From a8572198464b456e11bd93e03738e753704f4044 Mon Sep 17 00:00:00 2001 From: <> Date: Tue, 6 Jan 2026 23:11:37 +0000 Subject: [PATCH] Deployed 00a5227 with MkDocs version: 1.6.1 --- .nojekyll | 0 404.html | 1497 + aggregations/index.html | 1674 + api/client/index.html | 2228 + api/pandafiableresponse/index.html | 1764 + api/response/index.html | 1764 + assets/_mkdocstrings.css | 143 + assets/images/favicon.png | Bin 0 -> 1870 bytes assets/javascripts/bundle.79ae519e.min.js | 16 + assets/javascripts/bundle.79ae519e.min.js.map | 7 + assets/javascripts/lunr/min/lunr.ar.min.js | 1 + assets/javascripts/lunr/min/lunr.da.min.js | 18 + assets/javascripts/lunr/min/lunr.de.min.js | 18 + assets/javascripts/lunr/min/lunr.du.min.js | 18 + assets/javascripts/lunr/min/lunr.el.min.js | 1 + assets/javascripts/lunr/min/lunr.es.min.js | 18 + assets/javascripts/lunr/min/lunr.fi.min.js | 18 + assets/javascripts/lunr/min/lunr.fr.min.js | 18 + assets/javascripts/lunr/min/lunr.he.min.js | 1 + assets/javascripts/lunr/min/lunr.hi.min.js | 1 + assets/javascripts/lunr/min/lunr.hu.min.js | 18 + assets/javascripts/lunr/min/lunr.hy.min.js | 1 + assets/javascripts/lunr/min/lunr.it.min.js | 18 + assets/javascripts/lunr/min/lunr.ja.min.js | 1 + assets/javascripts/lunr/min/lunr.jp.min.js | 1 + assets/javascripts/lunr/min/lunr.kn.min.js | 1 + assets/javascripts/lunr/min/lunr.ko.min.js | 1 + assets/javascripts/lunr/min/lunr.multi.min.js | 1 + assets/javascripts/lunr/min/lunr.nl.min.js | 18 + assets/javascripts/lunr/min/lunr.no.min.js | 18 + assets/javascripts/lunr/min/lunr.pt.min.js | 18 + assets/javascripts/lunr/min/lunr.ro.min.js | 18 + assets/javascripts/lunr/min/lunr.ru.min.js | 18 + assets/javascripts/lunr/min/lunr.sa.min.js | 1 + .../lunr/min/lunr.stemmer.support.min.js | 1 + assets/javascripts/lunr/min/lunr.sv.min.js | 18 + assets/javascripts/lunr/min/lunr.ta.min.js | 1 + assets/javascripts/lunr/min/lunr.te.min.js | 1 + assets/javascripts/lunr/min/lunr.th.min.js | 1 + assets/javascripts/lunr/min/lunr.tr.min.js | 18 + assets/javascripts/lunr/min/lunr.vi.min.js | 1 + assets/javascripts/lunr/min/lunr.zh.min.js | 1 + assets/javascripts/lunr/tinyseg.js | 206 + assets/javascripts/lunr/wordcut.js | 6708 +++ .../workers/search.2c215733.min.js | 42 + .../workers/search.2c215733.min.js.map | 7 + assets/stylesheets/main.484c7ddc.min.css | 1 + assets/stylesheets/main.484c7ddc.min.css.map | 1 + assets/stylesheets/palette.ab4e12ef.min.css | 1 + .../stylesheets/palette.ab4e12ef.min.css.map | 1 + forecast/index.html | 1675 + historic/index.html | 1819 + img/logo.png | Bin 0 -> 699355 bytes index.html | 1744 + live/index.html | 1680 + ...ting Data - 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Aggregations

+

More information in the API Docs.

+

The module aggregations has 2 available methods:

+ + + + + + + + + + + + + + + + + +
EndpointAPI Docs
livedetails
forecastdetails
+

Example

+
from solcast import aggregations
+
+res = aggregations.forecast(
+    collection_id="country_total",
+    aggregation_id="it_total",
+    output_parameters=['percentage', 'pv_estimate']
+)
+
+res.to_pandas().head()
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
period_endpercentagepv_estimate
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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/api/client/index.html b/api/client/index.html new file mode 100644 index 0000000..16dec56 --- /dev/null +++ b/api/client/index.html @@ -0,0 +1,2228 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + Client - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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Client

+ +
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Handles all API get requests for the different endpoints.

+ + + + + + + + + +
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+ + +

+ __init__(base_url, endpoint, response_type) + +

+ + +
+ + + +

Parameters:

+ + + + + + + + + + + + + + + + + + + + + + + +
NameTypeDescriptionDefault
+ base_url + + str + +
+

the base URL to Solcast API

+
+
+ required +
+ endpoint + + str + +
+

one of Solcast API's endpoints

+
+
+ required +
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+ delete(params) + +

+ + +
+ +

Wrap _make_request to make a DEL request

+ + +

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+ + + + + + + + + + + + + + + + + +
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+ params + + dict + +
+

a dictionary of parameters that are passed in the DEL request

+
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+ required +
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+ Response + +
+

a Response object.

+
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+ get(params) + +

+ + +
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Wrap _make_request to make a GET request

+ + +

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+ + + + + + + + + + + + + + + + + +
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+ params + + dict + +
+

a dictionary of parameters that are passed in the GET request

+
+
+ required +
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+ + + + + + + + + + + + + +
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+ Response + +
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a Response object.

+
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+ make_url() + +

+ + +
+ +

Compose the full URL.

+ +
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+ patch(params) + +

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Wrap _make_request to make a PATCH request

+ + +

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+ + + + + + + + + + + + + + + + + +
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+ params + + dict + +
+

a dictionary of parameters that are passed in the PATCH request

+
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+ Response + +
+

a Response object.

+
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+ post(params) + +

+ + +
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Wrap _make_request to make a POST request

+ + +

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+ + + + + + + + + + + + + + + + + +
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+ params + + dict + +
+

a dictionary of parameters that are passed in the POST request

+
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+ required +
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+ Response + +
+

a Response object.

+
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+ put(params) + +

+ + +
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Wrap _make_request to make a PUT request

+ + +

Parameters:

+ + + + + + + + + + + + + + + + + +
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+ params + + dict + +
+

a dictionary of parameters that are passed in the PUT request

+
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+ required +
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+ Response + +
+

a Response object.

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Pandafiableresponse

+ +
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+ Bases: Response

+ + +

Class to handle API response from the Solcast API for timeseries data.

+ + +

Attributes:

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
NameTypeDescription
code + int + +
+

HTTP status code of the response

+
+
url + str + +
+

The URL that was requested

+
+
data + Optional[bytes] + +
+

Raw response data as bytes

+
+
success + bool + +
+

Whether the request was successful

+
+
method + str + +
+

HTTP method used (GET, POST, etc.)

+
+
exception + Optional[str] + +
+

Exception message if request failed

+
+
+ + +

Examples:

+
>>> response = Response(code=200, url="...", data=b"...", success=True, method="GET")
+>>> response.to_pandas()
+
+ + + + + + + + + +
+ + + + + + + + + +
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+ to_pandas() + +

+ + +
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Return the data as a Pandas DataFrame with a DatetimeIndex.

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Response

+ +
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Class to handle any API response from the Solcast API.

+ + +

Attributes:

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
NameTypeDescription
code + int + +
+

HTTP status code of the response

+
+
url + str + +
+

The URL that was requested

+
+
data + Optional[bytes] + +
+

Raw response data as bytes

+
+
success + bool + +
+

Whether the request was successful

+
+
method + str + +
+

HTTP method used (GET, POST, etc.)

+
+
exception + Optional[str] + +
+

Exception message if request failed

+
+
+ + +

Examples:

+
>>> response = Response(code=200, url="...", data=b"...", success=True, method="GET")
+>>> response.to_dict()
+
+ + + + + + + + + +
+ + + + + + + + + +
+ + +

+ to_dict() + +

+ + +
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Return the data as a dictionary.

