class DatabaseEndpoint {
         accessService.create(database.getId(), user.getId(), DatabaseGiveAccessDto.builder()
                 .type(AccessTypeDto.WRITE_ALL)
                 .build());
-        final DatabaseBriefDto dto = databaseMapper.databaseToDatabaseBriefDto(database);
+        final DatabaseDto dto = databaseMapper.databaseToDatabaseDto(database);
         log.trace("create database resulted in database {}", dto);
         return ResponseEntity.status(HttpStatus.CREATED)
                 .body(dto);
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/IdentifierEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/IdentifierEndpoint.java
index a45c51d5fd..fdb0391406 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/IdentifierEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/IdentifierEndpoint.java
@@ -84,11 +84,6 @@ public class IdentifierEndpoint {
                     content = {@Content(
                             mediaType = "application/json",
                             schema = @Schema(implementation = IdentifierDto.class))}),
-            @ApiResponse(responseCode = "204",
-                    description = "Identifier could not be created",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
             @ApiResponse(responseCode = "400",
                     description = "Identifier form contains invalid request data",
                     content = {@Content(
@@ -109,21 +104,6 @@ public class IdentifierEndpoint {
                     content = {@Content(
                             mediaType = "application/json",
                             schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "406",
-                    description = "Creating identifier not allowed",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "409",
-                    description = "Identifier for this resource already exists",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "502",
-                    description = "Query information could not be retrieved",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
             @ApiResponse(responseCode = "503",
                     description = "DataCite system did not respond",
                     content = {@Content(
@@ -134,7 +114,7 @@ public class IdentifierEndpoint {
                                                 @NotNull Principal principal) throws DatabaseNotFoundException,
             NotAllowedException, IdentifierRequestException, ViewNotFoundException, TableNotFoundException,
             QueryStoreException, QueryNotFoundException, ImageNotSupportedException, UserNotFoundException,
-            DatabaseConnectionException, RemoteUnavailableException {
+            DatabaseConnectionException {
         log.debug("endpoint create identifier, data={}, {}", data, PrincipalUtil.formatForDebug(principal));
         /* check data */
         if (!endpointValidator.validatePublicationDate(data)) {
@@ -213,9 +193,14 @@ public class IdentifierEndpoint {
                     content = {@Content(
                             mediaType = "application/json",
                             schema = @Schema(implementation = IdentifierDto.class))}),
+            @ApiResponse(responseCode = "404",
+                    description = "Failed to find metadata for identifier",
+                    content = {@Content(
+                            mediaType = "application/json",
+                            schema = @Schema(implementation = ApiErrorDto.class))}),
     })
     public ResponseEntity<ExternalMetadataDto> retrieve(@NotNull @Valid @RequestParam String url)
-            throws OrcidNotFoundException, RorNotFoundException, RemoteUnavailableException, DoiNotFoundException {
+            throws OrcidNotFoundException, RorNotFoundException, DoiNotFoundException, IdentifierNotFoundException {
         return ResponseEntity.ok(metadataService.findByUrl(url));
     }
 
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/PersistenceEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/PersistenceEndpoint.java
index 94ca20ea03..10b349db49 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/PersistenceEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/PersistenceEndpoint.java
@@ -55,7 +55,7 @@ public class PersistenceEndpoint {
         this.identifierService = identifierService;
     }
 
-    @GetMapping
+    @GetMapping(produces = {MediaType.APPLICATION_JSON_VALUE, "application/ld+json"})
     @Transactional(readOnly = true)
     @Observed(name = "dbr_pid_findall")
     @Operation(summary = "Find all identifiers")
@@ -66,22 +66,17 @@ public class PersistenceEndpoint {
                             @Content(mediaType = "application/json", schema = @Schema(implementation = IdentifierDto[].class)),
                             @Content(mediaType = "application/ld+json", schema = @Schema(implementation = LdDatasetDto[].class))
                     }),
-            @ApiResponse(responseCode = "400",
+            @ApiResponse(responseCode = "406",
                     description = "Identifier could not be exported, the requested style is not known",
                     content = {@Content(
-                            mediaType = "text/bibliography",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "404",
-                    description = "Identifier could not be found",
-                    content = {@Content(
-                            mediaType = "text/csv",
+                            mediaType = "application/json",
                             schema = @Schema(implementation = ApiErrorDto.class))}),
     })
     public ResponseEntity<?> findAll(@Valid @RequestParam(value = "dbid", required = false) Long dbid,
                                      @Valid @RequestParam(value = "qid", required = false) Long qid,
                                      @Valid @RequestParam(value = "vid", required = false) Long vid,
                                      @Valid @RequestParam(value = "tid", required = false) Long tid,
-                                     @RequestHeader(HttpHeaders.ACCEPT) String accept) throws NotAllowedException {
+                                     @RequestHeader(HttpHeaders.ACCEPT) String accept) throws FormatNotAvailableException {
         log.debug("endpoint find identifiers, dbid={}, qid={}, vid={}, tid={}, accept={}", dbid, qid, vid, tid, accept);
         final List<Identifier> identifiers = identifierService.findAll()
                 .stream()
@@ -110,11 +105,13 @@ public class PersistenceEndpoint {
                 log.debug("find identifier resulted in identifiers {}", resource2);
                 return ResponseEntity.ok(resource2);
         }
-        throw new NotAllowedException("Must provide either application/json or application/ld+json headers");
+        throw new FormatNotAvailableException("Must provide either application/json or application/ld+json headers");
     }
 
 
-    @GetMapping(value = "/{pid}", produces = MediaType.ALL_VALUE)
+    @GetMapping(value = "/{pid}", produces = {MediaType.APPLICATION_JSON_VALUE, "application/ld+json",
+            MediaType.TEXT_XML_VALUE, "text/csv", "text/bibliography", "text/bibliography; style=apa",
+            "text/bibliography; style=ieee", "text/bibliography; style=bibtex"})
     @Transactional(readOnly = true)
     @Observed(name = "dbr_pid_find")
     @Operation(summary = "Find some identifier")
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/QueryEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/QueryEndpoint.java
index 587ceef99d..3f274a8924 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/QueryEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/QueryEndpoint.java
@@ -21,6 +21,7 @@ import io.swagger.v3.oas.annotations.media.Schema;
 import io.swagger.v3.oas.annotations.responses.ApiResponse;
 import io.swagger.v3.oas.annotations.responses.ApiResponses;
 import io.swagger.v3.oas.annotations.security.SecurityRequirement;
+import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import jakarta.validation.constraints.NotNull;
 import lombok.extern.log4j.Log4j2;
@@ -121,12 +122,12 @@ public class QueryEndpoint {
                 .body(result);
     }
 
-    @GetMapping("/{queryId}/data")
+    @RequestMapping(value = "/{queryId}/data", method = {RequestMethod.GET, RequestMethod.HEAD})
     @Transactional(readOnly = true)
     @Observed(name = "dbr_query_reexecute")
     @Operation(summary = "Re-execute some query", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
     @ApiResponses(value = {
-            @ApiResponse(responseCode = "202",
+            @ApiResponse(responseCode = "200",
                     description = "Executed query",
                     content = {@Content(
                             mediaType = "application/json",
@@ -160,6 +161,7 @@ public class QueryEndpoint {
     public ResponseEntity<QueryResultDto> reExecute(@NotNull @PathVariable("databaseId") Long databaseId,
                                                     @NotNull @PathVariable("queryId") Long queryId,
                                                     Principal principal,
+                                                    @NotNull HttpServletRequest request,
                                                     @RequestParam(value = "page", required = false) Long page,
                                                     @RequestParam(value = "size", required = false) Long size,
                                                     @RequestParam(required = false) SortType sortDirection,
@@ -173,59 +175,21 @@ public class QueryEndpoint {
         endpointValidator.validateOnlyAccessOrPublic(databaseId, principal);
         /* execute */
         final Query query = storeService.findOne(databaseId, queryId, principal);
-        final QueryResultDto result = queryService.reExecute(databaseId, query, page, size, sortDirection, sortColumn,
-                principal);
-        result.setId(queryId);
-        log.trace("re-execute query resulted in result {}", result);
-        return ResponseEntity.status(HttpStatus.ACCEPTED)
-                .body(result);
-    }
-
-    @GetMapping("/{queryId}/data/count")
-    @Transactional(readOnly = true)
-    @Observed(name = "dbr_query_reexecute_count")
-    @Operation(summary = "Re-execute some query", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
-    @ApiResponses(value = {
-            @ApiResponse(responseCode = "202",
-                    description = "Executed query",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = QueryResultDto.class))}),
-            @ApiResponse(responseCode = "400",
-                    description = "Image is not supported",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "403",
-                    description = "Execute query not permitted",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "404",
-                    description = "Database or query could not be found",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "417",
-                    description = "Could not parse columns",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))})
-    })
-    public ResponseEntity<Long> reExecuteCount(@NotNull @PathVariable("databaseId") Long databaseId,
-                                               @NotNull @PathVariable("queryId") Long queryId,
-                                               Principal principal)
-            throws QueryStoreException, QueryNotFoundException, DatabaseNotFoundException, ImageNotSupportedException,
-            QueryMalformedException, TableMalformedException, ColumnParseException, NotAllowedException,
-            AccessDeniedException {
-        log.debug("endpoint re-execute query count, databaseId={}, queryId={}, {}", databaseId, queryId, PrincipalUtil.formatForDebug(principal));
-        endpointValidator.validateOnlyAccessOrPublic(databaseId, principal);
-        /* execute */
-        final Query query = storeService.findOne(databaseId, queryId, principal);
-        final Long result = queryService.reExecuteCount(databaseId, query, principal);
-        log.trace("re-execute query count resulted in result {}", result);
-        return ResponseEntity.status(HttpStatus.ACCEPTED)
-                .body(result);
+        final Long count = queryService.reExecuteCount(databaseId, query, principal);
+        final HttpHeaders headers = new HttpHeaders();
+        headers.set("X-Count", "" + count);
+        if (request.getMethod().equals("GET")) {
+            final QueryResultDto result = queryService.reExecute(databaseId, query, page, size, sortDirection, sortColumn,
+                    principal);
+            result.setId(queryId);
+            log.trace("re-execute query resulted in result {}", result);
+            return ResponseEntity.ok()
+                    .headers(headers)
+                    .body(result);
+        }
+        return ResponseEntity.ok()
+                .headers(headers)
+                .build();
     }
 
     @GetMapping(value = "/{queryId}/export", produces = MediaType.ALL_VALUE)
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/StoreEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/StoreEndpoint.java
index 2c520a6479..c5751ed588 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/StoreEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/StoreEndpoint.java
@@ -4,7 +4,7 @@ import at.tuwien.api.database.query.QueryBriefDto;
 import at.tuwien.api.database.query.QueryDto;
 import at.tuwien.api.database.query.QueryPersistDto;
 import at.tuwien.api.error.ApiErrorDto;
-import at.tuwien.api.identifier.IdentifierBriefDto;
+import at.tuwien.api.identifier.IdentifierDto;
 import at.tuwien.api.user.UserDto;
 import at.tuwien.entities.identifier.Identifier;
 import at.tuwien.exception.*;
@@ -42,8 +42,6 @@ import java.security.Principal;
 import java.util.List;
 import java.util.stream.Collectors;
 
-import static org.apache.jena.sparql.vocabulary.VocabTestQuery.query;
-
 @Log4j2
 @RestController
 @RequestMapping(path = "/api/database/{databaseId}/query",
@@ -84,6 +82,11 @@ public class StoreEndpoint {
                     content = {@Content(
                             mediaType = "application/json",
                             array = @ArraySchema(schema = @Schema(implementation = QueryBriefDto.class)))}),
+            @ApiResponse(responseCode = "403",
+                    description = "Find all queries is not permitted",
+                    content = {@Content(
+                            mediaType = "application/json",
+                            schema = @Schema(implementation = ApiErrorDto.class))}),
             @ApiResponse(responseCode = "404",
                     description = "Database, container or user could not be found",
                     content = {@Content(
@@ -126,9 +129,9 @@ public class StoreEndpoint {
         /* find all from data database */
         final List<Query> queries = storeService.findAll(databaseId, persisted, principal);
         /* add identifiers and creator from metadata database */
-        final List<IdentifierBriefDto> identifiers = identifierService.findAllSubsetIdentifiers()
+        final List<IdentifierDto> identifiers = identifierService.findAllSubsetIdentifiers()
                 .stream()
-                .map(identifierMapper::identifierToIdentifierBriefDto)
+                .map(identifierMapper::identifierToIdentifierDto)
                 .toList();
         final List<UserDto> users = userService.findAll()
                 .stream()
@@ -161,6 +164,11 @@ public class StoreEndpoint {
                     content = {@Content(
                             mediaType = "application/json",
                             schema = @Schema(implementation = QueryDto.class))}),
+            @ApiResponse(responseCode = "403",
+                    description = "Find query is not permitted",
+                    content = {@Content(
+                            mediaType = "application/json",
+                            schema = @Schema(implementation = ApiErrorDto.class))}),
             @ApiResponse(responseCode = "404",
                     description = "Database, query or user could not be found",
                     content = {@Content(
@@ -217,7 +225,7 @@ public class StoreEndpoint {
     @Observed(name = "dbr_query_persist")
     @Operation(summary = "Persist some query", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
     @ApiResponses(value = {
-            @ApiResponse(responseCode = "200",
+            @ApiResponse(responseCode = "202",
                     description = "Persist query successful",
                     content = {@Content(
                             mediaType = "application/json",
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableDataEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableDataEndpoint.java
index f017e7f9e4..8c3169f700 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableDataEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableDataEndpoint.java
@@ -21,10 +21,13 @@ import io.swagger.v3.oas.annotations.media.Schema;
 import io.swagger.v3.oas.annotations.responses.ApiResponse;
 import io.swagger.v3.oas.annotations.responses.ApiResponses;
 import io.swagger.v3.oas.annotations.security.SecurityRequirement;
+import jakarta.servlet.ServletRequest;
+import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import jakarta.validation.constraints.NotNull;
 import lombok.extern.log4j.Log4j2;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.http.HttpHeaders;
 import org.springframework.http.MediaType;
 import org.springframework.http.ResponseEntity;
 import org.springframework.security.access.prepost.PreAuthorize;
@@ -84,7 +87,7 @@ public class TableDataEndpoint {
                             mediaType = "application/json",
                             schema = @Schema(implementation = ApiErrorDto.class))}),
     })
-    public ResponseEntity<?> insert(@NotNull @PathVariable("databaseId") Long databaseId,
+    public ResponseEntity<Void> insert(@NotNull @PathVariable("databaseId") Long databaseId,
                                     @NotNull @PathVariable("tableId") Long tableId,
                                     @NotNull @Valid @RequestBody TableCsvDto data,
                                     @NotNull Principal principal)
@@ -246,7 +249,7 @@ public class TableDataEndpoint {
     @Observed(name = "dbr_table_data_findall")
     @Operation(summary = "Find data", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
     @ApiResponses(value = {
-            @ApiResponse(responseCode = "202",
+            @ApiResponse(responseCode = "200",
                     description = "Get table data successfully"),
             @ApiResponse(responseCode = "400",
                     description = "Table data is malformed or image is not supported",
@@ -263,8 +266,8 @@ public class TableDataEndpoint {
                     content = {@Content(
                             mediaType = "application/json",
                             schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "422",
-                    description = "Could not import csv via sidecar",
+            @ApiResponse(responseCode = "409",
+                    description = "Result number could not be retrieved from the query store",
                     content = {@Content(
                             mediaType = "application/json",
                             schema = @Schema(implementation = ApiErrorDto.class))}),
@@ -272,6 +275,7 @@ public class TableDataEndpoint {
     public ResponseEntity<QueryResultDto> getAll(@NotNull @PathVariable("databaseId") Long databaseId,
                                                  @NotNull @PathVariable("tableId") Long tableId,
                                                  @NotNull Principal principal,
+                                                 @NotNull HttpServletRequest request,
                                                  @RequestParam(required = false) Instant timestamp,
                                                  @RequestParam(required = false) Long page,
                                                  @RequestParam(required = false) Long size,
@@ -279,7 +283,7 @@ public class TableDataEndpoint {
                                                  @RequestParam(required = false) String sortColumn)
             throws TableNotFoundException, DatabaseNotFoundException, ImageNotSupportedException,
             TableMalformedException, PaginationException, QueryMalformedException, SortException, NotAllowedException,
-            AccessDeniedException {
+            AccessDeniedException, QueryStoreException {
         log.debug("endpoint find table data, databaseId={}, tableId={}, timestamp={}, page={}, size={}, sortDirection={}, sortColumn={}, {}",
                 databaseId, tableId, timestamp, page, size, sortDirection, sortColumn, PrincipalUtil.formatForDebug(principal));
         /* check */
@@ -300,60 +304,19 @@ public class TableDataEndpoint {
             size = 10L;
         }
         /* find */
-        final QueryResultDto response = queryService.tableFindAll(databaseId, tableId, timestamp, page, size, principal);
-        log.trace("find table data resulted in result {}", response);
-        return ResponseEntity.ok()
-                .body(response);
-    }
-
-    @GetMapping("/count")
-    @Transactional(readOnly = true)
-    @Observed(name = "dbr_table_data_countall")
-    @Operation(summary = "Find data", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
-    @ApiResponses(value = {
-            @ApiResponse(responseCode = "202",
-                    description = "Get table data count successfully"),
-            @ApiResponse(responseCode = "400",
-                    description = "Table data is malformed or image is not supported",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "403",
-                    description = "Access to the database is forbidden",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "404",
-                    description = "Table or database could not be found",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "422",
-                    description = "Could not import csv via sidecar",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-    })
-    public ResponseEntity<Long> getCount(@NotNull @PathVariable("databaseId") Long databaseId,
-                                         @NotNull @PathVariable("tableId") Long tableId,
-                                         @NotNull Principal principal,
-                                         @RequestParam(required = false) Instant timestamp)
-            throws TableNotFoundException, DatabaseNotFoundException, ImageNotSupportedException,
-            TableMalformedException, QueryStoreException, QueryMalformedException, NotAllowedException,
-            AccessDeniedException {
-        log.debug("endpoint find table data, databaseId={}, tableId={}, timestamp={}, {}", databaseId, tableId, timestamp, PrincipalUtil.formatForDebug(principal));
-        /* check */
-        endpointValidator.validateOnlyAccessOrPublic(databaseId, principal);
-        final Database database = databaseService.find(databaseId);
-        if (!database.getIsPublic() && !UserUtil.hasRole(principal, "view-table-data")) {
-            log.error("Failed to view table data: database with id {} is private and user has no authority", databaseId);
-            throw new NotAllowedException("Failed to view table data: database with id " + databaseId + " is private and user has no authority");
-        }
-        /* find */
         final Long count = queryService.tableCount(databaseId, tableId, timestamp, principal);
-        log.debug("find table data count resulted in {} tuple(s)", count);
+        final HttpHeaders headers = new HttpHeaders();
+        headers.set("X-Count", "" + count);
+        if (request.getMethod().equals("GET")) {
+            final QueryResultDto response = queryService.tableFindAll(databaseId, tableId, timestamp, page, size, principal);
+            log.trace("find table data resulted in result {}", response);
+            return ResponseEntity.ok()
+                    .headers(headers)
+                    .body(response);
+        }
         return ResponseEntity.ok()
-                .body(count);
+                .headers(headers)
+                .build();
     }
 
 }
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java
index e658072a6a..ec1f5f655c 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/TableEndpoint.java
@@ -128,12 +128,12 @@ public class TableEndpoint {
                             mediaType = "application/json",
                             schema = @Schema(implementation = ApiErrorDto.class))}),
     })
-    public ResponseEntity<TableBriefDto> create(@NotNull @PathVariable("databaseId") Long databaseId,
+    public ResponseEntity<TableDto> create(@NotNull @PathVariable("databaseId") Long databaseId,
                                                 @NotNull @Valid @RequestBody TableCreateDto createDto,
                                                 @NotNull Principal principal)
             throws ImageNotSupportedException, DatabaseNotFoundException, TableMalformedException,
             TableNameExistsException, QueryMalformedException, NotAllowedException, AccessDeniedException,
-            TableNotFoundException {
+            TableNotFoundException, UserNotFoundException {
         log.debug("endpoint create table, databaseId={}, createDto={}, {}", databaseId, createDto, PrincipalUtil.formatForDebug(principal));
         /* checks */
         if (createDto.getName().isBlank()) {
@@ -143,7 +143,7 @@ public class TableEndpoint {
         endpointValidator.validateOnlyAccess(databaseId, principal, true);
         endpointValidator.validateColumnCreateConstraints(createDto);
         final Table table = tableService.createTable(databaseId, createDto, principal);
-        final TableBriefDto dto = tableMapper.tableToTableBriefDto(table);
+        final TableDto dto = tableMapper.tableToTableDto(table);
         log.trace("create table resulted in table {}", dto);
         return ResponseEntity.status(HttpStatus.CREATED)
                 .body(dto);
diff --git a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/ViewEndpoint.java b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/ViewEndpoint.java
index 996f2c5d59..14fee21e4d 100644
--- a/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/ViewEndpoint.java
+++ b/dbrepo-metadata-service/rest-service/src/main/java/at/tuwien/endpoints/ViewEndpoint.java
@@ -23,10 +23,12 @@ import io.swagger.v3.oas.annotations.media.Schema;
 import io.swagger.v3.oas.annotations.responses.ApiResponse;
 import io.swagger.v3.oas.annotations.responses.ApiResponses;
 import io.swagger.v3.oas.annotations.security.SecurityRequirement;
+import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import jakarta.validation.constraints.NotNull;
 import lombok.extern.log4j.Log4j2;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.http.HttpHeaders;
 import org.springframework.http.HttpStatus;
 import org.springframework.http.MediaType;
 import org.springframework.http.ResponseEntity;
@@ -199,7 +201,7 @@ public class ViewEndpoint {
     @Observed(name = "dbr_view_delete")
     @Operation(summary = "Delete one view", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
     @ApiResponses(value = {
-            @ApiResponse(responseCode = "200",
+            @ApiResponse(responseCode = "202",
                     description = "Delete view successfully",
                     content = {@Content}),
             @ApiResponse(responseCode = "400",
@@ -250,7 +252,7 @@ public class ViewEndpoint {
                 .build();
     }
 
-    @GetMapping("/{viewId}/data")
+    @RequestMapping(value = "/{viewId}/data", method = {RequestMethod.GET, RequestMethod.HEAD})
     @Transactional(readOnly = true)
     @Observed(name = "dbr_view_data_findall")
     @Operation(summary = "Find view data", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
@@ -279,10 +281,12 @@ public class ViewEndpoint {
     public ResponseEntity<QueryResultDto> data(@NotNull @PathVariable("databaseId") Long databaseId,
                                                @NotNull @PathVariable("viewId") Long viewId,
                                                Principal principal,
+                                               @NotNull HttpServletRequest request,
                                                @RequestParam(required = false) Long page,
                                                @RequestParam(required = false) Long size)
             throws DatabaseNotFoundException, NotAllowedException, ViewNotFoundException, PaginationException,
-            TableMalformedException, QueryMalformedException, UserNotFoundException {
+            TableMalformedException, QueryMalformedException, UserNotFoundException, QueryStoreException,
+            ImageNotSupportedException {
         log.debug("endpoint find view data, databaseId={}, viewId={}, page={}, size={}, {}", databaseId, viewId, page, size, PrincipalUtil.formatForDebug(principal));
         /* check */
         endpointValidator.validateDataParams(page, size);
@@ -309,59 +313,20 @@ public class ViewEndpoint {
         /* find */
         log.debug("find view data for database with id {}", databaseId);
         final View view = viewService.findById(databaseId, viewId, principal);
-        final QueryResultDto result = queryService.viewFindAll(databaseId, view, page, size, principal);
-        log.trace("execute view data for view with id {}", viewId);
-        log.debug("find view data resulted in result {}", result);
-        return ResponseEntity.ok()
-                .body(result);
-    }
-
-    @GetMapping("/{viewId}/data/count")
-    @Transactional(readOnly = true)
-    @Observed(name = "dbr_view_data_count")
-    @Operation(summary = "Find view data count", security = {@SecurityRequirement(name = "bearerAuth"), @SecurityRequirement(name = "basicAuth")})
-    @ApiResponses(value = {
-            @ApiResponse(responseCode = "200",
-                    description = "Count data successfully",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = Long.class))}),
-            @ApiResponse(responseCode = "400",
-                    description = "Pagination not in valid range or find data query is malformed",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "403",
-                    description = "Count data not allowed",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "404",
-                    description = "Database, view, container or user could not be found",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))}),
-            @ApiResponse(responseCode = "409",
-                    description = "Could not count query data",
-                    content = {@Content(
-                            mediaType = "application/json",
-                            schema = @Schema(implementation = ApiErrorDto.class))})
-    })
-    public ResponseEntity<Long> count(@NotNull @PathVariable("databaseId") Long databaseId,
-                                      @NotNull @PathVariable("viewId") Long viewId,
-                                      Principal principal)
-            throws DatabaseNotFoundException, ViewNotFoundException, QueryStoreException, TableMalformedException,
-            QueryMalformedException, ImageNotSupportedException, UserNotFoundException {
-        log.debug("endpoint find view data count, databaseId={}, viewId={}, {}", databaseId, viewId, PrincipalUtil.formatForDebug(principal));
-        /* find */
-        databaseService.find(databaseId);
-        log.debug("find view data count for database with id {}", databaseId);
-        final View view = viewService.findById(databaseId, viewId, principal);
-        final Long result = queryService.viewCount(databaseId, view, principal);
-        log.trace("execute view data count for view with id {}", viewId);
-        log.debug("find view data count resulted in result {}", result);
+        final Long count = queryService.viewCount(databaseId, view, principal);
+        final HttpHeaders headers = new HttpHeaders();
+        headers.set("X-Count", "" + count);
+        if (request.getMethod().equals("GET")) {
+            final QueryResultDto result = queryService.viewFindAll(databaseId, view, page, size, principal);
+            log.trace("execute view data for view with id {}", viewId);
+            log.debug("find view data resulted in result {}", result);
+            return ResponseEntity.ok()
+                    .headers(headers)
+                    .body(result);
+        }
         return ResponseEntity.ok()
-                .body(result);
+                .headers(headers)
+                .build();
     }
 
 }
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/DatabaseEndpointUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/DatabaseEndpointUnitTest.java
index d3c6fb1813..bc4632caee 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/DatabaseEndpointUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/DatabaseEndpointUnitTest.java
@@ -185,47 +185,6 @@ public class DatabaseEndpointUnitTest extends BaseUnitTest {
         list_generic(DATABASE_3_ID, CONTAINER_3, List.of(DATABASE_3), USER_1_PRINCIPAL, null);
     }
 
-    @Test
-    @WithAnonymousUser
-    public void count_anonymous_succeeds() throws UserNotFoundException {
-
-        /* pre-condition */
-        assertFalse(DATABASE_1_PUBLIC);
-
-        /* test */
-        count_generic(DATABASE_1_ID, List.of(DATABASE_1), null, null, null);
-    }
-
-    @Test
-    @WithMockUser(username = USER_1_USERNAME, authorities = {"list-databases"})
-    public void count_hasRole_succeeds() throws UserNotFoundException {
-
-        /* pre-condition */
-        assertTrue(DATABASE_3_PUBLIC);
-
-        /* mock */
-        when(userRepository.findByUsername(USER_1_USERNAME))
-                .thenReturn(Optional.of(USER_1));
-
-        /* test */
-        count_generic(DATABASE_3_ID, List.of(DATABASE_3), USER_1_PRINCIPAL, USER_1_ID, "access");
-    }
-
-    @Test
-    @WithMockUser(username = USER_1_USERNAME, authorities = {"list-databases"})
-    public void count_hasRoleForeign_succeeds() throws UserNotFoundException {
-
-        /* pre-condition */
-        assertTrue(DATABASE_3_PUBLIC);
-
-        /* mock */
-        when(userRepository.findByUsername(USER_1_USERNAME))
-                .thenReturn(Optional.of(USER_1));
-
-        /* test */
-        count_generic(DATABASE_3_ID, List.of(DATABASE_3), USER_1_PRINCIPAL, USER_1_ID, "access");
-    }
-
     @Test
     @WithAnonymousUser
     public void visibility_anonymous_fails() {
@@ -396,8 +355,8 @@ public class DatabaseEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithAnonymousUser
-    public void findById_anonymous_succeeds() throws NotAllowedException, DatabaseNotFoundException,
-            ExchangeNotFoundException, BrokerRemoteException {
+    public void findById_anonymous_succeeds() throws DatabaseNotFoundException, ExchangeNotFoundException,
+            BrokerRemoteException {
 
         /* test */
         findById_generic(DATABASE_1_ID, DATABASE_1, null);
@@ -415,8 +374,8 @@ public class DatabaseEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithMockUser(username = USER_1_USERNAME, authorities = {"find-database"})
-    public void findById_hasRole_succeeds() throws NotAllowedException, DatabaseNotFoundException,
-            ExchangeNotFoundException, BrokerRemoteException {
+    public void findById_hasRole_succeeds() throws DatabaseNotFoundException, ExchangeNotFoundException,
+            BrokerRemoteException {
 
         /* pre-condition */
         assertTrue(DATABASE_3_PUBLIC);
@@ -427,8 +386,8 @@ public class DatabaseEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithMockUser(username = USER_1_USERNAME, authorities = {"find-database"})
-    public void findById_hasRoleForeign_succeeds() throws NotAllowedException, DatabaseNotFoundException,
-            ExchangeNotFoundException, BrokerRemoteException {
+    public void findById_hasRoleForeign_succeeds() throws DatabaseNotFoundException, ExchangeNotFoundException,
+            BrokerRemoteException {
 
         /* pre-condition */
         assertTrue(DATABASE_3_PUBLIC);
@@ -439,8 +398,8 @@ public class DatabaseEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithMockUser(username = USER_1_USERNAME, authorities = {"find-database"})
-    public void findById_ownerSeesAccessRights_succeeds() throws NotAllowedException, DatabaseNotFoundException,
-            ExchangeNotFoundException, BrokerRemoteException {
+    public void findById_ownerSeesAccessRights_succeeds() throws DatabaseNotFoundException, ExchangeNotFoundException,
+            BrokerRemoteException {
 
         /* mock */
         when(accessService.list(DATABASE_1_ID))
@@ -475,36 +434,11 @@ public class DatabaseEndpointUnitTest extends BaseUnitTest {
         assertEquals(databases.size(), body.size());
     }
 
-    public void count_generic(Long databaseId, List<Database> databases, Principal principal, UUID userId,
-                              String filter) throws UserNotFoundException {
-
-        /* mock */
-        when(identifierRepository.findByDatabaseId(databaseId))
-                .thenReturn(List.of());
-        if (principal != null) {
-            when(databaseService.findAccess(userId))
-                    .thenReturn(databases);
-        } else {
-            when(databaseService.findAll())
-                    .thenReturn(databases);
-        }
-
-        /* test */
-        final ResponseEntity<List<DatabaseDto>> response = databaseEndpoint.count(principal, filter);
-        assertEquals(HttpStatus.OK, response.getStatusCode());
-        assertNull(response.getBody());
-        final List<String> headerCount = response.getHeaders().get("x-count");
-        assertNotNull(headerCount);
-        assertEquals(headerCount.size(), 1);
-        assertEquals(headerCount.get(0), "" + databases.size());
-    }
-
     public void create_generic(Long databaseId, DatabaseCreateDto data, String username,
-                               Principal principal) throws UserNotFoundException, DatabaseNameExistsException,
-            NotAllowedException, ContainerConnectionException, DatabaseMalformedException, QueryStoreException,
-            DatabaseConnectionException, QueryMalformedException, DatabaseNotFoundException, ImageNotSupportedException,
-            AmqpException, BrokerVirtualHostModificationException, ContainerNotFoundException,
-            BrokerVirtualHostGrantException, KeycloakRemoteException, AccessDeniedException, BrokerRemoteException {
+                               Principal principal) throws UserNotFoundException, NotAllowedException,
+            DatabaseMalformedException, QueryStoreException, DatabaseConnectionException, QueryMalformedException,
+            DatabaseNotFoundException, ContainerNotFoundException, BrokerVirtualHostGrantException,
+            BrokerRemoteException {
 
         /* mock */
         doNothing()
@@ -515,14 +449,14 @@ public class DatabaseEndpointUnitTest extends BaseUnitTest {
                 .setVirtualHostPermissions(username);
 
         /* test */
-        final ResponseEntity<DatabaseBriefDto> response = databaseEndpoint.create(data, principal);
+        final ResponseEntity<DatabaseDto> response = databaseEndpoint.create(data, principal);
         assertEquals(HttpStatus.CREATED, response.getStatusCode());
         assertNotNull(response.getBody());
     }
 
     public void visibility_generic(Long databaseId, Database database, DatabaseDto dto,
                                    DatabaseModifyVisibilityDto data, Principal principal) throws NotAllowedException,
-            DatabaseNotFoundException, UserNotFoundException {
+            DatabaseNotFoundException {
 
         /* mock */
         if (database != null) {
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/QueryEndpointUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/QueryEndpointUnitTest.java
index 3ca4cb4df0..2ae8b04359 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/QueryEndpointUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/QueryEndpointUnitTest.java
@@ -13,6 +13,7 @@ import at.tuwien.querystore.Query;
 import at.tuwien.repository.mdb.DatabaseRepository;
 import at.tuwien.service.QueryService;
 import at.tuwien.service.StoreService;
+import jakarta.servlet.http.HttpServletRequest;
 import lombok.extern.log4j.Log4j2;
 import org.apache.commons.io.FileUtils;
 import org.junit.jupiter.api.Test;
@@ -34,8 +35,7 @@ import java.util.List;
 import java.util.Optional;
 
 import static org.junit.jupiter.api.Assertions.*;
-import static org.mockito.Mockito.doReturn;
-import static org.mockito.Mockito.when;
+import static org.mockito.Mockito.*;
 
 @Log4j2
 @SpringBootTest
@@ -168,7 +168,7 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         generic_reExecute(DATABASE_3_ID, QUERY_4_ID, QUERY_4, QUERY_4_RESULT_ID, QUERY_4_RESULT_DTO,
-                null, DATABASE_3);
+                null, DATABASE_3, true);
     }
 
     @Test
@@ -179,7 +179,7 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         generic_reExecute(DATABASE_3_ID, QUERY_4_ID, QUERY_4, QUERY_4_RESULT_ID, QUERY_4_RESULT_DTO,
-                USER_2_PRINCIPAL, DATABASE_3);
+                USER_2_PRINCIPAL, DATABASE_3, true);
     }
 
     @Test
@@ -190,7 +190,7 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         generic_reExecute(DATABASE_3_ID, QUERY_4_ID, QUERY_4, QUERY_4_RESULT_ID, QUERY_4_RESULT_DTO,
-                USER_2_PRINCIPAL, DATABASE_3);
+                USER_2_PRINCIPAL, DATABASE_3, true);
     }
 
     @Test
@@ -319,7 +319,7 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
         /* test */
         assertThrows(NotAllowedException.class, () -> {
             generic_reExecute(DATABASE_2_ID, QUERY_1_ID, QUERY_1, QUERY_1_RESULT_ID, QUERY_1_RESULT_DTO,
-                    null, DATABASE_2);
+                    null, DATABASE_2, true);
         });
     }
 
@@ -334,7 +334,7 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         generic_reExecute(DATABASE_2_ID, QUERY_1_ID, QUERY_1, QUERY_1_RESULT_ID, QUERY_1_RESULT_DTO,
-                USER_2_PRINCIPAL, DATABASE_2);
+                USER_2_PRINCIPAL, DATABASE_2, true);
     }
 
     @Test
@@ -348,7 +348,7 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         generic_reExecute(DATABASE_2_ID, QUERY_1_ID, QUERY_1, QUERY_1_RESULT_ID, QUERY_1_RESULT_DTO,
-                USER_2_PRINCIPAL, DATABASE_2);
+                USER_2_PRINCIPAL, DATABASE_2, true);
     }
 
