upload-images-to-minio #2
@@ -77,6 +77,7 @@ dev = [
|
||||
"pre-commit>=4.3.0",
|
||||
"pytest>=8.4.2",
|
||||
"pytest-cov>=7.0.0",
|
||||
"python-dotenv>=1.1.1",
|
||||
"pyupgrade>=3.20.0",
|
||||
"ruff>=0.13.0",
|
||||
"safety>=3.2.11",
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,67 @@
|
||||
"""Script to upload images to MinIO server."""
|
||||
|
||||
from pathlib import Path
|
||||
import pandas as pd
|
||||
from uuid import uuid4
|
||||
from PIL import Image
|
||||
from dotenv import load_dotenv
|
||||
|
||||
from data_store.repositories import ImageRepository
|
||||
|
||||
UPLOAD_DIR = Path("/Volumes/BW-PSSD/maersk_data/images")
|
||||
|
||||
|
||||
def upload_images_to_minio(
|
||||
image_repo: ImageRepository,
|
||||
upload_dir: Path,
|
||||
) -> None:
|
||||
"""Upload images from the specified directory to MinIO server."""
|
||||
# Check input
|
||||
if not isinstance(image_repo, ImageRepository):
|
||||
raise ValueError("image_repo must be an instance of ImageRepository.")
|
||||
if not image_repo.is_connected:
|
||||
raise ConnectionError("image_repo must be connected to MinIO server.")
|
||||
if not isinstance(upload_dir, Path):
|
||||
raise ValueError("upload_dir must be a pathlib.Path instance.")
|
||||
if not upload_dir.is_dir():
|
||||
raise NotADirectoryError(f"upload_dir must be a valid directory: {upload_dir}")
|
||||
if not upload_dir.exists():
|
||||
raise FileNotFoundError(f"upload_dir does not exist: {upload_dir}")
|
||||
# Scan directory for images
|
||||
images = list(upload_dir.glob("*.png"))
|
||||
if not images:
|
||||
raise FileNotFoundError(f"No PNG images found in directory: {upload_dir}")
|
||||
print(f"Found {len(images)} images to upload.")
|
||||
# Initialize list to store image name and id mapping
|
||||
image_name_id_map: dict[str, str] = {}
|
||||
# Begin uploading images
|
||||
for image_path in images:
|
||||
try:
|
||||
# Load image
|
||||
img = Image.open(image_path)
|
||||
# Upload image to MinIO
|
||||
img_id = uuid4()
|
||||
image_repo.put(img, img_id)
|
||||
print(f"Uploaded {image_path.name} with ID {img_id}.")
|
||||
except Exception as e:
|
||||
print(f"Failed to upload {image_path.name}: {e}")
|
||||
continue
|
||||
else:
|
||||
# Store mapping
|
||||
image_name_id_map[image_path.name] = str(img_id)
|
||||
# Save mapping to CSV
|
||||
df = pd.DataFrame(
|
||||
list(image_name_id_map.items()), columns=["image_name", "image_id"]
|
||||
)
|
||||
csv_path = Path(__file__).parent / "image_name_id_map.csv"
|
||||
df.to_csv(csv_path, index=False)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
# Load environment variables from .env file
|
||||
load_dotenv()
|
||||
# Instantiate ImageRepository
|
||||
with ImageRepository() as image_repo:
|
||||
# Upload images from the specified directory
|
||||
upload_images_to_minio(image_repo, UPLOAD_DIR)
|
||||
print("Image upload process completed.")
|
||||
@@ -1327,6 +1327,7 @@ dev = [
|
||||
{ name = "pre-commit" },
|
||||
{ name = "pytest" },
|
||||
{ name = "pytest-cov" },
|
||||
{ name = "python-dotenv" },
|
||||
{ name = "pyupgrade" },
|
||||
{ name = "ruff" },
|
||||
{ name = "safety" },
|
||||
@@ -1349,6 +1350,7 @@ dev = [
|
||||
{ name = "pre-commit", specifier = ">=4.3.0" },
|
||||
{ name = "pytest", specifier = ">=8.4.2" },
|
||||
{ name = "pytest-cov", specifier = ">=7.0.0" },
|
||||
{ name = "python-dotenv", specifier = ">=1.1.1" },
|
||||
{ name = "pyupgrade", specifier = ">=3.20.0" },
|
||||
{ name = "ruff", specifier = ">=0.13.0" },
|
||||
{ name = "safety", specifier = ">=3.2.11" },
|
||||
|
||||
Reference in New Issue
Block a user