Repository: dscc-admin-ch/lomas (language: python)

Issue:
Quick fixes typos



Discussion / hints:

Fix patch:
diff --git a/.github/workflows/check_pr_to_master.yml b/.github/workflows/check_pr_to_master.yml
index 6e3f97a5..f9c72ce7 100644
--- a/.github/workflows/check_pr_to_master.yml
+++ b/.github/workflows/check_pr_to_master.yml
@@ -20,7 +20,7 @@ jobs:
     - name: Get current branch name
       run: |
         echo ${{ github.head_ref }}
-        if [[ ! ${{ github.head_ref }} =~ release/* ]]; then
-          echo "PR to maaster must come from a release branch"
+        if [[ ! ${{ github.head_ref }} =~ ^(release|hotfix)/ ]]; then
+          echo "PR to master must come from a release or hotfix branch"
           exit 1
         fi
\ No newline at end of file
diff --git a/.github/workflows/push_charts.yml b/.github/workflows/push_charts.yml
index cd982d51..b39c4aac 100644
--- a/.github/workflows/push_charts.yml
+++ b/.github/workflows/push_charts.yml
@@ -4,6 +4,7 @@ on:
   push: 
     branches:
     - release/**
+    - hotfix/**
 
 jobs:
   build:
diff --git a/README.md b/README.md
index aff438ff..fb4e6b1c 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,7 @@
 
 # Lomas: The Data Oases Hidden Behind the Mist. 
 
-Lomas is a platform for remote data science, enabling sensitive data to be querried remotely while staying protected by a layer of differential privacy.
+Lomas is a platform for remote data science, enabling sensitive data to be queried remotely while staying protected by a layer of differential privacy.
 
 The lomas platform follows a classic server/client model.
 On the client side, the user prepares queries for statistical analyses which are sent to the service's REST API via HTTP. The user never has direct access to the sensitive data.
diff --git a/client/README.md b/client/README.md
index 0e39a626..9452876e 100644
--- a/client/README.md
+++ b/client/README.md
@@ -122,4 +122,4 @@ To see detailed examples of the library, many notebooks are available  in the [c
 
 
 ### More detailed documentation
-More detailed documentation is available on [this GitHub Page](https://dscc-admin-ch.github.io/lomas-client-docs/). 
\ No newline at end of file
+More detailed documentation is available on [this GitHub Page](https://dscc-admin-ch.github.io/lomas-docs/). 
\ No newline at end of file
diff --git a/client/deploy/helm/charts/lomas_client/Chart.yaml b/client/deploy/helm/charts/lomas_client/Chart.yaml
index cb95259f..50b99b6d 100644
--- a/client/deploy/helm/charts/lomas_client/Chart.yaml
+++ b/client/deploy/helm/charts/lomas_client/Chart.yaml
@@ -6,4 +6,4 @@ type: application
 
 version: 0.1.0
 
-appVersion: "0.1.0"
+appVersion: "0.1.1"
diff --git a/client/setup.py b/client/setup.py
index 5c3280b7..ac0995da 100644
--- a/client/setup.py
+++ b/client/setup.py
@@ -10,7 +10,7 @@
 setup(
     name="lomas_client",
     packages=find_packages(),
-    version="0.1.0",
+    version="0.1.1",
     description="A client to interact with the Lomas server.",
     long_description=long_description,
     long_description_content_type="text/markdown",
diff --git a/docs/source/server_local.rst b/docs/source/server_local.rst
index 0ee2f657..83872892 100644
--- a/docs/source/server_local.rst
+++ b/docs/source/server_local.rst
@@ -28,14 +28,15 @@ Steps to Deploy Locally
 
       cd server
 
-3. Create a Docker Volume for MongoDB
+3. Create Docker Volumes for MongoDB and MinIO
 
-   You need to create a Docker volume for MongoDB data persistence. 
+   You need to create a Docker volume for MongoDB and MinIO data persistence. 
    Run the following command:
 
    .. code-block:: bash
 
       docker volume create mongodata
+      docker volume create minio-data
 
 4. Start the Server
 
@@ -46,6 +47,9 @@ Steps to Deploy Locally
 
       docker compose up
 
+   Depending on the number of Docker images that must be pulled or built, the deployment process can take some time.
+   The server is only started last, so please be patient!
+
 5. Access the Server
 
