a d=icp9@sdZddlZddlZddlZddlZddlZddlZddlZddlZddl Z ddl m Z dZ dZ dZddZd d Zd d Zd dZddZddZddZd"ddZd#ddZddZddZddZd d!ZdS)$zvUtilities for using TensorBoard in notebook contexts, like Colab. These APIs are experimental and subject to change. N)manager_CONTEXT_COLAB_CONTEXT_IPYTHON _CONTEXT_NONEcCszzddl}ddl}Wnty&Yn0|dur8tSz ddl}WntyVYn 0|}|durv|drvtStS)aDetermine the most specific context that we're in. Returns: _CONTEXT_COLAB: If in Colab with an IPython notebook context. _CONTEXT_IPYTHON: If not in Colab, but we are in an IPython notebook context (e.g., from running `jupyter notebook` at the command line). _CONTEXT_NONE: Otherwise (e.g., by running a Python script at the command-line or using the `ipython` interactive shell). rNZkernel)Z google.colabIPython ImportError get_ipythonrZ has_traitrr)Zgoogleripythonr e/home/droni/.local/share/virtualenvs/DPS-5Je3_V2c/lib/python3.9/site-packages/tensorboard/notebook.py _get_context(s     r cCs tddS)z^Deprecated: use `%load_ext tensorboard` instead. Raises: RuntimeError: Always. zHUse '%load_ext tensorboard' instead of '%load_ext tensorboard.notebook'.N) RuntimeErrorr r r r load_ipython_extensionOsrcCs t|dS)zLoad the TensorBoard notebook extension. Intended to be called from `%load_ext tensorboard`. Do not invoke this directly. Args: ipython: An `IPython.InteractiveShell` instance. N)_register_magicsrr r r _load_ipython_extensionZs rcCs|jtddddS)zaRegister IPython line/cell magics. Args: ipython: An `InteractiveShell` instance. line tensorboard)Z magic_kindZ magic_nameN)Zregister_magic_function _start_magicrr r r rfs rcCst|S)z0Implementation of the `%tensorboard` line magic.)start)rr r r rssrc st}zddlddlWnty0dYn0|tkrHdtdnjjjdddfdd}tj |ddd}t |}t |t j rt|jjd d nt |t jrd }|j|jj|jjt|jd }||t|jjd dd nt |t jr4d d}d|j|d|j|d|jf}||nt |t jr|jdurZd|jfnd}|jjtjkrzd|f}nd||jf}|t|n.t |t j rd|j}||n t!d|dS)agLaunch and display a TensorBoard instance as if at the command line. Args: args_string: Command-line arguments to TensorBoard, to be interpreted by `shlex.split`: e.g., "--logdir ./logs --port 0". Shell metacharacters are not supported: e.g., "--logdir 2>&1" will point the logdir at the literal directory named "2>&1". rNzLaunching TensorBoard...T)Z display_idcs(durt|nj|dSN)printupdatedisplayPretty)messagerhandler r print_or_updates zstart..print_or_update)commentsposixF)port print_messagedisplay_handlezdReusing TensorBoard on port {port} (pid {pid}), started {delta} ago. (Use '!kill {pid}' to kill it.))r!piddeltacSs0|dkr dS|durd|Sd||fSdS)Nz z Contents of %s: %s)strip)namevaluer r r format_streams zstart..format_streamz9ERROR: Failed to launch TensorBoard (exited with %d).%s%sstderrstdoutz9%r (set by the `TENSORBOARD_BINARY` environment variable)z `tensorboard`zERROR: Could not find %s. Please ensure that your PATH contains an executable `tensorboard` program, or explicitly specify the path to a TensorBoard binary by setting the `TENSORBOARD_BINARY` environment variable.zERROR: Failed to start %s: %szUERROR: Timed out waiting for TensorBoard to start. It may still be running as pid %d.zXUnexpected result from `manager.start`: %r. This is a TensorBoard bug; please report it.)"r rIPython.displayrrrrrshlexsplitrr isinstanceZ StartLaunched_displayinfor!Z StartReusedformatr$_time_delta_from_infoZ StartFailed exit_coder+r,ZStartExecFailedZexplicit_binaryZos_errorerrnoENOENTtextwrapfillZ StartTimedOut TypeError) args_stringcontextrZ parsed_argsZ start_resulttemplaterr*Zthe_tensorboard_binaryr rr rxs               rcCs"tt|j}ttj|dS)zFormat the elapsed time for the given TensorBoardInfo. Args: info: A TensorBoardInfo value. Returns: A human-readable string describing the time since the server described by `info` started: e.g., "2 days, 0:48:58". )seconds)inttime start_timestrdatetime timedelta)r2Z delta_secondsr r r r4s r4cCst||ddddS)aDisplay a TensorBoard instance already running on this machine. Args: port: The port on which the TensorBoard server is listening, as an `int`, or `None` to automatically select the most recently launched TensorBoard. height: The height of the frame into which to render the TensorBoard UI, as an `int` number of pixels, or `None` to use a default value (currently 800). TN)r!heightr"r#)r1)r!rEr r r rs rFcs|dur d}durFt}|s*tdqtttddd}|jn.fddtD}|rpt|d ddnd}|r|durd jt|t||j|jd }t |nt t t t ttit}|||d S) aYInternal version of `display`. Args: port: As with `display`. height: As with `display`. print_message: True to print which TensorBoard instance was selected for display (if applicable), or False otherwise. display_handle: If not None, an IPython display handle into which to render TensorBoard. Ni z6Can't display TensorBoard: no known instances running.cSs|jSrrAxr r r z_display..)keycsg|]}|jkr|qSr r!).0irLr r rJz_display..cSs|jSrrFrGr r r rIrJzWSelecting TensorBoard with {data_source} (started {delta} ago; port {port}, pid {pid}).) data_sourcer%r!r$)r!rEr#)rget_all ValueErrormaxr!r3data_source_from_infor4r$rr_display_colabr_display_ipythonr _display_clir )r!rEr"r#infosr2rfnr rLr r1s:  r1c Csjddl}d}dd|fdd|fg}|D]\}}|||}q(|j|}|rZ||n |j|dS)a]Display a TensorBoard instance in a Colab output frame. The Colab VM is not directly exposed to the network, so the Colab runtime provides a service worker tunnel to proxy requests from the end user's browser through to servers running on the Colab VM: the output frame may issue requests to https://localhost: (HTTPS only), which will be forwarded to the specified port on the VM. It does not suffice to create an `iframe` and let the service worker redirect its traffic (` ZTENSORBOARD_PROXY_URLrZr[z %HTML_ID%T)quotez %JSON_ID%r\)rZ0z%URL%/)r-r3random getrandbitsosenvirongetr]htmlescapejsondumpsrHTMLr) r!rEr#rZframe_idr^ proxy_urlr_r`raZiframer r r rVjs0            rVcCs~~d|}t|dS)Nz2Please visit http://localhost:%d in a web browser.)r)r!rEr#rr r r rWsrWcCsVt}|stddStd|D],}d}t|j|jt|t||jdq$dS)aPrint a listing of known running TensorBoard instances. TensorBoard instances that were killed uncleanly (e.g., with SIGKILL or SIGQUIT) may appear in this list even if they are no longer running. Conversely, this list may be missing some entries if your operating system's temporary directory has been cleared since a still-running TensorBoard instance started. z'No known TensorBoard instances running.NzKnown TensorBoard instances:z? - port {port}: {data_source} (started {delta} ago; pid {pid}))r!rPr%r$)rrQrr3r!rTr4r$)rXr2r=r r r lists rr)NN)NNFN)__doc__rCr6rlrnrirgr.r8r@rrrrrr rrrrrr4rr1rUrVrWrrr r r r s4 '   q  410