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Merge pull request #1861 from alicevision/mug/thumbnailCache
[ui] Thumbnail cache
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from meshroom.common import Signal | ||
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from PySide2.QtCore import QObject, Slot, QSize, QUrl, Qt, QStandardPaths | ||
from PySide2.QtGui import QImageReader, QImageWriter | ||
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import os | ||
from pathlib import Path | ||
import stat | ||
import hashlib | ||
import time | ||
import logging | ||
from threading import Thread | ||
from multiprocessing.pool import ThreadPool | ||
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class ThumbnailCache(QObject): | ||
"""ThumbnailCache provides an abstraction for the thumbnail cache on disk, available in QML. | ||
For a given image file, it ensures the corresponding thumbnail exists (by creating it if necessary) | ||
and gives access to it. | ||
Since creating thumbnails can be long (as it requires to read the full image from disk) | ||
it is performed asynchronously to avoid blocking the main thread. | ||
The default cache location can be overriden with the MESHROOM_THUMBNAIL_DIR environment variable. | ||
This class also takes care of cleaning the thumbnail directory, | ||
i.e. scanning this directory and removing thumbnails that have not been used for too long. | ||
This operation also ensures that the number of thumbnails on disk does not exceed a certain limit, | ||
by removing thumbnails if necessary (from least recently used to most recently used). | ||
Since this operation is done at application startup, it is also performed asynchronously. | ||
The default time limit is 90 days, | ||
and can be overriden with the MESHROOM_THUMBNAIL_TIME_LIMIT environment variable. | ||
The default maximum number of thumbnails on disk is 100000, | ||
and can be overriden with the MESHROOM_MAX_THUMBNAILS_ON_DISK. | ||
The main use case for thumbnails in Meshroom is in the ImageGallery. | ||
""" | ||
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# Thumbnail cache directory | ||
# Cannot be initialized here as it depends on the organization and application names | ||
thumbnailDir = '' | ||
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# Thumbnail dimensions limit (the actual dimensions of a thumbnail will depend on the aspect ratio) | ||
thumbnailSize = QSize(256, 256) | ||
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# Time limit for thumbnail storage on disk, expressed in days | ||
storageTimeLimit = 90 | ||
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# Maximum number of thumbnails in the cache directory | ||
maxThumbnailsOnDisk = 100000 | ||
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# Signal to notify listeners that a thumbnail was created and written on disk | ||
# This signal has two argument: | ||
# - the url of the image that the thumbnail is associated to | ||
# - an identifier for the caller, e.g. the component that sent the request (useful for faster dispatch in QML) | ||
thumbnailCreated = Signal(QUrl, int) | ||
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# Threads info and LIFO structure for running clean and createThumbnail asynchronously | ||
requests = [] | ||
cleaningThread = None | ||
workerThreads = ThreadPool(processes=3) | ||
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@staticmethod | ||
def initialize(): | ||
"""Initialize static fields in cache class and cache directory on disk.""" | ||
# Thumbnail directory: default or user specified | ||
dir = os.getenv('MESHROOM_THUMBNAIL_DIR') | ||
if dir is not None: | ||
ThumbnailCache.thumbnailDir = dir | ||
else: | ||
ThumbnailCache.thumbnailDir = os.path.join(QStandardPaths.writableLocation(QStandardPaths.CacheLocation), | ||
'thumbnails') | ||
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# User specifed time limit for thumbnails on disk (expressed in days) | ||
timeLimit = os.getenv('MESHROOM_THUMBNAIL_TIME_LIMIT') | ||
if timeLimit is not None: | ||
ThumbnailCache.storageTimeLimit = float(timeLimit) | ||
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# User specifed maximum number of thumbnails on disk | ||
maxOnDisk = os.getenv('MESHROOM_MAX_THUMBNAILS_ON_DISK') | ||
if maxOnDisk is not None: | ||
ThumbnailCache.maxThumbnailsOnDisk = int(maxOnDisk) | ||