    Once the server is up and running, it should be accessible on `localhost`. Open your web browser and go to:
@@ -53,3 +57,11 @@ Steps to Deploy Locally
    .. code-block:: text
 
       http://localhost
+
+6. Additional Services
+
+   Running `docker compose up` will also start a few additional services automatically:
+   * The local administration MongoDB, that relies on the docker volume `mongodata`. If the develop mode is not ON (by default in the config), the server state will be maintained across restarts.
+   * A local instance of a Minio server with an `example` bucket containing the "titanic" dataset and its metadata. The dataset is automatically added to the service if the develop mode is ON (by default in the config.). One can also add data to the Minio server through its api endpoint (`http://localhost:9000`) or through the web console (`http://localhost:9001` in your browser). Make sure to use `http:minio:9000` in your config files since that is the address of the Minio server inside the local docker lomas-network network.
+   * A Jupyter notebook environment that will be available at the address http://127.0.0.1:8888/ to interact as a user with the server
+   * A streamlit application that will be available at the address http://localhost:8501/ to interact with the server and the administration database as an administrator.
diff --git a/docs/versions.yaml b/docs/versions.yaml
index ff59305d..31cb9392 100644
--- a/docs/versions.yaml
+++ b/docs/versions.yaml
@@ -8,5 +8,9 @@
     - "en"
 "v0.1.0":
    tag: "v0.1.0"
+   languages:
+    - "en"
+"v0.1.1":
+   tag: "v0.1.1"
    languages:
     - "en"
\ No newline at end of file
diff --git a/server/CONTRIBUTING.md b/server/CONTRIBUTING.md
index a0e81ffa..84a1da58 100644
--- a/server/CONTRIBUTING.md
+++ b/server/CONTRIBUTING.md
@@ -1,30 +1,5 @@
 # Notes for Server Contributors
 
-It is recommended to run the project with python 3.11.
-
-## Starting the Service
-
-The different notebooks in `./notebooks` provide more complete documentation regarding the set up and administration of the server.
-
-### On local machine
-To start the container on a local machine, first create a mondodb volume
-with `docker volume create mongodata`, then go to `lomas/server/` and run `docker compose up`. 
-If you encounter any issue, you might want to run `docker compose down` first.
-
-#### Additional services
-Running `docker compose up` will also start two additional services automatically:
-- a jupyter notebook environment that will be available at the address http://127.0.0.1:8888/ to interact as a user with the server
-- a streamlit application that will be available at the address http://localhost:8501/ to interact with the server and the administration database as an administrator.
-
-### On a kubernetes cluster
-To start the server on a kubernetes cluster, first add the repo with:
-`helm repo add lomas https://dscc-admin-ch.github.io/helm-charts`
-and then install the chart with:
-`helm install lomas-sever lomas/lomas-server`
-
-### On Onyxia
-To start the server on Onyxia, select the `lomas `service, (optionnally adapt the administration and runtime parameters) and click on 'Lancer'.
-
 ## Tests
 
