move api inside package

Author: ManuelFay

README.md

@@ -11,25 +11,45 @@ group pictures, screenshots, etc...
 
 ## Setup
 
-In a new Python 3.8+ virtual environment run:
+In a Python 3.8+ virtual environment, install either from PIP or from source:
+
+####Installation from the PIP package:
+```bash
+pip install image-searcher
+
+pip install face_recognition  # Optional to enable face features
+pip install flask flask_cors  # Optional to enable a flask api
+```
+
+#### Installation from source
 ```bash
 pip install -r dev_requirements.txt
-pip install face_recognition  # Optional
+
+pip install face_recognition  # Optional to enable face features
+pip install flask flask_cors  # Optional to enable a flask api
 ```
 
 Troubleshooting: If problems are encountered building wheels for dlib during the face_recognition installation, make sure to install the `python3.8-dev`
 package (respectively `python3.x-dev`) and recreate the virtual environment from scratch with the aforementionned command 
 once it is installed.
 
 ## Usage
-Currently, the usage is as follows. It computes the embeddings of all images one by one, and stores them in 
+Currently, the usage is as follows. The library first computes the embeddings of all images one by one, and stores them in 
 a picked dictionary for further reference. To compute and store information about the persons in 
 the picture, enable the `include_faces` flag (note that it makes the indexing process up to 10x slower).
 
 ```python
 from image_searcher import Search
 
 searcher = Search(image_dir_path="/home/manu/perso/ImageSearcher/data/", traverse=True, include_faces=False)
+```
+
+Once this process has been done once, through Python, the library is used as such:
+```python
+from image_searcher import Search
+
+searcher = Search(image_dir_path="/home/manu/perso/ImageSearcher/data/", traverse=True, include_faces=False)
+
 ranked_images = searcher.rank_images("A photo of a bird.", n=5)
 
 # Display best images
@@ -71,16 +91,15 @@ threaded:
 ```
 #### Start a server:
 ```python
-from api.run_flask_command import RunFlaskCommand
+from image_searcher.api import run
 
-command = RunFlaskCommand(config_path="/home/manu/perso/ImageSearcher/api/api_config.yml")
-command.run()
+run(config_path="path_to_config_file.yml")
 ```
 
 A gunicorn process can also be launched locally with:
 
 ```bash
-gunicorn "api.run_flask_gunicorn:create_app('/home/manu/perso/ImageSearcher/api/api_config.yml')" \
+gunicorn "api.run_flask_gunicorn:create_app('path_to_config_file.yml')" \
     --name image_searcher \
     --bind 0.0.0.0:${GUNICORN_PORT:-5000} \
     --worker-tmp-dir /dev/shm \

api/__init__.py

@@ -1,2 +1 @@
-from .run_flask_command import RunFlaskCommand
 from .run_flask_gunicorn import create_app

api/run_flask_gunicorn.py

@@ -1,5 +1,5 @@
 from flask import Flask
-from api.run_flask_command import RunFlaskCommand
+from image_searcher.api.run_flask_command import RunFlaskCommand
 
 
 def create_app(config_path: str) -> Flask:

dev_requirements.txt

@@ -3,7 +3,7 @@
 -e .
 
 gunicorn
-flask
-flask_cors
 
 pylint
+twine
+unittest

image_searcher/api/__init__.py

@@ -0,0 +1 @@
+from .run_flask_command import RunFlaskCommand, run

api/flask_config.py renamed to image_searcher/api/flask_config.py

@@ -6,7 +6,7 @@
 from flask_cors import CORS
 
 from image_searcher import Search
-from api.flask_config import FlaskConfig
+from image_searcher.api.flask_config import FlaskConfig
 
 
 class RunFlaskCommand:
@@ -55,6 +55,6 @@ def run(self, start=True):
         return app
 
 
-if __name__ == "__main__":
-    command = RunFlaskCommand(config_path="/home/manu/perso/ImageSearcher/api/api_config.yml")
+def run(config_path: str):
+    command = RunFlaskCommand(config_path=config_path)
     command.run()

api/run_flask_command.py renamed to image_searcher/api/run_flask_command.py

@@ -2,18 +2,21 @@
 from pathlib import Path
 
 extras = {
-    "face_recognition": ["face_recognition"]
+    "face_recognition": ["face_recognition"],
+    "server": ["flask", "flask_cors"]
 }
 
 setup(
     name="image-searcher",
-    version="v0.0.1",
+    version="v0.0.2",
     description="Image Searcher based on semantic query understanding for your own pictures.",
     long_description=(Path(__file__).parent / "README.md").read_text(),
     long_description_content_type='text/markdown',
     author="Manuel Faysse",
     author_email='[email protected]',
-    download_url="https://github.com/ManuelFay/ImageSearcher/archive/refs/tags/v0.0.1.tar.gz",
+    download_url="https://github.com/ManuelFay/ImageSearcher/archive/refs/tags/v0.0.2.tar.gz",
+    url="https://github.com/ManuelFay/ImageSearcher",
+    keywords=['search engine', 'image', 'image search', 'CLIP'],
     packages=find_packages(include=["image_searcher", "image_searcher.*"]),
     install_requires=[
         "torch",