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+
+
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text{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.classLabel .box{fill:var(--md-mermaid-label-bg-color);background-color:var(--md-mermaid-label-bg-color);opacity:1}.classLabel .label{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.node .divider{stroke:var(--md-mermaid-node-fg-color)}.relation{stroke:var(--md-mermaid-edge-color)}.cardinality{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.cardinality text{fill:inherit!important}defs marker.marker.composition.class path,defs marker.marker.dependency.class path,defs marker.marker.extension.class path{fill:var(--md-mermaid-edge-color)!important;stroke:var(--md-mermaid-edge-color)!important}defs marker.marker.aggregation.class path{fill:var(--md-mermaid-label-bg-color)!important;stroke:var(--md-mermaid-edge-color)!important}.statediagramTitleText{fill:var(--md-mermaid-label-fg-color)}g.stateGroup rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}g.stateGroup .state-title{fill:var(--md-mermaid-label-fg-color)!important;font-family:var(--md-mermaid-font-family)}g.stateGroup .composit{fill:var(--md-mermaid-label-bg-color)}.nodeLabel,.nodeLabel p{color:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}a .nodeLabel{text-decoration:underline}.node circle.state-end,.node circle.state-start,.start-state{fill:var(--md-mermaid-edge-color);stroke:none}.end-state-inner,.end-state-outer{fill:var(--md-mermaid-edge-color)}.end-state-inner,.node circle.state-end{stroke:var(--md-mermaid-label-bg-color)}.transition{stroke:var(--md-mermaid-edge-color)}[id^=state-fork] rect,[id^=state-join] rect{fill:var(--md-mermaid-edge-color)!important;stroke:none!important}.statediagram-cluster.statediagram-cluster .inner{fill:var(--md-default-bg-color)}.statediagram-cluster rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}.statediagram-state rect.divider{fill:var(--md-default-fg-color--lightest);stroke:var(--md-default-fg-color--lighter)}defs #statediagram-barbEnd{stroke:var(--md-mermaid-edge-color)}[id^=entity] path,[id^=entity] rect{fill:var(--md-default-bg-color)}.relationshipLine{stroke:var(--md-mermaid-edge-color)}defs .marker.oneOrMore.er *,defs .marker.onlyOne.er *,defs .marker.zeroOrMore.er *,defs .marker.zeroOrOne.er *{stroke:var(--md-mermaid-edge-color)!important}text:not([class]):last-child{fill:var(--md-mermaid-label-fg-color)}.actor{fill:var(--md-mermaid-sequence-actor-bg-color);stroke:var(--md-mermaid-sequence-actor-border-color)}text.actor>tspan{fill:var(--md-mermaid-sequence-actor-fg-color);font-family:var(--md-mermaid-font-family)}line{stroke:var(--md-mermaid-sequence-actor-line-color)}.actor-man circle,.actor-man line{fill:var(--md-mermaid-sequence-actorman-bg-color);stroke:var(--md-mermaid-sequence-actorman-line-color)}.messageLine0,.messageLine1{stroke:var(--md-mermaid-sequence-message-line-color)}.note{fill:var(--md-mermaid-sequence-note-bg-color);stroke:var(--md-mermaid-sequence-note-border-color)}.loopText,.loopText>tspan,.messageText,.noteText>tspan{stroke:none;font-family:var(--md-mermaid-font-family)!important}.messageText{fill:var(--md-mermaid-sequence-message-fg-color)}.loopText,.loopText>tspan{fill:var(--md-mermaid-sequence-loop-fg-color)}.noteText>tspan{fill:var(--md-mermaid-sequence-note-fg-color)}#arrowhead path{fill:var(--md-mermaid-sequence-message-line-color);stroke:none}.loopLine{fill:var(--md-mermaid-sequence-loop-bg-color);stroke:var(--md-mermaid-sequence-loop-border-color)}.labelBox{fill:var(--md-mermaid-sequence-label-bg-color);stroke:none}.labelText,.labelText>span{fill:var(--md-mermaid-sequence-label-fg-color);font-family:var(--md-mermaid-font-family)}.sequenceNumber{fill:var(--md-mermaid-sequence-number-fg-color)}rect.rect{fill:var(--md-mermaid-sequence-box-bg-color);stroke:none}rect.rect+text.text{fill:var(--md-mermaid-sequence-box-fg-color)}defs #sequencenumber{fill:var(--md-mermaid-sequence-number-bg-color)!important}";var so,is=0;function as(){return typeof mermaid=="undefined"||mermaid instanceof Element?_t("https://unpkg.com/mermaid@11/dist/mermaid.min.js"):$(void 0)}function Zn(e){return e.classList.remove("mermaid"),so||(so=as().pipe(O(()=>mermaid.initialize({startOnLoad:!1,themeCSS:Xn,sequence:{actorFontSize:"16px",messageFontSize:"16px",noteFontSize:"16px"}})),m(()=>{}),Z(1))),so.subscribe(()=>go(null,null,function*(){e.classList.add("mermaid");let t=`__mermaid_${is++}`,r=x("div",{class:"mermaid"}),o=e.textContent,{svg:n,fn:i}=yield mermaid.render(t,o),s=r.attachShadow({mode:"closed"});s.innerHTML=n,e.replaceWith(r),i==null||i(s)})),so.pipe(m(()=>({ref:e})))}var ei=x("table");function ti(e){return e.replaceWith(ei),ei.replaceWith(Un(e)),$({ref:e})}function ss(e){let t=e.find(r=>r.checked)||e[0];return L(...e.map(r=>h(r,"change").pipe(m(()=>j(`label[for="${r.id}"]`))))).pipe(Q(j(`label[for="${t.id}"]`)),m(r=>({active:r})))}function ri(e,{viewport$:t,target$:r}){let o=j(".tabbed-labels",e),n=M(":scope > input",e),i=no("prev");e.append(i);let s=no("next");return e.append(s),H(()=>{let a=new T,c=a.pipe(oe(),ae(!0));z([a,Le(e),mt(e)]).pipe(W(c),$e(1,ye)).subscribe({next([{active:p},l]){let f=Be(p),{width:u}=de(p);e.style.setProperty("--md-indicator-x",`${f.x}px`),e.style.setProperty("--md-indicator-width",`${u}px`);let d=gr(o);(f.xd.x+l.width)&&o.scrollTo({left:Math.max(0,f.x-16),behavior:"smooth"})},complete(){e.style.removeProperty("--md-indicator-x"),e.style.removeProperty("--md-indicator-width")}}),z([Ge(o),Le(o)]).pipe(W(c)).subscribe(([p,l])=>{let f=At(o);i.hidden=p.x<16,s.hidden=p.x>f.width-l.width-16}),L(h(i,"click").pipe(m(()=>-1)),h(s,"click").pipe(m(()=>1))).pipe(W(c)).subscribe(p=>{let{width:l}=de(o);o.scrollBy({left:l*p,behavior:"smooth"})}),r.pipe(W(c),g(p=>n.includes(p))).subscribe(p=>p.click()),o.classList.add("tabbed-labels--linked");for(let p of n){let l=j(`label[for="${p.id}"]`);l.replaceChildren(x("a",{href:`#${l.htmlFor}`,tabIndex:-1},...Array.from(l.childNodes))),h(l.firstElementChild,"click").pipe(W(c),g(f=>!(f.metaKey||f.ctrlKey)),O(f=>{f.preventDefault(),f.stopPropagation()})).subscribe(()=>{history.replaceState({},"",`#${l.htmlFor}`),l.click()})}return V("content.tabs.link")&&a.pipe(Ie(1),te(t)).subscribe(([{active:p},{offset:l}])=>{let f=p.innerText.trim();if(p.hasAttribute("data-md-switching"))p.removeAttribute("data-md-switching");else{let u=e.offsetTop-l.y;for(let v of M("[data-tabs]"))for(let S of M(":scope > input",v)){let X=j(`label[for="${S.id}"]`);if(X!==p&&X.innerText.trim()===f){X.setAttribute("data-md-switching",""),S.click();break}}window.scrollTo({top:e.offsetTop-u});let d=__md_get("__tabs")||[];__md_set("__tabs",[...new Set([f,...d])])}}),a.pipe(W(c)).subscribe(()=>{for(let p of M("audio, video",e))p.offsetWidth&&p.autoplay?p.play().catch(()=>{}):p.pause()}),ss(n).pipe(O(p=>a.next(p)),A(()=>a.complete()),m(p=>P({ref:e},p)))}).pipe(et(pe))}function oi(e,t){let{viewport$:r,target$:o,print$:n}=t;return L(...M(".annotate:not(.highlight)",e).map(i=>zn(i,{target$:o,print$:n})),...M("pre:not(.mermaid) > code",e).map(i=>Yn(i,{target$:o,print$:n})),...M("a",e).map(i=>Jn(i,t)),...M("pre.mermaid",e).map(i=>Zn(i)),...M("table:not([class])",e).map(i=>ti(i)),...M("details",e).map(i=>Bn(i,{target$:o,print$:n})),...M("[data-tabs]",e).map(i=>ri(i,{viewport$:r,target$:o})),...M("[title]:not([data-preview])",e).filter(()=>V("content.tooltips")).map(i=>Xe(i,{viewport$:r})),...M(".footnote-ref",e).filter(()=>V("content.footnote.tooltips")).map(i=>Vt(i,{content$:new F(s=>{let a=new URL(i.href).hash.slice(1),c=Array.from(document.getElementById(a).cloneNode(!0).children),p=wr(...c);return s.next(p),document.body.append(p),()=>p.remove()}),viewport$:r})))}function cs(e,{alert$:t}){return t.pipe(b(r=>L($(!0),$(!1).pipe(nt(2e3))).pipe(m(o=>({message:r,active:o})))))}function ni(e,t){let r=j(".md-typeset",e);return H(()=>{let o=new T;return o.subscribe(({message:n,active:i})=>{e.classList.toggle("md-dialog--active",i),r.textContent=n}),cs(e,t).pipe(O(n=>o.next(n)),A(()=>o.complete()),m(n=>P({ref:e},n)))})}var ps=0;function ls(e,t){document.body.append(e);let{width:r}=de(e);e.style.setProperty("--md-tooltip-width",`${r}px`),e.remove();let o=vr(t),n=typeof o!="undefined"?Ge(o):$({x:0,y:0}),i=L(Ye(t),it(t)).pipe(Y());return z([i,n]).pipe(m(([s,a])=>{let{x:c,y:p}=Be(t),l=de(t),f=t.closest("table");return f&&t.parentElement&&(c+=f.offsetLeft+t.parentElement.offsetLeft,p+=f.offsetTop+t.parentElement.offsetTop),{active:s,offset:{x:c-a.x+l.width/2-r/2,y:p-a.y+l.height+8}}}))}function ii(e){let t=e.title;if(!t.length)return y;let r=`__tooltip_${ps++}`,o=Dt(r,"inline"),n=j(".md-typeset",o);return n.innerHTML=t,H(()=>{let i=new T;return i.subscribe({next({offset:s}){o.style.setProperty("--md-tooltip-x",`${s.x}px`),o.style.setProperty("--md-tooltip-y",`${s.y}px`)},complete(){o.style.removeProperty("--md-tooltip-x"),o.style.removeProperty("--md-tooltip-y")}}),L(i.pipe(g(({active:s})=>s)),i.pipe(Ae(250),g(({active:s})=>!s))).subscribe({next({active:s}){s?(e.insertAdjacentElement("afterend",o),e.setAttribute("aria-describedby",r),e.removeAttribute("title")):(o.remove(),e.removeAttribute("aria-describedby"),e.setAttribute("title",t))},complete(){o.remove(),e.removeAttribute("aria-describedby"),e.setAttribute("title",t)}}),i.pipe($e(16,ye)).subscribe(({active:s})=>{o.classList.toggle("md-tooltip--active",s)}),i.pipe(gt(125,ye),g(()=>!!e.offsetParent),m(()=>e.offsetParent.getBoundingClientRect()),m(({x:s})=>s)).subscribe({next(s){s?o.style.setProperty("--md-tooltip-0",`${-s}px`):o.style.removeProperty("--md-tooltip-0")},complete(){o.style.removeProperty("--md-tooltip-0")}}),ls(o,e).pipe(O(s=>i.next(s)),A(()=>i.complete()),m(s=>P({ref:e},s)))}).pipe(et(pe))}function ms({viewport$:e}){if(!V("header.autohide"))return $(!1);let t=e.pipe(m(({offset:{y:n}})=>n),ot(2,1),m(([n,i])=>[nMath.abs(i-n.y)>100),m(([,[n]])=>n),Y()),o=Je("search");return z([e,o]).pipe(m(([{offset:n},i])=>n.y>400&&!i),Y(),b(n=>n?r:$(!1)),Q(!1))}function ai(e,t){return H(()=>z([Le(e),ms(t)])).pipe(m(([{height:r},o])=>({height:r,hidden:o})),Y((r,o)=>r.height===o.height&&r.hidden===o.hidden),Z(1))}function si(e,{header$:t,main$:r}){return H(()=>{let o=new T,n=o.pipe(oe(),ae(!0));o.pipe(ne("active"),Pe(t)).subscribe(([{active:s},{hidden:a}])=>{e.classList.toggle("md-header--shadow",s&&!a),e.hidden=a});let i=fe(M("[title]",e)).pipe(g(()=>V("content.tooltips")),J(s=>ii(s)));return r.subscribe(o),t.pipe(W(n),m(s=>P({ref:e},s)),Ve(i.pipe(W(n))))})}function fs(e,{viewport$:t,header$:r}){return Er(e,{viewport$:t,header$:r}).pipe(m(({offset:{y:o}})=>{let{height:n}=de(e);return{active:n>0&&o>=n}}),ne("active"))}function ci(e,t){return H(()=>{let r=new T;r.subscribe({next({active:n}){e.classList.toggle("md-header__title--active",n)},complete(){e.classList.remove("md-header__title--active")}});let o=ue(".md-content h1");return typeof o=="undefined"?y:fs(o,t).pipe(O(n=>r.next(n)),A(()=>r.complete()),m(n=>P({ref:e},n)))})}function pi(e,{viewport$:t,header$:r}){let o=r.pipe(m(({height:i})=>i),Y()),n=o.pipe(b(()=>Le(e).pipe(m(({height:i})=>({top:e.offsetTop,bottom:e.offsetTop+i})),ne("bottom"))));return z([o,n,t]).pipe(m(([i,{top:s,bottom:a},{offset:{y:c},size:{height:p}}])=>(p=Math.max(0,p-Math.max(0,s-c,i)-Math.max(0,p+c-a)),{offset:s-i,height:p,active:s-i<=c})),Y((i,s)=>i.offset===s.offset&&i.height===s.height&&i.active===s.active))}function us(e){let t=__md_get("__palette")||{index:e.findIndex(o=>matchMedia(o.getAttribute("data-md-color-media")).matches)},r=Math.max(0,Math.min(t.index,e.length-1));return $(...e).pipe(J(o=>h(o,"change").pipe(m(()=>o))),Q(e[r]),m(o=>({index:e.indexOf(o),color:{media:o.getAttribute("data-md-color-media"),scheme:o.getAttribute("data-md-color-scheme"),primary:o.getAttribute("data-md-color-primary"),accent:o.getAttribute("data-md-color-accent")}})),Z(1))}function li(e){let t=M("input",e),r=x("meta",{name:"theme-color"});document.head.appendChild(r);let o=x("meta",{name:"color-scheme"});document.head.appendChild(o);let n=Wt("(prefers-color-scheme: light)");return H(()=>{let i=new T;return i.subscribe(s=>{if(document.body.setAttribute("data-md-color-switching",""),s.color.media==="(prefers-color-scheme)"){let a=matchMedia("(prefers-color-scheme: light)"),c=document.querySelector(a.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: 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fi(e,t){return e.protocol=t.protocol,e.hostname=t.hostname,e}function ds(e,t){let r=new Map;for(let o of M("url",e)){let n=j("loc",o),i=[fi(new URL(n.textContent),t)];r.set(`${i[0]}`,i);for(let s of M("[rel=alternate]",o)){let a=s.getAttribute("href");a!=null&&i.push(fi(new URL(a),t))}}return r}function kt(e){return En(new URL("sitemap.xml",e)).pipe(m(t=>ds(t,new URL(e))),ve(()=>$(new Map)),le())}function ui({document$:e}){let t=new Map;e.pipe(b(()=>M("link[rel=alternate]")),m(r=>new URL(r.href)),g(r=>!t.has(r.toString())),J(r=>kt(r).pipe(m(o=>[r,o]),ve(()=>y)))).subscribe(([r,o])=>{t.set(r.toString().replace(/\/$/,""),o)}),h(document.body,"click").pipe(g(r=>!r.metaKey&&!r.ctrlKey),b(r=>{if(r.target instanceof Element){let o=r.target.closest("a");if(o&&!o.target){let n=[...t].find(([f])=>o.href.startsWith(`${f}/`));if(typeof n=="undefined")return y;let[i,s]=n,a=we();if(a.href.startsWith(i))return y;let c=Te(),p=a.href.replace(c.base,"");p=`${i}/${p}`;let l=s.has(p.split("#")[0])?new URL(p,c.base):new URL(i);return r.preventDefault(),$(l)}}return y})).subscribe(r=>st(r,!0))}var co=$t(ao());function hs(e){e.setAttribute("data-md-copying","");let t=e.closest("[data-copy]"),r=t?t.getAttribute("data-copy"):e.innerText;return e.removeAttribute("data-md-copying"),r.trimEnd()}function di({alert$:e}){co.default.isSupported()&&new F(t=>{new co.default("[data-clipboard-target], [data-clipboard-text]",{text:r=>r.getAttribute("data-clipboard-text")||hs(j(r.getAttribute("data-clipboard-target")))}).on("success",r=>t.next(r))}).pipe(O(t=>{t.trigger.focus()}),m(()=>Me("clipboard.copied"))).subscribe(e)}function hi(e,t){if(!(e.target instanceof Element))return y;let r=e.target.closest("a");if(r===null)return y;if(r.target||e.metaKey||e.ctrlKey)return y;let o=new URL(r.href);return o.search=o.hash="",t.has(`${o}`)?(e.preventDefault(),$(r)):y}function bi(e){let t=new Map;for(let r of M(":scope > *",e.head))t.set(r.outerHTML,r);return t}function vi(e){for(let t of M("[href], 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+//# sourceMappingURL=bundle.79ae519e.min.js.map + diff --git a/assets/javascripts/bundle.79ae519e.min.js.map b/assets/javascripts/bundle.79ae519e.min.js.map new file mode 100644 index 0000000..5cf0289 --- /dev/null +++ b/assets/javascripts/bundle.79ae519e.min.js.map @@ -0,0 +1,7 @@ +{ + "version": 3, + "sources": ["node_modules/focus-visible/dist/focus-visible.js", "node_modules/escape-html/index.js", "node_modules/clipboard/dist/clipboard.js", "src/templates/assets/javascripts/bundle.ts", "node_modules/tslib/tslib.es6.mjs", "node_modules/rxjs/src/internal/util/isFunction.ts", "node_modules/rxjs/src/internal/util/createErrorClass.ts", "node_modules/rxjs/src/internal/util/UnsubscriptionError.ts", "node_modules/rxjs/src/internal/util/arrRemove.ts", "node_modules/rxjs/src/internal/Subscription.ts", "node_modules/rxjs/src/internal/config.ts", "node_modules/rxjs/src/internal/scheduler/timeoutProvider.ts", "node_modules/rxjs/src/internal/util/reportUnhandledError.ts", "node_modules/rxjs/src/internal/util/noop.ts", "node_modules/rxjs/src/internal/NotificationFactories.ts", "node_modules/rxjs/src/internal/util/errorContext.ts", "node_modules/rxjs/src/internal/Subscriber.ts", "node_modules/rxjs/src/internal/symbol/observable.ts", "node_modules/rxjs/src/internal/util/identity.ts", "node_modules/rxjs/src/internal/util/pipe.ts", "node_modules/rxjs/src/internal/Observable.ts", "node_modules/rxjs/src/internal/util/lift.ts", "node_modules/rxjs/src/internal/operators/OperatorSubscriber.ts", "node_modules/rxjs/src/internal/scheduler/animationFrameProvider.ts", "node_modules/rxjs/src/internal/util/ObjectUnsubscribedError.ts", "node_modules/rxjs/src/internal/Subject.ts", "node_modules/rxjs/src/internal/BehaviorSubject.ts", "node_modules/rxjs/src/internal/scheduler/dateTimestampProvider.ts", "node_modules/rxjs/src/internal/ReplaySubject.ts", "node_modules/rxjs/src/internal/scheduler/Action.ts", "node_modules/rxjs/src/internal/scheduler/intervalProvider.ts", "node_modules/rxjs/src/internal/scheduler/AsyncAction.ts", "node_modules/rxjs/src/internal/Scheduler.ts", "node_modules/rxjs/src/internal/scheduler/AsyncScheduler.ts", "node_modules/rxjs/src/internal/scheduler/async.ts", "node_modules/rxjs/src/internal/scheduler/QueueAction.ts", "node_modules/rxjs/src/internal/scheduler/QueueScheduler.ts", "node_modules/rxjs/src/internal/scheduler/queue.ts", "node_modules/rxjs/src/internal/scheduler/AnimationFrameAction.ts", "node_modules/rxjs/src/internal/scheduler/AnimationFrameScheduler.ts", "node_modules/rxjs/src/internal/scheduler/animationFrame.ts", "node_modules/rxjs/src/internal/observable/empty.ts", "node_modules/rxjs/src/internal/util/isScheduler.ts", "node_modules/rxjs/src/internal/util/args.ts", "node_modules/rxjs/src/internal/util/isArrayLike.ts", "node_modules/rxjs/src/internal/util/isPromise.ts", "node_modules/rxjs/src/internal/util/isInteropObservable.ts", "node_modules/rxjs/src/internal/util/isAsyncIterable.ts", "node_modules/rxjs/src/internal/util/throwUnobservableError.ts", "node_modules/rxjs/src/internal/symbol/iterator.ts", "node_modules/rxjs/src/internal/util/isIterable.ts", "node_modules/rxjs/src/internal/util/isReadableStreamLike.ts", "node_modules/rxjs/src/internal/observable/innerFrom.ts", "node_modules/rxjs/src/internal/util/executeSchedule.ts", "node_modules/rxjs/src/internal/operators/observeOn.ts", "node_modules/rxjs/src/internal/operators/subscribeOn.ts", "node_modules/rxjs/src/internal/scheduled/scheduleObservable.ts", "node_modules/rxjs/src/internal/scheduled/schedulePromise.ts", "node_modules/rxjs/src/internal/scheduled/scheduleArray.ts", "node_modules/rxjs/src/internal/scheduled/scheduleIterable.ts", "node_modules/rxjs/src/internal/scheduled/scheduleAsyncIterable.ts", "node_modules/rxjs/src/internal/scheduled/scheduleReadableStreamLike.ts", "node_modules/rxjs/src/internal/scheduled/scheduled.ts", "node_modules/rxjs/src/internal/observable/from.ts", "node_modules/rxjs/src/internal/observable/of.ts", "node_modules/rxjs/src/internal/observable/throwError.ts", "node_modules/rxjs/src/internal/util/EmptyError.ts", "node_modules/rxjs/src/internal/util/isDate.ts", "node_modules/rxjs/src/internal/operators/map.ts", "node_modules/rxjs/src/internal/util/mapOneOrManyArgs.ts", "node_modules/rxjs/src/internal/util/argsArgArrayOrObject.ts", "node_modules/rxjs/src/internal/util/createObject.ts", "node_modules/rxjs/src/internal/observable/combineLatest.ts", "node_modules/rxjs/src/internal/operators/mergeInternals.ts", "node_modules/rxjs/src/internal/operators/mergeMap.ts", "node_modules/rxjs/src/internal/operators/mergeAll.ts", "node_modules/rxjs/src/internal/operators/concatAll.ts", "node_modules/rxjs/src/internal/observable/concat.ts", "node_modules/rxjs/src/internal/observable/defer.ts", "node_modules/rxjs/src/internal/observable/fromEvent.ts", "node_modules/rxjs/src/internal/observable/fromEventPattern.ts", "node_modules/rxjs/src/internal/observable/timer.ts", "node_modules/rxjs/src/internal/observable/merge.ts", "node_modules/rxjs/src/internal/observable/never.ts", "node_modules/rxjs/src/internal/util/argsOrArgArray.ts", "node_modules/rxjs/src/internal/operators/filter.ts", "node_modules/rxjs/src/internal/observable/zip.ts", "node_modules/rxjs/src/internal/operators/audit.ts", "node_modules/rxjs/src/internal/operators/auditTime.ts", "node_modules/rxjs/src/internal/operators/bufferCount.ts", "node_modules/rxjs/src/internal/operators/catchError.ts", "node_modules/rxjs/src/internal/operators/scanInternals.ts", "node_modules/rxjs/src/internal/operators/combineLatest.ts", "node_modules/rxjs/src/internal/operators/combineLatestWith.ts", "node_modules/rxjs/src/internal/operators/debounce.ts", "node_modules/rxjs/src/internal/operators/debounceTime.ts", "node_modules/rxjs/src/internal/operators/defaultIfEmpty.ts", "node_modules/rxjs/src/internal/operators/take.ts", "node_modules/rxjs/src/internal/operators/ignoreElements.ts", "node_modules/rxjs/src/internal/operators/mapTo.ts", "node_modules/rxjs/src/internal/operators/delayWhen.ts", "node_modules/rxjs/src/internal/operators/delay.ts", "node_modules/rxjs/src/internal/operators/distinct.ts", "node_modules/rxjs/src/internal/operators/distinctUntilChanged.ts", "node_modules/rxjs/src/internal/operators/distinctUntilKeyChanged.ts", "node_modules/rxjs/src/internal/operators/throwIfEmpty.ts", "node_modules/rxjs/src/internal/operators/endWith.ts", "node_modules/rxjs/src/internal/operators/exhaustMap.ts", "node_modules/rxjs/src/internal/operators/finalize.ts", "node_modules/rxjs/src/internal/operators/first.ts", "node_modules/rxjs/src/internal/operators/takeLast.ts", "node_modules/rxjs/src/internal/operators/merge.ts", "node_modules/rxjs/src/internal/operators/mergeWith.ts", "node_modules/rxjs/src/internal/operators/repeat.ts", "node_modules/rxjs/src/internal/operators/scan.ts", "node_modules/rxjs/src/internal/operators/share.ts", "node_modules/rxjs/src/internal/operators/shareReplay.ts", "node_modules/rxjs/src/internal/operators/skip.ts", "node_modules/rxjs/src/internal/operators/skipUntil.ts", "node_modules/rxjs/src/internal/operators/startWith.ts", "node_modules/rxjs/src/internal/operators/switchMap.ts", "node_modules/rxjs/src/internal/operators/takeUntil.ts", "node_modules/rxjs/src/internal/operators/takeWhile.ts", "node_modules/rxjs/src/internal/operators/tap.ts", "node_modules/rxjs/src/internal/operators/throttle.ts", "node_modules/rxjs/src/internal/operators/throttleTime.ts", "node_modules/rxjs/src/internal/operators/withLatestFrom.ts", "node_modules/rxjs/src/internal/operators/zip.ts", "node_modules/rxjs/src/internal/operators/zipWith.ts", "src/templates/assets/javascripts/browser/document/index.ts", "src/templates/assets/javascripts/browser/element/_/index.ts", "src/templates/assets/javascripts/browser/element/focus/index.ts", "src/templates/assets/javascripts/browser/element/hover/index.ts", "src/templates/assets/javascripts/utilities/h/index.ts", "src/templates/assets/javascripts/utilities/round/index.ts", "src/templates/assets/javascripts/browser/script/index.ts", "src/templates/assets/javascripts/browser/element/size/_/index.ts", "src/templates/assets/javascripts/browser/element/size/content/index.ts", "src/templates/assets/javascripts/browser/element/offset/_/index.ts", "src/templates/assets/javascripts/browser/element/offset/content/index.ts", "src/templates/assets/javascripts/browser/element/visibility/index.ts", "src/templates/assets/javascripts/browser/toggle/index.ts", "src/templates/assets/javascripts/browser/keyboard/index.ts", "src/templates/assets/javascripts/browser/location/_/index.ts", "src/templates/assets/javascripts/browser/location/hash/index.ts", "src/templates/assets/javascripts/browser/media/index.ts", "src/templates/assets/javascripts/browser/request/index.ts", "src/templates/assets/javascripts/browser/viewport/offset/index.ts", "src/templates/assets/javascripts/browser/viewport/size/index.ts", "src/templates/assets/javascripts/browser/viewport/_/index.ts", "src/templates/assets/javascripts/browser/viewport/at/index.ts", "src/templates/assets/javascripts/browser/worker/index.ts", "src/templates/assets/javascripts/_/index.ts", "src/templates/assets/javascripts/components/_/index.ts", "src/templates/assets/javascripts/components/announce/index.ts", "src/templates/assets/javascripts/components/consent/index.ts", "src/templates/assets/javascripts/templates/tooltip/index.tsx", "src/templates/assets/javascripts/templates/annotation/index.tsx", "src/templates/assets/javascripts/templates/clipboard/index.tsx", "src/templates/assets/javascripts/templates/search/index.tsx", "src/templates/assets/javascripts/templates/source/index.tsx", "src/templates/assets/javascripts/templates/tabbed/index.tsx", "src/templates/assets/javascripts/templates/table/index.tsx", "src/templates/assets/javascripts/templates/version/index.tsx", "src/templates/assets/javascripts/components/tooltip2/index.ts", "src/templates/assets/javascripts/components/content/annotation/_/index.ts", "src/templates/assets/javascripts/components/content/annotation/list/index.ts", "src/templates/assets/javascripts/components/content/annotation/block/index.ts", "src/templates/assets/javascripts/components/content/code/_/index.ts", "src/templates/assets/javascripts/components/content/details/index.ts", "src/templates/assets/javascripts/components/content/link/index.ts", "src/templates/assets/javascripts/components/content/mermaid/index.css", "src/templates/assets/javascripts/components/content/mermaid/index.ts", "src/templates/assets/javascripts/components/content/table/index.ts", "src/templates/assets/javascripts/components/content/tabs/index.ts", "src/templates/assets/javascripts/components/content/_/index.ts", "src/templates/assets/javascripts/components/dialog/index.ts", "src/templates/assets/javascripts/components/tooltip/index.ts", "src/templates/assets/javascripts/components/header/_/index.ts", "src/templates/assets/javascripts/components/header/title/index.ts", "src/templates/assets/javascripts/components/main/index.ts", "src/templates/assets/javascripts/components/palette/index.ts", "src/templates/assets/javascripts/components/progress/index.ts", "src/templates/assets/javascripts/integrations/sitemap/index.ts", "src/templates/assets/javascripts/integrations/alternate/index.ts", "src/templates/assets/javascripts/integrations/clipboard/index.ts", "src/templates/assets/javascripts/integrations/instant/index.ts", "src/templates/assets/javascripts/integrations/search/highlighter/index.ts", "src/templates/assets/javascripts/integrations/search/worker/message/index.ts", "src/templates/assets/javascripts/integrations/search/worker/_/index.ts", "src/templates/assets/javascripts/integrations/version/findurl/index.ts", "src/templates/assets/javascripts/integrations/version/index.ts", "src/templates/assets/javascripts/components/search/query/index.ts", "src/templates/assets/javascripts/components/search/result/index.ts", "src/templates/assets/javascripts/components/search/share/index.ts", "src/templates/assets/javascripts/components/search/suggest/index.ts", "src/templates/assets/javascripts/components/search/_/index.ts", "src/templates/assets/javascripts/components/search/highlight/index.ts", "src/templates/assets/javascripts/components/sidebar/index.ts", "src/templates/assets/javascripts/components/source/facts/github/index.ts", "src/templates/assets/javascripts/components/source/facts/gitlab/index.ts", "src/templates/assets/javascripts/components/source/facts/_/index.ts", "src/templates/assets/javascripts/components/source/_/index.ts", "src/templates/assets/javascripts/components/tabs/index.ts", "src/templates/assets/javascripts/components/toc/index.ts", "src/templates/assets/javascripts/components/top/index.ts", "src/templates/assets/javascripts/patches/ellipsis/index.ts", "src/templates/assets/javascripts/patches/indeterminate/index.ts", "src/templates/assets/javascripts/patches/scrollfix/index.ts", "src/templates/assets/javascripts/patches/scrolllock/index.ts", "src/templates/assets/javascripts/polyfills/index.ts"], + "sourcesContent": ["(function (global, factory) {\n typeof exports === 'object' && typeof module !== 'undefined' ? factory() :\n typeof define === 'function' && define.amd ? define(factory) :\n (factory());\n}(this, (function () { 'use strict';\n\n /**\n * Applies the :focus-visible polyfill at the given scope.\n * A scope in this case is either the top-level Document or a Shadow Root.\n *\n * @param {(Document|ShadowRoot)} scope\n * @see https://github.com/WICG/focus-visible\n */\n function applyFocusVisiblePolyfill(scope) {\n var hadKeyboardEvent = true;\n var hadFocusVisibleRecently = false;\n var hadFocusVisibleRecentlyTimeout = null;\n\n var inputTypesAllowlist = {\n text: true,\n search: true,\n url: true,\n tel: true,\n email: true,\n password: true,\n number: true,\n date: true,\n month: true,\n week: true,\n time: true,\n datetime: true,\n 'datetime-local': true\n };\n\n /**\n * Helper function for legacy browsers and iframes which sometimes focus\n * elements like document, body, and non-interactive SVG.\n * @param {Element} el\n */\n function isValidFocusTarget(el) {\n if (\n el &&\n el !== document &&\n el.nodeName !== 'HTML' &&\n el.nodeName !== 'BODY' &&\n 'classList' in el &&\n 'contains' in el.classList\n ) {\n return true;\n }\n return false;\n }\n\n /**\n * Computes whether the given element should automatically trigger the\n * `focus-visible` class being added, i.e. whether it should always match\n * `:focus-visible` when focused.\n * @param {Element} el\n * @return {boolean}\n */\n function focusTriggersKeyboardModality(el) {\n var type = el.type;\n var tagName = el.tagName;\n\n if (tagName === 'INPUT' && inputTypesAllowlist[type] && !el.readOnly) {\n return true;\n }\n\n if (tagName === 'TEXTAREA' && !el.readOnly) {\n return true;\n }\n\n if (el.isContentEditable) {\n return true;\n }\n\n return false;\n }\n\n /**\n * Add the `focus-visible` class to the given element if it was not added by\n * the author.\n * @param {Element} el\n */\n function addFocusVisibleClass(el) {\n if (el.classList.contains('focus-visible')) {\n return;\n }\n el.classList.add('focus-visible');\n el.setAttribute('data-focus-visible-added', '');\n }\n\n /**\n * Remove the `focus-visible` class from the given element if it was not\n * originally added by the author.\n * @param {Element} el\n */\n function removeFocusVisibleClass(el) {\n if (!el.hasAttribute('data-focus-visible-added')) {\n return;\n }\n el.classList.remove('focus-visible');\n el.removeAttribute('data-focus-visible-added');\n }\n\n /**\n * If the most recent user interaction was via the keyboard;\n * and the key press did not include a meta, alt/option, or control key;\n * then the modality is keyboard. Otherwise, the modality is not keyboard.\n * Apply `focus-visible` to any current active element and keep track\n * of our keyboard modality state with `hadKeyboardEvent`.\n * @param {KeyboardEvent} e\n */\n function onKeyDown(e) {\n if (e.metaKey || e.altKey || e.ctrlKey) {\n return;\n }\n\n if (isValidFocusTarget(scope.activeElement)) {\n addFocusVisibleClass(scope.activeElement);\n }\n\n hadKeyboardEvent = true;\n }\n\n /**\n * If at any point a user clicks with a pointing device, ensure that we change\n * the modality away from keyboard.\n * This avoids the situation where a user presses a key on an already focused\n * element, and then clicks on a different element, focusing it with a\n * pointing device, while we still think we're in keyboard modality.\n * @param {Event} e\n */\n function onPointerDown(e) {\n hadKeyboardEvent = false;\n }\n\n /**\n * On `focus`, add the `focus-visible` class to the target if:\n * - the target received focus as a result of keyboard navigation, or\n * - the event target is an element that will likely require interaction\n * via the keyboard (e.g. a text box)\n * @param {Event} e\n */\n function onFocus(e) {\n // Prevent IE from focusing the document or HTML element.\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (hadKeyboardEvent || focusTriggersKeyboardModality(e.target)) {\n addFocusVisibleClass(e.target);\n }\n }\n\n /**\n * On `blur`, remove the `focus-visible` class from the target.\n * @param {Event} e\n */\n function onBlur(e) {\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (\n e.target.classList.contains('focus-visible') ||\n e.target.hasAttribute('data-focus-visible-added')\n ) {\n // To detect a tab/window switch, we look for a blur event followed\n // rapidly by a visibility change.\n // If we don't see a visibility change within 100ms, it's probably a\n // regular focus change.\n hadFocusVisibleRecently = true;\n window.clearTimeout(hadFocusVisibleRecentlyTimeout);\n hadFocusVisibleRecentlyTimeout = window.setTimeout(function() {\n hadFocusVisibleRecently = false;\n }, 100);\n removeFocusVisibleClass(e.target);\n }\n }\n\n /**\n * If the user changes tabs, keep track of whether or not the previously\n * focused element had .focus-visible.\n * @param {Event} e\n */\n function onVisibilityChange(e) {\n if (document.visibilityState === 'hidden') {\n // If the tab becomes active again, the browser will handle calling focus\n // on the element (Safari actually calls it twice).\n // If this tab change caused a blur on an element with focus-visible,\n // re-apply the class when the user switches back to the tab.\n if (hadFocusVisibleRecently) {\n hadKeyboardEvent = true;\n }\n addInitialPointerMoveListeners();\n }\n }\n\n /**\n * Add a group of listeners to detect usage of any pointing devices.\n * These listeners will be added when the polyfill first loads, and anytime\n * the window is blurred, so that they are active when the window regains\n * focus.\n */\n function addInitialPointerMoveListeners() {\n document.addEventListener('mousemove', onInitialPointerMove);\n document.addEventListener('mousedown', onInitialPointerMove);\n document.addEventListener('mouseup', onInitialPointerMove);\n document.addEventListener('pointermove', onInitialPointerMove);\n document.addEventListener('pointerdown', onInitialPointerMove);\n document.addEventListener('pointerup', onInitialPointerMove);\n document.addEventListener('touchmove', onInitialPointerMove);\n document.addEventListener('touchstart', onInitialPointerMove);\n document.addEventListener('touchend', onInitialPointerMove);\n }\n\n function removeInitialPointerMoveListeners() {\n document.removeEventListener('mousemove', onInitialPointerMove);\n document.removeEventListener('mousedown', onInitialPointerMove);\n document.removeEventListener('mouseup', onInitialPointerMove);\n document.removeEventListener('pointermove', onInitialPointerMove);\n document.removeEventListener('pointerdown', onInitialPointerMove);\n document.removeEventListener('pointerup', onInitialPointerMove);\n document.removeEventListener('touchmove', onInitialPointerMove);\n document.removeEventListener('touchstart', onInitialPointerMove);\n document.removeEventListener('touchend', onInitialPointerMove);\n }\n\n /**\n * When the polfyill first loads, assume the user is in keyboard modality.\n * If any event is received from a pointing device (e.g. mouse, pointer,\n * touch), turn off keyboard modality.\n * This accounts for situations where focus enters the page from the URL bar.\n * @param {Event} e\n */\n function onInitialPointerMove(e) {\n // Work around a Safari quirk that fires a mousemove on whenever the\n // window blurs, even if you're tabbing out of the page. \u00AF\\_(\u30C4)_/\u00AF\n if (e.target.nodeName && e.target.nodeName.toLowerCase() === 'html') {\n return;\n }\n\n hadKeyboardEvent = false;\n removeInitialPointerMoveListeners();\n }\n\n // For some kinds of state, we are interested in changes at the global scope\n // only. For example, global pointer input, global key presses and global\n // visibility change should affect the state at every scope:\n document.addEventListener('keydown', onKeyDown, true);\n document.addEventListener('mousedown', onPointerDown, true);\n document.addEventListener('pointerdown', onPointerDown, true);\n document.addEventListener('touchstart', onPointerDown, true);\n document.addEventListener('visibilitychange', onVisibilityChange, true);\n\n addInitialPointerMoveListeners();\n\n // For focus and blur, we specifically care about state changes in the local\n // scope. This is because focus / blur events that originate from within a\n // shadow root are not re-dispatched from the host element if it was already\n // the active element in its own scope:\n scope.addEventListener('focus', onFocus, true);\n scope.addEventListener('blur', onBlur, true);\n\n // We detect that a node is a ShadowRoot by ensuring that it is a\n // DocumentFragment and also has a host property. This check covers native\n // implementation and polyfill implementation transparently. If we only cared\n // about the native implementation, we could just check if the scope was\n // an instance of a ShadowRoot.\n if (scope.nodeType === Node.DOCUMENT_FRAGMENT_NODE && scope.host) {\n // Since a ShadowRoot is a special kind of DocumentFragment, it does not\n // have a root element to add a class to. So, we add this attribute to the\n // host element instead:\n scope.host.setAttribute('data-js-focus-visible', '');\n } else if (scope.nodeType === Node.DOCUMENT_NODE) {\n document.documentElement.classList.add('js-focus-visible');\n document.documentElement.setAttribute('data-js-focus-visible', '');\n }\n }\n\n // It is important to wrap all references to global window and document in\n // these checks to support server-side rendering use cases\n // @see https://github.com/WICG/focus-visible/issues/199\n if (typeof window !== 'undefined' && typeof document !== 'undefined') {\n // Make the polyfill helper globally available. This can be used as a signal\n // to interested libraries that wish to coordinate with the polyfill for e.g.,\n // applying the polyfill to a shadow root:\n window.applyFocusVisiblePolyfill = applyFocusVisiblePolyfill;\n\n // Notify interested libraries of the polyfill's presence, in case the\n // polyfill was loaded lazily:\n var event;\n\n try {\n event = new CustomEvent('focus-visible-polyfill-ready');\n } catch (error) {\n // IE11 does not support using CustomEvent as a constructor directly:\n event = document.createEvent('CustomEvent');\n event.initCustomEvent('focus-visible-polyfill-ready', false, false, {});\n }\n\n window.dispatchEvent(event);\n }\n\n if (typeof document !== 'undefined') {\n // Apply the polyfill to the global document, so that no JavaScript\n // coordination is required to use the polyfill in the top-level document:\n applyFocusVisiblePolyfill(document);\n }\n\n})));\n", "/*!\n * escape-html\n * Copyright(c) 2012-2013 TJ Holowaychuk\n * Copyright(c) 2015 Andreas Lubbe\n * Copyright(c) 2015 Tiancheng \"Timothy\" Gu\n * MIT Licensed\n */\n\n'use strict';\n\n/**\n * Module variables.\n * @private\n */\n\nvar matchHtmlRegExp = /[\"'&<>]/;\n\n/**\n * Module exports.\n * @public\n */\n\nmodule.exports = escapeHtml;\n\n/**\n * Escape special characters in the given string of html.\n *\n * @param {string} string The string to escape for inserting into HTML\n * @return {string}\n * @public\n */\n\nfunction escapeHtml(string) {\n var str = '' + string;\n var match = matchHtmlRegExp.exec(str);\n\n if (!match) {\n return str;\n }\n\n var escape;\n var html = '';\n var index = 0;\n var lastIndex = 0;\n\n for (index = match.index; index < str.length; index++) {\n switch (str.charCodeAt(index)) {\n case 34: // \"\n escape = '"';\n break;\n case 38: // &\n escape = '&';\n break;\n case 39: // '\n escape = ''';\n break;\n case 60: // <\n escape = '<';\n break;\n case 62: // >\n escape = '>';\n break;\n default:\n continue;\n }\n\n if (lastIndex !== index) {\n html += str.substring(lastIndex, index);\n }\n\n lastIndex = index + 1;\n html += escape;\n }\n\n return lastIndex !== index\n ? html + str.substring(lastIndex, index)\n : html;\n}\n", "/*!\n * clipboard.js v2.0.11\n * https://clipboardjs.com/\n *\n * Licensed MIT \u00A9 Zeno Rocha\n */\n(function webpackUniversalModuleDefinition(root, factory) {\n\tif(typeof exports === 'object' && typeof module === 'object')\n\t\tmodule.exports = factory();\n\telse if(typeof define === 'function' && define.amd)\n\t\tdefine([], factory);\n\telse if(typeof exports === 'object')\n\t\texports[\"ClipboardJS\"] = factory();\n\telse\n\t\troot[\"ClipboardJS\"] = factory();\n})(this, function() {\nreturn /******/ (function() { // webpackBootstrap\n/******/ \tvar __webpack_modules__ = ({\n\n/***/ 686:\n/***/ (function(__unused_webpack_module, __webpack_exports__, __webpack_require__) {\n\n\"use strict\";\n\n// EXPORTS\n__webpack_require__.d(__webpack_exports__, {\n \"default\": function() { return /* binding */ clipboard; }\n});\n\n// EXTERNAL MODULE: ./node_modules/tiny-emitter/index.js\nvar tiny_emitter = __webpack_require__(279);\nvar tiny_emitter_default = /*#__PURE__*/__webpack_require__.n(tiny_emitter);\n// EXTERNAL MODULE: ./node_modules/good-listener/src/listen.js\nvar listen = __webpack_require__(370);\nvar listen_default = /*#__PURE__*/__webpack_require__.n(listen);\n// EXTERNAL MODULE: ./node_modules/select/src/select.js\nvar src_select = __webpack_require__(817);\nvar select_default = /*#__PURE__*/__webpack_require__.n(src_select);\n;// CONCATENATED MODULE: ./src/common/command.js\n/**\n * Executes a given operation type.\n * @param {String} type\n * @return {Boolean}\n */\nfunction command(type) {\n try {\n return document.execCommand(type);\n } catch (err) {\n return false;\n }\n}\n;// CONCATENATED MODULE: ./src/actions/cut.js\n\n\n/**\n * Cut action wrapper.\n * @param {String|HTMLElement} target\n * @return {String}\n */\n\nvar ClipboardActionCut = function ClipboardActionCut(target) {\n var selectedText = select_default()(target);\n command('cut');\n return selectedText;\n};\n\n/* harmony default export */ var actions_cut = (ClipboardActionCut);\n;// CONCATENATED MODULE: ./src/common/create-fake-element.js\n/**\n * Creates a fake textarea element with a value.\n * @param {String} value\n * @return {HTMLElement}\n */\nfunction createFakeElement(value) {\n var isRTL = document.documentElement.getAttribute('dir') === 'rtl';\n var fakeElement = document.createElement('textarea'); // Prevent zooming on iOS\n\n fakeElement.style.fontSize = '12pt'; // Reset box model\n\n fakeElement.style.border = '0';\n fakeElement.style.padding = '0';\n fakeElement.style.margin = '0'; // Move element out of screen horizontally\n\n fakeElement.style.position = 'absolute';\n fakeElement.style[isRTL ? 'right' : 'left'] = '-9999px'; // Move element to the same position vertically\n\n var yPosition = window.pageYOffset || document.documentElement.scrollTop;\n fakeElement.style.top = \"\".concat(yPosition, \"px\");\n fakeElement.setAttribute('readonly', '');\n fakeElement.value = value;\n return fakeElement;\n}\n;// CONCATENATED MODULE: ./src/actions/copy.js\n\n\n\n/**\n * Create fake copy action wrapper using a fake element.\n * @param {String} target\n * @param {Object} options\n * @return {String}\n */\n\nvar fakeCopyAction = function fakeCopyAction(value, options) {\n var fakeElement = createFakeElement(value);\n options.container.appendChild(fakeElement);\n var selectedText = select_default()(fakeElement);\n command('copy');\n fakeElement.remove();\n return selectedText;\n};\n/**\n * Copy action wrapper.\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @return {String}\n */\n\n\nvar ClipboardActionCopy = function ClipboardActionCopy(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n container: document.body\n };\n var selectedText = '';\n\n if (typeof target === 'string') {\n selectedText = fakeCopyAction(target, options);\n } else if (target instanceof HTMLInputElement && !['text', 'search', 'url', 'tel', 'password'].includes(target === null || target === void 0 ? void 0 : target.type)) {\n // If input type doesn't support `setSelectionRange`. Simulate it. https://developer.mozilla.org/en-US/docs/Web/API/HTMLInputElement/setSelectionRange\n selectedText = fakeCopyAction(target.value, options);\n } else {\n selectedText = select_default()(target);\n command('copy');\n }\n\n return selectedText;\n};\n\n/* harmony default export */ var actions_copy = (ClipboardActionCopy);\n;// CONCATENATED MODULE: ./src/actions/default.js\nfunction _typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { _typeof = function _typeof(obj) { return typeof obj; }; } else { _typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return _typeof(obj); }\n\n\n\n/**\n * Inner function which performs selection from either `text` or `target`\n * properties and then executes copy or cut operations.\n * @param {Object} options\n */\n\nvar ClipboardActionDefault = function ClipboardActionDefault() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n // Defines base properties passed from constructor.\n var _options$action = options.action,\n action = _options$action === void 0 ? 'copy' : _options$action,\n container = options.container,\n target = options.target,\n text = options.text; // Sets the `action` to be performed which can be either 'copy' or 'cut'.\n\n if (action !== 'copy' && action !== 'cut') {\n throw new Error('Invalid \"action\" value, use either \"copy\" or \"cut\"');\n } // Sets the `target` property using an element that will be have its content copied.\n\n\n if (target !== undefined) {\n if (target && _typeof(target) === 'object' && target.nodeType === 1) {\n if (action === 'copy' && target.hasAttribute('disabled')) {\n throw new Error('Invalid \"target\" attribute. Please use \"readonly\" instead of \"disabled\" attribute');\n }\n\n if (action === 'cut' && (target.hasAttribute('readonly') || target.hasAttribute('disabled'))) {\n throw new Error('Invalid \"target\" attribute. You can\\'t cut text from elements with \"readonly\" or \"disabled\" attributes');\n }\n } else {\n throw new Error('Invalid \"target\" value, use a valid Element');\n }\n } // Define selection strategy based on `text` property.\n\n\n if (text) {\n return actions_copy(text, {\n container: container\n });\n } // Defines which selection strategy based on `target` property.\n\n\n if (target) {\n return action === 'cut' ? actions_cut(target) : actions_copy(target, {\n container: container\n });\n }\n};\n\n/* harmony default export */ var actions_default = (ClipboardActionDefault);\n;// CONCATENATED MODULE: ./src/clipboard.js\nfunction clipboard_typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { clipboard_typeof = function _typeof(obj) { return typeof obj; }; } else { clipboard_typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return clipboard_typeof(obj); }\n\nfunction _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError(\"Cannot call a class as a function\"); } }\n\nfunction _defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if (\"value\" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } }\n\nfunction _createClass(Constructor, protoProps, staticProps) { if (protoProps) _defineProperties(Constructor.prototype, protoProps); if (staticProps) _defineProperties(Constructor, staticProps); return Constructor; }\n\nfunction _inherits(subClass, superClass) { if (typeof superClass !== \"function\" && superClass !== null) { throw new TypeError(\"Super expression must either be null or a function\"); } subClass.prototype = Object.create(superClass && superClass.prototype, { constructor: { value: subClass, writable: true, configurable: true } }); if (superClass) _setPrototypeOf(subClass, superClass); }\n\nfunction _setPrototypeOf(o, p) { _setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(o, p) { o.__proto__ = p; return o; }; return _setPrototypeOf(o, p); }\n\nfunction _createSuper(Derived) { var hasNativeReflectConstruct = _isNativeReflectConstruct(); return function _createSuperInternal() { var Super = _getPrototypeOf(Derived), result; if (hasNativeReflectConstruct) { var NewTarget = _getPrototypeOf(this).constructor; result = Reflect.construct(Super, arguments, NewTarget); } else { result = Super.apply(this, arguments); } return _possibleConstructorReturn(this, result); }; }\n\nfunction _possibleConstructorReturn(self, call) { if (call && (clipboard_typeof(call) === \"object\" || typeof call === \"function\")) { return call; } return _assertThisInitialized(self); }\n\nfunction _assertThisInitialized(self) { if (self === void 0) { throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\"); } return self; }\n\nfunction _isNativeReflectConstruct() { if (typeof Reflect === \"undefined\" || !Reflect.construct) return false; if (Reflect.construct.sham) return false; if (typeof Proxy === \"function\") return true; try { Date.prototype.toString.call(Reflect.construct(Date, [], function () {})); return true; } catch (e) { return false; } }\n\nfunction _getPrototypeOf(o) { _getPrototypeOf = Object.setPrototypeOf ? Object.getPrototypeOf : function _getPrototypeOf(o) { return o.__proto__ || Object.getPrototypeOf(o); }; return _getPrototypeOf(o); }\n\n\n\n\n\n\n/**\n * Helper function to retrieve attribute value.\n * @param {String} suffix\n * @param {Element} element\n */\n\nfunction getAttributeValue(suffix, element) {\n var attribute = \"data-clipboard-\".concat(suffix);\n\n if (!element.hasAttribute(attribute)) {\n return;\n }\n\n return element.getAttribute(attribute);\n}\n/**\n * Base class which takes one or more elements, adds event listeners to them,\n * and instantiates a new `ClipboardAction` on each click.\n */\n\n\nvar Clipboard = /*#__PURE__*/function (_Emitter) {\n _inherits(Clipboard, _Emitter);\n\n var _super = _createSuper(Clipboard);\n\n /**\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n * @param {Object} options\n */\n function Clipboard(trigger, options) {\n var _this;\n\n _classCallCheck(this, Clipboard);\n\n _this = _super.call(this);\n\n _this.resolveOptions(options);\n\n _this.listenClick(trigger);\n\n return _this;\n }\n /**\n * Defines if attributes would be resolved using internal setter functions\n * or custom functions that were passed in the constructor.\n * @param {Object} options\n */\n\n\n _createClass(Clipboard, [{\n key: \"resolveOptions\",\n value: function resolveOptions() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n this.action = typeof options.action === 'function' ? options.action : this.defaultAction;\n this.target = typeof options.target === 'function' ? options.target : this.defaultTarget;\n this.text = typeof options.text === 'function' ? options.text : this.defaultText;\n this.container = clipboard_typeof(options.container) === 'object' ? options.container : document.body;\n }\n /**\n * Adds a click event listener to the passed trigger.\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n */\n\n }, {\n key: \"listenClick\",\n value: function listenClick(trigger) {\n var _this2 = this;\n\n this.listener = listen_default()(trigger, 'click', function (e) {\n return _this2.onClick(e);\n });\n }\n /**\n * Defines a new `ClipboardAction` on each click event.\n * @param {Event} e\n */\n\n }, {\n key: \"onClick\",\n value: function onClick(e) {\n var trigger = e.delegateTarget || e.currentTarget;\n var action = this.action(trigger) || 'copy';\n var text = actions_default({\n action: action,\n container: this.container,\n target: this.target(trigger),\n text: this.text(trigger)\n }); // Fires an event based on the copy operation result.\n\n this.emit(text ? 'success' : 'error', {\n action: action,\n text: text,\n trigger: trigger,\n clearSelection: function clearSelection() {\n if (trigger) {\n trigger.focus();\n }\n\n window.getSelection().removeAllRanges();\n }\n });\n }\n /**\n * Default `action` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultAction\",\n value: function defaultAction(trigger) {\n return getAttributeValue('action', trigger);\n }\n /**\n * Default `target` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultTarget\",\n value: function defaultTarget(trigger) {\n var selector = getAttributeValue('target', trigger);\n\n if (selector) {\n return document.querySelector(selector);\n }\n }\n /**\n * Allow fire programmatically a copy action\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @returns Text copied.\n */\n\n }, {\n key: \"defaultText\",\n\n /**\n * Default `text` lookup function.\n * @param {Element} trigger\n */\n value: function defaultText(trigger) {\n return getAttributeValue('text', trigger);\n }\n /**\n * Destroy lifecycle.\n */\n\n }, {\n key: \"destroy\",\n value: function destroy() {\n this.listener.destroy();\n }\n }], [{\n key: \"copy\",\n value: function copy(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n container: document.body\n };\n return actions_copy(target, options);\n }\n /**\n * Allow fire programmatically a cut action\n * @param {String|HTMLElement} target\n * @returns Text cutted.\n */\n\n }, {\n key: \"cut\",\n value: function cut(target) {\n return actions_cut(target);\n }\n /**\n * Returns the support of the given action, or all actions if no action is\n * given.\n * @param {String} [action]\n */\n\n }, {\n key: \"isSupported\",\n value: function isSupported() {\n var action = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : ['copy', 'cut'];\n var actions = typeof action === 'string' ? [action] : action;\n var support = !!document.queryCommandSupported;\n actions.forEach(function (action) {\n support = support && !!document.queryCommandSupported(action);\n });\n return support;\n }\n }]);\n\n return Clipboard;\n}((tiny_emitter_default()));\n\n/* harmony default export */ var clipboard = (Clipboard);\n\n/***/ }),\n\n/***/ 828:\n/***/ (function(module) {\n\nvar DOCUMENT_NODE_TYPE = 9;\n\n/**\n * A polyfill for Element.matches()\n */\nif (typeof Element !== 'undefined' && !Element.prototype.matches) {\n var proto = Element.prototype;\n\n proto.matches = proto.matchesSelector ||\n proto.mozMatchesSelector ||\n proto.msMatchesSelector ||\n proto.oMatchesSelector ||\n proto.webkitMatchesSelector;\n}\n\n/**\n * Finds the closest parent that matches a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @return {Function}\n */\nfunction closest (element, selector) {\n while (element && element.nodeType !== DOCUMENT_NODE_TYPE) {\n if (typeof element.matches === 'function' &&\n element.matches(selector)) {\n return element;\n }\n element = element.parentNode;\n }\n}\n\nmodule.exports = closest;\n\n\n/***/ }),\n\n/***/ 438:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar closest = __webpack_require__(828);\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction _delegate(element, selector, type, callback, useCapture) {\n var listenerFn = listener.apply(this, arguments);\n\n element.addEventListener(type, listenerFn, useCapture);\n\n return {\n destroy: function() {\n element.removeEventListener(type, listenerFn, useCapture);\n }\n }\n}\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element|String|Array} [elements]\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction delegate(elements, selector, type, callback, useCapture) {\n // Handle the regular Element usage\n if (typeof elements.addEventListener === 'function') {\n return _delegate.apply(null, arguments);\n }\n\n // Handle Element-less usage, it defaults to global delegation\n if (typeof type === 'function') {\n // Use `document` as the first parameter, then apply arguments\n // This is a short way to .unshift `arguments` without running into deoptimizations\n return _delegate.bind(null, document).apply(null, arguments);\n }\n\n // Handle Selector-based usage\n if (typeof elements === 'string') {\n elements = document.querySelectorAll(elements);\n }\n\n // Handle Array-like based usage\n return Array.prototype.map.call(elements, function (element) {\n return _delegate(element, selector, type, callback, useCapture);\n });\n}\n\n/**\n * Finds closest match and invokes callback.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Function}\n */\nfunction listener(element, selector, type, callback) {\n return function(e) {\n e.delegateTarget = closest(e.target, selector);\n\n if (e.delegateTarget) {\n callback.call(element, e);\n }\n }\n}\n\nmodule.exports = delegate;\n\n\n/***/ }),\n\n/***/ 879:\n/***/ (function(__unused_webpack_module, exports) {\n\n/**\n * Check if argument is a HTML element.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.node = function(value) {\n return value !== undefined\n && value instanceof HTMLElement\n && value.nodeType === 1;\n};\n\n/**\n * Check if argument is a list of HTML elements.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.nodeList = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return value !== undefined\n && (type === '[object NodeList]' || type === '[object HTMLCollection]')\n && ('length' in value)\n && (value.length === 0 || exports.node(value[0]));\n};\n\n/**\n * Check if argument is a string.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.string = function(value) {\n return typeof value === 'string'\n || value instanceof String;\n};\n\n/**\n * Check if argument is a function.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.fn = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return type === '[object Function]';\n};\n\n\n/***/ }),\n\n/***/ 370:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar is = __webpack_require__(879);\nvar delegate = __webpack_require__(438);\n\n/**\n * Validates all params and calls the right\n * listener function based on its target type.\n *\n * @param {String|HTMLElement|HTMLCollection|NodeList} target\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listen(target, type, callback) {\n if (!target && !type && !callback) {\n throw new Error('Missing required arguments');\n }\n\n if (!is.string(type)) {\n throw new TypeError('Second argument must be a String');\n }\n\n if (!is.fn(callback)) {\n throw new TypeError('Third argument must be a Function');\n }\n\n if (is.node(target)) {\n return listenNode(target, type, callback);\n }\n else if (is.nodeList(target)) {\n return listenNodeList(target, type, callback);\n }\n else if (is.string(target)) {\n return listenSelector(target, type, callback);\n }\n else {\n throw new TypeError('First argument must be a String, HTMLElement, HTMLCollection, or NodeList');\n }\n}\n\n/**\n * Adds an event listener to a HTML element\n * and returns a remove listener function.\n *\n * @param {HTMLElement} node\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNode(node, type, callback) {\n node.addEventListener(type, callback);\n\n return {\n destroy: function() {\n node.removeEventListener(type, callback);\n }\n }\n}\n\n/**\n * Add an event listener to a list of HTML elements\n * and returns a remove listener function.\n *\n * @param {NodeList|HTMLCollection} nodeList\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNodeList(nodeList, type, callback) {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.addEventListener(type, callback);\n });\n\n return {\n destroy: function() {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.removeEventListener(type, callback);\n });\n }\n }\n}\n\n/**\n * Add an event listener to a selector\n * and returns a remove listener function.\n *\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenSelector(selector, type, callback) {\n return delegate(document.body, selector, type, callback);\n}\n\nmodule.exports = listen;\n\n\n/***/ }),\n\n/***/ 817:\n/***/ (function(module) {\n\nfunction select(element) {\n var selectedText;\n\n if (element.nodeName === 'SELECT') {\n element.focus();\n\n selectedText = element.value;\n }\n else if (element.nodeName === 'INPUT' || element.nodeName === 'TEXTAREA') {\n var isReadOnly = element.hasAttribute('readonly');\n\n if (!isReadOnly) {\n element.setAttribute('readonly', '');\n }\n\n element.select();\n element.setSelectionRange(0, element.value.length);\n\n if (!isReadOnly) {\n element.removeAttribute('readonly');\n }\n\n selectedText = element.value;\n }\n else {\n if (element.hasAttribute('contenteditable')) {\n element.focus();\n }\n\n var selection = window.getSelection();\n var range = document.createRange();\n\n range.selectNodeContents(element);\n selection.removeAllRanges();\n selection.addRange(range);\n\n selectedText = selection.toString();\n }\n\n return selectedText;\n}\n\nmodule.exports = select;\n\n\n/***/ }),\n\n/***/ 279:\n/***/ (function(module) {\n\nfunction E () {\n // Keep this empty so it's easier to inherit from\n // (via https://github.com/lipsmack from https://github.com/scottcorgan/tiny-emitter/issues/3)\n}\n\nE.prototype = {\n on: function (name, callback, ctx) {\n var e = this.e || (this.e = {});\n\n (e[name] || (e[name] = [])).push({\n fn: callback,\n ctx: ctx\n });\n\n return this;\n },\n\n once: function (name, callback, ctx) {\n var self = this;\n function listener () {\n self.off(name, listener);\n callback.apply(ctx, arguments);\n };\n\n listener._ = callback\n return this.on(name, listener, ctx);\n },\n\n emit: function (name) {\n var data = [].slice.call(arguments, 1);\n var evtArr = ((this.e || (this.e = {}))[name] || []).slice();\n var i = 0;\n var len = evtArr.length;\n\n for (i; i < len; i++) {\n evtArr[i].fn.apply(evtArr[i].ctx, data);\n }\n\n return this;\n },\n\n off: function (name, callback) {\n var e = this.e || (this.e = {});\n var evts = e[name];\n var liveEvents = [];\n\n if (evts && callback) {\n for (var i = 0, len = evts.length; i < len; i++) {\n if (evts[i].fn !== callback && evts[i].fn._ !== callback)\n liveEvents.push(evts[i]);\n }\n }\n\n // Remove event from queue to prevent memory leak\n // Suggested by https://github.com/lazd\n // Ref: https://github.com/scottcorgan/tiny-emitter/commit/c6ebfaa9bc973b33d110a84a307742b7cf94c953#commitcomment-5024910\n\n (liveEvents.length)\n ? e[name] = liveEvents\n : delete e[name];\n\n return this;\n }\n};\n\nmodule.exports = E;\nmodule.exports.TinyEmitter = E;\n\n\n/***/ })\n\n/******/ \t});\n/************************************************************************/\n/******/ \t// The module cache\n/******/ \tvar __webpack_module_cache__ = {};\n/******/ \t\n/******/ \t// The require function\n/******/ \tfunction __webpack_require__(moduleId) {\n/******/ \t\t// Check if module is in cache\n/******/ \t\tif(__webpack_module_cache__[moduleId]) {\n/******/ \t\t\treturn __webpack_module_cache__[moduleId].exports;\n/******/ \t\t}\n/******/ \t\t// Create a new module (and put it into the cache)\n/******/ \t\tvar module = __webpack_module_cache__[moduleId] = {\n/******/ \t\t\t// no module.id needed\n/******/ \t\t\t// no module.loaded needed\n/******/ \t\t\texports: {}\n/******/ \t\t};\n/******/ \t\n/******/ \t\t// Execute the module function\n/******/ \t\t__webpack_modules__[moduleId](module, module.exports, __webpack_require__);\n/******/ \t\n/******/ \t\t// Return the exports of the module\n/******/ \t\treturn module.exports;\n/******/ \t}\n/******/ \t\n/************************************************************************/\n/******/ \t/* webpack/runtime/compat get default export */\n/******/ \t!function() {\n/******/ \t\t// getDefaultExport function for compatibility with non-harmony modules\n/******/ \t\t__webpack_require__.n = function(module) {\n/******/ \t\t\tvar getter = module && module.__esModule ?\n/******/ \t\t\t\tfunction() { return module['default']; } :\n/******/ \t\t\t\tfunction() { return module; };\n/******/ \t\t\t__webpack_require__.d(getter, { a: getter });\n/******/ \t\t\treturn getter;\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/define property getters */\n/******/ \t!function() {\n/******/ \t\t// define getter functions for harmony exports\n/******/ \t\t__webpack_require__.d = function(exports, definition) {\n/******/ \t\t\tfor(var key in definition) {\n/******/ \t\t\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n/******/ \t\t\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n/******/ \t\t\t\t}\n/******/ \t\t\t}\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/hasOwnProperty shorthand */\n/******/ \t!function() {\n/******/ \t\t__webpack_require__.o = function(obj, prop) { return Object.prototype.hasOwnProperty.call(obj, prop); }\n/******/ \t}();\n/******/ \t\n/************************************************************************/\n/******/ \t// module exports must be returned from runtime so entry inlining is disabled\n/******/ \t// startup\n/******/ \t// Load entry module and return exports\n/******/ \treturn __webpack_require__(686);\n/******/ })()\n.default;\n});", "/*\n * Copyright (c) 2016-2025 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport \"focus-visible\"\n\nimport {\n EMPTY,\n NEVER,\n Observable,\n Subject,\n defer,\n delay,\n filter,\n map,\n merge,\n mergeWith,\n shareReplay,\n switchMap\n} from \"rxjs\"\n\nimport { configuration, feature } from \"./_\"\nimport {\n at,\n getActiveElement,\n getOptionalElement,\n requestJSON,\n setLocation,\n setToggle,\n watchDocument,\n watchKeyboard,\n watchLocation,\n watchLocationTarget,\n watchMedia,\n watchPrint,\n watchScript,\n watchViewport\n} from \"./browser\"\nimport {\n getComponentElement,\n getComponentElements,\n mountAnnounce,\n mountBackToTop,\n mountConsent,\n mountContent,\n mountDialog,\n mountHeader,\n mountHeaderTitle,\n mountPalette,\n mountProgress,\n mountSearch,\n mountSearchHiglight,\n mountSidebar,\n mountSource,\n mountTableOfContents,\n mountTabs,\n watchHeader,\n watchMain\n} from \"./components\"\nimport {\n SearchIndex,\n fetchSitemap,\n setupAlternate,\n setupClipboardJS,\n setupInstantNavigation,\n setupVersionSelector\n} from \"./integrations\"\nimport {\n patchEllipsis,\n patchIndeterminate,\n patchScrollfix,\n patchScrolllock\n} from \"./patches\"\nimport \"./polyfills\"\n\n/* ----------------------------------------------------------------------------\n * Functions - @todo refactor\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch search index\n *\n * @returns Search index observable\n */\nfunction fetchSearchIndex(): Observable {\n if (location.protocol === \"file:\") {\n return watchScript(\n `${new URL(\"search/search_index.js\", config.base)}`\n )\n .pipe(\n // @ts-ignore - @todo fix typings\n map(() => __index),\n shareReplay(1)\n )\n } else {\n return requestJSON(\n new URL(\"search/search_index.json\", config.base)\n )\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Application\n * ------------------------------------------------------------------------- */\n\n/* Yay, JavaScript is available */\ndocument.documentElement.classList.remove(\"no-js\")\ndocument.documentElement.classList.add(\"js\")\n\n/* Set up navigation observables and subjects */\nconst document$ = watchDocument()\nconst location$ = watchLocation()\nconst target$ = watchLocationTarget(location$)\nconst keyboard$ = watchKeyboard()\n\n/* Set up media observables */\nconst viewport$ = watchViewport()\nconst tablet$ = watchMedia(\"(min-width: 60em)\")\nconst screen$ = watchMedia(\"(min-width: 76.25em)\")\nconst print$ = watchPrint()\n\n/* Retrieve search index, if search is enabled */\nconst config = configuration()\nconst index$ = document.forms.namedItem(\"search\")\n ? fetchSearchIndex()\n : NEVER\n\n/* Set up Clipboard.js integration */\nconst alert$ = new Subject()\nsetupClipboardJS({ alert$ })\n\n/* Set up language selector */\nsetupAlternate({ document$ })\n\n/* Set up progress indicator */\nconst progress$ = new Subject()\n\n/* Set up sitemap for instant navigation and previews */\nconst sitemap$ = fetchSitemap(config.base)\n\n/* Set up instant navigation, if enabled */\nif (feature(\"navigation.instant\"))\n setupInstantNavigation({ sitemap$, location$, viewport$, progress$ })\n .subscribe(document$)\n\n/* Set up version selector */\nif (config.version?.provider === \"mike\")\n setupVersionSelector({ document$ })\n\n/* Always close drawer and search on navigation */\nmerge(location$, target$)\n .pipe(\n delay(125)\n )\n .subscribe(() => {\n setToggle(\"drawer\", false)\n setToggle(\"search\", false)\n })\n\n/* Set up global keyboard handlers */\nkeyboard$\n .pipe(\n filter(({ mode }) => mode === \"global\")\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Go to previous page */\n case \"p\":\n case \",\":\n const prev = getOptionalElement(\"link[rel=prev]\")\n if (typeof prev !