 It is possible to test the server without an mongodb administration database. One can do so by executing the `run_basic_tests.sh` script. Make sure to have an activated python venv in a linux environment with the server requirements installed for it to work.
diff --git a/server/data/collections/dataset_collection.yaml b/server/data/collections/dataset_collection.yaml
index fa06c20d..ba93224b 100644
--- a/server/data/collections/dataset_collection.yaml
+++ b/server/data/collections/dataset_collection.yaml
@@ -12,19 +12,11 @@ datasets:
     database_type: "PATH_DB"
     metadata_path: "../data/collections/metadata/penguin_metadata.yaml"
 - dataset_name: "TITANIC"
-  database_type: "S3_DB"
-  s3_bucket: "example"
-  s3_key: "data/titanic.csv"
-  endpoint_url: "https://api-lomas-minio.lab.sspcloud.fr"
-  aws_access_key_id: "admin"
-  aws_secret_access_key: "admin123"
+  database_type: "PATH_DB"
+  dataset_path: "../data/datasets/titanic.csv"
   metadata:
-    database_type: "S3_DB"
-    s3_bucket: "example"
-    s3_key: "metadata/titanic_metadata.yaml"
-    endpoint_url: "https://api-lomas-minio.lab.sspcloud.fr"
-    aws_access_key_id: "admin"
-    aws_secret_access_key: "admin123"
+    database_type: "PATH_DB"
+    dataset_path: "../data/collections/metadata/titanic_metadata.yaml"
 - dataset_name: "FSO_INCOME_SYNTHETIC"
   database_type: "PATH_DB"
   dataset_path: "../data/datasets/income_synthetic_data.csv"
diff --git a/server/data/collections/dataset_collection_local.yaml b/server/data/collections/dataset_collection_local.yaml
new file mode 100644
index 00000000..28b974d7
--- /dev/null
+++ b/server/data/collections/dataset_collection_local.yaml
@@ -0,0 +1,33 @@
+datasets:
+- dataset_name: "IRIS"
+  database_type: "PATH_DB"
+  dataset_path: "https://raw.githubusercontent.com/mwaskom/seaborn-data/master/iris.csv"
+  metadata:
+    database_type: "PATH_DB"
+    metadata_path: "../data/collections/metadata/iris_metadata.yaml"
+- dataset_name: "PENGUIN"
+  database_type: "PATH_DB"
+  dataset_path: "https://raw.githubusercontent.com/mwaskom/seaborn-data/master/penguins.csv"
+  metadata:
+    database_type: "PATH_DB"
+    metadata_path: "../data/collections/metadata/penguin_metadata.yaml"
+- dataset_name: "TITANIC"
+  database_type: "S3_DB"
+  s3_bucket: "example"
+  s3_key: "data/titanic.csv"
+  endpoint_url: "http://minio:9000"
+  aws_access_key_id: "admin"
+  aws_secret_access_key: "admin123"
+  metadata:
+    database_type: "S3_DB"
+    s3_bucket: "example"
+    s3_key: "metadata/titanic_metadata.yaml"
+    endpoint_url: "http://minio:9000"
+    aws_access_key_id: "admin"
+    aws_secret_access_key: "admin123"
+- dataset_name: "FSO_INCOME_SYNTHETIC"
+  database_type: "PATH_DB"
+  dataset_path: "../data/datasets/income_synthetic_data.csv"
+  metadata:
+    database_type: "PATH_DB"
+    metadata_path: "../data/collections/metadata/fso_income_synthetic_metadata.yaml"
\ No newline at end of file
diff --git a/server/data/datasets/titanic.csv b/server/data/datasets/titanic.csv
new file mode 100644
index 00000000..56117b2b
--- /dev/null
+++ b/server/data/datasets/titanic.csv
@@ -0,0 +1,888 @@
+Survived,Pclass,Name,Sex,Age,Siblings/Spouses Aboard,Parents/Children Aboard,Fare
+0,3,Mr. Owen Harris Braund,male,22,1,0,7.25
+1,1,Mrs. John Bradley (Florence Briggs Thayer) Cumings,female,38,1,0,71.2833
+1,3,Miss. Laina Heikkinen,female,26,0,0,7.925
+1,1,Mrs. Jacques Heath (Lily May Peel) Futrelle,female,35,1,0,53.1
