Rewrite: IJTiffWriter is replaced by IJTiffFile which includes preliminary support for reading.

- Support colormaps per channels via the colors argument.
- No writer process anymore, the pool writes to the file by using a filehandle with a lock.
- Can save extra tiff tags in every frame and/or per frame individually.
- Header and IFD classes with support for reading files.
- Multiplexing is now done automatically when multiple IJTiffFiles are initialized: the process pool is shared by all IJTiffFiles.

.gitignore

@@ -0,0 +1,4 @@
+/build/
+/dist/
+*.egg_info
+/.idea/

README.md

@@ -1,14 +1,15 @@
 # Tiffwrite
-Exploiting [tifffile](https://pypi.org/project/tifffile/) in parallel to write ImageJ compatible tiffs with good
+Exploiting [tifffile](https://pypi.org/project/tifffile/) in parallel to write BioFormats/ImageJ compatible tiffs with
-compression.
+good compression.
 
 ## Features
-- Writes bigtiff file that opens in ImageJ as hyperstack with correct dimensions.
+- Writes bigtiff files that open in ImageJ as hyperstack with correct dimensions.
 - Parallel compression.
 - Write individual frames in random order.
-- Compresses even more by referencing tag or image data which otherwise would have been save several times.
+- Compresses even more by referencing tag or image data which otherwise would have been saved several times.
 For example empty frames, or a long string tag on every frame.
 - Enables memory efficient scripts by saving frames whenever they're ready to be saved, not waiting for the whole stack.
+- Colormaps, extra tags globally or frame dependent.
 
 ## Installation
     pip install tiffwrite
@@ -18,31 +19,37 @@ or
 
 # Usage
 ## Write an image stack
-    tiffwrite(file, data, axes='TZCXY', bar=False, colormap=None, pxsize=None)
+    tiffwrite(file, data, axes='TZCXY', dtype=None, bar=False, *args, **kwargs)
+
+- file:         string; filename of the new tiff file.
+- data:         2 to 5D numpy array in one of these datatypes: (u)int8, (u)int16, float32.
+- axes:         string; order of dimensions in data, default: TZCXY for 5D, ZCXY for 4D, CXY for 3D, XY for 2D data.
+- dtype:        string; cast data to dtype before saving, only (u)int8, (u)int16 and float32 are supported.
+- bar:          bool; whether or not to show a progress bar.
+- args, kwargs: arguments to be passed to IJTiffFile, see below.
 
-- file:     string; filename of the new tiff file.
-- data:     2 to 5D numpy array in one of these datatypes: (u)int8, (u)int16, float32.
-- axes:     string; order of dimensions in data, default: TZCXY for 5D, ZCXY for 4D, CXY for 3D, XY for 2D data.
-- bar:      bool; whether or not to show a progress bar.
-- colormap: string; choose any colormap from the colorcet module.
-- pxsize:   float; set tiff tag so ImageJ can read the pixel size (in um).
 
 ## Write one frame at a time
-    with IJTiffWriter(file, shape, dtype='uint16', colormap=None, nP=None, extratags=None, pxsize=None) as tif:
+    with IJTiffFile(file, shape, dtype='uint16', colors=None, colormap=None, pxsize=None, deltaz=None,
+                    timeinterval=None, **extratags) as tif:
     some loop:
         tif.save(frame, c, z, t)
 
-- file:      string; filename of the new tiff file, or list of filenames.
+- file:         string; filename of the new tiff file.
-- shape:     iterable; shape (C, Z, T) of data to be written in file.
+- shape:        iterable; shape (C, Z, T) of data to be written in file.
-- dtype:     string; cast data to dtype before saving, only (u)int8, (u)int16 and float32 are supported.
+- dtype:        string; cast data to dtype before saving, only (u)int8, (u)int16 and float32 are supported.
-- colormap:  string; choose any colormap from the colorcet module.
+- colors:       iterable of strings; one color per channel, valid colors (also html) are defined in matplotlib.colors.
-- nP:        int; number of compressor workers to use
+                    Without colormap BioFormats will set the colors in this order: rgbwcmy.
-- extratags: dict {int tagnr: (int type, data)}, extra tags to save on every frame, will cause a crash if not used
+                    Note that the color green is dark, the usual green is named 'lime' here.
-correctly!
+- colormap:     string; choose any colormap from the colorcet module. Colors and colormap cannot be used simultaneously.
-- pxsize:    float; set tiff tag so ImageJ can read the pixel size (in um).
+- pxsize:       float; pixel size im um.
+- deltaz:       float; z slice interval in um.
+- timeinterval: float; time between frames in seconds.
+- extratags:    other tags to be saved, example: Artist='John Doe', Tag4567=[400, 500] or
+                    Copyright=Tag('ascii', 'Made by me'). See tiff_tag_registry.items().
 