     @Test
@@ -363,7 +363,7 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         generic_reExecute(DATABASE_2_ID, QUERY_1_ID, QUERY_1, QUERY_1_RESULT_ID, QUERY_1_RESULT_DTO,
-                USER_2_PRINCIPAL, DATABASE_2);
+                USER_2_PRINCIPAL, DATABASE_2, true);
     }
 
     @Test
@@ -447,13 +447,12 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
         assertEquals(HttpStatus.ACCEPTED, response.getStatusCode());
         assertNotNull(response.getBody());
         assertEquals(QUERY_1_RESULT_ID, response.getBody().getId());
-        assertEquals(QUERY_1_RESULT_NUMBER, response.getBody().getResultNumber());
         assertEquals(QUERY_1_RESULT_NUMBER, response.getBody().getResult().size());
         assertEquals(QUERY_1_RESULT_RESULT, response.getBody().getResult());
     }
 
     protected void generic_reExecute(Long databaseId, Long queryId, Query query, Long resultId,
-                                     QueryResultDto result, Principal principal, Database database)
+                                     QueryResultDto result, Principal principal, Database database, boolean isGet)
             throws QueryStoreException, QueryNotFoundException, DatabaseNotFoundException, ImageNotSupportedException,
             TableMalformedException, QueryMalformedException, ColumnParseException, SortException, NotAllowedException,
             PaginationException, at.tuwien.exception.AccessDeniedException {
@@ -469,11 +468,14 @@ public class QueryEndpointUnitTest extends BaseUnitTest {
                 .thenReturn(query);
         when(queryService.reExecute(databaseId, query, page, size, sortDirection, sortColumn, principal))
                 .thenReturn(result);
+        final HttpServletRequest request = mock(HttpServletRequest.class);
+        when(request.getMethod())
+                .thenReturn(isGet ? "GET" : "HEAD");
 
         /* test */
         final ResponseEntity<QueryResultDto> response = queryEndpoint.reExecute(databaseId, queryId,
-                principal, page, size, sortDirection, sortColumn);
-        assertEquals(HttpStatus.ACCEPTED, response.getStatusCode());
+                principal, request, page, size, sortDirection, sortColumn);
+        assertEquals(HttpStatus.OK, response.getStatusCode());
         assertNotNull(response.getBody());
         assertEquals(resultId, response.getBody().getId());
     }
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableDataEndpointUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableDataEndpointUnitTest.java
index bdab17056d..7061b6a251 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableDataEndpointUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableDataEndpointUnitTest.java
@@ -16,6 +16,7 @@ import at.tuwien.service.AccessService;
 import at.tuwien.service.DatabaseService;
 import at.tuwien.service.TableService;
 import at.tuwien.service.impl.QueryServiceImpl;
+import jakarta.servlet.http.HttpServletRequest;
 import lombok.extern.log4j.Log4j2;
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.extension.ExtendWith;
@@ -38,6 +39,7 @@ import java.util.stream.Stream;
 
 import static org.junit.jupiter.api.Assertions.*;
 import static org.mockito.ArgumentMatchers.*;
+import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.when;
 
 @Log4j2
@@ -259,8 +261,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(PaginationException.class, () -> {
-            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, null,
-                    3L, null, null);
+            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, null, 3L, null, null, true);
         });
     }
 
@@ -270,8 +271,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(PaginationException.class, () -> {
-            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, 3L,
-                    null, null, null);
+            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, 3L, null, null, null, true);
         });
     }
 
@@ -281,8 +281,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(PaginationException.class, () -> {
-            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, -3L,
-                    3L, null, null);
+            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, -3L, 3L, null, null, true);
         });
     }
 
@@ -292,8 +291,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(PaginationException.class, () -> {
-            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, 3L,
-                    -3L, null, null);
+            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, 3L, -3L, null, null, true);
         });
     }
 
@@ -303,8 +301,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(PaginationException.class, () -> {
-            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, 0L,
-                    0L, null, null);
+            generic_getAll(DATABASE_3_ID, TABLE_8_ID, DATABASE_3, TABLE_8, null, null, null, null, 0L, 0L, null, null, true);
         });
     }
 
@@ -314,7 +311,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(NotAllowedException.class, () -> {
-            generic_getAll(DATABASE_1_ID, TABLE_1_ID, DATABASE_1, TABLE_1, null, null, null, null, null, null, null, null);
+            generic_getAll(DATABASE_1_ID, TABLE_1_ID, DATABASE_1, TABLE_1, null, null, null, null, null, null, null, null, true);
         });
     }
 
@@ -324,7 +321,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(NotAllowedException.class, () -> {
-            generic_getAll(DATABASE_1_ID, TABLE_1_ID, DATABASE_1, TABLE_1, USER_4_ID, DATABASE_1_USER_1_READ_ACCESS, USER_4_PRINCIPAL, null, null, null, null, null);
+            generic_getAll(DATABASE_1_ID, TABLE_1_ID, DATABASE_1, TABLE_1, USER_4_ID, DATABASE_1_USER_1_READ_ACCESS, USER_4_PRINCIPAL, null, null, null, null, null, true);
         });
     }
 
@@ -334,7 +331,7 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(NotAllowedException.class, () -> {
-            generic_getCount(DATABASE_1_ID, TABLE_1_ID, DATABASE_1, TABLE_1, USER_4_ID, DATABASE_1_USER_1_READ_ACCESS, USER_4_PRINCIPAL, null);
+            generic_getAll(DATABASE_1_ID, TABLE_1_ID, DATABASE_1, TABLE_1, USER_4_ID, DATABASE_1_USER_1_READ_ACCESS, USER_4_PRINCIPAL, null, null, null, null, null, false);
         });
     }
 
@@ -371,11 +368,11 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
                                 DatabaseAccess access, Principal principal, Instant timestamp, Long page, Long size,
                                 SortType sortDirection, String sortColumn) throws TableNotFoundException, SortException,
             TableMalformedException, NotAllowedException, QueryMalformedException, DatabaseNotFoundException,
-            ImageNotSupportedException, PaginationException, AccessDeniedException {
+            ImageNotSupportedException, PaginationException, AccessDeniedException, QueryStoreException {
 
         /* test */
         generic_getAll(databaseId, tableId, database, table, userId, access, principal, timestamp,
-                page, size, sortDirection, sortColumn);
+                page, size, sortDirection, sortColumn, true);
     }
 
     public static Stream<Arguments> getCount_succeeds_parameters() {
@@ -409,10 +406,11 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
     public void getCount_succeeds(String test, Long databaseId, Long tableId, Database database, Table table,
                                   UUID userId, DatabaseAccess access, Principal principal, Instant timestamp)
             throws TableNotFoundException, QueryStoreException, TableMalformedException, NotAllowedException,
-            QueryMalformedException, DatabaseNotFoundException, ImageNotSupportedException, AccessDeniedException {
+            QueryMalformedException, DatabaseNotFoundException, ImageNotSupportedException, AccessDeniedException,
+            SortException, PaginationException {
 
         /* test */
-        generic_getCount(databaseId, tableId, database, table, userId, access, principal, timestamp);
+        generic_getAll(databaseId, tableId, database, table, userId, access, principal, timestamp, null, null, null, null, false);
     }
 
 
@@ -461,9 +459,9 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
 
     public void generic_getAll(Long databaseId, Long tableId, Database database, Table table, UUID userId,
                                DatabaseAccess access, Principal principal, Instant timestamp, Long page, Long size,
-                               SortType sortDirection, String sortColumn) throws TableMalformedException,
+                               SortType sortDirection, String sortColumn, boolean isGet) throws TableMalformedException,
             NotAllowedException, PaginationException, TableNotFoundException, SortException, QueryMalformedException,
-            DatabaseNotFoundException, ImageNotSupportedException, AccessDeniedException {
+            DatabaseNotFoundException, ImageNotSupportedException, AccessDeniedException, QueryStoreException {
 
         /* mock */
         when(databaseService.find(databaseId))
@@ -474,38 +472,25 @@ public class TableDataEndpointUnitTest extends BaseUnitTest {
                 .thenReturn(access);
         when(queryService.tableFindAll(eq(databaseId), eq(tableId), eq(timestamp), anyLong(), anyLong(), eq(principal)))
                 .thenReturn(QUERY_1_RESULT_DTO);
-
-        /* test */
-        final ResponseEntity<QueryResultDto> response = dataEndpoint.getAll(databaseId, tableId,
-                principal, timestamp, page, size, sortDirection, sortColumn);
-        assertEquals(HttpStatus.OK, response.getStatusCode());
-        assertNotNull(response.getBody());
-        assertEquals(QUERY_1_RESULT_ID, response.getBody().getId());
-        assertEquals(QUERY_1_RESULT_NUMBER, response.getBody().getResultNumber());
-        assertEquals(QUERY_1_RESULT_RESULT, response.getBody().getResult());
-    }
-
-    public void generic_getCount(Long databaseId, Long tableId, Database database, Table table, UUID userId,
-                                 DatabaseAccess access, Principal principal, Instant timestamp)
-            throws TableMalformedException, NotAllowedException, TableNotFoundException, QueryStoreException,
-            QueryMalformedException, DatabaseNotFoundException, ImageNotSupportedException, AccessDeniedException {
-
-        /* mock */
-        when(databaseService.find(databaseId))
-                .thenReturn(database);
-        when(tableService.find(databaseId, tableId))
-                .thenReturn(table);
-        when(accessService.find(databaseId, userId))
-                .thenReturn(access);
-        when(queryService.tableCount(databaseId, tableId, timestamp, principal))
+        when(queryService.tableCount(eq(databaseId), eq(tableId), eq(timestamp), eq(principal)))
                 .thenReturn(QUERY_1_RESULT_NUMBER);
+        final HttpServletRequest request = mock(HttpServletRequest.class);
+        when(request.getMethod())
+                .thenReturn(isGet ? "GET" : "HEAD");
 
         /* test */
-        final ResponseEntity<Long> response = dataEndpoint.getCount(databaseId, tableId,
-                principal, timestamp);
+        final ResponseEntity<QueryResultDto> response = dataEndpoint.getAll(databaseId, tableId,
+                principal, request, timestamp, page, size, sortDirection, sortColumn);
         assertEquals(HttpStatus.OK, response.getStatusCode());
-        assertNotNull(response.getBody());
-        assertEquals(QUERY_1_RESULT_NUMBER, response.getBody());
+        assertNotNull(response.getHeaders().get("X-Count"));
+        assertEquals(1, response.getHeaders().get("X-Count").size());
+        assertEquals(QUERY_1_RESULT_NUMBER, Long.parseLong(response.getHeaders().get("X-Count").get(0)));
+        if (isGet) {
+            assertNotNull(response.getBody());
+            assertEquals(QUERY_1_RESULT_ID, response.getBody().getId());
+            assertEquals(QUERY_1_RESULT_NUMBER, response.getBody().getResult().size());
+            assertEquals(QUERY_1_RESULT_RESULT, response.getBody().getResult());
+        }
     }
 
 }
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java
index f07af86a82..a7ac48a931 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/TableEndpointUnitTest.java
@@ -536,10 +536,11 @@ public class TableEndpointUnitTest extends BaseUnitTest {
         return tableEndpoint.list(databaseId, principal);
     }
 
-    protected ResponseEntity<TableBriefDto> generic_create(Long databaseId, Database database, TableCreateDto data,
+    protected ResponseEntity<TableDto> generic_create(Long databaseId, Database database, TableCreateDto data,
                                                            UUID userId, Principal principal, DatabaseAccess access)
             throws DatabaseNotFoundException, NotAllowedException, TableMalformedException, QueryMalformedException,
-            ImageNotSupportedException, TableNameExistsException, AccessDeniedException, TableNotFoundException {
+            ImageNotSupportedException, TableNameExistsException, AccessDeniedException, TableNotFoundException,
+            UserNotFoundException {
 
         /* mock */
         if (database != null) {
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/ViewEndpointUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/ViewEndpointUnitTest.java
index c4dc78327d..7fd281d420 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/ViewEndpointUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/endpoints/ViewEndpointUnitTest.java
@@ -15,6 +15,7 @@ import at.tuwien.service.AccessService;
 import at.tuwien.service.DatabaseService;
 import at.tuwien.service.QueryService;
 import at.tuwien.service.ViewService;
+import jakarta.servlet.http.HttpServletRequest;
 import lombok.extern.log4j.Log4j2;
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.extension.ExtendWith;
@@ -209,45 +210,41 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
     @Test
     @WithAnonymousUser
     public void data_publicAnonymous_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, DatabaseConnectionException, QueryMalformedException,
-            QueryStoreException, TableMalformedException, ColumnParseException, ImageNotSupportedException,
-            ContainerNotFoundException, PaginationException, ViewMalformedException, AccessDeniedException {
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        data_generic(DATABASE_3_ID, VIEW_1_ID, DATABASE_3, null, null, null);
+        data_generic(VIEW_1_ID, VIEW_1, DATABASE_3_ID, DATABASE_3, null, null, null, true);
     }
 
     @Test
     @WithMockUser(username = USER_2_USERNAME)
     public void data_publicNoRole_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, DatabaseConnectionException, QueryMalformedException,
-            QueryStoreException, TableMalformedException, ColumnParseException, ImageNotSupportedException,
-            ContainerNotFoundException, PaginationException, ViewMalformedException, AccessDeniedException {
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        data_generic(DATABASE_3_ID, VIEW_1_ID, DATABASE_3, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
+        data_generic(VIEW_1_ID, VIEW_1, DATABASE_3_ID, DATABASE_3, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS, true);
     }
 
     @Test
     @WithMockUser(username = USER_2_USERNAME, authorities = {"view-database-view-data"})
     public void data_publicHasRole_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, DatabaseConnectionException, QueryMalformedException,
-            QueryStoreException, TableMalformedException, ColumnParseException, ImageNotSupportedException,
-            ContainerNotFoundException, PaginationException, ViewMalformedException, AccessDeniedException {
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        data_generic(DATABASE_3_ID, VIEW_1_ID, DATABASE_3, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
+        data_generic(VIEW_1_ID, VIEW_1, DATABASE_3_ID, DATABASE_3, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS, true);
     }
 
     @Test
     @WithMockUser(username = USER_2_USERNAME, authorities = {"view-database-view-data"})
     public void data_publicHasRoleHasAccess_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, DatabaseConnectionException, QueryMalformedException,
-            QueryStoreException, TableMalformedException, ColumnParseException, ImageNotSupportedException,
-            ContainerNotFoundException, PaginationException, ViewMalformedException, AccessDeniedException {
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        data_generic(DATABASE_3_ID, VIEW_1_ID, DATABASE_3, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
+        data_generic(VIEW_1_ID, VIEW_1, DATABASE_3_ID, DATABASE_3, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS, true);
     }
 
     /* ################################################################################################### */
@@ -328,8 +325,8 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithAnonymousUser
-    public void find_privateAnonymous_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, AccessDeniedException {
+    public void find_privateAnonymous_succeeds() throws UserNotFoundException, DatabaseNotFoundException,
+            ViewNotFoundException, AccessDeniedException {
 
         /* test */
         find_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, null, null, null);
@@ -337,8 +334,8 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithMockUser(username = USER_2_USERNAME, authorities = {"find-database-view"})
-    public void find_privateHasRole_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, AccessDeniedException {
+    public void find_privateHasRole_succeeds() throws UserNotFoundException, DatabaseNotFoundException,
+            ViewNotFoundException, AccessDeniedException {
 
         /* test */
         find_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
@@ -346,8 +343,8 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithMockUser(username = USER_2_USERNAME)
-    public void find_privateNoRole_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, AccessDeniedException {
+    public void find_privateNoRole_succeeds() throws UserNotFoundException, DatabaseNotFoundException,
+            ViewNotFoundException, AccessDeniedException {
 
         /* test */
         find_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
@@ -355,8 +352,8 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
     @Test
     @WithMockUser(username = USER_2_USERNAME)
-    public void find_privateHasRoleHasAccess_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, AccessDeniedException {
+    public void find_privateHasRoleHasAccess_succeeds() throws UserNotFoundException, DatabaseNotFoundException,
+            ViewNotFoundException, AccessDeniedException {
 
         /* test */
         find_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
@@ -408,51 +405,48 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(NotAllowedException.class, () -> {
-            data_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, null, null, null);
+            data_generic(VIEW_1_ID, VIEW_1, DATABASE_1_ID, DATABASE_1, null, null, null, true);
         });
     }
 
     @Test
     @WithMockUser(username = USER_2_USERNAME)
     public void data_privateNoRole_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, DatabaseConnectionException, QueryMalformedException,
-            QueryStoreException, TableMalformedException, ColumnParseException, ImageNotSupportedException,
-            ContainerNotFoundException, PaginationException, ViewMalformedException, AccessDeniedException {
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        data_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
+        data_generic(VIEW_1_ID, VIEW_1, DATABASE_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS, true);
     }
 
     @Test
     @WithMockUser(username = USER_2_USERNAME, authorities = {"view-database-view-data"})
     public void data_privateHasRole_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, DatabaseConnectionException, QueryMalformedException,
-            QueryStoreException, TableMalformedException, ColumnParseException, ImageNotSupportedException,
-            ContainerNotFoundException, PaginationException, ViewMalformedException, AccessDeniedException {
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        data_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
+        data_generic(VIEW_1_ID, VIEW_1, DATABASE_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS, true);
     }
 
     @Test
     @WithMockUser(username = USER_2_USERNAME, authorities = {"view-database-view-data"})
     public void data_privateHasRoleHasAccess_succeeds() throws UserNotFoundException, NotAllowedException,
-            DatabaseNotFoundException, ViewNotFoundException, DatabaseConnectionException, QueryMalformedException,
-            QueryStoreException, TableMalformedException, ColumnParseException, ImageNotSupportedException,
-            ContainerNotFoundException, PaginationException, ViewMalformedException, AccessDeniedException {
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        data_generic(DATABASE_1_ID, VIEW_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS);
+        data_generic(VIEW_1_ID, VIEW_1, DATABASE_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, DATABASE_2_USER_1_READ_ACCESS, true);
     }
 
     @Test
     @WithAnonymousUser
-    public void count_privateAnonymous_succeeds() throws UserNotFoundException, DatabaseNotFoundException,
-            ViewNotFoundException, DatabaseConnectionException, QueryMalformedException, QueryStoreException,
-            TableMalformedException, ImageNotSupportedException, ContainerNotFoundException {
+    public void count_privateAnonymous_succeeds() throws UserNotFoundException, NotAllowedException,
+            DatabaseNotFoundException, ViewNotFoundException, QueryMalformedException, QueryStoreException,
+            TableMalformedException, ImageNotSupportedException, PaginationException, AccessDeniedException {
 
         /* test */
-        count_generic(DATABASE_1_ID, VIEW_2_ID, DATABASE_1, VIEW_2, USER_2_PRINCIPAL);
+        data_generic(VIEW_2_ID, VIEW_2, DATABASE_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, null, false);
     }
 
     @Test
@@ -461,7 +455,7 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(DatabaseNotFoundException.class, () -> {
-            count_generic(DATABASE_1_ID, VIEW_2_ID, null, VIEW_2, USER_2_PRINCIPAL);
+            data_generic(VIEW_2_ID, VIEW_2, DATABASE_1_ID, null, USER_2_ID, USER_2_PRINCIPAL, null, false);
         });
     }
 
@@ -471,7 +465,7 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
         /* test */
         assertThrows(ViewNotFoundException.class, () -> {
-            count_generic(DATABASE_1_ID, VIEW_2_ID, DATABASE_1, null, USER_2_PRINCIPAL);
+            data_generic(VIEW_2_ID, null, DATABASE_1_ID, DATABASE_1, USER_2_ID, USER_2_PRINCIPAL, null, false);
         });
     }
 
@@ -546,7 +540,7 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
 
     protected void find_generic(Long databaseId, Long viewId, Database database, UUID userId,
                                 Principal principal, DatabaseAccess access) throws DatabaseNotFoundException,
-            UserNotFoundException, NotAllowedException, ViewNotFoundException, AccessDeniedException {
+            UserNotFoundException, ViewNotFoundException, AccessDeniedException {
 
         /* mock */
         when(databaseService.find(databaseId))
@@ -597,18 +591,25 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
         assertEquals(HttpStatus.ACCEPTED, response.getStatusCode());
     }
 
-    protected void data_generic(Long databaseId, Long viewId, Database database, UUID userId,
-                                Principal principal, DatabaseAccess access) throws DatabaseNotFoundException,
-            UserNotFoundException, NotAllowedException, ViewNotFoundException, DatabaseConnectionException,
-            QueryMalformedException, QueryStoreException, TableMalformedException, ColumnParseException,
-            ImageNotSupportedException, ContainerNotFoundException, PaginationException, ViewMalformedException,
+    protected void data_generic(Long viewId, View view, Long databaseId, Database database, UUID userId, Principal principal,
+                                DatabaseAccess access, boolean isGet) throws DatabaseNotFoundException,
+            UserNotFoundException, NotAllowedException, ViewNotFoundException, QueryMalformedException,
+            QueryStoreException, TableMalformedException, ImageNotSupportedException, PaginationException,
             AccessDeniedException {
         final Long page = 0L;
         final Long size = 2L;
 
         /* mock */
-        when(databaseService.find(databaseId))
-                .thenReturn(database);
+        if (database != null) {
+            log.trace("mock database with id {}", databaseId);
+            when(databaseService.find(databaseId))
+                    .thenReturn(database);
+        } else {
+            log.trace("mock no database with id {}", databaseId);
+            doThrow(DatabaseNotFoundException.class)
+                    .when(databaseService)
+                    .find(databaseId);
+        }
         if (access != null) {
             log.trace("mock access of database with id {} and user id {}", databaseId, userId);
             when(accessService.find(databaseId, userId))
@@ -618,50 +619,36 @@ public class ViewEndpointUnitTest extends BaseUnitTest {
             when(accessService.find(databaseId, userId))
                     .thenThrow(AccessDeniedException.class);
         }
-        when(viewService.findById(databaseId, viewId, principal))
-                .thenReturn(VIEW_1);
-        when(queryService.viewFindAll(databaseId, VIEW_1, page, size, principal))
-                .thenReturn(QUERY_1_RESULT_DTO);
-
-        /* test */
-        final ResponseEntity<QueryResultDto> response = viewEndpoint.data(databaseId, viewId, principal, page, size);
-        assertEquals(HttpStatus.OK, response.getStatusCode());
-        assertNotNull(response.getBody());
-        assertEquals(QUERY_1_RESULT_ID, response.getBody().getId());
-        assertEquals(QUERY_1_RESULT_NUMBER, response.getBody().getResultNumber());
-        assertEquals(QUERY_1_RESULT_DTO, response.getBody());
-    }
-
-    protected void count_generic(Long databaseId, Long viewId, Database database, View view,
-                                 Principal principal) throws UserNotFoundException, QueryStoreException,
-            DatabaseConnectionException, TableMalformedException, QueryMalformedException, DatabaseNotFoundException,
-            ImageNotSupportedException, ContainerNotFoundException, ViewNotFoundException {
-
-        /* mock */
-        if (database != null) {
-            when(databaseService.find(databaseId))
-                    .thenReturn(database);
-        } else {
-            doThrow(DatabaseNotFoundException.class)
-                    .when(databaseService)
-                    .find(databaseId);
-        }
         if (view != null) {
+            log.trace("mock view with id {}", viewId);
             when(viewService.findById(databaseId, viewId, principal))
-                    .thenReturn(VIEW_1);
+                    .thenReturn(view);
         } else {
+            log.trace("mock no view with id {}", viewId);
             doThrow(ViewNotFoundException.class)
                     .when(viewService)
                     .findById(databaseId, viewId, principal);
         }
-        when(queryService.viewCount(databaseId, VIEW_1, principal))
-                .thenReturn(5L);
+        when(queryService.viewFindAll(databaseId, VIEW_1, page, size, principal))
+                .thenReturn(QUERY_1_RESULT_DTO);
+        when(queryService.viewCount(eq(databaseId), any(View.class), eq(principal)))
+                .thenReturn(QUERY_1_RESULT_NUMBER);
+        final HttpServletRequest request = mock(HttpServletRequest.class);
+        when(request.getMethod())
+                .thenReturn(isGet ? "GET" : "HEAD");
 
         /* test */
-        final ResponseEntity<Long> response = viewEndpoint.count(databaseId, viewId, principal);
+        final ResponseEntity<QueryResultDto> response = viewEndpoint.data(databaseId, viewId, principal, request, page, size);
         assertEquals(HttpStatus.OK, response.getStatusCode());
-        assertNotNull(response.getBody());
-        assertEquals(5L, response.getBody());
+        assertNotNull(response.getHeaders().get("X-Count"));
+        assertNotNull(response.getHeaders().get("X-Count").get(0));
+        assertEquals(QUERY_1_RESULT_NUMBER, Long.parseLong(response.getHeaders().get("X-Count").get(0)));
+        if (isGet) {
+            assertNotNull(response.getBody());
+            assertEquals(QUERY_1_RESULT_ID, response.getBody().getId());
+            assertEquals(QUERY_1_RESULT_NUMBER, response.getBody().getResult().size());
+            assertEquals(QUERY_1_RESULT_DTO, response.getBody());
+        }
     }
 
 }
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/mvc/PrometheusEndpointMvcTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/mvc/PrometheusEndpointMvcTest.java
index ce0b3a3e57..d45d641f7c 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/mvc/PrometheusEndpointMvcTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/mvc/PrometheusEndpointMvcTest.java
@@ -207,11 +207,6 @@ public class PrometheusEndpointMvcTest extends BaseUnitTest {
         } catch (Exception e) {
             /* ignore */
         }
-        try {
-            databaseEndpoint.count(USER_1_PRINCIPAL, null);
-        } catch (Exception e) {
-            /* ignore */
-        }
         try {
             databaseEndpoint.create(DATABASE_1_CREATE, USER_1_PRINCIPAL);
         } catch (Exception e) {
@@ -239,7 +234,7 @@ public class PrometheusEndpointMvcTest extends BaseUnitTest {
         }
 
         /* test */
-        for (String metric : List.of("dbr_database_findall", "dbr_database_count", "dbr_database_create", "dbr_database_visibility", "dbr_database_transfer", "dbr_database_find", "dbr_database_image")) {
+        for (String metric : List.of("dbr_database_findall", "dbr_database_create", "dbr_database_visibility", "dbr_database_transfer", "dbr_database_find", "dbr_database_image")) {
             assertThat(registry)
                     .hasObservationWithNameEqualTo(metric);
         }
@@ -488,12 +483,7 @@ public class PrometheusEndpointMvcTest extends BaseUnitTest {
             /* ignore */
         }
         try {
-            queryEndpoint.reExecute(DATABASE_1_ID, QUERY_1_ID, USER_1_PRINCIPAL, null, null, null, null);
-        } catch (Exception e) {
-            /* ignore */
-        }
-        try {
-            queryEndpoint.reExecuteCount(DATABASE_1_ID, QUERY_1_ID, USER_1_PRINCIPAL);
+            queryEndpoint.reExecute(DATABASE_1_ID, QUERY_1_ID, USER_1_PRINCIPAL, null, null, null, null, null);
         } catch (Exception e) {
             /* ignore */
         }
@@ -504,7 +494,7 @@ public class PrometheusEndpointMvcTest extends BaseUnitTest {
         }
 
         /* test */
-        for (String metric : List.of("dbr_query_execute", "dbr_query_reexecute", "dbr_query_reexecute_count", "dbr_query_export")) {
+        for (String metric : List.of("dbr_query_execute", "dbr_query_reexecute", "dbr_query_export")) {
             assertThat(registry)
                     .hasObservationWithNameEqualTo(metric);
         }
@@ -617,18 +607,13 @@ public class PrometheusEndpointMvcTest extends BaseUnitTest {
             /* ignore */
         }
         try {
-            tableDataEndpoint.getAll(DATABASE_1_ID, TABLE_1_ID, USER_1_PRINCIPAL, null, null, null, null, null);
-        } catch (Exception e) {
-            /* ignore */
-        }
-        try {
-            tableDataEndpoint.getCount(DATABASE_1_ID, TABLE_1_ID, USER_1_PRINCIPAL, null);
+            tableDataEndpoint.getAll(DATABASE_1_ID, TABLE_1_ID, USER_1_PRINCIPAL, null, null, null, null, null, null);
         } catch (Exception e) {
             /* ignore */
         }
 
         /* test */
-        for (String metric : List.of("dbr_table_data_insert", "dbr_table_data_update", "dbr_table_data_delete", "dbr_table_data_import", "dbr_table_data_findall", "dbr_table_data_countall")) {
+        for (String metric : List.of("dbr_table_data_insert", "dbr_table_data_update", "dbr_table_data_delete", "dbr_table_data_import", "dbr_table_data_findall")) {
             assertThat(registry)
                     .hasObservationWithNameEqualTo(metric);
         }
@@ -763,18 +748,13 @@ public class PrometheusEndpointMvcTest extends BaseUnitTest {
             /* ignore */
         }
         try {
-            viewEndpoint.data(DATABASE_1_ID, VIEW_1_ID, USER_1_PRINCIPAL, null, null);
-        } catch (Exception e) {
-            /* ignore */
-        }
-        try {
-            viewEndpoint.count(DATABASE_1_ID, VIEW_1_ID, USER_1_PRINCIPAL);
+            viewEndpoint.data(DATABASE_1_ID, VIEW_1_ID, USER_1_PRINCIPAL, null, null, null);
         } catch (Exception e) {
             /* ignore */
         }
 
         /* test */
-        for (String metric : List.of("dbr_views_findall", "dbr_view_create", "dbr_view_find", "dbr_view_delete", "dbr_view_data_findall", "dbr_view_data_count")) {
+        for (String metric : List.of("dbr_views_findall", "dbr_view_create", "dbr_view_find", "dbr_view_delete", "dbr_view_data_findall")) {
             assertThat(registry)
                     .hasObservationWithNameEqualTo(metric);
         }
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceIntegrationTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceIntegrationTest.java
index 80a555b9c3..fa57f4c630 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceIntegrationTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceIntegrationTest.java
@@ -476,6 +476,19 @@ public class DatabaseServiceIntegrationTest extends BaseUnitTest {
         final Database response = databaseService.create(createDto, USER_1_PRINCIPAL);
         assertEquals(database.getName(), response.getName());
         assertTrue(response.getInternalName().startsWith(database.getInternalName()));
+        assertNotNull(response.getContainer());
+        assertNotNull(response.getTables());
+        assertNotNull(response.getViews());
+        assertNotNull(response.getAccesses());
+        assertNotNull(response.getAccesses());
+        assertNotNull(response.getIdentifiers());
+        assertNotNull(response.getSubsets());
+        assertNotNull(response.getCreator());
+        assertNotNull(response.getContact());
+        assertNotNull(response.getOwner());
+        assertNull(response.getImage());
+        assertNotNull(response.getExchangeName());
+        assertEquals(database.getIsPublic(), response.getIsPublic());
         return response;
     }
 
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceUnitTest.java
index 4eea12c7f0..a0f93d19f4 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/DatabaseServiceUnitTest.java
@@ -48,7 +48,7 @@ public class DatabaseServiceUnitTest extends BaseUnitTest {
     @Test
     public void findAll_succeeds() {
         /* mock */
-        when(databaseRepository.findAll())
+        when(databaseRepository.findAllDesc())
                 .thenReturn(List.of(DATABASE_1));
 
         /* test */
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/IdentifierServiceIntegrationTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/IdentifierServiceIntegrationTest.java
index a82c25a658..f72b713619 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/IdentifierServiceIntegrationTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/IdentifierServiceIntegrationTest.java
@@ -205,39 +205,6 @@ public class IdentifierServiceIntegrationTest extends BaseUnitTest {
         assertEquals(RELATED_IDENTIFIER_5_TYPE, relatedIdentifier1.getType());
         assertEquals(RELATED_IDENTIFIER_5_RELATION_TYPE, relatedIdentifier1.getRelation());
         assertEquals(RELATED_IDENTIFIER_5_VALUE, relatedIdentifier1.getValue());
-        /* open search database */
-        final Optional<DatabaseDto> optional = databaseIdxRepository.findById(IDENTIFIER_5_DATABASE_ID);
-        assertTrue(optional.isPresent());
-        assertNotNull(optional.get().getIdentifiers());
-        assertEquals(2, optional.get().getIdentifiers().size());
-        final IdentifierDto dto1 = optional.get().getIdentifiers().get(1);
-        assertNotNull(dto1.getTitles());
-        assertEquals(1, dto1.getTitles().size());
-        final IdentifierTitleDto titleDto0 = dto1.getTitles().get(0);
-        assertEquals(IDENTIFIER_5_TITLE_1_TITLE, titleDto0.getTitle());
-        assertEquals(IDENTIFIER_5_TITLE_1_LANG_DTO, titleDto0.getLanguage());
-        assertEquals(IDENTIFIER_5_TITLE_1_TYPE_DTO, titleDto0.getTitleType());
-        assertNotNull(dto1.getDescriptions());
-        assertEquals(1, dto1.getDescriptions().size());
-        final IdentifierDescriptionDto descriptionDto0 = dto1.getDescriptions().get(0);
-        assertEquals(IDENTIFIER_5_DESCRIPTION_1_DESCRIPTION, descriptionDto0.getDescription());
-        assertEquals(IDENTIFIER_5_DESCRIPTION_1_LANG_DTO, descriptionDto0.getLanguage());
-        assertEquals(IDENTIFIER_5_DESCRIPTION_1_TYPE_DTO, descriptionDto0.getDescriptionType());
-        assertNull(dto1.getDoi());
-        assertEquals(IDENTIFIER_5_PUBLISHER, dto1.getPublisher());
-        assertNull(dto1.getLanguage());
-        assertEquals(IDENTIFIER_5_PUBLICATION_YEAR, dto1.getPublicationYear());
-        assertEquals(IDENTIFIER_5_PUBLICATION_MONTH, dto1.getPublicationMonth());
-        assertEquals(IDENTIFIER_5_PUBLICATION_DAY, dto1.getPublicationDay());
-        final List<RelatedIdentifierDto> relatedIdentifiersDto = dto1.getRelatedIdentifiers();
-        assertEquals(1, relatedIdentifiersDto.size());
-        final RelatedIdentifierDto relatedIdentifierDto1 = relatedIdentifiersDto.get(0);
-        assertEquals(RELATED_IDENTIFIER_5_TYPE_DTO, relatedIdentifierDto1.getType());
-        assertEquals(RELATED_IDENTIFIER_5_RELATION_TYPE_DTO, relatedIdentifierDto1.getRelation());
-        assertEquals(RELATED_IDENTIFIER_5_VALUE, relatedIdentifierDto1.getValue());
-        /* open search database */
-        final Optional<DatabaseDto> responseDto = databaseIdxRepository.findById(DATABASE_2_ID);
-        assertTrue(responseDto.isPresent());
     }
 
     @Test
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/MetadataServiceUnitTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/MetadataServiceUnitTest.java
index f731e99d25..3a48cdc696 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/MetadataServiceUnitTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/MetadataServiceUnitTest.java
@@ -9,10 +9,7 @@ import at.tuwien.api.orcid.OrcidDto;
 import at.tuwien.api.ror.RorDto;
 import at.tuwien.api.user.external.ExternalMetadataDto;
 import at.tuwien.api.user.external.affiliation.ExternalAffiliationDto;
-import at.tuwien.exception.DoiNotFoundException;
-import at.tuwien.exception.OrcidNotFoundException;
-import at.tuwien.exception.RemoteUnavailableException;
-import at.tuwien.exception.RorNotFoundException;
+import at.tuwien.exception.*;
 import at.tuwien.gateway.CrossrefGateway;
 import at.tuwien.gateway.OrcidGateway;
 import at.tuwien.gateway.RorGateway;
@@ -62,8 +59,8 @@ public class MetadataServiceUnitTest extends BaseUnitTest {
     private ObjectMapper objectMapper;
 
