diff --git a/.gitignore b/.gitignore
index 8830724..795ea36 100644
--- a/.gitignore
+++ b/.gitignore
@@ -76,7 +76,18 @@ target/
 .ipynb_checkpoints/
 
 # exclude data from source control by default
-/data/
+# /data/
+data/interim/*
+data/isr/*
+data/posters/*
+data/processed/*
+data/raw/*
+data/tmp/*
+!data/**/.gitkeep
+
+# reports 
+reports/*.html
+reports/figures/*.png
 
 # Mac OS-specific storage files
 .DS_Store
diff --git a/Makefile b/Makefile
index 2edf7f2..3db5089 100644
--- a/Makefile
+++ b/Makefile
@@ -47,6 +47,18 @@ debug:
 config_template:
 	$(PYTHON_INTERPRETER) iss/tools/config_template.py
 
+## start docker
+docker_start:
+	docker-compose up -d
+
+## stop docker
+docker_stop:
+	docker-compose stop
+
+## docker exec bash
+docker_bash:
+	docker exec --user=jovyan -it jupyter-iss /bin/bash
+
 
 #################################################################################
 # PROJECT RULES                                                                 #
@@ -68,6 +80,9 @@ training:
 exec_clustering:
 	$(PYTHON_INTERPRETER) -m iss.exec.clustering
 
+posters:
+	$(PYTHON_INTERPRETER) -m iss.exec.posters --config-id=1 --generate=1 --poster-id='test'
+
 
 #################################################################################
 # OUTSIDE CONTAINER                                                             #
diff --git a/README.md b/README.md
index db1993e..b551d74 100644
--- a/README.md
+++ b/README.md
@@ -5,6 +5,13 @@ _Work In Progress_
 
 Project to identify nice pics from live ISS
 
+## Poster examples
+
+![Poster 1](data/poster_1.jpg)
+![Poster 2](data/poster_2.jpg)
+![Poster 3](data/poster_3.jpg)
+
+
 Project Organization
 ------------
 
@@ -59,7 +66,7 @@ Project Organization
 <p><small>Project based on the <a target="_blank" href="https://drivendata.github.io/cookiecutter-data-science/">cookiecutter data science project template</a>. #cookiecutterdatascience</small></p>
 
 
-## Size
+## Personal Note:
 
 original size : 1280x720
 cut size : 48x27
@@ -76,4 +83,15 @@ donne : (en 150 dpi)
 
 48.77cm x 73.15cm
 
-bordure de 60px pour 1 cm en 150dpi
\ No newline at end of file
+bordure de 60px pour 1 cm en 150dpi
+
+version2 : 
+
+* e63e25b
+* df89064
+* d4cb94
+* c2ff00
+* 2e58ed9 : ok
+* 2b11acbe
+* 2575f6
+* 1b4cb13: ok
\ No newline at end of file
diff --git a/data/interim/.gitkeep b/data/interim/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/data/isr/.gitkeep b/data/isr/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/data/poster_1.jpg b/data/poster_1.jpg
new file mode 100644
index 0000000..d4e99e3
Binary files /dev/null and b/data/poster_1.jpg differ
diff --git a/data/poster_2.jpg b/data/poster_2.jpg
new file mode 100644
index 0000000..9a66e43
Binary files /dev/null and b/data/poster_2.jpg differ
diff --git a/data/poster_3.jpg b/data/poster_3.jpg
new file mode 100644
index 0000000..982328e
Binary files /dev/null and b/data/poster_3.jpg differ
diff --git a/data/posters/.gitkeep b/data/posters/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/data/processed/.gitkeep b/data/processed/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/data/raw/.gitkeep b/data/raw/.gitkeep
new file mode 100644
index 0000000..e69de29
diff --git a/iss/exec/posters.py b/iss/exec/posters.py
index 0b9f807..a58e315 100644
--- a/iss/exec/posters.py
+++ b/iss/exec/posters.py
@@ -3,6 +3,7 @@ import numpy as np
 import random
 import uuid 
 import PIL
+import click
 from PIL import ImageDraw, ImageFont
 from iss.init_config import CONFIG
 from iss.tools import Tools
@@ -20,8 +21,6 @@ from iss.tools import Tools
 BORDER_SIZE = 30
 O_WIDTH = 1080 
 O_HEIGHT = 720
-N_GENERATE = 1
-POSTER_ID = 'secret_santa_lincoln'
 CLUSTERS = {
     'horizon_only': [2, 6, 20, 23, 27, 44, 47],
     'horizon_iss': [4, 5, 12, 17, 32, 37, 40],
@@ -108,7 +107,7 @@ POSTERS_CONFIG = [{
 ## Fonctions
 ##
 
-def pictures_df(config, db_manager, config_poster):
+def get_pictures_df(config, db_manager, poster_config):
 
     
     req_sql = "SELECT * FROM iss.pictures_embedding WHERE clustering_version = %s AND clustering_model_type = %s AND clustering_model_name = %s"
@@ -208,17 +207,25 @@ def write_poster_picture(config, poster_config, poster, poster_id = None):
 ## Main
 ##
 
-if __name__  == '__main__':
+@click.command()
+@click.option('--config-id', default=1, show_default=True, type=int)
+@click.option('--generate', default=1, show_default=True, type=int)
+@click.option('--poster-id', default=None, show_default=True, type=str)
+def main(config_id, generate, poster_id):
+    
+    N_GENERATE = generate
+    POSTER_ID = poster_id
+    
     db_manager = Tools.create_db_manager(CONFIG)
 
     ## creation de la base
     db_manager.create_posters_table()
 
     ##
-    poster_config = POSTERS_CONFIG[2]
+    poster_config = POSTERS_CONFIG[config_id]
     
     ##
-    pictures_df = pictures_df(CONFIG, db_manager, poster_config)
+    pictures_df = get_pictures_df(CONFIG, db_manager, poster_config)
 
     ##
     poster = create_empty_poster(CONFIG, poster_config)
@@ -239,3 +246,7 @@ if __name__  == '__main__':
 
         ##
         write_poster_picture(CONFIG, poster_config, poster, poster_id)
+
+
+if __name__  == '__main__':
+    main()