-- frame:     2D numpy array with data
+- frame:        2D numpy array with data.
-- c, z, t:   int; channel, z, time coordinates of the frame
+- c, z, t:      int; channel, z, time coordinates of the frame.
 
     
 # Examples
@@ -55,11 +62,11 @@ correctly!
 
 ## Write one frame at a time
     from itertools import product
-    from tiffwrite import IJTiffWriter
+    from tiffwrite import IJTiffFile
     import numpy as np
 
     shape = (3, 5, 10)  # channels, z, time
-    with IJTiffWriter('file.tif', shape, pxsize=0.09707) as tif:
+    with IJTiffFile('file.tif', shape, pxsize=0.09707) as tif:
         for c in range(shape[0]):
             for z in range(shape[1]):
                 for t in range(shape[2]):
@@ -67,21 +74,22 @@ correctly!
 
 ## Saving multiple tiffs simultaneously
     from itertools import product
-    from tiffwrite import IJTiffWriter
+    from tiffwrite import IJTiffFile
     import numpy as np
     
     shape = (3, 5, 10)  # channels, z, time
-    with IJTiffWriter(('fileA.tif', 'fileB.tif'), shape) as tif:
+    with IJTiffFile('fileA.tif', shape) as tif_a, IJTiffFile('fileB.tif', shape) as tif_b:
         for c in range(shape[0]):
             for z in range(shape[1]):
                 for t in range(shape[2]):
-                    tif.save('fileA.tif', np.random.randint(0, 10, (32, 32)), c, z, t)
+                    tif_a.save(np.random.randint(0, 10, (32, 32)), c, z, t)
-                    tif.save('fileB.tif', np.random.randint(0, 10, (32, 32)), c, z, t)
+                    tif_b.save(np.random.randint(0, 10, (32, 32)), c, z, t)
 
 ## Tricks & tips
-- ImageJ colors channels in the order rgbwcym, and IJTiffwriter automatically and efficiently writes 0's when a frame is
+- The order of feeding frames to IJTiffFile is unimportant, IJTiffFile will order de ifd's such that the file will
-skipped. You can use this when specific colors are important, for example: you want to use only red and blue.
-- The order of feeding frames to IJTiffWriter is unimportant, IJTiffWriter will order de ifd's such that the file will
 be opened as a correctly ordered hyperstack.
 - Using the colormap parameter you can make ImageJ open the file and apply the colormap. colormap='glasbey' is very
 useful.
+- IJTiffFile does not allow more than one pool of parallel processes to be open at a time. Therefore, when writing
+multiple tiff's simultaneously you have to open all before you start saving any frame, in this way all files share the
+same pool.

setup.py

@@ -5,7 +5,7 @@ with open('README.md', 'r') as fh:
 
 setuptools.setup(
     name='tiffwrite',
-    version='2021.12.0',
+    version='2022.5.0',
     author='Wim Pomp @ Lenstra lab NKI',
     author_email='w.pomp@nki.nl',
     description='Parallel tiff writer compatible with ImageJ.',
@@ -18,6 +18,6 @@ setuptools.setup(
         'License :: OSI Approved :: GNU General Public License v3 (GPLv3)',
         'Operating System :: OS Independent',
     ],
-    python_requires='>=3.5',
+    python_requires='>=3.7',
-    install_requires=['tifffile', 'numpy', 'tqdm', 'colorcet', 'multipledispatch'],
+    install_requires=['tifffile', 'numpy', 'tqdm', 'colorcet', 'matplotlib'],
 )