     @Test
-    public void findByUrl_orcid_succeeds() throws OrcidNotFoundException, RemoteUnavailableException,
-            RorNotFoundException, IOException, DoiNotFoundException {
+    public void findByUrl_orcid_succeeds() throws OrcidNotFoundException,
+            RorNotFoundException, IOException, DoiNotFoundException, IdentifierNotFoundException {
         final OrcidDto orcid = objectMapper
                 .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false)
                 .readValue(new File("src/test/resources/json/orcid_jdoe.json"), OrcidDto.class);
@@ -93,8 +90,8 @@ public class MetadataServiceUnitTest extends BaseUnitTest {
     }
 
     @Test
-    public void findByUrl_doi_succeeds() throws OrcidNotFoundException, RemoteUnavailableException,
-            RorNotFoundException, IOException, DoiNotFoundException {
+    public void findByUrl_doi_succeeds() throws OrcidNotFoundException,
+            RorNotFoundException, IOException, DoiNotFoundException, IdentifierNotFoundException {
         final CrossrefDto doi = objectMapper
                 .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false)
                 .readValue(new File("src/test/resources/json/doi_ec.json"), CrossrefDto.class);
@@ -126,8 +123,8 @@ public class MetadataServiceUnitTest extends BaseUnitTest {
     }
 
     @Test
-    public void findByUrl_ror_succeeds() throws OrcidNotFoundException, RemoteUnavailableException,
-            RorNotFoundException, IOException, DoiNotFoundException {
+    public void findByUrl_ror_succeeds() throws OrcidNotFoundException,
+            RorNotFoundException, IOException, DoiNotFoundException, IdentifierNotFoundException {
         final RorDto ror = objectMapper
                 .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false)
                 .readValue(new File("src/test/resources/json/ror_tuw.json"), RorDto.class);
@@ -170,7 +167,7 @@ public class MetadataServiceUnitTest extends BaseUnitTest {
     public void findByUrl_isniMalformed_fails() {
 
         /* test */
-        assertThrows(RemoteUnavailableException.class, () -> {
+        assertThrows(IdentifierNotFoundException.class, () -> {
             metadataService.findByUrl("https://isni.org/isni/0000000506791090");
         });
     }
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/QueryServiceIntegrationTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/QueryServiceIntegrationTest.java
index eedba5e102..0b075bfe44 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/QueryServiceIntegrationTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/QueryServiceIntegrationTest.java
@@ -350,9 +350,9 @@ public class QueryServiceIntegrationTest extends BaseUnitTest {
 
         /* test */
         final QueryResultDto response = queryService.execute(DATABASE_2_ID, request, USER_1_PRINCIPAL, 0L, 100L, null, null);
-        assertEquals(4L, response.getResultNumber());
         assertNotNull(response.getResult());
         final List<Map<String, Object>> result = response.getResult();
+        assertEquals(4L, result.size());
         assertEquals(BigInteger.valueOf(1L), result.get(0).get("id"));
         assertEquals(4, result.get(0).get("legs"));
         assertEquals("boar", result.get(0).get("animal_name"));
@@ -393,9 +393,9 @@ public class QueryServiceIntegrationTest extends BaseUnitTest {
         /* test */
         final QueryResultDto response = queryService.execute(DATABASE_1_ID, request, USER_1_PRINCIPAL,
                 0L, 100L, null, null);
-        assertEquals(1L, response.getResultNumber());
         assertNotNull(response.getResult());
         final List<Map<String, Object>> result = response.getResult();
+        assertEquals(1L, result.size());
         assertEquals("Vienna", result.get(0).get("location"));
         assertNull(result.get(0).get("lat"));
         assertNull(result.get(0).get("lng"));
@@ -415,9 +415,9 @@ public class QueryServiceIntegrationTest extends BaseUnitTest {
         /* test */
         final QueryResultDto response = queryService.execute(DATABASE_1_ID, request, USER_1_PRINCIPAL,
                 0L, 100L, null, null);
-        assertEquals(1L, response.getResultNumber());
         assertNotNull(response.getResult());
         final List<Map<String, Object>> result = response.getResult();
+        assertEquals(1L, result.size());
         assertEquals("Vienna", result.get(0).get("location"));
         assertNull(result.get(0).get("lat"));
         assertNull(result.get(0).get("lng"));
@@ -437,7 +437,7 @@ public class QueryServiceIntegrationTest extends BaseUnitTest {
         /* test */
         final QueryResultDto response = queryService.execute(DATABASE_1_ID, request, USER_1_PRINCIPAL,
                 0L, 100L, null, null);
-        assertEquals(1L, response.getResultNumber());
+        assertEquals(1L, response.getResult().size());
         assertNotNull(response.getResult());
     }
 
@@ -454,9 +454,9 @@ public class QueryServiceIntegrationTest extends BaseUnitTest {
 
         /* test */
         final QueryResultDto response = queryService.execute(DATABASE_1_ID, request, USER_1_PRINCIPAL, 0L, 100L, null, null);
-        assertEquals(9L, response.getResultNumber());
         assertNotNull(response.getResult());
         final List<Map<String, Object>> result = response.getResult();
+        assertEquals(9L, result.size());
         assertEquals(2, result.get(0).keySet().size());
         assertEquals("Albury", result.get(0).get("a"));
         assertEquals("Albury", result.get(0).get("location"));
@@ -500,9 +500,9 @@ public class QueryServiceIntegrationTest extends BaseUnitTest {
         /* test */
         final QueryResultDto response = queryService.execute(DATABASE_1_ID, request, USER_1_PRINCIPAL,
                 0L, 100L, null, null);
-        assertEquals(9L, response.getResultNumber());
         assertNotNull(response.getResult());
         final List<Map<String, Object>> result = response.getResult();
+        assertEquals(9L, result.size());
         assertEquals("Albury", result.get(0).get("a"));
         assertEquals("Albury", result.get(0).get("location"));
         assertEquals("Albury", result.get(1).get("a"));
diff --git a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/TableServiceIntegrationWriteTest.java b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/TableServiceIntegrationWriteTest.java
index f4b9bddcb8..2364ac38c2 100644
--- a/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/TableServiceIntegrationWriteTest.java
+++ b/dbrepo-metadata-service/rest-service/src/test/java/at/tuwien/service/TableServiceIntegrationWriteTest.java
@@ -104,7 +104,7 @@ public class TableServiceIntegrationWriteTest extends BaseUnitTest {
     @Test
     public void create_withConstraints_succeeds() throws TableMalformedException, QueryMalformedException,
             DatabaseNotFoundException, ImageNotSupportedException, TableNameExistsException, SQLException,
-            TableNotFoundException {
+            TableNotFoundException, UserNotFoundException {
 
         /* test */
         tableService.createTable(DATABASE_1_ID, TABLE_5_CREATE_DTO, USER_1_PRINCIPAL); // table to reference
@@ -191,7 +191,7 @@ public class TableServiceIntegrationWriteTest extends BaseUnitTest {
     @Test
     @Transactional
     public void delete_full_succeeds() throws TableNotFoundException, TableMalformedException, QueryMalformedException,
-            DatabaseNotFoundException, ImageNotSupportedException, TableNameExistsException {
+            DatabaseNotFoundException, ImageNotSupportedException, TableNameExistsException, UserNotFoundException {
 
         /* test */
         final Table response = tableService.createTable(DATABASE_1_ID, TABLE_0_CREATE_DTO, USER_1_PRINCIPAL);
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/IdentifierService.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/IdentifierService.java
index 457b9dc3e8..0af9bd13ff 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/IdentifierService.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/IdentifierService.java
@@ -91,8 +91,6 @@ public interface IdentifierService {
      * @return The created identifier from the metadata database if successful.
      * @throws QueryNotFoundException     The query was not found in the data database.
      * @throws IdentifierRequestException The identifier requested could not be created.
-     * @throws RemoteUnavailableException The connection to the Query Store could not be established by
-     *                                    the database connector.
      * @throws UserNotFoundException      The user was not found in the metadata database.
      * @throws DatabaseNotFoundException  The database was not found in the metadata database.
      * @throws ViewNotFoundException      The view with id was not found.
@@ -100,7 +98,7 @@ public interface IdentifierService {
      * @throws ImageNotSupportedException The image is not supported.
      */
     Identifier create(IdentifierSaveDto data, Principal principal) throws QueryNotFoundException,
-            IdentifierRequestException, RemoteUnavailableException, UserNotFoundException, DatabaseNotFoundException,
+            IdentifierRequestException, UserNotFoundException, DatabaseNotFoundException,
             ViewNotFoundException, QueryStoreException, ImageNotSupportedException;
 
     /**
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/MetadataService.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/MetadataService.java
index b7b2d1de20..16688e66b1 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/MetadataService.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/MetadataService.java
@@ -52,11 +52,11 @@ public interface MetadataService {
      *
      * @param url The user identifier.
      * @return The user metadata.
-     * @throws OrcidNotFoundException     The provided identifier is of ORCID type and does not exist.
-     * @throws RorNotFoundException       The provided identifier is of ROR type and does not exist.
-     * @throws RemoteUnavailableException The remote service is not supported.
-     * @throws DoiNotFoundException       The doi was not found.
+     * @throws OrcidNotFoundException      The provided identifier is of ORCID type and does not exist.
+     * @throws RorNotFoundException        The provided identifier is of ROR type and does not exist.
+     * @throws IdentifierNotFoundException The identifier is not supported.
+     * @throws DoiNotFoundException        The doi was not found.
      */
     ExternalMetadataDto findByUrl(String url) throws OrcidNotFoundException, RorNotFoundException,
-            RemoteUnavailableException, DoiNotFoundException;
+            DoiNotFoundException, IdentifierNotFoundException;
 }
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/TableService.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/TableService.java
index 09f8012670..bf9a3ddee1 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/TableService.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/TableService.java
@@ -82,7 +82,7 @@ public interface TableService {
      */
     Table createTable(Long databaseId, TableCreateDto createDto, Principal principal)
             throws ImageNotSupportedException, DatabaseNotFoundException, TableMalformedException,
-            TableNameExistsException, QueryMalformedException, TableNotFoundException;
+            TableNameExistsException, QueryMalformedException, TableNotFoundException, UserNotFoundException;
 
     /**
      * Deletes a table from the database in the metadata database and data database.
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/ContainerServiceImpl.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/ContainerServiceImpl.java
index 5f2a5f0a5d..89f503f0b6 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/ContainerServiceImpl.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/ContainerServiceImpl.java
@@ -58,6 +58,12 @@ public class ContainerServiceImpl implements ContainerService {
                 .image(optional2.get())
                 .name(data.getName())
                 .internalName(containerMapper.containerToInternalContainerName(data.getName()))
+                .host(data.getHost())
+                .port(data.getPort())
+                .sidecarHost(data.getSidecarHost())
+                .sidecarPort(data.getSidecarPort())
+                .privilegedUsername(data.getPrivilegedUsername())
+                .privilegedPassword(data.getPrivilegedPassword())
                 .build();
         log.info("Created container with id {} in metadata database", container.getId());
         return container;
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/DataCiteIdentifierServiceImpl.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/DataCiteIdentifierServiceImpl.java
index 541e1fee8a..3c320dde3a 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/DataCiteIdentifierServiceImpl.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/DataCiteIdentifierServiceImpl.java
@@ -83,7 +83,7 @@ public class DataCiteIdentifierServiceImpl implements IdentifierService {
     @Override
     @Transactional(rollbackFor = {Exception.class})
     public Identifier create(IdentifierSaveDto data, Principal principal) throws QueryNotFoundException,
-            IdentifierRequestException, RemoteUnavailableException, UserNotFoundException, DatabaseNotFoundException,
+            IdentifierRequestException, UserNotFoundException, DatabaseNotFoundException,
             ViewNotFoundException, QueryStoreException, ImageNotSupportedException {
         final Identifier identifier = identifierService.create(data, principal);
         /* https://stackoverflow.com/questions/55090541/spring-data-jpa-lombok-unsupportedoperationexception-during-saving */
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/IdentifierServiceImpl.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/IdentifierServiceImpl.java
index 528280b1a7..a4902100b9 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/IdentifierServiceImpl.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/IdentifierServiceImpl.java
@@ -154,7 +154,7 @@ public class IdentifierServiceImpl implements IdentifierService {
     @Override
     @Transactional
     public Identifier create(IdentifierSaveDto data, Principal principal) throws QueryNotFoundException,
-            IdentifierRequestException, RemoteUnavailableException, UserNotFoundException, DatabaseNotFoundException,
+            IdentifierRequestException, UserNotFoundException, DatabaseNotFoundException,
             ViewNotFoundException, QueryStoreException, ImageNotSupportedException {
         /* create identifier */
         final Identifier entity = identifierMapper.identifierCreateDtoToIdentifier(data);
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MariaDbServiceImpl.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MariaDbServiceImpl.java
index 3353721f47..faf1cc94f4 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MariaDbServiceImpl.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MariaDbServiceImpl.java
@@ -6,7 +6,9 @@ import at.tuwien.api.database.DatabaseTransferDto;
 import at.tuwien.config.QueryConfig;
 import at.tuwien.entities.container.Container;
 import at.tuwien.entities.container.image.ContainerImageDate;
+import at.tuwien.entities.database.AccessType;
 import at.tuwien.entities.database.Database;
+import at.tuwien.entities.database.DatabaseAccess;
 import at.tuwien.entities.database.View;
 import at.tuwien.entities.database.table.Table;
 import at.tuwien.entities.database.table.columns.TableColumn;
@@ -28,6 +30,7 @@ import at.tuwien.service.*;
 import com.mchange.v2.c3p0.ComboPooledDataSource;
 import lombok.extern.log4j.Log4j2;
 import net.sf.jsqlparser.JSQLParserException;
+import org.apache.commons.lang3.RandomStringUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
@@ -125,17 +128,30 @@ public class MariaDbServiceImpl extends HibernateConnector implements DatabaseSe
 
     @Override
     @Transactional
-    public Database create(DatabaseCreateDto createDto, Principal principal) throws ContainerNotFoundException,
+    public Database create(DatabaseCreateDto data, Principal principal) throws ContainerNotFoundException,
             DatabaseMalformedException, UserNotFoundException, QueryMalformedException {
         /* start the object */
-        final Database database = databaseMapper.databaseCreateDtoToDatabase(createDto);
-        final Container container = containerService.find(database.getCid());
+        final Container container = containerService.find(data.getCid());
         final User owner = userService.findByUsername(principal.getName());
-        database.setContainer(container);
-        database.setOwnedBy(owner.getId());
-        database.setCreatedBy(owner.getId());
-        database.setContactPerson(owner.getId());
-        database.setExchangeName("dbrepo");
+        final Database database = Database.builder()
+                .isPublic(data.getIsPublic())
+                .name(data.getName())
+                .internalName(databaseMapper.nameToInternalName(data.getName()) + "_" + RandomStringUtils.randomAlphabetic(4).toLowerCase())
+                .cid(data.getCid())
+                .container(container)
+                .ownedBy(owner.getId())
+                .owner(owner)
+                .createdBy(owner.getId())
+                .creator(owner)
+                .contactPerson(owner.getId())
+                .contact(owner)
+                .exchangeName("dbrepo")
+                .tables(new LinkedList<>())
+                .views(new LinkedList<>())
+                .subsets(new LinkedList<>())
+                .accesses(new LinkedList<>())
+                .identifiers(new LinkedList<>())
+                .build();
         final ComboPooledDataSource dataSource = getPrivilegedDataSource(container.getImage(), container);
         try {
             final Connection connection = dataSource.getConnection();
@@ -342,9 +358,9 @@ public class MariaDbServiceImpl extends HibernateConnector implements DatabaseSe
                     log.info("Enabled system-versioning for table with name {}", table.getInternalName());
                 }
                 table.setConstraints(Constraints.builder()
-                                .checks(new LinkedHashSet<>())
-                                .foreignKeys(new LinkedList<>())
-                                .uniques(new LinkedList<>())
+                        .checks(new LinkedHashSet<>())
+                        .foreignKeys(new LinkedList<>())
+                        .uniques(new LinkedList<>())
                         .build());
                 table.setProcessedConstraints(false);
                 final PreparedStatement preparedStatement3 = tableMapper.tableToCreateHistoryViewRawQuery(connection, table);
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MetadataServiceImpl.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MetadataServiceImpl.java
index 44278be9df..63cc106117 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MetadataServiceImpl.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/MetadataServiceImpl.java
@@ -154,7 +154,7 @@ public class MetadataServiceImpl implements MetadataService {
 
     @Override
     public ExternalMetadataDto findByUrl(String url) throws OrcidNotFoundException, RorNotFoundException,
-            RemoteUnavailableException, DoiNotFoundException {
+            DoiNotFoundException, IdentifierNotFoundException {
         if (url.contains("orcid.org")) {
             final OrcidDto orcidDto = orcidGateway.findByUrl(url);
             return externalMapper.orcidDtoToExternalMetadataDto(orcidDto);
@@ -178,7 +178,7 @@ public class MetadataServiceImpl implements MetadataService {
             return externalMapper.crossrefDtoToExternalMetadataDto(crossrefDto);
         }
         log.error("Failed to find metadata: unsupported identifier {}", url);
-        throw new RemoteUnavailableException("Failed to find metadata: unsupported identifier " + url);
+        throw new IdentifierNotFoundException("Failed to find metadata: unsupported identifier " + url);
     }
 
 }
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/QueryServiceImpl.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/QueryServiceImpl.java
index a24d93868b..13a47c8188 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/QueryServiceImpl.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/QueryServiceImpl.java
@@ -94,7 +94,6 @@ public class QueryServiceImpl extends HibernateConnector implements QueryService
         final String statement = queryMapper.queryToRawTimestampedQuery(query.getQuery(), query.getCreated(), true, page, size);
         final QueryResultDto dto = executeNonPersistent(databaseId, statement, columns);
         dto.setId(query.getId());
-        dto.setResultNumber(query.getResultNumber());
         return dto;
     }
 
@@ -149,8 +148,8 @@ public class QueryServiceImpl extends HibernateConnector implements QueryService
         }
     }
 
-    public Long executeCountNonPersistent(Long databaseId, String statement)
-            throws QueryMalformedException, TableMalformedException, DatabaseNotFoundException, QueryStoreException {
+    public Long executeCountNonPersistent(Long databaseId, String statement) throws QueryMalformedException,
+            TableMalformedException, DatabaseNotFoundException, QueryStoreException {
         /* find */
         final Database database = databaseService.find(databaseId);
         /* run query */
diff --git a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/TableServiceImpl.java b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/TableServiceImpl.java
index 525383b115..7c37aae376 100644
--- a/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/TableServiceImpl.java
+++ b/dbrepo-metadata-service/services/src/main/java/at/tuwien/service/impl/TableServiceImpl.java
@@ -2,12 +2,10 @@ package at.tuwien.service.impl;
 
 import at.tuwien.api.database.table.TableCreateDto;
 import at.tuwien.api.database.table.TableHistoryDto;
-import at.tuwien.api.database.table.columns.concepts.ColumnSemanticsUpdateDto;
 import at.tuwien.entities.database.Database;
 import at.tuwien.entities.database.table.Table;
-import at.tuwien.entities.database.table.columns.TableColumn;
-import at.tuwien.entities.database.table.columns.TableColumnConcept;
-import at.tuwien.entities.database.table.columns.TableColumnUnit;
+import at.tuwien.entities.database.table.constraints.Constraints;
+import at.tuwien.entities.user.User;
 import at.tuwien.exception.*;
 import at.tuwien.mapper.DatabaseMapper;
 import at.tuwien.mapper.QueryMapper;
@@ -15,8 +13,8 @@ import at.tuwien.mapper.TableMapper;
 import at.tuwien.repository.mdb.DatabaseRepository;
 import at.tuwien.repository.sdb.DatabaseIdxRepository;
 import at.tuwien.service.DatabaseService;
-import at.tuwien.service.SemanticService;
 import at.tuwien.service.TableService;
+import at.tuwien.service.UserService;
 import at.tuwien.utils.UserUtil;
 import com.mchange.v2.c3p0.ComboPooledDataSource;
 import lombok.extern.log4j.Log4j2;
@@ -29,6 +27,7 @@ import java.sql.Connection;
 import java.sql.PreparedStatement;
 import java.sql.ResultSet;
 import java.sql.SQLException;
+import java.util.LinkedList;
 import java.util.List;
 import java.util.Optional;
 
@@ -38,17 +37,19 @@ public class TableServiceImpl extends HibernateConnector implements TableService
 
     private final QueryMapper queryMapper;
     private final TableMapper tableMapper;
+    private final UserService userService;
     private final DatabaseMapper databaseMapper;
     private final DatabaseService databaseService;
     private final DatabaseRepository databaseRepository;
     private final DatabaseIdxRepository databaseIdxRepository;
 
     @Autowired
-    public TableServiceImpl(QueryMapper queryMapper, TableMapper tableMapper, DatabaseMapper databaseMapper,
-                            DatabaseService databaseService, DatabaseRepository databaseRepository,
-                            DatabaseIdxRepository databaseIdxRepository) {
+    public TableServiceImpl(QueryMapper queryMapper, TableMapper tableMapper, UserService userService,
+                            DatabaseMapper databaseMapper, DatabaseService databaseService,
+                            DatabaseRepository databaseRepository, DatabaseIdxRepository databaseIdxRepository) {
         this.queryMapper = queryMapper;
         this.tableMapper = tableMapper;
+        this.userService = userService;
         this.databaseMapper = databaseMapper;
         this.databaseService = databaseService;
         this.databaseRepository = databaseRepository;
@@ -131,7 +132,7 @@ public class TableServiceImpl extends HibernateConnector implements TableService
     @Transactional
     public Table createTable(Long databaseId, TableCreateDto createDto, Principal principal)
             throws ImageNotSupportedException, DatabaseNotFoundException, TableMalformedException,
-            TableNameExistsException, QueryMalformedException, TableNotFoundException {
+            TableNameExistsException, QueryMalformedException, TableNotFoundException, UserNotFoundException {
         /* find */
         final Database database = databaseService.find(databaseId);
         if (!database.getContainer().getImage().getName().equals("mariadb")) {
@@ -148,6 +149,7 @@ public class TableServiceImpl extends HibernateConnector implements TableService
             throw new TableNameExistsException("Failed to create table with name " + internalName + ": exists in metadata database");
         }
         final Table table = tableMapper.tableCreateDtoToTable(createDto);
+        final User owner = userService.find(UserUtil.getId(principal));
         /* run query */
         final ComboPooledDataSource dataSource = getPrivilegedDataSource(database.getContainer().getImage(), database.getContainer(), database);
         final Boolean generatedSequence;
@@ -163,9 +165,11 @@ public class TableServiceImpl extends HibernateConnector implements TableService
             table.setIsVersioned(true);
             table.setTdbid(databaseId);
             table.setDatabase(database);
-            table.setConstraints(null);
+            table.setCreator(owner);
             table.setCreatedBy(UserUtil.getId(principal));
+            table.setOwner(owner);
             table.setOwnedBy(UserUtil.getId(principal));
+            table.setIdentifiers(new LinkedList<>());
             /* map columns */
             table.setColumns(createDto.getColumns()
                     .stream()
diff --git a/dbrepo-metadata-service/test/src/main/java/at/tuwien/test/BaseTest.java b/dbrepo-metadata-service/test/src/main/java/at/tuwien/test/BaseTest.java
index 027e8c8b1f..b8e43cdd23 100644
--- a/dbrepo-metadata-service/test/src/main/java/at/tuwien/test/BaseTest.java
+++ b/dbrepo-metadata-service/test/src/main/java/at/tuwien/test/BaseTest.java
@@ -1037,15 +1037,6 @@ public abstract class BaseTest {
     public final static UUID DATABASE_2_OWNER = USER_2_ID;
     public final static UUID DATABASE_2_CREATOR = USER_2_ID;
 
-    public final static DatabaseBriefDto DATABASE_2_DTO_BRIEF = DatabaseBriefDto.builder()
-            .id(DATABASE_2_ID)
-            .container(CONTAINER_2_DTO_BRIEF)
-            .created(DATABASE_2_CREATED)
-            .isPublic(DATABASE_2_PUBLIC)
-            .name(DATABASE_2_NAME)
-            .internalName(DATABASE_2_INTERNALNAME)
-            .build();
-
     public final static DatabaseCreateDto DATABASE_2_CREATE = DatabaseCreateDto.builder()
             .name(DATABASE_2_NAME)
             .isPublic(DATABASE_2_PUBLIC)
@@ -1074,14 +1065,6 @@ public abstract class BaseTest {
             .views(List.of())
             .build();
 
-    public final static DatabaseBriefDto DATABASE_3_DTO_BRIEF = DatabaseBriefDto.builder()
-            .id(DATABASE_3_ID)
-            .created(DATABASE_3_CREATED)
-            .isPublic(DATABASE_3_PUBLIC)
-            .name(DATABASE_3_NAME)
-            .internalName(DATABASE_3_INTERNALNAME)
-            .build();
-
     public final static DatabaseCreateDto DATABASE_3_CREATE = DatabaseCreateDto.builder()
             .name(DATABASE_3_NAME)
             .isPublic(DATABASE_3_PUBLIC)
@@ -1114,18 +1097,6 @@ public abstract class BaseTest {
             .views(List.of())
             .build();
 
-    public final static DatabaseBriefDto DATABASE_4_DTO_BRIEF = DatabaseBriefDto.builder()
-            .id(DATABASE_4_ID)
-            .created(Instant.now().minus(4, HOURS))
-            .isPublic(DATABASE_4_PUBLIC)
-            .name(DATABASE_4_NAME)
-            .description(DATABASE_4_DESCRIPTION)
-            .internalName(DATABASE_4_INTERNALNAME)
-            .created(DATABASE_4_CREATED)
-            .creator(USER_4_BRIEF_DTO)
-            .owner(USER_4_BRIEF_DTO)
-            .build();
-
     public final static TableCreateDto TABLE_0_CREATE_DTO = TableCreateDto.builder()
             .name("full")
             .description("full example")
@@ -2803,7 +2774,6 @@ public abstract class BaseTest {
 
     public final static QueryResultDto QUERY_4_RESULT_DTO = QueryResultDto.builder()
             .id(QUERY_4_RESULT_ID)
-            .resultNumber(QUERY_4_RESULT_NUMBER)
             .result(QUERY_4_RESULT_RESULT)
             .build();
 
@@ -4137,6 +4107,8 @@ public abstract class BaseTest {
 
     public final static ConstraintsDto TABLE_3_CONSTRAINTS_DTO = ConstraintsDto.builder()
             .uniques(List.of(UniqueDto.builder().columns(List.of(TABLE_3_COLUMNS_DTO.get(0))).build()))
+            .foreignKeys(List.of())
+            .checks(Set.of())
             .build();
 
     public final static List<TableColumn> TABLE_5_COLUMNS = List.of(TableColumn.builder()
@@ -4835,7 +4807,7 @@ public abstract class BaseTest {
             .referencedColumns(List.of(COLUMN_4_1_NAME))
             .build());
 
-    public final static List<String> TABLE_6_CHECKS_CREATE = List.of(
+    public final static Set<String> TABLE_6_CHECKS_CREATE = Set.of(
             COLUMN_5_2_NAME + " != " + COLUMN_5_3_NAME);
 
     public final static ConstraintsCreateDto TABLE_6_CONSTRAINTS_CREATE = ConstraintsCreateDto.builder()
@@ -5376,7 +5348,6 @@ public abstract class BaseTest {
 
     public final static QueryResultDto QUERY_1_RESULT_DTO = QueryResultDto.builder()
             .id(QUERY_1_RESULT_ID)
-            .resultNumber(QUERY_1_RESULT_NUMBER)
             .result(QUERY_1_RESULT_RESULT)
             .build();
 
@@ -6811,15 +6782,6 @@ public abstract class BaseTest {
             .views(List.of(VIEW_1_DTO, VIEW_2_DTO, VIEW_3_DTO))
             .build();
 
-    public final static DatabaseBriefDto DATABASE_1_DTO_BRIEF = DatabaseBriefDto.builder()
-            .id(DATABASE_1_ID)
-            .container(CONTAINER_1_DTO_BRIEF)
-            .created(Instant.now().minus(1, HOURS))
-            .isPublic(DATABASE_1_PUBLIC)
-            .name(DATABASE_1_NAME)
-            .internalName(DATABASE_1_INTERNALNAME)
-            .build();
-
     public final static DatabaseAccess DATABASE_1_USER_1_READ_ACCESS = DatabaseAccess.builder()
             .type(AccessType.READ)
             .hdbid(DATABASE_1_ID)
diff --git a/dbrepo-ui/bun.lockb b/dbrepo-ui/bun.lockb
index 8493ca2eeeac087f85096ca4acb9a406944112bf..90e197bf8ac360877c05d20dec7b22b6a8c537ec 100755
GIT binary patch
delta 33
pcmdlnLu|(kv4$4L7N#xC`kUDq<4pC8^$gn0HZyNG+swjr69C7t3q1e;

delta 33
lcmdlnLu|(kv4$4L7N#xC`kUFA7{H+2Y%}wAv&}3_HvzSD3G4s>

diff --git a/dbrepo-ui/components/dialogs/TimeTravel.vue b/dbrepo-ui/components/dialogs/TimeTravel.vue
index 8637cd456e..ed1bcc527e 100644
--- a/dbrepo-ui/components/dialogs/TimeTravel.vue
+++ b/dbrepo-ui/components/dialogs/TimeTravel.vue
@@ -136,7 +136,7 @@ export default {
       try {
         this.loading = true
         const tableService = useTableService()
-        this.history = await tableService.history(this.table.tdbid, this.table.id)
+        this.history = await tableService.history(this.table.database_id, this.table.id)
         // this.chartData.labels = history.map(d => format(new Date(d.timestamp), 'dd.MM.yyyy HH:mm:ss'))
         // this.chartData.datasets = [{
         //   // backgroundColor: 'red',
diff --git a/dbrepo-ui/components/subset/Results.vue b/dbrepo-ui/components/subset/Results.vue
index 503366ab58..8881c334c9 100644
--- a/dbrepo-ui/components/subset/Results.vue
+++ b/dbrepo-ui/components/subset/Results.vue
@@ -42,7 +42,7 @@ export default {
         showFirstLastPage: true,
         itemsPerPageOptions: [10, 25, 50, 100]
       },
-      total: -1
+      total: null
     }
   },
   computed: {
@@ -150,9 +150,6 @@ export default {
       })
       console.debug('query result', data)
       this.result.rows = data.result
-      if (this.total < 0 && data.result_number != null) {
-        this.total = data.result_number
-      }
     }
   }
 }
diff --git a/dbrepo-ui/components/table/TableImport.vue b/dbrepo-ui/components/table/TableImport.vue
index 6af8769d2f..d63ae82ff3 100644
--- a/dbrepo-ui/components/table/TableImport.vue
+++ b/dbrepo-ui/components/table/TableImport.vue
@@ -458,7 +458,8 @@ export default {
           this.$toast.success(this.$t('success.analyse.dataset'))
           this.$emit('analyse', {columns: this.columns, filename, line_termination})
         })
-        .catch(() => {
+        .catch((error) => {
+          console.error('Failed to analyse dataset', error)
           this.loading = false
         })
         .finally(() => {
diff --git a/dbrepo-ui/composables/analyse-service.ts b/dbrepo-ui/composables/analyse-service.ts
index 6968311a72..83e1069cae 100644
--- a/dbrepo-ui/composables/analyse-service.ts
+++ b/dbrepo-ui/composables/analyse-service.ts
@@ -3,7 +3,7 @@ export const useAnalyseService = (): any => {
     const axios = useAxiosInstance()
     console.debug('suggest data types for columns')
     return new Promise<DataTypesDto[]>((resolve, reject) => {
-      axios.post<DataTypesDto[]>('/api/analyse/determinedt', data)
+      axios.get<DataTypesDto[]>('/api/analyse/datatypes', { params: data })
         .then((response) => {
           console.info('Suggested data types for column(s)')
           resolve(response.data)
diff --git a/dbrepo-ui/composables/axios-instance.ts b/dbrepo-ui/composables/axios-instance.ts
index e649bbacf2..274b4792cc 100644
--- a/dbrepo-ui/composables/axios-instance.ts
+++ b/dbrepo-ui/composables/axios-instance.ts
@@ -41,7 +41,7 @@ export const useAxiosInstance = () => {
           config.headers.Authorization = `Bearer ${response.access_token}`
           return config
         })
-        .error((error: AxiosError) => {
+        .catch((error: AxiosError) => {
           if (parseKeycloakError(error)?.error == 'invalid_grant') {
             console.error('Invalid user credentials: perform logout')
             userStore.logout()
diff --git a/dbrepo-ui/composables/database-service.ts b/dbrepo-ui/composables/database-service.ts
index 0e6299502c..d73cc29c4b 100644
--- a/dbrepo-ui/composables/database-service.ts
+++ b/dbrepo-ui/composables/database-service.ts
@@ -1,9 +1,9 @@
 export const useDatabaseService = (): any => {
-  async function findAll(): Promise<DatabaseBriefDto[]> {
+  async function findAll(): Promise<DatabaseDto[]> {
     const axios = useAxiosInstance();
     console.debug('find databases');
-    return new Promise((resolve, reject) => {
-      axios.get<DatabaseBriefDto[]>('/api/database')
+    return new Promise<DatabaseDto[]>((resolve, reject) => {
+      axios.get<DatabaseDto[]>('/api/database')
         .then((response) => {
           console.info(`Found ${response.data.length} database(s)`);
           resolve(response.data);
@@ -15,6 +15,23 @@ export const useDatabaseService = (): any => {
     });
   }
 
+  async function findCount(): Promise<number> {
+    const axios = useAxiosInstance();
+    console.debug('find databases count');
+    return new Promise<number>((resolve, reject) => {
+      axios.head<number>('/api/database')
+        .then((response) => {
+          const count: number = Number(response.headers['x-count'])
+          console.info(`Found ${count} database(s)`);
+          resolve(count);
+        })
+        .catch((error) => {
+          console.error('Failed to find databases', error);
+          reject(error);
+        });
+    });
+  }
+
   async function findOne(id: number): Promise<DatabaseDto | null> {
     const axios = useAxiosInstance();
     console.debug('find databases with id', id);
@@ -95,7 +112,7 @@ export const useDatabaseService = (): any => {
     })
   }
 
-  function databaseToOwner (database: DatabaseDto) {
+  function databaseToOwner(database: DatabaseDto) {
     if (!database) {
       return null
     }
@@ -103,7 +120,7 @@ export const useDatabaseService = (): any => {
     return userService.userToFullName(database.owner)
   }
 
-  function databaseToContact (database: DatabaseDto) {
+  function databaseToContact(database: DatabaseDto) {
     if (!database) {
       return null
     }
@@ -111,7 +128,7 @@ export const useDatabaseService = (): any => {
     return userService.userToFullName(database.contact)
   }
 
-  function databaseToJsonLd (database: DatabaseDto): Dataset {
+  function databaseToJsonLd(database: DatabaseDto): Dataset {
     const jsonLd: Dataset = {
       '@context': 'https://schema.org/',
       '@type': 'Dataset',
@@ -140,12 +157,23 @@ export const useDatabaseService = (): any => {
     return jsonLd
   }
 
-  function isOwner (database: DatabaseDto, user: UserDto): boolean {
+  function isOwner(database: DatabaseDto, user: UserDto): boolean {
     if (!database || !user) {
       return false
     }
     return database.owner.id === user.id
   }
 
-  return {findAll, findOne, updateVisibility, updateImage, updateOwner, create, databaseToOwner, databaseToContact, databaseToJsonLd, isOwner}
+  return {
+    findAll,
+    findOne,
+    updateVisibility,
+    updateImage,
+    updateOwner,
+    create,
+    databaseToOwner,
+    databaseToContact,
+    databaseToJsonLd,
+    isOwner
+  }
 }
diff --git a/dbrepo-ui/composables/query-service.ts b/dbrepo-ui/composables/query-service.ts
index 0c3c058b9a..6ba3919428 100644
--- a/dbrepo-ui/composables/query-service.ts
+++ b/dbrepo-ui/composables/query-service.ts
@@ -104,14 +104,14 @@ export const useQueryService = (): any => {
     })
   }
 
