Add load_ options for Image component

This commit is contained in:
carmelom 2023-08-15 18:12:21 +02:00 committed by cmordini
parent 3a560e3364
commit 245db9aa8f

View File

@ -4,10 +4,18 @@ from pathlib import Path
import PIL.Image import PIL.Image
from loguru import logger from loguru import logger
from urllib.request import urlopen
from pydase.data_service.data_service import DataService from pydase.data_service.data_service import DataService
class Figure:
"""Mock class for matplotlib.Figure"""
def savefig(self, format="png"):
pass
class Image(DataService): class Image(DataService):
def __init__( def __init__(
self, self,
@ -26,28 +34,42 @@ class Image(DataService):
def load_from_path(self, path: Path | str) -> None: def load_from_path(self, path: Path | str) -> None:
with PIL.Image.open(path) as image: with PIL.Image.open(path) as image:
self._load_from_PIL_Image(image) self._load_from_PIL(image)
def load_from_base64(self, value: bytes) -> None: def load_from_matplotlib_figure(self, fig: Figure, format_: str = "png") -> None:
if isinstance(value, bytes): buffer = io.BytesIO()
# Decode the base64 string fig.savefig(buffer, format=format_)
image_data = base64.b64decode(value) value_ = base64.b64encode(buffer.getvalue())
self._load_from_base64(value_, format_)
# Create a writable memory buffer for the image def load_from_url(self, url: str):
image_buffer = io.BytesIO(image_data) image = PIL.Image.open(urlopen(url))
self._load_from_PIL(image)
# Read the image from the buffer def load_from_base64(self, value_: bytes, format_: str | None = None) -> None:
image = PIL.Image.open(image_buffer) if format_ is None:
self._load_from_PIL_Image(image) format_ = self._get_image_format_from_bytes(value_)
self._load_from_base64(value_, format_)
def _load_from_PIL_Image(self, image: PIL.Image.Image) -> None: def _load_from_base64(self, value_: bytes, format_: str) -> None:
if isinstance(image, PIL.Image.Image): value = value_.decode("utf-8") if isinstance(value_, bytes) else value_
if image.format is not None: self._value = value
self._format = image.format self._format = format_
buffered = io.BytesIO()
image.save(buffered, format=self._format)
img_base64 = base64.b64encode(buffered.getvalue())
self._value = img_base64.decode() def _load_from_PIL(self, image: PIL.Image.Image) -> None:
else: if image.format is not None:
logger.error("Image format is 'None'. Skipping...") format_ = image.format
buffer = io.BytesIO()
image.save(buffer, format=format_)
value_ = base64.b64encode(buffer.getvalue())
self._load_from_base64(value_, format_)
else:
logger.error("Image format is 'None'. Skipping...")
def _get_image_format_from_bytes(self, value_: bytes):
image_data = base64.b64decode(value_)
# Create a writable memory buffer for the image
image_buffer = io.BytesIO(image_data)
# Read the image from the buffer
image = PIL.Image.open(image_buffer)
return image.format