diff --git a/basic-bd/acces_base_de_donnees.py b/basic-bd/acces_base_de_donnees.py
new file mode 100644
index 0000000000000000000000000000000000000000..a68b2dbfacf2f534f92cd83c4ee94d4b179668bd
--- /dev/null
+++ b/basic-bd/acces_base_de_donnees.py
@@ -0,0 +1,73 @@
+from sqlalchemy.ext.declarative import declarative_base
+
+from sqlalchemy import create_engine
+from sqlalchemy.orm import scoped_session, sessionmaker
+from sqlalchemy import Column, Integer, String
+
+Base = declarative_base()
+
+template = f"""<!DOCTYPE html>
+<html lang="fr">
+ <head>
+ <meta charset="utf-8">
+ <title>Baskets Nike</title>
+ </head>
+ <body>
+ <h1>Liste des modèle Nike disponible</h1>
+ <h2>Le métier d'ingénieur</h2>
+ <p>Bonjour</p>
+ <ol>
+ <li>BAC L</li>
+ <li>BAC ES</li>
+ <li>BAC S</li>
+ <ol>
+ <p><img src="protocole-http.png"></p>
+ </body>
+</html>
+"""
+
+base = """<!DOCTYPE html>
+<html lang="fr">
+ <head>
+ <meta charset="utf-8">
+ <title>Baskets Nike</title>
+ </head>
+ <body>
+ <h1>Liste des modèle Nike disponibles</h1>"""
+
+fin = """</body>
+</html>
+"""
+
+class BasketNike(Base):
+ __tablename__ = 'nike'
+
+ id = Column(Integer, primary_key=True)
+ modele = Column(String)
+ couleur = Column(String)
+ image = Column(String)
+ stock = Column(Integer)
+
+ def __repr__(self):
+ return "{0} : modèle {1}, couleur {2}, stock {3}".format(
+ self.id,
+ self.modele,
+ self.couleur,
+ self.stock
+ )
+
+if __name__ == '__main__':
+ engine = create_engine("sqlite:///basket.db", echo=False)
+ DBSession = scoped_session(sessionmaker())
+ DBSession.configure(bind=engine, autoflush=False, expire_on_commit=False)
+
+ print(base)
+ for b in DBSession.query(BasketNike).all():
+ print(f"""<div>
+ <div id="modele">{b.modele}</div>
+ <div id="stock">couleur: {b.couleur}, stock: {b.stock}</div>
+ <div id="image_basket"><img src="./{b.image}"></div>
+ </div>
+ """)
+
+ print(fin)
diff --git a/basic-bd/basket.db b/basic-bd/basket.db
new file mode 100644
index 0000000000000000000000000000000000000000..75c3b0bc68599099ad7c60a28ba5adab625e0ab4
Binary files /dev/null and b/basic-bd/basket.db differ
diff --git a/basic-bd/cree_basket_bd.md b/basic-bd/cree_basket_bd.md
new file mode 100644
index 0000000000000000000000000000000000000000..cbeea937293a4fd6ecca5dbfb1bf0c2ffab2525d
--- /dev/null
+++ b/basic-bd/cree_basket_bd.md
@@ -0,0 +1,18 @@
+# Créer la base à partir d'instructions SQL
+
+```shell
+$ sqlite3 basket.db
+SQLite version 3.37.2 2022-01-06 13:25:41
+Enter ".help" for usage hints.
+sqlite>
+```
+
+```sqlite
+sqlite> .read cree_basket_bd.sql
+sqlite> .tables
+nike
+sqlite> select * from nike;
+1|Nike air force 1|blanche|nike_air_force_1.jpeg|10
+2|Nike MK2 Tekno|bleue|nike_mk2_tekno.jpeg|5
+3|Nike Air Max Metallic|doré, argenté|nike_air_max_metallic.jpeg|2
+```
diff --git a/basic-bd/cree_basket_bd.sql b/basic-bd/cree_basket_bd.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7b1e9052107abd7e80141aff87612a3544013249
--- /dev/null
+++ b/basic-bd/cree_basket_bd.sql
@@ -0,0 +1,4 @@
+CREATE TABLE nike (id integer primary key autoincrement, modele text, couleur text, image text, stock integer default 0);
+INSERT INTO nike (modele, couleur, image, stock) values ("Nike air force 1", "blanche", "nike_air_force_1.jpeg", 10);
+INSERT INTO nike (modele, couleur, image, stock) values ("Nike MK2 Tekno", "bleue", "nike_mk2_tekno.jpeg", 5);
+INSERT INTO nike (modele, couleur, image, stock) values ("Nike Air Max Metallic", "doré, argenté", "nike_air_max_metallic.jpeg", 2);
diff --git a/basic-bd/requetes.sql b/basic-bd/requetes.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c2298a460d9a7db555e70a4b5f32c3f10f3727f0
--- /dev/null
+++ b/basic-bd/requetes.sql
@@ -0,0 +1,19 @@
+.mode column
+.headers on
+
+CREATE TABLE nike (id integer primary key autoincrement, modele text, couleur text, image text, stock integer default 0);
+
+.schema
+
+INSERT INTO nike (modele, couleur, image, stock) values ("Nike air force 1", "blanche", "nike_air_force_1.jpeg", 10);
+INSERT INTO nike (modele, couleur, image, stock) values ("Nike MK2 Tekno", "bleue", "nike_mk2_tekno.jpeg", 5);
+INSERT INTO nike (modele, couleur, image, stock) values ("Nike Air Max Metallic", "doré, argenté", "nike_air_max_metallic.jpeg", 2);
+
+
+SELECT * FROM nike;
+
+SELECT * FROM nike where modele like "%air%";
+
+select DISTINCT modele from nike;
+
+select count(*) from nike;
diff --git a/requirements-dev.in b/requirements-dev.in
new file mode 100644
index 0000000000000000000000000000000000000000..f3a3fb402f36ae27bccd743be35225a378b0ceab
--- /dev/null
+++ b/requirements-dev.in
@@ -0,0 +1,5 @@
+-c requirements.txt
+ipython
+black
+flake8
+pytest
diff --git a/requirements-dev.txt b/requirements-dev.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc31c023f91d576abebd7094a5d36cd70b68f1eb
--- /dev/null
+++ b/requirements-dev.txt
@@ -0,0 +1,82 @@
+#
+# This file is autogenerated by pip-compile with Python 3.10
+# by the following command:
+#
+# pip-compile requirements-dev.in
+#
+asttokens==2.2.1
+ # via stack-data
+attrs==22.1.0
+ # via pytest
+backcall==0.2.0
+ # via ipython
+black==22.12.0
+ # via -r requirements-dev.in
+click==8.1.3
+ # via black
+decorator==5.1.1
+ # via ipython
+exceptiongroup==1.0.4
+ # via pytest
+executing==1.2.0
+ # via stack-data
+flake8==6.0.0
+ # via -r requirements-dev.in
+iniconfig==1.1.1
+ # via pytest
+ipython==8.7.0
+ # via -r requirements-dev.in
+jedi==0.18.2
+ # via ipython
+matplotlib-inline==0.1.6
+ # via ipython
+mccabe==0.7.0
+ # via flake8
+mypy-extensions==0.4.3
+ # via black
+packaging==22.0
+ # via
+ # -c requirements.txt
+ # pytest
+parso==0.8.3
+ # via jedi
+pathspec==0.10.3
+ # via black
+pexpect==4.8.0
+ # via ipython
+pickleshare==0.7.5
+ # via ipython
+platformdirs==2.6.0
+ # via black
+pluggy==1.0.0
+ # via pytest
+prompt-toolkit==3.0.36
+ # via ipython
+ptyprocess==0.7.0
+ # via pexpect
+pure-eval==0.2.2
+ # via stack-data
+pycodestyle==2.10.0
+ # via flake8
+pyflakes==3.0.1
+ # via flake8
+pygments==2.13.0
+ # via ipython
+pytest==7.2.0
+ # via -r requirements-dev.in
+six==1.16.0
+ # via
+ # -c requirements.txt
+ # asttokens
+stack-data==0.6.2
+ # via ipython
+tomli==2.0.1
+ # via
+ # black
+ # pytest
+traitlets==5.7.1
+ # via
+ # ipython
+ # matplotlib-inline
+wcwidth==0.2.5
+ # via prompt-toolkit
diff --git a/requirements.in b/requirements.in
new file mode 100644
index 0000000000000000000000000000000000000000..12df090359245538c3a9f8d5c118ea2cbfb9de16
--- /dev/null
+++ b/requirements.in
@@ -0,0 +1,5 @@
+beautifulsoup4
+requests
+SQLAlchemy
+pandas
+matplotlib
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc549eebdaef2b0d4c867cefef251ac264699e41
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,55 @@
+#
+# This file is autogenerated by pip-compile with Python 3.10
+# by the following command:
+#
+# pip-compile requirements.in
+#
+beautifulsoup4==4.11.1
+ # via -r requirements.in
+certifi==2022.12.7
+ # via requests
+charset-normalizer==2.1.1
+ # via requests
+contourpy==1.0.6
+ # via matplotlib
+cycler==0.11.0
+ # via matplotlib
+fonttools==4.38.0
+ # via matplotlib
+greenlet==2.0.1
+ # via sqlalchemy
+idna==3.4
+ # via requests
+kiwisolver==1.4.4
+ # via matplotlib
+matplotlib==3.6.2
+ # via -r requirements.in
+numpy==1.23.5
+ # via
+ # contourpy
+ # matplotlib
+ # pandas
+packaging==22.0
+ # via matplotlib
+pandas==1.5.2
+ # via -r requirements.in
+pillow==9.3.0
+ # via matplotlib
+pyparsing==3.0.9
+ # via matplotlib
+python-dateutil==2.8.2
+ # via
+ # matplotlib
+ # pandas
+pytz==2022.6
+ # via pandas
+requests==2.28.1
+ # via -r requirements.in
+six==1.16.0
+ # via python-dateutil
+soupsieve==2.3.2.post1
+ # via beautifulsoup4
+sqlalchemy==1.4.45
+ # via -r requirements.in
+urllib3==1.26.13
+ # via requests