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Create RFC: Handling XLA Exceptions in Python by vinayburugu · Pull Request #435 · tensorflow/community · GitHub
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class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> Fund open source developers </div> </a></li> </ul> </div> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" 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viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"enterprise_platform","context":"enterprise","tag":"link","label":"enterprise_platform_link_enterprise_navbar"}" href="/enterprise"> <svg aria-hidden="true" height="24" viewBox="0 0 24 24" 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class="select-menu-item " role="menuitem" data-commit="a70bce6aab3e7153a1fb5ec12ee91de81e69e8a8" > <div class="select-menu-item-text"> <code class="float-right">a70bce6</code> <div class="text-emphasized css-truncate css-truncate-target"> Create RFC: Handling XLA Exceptions in Python </div> <span class="description"> vinayburugu <relative-time datetime="2022-11-08T00:35:31Z" class="no-wrap">Nov 8, 2022</relative-time> </span> </div> </a> <a href="/tensorflow/community/pull/435/commits/c30f509d7f1ae1a333348b29b9a1ac313dd41fda" class="select-menu-item " role="menuitem" data-commit="c30f509d7f1ae1a333348b29b9a1ac313dd41fda" data-parent-commit="a70bce6aab3e7153a1fb5ec12ee91de81e69e8a8"> <div class="select-menu-item-text"> <code class="float-right">c30f509</code> <div class="text-emphasized css-truncate css-truncate-target"> Update RFC: Handling XLA Exceptions in Python </div> <span class="description"> vinayburugu <relative-time datetime="2022-11-08T20:59:54Z" class="no-wrap">Nov 8, 2022</relative-time> </span> </div> </a> </div> </div> </details-menu> </details> <file-filter data-target="diff-file-filter.fileFilter" data-action="file-filter-change:diff-file-filter#applyFilter"> <details class="diffbar-item details-reset details-overlay" > <summary class="Link--muted select-menu-button" aria-haspopup="true" data-target="file-filter.summary"> <strong class="js-file-filter-text css-truncate css-truncate-target" data-target="file-filter.fileFilterActiveText" > File filter </strong> </summary> <details-menu class="SelectMenu js-file-filter"> <div class="SelectMenu-modal"> <header class="SelectMenu-header"> <h3 class="SelectMenu-title">Filter by extension</h3> </header> <div class="SelectMenu-list SelectMenu-list--borderless"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-file-filter-form" data-turbo="false" action="/" accept-charset="UTF-8" method="post"><input type="hidden" name="authenticity_token" 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<td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815HR1" class="blob-num blob-num-hunk non-expandable" data-line-number="..."></td> <td class="blob-code blob-code-inner blob-code-hunk">@@ -0,0 +1,101 @@</td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R1" data-line-number="1" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">RFC: Handling XLA Exceptions in Python</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R2" data-line-number="2" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R3" data-line-number="3" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Status Propose</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R4" data-line-number="4" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Author Vinay Kumar Burugu</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R5" data-line-number="5" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Collaborator Loki Ravi</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R6" data-line-number="6" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">PR https://github.com/tensorflow/community/pull/435</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R7" data-line-number="7" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R8" data-line-number="8" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Objective</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R9" data-line-number="9" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R10" data-line-number="10" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">The aim of this RFC is to:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R11" data-line-number="11" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R12" data-line-number="12" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">1. Any exception/status code thrown by XLA to be uniquely named (independent of TensorFlow).</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R13" data-line-number="13" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">2. XLA exceptions to be readily available to front-end frameworks so that they can be exposed to users.</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R14" data-line-number="14" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R15" data-line-number="15" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Motivation</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R16" data-line-number="16" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R17" data-line-number="17" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">1. Though XLA was developed as a part of Tensorflow, it is also used by PyTorch, JAX, etc. There is a need for exceptions thrown by XLA to be named independent of Tensorflow. </span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R18" data-line-number="18" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">2. Today, XLA defines XlaRuntimeError in the xla client. However, this exception is not readily available to front-ends. Refer to this (https://github.com/google/jax/pull/10676) effort in JAX to expose this Exception to users.</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R19" data-line-number="19" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R20" data-line-number="20" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">User Benefit</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R21" data-line-number="21" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R22" data-line-number="22" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">1. *Simplified contract with front-ends*: Add a single line of code to front-ends to import XLA exceptions. For eg: from import xla.exceptions as xla_exceptions.