import{s as kr,o as Fr,n as Sr}from"../chunks/scheduler.9bc65507.js";import{S as Dr,i as Br,g as l,s,r as f,m as Or,A as Gr,h as i,f as t,c as o,j as $,u as p,x as g,n as Zr,k as y,y as a,a as n,v as u,d as c,t as b,w as v}from"../chunks/index.707bf1b6.js";import{T as jr}from"../chunks/Tip.c2ecdbf4.js";import{D as C}from"../chunks/Docstring.17db21ae.js";import{C as qe}from"../chunks/CodeBlock.54a9f38d.js";import{E as qr}from"../chunks/ExampleCodeBlock.4f515aa9.js";import{H as St}from"../chunks/Heading.342b1fa6.js";function Xr(we){let d,I="🤗 Transformers has following logging levels:",_,h,x="<li>50: <code>transformers.logging.CRITICAL</code> or <code>transformers.logging.FATAL</code></li> <li>40: <code>transformers.logging.ERROR</code></li> <li>30: <code>transformers.logging.WARNING</code> or <code>transformers.logging.WARN</code></li> <li>20: <code>transformers.logging.INFO</code></li> <li>10: <code>transformers.logging.DEBUG</code></li>";return{c(){d=l("p"),d.textContent=I,_=s(),h=l("ul"),h.innerHTML=x},l(m){d=i(m,"P",{"data-svelte-h":!0}),g(d)!=="svelte-xr075s"&&(d.textContent=I),_=o(m),h=i(m,"UL",{"data-svelte-h":!0}),g(h)!=="svelte-1s22l0g"&&(h.innerHTML=x)},m(m,T){n(m,d,T),n(m,_,T),n(m,h,T)},p:Sr,d(m){m&&(t(d),t(_),t(h))}}}function Yr(we){let d,I="Enable explicit formatting for every HuggingFace Transformers’s logger. The explicit formatter is as follows:",_,h,x;return h=new qe({props:{code:"JTIwJTIwJTIwJTIwJTVCTEVWRUxOQU1FJTdDRklMRU5BTUUlN0NMSU5FJTIwTlVNQkVSJTVEJTIwVElNRSUyMCUzRSUzRSUyME1FU1NBR0U=",highlighted:'    [LEVELNAME|<span class="hljs-type">FILENAME</span>|<span class="hljs-type">LINE</span> NUMBER] TIME &gt;&gt; MESSAGE',wrap:!1}}),{c(){d=l("p"),d.textContent=I,_=s(),f(h.$$.fragment)},l(m){d=i(m,"P",{"data-svelte-h":!0}),g(d)!=="svelte-1db65t5"&&(d.textContent=I),_=o(m),p(h.$$.fragment,m)},m(m,T){n(m,d,T),n(m,_,T),u(h,m,T),x=!0},p:Sr,i(m){x||(c(h.$$.fragment,m),x=!0)},o(m){b(h.$$.fragment,m),x=!1},d(m){m&&(t(d),t(_)),v(h,m)}}}function zr(we){let d,I,_,h,x,m,T,ir="🤗 Transformers has a centralized logging system, so that you can setup the verbosity of the library easily.",Xe,B,ar="Currently the default verbosity of the library is <code>WARNING</code>.",Ye,O,gr=`To change the level of verbosity, just use one of the direct setters. For instance, here is how to change the verbosity
to the INFO level.`,ze,G,Ke,Z,mr=`You can also use the environment variable <code>TRANSFORMERS_VERBOSITY</code> to override the default verbosity. You can set it
to one of the following: <code>debug</code>, <code>info</code>, <code>warning</code>, <code>error</code>, <code>critical</code>. For example:`,Qe,j,et,q,dr=`Additionally, some <code>warnings</code> can be disabled by setting the environment variable
<code>TRANSFORMERS_NO_ADVISORY_WARNINGS</code> to a true value, like <em>1</em>. This will disable any warning that is logged using
<code>logger.warning_advice</code>. For example:`,tt,X,rt,Y,fr="Here is an example of how to use the same logger as the library in your own module or script:",nt,z,st,K,pr=`All the methods of this logging module are documented below, the main ones are
<a href="/docs/transformers/v4.39.1/en/main_classes/logging#transformers.utils.logging.get_verbosity">logging.get_verbosity()</a> to get the current level of verbosity in the logger and
<a href="/docs/transformers/v4.39.1/en/main_classes/logging#transformers.utils.logging.set_verbosity">logging.set_verbosity()</a> to set the verbosity to the level of your choice. In order (from the least