+0,3,Mr. William Henry Allen,male,35,0,0,8.05
+0,3,Mr. James Moran,male,27,0,0,8.4583
+0,1,Mr. Timothy J McCarthy,male,54,0,0,51.8625
+0,3,Master. Gosta Leonard Palsson,male,2,3,1,21.075
+1,3,Mrs. Oscar W (Elisabeth Vilhelmina Berg) Johnson,female,27,0,2,11.1333
+1,2,Mrs. Nicholas (Adele Achem) Nasser,female,14,1,0,30.0708
+1,3,Miss. Marguerite Rut Sandstrom,female,4,1,1,16.7
+1,1,Miss. Elizabeth Bonnell,female,58,0,0,26.55
+0,3,Mr. William Henry Saundercock,male,20,0,0,8.05
+0,3,Mr. Anders Johan Andersson,male,39,1,5,31.275
+0,3,Miss. Hulda Amanda Adolfina Vestrom,female,14,0,0,7.8542
+1,2,Mrs. (Mary D Kingcome) Hewlett,female,55,0,0,16
+0,3,Master. Eugene Rice,male,2,4,1,29.125
+1,2,Mr. Charles Eugene Williams,male,23,0,0,13
+0,3,Mrs. Julius (Emelia Maria Vandemoortele) Vander Planke,female,31,1,0,18
+1,3,Mrs. Fatima Masselmani,female,22,0,0,7.225
+0,2,Mr. Joseph J Fynney,male,35,0,0,26
+1,2,Mr. Lawrence Beesley,male,34,0,0,13
+1,3,Miss. Anna McGowan,female,15,0,0,8.0292
+1,1,Mr. William Thompson Sloper,male,28,0,0,35.5
+0,3,Miss. Torborg Danira Palsson,female,8,3,1,21.075
+1,3,Mrs. Carl Oscar (Selma Augusta Emilia Johansson) Asplund,female,38,1,5,31.3875
+0,3,Mr. Farred Chehab Emir,male,26,0,0,7.225
+0,1,Mr. Charles Alexander Fortune,male,19,3,2,263
+1,3,Miss. Ellen O'Dwyer,female,24,0,0,7.8792
+0,3,Mr. Lalio Todoroff,male,23,0,0,7.8958
+0,1,Don. Manuel E Uruchurtu,male,40,0,0,27.7208
+1,1,Mrs. William Augustus (Marie Eugenie) Spencer,female,48,1,0,146.5208
+1,3,Miss. Mary Agatha Glynn,female,18,0,0,7.75
+0,2,Mr. Edward H Wheadon,male,66,0,0,10.5
+0,1,Mr. Edgar Joseph Meyer,male,28,1,0,82.1708
+0,1,Mr. Alexander Oskar Holverson,male,42,1,0,52
+1,3,Mr. Hanna Mamee,male,18,0,0,7.2292
+0,3,Mr. Ernest Charles Cann,male,21,0,0,8.05
+0,3,Miss. Augusta Maria Vander Planke,female,18,2,0,18
+1,3,Miss. Jamila Nicola-Yarred,female,14,1,0,11.2417
+0,3,Mrs. Johan (Johanna Persdotter Larsson) Ahlin,female,40,1,0,9.475
+0,2,Mrs. William John Robert (Dorothy Ann Wonnacott) Turpin,female,27,1,0,21
+1,2,Miss. Simonne Marie Anne Andree Laroche,female,3,1,2,41.5792
+1,3,Miss. Margaret Delia Devaney,female,19,0,0,7.8792
+0,3,Mr. William John Rogers,male,30,0,0,8.05
+0,3,Mr. Denis Lennon,male,20,1,0,15.5
+1,3,Miss. Bridget O'Driscoll,female,27,0,0,7.75
+0,3,Mr. Youssef Samaan,male,16,2,0,21.6792
+0,3,Mrs. Josef (Josefine Franchi) Arnold-Franchi,female,18,1,0,17.8
+0,3,Master. Juha Niilo Panula,male,7,4,1,39.6875
+0,3,Mr. Richard Cater Nosworthy,male,21,0,0,7.8
+1,1,Mrs. Henry Sleeper (Myna Haxtun) Harper,female,49,1,0,76.7292
+1,2,Mrs. Lizzie (Elizabeth Anne Wilkinson) Faunthorpe,female,29,1,0,26
+0,1,Mr. Engelhart Cornelius Ostby,male,65,0,1,61.9792
+1,1,Mr. Hugh Woolner,male,46,0,0,35.5
+1,2,Miss. Emily Rugg,female,21,0,0,10.5
+0,3,Mr. Mansouer Novel,male,28.5,0,0,7.2292
+1,2,Miss. Constance Mirium West,female,5,1,2,27.75
+0,3,Master. William Frederick Goodwin,male,11,5,2,46.9
+0,3,Mr. Orsen Sirayanian,male,22,0,0,7.2292
+1,1,Miss. Amelie Icard,female,38,0,0,80
+0,1,Mr. Henry Birkhardt Harris,male,45,1,0,83.475
+0,3,Master. Harald Skoog,male,4,3,2,27.9
+0,1,Mr. Albert A Stewart,male,64,0,0,27.7208
+1,3,Master. Gerios Moubarek,male,7,1,1,15.2458
+1,2,Mrs. (Elizabeth Ramell) Nye,female,29,0,0,10.5
+0,3,Mr. Ernest James Crease,male,19,0,0,8.1583
+1,3,Miss. Erna Alexandra Andersson,female,17,4,2,7.925
+0,3,Mr. Vincenz Kink,male,26,2,0,8.6625
+0,2,Mr. Stephen Curnow Jenkin,male,32,0,0,10.5
+0,3,Miss. Lillian Amy Goodwin,female,16,5,2,46.9
