From 1697bf0a802789dad96dfa72fa3bccdfbc7f71c9 Mon Sep 17 00:00:00 2001 From: Siemon de Lange Date: Thu, 6 Oct 2022 15:13:58 +0200 Subject: [PATCH 1/8] Edit json styling --- docs/structural_pipeline.rst | 31 ++++++++++++++++++------------- 1 file changed, 18 insertions(+), 13 deletions(-) diff --git a/docs/structural_pipeline.rst b/docs/structural_pipeline.rst index 5e76940..f198074 100644 --- a/docs/structural_pipeline.rst +++ b/docs/structural_pipeline.rst @@ -52,17 +52,19 @@ Custom preprocessing script ################################################ The user can also specify a custom preprocessing script using the :term:`preprocessingScript` configuration parameter. The custom preprocessing script will get all general and structural_preprocessing configuration parameters as input (in the form: ``--parameterName=parameterValue``). For example, when using the configuration parameters - .. code-block:: JSON + .. code-block:: json - "structural_preprocessing":{ - "dwiFile": "DTI/DTI.nii.gz", - "customParameter": "test", - "preprocessingScript": "CONFIGDIR/my_custom_script.sh" - } + { + "structural_preprocessing":{ + "dwiFile": "DTI/DTI.nii.gz", + "customParameter": "test", + "preprocessingScript": "CONFIGDIR/my_custom_script.sh" + } + } then the structural_preprocessing script executes the script ``my_custom_script.sh`` that is located in the same directory as the configuration file with ``customParameter`` as one of the input arguments: - .. code-block:: JSON + .. code-block:: /some/directory/my_custom_scipt.sh \ --dwiFile="DTI/DTI.nii.gz" \ @@ -194,14 +196,17 @@ Comparing the four reconstruction methods, DTI is a robust and simple method, wh Export diffusion measures to NIFTI ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -The :ref:`reconstruction_diffusion` step provides the user with the additional option to export diffusion measures to a NIFTI volume file :term:`diffusionMeasuresFileNifti `. To export fractional anisotropy, axial diffusivity, radial diffusivity and mean diffusivity measures to a file, add the following parameters to the ``reconstruction_diffusion`` section in the configuration file:: +The :ref:`reconstruction_diffusion` step provides the user with the additional option to export diffusion measures to a NIFTI volume file :term:`diffusionMeasuresFileNifti `. To export fractional anisotropy, axial diffusivity, radial diffusivity and mean diffusivity measures to a file, add the following parameters to the ``reconstruction_diffusion`` section in the configuration file: - "exportNifti":{ - "exportNifti": true, - "measures": ["fractional anisotropy", "axial diffusivity", "radial diffusivity", "mean diffusivity"], - "diffusionMeasuresFileNifti": "OUTPUTDIR/SUBJECT_MEASURE.nii.gz" - } + .. code-block:: json + { + "exportNifti":{ + "exportNifti": true, + "measures": ["fractional anisotropy", "axial diffusivity", "radial diffusivity", "mean diffusivity"], + "diffusionMeasuresFileNifti": "OUTPUTDIR/SUBJECT_MEASURE.nii.gz" + } + } .. _reconstruction_fibers: From 3a69c63b3c54d009d787b8b0a87a58f8d43a6907 Mon Sep 17 00:00:00 2001 From: Siemon de Lange Date: Thu, 6 Oct 2022 15:14:40 +0200 Subject: [PATCH 2/8] Edit installation docs to use FS 7.0.0 --- docs/installation.rst | 11 +++-------- 1 file changed, 3 insertions(+), 