</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R23" data-line-number="23" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">2. *Better exception names in XLA*: Derive readable exceptions like XlaInvalidArgumentError from XlaError to replace the existing ValueError. Additionally, this would make it easier to catch/trap Exceptions from XLA and attribute errors to XLA.</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R24" data-line-number="24" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R25" data-line-number="25" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Design Proposal</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R26" data-line-number="26" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R27" data-line-number="27" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">This proposal would replace existing std:: and py:: exceptions thrown by the CPP layers with new custom exceptions which will all be extended from XlaError base class. All status objects originating from XLA will be replaced by XLA specific status codes. Equivalent python exceptions will be defined under a common module xla.exceptions which will contain translations for status objects (previously TensorFlow exceptions (https://github.com/tensorflow/tensorflow/blob/87462bfac761435a46641ff2f10ad0b6e5414a4b/tensorflow/python/framework/errors_impl.py)) as well as direct throws from XLA (previously std library exceptions).</span></td> </tr> <tr class="inline-comments js-inline-comments-container js-skip-tagsearch"> <td class="line-comments p-0 p-md-2 js-line-comments js-quote-selection-container" data-quote-markdown=".js-comment-body" colspan="3"> <div class="comment-holder"> <turbo-frame id="review-thread-or-comment-id-695983136" target="_top"> <details open="open" data-resolved="false" data-view-component="true" class="review-thread-component js-comment-container js-resolvable-timeline-thread-container Details-element details-reset mb-0 border rounded-2"> <summary hidden="hidden" role="button" data-view-component="true" class="py-2 px-3 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<img src="https://avatars.githubusercontent.com/u/972582?s=48&v=4" alt="@sherhut" size="24" height="24" width="24" data-view-component="true" class="avatar circle d-inline-block mr-2" /> <strong> <a class="author Link--primary text-bold css-overflow-wrap-anywhere " show_full_name="false" data-hovercard-type="user" data-hovercard-url="/users/sherhut/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/sherhut">sherhut</a> </strong> <a href="#r1087590603" id="discussion_r1087590603-permalink" class="Link--secondary js-timestamp"><relative-time datetime="2023-01-26T09:20:17Z" class="no-wrap">Jan 26, 2023</relative-time></a> </div> </h3> </div> <div class="ml-5"> <div class="edit-comment-hide"> <div class="js-minimize-comment d-none"> <div hidden="hidden" data-view-component="true" class="js-comment-show-on-error flash flash-error flash-full"> <button class="flash-close js-comment-hide-minimize-form" type="button"> <svg aria-label="Cancel hiding 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1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <h3 class="f4">Choose a reason for hiding this comment</h3> <p class="mb-3"> The reason will be displayed to describe this comment to others. <a class="Link--inTextBlock" href="https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment" aria-label="Learn more about hiding disruptive comments">Learn more</a>. </p> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-timeline-comment-minimize d-md-inline-block d-flex" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1087590603/minimize" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="LtXBlBIVLMc0aJlZCaaFNU6PAErorywizh28o9FHAk2iNUngpB06kU7Rqx1SM-22DjSjzZuYEF3tXKjexhT7Hg" autocomplete="off" /> <select name="classifier" class="form-select mr-2" aria-label="Reason" required> <option value> Choose a reason </option> <option value="SPAM">Spam</option> <option value="ABUSE">Abuse</option> <option value="OFF_TOPIC">Off Topic</option> <option value="OUTDATED">Outdated</option> <option value="DUPLICATE">Duplicate</option> <option value="RESOLVED">Resolved</option> </select> <button type="submit" data-view-component="true" class="Button--secondary Button--medium Button d-inline-block"> <span class="Button-content"> <span class="Button-label">Hide <span class="d-md-inline-block d-none">comment</span></span> </span> </button> </form> </div></div> <task-lists disabled sortable> <div class="comment-body markdown-body js-comment-body soft-wrap css-overflow-wrap-anywhere user-select-contain d-block"> <p dir="auto">Can you clarify what you mean by <code class="notranslate">All status objects originating from XLA will be replaced by XLA specific status codes</code>? Do you want to expose the literals in a separate, XLA specific python module or modify them? Do you want a single exception that covers all status codes or sub-exceptions for each?</p> </div> </task-lists> </div> </div> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="mt-2 js-comment-update" data-type="json" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1087590603" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="Kmx5MDCDI-kYtVhvFrAyK57yZl_iz0vxOHDgsvWX3lp4twRzMBmcidCewnbpxSPQa2-wN-nCgNo6f48wtxIvcg" autocomplete="off" /> <include-fragment loading="lazy" src="/tensorflow/community/pull/435/review_comment/1087590603/edit_form?textarea_id=discussion_r1087590603-body&comment_context=diff" class="previewable-comment-form js-comment-edit-form-deferred-include-fragment" > <p class="text-center mt-3" data-hide-on-error> <span data-view-component="true"> <svg aria-label="Loading..." style="box-sizing: content-box; color: 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style="flex: 1 1 auto"> <div> <img src="https://avatars.githubusercontent.com/u/6442822?s=48&v=4" alt="@vinayburugu" size="24" height="24" width="24" data-view-component="true" class="avatar circle d-inline-block mr-2" /> <strong> <a class="author Link--primary text-bold css-overflow-wrap-anywhere " show_full_name="false" data-hovercard-type="user" data-hovercard-url="/users/vinayburugu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/vinayburugu">vinayburugu</a> </strong> <a href="#r1090243620" id="discussion_r1090243620-permalink" class="Link--secondary js-timestamp"><relative-time datetime="2023-01-30T07:12:23Z" class="no-wrap">Jan 30, 2023</relative-time></a> </div> </h3> </div> <div class="ml-5"> <div class="edit-comment-hide"> <div class="js-minimize-comment d-none"> <div hidden="hidden" data-view-component="true" class="js-comment-show-on-error flash flash-error flash-full"> <button class="flash-close js-comment-hide-minimize-form" 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3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <h3 class="f4">Choose a reason for hiding this comment</h3> <p class="mb-3"> The reason will be displayed to describe this comment to others. <a class="Link--inTextBlock" href="https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment" aria-label="Learn more about hiding disruptive comments">Learn more</a>. </p> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-timeline-comment-minimize d-md-inline-block d-flex" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1090243620/minimize" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="Y_96QMtn6sgTw8u08wr16LLOqfi1IOPNNHc8JYrN0Ipzq18Hnm7iQDDcAQTQB7mR9x4rTJUx4IQITgt5u5HeWA" autocomplete="off" /> <select name="classifier" class="form-select mr-2" aria-label="Reason" required> <option value> Choose a reason </option> <option value="SPAM">Spam</option> <option value="ABUSE">Abuse</option> <option value="OFF_TOPIC">Off Topic</option> <option value="OUTDATED">Outdated</option> <option value="DUPLICATE">Duplicate</option> <option value="RESOLVED">Resolved</option> </select> <button type="submit" data-view-component="true" class="Button--secondary Button--medium Button d-inline-block"> <span class="Button-content"> <span class="Button-label">Hide <span class="d-md-inline-block d-none">comment</span></span> </span> </button> </form> </div></div> <task-lists disabled sortable> <div class="comment-body markdown-body js-comment-body soft-wrap css-overflow-wrap-anywhere user-select-contain d-block"> <p dir="auto">The Status Object updates the error codes from <a href="https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tsl/protobuf/error_codes.proto">errorcodes.proto</a> which are common to both XLA and tensorflow. I wanted to use unique codes for XLA and create corresponding python Exceptions for those error codes so that we see unique XLA exceptions corresponding to those new error codes added. All this effort is being proposed just to identify whether the root cause is framework or XLA instantly based on the Python Error / Error code etc.</p> </div> </task-lists> </div> </div> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="mt-2 js-comment-update" data-type="json" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1090243620" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="PIFSOEXYXOKCn6kcRhllfBwwK_yGaeoJd4YCH89vjDTJQBhKQichV3W0EZhXGzd4hUp2Tr_qBQqCmIJZrj21Kw" autocomplete="off" /> <include-fragment loading="lazy" src="/tensorflow/community/pull/435/review_comment/1090243620/edit_form?textarea_id=discussion_r1090243620-body&comment_context=diff" class="previewable-comment-form js-comment-edit-form-deferred-include-fragment" > <p class="text-center mt-3" data-hide-on-error> <span data-view-component="true"> <svg 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<option value="SPAM">Spam</option> <option value="ABUSE">Abuse</option> <option value="OFF_TOPIC">Off Topic</option> <option value="OUTDATED">Outdated</option> <option value="DUPLICATE">Duplicate</option> <option value="RESOLVED">Resolved</option> </select> <button type="submit" data-view-component="true" class="Button--secondary Button--medium Button d-inline-block"> <span class="Button-content"> <span class="Button-label">Hide <span class="d-md-inline-block d-none">comment</span></span> </span> </button> </form> </div></div> <task-lists disabled sortable> <div class="comment-body markdown-body js-comment-body soft-wrap css-overflow-wrap-anywhere user-select-contain d-block"> <p dir="auto">If the error codes get wrapped into an 'XlaError' exception at the XLA API boundary, why would we need different error numbers? I agree we should expose the numbers from XLA, as well, but it is not clear to me why they could not be the same numbers?</p> </div> </task-lists> </div> </div> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="mt-2 js-comment-update" data-type="json" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1092928132" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="j3NBLb9K5akNVBZ774yKDg87GSpdEWc4YPzRVR3fv_e3DMOHML2L6VKopwMIgWO-AeNDBEEFVZH4j0ndT4TKZw" autocomplete="off" /> <include-fragment loading="lazy" src="/tensorflow/community/pull/435/review_comment/1092928132/edit_form?textarea_id=discussion_r1092928132-body&comment_context=diff" class="previewable-comment-form js-comment-edit-form-deferred-include-fragment" > <p class="text-center mt-3" data-hide-on-error> <span data-view-component="true"> <svg aria-label="Loading..." 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Sorry, something went wrong. </p> </include-fragment> </form> <div class="ml-5 edit-comment-hide"> <div data-view-component="true" class="comment-reactions js-reactions-container js-reaction-buttons-container social-reactions reactions-container d-flex"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-pick-reaction" data-turbo="false" action="/tensorflow/community/reactions" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="k7szRi2f2oCeDLsMxHEYO4ogN6pG25vsT6gmWQ590D8thi9NLEKP8OEZBJkOxpMomEjCePwyDeRoXCa7ltM_UA" autocomplete="off" /> <input type="hidden" name="input[subjectId]" value="PRRC_kwDOCAowk85BJMKE"> <div class="js-comment-reactions-options d-flex flex-items-center flex-row flex-wrap"> <div class="js-reactions-container"> <details class="dropdown details-reset details-overlay d-inline-block js-all-reactions-popover" hidden> <summary aria-haspopup="true" data-view-component="true" class="Button--link Button--medium Button"> <span class="Button-content"> <span class="Button-label">All reactions</span> </span> </summary> <ul class="dropdown-menu dropdown-menu-se"> </ul> </details> </div> </div> </form></div> </div> </div> </div> </div> </div> </div> </details></turbo-frame> </div> </td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R28" data-line-number="28" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R29" data-line-number="29" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">This proposal introduces an XlaError base class and all exceptions are extended from this class.</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R30" data-line-number="30" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R31" data-line-number="31" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">class XlaError : public std::Exception {</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R32" data-line-number="32" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">public:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R33" data-line-number="33" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> char * what () {</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R34" data-line-number="34" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> return "Custom XLA Exception";</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R35" data-line-number="35" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> }</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R36" data-line-number="36" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">}</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R37" data-line-number="37" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R38" data-line-number="38" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">We will create different exception classes based on the need by extending this base class. For example:</span></td> </tr> <tr class="inline-comments js-inline-comments-container js-skip-tagsearch"> <td class="line-comments p-0 p-md-2 js-line-comments js-quote-selection-container" data-quote-markdown=".js-comment-body" colspan="3"> <div class="comment-holder"> <turbo-frame id="review-thread-or-comment-id-695985149" target="_top"> <details open="open" data-resolved="false" data-view-component="true" class="review-thread-component js-comment-container js-resolvable-timeline-thread-container Details-element details-reset mb-0 border rounded-2"> <summary hidden="hidden" role="button" data-view-component="true" class="py-2 px-3 rounded-2 color-bg-subtle"> <div class="d-flex flex-items-center"> <span class="flex-auto mr-3 d-flex flex-items-center"> </span> </div> </summary> <div data-view-component="true"> <div class="js-inline-comments-container"> <div class="js-line-comments js-suggested-changes-container js-suggested-changes-contents js-quote-selection-container" 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3Zm13 0a1.5 1.5 0 1 0 0-3 1.5 1.5 0 0 0 0 3Z"></path> </svg></span> </span> </summary> <details-menu class="dropdown-menu dropdown-menu-sw show-more-popover color-fg-default" style="width:185px" src="" preload > <span data-view-component="true"> <clipboard-copy aria-label="Copy link" for="discussion_r1087593825-permalink" role="menuitem" data-view-component="true" class="dropdown-item btn-link"> Copy link </clipboard-copy> <div aria-live="polite" aria-atomic="true" class="sr-only" data-clipboard-copy-feedback></div> </span> </details-menu> </details> </div> <div class="d-none d-sm-flex"> </div> <h3 class="f5 text-normal" style="flex: 1 1 auto"> <div> <img src="https://avatars.githubusercontent.com/u/972582?s=48&v=4" alt="@sherhut" size="24" height="24" width="24" data-view-component="true" class="avatar circle d-inline-block mr-2" /> <strong> <a class="author Link--primary text-bold css-overflow-wrap-anywhere " show_full_name="false" data-hovercard-type="user" data-hovercard-url="/users/sherhut/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/sherhut">sherhut</a> </strong> <a href="#r1087593825" id="discussion_r1087593825-permalink" class="Link--secondary js-timestamp"><relative-time datetime="2023-01-26T09:23:41Z" class="no-wrap">Jan 26, 2023</relative-time></a> </div> </h3> </div> <div class="ml-5"> <div class="edit-comment-hide"> <div class="js-minimize-comment d-none"> <div hidden="hidden" data-view-component="true" class="js-comment-show-on-error flash flash-error flash-full"> <button class="flash-close js-comment-hide-minimize-form" type="button"> <svg aria-label="Cancel hiding comment" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <p>There was a problem hiding this comment.</p> </div> <div data-view-component="true" class="js-comment-hide-on-error flash flash-warn flash-full"> <button class="flash-close js-comment-hide-minimize-form" type="button"> <svg aria-label="Cancel hiding comment" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <h3 class="f4">Choose a reason for hiding this comment</h3> <p class="mb-3"> The reason will be displayed to describe this comment to others. <a class="Link--inTextBlock" href="https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment" aria-label="Learn more about hiding disruptive comments">Learn more</a>. </p> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-timeline-comment-minimize d-md-inline-block d-flex" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1087593825/minimize" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="A3H7vow2aMFozU1D9HIpErwu2l4jDnP6qYJpKHL9i0lixsKWctgz-OLOq1CuN4ZeDYUg-sM_CjZuPYp6Zj2gKw" autocomplete="off" /> <select name="classifier" class="form-select mr-2" aria-label="Reason" required> <option value> Choose a reason </option> <option value="SPAM">Spam</option> <option value="ABUSE">Abuse</option> <option value="OFF_TOPIC">Off Topic</option> <option value="OUTDATED">Outdated</option> <option value="DUPLICATE">Duplicate</option> <option value="RESOLVED">Resolved</option> </select> <button type="submit" data-view-component="true" class="Button--secondary Button--medium Button d-inline-block"> <span class="Button-content"> <span class="Button-label">Hide <span class="d-md-inline-block d-none">comment</span></span> </span> </button> </form> </div></div> <task-lists disabled sortable> <div class="comment-body markdown-body js-comment-body soft-wrap css-overflow-wrap-anywhere user-select-contain d-block"> <p dir="auto">I assume initially "need" is defined as existing TensorFlow exceptions that are currently used? What is the intended use for this exception hierarchy? You could also achieve the goal you have defined by just having an <code class="notranslate">XlaError</code> as the only exception that is thrown at the interface boundary to XLA. That exception could carry a status code, message and stack trace to aid debugging.</p> <p dir="auto">I acknowledge that this is currently not very principled in which exception is thrown but if we make all thrown exceptions XLA specific anyway, we could unify the use now. Hence I'd like to better understand the use case of sub-exceptions.</p> </div> </task-lists> </div> </div> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="mt-2 js-comment-update" data-type="json" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1087593825" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="MqDlKRckIJg6NZycR6fLc3NcR0-OKDgqxlGZmsUoutPa81B2haClL8oqQkk2jsWpeYMxts62M4fOFS7U1QFldw" autocomplete="off" /> <include-fragment loading="lazy" src="/tensorflow/community/pull/435/review_comment/1087593825/edit_form?textarea_id=discussion_r1087593825-body&comment_context=diff" class="previewable-comment-form js-comment-edit-form-deferred-include-fragment" > <p class="text-center mt-3" data-hide-on-error> <span data-view-component="true"> <svg aria-label="Loading..." style="box-sizing: content-box; color: var(--color-icon-primary);" 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src="https://avatars.githubusercontent.com/u/6442822?s=48&v=4" alt="@vinayburugu" size="24" height="24" width="24" data-view-component="true" class="avatar circle d-inline-block mr-2" /> <strong> <a class="author Link--primary text-bold css-overflow-wrap-anywhere " show_full_name="false" data-hovercard-type="user" data-hovercard-url="/users/vinayburugu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/vinayburugu">vinayburugu</a> </strong> <a href="#r1090240429" id="discussion_r1090240429-permalink" class="Link--secondary js-timestamp"><relative-time datetime="2023-01-30T07:06:58Z" class="no-wrap">Jan 30, 2023</relative-time></a> </div> </h3> </div> <div class="ml-5"> <div class="edit-comment-hide"> <div class="js-minimize-comment d-none"> <div hidden="hidden" data-view-component="true" class="js-comment-show-on-error flash flash-error flash-full"> <button class="flash-close js-comment-hide-minimize-form" type="button"> <svg 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1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <h3 class="f4">Choose a reason for hiding this comment</h3> <p class="mb-3"> The reason will be displayed to describe this comment to others. <a class="Link--inTextBlock" href="https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment" aria-label="Learn more about hiding disruptive comments">Learn more</a>. </p> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-timeline-comment-minimize d-md-inline-block d-flex" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1090240429/minimize" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="rypDlWAtbjl8onw3y4cFeaRHFglYk4IbuB09AdyiDcyi2beZhri4goZcD-LzalmEluLsWNTAYep36rJIlc7B1A" autocomplete="off" /> <select name="classifier" class="form-select mr-2" aria-label="Reason" required> <option value> Choose a reason </option> <option value="SPAM">Spam</option> <option value="ABUSE">Abuse</option> <option value="OFF_TOPIC">Off Topic</option> <option value="OUTDATED">Outdated</option> <option value="DUPLICATE">Duplicate</option> <option value="RESOLVED">Resolved</option> </select> <button type="submit" data-view-component="true" class="Button--secondary Button--medium Button d-inline-block"> <span class="Button-content"> <span class="Button-label">Hide <span class="d-md-inline-block d-none">comment</span></span> </span> </button> </form> </div></div> <task-lists disabled sortable> <div class="comment-body markdown-body js-comment-body soft-wrap css-overflow-wrap-anywhere user-select-contain d-block"> <p dir="auto">Yes, this change was propsed to covert std exceptions currently being thrown with unique XLA exceptions. If all exceptions throws XlaError, that would suffice.</p> </div> </task-lists> </div> </div> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="mt-2 js-comment-update" data-type="json" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1090240429" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="eluSZqMlKFJ-GA-wK0Y9DtZsqlE7i1zgfuYz9SENS5VU3IVM1VTtUVRGtTTifW0KxNXJMw-Mihv1lkLbV_2MQw" autocomplete="off" /> <include-fragment loading="lazy" src="/tensorflow/community/pull/435/review_comment/1090240429/edit_form?textarea_id=discussion_r1090240429-body&comment_context=diff" class="previewable-comment-form js-comment-edit-form-deferred-include-fragment" > <p class="text-center mt-3" data-hide-on-error> <span data-view-component="true"> <svg aria-label="Loading..." style="box-sizing: content-box; color: var(--color-icon-primary);" width="32" 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<span class="Button-content"> <span class="Button-label">All reactions</span> </span> </summary> <ul class="dropdown-menu dropdown-menu-se"> </ul> </details> </div> </div> </form></div> </div> </div> </div> </div> </div> </div> </details></turbo-frame> </div> </td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R39" data-line-number="39" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R40" data-line-number="40" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">class XlaInvalidValueError : public XlaError {</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R41" data-line-number="41" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">public:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R42" data-line-number="42" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> char * what () {</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R43" data-line-number="43" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> return "Invalid value provided.";</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R44" data-line-number="44" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> }</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R45" data-line-number="45" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">}</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R46" data-line-number="46" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R47" data-line-number="47" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">We will expose the exceptions under a common module xla.exceptions for use by front-ends. We will additionally modify TensorFlow and PyTorch front-ends to import xla exceptions as import xla.exceptions as xla_exceptions</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R48" data-line-number="48" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R49" data-line-number="49" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">The effort can be categorized into:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R50" data-line-number="50" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R51" data-line-number="51" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">1. Replacing existing status objects</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R52" data-line-number="52" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R53" data-line-number="53" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> XlaInternalError (Currently a TensorFlow status object)</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R54" data-line-number="54" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R55" data-line-number="55" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Current implementation[Link to code (https://github.com/tensorflow/tensorflow/blob/d1a41c236defc6dd05e6fb31dddea8e0a8b53b96/tensorflow/compiler/xla/runtime/execution_engine.cc#:~:text=return%20InternalError(%22exported%20function%20not%20found%3A%20%25s%22%2C%20function_name)%3B)]:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R56" data-line-number="56" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R57" data-line-number="57" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">return InternalError("exported function not found: %s", function_name);</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R58" data-line-number="58" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R59" data-line-number="59" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Proposed implementation:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R60" data-line-number="60" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R61" data-line-number="61" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">return XlaInternalError("exported function not found: %s", function_name);</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R62" data-line-number="62" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R63" data-line-number="63" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Python UX:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R64" data-line-number="64" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R65" data-line-number="65" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">import xla.exceptions as xla_exceptions</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R66" data-line-number="66" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">try:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R67" data-line-number="67" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> #Some line of code</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R68" data-line-number="68" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">except xla_exceptions.XlaInternalError:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R69" data-line-number="69" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> pass</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R70" data-line-number="70" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R71" data-line-number="71" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">2. Replacing existing use of std:: and py:: exceptions in the CPP layer</span></td> </tr> <tr class="inline-comments js-inline-comments-container js-skip-tagsearch"> <td class="line-comments p-0 p-md-2 js-line-comments js-quote-selection-container" data-quote-markdown=".js-comment-body" colspan="3"> <div class="comment-holder"> <turbo-frame id="review-thread-or-comment-id-695991047" target="_top"> <details open="open" data-resolved="false" data-view-component="true" class="review-thread-component js-comment-container js-resolvable-timeline-thread-container Details-element details-reset mb-0 border rounded-2"> <summary hidden="hidden" role="button" data-view-component="true" class="py-2 px-3 rounded-2 color-bg-subtle"> <div class="d-flex flex-items-center"> <span class="flex-auto mr-3 d-flex flex-items-center"> </span> </div> </summary> <div data-view-component="true"> <div class="js-inline-comments-container"> <div class="js-line-comments js-suggested-changes-container 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describe this comment to others. <a class="Link--inTextBlock" href="https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment" aria-label="Learn more about hiding disruptive comments">Learn more</a>. </p> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-timeline-comment-minimize d-md-inline-block d-flex" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1087603140/minimize" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="oirFnnBpRMV8eNBHOJNJQ5U1P6bhtGw9Wo50RRqHeu4hw8pO8Bg88sTxL4Ken5qYA6l5JI42A9jQmxbfCXcO4w" autocomplete="off" /> <select name="classifier" class="form-select mr-2" aria-label="Reason" required> <option value> Choose a reason </option> <option value="SPAM">Spam</option> <option value="ABUSE">Abuse</option> <option value="OFF_TOPIC">Off Topic</option> <option value="OUTDATED">Outdated</option> <option value="DUPLICATE">Duplicate</option> <option value="RESOLVED">Resolved</option> </select> <button type="submit" data-view-component="true" class="Button--secondary Button--medium Button d-inline-block"> <span class="Button-content"> <span class="Button-label">Hide <span class="d-md-inline-block d-none">comment</span></span> </span> </button> </form> </div></div> <task-lists disabled sortable> <div class="comment-body markdown-body js-comment-body soft-wrap css-overflow-wrap-anywhere user-select-contain d-block"> <p dir="auto">Using standard exceptions has the advantage that they can be treated uniformly. I understand that goal of making errors attributable to XLA but in the specific instance called out below, I am not convinced this is the right approach.<br> The <code class="notranslate">__getattr__</code> method is a standard python method defined on an object that, while returned from an XLA API, is potentially used in contexts independent of the XLA api. The contract for that method is to throw the standard exception so that the object behaves like one would expect of a python object.</p> <p dir="auto">So I suggest we only replace exceptions that are an exception of the XLA api in a narrow sense and keep standard exceptions when they model python behavior.</p> </div> </task-lists> </div> </div> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="mt-2 js-comment-update" data-type="json" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1087603140" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="lxYBFCN7uRiV-HBrl3AsIH3v7-j1v_1QeC1mm1_u0HEe2gdh6curB1zmYSyvx6OURCJNmThRZBvPPyIC5OEnWA" autocomplete="off" /> <include-fragment loading="lazy" src="/tensorflow/community/pull/435/review_comment/1087603140/edit_form?textarea_id=discussion_r1087603140-body&comment_context=diff" 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</details> </div> <div class="d-none d-sm-flex"> </div> <h3 class="f5 text-normal" style="flex: 1 1 auto"> <div> <img src="https://avatars.githubusercontent.com/u/972582?s=48&v=4" alt="@sherhut" size="24" height="24" width="24" data-view-component="true" class="avatar circle d-inline-block mr-2" /> <strong> <a class="author Link--primary text-bold css-overflow-wrap-anywhere " show_full_name="false" data-hovercard-type="user" data-hovercard-url="/users/sherhut/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="/sherhut">sherhut</a> </strong> <a href="#r1092928370" id="discussion_r1092928370-permalink" class="Link--secondary js-timestamp"><relative-time datetime="2023-02-01T08:56:05Z" class="no-wrap">Feb 1, 2023</relative-time></a> </div> </h3> </div> <div class="ml-5"> <div class="edit-comment-hide"> <div class="js-minimize-comment d-none"> <div hidden="hidden" data-view-component="true" class="js-comment-show-on-error flash flash-error 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6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <h3 class="f4">Choose a reason for hiding this comment</h3> <p class="mb-3"> The reason will be displayed to describe this comment to others. <a class="Link--inTextBlock" href="https://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment" aria-label="Learn more about hiding disruptive comments">Learn more</a>. </p> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-timeline-comment-minimize d-md-inline-block d-flex" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1092928370/minimize" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="h6AxBW-DHlIW2mP6_gJCrXMd8vhmmX3CvwAAImRquoLFazgF92ZgZKs7bD4TVQn4K6AmSiv3n8Qovut7iDOriw" autocomplete="off" /> <select name="classifier" class="form-select mr-2" aria-label="Reason" required> <option value> Choose a reason </option> <option value="SPAM">Spam</option> <option value="ABUSE">Abuse</option> <option value="OFF_TOPIC">Off Topic</option> <option value="OUTDATED">Outdated</option> <option value="DUPLICATE">Duplicate</option> <option value="RESOLVED">Resolved</option> </select> <button type="submit" data-view-component="true" class="Button--secondary Button--medium Button d-inline-block"> <span class="Button-content"> <span class="Button-label">Hide <span class="d-md-inline-block d-none">comment</span></span> </span> </button> </form> </div></div> <task-lists disabled sortable> <div class="comment-body markdown-body js-comment-body soft-wrap css-overflow-wrap-anywhere user-select-contain d-block"> <p dir="auto">What is your take on this <a class="user-mention notranslate" data-hovercard-type="user" data-hovercard-url="/users/vinayburugu/hovercard" data-octo-click="hovercard-link-click" data-octo-dimensions="link_type:self" href="https://github.com/vinayburugu">@vinayburugu</a>? It seems wrong to me to replace these exceptions from a python API perspective.</p> </div> </task-lists> </div> </div> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="mt-2 js-comment-update" data-type="json" data-turbo="false" action="/tensorflow/community/pull/435/review_comment/1092928370" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="RhUuxBHBb7JGALPb3PDrPSxYQexBKG6jYV-fKJYRKHqg6-MWWdf8XK1GXkQH_yY6Hx_88r20i6gChPIaG-dKlQ" autocomplete="off" /> <include-fragment loading="lazy" src="/tensorflow/community/pull/435/review_comment/1092928370/edit_form?textarea_id=discussion_r1092928370-body&comment_context=diff" class="previewable-comment-form js-comment-edit-form-deferred-include-fragment" > <p class="text-center mt-3" data-hide-on-error> <span data-view-component="true"> <svg aria-label="Loading..." style="box-sizing: content-box; color: 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</include-fragment> </form> <div class="ml-5 edit-comment-hide"> <div data-view-component="true" class="comment-reactions js-reactions-container js-reaction-buttons-container social-reactions reactions-container d-flex"> <!-- '"` --><!-- </textarea></xmp> --></option></form><form class="js-pick-reaction" data-turbo="false" action="/tensorflow/community/reactions" accept-charset="UTF-8" method="post"><input type="hidden" name="_method" value="put" autocomplete="off" /><input type="hidden" name="authenticity_token" value="E_IkAbHNcGTg-N8auflmhJ-fUzYEwZ_QKiauCOICg2qtzzgKsBAlFJ_tYI9zTu2Xjfem5L4oCdgN0q7qeqxsBQ" autocomplete="off" /> <input type="hidden" name="input[subjectId]" value="PRRC_kwDOCAowk85BJMNy"> <div class="js-comment-reactions-options d-flex flex-items-center flex-row flex-wrap"> <div class="js-reactions-container"> <details class="dropdown details-reset details-overlay d-inline-block js-all-reactions-popover" hidden> <summary aria-haspopup="true" data-view-component="true" class="Button--link Button--medium Button"> <span class="Button-content"> <span class="Button-label">All reactions</span> </span> </summary> <ul class="dropdown-menu dropdown-menu-se"> </ul> </details> </div> </div> </form></div> </div> </div> </div> </div> </div> </div> </details></turbo-frame> </div> </td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R72" data-line-number="72" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R73" data-line-number="73" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">XlaAttributeError (Currently a py:: lib exception)</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R74" data-line-number="74" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R75" data-line-number="75" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Current implementation[Link to code (https://github.com/tensorflow/tensorflow/blob/master/tensorflow/compiler/xla/python/xla.cc#:~:text=throw%20py%3A%3Aattribute_error(absl%3A%3AStrCat(%22Unknown%20attribute%20%22%2C%20name))%3B)]:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R76" data-line-number="76" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R77" data-line-number="77" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">throw py::attribute_error(absl::StrCat("Unknown attribute ", name));</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R78" data-line-number="78" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R79" data-line-number="79" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Proposed implementation:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R80" data-line-number="80" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R81" data-line-number="81" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">throw XlaAttributeError(absl::StrCat("Unknown attribute ", name))</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R82" data-line-number="82" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R83" data-line-number="83" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R84" data-line-number="84" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">Python UX:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R85" data-line-number="85" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R86" data-line-number="86" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">import xla.exceptions as xla_exceptions</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R87" data-line-number="87" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">try:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R88" data-line-number="88" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> #Some line of code</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R89" data-line-number="89" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">except xla_exceptions.XlaAttributeError:</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R90" data-line-number="90" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"> pass</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R91" data-line-number="91" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R92" data-line-number="92" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">3. Exposing them under a common module at the Python layer</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R93" data-line-number="93" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R94" data-line-number="94" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">We will register these exceptions in Python using pybind.</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R95" data-line-number="95" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R96" data-line-number="96" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">PYBIND11_MODULE(xla.exceptions, m) {</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R97" data-line-number="97" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">auto py_xlaerror = py::register_exception<XlaError>(m, "XlaError");</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R98" data-line-number="98" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">py::register_exception<XlaInvalidArgumentError>(m, "XlaInvalidArgumentError", py_xlaerror.ptr());</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R99" data-line-number="99" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">py::register_exception<XlaInternalError>(m, "XlaInternalError", py_xlaerror.ptr());</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R100" data-line-number="100" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+">}</span></td> </tr> <tr data-hunk="2037622d66ce20c24240e6d0d47c35c553797e1d7031be64195885d6a21f7366" class="show-top-border"> <td class="blob-num blob-num-addition empty-cell"></td> <td id="diff-8ecc8caf7ad793ba4a3b2f59e839ecc67a23b8a6d50f3ff8db6a155bca307815R101" data-line-number="101" class="blob-num blob-num-addition js-linkable-line-number js-code-nav-line-number js-blob-rnum"></td> <td class="blob-code blob-code-addition js-file-line"> <span class='blob-code-inner blob-code-marker js-code-nav-pass ' data-code-marker="+"><br></span></td> </tr> </tbody> </table> </deferred-diff-lines> </div> </div> </div> </copilot-diff-entry> </div> </div> <button type="button" class="js-toggle-all-file-notes" data-hotkey="i" style="display:none">Toggle all file notes</button> <button type="button" class="js-toggle-all-file-annotations" data-hotkey="a" style="display:none">Toggle all file annotations</button> <svg aria-hidden="true" width="100px" height="84px" viewBox="0 0 340 84" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" class="diff-placeholder-svg position-absolute bottom-0"> <defs> <clippath id="diff-placeholder"> <rect x="0" y="0" width="67.0175439" height="11.9298746" rx="2"></rect> <rect x="18.9473684" y="47.7194983" width="100.701754" height="11.9298746" rx="2"></rect> <rect x="0" 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dialog" data-close-dialog> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <div class="octocat-spinner my-6 js-details-dialog-spinner"></div> </details-dialog> </details> </template> <div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;"> <div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;"> </div> </div> <template id="snippet-clipboard-copy-button"> <div class="zeroclipboard-container position-absolute right-0 top-0"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> <template id="snippet-clipboard-copy-button-unpositioned"> <div class="zeroclipboard-container"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> </div> <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div> <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div> </body> </html>