+0,2,Mr. Ambrose Jr Hood,male,21,0,0,73.5
+0,3,Mr. Apostolos Chronopoulos,male,26,1,0,14.4542
+1,3,Mr. Lee Bing,male,32,0,0,56.4958
+0,3,Mr. Sigurd Hansen Moen,male,25,0,0,7.65
+0,3,Mr. Ivan Staneff,male,23,0,0,7.8958
+0,3,Mr. Rahamin Haim Moutal,male,28,0,0,8.05
+1,2,Master. Alden Gates Caldwell,male,0.83,0,2,29
+1,3,Miss. Elizabeth Dowdell,female,30,0,0,12.475
+0,3,Mr. Achille Waelens,male,22,0,0,9
+1,3,Mr. Jan Baptist Sheerlinck,male,29,0,0,9.5
+1,3,Miss. Brigdet Delia McDermott,female,31,0,0,7.7875
+0,1,Mr. Francisco M Carrau,male,28,0,0,47.1
+1,2,Miss. Bertha Ilett,female,17,0,0,10.5
+1,3,Mrs. Karl Alfred (Maria Mathilda Gustafsson) Backstrom,female,33,3,0,15.85
+0,3,Mr. William Neal Ford,male,16,1,3,34.375
+0,3,Mr. Selman Francis Slocovski,male,20,0,0,8.05
+1,1,Miss. Mabel Helen Fortune,female,23,3,2,263
+0,3,Mr. Francesco Celotti,male,24,0,0,8.05
+0,3,Mr. Emil Christmann,male,29,0,0,8.05
+0,3,Mr. Paul Edvin Andreasson,male,20,0,0,7.8542
+0,1,Mr. Herbert Fuller Chaffee,male,46,1,0,61.175
+0,3,Mr. Bertram Frank Dean,male,26,1,2,20.575
+0,3,Mr. Daniel Coxon,male,59,0,0,7.25
+0,3,Mr. Charles Joseph Shorney,male,22,0,0,8.05
+0,1,Mr. George B Goldschmidt,male,71,0,0,34.6542
+1,1,Mr. William Bertram Greenfield,male,23,0,1,63.3583
+1,2,Mrs. John T (Ada Julia Bone) Doling,female,34,0,1,23
+0,2,Mr. Sinai Kantor,male,34,1,0,26
+0,3,Miss. Matilda Petranec,female,28,0,0,7.8958
+0,3,Mr. Pastcho Petroff,male,29,0,0,7.8958
+0,1,Mr. Richard Frasar White,male,21,0,1,77.2875
+0,3,Mr. Gustaf Joel Johansson,male,33,0,0,8.6542
+0,3,Mr. Anders Vilhelm Gustafsson,male,37,2,0,7.925
+0,3,Mr. Stoytcho Mionoff,male,28,0,0,7.8958
+1,3,Miss. Anna Kristine Salkjelsvik,female,21,0,0,7.65
+1,3,Mr. Albert Johan Moss,male,29,0,0,7.775
+0,3,Mr. Tido Rekic,male,38,0,0,7.8958
+1,3,Miss. Bertha Moran,female,28,1,0,24.15
+0,1,Mr. Walter Chamberlain Porter,male,47,0,0,52
+0,3,Miss. Hileni Zabour,female,14.5,1,0,14.4542
+0,3,Mr. David John Barton,male,22,0,0,8.05
+0,3,Miss. Katriina Jussila,female,20,1,0,9.825
+0,3,Miss. Malake Attalah,female,17,0,0,14.4583
+0,3,Mr. Edvard Pekoniemi,male,21,0,0,7.925
+0,3,Mr. Patrick Connors,male,70.5,0,0,7.75
+0,2,Mr. William John Robert Turpin,male,29,1,0,21
+0,1,Mr. Quigg Edmond Baxter,male,24,0,1,247.5208
+0,3,Miss. Ellis Anna Maria Andersson,female,2,4,2,31.275
+0,2,Mr. Stanley George Hickman,male,21,2,0,73.5
+0,3,Mr. Leonard Charles Moore,male,19,0,0,8.05
+0,2,Mr. Nicholas Nasser,male,32.5,1,0,30.0708
+1,2,Miss. Susan Webber,female,32.5,0,0,13
+0,1,Mr. Percival Wayland White,male,54,0,1,77.2875
+1,3,Master. Elias Nicola-Yarred,male,12,1,0,11.2417
+0,3,Mr. Martin McMahon,male,19,0,0,7.75
+1,3,Mr. Fridtjof Arne Madsen,male,24,0,0,7.1417
+1,3,Miss. Anna Peter,female,2,1,1,22.3583
+0,3,Mr. Johan Ekstrom,male,45,0,0,6.975
+0,3,Mr. Jozef Drazenoic,male,33,0,0,7.8958
+0,3,Mr. Domingos Fernandeo Coelho,male,20,0,0,7.05
+0,3,Mrs. Alexander A (Grace Charity Laury) Robins,female,47,1,0,14.5
+1,2,Mrs. Leopold (Mathilde Francoise Pede) Weisz,female,29,1,0,26
+0,2,Mr. Samuel James Hayden Sobey,male,25,0,0,13
+0,2,Mr. Emile Richard,male,23,0,0,15.0458
+1,1,Miss. Helen Monypeny Newsom,female,19,0,2,26.2833
+0,1,Mr. Jacques Heath Futrelle,male,37,1,0,53.1
+0,3,Mr. Olaf Elon Osen,male,16,0,0,9.2167
+0,1,Mr. Victor Giglio,male,24,0,0,79.2
+0,3,Mrs. Joseph (Sultana) Boulos,female,40,0,2,15.2458
+1,3,Miss. Anna Sofia Nysten,female,22,0,0,7.75
+1,3,Mrs. Pekka Pietari (Elin Matilda Dolck) Hakkarainen,female,24,1,0,15.85