== \"undefined\")\n setLocation(prev)\n break\n\n /* Go to next page */\n case \"n\":\n case \".\":\n const next = getOptionalElement(\"link[rel=next]\")\n if (typeof next !== \"undefined\")\n setLocation(next)\n break\n\n /* Expand navigation, see https://bit.ly/3ZjG5io */\n case \"Enter\":\n const active = getActiveElement()\n if (active instanceof HTMLLabelElement)\n active.click()\n }\n })\n\n/* Set up patches */\npatchEllipsis({ viewport$, document$ })\npatchIndeterminate({ document$, tablet$ })\npatchScrollfix({ document$ })\npatchScrolllock({ viewport$, tablet$ })\n\n/* Set up header and main area observable */\nconst header$ = watchHeader(getComponentElement(\"header\"), { viewport$ })\nconst main$ = document$\n .pipe(\n map(() => getComponentElement(\"main\")),\n switchMap(el => watchMain(el, { viewport$, header$ })),\n shareReplay(1)\n )\n\n/* Set up control component observables */\nconst control$ = merge(\n\n /* Consent */\n ...getComponentElements(\"consent\")\n .map(el => mountConsent(el, { target$ })),\n\n /* Dialog */\n ...getComponentElements(\"dialog\")\n .map(el => mountDialog(el, { alert$ })),\n\n /* Color palette */\n ...getComponentElements(\"palette\")\n .map(el => mountPalette(el)),\n\n /* Progress bar */\n ...getComponentElements(\"progress\")\n .map(el => mountProgress(el, { progress$ })),\n\n /* Search */\n ...getComponentElements(\"search\")\n .map(el => mountSearch(el, { index$, keyboard$ })),\n\n /* Repository information */\n ...getComponentElements(\"source\")\n .map(el => mountSource(el))\n)\n\n/* Set up content component observables */\nconst content$ = defer(() => merge(\n\n /* Announcement bar */\n ...getComponentElements(\"announce\")\n .map(el => mountAnnounce(el)),\n\n /* Content */\n ...getComponentElements(\"content\")\n .map(el => mountContent(el, { sitemap$, viewport$, target$, print$ })),\n\n /* Search highlighting */\n ...getComponentElements(\"content\")\n .map(el => feature(\"search.highlight\")\n ? mountSearchHiglight(el, { index$, location$ })\n : EMPTY\n ),\n\n /* Header */\n ...getComponentElements(\"header\")\n .map(el => mountHeader(el, { viewport$, header$, main$ })),\n\n /* Header title */\n ...getComponentElements(\"header-title\")\n .map(el => mountHeaderTitle(el, { viewport$, header$ })),\n\n /* Sidebar */\n ...getComponentElements(\"sidebar\")\n .map(el => el.getAttribute(\"data-md-type\") === \"navigation\"\n ? at(screen$, () => mountSidebar(el, { viewport$, header$, main$ }))\n : at(tablet$, () => mountSidebar(el, { viewport$, header$, main$ }))\n ),\n\n /* Navigation tabs */\n ...getComponentElements(\"tabs\")\n .map(el => mountTabs(el, { viewport$, header$ })),\n\n /* Table of contents */\n ...getComponentElements(\"toc\")\n .map(el => mountTableOfContents(el, {\n viewport$, header$, main$, target$\n })),\n\n /* Back-to-top button */\n ...getComponentElements(\"top\")\n .map(el => mountBackToTop(el, { viewport$, header$, main$, target$ }))\n))\n\n/* Set up component observables */\nconst component$ = document$\n .pipe(\n switchMap(() => content$),\n mergeWith(control$),\n shareReplay(1)\n )\n\n/* Subscribe to all components */\ncomponent$.subscribe()\n\n/* ----------------------------------------------------------------------------\n * Exports\n * ------------------------------------------------------------------------- */\n\nwindow.document$ = document$ /* Document observable */\nwindow.location$ = location$ /* Location subject */\nwindow.target$ = target$ /* Location target observable */\nwindow.keyboard$ = keyboard$ /* Keyboard observable */\nwindow.viewport$ = viewport$ /* Viewport observable */\nwindow.tablet$ = tablet$ /* Media tablet observable */\nwindow.screen$ = screen$ /* Media screen observable */\nwindow.print$ = print$ /* Media print observable */\nwindow.alert$ = alert$ /* Alert subject */\nwindow.progress$ = progress$ /* Progress indicator subject */\nwindow.component$ = component$ /* Component observable */\n", "/******************************************************************************\nCopyright (c) Microsoft Corporation.\n\nPermission to use, copy, modify, and/or distribute this software for any\npurpose with or without fee is hereby granted.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH\nREGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY\nAND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,\nINDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM\nLOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR\nOTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR\nPERFORMANCE OF THIS SOFTWARE.\n***************************************************************************** */\n/* global Reflect, Promise, SuppressedError, Symbol, Iterator */\n\nvar extendStatics = function(d, b) {\n extendStatics = Object.setPrototypeOf ||\n ({ __proto__: [] } instanceof Array && function (d, b) { d.__proto__ = b; }) ||\n function (d, b) { for (var p in b) if (Object.prototype.hasOwnProperty.call(b, p)) d[p] = b[p]; };\n return extendStatics(d, b);\n};\n\nexport function __extends(d, b) {\n if (typeof b !== \"function\" && b !== null)\n throw new TypeError(\"Class extends value \" + String(b) + \" is not a constructor or null\");\n extendStatics(d, b);\n function __() { this.constructor = d; }\n d.prototype = b === null ? Object.create(b) : (__.prototype = b.prototype, new __());\n}\n\nexport var __assign = function() {\n __assign = Object.assign || function __assign(t) {\n for (var s, i = 1, n = arguments.length; i < n; i++) {\n s = arguments[i];\n for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p)) t[p] = s[p];\n }\n return t;\n }\n return __assign.apply(this, arguments);\n}\n\nexport function __rest(s, e) {\n var t = {};\n for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p) && e.indexOf(p) < 0)\n t[p] = s[p];\n if (s != null && typeof Object.getOwnPropertySymbols === \"function\")\n for (var i = 0, p = Object.getOwnPropertySymbols(s); i < p.length; i++) {\n if (e.indexOf(p[i]) < 0 && Object.prototype.propertyIsEnumerable.call(s, p[i]))\n t[p[i]] = s[p[i]];\n }\n return t;\n}\n\nexport function __decorate(decorators, target, key, desc) {\n var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;\n if (typeof Reflect === \"object\" && typeof Reflect.decorate === \"function\") r = Reflect.decorate(decorators, target, key, desc);\n else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;\n return c > 3 && r && Object.defineProperty(target, key, r), r;\n}\n\nexport function __param(paramIndex, decorator) {\n return function (target, key) { decorator(target, key, paramIndex); }\n}\n\nexport function __esDecorate(ctor, descriptorIn, decorators, contextIn, initializers, extraInitializers) {\n function accept(f) { if (f !== void 0 && typeof f !== \"function\") throw new TypeError(\"Function expected\"); return f; }\n var kind = contextIn.kind, key = kind === \"getter\" ? \"get\" : kind === \"setter\" ? \"set\" : \"value\";\n var target = !descriptorIn && ctor ? contextIn[\"static\"] ? ctor : ctor.prototype : null;\n var descriptor = descriptorIn || (target ? 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(function(o, m, k, k2) {\n if (k2 === undefined) k2 = k;\n var desc = Object.getOwnPropertyDescriptor(m, k);\n if (!desc || (\"get\" in desc ? !m.__esModule : desc.writable || desc.configurable)) {\n desc = { enumerable: true, get: function() { return m[k]; } };\n }\n Object.defineProperty(o, k2, desc);\n}) : (function(o, m, k, k2) {\n if (k2 === undefined) k2 = k;\n o[k2] = m[k];\n});\n\nexport function __exportStar(m, o) {\n for (var p in m) if (p !== \"default\" && !Object.prototype.hasOwnProperty.call(o, p)) __createBinding(o, m, p);\n}\n\nexport function __values(o) {\n var s = typeof Symbol === \"function\" && Symbol.iterator, m = s && o[s], i = 0;\n if (m) return m.call(o);\n if (o && typeof o.length === \"number\") return {\n next: function () {\n if (o && i >= o.length) o = void 0;\n return { value: o && o[i++], done: !o };\n }\n };\n throw new TypeError(s ? \"Object is not iterable.\" : \"Symbol.iterator is not defined.\");\n}\n\nexport function __read(o, n) {\n var m = typeof Symbol === \"function\" && o[Symbol.iterator];\n if (!m) return o;\n var i = m.call(o), r, ar = [], e;\n try {\n while ((n === void 0 || n-- > 0) && !(r = i.next()).done) ar.push(r.value);\n }\n catch (error) { e = { error: error }; }\n finally {\n try {\n if (r && !r.done && (m = i[\"return\"])) m.call(i);\n }\n finally { if (e) throw e.error; }\n }\n return ar;\n}\n\n/** @deprecated */\nexport function __spread() {\n for (var ar = [], i = 0; i < arguments.length; i++)\n ar = ar.concat(__read(arguments[i]));\n return ar;\n}\n\n/** @deprecated */\nexport function __spreadArrays() {\n for (var s = 0, i = 0, il = arguments.length; i < il; i++) s += arguments[i].length;\n for (var r = Array(s), k = 0, i = 0; i < il; i++)\n for (var a = arguments[i], j = 0, jl = a.length; j < jl; j++, k++)\n r[k] = a[j];\n return r;\n}\n\nexport function __spreadArray(to, from, pack) {\n if (pack || arguments.length === 2) for (var i = 0, l = from.length, ar; i < l; i++) {\n if (ar || !(i in from)) {\n if (!ar) ar = Array.prototype.slice.call(from, 0, i);\n ar[i] = from[i];\n }\n }\n return to.concat(ar || Array.prototype.slice.call(from));\n}\n\nexport function __await(v) {\n return this instanceof __await ? (this.v = v, this) : new __await(v);\n}\n\nexport function __asyncGenerator(thisArg, _arguments, generator) {\n if (!Symbol.asyncIterator) throw new TypeError(\"Symbol.asyncIterator is not defined.\");\n var g = generator.apply(thisArg, _arguments || []), i, q = [];\n return i = Object.create((typeof AsyncIterator === \"function\" ? AsyncIterator : Object).prototype), verb(\"next\"), verb(\"throw\"), verb(\"return\", awaitReturn), i[Symbol.asyncIterator] = function () { return this; }, i;\n function awaitReturn(f) { return function (v) { return Promise.resolve(v).then(f, reject); }; }\n function verb(n, f) { if (g[n]) { i[n] = function (v) { return new Promise(function (a, b) { q.push([n, v, a, b]) > 1 || resume(n, v); }); }; if (f) i[n] = f(i[n]); } }\n function resume(n, v) { try { step(g[n](v)); } catch (e) { settle(q[0][3], e); } }\n function step(r) { r.value instanceof __await ? Promise.resolve(r.value.v).then(fulfill, reject) : settle(q[0][2], r); }\n function fulfill(value) { resume(\"next\", value); }\n function reject(value) { resume(\"throw\", value); }\n function settle(f, v) { if (f(v), q.shift(), q.length) resume(q[0][0], q[0][1]); }\n}\n\nexport function __asyncDelegator(o) {\n var i, p;\n return i = {}, verb(\"next\"), verb(\"throw\", function (e) { throw e; }), verb(\"return\"), i[Symbol.iterator] = function () { return this; }, i;\n function verb(n, f) { i[n] = o[n] ? function (v) { return (p = !p) ? { value: __await(o[n](v)), done: false } : f ? f(v) : v; } : f; }\n}\n\nexport function __asyncValues(o) {\n if (!Symbol.asyncIterator) throw new TypeError(\"Symbol.asyncIterator is not defined.\");\n var m = o[Symbol.asyncIterator], i;\n return m ? m.call(o) : (o = typeof __values === \"function\" ? __values(o) : o[Symbol.iterator](), i = {}, verb(\"next\"), verb(\"throw\"), verb(\"return\"), i[Symbol.asyncIterator] = function () { return this; }, i);\n function verb(n) { i[n] = o[n] && function (v) { return new Promise(function (resolve, reject) { v = o[n](v), settle(resolve, reject, v.done, v.value); }); }; }\n function settle(resolve, reject, d, v) { Promise.resolve(v).then(function(v) { resolve({ value: v, done: d }); }, reject); }\n}\n\nexport function __makeTemplateObject(cooked, raw) {\n if (Object.defineProperty) { Object.defineProperty(cooked, \"raw\", { value: raw }); } else { cooked.raw = raw; }\n return cooked;\n};\n\nvar __setModuleDefault = Object.create ? (function(o, v) {\n Object.defineProperty(o, \"default\", { enumerable: true, value: v });\n}) : function(o, v) {\n o[\"default\"] = v;\n};\n\nexport function __importStar(mod) {\n if (mod && mod.__esModule) return mod;\n var result = {};\n if (mod != null) for (var k in mod) if (k !== \"default\" && Object.prototype.hasOwnProperty.call(mod, k)) __createBinding(result, mod, k);\n __setModuleDefault(result, mod);\n return result;\n}\n\nexport function __importDefault(mod) {\n return (mod && mod.__esModule) ? mod : { default: mod };\n}\n\nexport function __classPrivateFieldGet(receiver, state, kind, f) {\n if (kind === \"a\" && !f) throw new TypeError(\"Private accessor was defined without a getter\");\n if (typeof state === \"function\" ? receiver !== state || !f : !state.has(receiver)) throw new TypeError(\"Cannot read private member from an object whose class did not declare it\");\n return kind === \"m\" ? f : kind === \"a\" ? f.call(receiver) : f ? f.value : state.get(receiver);\n}\n\nexport function __classPrivateFieldSet(receiver, state, value, kind, f) {\n if (kind === \"m\") throw new TypeError(\"Private method is not writable\");\n if (kind === \"a\" && !f) throw new TypeError(\"Private accessor was defined without a setter\");\n if (typeof state === \"function\" ? receiver !== state || !f : !state.has(receiver)) throw new TypeError(\"Cannot write private member to an object whose class did not declare it\");\n return (kind === \"a\" ? f.call(receiver, value) : f ? f.value = value : state.set(receiver, value)), value;\n}\n\nexport function __classPrivateFieldIn(state, receiver) {\n if (receiver === null || (typeof receiver !== \"object\" && typeof receiver !== \"function\")) throw new TypeError(\"Cannot use 'in' operator on non-object\");\n return typeof state === \"function\" ? receiver === state : state.has(receiver);\n}\n\nexport function __addDisposableResource(env, value, async) {\n if (value !== null && value !== void 0) {\n if (typeof value !== \"object\" && typeof value !== \"function\") throw new TypeError(\"Object expected.\");\n var dispose, inner;\n if (async) {\n if (!Symbol.asyncDispose) throw new TypeError(\"Symbol.asyncDispose is not defined.\");\n dispose = value[Symbol.asyncDispose];\n }\n if (dispose === void 0) {\n if (!Symbol.dispose) throw new TypeError(\"Symbol.dispose is not defined.\");\n dispose = value[Symbol.dispose];\n if (async) inner = dispose;\n }\n if (typeof dispose !== \"function\") throw new TypeError(\"Object not disposable.\");\n if (inner) dispose = function() { try { inner.call(this); } catch (e) { return Promise.reject(e); } };\n env.stack.push({ value: value, dispose: dispose, async: async });\n }\n else if (async) {\n env.stack.push({ async: true });\n }\n return value;\n}\n\nvar _SuppressedError = typeof SuppressedError === \"function\" ? SuppressedError : function (error, suppressed, message) {\n var e = new Error(message);\n return e.name = \"SuppressedError\", e.error = error, e.suppressed = suppressed, e;\n};\n\nexport function __disposeResources(env) {\n function fail(e) {\n env.error = env.hasError ? new _SuppressedError(e, env.error, \"An error was suppressed during disposal.\") : e;\n env.hasError = true;\n }\n var r, s = 0;\n function next() {\n while (r = env.stack.pop()) {\n try {\n if (!r.async && s === 1) return s = 0, env.stack.push(r), Promise.resolve().then(next);\n if (r.dispose) {\n var result = r.dispose.call(r.value);\n if (r.async) return s |= 2, Promise.resolve(result).then(next, function(e) { fail(e); return next(); });\n }\n else s |= 1;\n }\n catch (e) {\n fail(e);\n }\n }\n if (s === 1) return env.hasError ? Promise.reject(env.error) : Promise.resolve();\n if (env.hasError) throw env.error;\n }\n return next();\n}\n\nexport default {\n __extends,\n __assign,\n __rest,\n __decorate,\n __param,\n __metadata,\n __awaiter,\n __generator,\n __createBinding,\n __exportStar,\n __values,\n __read,\n __spread,\n __spreadArrays,\n __spreadArray,\n __await,\n __asyncGenerator,\n __asyncDelegator,\n __asyncValues,\n __makeTemplateObject,\n __importStar,\n __importDefault,\n __classPrivateFieldGet,\n __classPrivateFieldSet,\n __classPrivateFieldIn,\n __addDisposableResource,\n __disposeResources,\n};\n", "/**\n * Returns true if the object is a function.\n * @param value The value to check\n */\nexport function isFunction(value: any): value is (...args: any[]) => any {\n return typeof value === 'function';\n}\n", "/**\n * Used to create Error subclasses until the community moves away from ES5.\n *\n * This is because compiling from TypeScript down to ES5 has issues with subclassing Errors\n * as well as other built-in types: https://github.com/Microsoft/TypeScript/issues/12123\n *\n * @param createImpl A factory function to create the actual constructor implementation. The returned\n * function should be a named function that calls `_super` internally.\n */\nexport function createErrorClass(createImpl: (_super: any) => any): T {\n const _super = (instance: any) => {\n Error.call(instance);\n instance.stack = new Error().stack;\n };\n\n const ctorFunc = createImpl(_super);\n ctorFunc.prototype = Object.create(Error.prototype);\n ctorFunc.prototype.constructor = ctorFunc;\n return ctorFunc;\n}\n", "import { createErrorClass } from './createErrorClass';\n\nexport interface UnsubscriptionError extends Error {\n readonly errors: any[];\n}\n\nexport interface UnsubscriptionErrorCtor {\n /**\n * @deprecated Internal implementation detail. Do not construct error instances.\n * Cannot be tagged as internal: https://github.com/ReactiveX/rxjs/issues/6269\n */\n new (errors: any[]): UnsubscriptionError;\n}\n\n/**\n * An error thrown when one or more errors have occurred during the\n * `unsubscribe` of a {@link Subscription}.\n */\nexport const UnsubscriptionError: UnsubscriptionErrorCtor = createErrorClass(\n (_super) =>\n function UnsubscriptionErrorImpl(this: any, errors: (Error | string)[]) {\n _super(this);\n this.message = errors\n ? `${errors.length} errors occurred during unsubscription:\n${errors.map((err, i) => `${i + 1}) ${err.toString()}`).join('\\n ')}`\n : '';\n this.name = 'UnsubscriptionError';\n this.errors = errors;\n }\n);\n", "/**\n * Removes an item from an array, mutating it.\n * @param arr The array to remove the item from\n * @param item The item to remove\n */\nexport function arrRemove(arr: T[] | undefined | null, item: T) {\n if (arr) {\n const index = arr.indexOf(item);\n 0 <= index && arr.splice(index, 1);\n }\n}\n", "import { isFunction } from './util/isFunction';\nimport { UnsubscriptionError } from './util/UnsubscriptionError';\nimport { SubscriptionLike, TeardownLogic, Unsubscribable } from './types';\nimport { arrRemove } from './util/arrRemove';\n\n/**\n * Represents a disposable resource, such as the execution of an Observable. A\n * Subscription has one important method, `unsubscribe`, that takes no argument\n * and just disposes the resource held by the subscription.\n *\n * Additionally, subscriptions may be grouped together through the `add()`\n * method, which will attach a child Subscription to the current Subscription.\n * When a Subscription is unsubscribed, all its children (and its grandchildren)\n * will be unsubscribed as well.\n */\nexport class Subscription implements SubscriptionLike {\n public static EMPTY = (() => {\n const empty = new Subscription();\n empty.closed = true;\n return empty;\n })();\n\n /**\n * A flag to indicate whether this Subscription has already been unsubscribed.\n */\n public closed = false;\n\n private _parentage: Subscription[] | Subscription | null = null;\n\n /**\n * The list of registered finalizers to execute upon unsubscription. Adding and removing from this\n * list occurs in the {@link #add} and {@link #remove} methods.\n */\n private _finalizers: Exclude[] | null = null;\n\n /**\n * @param initialTeardown A function executed first as part of the finalization\n * process that is kicked off when {@link #unsubscribe} is called.\n */\n constructor(private initialTeardown?: () => void) {}\n\n /**\n * Disposes the resources held by the subscription. May, for instance, cancel\n * an ongoing Observable execution or cancel any other type of work that\n * started when the Subscription was created.\n */\n unsubscribe(): void {\n let errors: any[] | undefined;\n\n if (!this.closed) {\n this.closed = true;\n\n // Remove this from it's parents.\n const { _parentage } = this;\n if (_parentage) {\n this._parentage = null;\n if (Array.isArray(_parentage)) {\n for (const parent of _parentage) {\n parent.remove(this);\n }\n } else {\n _parentage.remove(this);\n }\n }\n\n const { initialTeardown: initialFinalizer } = this;\n if (isFunction(initialFinalizer)) {\n try {\n initialFinalizer();\n } catch (e) {\n errors = e instanceof UnsubscriptionError ? e.errors : [e];\n }\n }\n\n const { _finalizers } = this;\n if (_finalizers) {\n this._finalizers = null;\n for (const finalizer of _finalizers) {\n try {\n execFinalizer(finalizer);\n } catch (err) {\n errors = errors ?? [];\n if (err instanceof UnsubscriptionError) {\n errors = [...errors, ...err.errors];\n } else {\n errors.push(err);\n }\n }\n }\n }\n\n if (errors) {\n throw new UnsubscriptionError(errors);\n }\n }\n }\n\n /**\n * Adds a finalizer to this subscription, so that finalization will be unsubscribed/called\n * when this subscription is unsubscribed. If this subscription is already {@link #closed},\n * because it has already been unsubscribed, then whatever finalizer is passed to it\n * will automatically be executed (unless the finalizer itself is also a closed subscription).\n *\n * Closed Subscriptions cannot be added as finalizers to any subscription. Adding a closed\n * subscription to a any subscription will result in no operation. (A noop).\n *\n * Adding a subscription to itself, or adding `null` or `undefined` will not perform any\n * operation at all. (A noop).\n *\n * `Subscription` instances that are added to this instance will automatically remove themselves\n * if they are unsubscribed. Functions and {@link Unsubscribable} objects that you wish to remove\n * will need to be removed manually with {@link #remove}\n *\n * @param teardown The finalization logic to add to this subscription.\n */\n add(teardown: TeardownLogic): void {\n // Only add the finalizer if it's not undefined\n // and don't add a subscription to itself.\n if (teardown && teardown !== this) {\n if (this.closed) {\n // If this subscription is already closed,\n // execute whatever finalizer is handed to it automatically.\n execFinalizer(teardown);\n } else {\n if (teardown instanceof Subscription) {\n // We don't add closed subscriptions, and we don't add the same subscription\n // twice. Subscription unsubscribe is idempotent.\n if (teardown.closed || teardown._hasParent(this)) {\n return;\n }\n teardown._addParent(this);\n }\n (this._finalizers = this._finalizers ?? []).push(teardown);\n }\n }\n }\n\n /**\n * Checks to see if a this subscription already has a particular parent.\n * This will signal that this subscription has already been added to the parent in question.\n * @param parent the parent to check for\n */\n private _hasParent(parent: Subscription) {\n const { _parentage } = this;\n return _parentage === parent || (Array.isArray(_parentage) && _parentage.includes(parent));\n }\n\n /**\n * Adds a parent to this subscription so it can be removed from the parent if it\n * unsubscribes on it's own.\n *\n * NOTE: THIS ASSUMES THAT {@link _hasParent} HAS ALREADY BEEN CHECKED.\n * @param parent The parent subscription to add\n */\n private _addParent(parent: Subscription) {\n const { _parentage } = this;\n this._parentage = Array.isArray(_parentage) ? (_parentage.push(parent), _parentage) : _parentage ? [_parentage, parent] : parent;\n }\n\n /**\n * Called on a child when it is removed via {@link #remove}.\n * @param parent The parent to remove\n */\n private _removeParent(parent: Subscription) {\n const { _parentage } = this;\n if (_parentage === parent) {\n this._parentage = null;\n } else if (Array.isArray(_parentage)) {\n arrRemove(_parentage, parent);\n }\n }\n\n /**\n * Removes a finalizer from this subscription that was previously added with the {@link #add} method.\n *\n * Note that `Subscription` instances, when unsubscribed, will automatically remove themselves\n * from every other `Subscription` they have been added to. This means that using the `remove` method\n * is not a common thing and should be used thoughtfully.\n *\n * If you add the same finalizer instance of a function or an unsubscribable object to a `Subscription` instance\n * more than once, you will need to call `remove` the same number of times to remove all instances.\n *\n * All finalizer instances are removed to free up memory upon unsubscription.\n *\n * @param teardown The finalizer to remove from this subscription\n */\n remove(teardown: Exclude): void {\n const { _finalizers } = this;\n _finalizers && arrRemove(_finalizers, teardown);\n\n if (teardown instanceof Subscription) {\n teardown._removeParent(this);\n }\n }\n}\n\nexport const EMPTY_SUBSCRIPTION = Subscription.EMPTY;\n\nexport function isSubscription(value: any): value is Subscription {\n return (\n value instanceof Subscription ||\n (value && 'closed' in value && isFunction(value.remove) && isFunction(value.add) && isFunction(value.unsubscribe))\n );\n}\n\nfunction execFinalizer(finalizer: Unsubscribable | (() => void)) {\n if (isFunction(finalizer)) {\n finalizer();\n } else {\n finalizer.unsubscribe();\n }\n}\n", "import { Subscriber } from './Subscriber';\nimport { ObservableNotification } from './types';\n\n/**\n * The {@link GlobalConfig} object for RxJS. It is used to configure things\n * like how to react on unhandled errors.\n */\nexport const config: GlobalConfig = {\n onUnhandledError: null,\n onStoppedNotification: null,\n Promise: undefined,\n useDeprecatedSynchronousErrorHandling: false,\n useDeprecatedNextContext: false,\n};\n\n/**\n * The global configuration object for RxJS, used to configure things\n * like how to react on unhandled errors. Accessible via {@link config}\n * object.\n */\nexport interface GlobalConfig {\n /**\n * A registration point for unhandled errors from RxJS. These are errors that\n * cannot were not handled by consuming code in the usual subscription path. For\n * example, if you have this configured, and you subscribe to an observable without\n * providing an error handler, errors from that subscription will end up here. This\n * will _always_ be called asynchronously on another job in the runtime. This is because\n * we do not want errors thrown in this user-configured handler to interfere with the\n * behavior of the library.\n */\n onUnhandledError: ((err: any) => void) | null;\n\n /**\n * A registration point for notifications that cannot be sent to subscribers because they\n * have completed, errored or have been explicitly unsubscribed. By default, next, complete\n * and error notifications sent to stopped subscribers are noops. However, sometimes callers\n * might want a different behavior. For example, with sources that attempt to report errors\n * to stopped subscribers, a caller can configure RxJS to throw an unhandled error instead.\n * This will _always_ be called asynchronously on another job in the runtime. This is because\n * we do not want errors thrown in this user-configured handler to interfere with the\n * behavior of the library.\n */\n onStoppedNotification: ((notification: ObservableNotification, subscriber: Subscriber) => void) | null;\n\n /**\n * The promise constructor used by default for {@link Observable#toPromise toPromise} and {@link Observable#forEach forEach}\n * methods.\n *\n * @deprecated As of version 8, RxJS will no longer support this sort of injection of a\n * Promise constructor. If you need a Promise implementation other than native promises,\n * please polyfill/patch Promise as you see appropriate. Will be removed in v8.\n */\n Promise?: PromiseConstructorLike;\n\n /**\n * If true, turns on synchronous error rethrowing, which is a deprecated behavior\n * in v6 and higher. This behavior enables bad patterns like wrapping a subscribe\n * call in a try/catch block. It also enables producer interference, a nasty bug\n * where a multicast can be broken for all observers by a downstream consumer with\n * an unhandled error. DO NOT USE THIS FLAG UNLESS IT'S NEEDED TO BUY TIME\n * FOR MIGRATION REASONS.\n *\n * @deprecated As of version 8, RxJS will no longer support synchronous throwing\n * of unhandled errors. All errors will be thrown on a separate call stack to prevent bad\n * behaviors described above. Will be removed in v8.\n */\n useDeprecatedSynchronousErrorHandling: boolean;\n\n /**\n * If true, enables an as-of-yet undocumented feature from v5: The ability to access\n * `unsubscribe()` via `this` context in `next` functions created in observers passed\n * to `subscribe`.\n *\n * This is being removed because the performance was severely problematic, and it could also cause\n * issues when types other than POJOs are passed to subscribe as subscribers, as they will likely have\n * their `this` context overwritten.\n *\n * @deprecated As of version 8, RxJS will no longer support altering the\n * context of next functions provided as part of an observer to Subscribe. Instead,\n * you will have access to a subscription or a signal or token that will allow you to do things like\n * unsubscribe and test closed status. Will be removed in v8.\n */\n useDeprecatedNextContext: boolean;\n}\n", "import type { TimerHandle } from './timerHandle';\ntype SetTimeoutFunction = (handler: () => void, timeout?: number, ...args: any[]) => TimerHandle;\ntype ClearTimeoutFunction = (handle: TimerHandle) => void;\n\ninterface TimeoutProvider {\n setTimeout: SetTimeoutFunction;\n clearTimeout: ClearTimeoutFunction;\n delegate:\n | {\n setTimeout: SetTimeoutFunction;\n clearTimeout: ClearTimeoutFunction;\n }\n | undefined;\n}\n\nexport const timeoutProvider: TimeoutProvider = {\n // When accessing the delegate, use the variable rather than `this` so that\n // the functions can be called without being bound to the provider.\n setTimeout(handler: () => void, timeout?: number, ...args) {\n const { delegate } = timeoutProvider;\n if (delegate?.setTimeout) {\n return delegate.setTimeout(handler, timeout, ...args);\n }\n return setTimeout(handler, timeout, ...args);\n },\n clearTimeout(handle) {\n const { delegate } = timeoutProvider;\n return (delegate?.clearTimeout || clearTimeout)(handle as any);\n },\n delegate: undefined,\n};\n", "import { config } from '../config';\nimport { timeoutProvider } from '../scheduler/timeoutProvider';\n\n/**\n * Handles an error on another job either with the user-configured {@link onUnhandledError},\n * or by throwing it on that new job so it can be picked up by `window.onerror`, `process.on('error')`, etc.\n *\n * This should be called whenever there is an error that is out-of-band with the subscription\n * or when an error hits a terminal boundary of the subscription and no error handler was provided.\n *\n * @param err the error to report\n */\nexport function reportUnhandledError(err: any) {\n timeoutProvider.setTimeout(() => {\n const { onUnhandledError } = config;\n if (onUnhandledError) {\n // Execute the user-configured error handler.\n onUnhandledError(err);\n } else {\n // Throw so it is picked up by the runtime's uncaught error mechanism.\n throw err;\n }\n });\n}\n", "/* tslint:disable:no-empty */\nexport function noop() { }\n", "import { CompleteNotification, NextNotification, ErrorNotification } from './types';\n\n/**\n * A completion object optimized for memory use and created to be the\n * same \"shape\" as other notifications in v8.\n * @internal\n */\nexport const COMPLETE_NOTIFICATION = (() => createNotification('C', undefined, undefined) as CompleteNotification)();\n\n/**\n * Internal use only. Creates an optimized error notification that is the same \"shape\"\n * as other notifications.\n * @internal\n */\nexport function errorNotification(error: any): ErrorNotification {\n return createNotification('E', undefined, error) as any;\n}\n\n/**\n * Internal use only. Creates an optimized next notification that is the same \"shape\"\n * as other notifications.\n * @internal\n */\nexport function nextNotification(value: T) {\n return createNotification('N', value, undefined) as NextNotification;\n}\n\n/**\n * Ensures that all notifications created internally have the same \"shape\" in v8.\n *\n * TODO: This is only exported to support a crazy legacy test in `groupBy`.\n * @internal\n */\nexport function createNotification(kind: 'N' | 'E' | 'C', value: any, error: any) {\n return {\n kind,\n value,\n error,\n };\n}\n", "import { config } from '../config';\n\nlet context: { errorThrown: boolean; error: any } | null = null;\n\n/**\n * Handles dealing with errors for super-gross mode. Creates a context, in which\n * any synchronously thrown errors will be passed to {@link captureError}. Which\n * will record the error such that it will be rethrown after the call back is complete.\n * TODO: Remove in v8\n * @param cb An immediately executed function.\n */\nexport function errorContext(cb: () => void) {\n if (config.useDeprecatedSynchronousErrorHandling) {\n const isRoot = !context;\n if (isRoot) {\n context = { errorThrown: false, error: null };\n }\n cb();\n if (isRoot) {\n const { errorThrown, error } = context!;\n context = null;\n if (errorThrown) {\n throw error;\n }\n }\n } else {\n // This is the general non-deprecated path for everyone that\n // isn't crazy enough to use super-gross mode (useDeprecatedSynchronousErrorHandling)\n cb();\n }\n}\n\n/**\n * Captures errors only in super-gross mode.\n * @param err the error to capture\n */\nexport function captureError(err: any) {\n if (config.useDeprecatedSynchronousErrorHandling && context) {\n context.errorThrown = true;\n context.error = err;\n }\n}\n", "import { isFunction } from './util/isFunction';\nimport { Observer, ObservableNotification } from './types';\nimport { isSubscription, Subscription } from './Subscription';\nimport { config } from './config';\nimport { reportUnhandledError } from './util/reportUnhandledError';\nimport { noop } from './util/noop';\nimport { nextNotification, errorNotification, COMPLETE_NOTIFICATION } from './NotificationFactories';\nimport { timeoutProvider } from './scheduler/timeoutProvider';\nimport { captureError } from './util/errorContext';\n\n/**\n * Implements the {@link Observer} interface and extends the\n * {@link Subscription} class. While the {@link Observer} is the public API for\n * consuming the values of an {@link Observable}, all Observers get converted to\n * a Subscriber, in order to provide Subscription-like capabilities such as\n * `unsubscribe`. Subscriber is a common type in RxJS, and crucial for\n * implementing operators, but it is rarely used as a public API.\n */\nexport class Subscriber extends Subscription implements Observer {\n /**\n * A static factory for a Subscriber, given a (potentially partial) definition\n * of an Observer.\n * @param next The `next` callback of an Observer.\n * @param error The `error` callback of an\n * Observer.\n * @param complete The `complete` callback of an\n * Observer.\n * @return A Subscriber wrapping the (partially defined)\n * Observer represented by the given arguments.\n * @deprecated Do not use. Will be removed in v8. There is no replacement for this\n * method, and there is no reason to be creating instances of `Subscriber` directly.\n * If you have a specific use case, please file an issue.\n */\n static create(next?: (x?: T) => void, error?: (e?: any) => void, complete?: () => void): Subscriber {\n return new SafeSubscriber(next, error, complete);\n }\n\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n protected isStopped: boolean = false;\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n protected destination: Subscriber | Observer; // this `any` is the escape hatch to erase extra type param (e.g. R)\n\n /**\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n * There is no reason to directly create an instance of Subscriber. This type is exported for typings reasons.\n */\n constructor(destination?: Subscriber | Observer) {\n super();\n if (destination) {\n this.destination = destination;\n // Automatically chain subscriptions together here.\n // if destination is a Subscription, then it is a Subscriber.\n if (isSubscription(destination)) {\n destination.add(this);\n }\n } else {\n this.destination = EMPTY_OBSERVER;\n }\n }\n\n /**\n * The {@link Observer} callback to receive notifications of type `next` from\n * the Observable, with a value. The Observable may call this method 0 or more\n * times.\n * @param value The `next` value.\n */\n next(value: T): void {\n if (this.isStopped) {\n handleStoppedNotification(nextNotification(value), this);\n } else {\n this._next(value!);\n }\n }\n\n /**\n * The {@link Observer} callback to receive notifications of type `error` from\n * the Observable, with an attached `Error`. Notifies the Observer that\n * the Observable has experienced an error condition.\n * @param err The `error` exception.\n */\n error(err?: any): void {\n if (this.isStopped) {\n handleStoppedNotification(errorNotification(err), this);\n } else {\n this.isStopped = true;\n this._error(err);\n }\n }\n\n /**\n * The {@link Observer} callback to receive a valueless notification of type\n * `complete` from the Observable. Notifies the Observer that the Observable\n * has finished sending push-based notifications.\n */\n complete(): void {\n if (this.isStopped) {\n handleStoppedNotification(COMPLETE_NOTIFICATION, this);\n } else {\n this.isStopped = true;\n this._complete();\n }\n }\n\n unsubscribe(): void {\n if (!this.closed) {\n this.isStopped = true;\n super.unsubscribe();\n this.destination = null!;\n }\n }\n\n protected _next(value: T): void {\n this.destination.next(value);\n }\n\n protected _error(err: any): void {\n try {\n this.destination.error(err);\n } finally {\n this.unsubscribe();\n }\n }\n\n protected _complete(): void {\n try {\n this.destination.complete();\n } finally {\n this.unsubscribe();\n }\n }\n}\n\n/**\n * This bind is captured here because we want to be able to have\n * compatibility with monoid libraries that tend to use a method named\n * `bind`. In particular, a library called Monio requires this.\n */\nconst _bind = Function.prototype.bind;\n\nfunction bind any>(fn: Fn, thisArg: any): Fn {\n return _bind.call(fn, thisArg);\n}\n\n/**\n * Internal optimization only, DO NOT EXPOSE.\n * @internal\n */\nclass ConsumerObserver implements Observer {\n constructor(private partialObserver: Partial>) {}\n\n next(value: T): void {\n const { partialObserver } = this;\n if (partialObserver.next) {\n try {\n partialObserver.next(value);\n } catch (error) {\n handleUnhandledError(error);\n }\n }\n }\n\n error(err: any): void {\n const { partialObserver } = this;\n if (partialObserver.error) {\n try {\n partialObserver.error(err);\n } catch (error) {\n handleUnhandledError(error);\n }\n } else {\n handleUnhandledError(err);\n }\n }\n\n complete(): void {\n const { partialObserver } = this;\n if (partialObserver.complete) {\n try {\n partialObserver.complete();\n } catch (error) {\n handleUnhandledError(error);\n }\n }\n }\n}\n\nexport class SafeSubscriber extends Subscriber {\n constructor(\n observerOrNext?: Partial> | ((value: T) => void) | null,\n error?: ((e?: any) => void) | null,\n complete?: (() => void) | null\n ) {\n super();\n\n let partialObserver: Partial>;\n if (isFunction(observerOrNext) || !observerOrNext) {\n // The first argument is a function, not an observer. The next\n // two arguments *could* be observers, or they could be empty.\n partialObserver = {\n next: (observerOrNext ?? undefined) as ((value: T) => void) | undefined,\n error: error ?? undefined,\n complete: complete ?? undefined,\n };\n } else {\n // The first argument is a partial observer.\n let context: any;\n if (this && config.useDeprecatedNextContext) {\n // This is a deprecated path that made `this.unsubscribe()` available in\n // next handler functions passed to subscribe. This only exists behind a flag\n // now, as it is *very* slow.\n context = Object.create(observerOrNext);\n context.unsubscribe = () => this.unsubscribe();\n partialObserver = {\n next: observerOrNext.next && bind(observerOrNext.next, context),\n error: observerOrNext.error && bind(observerOrNext.error, context),\n complete: observerOrNext.complete && bind(observerOrNext.complete, context),\n };\n } else {\n // The \"normal\" path. Just use the partial observer directly.\n partialObserver = observerOrNext;\n }\n }\n\n // Wrap the partial observer to ensure it's a full observer, and\n // make sure proper error handling is accounted for.\n this.destination = new ConsumerObserver(partialObserver);\n }\n}\n\nfunction handleUnhandledError(error: any) {\n if (config.useDeprecatedSynchronousErrorHandling) {\n captureError(error);\n } else {\n // Ideal path, we report this as an unhandled error,\n // which is thrown on a new call stack.\n reportUnhandledError(error);\n }\n}\n\n/**\n * An error handler used when no error handler was supplied\n * to the SafeSubscriber -- meaning no error handler was supplied\n * do the `subscribe` call on our observable.\n * @param err The error to handle\n */\nfunction defaultErrorHandler(err: any) {\n throw err;\n}\n\n/**\n * A handler for notifications that cannot be sent to a stopped subscriber.\n * @param notification The notification being sent.\n * @param subscriber The stopped subscriber.\n */\nfunction handleStoppedNotification(notification: ObservableNotification, subscriber: Subscriber) {\n const { onStoppedNotification } = config;\n onStoppedNotification && timeoutProvider.setTimeout(() => onStoppedNotification(notification, subscriber));\n}\n\n/**\n * The observer used as a stub for subscriptions where the user did not\n * pass any arguments to `subscribe`. Comes with the default error handling\n * behavior.\n */\nexport const EMPTY_OBSERVER: Readonly> & { closed: true } = {\n closed: true,\n next: noop,\n error: defaultErrorHandler,\n complete: noop,\n};\n", "/**\n * Symbol.observable or a string \"@@observable\". Used for interop\n *\n * @deprecated We will no longer be exporting this symbol in upcoming versions of RxJS.\n * Instead polyfill and use Symbol.observable directly *or* use https://www.npmjs.com/package/symbol-observable\n */\nexport const observable: string | symbol = (() => (typeof Symbol === 'function' && Symbol.observable) || '@@observable')();\n", "/**\n * This function takes one parameter and just returns it. Simply put,\n * this is like `(x: T): T => x`.\n *\n * ## Examples\n *\n * This is useful in some cases when using things like `mergeMap`\n *\n * ```ts\n * import { interval, take, map, range, mergeMap, identity } from 'rxjs';\n *\n * const source$ = interval(1000).pipe(take(5));\n *\n * const result$ = source$.pipe(\n * map(i => range(i)),\n * mergeMap(identity) // same as mergeMap(x => x)\n * );\n *\n * result$.subscribe({\n * next: console.log\n * });\n * ```\n *\n * Or when you want to selectively apply an operator\n *\n * ```ts\n * import { interval, take, identity } from 'rxjs';\n *\n * const shouldLimit = () => Math.random() < 0.5;\n *\n * const source$ = interval(1000);\n *\n * const result$ = source$.pipe(shouldLimit() ? take(5) : identity);\n *\n * result$.subscribe({\n * next: console.log\n * });\n * ```\n *\n * @param x Any value that is returned by this function\n * @returns The value passed as the first parameter to this function\n */\nexport function identity(x: T): T {\n return x;\n}\n", "import { identity } from './identity';\nimport { UnaryFunction } from '../types';\n\nexport function pipe(): typeof identity;\nexport function pipe(fn1: UnaryFunction): UnaryFunction;\nexport function pipe(fn1: UnaryFunction, fn2: UnaryFunction): UnaryFunction;\nexport function pipe(fn1: UnaryFunction, fn2: UnaryFunction, fn3: UnaryFunction): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction,\n fn8: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction,\n fn8: UnaryFunction,\n fn9: UnaryFunction\n): UnaryFunction;\nexport function pipe(\n fn1: UnaryFunction,\n fn2: UnaryFunction,\n fn3: UnaryFunction,\n fn4: UnaryFunction,\n fn5: UnaryFunction,\n fn6: UnaryFunction,\n fn7: UnaryFunction,\n fn8: UnaryFunction,\n fn9: UnaryFunction,\n ...fns: UnaryFunction[]\n): UnaryFunction;\n\n/**\n * pipe() can be called on one or more functions, each of which can take one argument (\"UnaryFunction\")\n * and uses it to return a value.\n * It returns a function that takes one argument, passes it to the first UnaryFunction, and then\n * passes the result to the next one, passes that result to the next one, and so on. \n */\nexport function pipe(...fns: Array>): UnaryFunction {\n return pipeFromArray(fns);\n}\n\n/** @internal */\nexport function pipeFromArray(fns: Array>): UnaryFunction {\n if (fns.length === 0) {\n return identity as UnaryFunction;\n }\n\n if (fns.length === 1) {\n return fns[0];\n }\n\n return function piped(input: T): R {\n return fns.reduce((prev: any, fn: UnaryFunction) => fn(prev), input as any);\n };\n}\n", "import { Operator } from './Operator';\nimport { SafeSubscriber, Subscriber } from './Subscriber';\nimport { isSubscription, Subscription } from './Subscription';\nimport { TeardownLogic, OperatorFunction, Subscribable, Observer } from './types';\nimport { observable as Symbol_observable } from './symbol/observable';\nimport { pipeFromArray } from './util/pipe';\nimport { config } from './config';\nimport { isFunction } from './util/isFunction';\nimport { errorContext } from './util/errorContext';\n\n/**\n * A representation of any set of values over any amount of time. This is the most basic building block\n * of RxJS.\n */\nexport class Observable implements Subscribable {\n /**\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n */\n source: Observable | undefined;\n\n /**\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n */\n operator: Operator | undefined;\n\n /**\n * @param subscribe The function that is called when the Observable is\n * initially subscribed to. This function is given a Subscriber, to which new values\n * can be `next`ed, or an `error` method can be called to raise an error, or\n * `complete` can be called to notify of a successful completion.\n */\n constructor(subscribe?: (this: Observable, subscriber: Subscriber) => TeardownLogic) {\n if (subscribe) {\n this._subscribe = subscribe;\n }\n }\n\n // HACK: Since TypeScript inherits static properties too, we have to\n // fight against TypeScript here so Subject can have a different static create signature\n /**\n * Creates a new Observable by calling the Observable constructor\n * @param subscribe the subscriber function to be passed to the Observable constructor\n * @return A new observable.\n * @deprecated Use `new Observable()` instead. Will be removed in v8.\n */\n static create: (...args: any[]) => any = (subscribe?: (subscriber: Subscriber) => TeardownLogic) => {\n return new Observable(subscribe);\n };\n\n /**\n * Creates a new Observable, with this Observable instance as the source, and the passed\n * operator defined as the new observable's operator.\n * @param operator the operator defining the operation to take on the observable\n * @return A new observable with the Operator applied.\n * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n * If you have implemented an operator using `lift`, it is recommended that you create an\n * operator by simply returning `new Observable()` directly. See \"Creating new operators from\n * scratch\" section here: https://rxjs.dev/guide/operators\n */\n lift(operator?: Operator): Observable {\n const observable = new Observable();\n observable.source = this;\n observable.operator = operator;\n return observable;\n }\n\n subscribe(observerOrNext?: Partial> | ((value: T) => void)): Subscription;\n /** @deprecated Instead of passing separate callback arguments, use an observer argument. Signatures taking separate callback arguments will be removed in v8. Details: https://rxjs.dev/deprecations/subscribe-arguments */\n subscribe(next?: ((value: T) => void) | null, error?: ((error: any) => void) | null, complete?: (() => void) | null): Subscription;\n /**\n * Invokes an execution of an Observable and registers Observer handlers for notifications it will emit.\n *\n * Use it when you have all these Observables, but still nothing is happening.\n *\n * `subscribe` is not a regular operator, but a method that calls Observable's internal `subscribe` function. It\n * might be for example a function that you passed to Observable's constructor, but most of the time it is\n * a library implementation, which defines what will be emitted by an Observable, and when it be will emitted. This means\n * that calling `subscribe` is actually the moment when Observable starts its work, not when it is created, as it is often\n * the thought.\n *\n * Apart from starting the execution of an Observable, this method allows you to listen for values\n * that an Observable emits, as well as for when it completes or errors. You can achieve this in two\n * of the following ways.\n *\n * The first way is creating an object that implements {@link Observer} interface. It should have methods\n * defined by that interface, but note that it should be just a regular JavaScript object, which you can create\n * yourself in any way you want (ES6 class, classic function constructor, object literal etc.). In particular, do\n * not attempt to use any RxJS implementation details to create Observers - you don't need them. Remember also\n * that your object does not have to implement all methods. If you find yourself creating a method that doesn't\n * do anything, you can simply omit it. Note however, if the `error` method is not provided and an error happens,\n * it will be thrown asynchronously. Errors thrown asynchronously cannot be caught using `try`/`catch`. Instead,\n * use the {@link onUnhandledError} configuration option or use a runtime handler (like `window.onerror` or\n * `process.on('error)`) to be notified of unhandled errors. Because of this, it's recommended that you provide\n * an `error` method to avoid missing thrown errors.\n *\n * The second way is to give up on Observer object altogether and simply provide callback functions in place of its methods.\n * This means you can provide three functions as arguments to `subscribe`, where the first function is equivalent\n * of a `next` method, the second of an `error` method and the third of a `complete` method. Just as in case of an Observer,\n * if you do not need to listen for something, you can omit a function by passing `undefined` or `null`,\n * since `subscribe` recognizes these functions by where they were placed in function call. When it comes\n * to the `error` function, as with an Observer, if not provided, errors emitted by an Observable will be thrown asynchronously.\n *\n * You can, however, subscribe with no parameters at all. This may be the case where you're not interested in terminal events\n * and you also handled emissions internally by using operators (e.g. using `tap`).\n *\n * Whichever style of calling `subscribe` you use, in both cases it returns a Subscription object.\n * This object allows you to call `unsubscribe` on it, which in turn will stop the work that an Observable does and will clean\n * up all resources that an Observable used. Note that cancelling a subscription will not call `complete` callback\n * provided to `subscribe` function, which is reserved for a regular completion signal that comes from an Observable.\n *\n * Remember that callbacks provided to `subscribe` are not guaranteed to be called asynchronously.\n * It is an Observable itself that decides when these functions will be called. For example {@link of}\n * by default emits all its values synchronously. Always check documentation for how given Observable\n * will behave when subscribed and if its default behavior can be modified with a `scheduler`.\n *\n * #### Examples\n *\n * Subscribe with an {@link guide/observer Observer}\n *\n * ```ts\n * import { of } from 'rxjs';\n *\n * const sumObserver = {\n * sum: 0,\n * next(value) {\n * console.log('Adding: ' + value);\n * this.sum = this.sum + value;\n * },\n * error() {\n * // We actually could just remove this method,\n * // since we do not really care about errors right now.\n * },\n * complete() {\n * console.log('Sum equals: ' + this.sum);\n * }\n * };\n *\n * of(1, 2, 3) // Synchronously emits 1, 2, 3 and then completes.\n * .subscribe(sumObserver);\n *\n * // Logs:\n * // 'Adding: 1'\n * // 'Adding: 2'\n * // 'Adding: 3'\n * // 'Sum equals: 6'\n * ```\n *\n * Subscribe with functions ({@link deprecations/subscribe-arguments deprecated})\n *\n * ```ts\n * import { of } from 'rxjs'\n *\n * let sum = 0;\n *\n * of(1, 2, 3).subscribe(\n * value => {\n * console.log('Adding: ' + value);\n * sum = sum + value;\n * },\n * undefined,\n * () => console.log('Sum equals: ' + sum)\n * );\n *\n * // Logs:\n * // 'Adding: 1'\n * // 'Adding: 2'\n * // 'Adding: 3'\n * // 'Sum equals: 6'\n * ```\n *\n * Cancel a subscription\n *\n * ```ts\n * import { interval } from 'rxjs';\n *\n * const subscription = interval(1000).subscribe({\n * next(num) {\n * console.log(num)\n * },\n * complete() {\n * // Will not be called, even when cancelling subscription.\n * console.log('completed!');\n * }\n * });\n *\n * setTimeout(() => {\n * subscription.unsubscribe();\n * console.log('unsubscribed!');\n * }, 2500);\n *\n * // Logs:\n * // 0 after 1s\n * // 1 after 2s\n * // 'unsubscribed!' after 2.5s\n * ```\n *\n * @param observerOrNext Either an {@link Observer} with some or all callback methods,\n * or the `next` handler that is called for each value emitted from the subscribed Observable.\n * @param error A handler for a terminal event resulting from an error. If no error handler is provided,\n * the error will be thrown asynchronously as unhandled.\n * @param complete A handler for a terminal event resulting from successful completion.\n * @return A subscription reference to the registered handlers.\n */\n subscribe(\n observerOrNext?: Partial> | ((value: T) => void) | null,\n error?: ((error: any) => void) | null,\n complete?: (() => void) | null\n ): Subscription {\n const subscriber = isSubscriber(observerOrNext) ? observerOrNext : new SafeSubscriber(observerOrNext, error, complete);\n\n errorContext(() => {\n const { operator, source } = this;\n subscriber.add(\n operator\n ? // We're dealing with a subscription in the\n // operator chain to one of our lifted operators.\n operator.call(subscriber, source)\n : source\n ? // If `source` has a value, but `operator` does not, something that\n // had intimate knowledge of our API, like our `Subject`, must have\n // set it. We're going to just call `_subscribe` directly.\n this._subscribe(subscriber)\n : // In all other cases, we're likely wrapping a user-provided initializer\n // function, so we need to catch errors and handle them appropriately.\n this._trySubscribe(subscriber)\n );\n });\n\n return subscriber;\n }\n\n /** @internal */\n protected _trySubscribe(sink: Subscriber): TeardownLogic {\n try {\n return this._subscribe(sink);\n } catch (err) {\n // We don't need to return anything in this case,\n // because it's just going to try to `add()` to a subscription\n // above.\n sink.error(err);\n }\n }\n\n /**\n * Used as a NON-CANCELLABLE means of subscribing to an observable, for use with\n * APIs that expect promises, like `async/await`. You cannot unsubscribe from this.\n *\n * **WARNING**: Only use this with observables you *know* will complete. If the source\n * observable does not complete, you will end up with a promise that is hung up, and\n * potentially all of the state of an async function hanging out in memory. To avoid\n * this situation, look into adding something like {@link timeout}, {@link take},\n * {@link takeWhile}, or {@link takeUntil} amongst others.\n *\n * #### Example\n *\n * ```ts\n * import { interval, take } from 'rxjs';\n *\n * const source$ = interval(1000).pipe(take(4));\n *\n * async function getTotal() {\n * let total = 0;\n *\n * await source$.forEach(value => {\n * total += value;\n * console.log('observable -> ' + value);\n * });\n *\n * return total;\n * }\n *\n * getTotal().then(\n * total => console.log('Total: ' + total)\n * );\n *\n * // Expected:\n * // 'observable -> 0'\n * // 'observable -> 1'\n * // 'observable -> 2'\n * // 'observable -> 3'\n * // 'Total: 6'\n * ```\n *\n * @param next A handler for each value emitted by the observable.\n * @return A promise that either resolves on observable completion or\n * rejects with the handled error.\n */\n forEach(next: (value: T) => void): Promise;\n\n /**\n * @param next a handler for each value emitted by the observable\n * @param promiseCtor a constructor function used to instantiate the Promise\n * @return a promise that either resolves on observable completion or\n * rejects with the handled error\n * @deprecated Passing a Promise constructor will no longer be available\n * in upcoming versions of RxJS. This is because it adds weight to the library, for very\n * little benefit. If you need this functionality, it is recommended that you either\n * polyfill Promise, or you create an adapter to convert the returned native promise\n * to whatever promise implementation you wanted. Will be removed in v8.\n */\n forEach(next: (value: T) => void, promiseCtor: PromiseConstructorLike): Promise;\n\n forEach(next: (value: T) => void, promiseCtor?: PromiseConstructorLike): Promise {\n promiseCtor = getPromiseCtor(promiseCtor);\n\n return new promiseCtor((resolve, reject) => {\n const subscriber = new SafeSubscriber({\n next: (value) => {\n try {\n next(value);\n } catch (err) {\n reject(err);\n subscriber.unsubscribe();\n }\n },\n error: reject,\n complete: resolve,\n });\n this.subscribe(subscriber);\n }) as Promise;\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): TeardownLogic {\n return this.source?.subscribe(subscriber);\n }\n\n /**\n * An interop point defined by the es7-observable spec https://github.com/zenparsing/es-observable\n * @return This instance of the observable.\n */\n [Symbol_observable]() {\n return this;\n }\n\n /* tslint:disable:max-line-length */\n pipe(): Observable;\n pipe(op1: OperatorFunction): Observable;\n pipe(op1: OperatorFunction, op2: OperatorFunction): Observable;\n pipe(op1: OperatorFunction, op2: OperatorFunction, op3: OperatorFunction): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction,\n op8: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction,\n op8: OperatorFunction,\n op9: OperatorFunction\n ): Observable;\n pipe(\n op1: OperatorFunction,\n op2: OperatorFunction,\n op3: OperatorFunction,\n op4: OperatorFunction,\n op5: OperatorFunction,\n op6: OperatorFunction,\n op7: OperatorFunction,\n op8: OperatorFunction,\n op9: OperatorFunction,\n ...operations: OperatorFunction[]\n ): Observable;\n /* tslint:enable:max-line-length */\n\n /**\n * Used to stitch together functional operators into a chain.\n *\n * ## Example\n *\n * ```ts\n * import { interval, filter, map, scan } from 'rxjs';\n *\n * interval(1000)\n * .pipe(\n * filter(x => x % 2 === 0),\n * map(x => x + x),\n * scan((acc, x) => acc + x)\n * )\n * .subscribe(x => console.log(x));\n * ```\n *\n * @return The Observable result of all the operators having been called\n * in the order they were passed in.\n */\n pipe(...operations: OperatorFunction[]): Observable {\n return pipeFromArray(operations)(this);\n }\n\n /* tslint:disable:max-line-length */\n /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n toPromise(): Promise;\n /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n toPromise(PromiseCtor: typeof Promise): Promise;\n /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n toPromise(PromiseCtor: PromiseConstructorLike): Promise;\n /* tslint:enable:max-line-length */\n\n /**\n * Subscribe to this Observable and get a Promise resolving on\n * `complete` with the last emission (if any).\n *\n * **WARNING**: Only use this with observables you *know* will complete. If the source\n * observable does not complete, you will end up with a promise that is hung up, and\n * potentially all of the state of an async function hanging out in memory. To avoid\n * this situation, look into adding something like {@link timeout}, {@link take},\n * {@link takeWhile}, or {@link takeUntil} amongst others.\n *\n * @param [promiseCtor] a constructor function used to instantiate\n * the Promise\n * @return A Promise that resolves with the last value emit, or\n * rejects on an error. If there were no emissions, Promise\n * resolves with undefined.\n * @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise\n */\n toPromise(promiseCtor?: PromiseConstructorLike): Promise {\n promiseCtor = getPromiseCtor(promiseCtor);\n\n return new promiseCtor((resolve, reject) => {\n let value: T | undefined;\n this.subscribe(\n (x: T) => (value = x),\n (err: any) => reject(err),\n () => resolve(value)\n );\n }) as Promise;\n }\n}\n\n/**\n * Decides between a passed promise constructor from consuming code,\n * A default configured promise constructor, and the native promise\n * constructor and returns it. If nothing can be found, it will throw\n * an error.\n * @param promiseCtor The optional promise constructor to passed by consuming code\n */\nfunction getPromiseCtor(promiseCtor: PromiseConstructorLike | undefined) {\n return promiseCtor ?? config.Promise ?? Promise;\n}\n\nfunction isObserver(value: any): value is Observer {\n return value && isFunction(value.next) && isFunction(value.error) && isFunction(value.complete);\n}\n\nfunction isSubscriber(value: any): value is Subscriber {\n return (value && value instanceof Subscriber) || (isObserver(value) && isSubscription(value));\n}\n", "import { Observable } from '../Observable';\nimport { Subscriber } from '../Subscriber';\nimport { OperatorFunction } from '../types';\nimport { isFunction } from './isFunction';\n\n/**\n * Used to determine if an object is an Observable with a lift function.\n */\nexport function hasLift(source: any): source is { lift: InstanceType['lift'] } {\n return isFunction(source?.lift);\n}\n\n/**\n * Creates an `OperatorFunction`. Used to define operators throughout the library in a concise way.\n * @param init The logic to connect the liftedSource to the subscriber at the moment of subscription.\n */\nexport function operate(\n init: (liftedSource: Observable, subscriber: Subscriber) => (() => void) | void\n): OperatorFunction {\n return (source: Observable) => {\n if (hasLift(source)) {\n return source.lift(function (this: Subscriber, liftedSource: Observable) {\n try {\n return init(liftedSource, this);\n } catch (err) {\n this.error(err);\n }\n });\n }\n throw new TypeError('Unable to lift unknown Observable type');\n };\n}\n", "import { Subscriber } from '../Subscriber';\n\n/**\n * Creates an instance of an `OperatorSubscriber`.\n * @param destination The downstream subscriber.\n * @param onNext Handles next values, only called if this subscriber is not stopped or closed. Any\n * error that occurs in this function is caught and sent to the `error` method of this subscriber.\n * @param onError Handles errors from the subscription, any errors that occur in this handler are caught\n * and send to the `destination` error handler.\n * @param onComplete Handles completion notification from the subscription. Any errors that occur in\n * this handler are sent to the `destination` error handler.\n * @param onFinalize Additional teardown logic here. This will only be called on teardown if the\n * subscriber itself is not already closed. This is called after all other teardown logic is executed.\n */\nexport function createOperatorSubscriber(\n destination: Subscriber,\n onNext?: (value: T) => void,\n onComplete?: () => void,\n onError?: (err: any) => void,\n onFinalize?: () => void\n): Subscriber {\n return new OperatorSubscriber(destination, onNext, onComplete, onError, onFinalize);\n}\n\n/**\n * A generic helper for allowing operators to be created with a Subscriber and\n * use closures to capture necessary state from the operator function itself.\n */\nexport class OperatorSubscriber extends Subscriber {\n /**\n * Creates an instance of an `OperatorSubscriber`.\n * @param destination The downstream subscriber.\n * @param onNext Handles next values, only called if this subscriber is not stopped or closed. Any\n * error that occurs in this function is caught and sent to the `error` method of this subscriber.\n * @param onError Handles errors from the subscription, any errors that occur in this handler are caught\n * and send to the `destination` error handler.\n * @param onComplete Handles completion notification from the subscription. Any errors that occur in\n * this handler are sent to the `destination` error handler.