AVh"dZddlZddlmZddlmZddlmZddlm Z ddl m Z ddlmZdd l mZdd l mZdd l mZdd lmZdd lmZddlmZddlmZm Z m!Z!ddl"m#Z#dde$de$de$de$de%de%de#e!ejLffdZ'edejPe'Z)de$de$de$de$de%de%de#e!ejLffdZ*dde$de$de$de$de%de%de%de#e!ejVffdZ,edejPe,Z-de$de$de$de$de%de%de%de#e!ejVffdZ.dde%de%de#e!ejLffdZ/ed ejPe/Z0de%de%de#e!ejLffd!Z1dde%de%de#e!ejVffd"Z2ed#ejPe2Z3de%de%de#e!ejVffd$Z4dde%de%de#e!ejLffd%Z5ed&ejPe5Z6de%de%de#e!ejLffd'Z7ejpejred(d(d)g*ed)dd+e#e!ejLfde#e!ejLffd,Z:ed-ejPe:Z;e:jxjzZ>d+e#e!ejLfde#e!ejLffd.Z?dd/e#e!ejLfd0e#e!ejLfd1e@d2e@fd3ZAed4ejPeAZBd/e#e!ejLfd0e#e!ejLfd1e@d2e@fd5ZCdd6e#e!ejLfde#e!ejLffd7ZDed8ejPeDZEd6e#e!ejLfde#e!ejLffd9ZFdd:e#e!ejLfde#e!ejffd;ZHed<ejPeHZId:e#e!ejLfde#e!ejffd=ZJdd:e#e!ejVfde#e!ejffd>ZKed?ejPeKZLd:e#e!ejVfde#e!ejffd@ZMdd:e#e!ejLfde#e!ejffdAZNedBejPeNZOd:e#e!ejLfde#e!ejffdCZPdd:e#e!ejVfde#e!ejffdDZQedEejPeQZRd:e#e!ejVfde#e!ejffdFZSejdGdHdIgZUdd:e#e!ejLfdJe#e!ejLffdKZVedLejPeVZWd:e#e!ejLfdJe#e!ejLffdMZXejdNdOdPgZYdd:e#e!ejLfdJe#e!ejLfdQe#e!ejffdRZZedSejPeZZ[d:e#e!ejLfdJe#e!ejLfdQe#e!ejffdTZ\ejdUdOdPgZ]dd:e#e!ejVfdJe#e!ejVfdQe#e!ejffdVZ^edWejPe^Z_d:e#e!ejVfdJe#e!ejVfdQe#e!ejffdXZ`ejdYdHdIgZadd:e#e!ejVfdJe#e!ejVffdZZbed[ejPebZcd:e#e!ejVfdJe#e!ejVffd\Zddd:e#e!ejLffd]Zeed^ejPeeZfd:e#e!ejLffd_Zgdd:e#e!ejVffd`ZhedaejPehZid:e#e!ejVffdbZjdd:e#e!ejLfdce#e!ejLffddZkedeejPekZld:e#e!ejLfdce#e!ejLffdfZmdd:e#e!ejVfdce#e!ejLffdgZnedhejPenZod:e#e!ejVfdce#e!ejLffdiZpdd:e#e!ejLfde#e!ejLffdjZqedkejPeqZrd:e#e!ejLfde#e!ejLffdlZsdd:e#e!ejVfde#e!ejLffdmZtednejPetZud:e#e!ejVfde#e!ejLffdoZvedpZwddqe#e!ejLfdre#e!ejLfdsewdte$de#e!ewff duZxedvejPexZydqe#e!ejLfdre#e!ejLfdsewdte$de#e!ewff dwZzedxZ{ddqe#e!ejLfdre#e!ejLfdye#e!ejLfdse{dte$de#e!e{ff dzZ|ed{ejPe|Z}dqe#e!ejLfdre#e!ejLfdye#e!ejLfdse{dte$de#e!e{ff d|Z~dd}e#e!ejLfd~e#e!ejLfde#e!ejLffdZedejPeZd}e#e!ejLfd~e#e!ejLfde#e!ejLffdZdd6e#e!ejLfd~e#e!ejLffdZedejPeZd6e#e!ejLfd~e#e!ejLffdZdd6e#e!ejLfd~e#e!ejLfde#e!ejLffdZedejPeZd6e#e!ejLfd~e#e!ejLfde#e!ejLffdZdd}e#e!ejLfd~e#e!ejLfde#e!ejLffdZedejPeZd}e#e!ejLfd~e#e!ejLfde#e!ejLffdZdde#e!ejLfde#e!ejfde#e!ejfde#e!ejLffdZedejPeZde#e!ejLfde#e!ejfde#e!ejfde#e!ejLffdZdde#e!ejLfde#e!ejfde#e!ejLffdZedejPeZde#e!ejLfde#e!ejfde#e!ejLffdZdde%de%de%de#e!ejLffdZedejPeZde%de%de%de#e!ejLffdZdde%de%de%de#e!ejVffdZedejPeZde%de%de%de#e!ejVffdZdde$de%de%de#e!ejLffdZedejPeZde$de%de%de#e!ejLffdZdde$de%de%de#e!ejVffdZedejPeZde$de%de%de#e!ejVffdZdde%de%de#e!ejLffdZedejPeZde%de%de#e!ejLffdZdde%de%de#e!ejVffdZedejPeZde%de%de#e!ejVffdZejpejredddg*eddd6e#e!ejLfde#e!ejLffdZedejPeZejxjzZd6e#e!ejLfde#e!ejLffdZy)zUPython wrappers around TensorFlow ops. This file is MACHINE GENERATED! Do not edit. N) pywrap_tfe)context)core)execute)dtypes)annotation_types)op_def_registry)ops)op_def_library)deprecated_endpoints)dispatch) tf_export)TypeVarListAny) Annotated record_bytes header_bytes footer_bytes hop_bytes container shared_namereturnc^tjxstj}|j}|jr t dt j |d}|d}t j |d}|d}t j |d}|d}t j |d}|d}t j|d }|d}t j|d }tjd ||||||| \} } } } | dd} t jrd| jdd| jdd| jdd| jdd | jd d | jd f } | j}t jd || | | \} | S) aA Reader that outputs fixed-length records from a file. Args: record_bytes: An `int`. Number of bytes in the record. header_bytes: An optional `int`. Defaults to `0`. Number of bytes in the header, defaults to 0. footer_bytes: An optional `int`. Defaults to `0`. Number of bytes in the footer, defaults to 0. hop_bytes: An optional `int`. Defaults to `0`. Number of bytes to hop before each read. Default of 0 means using record_bytes. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. ]fixed_length_record_reader op does not support eager execution. Arg 'reader_handle' is a ref.rNrrrrrrFixedLengthRecordReader)rrrrrrname_contextr_thread_local_datais_eager RuntimeError_executemake_intmake_str_op_def_library_apply_op_helpermust_record_gradient _get_attr_intget_attrinputsrecord_gradient)rrrrrrr_ctxtld__op_outputs_result_attrs _inputs_flats P/home/dcms/DCMS/lib/python3.12/site-packages/tensorflow/python/ops/gen_io_ops.pyfixed_length_record_readerr7s.    0h..0$ #\\ v ww""<@,L""<@,L""<@,I ;7)I ;7)K!!+}=+'88! 0<0<-6)/: G!QX QK' ""$c//?c//?c//? ,kll;'ll=) +F ::L !<B (' .zraw_ops.FixedLengthRecordReaderctd)Nrr#)rrrrrrrctxs r6)fixed_length_record_reader_eager_fallbackr<\stuur8encodingctjxstj}|j} | jr( t j |d|d|d|d|d|d|d|d|} | Stj|d}|d }tj|d}|d }tj|d}|d }tj|d}|d }tj|d}|d }tj|d}|d }tj|d}t!j"d|||||||| \} } } }|d d } tj$rd| j'dd| j'dd| j'dd| j'dd| j)dd| j)dd| j)df}| j*}tj,d||| | \} | S#t j$r } tj| |Yd } ~ nd } ~ wt j$rYnwxYw t||||||||| S#t j$rYwxYw)aAA Reader that outputs fixed-length records from a file. Args: record_bytes: An `int`. Number of bytes in the record. header_bytes: An optional `int`. Defaults to `0`. Number of bytes in the header, defaults to 0. footer_bytes: An optional `int`. Defaults to `0`. Number of bytes in the footer, defaults to 0. hop_bytes: An optional `int`. Defaults to `0`. Number of bytes to hop before each read. Default of 0 means using record_bytes. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. encoding: An optional `string`. Defaults to `""`. The type of encoding for the file. Currently ZLIB and GZIP are supported. Defaults to none. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. FixedLengthRecordReaderV2rrrrrrr=N) rrrrrrr=rr;rr)rrrrrrr=r)r rr!r"rTFE_Py_FastPathExecute_core_NotOkStatusException_opsraise_from_not_ok_status_FallbackException,fixed_length_record_reader_v2_eager_fallback_SymbolicExceptionr$r%r&r'r(r)r*r+r,r-)rrrrrrr=rr.r/r3er0r1r2r4r5s r6fixed_length_record_reader_v2rI_s4    0h..0$ #\\  11 )4 nlY Y Z +g n""<@,L""<@,L""<@,I ;7)I ;7)K!!+}=+ H   x 4('88#,2>2>/8I1<.6T C!QX QK' ""$c//?c//?c//? ,kll;'ll=):ll:& (F::L #\67D (' .g  & &- ##At,,  # #    9#,#yI!H4TKK  # #   s0&G88H? H&&H?>H?II.-I.z!raw_ops.FixedLengthRecordReaderV2c $tj|d}|d}tj|d}|d}tj|d}|d}tj|d}|d}tj|d}|d}tj|d}|d}tj|d }g} d|d|d|d|d|d|d |f} tjd d | | || } tjrtj d | | | | \} | S)Nrrrrrrrrr=sFixedLengthRecordReaderV2r,attrsr;rr?r$r%r&rr)r-) rrrrrrr=rr;r5r4r3s r6rFrFs@""<@,L""<@,L""<@,I ;7)I ;7)K!!+}=+ H   x 4(, L.,, Y  ]KX ?&   91$0C"& ('""$ #\67D (' .r8ctjxstj}|j}|jr t d|d}t j |d}|d}t j |d}tjd|||\}}}}|dd}t jrHd|jdd|jdf} |j} t jd| | ||\}|S)aA Reader that outputs the queued work as both the key and value. To use, enqueue strings in a Queue. ReaderRead will take the front work string and output (work, work). Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. Ridentity_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrrIdentityReaderrrr r rr!r"r#r$r&r'r(r)r+r,r- rrrr.r/r0r1r2r3r4r5s r6identity_readerrUs$    0h..0$ #\\ k llI ;7)K!!+}=+'88I;#%!QX QK' ""$3<< 4mll=)+F::L ,9 (' .r8zraw_ops.IdentityReaderctd)NrPr:rrrr;s r6identity_reader_eager_fallbackrX sijjr8c tjxstj}|j}|jr t j |d|d|d|}|S|d}tj|d}|d}tj|d}tj d|||\}}}} | dd}tj"rHd|j%dd|j%df} |j&} tj(d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||||S#t j$rY)wxYw)a|A Reader that outputs the queued work as both the key and value. To use, enqueue strings in a Queue. ReaderRead will take the front work string and output (work, work). Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. IdentityReaderV2rrNrWrrR)r rr!r"rr@rArBrCrDrE!identity_reader_v2_eager_fallbackrGr$r&r'r(r)r+r,r- rrrr.r/r3rHr0r1r2r4r5s r6identity_reader_v2r] s$    0h..0$ #\\ 11  $ Y gnI ;7)K!!+}=+'88i[!%'!QX QK' ""$3<< 4mll=)+F::L L&'; (' .7  & &- ##At,,  # #    .;TtMM  # #   0DE)EEE!E00FFzraw_ops.IdentityReaderV2c|d}tj|d}|d}tj|d}g}d|d|f}tjdd||||}tjrtjd||||\}|S)NrrrsIdentityReaderV2rKrLrZr$r&rr)r-rrrr;r5r4r3s r6r[r[GsI ;7)K!!+}=+, M; ?&   0!L#)s ?' ""$ L&'; (' .r8ctjxstj}|j}|jr t d|d}t j |d}|d}t j |d}tjd|||\}}}}|dd}t jrHd|jdd|jdf} |j} t jd| | ||\}|S)aA Reader that outputs the records from a LMDB file. Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. Nlmdb_reader op does not support eager execution. Arg 'reader_handle' is a ref.Nrrr LMDBReaderrRrSrTs r6 lmdb_readerreYs    0h..0$ #\\ g hhI ;7)K!!+}=+'88 {O!QX QK' ""$3<< 4mll=)+F::L lFG5 (' .r8zraw_ops.LMDBReaderctd)Nrcr:rWs r6lmdb_reader_eager_fallbackrgseffr8zio.matching_filesmatching_files)v1patternc tjxstj}|j}|jr t j |d||}|St||fd}|tur|S t/j0d||\}}}}|dd}t3j4r&d} |j6} t3j8d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||fd}|tur|St|||S#t j$rYtt f$rHt#j$t&dt)||}|t"j*j,ur|cYSwxYw#tt f$rHt#j$t&dt)||}|t"j*j,ur|cYSwxYw)aReturns the set of files matching one or more glob patterns. Note that this routine only supports wildcard characters in the basename portion of the pattern, not in the directory portion. Note also that the order of filenames returned is deterministic. Args: pattern: A `Tensor` of type `string`. Shell wildcard pattern(s). Scalar or vector of type string. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. MatchingFilesNrr;)rjr)r rr!r"rr@rArBrCrDrE_dispatcher_for_matching_filesNotImplementedmatching_files_eager_fallbackrG TypeError ValueError _dispatchr rhdict OpDispatcher NOT_SUPPORTEDr'r(r$r)r,r-) rjrr.r/r3rHr0r1r2r4r5s r6rhrhs &    0h..0$ #\\ 11 otW.g n,- $$ Gn$ n  )::t5Aq#x QK' ""$ F::L vw8 (' .W  & &- ##At,,  # #    . D D"g  & * $((  # #  z " "" BW4 @ g  ..