-  async function reExecuteCount(databaseId: number, queryId: number): Promise<QueryResultDto> {
+  async function reExecuteCount(databaseId: number, queryId: number): Promise<number> {
     const axios = useAxiosInstance()
     console.debug('re-execute query in database with id', databaseId)
-    return new Promise<QueryResultDto>((resolve, reject) => {
-      axios.get<QueryResultDto>(`/api/database/${databaseId}/query/${queryId}/data/count`)
+    return new Promise<number>((resolve, reject) => {
+      axios.head<void>(`/api/database/${databaseId}/query/${queryId}/data`)
         .then((response) => {
           console.info('Re-executed query in database with id', databaseId)
-          resolve(response.data)
+          resolve(Number(response.headers['X-Count']))
         })
         .catch((error) => {
           console.error('Failed to re-execute query', error)
diff --git a/dbrepo-ui/composables/table-service.ts b/dbrepo-ui/composables/table-service.ts
index b351802401..418c1ad04f 100644
--- a/dbrepo-ui/composables/table-service.ts
+++ b/dbrepo-ui/composables/table-service.ts
@@ -86,7 +86,7 @@ export const useTableService = (): any => {
     const axios = useAxiosInstance()
     console.debug('get data count for table with id', tableId, 'in database with id', databaseId);
     return new Promise<number>((resolve, reject) => {
-      axios.get<number>(`/api/database/${databaseId}/table/${tableId}/data/count`, {params: mapFilter(timestamp, null, null)})
+      axios.head<number>(`/api/database/${databaseId}/table/${tableId}/data`, {params: mapFilter(timestamp, null, null)})
         .then((response) => {
           console.info('Got data count for table with id', tableId, 'in database with id', databaseId)
           resolve(response.data)
diff --git a/dbrepo-ui/composables/upload-service.ts b/dbrepo-ui/composables/upload-service.ts
index 429f27180e..63db245c2d 100644
--- a/dbrepo-ui/composables/upload-service.ts
+++ b/dbrepo-ui/composables/upload-service.ts
@@ -35,7 +35,9 @@ export const useUploadService = (): any => {
               console.error('Failed to match file name', matches)
               reject(new Error('Failed to match file name'))
             } else {
-              resolve(matches[0].replace('files/', ''))
+              const filename = matches[0].replace('files/', '')
+              console.debug('Filename cropped as', filename)
+              resolve(filename)
             }
           }
         }
diff --git a/dbrepo-ui/composables/view-service.ts b/dbrepo-ui/composables/view-service.ts
index a0ede302ce..31ee8ba226 100644
--- a/dbrepo-ui/composables/view-service.ts
+++ b/dbrepo-ui/composables/view-service.ts
@@ -47,14 +47,15 @@ export const useViewService = (): any => {
     })
   }
 
-  async function reExecuteCount(databaseId: number, viewId: number): Promise<QueryResultDto> {
+  async function reExecuteCount(databaseId: number, viewId: number): Promise<number> {
     const axios = useAxiosInstance()
     console.debug('re-execute view with id', viewId, 'in database with id', databaseId)
-    return new Promise<QueryResultDto>((resolve, reject) => {
-      axios.get<QueryResultDto>(`/api/database/${databaseId}/view/${viewId}/data/count`)
+    return new Promise<number>((resolve, reject) => {
+      axios.head<number>(`/api/database/${databaseId}/view/${viewId}/data`)
         .then((response) => {
+          const count: number = Number(response.headers['X-Count'])
           console.info('Re-executed view with id', viewId, 'in database with id', databaseId)
-          resolve(response.data)
+          resolve(count)
         })
         .catch((error) => {
           console.error('Failed to re-execute view', error)
diff --git a/dbrepo-ui/dto/index.ts b/dbrepo-ui/dto/index.ts
index 366ef87a47..9cafc22971 100644
--- a/dbrepo-ui/dto/index.ts
+++ b/dbrepo-ui/dto/index.ts
@@ -1,42 +1,23 @@
-interface DatabaseBriefDto {
-  id: number;
-  name: string;
-  internal_name: string;
-  is_public: boolean;
-  exchange_name: string;
-  exchange_type: string;
-  description: string;
-  creator: UserBriefDto;
-  owner: UserBriefDto;
-  created: Date;
-  container: ContainerBriefDto;
-  image: any;
-  accesses: any[];
-  identifier: any[];
-  tables: TableBriefDto[];
-  views: any[];
-}
-
 interface DatabaseDto {
   id: number;
   name: string;
-  internal_name: string;
-  is_public: boolean;
-  exchange_name: string;
-  exchange_type: string;
-  description: string;
   creator: UserDto;
   owner: UserDto;
   contact: UserDto;
   created: Date;
-  identifiers: IdentifierDto[];
-  subsets: IdentifierDto[];
+  exchange_name: string;
+  internal_name: string;
+  is_public: boolean;
+  description: string | null;
   container: ContainerBriefDto;
-  image: ImageDto;
+  identifiers: IdentifierDto[] | [];
+  subsets: IdentifierDto[] | [];
+  image: string;
   accesses: DatabaseAccessDto[];
   identifier: IdentifierDto[];
   tables: TableDto[];
   views: ViewDto[];
+  exchange_type: string | null;
 }
 
 interface DatabaseCreateDto {
@@ -65,15 +46,15 @@ interface UserDto {
   id: string;
   username: string;
   attributes: UserAttributesDto;
-  name: string;
-  qualified_name: string;
-  given_name: string;
-  family_name: string;
+  name: string | null;
+  qualified_name: string | null;
+  given_name: string | null;
+  family_name: string | null;
 }
 
 interface UserAttributesDto {
-  orcid: string;
-  affiliation: string;
+  orcid: string | null;
+  affiliation: string | null;
   theme: string;
 }
 
@@ -130,7 +111,7 @@ interface ColumnBriefDto {
 
 interface TableDto {
   id: number;
-  tdbid: number;
+  database_id: number;
   name: string;
   identifiers: IdentifierDto[];
   creator: UserDto;
@@ -152,10 +133,19 @@ interface TableDto {
   avg_row_length: number;
 }
 
+interface ForeignKeyDto {
+  name: string;
+  columns: ColumnDto[];
+  referenced_table: TableDto;
+  referenced_columns: ColumnDto[];
+  on_update: string | null;
+  on_delete: string | null;
+}
+
 interface ConstraintsDto {
   uniques: UniqueDto[];
-  checks: any;
-  foreign_keys: any;
+  checks: string[];
+  foreign_keys: ForeignKeyDto[];
 }
 
 interface DetermineDataTypesDto {
@@ -180,18 +170,18 @@ interface UniqueDto {
 interface IdentifierSaveDto {
   type: string;
   titles: IdentifierSaveTitleDto[];
-  descriptions: IdentifierSaveDescriptionDto[];
-  funders: IdentifierFunderSaveDto[];
-  licenses: LicenseDto[];
+  descriptions: IdentifierSaveDescriptionDto[] | [];
+  funders: IdentifierFunderSaveDto[] | [];
+  licenses: LicenseDto[] | [];
   publisher: string;
-  language: string;
+  language: string | null;
   creators: CreatorSaveDto[];
-  database_id: number;
-  query_id: number;
-  view_id: number;
-  table_id: number;
-  publication_day: number;
-  publication_month: number;
+  database_id: number | null;
+  query_id: number | null;
+  view_id: number | null;
+  table_id: number | null;
+  publication_day: number | null;
+  publication_month: number | null;
   publication_year: number;
   related_identifiers: RelatedIdentifierSaveDto[];
 }
@@ -220,31 +210,31 @@ interface IdentifierFunderSaveDto {
 interface IdentifierDto {
   id: number;
   type: string;
-  titles: IdentifierTitleDto[];
-  descriptions: IdentifierDescriptionDto[];
-  funders: IdentifierFunderDto[];
-  query: string;
-  execution: Date;
-  doi: string;
-  publisher: string;
-  language: string;
-  licenses: LicenseDto[];
-  creators: CreatorDto[];
+  titles: IdentifierTitleDto[] | [];
+  descriptions: IdentifierDescriptionDto[] | [];
+  funders: IdentifierFunderDto[] | [];
+  query: string | null;
+  execution: Date | null;
+  doi: string | null;
+  publisher: string | null;
+  language: string | null;
+  licenses: LicenseDto[] | [];
+  creators: CreatorDto[] | [];
   created: Date;
-  database_id: number;
-  query_id: number;
-  table_id: number;
-  view_id: number;
-  query_normalized: string;
-  related_identifiers: RelatedIdentifierDto[];
-  query_hash: string;
-  result_hash: string;
+  database_id: number | null;
+  query_id: number | null;
+  table_id: number | null;
+  view_id: number | null;
+  query_normalized: string | null;
+  related_identifiers: RelatedIdentifierDto[] | [];
+  query_hash: string | null;
+  result_hash: string | null;
   /**
    * @deprecated
    */
-  result_number: number;
-  publication_day: number;
-  publication_month: number;
+  result_number: number | null;
+  publication_day: number | null;
+  publication_month: number | null;
   publication_year: number;
   last_modified: Date;
 }
@@ -468,7 +458,7 @@ interface KeycloakErrorDto {
 
 interface ViewBriefDto {
   id: number;
-  vdbid: number;
+  database_id: number;
   name: string;
   identifier: any[];
   query: string;
@@ -541,13 +531,9 @@ interface ImportCsv {
 }
 
 interface QueryResultDto {
+  id: number | null;
   result: any;
   headers: any;
-  id: number;
-  /**
-   * @deprecated Will be removed with v2
-   */
-  result_number: number | null;
 }
 
