a d7@sdZddlmZddlmZmZmZmZddlZddl Z ddl Z ddl m Z mZmZddlmZmZddlmZe jeeefd d d ZGd d d eZdS)aRead/Write TIFF files using tifffile. .. note:: To use this plugin you need to have `tifffile `_ installed:: pip install tifffile This plugin wraps tifffile, a powerful library to manipulate TIFF files. It superseeds our previous tifffile plugin and aims to expose all the features of tifffile. The plugin treats individual TIFF series as ndimages. A series is a sequence of TIFF pages that, when combined describe a meaningful unit, e.g., a volumetric image (where each slice is stored on an individual page) or a multi-color staining picture (where each stain is stored on an individual page). Different TIFF flavors/variants use series in different ways and, as such, the resulting reading behavior may vary depending on the program used while creating a particular TIFF file. Methods ------- .. note:: Check the respective function for a list of supported kwargs and detailed documentation. .. autosummary:: :toctree: TifffilePlugin.read TifffilePlugin.iter TifffilePlugin.write TifffilePlugin.properties TifffilePlugin.metadata Additional methods available inside the :func:`imopen ` context: .. autosummary:: :toctree: TifffilePlugin.iter_pages )BytesIO)AnyDictOptionalcastN) URI_BYTESInitializationErrorRequest)ImagePropertiesPluginV3) ArrayLike)pagereturncCsi}z|jdjj|d<Wnty0|YS0z@|jdj}|jdj}|d|d|d|df|d<Wn.tyYntytdtYn0|S) Ni(Zresolution_unitiir resolutionzPIgnoring resolution metadata because at least one direction has a 0 denominator.)tagsvalueKeyErrorZeroDivisionErrorwarningswarnRuntimeWarning)rmetadataZ resolution_xZ resolution_yrd/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/imageio/plugins/tifffile_v3.py_get_resolution:s&        rcseZdZdZeddfdd Zdddeeejddd Z ejd d d Z d de e e edddZedddeee eeefdddZdddeeedddZdd fdd ZdddZZS)TifffilePluginaSupport for tifffile as backend. Parameters ---------- request : iio.Request A request object that represents the users intent. It provides a standard interface for a plugin to access the various ImageResources. Check the docs for details. kwargs : Any Additional kwargs are forwarded to tifffile's constructor, i.e. to ``TiffFile`` for reading or ``TiffWriter`` for writing. N)requestrc sxt|d|_|jjdkr\ztj|fi||_WqttjjyXt dYqt0ntj |fi||_dS)Nrz Tifffile can not read this file.) super__init___fhmodeZio_modetifffileZTiffFileget_fileZ TiffFileErrorr Z TiffWriter)selfrkwargs __class__rrr!gs  zTifffilePlugin.__init__)indexr)r*rrcKsd|vr||d<n|dur"td|durz'TifffilePlugin.read..) ValueErrorpopEllipsisnpstackiterr"asarray)r&r*rr'ndimagerrrreadws    "zTifffilePlugin.read)rcks$|jjD]}|jfi|VqdS)a!Yield ndimages from the TIFF. Parameters ---------- kwargs : Any Additional kwargs are forwarded to the TiffPageSeries' ``as_array`` method. Yields ------ ndimage : np.ndarray A decoded ndimage. N)r"r,r7)r&r'sequencerrrr6s zTifffilePlugin.iterF)is_batch)r8r;rcKsj|st|dddf}|D]}|jj|fi|q|jjtkrf|jtt |j }| SdS)a_Save a ndimage as TIFF. Parameters ---------- ndimage : ArrayLike The ndimage to encode and write to the ImageResource. is_batch : bool If True, the first dimension of the given ndimage is treated as a batch dimension and each element will create a new series. kwargs : Any Additional kwargs are forwarded to TiffWriter's ``write`` method. Returns ------- encoded_image : bytes If the ImageResource is ``""``, return the encoded bytes. Otherwise write returns None. Notes ----- Incremental writing is supported. Subsequent calls to ``write`` will create new series unless ``contiguous=True`` is used, in which case the call to write will append to the current series. N) r4r7r"write_requestZ _uri_typercloserrr%getvalue)r&r8r;r'imagefilerrrr<s  zTifffilePlugin.writeT)r*rexclude_applied)r*rrBrc CsN|tur$|dur$|jj|j|}nF|turH|durH|jj|jd}n"|turf|durf|jj|}nd}i}|dur|jj|d<tjjD]h}t|jd|}||d|<|rt |j|drt|j|d}t |t r| |dq| |qnT|j }| dd|jD| |j|j|jd|j|j|jdt|d |ji|S) asFormat-Specific TIFF metadata. The metadata returned depends on the value of both ``index`` and ``page``. ``index`` selects a series and ``page`` allows selecting a single page from the selected series. If ``index=Ellipsis``, ``page`` is understood as a flat index, i.e., the selection ignores individual series inside the file. If ``index=Ellipsis`` and ``page=None`` then global (file-level) metadata is returned. Parameters ---------- index : int Select the series of which to extract metadata from. If Ellipsis, treat page as a flat index into the file's pages. page : int If not None, select the page of which to extract metadata from. If None, read series-level metadata or, if ``index=...`` global, file-level metadata. exclude_applied : bool For API compatibility. Currently ignored. Returns ------- metadata : dict A dictionary with information regarding the tiff flavor (file-level) or tiff tags (page-level). Nr byteorderis_ _metadatacSsi|]}|j|jqSr)namer)r-tagrrr $r0z+TifffilePlugin.metadata..)Zplanar_configuration compression predictorZ orientation description1 descriptionsoftwaredatetime)r3r"r,pagesrCr$ZTIFFZ FILE_FLAGSgetattrhasattr isinstancetupleupdateZkeyframerZ planarconfigrIrJrKrLrMrrN) r&r*rrBtargetrflag flag_valueZflavor_metadatarrrrsF     zTifffilePlugin.metadatacCs|pd}|dtfvrdn|}|tur2|jj|}n|jj|j|}|tur|durt|jj}t|g|jR|j|dt| dd}nd|tur|turt|jj}t|g|jR|j|dt| dd}nt|j|jdt| dd}|S)aStandardized metadata. The properties returned depend on the value of both ``index`` and ``page``. ``index`` selects a series and ``page`` allows selecting a single page from the selected series. If ``index=Ellipsis``, ``page`` is understood as a flat index, i.e., the selection ignores individual series inside the file. If ``index=Ellipsis`` and ``page=None`` then global (file-level) properties are returned. If ``index=Ellipsis`` and ``page=...``, file-level properties for the flattened index are returned. Parameters ---------- index : int If ``int``, select the ndimage (series) located at that index inside the file. If ``Ellipsis`` and ``page`` is ``int`` extract the properties of the page located at that (flat) index inside the file. If ``Ellipsis`` and ``page=None``, return the properties for the batch of all ndimages in the file. page : int If ``None`` return the properties of the full ndimage. If ``...`` return the properties of the flattened index. If ``int``, return the properties of the page at the selected index only. Returns ------- image_properties : ImageProperties The standardized metadata (properties) of the selected ndimage or series. rNTr)shapedtypeZn_imagesr;spacingF)rXrYr;rZ) r3r"rOr,lenr rXrYrget)r&r*rZpage_idxZ target_pageZn_seriespropsZn_pagesrrr properties5s<       zTifffilePlugin.propertiescs"|jdur|jtdS)N)r"r>r )r&r(rrr>xs  zTifffilePlugin.close.cks>|tur|jj}n |jj|}|D]}|jfi|Vq"dS)a7Yield pages from a TIFF file. This generator walks over the flat index of the pages inside an ImageResource and yields them in order. Parameters ---------- index : int The index of the series to yield pages from. If Ellipsis, walk over the file's flat index (and ignore individual series). kwargs : Any Additional kwargs are passed to TiffPage's ``as_array`` method. Yields ------ page : np.ndarray A page stored inside the TIFF file. N)r3r"rOr,r7)r&r*r'rOrrrr iter_pagess   zTifffilePlugin.iter_pages).)__name__ __module__ __qualname____doc__r r!intr4Zndarrayr9r6r boolrbytesr<r3rstrrrr r^r>r_ __classcell__rrr(rrXs"6 ) NC r)rciortypingrrrrrnumpyr4r$Z core.requestrr r Zcore.v3_plugin_apir r r ZTiffPagergrrrrrrs-