\n * @param onFinalize Additional finalization logic here. This will only be called on finalization if the\n * subscriber itself is not already closed. This is called after all other finalization logic is executed.\n * @param shouldUnsubscribe An optional check to see if an unsubscribe call should truly unsubscribe.\n * NOTE: This currently **ONLY** exists to support the strange behavior of {@link groupBy}, where unsubscription\n * to the resulting observable does not actually disconnect from the source if there are active subscriptions\n * to any grouped observable. (DO NOT EXPOSE OR USE EXTERNALLY!!!)\n */\n constructor(\n destination: Subscriber,\n onNext?: (value: T) => void,\n onComplete?: () => void,\n onError?: (err: any) => void,\n private onFinalize?: () => void,\n private shouldUnsubscribe?: () => boolean\n ) {\n // It's important - for performance reasons - that all of this class's\n // members are initialized and that they are always initialized in the same\n // order. This will ensure that all OperatorSubscriber instances have the\n // same hidden class in V8. This, in turn, will help keep the number of\n // hidden classes involved in property accesses within the base class as\n // low as possible. If the number of hidden classes involved exceeds four,\n // the property accesses will become megamorphic and performance penalties\n // will be incurred - i.e. inline caches won't be used.\n //\n // The reasons for ensuring all instances have the same hidden class are\n // further discussed in this blog post from Benedikt Meurer:\n // https://benediktmeurer.de/2018/03/23/impact-of-polymorphism-on-component-based-frameworks-like-react/\n super(destination);\n this._next = onNext\n ? function (this: OperatorSubscriber, value: T) {\n try {\n onNext(value);\n } catch (err) {\n destination.error(err);\n }\n }\n : super._next;\n this._error = onError\n ? function (this: OperatorSubscriber, err: any) {\n try {\n onError(err);\n } catch (err) {\n // Send any errors that occur down stream.\n destination.error(err);\n } finally {\n // Ensure finalization.\n this.unsubscribe();\n }\n }\n : super._error;\n this._complete = onComplete\n ? function (this: OperatorSubscriber) {\n try {\n onComplete();\n } catch (err) {\n // Send any errors that occur down stream.\n destination.error(err);\n } finally {\n // Ensure finalization.\n this.unsubscribe();\n }\n }\n : super._complete;\n }\n\n unsubscribe() {\n if (!this.shouldUnsubscribe || this.shouldUnsubscribe()) {\n const { closed } = this;\n super.unsubscribe();\n // Execute additional teardown if we have any and we didn't already do so.\n !closed && this.onFinalize?.();\n }\n }\n}\n", "import { Subscription } from '../Subscription';\n\ninterface AnimationFrameProvider {\n schedule(callback: FrameRequestCallback): Subscription;\n requestAnimationFrame: typeof requestAnimationFrame;\n cancelAnimationFrame: typeof cancelAnimationFrame;\n delegate:\n | {\n requestAnimationFrame: typeof requestAnimationFrame;\n cancelAnimationFrame: typeof cancelAnimationFrame;\n }\n | undefined;\n}\n\nexport const animationFrameProvider: AnimationFrameProvider = {\n // When accessing the delegate, use the variable rather than `this` so that\n // the functions can be called without being bound to the provider.\n schedule(callback) {\n let request = requestAnimationFrame;\n let cancel: typeof cancelAnimationFrame | undefined = cancelAnimationFrame;\n const { delegate } = animationFrameProvider;\n if (delegate) {\n request = delegate.requestAnimationFrame;\n cancel = delegate.cancelAnimationFrame;\n }\n const handle = request((timestamp) => {\n // Clear the cancel function. The request has been fulfilled, so\n // attempting to cancel the request upon unsubscription would be\n // pointless.\n cancel = undefined;\n callback(timestamp);\n });\n return new Subscription(() => cancel?.(handle));\n },\n requestAnimationFrame(...args) {\n const { delegate } = animationFrameProvider;\n return (delegate?.requestAnimationFrame || requestAnimationFrame)(...args);\n },\n cancelAnimationFrame(...args) {\n const { delegate } = animationFrameProvider;\n return (delegate?.cancelAnimationFrame || cancelAnimationFrame)(...args);\n },\n delegate: undefined,\n};\n", "import { createErrorClass } from './createErrorClass';\n\nexport interface ObjectUnsubscribedError extends Error {}\n\nexport interface ObjectUnsubscribedErrorCtor {\n /**\n * @deprecated Internal implementation detail. Do not construct error instances.\n * Cannot be tagged as internal: https://github.com/ReactiveX/rxjs/issues/6269\n */\n new (): ObjectUnsubscribedError;\n}\n\n/**\n * An error thrown when an action is invalid because the object has been\n * unsubscribed.\n *\n * @see {@link Subject}\n * @see {@link BehaviorSubject}\n *\n * @class ObjectUnsubscribedError\n */\nexport const ObjectUnsubscribedError: ObjectUnsubscribedErrorCtor = createErrorClass(\n (_super) =>\n function ObjectUnsubscribedErrorImpl(this: any) {\n _super(this);\n this.name = 'ObjectUnsubscribedError';\n this.message = 'object unsubscribed';\n }\n);\n", "import { Operator } from './Operator';\nimport { Observable } from './Observable';\nimport { Subscriber } from './Subscriber';\nimport { Subscription, EMPTY_SUBSCRIPTION } from './Subscription';\nimport { Observer, SubscriptionLike, TeardownLogic } from './types';\nimport { ObjectUnsubscribedError } from './util/ObjectUnsubscribedError';\nimport { arrRemove } from './util/arrRemove';\nimport { errorContext } from './util/errorContext';\n\n/**\n * A Subject is a special type of Observable that allows values to be\n * multicasted to many Observers. Subjects are like EventEmitters.\n *\n * Every Subject is an Observable and an Observer. You can subscribe to a\n * Subject, and you can call next to feed values as well as error and complete.\n */\nexport class Subject extends Observable implements SubscriptionLike {\n closed = false;\n\n private currentObservers: Observer[] | null = null;\n\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n observers: Observer[] = [];\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n isStopped = false;\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n hasError = false;\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n thrownError: any = null;\n\n /**\n * Creates a \"subject\" by basically gluing an observer to an observable.\n *\n * @deprecated Recommended you do not use. Will be removed at some point in the future. Plans for replacement still under discussion.\n */\n static create: (...args: any[]) => any = (destination: Observer, source: Observable): AnonymousSubject => {\n return new AnonymousSubject(destination, source);\n };\n\n constructor() {\n // NOTE: This must be here to obscure Observable's constructor.\n super();\n }\n\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n lift(operator: Operator): Observable {\n const subject = new AnonymousSubject(this, this);\n subject.operator = operator as any;\n return subject as any;\n }\n\n /** @internal */\n protected _throwIfClosed() {\n if (this.closed) {\n throw new ObjectUnsubscribedError();\n }\n }\n\n next(value: T) {\n errorContext(() => {\n this._throwIfClosed();\n if (!this.isStopped) {\n if (!this.currentObservers) {\n this.currentObservers = Array.from(this.observers);\n }\n for (const observer of this.currentObservers) {\n observer.next(value);\n }\n }\n });\n }\n\n error(err: any) {\n errorContext(() => {\n this._throwIfClosed();\n if (!this.isStopped) {\n this.hasError = this.isStopped = true;\n this.thrownError = err;\n const { observers } = this;\n while (observers.length) {\n observers.shift()!.error(err);\n }\n }\n });\n }\n\n complete() {\n errorContext(() => {\n this._throwIfClosed();\n if (!this.isStopped) {\n this.isStopped = true;\n const { observers } = this;\n while (observers.length) {\n observers.shift()!.complete();\n }\n }\n });\n }\n\n unsubscribe() {\n this.isStopped = this.closed = true;\n this.observers = this.currentObservers = null!;\n }\n\n get observed() {\n return this.observers?.length > 0;\n }\n\n /** @internal */\n protected _trySubscribe(subscriber: Subscriber): TeardownLogic {\n this._throwIfClosed();\n return super._trySubscribe(subscriber);\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): Subscription {\n this._throwIfClosed();\n this._checkFinalizedStatuses(subscriber);\n return this._innerSubscribe(subscriber);\n }\n\n /** @internal */\n protected _innerSubscribe(subscriber: Subscriber) {\n const { hasError, isStopped, observers } = this;\n if (hasError || isStopped) {\n return EMPTY_SUBSCRIPTION;\n }\n this.currentObservers = null;\n observers.push(subscriber);\n return new Subscription(() => {\n this.currentObservers = null;\n arrRemove(observers, subscriber);\n });\n }\n\n /** @internal */\n protected _checkFinalizedStatuses(subscriber: Subscriber) {\n const { hasError, thrownError, isStopped } = this;\n if (hasError) {\n subscriber.error(thrownError);\n } else if (isStopped) {\n subscriber.complete();\n }\n }\n\n /**\n * Creates a new Observable with this Subject as the source. You can do this\n * to create custom Observer-side logic of the Subject and conceal it from\n * code that uses the Observable.\n * @return Observable that this Subject casts to.\n */\n asObservable(): Observable {\n const observable: any = new Observable();\n observable.source = this;\n return observable;\n }\n}\n\nexport class AnonymousSubject extends Subject {\n constructor(\n /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n public destination?: Observer,\n source?: Observable\n ) {\n super();\n this.source = source;\n }\n\n next(value: T) {\n this.destination?.next?.(value);\n }\n\n error(err: any) {\n this.destination?.error?.(err);\n }\n\n complete() {\n this.destination?.complete?.();\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): Subscription {\n return this.source?.subscribe(subscriber) ?? EMPTY_SUBSCRIPTION;\n }\n}\n", "import { Subject } from './Subject';\nimport { Subscriber } from './Subscriber';\nimport { Subscription } from './Subscription';\n\n/**\n * A variant of Subject that requires an initial value and emits its current\n * value whenever it is subscribed to.\n */\nexport class BehaviorSubject extends Subject {\n constructor(private _value: T) {\n super();\n }\n\n get value(): T {\n return this.getValue();\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): Subscription {\n const subscription = super._subscribe(subscriber);\n !subscription.closed && subscriber.next(this._value);\n return subscription;\n }\n\n getValue(): T {\n const { hasError, thrownError, _value } = this;\n if (hasError) {\n throw thrownError;\n }\n this._throwIfClosed();\n return _value;\n }\n\n next(value: T): void {\n super.next((this._value = value));\n }\n}\n", "import { TimestampProvider } from '../types';\n\ninterface DateTimestampProvider extends TimestampProvider {\n delegate: TimestampProvider | undefined;\n}\n\nexport const dateTimestampProvider: DateTimestampProvider = {\n now() {\n // Use the variable rather than `this` so that the function can be called\n // without being bound to the provider.\n return (dateTimestampProvider.delegate || Date).now();\n },\n delegate: undefined,\n};\n", "import { Subject } from './Subject';\nimport { TimestampProvider } from './types';\nimport { Subscriber } from './Subscriber';\nimport { Subscription } from './Subscription';\nimport { dateTimestampProvider } from './scheduler/dateTimestampProvider';\n\n/**\n * A variant of {@link Subject} that \"replays\" old values to new subscribers by emitting them when they first subscribe.\n *\n * `ReplaySubject` has an internal buffer that will store a specified number of values that it has observed. Like `Subject`,\n * `ReplaySubject` \"observes\" values by having them passed to its `next` method. When it observes a value, it will store that\n * value for a time determined by the configuration of the `ReplaySubject`, as passed to its constructor.\n *\n * When a new subscriber subscribes to the `ReplaySubject` instance, it will synchronously emit all values in its buffer in\n * a First-In-First-Out (FIFO) manner. The `ReplaySubject` will also complete, if it has observed completion; and it will\n * error if it has observed an error.\n *\n * There are two main configuration items to be concerned with:\n *\n * 1. `bufferSize` - This will determine how many items are stored in the buffer, defaults to infinite.\n * 2. `windowTime` - The amount of time to hold a value in the buffer before removing it from the buffer.\n *\n * Both configurations may exist simultaneously. So if you would like to buffer a maximum of 3 values, as long as the values\n * are less than 2 seconds old, you could do so with a `new ReplaySubject(3, 2000)`.\n *\n * ### Differences with BehaviorSubject\n *\n * `BehaviorSubject` is similar to `new ReplaySubject(1)`, with a couple of exceptions:\n *\n * 1. `BehaviorSubject` comes \"primed\" with a single value upon construction.\n * 2. `ReplaySubject` will replay values, even after observing an error, where `BehaviorSubject` will not.\n *\n * @see {@link Subject}\n * @see {@link BehaviorSubject}\n * @see {@link shareReplay}\n */\nexport class ReplaySubject extends Subject {\n private _buffer: (T | number)[] = [];\n private _infiniteTimeWindow = true;\n\n /**\n * @param _bufferSize The size of the buffer to replay on subscription\n * @param _windowTime The amount of time the buffered items will stay buffered\n * @param _timestampProvider An object with a `now()` method that provides the current timestamp. This is used to\n * calculate the amount of time something has been buffered.\n */\n constructor(\n private _bufferSize = Infinity,\n private _windowTime = Infinity,\n private _timestampProvider: TimestampProvider = dateTimestampProvider\n ) {\n super();\n this._infiniteTimeWindow = _windowTime === Infinity;\n this._bufferSize = Math.max(1, _bufferSize);\n this._windowTime = Math.max(1, _windowTime);\n }\n\n next(value: T): void {\n const { isStopped, _buffer, _infiniteTimeWindow, _timestampProvider, _windowTime } = this;\n if (!isStopped) {\n _buffer.push(value);\n !_infiniteTimeWindow && _buffer.push(_timestampProvider.now() + _windowTime);\n }\n this._trimBuffer();\n super.next(value);\n }\n\n /** @internal */\n protected _subscribe(subscriber: Subscriber): Subscription {\n this._throwIfClosed();\n this._trimBuffer();\n\n const subscription = this._innerSubscribe(subscriber);\n\n const { _infiniteTimeWindow, _buffer } = this;\n // We use a copy here, so reentrant code does not mutate our array while we're\n // emitting it to a new subscriber.\n const copy = _buffer.slice();\n for (let i = 0; i < copy.length && !subscriber.closed; i += _infiniteTimeWindow ? 1 : 2) {\n subscriber.next(copy[i] as T);\n }\n\n this._checkFinalizedStatuses(subscriber);\n\n return subscription;\n }\n\n private _trimBuffer() {\n const { _bufferSize, _timestampProvider, _buffer, _infiniteTimeWindow } = this;\n // If we don't have an infinite buffer size, and we're over the length,\n // use splice to truncate the old buffer values off. Note that we have to\n // double the size for instances where we're not using an infinite time window\n // because we're storing the values and the timestamps in the same array.\n const adjustedBufferSize = (_infiniteTimeWindow ? 1 : 2) * _bufferSize;\n _bufferSize < Infinity && adjustedBufferSize < _buffer.length && _buffer.splice(0, _buffer.length - adjustedBufferSize);\n\n // Now, if we're not in an infinite time window, remove all values where the time is\n // older than what is allowed.\n if (!_infiniteTimeWindow) {\n const now = _timestampProvider.now();\n let last = 0;\n // Search the array for the first timestamp that isn't expired and\n // truncate the buffer up to that point.\n for (let i = 1; i < _buffer.length && (_buffer[i] as number) <= now; i += 2) {\n last = i;\n }\n last && _buffer.splice(0, last + 1);\n }\n }\n}\n", "import { Scheduler } from '../Scheduler';\nimport { Subscription } from '../Subscription';\nimport { SchedulerAction } from '../types';\n\n/**\n * A unit of work to be executed in a `scheduler`. An action is typically\n * created from within a {@link SchedulerLike} and an RxJS user does not need to concern\n * themselves about creating and manipulating an Action.\n *\n * ```ts\n * class Action extends Subscription {\n * new (scheduler: Scheduler, work: (state?: T) => void);\n * schedule(state?: T, delay: number = 0): Subscription;\n * }\n * ```\n */\nexport class Action extends Subscription {\n constructor(scheduler: Scheduler, work: (this: SchedulerAction, state?: T) => void) {\n super();\n }\n /**\n * Schedules this action on its parent {@link SchedulerLike} for execution. May be passed\n * some context object, `state`. May happen at some point in the future,\n * according to the `delay` parameter, if specified.\n * @param state Some contextual data that the `work` function uses when called by the\n * Scheduler.\n * @param delay Time to wait before executing the work, where the time unit is implicit\n * and defined by the Scheduler.\n * @return A subscription in order to be able to unsubscribe the scheduled work.\n */\n public schedule(state?: T, delay: number = 0): Subscription {\n return this;\n }\n}\n", "import type { TimerHandle } from './timerHandle';\ntype SetIntervalFunction = (handler: () => void, timeout?: number, ...args: any[]) => TimerHandle;\ntype ClearIntervalFunction = (handle: TimerHandle) => void;\n\ninterface IntervalProvider {\n setInterval: SetIntervalFunction;\n clearInterval: ClearIntervalFunction;\n delegate:\n | {\n setInterval: SetIntervalFunction;\n clearInterval: ClearIntervalFunction;\n }\n | undefined;\n}\n\nexport const intervalProvider: IntervalProvider = {\n // When accessing the delegate, use the variable rather than `this` so that\n // the functions can be called without being bound to the provider.\n setInterval(handler: () => void, timeout?: number, ...args) {\n const { delegate } = intervalProvider;\n if (delegate?.setInterval) {\n return delegate.setInterval(handler, timeout, ...args);\n }\n return setInterval(handler, timeout, ...args);\n },\n clearInterval(handle) {\n const { delegate } = intervalProvider;\n return (delegate?.clearInterval || clearInterval)(handle as any);\n },\n delegate: undefined,\n};\n", "import { Action } from './Action';\nimport { SchedulerAction } from '../types';\nimport { Subscription } from '../Subscription';\nimport { AsyncScheduler } from './AsyncScheduler';\nimport { intervalProvider } from './intervalProvider';\nimport { arrRemove } from '../util/arrRemove';\nimport { TimerHandle } from './timerHandle';\n\nexport class AsyncAction extends Action {\n public id: TimerHandle | undefined;\n public state?: T;\n // @ts-ignore: Property has no initializer and is not definitely assigned\n public delay: number;\n protected pending: boolean = false;\n\n constructor(protected scheduler: AsyncScheduler, protected work: (this: SchedulerAction, state?: T) => void) {\n super(scheduler, work);\n }\n\n public schedule(state?: T, delay: number = 0): Subscription {\n if (this.closed) {\n return this;\n }\n\n // Always replace the current state with the new state.\n this.state = state;\n\n const id = this.id;\n const scheduler = this.scheduler;\n\n //\n // Important implementation note:\n //\n // Actions only execute once by default, unless rescheduled from within the\n // scheduled callback. This allows us to implement single and repeat\n // actions via the same code path, without adding API surface area, as well\n // as mimic traditional recursion but across asynchronous boundaries.\n //\n // However, JS runtimes and timers distinguish between intervals achieved by\n // serial `setTimeout` calls vs. a single `setInterval` call. An interval of\n // serial `setTimeout` calls can be individually delayed, which delays\n // scheduling the next `setTimeout`, and so on. `setInterval` attempts to\n // guarantee the interval callback will be invoked more precisely to the\n // interval period, regardless of load.\n //\n // Therefore, we use `setInterval` to schedule single and repeat actions.\n // If the action reschedules itself with the same delay, the interval is not\n // canceled. If the action doesn't reschedule, or reschedules with a\n // different delay, the interval will be canceled after scheduled callback\n // execution.\n //\n if (id != null) {\n this.id = this.recycleAsyncId(scheduler, id, delay);\n }\n\n // Set the pending flag indicating that this action has been scheduled, or\n // has recursively rescheduled itself.\n this.pending = true;\n\n this.delay = delay;\n // If this action has already an async Id, don't request a new one.\n this.id = this.id ?? this.requestAsyncId(scheduler, this.id, delay);\n\n return this;\n }\n\n protected requestAsyncId(scheduler: AsyncScheduler, _id?: TimerHandle, delay: number = 0): TimerHandle {\n return intervalProvider.setInterval(scheduler.flush.bind(scheduler, this), delay);\n }\n\n protected recycleAsyncId(_scheduler: AsyncScheduler, id?: TimerHandle, delay: number | null = 0): TimerHandle | undefined {\n // If this action is rescheduled with the same delay time, don't clear the interval id.\n if (delay != null && this.delay === delay && this.pending === false) {\n return id;\n }\n // Otherwise, if the action's delay time is different from the current delay,\n // or the action has been rescheduled before it's executed, clear the interval id\n if (id != null) {\n intervalProvider.clearInterval(id);\n }\n\n return undefined;\n }\n\n /**\n * Immediately executes this action and the `work` it contains.\n */\n public execute(state: T, delay: number): any {\n if (this.closed) {\n return new Error('executing a cancelled action');\n }\n\n this.pending = false;\n const error = this._execute(state, delay);\n if (error) {\n return error;\n } else if (this.pending === false && this.id != null) {\n // Dequeue if the action didn't reschedule itself. Don't call\n // unsubscribe(), because the action could reschedule later.\n // For example:\n // ```\n // scheduler.schedule(function doWork(counter) {\n // /* ... I'm a busy worker bee ... */\n // var originalAction = this;\n // /* wait 100ms before rescheduling the action */\n // setTimeout(function () {\n // originalAction.schedule(counter + 1);\n // }, 100);\n // }, 1000);\n // ```\n this.id = this.recycleAsyncId(this.scheduler, this.id, null);\n }\n }\n\n protected _execute(state: T, _delay: number): any {\n let errored: boolean = false;\n let errorValue: any;\n try {\n this.work(state);\n } catch (e) {\n errored = true;\n // HACK: Since code elsewhere is relying on the \"truthiness\" of the\n // return here, we can't have it return \"\" or 0 or false.\n // TODO: Clean this up when we refactor schedulers mid-version-8 or so.\n errorValue = e ? e : new Error('Scheduled action threw falsy error');\n }\n if (errored) {\n this.unsubscribe();\n return errorValue;\n }\n }\n\n unsubscribe() {\n if (!this.closed) {\n const { id, scheduler } = this;\n const { actions } = scheduler;\n\n this.work = this.state = this.scheduler = null!;\n this.pending = false;\n\n arrRemove(actions, this);\n if (id != null) {\n this.id = this.recycleAsyncId(scheduler, id, null);\n }\n\n this.delay = null!;\n super.unsubscribe();\n }\n }\n}\n", "import { Action } from './scheduler/Action';\nimport { Subscription } from './Subscription';\nimport { SchedulerLike, SchedulerAction } from './types';\nimport { dateTimestampProvider } from './scheduler/dateTimestampProvider';\n\n/**\n * An execution context and a data structure to order tasks and schedule their\n * execution. Provides a notion of (potentially virtual) time, through the\n * `now()` getter method.\n *\n * Each unit of work in a Scheduler is called an `Action`.\n *\n * ```ts\n * class Scheduler {\n * now(): number;\n * schedule(work, delay?, state?): Subscription;\n * }\n * ```\n *\n * @deprecated Scheduler is an internal implementation detail of RxJS, and\n * should not be used directly. Rather, create your own class and implement\n * {@link SchedulerLike}. Will be made internal in v8.\n */\nexport class Scheduler implements SchedulerLike {\n public static now: () => number = dateTimestampProvider.now;\n\n constructor(private schedulerActionCtor: typeof Action, now: () => number = Scheduler.now) {\n this.now = now;\n }\n\n /**\n * A getter method that returns a number representing the current time\n * (at the time this function was called) according to the scheduler's own\n * internal clock.\n * @return A number that represents the current time. May or may not\n * have a relation to wall-clock time. May or may not refer to a time unit\n * (e.g. milliseconds).\n */\n public now: () => number;\n\n /**\n * Schedules a function, `work`, for execution. May happen at some point in\n * the future, according to the `delay` parameter, if specified. May be passed\n * some context object, `state`, which will be passed to the `work` function.\n *\n * The given arguments will be processed an stored as an Action object in a\n * queue of actions.\n *\n * @param work A function representing a task, or some unit of work to be\n * executed by the Scheduler.\n * @param delay Time to wait before executing the work, where the time unit is\n * implicit and defined by the Scheduler itself.\n * @param state Some contextual data that the `work` function uses when called\n * by the Scheduler.\n * @return A subscription in order to be able to unsubscribe the scheduled work.\n */\n public schedule(work: (this: SchedulerAction, state?: T) => void, delay: number = 0, state?: T): Subscription {\n return new this.schedulerActionCtor(this, work).schedule(state, delay);\n }\n}\n", "import { Scheduler } from '../Scheduler';\nimport { Action } from './Action';\nimport { AsyncAction } from './AsyncAction';\nimport { TimerHandle } from './timerHandle';\n\nexport class AsyncScheduler extends Scheduler {\n public actions: Array> = [];\n /**\n * A flag to indicate whether the Scheduler is currently executing a batch of\n * queued actions.\n * @internal\n */\n public _active: boolean = false;\n /**\n * An internal ID used to track the latest asynchronous task such as those\n * coming from `setTimeout`, `setInterval`, `requestAnimationFrame`, and\n * others.\n * @internal\n */\n public _scheduled: TimerHandle | undefined;\n\n constructor(SchedulerAction: typeof Action, now: () => number = Scheduler.now) {\n super(SchedulerAction, now);\n }\n\n public flush(action: AsyncAction): void {\n const { actions } = this;\n\n if (this._active) {\n actions.push(action);\n return;\n }\n\n let error: any;\n this._active = true;\n\n do {\n if ((error = action.execute(action.state, action.delay))) {\n break;\n }\n } while ((action = actions.shift()!)); // exhaust the scheduler queue\n\n this._active = false;\n\n if (error) {\n while ((action = actions.shift()!)) {\n action.unsubscribe();\n }\n throw error;\n }\n }\n}\n", "import { AsyncAction } from './AsyncAction';\nimport { AsyncScheduler } from './AsyncScheduler';\n\n/**\n *\n * Async Scheduler\n *\n * Schedule task as if you used setTimeout(task, duration)\n *\n * `async` scheduler schedules tasks asynchronously, by putting them on the JavaScript\n * event loop queue. It is best used to delay tasks in time or to schedule tasks repeating\n * in intervals.\n *\n * If you just want to \"defer\" task, that is to perform it right after currently\n * executing synchronous code ends (commonly achieved by `setTimeout(deferredTask, 0)`),\n * better choice will be the {@link asapScheduler} scheduler.\n *\n * ## Examples\n * Use async scheduler to delay task\n * ```ts\n * import { asyncScheduler } from 'rxjs';\n *\n * const task = () => console.log('it works!');\n *\n * asyncScheduler.schedule(task, 2000);\n *\n * // After 2 seconds logs:\n * // \"it works!\"\n * ```\n *\n * Use async scheduler to repeat task in intervals\n * ```ts\n * import { asyncScheduler } from 'rxjs';\n *\n * function task(state) {\n * console.log(state);\n * this.schedule(state + 1, 1000); // `this` references currently executing Action,\n * // which we reschedule with new state and delay\n * }\n *\n * asyncScheduler.schedule(task, 3000, 0);\n *\n * // Logs:\n * // 0 after 3s\n * // 1 after 4s\n * // 2 after 5s\n * // 3 after 6s\n * ```\n */\n\nexport const asyncScheduler = new AsyncScheduler(AsyncAction);\n\n/**\n * @deprecated Renamed to {@link asyncScheduler}. Will be removed in v8.\n */\nexport const async = asyncScheduler;\n", "import { AsyncAction } from './AsyncAction';\nimport { Subscription } from '../Subscription';\nimport { QueueScheduler } from './QueueScheduler';\nimport { SchedulerAction } from '../types';\nimport { TimerHandle } from './timerHandle';\n\nexport class QueueAction extends AsyncAction {\n constructor(protected scheduler: QueueScheduler, protected work: (this: SchedulerAction, state?: T) => void) {\n super(scheduler, work);\n }\n\n public schedule(state?: T, delay: number = 0): Subscription {\n if (delay > 0) {\n return super.schedule(state, delay);\n }\n this.delay = delay;\n this.state = state;\n this.scheduler.flush(this);\n return this;\n }\n\n public execute(state: T, delay: number): any {\n return delay > 0 || this.closed ? super.execute(state, delay) : this._execute(state, delay);\n }\n\n protected requestAsyncId(scheduler: QueueScheduler, id?: TimerHandle, delay: number = 0): TimerHandle {\n // If delay exists and is greater than 0, or if the delay is null (the\n // action wasn't rescheduled) but was originally scheduled as an async\n // action, then recycle as an async action.\n\n if ((delay != null && delay > 0) || (delay == null && this.delay > 0)) {\n return super.requestAsyncId(scheduler, id, delay);\n }\n\n // Otherwise flush the scheduler starting with this action.\n scheduler.flush(this);\n\n // HACK: In the past, this was returning `void`. However, `void` isn't a valid\n // `TimerHandle`, and generally the return value here isn't really used. So the\n // compromise is to return `0` which is both \"falsy\" and a valid `TimerHandle`,\n // as opposed to refactoring every other instanceo of `requestAsyncId`.\n return 0;\n }\n}\n", "import { AsyncScheduler } from './AsyncScheduler';\n\nexport class QueueScheduler extends AsyncScheduler {\n}\n", "import { QueueAction } from './QueueAction';\nimport { QueueScheduler } from './QueueScheduler';\n\n/**\n *\n * Queue Scheduler\n *\n * Put every next task on a queue, instead of executing it immediately\n *\n * `queue` scheduler, when used with delay, behaves the same as {@link asyncScheduler} scheduler.\n *\n * When used without delay, it schedules given task synchronously - executes it right when\n * it is scheduled. However when called recursively, that is when inside the scheduled task,\n * another task is scheduled with queue scheduler, instead of executing immediately as well,\n * that task will be put on a queue and wait for current one to finish.\n *\n * This means that when you execute task with `queue` scheduler, you are sure it will end\n * before any other task scheduled with that scheduler will start.\n *\n * ## Examples\n * Schedule recursively first, then do something\n * ```ts\n * import { queueScheduler } from 'rxjs';\n *\n * queueScheduler.schedule(() => {\n * queueScheduler.schedule(() => console.log('second')); // will not happen now, but will be put on a queue\n *\n * console.log('first');\n * });\n *\n * // Logs:\n * // \"first\"\n * // \"second\"\n * ```\n *\n * Reschedule itself recursively\n * ```ts\n * import { queueScheduler } from 'rxjs';\n *\n * queueScheduler.schedule(function(state) {\n * if (state !== 0) {\n * console.log('before', state);\n * this.schedule(state - 1); // `this` references currently executing Action,\n * // which we reschedule with new state\n * console.log('after', state);\n * }\n * }, 0, 3);\n *\n * // In scheduler that runs recursively, you would expect:\n * // \"before\", 3\n * // \"before\", 2\n * // \"before\", 1\n * // \"after\", 1\n * // \"after\", 2\n * // \"after\", 3\n *\n * // But with queue it logs:\n * // \"before\", 3\n * // \"after\", 3\n * // \"before\", 2\n * // \"after\", 2\n * // \"before\", 1\n * // \"after\", 1\n * ```\n */\n\nexport const queueScheduler = new QueueScheduler(QueueAction);\n\n/**\n * @deprecated Renamed to {@link queueScheduler}. Will be removed in v8.\n */\nexport const queue = queueScheduler;\n", "import { AsyncAction } from './AsyncAction';\nimport { AnimationFrameScheduler } from './AnimationFrameScheduler';\nimport { SchedulerAction } from '../types';\nimport { animationFrameProvider } from './animationFrameProvider';\nimport { TimerHandle } from './timerHandle';\n\nexport class AnimationFrameAction extends AsyncAction {\n constructor(protected scheduler: AnimationFrameScheduler, protected work: (this: SchedulerAction, state?: T) => void) {\n super(scheduler, work);\n }\n\n protected requestAsyncId(scheduler: AnimationFrameScheduler, id?: TimerHandle, delay: number = 0): TimerHandle {\n // If delay is greater than 0, request as an async action.\n if (delay !== null && delay > 0) {\n return super.requestAsyncId(scheduler, id, delay);\n }\n // Push the action to the end of the scheduler queue.\n scheduler.actions.push(this);\n // If an animation frame has already been requested, don't request another\n // one. If an animation frame hasn't been requested yet, request one. Return\n // the current animation frame request id.\n return scheduler._scheduled || (scheduler._scheduled = animationFrameProvider.requestAnimationFrame(() => scheduler.flush(undefined)));\n }\n\n protected recycleAsyncId(scheduler: AnimationFrameScheduler, id?: TimerHandle, delay: number = 0): TimerHandle | undefined {\n // If delay exists and is greater than 0, or if the delay is null (the\n // action wasn't rescheduled) but was originally scheduled as an async\n // action, then recycle as an async action.\n if (delay != null ? delay > 0 : this.delay > 0) {\n return super.recycleAsyncId(scheduler, id, delay);\n }\n // If the scheduler queue has no remaining actions with the same async id,\n // cancel the requested animation frame and set the scheduled flag to\n // undefined so the next AnimationFrameAction will request its own.\n const { actions } = scheduler;\n if (id != null && id === scheduler._scheduled && actions[actions.length - 1]?.id !== id) {\n animationFrameProvider.cancelAnimationFrame(id as number);\n scheduler._scheduled = undefined;\n }\n // Return undefined so the action knows to request a new async id if it's rescheduled.\n return undefined;\n }\n}\n", "import { AsyncAction } from './AsyncAction';\nimport { AsyncScheduler } from './AsyncScheduler';\n\nexport class AnimationFrameScheduler extends AsyncScheduler {\n public flush(action?: AsyncAction): void {\n this._active = true;\n // The async id that effects a call to flush is stored in _scheduled.\n // Before executing an action, it's necessary to check the action's async\n // id to determine whether it's supposed to be executed in the current\n // flush.\n // Previous implementations of this method used a count to determine this,\n // but that was unsound, as actions that are unsubscribed - i.e. cancelled -\n // are removed from the actions array and that can shift actions that are\n // scheduled to be executed in a subsequent flush into positions at which\n // they are executed within the current flush.\n let flushId;\n if (action) {\n flushId = action.id;\n } else {\n flushId = this._scheduled;\n this._scheduled = undefined;\n }\n\n const { actions } = this;\n let error: any;\n action = action || actions.shift()!;\n\n do {\n if ((error = action.execute(action.state, action.delay))) {\n break;\n }\n } while ((action = actions[0]) && action.id === flushId && actions.shift());\n\n this._active = false;\n\n if (error) {\n while ((action = actions[0]) && action.id === flushId && actions.shift()) {\n action.unsubscribe();\n }\n throw error;\n }\n }\n}\n", "import { AnimationFrameAction } from './AnimationFrameAction';\nimport { AnimationFrameScheduler } from './AnimationFrameScheduler';\n\n/**\n *\n * Animation Frame Scheduler\n *\n * Perform task when `window.requestAnimationFrame` would fire\n *\n * When `animationFrame` scheduler is used with delay, it will fall back to {@link asyncScheduler} scheduler\n * behaviour.\n *\n * Without delay, `animationFrame` scheduler can be used to create smooth browser animations.\n * It makes sure scheduled task will happen just before next browser content repaint,\n * thus performing animations as efficiently as possible.\n *\n * ## Example\n * Schedule div height animation\n * ```ts\n * // html:
\n * import { animationFrameScheduler } from 'rxjs';\n *\n * const div = document.querySelector('div');\n *\n * animationFrameScheduler.schedule(function(height) {\n * div.style.height = height + \"px\";\n *\n * this.schedule(height + 1); // `this` references currently executing Action,\n * // which we reschedule with new state\n * }, 0, 0);\n *\n * // You will see a div element growing in height\n * ```\n */\n\nexport const animationFrameScheduler = new AnimationFrameScheduler(AnimationFrameAction);\n\n/**\n * @deprecated Renamed to {@link animationFrameScheduler}. Will be removed in v8.\n */\nexport const animationFrame = animationFrameScheduler;\n", "import { Observable } from '../Observable';\nimport { SchedulerLike } from '../types';\n\n/**\n * A simple Observable that emits no items to the Observer and immediately\n * emits a complete notification.\n *\n * Just emits 'complete', and nothing else.\n *\n * ![](empty.png)\n *\n * A simple Observable that only emits the complete notification. It can be used\n * for composing with other Observables, such as in a {@link mergeMap}.\n *\n * ## Examples\n *\n * Log complete notification\n *\n * ```ts\n * import { EMPTY } from 'rxjs';\n *\n * EMPTY.subscribe({\n * next: () => console.log('Next'),\n * complete: () => console.log('Complete!')\n * });\n *\n * // Outputs\n * // Complete!\n * ```\n *\n * Emit the number 7, then complete\n *\n * ```ts\n * import { EMPTY, startWith } from 'rxjs';\n *\n * const result = EMPTY.pipe(startWith(7));\n * result.subscribe(x => console.log(x));\n *\n * // Outputs\n * // 7\n * ```\n *\n * Map and flatten only odd numbers to the sequence `'a'`, `'b'`, `'c'`\n *\n * ```ts\n * import { interval, mergeMap, of, EMPTY } from 'rxjs';\n *\n * const interval$ = interval(1000);\n * const result = interval$.pipe(\n * mergeMap(x => x % 2 === 1 ? of('a', 'b', 'c') : EMPTY),\n * );\n * result.subscribe(x => console.log(x));\n *\n * // Results in the following to the console:\n * // x is equal to the count on the interval, e.g. (0, 1, 2, 3, ...)\n * // x will occur every 1000ms\n * // if x % 2 is equal to 1, print a, b, c (each on its own)\n * // if x % 2 is not equal to 1, nothing will be output\n * ```\n *\n * @see {@link Observable}\n * @see {@link NEVER}\n * @see {@link of}\n * @see {@link throwError}\n */\nexport const EMPTY = new Observable((subscriber) => subscriber.complete());\n\n/**\n * @param scheduler A {@link SchedulerLike} to use for scheduling\n * the emission of the complete notification.\n * @deprecated Replaced with the {@link EMPTY} constant or {@link scheduled} (e.g. `scheduled([], scheduler)`). Will be removed in v8.\n */\nexport function empty(scheduler?: SchedulerLike) {\n return scheduler ? emptyScheduled(scheduler) : EMPTY;\n}\n\nfunction emptyScheduled(scheduler: SchedulerLike) {\n return new Observable((subscriber) => scheduler.schedule(() => subscriber.complete()));\n}\n", "import { SchedulerLike } from '../types';\nimport { isFunction } from './isFunction';\n\nexport function isScheduler(value: any): value is SchedulerLike {\n return value && isFunction(value.schedule);\n}\n", "import { SchedulerLike } from '../types';\nimport { isFunction } from './isFunction';\nimport { isScheduler } from './isScheduler';\n\nfunction last(arr: T[]): T | undefined {\n return arr[arr.length - 1];\n}\n\nexport function popResultSelector(args: any[]): ((...args: unknown[]) => unknown) | undefined {\n return isFunction(last(args)) ? args.pop() : undefined;\n}\n\nexport function popScheduler(args: any[]): SchedulerLike | undefined {\n return isScheduler(last(args)) ? args.pop() : undefined;\n}\n\nexport function popNumber(args: any[], defaultValue: number): number {\n return typeof last(args) === 'number' ? args.pop()! : defaultValue;\n}\n", "export const isArrayLike = ((x: any): x is ArrayLike => x && typeof x.length === 'number' && typeof x !== 'function');", "import { isFunction } from \"./isFunction\";\n\n/**\n * Tests to see if the object is \"thennable\".\n * @param value the object to test\n */\nexport function isPromise(value: any): value is PromiseLike {\n return isFunction(value?.then);\n}\n", "import { InteropObservable } from '../types';\nimport { observable as Symbol_observable } from '../symbol/observable';\nimport { isFunction } from './isFunction';\n\n/** Identifies an input as being Observable (but not necessary an Rx Observable) */\nexport function isInteropObservable(input: any): input is InteropObservable {\n return isFunction(input[Symbol_observable]);\n}\n", "import { isFunction } from './isFunction';\n\nexport function isAsyncIterable(obj: any): obj is AsyncIterable {\n return Symbol.asyncIterator && isFunction(obj?.[Symbol.asyncIterator]);\n}\n", "/**\n * Creates the TypeError to throw if an invalid object is passed to `from` or `scheduled`.\n * @param input The object that was passed.\n */\nexport function createInvalidObservableTypeError(input: any) {\n // TODO: We should create error codes that can be looked up, so this can be less verbose.\n return new TypeError(\n `You provided ${\n input !== null && typeof input === 'object' ? 'an invalid object' : `'${input}'`\n } where a stream was expected. You can provide an Observable, Promise, ReadableStream, Array, AsyncIterable, or Iterable.`\n );\n}\n", "export function getSymbolIterator(): symbol {\n if (typeof Symbol !== 'function' || !Symbol.iterator) {\n return '@@iterator' as any;\n }\n\n return Symbol.iterator;\n}\n\nexport const iterator = getSymbolIterator();\n", "import { iterator as Symbol_iterator } from '../symbol/iterator';\nimport { isFunction } from './isFunction';\n\n/** Identifies an input as being an Iterable */\nexport function isIterable(input: any): input is Iterable {\n return isFunction(input?.[Symbol_iterator]);\n}\n", "import { ReadableStreamLike } from '../types';\nimport { isFunction } from './isFunction';\n\nexport async function* readableStreamLikeToAsyncGenerator(readableStream: ReadableStreamLike): AsyncGenerator {\n const reader = readableStream.getReader();\n try {\n while (true) {\n const { value, done } = await reader.read();\n if (done) {\n return;\n }\n yield value!;\n }\n } finally {\n reader.releaseLock();\n }\n}\n\nexport function isReadableStreamLike(obj: any): obj is ReadableStreamLike {\n // We don't want to use instanceof checks because they would return\n // false for instances from another Realm, like an " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Surfrad's Fort Peck\n", + "latitude, longitude = 48.30783,\t-105.1017\n", + "start, end = \"2024-05-01T04:00:00\", \"2024-08-01T04:00:00\"\n", + "\n", + "map = folium.Map(location=[latitude, longitude], zoom_start=5)\n", + "folium.Marker([latitude, longitude], popup=\"Fort Peck\").add_to(map)\n", + "map" + ] + }, + { + "cell_type": "markdown", + "id": "cfb8ef5b-8072-4b51-afff-75c6dcf72304", + "metadata": {}, + "source": [ + "now let's use `pvlib.iotools.solcast` to fetch the hourly precipitation rate." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5666543-fdd3-4359-867c-4207c7283d81", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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2024-05-01 08:30:00+00:000.0
\n", + "
" + ], + "text/plain": [ + " precipitation_rate\n", + "period_mid \n", + "2024-05-01 04:30:00+00:00 0.0\n", + "2024-05-01 05:30:00+00:00 0.0\n", + "2024-05-01 06:30:00+00:00 0.0\n", + "2024-05-01 07:30:00+00:00 0.0\n", + "2024-05-01 08:30:00+00:00 0.0" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rainfall_data = solcast.get_solcast_historic(\n", + " latitude, longitude,\n", + " start=start, end=end,\n", + " api_key=os.getenv('SOLCAST_API_KEY'),\n", + " output_parameters=['precipitation_rate'],\n", + " period=\"PT1H\"\n", + ")[0]\n", + "\n", + "rainfall_data.head()" + ] + }, + { + "cell_type": "markdown", + "id": "e14906a4-5289-4e81-ad54-f0ac02184edc", + "metadata": {}, + "source": [ + "To assist in the interpretation of results, we create a new column `accumulated_rainfall` with the daily total rainfall, i.e. the total rainfall in the preceding 24h. This matches what the Kimber algorithm does: when this accumulation reaches the cleaning threshold, the soiling rate returns to 0.\n", + "\n", + "We also set up a plotting function to superimpose the accumulation on the soiling rate results." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b6da5564-cec7-4bab-8a1c-d388a52bc584", + "metadata": {}, + "outputs": [], + "source": [ + "# the local timezone is UTC - 4 hours\n", + "rainfall_data.index = rainfall_data.index - pd.Timedelta(hours=4)\n", + "\n", + "rainfall_data['accumulated_rainfall'] = rainfall_data.rolling(24, closed='right').sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "71f018e5-2d7d-425b-b31b-fd3153d1db6e", + "metadata": {}, + "outputs": [], + "source": [ + "def plot(\n", + " time_labels: pd.DatetimeIndex,\n", + " precip_rate: pd.Series,\n", + " precip_daily: pd.Series,\n", + " soiling: pd.Series,\n", + " threshold: int=15\n", + "):\n", + " \"\"\"function that plots the precipitation accumulation alongside soiling rate.\n", + "\n", + " Args:\n", + " time_labels: the datetime values to use for the x-axis\n", + " precip_rate: the hourly precipitation rate values in mm/h\n", + " precip_daily: the daily sum of precipitation in mm\n", + " soiling: soiling rate\n", + " threshold: amount of daily rainfall required to clean the panels.\n", + " \"\"\"\n", + " fig, ax1 = plt.subplots(figsize=(12,5))\n", + "\n", + " # line plot showing the soiling loss\n", + " ax1.plot(time_labels, soiling.values*100, linestyle=':', label='soiling loss', color='orange')\n", + " ax1.set_ylabel(\"energy loss fraction (%)\", color='orange')\n", + "\n", + " # secondary axis for the rainfall\n", + " ax2 = ax1.twinx()\n", + "\n", + " # horizontal line for the threshold\n", + " ax2.hlines(y=threshold, xmin=time_labels.min(), xmax=time_labels.max(), linestyle='--', label='cleaning threshold')\n", + "\n", + " # bar plot of the daily sum of the rainfall\n", + " ax2.plot(time_labels, precip_daily, label=\"daily rain accumulation\", alpha=0.5)\n", + " ax2.plot(time_labels, precip_rate, label=\"precipitation rate\", color='blue', linewidth=0.5)\n", + " ax2.set_ylabel(\"precipitation (mm)\", color='blue')\n", + "\n", + " fig.legend()\n", + " fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "b41002b6-f460-438b-b833-9dc4270207d7", + "metadata": {}, + "source": [ + "Once we have the rainfall data we can use `pvlib.soiling.kimber` to compute the energy loss from soiling, starting from the rainfall obtained and a daily soiling loss rate. More information regarding the algorithm and the parameters can be found in [pvlib's documentation](https://pvlib-python.readthedocs.io/en/stable/reference/generated/pvlib.soiling.kimber.html)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7bbfe97f-c17c-48ae-9e4f-9a62de0946ff", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "average soiling loss: 0.025438887001810104\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "soiling = kimber(\n", + " rainfall_data.precipitation_rate,\n", + " cleaning_threshold=15.0,\n", + " grace_period=3, # Number of days after a rainfall event\n", + " # when it’s assumed the ground is damp, and so it’s assumed there is no soiling.\n", + " soiling_loss_rate=0.0015 # Fraction of energy lost due to one day of soiling.\n", + ")\n", + "\n", + "df = pd.concat([rainfall_data, soiling], axis=1)\n", + "\n", + "f = plot(df.index, df.precipitation_rate, df.accumulated_rainfall, df.soiling)\n", + "\n", + "print(f\"average soiling loss: {df.soiling.mean()}\")" + ] + }, + { + "cell_type": "markdown", + "id": "e40e524d-e69a-46e4-ad0d-1de99e345df8", + "metadata": {}, + "source": [ + "As we can see, May and July have rarely experienced enough rainfall to surpass our rainfall accumulation threshold and therefore soiling losses increase throughout the month, reaching a rate as high as ~6% if no cleaning is applied. Soiling rate averages 3% across the period. Lowering the cleaning threshold, e.g. for more tilted panels, will give us a lower rate: with 10mm of rain set as the threshold, the average soiling rate is 1.5%." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b8ca7deb-4ea0-478b-9a63-08bf40a86a29", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "average soiling loss: 0.01534742980072379\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "soiling = kimber(\n", + " rainfall_data.precipitation_rate,\n", + " cleaning_threshold=10.0,\n", + " grace_period=3,\n", + " soiling_loss_rate=0.0015\n", + ")\n", + "\n", + "df = pd.concat([rainfall_data, soiling], axis=1)\n", + "\n", + "f = plot(df.index, df.precipitation_rate, df.accumulated_rainfall, df.soiling, threshold=10)\n", + "\n", + "print(f\"average soiling loss: {df.soiling.mean()}\")" + ] + }, + { + "cell_type": "markdown", + "id": "8415b306-64db-4115-88e4-92c25abde8c9", + "metadata": {}, + "source": [ + "The Kimber implementation in `pvlib` allows specification of `manual_wash_dates`. Below we set a biweekly schedule on which our panels will be cleaned, bringing the soiling loss back to zero without starting a \"grace period\":" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "42ebe363-2b45-41a1-87e2-99a64312a0ba", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "average soiling loss: 0.0077790421195647564\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# load raw measurements\n", + "meas_raw = pd.read_csv(\"./data/3.1_sample_measurements.csv\", index_col=0, parse_dates=True)\n", + "\n", + "# clean up any clearly wrong values \n", + "meas_raw.loc[meas_raw[\"ghi\"]<0, \"ghi\"] = 0\n", + "\n", + "display(meas_raw.head())\n", + "meas_raw.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resampling Measurement Data\n", + "\n", + "Here we resample measurement data to 30 minute averages, labelled with period_end" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# In this example we are targeting 30 minute periods\n", + "target_minutes = 30\n", + "# we have 5 minute measurement data, so we expect\n", + "# 6 measurements per 30 minute period, allowing one to be missing:\n", + "minimum_measurements_per_period = 5\n", + "# if the raw_measurements are averaged by:\n", + "# - period start, then closed=\"left\"\n", + "# - period end, then closed=\"right\"\n", + "# - instantaneous, then closed=\"right\" \n", + "# (but you should ensure you have at least one-minute data!)\n", + "# for conversion to period_end\n", + "closed = \"left\" \n", + "\n", + "# label=\"right\" to make the timestamp timestamps labelled with the period end\n", + "# (label=\"left\" would make the timestamps labelled with the period start)\n", + "groupby = meas_raw.resample(f\"{target_minutes}T\", label=\"right\", closed=closed)\n", + "meas_resampled = groupby.mean()\n", + "measurements_count = groupby.count()\n", + "meas_resampled = meas_resampled.where(measurements_count >= minimum_measurements_per_period)\n", + "meas_resampled.index.name = \"period_end\"\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plotting up the results\n", + "\n", + "- some times have been dropped to due incomplete measurements\n", + "- the PT15M timeseries is shifted to the right - this is expected, because multiple PT5M timestamps go into a single resampled timestamp, e.g.\n", + "\n", + "```\n", + "resampled PT15M period_end | raw measurements PT5M period_starts \n", + "12:45 | [12:30, 12:35, 12:40]\n", + "13:00 | [12:45, 12:50, 12:55]\n", + "...\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot up results\n", + "meas_raw[\"ghi\"].plot(label=\"PT5M, period_start\")\n", + "meas_resampled[\"ghi\"].plot(label=\"PT30M, period_end\")\n", + "plt.xlabel(\"timestamp\")\n", + "plt.ylabel(\"GHI [W/m^2]\")\n", + "plt.title(\"Resampling Timeseries\")\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Timezone Shifting Solcast Data\n", + "\n", + "Here we detect the timezone of the measurements, and shift the Solcast Data to match this: " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def detect_timezone_shift(ghi_to_be_shifted: pd.Series, target_ghi: pd.Series) -> float:\n", + " \"\"\"Computes the necessary timezone shift to best match the supplied ghi timeseries.\n", + " \n", + " Here we shift the timeseries by 15 min each time,\n", + " and pick the shift that gives the lowest error.\n", + " This works quite well because of the day/night signature\n", + " in the timeseries, so even a moderate amount of corrupt\n", + " data will generally not break this check.\n", + "\n", + " However, there are certaintly pathological corrupt measurements\n", + " that would cause this timezone shift detection to fail - use with caution!\n", + " \n", + " \"\"\"\n", + " src = ghi_to_be_shifted.copy()\n", + " errors = {}\n", + " for shift in np.arange(-13, 13.25, 0.25):\n", + " shifted = src.copy()\n", + " shifted.index = shifted.index + pd.Timedelta(hours=shift)\n", + " errors[shift] = (shifted - target_ghi).abs().mean()\n", + " errors = pd.Series(errors)\n", + " return errors.idxmin()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Detected timezone shift: -5.0 hours\n" + ] + }, + { + "data": { + "text/html": [ + "
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ghi_solcastghi_meas
period_end
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" + ], + "text/plain": [ + " ghi_solcast ghi_meas\n", + "period_end \n", + "2021-05-15 02:30:00 0 0.0\n", + "2021-05-15 03:00:00 0 0.0\n", + "2021-05-15 03:30:00 0 0.0\n", + "2021-05-15 04:00:00 0 0.0\n", + "2021-05-15 04:30:00 0 0.0" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tz = detect_timezone_shift(solcast[\"ghi\"], meas_resampled[\"ghi\"])\n", + "print(f\"Detected timezone shift: {tz} hours\")\n", + "\n", + "# create a combined Solcast + Measurements DataFrame\n", + "df = solcast.copy()\n", + "df.index = df.index + pd.Timedelta(hours=tz)\n", + "df = df.add_suffix(\"_solcast\").join(meas_resampled.add_suffix(\"_meas\"))\n", + "df = df.loc[meas_resampled.index]\n", + "\n", + "ax = df.plot(figsize=(9,4), title=\"Timezone shifted Irradiance\")\n", + "# plot \n", + "(\n", + " solcast[\"ghi\"]\n", + " .loc[slice(\n", + " df.index.min() - pd.Timedelta(hours=tz),\n", + " df.index.max() - pd.Timedelta(hours=tz)\n", + " )]\n", + " .plot(ax=ax, linestyle=\"dashed\", color=\"grey\", label=\"ghi_solcast[UTC]\")\n", + ")\n", + "plt.legend(loc=\"lower right\")\n", + "display(df.head())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/3.1 Comparing to Measurements - Timezone and Time Period alignment/index.html b/notebooks/3.1 Comparing to Measurements - Timezone and Time Period alignment/index.html new file mode 100644 index 0000000..47f93ae --- /dev/null +++ b/notebooks/3.1 Comparing to Measurements - Timezone and Time Period alignment/index.html @@ -0,0 +1,2801 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 3.1 Comparing to Measurements: Timezone and Time Period alignment - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/notebooks/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals.ipynb b/notebooks/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals.ipynb new file mode 100644 index 0000000..e3f4e9d --- /dev/null +++ b/notebooks/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals.ipynb @@ -0,0 +1,683 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this real-world example we are going to use Historic data from the Solcast API to perform quality assurance on some measurement data. The measurements data used in the exercise is a re-worked time-series sourced from the Fort Peck, Montana SURFRAD site.\n", + "\n", + "We will be using some external libraries for this task, in particular [Pvanalytics](https://pvanalytics.readthedocs.io/en/stable/), an industry standard when it comes to PV analytics, and [Plotly](https://plotly.com/python/), a common Python plotting library." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "import plotly.express as px\n", + "from plotly import graph_objects as go\n", + "from plotly.subplots import make_subplots\n", + "\n", + "from pvanalytics import quality\n", + "\n", + "from solcast import historic\n", + "from solcast.unmetered_locations import UNMETERED_LOCATIONS\n", + "\n", + "# leave commented out to get interactive html plots\n", + "# import plotly.io\n", + "# plotly.io.renderers.default = \"png\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fetch Data\n", + "\n", + "Here we have we have 15 minute measurements, labelled with period_end, at UTC-7.\n", + "\n", + "If you need to align the timezone and period of your measurement data, check out `3.1 Comparing to Measurements: Timezone and Time Period alignment.ipynb`" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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ghi
period_end
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clearsky_ghighizenith
period_end
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" + ], + "text/plain": [ + " clearsky_ghi ghi zenith\n", + "period_end \n", + "2021-06-03 00:15:00-07:00 0 0 110\n", + "2021-06-03 00:30:00-07:00 0 0 109\n", + "2021-06-03 00:45:00-07:00 0 0 109\n", + "2021-06-03 01:00:00-07:00 0 0 109\n", + "2021-06-03 01:15:00-07:00 0 0 108" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Use an unmetered location to avoid consuming API requests\n", + "site = UNMETERED_LOCATIONS[\"Fort Peck\"]\n", + "\n", + "resp = historic.radiation_and_weather(\n", + " latitude=site[\"latitude\"],\n", + " longitude=site[\"longitude\"],\n", + " output_parameters=[\"ghi\", \"clearsky_ghi\", \"zenith\"],\n", + " start=\"2021-06-03 00:00:00-07:00\",\n", + " end=\"2021-06-05 00:00:00-07:00\",\n", + " period=\"PT15M\",\n", + ")\n", + "solcast = resp.to_pandas()\n", + "# convert to UTC-7 to compare to measurements\n", + "solcast.index = solcast.index.tz_convert(\"-07:00:00\")\n", + "\n", + "solcast.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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clearsky_ghi_solcastghi_solcastzenith_solcastghi_meas
period_end
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" + ], + "text/plain": [ + " clearsky_ghi_solcast ghi_solcast zenith_solcast \\\n", + "period_end \n", + "2021-06-03 00:15:00-07:00 0 0 110 \n", + "2021-06-03 00:30:00-07:00 0 0 109 \n", + "2021-06-03 00:45:00-07:00 0 0 109 \n", + "2021-06-03 01:00:00-07:00 0 0 109 \n", + "2021-06-03 01:15:00-07:00 0 0 108 \n", + "\n", + " ghi_meas \n", + "period_end \n", + "2021-06-03 00:15:00-07:00 0.0 \n", + "2021-06-03 00:30:00-07:00 0.0 \n", + "2021-06-03 00:45:00-07:00 0.0 \n", + "2021-06-03 01:00:00-07:00 0.0 \n", + "2021-06-03 01:15:00-07:00 0.0 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = solcast.add_suffix(\"_solcast\").join(measurements.add_suffix(\"_meas\"))\n", + "df.plot()\n", + "display(df.head())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Missing and Stale data\n", + "A common issue with measurement data is to have an incomplete time series with missing or stale data. We can identify gaps and stale sequences in our data using pvanalytics [quality.gaps.stale_values_diff](https://pvanalytics.readthedocs.io/en/stable/generated/pvanalytics.quality.gaps.stale_values_diff.html). Once identified we can fill or replace their values with Solcast API\"s Historial actuals." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "missing = df[\"ghi_meas\"].isnull()\n", + "# only check sun-up periods for staleness (expecting zeros at nighttime!)\n", + "stale = quality.gaps.stale_values_diff(df[\"ghi_meas\"].where(df[\"zenith_solcast\"] < 88), mark=\"all\")\n", + "df[\"missing_or_stale\"] = missing | stale\n", + "\n", + "# make a quality-controlled GHI\n", + "df[\"ghi_QC\"] = df[\"ghi_meas\"].mask(df[\"missing_or_stale\"], df[\"ghi_solcast\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's plot the results. The dashed line represents where we filled missing measurement data with Solcast\"s Historical data." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_meas\"], name=\"ghi_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_QC\"], name=\"ghi_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Bar(\n", + " x=df.index,\n", + " y=df[\"missing_or_stale\"],\n", + " name=\"missing or stale\",\n", + " marker_line_width=1,\n", + " marker_color=\"green\",\n", + " marker_line_color=\"green\",\n", + " opacity=0.1\n", + " ),\n", + " secondary_y=True,\n", + ")\n", + "\n", + "fig.update_layout(autosize=False, width=700, height=350, title=\"Incomplete and Stale QC\")\n", + "fig.update_yaxes(title_text=\"GHI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Non-Physical Values\n", + "A common way to flag anomalous values is to check for values that exceed the clearsky values. We will use the [clearsky_limits](https://pvanalytics.readthedocs.io/en/stable/generated/pvanalytics.quality.irradiance.clearsky_limits.html#pvanalytics.quality.irradiance.clearsky_limits) function from `pvanalytics` with clearsky values from the Solcast API." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# check we do not exceed clearsky irradiance during the day\n", + "df[\"non_physical\"] = ~quality.irradiance.clearsky_limits(\n", + " df[\"ghi_QC\"], df[\"clearsky_ghi_solcast\"], csi_max=1.2\n", + ") & (df[\"zenith_solcast\"] <= 88)\n", + "\n", + "# cloud enhancement can temporarily exceed clearsky limits (especially on a 5min scale)\n", + "# so check that there is at least two contiguous timesteps\n", + "df[\"non_physical\"] = (\n", + " (df[\"non_physical\"] & df[\"non_physical\"].shift(1))\n", + " | (df[\"non_physical\"] & df[\"non_physical\"].shift(-1))\n", + ")\n", + "\n", + "# night time\n", + "df[\"non_physical\"] = df[\"non_physical\"] | (\n", + " (df[\"ghi_meas\"] > 0) & (df[\"clearsky_ghi_solcast\"] == 0) & (df[\"zenith_solcast\"] > 93)\n", + ")\n", + "\n", + "# replace non-physical data with Solcast GHI\n", + "df[\"ghi_QC\"] = df[\"ghi_QC\"].mask(df[\"non_physical\"], other=df[\"ghi_solcast\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's plot the results to see where we have flagged values" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create figure with secondary y-axis\n", + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"clearsky_ghi_solcast\"], name=\"clearsky_ghi\", marker=dict(color=\"pink\")),\n", + " secondary_y=False,\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_meas\"], name=\"ghi_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_QC\"], name=\"ghi_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Bar(\n", + " x=df.index,\n", + " y=df[\"non_physical\"],\n", + " name=\"non-physical\",\n", + " marker_line_width=1,\n", + " opacity=0.3,\n", + " marker_color=\"green\",\n", + " marker_line_color=\"green\"\n", + " ),\n", + " secondary_y=True,\n", + ")\n", + "\n", + "fig.update_layout(\n", + " title_text=\"Non-Physical values QC\", autosize=False, width=700, height=350\n", + ")\n", + "fig.update_yaxes(title_text=\"GHI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Manual Flagging\n", + "\n", + "There are unlimited ways for measurement data to be wrong - and no automated check can get all of them. Some times, data needs to be manually flagged - or you may have flags coming from other systems that you want to apply." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Here we have some corrupt measurement data, for example due to dodgy pyranometer averaging.\n", + "df[\"manual_bad_flag\"] = False\n", + "df.loc[slice(\"2021-06-03 07:15\", \"2021-06-03 09:00\"), \"manual_bad_flag\"] = True\n", + "\n", + "# replace manually with Solcast GHI\n", + "df[\"ghi_QC\"] = df[\"ghi_QC\"].mask(df[\"manual_bad_flag\"], other=df[\"ghi_solcast\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plotting up the results:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create figure with secondary y-axis\n", + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_meas\"], name=\"ghi_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_QC\"], name=\"ghi_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Bar(\n", + " x=df.index,\n", + " y=df[\"manual_bad_flag\"],\n", + " name=\"manually flagged\",\n", + " marker_line_width=1,\n", + " opacity=0.3,\n", + " marker_color=\"green\",\n", + " marker_line_color=\"green\"\n", + " ),\n", + " secondary_y=True,\n", + ")\n", + "\n", + "fig.update_layout(\n", + " title_text=\"Manual QC\", autosize=False, width=700, height=350\n", + ")\n", + "fig.update_yaxes(title_text=\"GHI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overall Visualisation" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create figure with secondary y-axis\n", + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_meas\"], name=\"ghi_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"ghi_QC\"], name=\"ghi_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "for qc_col, color in [\n", + " (\"manual_bad_flag\", \"orange\"),\n", + " (\"non_physical\", \"red\"),\n", + " (\"missing_or_stale\", \"blue\"),\n", + "]:\n", + " fig.add_trace(\n", + " go.Bar(\n", + " x=df.index,\n", + " y=df[qc_col],\n", + " name=qc_col,\n", + " marker_line_width=1,\n", + " opacity=0.3,\n", + " marker_color=color,\n", + " marker_line_color=color,\n", + " ),\n", + " secondary_y=True,\n", + " )\n", + "\n", + "fig.update_layout(\n", + " title_text=\"Overall QC\", autosize=False, width=700, height=350\n", + ")\n", + "fig.update_yaxes(title_text=\"GHI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/index.html b/notebooks/3.2 Comparing to Measurements [GHI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/index.html new 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3.2 Comparing to Measurements [GHI]: Quality Controlling and Gap Filling Measurements with Solcast Actuals