+0,3,Mr. Jeremiah Burke,male,19,0,0,6.75
+0,2,Mr. Edgardo Samuel Andrew,male,18,0,0,11.5
+0,2,Mr. Joseph Charles Nicholls,male,19,1,1,36.75
+1,3,Mr. August Edvard Andersson,male,27,0,0,7.7958
+0,3,Miss. Robina Maggie Ford,female,9,2,2,34.375
+0,2,Mr. Michel Navratil,male,36.5,0,2,26
+0,2,Rev. Thomas Roussel Davids Byles,male,42,0,0,13
+0,2,Rev. Robert James Bateman,male,51,0,0,12.525
+1,1,Mrs. Thomas (Edith Wearne) Pears,female,22,1,0,66.6
+0,3,Mr. Alfonzo Meo,male,55.5,0,0,8.05
+0,3,Mr. Austin Blyler van Billiard,male,40.5,0,2,14.5
+0,3,Mr. Ole Martin Olsen,male,27,0,0,7.3125
+0,1,Mr. Charles Duane Williams,male,51,0,1,61.3792
+1,3,Miss. Katherine Gilnagh,female,16,0,0,7.7333
+0,3,Mr. Harry Corn,male,30,0,0,8.05
+0,3,Mr. Mile Smiljanic,male,37,0,0,8.6625
+0,3,Master. Thomas Henry Sage,male,5,8,2,69.55
+0,3,Mr. John Hatfield Cribb,male,44,0,1,16.1
+1,2,Mrs. James (Elizabeth Inglis Milne) Watt,female,40,0,0,15.75
+0,3,Mr. John Viktor Bengtsson,male,26,0,0,7.775
+0,3,Mr. Jovo Calic,male,17,0,0,8.6625
+0,3,Master. Eino Viljami Panula,male,1,4,1,39.6875
+1,3,Master. Frank John William Goldsmith,male,9,0,2,20.525
+1,1,Mrs. (Edith Martha Bowerman) Chibnall,female,48,0,1,55
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+0,3,Mr. William Ali,male,25,0,0,7.05
+0,3,Mr. Abraham (David Lishin) Harmer,male,25,0,0,7.25
+1,3,Miss. Anna Sofia Sjoblom,female,18,0,0,7.4958
+0,3,Master. George Hugh Rice,male,8,4,1,29.125
+1,3,Master. Bertram Vere Dean,male,1,1,2,20.575
+0,1,Mr. Benjamin Guggenheim,male,46,0,0,79.2
+0,3,Mr. Andrew Keane,male,20,0,0,7.75
+0,2,Mr. Alfred Gaskell,male,16,0,0,26
+0,3,Miss. Stella Anna Sage,female,21,8,2,69.55
+0,1,Mr. William Fisher Hoyt,male,43,0,0,30.6958
+0,3,Mr. Ristiu Dantcheff,male,25,0,0,7.8958
+0,2,Mr. Richard Otter,male,39,0,0,13
+1,1,Dr. Alice (Farnham) Leader,female,49,0,0,25.9292
+1,3,Mrs. Mara Osman,female,31,0,0,8.6833
+0,3,Mr. Yousseff Ibrahim Shawah,male,30,0,0,7.2292
+0,3,Mrs. Jean Baptiste (Rosalie Paula Govaert) Van Impe,female,30,1,1,24.15
+0,2,Mr. Martin Ponesell,male,34,0,0,13
+1,2,Mrs. Harvey (Charlotte Annie Tate) Collyer,female,31,1,1,26.25
+1,1,Master. William Thornton II Carter,male,11,1,2,120
+1,3,Master. Assad Alexander Thomas,male,0.42,0,1,8.5167
+1,3,Mr. Oskar Arvid Hedman,male,27,0,0,6.975
+0,3,Mr. Karl Johan Johansson,male,31,0,0,7.775
+0,1,Mr. Thomas Jr Andrews,male,39,0,0,0
+0,3,Miss. Ellen Natalia Pettersson,female,18,0,0,7.775
+0,2,Mr. August Meyer,male,39,0,0,13
+1,1,Mrs. Norman Campbell (Bertha Griggs) Chambers,female,33,1,0,53.1
+0,3,Mr. William Alexander,male,26,0,0,7.8875
+0,3,Mr. James Lester,male,39,0,0,24.15
+0,2,Mr. Richard James Slemen,male,35,0,0,10.5
+0,3,Miss. Ebba Iris Alfrida Andersson,female,6,4,2,31.275
+0,3,Mr. Ernest Portage Tomlin,male,30.5,0,0,8.05
+0,1,Mr. Richard Fry,male,39,0,0,0
+0,3,Miss. Wendla Maria Heininen,female,23,0,0,7.925
+0,2,Mr. Albert Mallet,male,31,1,1,37.0042
+0,3,Mr. John Fredrik Alexander Holm,male,43,0,0,6.45
+0,3,Master. Karl Thorsten Skoog,male,10,3,2,27.9
+1,1,Mrs. Charles Melville (Clara Jennings Gregg) Hays,female,52,1,1,93.5
+1,3,Mr. Nikola Lulic,male,27,0,0,8.6625
+0,1,Jonkheer. John George Reuchlin,male,38,0,0,0
+1,3,Mrs. (Beila) Moor,female,27,0,1,12.475
+0,3,Master. Urho Abraham Panula,male,2,4,1,39.6875
+0,3,Mr. John Flynn,male,36,0,0,6.95
+0,3,Mr. Len Lam,male,23,0,0,56.4958
+1,2,Master. Andre Mallet,male,1,0,2,37.0042
+1,3,Mr. Thomas Joseph McCormack,male,19,0,0,7.75
