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Commit 78d314bb authored by Christian Kento Rasmussen's avatar Christian Kento Rasmussen
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Began work on convert tool

parent 3ada6701
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4 merge requests!102Conv zarr tiff folders,!100Conv zarr nifti,!99Zarr cli,!96Zarr loading and converting
import numpy as np
import tifffile as tiff
import zarr
def convert_tif_to_zarr(tif_path, zarr_path, chunks=(64, 64, 64)):
""" Convert a tiff file to a zarr file
Args:
tif_path (str): path to the tiff file
zarr_path (str): path to the zarr file
chunks (tuple, optional): chunk size for the zarr file. Defaults to (64, 64, 64).
Returns:
zarr.core.Array: zarr array containing the data from the tiff file
"""
vol = tiff.memmap(tif_path)
z = zarr.open(zarr_path, mode='w', shape=vol.shape, chunks=chunks, dtype=vol.dtype)
z[:] = vol[:]
return z
def convert_npy_to_zarr(npy_path, zarr_path, shape, dtype=np.float32, chunks=(64, 64, 64)):
""" Convert a numpy file to a zarr file
Args:
npy_path (str): path to the numpy file
zarr_path (str): path to the zarr file
chunks (tuple, optional): chunk size for the zarr file. Defaults to (64, 64, 64).
Returns:
zarr.core.Array: zarr array containing the data from the numpy file
"""
vol = np.memmap(npy_path, dtype=dtype, mode='r', shape=shape)
z = zarr.open(zarr_path, mode='w', shape=vol.shape, chunks=chunks, dtype=vol.dtype)
z[:] = vol[:]
return z
def convert_zarr_to_tif(zarr_path, tif_path):
""" Convert a zarr file to a tiff file
Args:
zarr_path (str): path to the zarr file
tif_path (str): path to the tiff file
returns:
None
"""
z = zarr.open(zarr_path)
tiff.imwrite(tif_path, z)
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