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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/notebooks/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals.ipynb b/notebooks/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals.ipynb new file mode 100644 index 0000000..c449c16 --- /dev/null +++ b/notebooks/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals.ipynb @@ -0,0 +1,764 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this real-world example we are going to use Historic data from the Solcast API to perform quality assurance on some measurement data of GTI - Global Tilted Irradiance, also known as POA (Plane Of Array Irradiance).\n", + "\n", + "The measurements data used in the exercise is a re-worked time-series sourced from the Goodwin Creek, Mississippi SURFRAD site.\n", + "\n", + "We will be using some external libraries for this task, in particular [Pvanalytics](https://pvanalytics.readthedocs.io/en/stable/), an industry standard when it comes to PV analytics, and [Plotly](https://plotly.com/python/), a common Python plotting library." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# ! pip install plotly pvanalytics" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "import plotly.express as px\n", + "from plotly import graph_objects as go\n", + "from plotly.subplots import make_subplots\n", + "\n", + "from pvanalytics import quality\n", + "\n", + "from solcast import historic\n", + "from solcast.unmetered_locations import UNMETERED_LOCATIONS\n", + "\n", + "# leave commented out to get interactive html plots\n", + "# import plotly.io\n", + "# plotly.io.renderers.default = \"png\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fetch Data\n", + "\n", + "Here we have we have 15 minute measurements, labelled with period_end, at UTC-5.\n", + "\n", + "If you need to align the timezone and period of your measurement data, check out `3.1 Comparing to Measurements: Timezone and Time Period alignment.ipynb`.\n", + "\n", + "For this timeseries, the panel is oriented due east, with an tilt of 40 degrees from the horizontal" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "ARRAY_AZIMUTH = -90 # East, Solcast convention\n", + "ARRAY_TILT = 40\n", + "ARRAY_TYPE = \"fixed\"" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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gti
period_end
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gticlearsky_gticlearsky_ghizenith
period_end
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" + ], + "text/plain": [ + " gti clearsky_gti clearsky_ghi zenith\n", + "period_end \n", + "2021-06-21 00:15:00-05:00 0 0 0 121\n", + "2021-06-21 00:30:00-05:00 0 0 0 122\n", + "2021-06-21 00:45:00-05:00 0 0 0 122\n", + "2021-06-21 01:00:00-05:00 0 0 0 122\n", + "2021-06-21 01:15:00-05:00 0 0 0 122" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Use an unmetered location to avoid consuming API requests\n", + "site = UNMETERED_LOCATIONS[\"Goodwin Creek\"]\n", + "\n", + "\n", + "resp = historic.radiation_and_weather(\n", + " latitude=site[\"latitude\"],\n", + " longitude=site[\"longitude\"],\n", + " output_parameters=[\"gti\", \"clearsky_gti\", \"clearsky_ghi\", \"zenith\"],\n", + " start=\"2021-06-21 00:00:00-05:00\",\n", + " end=\"2021-06-23 00:00:00-05:00\",\n", + " period=\"PT15M\",\n", + " tilt=ARRAY_TILT,\n", + " azimuth=ARRAY_AZIMUTH,\n", + " array_type=ARRAY_TYPE,\n", + ")\n", + "solcast = resp.to_pandas()\n", + "# convert to UTC-7 to compare to measurements\n", + "solcast.index = solcast.index.tz_convert(\"-05:00:00\") \n", + "\n", + "solcast.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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gti_solcastclearsky_gti_solcastclearsky_ghi_solcastzenith_solcastgti_meas
period_end
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" + ], + "text/plain": [ + " gti_solcast clearsky_gti_solcast \\\n", + "period_end \n", + "2021-06-21 00:15:00-05:00 0 0 \n", + "2021-06-21 00:30:00-05:00 0 0 \n", + "2021-06-21 00:45:00-05:00 0 0 \n", + "2021-06-21 01:00:00-05:00 0 0 \n", + "2021-06-21 01:15:00-05:00 0 0 \n", + "\n", + " clearsky_ghi_solcast zenith_solcast gti_meas \n", + "period_end \n", + "2021-06-21 00:15:00-05:00 0 121 0.0 \n", + "2021-06-21 00:30:00-05:00 0 122 0.0 \n", + "2021-06-21 00:45:00-05:00 0 122 0.0 \n", + "2021-06-21 01:00:00-05:00 0 122 0.0 \n", + "2021-06-21 01:15:00-05:00 0 122 0.0 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = solcast.add_suffix(\"_solcast\").join(measurements.add_suffix(\"_meas\"))\n", + "display(df.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create figure with secondary y-axis\n", + "fig = make_subplots()\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"clearsky_ghi_solcast\"], name=\"clearsky_ghi\", marker=dict(color=\"pink\"), line=dict(dash=\"dot\")),\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"clearsky_gti_solcast\"], name=\"clearsky_gti\", marker=dict(color=\"pink\")),\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_meas\"], name=\"gti_meas\", marker=dict(color=\"grey\")),\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_solcast\"], name=\"gti_solcast\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + ")\n", + "\n", + "\n", + "fig.update_layout(\n", + " title_text=\"Measurement and Solcast GTI timeseries\", autosize=False, width=700, height=350,\n", + " margin=dict(t=50, b=50, l=50, r=50),\n", + ")\n", + "fig.update_yaxes(title_text=\"GTI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Missing and Stale data\n", + "A common issue with measurement data is to have an incomplete time series with missing or stale data. We can identify gaps and stale sequences in our data using pvanalytics [quality.gaps.stale_values_diff](https://pvanalytics.readthedocs.io/en/stable/generated/pvanalytics.quality.gaps.stale_values_diff.html). Once identified we can fill or replace their values with Solcast API\"s Historial actuals." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "missing = df[\"gti_meas\"].isnull()\n", + "# only check sun-up periods for staleness (expecting zeros at nighttime!)\n", + "stale = quality.gaps.stale_values_diff(df[\"gti_meas\"].where(df[\"zenith_solcast\"] < 88), window=3, mark=\"all\")\n", + "df[\"missing_or_stale\"] = missing | stale\n", + "\n", + "# make a quality-controlled GTI\n", + "df[\"gti_QC\"] = df[\"gti_meas\"].mask(df[\"missing_or_stale\"], df[\"gti_solcast\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's plot the results. The dashed line represents where we filled missing measurement data with Solcast\"s Historical data." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_meas\"], name=\"gti_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_QC\"], name=\"gti_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Bar(\n", + " x=df.index, \n", + " y=df[\"missing_or_stale\"], \n", + " name=\"missing or stale\", \n", + " marker_line_width=1, \n", + " marker_color=\"green\",\n", + " marker_line_color=\"green\",\n", + " opacity=0.1\n", + " ),\n", + " secondary_y=True,\n", + ")\n", + "\n", + "fig.update_layout(\n", + " autosize=False, width=700, height=350, title=\"Incomplete and Stale QC\",\n", + " margin=dict(t=50, b=50, l=50, r=50),\n", + ")\n", + "fig.update_yaxes(title_text=\"GTI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Non-Physical Values\n", + "A common way to flag anomalous values is to check for values that exceed the clearsky values. We will use the [clearsky_limits](https://pvanalytics.readthedocs.io/en/stable/generated/pvanalytics.quality.irradiance.clearsky_limits.html#pvanalytics.quality.irradiance.clearsky_limits) function from `pvanalytics` with clearsky values from the Solcast API." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# check we do not exceed clearsky irradiance during the day \n", + "df[\"non_physical\"] = ~quality.irradiance.clearsky_limits(\n", + " df[\"gti_QC\"], df[\"clearsky_gti_solcast\"], csi_max=1.2\n", + ") & (df[\"zenith_solcast\"] <= 88)\n", + "\n", + "# cloud enhancement can temporarily exceed clearsky limits (especially on a 5min scale)\n", + "# so check that there is at least two contiguous timesteps\n", + "df[\"non_physical\"] = ( \n", + " (df[\"non_physical\"] & df[\"non_physical\"].shift(1))\n", + " | (df[\"non_physical\"] & df[\"non_physical\"].shift(-1))\n", + ")\n", + "\n", + "# night time\n", + "df[\"non_physical\"] = df[\"non_physical\"] | (\n", + " (df[\"gti_meas\"] > 0) & (df[\"clearsky_gti_solcast\"] == 0) & (df[\"zenith_solcast\"] > 93)\n", + ")\n", + "\n", + "# replace non-physical data with Solcast GTI\n", + "df[\"gti_QC\"] = df[\"gti_QC\"].mask(df[\"non_physical\"], other=df[\"gti_solcast\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's plot the results to see where we have flagged values" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create figure with secondary y-axis\n", + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"clearsky_ghi_solcast\"], name=\"clearsky_ghi\", marker=dict(color=\"pink\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"clearsky_gti_solcast\"], name=\"clearsky_gti\", marker=dict(color=\"pink\")),\n", + " secondary_y=False,\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_meas\"], name=\"gti_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_QC\"], name=\"gti_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Bar(\n", + " x=df.index, \n", + " y=df[\"non_physical\"], \n", + " name=\"non-physical\", \n", + " marker_line_width=1, \n", + " opacity=0.3, \n", + " marker_color=\"green\",\n", + " marker_line_color=\"green\"\n", + " ),\n", + " secondary_y=True,\n", + ")\n", + "\n", + "fig.update_layout(\n", + " title_text=\"Non-Physical values QC\", autosize=False, width=700, height=350,\n", + " margin=dict(t=50, b=50, l=50, r=50),\n", + ")\n", + "fig.update_yaxes(title_text=\"GTI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Manual Flagging\n", + "\n", + "There are unlimited ways for measurement data to be wrong - and no automated check can get all of them. Some times, data needs to be manually flagged - or you may have flags coming from other systems that you want to apply." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# Here we have some corrupt measurement data, for example due to dodgy pyranometer averaging.\n", + "df[\"manual_bad_flag\"] = False\n", + "df.loc[slice(\"2021-06-22 07:15\", \"2021-06-22 09:00\"), \"manual_bad_flag\"] = True\n", + "\n", + "# replace manually with Solcast GTI\n", + "df[\"gti_QC\"] = df[\"gti_QC\"].mask(df[\"manual_bad_flag\"], other=df[\"gti_solcast\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plotting up the results:" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create figure with secondary y-axis\n", + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_meas\"], name=\"gti_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_QC\"], name=\"gti_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Bar(\n", + " x=df.index, \n", + " y=df[\"manual_bad_flag\"], \n", + " name=\"manually flagged\", \n", + " marker_line_width=1, \n", + " opacity=0.3, \n", + " marker_color=\"green\",\n", + " marker_line_color=\"green\"\n", + " ),\n", + " secondary_y=True,\n", + ")\n", + "\n", + "fig.update_layout(\n", + " title_text=\"Manual QC\", autosize=False, width=700, height=350,\n", + " margin=dict(t=50, b=50, l=50, r=50),\n", + ")\n", + "fig.update_yaxes(title_text=\"GTI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overall Visualisation" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Create figure with secondary y-axis\n", + "fig = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "\n", + "# Add traces\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_meas\"], name=\"gti_meas\", marker=dict(color=\"grey\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "fig.add_trace(\n", + " go.Scatter(x=df.index, y=df[\"gti_QC\"], name=\"gti_QC\", marker=dict(color=\"grey\"), line=dict(dash=\"dot\")),\n", + " secondary_y=False,\n", + ")\n", + "\n", + "for qc_col, color in [\n", + " (\"manual_bad_flag\", \"orange\"),\n", + " (\"non_physical\", \"red\"),\n", + " (\"missing_or_stale\", \"blue\"),\n", + "]:\n", + " fig.add_trace(\n", + " go.Bar(\n", + " x=df.index, \n", + " y=df[qc_col], \n", + " name=qc_col, \n", + " marker_line_width=1, \n", + " opacity=0.3, \n", + " marker_color=color,\n", + " marker_line_color=color,\n", + " ),\n", + " secondary_y=True,\n", + " )\n", + "\n", + "fig.update_layout(\n", + " title_text=\"Overall QC\", autosize=False, width=700, height=350,\n", + " margin=dict(t=50, b=50, l=50, r=50),\n", + ")\n", + "fig.update_yaxes(title_text=\"GTI\", secondary_y=False)\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/index.html b/notebooks/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/index.html new file mode 100644 index 0000000..34361cc --- /dev/null +++ b/notebooks/3.2b Comparing to Measurements [GTI] - Quality Controlling and Gap Filling Measurements with Solcast Actuals/index.html @@ -0,0 +1,3396 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 3.2b Comparing to Measurements [GTI]: Quality Controlling and Gap Filling Measurements with Solcast Actuals - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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3.2b Comparing to Measurements [GTI]: Quality Controlling and Gap Filling Measurements with Solcast Actuals

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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/notebooks/3.3 Comparing to Measurements - Accuracy Metrics/3.3 Comparing to Measurements - Accuracy Metrics.ipynb b/notebooks/3.3 Comparing to Measurements - Accuracy Metrics/3.3 Comparing to Measurements - Accuracy Metrics.ipynb new file mode 100644 index 0000000..be557d4 --- /dev/null +++ b/notebooks/3.3 Comparing to Measurements - Accuracy Metrics/3.3 Comparing to Measurements - Accuracy Metrics.ipynb @@ -0,0 +1,707 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we compare Solcast Estimated Actuals and Solcast +1h Forecasts to an irradiance measurement timeseries." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "from solcast import historic\n", + "from solcast.unmetered_locations import UNMETERED_LOCATIONS" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load Data\n", + "\n", + "Here, we assume that all the measurement timezone, time-period, and quality control work has already been done, so we can get straight to the accuracy assessment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [ + "# Use an unmetered location to avoid consuming API requests\n", + "site = UNMETERED_LOCATIONS[\"Goodwin Creek\"]" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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2023-07-10 01:00:00-05:000
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "combined = (\n", + " meas.add_suffix(\"_meas\")\n", + " .join(actuals.add_suffix(\"_actuals\"))\n", + " .join(forecast_1h.add_suffix(\"_forecast+1h\"))\n", + ")\n", + "# match timesteps\n", + "combined = combined.dropna(how=\"any\") \n", + "# drop nighttime\n", + "combined = combined.query(\"ghi_actuals > 0\")\n", + "\n", + "combined.reindex(\n", + " # fill in missing timesteps with NaN for clearer plotting\n", + " pd.date_range(combined.index.min(), combined.index.max(), freq=\"30T\", name=\"period_end\")\n", + ").plot(title=\"Timeseries ready for accuracy comparison\")\n", + "\n", + "combined.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calculating Overall Metrics\n", + "\n", + "Here we calculate common metrics for irradiance timeseries data:\n", + "\n", + "- nMBE (a.k.a bias%, normalised bias)\n", + "- nMAE (a.k.a. mae%, MAPE, nMAD, normalised mean absolute error)\n", + "- nRMSE (a.k.a. rmse%, normalised root mean squared error)\n", + "- pearson correlation coefficient\n", + "\n", + "For irradiance, it is common to use the mean observation as the normalising factor. Note that for power measurements, it is more common to use the nameplate system capacity as the normalising factor.\n", + "\n", + "-------------------\n", + "\n", + "Note that it is industry practice to **not** scale by the observation on each timestep. This is because you would divide by small value near dawn and dusk, with high relative error but very low actual error, for example:\n", + "\n", + "- here the forecast error is totally neglibile in the first row, but the relative error makes it look enormous, whereas the error in the second row is actually more impactful for most applications\n", + "\n", + "```\n", + "measurement | forecast | absolute error | relative error ( do not use! ) |\n", + " 2 W/m^2 | 5 W/m^2 | 3 W/m^2 | 250% |\n", + " 250 W/m^2 | 260 W/m^2 | 10 W/m^2 | 4% |\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_error(df, meas_col, normalising_factor=None):\n", + " if not df.notnull().all().all():\n", + " raise ValueError(\"null\")\n", + "\n", + " if normalising_factor is None:\n", + " normalising_factor = df[meas_col].mean()\n", + " error = []\n", + " for col in df.columns:\n", + " if col == meas_col:\n", + " continue\n", + " obs = df[meas_col]\n", + " fcs = df[col]\n", + " error.append(\n", + " {\n", + " \"nMBE [%]\": (fcs - obs).mean() / normalising_factor * 100,\n", + " \"nMAE [%]\": (fcs - obs).abs().mean() / normalising_factor * 100,\n", + " \"nRMSE [%]\": ((fcs - obs)**2).mean() ** 0.5 / normalising_factor * 100,\n", + " \"correlation\": np.corrcoef(fcs.values, obs.values)[0][1],\n", + " \"source\": col,\n", + " }\n", + " )\n", + " error = pd.DataFrame.from_records(error).set_index(\"source\")\n", + " return error\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " nMBE [%] nMAE [%] nRMSE [%] correlation\n", + "source \n", + "ghi_actuals 2.65 10.59 15.43 0.98\n", + "ghi_forecast+1h 1.73 17.48 25.56 0.93" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(\n", + " calculate_error(combined, meas_col=\"ghi_meas\")\n", + " .round(2)\n", + ")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Daily kWh metrics\n", + "\n", + "Here we calculate daily stats by first converting to daily kWh" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# convert PT30M W/m^2 to kWh\n", + "period_minutes = 30\n", + "kwh = combined * (period_minutes / 60) / 1000 \n", + "kwh_daily = kwh.groupby(combined.index.date).sum()\n", + "kwh_daily.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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nMBE [%]nMAE [%]nRMSE [%]correlation
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ghi_forecast+1h1.734.476.020.96
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" + ], + "text/plain": [ + " nMBE [%] nMAE [%] nRMSE [%] correlation\n", + "source \n", + "ghi_actuals 2.65 3.41 4.29 0.99\n", + "ghi_forecast+1h 1.73 4.47 6.02 0.96" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(\n", + " calculate_error(kwh_daily, meas_col=\"ghi_meas\")\n", + " .round(2)\n", + ")\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/3.3 Comparing to Measurements - Accuracy Metrics/index.html b/notebooks/3.3 Comparing to Measurements - Accuracy Metrics/index.html new file mode 100644 index 0000000..406f933 --- /dev/null +++ b/notebooks/3.3 Comparing to Measurements - Accuracy Metrics/index.html @@ -0,0 +1,3016 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 3.3 Comparing to Measurements: Accuracy Metrics - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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3.3 Comparing to Measurements: Accuracy Metrics