+1,1,Mrs. George Nelson (Martha Evelyn) Stone,female,62,0,0,80
+1,3,Mrs. Antoni (Selini Alexander) Yasbeck,female,15,1,0,14.4542
+1,2,Master. George Sibley Richards,male,0.83,1,1,18.75
+0,3,Mr. Amin Saad,male,30,0,0,7.2292
+0,3,Mr. Albert Augustsson,male,23,0,0,7.8542
+0,3,Mr. Owen George Allum,male,18,0,0,8.3
+1,1,Miss. Sara Rebecca Compton,female,39,1,1,83.1583
+0,3,Mr. Jakob Pasic,male,21,0,0,8.6625
+0,3,Mr. Maurice Sirota,male,20,0,0,8.05
+1,3,Mr. Chang Chip,male,32,0,0,56.4958
+1,1,Mr. Pierre Marechal,male,29,0,0,29.7
+0,3,Mr. Ilmari Rudolf Alhomaki,male,20,0,0,7.925
+0,2,Mr. Thomas Charles Mudd,male,16,0,0,10.5
+1,1,Miss. Augusta Serepeca,female,30,0,0,31
+0,3,Mr. Peter L Lemberopolous,male,34.5,0,0,6.4375
+0,3,Mr. Jeso Culumovic,male,17,0,0,8.6625
+0,3,Mr. Anthony Abbing,male,42,0,0,7.55
+0,3,Mr. Douglas Bullen Sage,male,18,8,2,69.55
+0,3,Mr. Marin Markoff,male,35,0,0,7.8958
+0,2,Rev. John Harper,male,28,0,1,33
+1,1,Mrs. Samuel L (Edwiga Grabowska) Goldenberg,female,40,1,0,89.1042
+0,3,Master. Sigvard Harald Elias Andersson,male,4,4,2,31.275
+0,3,Mr. Johan Svensson,male,74,0,0,7.775
+0,3,Miss. Nourelain Boulos,female,9,1,1,15.2458
+1,1,Miss. Mary Conover Lines,female,16,0,1,39.4
+0,2,Mrs. Ernest Courtenay (Lilian Hughes) Carter,female,44,1,0,26
+1,3,Mrs. Sam (Leah Rosen) Aks,female,18,0,1,9.35
+1,1,Mrs. George Dennick (Mary Hitchcock) Wick,female,45,1,1,164.8667
+1,1,Mr. Peter Denis Daly,male,51,0,0,26.55
+1,3,Mrs. Solomon (Latifa Qurban) Baclini,female,24,0,3,19.2583
+0,3,Mr. Raihed Razi,male,30,0,0,7.2292
+0,3,Mr. Claus Peter Hansen,male,41,2,0,14.1083
+0,2,Mr. Frederick Edward Giles,male,21,1,0,11.5
+1,1,Mrs. Frederick Joel (Margaret Welles Barron) Swift,female,48,0,0,25.9292
+0,3,Miss. Dorothy Edith Sage,female,14,8,2,69.55
+0,2,Mr. John William Gill,male,24,0,0,13
+1,2,Mrs. (Karolina) Bystrom,female,42,0,0,13
+1,2,Miss. Asuncion Duran y More,female,27,1,0,13.8583
+0,1,Mr. Washington Augustus II Roebling,male,31,0,0,50.4958
+0,3,Mr. Philemon van Melkebeke,male,23,0,0,9.5
+1,3,Master. Harold Theodor Johnson,male,4,1,1,11.1333
+0,3,Mr. Cerin Balkic,male,26,0,0,7.8958
+1,1,Mrs. Richard Leonard (Sallie Monypeny) Beckwith,female,47,1,1,52.5542
+0,1,Mr. Frans Olof Carlsson,male,33,0,0,5
+0,3,Mr. Victor Vander Cruyssen,male,47,0,0,9
+1,2,Mrs. Samuel (Hannah Wizosky) Abelson,female,28,1,0,24
+1,3,Miss. Adele Kiamie Najib,female,15,0,0,7.225
+0,3,Mr. Alfred Ossian Gustafsson,male,20,0,0,9.8458
+0,3,Mr. Nedelio Petroff,male,19,0,0,7.8958
+0,3,Mr. Kristo Laleff,male,23,0,0,7.8958
+1,1,Mrs. Thomas Jr (Lily Alexenia Wilson) Potter,female,56,0,1,83.1583
+1,2,Mrs. William (Imanita Parrish Hall) Shelley,female,25,0,1,26
+0,3,Mr. Johann Markun,male,33,0,0,7.8958
+0,3,Miss. Gerda Ulrika Dahlberg,female,22,0,0,10.5167
+0,2,Mr. Frederick James Banfield,male,28,0,0,10.5
+0,3,Mr. Henry Jr Sutehall,male,25,0,0,7.05
+0,3,Mrs. William (Margaret Norton) Rice,female,39,0,5,29.125
+0,2,Rev. Juozas Montvila,male,27,0,0,13
+1,1,Miss. Margaret Edith Graham,female,19,0,0,30
+0,3,Miss. Catherine Helen Johnston,female,7,1,2,23.45
+1,1,Mr. Karl Howell Behr,male,26,0,0,30
+0,3,Mr. Patrick Dooley,male,32,0,0,7.75
\ No newline at end of file
diff --git a/server/deploy/helm/charts/lomas_server/Chart.yaml b/server/deploy/helm/charts/lomas_server/Chart.yaml
index 8634f13e..5fa54ec8 100644
--- a/server/deploy/helm/charts/lomas_server/Chart.yaml
+++ b/server/deploy/helm/charts/lomas_server/Chart.yaml
@@ -6,7 +6,7 @@ type: application
 
