import{s as Dr,o as Br,n as Fr}from"../chunks/scheduler.25b97de1.js";import{S as Or,i as Gr,g as l,s,r as d,m as Zr,A as jr,h as i,f as t,c as o,j as $,u as f,x as g,n as qr,k as y,y as a,a as n,v as p,d as u,t as c,w as b}from"../chunks/index.d9030fc9.js";import{T as Xr}from"../chunks/Tip.baa67368.js";import{D as C}from"../chunks/Docstring.ffac8efa.js";import{C as Xe}from"../chunks/CodeBlock.e6cd0d95.js";import{E as Yr}from"../chunks/ExampleCodeBlock.22dfe688.js";import{H as Ft,E as zr}from"../chunks/EditOnGithub.91d95064.js";function Kr(Ce){let h,I="🤗 Transformers has following logging levels:",_,v,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(){h=l("p"),h.textContent=I,_=s(),v=l("ul"),v.innerHTML=x},l(m){h=i(m,"P",{"data-svelte-h":!0}),g(h)!=="svelte-xr075s"&&(h.textContent=I),_=o(m),v=i(m,"UL",{"data-svelte-h":!0}),g(v)!=="svelte-1s22l0g"&&(v.innerHTML=x)},m(m,T){n(m,h,T),n(m,_,T),n(m,v,T)},p:Fr,d(m){m&&(t(h),t(_),t(v))}}}function Qr(Ce){let h,I="Enable explicit formatting for every HuggingFace Transformers’s logger. The explicit formatter is as follows:",_,v,x;return v=new Xe({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(){h=l("p"),h.textContent=I,_=s(),d(v.$$.fragment)},l(m){h=i(m,"P",{"data-svelte-h":!0}),g(h)!=="svelte-1db65t5"&&(h.textContent=I),_=o(m),f(v.$$.fragment,m)},m(m,T){n(m,h,T),n(m,_,T),p(v,m,T),x=!0},p:Fr,i(m){x||(u(v.$$.fragment,m),x=!0)},o(m){c(v.$$.fragment,m),x=!1},d(m){m&&(t(h),t(_)),b(v,m)}}}function en(Ce){let h,I,_,v,x,m,T,gr="🤗 Transformers has a centralized logging system, so that you can setup the verbosity of the library easily.",Ye,B,mr="Currently the default verbosity of the library is <code>WARNING</code>.",ze,O,dr=`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.`,Ke,G,Qe,Z,fr=`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>, <code>fatal</code>. For example:`,et,j,tt,q,pr=`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:`,rt,X,nt,Y,ur="Here is an example of how to use the same logger as the library in your own module or script:",st,z,ot,K,cr=`All the methods of this logging module are documented below, the main ones are
<a href="/docs/transformers/main/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/main/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
verbose to the most verbose), those levels (with their corresponding int values in parenthesis) are:`,lt,Q,br=`<li><code>transformers.logging.CRITICAL</code> or <code>transformers.logging.FATAL</code> (int value, 50): only report the most
critical errors.</li> <li><code>transformers.logging.ERROR</code> (int value, 40): only report errors.</li> <li><code>transformers.logging.WARNING</code> or <code>transformers.logging.WARN</code> (int value, 30): only reports error and
warnings. This is 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>`,it,ee,hr='By default, <code>tqdm</code> progress bars will be displayed during model download. <a href="/docs/transformers/main/en/main_classes/logging#transformers.utils.logging.disable_progress_bar">logging.disable_progress_bar()</a> and <a href="/docs/transformers/main/en/main_classes/logging#transformers.utils.logging.enable_progress_bar">logging.enable_progress_bar()</a> can be used to suppress or unsuppress this behavior.',at,te,gt,re,vr=`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.`,mt,ne,$r=`We use both in the <code>transformers</code> library. We leverage and adapt <code>logging</code>’s <code>captureWarnings</code> method to allow
management of these warning messages by the verbosity setters above.`,dt,se,yr="What does that mean for developers of the library? We should respect the following heuristics:",ft,oe,_r="<li><code>warnings</code> should be favored for developers of the library and libraries dependent on <code>transformers</code></li> <li><code>logging</code> should be used for end-users of the library using it in every-day projects</li>",pt,le,xr="See reference of the <code>captureWarnings</code> method below.",ut,w,ie,Dt,Le,Tr=`Calls the <code>captureWarnings</code> method from the logging library to enable management of the warnings emitted by the
<code>warnings</code> library.`,Bt,Me,wr=`Read more about this method here:
<a href="https://docs.python.org/3/library/logging.html#integration-with-the-warnings-module" rel="nofollow">https://docs.python.org/3/library/logging.html#integration-with-the-warnings-module</a>`,Ot,Re,Cr="All warnings will be logged through the <code>py.warnings</code> logger.",Gt,Ee,Lr=`Careful: this method also adds a handler to this logger if it does not already have one, and updates the logging
level of that logger to the library’s root logger.`,ct,ae,bt,H,ge,Zt,Ie,Mr="Set the verbosity to the <code>ERROR</code> level.",ht,J,me,jt,Ne,Rr="Set the verbosity to the <code>WARNING</code> level.",vt,P,de,qt,He,Er="Set the verbosity to the <code>INFO</code> level.",$t,A,fe,Xt,Je,Ir="Set the verbosity to the <code>DEBUG</code> level.",yt,pe,_t,M,ue,Yt,Pe,Nr="Return the current level for the 🤗 Transformers’s root logger as an int.",zt,F,xt,V,ce,Kt,Ae,Hr="Set the verbosity level for the 🤗 Transformers’s root logger.",Tt,R,be,Qt,Ve,Jr="Return a logger with the specified name.",er,We,Pr="This function is not supposed to be directly accessed unless you are writing a custom transformers module.",wt,W,he,tr,Ue,Ar="Enable the default handler of the HuggingFace Transformers’s root logger.",Ct,U,ve,rr,Se,Vr="Disable the default handler of the HuggingFace Transformers’s root logger.",Lt,N,$e,nr,D,sr,Mt,E,ye,or,ke,Wr="Resets the formatting for HuggingFace Transformers’s loggers.",lr,Fe,Ur="All handlers currently bound to the root logger are affected by this method.",Rt,S,_e,ir,De,Sr="Enable tqdm progress bar.",Et,k,xe,ar,Be,kr="Disable tqdm progress bar.",It,Te,Nt,je,Ht;return x=new Ft({props:{title:"Logging",local:"logging",headingTag:"h1"}}),G=new Xe({props:{code:"aW1wb3J0JTIwdHJhbnNmb3JtZXJzJTBBJTBBdHJhbnNmb3JtZXJzLmxvZ2dpbmcuc2V0X3ZlcmJvc2l0eV9pbmZvKCk=",highlighted:`<span class="hljs-keyword">import</span> transformers

transformers.logging.set_verbosity_info()`,wrap:!1}}),j=new Xe({props:{code:"VFJBTlNGT1JNRVJTX1ZFUkJPU0lUWSUzRGVycm9yJTIwLiUyRm15cHJvZ3JhbS5weQ==",highlighted:"TRANSFORMERS_VERBOSITY=error ./myprogram.py",wrap:!1}}),X=new Xe({props:{code:"VFJBTlNGT1JNRVJTX05PX0FEVklTT1JZX1dBUk5JTkdTJTNEMSUyMC4lMkZteXByb2dyYW0ucHk=",highlighted:"TRANSFORMERS_NO_ADVISORY_WARNINGS=1 ./myprogram.py",wrap:!1}}),z=new Xe({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 Ft({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/main/src/transformers/utils/logging.py#L125"}}),ae=new Ft({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/main/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/main/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/main/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/main/src/transformers/utils/logging.py#L214"}}),pe=new Ft({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/main/src/transformers/utils/logging.py#L162",returnDescription:`<script context="module">export const metadata = 'undefined';<\/script>


<p>The logging level.</p>
`,returnType:`<script context="module">export const metadata = 'undefined';<\/script>


<p><code>int</code></p>
`}}),F=new Xr({props:{$$slots:{default:[Kr]},$$scope:{ctx:Ce}}}),ce=new C({props:{name:"transformers.utils.logging.set_verbosity",anchor:"transformers.utils.logging.set_verbosity",parameters:[{name:"verbosity",val:": int"}],parametersDescription:[{anchor:"transformers.utils.logging.set_verbosity.verbosity",description:`<strong>verbosity</strong> (<code>int</code>) &#x2014;
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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