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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/notebooks/3.4 Rooftop PV Tuning/3.4 Rooftop PV Tuning.ipynb b/notebooks/3.4 Rooftop PV Tuning/3.4 Rooftop PV Tuning.ipynb new file mode 100644 index 0000000..89b174d --- /dev/null +++ b/notebooks/3.4 Rooftop PV Tuning/3.4 Rooftop PV Tuning.ipynb @@ -0,0 +1,1225 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "799593ab-0e18-4e00-877f-eba51e7233ae", + "metadata": {}, + "source": [ + "### Introduction" + ] + }, + { + "cell_type": "markdown", + "id": "f4d63258-8fcc-46df-8961-b095edcfa026", + "metadata": {}, + "source": [ + "Tuning of a rooftop PV power site by using measurement data provided by the user to find the best estimates for capacity, azimuth, and tilt for the site. \n", + "\n", + "Requires power measurements in kW, and the latitude and longitude of the site. Optionally takes a user estimate for azimuth and tilt, but these should only be filled if the user has a high level of confidence in the value(s).\n", + "\n", + "If power mesurements cover both summer and winter, parameter estimates will be more accurate. Data does not have to be continuous, the example given has data for January and July only.\n", + "\n", + "This example also provides accuracy analysis throughout." + ] + }, + { + "cell_type": "markdown", + "id": "6d1a4a6c-7689-47e1-975c-92acc3508a61", + "metadata": {}, + "source": [ + "### 0: Imports and functions" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "024c0369-e901-48ad-bb52-163002f3514c", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import os\n", + "import pandas as pd\n", + "import plotly.express as px\n", + "import plotly.graph_objects as go\n", + "from scipy.optimize import minimize\n", + "from typing import Optional\n", + "import concurrent.futures\n", + "\n", + "import solcast\n", + "\n", + "# leave commented out to get interactive html plots\n", + "import plotly.io\n", + "\n", + "plotly.io.renderers.default = \"png\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "684c6c92-a601-4978-b329-54d60bf3ba37", + "metadata": {}, + "outputs": [], + "source": [ + "def get_rooftop_data(\n", + " latitude: float,\n", + " longitude: float,\n", + " params: dict,\n", + " months: list,\n", + " period: str,\n", + " api_key: str,\n", + ") -> pd.DataFrame:\n", + " \"\"\"Runs multiple api calls for rooftop pv power with chunks of time\n", + " as solcast.historic can only take 31 days at a time. Returns a\n", + " concatenated df of the results\"\"\"\n", + " futures = []\n", + " with concurrent.futures.ThreadPoolExecutor(max_workers=2) as pool:\n", + " for start, end in months:\n", + " f = pool.submit(\n", + " solcast.historic.rooftop_pv_power,\n", + " latitude=latitude,\n", + " longitude=longitude,\n", + " **params,\n", + " start=start,\n", + " end=end,\n", + " period=period,\n", + " api_key=api_key,\n", + " )\n", + " futures.append(f)\n", + " df = []\n", + " for f in futures:\n", + " res = f.result()\n", + " if res.success:\n", + " df.append(res.to_pandas())\n", + " else:\n", + " # NOTE for production purposes you will need to deal with API failures, e.g. due rate-limiting!\n", + " pass\n", + "\n", + " df = pd.concat(df)\n", + " return df\n", + "\n", + "\n", + "def get_season(month: pd.Index) -> str:\n", + " \"\"\"Classifies months as summer and winter used in plotting visuals\"\"\"\n", + " if month in [10, 11, 12, 1, 2, 3]:\n", + " return \"summer\"\n", + " elif month in [4, 5, 6, 7, 8, 9]:\n", + " return \"winter\"\n", + " else:\n", + " raise ValueError(\"Measurement data index cannot be categorised into months\")\n", + "\n", + "\n", + "def generate_monthly_chunks(df_index: pd.DatetimeIndex) -> list:\n", + " \"\"\"Takes the index of the measurement data to get a start and end date for each chunk\n", + " of time, as the solcast.historic function can only take 31 days per call. Returns\n", + " (start,end) for each month.\"\"\"\n", + " chunks = []\n", + " df_index = pd.to_datetime(df_index)\n", + " unique_months = sorted(set(df_index.to_period(\"M\")))\n", + "\n", + " for period in unique_months:\n", + " month_start = period.start_time\n", + " month_end = period.end_time\n", + "\n", + " # Filter the DataFrame index to get only the dates within this month\n", + " month_data = df_index[(df_index >= month_start) & (df_index <= month_end)]\n", + "\n", + " if not month_data.empty:\n", + " start_date = month_data.min().strftime(\"%Y-%m-%d\")\n", + " end_date = (month_data.max() + pd.Timedelta(\"24h\")).strftime(\"%Y-%m-%d\")\n", + " chunks.append((start_date, end_date))\n", + "\n", + " return chunks\n", + "\n", + "\n", + "def get_solcast_untuned(\n", + " latitude: float,\n", + " longitude: float,\n", + " site_parameter_estimates: dict,\n", + " months: list,\n", + " api_key: str,\n", + "):\n", + " pre_tuned = get_rooftop_data(\n", + " latitude, longitude, site_parameter_estimates, months, PERIOD, api_key\n", + " ).tz_convert(None)\n", + " pre_tuned.columns = [\"solcast_pretuned_estimate\"]\n", + " return pre_tuned\n", + "\n", + "\n", + "def grid_search_parameter_estimate(\n", + " latitude: float,\n", + " longitude: float,\n", + " site_parameter_estimates: dict,\n", + " meas: pd.DataFrame,\n", + " months: list,\n", + " param: str,\n", + " period: str,\n", + " api_key: str,\n", + " best_guess: list,\n", + " display_results: Optional[bool] = None,\n", + "):\n", + " \"\"\"Pass in the existing metadata, measurement data and the parameter you want to estimate alongside a best guess.\n", + " Searches for the best capacity with each parameter estimate, and optionally displays the MAE results for each parameter combo.\n", + " First output is the best estimate for the parameter, second ouput is the estimated capacity for estimated capacity.\n", + " \"\"\"\n", + "\n", + " if display_results is None:\n", + " display_results = False\n", + "\n", + " if not isinstance(best_guess, list):\n", + " best_guess = [best_guess]\n", + "\n", + " allowed_parameters = [\"azimuth\", \"tilt\"]\n", + " if not param in allowed_parameters:\n", + " raise KeyError(\n", + " f\"Supplied parameter is not valid. Parameter must be one of the following {allowed_parameters}.\"\n", + " )\n", + "\n", + " error_results = []\n", + " param_combo = []\n", + " site_copy = site_parameter_estimates.copy()\n", + "\n", + " for estimate in best_guess:\n", + " site_copy[param] = estimate\n", + " est = get_rooftop_data(\n", + " latitude, longitude, site_copy, months, period, api_key\n", + " ).tz_convert(None)\n", + "\n", + " # for each estimate, find the best capacity pairing.\n", + " res = minimize(\n", + " minimize_me,\n", + " site_parameter_estimates[\"capacity\"],\n", + " args=(\n", + " est[\"pv_power_rooftop\"].loc[meas.index].values,\n", + " meas[PV_POWER_COLUMN].values,\n", + " ),\n", + " )\n", + " capacity_est = np.round(res.x[0] * site_parameter_estimates[\"capacity\"], 0)\n", + " error = res.fun\n", + " param_combo.append((estimate, capacity_est))\n", + " error_results.append({\"capacity\": capacity_est, \"mae%\": 100 * error})\n", + " results_df = pd.DataFrame.from_records(error_results, index=best_guess)\n", + " results_df.index.name = param\n", + " results_df = results_df.sort_values(by=\"mae%\")\n", + " if display_results:\n", + " display(results_df.round(1))\n", + "\n", + " # take the lowest error result from the capacity and parameter pairing\n", + " est_param = results_df[\"mae%\"].idxmin()\n", + " est_capacity = results_df.loc[est_param, \"capacity\"]\n", + "\n", + " return est_param, est_capacity\n", + "\n", + "\n", + "def calculate_stats(\n", + " meas: pd.DataFrame,\n", + " est: pd.DataFrame,\n", + " df: bool,\n", + "):\n", + " \"\"\"Calculates the accuracy statistics for given measurements and data.\n", + " If df is True, returns a dataframe.\"\"\"\n", + "\n", + " meas = meas.squeeze().dropna()\n", + " meas = meas.reindex(est.index)\n", + " est = est.squeeze()\n", + " obs_mean = meas.mean()\n", + " diff = est - meas\n", + "\n", + " stats = {\n", + " \"obs_mean\": obs_mean,\n", + " \"est_mean\": est.mean(),\n", + " \"bias%\": diff.mean() / obs_mean * 100,\n", + " \"mae%\": diff.abs().mean() / obs_mean * 100,\n", + " \"rmse%\": np.sqrt(np.mean(diff**2)) / obs_mean * 100,\n", + " \"r\": pd.concat([est, meas], axis=1).corr().iloc[0].iloc[1],\n", + " \"stddev\": np.sqrt(np.mean(np.square(diff - np.mean(diff)))),\n", + " }\n", + "\n", + " if df:\n", + " stats = pd.DataFrame.from_records([stats]).round(2)\n", + " return stats\n", + "\n", + "\n", + "def display_evaluation_plots(\n", + " meas: pd.DataFrame, est: pd.DataFrame, untuned: Optional[pd.DataFrame] = None\n", + "):\n", + "\n", + " meas = meas.drop(\"season\", axis=1)\n", + " meas = meas.reindex(est.index)\n", + " est = est.squeeze()\n", + " meas = meas.squeeze()\n", + " if not (untuned is None):\n", + " untuned = untuned.squeeze()\n", + "\n", + " # Plot 1: Timeseries\n", + " combined_df = pd.concat((meas, est), axis=1)\n", + " combined_df.columns = [\"meas\", \"solcast estimate\"]\n", + " if not (untuned is None):\n", + " combined_df[\"untuned\"] = untuned\n", + "\n", + " combined_df[\"season\"] = combined_df.index.month.map(get_season)\n", + " timeseries_fig = px.line(\n", + " combined_df,\n", + " title=\"Measurement vs Estimate Timeseries\",\n", + " facet_row=\"season\",\n", + " height=1000,\n", + " width=1200,\n", + " )\n", + " timeseries_fig.update_xaxes(matches=None)\n", + " timeseries_fig.update_yaxes(title_text=\"kW\")\n", + " timeseries_fig.update_layout(xaxis2=dict(showticklabels=True))\n", + "\n", + " # Plot 2: X-Y Plot\n", + " xy_fig = go.Figure(layout=dict(height=700, width=700))\n", + "\n", + " # add measurement vs estimate data\n", + " xy_fig.add_trace(\n", + " go.Scatter(\n", + " x=meas,\n", + " y=est,\n", + " name=\"Estimate\",\n", + " mode=\"markers\",\n", + " marker=dict(color=\"red\"),\n", + " )\n", + " )\n", + " if not (untuned is None):\n", + " # add measurement vs untuned estimate data\n", + " xy_fig.add_trace(\n", + " go.Scatter(\n", + " x=meas,\n", + " y=untuned,\n", + " name=\"Untuned\",\n", + " mode=\"markers\",\n", + " marker=dict(color=\"blue\"),\n", + " )\n", + " )\n", + "\n", + " # add x-y line\n", + " xy_fig.add_shape(\n", + " type=\"line\",\n", + " x0=0,\n", + " y0=0,\n", + " x1=np.max([meas.max(), est.max()]),\n", + " y1=np.max([meas.max(), est.max()]),\n", + " line=dict(color=\"black\", width=1.5),\n", + " )\n", + "\n", + " xy_fig.update_xaxes(title_text=\"Measured Generation (kW)\")\n", + " xy_fig.update_yaxes(title_text=\"Estimate (kW)\")\n", + "\n", + " # Table 1: Statistics\n", + " stats_table = calculate_stats(meas, est, df=True)\n", + "\n", + " if not (untuned is None):\n", + " stats_table_untuned = calculate_stats(meas, untuned, df=True)\n", + "\n", + " display(timeseries_fig)\n", + " display(xy_fig)\n", + " if not (untuned is None):\n", + " print(\"Untuned Statistics\")\n", + " display(stats_table_untuned)\n", + " print(\"Estimated Statistics\")\n", + " display(stats_table)\n", + "\n", + " return\n", + "\n", + "\n", + "def minimize_me(x, est, obs):\n", + " \"\"\"Calculates the MAE for given scenario to be used in scipy.optimize.minimize() for grid_search_parameter_estimate()\"\"\"\n", + " error = np.mean(np.abs(est * x[0] - obs))\n", + " return error" + ] + }, + { + "cell_type": "markdown", + "id": "b881add6-c456-4955-96ea-3104af0a22a0", + "metadata": {}, + "source": [ + "## 1a: Input user Data\n", + "\n", + "Replace the variables in the following cell with your own values" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "75645595-d512-4105-9bbd-8b79afd98a6b", + "metadata": {}, + "outputs": [], + "source": [ + "API_KEY = os.environ[\"API_KEY\"]\n", + "measurement_data = pd.read_csv(\n", + " \"https://solcast.github.io/solcast-api-python-sdk/notebooks/data/3.4_sample_measurements.csv\",\n", + " index_col=[0],\n", + " parse_dates=True,\n", + ") # Make sure this is in kW\n", + "PV_POWER_COLUMN = (\n", + " \"pv_power_rooftop\" # Set this to the name of the power column in measurement_data\n", + ")\n", + "LONGITUDE = 151.215297\n", + "LATITUDE = -33.856784\n", + "PERIOD = \"PT60M\"\n", + "\n", + "# Set this to true if User data is in local timezone and not UTC\n", + "LOCAL_TIMEZONE = False\n", + "\n", + "# Optional inputs. Only supply these if you have a high level of confidence they are close to the true value.\n", + "USER_INPUT_AZI = None\n", + "USER_INPUT_TILT = None\n", + "\n", + "# Save output to csv?\n", + "SAVE_TO_CSV = False" + ] + }, + { + "cell_type": "markdown", + "id": "80cbe4b0-f1f8-4658-a0c1-3f2b3440b0a5", + "metadata": {}, + "source": [ + "### 1b: Visualise User Data with a Pre-tuned Estimate" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "49013e09-3cf3-4d1a-b372-dc4af2cea468", + "metadata": {}, + "outputs": [], + "source": [ + "# setup estimates\n", + "site_parameter_estimates = {}\n", + "if USER_INPUT_AZI is not None:\n", + " site_parameter_estimates[\"azimuth\"] = USER_INPUT_AZI\n", + "if USER_INPUT_TILT is not None:\n", + " site_parameter_estimates[\"tilt\"] = USER_INPUT_TILT" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2c59ba38-e975-441b-85c6-e15b5a92eef0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We estimate your UTC offset is 0 days 10:00:00 . You can update this if incorrect.\n" + ] + } + ], + "source": [ + "# align to UTC if required\n", + "utc_offset = LONGITUDE // 15\n", + "utc_offset = pd.Timedelta(f\"{utc_offset}h\")\n", + "if LOCAL_TIMEZONE:\n", + " measurement_data.index = measurement_data.index - utc_offset\n", + "print(\n", + " \"We estimate your UTC offset is \", utc_offset, \". You can update this if incorrect.\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "40d1a097-8aee-4617-bb05-ec9818fd735b", + "metadata": {}, + "outputs": [], + "source": [ + "# separate data into seasons\n", + "measurement_data[\"season\"] = measurement_data.index.month.map(get_season)\n", + "number_of_seasons = measurement_data[\"season\"].nunique()\n", + "months = generate_monthly_chunks(measurement_data.index)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "00e6e650-5753-43c6-a908-780314d9996e", + "metadata": {}, + "outputs": [], + "source": [ + "# required for all grid searches\n", + "KWARGS = {\n", + " \"latitude\": LATITUDE,\n", + " \"longitude\": LONGITUDE,\n", + " \"meas\": measurement_data,\n", + " \"months\": months,\n", + " \"site_parameter_estimates\": site_parameter_estimates,\n", + " \"period\": PERIOD,\n", + " \"api_key\": API_KEY,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c387bea3-ea88-41d0-99c6-51be11b89351", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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PFlYArMcQCq8OPoWXnHQEdFEUXnLSEdBF+Qtv0YEDGNi/J7747BMsXLKyUWR2fZSY4dWtF6coCm8Ifrv25KPfyHsw5vorcOkFZ+BQcQkOHDyEk48/msJrtvai0prCq8NM4SUnHQFdFIWXnHQEdFE+4c0v2I9rhg7AB+9vwJy5ebiox2W6DuIkisJr9iApvCH4PT5jIQoKD+CR391oG8kMr9kC9Lo1hVdHmMJLTjoCuigKLznpCOiiRHi37yrAoCt+1WhlV0hReHXrhRneCDld/ZuHcPrJx+LN/27Gzl37cHqXY3HfHSPRtnULZngjZBrNZhReHW0KLznpCOiiKLzkpCOgi2qaDgwYMACvv/oKnl2wpNFldn2UKLy69ULhjZBTj8F3orSsDLOn/BYdf9YGf/jTXGzbsQfPPXWP1WNBUVmEPUfeLDkpAU3Sk1FeUYWi4vLIO2oELbPSk3GotAIVlVWNYLaRTzErIxmHSsgpFEFyCkWo+nNyIicdgdBRxcXFGHnNVVj78sv469/nof8VA0M3itOI7CYpcTqz6EyLWxpCcO59zV244JxTcffYq63IrT/sRK/hE/Df1U8jMyO9XoQzKTEB6alJlsQVl1ZEZ6U00LukpyaitLwKlRTeoE9Q1lNpeSU5hVjn5KT7h8DiVFYBfu2C8yKn4HzKy8sxeOAArHtlLeY+N79Ry66QkkQXr8gJUHhDsLvj99NxROuWuGvMMFvh5R7eyBdfNFpyS4OOMrc0kJOOgC6KWxrISUfAOUpkd8yokVi1chkWLMxDj8v6oqyicf+mjlsazFYVhTcEv9ff2YSJj83B3564C+3btcaDf5qLH3fswbN/vttqSeE1W4Bet6bw6ghTeMlJR0AXReElJx0B+yh/2Z3yxAzcMmY08veXUHhbZphgbfRtKbyKJTBvyUuY8//+heKSUpx56gm4745r0aZVcwqvgl19h1B4dU+AwktOOgK6KAovOekI1I2qrKzEzTeMsDK7IrtDh4+E09HCkd6jobZjhtfsyVF4zfgxw2vIz+vmFF4dYQovOekI6KIovOSkI1A7SmR3/B1jkLdgLqY+OdOSXbkovNWcKLyRrKqf2lB4zfhReA35ed2cwqsjTOElJx0BXRSFl5x0BH6K8pfdBx6ejBtvGlvzIYWXwhvuerKLp/AaUuQeXkOAHjen8OoAU3jJSUdAF0XhJScdgZ+ixt12s5XZ/d19D2Lsbb+t1ZzCS+ENdz1ReN0gFtAHhdcDqC52SeHVwaTwkpOOgC6KwktOOgLVUQ/cOwHPPD0dd06YiHETJtZpSuGl8IaznpximeE1pEjhNQTocXMKrw4whZecdAR0URRectIRCC270g+Fl8KrXU/B4ii8hhQpvIYAPW5O4dUBpvCSk46ALorCS04aAo88eB9mPDUVY24dh3vuf8ixCYWXwqtZT6FiKLyhCIX4nMJrCNDj5hReHWAKLznpCOiiKLzkFIrA1MmT8KfJk6yX0+QltWAXhZfCG2o9aT6n8GooBYmh8BoC9Lg5hVcHmMJLTjoCuigKLzkFIzD9yT/i0YfuV8mu9EPhpfDqvlHBoyi8hhQpvIYAPW5O4dUBpvCSk46ALorCS05OBOTlNHlJTWrsSq1dzUXhpfBq1kmoGApvKEIhPqfwGgL0uDmFVweYwktOOgK6KAovOdkR8JddOUUtMTFRBYrCS+FVLZQQQRReQ4oUXkOAHjen8OoAU3jJSUdAF0XhJadAAlJjV2rtSmY3HNmVfii8FF7dNyp4FIXXkCKF1xCgx80pvDrAFF5y0hHQRVF4ycmfgMiuHBncu09/zJwzT53Z9fVB4aXw6r5RFF43ODn2QeH1FK9x5xReHUIKLznpCOiiKLzk5CPgL7szZs9FcnKyDo5fFIWXwhv2orFpwAyvIUUKryFAj5tTeHWAKbzkpCOgi6LwkpMQWLn8Bdx8wwhceNEleHbBkohkV/qh8FJ4dd8oZnjd4MQMr6cUveucwqtjS+ElJx0BXRSFl5xEdseMGoluF16MOXPzkJ6eroNiE0XhpfBGvHj8GjLDa0iRGV5DgB43p/DqAFN4yUlHQBdF4W3cnNyUXWZ4f1pL7Vpm6BYWo2wJUHgNFwaF1xCgx80pvDrAFF5y0hHQRVF4Gy+ndWtfwnXDB6HrGWdh4ZKVRpldH0VmeJnh1X2jgkdReA0pUngNAXrcnMKrA0zhJScdAV0UhbdxchLZvWHkUJxyWlfMz1uKJllZOhAhoii8FF43FhKF15AihdcQoMfNKbw6wBRectIR0EVReBsfp3ffeQvDBvVxXXaFJIWXwqv7RjHD6wYnxz4ovJ7iNe6cwqtDSOElJx0BXRSFt3FxEtm9ZsgAdDrmWDy/bI1rmV0fRQovhVf3jaLwusGJwuspRe86p/Dq2FJ4yUlHQBdF4W08nPxld+GSFWjevIVu8mFEUXgpvGEsF8dQbmkwpMgMryFAj5tTeHWAKbzkpCOgi6LwNg5OmzdtxMB+Pa3MrleyKyQpvBRe3TeKGV43ODHD6ylF7zqn8OrYUnjJSUdAF0XhjX9OIrtDB/VFbm4rLF211pPMro8ihZfCq/tGUXjd4ETh9ZSid51TeHVsKbzkpCOgi6Lwxjcnf9ldvHQ1Wrc5QjfhCKMovBTeCJdOrWbc0mBIkVsaDAF63JzCqwNM4SUnHQFdFIU3fjl9+cVn6N+7h5XZjYbsCkkKL4VX941ihtcNTszwekrRu84pvDq2FF5y0hHQRVF445OTyO7gAb2QlpaG5avXeZ7Z9VGk8FJ4dd8oCq8bnCi8nlL0rnMKr44thZecdAR0URTe+OPkL7uLl76I9h066ibpQhSFl8LrwjICtzQYUuSWBkOAHjen8OoAU3jJSUdAF0XhjS9O323dgn69LrImJZndaMqu3JPCS+HVfaOY4XWDEzO8nlL0rnMKr44thZecdAR0URTe+OEksjt4wOUoKSmx9uwec+zxusm5GEXhpfC6sZyY4TWkyAyvIUCPm1N4dYApvOSkI6CLovDGB6dYkF1meH9aS+1aZugWFqNsCVB4DRcGhdcQoMfNKbw6wBRectIR0EVReBs+p507tlvbGPbv349lq9bWS2bXR5EZXmZ4dd+o4FEUXkOKFF5DgB43p/DqAFN4yUlHQBdF4W3YnER2pRrD7t27kLdkBbqcerpuQh5FUXgpvG4sLQqvIUUKryFAj5tTeHWAKbzkpCOgi6LwNlxO+/btxYDePWJGdoUkhZfCq/tGMcPrBifHPii8nuI17pzCq0NI4SUnHQFdFIW3YXIS2R02qC++/vILPL98Tb1ndn0UKbwUXt03isLrBicKr6cUveucwqtjS+ElJx0BXRSFt+Fx8pfd+YuW4qxzztNNIgpRFF4KrxvLjFsaDCkyw2sI0OPmFF4dYAovOekI6KIovA2LU9GBAxjYv6eV2Y012RWSFF4Kr+4bxQyvG5yY4fWUonedU3h1bCm85KQjoIui8DYcTiK71wwdgA/e34CFS1bGVGbXR5HCS+HVfaMovG5wovB6StG7zim8OrYUXnLSEdBFUXgbBid/2Z0zNw8X9bhMN/AoR1F4KbxuLDluaTCkyC0NhgA9bk7h1QGm8JKTjoAuisIb+5yKi4sxbFAfbHjvXTy7YEnMyq6QpPBSeHXfKGZ43eDEDK+nFL3rnMKrY0vhJScdAV0UhTe2OYns3jByKN547RXMmD0XffpdoRtwPUVReCm8biw9ZngNKTLDawjQ4+YUXh1gCi856Qjooii8scupockuM7w/rSUeLaz7XjlFUXjN+IHCawjQ4+YUXh1gCi856Qjooii8scmpvLwc1w0fhNfWvYyZc+bFfGbXR5EZXmZ4dd+o4FEUXkOKFF5DgB43p/DqAFN4yUlHQBdF4Y09TiK7Y0aNxKqVyzDliRkYOnykbpAxEEXhpfC6sQwpvIYUKbyGAD1uTuHVAabwkpOOgC6KwhtbnBqy7ApJCi+FV/eNYobXDU6OfVB4PcVr3DmFV4eQwktOOgK6KApv7HCqrKzEzTeMwMrlL2DqkzMbVGbXR5HCS+HVfaMovG5wovB6StG7zim8OrYUXnLSEdBFUXhjg5PI7vg7xiBvwVw88PBk3HjTWN3AYiyKwkvhdWNJckuDIUVmeA0BetycwqsDTOElJx0BXRSFNzY4jbvt5gYvu0KSwkvh1X2jmOF1gxMzvJ5S9K5zCq+OLYWXnHQEdFEU3vrn9MC9E/DM09Pxu/sexNjbfqsbUIxGUXgpvG4sTWZ4DSkyw2sI0OPmFF4dYAovOekI6KIovPXLySe7d06YiHETJuoGE8NRFF4KrxvLk8JrSJHCawjQ4+YUXh1gCi856Qjooii89cfpkQfvw4ynpiJeZFdIUngpvLpvVPAoCq8hRQqvIUCPm1N4dYApvOSkI6CLovDWD6epkyfhT5MnYcyt43DP/Q/pBtEAorTCm7J5E1qMHIqkrVusWRX37ot902ahKjvHeJY5Y0chM2++1U9Fh45Wv6XnX2Dcbzgd8KS1cGjVjaXwmvHjSWuG/LxuTuHVEabwkpOOgC6Kwht9Tj7ZlUoMUpEhni6t8LY5/QQkfbe11tSLRo9BwaQpRjiaPD0d2fdOqNWHSPS2r3406jfcxhTecInVjqfwmvGj8Bry87o5hVdHmMJLTjoCuigKb3Q5TX/yj3j0ofutGrtSazfeLo3wSla3TdfOdaZeen437F62xghJbv+eSF3/Rp0+di97MapZXgqv0WMEhdeMH4XXkJ/XzSm8OsIUXnLSEdBFUXijx0kqMchLaiK7cmRwYmKi7uYNKEojvAkF+Wj783aeCG+LEVchffXKOn3vWvc2yrqcGjWSFF4z1BReM34UXkN+Xjen8OoIU3jJSUdAF0XhjQ6nxiC7QlIjvFZc93OQ8uEHteDvnzAR8sfkylw4Dzm3jK7VRUX7Dtix8VOTbsNuS+ENG1mtBhReM34UXkN+Xjen8OoIU3jJSUdAF0Xh9Z6TnJ4mB0v06XcFZs6ZF5eZXR9FrfDKtobsieMt6a3MzrFeWjOVXd8Ymk6ehPRVK5C8dQtKzu9m9RvN7K6Mg8Kr+145RVF4zfhReA35ed2cwqsjTOElJx0BXRSF11tOIrtyZHDvPv0xY/ZcJCcn627YQKO0wttAp6ceNoVXjco2kMJrxo/Ca8jP6+YUXh1hCi856Qjooii83nFaufwF3HzDiEYju0KSwlu9nii8uu8VM7xmnBxbsw6vR2Bd6pbCqwNJ4SUnHQFdFIXXG04iu2NGjUS3Cy/GswuWxH1m10fRJ7xJK5Yja9YMJBQWQPbQHhg9JqpVEnRP1bsoCq8ZW2Z4zfgxw2vIz+vmFF4dYQovOekI6KIovO5z8pfdOXPzkJ6errtJHESJ8Bat/jdy+vasNRuphbt9w8cRHywhlR1EoNMOlxyTvbki0W4cVOEFdgqvGVUKrxk/Cq8hP6+bU3h1hCm85KQjoIui8LrLad3al3Dd8EFWZrexya6QFOEtm3gfMh+fVAdsuLVw5TS27PvuQtKWLUgozEdiQUGtPt04qEL39MOPovCGz8y/BYXXjB+F15Cf180pvDrCFF5y0hHQRVF43eMksnvDyKE45bSuWLhkZaPK7PooBhPevc8tsqoxaC6rVu8JHYGyMsdwOTZ4x4ZPNN1FPYbCa4acwmvGj8JryM/r5hReHWEKLznpCOiiKLzucPKX3fl5S9EkK0vXcZxFifAWz5qDpmNG1ZmZyKlIaqhLMrtZkychw+YACf+2Vc2yse3rbaG6q5fPKbxm2Cm8ZvwovIb8vG5O4dURpvCSk46ALorCa87p3XfewrBBfXDs8Z3x/LI1jUJ2JQObfe9dVh1dEU/fntrcjkcgf38JMu/+LZrMmmHBlc8LJ0xE0U1jQ8Ju9uB9yHpqasg4CSju1Qd75/1DFRvtIAqvGXEKrxk/Cq8hP6+bU3h1hCm85KQjoIui8JpxEtm9ZsgAdDrmWCxcsnOD87gAACAASURBVALNm7fQddiAo+TQiNz+PZH03dZas5A9takzplnCW1ZRFfYMJbPb6qJzVe2k8oNskYj2gRKqwbEsmRaTYxyF1xAhy5IZAvS4OYVXB5jCS046ArooCm/knBqj7MoJZi2uHWILzZLPjRsjFt7U9a8jt//lQR/IwatHoOChx2O2OoNv8Mzw6r5XTlEUXjN+zPAa8vO6OYVXR5jCS046ArooCm9knDZv2oiB/XqibbsjsXTV2rjP7CZ/tBlZz8xE+sqlSMzPt4UmWdfKb74NS3hFoJtOeQSS3YWcQlde7vhAKtq2w84334t52ZUJUHh13ysKb4Sc/p63Gn98elGt1s/PeRAnHNPB+jtmeCMEG6VmFF4daAovOekI6KIovOFzEtkdOqgvcnNbYfHS1Wjd5ghdJw00KmNxHprf/H8hR3/oyquQ/I88tfDK1ojWF50L2Q8c7KpodyT2zfxrgzq4gsIbcrkEDWCGNwQ/Ed5Pv9qKB8f/9MVMTUlGQkIChdds7UWlNYVXh5nCS046ArooCm94nDZs2NCoZFfotDnzZCR983VIULtXvozsyy8OKbwiuE2fmIz0l1Yj+fPPHPuVjPHBq6/FgVG/aRBZXf+JUHhDLhcKrwkiEd4vvvkej/zuRttumOE1oet9WwqvjjGFl5x0BHRRFF49p/c2bMavLr8YTZs2xfLV6+I+s+sj0y43MyQkkdMdGz+1Dp4I9dLaESf/HInbQ5cT2z9hIuRPQ7wovGZPjRleRYZ3zsJ/QbK6rVs2x5W9u2FI/4trWlF4zRag160pvDrCFF5y0hHQRVF4dZz2bPsGl1zSA2lpaVi89EW0V9ST1fUce1GSgU35cDMSCwtQ8bP2aDlkABJ37giaifVVTAglvJoX03w3CvdktlgiSeE1exoU3hD8Nn/6DYqLS9CmVXN89Nm3eOjPz+H2Gwfjqr7drZbFpRVmTyCC1okJCUhNSURlVRVKyyoj6KHxNElNTkR5ZRUqK8MvZ9N4KMFaT+UV5BTqmZNTKELVn1ucyivBr50zry3ffovuF/7SOjntxTUvo+NRR+ngNsSo/HyknX0GEr79tmb0FZddhqSXXqo1m6qftUfJV9/UmWGo9ZT42mtIvayHPZmUFOtktaqOHVF+y62ouOU2NUEZb1VODiB/YuBKT02KgVE03CFQeMN8dn/LW4XX3/kAz/75bqvl3v2lYfZgHp6clIBmmSmWoBQedD4i0fxODb+HZpnJKCqpQEUE9Rsb/uz1M5D1VFRSTk4hkJGTbk1ZnIrLUUHjtQW2dcu36N+nJ0pLivHS2tdxZPvQJ4XpyEcWlbjlW2Q8NgnywpdcB++eiPJuF0bWmU2rjEcfQsajD9f5ZP+SZUj/+xwkFBSg7IILcejue23vmd0kFQcOlTmup6QPNiH7l2fVaVt5dCfkbwr/mOCUNavRZOxNSNyx3eqzsuNR2L/gH6g45VTXmETSUYumqZE0Y5vDBCi8YS6FeUtewkuvvYd50+6xWnJLQ5gAoxzOLQ064NzSQE46Aroobmlw5vTd1i0YPOBylJSU4OWX1+KIn3WK6EAF3ZMIHSVbDaSqgU92fS3c/NW/HCiRuv6NOoPR3iPUlgbpuPV5XZH8+ae17rFv5t9waPDQ0BD8IjIXzkPOLaPrtImFE9i4pSGsR1knmMIbgt+qtf/ByScchebZTa0tDXc/MhvXXXU5rhtSXciawmu2AL1uTeHVEabwkpOOgC6KwmvPaeeO7ejX6yJLdqX02DlnnIKCA6X1KrxO+1/dfLmr+fVXI2PF0jpQdq17W3WqmUZ4pfMmM6ch5aPN1n3khLZITkxr26ktEgoL6oy1KjsH2776UfcF8CiKwmsGlsIbgt8f/jQXa9/4Hwr3F+GI1i1xRa9uuHF4HyQmsiyZ2dKLTmsKr44zhZecdAR0URTeupxEdgcP6IXdu3dh2aq1OObY4xELnJyE9+DQa5A/fbbugQeJyv1VD6T+5+06EaXnd8PuZWtU/WuFV9VZkCDJdrf9eTvbiLKTT8GuV98xvYVRewqvET5QeM34McNryM/r5hReHWEKLznpCOiiYkHkdCONTpS/7OYtWYEup55u3TgWOMlWhjZdO9cBUfDwZBTdNNYIUKse5yNl08Y6fZRcfCn2/GOZum8R3oLvdyDtL9ORtv4NlHU5BYd69fHk0AincmluZrzVEw8IpPBGSq66HYXXjB+F15Cf180pvDrCFF5y0hHQRcWCyOlG6n3Uvn17MaB3D2z78Qc8v3xNjezGivDKOJo8PR3Z906ogeHGftVgpcLC7V+EN+noo5D43dZaD0y7JSKcp5wzdhQy8+bXanLoikHY98xz4XTjSSyF1wwrhdeMH4XXkJ/XzSm8OsIUXnLSEdBFUXirOYnsDhvUF19/+QXmL1qKs845rxbAWOOUsnkTyjt0dOUEsmDCG262tPWmd5Dc46f69z6I4fajW72AvLiW8uEHqMzOQcn53TzJJGvH4h9H4Y2E2k9tKLxm/Ci8hvy8bk7h1RGm8JKTjoAuKtZETjdqd6NCya7cLZ45iTy3uujculDT0rDj7fdREcYhG07C69Y+Y3efvHe9UXjN2FJ4zfhReA35ed2cwqsjTOElJx0BXVQ8i5yGQNGBAxjYvye++OwTLFyysk5m19dHNDnJXl2pYFDZLBtlJ3dxJYsbikWLEVchffXKmrDKnBzsXPc2KsOsO9z620+RfEbXOrcLd5+xSHgklRtCzTNan1N4zUhTeM34UXgN+XndnMKrI0zhJScdAV1UNEVON6LoRYnsXjN0AD54fwPmzM3DRT0uc7x5tDgF1paVElt7nsuLyq/qZWuD9aLZyadY2wPk3uFesoe3bOJ9yHx8Uk1TqfKw57lFqv5aXXYBUja8V902OQX7x92F/eOra+k3pIvCa/a0KLxm/Ci8hvy8bk7h1RGm8JKTjoAuKloipxtN9KKKi4sxbFAflezKqKLFya62bLgvjkWPYt07+cqSVX7zLZK+24IqyVJ30Z161vyGEchY+nydTne+9h+Un9SlPqcV9r0pvGEjq9WAwmvGj8JryM/r5hReHWEKLznpCOiioiVyutFEJ0pk94aRQ/HGa6/g2QVLgmZ2fSOKFie7UluxUFdW+2QiqcObvmoFcsaNReKuXba3CXc7hHasXsZReM3oUnjN+FF4Dfl53ZzCqyNM4SUnHQFdVLRETjca76P8ZXfG7Lno0+8K1U2jxclOeMM5+EE1GQ+DwhXezHl/R84dY4KOqPB39+PAuLs9HLX7XVN4zZhSeM34UXgN+XndnMKrI0zhJScdAV1UtERONxpvo8rLy3Hd8EFWZjcc2ZVRuc1JXkyTK7ACQvbE8Wgya0YtEHufW4Ti3n29heNS7+EIr7yY1uKawUj64fugd9+x4ZOwKkW4NBWjbii8Rvh48IQZPlB4TQF63J7CqwNM4SUnHQFdlNsip7tr9KNEdseMGolVK5dh5px56syub6RucbIkb+RQ+IS3KjsbheMn1jopTV5cSzp8cINbtWXlfnJghbyUVpmdbQl04fh7VC+ShfO0tMLbdPIkyJ9QV+mJJ2P36++GCou5zym8Zo+EGV4zfhReQ35eN6fw6ghTeMlJR0AX5ZbI6e5WP1H+sjvliRkYOnxk2ANxi1Nu/55IXf9GnfuLgEom14sroSAfbX5xEhLz99Xq3ovDIIIJr4i8lD5L+vEHpLy/QTXV/GmzcHDYCFVsLAVReM2eBoXXjB+F15Cf180pvDrCFF5y0hHQRbklcrq7RT+qsrISN98wAiuXv4CpT86MSHZl1G5xstuj66PixvG78gJY2ltvIKGgAOU/PxZVGRnIenpaTcbY/wkE2xssmeik77+zagFLnNMlMp3y4eaaGCfhDTwSOehKSEhA2bHHo3jAQIiUN8SLwmv21Ci8ZvwovIb8vG5O4dURpvCSk46ALsotkdPdLbpRIrvj7xiDvAVz8cDDk3HjTWMjHkAknEQGs++9yzr+Vi7Zr5u4ezcSDhbZjmP3sheN6u0G1vANNVkn4c0ZOwqZefNrmsu45RCKwLq8gdlqqaaQefdvkb+/BGUVVbVu75TZ9g+qaHMEDtxyJw4Ou8b1rRahWLj9OYXXjCiF14wfhdeQn9fNKbw6whRectIR0EVFInK6nus3yk3ZlZlEwsk2q5mSCpSV2sIxzfBqpNL/xkWjx6Bg0pRaY3E6Zti/NFjid1uQPfEuZKxaXmce5e9twL6fd64RXulPTo1r8vQ0KxMc7DKdf/2uuNp3p/CaPQ0Krxk/Cq8hP6+bU3h1hCm85KQjoIuKROR0Pddv1LjbbrYyu7+770GMve23xoOJhJOTgB4aeFX1AQsVFTXjcuNwiXCEt/zoTtj18pt1Mqly2lpu/8vr8PKNL+OFxWg+6nqgqtKWafnaV7Cv67mW8NpVnAhsVNm6NYquuxHSv/aACuOHGYUOKLxmkCm8ZvwovIb8vG5O4dURpvCSk46ALioSkdP1XH9RD9w7Ac88PR13TpiIcS7tAY2Ek5OAFo38NQrvfwgZq1ZYe2vlYAk3yo61HNgHaa+9EhJ8sKN+nYRX9tJWtO+AnN/eCpSUON7DJ7wJ69cjt88lqrHsXrYmZFxDC6Dwmj0xCq8ZPwqvIT+vm1N4dYQpvOSkI6CLikTkdD3XT5QXsisziYRTsD21blcfyL7rDjT566yg0CubNYMc01vZvmPQuFbdz0HKhx/Uitk/7m40nfpY0HYixJUb38fBF/+N7GuGqBaA3bYKVcMYD6Lwmj0gCq8ZPwqvIT+vm1N4dYQpvOSkI6CLikTkdD1HP+qRB+/DjKemYsyt43DP/Q+5OoBIOQW+AOYb1MGh1yB/+mxXxpi2ZhVaDh8Usi/tAQ7ysl3mwvlILCyA/HcgAU0WzkNCYYHjPWQ+kgVuccrxSDjtNCQHCLOvYUXHo5G05RtUNcvGod59UTBpcoN/Qc0OCoU35HIMGkDhNeNH4TXk53VzCq+OMIWXnHQEdFGRipyu9+hFTZ08CX+aPMmqxCAVGdy+IuUUak+s6TjlpbCcO8ciZeP/6nRV1aQJKlu0tKpDHBg9NuxtE6lvv4ncQf2AkuKgwyw/7gTsfKu6rq6UJUtJTnSMj6cX04JBofCarWwKrxk/Cq8hP6+bU3h1hCm85KQjoIuKVOR0vUcnavqTf8SjD93vmezKLCLlJBnSI07vXCc7arqlQfrNHdALIrxOV/HFl2LvP5bV+VhOXZNavZXZOSg7qYvtsb1Ool6rs8REHBowCIcGDLS2QIhYNxk6CAndu9fJ8EpGd+er7zS4I4IjXcEU3kjJVbej8Jrxo/Aa8vO6OYVXR5jCS046ArqoSEVO17v3UfJymuzbldPT5GAJr65gnEQg5QSxxIJ82B0FbGVhbxltSaGIn9SZDSwHFs64U995Cy2GD7LuF+zaO3suiq8cXCskcF+x1Nbd81xerfq/IrtSYSFYGTGZx77ps5E1a3rtk+NycrB/4gNoOv72Wvf14lS3cJhFO5bCa0acwmvGj8JryM/r5hReHWEKLznpCOiiGrLw+suuHBmcmOj8q3QdDeeoQE4iuVJhIeXDTWj2+KRaGVwvX8TSnli2/9Zx2G+zj7ltp7Z1ss3+B1BoSpsduPVOFN7/MJyywAfvmoiD53VD2uEjlO1+CDB9HrHensJr9oQovGb8KLyG/LxuTuHVEabwkpOOgC6qoQqv1NiVWruS2fVadoWkPyfJksoJatUvdNlfP+4+qHsAIaJErJvfMtqSS821b/ZcHArI6vq3szvaWLK82776EXIscYtrg1dX8JfjYMKbP75hHgmsYayJofBqKDnHUHjN+FF4Dfl53ZzCqyNM4SUnHQFdVEMUXpFdOTK4d5/+mDlnnqeZXR9Ff052WdJA2qbHBPv6azHiKmu7hOZyOio4lPCWn9AZSdu2BRV46ePAmNtR+IdHarqj8Do/FQqvZsVSeM0oBWn9455DnvXt1HFqSiJym6WhtKwSuwudi3VHfWAxeEMKr+6hUHjJSUdAF9XQhNdfdmfMnovk5GTdRA2j/DnZZUkDu3crw6uRa7l3VVYWtm/6vFaJLzkVrcmcWUj5+ENUNm9uVWmoSk1D1lNTaw9XGJaXOxI6OHwkim64yfYktDpbILKzsXvTpyjNyjYk3rCbU3jNnh8zvGb8mOE15Od1cwqvjjCFl5x0BHRRDUl4Vy5/ATffMAIXXnQJnl2wJGqyKyRzqw6hdM7fULUvH00nTwoKN9I9vLJFQrYX+F9tTj/B2isc6to38284NHhoTZjTXlx5eUxOdpMX6NLWv177hTObm8jLads3fhK0Vq5shbCqNLTvgCbDBiM/KcM6WrgxXxRes6dP4TXjR+E15Od1cwqvjjCFl5x0BHRRDUV4RXbHjBqJbhdejDlz85Cenq6boAtRIqJtf3EikO+8Z1eyoBVH/gzFvfrYZkKDDUMqIjSZNaMmpODhySi6aaz1v50OrvDvb/fKl1F6znk1fxXshDf/bQ/Bssflxxxn7QU+MHpMWAdDSB3e/P0lFN6WGS6svMbbBYXX8NlzS4MhQI+bU3h1gCm85KQjoItqCMJbn7IrFCWja5fVlTq3Fcceh5LzLwj7UAff03GSU98BDSLbzSZPQubcvyKh2O8AiLQ06zCJoutuqFPb1mm8cs+yU09H0Y03o7x9R0gW2OmKtE4whbeaKDO8un9/nKIovGb8mOE15Od1cwqvjjCFl5x0BHRRsS6869a+hOuGD0LXM87CwiUro5rZ9RF0EshIpdD/yYTTt8ixbG+QrQNyLG/g9odQ462zIpKSgIqKWn8tWxgKJ0ysyTDrVtFPURReCm+4a8YunsJrSJEZXkOAHjen8OoAU3jJSUdAFxXLwiuye8PIoTjltK6Yn7cUTbKydJNyOcqp9q0blRhyxt1iZW8Dr73PLYo4ayylzNp07ayjIFtDDmeORXb3zFtU6xAKXScU3kBOzPCGu3Jqx1N4zfgxw2vIz+vmFF4dYQovOekI6KJiVXjffectDBvUp95lVyhae3gvPhfYsqUGqqYEmOYJtOzfs+aAhpr4hARs+/KHsPbOBt5LTnfLzJtvvUwmWy4q2hwBkevAS/boSvUGueRlNqessWYuEsMMbzUpCq92xdjHUXjN+FF4Dfl53ZzCqyNM4SUnHQFdVCwKr8juNUMGoNMxx+L5ZWuintkVwZWDJaSKgeybrWjdBgljx+BgQgoSvvrK9vhgHe26UW07tkZC0YE6H7hR1kykt+mURyyhLm/fwZLfwMvtI38pvBTeSL8L/u0ovIYUuaXBEKDHzSm8OsAUXnLSEdBFxZrw+svuwiUr0Lx5C91EXIxyqowg2c/tGz42zoL6hmqdbHb91XX20crnpsKb/NFmtO7xS6C8zJGMbGHY+eo7dV56M0FJ4aXwmqwfX1sKryFFCq8hQI+bU3h1gCm85KQjoIuKJeHdvGkjBvbraWV260t2hVqwgyXcyohmzvs7cu4Y4/iQTITX2nP8h4lAWV3ZLT3rHCQcPFiT7S09/wIUPPx42KXUnAZO4aXw6v7lCR5F4TWkSOE1BOhxcwqvDjCFl5x0BHRRsSK8IrtDB/VFbm4rLF21tl4yuz5iwYT34NBrkD99tg6uQ1Rg3V27sEiFV7YxtLroXMfxlR93ApI//7TW5xUdOmLHhk+M5uRrTOGl8LqxkCi8hhQpvIYAPW5O4dUBpvCSk46ALioWhNdfdhcvXY3WbY7QDd7lKJHFjCWL0OTvzyDhYJFt76YZXk0FhUikWvYdN79lNGSbRLBLDpRI/vLzOiHbvvrRla0aFF4KrxtfSwqvIUUKryFAj5tTeHWAKbzkpCOgi6pv4f3yi8/Qv3cPK7NbX7IrottixFVI+v674NCSk7Hj3c0R7XkV0ZWqCb7/dLrR/nF3Y//v7tc9PL8op9Jp/h1JdreyVSvb44QpvGEjD9qAVRrMeFJ4zfixSoMhP6+bU3h1hCm85KQjoIuqT+EV2R08oBfS0tKwfPW6esvstup+jm0Fg0CChbP/hgNXDtWB9YtKW7MKLUcOC/oCGVJTkT91mlVCLH31Squ1HFMs2w2CXfJyWvqaVWgy/1lLpp2ukgsvxt6/zUfWrBl1To2TcmS7Xn0n7HnZNWCGt5oKhddsOVF4zfhReA35ed2cwqsjTOElJx0BXVR9Ca+/7C5e+iLahxA73WzCj8p4YTGa3zgyZMPK7t2x54XVKKuoChnrH9DswfuQ9dTUoG2kWoIcYiGnqLW4dkit2GAHUGRNfQzNHn0waN/lPz8Whb9/uKbWru+oYtn6kFhQYJVYk20aZV1ODWteTsEUXgqvGwuJwmtIkVsaDAF63JzCqwNM4SUnHQFdVH0I73dbt6Bfr4usAUpmtz5kV47pzbnzFqCsVAWq6oILLSkNR3itsmMBAut/Mzm8QjK6smdXMrl2meZgL5S1bd8SCYcOOY5fjiDesbH2C2qayaauf73mMAy5v4xPe1F4KbzatRIsjsJrSJHCawjQ4+YUXh1gCi856QjooqItvCK7gwdcjpKSErww+Qkcl1NdZ1fkL5pX2/a5SDh0UH3Liltuxd4HHw9LeJtOnlRn+4D/DQOPJnaqDuFUscEpXlhWNstGwaQpIbdEBAKwk/Si0WOsvjQXhZfCq1knoWIovKEIhficwmsI0OPmFF4dYAovOekI6KKiKbz+sruqT3/84q+zagYpv1LfvXS1K5UCgs1cXlDLvu8upL75ug4QANlyUPa/DSjIbeea8Mp8d617u2YMsv82t++lSPrh+1rjCpalbXdkc6CkpM48TEqa5dwyCikfbg7ZZ8Y/F6PJ7BlI2rEDZccdj32zn7WeHYWXwqv+YgUJpPAaUqTwGgL0uDmFVweYwktOOgK6qGgJ784d261tDPv378e//jwD58lLXAFXwcOTUXTTWN3AI4iSF7xa9brYseSYr0sZh2RJU9e/YWVIZZ9ryw5tUHCgNCzhla0Buf0vrzPS4st/hb3zF9f8vcS1vHYoZH9t4JU/bRYODhthO9uWV/VH2iv/rvVZ6bm/xO4VL4VFx6pSMXJo0Jfe/Ks4iOw2HxWw7zktDT/+sI/Ce5g8X1oLawnWCabwmvHjS2uG/LxuTuHVEabwkpOOgC4qGsIrsivVGHbv3oW8JSvwiwP77UWwVx/snfcP3cDDjAq1vcC/OzvxjpSTlAuTcmQpH35gSXThhImQ0838LymJ5qvM4P/3kgEO9TKZvLiW8dJqq5mIeeH9D4dFRrYw5Nz+GyTu3ePYTjLc277eVvN5bv+etqXNhFvm3b9F/v6SsH4wCGvADSSYwmv2oCi8ZvwovIb8vG5O4dURpvCSk46ALipSkdP1DuzbtxcDeveokd0up54Op8yn6aEOdmOSrQJZT/4RTeb+VTtk69SxwHJgXnJyEki7cagnoQhs9uC9yHrqTyEjA38AaHPqcXW2XkgnFN6fUFJ4Qy6roAEUXjN+FF5Dfl43p/DqCFN4yUlHQBflpciJ7A4b1Bdff/kFnl++BiK7vsuuIoEmo6mbVXVUqCoJgX3JflmRbrstBF5ychLeSPfiahhpMt5SEk1q9AbKv91WCrnnvmfmIuv6Eczwsg6vZglSeI0pBemAe3i9pGveN4VXx5DCS046Aroor0TOX3bnL1qKc9sdiex7J1jlrso7dETxRZegsnUbpK1/3fq1vRyyEOrX97oZ/RTlJJKB/WgOXgjkJPtts++9C8mHD3s4OOyasMp3+Y/BLuMdrDKClFTLzFtgdVHW5RQUjr8n7Jf9QrGR+x/q3dc6qELq9coz2z/+Hkt+E7/bgiPOOa3WC3M+hnxprfrJMsMb7re1djwzvGb8mOE15Od1cwqvjjCFl5x0BHRRXghv0YEDGNi/p5XZFdk965zzbGvMerGFQWYtL2ElFBZCpC7YVdyzN0q6dYfIqlQYCHYFcrLLUAc7JCLU05CtF9ZhEIXVh0EE7vP1tbfqB98yulZ3EislzsK52px+gnXQhd1V2vUMJH/7TZ19vcJo+4aPLVYi/OnLX0Dqhx+g+JKeKLm0+uU8Ci+FN5x16BRL4TWkyAyvIUCPm1N4dYApvOSkI6CLclt4RXavGToAH7y/AQuXrLRkV+So7c/b1RmQvMS1e9ka3UCVUU4vgNU0T0pC0Q03WdlLJ6m0u5U/J5HTNl071wmTLLVXL93JzSQT3HzsKFtR9a+iYDf+nLGjkLFqBRIKC1DVrBkqWrS0pLbWlZCA0jPPRuq7zscMB9YODrwXhZfCq/yqBg2j8BpSpPAaAvS4OYVXB5jCS046ArooN4XXX3bnzM3DZa3boOmUR5C4cwdS33vXc+GVzG6ri84NOvFgZb6CNfTn5PTSnRcC7xuTXUbZf7zBXnDL/Nss5Ey4o870KnNbIXH3Luvvq5pkQTK7aW+8GpQfhVf3veKWBh0npygKrxk/bmkw5Od1cwqvjjCFl5x0BHRRbglvcXExhg3qgw3vvYtnFyzBxWechSO6nmhbW9Y3snBO8NLMRkqAyT7hwEsyr3KErwhppPuEAzm17dTWypb6X15t0Qj18l1g2bDA+TvJ8gHZpzv0GjR9+PdIX6ur3RvqxUJmeKvpU3g131jnGAqvGT8KryE/r5tTeHWEKbzkpCOgi3JDeEV2bxg5FG+89gpmzJ6LPv2uCFkh4eDQa1AwaXLIvbO6WVRHeVnuLJCT7KXNnjihRnpFpvc8t8iV+Uimusnsv1gvxFVmZ1vHBEstX7tLZFc4+leWkC0XKR9Vn5ZWdlIXtLh2iFUHOPA6NPAqVGTnIOtvs1WYNQeDUHgpvKrFFCKIwmtIkVsaDAF63JzCqwNM4SUnHQFdlKnw2smu3Nnu5Sr5e6+yoNK37BVu3f2cWntcRQh3vvpOndJaOjo/RTlxEjmVCgahXnrT3k/mECoz7utr/133WpUT/K/AbLCMq+SCbH/Q0QAAIABJREFU7khfsbTOECTzbXfgRWBg+dGdsPO/H6qmQOGl8KoWCoXXDUzOfVB4veVr2juFV0eQwktOOgK6KBPhLS8vx3XDB+G1dS9j5px5VmbXdzntp410D61uNtXSW11KKx+V2TlWqbDAOrLavvzjTDiFcz+n7QtSwk32QvsuEfntGz+pI9p2Wy1Kzz4XCWVlSNnwXnXzhAQcHDLcMWvsP949C5agpGdv9RQovBRe9WIJEsgMryFFCq8hQI+bU3h1gCm85KQjoItqlZ2GfQdKUV5RpWtwOEpkd8yokVi1YilmnHkORnT9BSrT0pH23rvWr8+lLmvZCZ3R5K+zavp1a8+ubF1oNvmRmvvIXtTi3n3DGn+4wZFyCvc+TvuQD9w6DhUivYUF1hYHp1Jq7XIzbW9pd4iFU6x0UN7hKORPezqsShbSjsJL4Q13zdvFU3gNKVJ4DQF63JzCqwNM4SUnHQFdVCQiJ7I7dsgA/Ou1V/AMgP9zuJX8On3nuretT93IslrZ25nT0PSPj9a5o9fH8EbCKdQTkL22vlq4sgdYLtPMuG2G9/xuVqY79a03rXvIveR/28VaAcnJ2PbZ1oi2aVB4Kbyh1r3mcwqvhlKQGAqvIUCPm1N4dYApvOSkI6CLClfkKisrces5p+KFr7/CX4PIru/uJocxBM4g2OlgXu4NlnGEyykU/cBMrvxAID8cyA8J2RPHo8msGTVdBMuMyxHBsg9XXnCTAysqW7VG5lx5Mj9dJRdfirRX/l3r74SXZIqdqlpEWk+YwkvhDbX2NZ9TeDWUKLyGlOqvOYVXx57CS046ArqocEQu+Y1XcecfH8OC9a/jCQC3K27h1p5dp8MefENoSMLrdBBHoNjK1g3ZGuL0Qpzdi4ESu2/arJqqDCLBLUcMqVNCTQRbsuIZLyxG9l13IHHvXgulZH/3TZsdcUaewkvhVfyzEDKEwhsSUfAAZngNAXrcnMKrA0zhJScdAV2URnit6gcXnYtRW7fgb4BadmUEplsN5N65/S9HykcfAlWVjpOSgxMKHptaqzyXjoAuSsNJ15Nz+bRwDq6QrQ85d96ClI2HX0Tzu3ng4RDh7OvVzsEpjsJL4TVdQ9KewmtIkcJrCNDj5hReHWAKLznpCOiiNCInv35/4N4J+DMA2T17t0PXUjnAdxiDXX1Y3YhqR4U6YSywz1AHI/jHJ363BZn/XIyEkpLDFR2GO2ZTNZy083PKVsu+2vzpoWviBm55CLxvoPDaMQxHrrXzkjgKL4U3nPXiFEvhNaRI4TUE6HFzCq8OMIWXnHQEdFEakXvsjJMw7dtv8HsADzh0u++JGSjud0VELzoFG2m7I5sDJSW6yQDQHI5gZUfH3IiUj2vXlpVT2ESY7S4NJ/UgAdjtRw51bK/077Qdwndvu3JlUuqs+dhRtX4YkXtFeupcsHlSeCm84XwPKLxu0LLpg8LrEViXuqXw6kBSeMlJR0AXFUrkHnnwPsx4aqqt7Ppq3LpV69Y3YpG6lA+rTwrLvbI3UFGhmwwAzZ7hFiOucjxwwUk6Q3FSD/BwoMwxc+F8a6+t7KeVvbal519g242vtnDa+jcs4bU7NU0aVrTvgIJJU2xLtPm3C7YvONx5BMZTeCm8pmvI+sGuqqoqvEKJbtw1jvqg8Mb2w6Tw6p4PhZecdAR0UcFEburkSfjT5Em4ZdgIPLVwXq0ORZp2vfqO7iZhRMlLVM3HjgZKisNo9VOoZs+wYzmuICfBRSK8shUkY/VKa3BlXU5B4fh7IsqABxN038wPXXkV9s1+NiJmbjai8FJ43VhPFF5DihReQ4AeN6fw6gBTeMlJR0AX5SRyPtm98aaxeODhyZB9p5l5860TzMrbd3Q8+EB3V/soKbElf+pcCQnA4XxPVUYGDg4cgrKzz0Xijz8g/fV1SF3/hlVd4MDosaoDKNqcfkKt44f97+dWhtduLpLBlf5DXcI6a/YMpLz3LpJ2bHccq38/VVlNsXvFS55sUwg1Xv/PKbwU3nDWi1MshdeQIoXXEKDHzSm8OsAUXnLSEdBF2Qnv9Cf/iEcfuh9Dh4/E1Cdn6jpyISpY5tXupLBIb+n00lewrHW4GV6nmsGh5uGriCHSG/RKTAQqa1etKO98Enat/HdEWeRIWQa2o/BSeN1YSxReQ4oUXkOAHjen8OoAU3jJSUdAFxUocs8crsggsjvliRlIFLGK0hXsqNtQohjOEH/aE/u6tScWaekovPMulPTs7dhNtIQ345+L0XzUyHCmUytWW+kh4huEaEjhpfC6sbYovEqK5RUVGHTD7/Ht99vx/r/n1LSi8CoB1lMYhVcHnsJLTjoCuih/katP2ZXROmV461viZGzhCm/O2FHWFhD/S14q27HxU8cHE3j6mlOg9OM7ktguxs0fDnSr6KcoCi+FN9w1YxdP4VVSfHbRi1j75gZs/vRrCq+SWSyEUXh1T4HCS046Aroon8jNf+5ZjLvtZvTpdwVmzpkX1cyub6R2wld0480oeHSqbjIeRoUrvLIlocW1Q2oqKki5sD3zFjlWYggm/P7TOjB6DAonTalz/LB/DIXXw4Wg7LpdywxlJMMovBGuge279uL/7ngc994+Ar/53Z8pvBFyrI9mFF4ddQovOekI6KJE5GY8/QzG3fYb9O7THzNmz0VycrKusQdRUiNXXkKTq7h334iPuHV7aOEKr+/+smUisaAg5DxC1deV/kp/cSb2/GNZzR7dVhedC+Hlf4XKIrvNJbA/ZniriVB4zVYaM7wKfrfdNw2XdT8TP2vbCiNve7SW8G7be0jRg7shqcmJaNksDaXlldhTqC+e7u4oGkZvLZumovBgOcoqnI8PbRgz8XaUsp4Ki8rIKQRmctKtw9f+vQLDrx5mye5fnqlf2dWNuH6icpulIf9AKcorvasO2rZlZp3JSfWF8uNPQOH9D6H0l7Xr9CZv3oQWI4bUbG+QLPLu5S+ivMup9QNJ6iZnp6NgfwnKPORUb5ML48ZtWzDDGwauOqEU3hD03vjPB/jrwlV49s93Y9PHX9UR3vqqYiwVdeSqr/ubLLpotrUqD1mgonnXhncvctI9M3IKzWnJkiW4+uphuOSSS7B8+YqfMrvffouEp54E3n8fOO00VN16G3DUUaE7jOMIV9bTq69Wc83Pt3hW3f/7WlwT7rgdePLJWhSr/vkCMGBAcLLynOQ67bR6fwKucKr3WZgPwPf/++Y9Nc4eKLxBnntJaRmu/PV9ePLBW3DM0UfaCi9fWovtLw63NOieD7c0kJOOQPColctfwJhRI9GjxyWY/exCJKekWQ3kV+tHdD2xunrB4asqOwfbN3xcr+Wu3JhzYB+yZ7jZlEdq5rp/wkTIH7sr0i0Nvr5k64FsQfC/7LhmLpxXk7ENdvqaFzzc6JNbGqopckuD2Wqi8Abh9/XWbRhw/UTkNMuyosrLK1CwvwgtmzfD04/fiROPOwoUXrMF6HVrCq+OMIWXnHQEnKPWrX0J1w0fhG4XXoxlS1/AofJElFdU/2pFhCvnltF1Ghc8PBlFN401vbXr7a09v2+9ae2RTfnvf5C5dIl1SIYc8lA44R7Hl8TsBFQG59bBE4ETdTpUw+l+roOKUocUXgqvG0uNwhuEYkVFJfYV7K+J+Pjzb3HrfdPw8qKpyG6WhZTkJAqvG6vQwz4ovDq4FF5y0hGwjxLZvWHkUJxyWlcsXLIS7dtkY5/sTT0svE5iFiz7aTIek7ZOB0j4+gyWmXYqAeY0T5MMr2TLsydOqFOmTMZZ+MAjODD2dhMMMdWWwkvhdWNBUnjDoGi3h5cZ3jAA1kMohVcHncJLTjoCdaP8ZXd+3lI0ycqqU1/WKfO597lFqmN7Ix1buO00VQ2CZWydMtluC6/wzB3Qq9YWEf+5Fvfsjb0LloQ7/ZiNp/BSeN1YnBReQ4oUXkOAHjen8OoAU3jJSUegdtS777yFYYP64NjjO+P5ZWss2ZXLLnMZeGhCLBz8EDjn1PWvI7f/5SFROG0ZkG0Pbbp2rtN+x4ZPbEuIRZrhbTHiKqSvXuk4ztLzu2H3sjUh59FQAii8FF431iqF15AihdcQoMfNKbw6wBRectIR+ClKZPeaIQPQ6ZhjsXDJCjRv3qLmQyeREyFM+m4LKtp3DFlD1m48ktlsOuURpK1/A5XZ2VZ2uHD8PXVefPN/Sau4Vx+UKUtqaTK8UqZr+8ZPHF+2E2luNnlSzfAPjB7rmMWOVHidTo/z3ZTCG+5qbhjxfGnN7DlReM34cQ+vIT+vm1N4dYQpvOSkI1AdZSe7sk9XRFSENvH007HnwcdQemSHcLoNGduq+zk1p4z5ggO3C9hlP8N5icvu+N6qJllIKDqAspNPsSouiGi7cUUqvHYc/McTi3ujTXgxw8sMr8n68bWl8BpSZIbXEKDHzSm8OsAUXnLSEQA2b9qIgf16om27I7F01Vors2v3UpocVLBz3dvabkPGOWVf/bOZTjGS5d077x8h7+EL8M8Qy9YLqdbgxRWp8NrxrmjbDhWdfo6S8y9wLIPmxRyi0SeFl8Lrxjqj8BpSpPAaAvS4OYVXB5jCS04aAiK7Qwf1RW5uKyxeuhqt2xxhNcvt37Pm6F7/fn7cfVDTrSpGI7xOe3Bj9Vf8/sIrkp2Zt8BiIds1pGRbMNGWeN9xyTK/g8NGqDg2xCAKL4XXjXVL4TWkSOE1BOhxcwqvDjCFl5xCEQiU3SN37kBldo4lZU7Cu+2rH109WKLN6SfUHKDgG2/R6DEomDSlZvjtcusepRuLL8jJgH3Cm7xiOVpcO6TWIxCu8rKb/yVlz7Jmz7BqAsvn+8ffE9ei65s7hZfCG+rfJ83nFF4NpSAxFF5DgB43p/DqAFN4ySkYgS+/+Az9e/dA06ZNsea39+CE++6qKYlVesZZ1t7WJs/OqdVFZfsO2L7xUx1YZZS8tJZ974SazKaIbMGkybWkOvDX/fKS2c5X36k+RMJqfxckEyyXHCSx57k8V6VcORUrzCe8WTffaFtP13/vsVNpN6cKEOGMI9ZjKbwUXjfWKIXXkCKF1xCgx80pvDrAFF5yciLw9WvrMGjkUKQnJWLp7yfh1N/fg4T9hbXCyzufhPKjjv6pVFbHjtg7bxGKTzxFB9blKJHDlA8/QHmHjpaMy2ERctllousz++sT3mZXD7YtM+YvvE6Hd8TqaXVuPlIKL4XXjfVE4TWkSOE1BOhxcwqvDjCFl5zsCGz794voc/VApFdVYR2Ao4Jg2rXu7ZryX5G+jKV7CpFH2W13EBmWrRf+lwizXNpyZpGOyMcpbcY0K3PtfwWWP3MS3vxps+J+WwOFl8Ib6XfMvx2F15AihdcQoMfNKbw6wBRecgok8N3WLRjS7QyUFBVBai0Ek11p65+NNBFe2W6QNWsGEgsKrAyt7FN1q0qCnfBWtO+AHYe3XgSeYCb33Ts3zzPx9efkX05NZFe2avi/iMYtDSUoO3xUte7bGn9RrMNr9kwpvGb8WIfXkJ/XzSm8OsIUXnLyJyCyO7jfZSj78Qesq6zECQo8bgivXZUFkc78R6ciddNGaxQl53ez9t5GctnV6PXf0mD3Uly4Jc3CGVe4Pxikr1phlYCT7Rpu1wQOZ9zRjmWGlxleN9YchdeQIjO8hgA9bk7h1QGm8JKTj8DOHdvRr9dFKPv+O7Xs+mdJpZ9wRc53b6df2wc+nUgPVpDSZtkTJyDt8EtrUrPW/6U37ZYH3WqpjpJ7SrmxjFUrak6HE8k24RTO/eMhlsJL4XVjHVN4DSlSeA0BetycwqsDTOElJyEgsjuk25nYXZCP9RUVtpldKQMmwpaZN9/KNIo0Hhg9plalg0iFN3vieDSZNSPkw7Ar2RWykSLATnglk7rr1XcscZUKDyKu8t/ltDXZbhFqn69dVrms80koeGwqsntfin0HSlHeyH9VH+rRUHgpvKHWiOZzCq+GUpAYCq8hQI+bU3h1gCm8jZeTyFuzKY8gf/lSXLLtB+ysqsK/AXS1QSJbCWTrQqgrUuGVOrOBL2853cvNQy1897ATbl822e4zkV15WS/YZSfREi8vy5W/sg6H/vMeEr79FrJ1IpQ8h+Ier59TeCm8bqxtCq8hRQqvIUCPm1N4dYApvI2XU5tTj0PBD9/jfADfA3jNQXaFkLYEVqTCK/cIzIhWHNEWSdu31XpAgVsodE9PFyXSnbF6hRUsmWzfi2ORnibnJLzWDZo0AYqKagYWeIiGbsTxH0XhpfC6scopvIYUKbyGAD1uTuHVAabwNk5OIncV907ApQA+B7AawC8dUMjxtXueW6Q6pEEjvFJ1IOfWm6zDICy5HDYCBQ8/bvUvWWfZLiEZZXlRK/AUsr3PLbK2FETzilR423Zqi4TCAvVQG8NBEmoYhwMpvBTecNeMXTyF15AihdcQoMfNKbw6wBTexsmp8saR6P/C4qCyW5XZBLv/9XJYv27XCK9dRQSnl9HkKF0RYLlkT61bZcp0T706ynZLw+H9vcH6EWFvPvp6JBw6qLqdf7ULVYNGEEThpfC6scwpvIYUKbyGAD1uTuHVAabwNj5OpS+vwcARV+HjsjJrz65dZreyRUvk//kvYWdTQwmvCGybrp3rQJcs8u5la3QPI8pRvgoP1ktrhQXWnlsRdO2+2+bXX42MFUtrRl167i+R+vabdWbBDG/dB0vhpfC68XWn8BpSpPAaAvS4OYVXB5jC27g4VU2ZhKGPT8J7AF4AcLnD9CPNNsaj8OpWSOgokX3JUFsHSQy4HCj4abtDOMcc+8qdJRbkWzeN55feKLwU3tDfrNARMS+8+wr248fte1BSWorm2U3R4cg2SEpKDD2zKEVQeKMEOsLbUHh14Ci8jYNT5sJ5SL/tZlxaWRlSdgOPttURqo4KJbwSE86WhnDu3ZBiW+3bhpLFz6Mqv8DaqhHOvuRWPc5HyuHDOHxz9j/euSFxCDVWCi+FN9Qa0Xwek8K7Z18hnv/Xa1j577fx1ZbaZ5w3yUzHeWecjMF9u+P8M0/WzNHTGAqvp3iNO6fw6hBSeBsHpxZHNMMV5eV4GYDUIQjM7FYc3QmVTbIgVRDC+XV9ID2N8EqGUw6aSFv/hnUgg7y0JvdsTJeGkx2PplMeQdPHH67zUbxWeaDwUnjd+Hch5oT3L88uxd8XvYgTj+uIi84/Had07oRWLXOQnpaKgsIifP7193jvg8/w0qv/RYcjW+OB316P4zr9zA0WEfVB4Y0IW9QaUXh1qCm88ctJpFIOiSjbugVXAJbsLgQwyGbK/hlCEdKEwkIrquzkLqrqDL4uIxW5UE9BxpT61puoys5GyXnd6uXltcAxytYCqSwRyRUOJ9kK0fw3v4b8Z9K2H4Gqqjq3jOU90JHwqVlPOenI31+CskZ+QEe7lhkmGBt925gT3omPzcHoEf0smQ12lVdUWBngqqoqXNGrW709SApvvaFX3ZjCq8IECm98cpItDDm3jEY5ACniFUx2/SskBB4AIUK3c93basEMR+SEvIhs+uqVVv+HevWxFUi7Me15Ls8qXVYfl3+9YOEjJdV8NXu149FySv/nYrS46XqgsjJo15Eeuawdb33FMcNbTZ7Ca7YCY054zaYT/dYU3ugzD+eOFF4dLQpvfHJqOagPkl59BcMA/BPAIofMbmBlALvDEsJ5oUorckI9sNyXk1zbjUle1No77x+ODy/wxa7AI5B1T71ulNOJcOFWWNBwSl3/OnL7O71W6De2lBRs+3RLxNnmSFlEox2Fl8LrxjqLSeF96q/P4+yuJ+L0k45BamqKG/P0rA8Kr2doXemYwqvDSOGNT04tf3EirtnyrSW7zwD4v8BppqQg/7E/4eDIX9d84iRY4fy6XCNyckOn8mR2e1HthDfUmFp1P6emfq/cT2R6+4aPw5bCwEMyyo/uhORvvq6zaMKtaqHh1OLqgUh/SY4ECX7Vx2Ecocbk1ucUXgqvG2spJoX3okG3Y+fufEt2Tzvp5zj79BNxdtfOOPmETkhJTnJj3q71QeF1DaUnHVF4dVgpvPHDSbYxZOYtQGVVFUa8+zaWlJfjrwGyu3/c3Si5oLvtdgDJirb9ebs6QEJlU/0baERO4sOR63CF16nvSH7tb1dRwm7FuCW88gyyZk5DxrLnkfT9d0g4dMhxgRbe+wccuvIq9XYT3UqPrSgKL4XXjRUZk8IrE9vy/Q78Z+MneHfjJ/jv+59i994CZKSn4henHI+zTu9cLcDHH+0GA6M+KLxG+DxvTOHVIabwxgcn3zG8stPzRgB/A/AEgNv9pleVmYltW3cHnbD//lRfYDgypxXecDK8diedBRuTb/9y4ETDFV6nMQb2K5Utdr76TljZYydOrc/riuTPPw25KAsenoyim8aGjGvoARReCq8bazhmhTdwclKeTMRXBPiN/3yAg4dK8NGrz7rBwKgPCq8RPs8bU3h1iCm88cEp91c9kPyft51lt1k2CiZNVr1cJcKY9N1WC0y4hxpohVf6zhk7yqoi4buk/q+IbHmHjsiaNaPm72X/rRwvLGXM5JI9xcGOGHbK8IYriU7CW37Mcahs08YaS6XFdUrYWVY7Tpo9u1U5zbFLGJ3URbdwG3gUhZfC68YSbhDCK9nddzd+iv++/4mV9f3ux5044ZiOWDz7ATcYGPVB4TXC53ljCq8OMYU3Pji1a9MUv66osDK7jwK4+/C0RCAr2ncMW8h0VOpGhSO80loy0yKzIo5y+ILU5T2i64mQX+3XiHAE+28DM9WRZGHl/l4dkhGu8BZffKkl+sVXDo700TTIdhReCq8bCzcmhXdv/v6abK5kdLf+sBOdj+uIM089AWeedjy6djkOWU1iox4dhdeNZehdHxReHVsKb8PnJJnBSf0vx58B/B5ATTogKQnbPv8urF+162g4R4UrvIE9OW1HyJ82S5Wd9u9PuKRs/gBlXU6JuISZV4dk2HEKtoUiXk9SC7XeKLwU3lBrRPN5TArvSd2vQ9vWLdDn0vNw5mkn4PSTj0VmRppmPlGPofBGHXlYN6Tw6nBReBsmJ+uo4NUrkVhQgDsP7MeMTRtry64cGtHlVIgoRfMyFV45LEP+BF7h7r+N5pwjuZcTp2YP3oesp6bW6rL4kp7Ym/dCJLdp8G0ovBReNxZxTArvr++cjI0ffoGc7CxLeM86rbP1n6EOo3ADSLh9UHjDJRbdeAqvjjeFt+Fx8pdC2brwOIC7UlLwWFlZrcnYZUVlq0DKh5utuHBPUdOQMhVe38t3gfeKt9JbwThZp8qtfwMJRQdQclkv6weXxnpReCm8bqz9mBRe6x/hsnJs+vgr6yU12bcr/71FTtOYE2AKrxvL0Ls+KLw6thTehsVJZKjFtUOsl8pk68IfDldikIoM1pWWhrITTkTRDTfVbAHwSW7Sju3IGX9bzf5YqU3r9ollpsIrU8jt39MSPt8Vquau7gnGVpQbnGJrRt6MhsJL4XVjZcWs8AZOrqS0DO9/9CVef2cT/rH8VRw8VMwqDWWV2F1Y4sY6iNs+KLy6R0vhbRicZAtD9r131cjqYwB+Fyi7h6ciR+7Ky2pyOe2J9c3a7W0Pbomc7L/9SXhrHyHs284hn8uLbvIyV6xfMp+M1SutPcUl53dD+vg7sS85E+UVVY5Dz5z3dxwccX2sT83T8VF4KbxuLLCYF97S0rKaTO+7739q/XfJ/v6sbSusWTjFDQZGfTDDa4TP88YUXh1iCq+SU9UhVF17LZL/9x4SDx1CSbcLIWWugpXH0vUcOirwZSZ5Oe2OwwdKyMESdtePuw9acmx3kERgvMS6dbklvE7jsavJG+v7eyUr3+qic2tP6aijsHPjJ7bCm9v3MqS+/WZNfMVRR2PHex+59YgaVD8UXgqvGws2JoV3w+bPrTJksp1h40dfQqRXXmKTAyesQydO74y2bVq6MX/jPii8xgg97YDCq8NL4dVxanfqscAPP9QK9s+k6nqJLCpj3t/R/I4xVmN/2ZUjgxODCK+mrquU69qxMfRBB9qRey28bTu1RUJhQa3hyA8dOzZ8oh1i1ONyxt2CzLl1fzTZt2INDp3brdZ4sqb/Gc0euKfOGA+MuR2Ff3gk6mOv7xtSeCm8bqzBmBReqdLQqmUOzpIX1g5Lbiy+sCYPgMLrxjL0rg8Kr44thTc0pyZPT0f2vRNsA93MjtrdoMXQK5D+8hrrI6mx++vDmV2R3ZKBVwGlpchYsbRWU/kVf/702bDNLAbcxO3sqNfCa3fMsPXvsYtZ6tArQhcRuA0lsJWd8AYexuFrU3r2udj9r7W6G8dRFIWXwuvGco5J4f1m6zYc3aEtKiurkJiYYDtP2cObmZHuBgOjPii8Rvg8b0zh1SGm8Ibm5FQqy2vRkl9ry6+3fbIrRwZfCWDR4cyu7NMtO/kU61SytMN7XuV/F06YWFN7t1X3c6yDHfyvkosvRUXrNpCXwQ4OGxEaQBgRXguv3XzkNLi98/4RxiijE2qXjfa/897X30HxiafUGoyT8B66YhD2PfNcdAYeQ3eh8FJ43ViOMSm8vok9+MRzuP+Oa+vMU2R39ISpmDdtohsMjPqg8Brh87wxhVeHmMIbmpNdbVRpVX50J+z874ehO4gwIue2m5G5YK6V2fXJ7kKR3Za5yH9ihvXCVqhL9vE2mzzJkt7y9h1xcNg1ER/CEOpe8rnXwitZ69z+l9dsa/AdRxxrpbtCZderTj0VCZs2WUilWsa+abOs55n80Wa0vvDsOqj3LFiCkp69NY8grmIovBReNxZ0TAtvz2Hj8atLzsGtvx5YM9eig9WyW1lZif/3l/vcYGDUB4XXCJ/njSm8OsQU3tCccnteiNT//bd2YFISdi9djdJzfxm6gwgjJNu3Km8+hgCQPO8KAMmAlZndvax6m0OsXV4Lr2++vioOso86Fi4ZT4sbRyJx5w5rOBUdj0bSlm/qDK2s84lAFZDy6ce1PhPp3bnubetgDZHxAAAgAElEQVQlyIx/Lra20CQUF6MqORn775iAoptviYVpRn0MFF4KrxuLLqaFV44UHnHLJNxw9a8wYtBlENkdNf6P1rxnT/ktmmRySwPLkgX/GlB4df9MUHhDc7LbN1r6izOxe81roRuHGSHbJzLz5kMqM+R1OAojtn6LSwDIOVu+f/X2zZ6LQ1cOVvfs/2tyESrJJnoliuEIr+yNbjblEauahAhf4fh7rAy0lF+T/a+WOHboiL1z82Lq8AWR28y8BUjeusU6tvjAqDFoddkFSNy9q7bEpqYhobR2+ciqtHQklBTbPjvZouLVc1EvlhgLpPBSeN1YkjEtvDLBT7/ciutufwy33zgIK156CwkJCZg1eVxMyK6MjxleN5ahd31QeHVsKbyhOdkJr+yV3fXqO6EbhxHhXzN3CYBhAC5JSMALVVU1slvSvQf2LJFcr+6ye+FO5HLbVz/qOggzSiu8Tr/yLxr5azQJqGjgVIVBTmWrPl45HyXnX4Ci0dWVLLy8bMedlgaU2NdFl5cCpfJCwsGikMOi8NZFROGl8Ib84igCYl54ZQ7vbfoMN47/I04+/ihLdmPhZTUfWwqvYpXVYwiFVwefwhuaU5vTT7BONvO/fJUQQrfWR/hOGJMjI2R37jkA/i2HKzwxA+Wdfm51FG4GMPDUMt9ovJIrrfA6vQgoZdICWcuYd617u1aW1+5ADS+eSeDTC/YCo/5J142symqK7Zs+q3nZ0KSveGpL4aXwurGeY054h978oO28tv6wwypVlpGeVvN53sz73WBg1AeF1wif540pvDrEFN7QnKys3nVDgS1bDktnN+ybNtv1QydETl9Z/wauAHAGgNUAsgDr1LRwRdc3qxYjrrKyoIFXoECGpqCL0AqvU6m3iqM7Iembr+vcTOrs+h/y4STyXpcna3lVf6S9Ij+GuHdVNW2G3cvXxNS2DfdmZ9YThZfCa7aCqlvHnPA+/dxy9bxuurafOtarQAqvV2Td6ZfCq+NI4Y0dTh/8bhyueGZmLdmVKgTbvt6mG6RNlF0m1O3DJvxvqxXewNPjfH0cGD3GKrPmf9mNN1rCK2IuRwLLVd6ho1X+TcbuxlXZvgNKTz4FBZOmuP7Dkxvji4U+KLwUXjfWYcwJrxuTimYfFN5o0g7/XhReHTMKb11OIonVe0MLcKh3XxwcOhwtO7RBQVEZysordWDDjHr3nbdwzZABODYjA6+XlKDp/kKrxm7+tFnGmT/5Nbzsd5WXrErO7wbZVxpuGS/pI239G9asKtPSrJe1ys44GyXn/bLWr+G1wiv9yJiyZk1H6vo3rMoTB0aPtUpzacZrl7k2/eEg8JHZbV+QewSe9ObfrvTMs1F47x+s0mnBLilLZtVRzsoOc6U0rnAKL4XXjRUfc8Ib7LAJuwmHG+8GNP8+KLxuE3W3PwqvjieFtzYnO8kRCUtcttQz4fXJbqdjjsXCJSvQvHkL3cOLUlSofavFl16O/ff83pLocITXZPiyzaTFtUNq9vuKiBZMmuzqQRpOWeRQ4y7pcRkSd2yvc+CHr13pSV2Q8P772HegFOUVVaG6a9SfU3gpvG58AWJOePtfPxG/GdkfF//yF0hJTnKc45bvd2Du4jVo27oFbhzexw0WEfVB4Y0IW9QaUXh1qBur8IowpXy02TqMoezkLjVZSifJKS2r8ER4N2/aiIH9eiLasivzl/JfUmJLqjZIJrvg4cdtX5rSiJ+vkoKd8FbXzE2wsrhuX756vJINl3m4eTnNu6zzSUj55CPrVlUZGUg