openflexure-microscope-server/openflexure_microscope/camera/capture.py
2019-02-14 17:18:26 +00:00

481 lines
17 KiB
Python

import uuid
import io
import os
import glob
import datetime
import copy
import yaml
import logging
from PIL import Image
import atexit
pil_formats = ['JPG', 'JPEG', 'PNG', 'TIF', 'TIFF']
thumbnail_size = (200, 150)
BASE_CAPTURE_PATH = os.path.join(os.path.expanduser('~'), 'micrographs') #: str: Base path to store all captures
TEMP_CAPTURE_PATH = os.path.join(BASE_CAPTURE_PATH, 'tmp') #: str: Base path to store all temporary captures (automatically emptied)
def clear_tmp():
"""
Removes all files in the ``TEMP_CAPTURE_PATH`` directory
"""
global TEMP_CAPTURE_PATH
logging.info("Clearing {}...".format(TEMP_CAPTURE_PATH))
files = glob.glob('{}/*'.format(TEMP_CAPTURE_PATH))
for f in files:
os.remove(f)
logging.debug("Removed {}".format(f))
logging.debug("Cleared {}.".format(TEMP_CAPTURE_PATH))
def capture_from_dict(capture_dict):
"""
Creates an instance of CaptureObject from a dictionary of capture information.
This is used when reloading the API server, to restore captures created in the
previous session.
Args:
capture_dict (dict): Dictionary containing capture information
"""
capture = CaptureObject(create_metadata_file=False) # Create a placeholder capture
# Populate capture parameters
capture.temporary = capture_dict['temporary']
capture.id = capture_dict['metadata']['id']
capture.timestring = capture_dict['metadata']['time']
capture.format = capture_dict['metadata']['format']
if 'custom' in capture_dict['metadata']:
capture._metadata = capture_dict['metadata']['custom']
if 'tags' in capture_dict['metadata']:
capture.tags = capture_dict['metadata']['tags']
capture.file = capture_dict['metadata']['path']
capture.split_file_path(capture.file)
return capture
class CaptureObject(object):
"""
StreamObject used to store and process capture data, and metadata.
Note: Captures cannot be stored in a lower-level directory than BASE_CAPTURE_PATH.
"""
def __init__(
self,
write_to_file: bool = False,
temporary: bool = False,
filename: str = '',
folder: str = '',
fmt: str = '',
create_metadata_file: bool = True) -> None:
"""Create a new StreamObject, to manage capture data."""
# Store a nice ID
self.id = uuid.uuid4().hex #: str: Unique capture ID
logging.info("Created StreamObject {}".format(self.id))
self.timestring = datetime.datetime.now().strftime("%Y-%m-%d_%H-%M-%S") #: str: Timestring of capture creation time
# Store file format
self.format = fmt #: str: Capture data format (e.g. jpeg, h264)
# Keep on disk after close by default
self.temporary = temporary #: bool: Mark the capture as temporary, to be deleted as the server closes, or as resources are required
# Explicitally state if capture should be written to a file, not a bytestream
self.write_to_file = write_to_file #: bool: Write capture data to disk immediately, rather than to memory initially (useful for video recordings)
# Create file name. Default to UUID
if not filename:
filename = self.id
self.filename = "{}.{}".format(filename, fmt)
# Create folder path. Default to BASE_CAPTURE_PATH
if not folder:
folder = BASE_CAPTURE_PATH
self.folder = folder
# Dictionary for storing custom metadata
self._metadata = {} #: dict: Dictionary of custom metadata to be included in metadata file
# List for storing tags
self.tags = [] #: list: List of tags. Essentially just as extra custom metadata field, but useful for quick organisation
# Initialise the capture stream
self.initialise_capture(create_metadata_file=create_metadata_file)
# Log if created by context manager
self.context_manager = False
# Object lock
self.locked = False
# Thumbnail (populated only for PIL captures)
self.thumb_bytes = None
def __enter__(self):
"""Create StreamObject in context, to auto-clean disk data."""
logging.debug(
"Entering context for {}. Stored files will be cleaned up automatically regardless of location.".format(
self.id))
self.temporary = True # Flag file to be removed on close.
self.context_manager = True # Used in metadata
logging.info("Rebuilding as a temporary capture...")
self.initialise_capture()
return self
def __exit__(self, *args):
"""Exit StreamObject, and auto-clean disk data."""
logging.info("Cleaning up {}".format(self.id))
self.close()
def initialise_capture(self, create_metadata_file=True):
"""
Initialise the capture object. Creates a file name and builds a file path,
creates an in-memory byte stream for capture data, and creates a metadata
file on disk.