8 deletions(-) diff --git a/docs/installation.rst b/docs/installation.rst index e72dc07..33aca39 100644 --- a/docs/installation.rst +++ b/docs/installation.rst @@ -4,7 +4,7 @@ Installation ================= -Download +Download -------------------- Compiled binaries of the latest toolbox version: @@ -12,7 +12,7 @@ Compiled binaries of the latest toolbox version: .. raw:: html :file: ../_static/emailform.html -and all source code is available on `the GitHub repository `_. +and all source code is available on `the GitHub repository `_. CATO is also available as Docker image on `Docker Hub `_. Example configuration files can be downloaded (or use the :ref:`online Configuration Assistant `): @@ -120,9 +120,4 @@ The third required software package is FreeSurfer. Downloads and instructions ar http://www.freesurfer.net/fswiki/DownloadAndInstall -The pipeline is tested with FreeSurfer version 6.0.0. Using newest FreeSurfer release ( > v7.0.0) results in a known error when using the example preprocessing scripts. The example preprocessing scripts try to clean-up the intermediate files produced by ``bbregister``, but the name of the log-file produced by ``bbregister`` in version 7.0.0. changed. As a result when the pipeline tries to delete the log-file (using the old name), it cannot be deleted resulting in an error. In the next version of CATO, the preprocessing scripts will be updated, for now this error can be fixed by deleting the following line from the preprocessing script:: - - rm "$registrationMatrixFile".{mincost,param,sum,log} - -This **does not affect** the processing in any way, it justs results in more files in the output directory. - +The pipeline is tested with FreeSurfer version 7.2.0. \ No newline at end of file From 8ef0ee2c47b39acb2e9eb1a9679d0d7e45ffd29f Mon Sep 17 00:00:00 2001 From: Siemon de Lange Date: Thu, 6 Oct 2022 15:14:54 +0200 Subject: [PATCH 3/8] Add docs on BIDS format --- docs/examples.rst | 42 ++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 40 insertions(+), 2 deletions(-) diff --git a/docs/examples.rst b/docs/examples.rst index 4fa78d0..d0dbadf 100644 --- a/docs/examples.rst +++ b/docs/examples.rst @@ -20,7 +20,7 @@ This example processes Subject 0001 using the ``preprocess_eddy.sh`` preprocessi The following configuration file provides the minimum parameters that need to be specified. Copy the text and save it in a file (e.g. ``/Volumes/Example/CATO.conf``). - .. code-block:: JSON + .. code-block:: { "general":{ @@ -132,7 +132,7 @@ Functional processing example -------------------------------------- This example processes EXAMPLESUBJECT using the ``preprocess_default.sh`` preprocessing script. This preprocessing script performs a.o. slice time correction, motion correction, and mapping of the T1 parcellation to the rs-fMRI image (see :ref:`functional_preprocessing`). The following configuration file provides the minimum parameters to run the functional pipeline (including applying a bandpass filter and scrubbing). Copy the text and save it in a file (e.g. ``/Volumes/Example/CATO_functional.conf``). - .. code-block:: JSON + .. code-block:: json { "general":{ @@ -193,3 +193,41 @@ To run the functional pipeline with this configuration file: functional_pipeline(subjectDir, ... 'configurationFile', configurationFile); +BIDS formatted data +----------------------------- +Brain imaging data structured according to the BIDS format is organized consistently, making it easy to process such datasets with CATO. Datasets will differ in their acquisition and scanner parameters, so makes it always important to adjust the configuration file to the dataset used. Parameters that are often the same for BIDS datasets are listed below. In this example, FreeSurfer reconstructions are expected in the `derivatives` subfolder of the dataset and the output of CATO will go into this `derivatives` folder as well. + +**Structural pipeline** + +.. code-block:: json + + { + "general":{ + "derivativesDir":"../derivatives", + "freesurferDir": "DERIVATIVESDIR/freesurfer/SUBJECT", + "outputDir": "DERIVATIVESDIR/cato_structural/SUBJECT" + }, + "structural_preprocessing": { + "rawBvalsFile": "ses-1/dwi/SUBJECT_ses-1_dwi.bval", + "rawBvecsFile": "ses-1/dwi/SUBJECT_ses-1_dwi.bvec", + "dwiFile": "ses-1/dwi/SUBJECT_ses-1_dwi.nii.gz" + } + } + +**Functional pipeline** + +.. code-block:: json + + { + "general":{ + "derivativesDir":"../derivatives", + "freesurferDir": "DERIVATIVESDIR/freesurfer/SUBJECT", + "outputDir": "DERIVATIVESDIR/cato_functional/SUBJECT" + }, + "functional_preprocessing": { + "fmriFile": "SUBJECT/ses-1/func/SUBJECT_ses-1_task-rest_bold.nii.gz" + } + } + + + From 63a308e1713eebe4d2f49102bd6ad2c7642000da Mon Sep 17 00:00:00 2001 From: Siemon de Lange Date: Tue, 29 Nov 2022 17:44:09 +0100 Subject: [PATCH 4/8] Add Melodic+FIX preprocessing example --- docs/examples.rst | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docs/examples.rst b/docs/examples.rst index d0dbadf..98f62da 100644 --- a/docs/examples.rst +++ b/docs/examples.rst @@ -229,5 +229,11 @@ Brain imaging data structured according to the BIDS format is organized consiste } } +fMRI preprocessing with Melodic + Fix +----------------------------------------------------- +Artifacts can be removed from the fMRI data using using an independent component analysis (ICA) approach in which the fMRI signal is decomposed into ICA components and "noise" components (including motion, non-neural physiological and scanner artifacts) are removed. An example preprocessing script for this approach using `FSL Fix`_ and `FSL Melodic`_ is provided on the `GitHub repository `_. This example preprocessing script is currently in development and can be discussed in the associated `pull request `_. + + + From d3c9cccb6d7f4599405e1a9d52bbc2ff2c89f7d1 Mon Sep 17 00:00:00 2001 From: Siemon de Lange Date: Wed, 30 Nov 2022 14:45:24 +0100 Subject: [PATCH 5/8] Update index page --- _index/assets/bootstrap/css/bootstrap.min.css | 8 +- _index/assets/bootstrap/js/bootstrap.min.js | 7 +- _index/assets/css/Highlight-Phone.css | 4 +- _index/assets/css/styles.css | 6 + _index/assets/img/methods.svg | 1553 +++++++++++++++++ _index/index.html | 27 +- _static/emailform.html | 4 +- 7 files changed, 1584 insertions(+), 25 deletions(-) create mode 100644 _index/assets/img/methods.svg diff --git a/_index/assets/bootstrap/css/bootstrap.min.css b/_index/assets/bootstrap/css/bootstrap.min.css index 6e314df..493c086 100644 --- a/_index/assets/bootstrap/css/bootstrap.min.css +++ b/_index/assets/bootstrap/css/bootstrap.min.css @@ -1,6 +1,6 @@ /*! - * Bootstrap v4.5.2 (https://getbootstrap.com/) - * Copyright 2011-2020 The Bootstrap Authors - * Copyright 2011-2020 Twitter, Inc. + * Bootstrap v4.6.1 (https://getbootstrap.com/) + * Copyright 2011-2021 The Bootstrap Authors + * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) - */:root{--blue:#007bff;--indigo:#6610f2;--purple:#6f42c1;--pink:#e83e8c;--red:#dc3545;--orange:#fd7e14;--yellow:#ffc107;--green:#28a745;--teal:#20c997;--cyan:#17a2b8;--white:#fff;--gray:#6c757d;--gray-dark:#343a40;--primary:#007bff;--secondary:#6c757d;--success:#28a745;--info:#17a2b8;--warning:#ffc107;--danger:#dc3545;--light:#f8f9fa;--dark:#343a40;--breakpoint-xs:0;--breakpoint-sm:576px;--breakpoint-md:768px;--breakpoint-lg:992px;--breakpoint-xl:1200px;--font-family-sans-serif:-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto Sans",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color 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t=this;this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._showBackdrop((function(){e(document.body).removeClass("modal-open"),t._resetAdjustments(),t._resetScrollbar(),e(t._element).trigger("hidden.bs.modal")}))},n._removeBackdrop=function(){this._backdrop&&(e(this._backdrop).remove(),this._backdrop=null)},n._showBackdrop=function(t){var n=this,i=e(this._element).hasClass("fade")?"fade":"";if(this._isShown&&this._config.backdrop){if(this._backdrop=document.createElement("div"),this._backdrop.className="modal-backdrop",i&&this._backdrop.classList.add(i),e(this._backdrop).appendTo(document.body),e(this._element).on("click.dismiss.bs.modal",(function(t){n._ignoreBackdropClick?n._ignoreBackdropClick=!1:t.target===t.currentTarget&&n._triggerBackdropTransition()})),i&&s.reflow(this._backdrop),e(this._backdrop).addClass("show"),!t)return;if(!i)return 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parseFloat(t["border"+n+"Width"])+parseFloat(t["border"+i+"Width"])}function st(t,e,n,i){return Math.max(e["offset"+t],e["scroll"+t],n["client"+t],n["offset"+t],n["scroll"+t],tt(10)?parseInt(n["offset"+t])+parseInt(i["margin"+("Height"===t?"Top":"Left")])+parseInt(i["margin"+("Height"===t?"Bottom":"Right")]):0)}function lt(t){var e=t.body,n=t.documentElement,i=tt(10)&&getComputedStyle(n);return{height:st("Height",e,n,i),width:st("Width",e,n,i)}}var ut=function(t,e){if(!(t instanceof e))throw new TypeError("Cannot call a class as a function")},ft=function(){function t(t,e){for(var n=0;n2&&void 0!==arguments[2]&&arguments[2],i=tt(10),o="HTML"===e.nodeName,r=pt(t),a=pt(e),s=G(t),l=K(e),u=parseFloat(l.borderTopWidth),f=parseFloat(l.borderLeftWidth);n&&o&&(a.top=Math.max(a.top,0),a.left=Math.max(a.left,0));var d=ht({top:r.top-a.top-u,left:r.left-a.left-f,width:r.width,height:r.height});if(d.marginTop=0,d.marginLeft=0,!i&&o){var 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0!==arguments[4]&&arguments[4],r={top:0,left:0},a=o?vt(t):it(t,$(e));if("viewport"===i)r=gt(a,o);else{var s=void 0;"scrollParent"===i?"BODY"===(s=G(X(e))).nodeName&&(s=t.ownerDocument.documentElement):s="window"===i?t.ownerDocument.documentElement:i;var l=mt(s,a,o);if("HTML"!==s.nodeName||_t(a))r=l;else{var u=lt(t.ownerDocument),f=u.height,d=u.width;r.top+=l.top-l.marginTop,r.bottom=f+l.top,r.left+=l.left-l.marginLeft,r.right=d+l.left}}var c="number"==typeof(n=n||0);return r.left+=c?n:n.left||0,r.top+=c?n:n.top||0,r.right-=c?n:n.right||0,r.bottom-=c?n:n.bottom||0,r}function yt(t){return t.width*t.height}function Et(t,e,n,i,o){var r=arguments.length>5&&void 0!==arguments[5]?arguments[5]:0;if(-1===t.indexOf("auto"))return t;var a=bt(n,i,r,o),s={top:{width:a.width,height:e.top-a.top},right:{width:a.right-e.right,height:a.height},bottom:{width:a.width,height:a.bottom-e.bottom},left:{width:e.left-a.left,height:a.height}},l=Object.keys(s).map((function(t){return ct({key:t},s[t],{area:yt(s[t])})})).sort((function(t,e){return e.area-t.area})),u=l.filter((function(t){var e=t.width,i=t.height;return e>=n.clientWidth&&i>=n.clientHeight})),f=u.length>0?u[0].key:l[0].key,d=t.split("-")[1];return f+(d?"-"+d:"")}function wt(t,e,n){var i=arguments.length>3&&void 0!==arguments[3]?arguments[3]:null,o=i?vt(e):it(e,$(n));return mt(n,o,i)}function Tt(t){var e=t.ownerDocument.defaultView.getComputedStyle(t),n=parseFloat(e.marginTop||0)+parseFloat(e.marginBottom||0),i=parseFloat(e.marginLeft||0)+parseFloat(e.marginRight||0);return{width:t.offsetWidth+i,height:t.offsetHeight+n}}function Ct(t){var e={left:"right",right:"left",bottom:"top",top:"bottom"};return t.replace(/left|right|bottom|top/g,(function(t){return e[t]}))}function St(t,e,n){n=n.split("-")[0];var i=Tt(t),o={width:i.width,height:i.height},r=-1!==["right","left"].indexOf(n),a=r?"top":"left",s=r?"left":"top",l=r?"height":"width",u=r?"width":"height";return o[a]=e[a]+e[l]/2-i[l]/2,o[s]=n===s?e[s]-i[u]:e[Ct(s)],o}function Nt(t,e){return Array.prototype.find?t.find(e):t.filter(e)[0]}function Dt(t,e,n){return(void 0===n?t:t.slice(0,function(t,e,n){if(Array.prototype.findIndex)return t.findIndex((function(t){return t.name===n}));var i=Nt(t,(function(t){return t.name===n}));return t.indexOf(i)}(t,0,n))).forEach((function(t){t.function&&console.warn("`modifier.function` is deprecated, use `modifier.fn`!");var n=t.function||t.fn;t.enabled&&z(n)&&(e.offsets.popper=ht(e.offsets.popper),e.offsets.reference=ht(e.offsets.reference),e=n(e,t))})),e}function At(){if(!this.state.isDestroyed){var t={instance:this,styles:{},arrowStyles:{},attributes:{},flipped:!1,offsets:{}};t.offsets.reference=wt(this.state,this.popper,this.reference,this.options.positionFixed),t.placement=Et(this.options.placement,t.offsets.reference,this.popper,this.reference,this.options.modifiers.flip.boundariesElement,this.options.modifiers.flip.padding),t.originalPlacement=t.placement,t.positionFixed=this.options.positionFixed,t.offsets.popper=St(this.popper,t.offsets.reference,t.placement),t.offsets.popper.position=this.options.positionFixed?"fixed":"absolute",t=Dt(this.modifiers,t),this.state.isCreated?this.options.onUpdate(t):(this.state.isCreated=!0,this.options.onCreate(t))}}function kt(t,e){return t.some((function(t){var n=t.name;return t.enabled&&n===e}))}function It(t){for(var e=[!1,"ms","Webkit","Moz","O"],n=t.charAt(0).toUpperCase()+t.slice(1),i=0;i1&&void 0!==arguments[1]&&arguments[1],n=Qt.indexOf(t),i=Qt.slice(n+1).concat(Qt.slice(0,n));return e?i.reverse():i}var Ut={placement:"bottom",positionFixed:!1,eventsEnabled:!0,removeOnDestroy:!1,onCreate:function(){},onUpdate:function(){},modifiers:{shift:{order:100,enabled:!0,fn:function(t){var e=t.placement,n=e.split("-")[0],i=e.split("-")[1];if(i){var o=t.offsets,r=o.reference,a=o.popper,s=-1!==["bottom","top"].indexOf(n),l=s?"left":"top",u=s?"width":"height",f={start:dt({},l,r[l]),end:dt({},l,r[l]+r[u]-a[u])};t.offsets.popper=ct({},a,f[i])}return t}},offset:{order:200,enabled:!0,fn:function(t,e){var n,i=e.offset,o=t.placement,r=t.offsets,a=r.popper,s=r.reference,l=o.split("-")[0];return n=Rt(+i)?[+i,0]:function(t,e,n,i){var o=[0,0],r=-1!==["right","left"].indexOf(i),a=t.split(/(\+|\-)/).map((function(t){return t.trim()})),s=a.indexOf(Nt(a,(function(t){return-1!==t.search(/,|\s/)})));a[s]&&-1===a[s].indexOf(",")&&console.warn("Offsets separated by white space(s) are deprecated, use a comma (,) instead.");var l=/\s*,\s*|\s+/,u=-1!==s?[a.slice(0,s).concat([a[s].split(l)[0]]),[a[s].split(l)[1]].concat(a.slice(s+1))]:[a];return u=u.map((function(t,i){var o=(1===i?!r:r)?"height":"width",a=!1;return t.reduce((function(t,e){return""===t[t.length-1]&&-1!==["+","-"].indexOf(e)?(t[t.length-1]=e,a=!0,t):a?(t[t.length-1]+=e,a=!1,t):t.concat(e)}),[]).map((function(t){return function(t,e,n,i){var o=t.match(/((?:\-|\+)?\d*\.?\d*)(.*)/),r=+o[1],a=o[2];return 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f[t]l[t]&&!e.escapeWithReference&&(i=Math.min(f[n],l[t]-("right"===t?f.width:f.height))),dt({},n,i)}};return u.forEach((function(t){var e=-1!==["left","top"].indexOf(t)?"primary":"secondary";f=ct({},f,d[e](t))})),t.offsets.popper=f,t},priority:["left","right","top","bottom"],padding:5,boundariesElement:"scrollParent"},keepTogether:{order:400,enabled:!0,fn:function(t){var e=t.offsets,n=e.popper,i=e.reference,o=t.placement.split("-")[0],r=Math.floor,a=-1!==["top","bottom"].indexOf(o),s=a?"right":"bottom",l=a?"left":"top",u=a?"width":"height";return n[s]r(i[s])&&(t.offsets.popper[l]=r(i[s])),t}},arrow:{order:500,enabled:!0,fn:function(t,e){var n;if(!qt(t.instance.modifiers,"arrow","keepTogether"))return t;var i=e.element;if("string"==typeof i){if(!(i=t.instance.popper.querySelector(i)))return t}else if(!t.instance.popper.contains(i))return console.warn("WARNING: `arrow.element` must be child of its popper element!"),t;var o=t.placement.split("-")[0],r=t.offsets,a=r.popper,s=r.reference,l=-1!==["left","right"].indexOf(o),u=l?"height":"width",f=l?"Top":"Left",d=f.toLowerCase(),c=l?"left":"top",h=l?"bottom":"right",p=Tt(i)[u];s[h]-pa[h]&&(t.offsets.popper[d]+=s[d]+p-a[h]),t.offsets.popper=ht(t.offsets.popper);var m=s[d]+s[u]/2-p/2,g=K(t.instance.popper),_=parseFloat(g["margin"+f]),v=parseFloat(g["border"+f+"Width"]),b=m-t.offsets.popper[d]-_-v;return b=Math.max(Math.min(a[u]-p,b),0),t.arrowElement=i,t.offsets.arrow=(dt(n={},d,Math.round(b)),dt(n,c,""),n),t},element:"[x-arrow]"},flip:{order:600,enabled:!0,fn:function(t,e){if(kt(t.instance.modifiers,"inner"))return t;if(t.flipped&&t.placement===t.originalPlacement)return t;var n=bt(t.instance.popper,t.instance.reference,e.padding,e.boundariesElement,t.positionFixed),i=t.placement.split("-")[0],o=Ct(i),r=t.placement.split("-")[1]||"",a=[];switch(e.behavior){case"flip":a=[i,o];break;case"clockwise":a=Wt(i);break;case"counterclockwise":a=Wt(i,!0);break;default:a=e.behavior}return a.forEach((function(s,l){if(i!==s||a.length===l+1)return t;i=t.placement.split("-")[0],o=Ct(i);var u=t.offsets.popper,f=t.offsets.reference,d=Math.floor,c="left"===i&&d(u.right)>d(f.left)||"right"===i&&d(u.left)d(f.top)||"bottom"===i&&d(u.top)d(n.right),m=d(u.top)d(n.bottom),_="left"===i&&h||"right"===i&&p||"top"===i&&m||"bottom"===i&&g,v=-1!==["top","bottom"].indexOf(i),b=!!e.flipVariations&&(v&&"start"===r&&h||v&&"end"===r&&p||!v&&"start"===r&&m||!v&&"end"===r&&g),y=!!e.flipVariationsByContent&&(v&&"start"===r&&p||v&&"end"===r&&h||!v&&"start"===r&&g||!v&&"end"===r&&m),E=b||y;(c||_||E)&&(t.flipped=!0,(c||_)&&(i=a[l+1]),E&&(r=function(t){return"end"===t?"start":"start"===t?"end":t}(r)),t.placement=i+(r?"-"+r:""),t.offsets.popper=ct({},t.offsets.popper,St(t.instance.popper,t.offsets.reference,t.placement)),t=Dt(t.instance.modifiers,t,"flip"))})),t},behavior:"flip",padding:5,boundariesElement:"viewport",flipVariations:!1,flipVariationsByContent:!1},inner:{order:700,enabled:!1,fn:function(t){var e=t.placement,n=e.split("-")[0],i=t.offsets,o=i.popper,r=i.reference,a=-1!==["left","right"].indexOf(n),s=-1===["top","left"].indexOf(n);return o[a?"left":"top"]=r[n]-(s?o[a?"width":"height"]:0),t.placement=Ct(e),t.offsets.popper=ht(o),t}},hide:{order:800,enabled:!0,fn:function(t){if(!qt(t.instance.modifiers,"hide","preventOverflow"))return t;var e=t.offsets.reference,n=Nt(t.instance.modifiers,(function(t){return"preventOverflow"===t.name})).boundaries;if(e.bottomn.right||e.top>n.bottom||e.right2&&void 0!==arguments[2]?arguments[2]:{};ut(this,t),this.scheduleUpdate=function(){return requestAnimationFrame(i.update)},this.update=Y(this.update.bind(this)),this.options=ct({},t.Defaults,o),this.state={isDestroyed:!1,isCreated:!1,scrollParents:[]},this.reference=e&&e.jquery?e[0]:e,this.popper=n&&n.jquery?n[0]:n,this.options.modifiers={},Object.keys(ct({},t.Defaults.modifiers,o.modifiers)).forEach((function(e){i.options.modifiers[e]=ct({},t.Defaults.modifiers[e]||{},o.modifiers?o.modifiers[e]:{})})),this.modifiers=Object.keys(this.options.modifiers).map((function(t){return ct({name:t},i.options.modifiers[t])})).sort((function(t,e){return t.order-e.order})),this.modifiers.forEach((function(t){t.enabled&&z(t.onLoad)&&t.onLoad(i.reference,i.popper,i.options,t,i.state)})),this.update();var r=this.options.eventsEnabled;r&&this.enableEventListeners(),this.state.eventsEnabled=r}return ft(t,[{key:"update",value:function(){return At.call(this)}},{key:"destroy",value:function(){return Ot.call(this)}},{key:"enableEventListeners",value:function(){return Pt.call(this)}},{key:"disableEventListeners",value:function(){return Ft.call(this)}}]),t}();Vt.Utils=("undefined"!=typeof window?window:global).PopperUtils,Vt.placements=Bt,Vt.Defaults=Ut;var Yt=Vt,zt="dropdown",Kt="bs.dropdown",Xt=i.default.fn[zt],Gt=new RegExp("38|40|27"),$t="disabled",Jt="show",Zt="dropdown-menu-right",te="hide.bs.dropdown",ee="hidden.bs.dropdown",ne="click.bs.dropdown.data-api",ie="keydown.bs.dropdown.data-api",oe='[data-toggle="dropdown"]',re=".dropdown-menu",ae={offset:0,flip:!0,boundary:"scrollParent",reference:"toggle",display:"dynamic",popperConfig:null},se={offset:"(number|string|function)",flip:"boolean",boundary:"(string|element)",reference:"(string|element)",display:"string",popperConfig:"(null|object)"},le=function(){function t(t,e){this._element=t,this._popper=null,this._config=this._getConfig(e),this._menu=this._getMenuElement(),this._inNavbar=this._detectNavbar(),this._addEventListeners()}var e=t.prototype;return e.toggle=function(){if(!this._element.disabled&&!i.default(this._element).hasClass($t)){var e=i.default(this._menu).hasClass(Jt);t._clearMenus(),e||this.show(!0)}},e.show=function(e){if(void 0===e&&(e=!1),!(this._element.disabled||i.default(this._element).hasClass($t)||i.default(this._menu).hasClass(Jt))){var n={relatedTarget:this._element},o=i.default.Event("show.bs.dropdown",n),r=t._getParentFromElement(this._element);if(i.default(r).trigger(o),!o.isDefaultPrevented()){if(!this._inNavbar&&e){if("undefined"==typeof Yt)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");var a=this._element;"parent"===this._config.reference?a=r:u.isElement(this._config.reference)&&(a=this._config.reference,"undefined"!=typeof this._config.reference.jquery&&(a=this._config.reference[0])),"scrollParent"!==this._config.boundary&&i.default(r).addClass("position-static"),this._popper=new Yt(a,this._menu,this._getPopperConfig())}"ontouchstart"in document.documentElement&&0===i.default(r).closest(".navbar-nav").length&&i.default(document.body).children().on("mouseover",null,i.default.noop),this._element.focus(),this._element.setAttribute("aria-expanded",!0),i.default(this._menu).toggleClass(Jt),i.default(r).toggleClass(Jt).trigger(i.default.Event("shown.bs.dropdown",n))}}},e.hide=function(){if(!this._element.disabled&&!i.default(this._element).hasClass($t)&&i.default(this._menu).hasClass(Jt)){var e={relatedTarget:this._element},n=i.default.Event(te,e),o=t._getParentFromElement(this._element);i.default(o).trigger(n),n.isDefaultPrevented()||(this._popper&&this._popper.destroy(),i.default(this._menu).toggleClass(Jt),i.default(o).toggleClass(Jt).trigger(i.default.Event(ee,e)))}},e.dispose=function(){i.default.removeData(this._element,Kt),i.default(this._element).off(".bs.dropdown"),this._element=null,this._menu=null,null!==this._popper&&(this._popper.destroy(),this._popper=null)},e.update=function(){this._inNavbar=this._detectNavbar(),null!==this._popper&&this._popper.scheduleUpdate()},e._addEventListeners=function(){var t=this;i.default(this._element).on("click.bs.dropdown",(function(e){e.preventDefault(),e.stopPropagation(),t.toggle()}))},e._getConfig=function(t){return t=a({},this.constructor.Default,i.default(this._element).data(),t),u.typeCheckConfig(zt,t,this.constructor.DefaultType),t},e._getMenuElement=function(){if(!this._menu){var e=t._getParentFromElement(this._element);e&&(this._menu=e.querySelector(re))}return this._menu},e._getPlacement=function(){var t=i.default(this._element.parentNode),e="bottom-start";return t.hasClass("dropup")?e=i.default(this._menu).hasClass(Zt)?"top-end":"top-start":t.hasClass("dropright")?e="right-start":t.hasClass("dropleft")?e="left-start":i.default(this._menu).hasClass(Zt)&&(e="bottom-end"),e},e._detectNavbar=function(){return i.default(this._element).closest(".navbar").length>0},e._getOffset=function(){var t=this,e={};return"function"==typeof this._config.offset?e.fn=function(e){return e.offsets=a({},e.offsets,t._config.offset(e.offsets,t._element)),e}:e.offset=this._config.offset,e},e._getPopperConfig=function(){var 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