 version: 0.1.0
 
-appVersion: "0.1.0"
+appVersion: "0.1.1"
 
 dependencies:
   - name: mongodb
diff --git a/server/docker-compose.yml b/server/docker-compose.yml
index 66cdf9cd..6125c114 100644
--- a/server/docker-compose.yml
+++ b/server/docker-compose.yml
@@ -1,4 +1,3 @@
-version: '3.4'
 services:
   lomas_server:
     image: dsccadminch/lomas_server_dev
@@ -13,9 +12,16 @@ services:
       - ./lomas_server:/code/
       - ./configs/example_config.yaml:/usr/lomas_server/runtime.yaml
       - ./configs/example_secrets.yaml:/usr/lomas_server/secrets.yaml
-      - ./data/:/data/
+      - ./data/collections/metadata:/data/collections/metadata/
+      - ./data/collections/dataset_collection_local.yaml:/data/collections/dataset_collection.yaml
+      - ./data/collections/user_collection.yaml:/data/collections/user_collection.yaml
     depends_on:
-      - mongodb
+      minio-client:
+        condition: service_completed_successfully
+        restart: true
+      mongodb:
+        condition: service_started
+        restart: true
     networks:
       - lomas-network
   mongodb:
@@ -40,6 +46,37 @@ services:
       - MONGODB_INITDB_ROOT_PASSWORD=root_pwd
       - MONGODB_INITDB_DATABASE=defaultdb
       # add user https://stackoverflow.com/questions/42912755/how-to-create-a-db-for-mongodb-container-on-start-up/54064268#54064268
+  minio:
+    container_name: minio
+    image: minio/minio
+    ports:
+      - 9000:9000
+      - 9001:9001
+    command: server /data
+    environment:
+      - MINIO_ROOT_USER=admin
+      - MINIO_ROOT_PASSWORD=admin123
+      - MINIO_CONSOLE_ADDRESS=:9001
+    volumes:
+      - minio-data:/data
+    networks:
+      - lomas-network
+  minio-client:
+    container_name: minio-client
+    image: minio/mc
+    depends_on:
+      - minio
+    entrypoint: /bin/sh -c "
+      sleep 15 && 
+      mc alias set myminio http://minio:9000 admin admin123 && 
+      mc mb myminio/example || true && 
+      mc cp /data/datasets/titanic.csv myminio/example/data/titanic.csv &&
+      mc cp /data/collections/metadata/titanic_metadata.yaml myminio/example/metadata/titanic_metadata.yaml &&
+      mc ls --recursive --versions myminio/example"
+    volumes:
+      - ./data/:/data
+    networks:
+      - lomas-network
   lomas_admin_dashboard:
     image: dsccadminch/lomas_admin_dashboard_dev
     build:
@@ -82,11 +119,11 @@ networks:
     driver: bridge
 
 volumes:
-  # This volume needs to be setup only once with "docker volume create mongodata"
-  # It will be stored in /var/lib/docker/volumes and managed by docker.
+  # These volumes needs to be setup only once with "docker volume create <volume_name>"
+  # They will be stored in /var/lib/docker/volumes and managed by docker.
   mongodata:
     external: true
-  #mongoconfig:
-  #  external: true
+  minio-data:
+    external: true
 
 


Test patch:
diff --git a/server/docker-compose-test.yml b/server/docker-compose-test.yml
index ff4a85f1..76dbbd8a 100644
--- a/server/docker-compose-test.yml
+++ b/server/docker-compose-test.yml
@@ -27,7 +27,6 @@ services:
     environment:
       - MINIO_ROOT_USER=admin
       - MINIO_ROOT_PASSWORD=admin123
-      - ENDPOINT_URL=http://minio:9000
     ports:
       - "9000:9000"
     volumes: