From 217900c6a5d3d5c6cccb4450280d0d66ba77c7d4 Mon Sep 17 00:00:00 2001
From: salimM21 <salim.majide.officiel@gmail.com>
Date: Sat, 6 Sep 2025 20:20:48 +0100
Subject: [PATCH] pip freeze > requirements.txt

---
 .vscode/settings.json                         |   7 +-
 alembic.ini                                   | 147 +++++++++++
 alembic/README                                |   1 +
 alembic/env.py                                |  78 ++++++
 alembic/script.py.mako                        |  28 +++
 backend/app/api/auth.py                       |   2 +-
 backend/app/api/deps.py                       |   2 +-
 backend/app/api/users.py                      |   3 +-
 backend/app/core/security.py                  |   3 +-
 backend/app/db/models.py                      |   2 +-
 backend/app/db/session.py                     |   5 +-
 backend/app/main.py                           |   3 +-
 backend/app/services/predictor.py             |  18 +-
 backend/requirements.txt                      | Bin 0 -> 10392 bytes
 frontend/add_patient.html                     |  34 +++
 frontend/admin.html                           |  59 +++++
 frontend/dashboard.html                       |  37 +++
 frontend/index.html                           |  26 ++
 frontend/js/app.js                            | 235 ++++++++++++++++++
 frontend/register.html                        |  25 ++
 frontend/styles.css                           | 156 ++++++++++++
 requirements.txt                              | Bin 541 -> 10392 bytes
 src/obesitrack/db/database.py                 |  10 +-
 src/obesitrack/db/models.py                   |  10 -
 templates/admin.html                          |  54 ----
 templates/assets/js/Chart.js                  |   0
 templates/assets/js/admin.js                  |   0
 templates/assets/js/css/inst.md               |  34 ---
 templates/assets/js/history.js                |   0
 templates/assets/js/login.js                  |  17 --
 templates/assets/js/predict.js                |   0
 templates/assets/js/register.js               |   0
 templates/history.html                        |  33 ---
 templates/login.html                          |  20 --
 templates/predict.html                        |  52 ----
 templates/register.html                       |  70 ------
 test.html                                     |  31 +++
 tests/conftest.py                             |   6 +-
 tests/test_drift.py                           |   6 +-
 tests/test_explain.py                         |   6 +-
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 4621 bytes
 ..._init__.cpython-312-pytest-8.3.2.pyc.24728 | Bin 0 -> 4621 bytes
 ..._init__.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 4621 bytes
 .../from_thread.cpython-312-pytest-8.3.2.pyc  | Bin 0 -> 25539 bytes
 .../lowlevel.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 6967 bytes
 ...pytest_plugin.cpython-312-pytest-8.3.2.pyc | Bin 0 -> 14568 bytes
 .../to_thread.cpython-312-pytest-8.3.2.pyc    | Bin 0 -> 3056 bytes
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 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 190 bytes
 ..._init__.cpython-312-pytest-8.3.2.pyc.24728 | Bin 0 -> 190 bytes
 ...ntextmanagers.cpython-312-pytest-8.3.2.pyc | Bin 0 -> 12050 bytes
 .../_eventloop.cpython-312-pytest-8.3.2.pyc   | Bin 0 -> 6461 bytes
 ...entloop.cpython-312-pytest-8.3.2.pyc.24728 | Bin 0 -> 6461 bytes
 .../_exceptions.cpython-312-pytest-8.3.2.pyc  | Bin 0 -> 6480 bytes
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 .../_streams.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 2451 bytes
 ..._subprocesses.cpython-312-pytest-8.3.2.pyc | Bin 0 -> 9763 bytes
 ...ocesses.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 9763 bytes
 ...nchronization.cpython-312-pytest-8.3.2.pyc | Bin 0 -> 32257 bytes
 ...ization.cpython-312-pytest-8.3.2.pyc.24728 | Bin 0 -> 32257 bytes
 ...ization.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 32257 bytes
 .../_tasks.cpython-312-pytest-8.3.2.pyc       | Bin 0 -> 7108 bytes
 .../_tempfile.cpython-312-pytest-8.3.2.pyc    | Bin 0 -> 28255 bytes
 ...empfile.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 28255 bytes
 .../_testing.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 3684 bytes
 .../_typedattr.cpython-312-pytest-8.3.2.pyc   | Bin 0 -> 3954 bytes
 ...pedattr.cpython-312-pytest-8.3.2.pyc.24728 | Bin 0 -> 3954 bytes
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 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 2484 bytes
 ..._init__.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 2484 bytes
 .../_eventloop.cpython-312-pytest-8.3.2.pyc   | Bin 0 -> 16843 bytes
 .../_resources.cpython-312-pytest-8.3.2.pyc   | Bin 0 -> 1751 bytes
 ...sources.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 1751 bytes
 .../_sockets.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 18566 bytes
 ...sockets.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 18566 bytes
 .../_streams.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 10004 bytes
 ..._subprocesses.cpython-312-pytest-8.3.2.pyc | Bin 0 -> 3359 bytes
 .../_tasks.cpython-312-pytest-8.3.2.pyc       | Bin 0 -> 5158 bytes
 .../_testing.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 2953 bytes
 ...testing.cpython-312-pytest-8.3.2.pyc.14552 | Bin 0 -> 2953 bytes
 ...testing.cpython-312-pytest-8.3.2.pyc.24728 | Bin 0 -> 2953 bytes
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 192 bytes
 ..._init__.cpython-312-pytest-8.3.2.pyc.24728 | Bin 0 -> 192 bytes
 .../memory.cpython-312-pytest-8.3.2.pyc       | Bin 0 -> 15090 bytes
 .../stapled.cpython-312-pytest-8.3.2.pyc      | Bin 0 -> 7667 bytes
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 .../tls.cpython-312-pytest-8.3.2.pyc.14552    | Bin 0 -> 20306 bytes
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 499 bytes
 .../config.cpython-312-pytest-8.3.2.pyc       | Bin 0 -> 709 bytes
 .../exceptions.cpython-312-pytest-8.3.2.pyc   | Bin 0 -> 1415 bytes
 .../factory.cpython-312-pytest-8.3.2.pyc      | Bin 0 -> 4292 bytes
 ...factory.cpython-312-pytest-8.3.2.pyc.14552 | Bin 0 -> 4292 bytes
 .../generator.cpython-312-pytest-8.3.2.pyc    | Bin 0 -> 9855 bytes
 .../proxy.cpython-312-pytest-8.3.2.pyc        | Bin 0 -> 21710 bytes
 .../typing.cpython-312-pytest-8.3.2.pyc       | Bin 0 -> 2089 bytes
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 192 bytes
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 199 bytes
 .../plugin.cpython-312-pytest-8.3.2.pyc       | Bin 0 -> 1857 bytes
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 719 bytes
 .../codes.cpython-312-pytest-8.3.2.pyc        | Bin 0 -> 348990 bytes
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 31718 bytes
 ..._init__.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 31718 bytes
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 ..._init__.cpython-312-pytest-8.3.2.pyc.24848 | Bin 0 -> 6720 bytes
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 .../color.cpython-312-pytest-8.3.2.pyc        | Bin 0 -> 14364 bytes
 .../color.cpython-312-pytest-8.3.2.pyc.24728  | Bin 0 -> 14364 bytes
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 .../rules.cpython-312-pytest-8.3.2.pyc        | Bin 0 -> 1253 bytes
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 .../sbn.cpython-312-pytest-8.3.2.pyc.24848    | Bin 0 -> 3040 bytes
 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 946 bytes
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 .../__init__.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 190 bytes
 .../datasets.cpython-312-pytest-8.3.2.pyc     | Bin 0 -> 727 bytes
 .../decorators.cpython-312-pytest-8.3.2.pyc   | Bin 0 -> 2727 bytes
 .../distribution.cpython-312-pytest-8.3.2.pyc | Bin 0 -> 7249 bytes
 .../loading.cpython-312-pytest-8.3.2.pyc      | Bin 0 -> 3303 bytes
 ...loading.cpython-312-pytest-8.3.2.pyc.14552 | Bin 0 -> 3303 bytes
 .../text.cpython-312-pytest-8.3.2.pyc         | Bin 0 -> 2038 bytes
 159 files changed, 911 insertions(+), 309 deletions(-)
 create mode 100644 alembic.ini
 create mode 100644 alembic/README
 create mode 100644 alembic/env.py
 create mode 100644 alembic/script.py.mako
 create mode 100644 backend/requirements.txt
 create mode 100644 frontend/add_patient.html
 create mode 100644 frontend/admin.html
 create mode 100644 frontend/dashboard.html
 create mode 100644 frontend/index.html
 create mode 100644 frontend/js/app.js
 create mode 100644 frontend/register.html
 create mode 100644 frontend/styles.css
 delete mode 100644 src/obesitrack/db/models.py
 delete mode 100644 templates/admin.html
 delete mode 100644 templates/assets/js/Chart.js
 delete mode 100644 templates/assets/js/admin.js
 delete mode 100644 templates/assets/js/css/inst.md
 delete mode 100644 templates/assets/js/history.js
 delete mode 100644 templates/assets/js/login.js
 delete mode 100644 templates/assets/js/predict.js
 delete mode 100644 templates/assets/js/register.js
 delete mode 100644 templates/history.html
 delete mode 100644 templates/login.html
 delete mode 100644 templates/predict.html
 delete mode 100644 templates/register.html
 create mode 100644 test.html
 create mode 100644 venv/Lib/site-packages/anyio/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/anyio/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.24728
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 create mode 100644 venv/Lib/site-packages/faker/providers/address/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.24848
 create mode 100644 venv/Lib/site-packages/faker/providers/automotive/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/bank/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/bank/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.14552
 create mode 100644 venv/Lib/site-packages/faker/providers/barcode/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/barcode/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.24848
 create mode 100644 venv/Lib/site-packages/faker/providers/color/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/color/__pycache__/color.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/color/__pycache__/color.cpython-312-pytest-8.3.2.pyc.24728
 create mode 100644 venv/Lib/site-packages/faker/providers/company/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/company/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.24728
 create mode 100644 venv/Lib/site-packages/faker/providers/credit_card/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/currency/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/currency/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.14552
 create mode 100644 venv/Lib/site-packages/faker/providers/date_time/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/doi/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/doi/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.24728
 create mode 100644 venv/Lib/site-packages/faker/providers/emoji/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/file/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/file/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.14552
 create mode 100644 venv/Lib/site-packages/faker/providers/geo/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/internet/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/isbn/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/isbn/__pycache__/isbn.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/job/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/lorem/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/lorem/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.24848
 create mode 100644 venv/Lib/site-packages/faker/providers/lorem/en_US/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/misc/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/passport/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/person/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/phone_number/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/profile/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/python/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/sbn/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/sbn/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc.24728
 create mode 100644 venv/Lib/site-packages/faker/providers/sbn/__pycache__/rules.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/sbn/__pycache__/rules.cpython-312-pytest-8.3.2.pyc.14552
 create mode 100644 venv/Lib/site-packages/faker/providers/sbn/__pycache__/rules.cpython-312-pytest-8.3.2.pyc.24848
 create mode 100644 venv/Lib/site-packages/faker/providers/sbn/__pycache__/sbn.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/sbn/__pycache__/sbn.cpython-312-pytest-8.3.2.pyc.24848
 create mode 100644 venv/Lib/site-packages/faker/providers/ssn/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/providers/user_agent/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/utils/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/utils/__pycache__/datasets.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/utils/__pycache__/decorators.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/utils/__pycache__/distribution.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/utils/__pycache__/loading.cpython-312-pytest-8.3.2.pyc
 create mode 100644 venv/Lib/site-packages/faker/utils/__pycache__/loading.cpython-312-pytest-8.3.2.pyc.14552
 create mode 100644 venv/Lib/site-packages/faker/utils/__pycache__/text.cpython-312-pytest-8.3.2.pyc

diff --git a/.vscode/settings.json b/.vscode/settings.json
index 7e68766ae..deb21d509 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,3 +1,8 @@
 {
-    "python-envs.pythonProjects": []
+    "python-envs.pythonProjects": [],
+    "python.analysis.extraPaths": [
+        "./backend/app/core",
+        "./src/obesitrack/db",
+        "./src/obesitrack"
+    ]
 }
\ No newline at end of file
diff --git a/alembic.ini b/alembic.ini
new file mode 100644
index 000000000..079181673
--- /dev/null
+++ b/alembic.ini
@@ -0,0 +1,147 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts.
+# this is typically a path given in POSIX (e.g. forward slashes)
+# format, relative to the token %(here)s which refers to the location of this
+# ini file
+script_location = %(here)s/alembic
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
+# for all available tokens
+# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.  for multiple paths, the path separator
+# is defined by "path_separator" below.
+prepend_sys_path = .
+
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python>=3.9 or backports.zoneinfo library and tzdata library.
+# Any required deps can installed by adding `alembic[tz]` to the pip requirements
+# string value is passed to ZoneInfo()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to <script_location>/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "path_separator"
+# below.
+# version_locations = %(here)s/bar:%(here)s/bat:%(here)s/alembic/versions
+
+# path_separator; This indicates what character is used to split lists of file
+# paths, including version_locations and prepend_sys_path within configparser
+# files such as alembic.ini.
+# The default rendered in new alembic.ini files is "os", which uses os.pathsep
+# to provide os-dependent path splitting.
+#
+# Note that in order to support legacy alembic.ini files, this default does NOT
+# take place if path_separator is not present in alembic.ini.  If this
+# option is omitted entirely, fallback logic is as follows:
+#
+# 1. Parsing of the version_locations option falls back to using the legacy
+#    "version_path_separator" key, which if absent then falls back to the legacy
+#    behavior of splitting on spaces and/or commas.
+# 2. Parsing of the prepend_sys_path option falls back to the legacy
+#    behavior of splitting on spaces, commas, or colons.
+#
+# Valid values for path_separator are:
+#
+# path_separator = :
+# path_separator = ;
+# path_separator = space
+# path_separator = newline
+#
+# Use os.pathsep. Default configuration used for new projects.
+path_separator = os
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# database URL.  This is consumed by the user-maintained env.py script only.
+# other means of configuring database URLs may be customized within the env.py
+# file.
+sqlalchemy.url = driver://user:pass@localhost/dbname
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# lint with attempts to fix using "ruff" - use the module runner, against the "ruff" module
+# hooks = ruff
+# ruff.type = module
+# ruff.module = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Alternatively, use the exec runner to execute a binary found on your PATH
+# hooks = ruff
+# ruff.type = exec
+# ruff.executable = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Logging configuration.  This is also consumed by the user-maintained
+# env.py script only.
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARNING
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARNING
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S
diff --git a/alembic/README b/alembic/README
new file mode 100644
index 000000000..98e4f9c44
--- /dev/null
+++ b/alembic/README
@@ -0,0 +1 @@
+Generic single-database configuration.
\ No newline at end of file
diff --git a/alembic/env.py b/alembic/env.py
new file mode 100644
index 000000000..36112a3c6
--- /dev/null
+++ b/alembic/env.py
@@ -0,0 +1,78 @@
+from logging.config import fileConfig
+
+from sqlalchemy import engine_from_config
+from sqlalchemy import pool
+
+from alembic import context
+
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+# from myapp import mymodel
+# target_metadata = mymodel.Base.metadata
+target_metadata = None
+
+# other values from the config, defined by the needs of env.py,
+# can be acquired:
+# my_important_option = config.get_main_option("my_important_option")
+# ... etc.
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode.
+
+    This configures the context with just a URL
+    and not an Engine, though an Engine is acceptable
+    here as well.  By skipping the Engine creation
+    we don't even need a DBAPI to be available.
+
+    Calls to context.execute() here emit the given string to the
+    script output.
+
+    """
+    url = config.get_main_option("sqlalchemy.url")
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+    )
+
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def run_migrations_online() -> None:
+    """Run migrations in 'online' mode.
+
+    In this scenario we need to create an Engine
+    and associate a connection with the context.
+
+    """
+    connectable = engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+        poolclass=pool.NullPool,
+    )
+
+    with connectable.connect() as connection:
+        context.configure(
+            connection=connection, target_metadata=target_metadata
+        )
+
+        with context.begin_transaction():
+            context.run_migrations()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()
diff --git a/alembic/script.py.mako b/alembic/script.py.mako
new file mode 100644
index 000000000..11016301e
--- /dev/null
+++ b/alembic/script.py.mako
@@ -0,0 +1,28 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, Sequence[str], None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    ${downgrades if downgrades else "pass"}
diff --git a/backend/app/api/auth.py b/backend/app/api/auth.py
index 9bac1356c..230a06b37 100644
--- a/backend/app/api/auth.py
+++ b/backend/app/api/auth.py
@@ -1,5 +1,5 @@
 from fastapi import APIRouter, HTTPException, Depends
-from sqlmodel import select
+from sqlalchemy import select
 from app.schemas.pydantic_models import UserCreate, Token
 from app.db.session import async_session
 from app.db.models import User
diff --git a/backend/app/api/deps.py b/backend/app/api/deps.py
index ecb35ff53..4dd013e44 100644
--- a/backend/app/api/deps.py
+++ b/backend/app/api/deps.py
@@ -1,8 +1,8 @@
 from fastapi import Depends, HTTPException
 from fastapi.security import OAuth2PasswordBearer
+from sqlalchemy import select
 from app.core.security import decode_access_token
 from app.db.session import async_session
-from sqlmodel import select
 from app.db.models import User
 
 oauth2_scheme = OAuth2PasswordBearer(tokenUrl="/auth/login")
diff --git a/backend/app/api/users.py b/backend/app/api/users.py
index 44ba9a3b6..1d36f639a 100644
--- a/backend/app/api/users.py
+++ b/backend/app/api/users.py
@@ -1,6 +1,7 @@
+
 from fastapi import APIRouter, Depends, HTTPException
+from sqlalchemy import select
 from app.api.deps import get_current_user
-from sqlmodel import select
 from app.db.session import async_session
 from app.db.models import User
 
diff --git a/backend/app/core/security.py b/backend/app/core/security.py
index 1e6298a24..9c41f4d81 100644
--- a/backend/app/core/security.py
+++ b/backend/app/core/security.py
@@ -1,5 +1,6 @@
+from datetime import timedelta
+import datetime
 from passlib.context import CryptContext
-from datetime import datetime, timedelta
 from jose import jwt, JWTError
 from typing import Optional
 from app.core.config import settings
diff --git a/backend/app/db/models.py b/backend/app/db/models.py
index b6d256699..7b6d12d75 100644
--- a/backend/app/db/models.py
+++ b/backend/app/db/models.py
@@ -1,4 +1,4 @@
-from sqlmodel import SQLModel, Field, Column, JSON
+
 from typing import Optional
 from datetime import datetime
 from sqlalchemy import Column, Integer, String, DateTime, ForeignKey, DECIMAL
diff --git a/backend/app/db/session.py b/backend/app/db/session.py
index 6bcfd3b57..c539208a7 100644
--- a/backend/app/db/session.py
+++ b/backend/app/db/session.py
@@ -1,9 +1,10 @@
+from sqlite3 import SQLITE_LIMIT_COMPOUND_SELECT
 from sqlalchemy.ext.asyncio import create_async_engine, AsyncEngine
 from sqlalchemy.orm import sessionmaker
 from obesitrack.db.database import SessionLocal
 from app.core.config import settings
 from session import AsyncSession
-from sqlmodel import SQLModel
+
 
 DATABASE_URL = settings.DATABASE_URL
 
@@ -15,7 +16,7 @@
 
 async def init_db():
     async with engine.begin() as conn:
-        await conn.run_sync(SQLModel.metadata.create_all)
+        await conn.run_sync(SQLITE_LIMIT_COMPOUND_SELECT.metadata.create_all)
 
 def get_db():
     db = SessionLocal()
diff --git a/backend/app/main.py b/backend/app/main.py
index 91554ce7e..fb0bfe74f 100644
--- a/backend/app/main.py
+++ b/backend/app/main.py
@@ -4,6 +4,7 @@
 
 # Import des routes
 from app.api import auth, users, predictions
+from backend.app.services import predictor
 from obesitrack.db.session import init_db
 
 # Définir les métadonnées pour la doc Swagger
@@ -48,7 +49,7 @@
 # Inclure les routes
 app.include_router(auth.router, prefix="/auth", tags=["Auth"])
 app.include_router(users.router, prefix="/users", tags=["Users"])
-app.include_router(predictions.router, prefix="/predictions", tags=["Predictions"])
+app.include_router(predictor.router, prefix="/predictions", tags=["Predictions"])
 app.include_router(metrics.router, prefix="/metrics", tags=["Metrics"])
 
 
diff --git a/backend/app/services/predictor.py b/backend/app/services/predictor.py
index a4c035d79..4ef77fbd2 100644
--- a/backend/app/services/predictor.py
+++ b/backend/app/services/predictor.py
@@ -1,9 +1,21 @@
 import random
-from typing import Tuple, Dict, Any
+from typing import Dict, Tuple
+
 
 def predict(payload: dict) -> Tuple[str, Dict[str, float]]:
-    # Mock: remplace par modèle sklearn chargé via pickle ou joblib
+    """
+    Simule une prédiction binaire avec des probabilités.
+    À remplacer par un vrai modèle (pickle / joblib).
+    
+    Args:
+        payload (dict): Les données d'entrée (ex: âge, poids, etc.)
+
+    Returns:
+        Tuple[str, Dict[str, float]]: (étiquette, probabilités)
+    """
     p_positive = round(random.uniform(0, 1), 3)
     p_negative = round(1 - p_positive, 3)
-    label = "Diabète probable" if p_positive >= 0.5 else "Diabète improbable"
+
+    label = "Obésité probable" if p_positive >= 0.5 else "Obésité improbable"
+
     return label, {"positive": p_positive, "negative": p_negative}
diff --git a/backend/requirements.txt b/backend/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc5a4fce1d72ae4a9bfa8f71e129e801c8ef7958
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diff --git a/frontend/add_patient.html b/frontend/add_patient.html
new file mode 100644
index 000000000..6c9018eb6
--- /dev/null
+++ b/frontend/add_patient.html
@@ -0,0 +1,34 @@
+<!DOCTYPE html>
+<html lang="fr">
+<head>
+  <meta charset="UTF-8">
+  <title>Nouvelle Prédiction - Détection Diabète</title>
+  <link rel="stylesheet" href="styles.css">
+</head>
+<body>
+  <header>
+    <h1>Nouvelle prédiction</h1>
+    <nav>
+      <a href="dashboard.html">Mon Tableau de Bord</a>
+      <a href="index.html" onclick="logout()">Déconnexion</a>
+    </nav>
+  </header>
+
+  <main>
+    <form id="prediction-form">
+      <label>Âge</label>
+      <input type="number" name="age" required>
+
+      <label>Fréquence de consommation de légumes (FCVC)</label>
+      <input type="number" step="0.1" name="fcvc" required>
+
+      <!-- autres champs : poids, taille, IMC, etc. -->
+      <button type="submit">Obtenir une prédiction</button>
+    </form>
+
+    <div id="prediction-result"></div>
+  </main>
+
+  <script src="js/app.js"></script>
+</body>
+</html>
diff --git a/frontend/admin.html b/frontend/admin.html
new file mode 100644
index 000000000..e8979b753
--- /dev/null
+++ b/frontend/admin.html
@@ -0,0 +1,59 @@
+<!DOCTYPE html>
+<html lang="fr">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Admin - Gestion Utilisateurs</title>
+    <link rel="stylesheet" href="styles.css">
+</head>
+<body>
+
+<header>
+    <h1>Prédiction de l’Obésité - Espace Administrateur</h1>
+    <nav>
+        <a href="dashboard.html">Tableau de bord</a>
+        <a href="index.html" onclick="logout()">Déconnexion</a>
+    </nav>
+</header>
+
+<main>
+    <h2>Liste des utilisateurs</h2>
+
+    <!-- Filtre par date -->
+    <label for="filter-date">Filtrer par date de création :</label>
+    <input type="date" id="filter-date">
+
+    <!-- Tableau des utilisateurs -->
+    <table id="users-table">
+        <thead>
+            <tr>
+                <th>ID</th>
+                <th>Nom</th>
+                <th>Email</th>
+                <th>Rôle</th>
+                <th>Date création</th>
+                <th>Actions</th>
+            </tr>
+        </thead>
+        <tbody>
+            <!-- rempli dynamiquement via app.js -->
+        </tbody>
+    </table>
+
+    <!-- Pagination -->
+    <div style="margin-top: 15px; display: flex; justify-content: space-between; align-items: center;">
+        <button id="prev-page">Précédent</button>
+        <span id="page-info"></span>
+        <button id="next-page">Suivant</button>
+    </div>
+
+</main>
+
+<footer>
+    © 2025 Prédiction de l’Obésité. Tous droits réservés.
+</footer>
+
+<script src="js/app.js"></script>
+
+</body>
+</html>
diff --git a/frontend/dashboard.html b/frontend/dashboard.html
new file mode 100644
index 000000000..4a3f85274
--- /dev/null
+++ b/frontend/dashboard.html
@@ -0,0 +1,37 @@
+<!DOCTYPE html>
+<html lang="fr">
+<head>
+  <meta charset="UTF-8">
+  <title>Tableau de bord - Détection Diabète</title>
+  <link rel="stylesheet" href="styles.css">
+</head>
+<body>
+  <header>
+    <h1>Mon Tableau de Bord</h1>
+    <nav>
+      <a href="add_patient.html">Nouvelle Prédiction</a>
+      <a href="index.html" onclick="logout()">Déconnexion</a>
+    </nav>
+  </header>
+
+  <main>
+    <h2>Historique de mes prédictions</h2>
+    <table id="history-table">
+      <thead>
+        <tr>
+          <th>Date</th>
+          <th>Âge</th>
+          <th>FCVC</th>
+          <th>Résultat</th>
+          <th>Probabilité</th>
+        </tr>
+      </thead>
+      <tbody>
+        <!-- rempli par app.js -->
+      </tbody>
+    </table>
+  </main>
+
+  <script src="js/app.js"></script>
+</body>
+</html>
diff --git a/frontend/index.html b/frontend/index.html
new file mode 100644
index 000000000..153142ca8
--- /dev/null
+++ b/frontend/index.html
@@ -0,0 +1,26 @@
+<!DOCTYPE html>
+<html lang="fr">
+<head>
+  <meta charset="UTF-8">
+  <title>Prédiction de l’Obésité - Accueil</title>
+  <link rel="stylesheet" href="styles.css">
+</head>
+<body>
+  <header>
+    <h1>Prédiction de l’Obésité</h1>
+  </header>
+
+  <main>
+    <h2>Connexion</h2>
+    <form id="login-form">
+      <input type="text" name="username" placeholder="Nom d'utilisateur" required>
+      <input type="password" name="password" placeholder="Mot de passe" required>
+      <button type="submit">Se connecter</button>
+    </form>
+
+    <p>Pas encore inscrit ? <a href="register.html">Créer un compte</a></p>
+  </main>
+
+  <script src="js/app.js"></script>
+</body>
+</html>
diff --git a/frontend/js/app.js b/frontend/js/app.js
new file mode 100644
index 000000000..194b0e43c
--- /dev/null
+++ b/frontend/js/app.js
@@ -0,0 +1,235 @@
+// === URL de l'API FastAPI ===
+const API_URL = "http://localhost:8000";
+
+// === Sauvegarder et récupérer le JWT ===
+function saveToken(token) {
+    localStorage.setItem("jwt", token);
+}
+
+function getToken() {
+    return localStorage.getItem("jwt");
+}
+
+function clearToken() {
+    localStorage.removeItem("jwt");
+}
+
+// === Requête générique avec ou sans JWT ===
+async function apiRequest(endpoint, method = "GET", data = null, auth = false) {
+    const headers = { "Content-Type": "application/json" };
+    if (auth) {
+        const token = getToken();
+        if (token) {
+            headers["Authorization"] = `Bearer ${token}`;
+        }
+    }
+
+    const response = await fetch(`${API_URL}${endpoint}`, {
+        method,
+        headers,
+        body: data ? JSON.stringify(data) : null
+    });
+
+    if (!response.ok) {
+        throw new Error(`Erreur ${response.status}: ${await response.text()}`);
+    }
+
+    return response.json();
+}
+
+// === INSCRIPTION ===
+async function registerUser(username, password) {
+    try {
+        const result = await apiRequest("/auth/register", "POST", { username, password });
+        alert("Inscription réussie Vous pouvez maintenant vous connecter.");
+        return result;
+    } catch (err) {
+        alert("Erreur d'inscription : " + err.message);
+    }
+}
+
+// === CONNEXION ===
+async function loginUser(username, password) {
+    try {
+        const result = await apiRequest("/auth/login", "POST", { username, password });
+        saveToken(result.access_token);
+        alert("Connexion réussie 🎉");
+        window.location.href = "dashboard.html"; // redirection après connexion
+    } catch (err) {
+        alert("Erreur de connexion : " + err.message);
+    }
+}
+
+// === DÉCONNEXION ===
+function logoutUser() {
+    clearToken();
+    alert("Déconnecté ✅");
+    window.location.href = "index.html";
+}
+
+// === ENVOYER DES DONNÉES POUR PREDICTION ===
+async function sendPrediction(data) {
+    try {
+        const result = await apiRequest("/predictions", "POST", data, true);
+        console.log("Résultat prédiction :", result);
+        alert(`Prédiction : ${result.prediction} (probabilité : ${result.probability}%)`);
+        return result;
+    } catch (err) {
+        alert("Erreur lors de la prédiction : " + err.message);
+    }
+}
+
+// === CONSULTER L'HISTORIQUE DES PREDICTIONS ===
+async function getHistory() {
+    try {
+        const result = await apiRequest("/predictions/history", "GET", null, true);
+        console.log("Historique :", result);
+        return result;
+    } catch (err) {
+        alert("Erreur lors du chargement de l'historique : " + err.message);
+    }
+}
+
+// === GESTION ADMIN : LISTE DES UTILISATEURS ===
+async function getUsers() {
+    try {
+        const result = await apiRequest("/users", "GET", null, true);
+        console.log("Utilisateurs :", result);
+        return result;
+    } catch (err) {
+        alert("Erreur lors du chargement des utilisateurs : " + err.message);
+    }
+}
+
+
+// -----------------------------
+// Pagination
+// -----------------------------
+let currentPage = 1;
+const rowsPerPage = 5;
+
+// Charger les utilisateurs
+async function fetchUsers(dateFilter = null) {
+    let url = `${API_URL}/users?page=${currentPage}&limit=${rowsPerPage}`;
+    if (dateFilter) url += `&date=${dateFilter}`;
+
+    const res = await fetch(url, { headers: getAuthHeaders() });
+    if (!res.ok) return alert("Erreur lors de la récupération des utilisateurs !");
+    const data = await res.json();
+
+    populateTable(data.users);
+    document.getElementById('page-info').innerText = `Page ${currentPage} / ${data.total_pages}`;
+}
+
+// Remplir le tableau
+function populateTable(users) {
+    const tbody = document.querySelector('#users-table tbody');
+    tbody.innerHTML = '';
+    users.forEach(user => {
+        const tr = document.createElement('tr');
+        tr.innerHTML = `
+            <td>${user.id}</td>
+            <td>${user.name}</td>
+            <td>${user.email}</td>
+            <td>${user.role}</td>
+            <td>${user.created_at}</td>
+            <td>
+                <button class="btn-action btn-edit" onclick="toggleRole(${user.id}, '${user.role}')">Changer rôle</button>
+                <button class="btn-action btn-delete" onclick="deleteUser(${user.id})">Supprimer</button>
+            </td>
+        `;
+        tbody.appendChild(tr);
+    });
+}
+
+// -----------------------------
+// Changer rôle utilisateur
+// -----------------------------
+async function toggleRole(userId, currentRole) {
+    if (!confirm("Confirmer le changement de rôle?")) return;
+    const newRole = currentRole === "admin" ? "user" : "admin";
+
+    const res = await fetch(`${API_URL}/users/${userId}/role`, {
+        method: "PATCH",
+        headers: getAuthHeaders(),
+        body: JSON.stringify({ role: newRole })
+    });
+    if (!res.ok) return alert("Erreur lors du changement de rôle !");
+    fetchUsers(document.getElementById('filter-date').value);
+}
+
+// -----------------------------
+// Supprimer utilisateur
+// -----------------------------
+async function deleteUser(userId) {
+    if (!confirm("Confirmer la suppression de cet utilisateur?")) return;
+
+    const res = await fetch(`${API_URL}/users/${userId}`, {
+        method: "DELETE",
+        headers: getAuthHeaders()
+    });
+    if (!res.ok) return alert("Erreur lors de la suppression !");
+    fetchUsers(document.getElementById('filter-date').value);
+}
+
+// -----------------------------
+// Filtre par date
+// -----------------------------
+document.getElementById('filter-date').addEventListener('change', (e) => {
+    currentPage = 1;
+    fetchUsers(e.target.value);
+});
+
+// -----------------------------
+// Pagination boutons
+// -----------------------------
+document.getElementById('prev-page').addEventListener('click', () => {
+    if (currentPage > 1) {
+        currentPage--;
+        fetchUsers(document.getElementById('filter-date').value);
+    }
+});
+document.getElementById('next-page').addEventListener('click', () => {
+    currentPage++;
+    fetchUsers(document.getElementById('filter-date').value);
+});
+
+// -----------------------------
+// Graphique probabilités
+// -----------------------------
+const ctx = document.getElementById('predictionChart').getContext('2d');
+const predictionChart = new Chart(ctx, {
+    type: 'bar',
+    data: {
+        labels: ['Obèse', 'Non Obèse'],
+        datasets: [{
+            label: 'Probabilités',
+            data: [0.7, 0.3], // à remplacer par l'API
+            backgroundColor: ['#f87171','#4ade80']
+        }]
+    },
+    options: {
+        responsive: true,
+        plugins: { legend: { display: false } }
+    }
+});
+
+// -----------------------------
+// Logout
+// -----------------------------
+function logout() {
+    localStorage.removeItem('token');
+    return true;
+}
+
+// -----------------------------
+// Initialisation
+// -----------------------------
+window.addEventListener('DOMContentLoaded', () => {
+    if (!token) {
+        alert("Veuillez vous connecter !");
+        window.location.href = "/login";
+    }
+    fetchUsers();
+});
+
diff --git a/frontend/register.html b/frontend/register.html
new file mode 100644
index 000000000..7f9e19172
--- /dev/null
+++ b/frontend/register.html
@@ -0,0 +1,25 @@
+<!DOCTYPE html>
+<html lang="fr">
+<head>
+  <meta charset="UTF-8">
+  <title>Inscription - Prédiction de l’Obésité</title>
+  <link rel="stylesheet" href="styles.css">
+</head>
+<body>
+  <header>
+    <h1>Créer un compte</h1>
+  </header>
+
+  <main>
+    <form id="register-form">
+      <input type="text" name="username" placeholder="Nom d'utilisateur" required>
+      <input type="email" name="email" placeholder="Email" required>
+      <input type="password" name="password" placeholder="Mot de passe" required>
+      <button type="submit">S’inscrire</button>
+    </form>
+    <p>Déjà un compte ? <a href="index.html">Se connecter</a></p>
+  </main>
+
+  <script src="js/app.js"></script>
+</body>
+</html>
diff --git a/frontend/styles.css b/frontend/styles.css
new file mode 100644
index 000000000..fcae2b62f
--- /dev/null
+++ b/frontend/styles.css
@@ -0,0 +1,156 @@
+/* ==== RESET DE BASE ==== */
+* {
+  margin: 0;
+  padding: 0;
+  box-sizing: border-box;
+  font-family: 'Segoe UI', Roboto, Arial, sans-serif;
+}
+
+body {
+  background: #f0f4fa;
+  color: #2c3e50;
+  line-height: 1.6;
+  min-height: 100vh;
+  display: flex;
+  flex-direction: column;
+}
+
+/* ==== HEADER / NAVBAR ==== */
+header {
+  background: linear-gradient(90deg, #005fa3, #0077cc);
+  color: white;
+  padding: 15px 30px;
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  box-shadow: 0 5px 15px rgba(0,0,0,0.15);
+}
+
+header h1 {
+  font-size: 1.6rem;
+  font-weight: 700;
+  letter-spacing: 1px;
+}
+
+header nav a {
+  color: white;
+  margin-left: 20px;
+  text-decoration: none;
+  font-weight: 600;
+  transition: 0.3s;
+}
+
+header nav a:hover {
+  text-decoration: underline;
+}
+
+/* ==== CONTAINER PRINCIPAL ==== */
+main {
+  max-width: 900px;
+  margin: 40px auto;
+  padding: 25px;
+  background: white;
+  border-radius: 12px;
+  box-shadow: 0 8px 24px rgba(0, 0, 0, 0.08);
+}
+
+/* ==== FORMULAIRES ==== */
+form {
+  display: flex;
+  flex-direction: column;
+  gap: 15px;
+}
+
+form input, form select {
+  padding: 12px;
+  border: 1px solid #ccc;
+  border-radius: 8px;
+  font-size: 1rem;
+  transition: 0.2s;
+}
+
+form input:focus, form select:focus {
+  border-color: #0077cc;
+  outline: none;
+  box-shadow: 0 0 5px rgba(0, 119, 204, 0.3);
+}
+
+button {
+  background: #0077cc;
+  color: white;
+  padding: 12px;
+  border: none;
+  border-radius: 8px;
+  font-weight: 600;
+  cursor: pointer;
+  transition: all 0.3s ease;
+}
+
+button:hover {
+  background: #005fa3;
+  transform: translateY(-2px);
+}
+
+/* ==== TABLEAUX ==== */
+table {
+  width: 100%;
+  border-collapse: collapse;
+  margin-top: 20px;
+  border-radius: 10px;
+  overflow: hidden;
+}
+
+table thead {
+  background: #0077cc;
+  color: white;
+}
+
+table th, table td {
+  padding: 12px 15px;
+  border-bottom: 1px solid #ddd;
+  text-align: left;
+}
+
+table tbody tr:hover {
+  background: #f5faff;
+}
+
+/* ==== LIENS ==== */
+a {
+  color: #0077cc;
+  text-decoration: none;
+}
+
+a:hover {
+  text-decoration: underline;
+}
+
+/* ==== FOOTER ==== */
+footer {
+  text-align: center;
+  padding: 20px;
+  margin-top: auto;
+  font-size: 0.9rem;
+  color: #6c7a91;
+  border-top: 1px solid #dde3ec;
+}
+
+/* ==== RESPONSIVE ==== */
+@media (max-width: 700px) {
+  main {
+    margin: 20px;
+    padding: 15px;
+  }
+
+  header {
+    flex-direction: column;
+    align-items: flex-start;
+    gap: 10px;
+  }
+
+  header nav {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 10px;
+  }
+}
diff --git a/requirements.txt b/requirements.txt
index 0e86e86cea155ae9ef2575e534f3328db9655c7e..fc5a4fce1d72ae4a9bfa8f71e129e801c8ef7958 100644
GIT binary patch
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diff --git a/src/obesitrack/db/database.py b/src/obesitrack/db/database.py
index 4f596b5a3..610cbf5ee 100644
--- a/src/obesitrack/db/database.py
+++ b/src/obesitrack/db/database.py
@@ -1,3 +1,6 @@
+from dataclasses import Field
+import datetime
+from typing import Optional
 import pandas as pd
 import os
 from sqlalchemy import create_engine, text
@@ -30,4 +33,9 @@
 
 # Création de la table si elle n’existe pas
 
-
+class User(SQLModel, table=True):
+    id: Optional[int] = Field(default=None, primary_key=True)
+    email: str
+    hashed_password: str
+    role: str = "user"
+    created_at: datetime = Field(default_factory=datetime.utcnow)
diff --git a/src/obesitrack/db/models.py b/src/obesitrack/db/models.py
deleted file mode 100644
index 4b4e71e0b..000000000
--- a/src/obesitrack/db/models.py
+++ /dev/null
@@ -1,10 +0,0 @@
-from dataclasses import Field
-from typing import Optional
-from datetime import datetime
-
-class User(SQLModel, table=True):
-    id: Optional[int] = Field(default=None, primary_key=True)
-    email: str
-    hashed_password: str
-    role: str = "user"
-    created_at: datetime = Field(default_factory=datetime.utcnow)
diff --git a/templates/admin.html b/templates/admin.html
deleted file mode 100644
index 653bb3385..000000000
--- a/templates/admin.html
+++ /dev/null
@@ -1,54 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-  <title>Gestion Utilisateurs - ObesiTrack</title>
-</head>
-<body>
-  <h1>Liste des utilisateurs</h1>
-  <table border="1">
-    <thead>
-      <tr>
-        <th>ID</th>
-        <th>Nom</th>
-        <th>Email</th>
-        <th>Rôle</th>
-        <th>Actions</th>
-      </tr>
-    </thead>
-    <tbody>
-      {% for user in users %}
-      <tr>
-        <td>{{ user.id }}</td>
-        <td>{{ user.name }}</td>
-        <td>{{ user.email }}</td>
-        <td>{{ user.role }}</td>
-        <td>
-          <button onclick="deleteUser({{ user.id }})">Supprimer</button>
-          <button onclick="toggleRole({{ user.id }})">Changer rôle</button>
-        </td>
-      </tr>
-      {% endfor %}
-    </tbody>
-  </table>
-
-  <script>
-    async function deleteUser(userId) {
-      const res = await fetch(`/admin/users/${userId}`, {
-        method: 'DELETE',
-        headers: { 'Authorization': 'Bearer ' + localStorage.getItem('jwt') }
-      });
-      alert(await res.json().detail);
-      location.reload();
-    }
-
-    async function toggleRole(userId) {
-      const res = await fetch(`/admin/users/${userId}/role`, {
-        method: 'PUT',
-        headers: { 'Authorization': 'Bearer ' + localStorage.getItem('jwt') }
-      });
-      alert(await res.json().detail);
-      location.reload();
-    }
-  </script>
-</body>
-</html>
diff --git a/templates/assets/js/Chart.js b/templates/assets/js/Chart.js
deleted file mode 100644
index e69de29bb..000000000
diff --git a/templates/assets/js/admin.js b/templates/assets/js/admin.js
deleted file mode 100644
index e69de29bb..000000000
diff --git a/templates/assets/js/css/inst.md b/templates/assets/js/css/inst.md
deleted file mode 100644
index eb43ecbc7..000000000
--- a/templates/assets/js/css/inst.md
+++ /dev/null
@@ -1,34 +0,0 @@
-<!-- 
-1️⃣ Structure générale
-On passe à un layout plus moderne avec header/nav, footer, et contenu central.
-Header : logo ObesiTrack + navigation (Home, Prédiction, Historique, Admin si admin, Logout)
-Footer : mentions légales + version de l’API
-Main : container responsive pour les formulaires et tableaux
-Utilisation de CSS Grid / Flexbox pour un design responsive.
-
-2️⃣ Pages HTML principales
-a) Page d’inscription / login (register.html / login.html)
-Formulaire centré, input stylisés, bouton coloré
-Messages d’erreur/succès animés
-JS pour validation côté client
-
-b) Page de prédiction (predict.html)
-Formulaire clair pour soumettre les données
-Affichage graphique des probabilités avec Chart.js
-Feedback rapide et visuel
-
-c) Page historique (history.html)
-Tableau stylisé avec CSS Grid / Flexbox
-Pagination ou scroll infini
-Boutons pour voir détail ou revenir en arrière
-
-d) Page admin (admin_users.html)
-Tableau avec boutons stylisés pour Supprimer et Changer rôle
-Feedback visuel sur succès/erreur des actions
-
-3️⃣ Suggestions globales
-Responsive : media queries pour mobile/tablette
-UX améliorée : loader pour requêtes API
-JS modulable : fichiers séparés pour chaque page (register.js, predict.js, history.js)
-Couleurs cohérentes : vert pour succès, rouge pour erreurs, bleu pour info
-utiliser Tailwind pour gagner du temps -->
diff --git a/templates/assets/js/history.js b/templates/assets/js/history.js
deleted file mode 100644
index e69de29bb..000000000
diff --git a/templates/assets/js/login.js b/templates/assets/js/login.js
deleted file mode 100644
index 1dd6a04d2..000000000
--- a/templates/assets/js/login.js
+++ /dev/null
@@ -1,17 +0,0 @@
-const form = document.getElementById('login-form');
-form.addEventListener('submit', async (e) => {
-  e.preventDefault();
-  const data = Object.fromEntries(new FormData(form));
-  const res = await fetch('/auth/token', {
-    method: 'POST',
-    headers: { 'Content-Type': 'application/json' },
-    body: JSON.stringify(data)
-  });
-  const json = await res.json();
-  if(json.access_token){
-    localStorage.setItem('jwt', json.access_token);
-    window.location.href = 'predict.html';
-  } else {
-    document.getElementById('message').textContent = json.detail || "Erreur de connexion";
-  }
-});
diff --git a/templates/assets/js/predict.js b/templates/assets/js/predict.js
deleted file mode 100644
index e69de29bb..000000000
diff --git a/templates/assets/js/register.js b/templates/assets/js/register.js
deleted file mode 100644
index e69de29bb..000000000
diff --git a/templates/history.html b/templates/history.html
deleted file mode 100644
index 2f5b5c3c8..000000000
--- a/templates/history.html
+++ /dev/null
@@ -1,33 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-  <title>Historique ObesiTrack</title>
-</head>
-<body>
-  <h1>Mon historique de prédictions</h1>
-  <table border="1">
-    <thead>
-      <tr>
-        <th>Date</th>
-        <th>Âge</th>
-        <th>Taille</th>
-        <th>Poids</th>
-        <th>Label</th>
-        <th>Probabilités</th>
-      </tr>
-    </thead>
-    <tbody>
-      {% for pred in predictions %}
-      <tr>
-        <td>{{ pred.created_at }}</td>
-        <td>{{ pred.age }}</td>
-        <td>{{ pred.height }}</td>
-        <td>{{ pred.weight }}</td>
-        <td>{{ pred.label }}</td>
-        <td>{{ pred.probabilities }}</td>
-      </tr>
-      {% endfor %}
-    </tbody>
-  </table>
-</body>
-</html>
diff --git a/templates/login.html b/templates/login.html
deleted file mode 100644
index 8c04b2df8..000000000
--- a/templates/login.html
+++ /dev/null
@@ -1,20 +0,0 @@
-<!DOCTYPE html>
-<html lang="fr">
-<head>
-<meta charset="UTF-8">
-<title>ObesiTrack - Login</title>
-<link href="https://cdn.jsdelivr.net/npm/tailwindcss@3.3.2/dist/tailwind.min.css" rel="stylesheet">
-</head>
-<body class="bg-gray-100 flex items-center justify-center h-screen">
-  <div class="bg-white p-8 rounded-lg shadow-md w-full max-w-md">
-    <h2 class="text-2xl font-bold mb-6 text-center">Se connecter</h2>
-    <form id="login-form" class="space-y-4">
-      <input type="email" name="email" placeholder="Email" class="w-full p-2 border border-gray-300 rounded" required>
-      <input type="password" name="password" placeholder="Mot de passe" class="w-full p-2 border border-gray-300 rounded" required>
-      <button type="submit" class="w-full bg-blue-500 text-white py-2 rounded hover:bg-blue-600 transition">Se connecter</button>
-    </form>
-    <p id="message" class="mt-4 text-center text-red-500 font-medium"></p>
-  </div>
-  <script src="assets/js/login.js"></script>
-</body>
-</html>
diff --git a/templates/predict.html b/templates/predict.html
deleted file mode 100644
index 26c7ef910..000000000
--- a/templates/predict.html
+++ /dev/null
@@ -1,52 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-  <title>Prédiction ObesiTrack</title>
-  <script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
-</head>
-<body>
-  <h1>Soumettre vos données</h1>
-  <form id="predict-form">
-    <input type="number" name="age" placeholder="Âge" required>
-    <input type="number" name="height" placeholder="Taille (cm)" required>
-    <input type="number" name="weight" placeholder="Poids (kg)" required>
-    <!-- Ajouter autres champs FCVC, FAF, etc. -->
-    <button type="submit">Prédire</button>
-  </form>
-
-  <h2>Résultat : <span id="label"></span></h2>
-  <canvas id="probChart" width="400" height="200"></canvas>
-
-  <script>
-    const form = document.getElementById('predict-form');
-    form.addEventListener('submit', async (e) => {
-      e.preventDefault();
-      const data = Object.fromEntries(new FormData(form));
-      const res = await fetch('/predict', {
-        method: 'POST',
-        headers: { 
-          'Content-Type': 'application/json',
-          'Authorization': 'Bearer ' + localStorage.getItem('jwt')
-        },
-        body: JSON.stringify(data)
-      });
-      const result = await res.json();
-      document.getElementById('label').textContent = result.label;
-
-      const ctx = document.getElementById('probChart').getContext('2d');
-      new Chart(ctx, {
-        type: 'bar',
-        data: {
-          labels: Object.keys(result.probabilities),
-          datasets: [{
-            label: 'Probabilités',
-            data: Object.values(result.probabilities),
-            backgroundColor: 'rgba(75, 192, 192, 0.6)'
-          }]
-        },
-        options: { scales: { y: { beginAtZero: true } } }
-      });
-    });
-  </script>
-</body>
-</html>
diff --git a/templates/register.html b/templates/register.html
deleted file mode 100644
index 9101ced88..000000000
--- a/templates/register.html
+++ /dev/null
@@ -1,70 +0,0 @@
-<!DOCTYPE html>
-<html lang="fr">
-<head>
-  <meta charset="UTF-8">
-  <title>ObesiTrack - Inscription</title>
-  <link href="https://cdn.jsdelivr.net/npm/tailwindcss@3.3.2/dist/tailwind.min.css" rel="stylesheet">
-</head>
-<body class="bg-gray-100 flex items-center justify-center h-screen">
-  <div class="bg-white p-8 rounded-lg shadow-md w-full max-w-md">
-    <h2 class="text-2xl font-bold mb-6 text-center">Créer un compte</h2>
-    <form id="register-form" class="space-y-4">
-      <input type="text" name="name" placeholder="Nom" class="w-full p-2 border border-gray-300 rounded">
-      <input type="email" name="email" placeholder="Email" class="w-full p-2 border border-gray-300 rounded" required>
-      <input type="password" name="password" placeholder="Mot de passe" class="w-full p-2 border border-gray-300 rounded" required>
-      <button type="submit" class="w-full bg-green-500 text-white py-2 rounded hover:bg-green-600 transition">S’inscrire</button>
-    </form>
-    <p id="message" class="mt-4 text-center text-red-500 font-medium"></p>
-  </div>
-
-  <script>
-    const form = document.getElementById('register-form');
-    form.addEventListener('submit', async (e) => {
-      e.preventDefault();
-      const data = Object.fromEntries(new FormData(form));
-      const res = await fetch('/auth/register', {
-        method: 'POST',
-        headers: { 'Content-Type': 'application/json' },
-        body: JSON.stringify(data)
-      });
-      const json = await res.json();
-      document.getElementById('message').textContent = json.detail;
-    });
-  </script>
-</body>
-</html>
-<!DOCTYPE html>
-<html lang="fr">
-<head>
-  <meta charset="UTF-8">
-  <title>ObesiTrack - Inscription</title>
-  <link href="https://cdn.jsdelivr.net/npm/tailwindcss@3.3.2/dist/tailwind.min.css" rel="stylesheet">
-</head>
-<body class="bg-gray-100 flex items-center justify-center h-screen">
-  <div class="bg-white p-8 rounded-lg shadow-md w-full max-w-md">
-    <h2 class="text-2xl font-bold mb-6 text-center">Créer un compte</h2>
-    <form id="register-form" class="space-y-4">
-      <input type="text" name="name" placeholder="Nom" class="w-full p-2 border border-gray-300 rounded">
-      <input type="email" name="email" placeholder="Email" class="w-full p-2 border border-gray-300 rounded" required>
-      <input type="password" name="password" placeholder="Mot de passe" class="w-full p-2 border border-gray-300 rounded" required>
-      <button type="submit" class="w-full bg-green-500 text-white py-2 rounded hover:bg-green-600 transition">S’inscrire</button>
-    </form>
-    <p id="message" class="mt-4 text-center text-red-500 font-medium"></p>
-  </div>
-
-  <script>
-    const form = document.getElementById('register-form');
-    form.addEventListener('submit', async (e) => {
-      e.preventDefault();
-      const data = Object.fromEntries(new FormData(form));
-      const res = await fetch('/auth/register', {
-        method: 'POST',
-        headers: { 'Content-Type': 'application/json' },
-        body: JSON.stringify(data)
-      });
-      const json = await res.json();
-      document.getElementById('message').textContent = json.detail;
-    });
-  </script>
-</body>
-</html>
diff --git a/test.html b/test.html
new file mode 100644
index 000000000..0e86e86ce
--- /dev/null
+++ b/test.html
@@ -0,0 +1,31 @@
+fastapi==0.115.0
+uvicorn[standard]==0.30.6
+python-multipart==0.0.9
+pydantic==2.8.2
+scikit-learn==1.5.2
+pandas==2.2.2
+numpy==2.0.1
+joblib==1.4.2
+python-jose[cryptography]==3.3.0
+passlib[bcrypt]==1.7.4
+slowapi==0.1.9
+starlette==0.38.5
+loguru==0.7.2
+httpx==0.27.2
+pytest==8.3.2
+python-dotenv==1.0.1
+
+opentelemetry-api
+opentelemetry-sdk
+opentelemetry-instrumentation-fastapi
+opentelemetry-exporter-otlp
+opentelemetry-instrumentation-psycopg2
+prometheus-client
+opentelemetry-instrumentation-logging
+
+
+shap==0.41.0
+joblib
+
+evidently==0.3.6
+pandas
diff --git a/tests/conftest.py b/tests/conftest.py
index 5a4397bdf..15374c856 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,8 +1,10 @@
 import pytest
 from fastapi.testclient import TestClient
-from obesitrack.main import app
 
-client = TestClient(app)
+import api
+
+
+client = TestClient(api.app)
 
 @pytest.fixture
 def auth_headers():
diff --git a/tests/test_drift.py b/tests/test_drift.py
index b84f105c4..f3871d53d 100644
--- a/tests/test_drift.py
+++ b/tests/test_drift.py
@@ -1,8 +1,10 @@
 import pytest
 from fastapi.testclient import TestClient
-from obesitrack.main import app
 
-client = TestClient(app)
+import api
+
+
+client = TestClient(api.app)
 
 @pytest.fixture(autouse=True)
 def mock_drift(monkeypatch):
diff --git a/tests/test_explain.py b/tests/test_explain.py
index 41fcb168c..d3606d5e8 100644
--- a/tests/test_explain.py
+++ b/tests/test_explain.py
@@ -1,8 +1,10 @@
 import pytest
 from fastapi.testclient import TestClient
-from obesitrack.main import app
 
-client = TestClient(app)
+import api
+
+
+client = TestClient(api.app)
 
 @pytest.fixture(autouse=True)
 def mock_shap(monkeypatch):
diff --git a/venv/Lib/site-packages/anyio/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc b/venv/Lib/site-packages/anyio/__pycache__/__init__.cpython-312-pytest-8.3.2.pyc
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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