Args:
create_metadata_file (bool): Skips creating a metadata file if False (useful for captures being processed but not stored)
"""
self.build_file_path(self.filename, self.folder)
# Byte bytestream properties
self.bytestream = io.BytesIO() # Byte bytestream that data will be written to
# Set default write target
if not self.write_to_file:
logging.debug("Target for {} set to 'bytestream'".format(self.id))
self.stream = self.bytestream
else:
logging.debug("Target for {} set to 'file'".format(self.id))
self.stream = self.file
# Save initial metadata file
if create_metadata_file:
self.save_metadata()
def build_file_path(
self,
filename: str,
folder: str):
"""
Construct a full file path, based on filename, folder, and file format.
Defaults to UUID.
Args:
filename (str): Filename of capture
folder (str): Directory on disk to store capture file
"""
global TEMP_CAPTURE_PATH
self.file = os.path.join(folder, filename) # Full file name by joining given folder to given name
self.split_file_path(self.file) # Split file path into folder, filename, and basename
# Check directory is a subdirectory of BASE_CAPTURE_PATH
if not os.path.commonprefix([self.file, BASE_CAPTURE_PATH]) == BASE_CAPTURE_PATH:
raise Exception("Captures cannot be stored in a lower-level directory than {}.".format(BASE_CAPTURE_PATH))
# Move to tmp directory if not being kept
if self.temporary:
self.file_notmp = self.file # Store originally defined folder
self.filefolder = TEMP_CAPTURE_PATH
self.file = os.path.join(self.filefolder, self.filename)
# Create folder and file
if not os.path.exists(self.filefolder):
os.makedirs(self.filefolder)
logging.debug(self.file)
logging.debug(self.filename)
logging.debug(self.basename)
logging.debug(self.filefolder)
def split_file_path(self, filepath):
"""
Take a full file path, and split it into separated class properties.
Args:
filepath (str): String of the full file path, including file format extension
"""
self.filefolder, self.filename = os.path.split(
filepath) # Split the full file path into a folder and a filename
self.basename = os.path.splitext(self.filename)[0] # Split the filename out from it's file extension
self.metadataname = "{}.yaml".format(self.basename)
def lock(self):
"""Set locked flag to True."""
self.locked = True
def unlock(self):
"""Set locked flag to False."""
self.locked = False
@property
def stream_exists(self, auto_rewind=True) -> bool:
"""Check if capture data BytesIO bytestream exists in memory."""
if auto_rewind:
self.bytestream.seek(0) # Rewind the data bytes for reading
if self.bytestream.getvalue(): # If data bytestream contains data
self.bytestream.seek(0) # Rewind the data bytes for reading
return True
else:
self.bytestream.seek(0) # Rewind the data bytes for reading
return False
@property
def file_exists(self) -> bool:
"""Check if capture data file exists on disk."""
if os.path.isfile(self.file):
return True
else:
return False
# HANDLE TAGS
def put_tag(self, tag: str):
"""
Add a new tag to the ``tags`` list attribute.
Args:
tag (str): Tag to be added
"""
if not tag in self.tags:
self.tags.append(tag)
self.save_metadata()
def delete_tag(self, tag: str):
"""
Remove a tag from the ``tags`` list attribute, if it exists.
Args:
tag (str): Tag to be removed
"""
if tag in self.tags:
self.tags = [new_tag for new_tag in self.tags if new_tag != tag]
# HANDLE METADATA
@property
def metadata_file(self) -> str:
"""
Path to the associated on-disk metadata YAML file.
"""
return "{}.yaml".format(os.path.splitext(self.file)[0])
def put_metadata(self, data: dict) -> None:
"""
Merge metadata from a passed dictionary into the capture metadata, and saves.
Args:
data (dict): Dictionary of metadata to be added
"""
self._metadata.update(data)
self.save_metadata()
def save_metadata(self) -> None:
"""
Save metadata to on-disk metadata YAML file
"""
logging.debug("Writing metadata to file {}".format(self.metadata_file))
with open(self.metadata_file, 'w') as outfile:
yaml.dump(self.metadata, outfile, default_flow_style=False)
def delete_metadata(self) -> None:
"""
Delete on-disk metadata YAML file, if it exists
"""
if os.path.isfile(self.metadata_file):
logging.info("Deleting file {}".format(self.metadata_file))
os.remove(self.metadata_file)
@property
def metadata(self) -> dict:
"""
Create basic metadata dictionary from basic capture data,
and any added custom metadata and tags.
"""
d = {'id': self.id, 'filename': self.filename, 'path': self.file, 'time': self.timestring,
'format': self.format, 'tags': self.tags, 'custom': self._metadata}
# Add custom metadata to dictionary
return d
@property
def yaml(self) -> str:
"""
Return a string containing a YAML-formatted representation of the capture matadata
"""
return yaml.dump(self.metadata, default_flow_style=False)
@property
def exists(self) -> bool:
"""
Check if either an in-memory byte stream or on-disk file of capture data exists.