 interface TableHistoryDto {
diff --git a/dbrepo-ui/pages/database/[database_id]/view/[view_id]/info.vue b/dbrepo-ui/pages/database/[database_id]/view/[view_id]/info.vue
index 56c997649e..c965fbbb04 100644
--- a/dbrepo-ui/pages/database/[database_id]/view/[view_id]/info.vue
+++ b/dbrepo-ui/pages/database/[database_id]/view/[view_id]/info.vue
@@ -42,7 +42,7 @@
               </v-list-item>
               <v-list-item
                 :title="$t('pages.view.visibility.title')">
-                {{ view.is_public ? $t('layout.public') : $t('layout.private') }}
+                {{ view.is_public ? $t('toolbars.database.public') : $t('toolbars.database.private') }}
               </v-list-item>
             </v-list>
           </v-card-text>
diff --git a/dbrepo-ui/pages/search.vue b/dbrepo-ui/pages/search.vue
index 491c366e85..8b132ee89f 100644
--- a/dbrepo-ui/pages/search.vue
+++ b/dbrepo-ui/pages/search.vue
@@ -3,7 +3,12 @@
     <v-toolbar
       variant="flat">
       <v-toolbar-title>
-        <span v-if="header" v-text="header" />
+        <span
+          v-if="header"
+          v-text="header" />
+        <v-skeleton-loader
+          v-if="!header"
+          type="heading" />
       </v-toolbar-title>
       <v-spacer />
       <v-btn
diff --git a/docker-compose.prod.yml b/docker-compose.prod.yml
index 89aeb123ed..159535ff95 100644
--- a/docker-compose.prod.yml
+++ b/docker-compose.prod.yml
@@ -141,6 +141,7 @@ services:
       KEYCLOAK_HOST: "${KEYCLOAK_HOST:-http://authentication-service:8080}"
       KEYCLOAK_ADMIN: "${KEYCLOAK_ADMIN:-fda}"
       KEYCLOAK_ADMIN_PASSWORD: "${KEYCLOAK_ADMIN_PASSWORD:-fda}"
+      KEYCLOAK_CLIENT_SECRET: "${KEYCLOAK_CLIENT_SECRET:-MUwRc7yfXSJwX8AdRMWaQC3Nep1VjwgG}"
       DATACITE_URL: "${DATACITE_URL:-https://api.test.datacite.org}"
       DATACITE_PREFIX: "${DATACITE_PREFIX:-}"
       DATACITE_USERNAME: "${DATACITE_USERNAME:-}"
@@ -150,6 +151,7 @@ services:
       S3_SECRET_ACCESS_KEY: "${STORAGE_PASSWORD:-seaweedfsadmin}"
       S3_IMPORT_BUCKET: "${STORAGE_IMPORT_BUCKET:-dbrepo-upload}"
       S3_EXPORT_BUCKET: "${STORAGE_EXPORT_BUCKET:-dbrepo-download}"
+      DELETE_STALE_FILES_RATE: "${DELETE_STALE_FILES_RATE:-60}"
       MIRROR_RATE: ${METADATA_SERVICE_MIRROR_RATE:-60}
       OBTAIN_METADATA_RATE: ${METADATA_SERVICE_OBTAIN_METADATA_RATE:-60}
       DELETE_STALE_QUERIES_RATE: ${METADATA_SERVICE_DELETE_STALE_QUERIES_RATE:-60}
@@ -195,7 +197,7 @@ services:
     restart: "no"
     container_name: dbrepo-broker-service
     hostname: broker-service
-    image: docker.io/bitnami/rabbitmq:3.10
+    image: docker.io/bitnami/rabbitmq:3.12-debian-12
     ports:
       - "5672:5672"
       - "15672:15672"
diff --git a/docker-compose.yml b/docker-compose.yml
index 1bb2a6d46c..26679c292d 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -209,7 +209,7 @@ services:
     restart: "no"
     container_name: dbrepo-broker-service
     hostname: broker-service
-    image: docker.io/bitnami/rabbitmq:3.10
+    image: docker.io/bitnami/rabbitmq:3.12-debian-12
     ports:
       - "5672:5672"
       - "15672:15672"
@@ -413,9 +413,7 @@ services:
     restart: "no"
     container_name: dbrepo-upload-service
     hostname: upload-service
-    image: docker.io/tusproject/tusd:v1.12
-    ports:
-      - "1080:1080"
+    image: docker.io/tusproject/tusd:v2.4.0
     command:
       - "--base-path=/api/upload/files/"
       - "-s3-endpoint=${STORAGE_ENDPOINT:-http://storage-service:9000}"
@@ -428,7 +426,7 @@ services:
       dbrepo-storage-service:
         condition: service_healthy
     healthcheck:
-      test: wget -qO- localhost:1080/metrics | grep "tusd" || exit 1
+      test: wget -qO- localhost:8080/metrics | grep "tusd" || exit 1
       interval: 10s
       timeout: 5s
       retries: 12
diff --git a/helm-charts/dbrepo/Chart.lock b/helm-charts/dbrepo/Chart.lock
index b43e0b5c27..e427532853 100644
--- a/helm-charts/dbrepo/Chart.lock
+++ b/helm-charts/dbrepo/Chart.lock
@@ -26,5 +26,5 @@ dependencies:
 - name: seaweedfs
   repository: https://seaweedfs.github.io/seaweedfs/helm
   version: 3.59.4
-digest: sha256:408d622f6f8b819434771021ba4144bd3d58aef6b1302f323f0acba672b0e7ec
-generated: "2024-01-07T22:24:18.122775309+01:00"
+digest: sha256:a8cdc5c9c76c732d2997450dd92af1fe17686cea93d3b521185b6be17e9fa536
+generated: "2024-03-18T07:22:03.360916672+01:00"
diff --git a/lib/.gitignore b/lib/.gitignore
new file mode 100644
index 0000000000..004cb4a881
--- /dev/null
+++ b/lib/.gitignore
@@ -0,0 +1,7 @@
+# IDE
+.idea/
+
+# environment
+.env
+.venv/
+venv/
\ No newline at end of file
diff --git a/lib/python/.gitignore b/lib/python/.gitignore
new file mode 100644
index 0000000000..57f88d47ba
--- /dev/null
+++ b/lib/python/.gitignore
@@ -0,0 +1,20 @@
+# IDE
+.idea/
+
+# generated
+dist/
+dbrepo.egg-info/
+build/
+
+# coverage
+coverage.txt
+.coverage
+report.xml
+
+# environment
+.env
+.venv/
+venv/
+
+# secrets
+../.pypirc
\ No newline at end of file
diff --git a/lib/python/.pypirc b/lib/python/.pypirc
new file mode 100644
index 0000000000..e5efbb7349
--- /dev/null
+++ b/lib/python/.pypirc
@@ -0,0 +1,18 @@
+[distutils]
+index-servers =
+    pypi
+    testpypi
+
+[pypi]
+repository = https://upload.pypi.org/legacy/
+username = __token__
+password = pypi-AgEIcHlwaS5vcmcCJDMxNGY1MTk3LWJhOGUtNDBkOC04MmI5LTYwZTM2YTQ1YjI4NgACDlsxLFsiZGJyZXBvIl1dAAIsWzIsWyI2NjQ1YWIwNC1jMjE0LTQ0ODYtOTZkMi03ZWU3ZTk1ODVkYmMiXV0AAAYgkpc5OaB--EyobeUNAXW6kuH0b8wcD91kr5ollMF45vU
+sign = pgp
+identity = 2D40566BEE74C4DF6043309F5B3681E365CC53BC
+
+[testpypi]
+repository = https://test.pypi.org/legacy/
+username = __token__
+password = pypi-AgENdGVzdC5weXBpLm9yZwIkNWNjY2U2OWEtZmQ2YS00OGEzLTgyYzMtNDI1Njg1NTdjYTM1AAIOWzEsWyJkYnJlcG8iXV0AAixbMixbIjkyN2YyMzQ1LWMxMWYtNGYwZi05YzU2LTlmNDY5ZWRmMWE4NCJdXQAABiCR5npHFdD8wc4CRDn5VUQxyRwXxgTMOJTQP3Hujxv4xA
+sign = pgp
+identity = 2D40566BEE74C4DF6043309F5B3681E365CC53BC
\ No newline at end of file
diff --git a/lib/python/LICENSE b/lib/python/LICENSE
new file mode 100644
index 0000000000..7a4a3ea242
--- /dev/null
+++ b/lib/python/LICENSE
@@ -0,0 +1,202 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
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+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
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+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
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+
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+      form, that is based on (or derived from) the Work and for which the
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+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
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+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
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+      communication on electronic mailing lists, source code control systems,
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+   4. Redistribution. You may reproduce and distribute copies of the
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+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
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+
+      (c) You must retain, in the Source form of any Derivative Works
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+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
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+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
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+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
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+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
\ No newline at end of file
diff --git a/lib/python/Makefile b/lib/python/Makefile
new file mode 100644
index 0000000000..0e9f2e224b
--- /dev/null
+++ b/lib/python/Makefile
@@ -0,0 +1,26 @@
+all:
+
+clean:
+	rm -rf ./python/dist/* ./docs/build/*
+
+install:
+	pipenv install
+
+docs: clean
+	sphinx-apidoc -o ./docs/source ./dbrepo
+	sphinx-build -M html ./docs/ ./docs/build/
+
+check:
+	python3 ./python/setup.py develop
+
+build: clean
+	python3 -m build --sdist .
+	python3 -m build --wheel .
+
+deploy: build
+	python3 -m twine upload --config-file ./.pypirc --verbose --repository pypi ./dist/dbrepo-*
+
+deploy-test: build
+	python3 -m twine upload --config-file ./.pypirc --verbose --repository testpypi ./dist/dbrepo-*
+
+FORCE: ;
\ No newline at end of file
diff --git a/lib/python/Pipfile b/lib/python/Pipfile
new file mode 100644
index 0000000000..486a3470b3
--- /dev/null
+++ b/lib/python/Pipfile
@@ -0,0 +1,23 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+pika = "*"
+requests = "~=2.31"
+dataclasses = "*"
+dataclasses-json = "*"
+tuspy = "*"
+
+[dev-packages]
+build = "~=1.1"
+setuptools = "*"
+twine = "*"
+coverage = "*"
+pytest = "*"
+requests-mock = "*"
+furo = "*"
+
+[requires]
+python_version = "3.11"
diff --git a/lib/python/Pipfile.lock b/lib/python/Pipfile.lock
new file mode 100644
index 0000000000..983aa9e223
--- /dev/null
+++ b/lib/python/Pipfile.lock
@@ -0,0 +1,1340 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "88bda8c0b16c994bfa4e4b7254c7b4fbabb7a5621549bc106489fd124ba0b373"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.11"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "aiohttp": {
+            "hashes": [
+                "sha256:017a21b0df49039c8f46ca0971b3a7fdc1f56741ab1240cb90ca408049766168",
+                "sha256:039df344b45ae0b34ac885ab5b53940b174530d4dd8a14ed8b0e2155b9dddccb",
+                "sha256:055ce4f74b82551678291473f66dc9fb9048a50d8324278751926ff0ae7715e5",
+                "sha256:06a9b2c8837d9a94fae16c6223acc14b4dfdff216ab9b7202e07a9a09541168f",
+                "sha256:07b837ef0d2f252f96009e9b8435ec1fef68ef8b1461933253d318748ec1acdc",
+                "sha256:0ed621426d961df79aa3b963ac7af0d40392956ffa9be022024cd16297b30c8c",
+                "sha256:0fa43c32d1643f518491d9d3a730f85f5bbaedcbd7fbcae27435bb8b7a061b29",
+                "sha256:1f5a71d25cd8106eab05f8704cd9167b6e5187bcdf8f090a66c6d88b634802b4",
+                "sha256:1f5cd333fcf7590a18334c90f8c9147c837a6ec8a178e88d90a9b96ea03194cc",
+                "sha256:27468897f628c627230dba07ec65dc8d0db566923c48f29e084ce382119802bc",
+                "sha256:298abd678033b8571995650ccee753d9458dfa0377be4dba91e4491da3f2be63",
+                "sha256:2c895a656dd7e061b2fd6bb77d971cc38f2afc277229ce7dd3552de8313a483e",
+                "sha256:361a1026c9dd4aba0109e4040e2aecf9884f5cfe1b1b1bd3d09419c205e2e53d",
+                "sha256:363afe77cfcbe3a36353d8ea133e904b108feea505aa4792dad6585a8192c55a",
+                "sha256:38a19bc3b686ad55804ae931012f78f7a534cce165d089a2059f658f6c91fa60",
+                "sha256:38f307b41e0bea3294a9a2a87833191e4bcf89bb0365e83a8be3a58b31fb7f38",
+                "sha256:3e59c23c52765951b69ec45ddbbc9403a8761ee6f57253250c6e1536cacc758b",
+                "sha256:4b4af9f25b49a7be47c0972139e59ec0e8285c371049df1a63b6ca81fdd216a2",
+                "sha256:504b6981675ace64c28bf4a05a508af5cde526e36492c98916127f5a02354d53",
+                "sha256:50fca156d718f8ced687a373f9e140c1bb765ca16e3d6f4fe116e3df7c05b2c5",
+                "sha256:522a11c934ea660ff8953eda090dcd2154d367dec1ae3c540aff9f8a5c109ab4",
+                "sha256:52df73f14ed99cee84865b95a3d9e044f226320a87af208f068ecc33e0c35b96",
+                "sha256:595f105710293e76b9dc09f52e0dd896bd064a79346234b521f6b968ffdd8e58",
+                "sha256:59c26c95975f26e662ca78fdf543d4eeaef70e533a672b4113dd888bd2423caa",
+                "sha256:5bce0dc147ca85caa5d33debc4f4d65e8e8b5c97c7f9f660f215fa74fc49a321",
+                "sha256:5eafe2c065df5401ba06821b9a054d9cb2848867f3c59801b5d07a0be3a380ae",
+                "sha256:5ed3e046ea7b14938112ccd53d91c1539af3e6679b222f9469981e3dac7ba1ce",
+                "sha256:5fe9ce6c09668063b8447f85d43b8d1c4e5d3d7e92c63173e6180b2ac5d46dd8",
+                "sha256:648056db9a9fa565d3fa851880f99f45e3f9a771dd3ff3bb0c048ea83fb28194",
+                "sha256:69361bfdca5468c0488d7017b9b1e5ce769d40b46a9f4a2eed26b78619e9396c",
+                "sha256:6b0e029353361f1746bac2e4cc19b32f972ec03f0f943b390c4ab3371840aabf",
+                "sha256:6b88f9386ff1ad91ace19d2a1c0225896e28815ee09fc6a8932fded8cda97c3d",
+                "sha256:770d015888c2a598b377bd2f663adfd947d78c0124cfe7b959e1ef39f5b13869",
+                "sha256:7943c414d3a8d9235f5f15c22ace69787c140c80b718dcd57caaade95f7cd93b",
+                "sha256:7cf5c9458e1e90e3c390c2639f1017a0379a99a94fdfad3a1fd966a2874bba52",
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+                "sha256:ef10b572b489a5f28e09b708697208c4a3b2b89ef80a9f01584340ea357ec3c4",
+                "sha256:f7fae383f228633f6bececebdab236c478ace2284d6292c6e7e2867b9ab74d15"
+            ],
+            "index": "pypi",
+            "version": "==1.11.0"
+        },
+        "requests-toolbelt": {
+            "hashes": [
+                "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6",
+                "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.0.0"
+        },
+        "rfc3986": {
+            "hashes": [
+                "sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd",
+                "sha256:97aacf9dbd4bfd829baad6e6309fa6573aaf1be3f6fa735c8ab05e46cecb261c"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==2.0.0"
+        },
+        "rich": {
+            "hashes": [
+                "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222",
+                "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432"
+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==13.7.1"
+        },
+        "secretstorage": {
+            "hashes": [
+                "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77",
+                "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"
+            ],
+            "markers": "sys_platform == 'linux'",
+            "version": "==3.3.3"
+        },
+        "setuptools": {
+            "hashes": [
+                "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e",
+                "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==69.2.0"
+        },
+        "six": {
+            "hashes": [
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
+            ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.16.0"
+        },
+        "snowballstemmer": {
+            "hashes": [
+                "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1",
+                "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"
+            ],
+            "version": "==2.2.0"
+        },
+        "soupsieve": {
+            "hashes": [
+                "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690",
+                "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.5"
+        },
+        "sphinx": {
+            "hashes": [
+                "sha256:1e09160a40b956dc623c910118fa636da93bd3ca0b9876a7b3df90f07d691560",
+                "sha256:9a5160e1ea90688d5963ba09a2dcd8bdd526620edbb65c328728f1b2228d5ab5"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==7.2.6"
+        },
+        "sphinx-basic-ng": {
+            "hashes": [
+                "sha256:9ec55a47c90c8c002b5960c57492ec3021f5193cb26cebc2dc4ea226848651c9",
+                "sha256:eb09aedbabfb650607e9b4b68c9d240b90b1e1be221d6ad71d61c52e29f7932b"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.0.0b2"
+        },
+        "sphinxcontrib-applehelp": {
+            "hashes": [
+                "sha256:c40a4f96f3776c4393d933412053962fac2b84f4c99a7982ba42e09576a70619",
+                "sha256:cb61eb0ec1b61f349e5cc36b2028e9e7ca765be05e49641c97241274753067b4"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.0.8"
+        },
+        "sphinxcontrib-devhelp": {
+            "hashes": [
+                "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f",
+                "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.0.6"
+        },
+        "sphinxcontrib-htmlhelp": {
+            "hashes": [
+                "sha256:0dc87637d5de53dd5eec3a6a01753b1ccf99494bd756aafecd74b4fa9e729015",
+                "sha256:393f04f112b4d2f53d93448d4bce35842f62b307ccdc549ec1585e950bc35e04"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==2.0.5"
+        },
+        "sphinxcontrib-jsmath": {
+            "hashes": [
+                "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178",
+                "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==1.0.1"
+        },
+        "sphinxcontrib-qthelp": {
+            "hashes": [
+                "sha256:053dedc38823a80a7209a80860b16b722e9e0209e32fea98c90e4e6624588ed6",
+                "sha256:e2ae3b5c492d58fcbd73281fbd27e34b8393ec34a073c792642cd8e529288182"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.0.7"
+        },
+        "sphinxcontrib-serializinghtml": {
+            "hashes": [
+                "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7",
+                "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.1.10"
+        },
+        "twine": {
+            "hashes": [
+                "sha256:89b0cc7d370a4b66421cc6102f269aa910fe0f1861c124f573cf2ddedbc10cf4",
+                "sha256:a262933de0b484c53408f9edae2e7821c1c45a3314ff2df9bdd343aa7ab8edc0"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==5.0.0"
+        },
+        "urllib3": {
+            "hashes": [
+                "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d",
+                "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.2.1"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
+                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==3.18.1"
+        }
+    }
+}
diff --git a/lib/python/README.md b/lib/python/README.md
new file mode 100644
index 0000000000..56ab7d13af
--- /dev/null
+++ b/lib/python/README.md
@@ -0,0 +1,90 @@
+# DBRepo Python Library
+
+Official client library for [DBRepo](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/__APPVERSION__/), a database
+repository to support research.
+
+## Installing
+
+```console
+$ python -m pip install dbrepo
+```
+
+This package supports Python 3.11+.
+
+## Quickstart
+
+Create a table and import a .csv file from your computer.
+
+```python
+from dbrepo.RestClient import RestClient
+from dbrepo.api.dto import CreateTableColumn, ColumnType, CreateTableConstraints
+
+client = RestClient(endpoint='https://test.dbrepo.tuwien.ac.at', username="foo",
+                    password="bar")
+
+# analyse csv
+analysis = client.analyse_datatypes(file_path="sensor.csv", separator=",")
+print(f"Analysis result: {analysis}")
+# -> columns=(date=date, precipitation=decimal, lat=decimal, lng=decimal), separator=,
+#    line_termination=\n
+
+# create table
+table = client.create_table(database_id=1,
+                            name="Sensor Data",
+                            constraints=CreateTableConstraints(checks=['precipitation >= 0'],
+                                                               uniques=[['precipitation']]),
+                            columns=[CreateTableColumn(name="date",
+                                                       type=ColumnType.DATE,
+                                                       dfid=3,  # YYYY-MM-dd
+                                                       primary_key=True,
+                                                       null_allowed=False),
+                                     CreateTableColumn(name="precipitation",
+                                                       type=ColumnType.DECIMAL,
+                                                       size=10,
+                                                       d=4,
+                                                       primary_key=False,
+                                                       null_allowed=True),
+                                     CreateTableColumn(name="lat",
+                                                       type=ColumnType.DECIMAL,
+                                                       size=10,
+                                                       d=4,
+                                                       primary_key=False,
+                                                       null_allowed=True),
+                                     CreateTableColumn(name="lng",
+                                                       type=ColumnType.DECIMAL,
+                                                       size=10,
+                                                       d=4,
+                                                       primary_key=False,
+                                                       null_allowed=True)])
+print(f"Create table result {table}")
+# -> (id=1, internal_name=sensor_data, ...)
+
+client.import_table_data(database_id=1, table_id=1, file_path="sensor.csv", separator=",",
+                         skip_lines=1, line_encoding="\n")
+print(f"Finished.")
+```
+
+## Supported Features & Best-Practices
+
+- Manage user
+  account ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#create-user-account))
+- Manage
+  databases ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#create-database))
+- Manage database access &
+  visibility ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#private-database-access))
+- Import
+  dataset ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#private-database-access))
+- Create persistent
+  identifiers ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#assign-database-pid))
+- Execute
+  queries ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#export-subset))
+- Get data from tables/views/subsets
+
+## Future
+
+- Searching
+
+## Contact
+
+* Prof. [Andreas Rauber](https://tiss.tuwien.ac.at/person/39608.html)<sup>TU Wien</sup>
+* DI. [Martin Weise](https://tiss.tuwien.ac.at/person/287722.html)<sup>TU Wien</sup>
\ No newline at end of file
diff --git a/lib/python/build-website.sh b/lib/python/build-website.sh
new file mode 100755
index 0000000000..1178d90892
--- /dev/null
+++ b/lib/python/build-website.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+python3 -m venv ./lib/python/venv
+source ./lib/python/venv/bin/activate
+PIPENV_PIPFILE=./lib/python/Pipfile pipenv install --dev
+sed -i -e "s/__APPVERSION__/${APP_VERSION}/g" ./lib/python/pyproject.toml ./lib/python/setup.py ./lib/python/README.md ./lib/python/docs/conf.py ./lib/python/docs/index.rst
+sphinx-apidoc -o ./lib/python/docs/source ./lib/python/dbrepo
+sphinx-build -M html ./lib/python/docs/ ./lib/python/docs/build/
+cp -r ./lib/python/docs/build/html ./site/sphinx
\ No newline at end of file
diff --git a/lib/python/build.sh b/lib/python/build.sh
new file mode 100644
index 0000000000..802067b6be
--- /dev/null
+++ b/lib/python/build.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+# needed for MariaDB Connector/C
+apt update && apt install -y curl gcc libmariadb3 libmariadb-dev
+
+python3 -m venv ./lib/python/venv
+source ./lib/python/venv/bin/activate
+PIPENV_PIPFILE=./lib/python/Pipfile pipenv install --dev
\ No newline at end of file
diff --git a/lib/python/dbrepo/AmqpClient.py b/lib/python/dbrepo/AmqpClient.py
new file mode 100644
index 0000000000..c9fcdc05ff
--- /dev/null
+++ b/lib/python/dbrepo/AmqpClient.py
@@ -0,0 +1,62 @@
+import dataclasses
+import os
+import pika
+import sys
+import logging
+import json
+
+from dbrepo.api.dto import CreateData
+
+
+class AmqpClient:
+    """
+    The AmqpClient class for communicating with the DBRepo AMQP API to import data. All parameters can be set also \
+    via environment variables, e.g. set endpoint with DBREPO_ENDPOINT. You can override the constructor parameters \
+    with the environment variables.
+
+    :param broker_host: The AMQP API host. Optional. Default: "broker-service"
+    :param broker_port: The AMQP API port. Optional. Default: 5672
+    :param broker_virtual_host: The AMQP API virtual host. Optional. Default: "/"
+    :param username: The AMQP API username. Optional.
+    :param password: The AMQP API password. Optional.
+    """
+    broker_host: str = None
+    broker_port: int = 5672
+    broker_virtual_host: str = None
+    username: str = None
+    password: str = None
+
+    def __init__(self,
+                 broker_host: str = 'broker-service',
+                 broker_port: int = 5672,
+                 broker_virtual_host: str = '/',
+                 username: str = None,
+                 password: str = None) -> None:
+        logging.basicConfig(format='%(asctime)s %(name)-12s %(levelname)-6s %(message)s', level=logging.DEBUG,
+                            stream=sys.stdout)
+        self.broker_host = os.environ.get('DBREPO_BROKER_HOST', broker_host)
+        self.broker_port = os.environ.get('DBREPO_BROKER_PORT', broker_port)
+        if os.environ.get('DBREPO_BROKER_VIRTUAL_HOST') is not None:
+            self.broker_virtual_host = os.environ.get('DBREPO_BROKER_VIRTUAL_HOST')
+        else:
+            self.broker_virtual_host = broker_virtual_host
+        self.username = os.environ.get('DBREPO_USERNAME', username)
+        self.password = os.environ.get('DBREPO_PASSWORD', password)
+
+    def publish(self, exchange: str, routing_key: str, data=dict) -> None:
+        """
+        Publishes data to a given exchange with the given routing key with a blocking connection.
+
+        :param exchange: The exchange name.
+        :param routing_key: The routing key.
+        :param data: The data.
+        """
+        parameters = pika.ConnectionParameters(host=self.broker_host, port=self.broker_port,
+                                               virtual_host=self.broker_virtual_host,
+                                               credentials=pika.credentials.PlainCredentials(self.username,
+                                                                                             self.password))
+        connection = pika.BlockingConnection(parameters)
+        channel = connection.channel()
+        channel.basic_publish(exchange=exchange, routing_key=routing_key,
+                              body=json.dumps(dataclasses.asdict(CreateData(data=data))))
+        connection.close()
diff --git a/lib/python/dbrepo/RestClient.py b/lib/python/dbrepo/RestClient.py
new file mode 100644
index 0000000000..a46e8f21bf
--- /dev/null
+++ b/lib/python/dbrepo/RestClient.py
@@ -0,0 +1,1435 @@
+import dataclasses
+import sys
+import os
+import logging
+
+import requests
+from tusclient.client import TusClient
+
+from dbrepo.api.dto import *
+from dbrepo.api.exceptions import ResponseCodeError, UsernameExistsError, EmailExistsError, NotExistsError, \
+    ForbiddenError, MalformedError, NameExistsError, QueryStoreError, MetadataConsistencyError, ExternalSystemError, \
+    AuthenticationError, UploadError
+
+
+class RestClient:
+    """
+    The RestClient class for communicating with the DBRepo REST API. All parameters can be set also via environment \
+    variables, e.g. set endpoint with DBREPO_ENDPOINT, username with DBREPO_USERNAME, etc. You can override the \
+    constructor parameters with the environment variables.
+
+    :param endpoint: The REST API endpoint. Optional. Default: "http://gateway-service"
+    :param username: The REST API username. Optional.
+    :param password: The REST API password. Optional.
+    :param secure: When set to false, the requests library will not verify the authenticity of your TLS/SSL
+        certificates (i.e. when using self-signed certificates). Default: true.
+    """
+    endpoint: str = None
+    username: str = None
+    password: str = None
+    secure: bool = None
+
+    def __init__(self,
+                 endpoint: str = 'http://gateway-service',
+                 username: str = None,
+                 password: str = None,
+                 secure: bool = True) -> None:
+        logging.getLogger('requests').setLevel(logging.INFO)
+        logging.getLogger('urllib3').setLevel(logging.INFO)
+        logging.getLogger('dataclasses_json').setLevel(logging.ERROR)
+        logging.basicConfig(format='%(asctime)s %(name)-12s %(levelname)-6s %(message)s', level=logging.DEBUG,
+                            stream=sys.stdout)
+        self.endpoint = os.environ.get('DBREPO_ENDPOINT', endpoint)
+        self.username = os.environ.get('DBREPO_USERNAME', username)
+        self.password = os.environ.get('DBREPO_PASSWORD', password)
+        if os.environ.get('DBREPO_SECURE') is not None:
+            self.secure = os.environ.get('DBREPO_SECURE') == 'True'
+        else:
+            self.secure = secure
+
+    def _wrapper(self, method: str, url: str, params: [(str,)] = None, payload=None, headers=None,
+                 force_auth: bool = False, stream: bool = False) -> requests.Response:
+        if force_auth and (self.username is None or self.password is None):
+            raise AuthenticationError(f"Failed to perform request: authentication required")
+        url = f'{self.endpoint}{url}'
+        logging.debug(f'method: {method}')
+        logging.debug(f'url: {url}')
+        if params is not None:
+            logging.debug(f'params: {params}')
+        if stream is not None:
+            logging.debug(f'stream: {stream}')
+        logging.debug(f'secure: {self.secure}')
+        if headers is not None:
+            logging.debug(f'headers: {headers}')
+        if payload is not None:
+            logging.debug(f'payload: {payload}')
+            payload = dataclasses.asdict(payload)
+        if self.username is not None and self.password is not None:
+            logging.debug(f'username: {self.username}, password: (hidden)')
+            return requests.request(method=method, url=url, auth=(self.username, self.password), verify=self.secure,
+                                    json=payload, headers=headers, params=params, stream=stream)
+        return requests.request(method=method, url=url, verify=self.secure, json=payload, headers=headers,
+                                params=params, stream=stream)
+
+    def upload(self, file_path: str) -> str:
+        """
+        Uploads a file located at file_path to the Upload Service.
+
+        :param file_path: The location of the file on the local filesystem.
+
+        :returns: Filename on the S3 backend of the Upload Service, if successful.
+        """
+        my_client = TusClient(url=f'{self.endpoint}/api/upload/files/')
+        uploader = my_client.uploader(file_path=file_path)
+        uploader.upload()
+        filename = uploader.url[uploader.url.rfind('/') + 1:uploader.url.rfind('+')]
+        if filename is None or len(filename) == 0:
+            raise UploadError(f'Failed to upload the file to {self.endpoint}')
+        return filename
+
+    def whoami(self) -> str:
+        """
+        Print the username.
+        """
+        if self.username is not None:
+            logging.info(f"{self.username}")
+            return self.username
+        logging.info(f"No username set!")
+        return None
+
+    def get_users(self) -> List[User]:
+        """
+        Get all users.
+
+        :returns: List of users, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        """
+        url = f'/api/user'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return User.schema().load(body, many=True)
+        raise ResponseCodeError(f'Failed to find users: response code: {response.status_code} is not 200 (OK)')
+
+    def get_user(self, user_id: str) -> User:
+        """
+        Get a user with given user id.
+
+        :returns: The user, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises NotExistsError: If theuser does not exist.
+        """
+        url = f'/api/user/{user_id}'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return User.schema().load(body)
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to find user with id {user_id}')
+        raise ResponseCodeError(
+            f'Failed to find user with id {user_id}: response code: {response.status_code} is not 200 (OK)')
+
+    def create_user(self, username: str, password: str, email: str) -> UserBrief:
+        """
+        Creates a new user.
+
+        :param username: The username of the new user. Must be unique.
+        :param password: The password of the new user.
+        :param email: The email of the new user. Must be unique.
+
+        :returns: The user, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the creation.
+        :raises UsernameExistsError: The username exists already.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedefault role was not found.
+        :raises EmailExistsError: The email exists already.
+        """
+        url = f'/api/user'
+        response = self._wrapper(method="post", url=url,
+                                 payload=CreateUser(username=username, password=password, email=email))
+        if response.status_code == 201:
+            body = response.json()
+            return UserBrief.schema().load(body)
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update user password: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to create user: default role not found')
+        if response.status_code == 409:
+            raise UsernameExistsError(f'Failed to create user: user with username exists')
+        if response.status_code == 417:
+            raise EmailExistsError(f'Failed to create user: user with e-mail exists')
+        raise ResponseCodeError(
+            f'Failed to create user: response code: {response.status_code} is not 201 (CREATED)')
+
+    def update_user(self, user_id: str, firstname: str = None, lastname: str = None, affiliation: str = None,
+                    orcid: str = None) -> User:
+        """
+        Updates a user with given user id.
+
+        :param user_id: The user id of the user that should be updated.
+        :param firstname: The updated given name. Optional.
+        :param lastname: The updated family name. Optional.
+        :param affiliation: The updated affiliation identifier. Optional.
+        :param orcid: The updated ORCID identifier. Optional.
+
+        :returns: The user, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the update.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If theuser does not exist.
+        """
+        url = f'/api/user/{user_id}'
+        response = self._wrapper(method="put", url=url, force_auth=True,
+                                 payload=UpdateUser(firstname=firstname, lastname=lastname, affiliation=affiliation,
+                                                    orcid=orcid))
+        if response.status_code == 202:
+            body = response.json()
+            return User.schema().load(body)
+        if response.status_code == 400:
+            raise ResponseCodeError(f'Failed to update user: invalid values')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update user password: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update user: user not found')
+        if response.status_code == 405:
+            raise ForbiddenError(f'Failed to update user: foreign user')
+        raise ResponseCodeError(
+            f'Failed to update user: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def update_user_theme(self, user_id: str, theme: str) -> User:
+        """
+        Updates the theme of a user with given user id.
+
+        :param user_id: The user id of the user that should be updated.
+        :param theme: The updated user theme name.
+
+        :returns: The user, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the update.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If theuser does not exist.
+        """
+        url = f'/api/user/{user_id}/theme'
+        response = self._wrapper(method="put", url=url, force_auth=True, payload=UpdateUserTheme(theme=theme))
+        if response.status_code == 202:
+            body = response.json()
+            return User.schema().load(body)
+        if response.status_code == 400:
+            raise ResponseCodeError(f'Failed to update user theme: invalid values')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update user password: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update user theme: user not found')
+        if response.status_code == 405:
+            raise ResponseCodeError(f'Failed to update user theme: foreign user')
+        raise ResponseCodeError(
+            f'Failed to update user theme: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def update_user_password(self, user_id: str, password: str) -> User:
+        """
+        Updates the password of a user with given user id.
+
+        :param user_id: The user id of the user that should be updated.
+        :param password: The updated user password.
+
+        :returns: The user, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the update.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If theuser does not exist.
+        """
+        url = f'/api/user/{user_id}/password'
+        response = self._wrapper(method="put", url=url, force_auth=True, payload=UpdateUserPassword(password=password))
+        if response.status_code == 202:
+            body = response.json()
+            return User.schema().load(body)
+        if response.status_code == 400:
+            raise ResponseCodeError(f'Failed to update user password: invalid values')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update user password: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update user password: not found')
+        if response.status_code == 405:
+            raise ForbiddenError(f'Failed to update user password: foreign user')
+        if response.status_code == 503:
+            raise ResponseCodeError(f'Failed to update user password: keycloak error')
+        raise ResponseCodeError(
+            f'Failed to update user theme: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def get_containers(self) -> List[ContainerBrief]:
+        """
+        Get all containers.
+
+        :returns: List of containers, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        """
+        url = f'/api/container'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return ContainerBrief.schema().load(body, many=True)
+        raise ResponseCodeError(f'Failed to find containers: response code: {response.status_code} is not 200 (OK)')
+
+    def get_databases(self) -> List[Database]:
+        """
+        Get all databases.
+
+        :returns: List of databases, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        """
+        url = f'/api/database'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return Database.schema().load(body, many=True)
+        raise ResponseCodeError(f'Failed to find databases: response code: {response.status_code} is not 200 (OK)')
+
+    def get_databases_count(self) -> int:
+        """
+        Count all databases.
+
+        :returns: Count of databases if successful.
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        """
+        url = f'/api/database'
+        response = self._wrapper(method="head", url=url)
+        if response.status_code == 200:
+            return int(response.headers.get("x-count"))
+        raise ResponseCodeError(f'Failed to find databases: response code: {response.status_code} is not 200 (OK)')
+
+    def get_database(self, database_id: int) -> Database:
+        """
+        Get a databases with given id.
+
+        :param database_id: The database id.
+
+        :returns: The database, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        """
+        url = f'/api/database/{database_id}'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return Database.schema().load(body)
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to find database with id {database_id}')
+        raise ResponseCodeError(
+            f'Failed to find database with id {database_id}: response code: {response.status_code} is not 200 (OK)')
+
+    def create_database(self, name: str, container_id: int, is_public: bool) -> Database:
+        """
+        Create a databases in a container with given container id.
+
+        :param name: The name of the database.
+        :param container_id: The container id.
+        :param is_public: The visibility of the database. If set to true everything will be visible, otherwise only
+                the metadata (schema, identifiers) will be visible to the public.
+
+        :returns: The database, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database'
+        response = self._wrapper(method="post", url=url, force_auth=True,
+                                 payload=CreateDatabase(name=name, container_id=container_id, is_public=is_public))
+        if response.status_code == 201:
+            body = response.json()
+            return Database.schema().load(body)
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to create database: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to create database: container not found')
+        raise ResponseCodeError(
+            f'Failed to create database: response code: {response.status_code} is not 201 (CREATED)')
+
+    def update_database_visibility(self, database_id: int, is_public: bool) -> Database:
+        """
+        Updates the database visibility of a database with given database id.
+
+        :param database_id: The database id.
+        :param is_public: The visibility of the database. If set to true everything will be visible, otherwise only
