2VhCBddlZddlZddlZddlZddlZddlZddlZddlZddlm Z ddl m Z ddl m Z ddlmZddlmZddlmZdZd Zd Zd Zd Zdd Ze d ddZd dZd!dZd"dZdZdZdZ d#dZ!dZ"dZ#dZ$dZ%dZ&dZ'dZ(y)$N) urlretrieve) keras_export)config)io_utils)gfile)Progbarcdt|tjrtj|S|S)aConvert `PathLike` objects to their string representation. If given a non-string typed path object, converts it to its string representation. If the object passed to `path` is not among the above, then it is returned unchanged. This allows e.g. passthrough of file objects through this function. Args: path: `PathLike` object that represents a path Returns: A string representation of the path argument, if Python support exists. ) isinstanceosPathLikefspathpaths J/home/dcms/DCMS/lib/python3.12/site-packages/keras/src/utils/file_utils.pypath_to_stringrs% $ $yy Kcztjjtjj|SN)r rrealpathabspathrs r resolve_pathr's$ 77  BGGOOD1 22rcrttjj||j |Sr)rr rjoin startswith)rbase_dirs ris_path_in_dirr+s'  Xt4 5 @ @ JJrcttjj|tjj |j }t |j|S)N)r)rr rrdirnamenamerlinkname)infobasetips ris_link_in_dirr$/s= rww||D"''//$))*DE FC $--# 66rc#"Ktd}|D]{}d}t|j|rd}|n2|js|j rt ||rd}||rWt jd|jdd}yw)N.FTz2Skipping invalid path during archive extraction: 'z'. stacklevel)rrrissymislnkr$warningswarn)membersrfinfo valid_paths rfilter_safe_pathsr14sC H %**h /JK [[]ekkmeX.!   MMJJ>$/IIdO#MM$/  "s #F%AC44B E==FF zkeras.utils.get_filec | td| tj} |||}d}tjj | } tj | tjs tjjdd} tjj| |} tj| d|} t|}|sWtjjtjj|j}|s/td|d tj|vrtd ||s|r| rd |vrXtjj| |}|d|j!d }tjj| |d z}ntjj| |}tjj| |d z}ndtjj| |}tjj| |d z}n tjj| |}| rd}nRtjj#|r1d}|/t%|||s!t'j(d|d|dd}nd}|rzt'j(d|Gdd}d} t+||| tjj#|r"| t%|||std|d|d |s|r,|rd}tC||}|stEjFdd|S|S#tj,j.$r5}t1|j3||j4|j6d}~wtj,j8$r5}t1|j3||j:|j<d}~wwxYw#t0t>f$r6tjj#|rtj@|wxYw)uW Downloads a file from a URL if it not already in the cache. By default the file at the url `origin` is downloaded to the cache_dir `~/.keras`, placed in the cache_subdir `datasets`, and given the filename `fname`. The final location of a file `example.txt` would therefore be `~/.keras/datasets/example.txt`. Files in `.tar`, `.tar.gz`, `.tar.bz`, and `.zip` formats can also be extracted. Passing a hash will verify the file after download. The command line programs `shasum` and `sha256sum` can compute the hash. Example: ```python path_to_downloaded_file = get_file( origin="https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz", extract=True, ) ``` Args: fname: If the target is a single file, this is your desired local name for the file. If `None`, the name of the file at `origin` will be used. If downloading and extracting a directory archive, the provided `fname` will be used as extraction directory name (only if it doesn't have an extension). origin: Original URL of the file. untar: Deprecated in favor of `extract` argument. Boolean, whether the file is a tar archive that should be extracted. md5_hash: Deprecated in favor of `file_hash` argument. md5 hash of the file for file integrity verification. file_hash: The expected hash string of the file after download. The sha256 and md5 hash algorithms are both supported. cache_subdir: Subdirectory under the Keras cache dir where the file is saved. If an absolute path, e.g. `"/path/to/folder"` is specified, the file will be saved at that location. hash_algorithm: Select the hash algorithm to verify the file. options are `"md5'`, `"sha256'`, and `"auto'`. The default 'auto' detects the hash algorithm in use. extract: If `True`, extracts the archive. Only applicable to compressed archive files like tar or zip. archive_format: Archive format to try for extracting the file. Options are `"auto'`, `"tar'`, `"zip'`, and `None`. `"tar"` includes tar, tar.gz, and tar.bz files. The default `"auto"` corresponds to `["tar", "zip"]`. None or an empty list will return no matches found. cache_dir: Location to store cached files, when None it defaults ether `$KERAS_HOME` if the `KERAS_HOME` environment variable is set or `~/.keras/`. force_download: If `True`, the file will always be re-downloaded regardless of the cache state. Returns: Path to the downloaded file. **⚠️ Warning on malicious downloads ⚠️** Downloading something from the Internet carries a risk. NEVER download a file/archive if you do not trust the source. We recommend that you specify the `file_hash` argument (if the hash of the source file is known) to make sure that the file you are getting is the one you expect. NzCPlease specify the "origin" argument (URL of the file to download).md5z/tmpz.kerasT)exist_okz5Can't parse the file name from the origin provided: 'z&'.Please specify the `fname` argument.zPaths are no longer accepted as the `fname` argument. To specify the file's parent directory, use the `cache_dir` argument. Received: fname=r& _extracted_archiveF) algorithmzNA local file was found, but it seems to be incomplete or outdated because the z0 file hash does not match the original value of z! so we will re-download the data.zDownloading data from ceZdZdZdZdZy)get_file..DLProgbarz1Manage progress bar state for use in urlretrieve.c d|_d|_y)NF)progbarfinished)selfs r__init__z$get_file..DLProgbar.