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# Clean thumbnail directory | ||
# This is performed asynchronously to avoid freezing the app at startup | ||
ThumbnailCache.cleaningThread = Thread(target=ThumbnailCache.clean) | ||
ThumbnailCache.cleaningThread.start() | ||
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# Make sure the thumbnail directory exists before writing into it | ||
os.makedirs(ThumbnailCache.thumbnailDir, exist_ok=True) | ||
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@staticmethod | ||
def clean(): | ||
"""Scan the thumbnail directory and: | ||
1. remove all thumbnails that have not been used for more than storageTimeLimit days | ||
2. ensure that the number of thumbnails on disk does not exceed maxThumbnailsOnDisk. | ||
""" | ||
# Check if thumbnail directory exists | ||
if not os.path.exists(ThumbnailCache.thumbnailDir): | ||
logging.debug('[ThumbnailCache] Thumbnail directory does not exist yet.') | ||
return | ||
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# Get current time | ||
now = time.time() | ||
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# Scan thumbnail directory and gather all thumbnails to remove | ||
toRemove = [] | ||
remaining = [] | ||
for f_name in os.listdir(ThumbnailCache.thumbnailDir): | ||
pathname = os.path.join(ThumbnailCache.thumbnailDir, f_name) | ||
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# System call to get current item info | ||
f_stat = os.stat(pathname, follow_symlinks=False) | ||
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# Check if this is a regular file | ||
if not stat.S_ISREG(f_stat.st_mode): | ||
continue | ||
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# Compute storage duration since last usage of thumbnail | ||
lastUsage = f_stat.st_mtime | ||
storageTime = now - lastUsage | ||
logging.debug(f'[ThumbnailCache] Thumbnail {f_name} has been stored for {storageTime}s') | ||
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if storageTime > ThumbnailCache.storageTimeLimit * 3600 * 24: | ||
# Mark as removable if storage time exceeds limit | ||
logging.debug(f'[ThumbnailCache] {f_name} exceeded storage time limit') | ||
toRemove.append(pathname) | ||
else: | ||
# Store path and last usage time for potentially sorting and removing later | ||
remaining.append((pathname, lastUsage)) | ||
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# Remove all thumbnails marked as removable | ||
for path in toRemove: | ||
logging.debug(f'[ThumbnailCache] Remove {path}') | ||
try: | ||
os.remove(path) | ||
except FileNotFoundError: | ||
logging.error(f'[ThumbnailCache] Tried to remove {path} but this file does not exist') | ||
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# Check if number of thumbnails on disk exceeds limit | ||
if len(remaining) > ThumbnailCache.maxThumbnailsOnDisk: | ||
nbToRemove = len(remaining) - ThumbnailCache.maxThumbnailsOnDisk | ||
logging.debug( | ||
f'[ThumbnailCache] Too many thumbnails: {len(remaining)} remaining, {nbToRemove} will be removed') | ||
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# Sort by last usage order and remove excess | ||
remaining.sort(key=lambda elt: elt[1]) | ||
for i in range(nbToRemove): | ||
path = remaining[i][0] | ||
logging.debug(f'[ThumbnailCache] Remove {path}') | ||
try: | ||
os.remove(path) | ||
except FileNotFoundError: | ||
logging.error(f'[ThumbnailCache] Tried to remove {path} but this file does not exist') | ||
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@staticmethod | ||
def thumbnailPath(imgPath): | ||
"""Use SHA1 hashing to associate a unique thumbnail to an image. | ||
Args: | ||
imgPath (str): filepath to the input image | ||
Returns: | ||
str: filepath to the corresponding thumbnail | ||
""" | ||
digest = hashlib.sha1(imgPath.encode('utf-8')).hexdigest() | ||
path = os.path.join(ThumbnailCache.thumbnailDir, f'{digest}.jpg') | ||
return path | ||
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@staticmethod | ||
def checkThumbnail(path): | ||
"""Check if a thumbnail already exists on disk, and if so update its last modification time. | ||
Args: | ||
path (str): filepath to the thumbnail | ||
Returns: | ||
(bool): whether the thumbnail exists on disk or not | ||
""" | ||
if os.path.exists(path): | ||
# Update last modification time | ||
Path(path).touch(exist_ok=True) | ||