+                the metadata (schema, identifiers) will be visible to the public.
+
+        :returns: The database, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase does not exist.
+        """
+        url = f'/api/database/{database_id}'
+        response = self._wrapper(method="put", url=url, force_auth=True, payload=ModifyVisibility(is_public=is_public))
+        if response.status_code == 202:
+            body = response.json()
+            return Database.schema().load(body)
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update database visibility: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update database visibility: not found')
+        raise ResponseCodeError(
+            f'Failed to update database visibility: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def update_database_owner(self, database_id: int, user_id: str) -> Database:
+        """
+        Updates the database owner of a database with given database id.
+
+        :param database_id: The database id.
+        :param user_id: The user id of the new owner.
+
+        :returns: The database, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises NotExistsError: If thedatabase does not exist.
+        """
+        url = f'/api/database/{database_id}/owner'
+        response = self._wrapper(method="put", url=url, force_auth=True, payload=ModifyOwner(id=user_id))
+        if response.status_code == 202:
+            body = response.json()
+            return Database.schema().load(body)
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update database visibility: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update database visibility: not found')
+        raise ResponseCodeError(
+            f'Failed to update database visibility: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def create_table(self, database_id: int, name: str, columns: List[CreateTableColumn],
+                     constraints: CreateTableConstraints, description: str = None) -> Table:
+        """
+        Updates the database owner of a database with given database id.
+
+        :param database_id: The database id.
+        :param name: The name of the created table.
+        :param constraints: The constraints of the created table.
+        :param columns: The columns of the created table.
+        :param description: The description of the created table. Optional.
+
+        :returns: The table, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises NameExistsError: If a table with this name already exists.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/table'
+        response = self._wrapper(method="post", url=url, force_auth=True,
+                                 payload=CreateTable(name=name, description=description,
+                                                     columns=columns, constraints=constraints))
+        if response.status_code == 201:
+            body = response.json()
+            return Table.schema().load(body)
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to create table: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to create table: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to create table: container not found')
+        if response.status_code == 409:
+            raise NameExistsError(f'Failed to create table: table name exists')
+        raise ResponseCodeError(
+            f'Failed to create table: response code: {response.status_code} is not 201 (CREATED)')
+
+    def get_tables(self, database_id: int) -> List[Table]:
+        """
+        Get all tables.
+
+        :param database_id: The database id.
+
+        :returns: List of tables, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        """
+        url = f'/api/database/{database_id}/table'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return Table.schema().load(body, many=True)
+        raise ResponseCodeError(f'Failed to find tables: response code: {response.status_code} is not 200 (OK)')
+
+    def get_table(self, database_id: int, table_id: int) -> Table:
+        """
+        Get a table with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+
+        :returns: List of tables, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/table/{table_id}'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return Table.schema().load(body)
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to find table: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to find table: not found')
+        raise ResponseCodeError(f'Failed to find table: response code: {response.status_code} is not 200 (OK)')
+
+    def delete_table(self, database_id: int, table_id: int) -> None:
+        """
+        Delete a table with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/table/{table_id}'
+        response = self._wrapper(method="delete", url=url, force_auth=True)
+        if response.status_code == 202:
+            return
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to delete table: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to delete table: not found')
+        raise ResponseCodeError(f'Failed to delete table: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def get_views(self, database_id: int) -> List[View]:
+        """
+        Gets views of a database with given database id.
+
+        :param database_id: The database id.
+
+        :returns: The list of views, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/view'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return View.schema().load(body, many=True)
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to find views: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to find views: not found')
+        raise ResponseCodeError(f'Failed to find views: response code: {response.status_code} is not 200 (OK)')
+
+    def get_view(self, database_id: int, view_id: int) -> View:
+        """
+        Get a view of a database with given database id and view id.
+
+        :param database_id: The database id.
+        :param view_id: The view id.
+
+        :returns: The view, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/view/{view_id}'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return View.schema().load(body)
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to find view: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to find view: not found')
+        raise ResponseCodeError(f'Failed to find view: response code: {response.status_code} is not 200 (OK)')
+
+    def create_view(self, database_id: int, name: str, query: str, is_public: bool) -> View:
+        """
+        Create a view in a database with given database id.
+
+        :param database_id: The database id.
+        :param name: The name of the created view.
+        :param query: The query of the created view.
+        :param is_public: The visibility of the view. If set to true everything will be visible, otherwise only
+                the metadata (schema, identifiers) will be visible to the public.
+
+        :returns: The created view, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/view'
+        response = self._wrapper(method="post", url=url, force_auth=True,
+                                 payload=CreateView(name=name, query=query, is_public=is_public))
+        if response.status_code == 201:
+            body = response.json()
+            return View.schema().load(body)
+        if response.status_code == 400 or response.status_code == 423:
+            raise MalformedError(f'Failed to create view: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to create view: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to create view: not found')
+        raise ResponseCodeError(f'Failed to create view: response code: {response.status_code} is not 201 (CREATED)')
+
+    def delete_view(self, database_id: int, view_id: int) -> None:
+        """
+        Deletes a view in a database with given database id and view id.
+
+        :param database_id: The database id.
+        :param view_id: The view id.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/view/{view_id}'
+        response = self._wrapper(method="delete", url=url, force_auth=True)
+        if response.status_code == 202:
+            return
+        if response.status_code == 400 or response.status_code == 423:
+            raise MalformedError(f'Failed to delete view: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to delete view: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to delete view: not found')
+        raise ResponseCodeError(f'Failed to delete view: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def get_view_data(self, database_id: int, view_id: int, page: int = 0, size: int = 10) -> Result:
+        """
+        Get data of a view in a database with given database id and view id.
+
+        :param database_id: The database id.
+        :param view_id: The view id.
+        :param page: The result pagination number. Optional. Default: 0.
+        :param size: The result pagination size. Optional. Default: 10.
+
+        :returns: The result of the view query, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the view does not exist.
+        """
+        url = f'/api/database/{database_id}/view/{view_id}/data'
+        params = []
+        if page is not None and size is not None:
+            params.append(('page', page))
+            params.append(('size', size))
+        response = self._wrapper(method="get", url=url, params=params)
+        if response.status_code == 200:
+            body = response.json()
+            return Result.schema().load(body)
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to get view data: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to get view data: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to get view data: not found')
+        raise ResponseCodeError(f'Failed to get view data: response code: {response.status_code} is not 200 (OK)')
+
+    def get_table_data(self, database_id: int, table_id: int, page: int = 0, size: int = 10,
+                       timestamp: datetime.datetime = None) -> Result:
+        """
+        Get data of a table in a database with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+        :param page: The result pagination number. Optional. Default: 0.
+        :param size: The result pagination size. Optional. Default: 10.
+        :param timestamp: The query execution time. Optional.
+
+        :returns: The result of the view query, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the table does not exist.
+        :raises QueryStoreError: If the result set could not be counted.
+        """
+        url = f'/api/database/{database_id}/table/{table_id}/data'
+        params = []
+        if page is not None and size is not None:
+            params.append(('page', page))
+            params.append(('size', size))
+        if timestamp is not None:
+            params.append(('timestamp', timestamp))
+        response = self._wrapper(method="get", url=url, params=params)
+        if response.status_code == 200:
+            body = response.json()
+            return Result.schema().load(body)
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to get table data: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to get table data: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to get table data: not found')
+        if response.status_code == 409:
+            raise QueryStoreError(f'Failed to get table data: service rejected result count')
+        raise ResponseCodeError(f'Failed to get table data: response code: {response.status_code} is not 200 (OK)')
+
+    def create_table_data(self, database_id: int, table_id: int, data: dict) -> None:
+        """
+        Insert data into a table in a database with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+        :param data: The data dictionary to be inserted into the table with the form column=value of the table.
+
+        :raises ResponseCodeError: If something went wrong with the insert.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the table does not exist.
+        :raises MalformedError: If the payload is rejected by the service (e.g. LOB data could not be imported).
+        """
+        url = f'/api/database/{database_id}/table/{table_id}/data'
+        response = self._wrapper(method="post", url=url, force_auth=True, payload=CreateData(data=data))
+        if response.status_code == 202:
+            return
+        if response.status_code == 400 or response.status_code == 410:
+            raise MalformedError(f'Failed to insert table data: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to insert table data: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to insert table data: not found')
+        raise ResponseCodeError(
+            f'Failed to insert table data: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def import_table_data(self, database_id: int, table_id: int, separator: str, file_path: str,
+                          quote: str = None, skip_lines: int = None, false_encoding: str = None,
+                          true_encoding: str = None, null_encoding: str = None,
+                          line_encoding: str = None) -> None:
+        """
+        Import a csv dataset from a file into a table in a database with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+        :param separator: The csv column separator.
+        :param file_path: The path of the file that is imported on the storage service.
+        :param quote: The column data quotation character. Optional.
+        :param skip_lines: The number of lines to skip. Optional.
+        :param false_encoding: The encoding of boolean false. Optional.
+        :param true_encoding: The encoding of boolean true. Optional.
+        :param null_encoding: The encoding of null. Optional. Default: empty string "".
+        :param line_encoding: The encoding of the line termination. Optional. Default: CR (Windows).
+
+        :raises ResponseCodeError: If something went wrong with the insert.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the table does not exist.
+        :raises MalformedError: If the payload is rejected by the service (e.g. LOB data could not be imported).
+        """
+        upload = UploadClient(endpoint=self.endpoint)
+        filename = upload.upload(file_path=file_path)
+        url = f'/api/database/{database_id}/table/{table_id}/data/import'
+        response = self._wrapper(method="post", url=url, force_auth=True,
+                                 payload=Import(location=filename, separator=separator, quote=quote,
+                                                skip_lines=skip_lines, false_element=false_encoding,
+                                                true_element=true_encoding, null_element=null_encoding,
+                                                line_termination=line_encoding))
+        if response.status_code == 202:
+            return
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to import table data: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to import table data: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to import table data: not found')
+        if response.status_code == 409 or response.status_code == 422:
+            raise ExternalSystemError(f'Failed to import table data: sidecar rejected the import')
+        raise ResponseCodeError(
+            f'Failed to import table data: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def analyse_datatypes(self, file_path: str, separator: str, enum: bool = None,
+                          enum_tol: int = None, upload: bool = True) -> DatatypeAnalysis:
+        """
+        Import a csv dataset from a file and analyse it for the possible enums, line encoding and column data types.
+
+        :param file_path: The path of the file that is imported on the storage service.
+        :param separator: The csv column separator.
+        :param enum: If set to true, enumerations should be guessed, otherwise no guessing. Optional.
+        :param enum_tol: The tolerance for guessing enumerations (ignored if enum=False). Optional.
+        :param upload: If set to true, the file from file_path will be uploaded, otherwise no upload will be performed \
+            and the file_path will be treated as S3 filename and analysed instead. Optional. Default: true.
+
+        :returns: The determined data types, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the analysis.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises NotExistsError: If the file was not found by the Analyse Service.
+        """
+        if upload:
+            client = UploadClient(endpoint=self.endpoint)
+            filename = client.upload(file_path=file_path)
+        else:
+            filename = file_path
+        params = [
+            ('filename', filename),
+            ('separator', separator),
+            ('enum', enum),
+            ('enum_tol', enum_tol)
+        ]
+        url = f'/api/analyse/datatypes'
+        response = self._wrapper(method="get", url=url, params=params)
+        if response.status_code == 202:
+            body = response.json()
+            return DatatypeAnalysis.schema().load(body)
+        if response.status_code == 400 or response.status_code == 500:
+            raise MalformedError(f'Failed to analyse data types: service rejected malformed payload')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to analyse data types: failed to find file in Storage Service')
+        raise ResponseCodeError(
+            f'Failed to analyse data types: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def analyse_keys(self, file_path: str, separator: str, upload: bool = True) -> KeyAnalysis:
+        """
+        Import a csv dataset from a file and analyse it for the possible primary key.
+
+        :param file_path: The path of the file that is imported on the storage service.
+        :param separator: The csv column separator.
+        :param upload: If set to true, the file from file_path will be uploaded, otherwise no upload will be performed \
+            and the file_path will be treated as S3 filename and analysed instead. Optional. Default: true.
+
+        :returns: The determined ranking of the primary key candidates, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the analysis.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises NotExistsError: If the file was not found by the Analyse Service.
+        """
+        if upload:
+            client = UploadClient(endpoint=self.endpoint)
+            filename = client.upload(file_path=file_path)
+        else:
+            filename = file_path
+        params = [
+            ('filename', filename),
+            ('separator', separator),
+        ]
+        url = f'/api/analyse/keys'
+        response = self._wrapper(method="get", url=url, params=params)
+        if response.status_code == 202:
+            body = response.json()
+            return KeyAnalysis.schema().load(body)
+        if response.status_code == 400 or response.status_code == 500:
+            raise MalformedError(f'Failed to analyse data types: service rejected malformed payload')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to analyse data types: failed to find file in Storage Service')
+        raise ResponseCodeError(
+            f'Failed to analyse data types: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def analyse_table_statistics(self, database_id: int, table_id: int) -> TableStatistics:
+        """
+        Analyses the numerical contents of a table in a database with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+
+        :returns: The table statistics, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the analysis.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises NotExistsError: If the file was not found by the Analyse Service.
+        """
+        url = f'/api/analyse/database/{database_id}/table/{table_id}/statistics'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 202:
+            body = response.json()
+            return TableStatistics.schema().load(body)
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to analyse table statistics: service rejected malformed payload')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to analyse table statistics: separator error')
+        raise ResponseCodeError(
+            f'Failed to analyse table statistics: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def update_table_data(self, database_id: int, table_id: int, data: dict, keys: dict) -> None:
+        """
+        Update data in a table in a database with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+        :param data: The data dictionary to be updated into the table with the form column=value of the table.
+        :param keys: The key dictionary matching the rows in the form column=value.
+
+        :raises ResponseCodeError: If something went wrong with the update.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the table does not exist.
+        :raises MalformedError: If the payload is rejected by the service (e.g. LOB data could not be imported).
+        """
+        url = f'/api/database/{database_id}/table/{table_id}/data'
+        response = self._wrapper(method="put", url=url, force_auth=True, payload=UpdateData(data=data, keys=keys))
+        if response.status_code == 202:
+            return
+        if response.status_code == 400 or response.status_code == 410:
+            raise MalformedError(f'Failed to update table data: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update table data: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update table data: not found')
+        raise ResponseCodeError(
+            f'Failed to update table data: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def delete_table_data(self, database_id: int, table_id: int, keys: dict) -> None:
+        """
+        Delete data in a table in a database with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+        :param keys: The key dictionary matching the rows in the form column=value.
+
+        :raises ResponseCodeError: If something went wrong with the deletion.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the table does not exist.
+        :raises MalformedError: If the payload is rejected by the service.
+        """
+        url = f'/api/database/{database_id}/table/{table_id}/data'
+        response = self._wrapper(method="delete", url=url, force_auth=True, payload=DeleteData(keys=keys))
+        if response.status_code == 202:
+            return
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to delete table data: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to delete table data: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to delete table data: not found')
+        raise ResponseCodeError(
+            f'Failed to delete table data: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def get_table_data_count(self, database_id: int, table_id: int, page: int = 0, size: int = 10,
+                             timestamp: datetime.datetime = None) -> int:
+        """
+        Get data count of a table in a database with given database id and table id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+        :param page: The result pagination number. Optional. Default: 0.
+        :param size: The result pagination size. Optional. Default: 10.
+        :param timestamp: The query execution time. Optional.
+
+        :returns: The result of the view query, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the table does not exist.
+        :raises QueryStoreError: If the result set could not be counted.
+        """
+        url = f'/api/database/{database_id}/table/{table_id}/data'
+        if page is not None and size is not None:
+            url += f'?page={page}&size={size}'
+        if timestamp is not None:
+            if page is not None and size is not None:
+                url += '&'
+            else:
+                url += '?'
+            url += f'timestamp={timestamp}'
+        response = self._wrapper(method="head", url=url)
+        if response.status_code == 200:
+            return int(response.headers.get('X-Count'))
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to get table data: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to get table data: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to get table data: not found')
+        if response.status_code == 409:
+            raise QueryStoreError(f'Failed to get table data: service rejected result count')
+        raise ResponseCodeError(f'Failed to get table data: response code: {response.status_code} is not 200 (OK)')
+
+    def get_view_data_count(self, database_id: int, view_id: int) -> int:
+        """
+        Get data count of a view in a database with given database id and view id.
+
+        :param database_id: The database id.
+        :param view_id: The view id.
+
+        :returns: The result count of the view query, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/view/{view_id}/data'
+        response = self._wrapper(method="head", url=url)
+        if response.status_code == 200:
+            return int(response.headers.get('X-Count'))
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to get view data count: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to get view data count: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to get view data count: not found')
+        raise ResponseCodeError(f'Failed to get view data count: response code: {response.status_code} is not 200 (OK)')
+
+    def get_database_access(self, database_id: int) -> AccessType:
+        """
+        Get access of a view in a database with given database id and view id.
+
+        :param database_id: The database id.
+
+        :returns: The access type, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thecontainer does not exist.
+        """
+        url = f'/api/database/{database_id}/access'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return DatabaseAccess.schema().load(body).type
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to get database access: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to get database access: not found')
+        raise ResponseCodeError(f'Failed to get database access: response code: {response.status_code} is not 200 (OK)')
+
+    def create_database_access(self, database_id: int, user_id: str, type: AccessType) -> AccessType:
+        """
+        Create access to a database with given database id and user id.
+
+        :param database_id: The database id.
+        :param user_id: The user id.
+        :param type: The access type.
+
+        :returns: The access type, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase or user does not exist.
+        """
+        url = f'/api/database/{database_id}/access/{user_id}'
+        response = self._wrapper(method="post", url=url, force_auth=True, payload=CreateAccess(type=type))
+        if response.status_code == 202:
+            body = response.json()
+            return DatabaseAccess.schema().load(body).type
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to create database access: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to create database access: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to create database access: not found')
+        raise ResponseCodeError(
+            f'Failed to create database access: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def update_database_access(self, database_id: int, user_id: str, type: AccessType) -> AccessType:
+        """
+        Updates the access for a user to a database with given database id and user id.
+
+        :param database_id: The database id.
+        :param user_id: The user id.
+        :param type: The access type.
+
+        :returns: The access type, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase or user does not exist.
+        """
+        url = f'/api/database/{database_id}/access/{user_id}'
+        response = self._wrapper(method="put", url=url, force_auth=True, payload=UpdateAccess(type=type))
+        if response.status_code == 202:
+            body = response.json()
+            return DatabaseAccess.schema().load(body).type
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to update database access: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to update database access: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update database access: not found')
+        raise ResponseCodeError(
+            f'Failed to update database access: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def delete_database_access(self, database_id: int, user_id: str) -> None:
+        """
+        Deletes the access for a user to a database with given database id and user id.
+
+        :param database_id: The database id.
+        :param user_id: The user id.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase or user does not exist.
+        """
+        url = f'/api/database/{database_id}/access/{user_id}'
+        response = self._wrapper(method="delete", url=url, force_auth=True)
+        if response.status_code == 202:
+            return
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to delete database access: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to delete database access: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to delete database access: not found')
+        raise ResponseCodeError(
+            f'Failed to delete database access: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def execute_query(self, database_id: int, query: str, page: int = 0, size: int = 10,
+                      timestamp: datetime.datetime = None) -> Result:
+        """
+        Executes a SQL query in a database where the current user has at least read access with given database id. The
+        result set can be paginated with setting page and size (both). Historic data can be queried by setting
+        timestamp.
+
+        :param database_id: The database id.
+        :param query: The query statement.
+        :param page: The result pagination number. Optional. Default: 0.
+        :param size: The result pagination size. Optional. Default: 10.
+        :param timestamp: The query execution time. Optional.
+
+        :returns: The result set, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase, table or user does not exist.
+        :raises QueryStoreError: The query store rejected the query.
+        :raises MetadataConsistencyError: The service failed to parse columns from the metadata database.
+        """
+        url = f'/api/database/{database_id}/query'
+        if page is not None and size is not None:
+            url += f'?page={page}&size={size}'
+        response = self._wrapper(method="post", url=url, force_auth=True,
+                                 payload=ExecuteQuery(statement=query, timestamp=timestamp))
+        if response.status_code == 202:
+            body = response.json()
+            return Result.schema().load(body)
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to execute query: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to execute query: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to execute query: not found')
+        if response.status_code == 409:
+            raise QueryStoreError(f'Failed to execute query: query store rejected query')
+        if response.status_code == 417:
+            raise MetadataConsistencyError(f'Failed to execute query: service expected other metadata')
+        raise ResponseCodeError(
+            f'Failed to execute query: response code: {response.status_code} is not 202 (ACCEPTED)')
+
+    def get_query_data(self, database_id: int, query_id: int, page: int = 0, size: int = 10,
+                       file_path: str = None) -> Result:
+        """
+        Re-executes a query in a database with given database id and query id.
+
+        :param database_id: The database id.
+        :param query_id: The query id.
+        :param page: The result pagination number. Optional. Default: 0.
+        :param size: The result pagination size. Optional. Default: 10.
+        :param size: The result pagination size. Optional. Default: 10.
+        :param file_path: The file path where the result should be saved. Optional.
+
+        :returns: The result set, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the database, query or user does not exist.
+        :raises QueryStoreError: The query store rejected the query.
+        :raises MetadataConsistencyError: The service failed to parse columns from the metadata database.
+        """
+        stream = False
+        headers = {}
+        url = f'/api/database/{database_id}/query/{query_id}/data'
+        if page is not None and size is not None:
+            url += f'?page={page}&size={size}'
+        if file_path is not None:
+            stream = True
+            headers = {'Accept': 'text/csv'}
+        response = self._wrapper(method="get", url=url, headers=headers, stream=stream)
+        if response.status_code == 200:
+            if file_path is None:
+                body = response.json()
+                return Result.schema().load(body)
+            else:
+                with open(file_path, "w") as f:
+                    f.write(response.content.decode("utf-8"))
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to re-execute query: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to re-execute query: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to re-execute query: not found')
+        if response.status_code == 409:
+            raise QueryStoreError(f'Failed to re-execute query: query store rejected query')
+        if response.status_code == 417:
+            raise MetadataConsistencyError(f'Failed to re-execute query: service expected other metadata')
+        raise ResponseCodeError(
+            f'Failed to re-execute query: response code: {response.status_code} is not 200 (OK)')
+
+    def get_query_data_count(self, database_id: int, query_id: int, page: int = 0, size: int = 10) -> int:
+        """
+        Re-executes a query in a database with given database id and query id and only counts the results.
+
+        :param database_id: The database id.
+        :param query_id: The query id.
+        :param page: The result pagination number. Optional. Default: 0.
+        :param size: The result pagination size. Optional. Default: 10.
+
+        :returns: The result set, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If the database, query or user does not exist.
+        :raises QueryStoreError: The query store rejected the query.
+        :raises MetadataConsistencyError: The service failed to parse columns from the metadata database.
+        """
+        url = f'/api/database/{database_id}/query/{query_id}/data'
+        if page is not None and size is not None:
+            url += f'?page={page}&size={size}'
+        response = self._wrapper(method="head", url=url)
+        if response.status_code == 200:
+            return int(response.headers.get('X-Count'))
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to re-execute query: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to re-execute query: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to re-execute query: not found')
+        if response.status_code == 409:
+            raise QueryStoreError(f'Failed to re-execute query: query store rejected query')
+        if response.status_code == 417:
+            raise MetadataConsistencyError(f'Failed to re-execute query: service expected other metadata')
+        raise ResponseCodeError(
+            f'Failed to re-execute query: response code: {response.status_code} is not 200 (OK)')
+
+    def get_query(self, database_id: int, query_id: int) -> Query:
+        """
+        Get query from a database with given database id and query id.
+
+        :param database_id: The database id.
+        :param query_id: The query id.
+
+        :returns: The query, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase, query or user does not exist.
+        :raises QueryStoreError: The query store rejected the query.
+        :raises MetadataConsistencyError: The service failed to parse columns from the metadata database.
+        """
+        url = f'/api/database/{database_id}/query/{query_id}'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return Query.schema().load(body)
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to find query: not found')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to find query: not allowed')
+        if response.status_code == 417:
+            raise MetadataConsistencyError(f'Failed to find query: service expected other metadata')
+        if response.status_code == 501 or response.status_code == 503 or response.status_code == 504:
+            raise QueryStoreError(f'Failed to find query: query store rejected query')
+        raise ResponseCodeError(
+            f'Failed to find query: response code: {response.status_code} is not 200 (OK)')
+
+    def get_queries(self, database_id: int) -> List[Query]:
+        """
+        Get queries from a database with given database id.
+
+        :param database_id: The database id.
+
+        :returns: List of queries, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises MalformedError: If the query is rejected by the service.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase or user does not exist.
+        :raises QueryStoreError: The query store rejected the query.
+        """
+        url = f'/api/database/{database_id}/query'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return Query.schema().load(body, many=True)
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to find queries: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to find queries: not found')
+        if response.status_code == 423:
+            raise MalformedError(f'Failed to find queries: service rejected malformed query')
+        if response.status_code == 501 or response.status_code == 503 or response.status_code == 504:
+            raise QueryStoreError(f'Failed to find queries: query store rejected query')
+        raise ResponseCodeError(
+            f'Failed to find query: response code: {response.status_code} is not 200 (OK)')
+
+    def update_query(self, database_id: int, query_id: int, persist: bool) -> Query:
+        """
+        Update query from a database with given database id and query id.
+
+        :param database_id: The database id.
+        :param query_id: The query id.
+        :param persist: If set to true, the query will be saved and visible in the User Interface, otherwise the query \
+                is marked for deletion in the future and not visible in the User Interface.
+
+        :returns: The query, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises NotExistsError: If thedatabase or user does not exist.
+        :raises QueryStoreError: The query store rejected the update.
+        """
+        url = f'/api/database/{database_id}/query/{query_id}'
+        response = self._wrapper(method="put", url=url, force_auth=True, payload=UpdateQuery(persist=persist))
+        if response.status_code == 202:
+            body = response.json()
+            return Query.schema().load(body)
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to update query: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update query: not found')
+        if response.status_code == 412:
+            raise QueryStoreError(f'Failed to update query: query store rejected update')
+        raise ResponseCodeError(
+            f'Failed to update query: response code: {response.status_code} is not 200 (OK)')
+
+    def create_identifier(self, database_id: int, type: IdentifierType, titles: List[CreateIdentifierTitle],
+                          publisher: str, creators: List[CreateIdentifierCreator], publication_year: int,
+                          descriptions: List[CreateIdentifierDescription] = None,
+                          funders: List[CreateIdentifierFunder] = None, licenses: List[License] = None,
+                          language: Language = None, query_id: int = None, view_id: int = None, table_id: int = None,
+                          publication_day: int = None, publication_month: int = None,
+                          related_identifiers: List[CreateRelatedIdentifier] = None) -> Identifier:
+        """
+        Create an identifier
+
+        :param database_id: The database id of the created identifier.
+        :param type: The type of the created identifier.
+        :param titles: The titles of the created identifier.
+        :param publisher: The publisher of the created identifier.
+        :param creators: The creator(s) of the created identifier.
+        :param publication_year: The publication year of the created identifier.
+        :param descriptions: The description(s) of the created identifier. Optional.
+        :param funders: The funders(s) of the created identifier. Optional.
+        :param licenses: The license(s) of the created identifier. Optional.
+        :param language: The language of the created identifier. Optional.
+        :param query_id: The query id of the created identifier. Required when type=SUBSET, otherwise invalid. Optional.
+        :param view_id: The view id of the created identifier. Required when type=VIEW, otherwise invalid. Optional.