If False, the capture data cannot be obtained.
"""
return self.stream_exists or self.file_exists
@property
def state(self) -> dict:
"""
Return a dictionary of objects full state, including metadata.
"""
# Create basic state dictionary
d = {'locked': self.locked, 'temporary': self.temporary, 'metadata': self.metadata,
'metadata_path': self.metadata_file}
# Check bytestream
if self.stream_exists:
d['bytestream'] = True
else:
d['bytestream'] = False
# Combined availability of data
if self.exists:
d['available'] = True
else:
d['available'] = False
return d
@property
def data(self) -> io.BytesIO:
"""
Return a byte string of the capture data.
If the capture data exists in-memory, this will be loaded. If the data only exists
on disk, this will automatically fall back to loading from disk.
"""
self.bytestream.seek(0) # Rewind the data bytes for reading
if self.stream_exists: # If data bytestream contains data
# Create a copy of the bytestream bytes
data = io.BytesIO(self.bytestream.getbuffer())
else: # If data bytestream is empty
if self.file_exists: # If data file exists
logging.info("Opening from file {}".format(self.file))
with open(self.file, 'rb') as f:
d = io.BytesIO(f.read()) # Load bytes from file
d.seek(0) # Rewind loaded bytestream
# Create a copy of the bytestream bytes
data = io.BytesIO(d.getbuffer())
else:
data = None
return data # Read and return bytes data
@property
def binary(self) -> bytes:
"""Return a byte string of the capture data."""
return self.data.getvalue()
@property
def thumbnail(self) -> io.BytesIO:
"""
Returns a thumbnail of the capture data, for supported image formats.
"""
global thumbnail_size
# If no thumbnail exists, try and make one
if not self.thumb_bytes:
logging.info("Building thumbnail")
self.thumb_bytes = io.BytesIO()
if self.format.upper() in pil_formats:
im = Image.open(self.data)
im.thumbnail(thumbnail_size)
im.save(self.thumb_bytes, self.format)
self.thumb_bytes.seek(0)
else:
self.thumb_bytes.seek(0)
# Copy the buffer, to avoid closing the file
data = io.BytesIO(self.thumb_bytes.getbuffer())
return data
def load_file(self) -> bool:
"""Load data stored on disk to the in-memory bytestream."""
if self.file_exists: # If data file exists
with open(self.file, 'rb') as f:
self.bytestream = io.BytesIO(f.read()) # Load bytes from file
self.bytestream.seek(0) # Rewind data bytes again
return True
else:
return False
def save_file(self) -> bool:
"""Write the StreamObjects bytestream to a file."""
if self.temporary: # If capture is currently temporary
self.load_file() # Load data from tmp file into bytestream, if tmp file exists
self.temporary = False # Flag as kept on disk
self.file = self.file_notmp # Reset file path to non-temporary path
self.split_file_path(self.file) # Set split properties based on new path
logging.info("Moved temporary file out to {}".format(self.file))
if self.stream_exists: # If there's a bytestream to save
with open(self.file, 'ab') as f: # Load file as bytes
logging.debug("Writing bytestream to file {}".format(self.file))
f.seek(0, 0) # Seek to the start of the file
f.write(self.binary) # Write data bytes to file
return True
else:
return False
def save(self) -> None:
"""Write stream to file, and save/update metadata file"""
# Try to save the file (only succeeds if an unsaved stream exists)
self.save_file()
# If a stream OR file exists, save the metadata file
if self.exists:
self.save_metadata()
def delete_stream(self):
"""Clear the BytesIO bytestream of the StreamObject."""
self.bytestream = io.BytesIO()
def delete_file(self) -> bool:
"""If the StreamObject has been saved, delete the file."""
if os.path.isfile(self.metadata_file):
logging.info("Deleting file {}".format(self.metadata_file))
os.remove(self.metadata_file)
if os.path.isfile(self.file):
logging.info("Deleting file {}".format(self.file))
os.remove(self.file)
return True
else:
return False
def delete(self):
"""Entirely delete all capture data."""
logging.info("Deleting {}".format(self.id))
self.delete_stream()
self.delete_file()
self.delete_metadata()
def shunt(self):
"""Demote the StreamObject from being stored in memory."""
if not self.file_exists: # If file doesn't already exist
self.save() # Save bytestream to disk, if it exists
self.delete_stream() # Delete the bytestream from memory
def close(self):
"""Both clear the bytestream, and delete any associated on-disk data."""
logging.info("Closing {}".format(self.id))
self.delete_stream()
if self.temporary:
self.delete()
atexit.register(clear_tmp)