
    bi                    r    d dl mZ d dlZd dlmZ 	 d dlmZ d dl	m
Z
 d dlmZ d Zd	dZy# eef$ r Y w xY w)
    )annotationsN)glob)imread)Array)tokenizec                    | d   S )N)N. )xs    K/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/dask/array/image.pyadd_leading_dimensionr      s    Y<    c                   |xs t         }t        t        |             }|st        d| z        dt	        |t        t        j                  j                  |            z  } ||d         }|r ||      }t        t        |            D cg c]  }||fdt        |j                        z  z   ! }}|r|D cg c]  }t        |||fff }	}n|D cg c]  }t        ||ff }	}t        t        ||	            }
dt        |      z  ft        d |j                  D              z   }t!        |
|||j"                        S c c}w c c}w c c}w )aP  Read a stack of images into a dask array

    Parameters
    ----------

    filename: string
        A globstring like 'myfile.*.png'
    imread: function (optional)
        Optionally provide custom imread function.
        Function should expect a filename and produce a numpy array.
        Defaults to ``skimage.io.imread``.
    preprocess: function (optional)
        Optionally provide custom function to preprocess the image.
        Function should expect a numpy array for a single image.

    Examples
    --------

    >>> from dask.array.image import imread
    >>> im = imread('2015-*-*.png')  # doctest: +SKIP
    >>> im.shape  # doctest: +SKIP
    (365, 1000, 1000, 3)

    Returns
    -------

    Dask array of all images stacked along the first dimension.
    Each separate image file will be treated as an individual chunk.
    zNo files found under name %sz	imread-%sr   )r   )   c              3  "   K   | ]  }|f 	 y w)Nr	   ).0ds     r   	<genexpr>zimread.<locals>.<genexpr>E   s     -Iqqd-Is   )	sk_imreadsortedr   
ValueErrorr   mapospathgetmtimerangelenshaper   dictziptupler   dtype)filenamer   
preprocess	filenamesnamesampleikeysfnvaluesdskchunkss               r   r   r      sI   <  yFtH~&I7(BCC)S1A1A9-MNNDIaL!FF#:?I:OPQT1Is6<<000PDPJS
DF"Z&"$>?
 
 CLLB(62,7LL
s4 
!CS^#%-IFLL-I(IIFdFFLL11 Q
 Ms   $D=7EE)NN)
__future__r   r   r   
skimage.ior   r   AttributeErrorImportErrordask.array.corer   	dask.baser   r   r	   r   r   <module>r3      sA    " 	 	. " 42 	$ 		s   , 66