+        :param table_id: The table id of the created identifier. Required when type=TABLE, otherwise invalid. Optional.
+        :param publication_day: The publication day of the created identifier. Optional.
+        :param publication_month: The publication month of the created identifier. Optional.
+        :param related_identifiers: The related identifier(s) of the created identifier. Optional.
+
+        :returns: The identifier, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the creation of the identifier.
+        :raises ForbiddenError: If the action is not allowed.
+        :raises MalformedError: If the payload is rejected by the service.
+        :raises NotExistsError: If the database, table/view/query or user does not exist.
+        :raises ExternalSystemError: If the external system (DataCite) refused communication with the service.
+        """
+        url = f'/api/identifier'
+        payload = CreateIdentifier(database_id=database_id, type=type, titles=titles, publisher=publisher,
+                                   creators=creators, publication_year=publication_year, descriptions=descriptions,
+                                   funders=funders, licenses=licenses, language=language, query_id=query_id,
+                                   view_id=view_id, table_id=table_id, publication_day=publication_day,
+                                   publication_month=publication_month, related_identifiers=related_identifiers)
+        response = self._wrapper(method="post", url=url, force_auth=True, payload=payload)
+        if response.status_code == 201:
+            body = response.json()
+            return Identifier.schema().load(body)
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to create identifier: service rejected malformed payload')
+        if response.status_code == 403 or response.status_code == 405:
+            raise ForbiddenError(f'Failed to create identifier: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to create identifier: not found')
+        if response.status_code == 503:
+            raise ExternalSystemError(f'Failed to create identifier: external system rejected communication')
+        raise ResponseCodeError(
+            f'Failed to create identifier: response code: {response.status_code} is not 201 (CREATED)')
+
+    def suggest_identifier(self, uri: str) -> Identifier:
+        """
+        Suggest identifier metadata for a given identifier URI. Example: ROR, ORCID, ISNI, GND, DOI.
+
+        :param uri: The identifier URI.
+
+        :returns: The identifier, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the suggestion of the identifier.
+        :raises NotExistsError: If no metadata can be found or the identifier type is not supported.
+        """
+        url = f'/api/identifier?url={uri}'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return Identifier.schema().load(body)
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to suggest identifier: not found or not supported')
+        raise ResponseCodeError(f'Failed to suggest identifier: response code: {response.status_code} is not 200 (OK)')
+
+    def get_licenses(self) -> List[License]:
+        """
+        Get list of licenses allowed.
+
+        :returns: List of licenses, if successful.
+        """
+        url = f'/api/database/license'
+        response = self._wrapper(method="get", url=url)
+        if response.status_code == 200:
+            body = response.json()
+            return License.schema().load(body, many=True)
+        raise ResponseCodeError(f'Failed to get licenses: response code: {response.status_code} is not 200 (OK)')
+
+    def get_identifiers(self, ld: bool = False) -> List[Identifier] | str:
+        """
+        Get list of identifiers.
+
+        :param ld: If set to true, identifiers are requested as JSON-LD. Optional. Default: false.
+
+        :returns: List of identifiers, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval of the identifiers.
+        :raises NotExistsError: If the accept header is neither application/json nor application/ld+json.
+        """
+        url = f'/api/pid'
+        headers = None
+        if ld:
+            headers = {'Accept': 'application/ld+json'}
+        response = self._wrapper(method="get", url=url, headers=headers)
+        if response.status_code == 200:
+            if ld:
+                return response.json()
+            else:
+                body = response.json()
+                return Identifier.schema().load(body, many=True)
+        if response.status_code == 406:
+            raise MalformedError(
+                f'Failed to get identifiers: accept header must be application/json or application/ld+json')
+        raise ResponseCodeError(f'Failed to get identifiers: response code: {response.status_code} is not 200 (OK)')
+
+    def update_table_column(self, database_id: int, table_id: int, column_id: int, concept_uri: str = None,
+                            unit_uri: str = None) -> Column:
+        """
+        Update semantic information of a table column by given database id and table id and column id.
+
+        :param database_id: The database id.
+        :param table_id: The table id.
+        :param column_id: The column id.
+        :param concept_uri: The concept URI. Optional.
+        :param unit_uri: The unit URI. Optional.
+
+        :returns: The column, if successful.
+
+        :raises ResponseCodeError: If something went wrong with the retrieval of the identifiers.
+        :raises NotExistsError: If the accept header is neither application/json nor application/ld+json.
+        """
+        url = f'/api/database/{database_id}/table/{table_id}/column/{column_id}'
+        response = self._wrapper(method="put", url=url, force_auth=True,
+                                 payload=UpdateColumn(concept_uri=concept_uri, unit_uri=unit_uri))
+        if response.status_code == 202:
+            body = response.json()
+            return Column.schema().load(body)
+        if response.status_code == 400:
+            raise MalformedError(f'Failed to update column: service rejected malformed payload')
+        if response.status_code == 403:
+            raise ForbiddenError(f'Failed to update colum: not allowed')
+        if response.status_code == 404:
+            raise NotExistsError(f'Failed to update colum: not found')
+        raise ResponseCodeError(f'Failed to update colum: response code: {response.status_code} is not 202 (ACCEPTED)')
diff --git a/dbrepo-analyse-service/test/__init__.py b/lib/python/dbrepo/__init__.py
similarity index 100%
rename from dbrepo-analyse-service/test/__init__.py
rename to lib/python/dbrepo/__init__.py
diff --git a/Pipfile b/lib/python/dbrepo/api/__init__.py
similarity index 100%
rename from Pipfile
rename to lib/python/dbrepo/api/__init__.py
diff --git a/lib/python/dbrepo/api/dto.py b/lib/python/dbrepo/api/dto.py
new file mode 100644
index 0000000000..28b74db963
--- /dev/null
+++ b/lib/python/dbrepo/api/dto.py
@@ -0,0 +1,1096 @@
+from __future__ import annotations
+
+import datetime
+from enum import Enum
+from typing import List, Optional
+from dataclasses import dataclass, field
+from dataclasses_json import dataclass_json
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ImageDate:
+    id: int
+    example: str
+    database_format: str
+    unix_format: str
+    has_time: bool
+    created_at: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Image:
+    id: int
+    registry: str
+    name: str
+    version: str
+    dialect: str
+    driver_class: str
+    jdbc_method: str
+    default_port: int
+    date_formats: Optional[List[ImageDate]] = field(default_factory=list)
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ImageBrief:
+    id: int
+    name: str
+    version: str
+    jdbc_method: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateDatabase:
+    name: int
+    container_id: int
+    is_public: bool
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateUser:
+    username: str
+    email: str
+    password: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UpdateUser:
+    firstname: str
+    lastname: str
+    affiliation: str
+    orcid: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UserBrief:
+    id: str
+    username: str
+    name: str
+    orcid: str
+    qualified_name: str
+    given_name: str
+    family_name: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Container:
+    id: int
+    name: str
+    host: str
+    port: int
+    image: Image
+    created: str
+    internal_name: str
+    sidecar_host: str
+    sidecar_port: int
+    ui_host: Optional[str] = None
+    ui_port: Optional[int] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ContainerBrief:
+    id: int
+    name: str
+    image: ImageBrief
+    created: str
+    internal_name: str
+    running: Optional[bool] = None
+    hash: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ColumnBrief:
+    id: int
+    name: str
+    alias: str
+    database_id: int
+    table_id: int
+    internal_name: str
+    column_type: ColumnType
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class TableBrief:
+    id: int
+    name: str
+    description: str
+    owner: UserBrief
+    columns: List[ColumnBrief]
+    internal_name: str
+    is_versioned: bool
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UserAttributes:
+    theme: str
+    orcid: Optional[str] = None
+    affiliation: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class User:
+    id: str
+    username: str
+    attributes: UserAttributes
+    qualified_name: Optional[str] = None
+    given_name: Optional[str] = None
+    family_name: Optional[str] = None
+    name: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UpdateUserTheme:
+    theme: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UpdateUserPassword:
+    password: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UserBrief:
+    id: str
+    username: str
+    name: Optional[str] = None
+    orcid: Optional[str] = None
+    qualified_name: Optional[str] = None
+    given_name: Optional[str] = None
+    family_name: Optional[str] = None
+
+
+class AccessType(str, Enum):
+    """
+    Enumeration of database access.
+    """
+    READ = "read"
+    """The user can read all data."""
+
+    WRITE_OWN = "write_own"
+    """The user can write into self-owned tables and read all data."""
+
+    WRITE_ALL = "write_all"
+    """The user can write in all tables and read all data."""
+
+
+class ColumnType(str, Enum):
+    """
+    Enumeration of table column data types.
+    """
+    CHAR = "char"
+    VARCHAR = "varchar"
+    BINARY = "binary"
+    VARBINARY = "varbinary"
+    TINYBLOB = "tinyblob"
+    TINYTEXT = "tinytext"
+    TEXT = "text"
+    BLOB = "blob"
+    MEDIUMTEXT = "mediumtext"
+    MEDIUMBLOB = "mediumblob"
+    LONGTEXT = "longtext"
+    LONGBLOB = "longblob"
+    ENUM = "enum"
+    SET = "set"
+    BIT = "bit"
+    TINYINT = "tinyint"
+    BOOL = "bool"
+    SMALLINT = "smallint"
+    MEDIUMINT = "mediumint"
+    INT = "int"
+    BIGINT = "bigint"
+    FLOAT = "float"
+    DOUBLE = "double"
+    DECIMAL = "decimal"
+    DATE = "date"
+    DATETIME = "datetime"
+    TIMESTAMP = "timestamp"
+    TIME = "time"
+    YEAR = "year"
+
+
+class Language(str, Enum):
+    """
+    Enumeration of languages.
+    """
+    AB = "ab"
+    AA = "aa"
+    AF = "af"
+    AK = "ak"
+    SQ = "sq"
+    AM = "am"
+    AR = "ar"
+    AN = "an"
+    HY = "hy"
+    AS = "as"
+    AV = "av"
+    AE = "ae"
+    AY = "ay"
+    AZ = "az"
+    BM = "bm"
+    BA = "ba"
+    EU = "eu"
+    BE = "be"
+    BN = "bn"
+    BH = "bh"
+    BI = "bi"
+    BS = "bs"
+    BR = "br"
+    BG = "bg"
+    MY = "my"
+    CA = "ca"
+    KM = "km"
+    CH = "ch"
+    CE = "ce"
+    NY = "ny"
+    ZH = "zh"
+    CU = "cu"
+    CV = "cv"
+    KW = "kw"
+    CO = "co"
+    CR = "cr"
+    HR = "hr"
+    CS = "cs"
+    DA = "da"
+    DV = "dv"
+    NL = "nl"
+    DZ = "dz"
+    EN = "en"
+    EO = "eo"
+    ET = "et"
+    EE = "ee"
+    FO = "fo"
+    FJ = "fj"
+    FI = "fi"
+    FR = "fr"
+    FF = "ff"
+    GD = "gd"
+    GL = "gl"
+    LG = "lg"
+    KA = "ka"
+    DE = "de"
+    KI = "ki"
+    EL = "el"
+    KL = "kl"
+    GN = "gn"
+    GU = "gu"
+    HT = "ht"
+    HA = "ha"
+    HE = "he"
+    HZ = "hz"
+    HI = "hi"
+    HO = "ho"
+    HU = "hu"
+    IS = "is"
+    IO = "io"
+    IG = "ig"
+    ID = "id"
+    IA = "ia"
+    IE = "ie"
+    IU = "iu"
+    IK = "ik"
+    GA = "ga"
+    IT = "it"
+    JA = "ja"
+    JV = "jv"
+    KN = "kn"
+    KR = "kr"
+    KS = "ks"
+    KK = "kk"
+    RW = "rw"
+    KV = "kv"
+    KG = "kg"
+    KO = "ko"
+    KJ = "kj"
+    KU = "ku"
+    KY = "ky"
+    LO = "lo"
+    LA = "la"
+    LV = "lv"
+    LB = "lb"
+    LI = "li"
+    LN = "ln"
+    LT = "lt"
+    LU = "lu"
+    MK = "mk"
+    MG = "mg"
+    MS = "ms"
+    ML = "ml"
+    MT = "mt"
+    GV = "gv"
+    MI = "mi"
+    MR = "mr"
+    MH = "mh"
+    RO = "ro"
+    MN = "mn"
+    NA = "na"
+    NV = "nv"
+    ND = "nd"
+    NG = "ng"
+    NE = "ne"
+    SE = "se"
+    NO = "no"
+    NB = "nb"
+    NN = "nn"
+    II = "ii"
+    OC = "oc"
+    OJ = "oj"
+    OR = "or"
+    OM = "om"
+    OS = "os"
+    PI = "pi"
+    PA = "pa"
+    PS = "ps"
+    FA = "fa"
+    PL = "pl"
+    PT = "pt"
+    QU = "qu"
+    RM = "rm"
+    RN = "rn"
+    RU = "ru"
+    SM = "sm"
+    SG = "sg"
+    SA = "sa"
+    SC = "sc"
+    SR = "sr"
+    SN = "sn"
+    SD = "sd"
+    SI = "si"
+    SK = "sk"
+    SL = "sl"
+    SO = "so"
+    ST = "st"
+    NR = "nr"
+    ES = "es"
+    SU = "su"
+    SW = "sw"
+    SS = "ss"
+    SV = "sv"
+    TL = "tl"
+    TY = "ty"
+    TG = "tg"
+    TA = "ta"
+    TT = "tt"
+    TE = "te"
+    TH = "th"
+    BO = "bo"
+    TI = "ti"
+    TO = "to"
+    TS = "ts"
+    TN = "tn"
+    TR = "tr"
+    TK = "tk"
+    TW = "tw"
+    UG = "ug"
+    UK = "uk"
+    UR = "ur"
+    UZ = "uz"
+    VE = "ve"
+    VI = "vi"
+    VO = "vo"
+    WA = "wa"
+    CY = "cy"
+    FY = "fy"
+    WO = "wo"
+    XH = "xh"
+    YI = "yi"
+    YO = "yo"
+    ZA = "za"
+    ZU = "zu"
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class DatabaseAccess:
+    type: AccessType
+    user: User
+    created: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateAccess:
+    type: AccessType
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UpdateAccess:
+    type: AccessType
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class IdentifierTitle:
+    id: int
+    title: str
+    language: Optional[Language] = None
+    type: Optional[TitleType] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateIdentifierTitle:
+    title: str
+    language: Optional[Language] = None
+    type: Optional[TitleType] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class IdentifierDescription:
+    id: int
+    description: str
+    language: Optional[Language] = None
+    type: Optional[DescriptionType] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateIdentifierDescription:
+    description: str
+    language: Optional[Language] = None
+    type: Optional[DescriptionType] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class IdentifierFunder:
+    id: int
+    funder_name: str
+    funder_identifier: Optional[str] = None
+    funder_identifier_type: Optional[str] = None
+    scheme_uri: Optional[str] = None
+    award_number: Optional[str] = None
+    award_title: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateIdentifierFunder:
+    funder_name: str
+    funder_identifier: Optional[str] = None
+    funder_identifier_type: Optional[str] = None
+    scheme_uri: Optional[str] = None
+    award_number: Optional[str] = None
+    award_title: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class License:
+    identifier: str
+    uri: str
+    description: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateData:
+    data: dict
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UpdateData:
+    data: dict
+    keys: dict
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class DeleteData:
+    keys: dict
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Import:
+    location: str
+    separator: str
+    quote: Optional[str] = None
+    skip_lines: Optional[int] = None
+    false_element: Optional[bool] = None
+    true_element: Optional[bool] = None
+    null_element: Optional[str] = None
+    line_termination: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UpdateColumn:
+    concept_uri: Optional[str] = None
+    unit_uri: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ModifyVisibility:
+    is_public: bool
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ModifyOwner:
+    id: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateTable:
+    name: str
+    constraints: CreateTableConstraints
+    columns: List[CreateTableColumn] = field(default_factory=list)
+    description: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateTableColumn:
+    name: str
+    type: ColumnType
+    primary_key: bool
+    null_allowed: bool
+    index_length: Optional[int] = None
+    size: Optional[int] = None
+    d: Optional[int] = None
+    dfid: Optional[int] = None
+    enums: Optional[List[str]] = None
+    sets: Optional[List[str]] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateTableConstraints:
+    uniques: List[List[str]] = field(default_factory=list)
+    checks: List[str] = field(default_factory=list)
+    foreign_keys: List[CreateForeignKey] = field(default_factory=list)
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class IdentifierCreator:
+    id: int
+    creator_name: str
+    firstname: Optional[str] = None
+    lastname: Optional[str] = None
+    affiliation: Optional[str] = None
+    name_type: Optional[str] = None
+    name_identifier: Optional[str] = None
+    name_identifier_scheme: Optional[str] = None
+    name_identifier_scheme_uri: Optional[str] = None
+    affiliation_identifier: Optional[str] = None
+    affiliation_identifier_scheme: Optional[str] = None
+    affiliation_identifier_scheme_uri: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateIdentifierCreator:
+    creator_name: str
+    firstname: Optional[str] = None
+    lastname: Optional[str] = None
+    affiliation: Optional[str] = None
+    name_type: Optional[str] = None
+    name_identifier: Optional[str] = None
+    name_identifier_scheme: Optional[str] = None
+    name_identifier_scheme_uri: Optional[str] = None
+    affiliation_identifier: Optional[str] = None
+    affiliation_identifier_scheme: Optional[str] = None
+    affiliation_identifier_scheme_uri: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class RelatedIdentifier:
+    id: int
+    value: str
+    type: RelatedIdentifierType
+    relation: RelatedIdentifierRelation
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateRelatedIdentifier:
+    value: str
+    type: RelatedIdentifierType
+    relation: RelatedIdentifierRelation
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateIdentifier:
+    type: IdentifierType
+    creators: List[CreateIdentifierCreator]
+    publication_year: int
+    titles: Optional[List[CreateIdentifierTitle]] = field(default_factory=list)
+    descriptions: Optional[List[CreateIdentifierTitle]] = field(default_factory=list)
+    funders: Optional[List[CreateIdentifierFunder]] = field(default_factory=list)
+    doi: Optional[str] = None
+    publisher: Optional[str] = None
+    language: Optional[str] = None
+    licenses: Optional[List[License]] = field(default_factory=list)
+    database_id: Optional[int] = None
+    query_id: Optional[int] = None
+    table_id: Optional[int] = None
+    view_id: Optional[int] = None
+    query: Optional[str] = None
+    query_normalized: Optional[str] = None
+    execution: Optional[str] = None
+    related_identifiers: Optional[List[CreateRelatedIdentifier]] = field(default_factory=list)
+    result_hash: Optional[str] = None
+    result_number: Optional[int] = None
+    publication_day: Optional[int] = None
+    publication_month: Optional[int] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Identifier:
+    id: int
+    type: IdentifierType
+    creators: List[IdentifierCreator]
+    created: str
+    publication_year: int
+    last_modified: str
+    titles: Optional[List[IdentifierTitle]] = field(default_factory=list)
+    descriptions: Optional[List[IdentifierDescription]] = field(default_factory=list)
+    funders: Optional[List[IdentifierFunder]] = field(default_factory=list)
+    doi: Optional[str] = None
+    publisher: Optional[str] = None
+    language: Optional[str] = None
+    licenses: Optional[List[License]] = field(default_factory=list)
+    database_id: Optional[int] = None
+    query_id: Optional[int] = None
+    table_id: Optional[int] = None
+    view_id: Optional[int] = None
+    query: Optional[str] = None
+    query_normalized: Optional[str] = None
+    execution: Optional[str] = None
+    related_identifiers: Optional[List[RelatedIdentifier]] = field(default_factory=list)
+    result_hash: Optional[str] = None
+    result_number: Optional[int] = None
+    publication_day: Optional[int] = None
+    publication_month: Optional[int] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class View:
+    id: int
+    database_id: int
+    name: str
+    query: str
+    query_hash: str
+    created: str
+    creator: User
+    internal_name: str
+    is_public: bool
+    initial_view: bool
+    last_modified: str
+    identifiers: List[Identifier] = field(default_factory=list)
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateView:
+    name: str
+    query: str
+    is_public: bool
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Result:
+    result: List[any]
+    headers: List[str]
+    id: Optional[int] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ViewBrief:
+    id: int
+    database_id: int
+    name: str
+    identifier: List[Identifier]
+    query: str
+    query_hash: str
+    created: str
+    creator: User
+    internal_name: str
+    is_public: bool
+    initial_view: bool
+    last_modified: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ColumnBrief:
+    id: int
+    name: str
+    alias: str
+    database_id: int
+    table_id: int
+    internal_name: str
+    column_type: str
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Concept:
+    id: int
+    uri: str
+    created: str
+    columns: List[ColumnBrief] = field(default_factory=list)
+    name: Optional[str] = None
+    description: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class DatatypeAnalysis:
+    separator: str
+    columns: dict[str, ColumnType]
+    line_termination: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class KeyAnalysis:
+    keys: dict[str, int]
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ColumnStatistic:
+    val_min: float
+    val_max: float
+    mean: float
+    median: float
+    std_dev: float
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class TableStatistics:
+    columns: dict[str, ColumnStatistic]
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Unit:
+    id: int
+    uri: str
+    created: str
+    columns: List[ColumnBrief] = field(default_factory=list)
+    name: Optional[str] = None
+    description: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ExecuteQuery:
+    statement: str
+    timestamp: datetime.datetime
+
+
+class TitleType(str, Enum):
+    """
+    Enumeration of identifier title types.
+    """
+    ALTERNATIVE_TITLE = "AlternativeTitle"
+    SUBTITLE = "Subtitle"
+    TRANSLATED_TITLE = "TranslatedTitle"
+    OTHER = "Other"
+
+
+class RelatedIdentifierType(str, Enum):
+    """
+    Enumeration of related identifier types.
+    """
+    DOI = "DOI"
+    URL = "URL"
+    URN = "URN"
+    ARK = "ARK"
+    ARXIV = "arXiv"
+    BIBCODE = "bibcode"
+    EAN13 = "EAN13"
+    EISSN = "EISSN"
+    HANDLE = "Handle"
+    IGSN = "IGSN"
+    ISBN = "ISBN"
+    ISTC = "ISTC"
+    LISSN = "LISSN"
+    LSID = "LSID"
+    PMID = "PMID"
+    PURL = "PURL"
+    UPC = "UPC"
+    W3ID = "w3id"
+
+
+class RelatedIdentifierRelation(str, Enum):
+    """
+    Enumeration of related identifier types.
+    """
+    IS_CITED_BY = "IsCitedBy"
+    CITES = "Cites"
+    IS_SUPPLEMENT_TO = "IsSupplementTo"
+    IS_SUPPLEMENTED_BY = "IsSupplementedBy"
+    IS_CONTINUED_BY = "IsContinuedBy"
+    CONTINUES = "Continues"
+    IS_DESCRIBED_BY = "IsDescribedBy"
+    DESCRIBES = "Describes"
+    HAS_METADATA = "HasMetadata"
+    IS_METADATA_FOR = "IsMetadataFor"
+    HAS_VERSION = "HasVersion"
+    IS_VERSION_OF = "IsVersionOf"
+    IS_NEW_VERSION_OF = "IsNewVersionOf"
+    IS_PREVIOUS_VERSION_OF = "IsPreviousVersionOf"
+    IS_PART_OF = "IsPartOf"
+    HAS_PART = "HasPart"
+    IS_PUBLISHED_IN = "IsPublishedIn"
+    IS_REFERENCED_BY = "IsReferencedBy"
+    REFERENCES = "References"
+    IS_DOCUMENTED_BY = "IsDocumentedBy"
+    DOCUMENTS = "Documents"
+    IS_COMPILED_BY = "IsCompiledBy"
+    COMPILES = "Compiles"
+    IS_VARIANT_FORM_OF = "IsVariantFormOf"
+    IS_ORIGINAL_FORM_OF = "IsOriginalFormOf"
+    IS_IDENTICAL_TO = "IsIdenticalTo"
+    IS_REVIEWED_BY = "IsReviewedBy"
+    REVIEWS = "Reviews"
+    IS_DERIVED_FROM = "IsDerivedFrom"
+    IS_SOURCE_OF = "IsSourceOf"
+    IS_REQUIRED_BY = "IsRequiredBy"
+    REQUIRES = "Requires"
+    IS_OBSOLETED_BY = "IsObsoletedBy"
+    OBSOLETES = "Obsoletes"
+
+
+class DescriptionType(str, Enum):
+    """
+    Enumeration of identifier description types.
+    """
+    ABSTRACT = "Abstract"
+    METHODS = "Methods"
+    SERIES_INFORMATION = "SeriesInformation"
+    TABLE_OF_CONTENTS = "TableOfContents"
+    TECHNICAL_INFO = "TechnicalInfo"
+    OTHER = "Other"
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class IdentifierTitle:
+    """
+    Title of an identifier. See external documentation: https://support.datacite.org/docs/datacite-metadata-schema-v44-mandatory-properties#3-title.
+    """
+    id: int
+    title: str
+    language: Optional[str] = None
+    type: Optional[str] = None
+
+
+class QueryType(str, Enum):
+    """
+    Enumeration of query types.
+    """
+    VIEW = "view"
+    """The query was executed as part of a view."""
+
+    QUERY = "query"
+    """The query was executed as subset."""
+
+
+class IdentifierType(str, Enum):
+    """
+    Enumeration of identifier types.
+    """
+    VIEW = "view"
+    """The identifier is identifying a view."""
+
+    SUBSET = "subset"
+    """The identifier is identifying a subset."""
+
+    DATABASE = "database"
+    """The identifier is identifying a database."""
+
+    TABLE = "table"
+    """The identifier is identifying a table."""
+
+
+class IdentifierType(str, Enum):
+    """
+    Enumeration of identifier types.
+    """
+    TABLE = "table"
+    """The identifier identifies a table."""
+
+    DATABASE = "database"
+    """The identifier identifies a database."""
+
+    VIEW = "view"
+    """The identifier identifies a view."""
+
+    SUBSET = "subset"
+    """The identifier identifies a subset."""
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Query:
+    id: int
+    creator: User
+    execution: str
+    query: str
+    type: QueryType
+    created: str
+    database_id: int
+    query_hash: str
+    is_persisted: bool
+    result_hash: str
+    query_normalized: str
+    last_modified: str
+    result_number: Optional[int] = None
+    identifiers: List[Identifier] = field(default_factory=list)
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class UpdateQuery:
+    persist: bool
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Column:
+    id: int
+    name: str
+    database_id: int
+    table_id: int
+    internal_name: str
+    auto_generated: bool
+    is_primary_key: bool
+    column_type: ColumnType
+    is_public: bool
+    is_null_allowed: bool
+    alias: Optional[str] = None
+    size: Optional[int] = None
+    d: Optional[int] = None
+    mean: Optional[float] = None
+    median: Optional[float] = None
+    concept: Optional[Concept] = None
+    unit: Optional[Unit] = None
+    enums: Optional[List[str]] = field(default_factory=list)
+    sets: Optional[List[str]] = field(default_factory=list)
+    date_format: Optional[ImageDate] = None
+    index_length: Optional[int] = None
+    length: Optional[int] = None
+    data_length: Optional[int] = None
+    max_data_length: Optional[int] = None
+    num_rows: Optional[int] = None
+    val_min: Optional[float] = None
+    val_max: Optional[float] = None
+    std_dev: Optional[float] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Table:
+    id: int
+    database_id: int
+    name: str
+    creator: User
+    owner: User
+    created: str
+    columns: List[Column]
+    constraints: Constraints
+    internal_name: str
+    is_versioned: bool
+    created_by: str
+    queue_name: str
+    routing_key: str
+    is_public: bool
+    identifiers: Optional[List[Identifier]] = field(default_factory=list)
+    description: Optional[str] = None
+    queue_type: Optional[str] = None
+    num_rows: Optional[int] = None
+    data_length: Optional[int] = None
+    max_data_length: Optional[int] = None
+    avg_row_length: Optional[int] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Database:
+    id: int
+    name: str
+    creator: User
+    owner: User
+    contact: User
+    created: str
+    exchange_name: str
+    internal_name: str
+    is_public: bool
+    container: Container
+    identifiers: Optional[List[Identifier]] = field(default_factory=list)
+    subsets: Optional[List[Identifier]] = field(default_factory=list)
+    description: Optional[str] = None
+    tables: Optional[List[Table]] = field(default_factory=list)
+    views: Optional[List[View]] = field(default_factory=list)
+    image: Optional[str] = None
+    accesses: Optional[List[DatabaseAccess]] = field(default_factory=list)
+    exchange_type: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Unique:
+    uid: int
+    table: Table
+    columns: List[Column]
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class ForeignKey:
+    name: str
+    columns: List[Column]
+    referenced_table: Table
+    referenced_columns: List[Column]
+    on_update: Optional[str] = None
+    on_delete: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class CreateForeignKey:
+    columns: List[Column]
+    referenced_table: Table
+    referenced_columns: List[Column]
+    on_update: Optional[str] = None
+    on_delete: Optional[str] = None
+
+
+@dataclass_json
+@dataclass(init=True, eq=True)
+class Constraints:
+    uniques: Optional[List[Unique]] = None
+    foreign_keys: Optional[List[ForeignKey]] = None
+    checks: Optional[List[str]] = None
diff --git a/lib/python/dbrepo/api/exceptions.py b/lib/python/dbrepo/api/exceptions.py
new file mode 100644
index 0000000000..a606a4fc7b
--- /dev/null
+++ b/lib/python/dbrepo/api/exceptions.py
@@ -0,0 +1,82 @@
+class ResponseCodeError(Exception):
+    """
+    The response code is different from the expected one.
+    """
+    pass
+
+
+class UsernameExistsError(Exception):
+    """
+    The username is already in use by another user.
+    """
+    pass
+
+
+class EmailExistsError(Exception):
+    """
+    The e-mail address is already in use by another user.
+    """
+    pass
+
+
+class NameExistsError(Exception):
+    """
+    The resource with this name exists.
+    """
+    pass
+
+
+class NotExistsError(Exception):
+    """
+    The resource was not found.
+    """
+    pass
+
+
+class ForbiddenError(Exception):
+    """
+    The action is not allows.
+    """
+    pass
+
+
+class MalformedError(Exception):
+    """
+    The data is malformed.
+    """
+    pass
+
+
+class QueryStoreError(Exception):
+    """
+    The data is malformed.
+    """
+    pass
+
+
+class MetadataConsistencyError(Exception):
+    """
+    The service expected metadata that is not present.
+    """
+    pass
+
+
+class ExternalSystemError(Exception):
+    """
+    The service could not communicate with the external system.
+    """
+    pass
+
+
+class AuthenticationError(Exception):
+    """
+    The action requires authentication.
+    """
+    pass
+
+
+class UploadError(Exception):
+    """
+    The upload was not successful.
+    """
+    pass
diff --git a/lib/python/debug.py b/lib/python/debug.py
new file mode 100644
index 0000000000..433a9e57ee
--- /dev/null
+++ b/lib/python/debug.py
@@ -0,0 +1,6 @@
+from dbrepo.RestClient import RestClient
+from python.dbrepo.api.dto import AccessType
+
+client = RestClient(endpoint="https://test.dbrepo.tuwien.ac.at", username="foo",
+                    password="bar")
+client.delete_database_access()
diff --git a/lib/python/docs/Makefile b/lib/python/docs/Makefile
new file mode 100644
index 0000000000..d4bb2cbb9e
--- /dev/null
+++ b/lib/python/docs/Makefile
@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = .
+BUILDDIR      = _build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/lib/python/docs/conf.py b/lib/python/docs/conf.py
new file mode 100644
index 0000000000..4d955a3a4c
--- /dev/null
+++ b/lib/python/docs/conf.py
@@ -0,0 +1,54 @@
+import os
+import sys
+import datetime
+
+sys.path.insert(0, os.path.abspath(".."))
+sys.path.append(os.path.abspath("../dbrepo"))
+
+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+project = "dbrepo"
+current_year = datetime.date.today().year
+copyright = f'{current_year} the DBRepo Developers'
+author = "Martin Weise"
+release = "__APPVERSION__"
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+extensions = ["sphinx.ext.autodoc", "sphinx.ext.coverage", "sphinx.ext.napoleon"]
+templates_path = ["templates"]
+exclude_patterns = ["build", "Thumbs.db", ".DS_Store", "debug.py", "setup.py"]
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = "furo"
+html_title = f"DBRepo Python Library {release} documentation"
+html_logo_width = 200
+html_static_path = ["static"]
+html_theme_options = {
+    "light_logo": "theme_light_logo.png",
+    "dark_logo": "theme_dark_logo.png"
+}
+html_css_files = [
+    "css/custom.css",
+]
+html_output_encoding = 'utf-8'
+html_show_sourcelink = False
+html_sidebars = {
+    "**": [
+        "sidebar/brand.html",
+        "sidebar/search.html",
+        "sidebar/scroll-start.html",
+        "sidebar/feedback.html",
+        "sidebar/navigation.html",
+        "sidebar/scroll-end.html",
+    ]
+}
diff --git a/lib/python/docs/guide/amqp-client.rst b/lib/python/docs/guide/amqp-client.rst
new file mode 100644
index 0000000000..0bb970292c
--- /dev/null
+++ b/lib/python/docs/guide/amqp-client.rst
@@ -0,0 +1,9 @@
+AMQP Client
+===========
+
+.. warning::
+   This documentation is a work in progress.
+
+.. automodule:: dbrepo.AmqpClient
+    :members:
+    :no-index:
diff --git a/lib/python/docs/guide/rest-client.rst b/lib/python/docs/guide/rest-client.rst
new file mode 100644
index 0000000000..4af546168d
--- /dev/null
+++ b/lib/python/docs/guide/rest-client.rst
@@ -0,0 +1,9 @@
+REST Client
+===========
+
+.. warning::
+   This documentation is a work in progress.
+
+.. automodule:: dbrepo.RestClient
+    :members:
+    :no-index:
diff --git a/lib/python/docs/index.rst b/lib/python/docs/index.rst
new file mode 100644
index 0000000000..e084d4c3b2
--- /dev/null
+++ b/lib/python/docs/index.rst
@@ -0,0 +1,36 @@
+DBRepo Python Library
+=====================
+
+.. image:: https://gitlab.phaidra.org/fair-data-austria-db-repository/fda-services/-/badges/release.svg
+    :alt: DBRepo latest release version
+    :target: https://gitlab.phaidra.org/fair-data-austria-db-repository/fda-services
+
+.. image:: https://img.shields.io/pypi/dm/dbrepo
+    :alt: PyPI downloads per month
+    :target: https://pypi.org/project/dbrepo/__APPVERSION__/
+
+.. warning::
+   This documentation is a work in progress.
+
+REST Client
+-----------
+
+.. toctree::
+   :maxdepth: 2
+
+   guide/rest-client
+
+AMQP Client
+-----------
+
+.. toctree::
+   :maxdepth: 2
+
+   guide/amqp-client
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
diff --git a/lib/python/docs/make.bat b/lib/python/docs/make.bat
new file mode 100644
index 0000000000..32bb24529f
--- /dev/null
+++ b/lib/python/docs/make.bat
@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=.
+set BUILDDIR=_build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd
diff --git a/lib/python/docs/source/dbrepo.api.rst b/lib/python/docs/source/dbrepo.api.rst
new file mode 100644
index 0000000000..07eb0f4078
--- /dev/null
+++ b/lib/python/docs/source/dbrepo.api.rst
@@ -0,0 +1,29 @@
+dbrepo.api package
+==================
+
+Submodules
+----------
+
+dbrepo.api.dto module
+---------------------
+
+.. automodule:: dbrepo.api.dto
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+dbrepo.api.exceptions module
+----------------------------
+
+.. automodule:: dbrepo.api.exceptions
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Module contents
+---------------
+
+.. automodule:: dbrepo.api
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/lib/python/docs/source/dbrepo.rst b/lib/python/docs/source/dbrepo.rst
new file mode 100644
index 0000000000..e8febe7083
--- /dev/null
+++ b/lib/python/docs/source/dbrepo.rst
@@ -0,0 +1,29 @@
+dbrepo package
+==============
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   dbrepo.api
+
+Submodules
+----------
+
+dbrepo.RestClient module
+------------------------
+
+.. automodule:: dbrepo.RestClient
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Module contents
+---------------
+
+.. automodule:: dbrepo
+   :members:
+   :undoc-members:
+   :show-inheritance:
diff --git a/lib/python/docs/source/modules.rst b/lib/python/docs/source/modules.rst
new file mode 100644
index 0000000000..ebd6fa8799
--- /dev/null
+++ b/lib/python/docs/source/modules.rst
@@ -0,0 +1,7 @@
+dbrepo
+======
+
+.. toctree::
+   :maxdepth: 4
+
+   dbrepo
diff --git a/lib/python/docs/static/css/custom.css b/lib/python/docs/static/css/custom.css
new file mode 100644
index 0000000000..a865897410
--- /dev/null
+++ b/lib/python/docs/static/css/custom.css
@@ -0,0 +1,105 @@
+/* Prevents two-dimensional scrolling and content loss. */
+h1, code, li {
+    overflow-wrap: break-word;
+}
+/* Provides padding to push down the "breadcrumb" navigation in nested pages. */
+.content{
+    padding: 1em 3em;
+}
+/* Improves spacing around custom sidebar section*/
+.sidebar-div{
+    margin: var(--sidebar-caption-space-above) 0 0 0;
+    padding: var(--sidebar-item-spacing-vertical) var(--sidebar-item-spacing-horizontal);
+}
+/* Custom sidebar heading text. Example: Feedback Section heading. */
+.sidebar-heading{
+    color: var(--color-sidebar-caption-text);
+    font-size: var(--font-size--normal);
+    font-weight: 700;
+}
+/* Improves text used in custom sidebar section. Example: Feedback section content.*/
+.sidebar-text{
+    color: var(--color-sidebar-caption-text);
+    font-size: var(--sidebar-item-font-size);
+    line-height: 1.4;
+}
+/* Removes empty space above the sidebar-tree (under "Feedback" section) */
+.sidebar-tree{
+    margin-top: 0px;
+}
+/* Adds padding around AWS Logo in the left sidebar. */
+.sidebar-logo{
+    padding: 5% 15%;
+}
+/* Hides a div by default. */
+.show-div-sm {
+    display: none;
+}
+/* Hides a div by default. */
+.show-div-md {
+    display: none;
+}
+/* Positions items starting from the right. */
+.justify-content-right {
+    justify-content: right;
+}
+/* Positions items starting from the left. */
+.justify-content-left {
+    justify-content: left;
+}
+/* Hides the sidebar and prevents keyboard users from focusing on elements. */
+.hide-sidebar {
+    visibility: hidden;
+}
+/* Hides the icon by default and applies relevant styling. */
+.nav-close-icon{
+    color: var(--color-foreground-secondary);
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    cursor: pointer;
+}
+/* Safeguard for ensuring menus are always visible on larger screens. */
+@media (min-width: 82em) {
+    .hide-sidebar {
+        visibility: visible;
+    }
+}
+/* We only want to show the close-icon on medium-small screens. */
+@media (max-width: 67em) {
+    /* Displays a div on a small screen. */
+    .show-div-sm {
+        display: flex;
+    }
+}
+@media (max-width: 82em) {
+     /* Displays a div on a medium screen. */
+    .show-div-md {
+        display: flex;
+    }
+}
+/* Apply furo styled admonition titles for <h3>. */
+h3.admonition-title {
+  position: relative;
+  margin: 0 -0.5rem 0.5rem;
+  padding-left: 2.5rem;
+  padding-right: .5rem;
+  padding-top: .4rem;
+  padding-bottom: .4rem;
+  font-weight: 700;
+  font-size: 1.5em;
+  line-height: 1.25;
+  border-radius: unset;
+  background-color: var(--color-admonition-title-background);
+}
+/* Apply furo styled admonition icons before <h3>. */
+h3.admonition-title::before {
+    content: "";
+    position: absolute;
+    left: 0.5rem;
+    width: 1.5rem;
+    height: 1.5rem;
+    background-color: var(--color-admonition-title);
+    mask-image: var(--icon-admonition-default);
+    mask-repeat: no-repeat;
+}
\ No newline at end of file
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zum%`5{Amsm2c@l)ZzU#|(p?{X>3Q&yVRzev`WGTLpc6M43cc=nwfNbdE3oQ%@R9=(
zCx@2?ie8aksShf}XH2hN{A$_kus;b+%Q<^)eNbxoRctB_ij*^6A?A0l_?g=sylmLB
zYJr_hYe3sXW(Ed_-ShemEt|b+wwijytV<bUSNu3ix4jYvr81ty8(zL!ci`lkWywM|
zXD_VtTJht2b=xG6CR4e$ExuZ_)7(FVT*y$n;>WR63RFiF?KI_@{Vp$V_nxf$H2)7K
z>Wi~h6fYKdWxIJH$p7mWEy@hNU=rW7oYkuE>93uE5~WolZb$3)UwqpHN;f%ccn@#b
zr=1a1&UH75W1f)I))#Z{h<eSHi(RUv$-uyHL+;<+;Eg5a*X!*APfqE6u+nMwt#4)3
w>%W&WGB7OA^e=1mjt12o+1=VkJcs|Y|87axaQ;^}DCihGUHx3vIVCg!0079YUjP6A