return True | ||
return False | ||
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@Slot(QUrl, int, result=QUrl) | ||
def thumbnail(self, imgSource, callerID): | ||
"""Retrieve the filepath of the thumbnail corresponding to a given image. | ||
If the thumbnail does not exist on disk, it will be created asynchronously. | ||
When this is done, the thumbnailCreated signal is emitted. | ||
Args: | ||
imgSource (QUrl): location of the input image | ||
callerID (int): identifier for the object that requested the thumbnail | ||
Returns: | ||
QUrl: location of the corresponding thumbnail if it exists, otherwise None | ||
""" | ||
if not imgSource.isValid(): | ||
return None | ||
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imgPath = imgSource.toLocalFile() | ||
path = ThumbnailCache.thumbnailPath(imgPath) | ||
source = QUrl.fromLocalFile(path) | ||
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# Check if thumbnail already exists | ||
if ThumbnailCache.checkThumbnail(path): | ||
return source | ||
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# Thumbnail does not exist | ||
# Create request and submit to worker threads | ||
ThumbnailCache.requests.append((imgSource, callerID)) | ||
ThumbnailCache.workerThreads.apply_async(func=self.handleRequestsAsync) | ||
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return None | ||
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def createThumbnail(self, imgSource, callerID): | ||
"""Load an image, resize it to thumbnail dimensions and save the result in the cache directory. | ||
Args: | ||
imgSource (QUrl): location of the input image | ||
callerID (int): identifier for the object that requested the thumbnail | ||
""" | ||
imgPath = imgSource.toLocalFile() | ||
path = ThumbnailCache.thumbnailPath(imgPath) | ||
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# Check if thumbnail already exists (it may have been created by another thread) | ||
if ThumbnailCache.checkThumbnail(path): | ||
self.thumbnailCreated.emit(imgSource, callerID) | ||
return | ||
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logging.debug(f'[ThumbnailCache] Creating thumbnail {path} for image {imgPath}') | ||
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# Initialize image reader object | ||
reader = QImageReader() | ||
reader.setFileName(imgPath) | ||
reader.setAutoTransform(True) | ||
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# Read image and check for potential errors | ||
img = reader.read() | ||
if img.isNull(): | ||
logging.error(f'[ThumbnailCache] Error when reading image: {reader.errorString()}') | ||
return | ||
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# Scale image while preserving aspect ratio | ||
thumbnail = img.scaled(ThumbnailCache.thumbnailSize, | ||
aspectMode=Qt.KeepAspectRatio, | ||
mode=Qt.SmoothTransformation) | ||
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# Write thumbnail to disk and check for potential errors | ||
writer = QImageWriter(path) | ||
success = writer.write(thumbnail) | ||
if not success: | ||
logging.error(f'[ThumbnailCache] Error when writing thumbnail: {writer.errorString()}') | ||
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# Notify listeners | ||
self.thumbnailCreated.emit(imgSource, callerID) | ||
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def handleRequestsAsync(self): | ||
"""Process thumbnail creation requests in LIFO order. | ||
Note: this operation waits for the cleaning process to finish before starting, | ||
in order to avoid synchronization issues. | ||
""" | ||
# Wait for cleaning thread to finish | ||
if ThumbnailCache.cleaningThread is not None and ThumbnailCache.cleaningThread.is_alive(): | ||
ThumbnailCache.cleaningThread.join() | ||
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# Handle requests until the requests stack is empty | ||
try: | ||
while True: | ||
req = ThumbnailCache.requests.pop() | ||
self.createThumbnail(req[0], req[1]) | ||
except IndexError: | ||
# No more request to process | ||
return | ||
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@Slot() | ||
def clearRequests(self): | ||
"""Clear all pending thumbnail creation requests. | ||
Requests already under treatment by a worker thread will still be completed. | ||
""" | ||
ThumbnailCache.requests.clear() |
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