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warnings. This the default level used by the library.</li> <li><code>transformers.logging.INFO</code> (int value, 20): reports error, warnings and basic information.</li> <li><code>transformers.logging.DEBUG</code> (int value, 10): report all information.</li>`,lt,ee,cr='By default, <code>tqdm</code> progress bars will be displayed during model download. <a href="/docs/transformers/v4.39.1/en/main_classes/logging#transformers.utils.logging.disable_progress_bar">logging.disable_progress_bar()</a> and <a href="/docs/transformers/v4.39.1/en/main_classes/logging#transformers.utils.logging.enable_progress_bar">logging.enable_progress_bar()</a> can be used to suppress or unsuppress this behavior.',it,te,at,re,br=`Python has two logging systems that are often used in conjunction: <code>logging</code>, which is explained above, and <code>warnings</code>,
which allows further classification of warnings in specific buckets, e.g., <code>FutureWarning</code> for a feature or path
that has already been deprecated and <code>DeprecationWarning</code> to indicate an upcoming deprecation.`,gt,ne,vr=`We use both in the <code>transformers</code> library. We leverage and adapt <code>logging</code>’s <code>captureWarning</code> method to allow
management of these warning messages by the verbosity setters above.`,mt,se,hr="What does that mean for developers of the library? We should respect the following heuristic:",dt,oe,$r="<li><code>warnings</code> should be favored for developers of the library and libraries dependent on <code>transformers</code></li> <li><code>logging</code> should be used for end-users of the library using it in every-day projects</li>",ft,le,yr="See reference of the <code>captureWarnings</code> method below.",pt,w,ie,kt,Ce,_r=`Calls the <code>captureWarnings</code> method from the logging library to enable management of the warnings emitted by the
<code>warnings</code> library.`,Ft,Le,xr=`Read more about this method here:
<a href="https://docs.python.org/3/library/logging.html#integration-with-the-warnings-module" rel="nofollow">https://docs.python.org/3/library/logging.html#integration-with-the-warnings-module</a>`,Dt,Me,Tr="All warnings will be logged through the <code>py.warnings</code> logger.",Bt,Re,wr=`Careful: this method also adds a handler to this logger if it does not already have one, and updates the logging
level of that logger to the library’s root logger.`,ut,ae,ct,H,ge,Ot,Ee,Cr="Set the verbosity to the <code>ERROR</code> level.",bt,J,me,Gt,Ie,Lr="Set the verbosity to the <code>WARNING</code> level.",vt,P,de,Zt,Ne,Mr="Set the verbosity to the <code>INFO</code> level.",ht,A,fe,jt,He,Rr="Set the verbosity to the <code>DEBUG</code> level.",$t,pe,yt,M,ue,qt,Je,Er="Return the current level for the 🤗 Transformers’s root logger as an int.",Xt,F,_t,V,ce,Yt,Pe,Ir="Set the verbosity level for the 🤗 Transformers’s root logger.",xt,R,be,zt,Ae,Nr="Return a logger with the specified name.",Kt,Ve,Hr="This function is not supposed to be directly accessed unless you are writing a custom transformers module.",Tt,W,ve,Qt,We,Jr="Enable the default handler of the HuggingFace Transformers’s root logger.",wt,U,he,er,Ue,Pr="Disable the default handler of the HuggingFace Transformers’s root logger.",Ct,N,$e,tr,D,rr,Lt,E,ye,nr,Se,Ar="Resets the formatting for HuggingFace Transformers’s loggers.",sr,ke,Vr="All handlers currently bound to the root logger are affected by this method.",Mt,S,_e,or,Fe,Wr="Enable tqdm progress bar.",Rt,k,xe,lr,De,Ur="Disable tqdm progress bar.",Et,Ze,It;return x=new St({props:{title:"Logging",local:"logging",headingTag:"h1"}}),G=new qe({props:{code:"aW1wb3J0JTIwdHJhbnNmb3JtZXJzJTBBJTBBdHJhbnNmb3JtZXJzLmxvZ2dpbmcuc2V0X3ZlcmJvc2l0eV9pbmZvKCk=",highlighted:`<span class="hljs-keyword">import</span> transformers

transformers.logging.set_verbosity_info()`,wrap:!1}}),j=new qe({props:{code:"VFJBTlNGT1JNRVJTX1ZFUkJPU0lUWSUzRGVycm9yJTIwLiUyRm15cHJvZ3JhbS5weQ==",highlighted:"TRANSFORMERS_VERBOSITY=error ./myprogram.py",wrap:!1}}),X=new qe({props:{code:"VFJBTlNGT1JNRVJTX05PX0FEVklTT1JZX1dBUk5JTkdTJTNEMSUyMC4lMkZteXByb2dyYW0ucHk=",highlighted:"TRANSFORMERS_NO_ADVISORY_WARNINGS=1 ./myprogram.py",wrap:!1}}),z=new qe({props:{code:"ZnJvbSUyMHRyYW5zZm9ybWVycy51dGlscyUyMGltcG9ydCUyMGxvZ2dpbmclMEElMEFsb2dnaW5nLnNldF92ZXJib3NpdHlfaW5mbygpJTBBbG9nZ2VyJTIwJTNEJTIwbG9nZ2luZy5nZXRfbG9nZ2VyKCUyMnRyYW5zZm9ybWVycyUyMiklMEFsb2dnZXIuaW5mbyglMjJJTkZPJTIyKSUwQWxvZ2dlci53YXJuaW5nKCUyMldBUk4lMjIp",highlighted:`<span class="hljs-keyword">from</span> transformers.utils <span class="hljs-keyword">import</span> logging

logging.set_verbosity_info()
logger = logging.get_logger(<span class="hljs-string">&quot;transformers&quot;</span>)
logger.info(<span class="hljs-string">&quot;INFO&quot;</span>)
logger.warning(<span class="hljs-string">&quot;WARN&quot;</span>)`,wrap:!1}}),te=new St({props:{title:"logging vs warnings",local:"transformers.utils.logging.captureWarnings",headingTag:"h2"}}),ie=new C({props:{name:"transformers.utils.logging.captureWarnings",anchor:"transformers.utils.logging.captureWarnings",parameters:[{name:"capture",val:""}],source:"https://github.com/huggingface/transformers/blob/v4.39.1/src/transformers/utils/logging.py#L125"}}),ae=new St({props:{title:"Base setters",local:"transformers.utils.logging.set_verbosity_error",headingTag:"h2"}}),ge=new C({props:{name:"transformers.utils.logging.set_verbosity_error",anchor:"transformers.utils.logging.set_verbosity_error",parameters:[],source:"https://github.com/huggingface/transformers/blob/v4.39.1/src/transformers/utils/logging.py#L219"}}),me=new C({props:{name:"transformers.utils.logging.set_verbosity_warning",anchor:"transformers.utils.logging.set_verbosity_warning",parameters:[],source:"https://github.com/huggingface/transformers/blob/v4.39.1/src/transformers/utils/logging.py#L209"}}),de=new C({props:{name:"transformers.utils.logging.set_verbosity_info",anchor:"transformers.utils.logging.set_verbosity_info",parameters:[],source:"https://github.com/huggingface/transformers/blob/v4.39.1/src/transformers/utils/logging.py#L204"}}),fe=new C({props:{name:"transformers.utils.logging.set_verbosity_debug",anchor:"transformers.utils.logging.set_verbosity_debug",parameters:[],source:"https://github.com/huggingface/transformers/blob/v4.39.1/src/transformers/utils/logging.py#L214"}}),pe=new St({props:{title:"Other functions",local:"transformers.utils.logging.get_verbosity",headingTag:"h2"}}),ue=new C({props:{name:"transformers.utils.logging.get_verbosity",anchor:"transformers.utils.logging.get_verbosity",parameters:[],source:"https://github.com/huggingface/transformers/blob/v4.39.1/src/transformers/utils/logging.py#L162",returnDescription:`<script context="module">export const metadata = 'undefined';<\/script>


<p>The logging level.</p>
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<p><code>int</code></p>
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Logging level, e.g., one of:</p>
<ul>
<li><code>transformers.logging.CRITICAL</code> or <code>transformers.logging.FATAL</code></li>
<li><code>transformers.logging.ERROR</code></li>
<li><code>transformers.logging.WARNING</code> or <code>transformers.logging.WARN</code></li>
<li><code>transformers.logging.INFO</code></li>
<li><code>transformers.logging.DEBUG</code></li>
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