__init__ s# % rcX|dk(rd}|jst||_||z}||jj|y||kr|jj|y|js7|jj|jjd|_yy)NT)rWrupdaterXtarget)rY block_num block_size total_sizecurrents r__call__z$get_file..DLProgbar.__call__$s#!%J||#*:#6DL#j0%LL''0+ ++G4!]] ++DLL,?,?@(, +rN)__name__ __module__ __qualname____doc__rZrcrr DLProgbarrUs C & -rriz!URL fetch failure on {}: {} -- {}z+Incomplete or corrupted file detected. The z0 file hash does not match the provided value of r4zCould not extract archive.r'r()$ ValueErrorr keras_homer r expanduseraccessW_OKrmakedirsrbasenameurllibparseurlsplitsepfindrB validate_filer print_msgrerror HTTPError ExceptionformatcodemsgURLErrorerrnoreasonrArDrMr,r-)fnameoriginuntarmd5_hash file_hash cache_subdirhash_algorithmextractrH cache_dirforce_download datadir_basedatadirprovided_fnamedownload_targetextraction_dirdownloadri error_msgestatuss rget_filers`~   %%'  1 77%%i0L 99\277 +ww||FH5 ggll<6GKK$'N 5 !E   !6!6v!>!C!CD877  66U?==BGE  % e|"$'',,w">/ 30!#gu|7K!L!#gu!="$'',,w 8J"KWW\\'59N ggll7EJ4FGO'',,w6  (   n""::H9IJF k!BD  3F8<= - -.8   MFOY[A 77>>/ *y/D n!)*+#A'% "N ^^  MM61 E E<<)) I 0 0 GHH<<(( M 0 0!(( KLL M,- ww~~o. /*  s1MO=80N(( O=0O88O==PAQc|dk(rtjS|dk(r$|"t|dk(rtjStjS)z+Returns hash algorithm as hashlib function.sha256r3@)hashlibrlenrO)rSrs rresolve_hasherr]sJH~~Fy4Y29M~~ ;;=rct|tr t|}n|}t|d5t fddD]}|j | ddd|j S#1swY|j SxYw)aCalculates a file sha256 or md5 hash. Example: >>> hash_file('/path/to/file.zip') 'e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855' Args: fpath: Path to the file being validated. algorithm: Hash algorithm, one of `"auto"`, `"sha256"`, or `"md5"`. The default `"auto"` detects the hash algorithm in use. chunk_size: Bytes to read at a time, important for large files. Returns: The file hash. rbc&jSr)read) chunk_size fpath_filesrzhash_file..s*//*"=rrN)r r6rr8iterr] hexdigest)fpathrSrhasherchunkrs ` @r hash_fileris")S! * eT !j=sC !E MM%  !!     !    s 'A--Bcbt||}tt|||t|k(ryy)aValidates a file against a sha256 or md5 hash. Args: fpath: path to the file being validated file_hash: The expected hash string of the file. The sha256 and md5 hash algorithms are both supported. algorithm: Hash algorithm, one of `"auto"`, `"sha256"`, or `"md5"`. The default `"auto"` detects the hash algorithm in use. chunk_size: Bytes to read at a time, important for large files. Returns: Boolean, whether the file is valid. TF)rr6r)rrrSrrs rrvrvs0Iy 1F 9UFJ /0C NBrcDtjdt|ryy)a Determines if a given filepath indicates a remote location. This function checks if the filepath represents a known remote pattern such as GCS (`/gcs`), CNS (`/cns`), CFS (`/cfs`), HDFS (`/hdfs`), Placer (`/placer`), TFHub (`/tfhub`), or a URL (`.*://`). Args: filepath (str): The path to be checked. Returns: bool: True if the filepath is a recognized remote path, otherwise False z:^(/cns|/cfs|/gcs|/hdfs|/readahead|/placer|/tfhub|.*://).*$TF)rematchr6)filepaths ris_remote_pathrs" xxE H  rctd|)Nz]Handling remote paths requires installing TensorFlow (in order to use gfile). Received path: )rjrs r_raise_if_no_gfilers  337& : rct|r0tjrtj|St |t j j|Sr)rr availablerBrr rrs rrBrBs;d ??<<% % t $ 77>>$ rct|r2tjrtj||St |t ||S)N)mode)rrrGFilerr8)rrs rFilers7d ??;;t$/ / t $ 4  rct|r1tjrtj|g|St |t j j|g|Sr)rrrrrr r)rpathss rrrsEd ??::d+U+ + t $ 77<< %u %%rct|r0tjrtj|St |t j j|Sr)rrrisdirrr rrs rrrs;d ??;;t$ $ t $ 77== rct|r0tjrtj|St |t j|Sr)rrrrDrr rs rrDrDs6d ??<<% % t $ 99T?rct|r0tjrtj|St |t j|Sr)rrrrFrrErs rrFrFs7d ??<<% % t $ == rct|r0tjrtj|St |t j|Sr)rrrlistdirrr rs rrrs7d ??==& & t $ ::d rct|s t|r9tjrtj||dSt d|d|t j||S)NT) overwritezsrc=z dst=)rrrcopyrrE)srcdsts rrrsQcnS1 ??::c3$7 7 cU%u5 6 ;;sC  rct|r0tjrtj|St |t j|Sr)rrrrorr rs rroros7d ??>>$' ' t $ ;;t r)r&r3) NNFNNdatasetsr3Fr3NFr)r)r3r)r))rr rrEr7rqr,r:urllib.requestrkeras.src.api_exportrkeras.src.backendrkeras.src.utilsrkeras.src.utils.module_utilsrkeras.src.utils.progbarrrrrr$r1rMrrrrvrrrBrrrrDrFrrrorhrrrs  &-$$.+*3K7 &9x$%     V&Vr :,2 !&!r