<< <  Z    "d7> Gi,,::: n  sPC3F4D(DDD E8 EF1AF1/F14AH  H zraw_ops.MatchingFilesctj|tj}|g}d}t j dd||||}t j rt jd||||\}|S)Ns MatchingFilesrKrLrlrCconvert_to_tensor_dtypesstringr$rr)r-)rjrr;r5r4r3s r6rqrqsq  " "7GNN ;', &   -q#)s ?' ""$ vw8 (' .r8checkpoint_prefixesdestination_prefixdelete_old_dirsallow_missing_filesc Ttjxstj}|j}|jr t j |d|||d|d| }|S|d}tj|d}|d}tj|d}tj d|||||\} } } } | S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||||||S#t j$rYwxYw) aV2 format specific: merges the metadata files of sharded checkpoints. The result is one logical checkpoint, with one physical metadata file and renamed data files. Intended for "grouping" multiple checkpoints in a sharded checkpoint setup. If delete_old_dirs is true, attempts to delete recursively the dirname of each path in the input checkpoint_prefixes. This is useful when those paths are non user-facing temporary locations. If allow_missing_files is true, merges the checkpoint prefixes as long as at least one file exists. Otherwise, if no files exist, an error will be thrown. The default value for allow_missing_files is false. Args: checkpoint_prefixes: A `Tensor` of type `string`. prefixes of V2 checkpoints to merge. destination_prefix: A `Tensor` of type `string`. scalar. The desired final prefix. Allowed to be the same as one of the checkpoint_prefixes. delete_old_dirs: An optional `bool`. Defaults to `True`. see above. allow_missing_files: An optional `bool`. Defaults to `False`. see above. name: A name for the operation (optional). Returns: The created Operation. MergeV2CheckpointsrrN)rrrr;TF)r}r~rrr)r rr!r"rr@rArBrCrDrE#merge_v2_checkpoints_eager_fallbackrGr$ make_boolr'r() r}r~rrrr.r/r3rHr0r1r2s r6merge_v2_checkpointsrsQ:    0h..0$ #\\  11 "D*=-24gnO&&8IJ/  **+>@UV'882E1C.=2E#' )!QX *1  & &- ##At,,  # #    0 1)1$HH  # #   s0B55C<C##C<;C<DD'&D'zraw_ops.MergeV2CheckpointscL|d}tj|d}|d}tj|d}tj|tj }tj|tj }||g}d|d|f}tj dd||||}d}|S)NTrFrsMergeV2CheckpointsrrL)r$rrCrzr{r|r) r}r~rrrr;r5r4r3s r6rrsO&&8IJ/  **+>@UV../BGNNS--.@'..Q%'9:, 0E &   2Al#)s ?' ' .r8filenamec\tjxstj}|j}|jr t j |d||}|Stjd||\}}}}|dd}tj r&d} |j"} tj$d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||S#t j$rYwxYw)zReads and outputs the entire contents of the input filename. Args: filename: A `Tensor` of type `string`. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. ReadFileNrm)rrrn)r rr!r"rr@rArBrCrDrEread_file_eager_fallbackrGr'r(r$r)r,r-) rrr.r/r3rHr0r1r2r4r5s r6 read_filer1s'    0h..0$ #\\ 11 j$*g n(88XD2!QX QK' ""$ F::L L&'3 (' .'  & &- ##At,,  # #    % 4))  # #   0B<<DC**DD DD+*D+zraw_ops.ReadFilectj|tj}|g}d}t j dd||||}t j rt jd||||\}|S)NsReadFilerKrLrry)rrr;r5r4r3s r6rrZsp  # #Hgnn =(, &   [!L#)s ?' ""$ L&'3 (' .r8 reader_handlecXtjxstj}|j}|jr t dt j d||\}}}}|dd}tjr&d}|j} tjd| |||\}|S)a<Returns the number of records this Reader has produced. This is the same as the number of ReaderRead executions that have succeeded. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. ^reader_num_records_produced op does not support eager execution. Arg 'reader_handle' is a ref.ReaderNumRecordsProducedrrNrn r rr!r"r#r'r(r$r)r,r- rrr.r/r0r1r2r3r4r5s r6reader_num_records_producedrgs    0h..0$ #\\ w xx'88"-dL!QX QK' ""$ F::L "L&'C (' .r8z raw_ops.ReaderNumRecordsProducedctd)Nrr:rrr;s r6*reader_num_records_produced_eager_fallbackrsuvvr8c\tjxstj}|j}|jr t j |d||}|Stjd||\}}}}|dd}tj r&d} |j"} tj$d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||S#t j$rYwxYw)a6Returns the number of records this Reader has produced. This is the same as the number of ReaderRead executions that have succeeded. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. ReaderNumRecordsProducedV2Nrmrrn)r rr!r"rr@rArBrCrDrE-reader_num_records_produced_v2_eager_fallbackrGr'r(r$r)r,r- rrr.r/r3rHr0r1r2r4r5s r6reader_num_records_produced_v2rs+    0h..0$ #\\ 11 *D-Ag n(88$MN!QX QK' ""$ F::L $lFGE (' .'  & &- ##At,,  # #    : d..  # #   rz"raw_ops.ReaderNumRecordsProducedV2ctj|tj}|g}d}t j dd||||}t j rt jd||||\}|S)NsReaderNumRecordsProducedV2rKrLrrCrzr{resourcer$rr)r-rrr;r5r4r3s r6rrsw((8H8HI-, &   :A$0C"& ('""$ $lFGE (' .r8cXtjxstj}|j}|jr t dt j d||\}}}}|dd}tjr&d}|j} tjd| |||\}|S)zReturns the number of work units this Reader has finished processing. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. breader_num_work_units_completed op does not support eager execution. Arg 'reader_handle' is a ref.ReaderNumWorkUnitsCompletedrNrnrrs r6reader_num_work_units_completedrs    0h..0$ #\\ { ||'88%]O!QX QK' ""$ F::L %|VWF (' .r8z#raw_ops.ReaderNumWorkUnitsCompletedctd)Nrr:rs r6.reader_num_work_units_completed_eager_fallbackrsyzzr8c\tjxstj}|j}|jr t j |d||}|Stjd||\}}}}|dd}tj r&d} |j"} tj$d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||S#t j$rYwxYw)zReturns the number of work units this Reader has finished processing. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. ReaderNumWorkUnitsCompletedV2Nrmrrn)r rr!r"rr@rArBrCrDrE1reader_num_work_units_completed_v2_eager_fallbackrGr'r(r$r)r,r-rs r6"reader_num_work_units_completed_v2rs-    0h..0$ #\\ 11 -t]Dg n(88'}.24!QX QK' ""$ F::L 'vwH (' .)  & &- ##At,,  # #    > d..  # #   rz%raw_ops.ReaderNumWorkUnitsCompletedV2ctj|tj}|g}d}t j dd||||}t j rt jd||||\}|S)NsReaderNumWorkUnitsCompletedV2rKrLrrrs r6rrsw((8H8HI-, &   =q$0C"& ('""$ 'vwH (' .r8 ReaderReadkeyvalue queue_handlec|tjxstj}|j}|jr t dt j d|||\}}}}|dd}tjr&d} |j} tjd| | |tj|}|S)aYReturns the next record (key, value pair) produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. queue_handle: A `Tensor` of type mutable `string`. Handle to a Queue, with string work items. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (key, value). key: A `Tensor` of type `string`. value: A `Tensor` of type `string`. Mreader_read op does not support eager execution. Arg 'queue_handle' is a ref.rrrrNrn) r rr!r"r#r'r(r$r)r,r-_ReaderReadOutput_make) rrrr.r/r0r1r2r3r4r5s r6 reader_readr s&    0h..0$ #\\ f gg'88M !!QX QK' ""$ F::L lFG5  # #G ,' .r8zraw_ops.ReaderReadctd)Nrr:)rrrr;s r6reader_read_eager_fallbackrGsdeer8ReaderReadUpTokeysvalues num_recordsc~tjxstj}|j}|jr t dt j d||||\}}}}|dd} tjr&d} |j} tjd| | | tj| } | S)aReturns up to `num_records` (key, value) pairs produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). It may return less than `num_records` even before the last batch. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a `Reader`. queue_handle: A `Tensor` of type mutable `string`. Handle to a `Queue`, with string work items. num_records: A `Tensor` of type `int64`. number of records to read from `Reader`. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (keys, values). keys: A `Tensor` of type `string`. values: A `Tensor` of type `string`. Sreader_read_up_to op does not support eager execution. Arg 'queue_handle' is a ref.rrrrrNrn) r rr!r"r#r'r(r$r)r,r-_ReaderReadUpToOutputr) rrrrr.r/r0r1r2r3r4r5s r6reader_read_up_torNs,    0h..0$ #\\ l mm'88 '3#%!QX QK' ""$ F::L ,9 ! ' ' 0' .r8zraw_ops.ReaderReadUpToctd)Nrr:)rrrrr;s r6 reader_read_up_to_eager_fallbackryjkkr8ReaderReadUpToV2ctjxstj}|j}|jr2 t j |d||||}t j|}|Stj d||||\}}} } | dd}t#j$r&d} | j&} t#j(d| | |t j|}|S#tj$r }tj||Yd}~nd}~wtj$rYnwxYw t|||||S#tj$rYwxYw)aReturns up to `num_records` (key, value) pairs produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). It may return less than `num_records` even before the last batch. Args: reader_handle: A `Tensor` of type `resource`. Handle to a `Reader`. queue_handle: A `Tensor` of type `resource`. Handle to a `Queue`, with string work items. num_records: A `Tensor` of type `int64`. number of records to read from `Reader`. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (keys, values). keys: A `Tensor` of type `string`. values: A `Tensor` of type `string`. rNrmrrn)r rr!r"rr@_ReaderReadUpToV2OutputrrArBrCrDrE#reader_read_up_to_v2_eager_fallbackrGr'r(r$r)r,r-) rrrrr.r/r3rHr0r1r2r4r5s r6reader_read_up_to_v2rsW,    0h..0$ #\\  11  $ |g(--g6g n(88-)5(3$@!QX QK' ""$ F::L L&'; # ) )' 2' .+  & &- ##At,,  # #    0 {4II  # #   s00C&&D-9DD-,D-1EEEzraw_ops.ReaderReadUpToV2ctj|tj}tj|tj}tj|tj}|||g}d}t j dd||||}t jrt jd|||tj|}|S)NsReaderReadUpToV2rLr) rCrzr{rint64r$rr)r-rr)rrrrr;r5r4r3s r6rrs((8H8HI-'' g6F6FG,&&{GMMB+{;, &   0!L#)s ?' ""$ L&'; # ) )' 2' .r8 ReaderReadV2ctjxstj}|j}|jr1 t j |d|||}t j|}|Stj d|||\}}}} | dd}t#j$r&d} |j&} t#j(d| | |t j|}|S#tj$r }tj||Yd}~nd}~wtj$rYnwxYw t||||S#tj$rYwxYw)aMReturns the next record (key, value pair) produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. queue_handle: A `Tensor` of type `resource`. Handle to a Queue, with string work items. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (key, value). key: A `Tensor` of type `string`. value: A `Tensor` of type `string`. rNrmrrn)r rr!r"rr@_ReaderReadV2OutputrrArBrCrDrEreader_read_v2_eager_fallbackrGr'r(r$r)r,r-) rrrr.r/r3rHr0r1r2r4r5s r6reader_read_v2rsJ&    0h..0$ #\\ 11 ndM<Ag#))'2g n(88m%1>!QX QK' ""$ F::L  fg7  % %g .' .)  & &- ##At,,  # #    * Dd<<  # #   s0/C$$D+7DD+*D+/D>>EEzraw_ops.ReaderReadV2cZtj|tj}tj|tj}||g}d}t j dd||||}t j rt jd|||tj|}|S)Ns ReaderReadV2rrLr) rCrzr{rr$rr)r-rr)rrrr;r5r4r3s r6rrs((8H8HI-'' g6F6FG,., &   _a #)s ?' ""$  fg7  % %g .' .r8ctjxstj}|j}|jr t dt j d||\}}}}|S)zRestore a Reader to its initial clean state. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: The created Operation. Oreader_reset op does not support eager execution. Arg 'reader_handle' is a ref. ReaderResetrr rr!r"r#r'r()rrr.r/r0r1r2s r6 reader_resetrs`    0h..0$ #\\ h ii'88]?!QX *r8zraw_ops.ReaderResetctd)Nrr:rs r6reader_reset_eager_fallbackr#sfggr8ctjxstj}|j}|jr t j |d||}|Stjd||\}}}}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||S#t j$rYwxYw)zRestore a Reader to its initial clean state. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: The created Operation. ReaderResetV2Nrmr)r rr!r"rr@rArBrCrDrEreader_reset_v2_eager_fallbackrGr'r() rrr.r/r3rHr0r1r2s r6reader_reset_v2r&s    0h..0$ #\\ 11 ot]4g n(88}4A!QX *  & &- ##At,,  # #    + d..  # #   s0A99C B''C?C CC('C(zraw_ops.ReaderResetV2ctj|tj}|g}d}t j dd||||}d}|S)Ns ReaderResetV2rrL)rCrzr{rr$rrs r6rrGsN((8H8HI-, &   -q#)s ?' ' .r8statectjxstj}|j}|jr t dt j d|||\}}}}|S)aRestore a reader to a previously saved state. Not all Readers support being restored, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. state: A `Tensor` of type `string`. Result of a ReaderSerializeState of a Reader with type matching reader_handle. name: A name for the operation (optional). Returns: The created Operation. Wreader_restore_state op does not support eager execution. Arg 'reader_handle' is a ref.ReaderRestoreStaterrrr)rrrr.r/r0r1r2s r6reader_restore_staterQse    0h..0$ #\\ p qq'88M#')!QX *r8zraw_ops.ReaderRestoreStatectd)Nrr:)rrrr;s r6#reader_restore_state_eager_fallbackrmsnoor8ctjxstj}|j}|jr t j |d|||}|Stjd|||\}}}} |S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||||S#t j$rYwxYw)aRestore a reader to a previously saved state. Not all Readers support being restored, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. state: A `Tensor` of type `string`. Result of a ReaderSerializeState of a Reader with type matching reader_handle. name: A name for the operation (optional). Returns: The created Operation. ReaderRestoreStateV2Nrmr)r rr!r"rr@rArBrCrDrE&reader_restore_state_v2_eager_fallbackrGr'r() rrrr.r/r3rHr0r1r2s r6reader_restore_state_v2rps    0h..0$ #\\ 11 $dM5Bg n(88m5%)+!QX *  & &- ##At,,  # #    3 Tt55  # #   s0A;;CB))CCCC+*C+zraw_ops.ReaderRestoreStateV2ctj|tj}tj|tj}||g}d}t j dd||||}d}|S)NsReaderRestoreStateV2rrL)rCrzr{rr|r$r)rrrr;r5r4r3s r6rrsg((8H8HI-   7%', &   4a #)s ?' ' .r8cXtjxstj}|j}|jr t dt j d||\}}}}|dd}tjr&d}|j} tjd| |||\}|S)aJProduce a string tensor that encodes the state of a Reader. Not all Readers support being serialized, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. Yreader_serialize_state op does not support eager execution. Arg 'reader_handle' is a ref.ReaderSerializeStaterNrnrrs r6reader_serialize_staters    0h..0$ #\\ r ss'88m$H!QX QK' ""$ F::L  fg? (' .r8zraw_ops.ReaderSerializeStatectd)Nrr:rs r6%reader_serialize_state_eager_fallbackrspqqr8c\tjxstj}|j}|jr t j |d||}|Stjd||\}}}}|dd}tj r&d} |j"} tj$d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||S#t j$rYwxYw)aDProduce a string tensor that encodes the state of a Reader. Not all Readers support being serialized, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. ReaderSerializeStateV2Nrmrrn)r rr!r"rr@rArBrCrDrE(reader_serialize_state_v2_eager_fallbackrGr'r(r$r)r,r-rs r6reader_serialize_state_v2rs*    0h..0$ #\\ 11 &m=g n(88 DJ!QX QK' ""$ F::L  ,A (' .'  & &- ##At,,  # #    5 d..  # #   rzraw_ops.ReaderSerializeStateV2ctj|tj}|g}d}t j dd||||}t j rt jd||||\}|S)NsReaderSerializeStateV2rKrLrrrs r6rrsw((8H8HI-, &   6$0C"& ('""$  ,A (' .r8) TV_Restore_dt_atypes.BFloat16 _atypes.Bool_atypes.Complex128_atypes.Complex64_atypes.Float16_atypes.Float32_atypes.Float64_atypes.Float8e4m3b11fnuz_atypes.Float8e4m3fn_atypes.Float8e4m3fnuz_atypes.Float8e5m2_atypes.Float8e5m2fnuz _atypes.Half _atypes.Int16 _atypes.Int32 _atypes.Int4 _atypes.Int64 _atypes.Int8_atypes.QInt16_atypes.QInt32 _atypes.QInt8_atypes.QUInt16_atypes.QUInt8_atypes.Resource_atypes.String_atypes.UInt16_atypes.UInt32 _atypes.UInt4_atypes.UInt64 _atypes.UInt8_atypes.Variant file_pattern tensor_namedtpreferred_shardc tjxstj}|j}|jr t j |d|||d|d| }|Stj|d}|d}tj|d}t!j"d|||||\} } } } | dd}tj$rHd| j'dd| j)df} | j*} tj,d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||||||S#t j$rY)wxYw)aRestores a tensor from checkpoint files. Reads a tensor stored in one or several files. If there are several files (for instance because a tensor was saved as slices), `file_pattern` may contain wildcard symbols (`*` and `?