Bytedance TOS Image Process Skill
This skill provides essential image processing functions for files stored in Bytedance's TOS (TeraObjectStore). It allows you to retrieve image metadata, convert formats, resize, and apply watermarks directly using the Volcengine TOS SDK.
Quick Start
1. Client Initialization
The following Python snippet demonstrates how to initialize the TosClientV2 from environment variables.
import os
import tos
from tos.exceptions import TosClientError, TosServerError
def create_client() -> tos.TosClientV2:
"""Initializes a TosClientV2 using AK/SK (and optional STS token) from environment variables."""
try:
ak = os.getenv('TOS_ACCESS_KEY')
sk = os.getenv('TOS_SECRET_KEY')
endpoint = os.getenv('TOS_ENDPOINT')
region = os.getenv('TOS_REGION')
security_token = os.getenv('TOS_SECURITY_TOKEN') # Optional, for STS
if not all([ak, sk, endpoint, region]):
raise ValueError("Required environment variables are missing (AK, SK, Endpoint, Region).")
return tos.TosClientV2(
ak=ak,
sk=sk,
endpoint=endpoint,
region=region,
security_token=security_token,
)
except (ValueError, ImportError) as e:
print(f"Error initializing client: {e}")
return None
# Create the client
client = create_client()
2. Basic Workflow
# (Assumes 'client' is initialized and 'bucket_name', 'object_key' are set)
# 1. Get Image Info
try:
response = client.get_object(bucket_name, object_key, process="image/info")
info_data = response.read()
print("Image Info:", info_data.decode('utf-8'))
except TosServerError as e:
print(f"Error getting image info: {e}")
# 2. Resize an Image and save locally
try:
client.get_object_to_file(
bucket_name,
object_key,
"resized_image.jpg",
process="image/resize,w_500,m_lfit" # Resize to 500px width, lfit mode
)
print("Resized image saved to resized_image.jpg")
except TosServerError as e:
print(f"Error resizing image: {e}")
# 3. Convert Image to WebP and save back to TOS
try:
response = client.get_object(
bucket_name,
object_key,
process="image/format,f_webp,q_80", # Convert to WebP, quality 80
save_bucket="my-output-bucket",
save_object="processed/image.webp"
)
save_result = response.read()
print("Converted image saved to TOS:", save_result.decode('utf-8'))
except TosServerError as e:
print(f"Error saving converted image to TOS: {e}")
Core Operations
All image processing is achieved by passing a process string to the get_object or get_object_to_file SDK methods.
1. Get Image Info (ImageInfo)
Retrieves metadata of an image file, such as format, dimensions, and EXIF data.
SDK Method: client.get_object(..., process="image/info")
response = client.get_object(bucket_name, object_key, process="image/info")
image_metadata = response.read().decode('utf-8')
print(image_metadata)
2. Convert Image Format (ImageFormat)
Converts an image to a different format (e.g., JPEG, PNG, WebP) and adjusts quality.
SDK Method: client.get_object_to_file(..., process="image/format,f_webp,q_80")
# Convert to PNG format
client.get_object_to_file(
bucket_name,
object_key,
"output.png",
process="image/format,f_png"
)
3. Resize Image (ImageResize)
Resizes an image based on specified width, height, and resizing mode.
SDK Method: client.get_object_to_file(..., process="image/resize,w_800,h_600,m_fill")
# Resize to a maximum width of 1024px, maintaining aspect ratio
client.get_object_to_file(
bucket_name,
object_key,
"resized_1024.jpg",
process="image/resize,w_1024"
)
4. Apply Watermark (ImageWatermark & ImageBlindWatermark)
Adds a visible or blind watermark to an image. Parameters are complex and should be constructed according to the official TOS documentation.
SDK Method: client.get_object_to_file(..., process="image/watermark,...")
# Example for a text watermark (parameters must be Base64-encoded)
# This is a conceptual example. Refer to official docs for exact keys.
import base64
text_b64 = base64.b64encode("My Watermark".encode()).decode()
process_rule = f"image/watermark,type_1,text_{text_b64},size_40,p_9"
client.get_object_to_file(
bucket_name,
object_key,
"watermarked.jpg",
process=process_rule
)
5. Generic Image Processing (ImageProcess)
A flexible entry point that accepts any valid image processing string.
SDK Method: client.get_object(..., process="<full-process-string>")
# Example: Apply a Gaussian blur (hypothetical parameters)
client.get_object_to_file(
bucket_name,
object_key,
"blurred.jpg",
process="image/blur,r_5,s_2"
)
Authorization
Authentication is handled by tos.TosClientV2. Provide credentials via environment variables.
Required Environment Variables
TOS_ACCESS_KEYTOS_SECRET_KEYTOS_ENDPOINTTOS_REGION
Optional for STS
Best Practices
- Error Handling: Wrap SDK calls in
try...except blocks to handle TosClientError and TosServerError.
- Parameter Construction: For complex operations like watermarking, carefully construct the
process string according to the official TOS documentation. Base64-encode parameter values where required.
- Client Reuse: Initialize the
TosClientV2 once and reuse it for multiple operations.
Additional Resources
- For detailed parameters of each operation, see REFERENCE.md.
- For common end-to-end examples, see WORKFLOWS.md.
- For executable Python examples, see the
scripts/ directory.
- For the definitive list of all processing parameters, always consult the official Volcengine TOS Image Processing documentation.