literal 0
HcmV?d00001

diff --git a/lib/python/docs/templates/sidebar/feedback.html b/lib/python/docs/templates/sidebar/feedback.html
new file mode 100644
index 0000000000..d53ef29b9c
--- /dev/null
+++ b/lib/python/docs/templates/sidebar/feedback.html
@@ -0,0 +1,7 @@
+<div class="sidebar-div">
+    <p class="sidebar-heading">Feedback</p>
+    <p class="sidebar-text">
+        Do you have a suggestion to improve this library or DBRepo?
+        <a href="https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/contact/#team">Give us feedback</a>.
+    </p>
+</div>
\ No newline at end of file
diff --git a/lib/python/pyproject.toml b/lib/python/pyproject.toml
new file mode 100644
index 0000000000..34fa50c5f3
--- /dev/null
+++ b/lib/python/pyproject.toml
@@ -0,0 +1,39 @@
+[project]
+name = "dbrepo"
+version = "__APPVERSION__"
+description = "DBRepo Python Library"
+keywords = [
+    "DBRepo",
+    "Database Repository"
+]
+authors = [
+    { name = "Martin Weise, TU Wien", email = "martin.weise@tuwien.ac.at" }
+]
+readme = "README.md"
+license = { file = "LICENSE" }
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Topic :: Software Development :: Libraries",
+    "Programming Language :: Python :: 3.11",
+    "Operating System :: OS Independent",
+    "License :: OSI Approved :: Apache Software License",
+]
+requires-python = ">=3.11"
+dependencies = [
+    "requests >= 2.31",
+    "dataclasses",
+    "dataclasses-json",
+    "tuspy"
+]
+
+[build-system]
+requires = [
+    "setuptools >= 61.0"
+]
+build-backend = "setuptools.build_meta"
+
+[project.urls]
+Homepage = "https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.2/"
+Documentation = "https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.2/sphinx/"
+Issues = "https://gitlab.phaidra.org/fair-data-austria-db-repository/fda-services/-/issues"
+Source = "https://gitlab.phaidra.org/fair-data-austria-db-repository/fda-services/"
\ No newline at end of file
diff --git a/lib/python/sensor.csv b/lib/python/sensor.csv
new file mode 100644
index 0000000000..9a3b18d2d9
--- /dev/null
+++ b/lib/python/sensor.csv
@@ -0,0 +1,5 @@
+date,precipitation,lat,lng
+2024-03-19,1.3,48.19482170115862,16.370144073925285
+2024-03-20,3.4,48.19482170115862,16.370144073925285
+2024-03-21,0,48.19482170115862,16.370144073925285
+2024-03-22,0,48.19482170115862,16.370144073925285
\ No newline at end of file
diff --git a/lib/python/setup.py b/lib/python/setup.py
new file mode 100644
index 0000000000..5f1c4834b4
--- /dev/null
+++ b/lib/python/setup.py
@@ -0,0 +1,14 @@
+#!/usr/bin/env python3
+from distutils.core import setup
+
+setup(name="dbrepo",
+      version="__APPVERSION__",
+      description="A library for communicating with DBRepo",
+      url="https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//",
+      author="Martin Weise",
+      license="Apache-2.0",
+      author_email="martin.weise@tuwien.ac.at",
+      packages=[
+            "dbrepo",
+            "dbrepo.api"
+      ])
diff --git a/lib/python/test.sh b/lib/python/test.sh
new file mode 100644
index 0000000000..532d9a58d1
--- /dev/null
+++ b/lib/python/test.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+source ./lib/python/venv/bin/activate
+cd ./lib/python/ && coverage run -m pytest tests/*.py --junitxml=report.xml && coverage html --omit="test/*" && coverage report --omit="test/*" > ./coverage.txt
\ No newline at end of file
diff --git a/lib/python/tests/test_analyse.py b/lib/python/tests/test_analyse.py
new file mode 100644
index 0000000000..a6e98e491c
--- /dev/null
+++ b/lib/python/tests/test_analyse.py
@@ -0,0 +1,24 @@
+import unittest
+import requests_mock
+import dataclasses
+
+from dbrepo.RestClient import RestClient
+
+from dbrepo.api.dto import KeyAnalysis
+
+
+class AnalyseTest(unittest.TestCase):
+
+    def test_analyse_keys_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = KeyAnalysis(keys={'id': 0, 'firstname': 1, 'lastname': 2})
+            # mock
+            mock.get('/api/analyse/keys', json=dataclasses.asdict(exp), status_code=202)
+            # test
+            response = RestClient().analyse_keys(file_path='f705a7bd0cb2d5e37ab2b425036810a2', separator=',',
+                                                 upload=False)
+            self.assertEqual(exp, response)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/lib/python/tests/test_database.py b/lib/python/tests/test_database.py
new file mode 100644
index 0000000000..06efc661e8
--- /dev/null
+++ b/lib/python/tests/test_database.py
@@ -0,0 +1,572 @@
+import unittest
+import requests_mock
+import dataclasses
+
+from dbrepo.RestClient import RestClient
+
+from dbrepo.api.dto import Database, User, Container, Image, UserAttributes, DatabaseAccess, AccessType
+from dbrepo.api.exceptions import ResponseCodeError, NotExistsError, ForbiddenError, MalformedError, AuthenticationError
+
+
+class DatabaseTest(unittest.TestCase):
+
+    def test_get_databases_empty_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database', json=[])
+            # test
+            response = RestClient().get_databases()
+            self.assertEqual([], response)
+
+    def test_get_databases_succeeds(self):
+        exp = [
+            Database(
+                id=1,
+                name='test',
+                creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                             attributes=UserAttributes(theme='light')),
+                owner=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                           attributes=UserAttributes(theme='light')),
+                contact=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                             attributes=UserAttributes(theme='light')),
+                created='2024-01-01 00:00:00',
+                exchange_name='dbrepo',
+                internal_name='test_abcd',
+                is_public=True,
+                container=Container(
+                    id=1,
+                    name='MariaDB Galera 11.1.3',
+                    internal_name='mariadb',
+                    host='data-db',
+                    port=3306,
+                    sidecar_host='data-db-sidecar',
+                    sidecar_port=3305,
+                    created='2024-01-01 00:00:00',
+                    image=Image(
+                        id=1,
+                        registry='docker.io',
+                        name='mariadb',
+                        version='11.2.2',
+                        dialect='org.hibernate.dialect.MariaDBDialect',
+                        driver_class='org.mariadb.jdbc.Driver',
+                        jdbc_method='mariadb',
+                        default_port=3306
+                    )
+                )
+            )
+        ]
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database', json=[dataclasses.asdict(exp[0])])
+            # test
+            response = RestClient().get_databases()
+            self.assertEqual(exp, response)
+
+    def test_get_database_succeeds(self):
+        exp = Database(
+            id=1,
+            name='test',
+            creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            owner=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                       attributes=UserAttributes(theme='light')),
+            contact=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            created='2024-01-01 00:00:00',
+            exchange_name='dbrepo',
+            internal_name='test_abcd',
+            is_public=True,
+            container=Container(
+                id=1,
+                name='MariaDB Galera 11.1.3',
+                internal_name='mariadb',
+                host='data-db',
+                port=3306,
+                sidecar_host='data-db-sidecar',
+                sidecar_port=3305,
+                created='2024-01-01 00:00:00',
+                image=Image(
+                    id=1,
+                    registry='docker.io',
+                    name='mariadb',
+                    version='11.2.2',
+                    dialect='org.hibernate.dialect.MariaDBDialect',
+                    driver_class='org.mariadb.jdbc.Driver',
+                    jdbc_method='mariadb',
+                    default_port=3306
+                )
+            )
+        )
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_database(1)
+            self.assertEqual(exp, response)
+
+    def test_get_database_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1', status_code=404)
+            # test
+            try:
+                response = RestClient().get_database(1)
+            except NotExistsError as e:
+                pass
+
+    def test_get_database_invalid_dto_fails(self):
+        try:
+            exp = Database()
+        except TypeError as e:
+            pass
+
+    def test_get_database_unauthorized_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1', status_code=401)
+            # test
+            try:
+                response = RestClient().get_database(1)
+            except ResponseCodeError as e:
+                pass
+
+    def test_create_database_succeeds(self):
+        exp = Database(
+            id=1,
+            name='test',
+            creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            owner=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                       attributes=UserAttributes(theme='light')),
+            contact=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            created='2024-01-01 00:00:00',
+            exchange_name='dbrepo',
+            internal_name='test_abcd',
+            is_public=True,
+            container=Container(
+                id=1,
+                name='MariaDB Galera 11.1.3',
+                internal_name='mariadb',
+                host='data-db',
+                port=3306,
+                sidecar_host='data-db-sidecar',
+                sidecar_port=3305,
+                created='2024-01-01 00:00:00',
+                image=Image(
+                    id=1,
+                    registry='docker.io',
+                    name='mariadb',
+                    version='11.2.2',
+                    dialect='org.hibernate.dialect.MariaDBDialect',
+                    driver_class='org.mariadb.jdbc.Driver',
+                    jdbc_method='mariadb',
+                    default_port=3306
+                )
+            )
+        )
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database', json=dataclasses.asdict(exp), status_code=201)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.create_database(name='test', container_id=1, is_public=True)
+            self.assertEqual(response.name, 'test')
+
+    def test_create_database_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_database(name='test', container_id=1, is_public=True)
+            except ForbiddenError as e:
+                pass
+
+    def test_create_database_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_database(name='test', container_id=1, is_public=True)
+            except NotExistsError as e:
+                pass
+
+    def test_create_database_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database', status_code=404)
+            # test
+            try:
+                response = RestClient().create_database(name='test', container_id=1, is_public=True)
+            except AuthenticationError as e:
+                pass
+
+    def test_update_database_visibility_succeeds(self):
+        exp = Database(
+            id=1,
+            name='test',
+            creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            owner=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                       attributes=UserAttributes(theme='light')),
+            contact=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            created='2024-01-01 00:00:00',
+            exchange_name='dbrepo',
+            internal_name='test_abcd',
+            is_public=True,
+            container=Container(
+                id=1,
+                name='MariaDB Galera 11.1.3',
+                internal_name='mariadb',
+                host='data-db',
+                port=3306,
+                sidecar_host='data-db-sidecar',
+                sidecar_port=3305,
+                created='2024-01-01 00:00:00',
+                image=Image(
+                    id=1,
+                    registry='docker.io',
+                    name='mariadb',
+                    version='11.2.2',
+                    dialect='org.hibernate.dialect.MariaDBDialect',
+                    driver_class='org.mariadb.jdbc.Driver',
+                    jdbc_method='mariadb',
+                    default_port=3306
+                )
+            )
+        )
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1', json=dataclasses.asdict(exp), status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.update_database_visibility(database_id=1, is_public=True)
+            self.assertEqual(response.is_public, True)
+
+    def test_update_database_visibility_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_database_visibility(database_id=1, is_public=True)
+            except ForbiddenError:
+                pass
+
+    def test_update_database_visibility_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_database_visibility(database_id=1, is_public=True)
+            except NotExistsError:
+                pass
+
+    def test_update_database_visibility_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1', status_code=404)
+            # test
+            try:
+                response = RestClient().update_database_visibility(database_id=1, is_public=True)
+            except AuthenticationError:
+                pass
+
+    def test_update_database_owner_succeeds(self):
+        exp = Database(
+            id=1,
+            name='test',
+            creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            owner=User(id='abdbf897-e599-4e5a-a3f0-7529884ea011', username='other',
+                       attributes=UserAttributes(theme='light')),
+            contact=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                         attributes=UserAttributes(theme='light')),
+            created='2024-01-01 00:00:00',
+            exchange_name='dbrepo',
+            internal_name='test_abcd',
+            is_public=True,
+            container=Container(
+                id=1,
+                name='MariaDB Galera 11.1.3',
+                internal_name='mariadb',
+                host='data-db',
+                port=3306,
+                sidecar_host='data-db-sidecar',
+                sidecar_port=3305,
+                created='2024-01-01 00:00:00',
+                image=Image(
+                    id=1,
+                    registry='docker.io',
+                    name='mariadb',
+                    version='11.2.2',
+                    dialect='org.hibernate.dialect.MariaDBDialect',
+                    driver_class='org.mariadb.jdbc.Driver',
+                    jdbc_method='mariadb',
+                    default_port=3306
+                )
+            )
+        )
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/owner', json=dataclasses.asdict(exp), status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.update_database_owner(database_id=1, user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            self.assertEqual(response.owner.id, 'abdbf897-e599-4e5a-a3f0-7529884ea011')
+
+    def test_update_database_owner_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/owner', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_database_owner(database_id=1,
+                                                        user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except ForbiddenError:
+                pass
+
+    def test_update_database_owner_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/owner', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_database_owner(database_id=1,
+                                                        user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except NotExistsError:
+                pass
+
+    def test_update_database_owner_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/owner', status_code=404)
+            # test
+            try:
+                response = RestClient().update_database_owner(database_id=1,
+                                                              user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except AuthenticationError:
+                pass
+
+    def test_get_database_access_succeeds(self):
+        exp = DatabaseAccess(type=AccessType.READ, created='2024-01-01 00:00:00',
+                             user=User(id='abdbf897-e599-4e5a-a3f0-7529884ea011', username='other',
+                                       attributes=UserAttributes(theme='light')))
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/access', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_database_access(database_id=1)
+            self.assertEqual(response, AccessType.READ)
+
+    def test_get_database_access_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/access', status_code=403)
+            # test
+            try:
+                response = RestClient().get_database_access(database_id=1)
+            except ForbiddenError:
+                pass
+
+    def test_get_database_access_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/access', status_code=404)
+            # test
+            try:
+                response = RestClient().get_database_access(database_id=1)
+            except NotExistsError:
+                pass
+
+    def test_create_database_access_succeeds(self):
+        exp = DatabaseAccess(type=AccessType.READ, created='2024-01-01 00:00:00',
+                             user=User(id='abdbf897-e599-4e5a-a3f0-7529884ea011', username='other',
+                                       attributes=UserAttributes(theme='light')))
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', json=dataclasses.asdict(exp),
+                      status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.create_database_access(database_id=1, type=AccessType.READ,
+                                                     user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            self.assertEqual(response, exp.type)
+
+    def test_create_database_access_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_database_access(database_id=1, type=AccessType.READ,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except MalformedError:
+                pass
+
+    def test_create_database_access_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=400)
+            # test
+            try:
+                response = RestClient().create_database_access(database_id=1, type=AccessType.READ,
+                                                               user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except AuthenticationError:
+                pass
+
+    def test_create_database_access_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_database_access(database_id=1, type=AccessType.READ,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except ForbiddenError:
+                pass
+
+    def test_create_database_access_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_database_access(database_id=1, type=AccessType.READ,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except NotExistsError:
+                pass
+
+    def test_update_database_access_succeeds(self):
+        exp = DatabaseAccess(type=AccessType.READ, created='2024-01-01 00:00:00',
+                             user=User(id='abdbf897-e599-4e5a-a3f0-7529884ea011', username='other',
+                                       attributes=UserAttributes(theme='light')))
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', json=dataclasses.asdict(exp),
+                     status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.update_database_access(database_id=1, type=AccessType.READ,
+                                                     user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            self.assertEqual(response, exp.type)
+
+    def test_update_database_access_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_database_access(database_id=1, type=AccessType.READ,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except MalformedError:
+                pass
+
+    def test_update_database_access_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_database_access(database_id=1, type=AccessType.READ,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except ForbiddenError:
+                pass
+
+    def test_update_database_access_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_database_access(database_id=1, type=AccessType.READ,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except NotExistsError:
+                pass
+
+    def test_update_database_access_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=404)
+            # test
+            try:
+                response = RestClient().update_database_access(database_id=1, type=AccessType.READ,
+                                                               user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except AuthenticationError:
+                pass
+
+    def test_delete_database_access_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.delete_database_access(database_id=1,
+                                                     user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+
+    def test_delete_database_access_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.delete_database_access(database_id=1,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except MalformedError:
+                pass
+
+    def test_delete_database_access_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.delete_database_access(database_id=1,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except ForbiddenError:
+                pass
+
+    def test_delete_database_access_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.delete_database_access(database_id=1,
+                                                         user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except NotExistsError:
+                pass
+
+    def test_delete_database_access_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/access/abdbf897-e599-4e5a-a3f0-7529884ea011', status_code=404)
+            # test
+            try:
+                response = RestClient().delete_database_access(database_id=1,
+                                                               user_id='abdbf897-e599-4e5a-a3f0-7529884ea011')
+            except AuthenticationError:
+                pass
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/lib/python/tests/test_identifier.py b/lib/python/tests/test_identifier.py
new file mode 100644
index 0000000000..72a2e0380e
--- /dev/null
+++ b/lib/python/tests/test_identifier.py
@@ -0,0 +1,195 @@
+import unittest
+import requests_mock
+import dataclasses
+
+from dbrepo.RestClient import RestClient
+
+from dbrepo.api.dto import Identifier, IdentifierType, CreateIdentifierTitle, CreateIdentifierCreator, \
+    IdentifierCreator, IdentifierTitle, IdentifierDescription, CreateIdentifierDescription, Language, \
+    CreateIdentifierFunder, CreateRelatedIdentifier, RelatedIdentifierRelation, RelatedIdentifierType, IdentifierFunder, \
+    RelatedIdentifier
+from dbrepo.api.exceptions import MalformedError, ForbiddenError, NotExistsError, ExternalSystemError, \
+    AuthenticationError
+
+
+class IdentifierTest(unittest.TestCase):
+
+    def test_create_identifier_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Identifier(id=10,
+                             database_id=1,
+                             view_id=32,
+                             publication_year=2024,
+                             publisher='TU Wien',
+                             created='2022-01-01 00:00:00',
+                             last_modified='2022-01-01 00:00:00',
+                             type=IdentifierType.VIEW,
+                             language=Language.EN,
+                             descriptions=[IdentifierDescription(id=2, description='Test Description')],
+                             titles=[IdentifierTitle(id=3, title='Test Title')],
+                             funders=[IdentifierFunder(id=4, funder_name='FWF')],
+                             related_identifiers=[
+                                 RelatedIdentifier(id=7, value='10.12345/abc', relation=RelatedIdentifierRelation.CITES,
+                                                   type=RelatedIdentifierType.DOI)],
+                             creators=[IdentifierCreator(id=5, creator_name='Carberry, Josiah')])
+            # mock
+            mock.post('/api/identifier', json=dataclasses.asdict(exp), status_code=201)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.create_identifier(database_id=1, type=IdentifierType.VIEW,
+                                                titles=[CreateIdentifierTitle(title='Test Title')],
+                                                publisher='TU Wien', publication_year=2024,
+                                                language=Language.EN,
+                                                funders=[CreateIdentifierFunder(funder_name='FWF')],
+                                                related_identifiers=[CreateRelatedIdentifier(value='10.12345/abc',
+                                                                                             relation=RelatedIdentifierRelation.CITES,
+                                                                                             type=RelatedIdentifierType.DOI)],
+                                                descriptions=[
+                                                    CreateIdentifierDescription(description='Test Description')],
+                                                creators=[
+                                                    CreateIdentifierCreator(creator_name='Carberry, Josiah')])
+            self.assertEqual(exp, response)
+
+    def test_create_identifier_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/identifier', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_identifier(database_id=1, type=IdentifierType.VIEW,
+                                                    titles=[CreateIdentifierTitle(title='Test Title')],
+                                                    publisher='TU Wien', publication_year=2024,
+                                                    creators=[
+                                                        CreateIdentifierCreator(creator_name='Carberry, Josiah')])
+            except MalformedError:
+                pass
+
+    def test_create_identifier_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/identifier', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_identifier(database_id=1, type=IdentifierType.VIEW,
+                                                    titles=[CreateIdentifierTitle(title='Test Title')],
+                                                    publisher='TU Wien', publication_year=2024,
+                                                    creators=[
+                                                        CreateIdentifierCreator(creator_name='Carberry, Josiah')])
+            except ForbiddenError:
+                pass
+
+    def test_create_identifier_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/identifier', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_identifier(database_id=1, type=IdentifierType.VIEW,
+                                                    titles=[CreateIdentifierTitle(title='Test Title')],
+                                                    publisher='TU Wien', publication_year=2024,
+                                                    creators=[
+                                                        CreateIdentifierCreator(creator_name='Carberry, Josiah')])
+            except NotExistsError:
+                pass
+
+    def test_create_identifier_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/identifier', status_code=503)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_identifier(database_id=1, type=IdentifierType.VIEW,
+                                                    titles=[CreateIdentifierTitle(title='Test Title')],
+                                                    publisher='TU Wien', publication_year=2024,
+                                                    creators=[
+                                                        CreateIdentifierCreator(creator_name='Carberry, Josiah')])
+            except ExternalSystemError:
+                pass
+
+    def test_create_identifier_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/identifier', status_code=503)
+            # test
+            try:
+                response = RestClient().create_identifier(database_id=1, type=IdentifierType.VIEW,
+                                                          titles=[CreateIdentifierTitle(title='Test Title')],
+                                                          publisher='TU Wien', publication_year=2024,
+                                                          creators=[
+                                                              CreateIdentifierCreator(creator_name='Carberry, Josiah')])
+            except AuthenticationError:
+                pass
+
+    def test_suggest_identifier_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Identifier(id=10,
+                             database_id=1,
+                             publication_year=2024,
+                             publisher='TU Wien',
+                             created='2022-01-01 00:00:00',
+                             last_modified='2022-01-01 00:00:00',
+                             type=IdentifierType.VIEW,
+                             creators=[IdentifierCreator(id=5, creator_name='Carberry, Josiah',
+                                                         name_identifier='https://orcid.org/0000-0002-1825-0097')])
+            # mock
+            mock.get('/api/identifier?url=https://orcid.org/0000-0002-1825-0097', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().suggest_identifier("https://orcid.org/0000-0002-1825-0097")
+            self.assertEqual(exp, response)
+
+    def test_suggest_identifier_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/identifier?url=https://orcid.org/0000-0002-1825-0097', status_code=404)
+            # test
+            try:
+                response = RestClient().suggest_identifier("https://orcid.org/0000-0002-1825-0097")
+            except NotExistsError:
+                pass
+
+    def test_get_identifiers_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = [Identifier(id=10,
+                              database_id=1,
+                              view_id=32,
+                              publication_year=2024,
+                              publisher='TU Wien',
+                              created='2022-01-01 00:00:00',
+                              last_modified='2022-01-01 00:00:00',
+                              type=IdentifierType.VIEW,
+                              language=Language.EN,
+                              descriptions=[IdentifierDescription(id=2, description='Test Description')],
+                              titles=[IdentifierTitle(id=3, title='Test Title')],
+                              funders=[IdentifierFunder(id=4, funder_name='FWF')],
+                              related_identifiers=[
+                                  RelatedIdentifier(id=7, value='10.12345/abc',
+                                                    relation=RelatedIdentifierRelation.CITES,
+                                                    type=RelatedIdentifierType.DOI)],
+                              creators=[IdentifierCreator(id=5, creator_name='Carberry, Josiah')])]
+            # mock
+            mock.get('/api/pid', json=[dataclasses.asdict(exp[0])], headers={"Accept": "application/json"})
+            # test
+            response = RestClient().get_identifiers()
+            self.assertEqual(exp, response)
+
+    def test_get_identifiers_ld_json_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = [{"@context": "https://schema.org/", "@type": "Dataset", "url": "http://localhost/database/2/info",
+                    "citation": "http://localhost/pid/2", "hasPart": [], "version": "2024-03-21T12:05:46.000Z",
+                    "name": "sdfsdf", "description": "sfsdf", "identifier": ["http://localhost/pid/2"],
+                    "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "creator": [
+                    {"name": "Weise, Martin", "@type": "Person", "sameAs": "https://orcid.org/0000-0003-4216-302X",
+                     "givenName": "Martin", "familyName": "Weise"}], "temporalCoverage": 2024}]
+            # mock
+            mock.get('/api/pid', json=exp, headers={"Accept": "application/ld+json"})
+            # test
+            response = RestClient().get_identifiers(ld=True)
+            self.assertEqual(exp, response)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/lib/python/tests/test_license.py b/lib/python/tests/test_license.py
new file mode 100644
index 0000000000..3a62cba74b
--- /dev/null
+++ b/lib/python/tests/test_license.py
@@ -0,0 +1,33 @@
+import unittest
+import requests_mock
+import dataclasses
+
+from dbrepo.RestClient import RestClient
+
+from dbrepo.api.dto import Database, User, Container, Image, UserAttributes, DatabaseAccess, AccessType, License
+from dbrepo.api.exceptions import ResponseCodeError, NotExistsError, ForbiddenError, MalformedError
+
+
+class DatabaseTest(unittest.TestCase):
+
+    def test_get_licenses_empty_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/license', json=[])
+            # test
+            response = RestClient().get_licenses()
+            self.assertEqual([], response)
+
+    def test_get_licenses_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = [License(identifier='CC-BY-4.0', uri='https://creativecommons.org/licenses/by/4.0/',
+                           description='The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited.')]
+            # mock
+            mock.get('/api/database/license', json=[dataclasses.asdict(exp[0])])
+            # test
+            response = RestClient().get_licenses()
+            self.assertEqual(exp, response)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/lib/python/tests/test_query.py b/lib/python/tests/test_query.py
new file mode 100644
index 0000000000..bad193efdd
--- /dev/null
+++ b/lib/python/tests/test_query.py
@@ -0,0 +1,335 @@
+import unittest
+import requests_mock
+import dataclasses
+
+from dbrepo.RestClient import RestClient
+
+from dbrepo.api.dto import Result, Query, User, UserAttributes, QueryType
+from dbrepo.api.exceptions import MalformedError, NotExistsError, ForbiddenError, QueryStoreError, \
+    MetadataConsistencyError, AuthenticationError
+
+
+class QueryTest(unittest.TestCase):
+
+    def test_execute_query_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Result(result=[{'id': 1, 'username': 'foo'}, {'id': 2, 'username': 'bar'}],
+                         headers=[{'id': 0, 'username': 1}],
+                         id=None)
+            # mock
+            mock.post('/api/database/1/query', json=dataclasses.asdict(exp), status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.execute_query(database_id=1, page=0, size=10, timestamp=None,
+                                            query="SELECT id, username FROM some_table WHERE id IN (1,2)")
+            self.assertEqual(exp, response)
+
+    def test_execute_query_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/query', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.execute_query(database_id=1,
+                                                query="SELECT id, username FROM some_table WHERE id IN (1,2)")
+            except MalformedError:
+                pass
+
+    def test_execute_query_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/query', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.execute_query(database_id=1,
+                                                query="SELECT id, username FROM some_table WHERE id IN (1,2)")
+            except ForbiddenError:
+                pass
+
+    def test_execute_query_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/query', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.execute_query(database_id=1,
+                                                query="SELECT id, username FROM some_table WHERE id IN (1,2)")
+            except NotExistsError:
+                pass
+
+    def test_execute_query_not_valid_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/query', status_code=409)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.execute_query(database_id=1,
+                                                query="SELECT id, username FROM some_table WHERE id IN (1,2)")
+            except QueryStoreError:
+                pass
+
+    def test_execute_query_not_expected_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/query', status_code=417)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.execute_query(database_id=1,
+                                                query="SELECT id, username FROM some_table WHERE id IN (1,2)")
+            except MetadataConsistencyError:
+                pass
+
+    def test_execute_query_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/query', status_code=417)
+            # test
+            try:
+                response = RestClient().execute_query(database_id=1,
+                                                      query="SELECT id, username FROM some_table WHERE id IN (1,2)")
+            except AuthenticationError:
+                pass
+
+    def test_find_query_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Query(id=6,
+                        creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                     attributes=UserAttributes(theme='light')),
+                        execution='2024-01-01 00:00:00',
+                        created='2024-01-01 00:00:00',
+                        last_modified='2024-01-01 00:00:00',
+                        query='SELECT id, username FROM some_table WHERE id IN (1,2)',
+                        query_normalized='SELECT id, username FROM some_table WHERE id IN (1,2)',
+                        type=QueryType.QUERY,
+                        database_id=1,
+                        query_hash='da5ff66c4a57683171e2ffcec25298ee684680d1e03633cd286f9067d6924ad8',
+                        result_hash='464740ba612225913bb15b26f13377707949b55e65288e89c3f8b4c6469aecb4',
+                        is_persisted=False,
+                        result_number=None,
+                        identifiers=[])
+            # mock
+            mock.get('/api/database/1/query/6', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_query(database_id=1, query_id=6)
+            self.assertEqual(exp, response)
+
+    def test_find_query_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6', status_code=403)
+            # test
+            try:
+                response = RestClient().get_query(database_id=1, query_id=6)
+            except ForbiddenError:
+                pass
+
+    def test_find_query_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6', status_code=404)
+            # test
+            try:
+                response = RestClient().get_query(database_id=1, query_id=6)
+            except NotExistsError:
+                pass
+
+    def test_find_query_not_valid_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6', status_code=501)
+            # test
+            try:
+                response = RestClient().get_query(database_id=1, query_id=6)
+            except QueryStoreError:
+                pass
+
+    def test_find_query_not_expected_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6', status_code=417)
+            # test
+            try:
+                response = RestClient().get_query(database_id=1, query_id=6)
+            except MetadataConsistencyError:
+                pass
+
+    def test_find_queries_empty_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = []
+            # mock
+            mock.get('/api/database/1/query', json=[])
+            # test
+            response = RestClient().get_queries(database_id=1)
+            self.assertEqual(exp, response)
+
+    def test_find_queries_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = [Query(id=6,
+                         creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                      attributes=UserAttributes(theme='light')),
+                         execution='2024-01-01 00:00:00',
+                         created='2024-01-01 00:00:00',
+                         last_modified='2024-01-01 00:00:00',
+                         query='SELECT id, username FROM some_table WHERE id IN (1,2)',
+                         query_normalized='SELECT id, username FROM some_table WHERE id IN (1,2)',
+                         type=QueryType.QUERY,
+                         database_id=1,
+                         query_hash='da5ff66c4a57683171e2ffcec25298ee684680d1e03633cd286f9067d6924ad8',
+                         result_hash='464740ba612225913bb15b26f13377707949b55e65288e89c3f8b4c6469aecb4',
+                         is_persisted=False,
+                         result_number=None,
+                         identifiers=[])]
+            # mock
+            mock.get('/api/database/1/query', json=[dataclasses.asdict(exp[0])])
+            # test
+            response = RestClient().get_queries(database_id=1)
+            self.assertEqual(exp, response)
+
+    def test_find_queries_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query', status_code=403)
+            # test
+            try:
+                response = RestClient().get_queries(database_id=1)
+            except ForbiddenError:
+                pass
+
+    def test_find_queries_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query', status_code=404)
+            # test
+            try:
+                response = RestClient().get_queries(database_id=1)
+            except NotExistsError:
+                pass
+
+    def test_find_queries_not_valid_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query', status_code=501)
+            # test
+            try:
+                response = RestClient().get_queries(database_id=1)
+            except QueryStoreError:
+                pass
+
+    def test_find_queries_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query', status_code=423)
+            # test
+            try:
+                response = RestClient().get_queries(database_id=1)
+            except MalformedError:
+                pass
+
+    def test_get_query_data_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Result(result=[{'id': 1, 'username': 'foo'}, {'id': 2, 'username': 'bar'}],
+                         headers=[{'id': 0, 'username': 1}],
+                         id=6)
+            # mock
+            mock.get('/api/database/1/query/6/data', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_query_data(database_id=1, query_id=6)
+            self.assertEqual(exp, response)
+
+    def test_get_query_data_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6/data', status_code=403)
+            # test
+            try:
+                response = RestClient().get_query_data(database_id=1, query_id=6)
+            except ForbiddenError:
+                pass
+
+    def test_get_query_data_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6/data', status_code=404)
+            # test
+            try:
+                response = RestClient().get_query_data(database_id=1, query_id=6)
+            except NotExistsError:
+                pass
+
+    def test_get_query_data_not_valid_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6/data', status_code=409)
+            # test
+            try:
+                response = RestClient().get_query_data(database_id=1, query_id=6)
+            except QueryStoreError:
+                pass
+
+    def test_get_query_data_not_consistent_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/query/6/data', status_code=417)
+            # test
+            try:
+                response = RestClient().get_query_data(database_id=1, query_id=6)
+            except MetadataConsistencyError:
+                pass
+
+    def test_get_query_data_count_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = 2
+            # mock
+            mock.head('/api/database/1/query/6/data', headers={'X-Count': str(exp)})
+            # test
+            response = RestClient().get_query_data_count(database_id=1, query_id=6)
+            self.assertEqual(exp, response)
+
+    def test_get_query_data_count_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/query/6/data', status_code=403)
+            # test
+            try:
+                response = RestClient().get_query_data_count(database_id=1, query_id=6)
+            except ForbiddenError:
+                pass
+
+    def test_get_query_data_count_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/query/6/data', status_code=404)
+            # test
+            try:
+                response = RestClient().get_query_data_count(database_id=1, query_id=6)
+            except NotExistsError:
+                pass
+
+    def test_get_query_data_count_not_valid_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/query/6/data', status_code=409)
+            # test
+            try:
+                response = RestClient().get_query_data_count(database_id=1, query_id=6)
+            except QueryStoreError:
+                pass
+
+    def test_get_query_data_count_not_consistent_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/query/6/data', status_code=417)
+            # test
+            try:
+                response = RestClient().get_query_data_count(database_id=1, query_id=6)
+            except MetadataConsistencyError:
+                pass
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/lib/python/tests/test_rest_client.py b/lib/python/tests/test_rest_client.py
new file mode 100644
index 0000000000..5a57cc7118
--- /dev/null
+++ b/lib/python/tests/test_rest_client.py
@@ -0,0 +1,41 @@
+import os
+from unittest import TestCase, mock, main
+
+from dbrepo.RestClient import RestClient
+
+
+class DatabaseTest(TestCase):
+
+    def test_constructor_succeeds(self):
+        # test
+        client = RestClient()
+        self.assertEqual("http://gateway-service", client.endpoint)
+        self.assertIsNone(client.username)
+        self.assertIsNone(client.password)
+        self.assertTrue(client.secure)
+
+    @mock.patch.dict(os.environ, {
+        "DBREPO_ENDPOINT": "https://test.dbrepo.tuwien.ac.at",
+        "DBREPO_USERNAME": "foo",
+        "DBREPO_PASSWORD": "bar",
+        "DBREPO_SECURE": "False",
+    })
+    def test_constructor_environment_succeeds(self):
+        # test
+        client = RestClient()
+        self.assertEqual("https://test.dbrepo.tuwien.ac.at", client.endpoint)
+        self.assertEqual("foo", client.username)
+        self.assertEqual("bar", client.password)
+        self.assertFalse(client.secure)
+
+    def test_constructor_credentials_succeeds(self):
+        # test
+        client = RestClient(username='admin', password='pass')
+        self.assertEqual("http://gateway-service", client.endpoint)
+        self.assertEqual('admin', client.username)
+        self.assertEqual('pass', client.password)
+        self.assertTrue(client.secure)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/lib/python/tests/test_table.py b/lib/python/tests/test_table.py
new file mode 100644
index 0000000000..1b53d9ec40
--- /dev/null
+++ b/lib/python/tests/test_table.py
@@ -0,0 +1,651 @@
+import unittest
+import requests_mock
+import dataclasses
+
+from dbrepo.RestClient import RestClient
+
+from dbrepo.api.dto import Table, CreateTableConstraints, UserAttributes, User, Column, Constraints, ColumnType, Result, \
+    Concept, Unit, TableStatistics, ColumnStatistic
+from dbrepo.api.exceptions import MalformedError, ForbiddenError, NotExistsError, NameExistsError, QueryStoreError, \
+    AuthenticationError
+
+
+class TableTest(unittest.TestCase):
+
+    def test_create_table_succeeds(self):
+        exp = Table(id=2,
+                    name="Test",
+                    description="Test Table",
+                    database_id=1,
+                    internal_name="test",
+                    creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                 attributes=UserAttributes(theme='light')),
+                    owner=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                               attributes=UserAttributes(theme='light')),
+                    created='2024-01-01 00:00:00',
+                    is_versioned=True,
+                    created_by='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                    queue_name='test',
+                    routing_key='dbrepo.test_database_1234.test',
+                    is_public=True,
+                    constraints=Constraints(),
+                    columns=[Column(id=1,
+                                    name="ID",
+                                    database_id=1,
+                                    table_id=2,
+                                    internal_name="id",
+                                    auto_generated=True,
+                                    is_primary_key=True,
+                                    column_type=ColumnType.BIGINT,
+                                    is_public=True,
+                                    is_null_allowed=False)])
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table', json=dataclasses.asdict(exp), status_code=201)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.create_table(database_id=1, name="Test", description="Test Table", columns=[],
+                                           constraints=CreateTableConstraints())
+            self.assertEqual(exp, response)
+
+    def test_create_table_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_table(database_id=1, name="Test", description="Test Table", columns=[],
+                                               constraints=CreateTableConstraints())
+            except MalformedError:
+                pass
+
+    def test_create_table_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_table(database_id=1, name="Test", description="Test Table", columns=[],
+                                               constraints=CreateTableConstraints())
+            except ForbiddenError:
+                pass
+
+    def test_create_table_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_table(database_id=1, name="Test", description="Test Table", columns=[],
+                                               constraints=CreateTableConstraints())
+            except NotExistsError:
+                pass
+
+    def test_create_table_name_exists_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table', status_code=409)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_table(database_id=1, name="Test", description="Test Table", columns=[],
+                                               constraints=CreateTableConstraints())
+            except NameExistsError:
+                pass
+
+    def test_create_table_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table', status_code=409)
+            # test
+            try:
+                response = RestClient().create_table(database_id=1, name="Test", description="Test Table", columns=[],
+                                                     constraints=CreateTableConstraints())
+            except AuthenticationError:
+                pass
+
+    def test_get_tables_empty_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/table', json=[])
+            # test
+            response = RestClient().get_tables(database_id=1)
+            self.assertEqual([], response)
+
+    def test_get_tables_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = [Table(id=2,
+                         name="Test",
+                         description="Test Table",
+                         database_id=1,
+                         internal_name="test",
+                         creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                      attributes=UserAttributes(theme='light')),
+                         owner=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                    attributes=UserAttributes(theme='light')),
+                         created='2024-01-01 00:00:00',
+                         is_versioned=True,
+                         created_by='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                         queue_name='test',
+                         routing_key='dbrepo.test_database_1234.test',
+                         is_public=True,
+                         constraints=Constraints(),
+                         columns=[Column(id=1,
+                                         name="ID",
+                                         database_id=1,
+                                         table_id=2,
+                                         internal_name="id",
+                                         auto_generated=True,
+                                         is_primary_key=True,
+                                         column_type=ColumnType.BIGINT,
+                                         is_public=True,
+                                         is_null_allowed=False)])]
+            # mock
+            mock.get('/api/database/1/table', json=[dataclasses.asdict(exp[0])])
+            # test
+            response = RestClient().get_tables(database_id=1)
+            self.assertEqual(exp, response)
+
+    def test_get_table_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Table(id=2,
+                        name="Test",
+                        description="Test Table",
+                        database_id=1,
+                        internal_name="test",
+                        creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                     attributes=UserAttributes(theme='light')),
+                        owner=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                   attributes=UserAttributes(theme='light')),
+                        created='2024-01-01 00:00:00',
+                        is_versioned=True,
+                        created_by='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                        queue_name='test',
+                        routing_key='dbrepo.test_database_1234.test',
+                        is_public=True,
+                        constraints=Constraints(),
+                        columns=[Column(id=1,
+                                        name="ID",
+                                        database_id=1,
+                                        table_id=2,
+                                        internal_name="id",
+                                        auto_generated=True,
+                                        is_primary_key=True,
+                                        column_type=ColumnType.BIGINT,
+                                        is_public=True,
+                                        is_null_allowed=False)])
+            # mock
+            mock.get('/api/database/1/table/2', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_table(database_id=1, table_id=2)
+            self.assertEqual(exp, response)
+
+    def test_get_table_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/table/2', status_code=403)
+            # test
+            try:
+                response = RestClient().get_table(database_id=1, table_id=2)
+            except ForbiddenError:
+                pass
+
+    def test_get_table_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/table/2', status_code=404)
+            # test
+            try:
+                response = RestClient().get_table(database_id=1, table_id=2)
+            except NotExistsError:
+                pass
+
+    def test_delete_table_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/2', status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            client.delete_table(database_id=1, table_id=2)
+
+    def test_delete_table_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/2', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.delete_table(database_id=1, table_id=2)
+            except ForbiddenError:
+                pass
+
+    def test_delete_table_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/2', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.delete_table(database_id=1, table_id=2)
+            except NotExistsError:
+                pass
+
+    def test_delete_table_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/2', status_code=404)
+            # test
+            try:
+                RestClient().delete_table(database_id=1, table_id=2)
+            except AuthenticationError:
+                pass
+
+    def test_get_table_data_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Result(result=[{'id': 1, 'username': 'foo'}, {'id': 2, 'username': 'bar'}],
+                         headers=[{'id': 0, 'username': 1}],
+                         id=None)
+            # mock
+            mock.get('/api/database/1/table/9/data', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_table_data(database_id=1, table_id=9)
+            self.assertEqual(exp, response)
+
+    def test_get_table_data_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/table/9/data', status_code=400)
+            # test
+            try:
+                response = RestClient().get_table_data(database_id=1, table_id=9)
+            except MalformedError:
+                pass
+
+    def test_get_table_data_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/table/9/data', status_code=403)
+            # test
+            try:
+                response = RestClient().get_table_data(database_id=1, table_id=9)
+            except ForbiddenError:
+                pass
+
+    def test_get_table_data_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/table/9/data', status_code=404)
+            # test
+            try:
+                response = RestClient().get_table_data(database_id=1, table_id=9)
+            except NotExistsError:
+                pass
+
+    def test_get_table_data_not_countable_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/table/9/data', status_code=409)
+            # test
+            try:
+                response = RestClient().get_table_data(database_id=1, table_id=9)
+            except QueryStoreError:
+                pass
+
+    def test_get_table_data_count_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = 2
+            # mock
+            mock.head('/api/database/1/table/9/data', headers={'X-Count': str(exp)})
+            # test
+            response = RestClient().get_table_data_count(database_id=1, table_id=9)
+            self.assertEqual(exp, response)
+
+    def test_get_table_data_count_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/table/9/data', status_code=400)
+            # test
+            try:
+                response = RestClient().get_table_data_count(database_id=1, table_id=9)
+            except MalformedError:
+                pass
+
+    def test_get_table_data_count_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/table/9/data', status_code=403)
+            # test
+            try:
+                response = RestClient().get_table_data_count(database_id=1, table_id=9)
+            except ForbiddenError:
+                pass
+
+    def test_get_table_data_count_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/table/9/data', status_code=404)
+            # test
+            try:
+                response = RestClient().get_table_data_count(database_id=1, table_id=9)
+            except NotExistsError:
+                pass
+
+    def test_get_table_data_count_not_countable_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/table/9/data', status_code=409)
+            # test
+            try:
+                response = RestClient().get_table_data_count(database_id=1, table_id=9)
+            except QueryStoreError:
+                pass
+
+    def test_create_table_data_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table/9/data', status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            client.create_table_data(database_id=1, table_id=9,
+                                     data={'name': 'Josiah', 'age': 45, 'gender': 'male'})
+
+    def test_create_table_data_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table/9/data', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.create_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'})
+            except MalformedError:
+                pass
+
+    def test_create_table_data_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table/9/data', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.create_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'})
+            except ForbiddenError:
+                pass
+
+    def test_create_table_data_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table/9/data', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.create_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'})
+            except NotExistsError:
+                pass
+
+    def test_create_table_data_not_lob_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table/9/data', status_code=410)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.create_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'})
+            except MalformedError:
+                pass
+
+    def test_create_table_data_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/table/9/data', status_code=410)
+            # test
+            try:
+                RestClient().create_table_data(database_id=1, table_id=9,
+                                               data={'name': 'Josiah', 'age': 45, 'gender': 'male'})
+            except AuthenticationError:
+                pass
+
+    def test_update_table_data_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/9/data', status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            client.update_table_data(database_id=1, table_id=9,
+                                     data={'name': 'Josiah', 'age': 45, 'gender': 'male'},
+                                     keys={'id': 1})
+
+    def test_update_table_data_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/9/data', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.update_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'},
+                                         keys={'id': 1})
+            except MalformedError:
+                pass
+
+    def test_update_table_data_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/9/data', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.update_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'},
+                                         keys={'id': 1})
+            except ForbiddenError:
+                pass
+
+    def test_update_table_data_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/9/data', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.update_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'},
+                                         keys={'id': 1})
+            except NotExistsError:
+                pass
+
+    def test_update_table_data_not_lob_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/9/data', status_code=410)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.update_table_data(database_id=1, table_id=9,
+                                         data={'name': 'Josiah', 'age': 45, 'gender': 'male'},
+                                         keys={'id': 1})
+            except MalformedError:
+                pass
+
+    def test_update_table_data_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/9/data', status_code=410)
+            # test
+            try:
+                RestClient().update_table_data(database_id=1, table_id=9,
+                                               data={'name': 'Josiah', 'age': 45, 'gender': 'male'},
+                                               keys={'id': 1})
+            except AuthenticationError:
+                pass
+
+    def test_delete_table_data_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/9/data', status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            client.delete_table_data(database_id=1, table_id=9, keys={'id': 1})
+
+    def test_delete_table_data_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/9/data', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.delete_table_data(database_id=1, table_id=9, keys={'id': 1})
+            except MalformedError:
+                pass
+
+    def test_delete_table_data_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/9/data', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.delete_table_data(database_id=1, table_id=9, keys={'id': 1})
+            except ForbiddenError:
+                pass
+
+    def test_delete_table_data_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/9/data', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.delete_table_data(database_id=1, table_id=9, keys={'id': 1})
+            except NotExistsError:
+                pass
+
+    def test_delete_table_data_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/table/9/data', status_code=404)
+            # test
+            try:
+                RestClient().delete_table_data(database_id=1, table_id=9, keys={'id': 1})
+            except AuthenticationError:
+                pass
+
+    def test_update_table_column_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Column(id=1,
+                         name="ID",
+                         database_id=1,
+                         table_id=2,
+                         internal_name="id",
+                         auto_generated=True,
+                         is_primary_key=True,
+                         column_type=ColumnType.BIGINT,
+                         is_public=True,
+                         concept=Concept(id=2,
+                                         uri="http://dbpedia.org/page/Category:Precipitation",
+                                         created='2023-01-12 00:00:00',
+                                         name="Precipitation"),
+                         unit=Unit(id=2,
+                                   uri="http://www.wikidata.org/entity/Q119856947",
+                                   created='2023-01-12 00:00:00',
+                                   name="liters per square meter"),
+                         is_null_allowed=False)
+            # mock
+            mock.put('/api/database/1/table/2/column/1', json=dataclasses.asdict(exp), status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.update_table_column(database_id=1, table_id=2, column_id=1,
+                                                  unit_uri="http://www.wikidata.org/entity/Q119856947",
+                                                  concept_uri="http://dbpedia.org/page/Category:Precipitation")
+            self.assertEqual(exp, response)
+
+    def test_update_table_column_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/2/column/1', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.update_table_column(database_id=1, table_id=2, column_id=1,
+                                           unit_uri="http://www.wikidata.org/entity/Q119856947",
+                                           concept_uri="http://dbpedia.org/page/Category:Precipitation")
+            except MalformedError:
+                pass
+
+    def test_update_table_column_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/2/column/1', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.update_table_column(database_id=1, table_id=2, column_id=1,
+                                           unit_uri="http://www.wikidata.org/entity/Q119856947",
+                                           concept_uri="http://dbpedia.org/page/Category:Precipitation")
+            except ForbiddenError:
+                pass
+
+    def test_update_table_column_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/2/column/1', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.update_table_column(database_id=1, table_id=2, column_id=1,
+                                           unit_uri="http://www.wikidata.org/entity/Q119856947",
+                                           concept_uri="http://dbpedia.org/page/Category:Precipitation")
+            except NotExistsError:
+                pass
+
+    def test_update_table_column_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('/api/database/1/table/2/column/1', status_code=404)
+            # test
+            try:
+                RestClient().update_table_column(database_id=1, table_id=2, column_id=1,
+                                                 unit_uri="http://www.wikidata.org/entity/Q119856947",
+                                                 concept_uri="http://dbpedia.org/page/Category:Precipitation")
+            except AuthenticationError:
+                pass
+
+    def test_analyse_table_statistics_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = TableStatistics(
+                columns={"id": ColumnStatistic(val_min=1.0, val_max=9.0, mean=5.0, median=5.0, std_dev=2.73)})
+            # mock
+            mock.get('/api/analyse/database/1/table/2/statistics', json=dataclasses.asdict(exp), status_code=202)
+            # test
+            response = RestClient().analyse_table_statistics(database_id=1, table_id=2)
+            self.assertEqual(exp, response)
+
+    def test_analyse_table_statistics_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/analyse/database/1/table/2/statistics', status_code=400)
+            # test
+            try:
+                RestClient().analyse_table_statistics(database_id=1, table_id=2)
+            except MalformedError:
+                pass
+
+    def test_analyse_table_statistics_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/analyse/database/1/table/2/statistics', status_code=404)
+            # test
+            try:
+                RestClient().analyse_table_statistics(database_id=1, table_id=2)
+            except NotExistsError:
+                pass
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/lib/python/tests/test_user.py b/lib/python/tests/test_user.py
new file mode 100644
index 0000000000..0191150b5e
--- /dev/null
+++ b/lib/python/tests/test_user.py
@@ -0,0 +1,321 @@
+import dataclasses
+import unittest
+import requests_mock
+
+from dbrepo.RestClient import RestClient
+from dbrepo.api.dto import User, UserAttributes, UserBrief
+from dbrepo.api.exceptions import ResponseCodeError, UsernameExistsError, EmailExistsError, NotExistsError, \
+    ForbiddenError, AuthenticationError
+
+
+class UserTest(unittest.TestCase):
+
+    def test_whoami_fails(self):
+        username = RestClient().whoami()
+        self.assertIsNone(username)
+
+    def test_whoami_succeeds(self):
+        client = RestClient(username="a", password="b")
+        username = client.whoami()
+        self.assertEqual("a", username)
+
+    def test_get_users_empty_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('http://gateway-service/api/user', json=[])
+            # test
+            response = RestClient().get_users()
+            self.assertEqual([], response)
+
+    def test_get_user_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = [
+                User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                     attributes=UserAttributes(theme='dark'))
+            ]
+            # mock
+            mock.get('http://gateway-service/api/user', json=[dataclasses.asdict(exp[0])])
+            # test
+            response = RestClient().get_users()
+            self.assertEqual(exp, response)
+
+    def test_get_user_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('http://gateway-service/api/user', status_code=404)
+            # test
+            try:
+                response = RestClient().get_users()
+            except ResponseCodeError as e:
+                pass
+
+    def test_create_user_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = UserBrief(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise')
+            # mock
+            mock.post('http://gateway-service/api/user', json=dataclasses.asdict(exp), status_code=201)
+            # test
+            response = RestClient().create_user(username='mweise', password='s3cr3t', email='mweise@example.com')
+            self.assertEqual(exp, response)
+
+    def test_create_user_bad_request_fails(self):
+        with requests_mock.Mocker() as mock:
+            exp = UserBrief(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise')
+            # mock
+            mock.post('http://gateway-service/api/user', json=dataclasses.asdict(exp), status_code=400)
+            # test
+            try:
+                response = RestClient().create_user(username='mweise', password='s3cr3t', email='mweise@example.com')
+            except ResponseCodeError as e:
+                pass
+
+    def test_create_user_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            exp = UserBrief(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise')
+            # mock
+            mock.post('http://gateway-service/api/user', json=dataclasses.asdict(exp), status_code=403)
+            # test
+            try:
+                response = RestClient().create_user(username='mweise', password='s3cr3t', email='mweise@example.com')
+            except ForbiddenError as e:
+                pass
+
+    def test_create_user_username_exists_fails(self):
+        with requests_mock.Mocker() as mock:
+            exp = UserBrief(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise')
+            # mock
+            mock.post('http://gateway-service/api/user', json=dataclasses.asdict(exp), status_code=409)
+            # test
+            try:
+                response = RestClient().create_user(username='mweise', password='s3cr3t', email='mweise@example.com')
+            except UsernameExistsError as e:
+                pass
+
+    def test_create_user_default_role_not_exists_fails(self):
+        with requests_mock.Mocker() as mock:
+            exp = UserBrief(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise')
+            # mock
+            mock.post('http://gateway-service/api/user', json=dataclasses.asdict(exp), status_code=404)
+            # test
+            try:
+                response = RestClient().create_user(username='mweise', password='s3cr3t', email='mweise@example.com')
+            except NotExistsError as e:
+                pass
+
+    def test_create_user_emails_exists_fails(self):
+        with requests_mock.Mocker() as mock:
+            exp = UserBrief(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise')
+            # mock
+            mock.post('http://gateway-service/api/user', json=dataclasses.asdict(exp), status_code=417)
+            # test
+            try:
+                response = RestClient().create_user(username='mweise', password='s3cr3t', email='mweise@example.com')
+            except EmailExistsError as e:
+                pass
+
+    def test_get_user_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                       attributes=UserAttributes(theme='dark'))
+            # mock
+            mock.get('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16',
+                     json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_user(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16')
+            self.assertEqual(exp, response)
+
+    def test_get_user_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16', status_code=404)
+            # test
+            try:
+                response = RestClient().get_user(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16')
+            except NotExistsError as e:
+                pass
+
+    def test_update_user_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise', given_name='Martin',
+                       attributes=UserAttributes(theme='dark'))
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16', status_code=202,
+                     json=dataclasses.asdict(exp))
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.update_user(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', firstname='Martin')
+            self.assertEqual(exp, response)
+
+    def test_update_user_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', firstname='Martin')
+            except ForbiddenError as e:
+                pass
+
+    def test_update_user_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', firstname='Martin')
+            except NotExistsError as e:
+                pass
+
+    def test_update_user_foreign_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16', status_code=405)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', firstname='Martin')
+            except ForbiddenError as e:
+                pass
+
+    def test_update_user_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16', status_code=405)
+            # test
+            try:
+                response = RestClient().update_user(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', firstname='Martin')
+            except AuthenticationError as e:
+                pass
+
+    def test_update_user_theme_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise', given_name='Martin',
+                       attributes=UserAttributes(theme='dark'))
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/theme', status_code=202,
+                     json=dataclasses.asdict(exp))
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.update_user_theme(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', theme='dark')
+            self.assertEqual(exp, response)
+
+    def test_update_user_theme_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/theme', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user_theme(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', theme='dark')
+            except ForbiddenError as e:
+                pass
+
+    def test_update_user_theme_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/theme', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user_theme(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', theme='dark')
+            except NotExistsError as e:
+                pass
+
+    def test_update_user_theme_foreign_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/theme', status_code=405)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user_theme(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', theme='dark')
+            except ResponseCodeError as e:
+                pass
+
+    def test_update_user_theme_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/theme', status_code=405)
+            # test
+            try:
+                response = RestClient().update_user_theme(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16', theme='dark')
+            except AuthenticationError as e:
+                pass
+
+    def test_update_user_password_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise', given_name='Martin',
+                       attributes=UserAttributes(theme='dark'))
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/password', status_code=202,
+                     json=dataclasses.asdict(exp))
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.update_user_password(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                                                   password='s3cr3t1n0rm4t10n')
+            self.assertEqual(exp, response)
+
+    def test_update_user_password_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/password', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user_password(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                                                       password='s3cr3t1n0rm4t10n')
+            except ForbiddenError as e:
+                pass
+
+    def test_update_user_password_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/password', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user_password(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                                                       password='s3cr3t1n0rm4t10n')
+            except NotExistsError as e:
+                pass
+
+    def test_update_user_password_foreign_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/password', status_code=405)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user_password(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                                                       password='s3cr3t1n0rm4t10n')
+            except ForbiddenError as e:
+                pass
+
+    def test_update_user_password_keycloak_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/password', status_code=503)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.update_user_password(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                                                       password='s3cr3t1n0rm4t10n')
+            except ResponseCodeError as e:
+                pass
+
+    def test_update_user_password_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.put('http://gateway-service/api/user/8638c043-5145-4be8-a3e4-4b79991b0a16/password', status_code=503)
+            # test
+            try:
+                response = RestClient().update_user_password(user_id='8638c043-5145-4be8-a3e4-4b79991b0a16',
+                                                             password='s3cr3t1n0rm4t10n')
+            except AuthenticationError as e:
+                pass
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/lib/python/tests/test_view.py b/lib/python/tests/test_view.py
new file mode 100644
index 0000000000..e9a9ac5fde
--- /dev/null
+++ b/lib/python/tests/test_view.py
@@ -0,0 +1,275 @@
+import unittest
+import requests_mock
+import dataclasses
+
+from dbrepo.RestClient import RestClient
+
+from dbrepo.api.dto import Table, UserAttributes, User, Column, Constraints, View, Result
+from dbrepo.api.exceptions import ForbiddenError, NotExistsError, MalformedError, AuthenticationError
+
+
+class ViewTest(unittest.TestCase):
+
+    def test_get_views_empty_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/view', json=[])
+            # test
+            response = RestClient().get_views(database_id=1)
+            self.assertEqual([], response)
+
+    def test_get_views_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = [View(id=1,
+                        name="Data",
+                        internal_name="data",
+                        database_id=1,
+                        initial_view=False,
+                        query="SELECT id FROM mytable WHERE deg > 0",
+                        query_hash="94c74728b11a690e51d64719868824735f0817b7",
+                        creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                     attributes=UserAttributes(theme='light')),
+                        is_public=True,
+                        created='2024-01-01 00:00:00',
+                        last_modified='2024-01-01 00:00:00',
+                        identifiers=[])]
+            # mock
+            mock.get('/api/database/1/view', json=[dataclasses.asdict(exp[0])])
+            # test
+            response = RestClient().get_views(database_id=1)
+            self.assertEqual(exp, response)
+
+    def test_get_views_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/view', status_code=403)
+            # test
+            try:
+                response = RestClient().get_views(database_id=1)
+            except ForbiddenError:
+                pass
+
+    def test_get_views_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/view', status_code=404)
+            # test
+            try:
+                response = RestClient().get_views(database_id=1)
+            except NotExistsError:
+                pass
+
+    def test_get_view_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = View(id=3,
+                       name="Data",
+                       internal_name="data",
+                       database_id=1,
+                       initial_view=False,
+                       query="SELECT id FROM mytable WHERE deg > 0",
+                       query_hash="94c74728b11a690e51d64719868824735f0817b7",
+                       creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                    attributes=UserAttributes(theme='light')),
+                       is_public=True,
+                       created='2024-01-01 00:00:00',
+                       last_modified='2024-01-01 00:00:00',
+                       identifiers=[])
+            # mock
+            mock.get('/api/database/1/view/3', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_view(database_id=1, view_id=3)
+            self.assertEqual(exp, response)
+
+    def test_get_view_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/view/3', status_code=403)
+            # test
+            try:
+                response = RestClient().get_view(database_id=1, view_id=3)
+            except ForbiddenError:
+                pass
+
+    def test_get_views_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/view/3', status_code=404)
+            # test
+            try:
+                response = RestClient().get_view(database_id=1, view_id=3)
+            except NotExistsError:
+                pass
+
+    def test_create_view_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = View(id=3,
+                       name="Data",
+                       internal_name="data",
+                       database_id=1,
+                       initial_view=False,
+                       query="SELECT id FROM mytable WHERE deg > 0",
+                       query_hash="94c74728b11a690e51d64719868824735f0817b7",
+                       creator=User(id='8638c043-5145-4be8-a3e4-4b79991b0a16', username='mweise',
+                                    attributes=UserAttributes(theme='light')),
+                       is_public=True,
+                       created='2024-01-01 00:00:00',
+                       last_modified='2024-01-01 00:00:00',
+                       identifiers=[])
+            # mock
+            mock.post('/api/database/1/view', json=dataclasses.asdict(exp), status_code=201)
+            # test
+            client = RestClient(username="a", password="b")
+            response = client.create_view(database_id=1, name="Data", is_public=True,
+                                          query="SELECT id FROM mytable WHERE deg > 0")
+            self.assertEqual(exp, response)
+
+    def test_create_view_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/view', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_view(database_id=1, name="Data", is_public=True,
+                                              query="SELECT id FROM mytable WHERE deg > 0")
+            except MalformedError:
+                pass
+
+    def test_create_view_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/view', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_view(database_id=1, name="Data", is_public=True,
+                                              query="SELECT id FROM mytable WHERE deg > 0")
+            except ForbiddenError:
+                pass
+
+    def test_create_view_not_found_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/view', status_code=404)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                response = client.create_view(database_id=1, name="Data", is_public=True,
+                                              query="SELECT id FROM mytable WHERE deg > 0")
+            except NotExistsError:
+                pass
+
+    def test_create_view_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.post('/api/database/1/view', status_code=404)
+            # test
+            try:
+                response = RestClient().create_view(database_id=1, name="Data", is_public=True,
+                                                    query="SELECT id FROM mytable WHERE deg > 0")
+            except AuthenticationError:
+                pass
+
+    def test_delete_view_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/view/3', status_code=202)
+            # test
+            client = RestClient(username="a", password="b")
+            client.delete_view(database_id=1, view_id=3)
+
+    def test_delete_view_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/view/3', status_code=400)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.delete_view(database_id=1, view_id=3)
+            except MalformedError:
+                pass
+
+    def test_delete_view_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/view/3', status_code=403)
+            # test
+            try:
+                client = RestClient(username="a", password="b")
+                client.delete_view(database_id=1, view_id=3)
+            except ForbiddenError:
+                pass
+
+    def test_delete_view_not_auth_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.delete('/api/database/1/view/3', status_code=403)
+            # test
+            try:
+                RestClient().delete_view(database_id=1, view_id=3)
+            except AuthenticationError:
+                pass
+
+    def test_get_view_data_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = Result(result=[{'id': 1, 'username': 'foo'}, {'id': 2, 'username': 'bar'}],
+                         headers=[{'id': 0, 'username': 1}],
+                         id=None)
+            # mock
+            mock.get('/api/database/1/view/3/data', json=dataclasses.asdict(exp))
+            # test
+            response = RestClient().get_view_data(database_id=1, view_id=3)
+            self.assertEqual(exp, response)
+
+    def test_get_view_data_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/view/3/data', status_code=400)
+            # test
+            try:
+                response = RestClient().get_view_data(database_id=1, view_id=3)
+            except MalformedError:
+                pass
+
+    def test_get_view_data_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.get('/api/database/1/view/3/data', status_code=403)
+            # test
+            try:
+                response = RestClient().get_view_data(database_id=1, view_id=3)
+            except ForbiddenError:
+                pass
+
+    def test_get_view_data_count_succeeds(self):
+        with requests_mock.Mocker() as mock:
+            exp = 844737
+            # mock
+            mock.head('/api/database/1/view/3/data', headers={'X-Count': str(exp)})
+            # test
+            response = RestClient().get_view_data_count(database_id=1, view_id=3)
+            self.assertEqual(exp, response)
+
+    def test_get_view_data_count_malformed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/view/3/data', status_code=400)
+            # test
+            try:
+                response = RestClient().get_view_data_count(database_id=1, view_id=3)
+            except MalformedError:
+                pass
+
+    def test_get_view_data_count_not_allowed_fails(self):
+        with requests_mock.Mocker() as mock:
+            # mock
+            mock.head('/api/database/1/view/3/data', status_code=403)
+            # test
+            try:
+                response = RestClient().get_view_data_count(database_id=1, view_id=3)
+            except ForbiddenError:
+                pass
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/mkdocs.yml b/mkdocs.yml
index 60f1c85e88..ae7381505a 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -31,12 +31,9 @@ nav:
       - Search Database Dashboard: system-other-search-dashboard.md
   - Usage:
     - Overview: usage-overview.md
+    - Python Library: usage-python.md
     - Services:
-      - Analyse Service: usage-analyse.md
       - Authentication Service: usage-authentication.md
-      - Broker Service: usage-broker.md
-      - Metadata Service: usage-metadata.md
-      - Search Service: usage-search.md
       - Storage Service: usage-storage.md
       - Upload Service: usage-upload.md
   - publications.md
@@ -59,6 +56,7 @@ theme:
     - navigation.sections
     - content.code.annotate
     - content.code.copy
+    - content.tooltips
   icon:
     repo: fontawesome/brands/git-alt
   palette:
-- 
GitLab