`) in the filename portion only, not in the directory portion. If a `file_pattern` matches several files, `preferred_shard` can be used to hint in which file the requested tensor is likely to be found. This op will first open the file at index `preferred_shard` in the list of matching files and try to restore tensors from that file. Only if some tensors or tensor slices are not found in that first file, then the Op opens all the files. Setting `preferred_shard` to match the value passed as the `shard` input of a matching `Save` Op may speed up Restore. This attribute only affects performance, not correctness. The default value -1 means files are processed in order. See also `RestoreSlice`. Args: file_pattern: A `Tensor` of type `string`. Must have a single element. The pattern of the files from which we read the tensor. tensor_name: A `Tensor` of type `string`. Must have a single element. The name of the tensor to be restored. dt: A `tf.DType`. The type of the tensor to be restored. preferred_shard: An optional `int`. Defaults to `-1`. Index of file to open first if multiple files match `file_pattern`. name: A name for the operation (optional). Returns: A `Tensor` of type `dt`. RestorerrNrrrr;)rrrrr)r rr!r"rr@rArBrCrDrErestore_eager_fallbackrGr$ make_typer%r'r(r)_get_attr_typer*r,r-)rrrrrr.r/r3rHr0r1r2r4r5s r6restorer"sH    0h..0$ #\\ 11 i|[$?,gn"d#"O%%o7HI/'88 +"#2?!QX QK' ""$C&&t,.? 124F::L <2 (' .5  & &- ##At,,  # #    #  O  # #   s0DE)EEE!E22F F zraw_ops.Restorectj|d}|d}tj|d}tj|t j }tj|t j }||g}d|d|f}tjdd||||}tjrtjd||||\}|S)NrrrsRestorerKrLr r$r r%rCrzr{r|rr)r-) rrrrrr;r5r4r3s r6rrMs"d#"O%%o7HI/'' gnnE,&&{GNNC+ ,, "' 9&   Z= 1`. shape {N}. The list of expected dtype for the tensors. Must match those stored in the checkpoint. name: A name for the operation (optional). Returns: A list of `Tensor` objects of type `dtypes`. RestoreV2rN)rrr;?Expected list for 'dtypes' argument to 'restore_v2' Op, not %r.)r,r-r.rr)r rr!r"rr@rArBrCrDrErestore_v2_eager_fallbackrG isinstancelisttuplerrr$r r'r(r)r+r,r-)r,r-r.rrr.r/r3rH_tr0r1r2r4r5s r6 restore_v2r7sB    0h..0$ #\\ 11 k47G&gn FT5M *  #%+ , --8> >H  r8 , >& >'88F&6v !QX QK'  J ""$ X. /F::L \674 .9  & &- ##At,,  # #    & , 0d  # #    ?s6DFE".E  E"!E"&E77F Fzraw_ops.RestoreV2c(t|ttfstd|z|Dcgc]}t j |d}}t j|tj}t j|tj}t j|tj}|||g}d|f}t jdt|||||} t jrt jd||| | Scc}w)Nr1rs RestoreV2rLr0)r3r4r5rrr$r rCrzr{r|rlenr)r-) r,r-r.rrr;r6r5r4r3s r6r2r2s FT5M *  #%+ , --8> >H  r8 , >& >  ! !&'.. 9&'' gnnE,++,s(    0h..0$ #\\ 11 fdHlD:g n(88 4!QX *  & &- ##At,,  # #    L$Tt==  # #   s0A==CB++CCCC.-C.z raw_ops.Savec*tj||\}}tj|tj }tj|tj }||gt |z}d|f}tjdd||||}d}|S)NTsSaverrLr$convert_to_mixed_eager_tensorsrCrzr{r|r4r) rr-r<rr;_attr_Tr5r4r3s r6r=r=Bs99$D-'4  # #Hgnn =('' gnnE,L)DJ6, >&   Wa F!$4 1' ' .r8shapes_and_slicesc tjxstj}|j}|jr t j |d|||||}|Stjd|||||\} } } } | S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||||||S#t j$rYwxYw)aSaves input tensors slices to disk. This is like `Save` except that tensors can be listed in the saved file as being a slice of a larger tensor. `shapes_and_slices` specifies the shape of the larger tensor and the slice that this tensor covers. `shapes_and_slices` must have as many elements as `tensor_names`. Elements of the `shapes_and_slices` input must either be: * The empty string, in which case the corresponding tensor is saved normally. * A string of the form `dim0 dim1 ... dimN-1 slice-spec` where the `dimI` are the dimensions of the larger tensor and `slice-spec` specifies what part is covered by the tensor to save. `slice-spec` itself is a `:`-separated list: `slice0:slice1:...:sliceN-1` where each `sliceI` is either: * The string `-` meaning that the slice covers all indices of this dimension * `start,length` where `start` and `length` are integers. In that case the slice covers `length` indices starting at `start`. See also `Save`. Args: filename: A `Tensor` of type `string`. Must have a single element. The name of the file to which we write the tensor. tensor_names: A `Tensor` of type `string`. Shape `[N]`. The names of the tensors to be saved. shapes_and_slices: A `Tensor` of type `string`. Shape `[N]`. The shapes and slice specifications to use when saving the tensors. data: A list of `Tensor` objects. `N` tensors to save. name: A name for the operation (optional). Returns: The created Operation. SaveSlicesNrm)rr-rDr<r)r rr!r"rr@rArBrCrDrEsave_slices_eager_fallbackrGr'r() rr-rDr<rr.r/r3rHr0r1r2s r6 save_slicesrHNsP    0h..0$ #\\ 11 lD(L:K gn(88xl(9!!QX *  & &- ##At,,  # #    ' L"3T  # #   0A??CB--CC CC10C1zraw_ops.SaveSlicescttj||\}}tj|tj }tj|tj }tj|tj }|||gt |z}d|f}tjdd||||} d} | S)Nr@s SaveSlicesrrLrA) rr-rDr<rr;rCr5r4r3s r6rGrGs99$D-'4  # #Hgnn =('' gnnE,,,->OL*;&   ]Al#)s ?' ' .r8c tjxstj}|j}|jr t j |d|||||}|Stjd|||||\} } } } | S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||||||S#t j$rYwxYw)a4Saves tensors in V2 checkpoint format. By default, saves the named tensors in full. If the caller wishes to save specific slices of full tensors, "shape_and_slices" should be non-empty strings and correspondingly well-formed. Args: prefix: A `Tensor` of type `string`. Must have a single element. The prefix of the V2 checkpoint to which we write the tensors. tensor_names: A `Tensor` of type `string`. shape {N}. The names of the tensors to be saved. shape_and_slices: A `Tensor` of type `string`. shape {N}. The slice specs of the tensors to be saved. Empty strings indicate that they are non-partitioned tensors. tensors: A list of `Tensor` objects. `N` tensors to save. name: A name for the operation (optional). Returns: The created Operation. SaveV2Nrm)r,r-r.tensorsr)r rr!r"rr@rArBrCrDrEsave_v2_eager_fallbackrGr'r() r,r-r.rMrr.r/r3rHr0r1r2s r6save_v2rOs,    0h..0$ #\\ 11 hfl4DgOg n(88l#3W!QX *  & &- ##At,,  # #    # , 0'  # #   rIzraw_ops.SaveV2cttj||\}}tj|tj }tj|tj }tj|tj }|||gt |z}d|f}tjdd||||} d} | S)NrsSaveV2rrLrA) r,r-r.rMrr; _attr_dtypesr5r4r3s r6rNrNs"AA'3O,  ! !&'.. 9&'' gnnE,++,>DC,,DD DD.-D.zraw_ops.ShardedFilespecc8tj|tj}tj|tj}||g}d}t j dd||||}t jrt jd||||\}|S)NsShardedFilespecrKrLr]rZ)rRrTrr;r5r4r3s r6r^r^Cs  # #Hgnn =(%%j'--@*J', &   /<#)s ?' ""$ <: (' .r8compression_typec^tjxstj}|j}|jr t d|d}t j |d}|d}t j |d}|d}t j |d}tjd||||\}}}}|dd} t jrYd|jdd|jdd|jdf} |j} t jd| | | | \} | S) aSA Reader that outputs the records from a TensorFlow Records file. Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. compression_type: An optional `string`. Defaults to `""`. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. Stf_record_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrrraTFRecordReaderrrrarrS) rrrarr.r/r0r1r2r3r4r5s r6tf_record_readerrfQs4    0h..0$ #\\ l mmI ;7)K!!+}=+&&'79KL'88I;+;$H!QX QK' ""$3<< 4mll=)+=ll-.0F::L ,9 (' .r8zraw_ops.TFRecordReaderctd)Nrcr:rrrarr;s r6tf_record_reader_eager_fallbackrirr8c rtjxstj}|j}|jr t j |d|d|d|d| }|S|d}tj|d}|d}tj|d}|d}tj|d}tj d||||\}}} } | dd}tj"rYd| j%dd| j%dd| j%df} | j&} tj(d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||||S#t j$rYVwxYw) aMA Reader that outputs the records from a TensorFlow Records file. Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. compression_type: An optional `string`. Defaults to `""`. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. TFRecordReaderV2rrraNrhrre)r rr!r"rr@rArBrCrDrE"tf_record_reader_v2_eager_fallbackrGr$r&r'r(r)r+r,r-) rrrarr.r/r3rHr0r1r2r4r5s r6tf_record_reader_v2rms    0h..0$ #\\ 11  $ Y ')9;gnI ;7)K!!+}=+&&'79KL'88i[-=DJ!QX QK' ""$3<< 4mll=)+=ll-.0F::L L&'; (' .A  & &- ##At,,  # #    /;+$DBB  # #   0EF E22F  F FF65F6zraw_ops.TFRecordReaderV2cL|d}tj|d}|d}tj|d}|d}tj|d}g}d|d|d|f}tjdd||||}tjrtjd||||\}|S) NrrrrasTFRecordReaderV2rKrLrkr`)rrrarr;r5r4r3s r6rlrlsI ;7)K!!+}=+&&'79KL, M;& (&   0!L#)s ?' ""$ L&'; (' .r8skip_header_linesc^tjxstj}|j}|jr t d|d}t j |d}|d}t j|d}|d}t j|d}tjd|||| \}}}}|dd} t jrYd|jdd|jdd|jdf} |j} t jd| | | | \} | S) aA Reader that outputs the lines of a file delimited by '\n'. Args: skip_header_lines: An optional `int`. Defaults to `0`. Number of lines to skip from the beginning of every file. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. Stext_line_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrprrrTextLineReaderrprrrr) rprrrr.r/r0r1r2r3r4r5s r6text_line_readerrus6"    0h..0$ #\\ l mm''(9;NOI ;7)K!!+}=+'88,=$-;#%!QX QK' ""$!3#4#45H#I3<< 4mll=)+F::L ,9 (' .r8zraw_ops.TextLineReaderctd)Nrrr:rprrrr;s r6text_line_reader_eager_fallbackrxrr8c rtjxstj}|j}|jr t j |d|d|d|d| }|S|d}tj|d}|d}tj|d}|d}tj|d}t!j"d|||| \}}} } | dd}tj$rYd| j'dd| j)dd| j)df} | j*} tj,d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||||S#t j$rYVwxYw) aA Reader that outputs the lines of a file delimited by '\n'. Args: skip_header_lines: An optional `int`. Defaults to `0`. Number of lines to skip from the beginning of every file. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. TextLineReaderV2rprrNrwrrrt)r rr!r"rr@rArBrCrDrE"text_line_reader_v2_eager_fallbackrGr$r%r&r'r(r)r*r+r,r-) rprrrr.r/r3rHr0r1r2r4r5s r6text_line_reader_v2r| s"    0h..0$ #\\ 11  $(;; =+Ogn''(9;NOI ;7)K!!+}=+'88.?&/[!%'!QX QK' ""$!3#4#45H#I3<< 4mll=)+F::L L&'; (' .C  & &- ##At,,  # #    /-!$88  # #   rnzraw_ops.TextLineReaderV2cL|d}tj|d}|d}tj|d}|d}tj|d}g}d|d|d|f}tjdd||||}tjrtj d ||||\}|S) NrrprrrsTextLineReaderV2rKrLrzrN)rprrrr;r5r4r3s r6r{r{Is''(9;NOI ;7)K!!+}=+, !2K &   0!L#)s ?' ""$ L&'; (' .r8ctjxstj}|j}|jr t d|d}t j |d}|d}t j |d}tjd|||\}}}}|dd}t jrHd|jdd|jdf} |j} t jd| | ||\}|S)aA Reader that outputs the entire contents of a file as a value. To use, enqueue filenames in a Queue. The output of ReaderRead will be a filename (key) and the contents of that file (value). Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. Twhole_file_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrrWholeFileReaderrRrSrTs r6whole_file_readerr_s$    0h..0$ #\\ m nnI ;7)K!!+}=+'88YK $&!QX QK' ""$3<< 4mll=)+F::L <: (' .r8zraw_ops.WholeFileReaderctd)Nrr:rWs r6 whole_file_reader_eager_fallbackrskllr8c tjxstj}|j}|jr t j |d|d|d|}|S|d}tj|d}|d}tj|d}tj d|||\}}}} | dd}tj"rHd|j%dd|j%df} |j&} tj(d| | ||\}|S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t||||S#t j$rY)wxYw)aA Reader that outputs the entire contents of a file as a value. To use, enqueue filenames in a Queue. The output of ReaderRead will be a filename (key) and the contents of that file (value). Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. WholeFileReaderV2rrNrWrrR)r rr!r"rr@rArBrCrDrE#whole_file_reader_v2_eager_fallbackrGr$r&r'r(r)r+r,r-r\s r6whole_file_reader_v2rs$    0h..0$ #\\ 11 !4i{$gnI ;7)K!!+}=+'88yk"&(!QX QK' ""$3<< 4mll=)+F::L \67< (' .7  & &- ##At,,  # #    0;TtMM  # #   r^zraw_ops.WholeFileReaderV2c|d}tj|d}|d}tj|d}g}d|d|f}tjdd||||}tjrtjd||||\}|S)NrrrsWholeFileReaderV2rKrLrr`ras r6rrsI ;7)K!!+}=+, M; ?&   11\#)s ?' ""$ \67< (' .r8z io.write_file write_filecontentsc tjxstj}|j}|jr t j |d|||}|St|||fd}|tur|S t/j0d|||\}}}} |S#t j$r }tj||Yd}~nd}~wt j$rYnwxYw t|||fd}|tur|St||||S#t j$rYtt f$rIt#j$t&dt)|||}|t"j*j,ur|cYSwxYw#tt f$rIt#j$t&dt)|||}|t"j*j,ur|cYSwxYw)aWrites `contents` to the file at input `filename`. Creates the file and recursively creates directory if it does not exist. Args: filename: A `Tensor` of type `string`. scalar. The name of the file to which we write the contents. contents: A `Tensor` of type `string`. scalar. The content to be written to the output file. name: A name for the operation (optional). Returns: The created Operation. WriteFileNrmrn)rrr)r rr!r"rr@rArBrCrDrE_dispatcher_for_write_filerpwrite_file_eager_fallbackrGrrrsrtr rrurvrwr'r() rrrr.r/r3rHr0r1r2s r6rrs&    0h..0$ #\\ 11 k485g n.) 8T#T+Gn$ n  )::hFAq#x *M  & &- ##At,,  # #    * Xt %t-g  & & H4T33  # #  z " "" D(X&*, g  ..<< <  " Z    b$8$(* Gi,,::: n  sPB5E7C(CCC D9DE4AE42E47AG Gzraw_ops.WriteFilectj|tj}tj|tj}||g}d}t j dd||||}d}|S)Ns WriteFilerrL)rCrzr{r|r$r)rrrr;r5r4r3s r6rr sd  # #Hgnn =(  # #Hgnn =(H%, &   \1\#)s ?' ' .r8)rrrrrN)rrrrrrN)rrN)N)TFN)rN)rrrN)rrrN)__doc__ collectionstensorflow.pythonrtensorflow.python.eagerrr rrArr$tensorflow.python.frameworkrr{tensorflow.security.fuzzing.pyr_atypesr _op_def_registryr rCr r'"tensorflow.python.util.deprecationr tensorflow.python.utilr rt tensorflow.python.util.tf_exportrtypingrrrtyping_extensionsrintstrStringr7 to_raw_oprr<ResourcerIr?rFrUrQrXr]rZr[rerdrgadd_fallback_dispatch_listadd_type_based_api_dispatcherrhrl_tf_type_based_dispatcherDispatchrorqboolrrrrrrInt64rrrrrrrrrrrr namedtuplerrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr"rrr%r*r(r)r7r0r2r>r;r=rHrFrGrOrLrNInt32rXrVrWr_r]r^rfrdrirmrkrlrursrxr|rzr{rrrrrrrrrrrnr8r6rsR 67179FK3IC86%%'>S>s>SV>dg>ux>JM>`ijmovo}o}j}`~>@G)$EF~t~~VpGqrvCvsvbevruvCFvUXvhqruw~wEwErEhFvWW#WVYWgjWx{WMPW^aWt}~ACJCSCS~StTWrKI&IJ>4>>ZwKxysRUehuxFIX[gjzCDGIPIYIYDYzZD(c(#( RUW^WeWeReHf(T534^T^^O5TUkckkS\]`bibpbp]pSqk55S59UXZaZjZjUjKk5n9978HZ9[\3V_`celeueu`uVv$$#$c$IcSZSaSaNaDb$L-Y+ ,^T^^K-H I g#gCgyY\^e^l^lYlOmg %% (( $79I#JK&'AIc7>>&9:A)TWY`YgYgTgJhA(L)&AF3 12>4>>.3QR !/!I!I!R!R 9S'..5H+I YbcfhohvhvcvYw > iW^^8K.L> bkloqxqqlcA> SW> rv> ~=Y;<^T^^L`=abYsGNNGZ=[qz{~AHAOAO|OrPcg~B$$ #w~~"56$iPSU\UcUcPcFd$L )9' ( )B C ygnn1D'E U^_bdkdrdr_rUs ygnn9L/M]fgjlslylygy]z:I9%GHXsItuwiW^^H[>\wluvy|C|I|IwImJw')CAQAQ>>Q4RlbkloqxqqlcAlPYZ]_f_l_lZlPml0+00 X 4 #w7G7G2G(H4XabegngwgwbwXx4HQRUW^WdWdRdHe4l9978H\9]^ ygFVFVAV7W gpqtv}wGwGrGhH W`adfmfsfsasWt -k,, G /)C1A1A,A"B/R[\_ahaqaq\qRr/b1y/01OP  3@P@P;P1Q ajknpwqAqAlAbB  #w~~*= > $/i-.~t~~l/KL hygnn9L/Mh 9S'2B2B-B#C <3 12>4>>/3RS )CAQAQ ?33F)GV_`celeses`sVt{H[^nwx{}JxJnK$H @ #w~~*= >@YWZ\c\j\jWjMk@HILNUN\N\I\]@cu@GJ@]fgjl~g~]@D1y/0 1NO ygnn9L/M\efikrkykyfy\zNWX[]d]k]kXkNlrDWZjstwyKtKjL&Eygnn!45EYsT[TbTbObEcExABEGNGUGUBUxVEN +I) *>4>>*+E F iW^^0C&DT]^acjcqcq^qTrGPQTV]VdVdQdGe&( 9S'..01( 3PWP^P^K^A_( R!y !56 )C,?"@ PYZ]_f_m_mZmPn ? )C$78? RUW^WeWeReHf? |EFIKRKYKYFY|Z? @-Y+ ,^T^^K-H I  33F)G W`adfmftftatWu KTUXZaZhZhUhKi , Ic7>>12, )CQXQ_Q_L_B`, t}BDKDRDRRuS, Z %# $^T^^G%< = 9S'..-@#A QZ[^`g`n`n[nQo DMNQSZSaSaNaDb )ygnn)<=)iPSU\UbUbPbFc)qz{~AHANAN|NrO)_hilnun|n|i|_})V7)56~t~~FV7WX iW^^8K.L U^_bdkdqdq_qUr AJKNPWP]P]K]A^ nwx{}D}K}KxKnL &ygnn)<=&9UXZaZgZgUgKh&yBCFHOHVHVCVyW&P7)56~t~~FV7WX iW^^8K.L ZcdgipivivdvZw HQRUW^WeWeReHf *s*3*C*bkloqxqqlcA*X534^T^^DT5UVlsllX[lktux{B{I{IvIlJl8#8c8s8enort{uEuEpEfF8t9978H[9\]#C[^nwx{~E~N~NyNoO,,s,,C,bkloqxqqlcA,\534^T^^DT5UVlslslY\lluvy|C|J|JwJmKl:#:3:s:enort{uEuEpEfF:x9978H[9\]##\_oxy|FOOzOpP,((C()TWY`YgYgTgJh(T7)56~t~~FW7XYmm#mU^_bdkdrdr_rUsm535s5YWZ\c\l\lWlMm5n;I9:>4>>J^;_`3SXabegngwgwbwXx$ %% (( ?>?l#< 3#67< 9SRYR`R`M`Ca< $@)&< z +I) *>4>>*+E F 'AAJJ #w~~2E(FR[\_ahaoao\oRpr8