4dKjObasyMlHe+UQkf/JxTWmyqswmKBo+EoUPPx61Hwzc5FEffVF4KbxurLuYE943/rMZU2bmYc++AnQ7+xScfPzRaNUyG6mpKSgoLMIX33yP/236zCpXdlW/izDmuiuQ3ayJGywi6oPCGxG2qDWi8OpQNybhlb2XTac8grQ3X0fSdz/tw/Qv+m9XkUFIeiG8IrtDB/VFbm4rLF21NqqZXbt5ylYH+RN4aYRX2siLZS26HFeTubSysCOH1ux5Fc5yWEe42yl0K9n9KLtjfn37iWUtSTk02foiGXC7y6mcmsRGKxPuPpXo9kjhpfC6seJiTnitn5arqrD+vx/iXy+/gw2bP8e2nXtQUVFp1d7tfGxH/PKsLriiVzfktqj/fU8UXjeWoXd9UHh1bBuT8Lbqfo7jr5l9Ja3s9oaK5FR8/Y2rGV5/2V28dDVatzlC98BciHJ6YczpBDc78bMbRqDw2rLs0NES44ZwCafmt4yy9hhb///ULBt75i2qVTEj1HYPp6oRFF7dCqDwUnh1KyV4VEwKb+CQRYDLKyqDbnFwA0YkfVB4I6EWvTYUXh3rxiK8TpLno+STPYmTjKavFqxPcpr1vtQ14f3yi8/Qv3cPNG3aFMtXr4uq7Mp8wxXeQPGzXVlpafjxh321Mpd2B3ZIW69Lh+lWvj5KToKTFxj9y6LJ38klf9+6+zmOL7JRePWc7SIpvBResxVU3bpBCK8bE/WqDwqvV2Td6ZfCq+PYWIRX9noGe3M+8NAC+XW8vI3vq3/rFieR3cEDeiEtLQ2Ll76I9h066h6Uy1HhbGnwv3Xid1vQ5tzTkVBc+3jcA2NuR+EfHqklvE4Z9YYmvP7zF/mXbRqyPuQSCc5//Ak0/f/snQl8FdX1x3952fcAYbWAdaeKCH+rIIrghlA2K0oom60s2qBWkaiAuAFakFqFVEFcEChBEUE2sSIoKtS2ouKOUoHKGghJyJ68/D9nwnu+ZebNmTczb0nO/Xz4qHnn3rn3d2/w+86ce878p9yeYJd9oEIY4uHlHWgBXgFe3kkJbCXAa1JFAV6TAtrcXYCXJ7BVIMd7WuisGlJe5SuXsmou6oZ6hwMJn/yHXkyrTkKvuIMVOkUK7JIABGxK+q+N60AhG5SJgvLBchqlbcucmuf2apJ3/NgrK5RLY54gp/a6n8r/cp/DmUuobQKFaSjp7DashaOkGBX9BqJ8+EjNi3QCvLydE+AV4OWdFAFeK3TSHEOA11Z5TQ8uwMuT0AqQ4z0pdFZ63lzXTAj0ym+4CZU3DNW9SGVWp/379mJQvz7KoymMIVyeXSt3gaCZijF4ZkfwBTkXBNJzq3r2QtltE62cQsjH0rrUaNRrLcDL2zoBXgFe3kkR4LVCJwFeW1W0b3ABXp62ZkGO95TQWmmV0/WcRfWlPVC4fjN7YmZ0Iti9acj1qKqqAl1QO+vsc9nPjTbDxg5yVlV4a+w6WXVuBXgFeK04SxLSYFJF8fCaFNDm7gK8PIHNgBzvCaG10ruc5pqNVkYCrdkGq5Mv7J6bmISUgqXKY5yZWUoVN6vzx1qpOF3OotK6pGtlvwG6nvDGDnKqhUn6DcDxJa8akr2x62RIjADGArwCvFacpYgH3gOHCrF+8w7s++kIHsv7g7LmHf/5Cm1bt0DHX7S2QgNTYwjwmpLP9s4CvDyJgwU53uiht6JX6Fl3TNB9cPGM2YZerwej05HDh5QwhtLSUqzZsBkEu6369IDrhj9NMlCuVt1F2GxAkOs738rrf4PKAYP9Cna4ptIUQK6hzDIV04BS/rkkb6rhLy1NQScrjqcArwCvFecoooF35xe7Me7eOTj/3F/i3599iy+3vqys+a/PrwSB8OwHb7NCA1NjCPCaks/2zgK8PImDATneyOGx4gAv3Z6nMrRGPKtGdSLYpWwMhYVHUbByLTp36apcElMrUqB3YS48SgKZUycjdUG+5uPVCkkIyPF2S3Ri6pSVhBOlVahp4iWY27VI5gkmVqoKRDTwjsidgT49u2Ls736D83vf4gbeT3btRt6M5/DOirlh31YB3rBvQcAJCPDy9scoyPFGDZ+VXkiD0ctFrpUY0amo6DiG9L/aC3ZpHC3gPf7KCiVLQqQ1ToU1CnPwfJ0vIMfbRdGJqZMAryKUAC/vvGhZRTTwXnz9eLzx4gy0b9fKC3j3HziCgaMfwKfvvGBu9Rb0FuC1QEQbhxDg5YlrBOR4I4bfilJDpc99AvGf7fSajNEwBs/OXJ0IdocPHYg93+/G629uUjy7rpb63HxkTsvzE+jolu26sbHhUFXPw0tz8o2FVgM58rpTIQ+KWSZA9izgEI51RcIzBXh5uyAhDQ06CfDyzktUAu/lg+/As0/cjc6dzvAC3rff+zeemL8M7772lLnVW9BbgNcCEW0cQoCXJy4X5HijRZYVxcrGf/F5Q5Ws9h1MQSVHJ0/YXbpiNS7pfpmXIDQfKn5Bc3I1Xw9pJCmoxPAGqCLGAV5fLzGFQRzZsr3JQ68AL++kC/AK8PJOSmCriPbwPjL3ZRw4fAxPPZKLX/e7TQlpUMIZHnsW1175a9yXO9wKDUyNIcBrSj7bOwvw8iTmgBxvpMZtpadT2cmTuHFwX8Wzqwa7nupQnmArIDwUihP0uoopxH/6CZLe3uj1WN/4Y0+Qozy9Lfv08Jtmad5U0J+m3AR4ebsvwCvAyzspUQy8J8sq8McHnsLnX+9BTU0tMjNSUVxShl9fdB7+9vjdSElOtEIDU2MI8JqSz/bOArw8ifVAjjdK47cKpBPB7sicIfj800+wfOU6P89uY1LHFZ5Aa1JLU+YJcloFQIymhGtM+rnWIsDL21UBXgFe3kmJYuB1TV3J0PDdj6h31qPTOR1xyUXnISYmxor1mx5DgNe0hLYOIMDLk7exAS+FDRjJvsBTCdDSyRN2Fy0uQJ+rr+MO2SjtwunhJY9yTEmJoitBdSQ3AV7e7gjwCvDyTkoUA++KNe9i2OCr/FZQVV2D1Ru3qX5mhShGxhDgNaJW6G2zMxJRXF6Nmtr60D88ip7YGICXILfF6ByQR5EaAW/RvAWWZj5Q06myshLDhw7AJ//+GC8vW9kkYJfCG1wxyFU9r0B1z15ep90X5LImjncX2lD2JiMTR7busDyG1/eCHV2Mo1hhO778WPHrLcDLU1GAV4CXd1KiGHg9U5F5LqOouBR0oc2Vl9cKIYIdQ4A3WOVC00+Al6dzYwBetXRfBDoHfzjAE4Fh5asTwe7YMTnY9t67yF+4GAMG3cAYJbpN1HT2zXyhBnLkeU3auE4p0kCQbDWEasUKm8nKYfdOCfDyFBbgFeDlnZRGCLxf796LW++ZjY/WaidDt0IcGuP19e/jpRUblUIXqSlJuOrybrh/4ggkJyUojxDgtUppe8YR4OXp2hiAVytfrJXpvjx1aoqwS6ep7RltEVNS7HWwajp3AensauEAOa1Y4UjOgBEOnXh/I0SWlQCvAK8VJzIiszT89tYHlbV9+8N+nHtme6911jmd+OngUVzT62I8MWW8FRoEHIPmEBcXi+zmmSg6UYqH576Mi84/C38aN1SA13b1zT9AgJenYWMG3sOffG3Zq3OXThWV1bhlxFC8t+UdPLtoSZPw7LpOUrvsFNVD5VnMw0qQI48yeYbJg0uFOUonT1FNLacFvJGcDcJKnXi/6dFpJcArwGvFyY1I4H2poCHlzZPPrcC9tw3zWmd8fBxOa5uNXpd2QWyswwoN2GNUV9fg/lkLFfu/PJwrwMtWLnyGArw87RsD8KqVE6bX50e37nCLQFCUvHEdYoqLlVfrZRMafo+5jXQ6VlyB8X8YhQ3r1mDOU/nIGTFGtTul8kpbmI/4XZ+jtkNHlOeM8It15T7XLjvSI2P2LMTu34u69h1xckKubsxz667nKQUkPBun8EQwa1Db00BhKmpefis9/MGsIVAfAV6eogK8Ary8kxLYKiKB1zXlNzZuww39wn/LdutHn2L6nBdRUlqG+Ph4PPfne/B/F54jwGvFCbR5DAFensDRBLwEaWkL8pUcts7MTAXSXJemqIpZ8sa1yqJr23dU8ry6KnqpwRN5DKmkL7c1T4/HzTcPw/q1qwPCLl2ga9PtV6B/ejYrvc3cOWvZaZVf1psjXVhrPvpnRwRdQCuav9ALlK0Cueajbla8u77NN++v63PSO2X5UjhOhVyU54y0zLtvVm+1/lbpZMfcImlMAV4BXivOY0QDrxULtGIM8uwWl5Zhz76DeOvdf2LciAFo1yZbGbroZLUVjzA0RlxsDNKT41FbV4/SihpDfZuaMelUXlWLOqdkaQi09+kp8SivrAOFDEVyc+z9EZkXnOs3xeIvvoWz4+kBp57e71rEfdCQwcGzFZVWsZbsdDox+U+5eOmlF/FM/gKMHH2LZr+4be8hvb9/arLKB6ahYkpDyFa4W2L+PKTcf6/fNMqfeBJVuXcgYekrSH5iJkhz0rb8iTmoGTBIsaefOfbtVf7d2aGjn/YZKfEoqzT/e5eWMxTx6xu+wHi20g1vo/aKK8MtoennW6WT6YlE+AAZKQkoq6xp8n+PN0truDskLTgFIh54N239Fza++08cPHwMNbW1Xqtc9cJjwa3aRC+ay8r17+GFuXnKKBVVdSZGC66rwxGDxHgHnM56VNVENqAEt0LrepFONXVORDjHWbfgIEeKFp3i5j2N+MmT/FZZM2cuau+4S/k52aC44VJV3ajRqD8FwonXXQ3H++/59a04VAhkZQVUjmA39/YJWLz4Jcx5ci5yJzY8S6vFLlmMhHG3+n1cO206aqZND3KXrO0WP+NRxM14VHWOtQMHIenSi/0+q/z2e7eegWZD56m61ol6k98zVXXMzETF4WPWihGm0azSKUzTD9ljExMcqKlxoqn7LZITY0OmeWN8UEQD75KVb2P+S28gZ/BVWPT39Zj4hxtAGRre3/4ZbhnWz31xLJQbs2HzP/H0opXYtHyO8ljJ0hBK9Y0/S0IaeJpFS0iDWkosWqHrYpJvDCfFe1IeVgprUHs9Tq/jD+45qCvSpLtuR8GyxXhy7l8w+tY/oqY28BdNrRRZJ+YtQPnwUbrPC4WB1hwp5pXCCEhr38ZN8WXlq3rKrUthCpQZoq59ByV8wjfvbyj0suMZVupkx/wiZUwJaWjYiXYtkiNlS6JyHhENvP1H3oc7b70R1/e5BJ45eQk6t3z0CeY8eLvtov/9jc349UXnonXL5tiz9wCm/fkFJX73kXt/L8Bru/rmHyDAy9MwWoA3EKQlfLgNmdMa3rx4NhcMU1+KPfW8cMUB0Ien5eH55+bjgQcfxcPTp6K4rEYXeOn5vkUQIqGULsXtutZP8yGoTXtuvjvNmEsrrS8W4QBe3gmOTisBXt6+CfAK8PJOSmCriAberteNw7pXHsdpbbJB/77tjWeQltrwDeeaYZPwzoq5VmgQcIzZ+cuxccs/lZRklJrsqsv/D38adyNSkpMEeG1X3/wDBHh5GkYL8KqBZPnvRiPxg/dAMKfW6OLSifkN2VXoUpOrQhhlJXBdaNNSyQW79+RNxaS8qZqlhbX6u57HeRZvp4K38r20R2svXP2WqgZaXyz0LrS5ZucCOYoDTilYpvyYik3QBUOrC04Er0j4ewrw8vZAgFeAl3dSohh4r77pHjwz406cf+7pIG/vg38ajR4Xn48TxScx6JYpeP+NZ6zQwNQYEtJgSj7bOwvw8iSOJuB1rYgAl6DN15Pqu+Jg87DOevRB5D8zFy7YpXGjUSeXHmr5cyktW/HMhvAs30aAnLogX/mCQCncSEfKasFpBHJVc+YibYq3x91oVgzOs6LZRoCXt3sCvAK8vJMSxcB738wFOKNDO0wYNRDPL1unVDy74pIL8dlXP+DiLudixn3+l0KsEMXIGAK8RtQKva0AL0/zaAY5rQprtHKK+TyydYdhr+Lc2TPxl9kzkXvnJEyZ/vPl2EjQibyv6XNmqaZl09ptraIMdoVZEMihd2/Ef7jNb0qeBSp4p7PxWgnw8vZWgFeAl3dSohh4yyuqUFtXh4y0FNTX12PVhm349MvvcUaHthjx22uQkBBvhQamxhDgNSWf7Z0FeHkSRwLI8Wbqb6WVq/X4wsWouvraoGF33G0T8fCM2V4PDLdOweb31cq5a1fZXQFe3mkW4GXqlJWEE6VVqKkzmfaD97iItZJLa+a2JqJjeM0tLTS9BXhDo3OwTxHg5SkXbpDjzVLdSs17Gazncv7TT+Lxx6Yr1dPmPv2s3wPDrZNv0QfXBDlhG2qecK0CDmb2g/oSyDkHD0HiBu8cutysGGafHy39BXh5OyUeXvHw8k5KFHt4aeqUf/ffn32LYydKUO+ThO/3Of2s0MDUGAK8puSzvbMAL0/icIMcb5baVkrJ4A1rlYtrVT17oXz4SMOeXcrEQJfUCHapZLDD4V+6PNw6qVWLI1U4wOuqQpb44ftK7HNF/4G2pfcikCv+ajeaDbjOnRWCYPfYkhW2PdPsGQpHfwFenuoCvAK8vJMSxcBLpYUfevIlZKanKhkSYmJivFYTjsITvnIK8FpxDO0bQ4CXp224QY43S/usOLBLTw+3TslLXkKzu3P9hOCkV1OAt2AZCHidmVmgcAbuJTSjynuCHH0JcRSfQE3nLkaHafT2Ary8LRbgFeDlnZQoBt4+Q/+E391wjVLKN1KbAG+k7kzDvAR4efsTbpDjzdIeKyooQYUlBgy6Ac8uWqLq2XU9OVw6ETRSMQjy8LrSqnmqQcUi9IBSLdaZA8rBqC4gx1NNdGLqJDG8ilASw8s7L1pWER3De0n/27AsfxrO/uUvzK3Sxt4CvDaKa8HQArw8EcMFcrzZ2WdFsDv57lz0HzAY+QsXIy4uLuDDwqGTVtyu50QpbRhVcCvPGaEZyqGWlizYWGfXs10ZIwjCKdcwhUlQqjMBOd6ZFZ2YOgnwCvDyjkpAq4gG3oeffBltW7dQ0pJFahPgjdSdaZiXAC9vf8IBcryZ2We17s03cPvYUWzYVc4TxaYyK61ZNfOWvburenXVxvcssuH5uVaWBrPA27rreV6V6+iZ5DVOvW0sik5Wo7aJ36rXOwMCvHoKNXwuIQ0NOoiHl3detKwiGnirqmtwx9Sn4XDE4LyzOiI+LtZrHbm/v8Hc6i3oLcBrgYg2DiHAyxM3HCDHm5k9VgS7uePH4Iorr8LLy1bqenZdswiHTmqe2UCqaOW5bXtGW3cJYVd/M2nJtHL7EnTHL1kswMs4ugK8DJEEeN0iCfDyzktUAu+yVe9g1jNLldLCLVtk+V1aWzp/qrnVW9BbgNcCEW0cQoCXJ24oQI4ACYgBeRXD2Txhd9HiAiQlNZQJ57RQ6OQ7DzUPr7NtO6CuDo4jh/2mrQW8FP+bOTXPDb1UlKNwzSbd8spaumgBL0F07JtrBHgZB0qAlyGSAK8AL++Y6FpFtIe35+CJuG3UIIwaep3uQsJlIMAbLuV5zxXgZepk46t6AqMWo3NAWQKoUUqs44sLdC9Z8WZuzGrL5rdxy4ihimfXKOzSkzjAS+EDsfv3oT4jI6g1uvrT82ou6IzED7eh+ehhXgul7Apx332LuO+/8/o5Qezhnd9oikJ74Lr0Vt2zlzHxAFDMLmV4oD1UimB07eTnNS6eMRsp900S4GWoK8DLEEmAV4CXd0x0rSIaeC/9ze0gL65cWvPex4R4hxKbWl3jRGFJle4mN2UDAV7e7nNAjjeSv5VanKeZV+nBzoNgd+yYHFx4UTcsX7nOkGfX9Uw9nTKnTkbqgnz3FAkqqbgDt/nm2a3PzMKxVwqUC2F0eY1gNaVgqepwlOe2aP5CW1KNKd7hafe5v7TQumheBOPNJo53Q68rhlhAjrfjohNTJ7m0pgglIQ2886JlFdHAO+uZZUpZ4Yl/CH+srpaA4uE1dwDt7i3Ay1NYD+R4o6hbqcWg1qel4+CP/q/jzTwnUF9P2F1asBqpaWlBPSqQTuT9bNmnh9+4RlJ/6cXZapVRtqtimmsxavPSuiBHfQTkeMdLdGLqJMArwMs7KgGtIhp45/ytAK9veB+dzu6ATmd1RJzPpbV7JtxsgQTmhhDgNaef3b0FeHkKhxp4ER+PAweLeZMzafXxjo8wfOgAnH1uJ7y+ZlPQsEvTCKRT6nPzkTktz2+2nCpork6qXw4ys3DwhwOKiVp5YPq5ncCrBfKBMjwIyPEOrejE1EmAV4CXd1SiF3hvvWd2wMm/8Bf//7lYoImhIQR4DckVcmMBXp7kVgMvxXcmfLwDaQvykbh1s+ok7IQ01wMJdkcOG4Izzjoby1euRbNmzXmCaFgF0kkrX65Z4KU43qNb/6nMSMvDq3VRzdRiT3WmvWx7Zju/oQR4zasrwMvTUNKSNegkIQ2886JlFdEeXnNLC01vAd7Q6BzsUwR4ecpZBbx04ar5mBzlcpNesxt4rYZdWk8gndQucVFc7ZGtO9iZENQ8vLWdzseRbf9S5CRdswdf73VRjC6Jld02UU9uU5+reZYDhWoIyPHkFp2YOomHV4CXd1QCWgnwmhRRgNekgDZ3F+DlCWwV8GZNHK95qcpzJvUpqTi47yhvckFY7fpsJ24c1Bdt252G1Rs2m/bsuqagpxMBP10qS/zwfSjVz3JGorZDR8R/sUsZgry1dBFNrXGLQ7gyLcTt26s8Q6+kcBDy+XWhZ2bMnunO8EDrospuWk1Ajqe66MTUSYBXgJd3VKILeGf8dQm6/OpMDLzuMtC/B2rT/qT9F64F2rCGEOBlyRQ2IwFenvR6IBdoFEo7Rrf1qSVtfhvx/2nwRgZqRc8vRsUNN+mZBfU5wW7O0IHIzm6J11ZvRKvWbYIaR62TUZ0Uj+yQfu7sBgS7RfMWaGZSsKP8r2WLNzCQgBxPLNGJqZMArwAv76hEF/BSZbVLu/0KI2+8VqmyFqjNm3mXBRKYG0KA15x+dvcW4OUpbBTkXKP6puHiPC3Q7X5O/0A2dsIuPdeoTmoxtwS9rktovmtR09Pu0A+zmqv1F5DjqSo6MXUS4BXg5R2V6AJeC9YU0iEEeEMqt+GHCfDyJDMKcq5RjZS9re5xOYpnzbHtFfz3u7/F4P5XIz09HW9u3GKpZ9e1XqM6qaXzorEIeLVCG1wec2dGpuIJpiIP0dYE5Hg7JjoxdRLgFeDlHZXoBd5Jj/wNcx/6o/XJmIEAACAASURBVN8CysorMX3Oi6qfWaCJoSEEeA3JFXJjAV6e5EZBjkZ17N+rVNritMOffG0ruBHs3jSkHxITE/Ha6rfQ3iZINKqTVhoxOGJxdPMHtsE/Z0/stBGQ46krOjF1EuAV4OUdlegF3vN734Ivt77st4DjJ0pxxZA7VD+zQBNDQwjwGpIr5MYCvDzJjYKcUnnr/kmIKTvJeoCdabP279uLQf362A67tFCXTjHvbVXilunCWNVll2t6a7Vy89JY1d0uRuHb77P0izYjATnejolOTJ0EeAV4eUcl+oC35GS5MukeA/6I7ev+5rUAZ50TW7d/ir8+vxJbX/+rBRKYG0KA15x+dvcW4OUpbBR4tV7Vqz2NUnOdvG0iKB+t1Y1g96Yh16OqqkoJY7DLs+uaN+mEIUOQsH6teykUcnBky3ZN6G2ecwOS3tnkt/S69h1weOc3VksSEeNxQY6+ECSvXomEXZ+jtkMHVNw4DKX3PhARawjFJLg6hWIukfwMycPbsDuSh9fcKY3ItGTk2Q3UHI4YTL49B6Nv6mtu9Rb0FuC1QEQbhxDg5YlrBHi1ChF4PokgN6bEu5KakQIMgWZNmQ8yp92HAx++jz4AKpKS8dqbm3Bmt4t5izVh1fLT7Yi/5mq/ETxz4ZI+KQXLELd/LygOl1KwZTw8xa9P7XmdcOSD/5iYTeR25YCcVqGOslvGovjJZyJ3cRbOjKOThY+L2qEEeAV4rTi8EQm8X3z7X2VtwyY8ghULHvJaZ3xcHNq0ao7M9FQr1m96DAFe0xLaOoAAL09ePeAlOIn/4nM4M7NQnjNCtfKW3pMCVebS6+v5ecve3XHsi8/RA0AlgC0A2k/IRfHMOUaGCcq21daNiBt6o19fT5hv3fU8xO7f57Yh+Kfm+wXg+CsrNNOTBTW5U50IuOkLAeXppVY+fKSSDziUjQNygTJ8BLrUF8p12P0sjk52zyEaxhfgFeC14pxGJPC6FvbToUKc1ibbinXaNoYAr23SWjKwAC9PxkDA63vxqj4tHfVJSXAUqheOqOl0PuK//tLvwVYBryM7RfHsHgHwIYDzKB625xUoXOMfNsBbPd9Ky8PrAl7KsECV0Hxb6Z2TEHusEPHffKUUoiAvZnXPXvwHG7A0WhXNwNBsUzWQI8BNfPcdZYzqX18KVFYiZdWrqmNGYyo2tjgehgK8PNUEeAV4eSclsFVEA+/7Oz5DWmoyunU+R1nFslXvYNWG93HW6adhyl0jI8LLK8BrxTG0bwwBXp62WsBL4QMt+5AvNXCrO6096k4/HbXtOyqxugRdnl5O6m1F/t0jhw9h+PlnKLD7DwDdTk0rVMBLOjm6dUXcrs/dgpAH99DOr5UYXq3X9FaFc+jtA7dam944Zj/3BDmaU8vrevl9Qarr+EvE7m14m+fb7LzkaHZtVvYX4OWpKcArwMs7KVEMvINumYr7coej568vwHd7/oebxj2EW4Zdj48//QZndmyHGffdaoUGpsYQ4DUln+2dBXh5EmsBr5bH0nfUMp+QAurXbOJ4N/QSkB57ZYXmxS7OLIuKjmNI/6tx6IfdeM/pdMMu9fV9Pme8YGxcOsUvWaysjWJ0KWTAlVNX6wuCZ4xvMM/l9tF6fqi+ELjm6QK5uuNFaN3z/+A4dFB1CXRJLfn1FV6fhWovuZraaSfAy1NXgFeAl3dSohh4/6/veKxb8gTatmqOvy1egy+//S/yZ/0J33y/DxPy5uK9VYErsVkhkN4YArx6CoX3cwFenv5qwEuxoEnv/gPNxo3RHUTLe0tjaBVY0B3Uw4Bgd/jQgdjz/W4UPP4krtm4TkkLVh8fD2d2Nmo7nI6q3lcr8cVWPE9rbnqxztTPt7pazQUXgl7R2zkvz/mqZdAIlYfZF3gd77+nGuLhsiNPLp0R2kvyBBOYU6q3ptIEeHk7LcArwMs7KVEMvJf0vw2vLngYp7dvg1F3zELf3r9WSg4fPHwM/Ubeh0//scgKDUyNIcBrSj7bOwvw8iT2BDkCkBajc0BeWqXFxQO1NQEHOjFvAcqHj+I9zKCVJ+wuXbEal3S/TBmBcgFn3THBazSqTEaXwexqnjo16BODmgs6+8EseVpdl9TsitXVWqOSI3lqnsfzzXvXjehJz8/Y/RVqvtuN+A8/gKO0RL17TAwOHC0zMnSjsxXg5W2pAK8AL++kRDHwjr13DrIy0nBxl3Mx65ml2LD0z/hF25bY/u8v8dCTL+Htgiet0MDUGAK8puSzvbMAL09iT5BTuz1fn5qGk7l3gXLH1sfFI+u+u91AZUVsrtYsy06exI2D+2L3t19j+cp1btgle60qZnbGf2YXHUTVW28j7f7J7qIb5LktmrfAlowLvN1TtyLopgtyofIs0yzSZ89U/nBa5VXX4virazimjdZGgJe3tQK8Ary8kxLFwPvj/kN4cPYLOHDomBK7O2rodcpqHpn7MiqravD4lHFWaGBqDAFeU/LZ3lmAlyexJ/BqgeTRLdtD+rqZYHdkzhB8/uknWLS4AH2ubvj9dzWtedpVxljNo+yaCxWfoOc29eabkk1Lj7o2bXH4ix+aulwQ4OUdAQFeAV7eSYli4LVigXaPIcBrt8Lmxhfg5enHAd5Q5katrKzE8KEDNGGXVuUbK0s/o4wJB/eoX5DiKaFtpVddzk7Pstm5h6p/u+yUgI9ytmqNihuGoiRvakg9z6Fav9HnCPDyFBPgFeDlnZQoBN5NW/+Fyy4+H+lpDX95Hjp6HC2aZSI+Llb57+MnSrHmrQ/w+5x+VmhgagwBXlPy2d5ZgJcnsSfwqnkyQ3nLn2B37JgcbHvvXby8bKWfZ9e1Irrk5Jn+jGC3eOZs22KJ9WBOgBegoiBUoESrNZX8urzfOoiHlymUAK8AL/OoBDSLyDy8VFr49UWP4ryzOiiT9/1vytJw49jp+HLry1ZoYGoMAV5T8tneWYCXJ7Fv9gGC3pSCpUpnyq1LIBmKWFBP2M1fuBgDBt2guwDX5TrKhmDXHLXy27om15RSaQXaENqLFqOG/VxVLjYWqKsD7Q3FepfdNlF3P5uSgXh4ebstwCvAyzspga0EeE2qKMBrUkCbuwvw8gTmpNvijRS8VW1tLW4ZMVTx7HJhN/in8XtqFZOgESiFVtn4P5r2Kqc+Nx8pK5aBLprRmKWTp0TcJTiXYkoasY8+aEgjdtnlfnHd9HnL/36N0opaVP7KP4MFX/nGbynAy9tjAV4BXt5JEeC1QifNMQR4bZXX9OACvDwJXcCLnTuVDqHOhUqwmzt+DDasW4NnFy1heXZ5KzNvpXo5LjEJha+utqQ8sFpxD/JUH9myHXQZLpIaQW6rPj2U3LmuRunoKC2dZxOQ4+2a6MTUKSsJJ0qrUFNXz+vQSK3atUhupCsLzbLEw2tSZwFekwLa3F2A119gAqyM2bOUD5yZmTg5IReZ7Voi9sbfwrFvr/JzAq7C1RtDAr6esDvnqXzkjNAvdBHssSFQS1uQrxQ6aAD7C1EyeUrAUAit2F2rYna1UnlRPmHKKxxJTWuuvhk8BOR4uyY6MXUS4FWEEuDlnRctq4gF3kfu/T06nNZamffv734Cnv+976fDSh5eieF1orCkytwJaOS9BXi9N1gtFpXgtv7Xv4bjnX94GZOXl0CG8vKmFCxTvHr0sxPPPGcZCDudTtw+dhTWvfkG5j79rK2wS4tTyzGsl0dYzcNrZTaIaABeOjfpc2Yh+c1ViCnzLxbhexlNQI73F6voxNRJgFeAl3dUAlpFLPBy1ibAK8Crd04EeL0VMlIYgHoWz5iNzGl5XoMQIFOKMrONYHfy3bkoWLYYD8+YjXEhuNCklSc2kLdWLYbXylK9WjHCduUTDmbftHIeu8YSD28wqkqWBq5qEsPboJR4eLknRt0uIoH3p0OFrFWd1iabZWenkYQ02Kmu+bEFeJnA26wZUFTkDbYZmcor/4RTr/89PzRbhCIcsEvz18qlqxeeQGEgFAaRkhiL0ksvR3n3y80fTo8R6IsIZcaI3b9PqWZXPHNOyMMZPMM9KNSFPN/0TyqfTMCr1dRS1onnknc8RCemTuLhFeDlHZWAVhEJvBasK2RDCPCGTOqgHiTA+7NsBDRZE8cheeN6Py2d48bD8fxCr59Tqi3KqWoH8E6663bFs/vAg49i4l33BrW3wXRSK1ZhJMdwJGSzCGbdnD7Zv7kaCf/czjFVbAjMydNNl9Z8m4AcT0bRiamTAK8AL++oCPBaoJPmEAK8dqprfmwB3p811HotXde+I+r27EHV8y8icdkrSoeKfgOVnKlqRSgIdA7v/CbozXl4Wh6ef24+7smbikl5U4MeJ5iOlPYr644J7uIItBa6HMbNStFYgVcvz7Ca1oFinwXkeKdTdGLqJMArwMs7KgK8FugkwGuniDaOLcDbIK4e0FTX1KG4rAY1tU6/3fB83V7Zb4Di1eMCou9g4YRd8nDT5bvkDWtR26EjaC1GsyA0RuAlXTJmPYrUF55j/yaSV/zYKys0s1sIyPGkFJ2YOgnwCvDyjooArwU6CfDaKaKNYwvwAhR/mrJ8qbtymprcgYDXqu2Z9eiDyH9mLnLvnIQp0x+zalj2OGrhDJQ/Vu2VvNagXOCli2hUqc5RXIyK/gNRnjPCtipwbAE0DPUupHl245YGFpDj7YroxNRJgFeAl3dUBHgt0EmA104RbRy7qQMvVfDyzbLgK3ftL89A/aJFKGl5GqratbdlN+bOnom/zJ6pZGKgjAzhaGr5dI3E79KcOcCrFgZS3bMXCBbD2ZRy0csWKxBe17YdSpXY6XpkD76eNS0qD3x06w7FlkJDmo/JUd4cUKMvDcUz/uyGegE5lqQQnZg6CfAK8PKOigCvBToJ8Nopoo1jN3Xgbdm7uzteVVVmhwNwNoQxULqxonkLDL/m19u++U8/iccfmx5W2NUK6SDgpdRrSRvXKVXNqi67ImB1Mw7wanlMKZUbaRyOppWOrrr7ZUjY8ZHmlOpT01B9UVdU9huI8uEjFVimfLwpr/4dqKvz6ueZqk1AjrfLohNTJwFeAV7eURHgtUAnAV47RbRx7KYOvFpVwijHa/PRw/xg2FVswqotoctpFLdL1dOosEQ4m1pKsrrTf4nYH//rnpZehTkzwGs2lZsZ7bTyD2uNWXrnJJy8a5IC6OTNpZhnalRW2OXV9e3r6S0XkOPtlujE1EmAV4CXd1QEeC3QSYDXThFtHDuUwEvhA/Ff7lLSNVX1vOLUqmJQn5ER9CUvs9KoeRtdWRbsLpnrCbtUMthB3uQQNrqM1WzieCT851+oT0xCXbt2iP/qS8SUliizIB0o761vo8tsx5e8qjpTDvBmTRzvFy9tZWW2YCTUyj9MY1G2BYo3djXS5cjWHcrlvsxp9ykV9qhRSAOlqdNqArzGd0aAl6eZFJ5o0EkKT/DOi5aV5OE1px8kLZlJAW3uHirg1bv4Q9kAKP1VqBtdniLoiykpdj+a5kHzUfP6mU055noI5dilXLvk2SXYTV/4N+XLQH1mJir6DQDFtNrdWl3WDXHfeadPq7r8CpROngoCUNJELX41UFwvB3jJA+rpPadnFc+cbehynNXaqF3Ycz2DYotpjslvvIaktasRU1uHmnPOReI/tyPmZCl7Kp4XAAXkeLKJTkydxMMrwMs7KgGtBHhNiijAa1JAm7uHAnjJA9b2zHa6KwnXK20CsNj9e5X4S/LSUawqNbW4TitK5hLsUsng/gMG49lFS5A9JkeJkfVsLujWFc2EgaoHOzYWpZPuV6qmUaMMFr7NrIfXNR6FAhBUhwLu9WSiubT43Y1wHPQuCe2C++TXCtDs9j/oDaP6ubNNW5SN/oOSrs7VBOR4UopOTJ0EeAV4eUdFgNcCnTSHEOC1U13zY4cCeAmaODfdQwF5RhUjDzC9pqaSuSfPuwBlfQcYHcLL3hN28xcuRlxcHKzIjsCdFK2HLlUR4AXb1FJv0ZcGynaR9NUu1KZnKiErJZOnhO0SWrBri9/+AZLf2oD61FQlpINSpiXs2I7MqfciziOWWWv82k7nI+7rL90fa3nDBeR4OyQ6MXUS4BXg5R0VAV4LdBLgtVNEG8cOBfDS9LXiYT2XVvRUPuIOHoAzM0speuDytNq4fPbQnFf1eoOte/MN3D52FK7scw1eXrZSgV0Cz5Z9evh1NZoOLNCz6QtHxuxZDd5aRyzg9M4e4NXXIyuF58/JO+nMyFRCPdT2RS3bhRXecD1N1T6nNwrxX+xSvqhUX3Z5UPHhFG+e9tw8xP5vv6EpuMIWSGt6W6CVdUJAjier6MTUSYBXgJd3VAR4LdBJgNdOEW0c207gJWhIdr2qryhHwif//nklMTFAfb37v51ZWXCcaLj842qR5PE1C7wEu7njx+CKK6/CosUFSEpKcq9T7cJUoLABI8eB4K9Nt1+5L1YF/tsuRrm8FlNZ4Wd2oLA8YNdQeqkDTYTW65spwWh8uF68ue/z6csJNbrcxi3SISDHO8WiE1MnAV4BXt5REeC1QCcBXjtFtHFsu4BXraBD9cWXoOTBR5XVOLOaIXn9m3AUn0Bt+47I+PMMd3YA13Kt9HKaldAM8AaCXZqXbyEGepVeuGaTJR5ubjhJfUoKjm7cgownHvOLJ+bsQ6QAr1Y+XW58ODfe3HWe6Bwf+v4nw8dLQI4nmejE1EmAV4CXd1QEeC3QSYDXThFtHNsu4NXykml5CtWAyaqMCFbIFyzwbtn8Nm4ZMRTdLr4Ey1eu8/Lses7LdXGOfhboVbjRtXCBl8al1/H07Kw7JrjTa9EekKed8g+7GkFh2oJ85WJbTecLUT5shJJ1wTeFGXk8T8xfaHTKpuwzp05G6oJ8vzG4JX+N6EXV2IoWvozqHpcbnrOAHE8y0YmpkwCvAC/vqAjwWqCTAK+dIto4dqiBlwo6qMWAqr3W53gWbZTGa+hggJdgd+yYHFx4UTcsLViN1LS0UE1XiQ1OWbEM8f/6GAlffAZUVek+2zNtliu3rG8MqlrIAA18bPkqZMx82A3KFJJRNH9hyC+taXl4XYt3tmqNunangSqkUbGI0slT/M5joHjz2jPPxpF/Bn/hzzUPATnd46gYiE5MnQR4BXh5R0WA1wKdBHjtFNHGse0CXqPFBdRCIKI5hvfjHR9h+NABpmGXPI5G03apXoSLjVVK3VI+Wco84FlIwXW8OK/9tTygrgtqwXwxsPJ4k6e8Ve/uXnmVA41P2pL317OpnUX6nDy5x5a+agnEC8jxdl10YuokwCvAyzsqArwW6CTAa6eINo5tF/ASeDS7YzwSTuVzJdA6tmRFQHgjUKN8tPUJCajtcDpijx5RXrG7LgXZKIPu0EZAjmB35LAhOOOss/H6mk1BeXZ9X82X3TYRxTNm686TDLS8nJ6v9T1taG9K8qaCnqHXIh14af509lxAn/b0XMRUVQZcllqYDY2R/NpyxP13D2q6/h/Khw6zBHRdExGQ0ztpDZ+LTkydBHgFeHlHRYDXAp0EeO0U0caxzQAvwU9d+47KK2EChMSPtiGmuNgrpRi9AqeCDtwUY1bcsrdDLi7wesLu8pVr0axZc8PT0UpV5hlyoDYo9WvIsfu5UkjDt3HjWANNWGtuBOMEzFydDIsSZAe1anm+Qx384YClMMuZqoAcRyUBXp5KgJQWblBKSgtzT4y6nVRaM6eflBY2qZ/d3YMBXsoqkDntPneqK2d2SzgKj3pNVQ/OtNZl9pa9XXpxQG7XZztx46C+imc3WNil+Wu9UtfKa6tcInt6LtLpslYAbyYnZIGjn6/32TPWmqMT5xlW2aiF1niOHa6LkQK8vB0WnZg6iYdXgJd3VAJaCfCaFFEqrZkU0ObuwQCv2gUz32nSZSfynBltZm/ZG30e114P5Ah2c4YORHZ2S6zesDmgZ5cANaVgGRI/fN9dZINyxboaVUOjrAe+TQ14uXl2yybkonjmnMB/2RWfUPImk7eesjLQxTOt5soqQeEQnhkc9HTi6m2VHemTMXtmQ2hNXR1ijxXCceSwMjzBLl2sMxojbcXcBOR4KopOTJ0EeAV4eUdFgNcCnTSHEOC1U13zYxsFXiNpm/SKFajNnhN/an7VxkcIBHKesPva6o1o1bpNwAeopWzzvKCnQGzXTn4XrwrXvaOUvPUETN8cvr4Prhg4BCWPPK4bUqJc9urTw6tAhdGCDfTsSANe4zsdmh4CcjydRSemTgK8Ary8oyLAa4FOArx2imjj2EaBl8CodbdOujMiz9/BPQd17XwN1G7ZR0J6Mi2Q+373txjc/2qkp6fjzY1bdGFXq7BB9aU9ULh+s1sOJR539kw4SopB9ejid3/3s2eyQ0ccX1yggK9eGi5uaIlVoSThAl7Pqn6Ubqx4xp9DHpdr5LALyPHUEp2YOgnwCvDyjooArwU6CfDaKaKNYxsFXppKy97d3flWtaamFW/KWYqrsAHZOjMyWdkDOOOasVEDOYLdm4b0Q2JiIl5b/Rbad+io+witS1/UUSsTQ/NRN/tVPyPYpZhcrfAHGs9I4QetWFejF93CAbyqVf1U0o3pbk4IDQTkeGKLTkydBHgFeHlHRYDXAp0EeO0U0caxgwFeJS7yselIfXmR38zCGRdpo0x+r+qDgV3X/ALFQKtdLNMqhOAKGfENkfD1FnN0iWYPr9Gqfhw97LYRkOMpLDoxdRLgFeDlHRUBXjM6LVv1D7y+/n3s/d9hNMtKx80De2P8yJ8v4EgMrxl17e+rB7wUI0oXrBRva2amkgvWlWIs0ssBW6mep+dy/769GNSvjzI8hTFwPLuec1Hibu+9U7X6mSu9l6e9Vmotz4toFFvtasFcwrIqlCQcHl4t4NWq6mfluQh2LAE5nnKiE1MnAV4BXt5REeA1o9Nfn1+JS7qeh3POaI89ew/iTw/Nw325v8Pgvj2VYQV4zahrf99AwKv2upxgl0BC61U63ew/vuRV+yce4ie4QG7Pnv/ipiHXo6qqCnRB7ayzzw1qJumPPoj0Z+b69fWtLkfe9Bajh7kLePh2sBLq6FnJG9Yidv8+peCHZ+YI7iLDAbxGq/px12KnnYAcT13RiamTAK8AL++oCPBaoJN7iIeefAmxsbGYfvdoAV4rhbVprEDAGyiu053qyWdeVuV6tWm5QQ9LILfr6+9xw4DrTMMuTULt8h9d9Du082uvy1Z68dJGY2yDFoDZMRzA6/ulgFPVj7kc28wE5HjSik5MnQR4BXh5R0WA1wKdlCHq6+vx21sfxLDBVyFn8FUCvFYJa+M4gYBX7bIUTYUgq9nE8Yon0LcFk4rMxuVZNnRtRRGu6HkZSkpLsWbD5qA9u54TojCElOVLEbd/L2rbdwRd9POsSKdVgMJzjEj7guEJvLQ+3zy9lm2IykBGq/rZORe9sQXk9BRq+Fx0YuokwCvAyzsqArwW6KQMQeENH3y8C3/Pn4aEhHjlZ+VVtVYNzx7H4YhBUnwsnM56VNbUsfs1RcPE+FjU1DrhrKfkV94tbt4zSJg8yfuHsbFwXtodMXt/RMxPP3l/lpmJ8sOFjU7Gw4cOof/11+LIkSNYu34jLurazfY1Jt50I2LXvhnwOc5evVD59s+pzGyfFOMBdJ7qVr2BhHG3AidONPRIzwBiAJSUwNnrSlTPeRL1XS5ijNZ4TUin6lqn4iQIVQvdk6xbEf09Tjqp/f1k3VOifyTRqWEPUxLjon8zw7gCqbTGFH/R39dj9VsfYPHTD6BFswx3r6LSauYI1pnFxcYgPSUetXX1KC2vsW7gRjhSenIcyqtrqQiVaksbPhTx69eyVl75wDRUPPAgy9YqI8feHxG/YR1iTpxAzW8Gou7CLlYNrYxTdPw4+l3XG4WFR/HG2o3o3Nl+UIvb9h7Sf3Od5jpqrrkWNdf0RdUf77B0rVYMlp4Sh9gzzkDMvr2awzk7no4Tu7614nFRO0ZGShzKKmtR5wzdEug7R7Q1Ok+kkzOEOkWbRjTf9NR4lFfUhPQ8RaJOzdITInFaUTMnAV7GVr386lsoWP0uXnlmClplZ3n1kEtrDAHDaKKXpcE1NbVMAfXpGSi5b5pSHIEuq3lWAAvFktQuzpnJ/+s756Ki4xg+dCD2fL8bm9/dgjPO7ax4w+1ugYpJUBGOY6+siNiiChTSkBAfqytRpIVi6E7YYgN5Vc8TVHRi6iQhDYpQ7Vok8wQTK1UFBHh1DsayVe9g0d/X4aWn7kfb1i0Ua4fDgfi4hv/pCfBG9m8WF3j1csGGY5Vq6ajqM7Nw8IcDpqfjCbtLV6xG/759UFxWExLg1cqAcTL3Tyh5ZJbptdk5gAAvT10BOdGJpwDPqqUArwAv76gEtBLg1RHxmmGTcPDwMS+rq3p2xbyZdwnwWnAA7R6CC7xqF9jCXfJXKz+t2YtzZSdP4sbBfRXPLsHuJd0v8ys8Yee+0OWrVr27e10KVMvgYOccgh2bgBdDhiAhQBgMFSc5vPObYB/RKPoJ8PK2UXRi6iTAK8DLOyoCvBbopDmEeHjtVNf82FzgpZK4WXdMcJcUpjytJ+YtCHkYg+eKVT28GZk4uOdg0MIQ7I7MGYLPP/0Ey1euU2CXmh3ptghsqagH5b6t7dAR5Tkj4CoaoXy2fKkSLkLt5ITciA1j8NqTzESUHDiK+CWvIHnjWqU0dExFOeJ++F4BeAp9obCTUIe/BH0gbOooIMcTVnRi6iTAK8DLOyoCvBboJMBrp4g2js0FXhunEPTQVsfwesLuosUF6HP1zxfH7ADellf3RPxnO73WH2l5dY1ujh06GZ1DNNgLyPF2SXRi6iTAK8DLOyoCvBboJMBrp4g2jp2dkYDi8tqQxKbasQwq4EDgm/jh+3CUlgD1QEX/gYq3lOJ5ua2yshLDhw7AJ//+GC8vW+kFuzSG1SCXNekOpCx+wW965TkjcWL+Qu60I87Oap0iboEWTUhAjiek6MTUSYBXgJd3VAR4LdBJB9Z+bQAAIABJREFUgNdOEW0cO9qBl6RRy2pgBBwJdseOycG2995F/sLFGDDoBj/FrQQ5tSprrgeGOy7ad+E017SF+UjY8RFQW4v61FRUXXmVZoiFlTrZeOzDPrSAHG8LRCemTgK8Ary8oyLAa4FOArx2imjj2I0BeNVieUkyzuU1Duya8fBStbG0BflwFP8ci+vMzET24OtVd9XKtGp6x4bispM2rlPMnJlZKJuQ69WF4ojbdPsV6J++jSrCHf7ka1u/GOjNP5o/F5Dj7Z7oxNRJgFeAl3dUBHgt0EmA104RbRy7MQBvsNkaamtrccuIoXhvyzt4dtESVc+uS/pgPJfkHW3Vp4cfMBY9vxjNxo3x21Vni2wc/vhzQ6EYwR4NAnFf6KYLcxRD7GpqNp7PU4s3DkanYNcQzf0E5Hi7JzoxdRLgFeDlHRUBXgt0EuC1U0Qbx24MwKuWMq2uZSsUbnoP5IlUawS7uePHYMO6NZjzVD5yRvgDqGe/YEBOK58ueXEp5jjhw21eUwtlMYasieORUrDUTxry2ro0S1m+RMnModUEeIP/xRSQ42knOjF1EuAV4OUdFQFeC3QS4LVTRBvHbgzAS6/mm48e5pW31iWZWoiA0+nE7WNHsWGXxgoGeLWAkeZEacYo7Vjc/r1KOEGoK9VphYF4Qizp2rJPD83Tpwbowehk4/GO2KEF5HhbIzoxdRLgFeDlHRUBXgt0EuC1U0Qbx24MwOuSJ+OhB5CW/7SfWp5gRrA7+e5cFCxbjLlPP6vr2XUNFgzIaQHj8VdWoLL/QBt3VX/ozKmTkbog38+QqtR5ZrfQstOKNQ5GJ/3ZNj4LATnenopOTJ0EeAV4eUdFgNcCnQR47RTRxrEbE/CqZWsg6VxeS0/YfXjGbIy7bSJb2WBBLvW5+ciYPRMxpwpI0MWw4plz2M+1y5Dii8nLS8UgXE0LYunSWvwXn8Nx+DCcrVuDqr5pFY4IVie71hmp4wrI8XZGdGLqJMArwMs7KgK8FugkwGuniDaO3ZSAd9JdtyueXaOwS/KbBTmCRiN5gW3ccvfQLpClHwSCWCNzMauTkWdFs62AHG/3RCemTgK8Ary8oyLAa4FOArx2imjj2NEGvIHAUS2EoK59BxzZugMPzZmF55+bjwcefBQT77rXsKIckKOsBkAMai7oHHFwa3jBQXbg6BTk0I2qm4AcbztFJ6ZOArwCvLyjIsBrgU4CvHaKaOPY0QK8FBqQOS3PrUTZbRNRPGO2nzIEvZR9gF7BV/XspVwOc8HuPXlTMSlvalBqBgI5JTxgyPWgfyre0swsFM/4M8qHjwrqWdHcSYCXt3sCcqITTwGeVUsBXgFe3lER4LVAJwFeO0W0cexoAF6ty19qabF8pZr16IPIf2YuzMAujakFcuRxbnHjb5Dw6U6vRxP00gWwptYEeHk7LsArOvEU4FkJ8Dbo1K5FMk8wsVJVIKa+vr5etAlegQPHKoLvHGTPhHgHsjMSUV3jRGFJVZCjNI1uwQIvQWhth44heXXv69117YxeVbK5s2fiL7NnIvfOSZgy/TFTG6oGcs3GjUby6lVAvVN1bM9KbwTGVHEt8VTuXdKOvMCRFtdrSiQLYp3NPj9a+gvw8nZKdGLqJB5eAV7eUQloJcBrUkQBXpMC2tzdKPBSbtnMafe5q4dRda5jrxSYAjcaM/7LXcpKay64EOU5I71WHSifLUGvWnPBLmVioEtqZpsv8OoVZaDneQKvWnovSk1GKcoaUxMPL283BeREJ54CPCvx8DboJB5e3nnRshLgNacfBHhNCmhzdyPAS17KNt1+5Vcql2JpKabW1cgjm7JiGcgLTEBckjdF+adaU0sl5uu5VUr09u7uTu3lGsezKpjn2POffhKPPzZdybFLuXataL4gl3XnBKT8fYnm0HWn/QKHP/tO+Zx0a3teR6Cmxs/eE4qtmGe4xxDg5e2AAK/oxFOAZyXAK8DLOymBrQR4TaoowGtSQJu7GwFeykKQPfh6vxlV97wChWs2KT9XK6dLr+2PbNmuWua3ddfz/CqkUWlbglnPRs9Oe24+HKfy2ZbkTVWFaMrE8PC0PAV2qWSww+GwREFfkGt1WTfEffeN5tiVV12L8t+PQ9VllysX6NR0o84CvJZsT9QNIsDL2zLRiamThDQoQomHl3detKwEeM3pJx5ek/rZ3d0I8GpdHqMQhBPzFypT1Sv+4LuedtkpqksMBgTtgl2aYMtPt6P6nS1wOuuVUsCpLz2PuO8bPLiBGsF+0Zyn0Xz8GD8zyn17cM9BvSGi6nPx8PK2S0BOdOIpwLMSD2+DTgK8vPMiwGtOJ83e4uG1SViLhjUCvPRINY+sZ6lco8Dbsnd3xQPq2SiO9+jWHYZWSAUlqLDEgEE34NlFSyzz7NIk1DzbFLIQ+9P/WHOk6mpqZXxP5v4JJY/MYo0RLUYCvLydEuAVnXgK8KwEeAV4eSclsJV4eE2qKMBrUkCbuxsFXoqnJaiN29+Qc5a8u575ZlVDGjIyleIPFKrg28i+2cTx7vhc8noWzV8IutDFbQS7k+/ORf8Bg5G/cDHi4uK4XVl2zUfdjKSN63RtCdR94Z06UchHRb+BXnmEK/sNwPElr+qOGW0GAry8HRPgFZ14CvCsBHgFeHknRYDXCp00xxDgtVVe04MbBV7OAwmIKd42pqQYVOmseOacgADrWeKWoNFIqq51b76B28eOsg12ab3Zg/si4VQ6Mc/102U9iimmLwE0bwLbln16+ElEHl7SgBp5i42ukaN5pNgI8PJ2QoBXdOIpwLMS4BXg5Z0UAV4rdBLgtVVF+wa3A3jtm633yAS7uePH4Iorr8LLy1Za5tl15cylp1G8bsJ//oXkVf7eWIozJg91+pxZSkYKxYNdX+91CY881lre7VDpFMrnCPDy1BbgFZ14CvCsBHgFeHknRYDXCp0EeG1V0b7BoxV4PWF30eICJCUlWSKSWuq1unanITbWAezf734GeXfLh49UTdNWNu52OJs1hzMjU/Fsq4VyWDLZCBxEgJe3KQK8ohNPAZ6VAK8AL++kCPBaoZMAr60q2jd4NALvls1v45YRQxXPrpWwSyprVXWrXfwKTrZog9o6J+rad1QgVitNm2cIg307F5kjC/Dy9kWAV3TiKcCzEuAV4OWdFAFeK3QS4LVVRfsGjzbgJdgdOyYHF17UDctXrmN5dslrmzFnlhJ+4CguRlXPK1A6eQpqOnfxE1Yry0Tdg9NxfNIU1NQ6lfCFmJISxB4+hGYq6cYEeGsUnaRpKyDAyzsdohNTJ8nDqwglacl450XLSrI0mNNP8vCa1M/u7tEEvJ6wu7RgNVLT0ljyqEEswe7RLdv9+muVDK55ZzNOXNwTmb+51vsCW0ICUF3tNc6JeQu8MlewJtlIjMTDy9tIATnRiacAz0o8vOLh5Z0U8fBaoZN4eG1V0b7BowV4P97xEYYPHYCzz+2E19dsYsMuKaeVZaH2jDOBesDZqjXo38vG/1Hx+vrmBqbsC9i6FVXPv4j0P47z24zaM89G3A+7lYwUlKKNSiM31SbAy9t5AV7RiacAz0qAV4CXd1IEeK3QSYDXVhXtGzwagJdgd+SwITjjrLOx8tEn0Gr/XtS274iaCzqzUphpAa+vqpQO7dAnXyljUnyuq1X37AUCudoHH0LKEzP8NoMusJXdNtG+TYqikQV4eZslwCs68RTgWQnwCvDyTooArxU6CfDaqqJ9g0c68HrC7tpefdBx3l/cYhCYHtmyXTcLQubUyaqVztRU1QpHCAS8hWveAkGxNChfDIrLJIZX7ywI8Oop1PC56MTUSWJ4FaEkhpd3XrSsJIbXnH4Sw2tSP7u7RzLw7vpsJ24c1Bdt252G1Rs24/yzf+EnB1V6OzF/oaZMdMGMKqXF/u/nlGKBNKVwBLWQBAK50q+/R4sLz/XqTnl2D+38muVptnsvI2F8AV7eLgjIiU48BXhW4uFt0EmAl3deBHjN6aTZWyqt2SSsRcNGKvAS7OYMHYjs7JZ4bfVG/OL775A9+Hq/VVN8beGaTZpqtD2jrbtsMUcyusimlr3BBXLYuRMpBUuVEsJVPXsppZWbUp5dPQ0FePUUavhcgFd04inAsxLgFeDlnZTAVuLhNamiAK9JAW3uHonA+/3ubzG4/9Vu2G3Vug0otVjbM9v5qVHZbwCOL/GvgkaGWnlytSQNlE5MQI53EEUnnk4CvKITTwGelQCvAC/vpAjwWqGTeHhtVdG+wSMFeAlOM2bPwrfl5bjui8+R0KwZ1mzZDoJdV6PQhKSN67zECBQ/S+EMLfv00BXPVTWNYoK1moCcroyKgejE00mAV3TiKcCzEuAV4OWdFAFeK3QS4LVVRfsGjwTgjd23F627dcI3APoAoCLB76ZnIOW9f/qFC1Ce3Nj9+xRByLurFn7gqVbrrue57f1UTExE4atrWBfOBOR4Z1B04ukkwCs68RTgWQnwCvDyTooArxU6CfDaqqJ9g0cC8FJhiGOzZ4J8sQS7WwCcDsBIAQfyEMd/sQs1F1yopCtL/HCbEmsbe+AnJRwi7r97/ESsPescHNnxKUtcATmWTOLh5ckkMbyiE1MBnpkArwAv76QI8FqhkwCvrSraN3gkAO/xqZMxcEE+KgFQ7TOCXWrc/La+oQ7O7JZwFB71Eq0+ORkxFRVeP6u4YShqzz5XgeTK/gMDiizAyzuDohNPJ/Hwik48BXhWArwCvLyTIsBrhU4CvLaq+PPg9Prf9UpfqQBmsoUbePfv24ubr++N6iOHFc/ueR7r0cqY4Llkbpwu9Sn/3SjE7f0RjsOHEff9d17KaaUjcxkJyPEOmujE00mAV3TiKcCzEuAV4OWdFAFeK3QS4LVJRQK6mJISZfS4b79CVt7d7idROqzC1W+ZSosVTuA9cvgQBvXrg6qqKmwYMBj/98IC99r0ANRlaCQTg+uCm1pcL2l5+JOvNXdRQI53wEUnnk4CvKITTwGelQCvAC/vpAjwWqGTAK8NKlJsK/0J1PQKL+hNK1zAS7B705B+KCw8ijUbNuOss70LOujN2yjwUoGIg3sOKt3aZaeoDn+gsFyAlyu8hp0AL09AAV7RiacAz0qAV4CXd1IEeK3QSYDXYhVdmQv0hq3p0hVHN3+oZ6YNchkJKC6vRU2tM+gxjHb0hN2ClWvRuUtXo0O47ZuPvAlJb60P2J9gt3jmbJQPH6XYtezdXSkc4dkojvfo1h0CvEHvRENHAV6egAK8ohNPAZ6VAK8AL++kCPBaoZMAr8Uqcl/VV1/aA4XrNwf99FB7eIuKjmNI/6tx8MBPeP3NTaZgl/Ol4OSd96Bk+gwvfZI2rEWziePdFdgIiIvmLwx4cU1AjnfERCeeTgK8ohNPAZ6VAK8AL++kCPBaoZMAr8Uqci9jlTwwHScn3R/000MJvAS7w4cOxJ7vd2PpitW4pPtlQc+bOup+KYiJwcHvf4JaQYmGy397lefXte+oGwctIMfbKtGJp5MAr+jEU4BnJcArwMs7KQK8VugkwGuDigGLJgCo/eUZOPKvL0w9OVTAazXs6gKvw4FjS15FVd/+pvRxdRaQ48koOvF0EuAVnXgK8KwEeAV4eSdFgNcKnQR4LVKRLqmlLchXiiU4M7PgKD7hN7KzbTuU5v4JZbdNNP3UUABv2cmTuHFwX+z+9mssX7nOtGfXtWjSqE2XcxFzstRLh/q0NBz88YhpbTwHEJDjySk68XQS4BWdeArwrAR4BXh5J0WA1wqdBHiDVJGgLXnjOiiv2H/6H1KWLdY5kTE4tvQ16zyXNl9aI9gdmTMEn3/6CRYtLkCfq68LSqnk1wqQde+diCk7qfR3pS2j0I+sO29D3I97gLo6VPXshePLVwX1jECdBOR4kopOPJ0EeEUnngI8KwFeAV7eSRHgtUInAd4gVVTLGOA7VOV1/VCfmor6xCSU3DcVzvYdg3yafzc7PbyVlZUYPnSAadjNunMCUv6+xG/yRkoPmxVMQI6noOjE00mAV3TiKcCzEuAV4OWdFAFeK3QS4A1CRd1LV6fGdBVMCOIRul3sAl6C3bFjcrDtvXfx8rKVQXl2yfuddd/dSF65QnUd3OIUuiIwDATkGCJJWjKeSJQaLzMRRSerUVtXz+7TFA1FJ96uC/AK8PJOigCvFToJ8BpUkWCudfeucBw9HLAnpcw6snWHbhYBg493m9sBvJ6wm79wMQYMusHw9CjEo/noYX75cj0HEuA1LKvtHeSLAU9iATnRiacAz0qAV4CXd1IEeK3QSYDXoIqpz81H5rQ81V7O5i3gOH4M1T2vQEneVFT37GVwdL651cBbW1uLW0YMVTy7wcAufRFIevstNJs4TonJDdTs9Hz7PjcSQS5l+RIkfPQB6jMzUXXZFQHzCPNPhDnLSNTJ3Irs6S3Ay9NVdGLqlJWEE6VVqGnibwzatUjmCSZWqgrE1NfXyzsnE4fjwLEKE72D65oQ70B2RiKqa5woLKkKbhCbe2UP7ouED7epPuXYspWWXUrTW4aVwEuwmzt+DDasW4NnFy0x5NkleMucmucuBqE379JJ96P0gel6ZpZ9Hm6Qo/AXyt7hKC5GTecLgcpKpL68yGt9xTNmW5K5w4xo4dbJzNxD2VdAjqe26MTUSYBXEUqAl3detKwEeM3pBwFedQEzp05G6oJ81Q8Pf/K1bSEMvg+0Cng9YXfOU/nIGTGGfXKU9GJdO7Fgt+60X6Dob4ts9XqrTTycIMeN9aY3AoVrNrF1t8MwnDrZsR67xhSQ4ykrOjF1EuAV4OUdlYBWArwmRRTgVRdQC2JCmXmAZmYF8DqdTtw+dhTWvfkG5j79rCHYpTlwgc7Zpi2Obng3ZF8GPHcuXCBHadea//53iP3xv7q/iTUXXIijW3fo2tlpEC6d7FyTHWMLyPFUFZ2YOgnwCvDyjooArwU6aQ4hwKutLoFeyvKliPvvD6j95ZkonjlbtQyunftjFngJdiffnYuCZYvx8IzZGGewGEbShrVofutIoKYm4DJrzzoHR3Z8aqcUAccOFcjRmch4/FHE7fkBjiOBLzT6Triy3wAcX/Jq2DRSvkBlJqK4rAY1tc6wziPSHy4gx9sh0YmpkwCvAC/vqAjwWqCTAK+dIto4thngNQu7lImhdY+LgCrtOGu6wFc5cAhOzJ1nowr6Q9sNchTWQfG5rbt10p/MKYv6tHR3lTnK5kGX+Go6d2H3t8PQbp3smHM4xhSQ46kuOjF1EuAV4OUdFQFeC3QS4GWISK+nY/+3H86MTCUDQyQ0M8A76a7bFc/uAw8+iol33WtoOeTZbTb+FsRUBr7USAB3fHFBWMIYPBdkF8gpIQtjcpRKe0YaXVCr7D8Qsfsb+lE4Q31mlpEhbLG1SydbJhvGQQXkeOKLTkydBHgFeHlHRYDXAp0EeHVEbD7qZiRtXOe2quvQEUe2bA87pAQLvA9Py8Pzz83HPXlTMSlvqqEj1PKKXyP+6y/ZfcpzRuLE/IVsezsM7QK51l3PQ+z+fYamHOo4byOTs0snI3OIBlsBOd4uiU5MnQR4BXh5R0WA1wKdBHgDiEhevJZ9evhZkIeOXmNTc2Zmgrx2BMKhbMEAbzCwS7GpiR9uQ+riF+A4fMjQEhtz9oF22SmGtCibkIvimXMM9QmlsQAvT20BOdGJpwDPSgpPNOgkacl450XLSrI0mNNP0pIZyEJAr++PbtluUnFj3Y0C76xHH0T+M3ORe+ckTJn+GOth3CwMiI1VLTbRlIG3PjEJVVddg/IbbkLlb29i6R1OIwFenvoCvKITTwGelQCvAC/vpAS2EuA1qaJkaeCn3SKpKQcvtZSCpco/q3peYWvOWSPAO3f2TPxl9kwlEwNlZOC2QEU2PMeouupaxFRV+hXkiPaCCgT8QAxqLujsF8LiG+pCeoSyZDJ3D7l2Arw8pQR4RSeeAjwrAV4BXt5JEeC1QifNMZo68NLt+4w5s5Dy8iLEVFb+rJOGN/PEU/nIujvXS087X2NzgXf+00/i8cemG4Jd99r/voRVVII8ucdeWaFUFEtUIBGg+N3y4aNsPaOcwbVAzgWz9RkZfhkSfC+k0aWyonkLvEoAk0ZUYS7u1OWzqp69cHJCbthjuzmaqNkI8PKUE+AVnXgK8KwEeAV4eSdFgNcKnQR4NRRQq6hW174jKvsP8Ku0RqmlqGysWsnhA4XltuwTB3jpchrF7VL1NCoswW2tLums5JPltkjII6s1V1+QI1BtMTpHKZrhamW3TVTisF1NzXtL0HvwhwNcSaLOToCXt2UCvKITTwGelQCvAC/vpAjwWqGTAK+GAi17d0f8F5/7fUrQ02zieHfmBoLdY0tWIGP2zIgCXk/YpZLBDoeDdV5aXtMT8Z/uZNm6jKIp+0Dqc/OROS3Pb30Ug13boSPi9u1VPg/llxdDYttkLMDLE1aAV3TiKcCzEuAV4OWdFAFeK3QS4NVQQCvtVPWpV9eUqcGzqXkF6fNweHgpxy7l2iXPLhd2lTCGh6cidclL6ookJqJo3kI4U1OR/PqriDt8ULGLlNAFrYPsC3Lps2eC/vg2F+wqP4+NA+pq/Wzs2ktbf5GZgwvw8oQS4BWdeArwrAR4BXh5J0WA1wqdBHg1FMiaON59AU3NpGTKQ6i69np3/Ce9Im8xaphXzKudl5i0QhoIdqlkcP8Bg/HsoiUsz27SmlVoPnYUUF+veR5qLuqGo+98YOuZs2NwLvDqPTsScgrrzdHM5wK8PPUEeEUnngI8KwFeAV7eSRHgtUInAV4NBRpiPYepvtr27EIXs+iVPjWqukWXtmKKi5WKbHaWi1UDXk/YzV+4GHFxcbpnJGH7B8geeJ2u3bHlqxTAj7bmC3JJq15D8/FjWMuo7NsfcDhAF9IozrcxNwFe3u4K8IpOPAV4VgK8Ary8kyLAa4VOArw6KlIp3eajhwW0ovhPO+FW7eG+wLvuzTdw+9hRuLLPNXh52UoW7NK4bTu0REx5WcD1RbN304yHl+K1I6Hsr62/6KcGF+DlqSzAKzrxFOBZCfAK8PJOigCvKZ22//tLPPvKGnz13Y9o3bI51i95wmu8pp6WzCUGeW1bd+sUUOvCNW/ZmnNXD3gJdnPHj8EVV16FRYsLkJSUxDobnMISNZ1+haPb/s0aLxKNggXeSCiaEUo9BXh5agvwik48BXhWArwCvLyTIsBrSqfPvvoB+w8cQeHxYry2dqsAbwA16WY/ZWGIKWkoJ+zbwgm8b6x63RDsUqhGQ77cbaB/V8tE4Vpf5TV9UTr14ZB7r40ebPpSQgU/aC01F1zolQ/XF+R0v8DExqJi8I04MeevTca7S3oL8PJOnQCv6MRTgGclwCvAyzspArxW6IRNW/+FZ154XYCXoaYaLIXLE0ghDW+8uQEjc36LbhdfguUr17E8u2r5hf2WHhePQ//6HM72HRmqhNdEbU/qOnTEsSWvInn9m0hJikNFcjpKb/6dG2ApTCVtwXwlPrv60h6oPfNs1Kenw5mZpWSdoP6uRraJH9GXg2IFpqmYiFojbzl9iaBGeYlDHeJidhcEeHkKCvCKTjwFeFYCvAK8vJMiwGuFTlELvJ6AYXcZX0+hXd5E+pkzIxPlw0eGxRP4n+1bcPNNN+LCi7phacFqpKalBTwPyoW6j7Yhc9p9iDlR5G3riAWcdXC2bIXy396EkplzLDlboRhEK81YfUICYqqr3VMgiD2yZbvmXpEXP21hvnLxkGC1dPIU5d99c/Z6xjPTGXSUlCDpnU1IWfyC13KPv7LCqzJbKLQw8wwBXp56AryiE08BnpUArwAv76QI8FqhkybwOgOkqLLkwRqDOGJilE8CPT/mkUdAfzybc9UqYMgQO6cWMWN/8MEH6Hvddbj44ouxfsMGpBHs/vgj8NlnDXPs0gU4/fSf5ztiBBzLlwecv9PpjJj1aU7k00+B4lNhJVdeqZjFPPAAYv78Z9bc6999F+jd2992xgzETJ/u//MLLgC++MLv5/XHjyPmqqsAmo9Wu/JK1G/ZwpqXGIkCokBoFdBOwBjaeTT83w6IlPmEdvU/P831//1wPT/anxtTXx8mYosy5bRCGg4eqwj5ShLiHWiRkYjqGieOlVRpPr9tdorfZxRacGzNpqDmTJ66+C92Ka+say7oHBaPLXfiH+/4CCOGDcE555yDVWvfRmJSCpKXL0HWHRPcQ1BmgeOvFCgX6eK+3IWWV14acHgz2nHnbdaOPLlpHgUjajt3QeHqjWgx4BrEf/0Va3hnVjM4Tnm3XeWEA13c8/USux5CZYjVqrX5TiKaClWIh5d1hCAe3sahkws0eauxzyo7KwknSqtQW9e0kbdti2T7RG4CIwvwMjc5mmJ46RVz0sZ1oDhU31bXvgMO7/yGueqfzXwrpOm9+jb8AAs7EOyOHDYEZ5x1Nt7etAmxSRmoqXWi7Rlt/S7UEcTG7v0vYv/3v4AzIN3o9Xu4Yk5doRZK7uLLLlfm0RBjm6+siUo3lw0dhmZ3+8fOKuD56DTAI3TBiNyUP5kuuqUuyDfQLQaleVNUq7V5DhKu2G4DC/EyFeDlKSfAKzrxFOBZSUhDg07tBHh5B0bDSoBXRz6nsx41tbV4Z9t/kP/SG3jjxRmg1wrx8Q3FCiItLZleCq1gACN+12do2aeHn1IEUpFWaGDXZztx46C+CuwuX7kWZ3dsg+LyWgV426l4vEGhITovOQ5/8rXXBS1Tv3FBdFaq043OUbJFuFrZrROQ+kJDIQ9Xq09IREy1v8efYo4dR48E8eSGLnS5LKaiAolbN7PHcDZvjrKxt+sCr8TwsiWNKkMBXt52iU5MnU55eGuauIdXgJd3XrSsBHh19KM8vGPv9b6c1LnTGSh4tiGWMdKA19cT67u8YFKDaUG0s0U2Dn27z9wJtLA3wW7O0IHIzm6J1Rs2o1mz5vAsPKEKvDrPp4t+wYaAWLW07MF9/SuMUjwcAAAgAElEQVTZJSYBVZXmHkEV5mpr3WPUtTsNsQd+8huTgJeqqGmFJ9Sd9gvE/uTtIadLa1QyulXv7l5e9ZpzzkP56D+gPjNTGdMz04O5xYSmt3h4eToLyIlOPAV4VuLhbdBJgJd3XgR4zemk2TuSgFe5iT/3z0DdzxDjmnjpfdNQPmxEUICh5zWu7D8QRfMWWBLT68oq4SgpRm37jprprXw3xBN2X1u9Ea1at1FMPIFXK1OB1uZSKq7C9Xyvph1HjLzr2f2vUjysVrfyoTkonfIQYvfvRWZqPE5c3BPNO5+D2P3eX2IopKGi/0C06drJLySkPikZx19YguS1q925iuktQkneVOU8REq2Dqu0E+DlKSnAKzrxFOBZCfAK8PJOSmAr8fCaVDFSgFevtK/Zi0HtWqUBATIUUN7VYpNputTWQDBNr70Dte93f4vB/a9Geno63ty4xQ27vsCrB+6ezzi082vb8+s2FLTYpTyWING30eet+vRQoNGO5hmS4gI57NyphCFQrtzaDh2VlGHkqaVG80l98XmkFCyBM7slqrr3xMk777Hki44d67NjTAFenqoCvKITTwGelQCvAC/vpAjwWqGT5hiRAryBvJdWwKheOEAwscG+oqq+uqewkcJyTf0Jdm8a0g+JiYl4bfVbaO9RDMEXeFt3Pc/Pe6k28IlZc1A+Xr1wglWHieC+2R0T3HG59Gr/+OICr0txgQCdQgaoUeU0anRprWTqw0qcLV1Y5DTP2GQBOY5iUmmNpxIkSwNTKPliwBNKgFeAl3dSBHit0Clqgbf4sSdQdvudpjTghAIYBd6U5UsaijucuohFXsTED9/3j1UFcHTLdtXsCIFg1/UqPe2fH6C8xxWo7NINLYb/NqAOBJ1H17zF9uxSuAHBJfWr6DfAkKdTLWMExcoeX/Kqe46awBsb5w5bUQNl0jRzah6SN6xVQhBoXMrQkLT57YaxExNR9NdnUXFTjvtZAry8XxHRiaeTgJzoxFOAZyXAK8DLOykCvFboFPHAqwZH5PU7snVHUHG7ngvW8rx62hCwul596wmuVuaW+lCqLYJIz0ZrOLjnoN+Q+/ftxaB+fZSfUxiDp2eXxqdQAM+sBnpzos+NZJ3wLT1M8aqU75abtkzNY05hAoe++Tl8QVmHz6UvtXX4gjJnrb42AnI81UQnnk4CvKITTwGelQCvAC/vpAjwWqFTxAMvTZDKvqa88iLiv/tGecVdd9ppKHngIdOlW1v27u6+kOQpBBWgcN2258Iu9deKN6bQC/rM89IUXZgqHz7KS3+C3ZuGXI+qqirQBbWzzj7X63OOR1ptQ41AuxqwepbT1Tt0av3rU1NxcO9Rr66KJ3xqnt9lMd99OLp1h94jA34uIMeTT3Ti6STAKzrxFOBZCfAK8PJOigCvFTpFBfDSJNXg1Gyu06yJ492xom4hEhJAKaboIlt9s+ag9F1c6NV6VU/9T07IdcN1XfuOft5pPdil+dkNvFrzNxLWoRUTrXe5UK2fkedqHWQBOd5fE6ITTycBXtGJpwDPSoBXgJd3UgR4rdApKoBXq0AEeR6VimL798GZmYXynBGG4k3p1XqzO8arxtd6CsP1kFKogVqKK70cwUcOH1LCGEpLS7Fmw2Y/z65rLq0u7YK4H3YH3HdnegYcpSVuGyPhHzT/tme28xvfSGiB2gU68pjreWrVvnwYCcUQ4DX314EAL08/AV7RiacAz0qAV4CXd1IEeK3QKeKBlyAs7Zm5SH96rt9c6VV5TFnZz3CXmYVDn3xlCHqps5WZGshLmjF7JhL+/THq4+JQn5iE6u6XKXG0asUICHaH9e6OowS7Nw/Heb8f5xcvSxq0GDoQCTv/E3DP69PScOiz75CyfCko3y81+lJgpAiCbwwvjaEH7J6TolCFrDsmeM1TLXxDbSEUukKlfqlR2jD6Y7YJyPEUFJ14Ognwik48BXhWArwCvLyTIsBrhU4RDbzBXNLiemM9F24l8NK4aqEHdOmLsjJ4tqKi47jxwrNxtKIC/wDQ7dSHnoDp2L8XbS7tomQjCNTqU9Nw+IN/sTMxBBqL4o0JPJ0ZmQp0GgFmGteV5UEB134D2Bfe7DjQAnI8VUUnnk4CvKITTwGelQCvAC/vpAjwWqFTRANvoJjVmgs6u4sbeC4iGODVy2Nr5NIWzUUr+8PBHw64vc8Eu78bdB32fP0V3vOAXervel7iP95Ci98NBeqdAfe67JaxKH7yGVvPQ7QOLiDH2znRiaeTAK/oxFOAZyXAK8DLOykCvFboFNHAqwWOx5atBL2+zx58vd/89eI+ldfmX+5SsjBQjtnqnr0Uj2Tz0cN+zqKQmAhUVSljU4zwsVdWGAqT0ANegt3hQwdiz7ff4K3KClzuswp6ZkW/gciclqe7x8cXLkblb2/StWuqBgJyvJ0XnQzodLIaNXX1vA5N1Eo5T6KT7u4L8Arw6h4ShoGUFmaIFMgkEiqtaXl4XQUbmo+62av6Vl37Dkp+Xsodq9Z87cnGbKYHteeoxcHS3A7v/AZlJ0/ixsF9sef73Vj24lIMHjbEb4j65BTEVGhXYXN1KL/jbpx4aKbJnW7c3QXkePsrOhnQSUBOVywBXl2JFAMBXgFe3kkJbCXAa1LFSABeJYa31yWIOVnqXo1vqiq6JJb44TZQJgBKIaYFuzSAXamvfKWmS2bNJo53wzjBLoH1iV+eiZE5Q/D5p59g+cp1uKT7ZX7xvvXx8YipqWHtXm3nLjjiExfM6tiEjATkeJstOhnQSYBXVywBXl2JBHg9JGrXIpknmFipKiDAa/JghBt4Szb+Ay1G57irilHu2pIpD3mVjTWyRK3UZlbkeuXMgzy7LthdtLgAfa6+zt2N5uY48BMyHn9UtRBGoPH18tty5taYbQTkeLsrOhnQSYBXVywBXl2JBHgFeHmHhGElwMsQKSBIHaswOYLx7gnxDmRnJKK6xon47OZ+VbiMXh7znUHbM9r6jWkkx6zeiii7QfqcWUpMMMUGU7EJJb1WZSWGDx2AT/79MV5ettILdsmLnTbvL4o3OPaQf6lhvWcK8AZWSEBO7wQ1fC46GdBJgFdXLAFeXYkEeAV4eYeEYSXAyxApYoF39x4knHOm3/TMemN9c8RSqEHhmk2G026p6aZVpWzv9k/x+2l52Pbeu8hfuBgDBt3g7k6hD61/fQEcx4/r7lZdhw6I3bfPy67m8l44uvot3b5N2UBAjrf7opMBnQR4dcUS4NWVSIBXgJd3SBhWArwMkSIWeI8eR0KrFpYDLw1IHtXY/XuVsSnuN1DMrxEJ1S7YVQIY2Ol8bN39rR/s0tjpTzyG9Ccf131M5dXXoWjhyw0FLT7cBkfxCcR0vQhFM+agql173f5N2UBAjrf7opMBnQR4dcUS4NWVSIBXgJd3SBhWArwMkSIWeGucQJ/efiV/9VKOmVyyqe6+wFtLsAvg7ZgYPPvCUi/PLj2obdtM3ctpdb88A0fe+UAVyrMzElBcXoua2sA5ek0tqhF0FpDjbaLoZEAnAV5dsQR4dSUS4BXg5R0ShpUAL0OkSAbeY/sPI3NqHuJOeWMpL23ZbRNNrsra7hTGkLYgH47iYqCuFgk7PlIeQLA7HMAqAHMfmoGb77jH68FtTm8Nh0fmCb9ZxcSgbPwfUZI3VdMDLcDL20sBOdGJpwDPSkBOdOIpwLOStGQNOkmWBt550bIS4DWnH8KdpaGwpKHwg9WN4nip8AS1qsuuUC6VcRvF3LpCICg0onW3Tt5dE5NQFx+PnJOlCuw+/bvR+O0zz/kNr1fKuGxCLopnzgk4LQFe3q4J8IpOPAV4VgK8ohNPAZ6VAK8AL++kBLYS4DWpYmMEXrWCEJwwCarOljFnljtFGnmanRmZSg5dz0bBBaN79cGy97dg7tPPImfEGPfH6Y8/ipQVyxBTdhKOoiLN3eFmjRDg5R1wAV7RiacAz0qAV3TiKcCzEuAV4OWdFAFeK3TSHKMxAm8whSdUPbkACEwplZirEeyOA/AigEcn3Y87mzdcuiO71BcWIC3/r7r7VT7wBtR1+hUo/Vpdh44B7QV4deVUDAR4RSeeAjwrAV7RiacAz0qAV4CXd1IEeK3QqckArxa4UqaGo1t3aOpAuXWbjx7m97kv8N56CnYf7zcQ929c620fHw8wq6dRRwqbOPTJVwEzSAjw8o6/AK/oxFOAZyXAKzrxFOBZCfAK8PJOigCvFTo1GeBtPupmL4+sa+F6IQRa+XVL86Yq6cFSF+TjbgDkv33kku6YevAAYvd758vVErk09y44256GzGl5fiY0Pv3RagK8vOMvwCs68RTgWQnwik48BXhWArwCvLyTIsBrhU5NBnizB/f1S3NGiz+2fBWqrr1eUwe6qNamaye/Cm2Fa95Sqqk9PC0Pzz83H/fkTcWkvKnQu5Dm+aCjW7YrcxLgte8oC/DytBWdDOgkacl0xZIvBroSKQYCvAK8vJMiwGuFTk0eeDmleZX0Y8/Nh6OkWNHr5ISJSnaHWY8+iPxn5iL3zkmYMv0x5bPWXc5B7E//090byrF7+F9fQMuDrHeZTjy8uhIrBgJyohNPAZ6VgJzoxFOAZyXAK8DLOykCvFbo1GSAVy0WVy+cIZDAc2fPxF9mz8S42ybi4RmzFdOsOycg5e9LAu5L1eVXonzoMFSMvMVt5xtuoRdXrICcFJ5gnX8BXpZM8sWAJ1ODTuLh1VVLdNKVSDEQ4BXg5Z0UAV4rdGoywEsLJW9q8oa1iCkuVsoKlw8fifgvdinFLWrO74yazl1YmqrBbvZVPZHw+c6A/Z3NmuPQbnXvb/yuz9xhExQqodcEePUUavhcgFd04inAsxKQE514CvCsBHgFeHknRYDXCp2aFPA2QGUJai7orKy7VZ8eoOwNrlY+fBROzFsQUNf5Tz+Jxx+bruTYpVy71FoMuR6JH7yvux+Fy1ehOkC8sO4AHgYCvDy1BHhFJ54CPCsBXtGJpwDPSoBXgJd3UgR4rdCpSQAvXTzLHtIPBLyu5ptWzPVzukim5emly2l0SY1gd85T+YgtLUH24OsR/8XnAffCmZ6Oo+vfQd2vGkDbiibAy1NRgFd04inAsxLgFZ14CvCsBHgFeHknRYDXCp2aBPBSpTS1TAhqi3dlX/D9zBd20156Hpn334OY+vqA+1A25lYUz52nakMgnlKwTElvRoUmqOAEtwnw8pQS4BWdeArwrAR4RSeeAjwrAV4BXt5JEeC1QqcmAbxaKcnUFq/m4S1YthiT7rodAwbdgGcXLUGLW4YrscB6rerKPjj2+npN2G3T7VfucsVkRJ5lej6nCfByVJIYXp5KopMhneTSmq5c8sVAVyLFQIBXgJd3UgR4rdCpSQBv1sTxSClYqqtXdc8rULhmk5cdwe7ku3P/v73zgK6iaMPwG0ISQoDQpAoWRLGAiIoooIAgRSAgvfdepCaUAAKh9xZ6lyqCdEU6UpUmCP4iIiBVwBCSAKn/mcF7Tb/fDXdDlvvOORyP3G9nZ5/5Qp777ewsqlX3wYw5i5F9SH9kmj3DZl/3evfDvf6Dk4zLPHYE1J/4LakKc/w4Cq/NKdABrPCSk4yALIoiR04yArIoCi+FV5YpFF5HcHIK4U1qr1t18fdr10Vk4VcQncUboR27xuGxacM6dGrbzCq7mbZtTfQ1w7EPUvvr3vp6s16ikFxLSnjVQ3Pq4TlbjcJri9Cjzym85CQjIIui8JKTjIAsisJL4ZVlCoXXEZycQnjVRWYeNgiZp05IcL03jp1NVE6V7HZp3wJlP6qAxYHzkHX+bGRcvRyuf15IklmUd1bcPHYGMd5Zbc5NUuuKWeG1ic6uAAqvDBc52cGJSxpswuIXA5uIdACFl8IryxQKryM4OY3wqgv1HtgXXv8uR4jJ4o27I8YmWk2NLbtffloT+fp+DkRFJc/b1RVXb9wTz4l6YC1XuVJwvXzJekxiSyqS6pAVXhlqihw5yQjIoihy5CQjIIui8FJ4ZZlC4XUEJ6cSXgmwXTu2oWWTurqyu7JYceSa9Ogtasm1yBcL4eaRU7bCEnyupNdj/z69rdnD0mUheeGEpRMKrww3hZecZARkURRecpIRkEVReCm8skyh8DqCE4U3FgElu21bNESx4iWw4+oVZIr1UorEQEUVKIi7I8bhQbUahs5FYp1TeGXIKbzkJCMgi6LwkpOMgCyKwkvhlWUKhdcRnCi8/xKILbubPTyQc8+uZPneDRib4CE3QyckXucUXhltCi85yQjIoii85CQjIIui8FJ4ZZlC4XUEJwovgCOHDqBR3eoo/FJh/HDhArKEhiTLNrJQYdw8/N9b2wydiCQ6p/DKqFN4yUlGQBZF4SUnGQFZFIWXwivLFAqvIzg5vfAq2W3aoBYK5cqNXRfOI7stqi4uuPb7Fb0Tg1qDq/bkVetwI4oWQ1iDJkm+lthWt/Z+TuGVEaPwkpOMgCyKwktOMgKyKAovhVeWKRReR3ByauG1ym7Bgth19oxt2f2XVmiHLnrtbu63isTZZUF9nNib2oyYKAqvjCqFl5xkBGRRFF5ykhGQRVF4KbyyTKHwOoKT0wrvqZPHUadmZTzrlh4HgoLEsquAqVcA3w0Yg5w+VRLwu+c7EOqP0Y3CKyNM4SUnGQFZFIWXnGQEZFEUXgqvLFMovI7g5JTCq2S3Yd0ayB0Vhd3Bd5HHTpJqd4Z/ps9JVHjDGjZF0PQ5dvZofziFV8aMwktOMgKyKAovOckIyKIovBReWaZQeB3ByemE9/dz/0OtqhXwjAuw559/bMpu5EuFkf73c3E4KalVyxqeKf9+An6ptXsDhVeW/hRecpIRkEVReMlJRkAWReGl8MoyhcLrCE5OJbxKdutXKQ/Pu0E4CCQruzHuHrhx+ARcg4KQtVsH/XII1dTb0G4vWaUfWss8doT+Y2mxPzN0cgBQeGWEKbzkJCMgi6LwkpOMgCyKwkvhlWUKhdcRnJxGeJXs1vu0IjLeuQ21w+7zydALa9ICQVNmivi6XroI18sXoV5VrNb2plaj8MpIU3jJSUZAFkXhJScZAVkUhZfCK8sUCq8jOD2Vwus1azrSBd/V16aWH/wJwKd8KXgGB2NXTEyysqvemnZnySpD2TqicwqvjCKFl5xkBGRRFF5ykhGQRVF4KbyyTKHwOoLTUye8OX0qw33/Put1XcicBeWjIvEwLEwvY0iqshuVJy+CJkzDw8rVDOXqqM4pvDKSFF5ykhGQRVF4yUlGQBZF4aXwyjKFwusITk+V8Lrv3xtn5wRV2S0P4AGglzEUSepqY71MwlCoDuycwiuDSeElJxkBWRSFl5xkBGRRFF4KryxTKLyO4PTUCu91AGoPBZuy6+aG60d+RnSB5wzl6ejOKbwyohRecpIRkEVReMlJRkAWReGl8MoyhcLrCE5PlfC6nTqptwpTsqsquzcB7E+usgvg6q0wQzka1TmFV0aWwktOMgKyKAovOckIyKIovBReWaZQeB3B6akSXnUxD5s3QLUtG7Xsfg+gRDKU1M4K1/64ZihHozqn8MrIUnjJSUZAFkXhJScZAVkUhZfCK8sUCq8jOD1VwhvdsTUqrVmJvwDssSG76sLVyyPujhhnKEejOqfwyshSeMlJRkAWReElJxkBWRSFl8IryxQKryM4PTXCG92hFXy+XoXfAGwFUCaRK4tJlw6RxYojxssL96vWQGjHroYyNLJzCq+MLoWXnGQEZFEUXnKSEZBFUXgpvLJMofA6gpPphdf94A9Ai0aofOd2srKL9Olxc8d+RD1bABlXLkO6u0GI9s6KsIZN9FvTzNYovLIZo/CSk4yALIrCS04yArIoCi+FV5YpFF5HcDKt8Ko3nHlNnwwsmI2PAJz5d81uYpXd6GzZcP3cFbjcDUKu8u9DHWtpUQWfw81dB00nvRReWfpTeMlJRkAWReElJxkBWRSFl8IryxQKryM4pSnh9QgNRo4LvyIiMhp/Fy+V5NgyrliKrN06IARAVQA/AVgHoEoiRwRNDkRY05ZadrP69oDn16sTRKm3q90NGAslv2ZpFF7ZTFF4yUlGQBZF4SUnGQFZFIWXwivLFAqvIzilGeH1mjQG3qOGA9HRekwxbm4I9h2I0J6+CcaYL1cmPIiORiUbsqsODJo2G2GNmiH+G9jid6qWNVw/dsY0lV4Kryz9KbzkJCMgi6LwkpOMgCyKwkvhlWUKhdcRnNKM8ObLmTHRsYS2bIvIwq/oNbeqeQVORXjIPdQGsB3AxiQqu5bO7vkOREiHLshbKJ9NXvf8/IGYGF3pDS/6JtJfuojoLN6IeKNomhNhCq/N6dQBFF5ykhGQRVF4yUlGQBZF4aXwyjKFwusITmlCeN0PHUDO6hVF16PenGaR3RUA6to46u9dB3WEeiFFSpuq/t5eshLhpT9MaRcOP47CK0NK4SUnGQFZFIWXnGQEZFEUXgqvLFMovI7glCaEN/OoYcg8YbTN64kEUOPfyq5EdsMaNkXQ9Dm637wv5oVL8F2b50gqIPKllxE0YaqWXrUe2O30KR0aXrpsivt8nAMpvDJ6FF5ykhGQRVF4yUlGQBZF4aXwyjKFwusITmlCeD2+24IcTZKv1SrZbQRgLYBVyVR2o/Lmwz+zFiCqwHNxHkJTD7p5D/S1Sq/ai9clNNRuhmHNW8Nz9Qq4PLivj43Okxe3V6xFRNE37e7rcQ6g8MroUXjJSUZAFkXhJScZAVkUhZfCK8sUCq8jOKUJ4XXfvxc5fRLbY+HR8GLL7lwAreONOtrdHZFvvY3IFwpBrdlNareFR5XZn6FeKawE1e3USS3ArjdvIFu7FinmqaT3QfmKiMnohegcOXTfDz8oY+i6XwqvbLoovOQkIyCLovCSk4yALIrCS+GVZQqF1xGc0oTwek2dCO9h/omORe3Z0ADAGgDzE5Fdy0GPu8uCrV0c7IVt9P6+FF7ZjFB4yUlGQBZF4SUnGQFZFIWXwivLFArvY3OasXAdlq3bjsjIKFSv9AEGdG+C9K6uut+rtx/dsk+N5u3XE17zZyc4lZLddgAWAJgEoIeNwajqrvqT0pZhy0ZdAVY7M7hERiDLqGHAw4cp7U7v7WvU64spvLJpofCSk4yALIrCS04yArIoCi+FV5YpFN7H4rTp+4MYN3Ml5k3oi0xeGdHBdwKqVXgPHZvXTHXhzTg3EFn794lzPfbKrjo49kNqjwXn34MtL7iw9BWTKTNcQu6Ju35cAU/uRBRe2TRQeMlJRkAWReElJxkBWRSFl8IryxQK72NxattnHEoUfRmdW/jofjZuO4AZi77Bt8vHprrwJlbhbfNvZXcUgH7CKzVCMNVriF0vP3oVccQbxZBp9gxkHjtCNCIjxmM5MYVXNAXch1eGiZzs4RQSjoioGOERzhnGLwayeafwUnhlmULhfSxO5er0wOBeLVCh9Fu6n3MX/kKtVv44tm0uPNzdUnVJQ/bPqiHD3t3W6+kJYDKAIQC+EF6lehDt5u5DqfJ6YMvDbun/OI/ME8fA9fKlBKNU47l+/KxhD65ReGWJwQovOckIyKIocuQkIyCLovBSeGWZQuF9LE4lq3XE9BE9UPKtIrqfazfvoGL9Xvhh/TRk886MhxGPXvGbGs3N3RXp/j3RcACD/xVdJbzJNg8PRNf0QfR7pRDVvAWQNautIxz/eVAQ0p08oft1OXoULqEhWnKNHo9behdERcUgmoWmZOeUnGQpT07kJCMgi2I+yTi5p0+HyKhop/933MPNYgAyboyKS8AlJiaGKpBMVtiq8KZqQrm4WE+naqXqpRJ+SQ1AxVaqBPj7A2WfzEsfUpUNT0YCJEACJEACJEACSRCg8NpIDbWG951ir1gfUlMPsU1fuM66hvd2cHiqJZebtwey2DhbdL58CJmzCJFF30TMk6jkphoN2Ym8vdIj9EEUIrmWMFlg3l5uCH0QSU420oqcpD93bgi9H4HI1LsBJhtYGovS+URONmclayZ3hISFO30+5cjibpMVA5ImQOG1kR3qIbWJc1ZjwUQ/ZPLyRPu+41G5XMknskuDGmrenBnxX533v8E/+Kg8Qnr56Vf6sv1HgGt4ZdnANbzkJCMgi+IaXnKSEZBFcQ3vI075cnjKgDEqUQIUXkFiTF+wDsu/efL78FqG6u6WDjm9M0AVT26cv2rYA18CNGk+hMIrmyIKLznJCMiiKLzkJCMgi6LwUnhlmZJ8FIX3MSmm5osn4ghvFg+ER0TjVnDKX/jwmJduisMpvLJpovCSk4yALIrCS04yArIoCi+FV5YpFF5HcEqyDwqvoXgfu3MKrwwhhZecZARkURRecpIRkEVReCm8skyh8DqCE4XXUIrGdU7hlbGl8JKTjIAsisJLTjICsigKL4VXlikUXkdwovAaStG4zim8MrYUXnKSEZBFUXjJSUZAFkXhpfDKMoXC6whOFF5DKRrXOYVXxpbCS04yArIoCi85yQjIoii8FF5ZplB4HcGJwmsoReM6p/DK2FJ4yUlGQBZF4SUnGQFZFIWXwivLFAqvIzhReA2laFznFF4ZWwovOckIyKIovOQkIyCLovBSeGWZQuF1BCcKr6EUjeucwitjS+ElJxkBWRSFl5xkBGRRFF4KryxTKLyO4EThNZSicZ1TeGVsKbzkJCMgi6LwkpOMgCyKwkvhlWUKhdcRnCi8hlI0rnMKr4wthZecZARkURRecpIRkEVReCm8skyh8DqCE4XXUIrGdU7hlbGl8JKTjIAsisJLTjICsigKL4VXlikUXkdwovAaStG4zim8MrYUXnKSEZBFUXjJSUZAFkXhpfDKMoXC6whOFF5DKRrXOYVXxpbCS04yArIoCi85yQjIoii8FF5ZplB4HcGJwmsoReM6p/DK2FJ4yUlGQBZF4SUnGQFZFIWXwivLFAqvIzhReA2laFznFF4ZWwovOckIyKIovOQkIyCLovBSeGWZQuF1BCcKr68tJeMAABl3SURBVKEUjeucwitjS+ElJxkBWRSFl5xkBGRRFF4KryxTKLyO4EThNZSicZ1TeGVsKbzkJCMgi6LwkpOMgCyKwkvhlWUKhdcRnCi8hlI0rnMKr4wthZecZARkURRecpIRkEVReCm8skyh8DqCE4XXUIrGdU7hlbGl8JKTjIAsisJLTjICsigKL4VXlikUXkdwovAaStG4zim8MrYUXnKSEZBFUXjJSUZAFkXhpfDKMoXC6whOFF5DKRrXOYVXxpbCS04yArIoCi85yQjIoii8FF5ZplB4HcGJwmsoReM6p/DK2FJ4yUlGQBZF4SUnGQFZFIWXwivLFAqvIzhReA2laFznFF4ZWwovOckIyKIovOQkIyCLovBSeGWZQuF1BCcKr6EUjeucwitjS+ElJxkBWRSFl5xkBGRRFF4KryxTKLyO4EThNZSicZ1TeGVsKbzkJCMgi6LwkpOMgCyKwkvhlWUKhdcRnCi8hlI0rnMKr4wthZecZARkURRecpIRkEVReCm8skyh8DqCE/sgARIgARIgARIgARIwKQGXmJiYGJOOncMmARIgARIgARIgARIgAZsEKLw2ETGABEiABEiABEiABEjAzAQovGaePY6dBEiABEiABEiABEjAJgEKr01EaSsgNOwBBo9bgN0HTiBL5ozo2KwmGvhUSFuDTAOjWbpmG7759gecu/AX6lT7EEN6t0wDo0pbQ4iIiMSYGSuw7/DP+Pt2EJ57Nje6tamDCqXfSlsDTQOjCZi8FLv2H8ftoGDkypEVjT+riJb1q6SBkaXNIVy5fgs1mvfHO2++gjnj+qTNQT7BUXXqNwl7D520jiCTlycOb575BEeUdk+9/rv9mL10A65ev4V8eXJijH9HFC3yQtodMEeWZglQeNPs1CQ+MCW7l6/exIQhXXDh0jV09JuAWWN64+1iL5vsSowd7rY9P8HNzRXf7jyCjJ4eFN5EcKsvT5PnfgWfKmWQN1cO7Nh3FCOnLcOGRSNQMH9uYyfIZL0f/fk35MmVHUpM/rx8Hd0GTsGoAe1R+t03THYlqTPczv0n4V5IGDwzeFB4E0GuhLdCmbdQ85PS+lMXAO7ubqkzOSY6iyrsqN95Q/u2QrFXC+HazdvI5p0Z+fPkNNFVcKhphQCFN63MhGAcEZFReL96Jy24qnKi2qCxC/R/h/u2FvTgfCGqMhcVFUXhFU591SZ++LxtHVQpX1J4hPOF3Qm6hyZdhqN5vcpoVOtj5wNg44p37DuGtVv3ovjrL+HHE79SeJMQ3k8+ege1q5Zl/iRDoE7bwWhapxI5MUscQoDC6xCMqdPJxb9uoFpTP33rS1WaVFu2djs2bT+IFYGDUmcQJjsLhVc+Ybfu3MXH9Xph7YLhKPRcPvmBThI5ee4arNm0B0HBISiYPxe+nO6P7FkzO8nVyy4z7P5D1G03GLPH9sa3u45QeJPApiq8v52/rD99vkAetG9WA++99aoMspNEhYdH4K1P2qFHu7r695zaUKpyuXfRu2MDeLAa7iRZ4NjLpPA6lqehvZ09dxF12w3B6V0L4eKiboIBG7btx7zlW/RtaLaEBCi8sqxQv1za+07AS8/nh3+PZrKDnCxKLQEJDgnD8VPncPrXP/B5u7r8xRsvBybMWg3PDO7o3LIW5i7bROFN4mdErd/Nmd0bGTJ46KVEMxZ9g9Wzv8DLLz7rZD9VSV+uWrpXpbEvShQtjElDu0Ld4ezcbyI+LvM2urauTU4kYDcBCq/dyJ7cAazw2s+ewmubmfpF0nPwdLi7p8e4QZ3g6prO9kFOHjF04mLkeSY7OjSr4eQk/rv8839eQTf/qVi3IEB/EaDwylOjo99EFHv1Rf1Fge0RAfUgbbk6PTAtoDsqlCmh/+7rzXuxasNO/eWAjQTsJUDhtZfYE4xXYlLq006YO74PShR99JCaWtCvXh3CNbyJTwyFN/mEjYyKQu8vAqH+O3lYN7ild32CGW6eUw+dsEhXnAL82phn0AaPdNX6nRgbuBJeGTPoM91/8BBqJ5CcObJi+6oJBp/d3N2rLwqqutut9WfmvhAHj760T1cM921j3TmGwutgwE7WHYXXZBOuHlJTT6pOGNJZPy3ers84zBzdi7s0xJtHJXBRUdEYPX25fmht4OfNdOUyvSuFzoJK8fENmIU7QcGYOry79SlxxYhV3v8SSi1lWLd1H8p9UByZvTLi8PGz6D9yjn5yvHrF9032L4hxw33wMBwhofetJ1DrLk/8ck7fNVC379keEVDrnHfuP4aSxV+Fu1t6bN93FAGTl2DptIEo+uqLxBSLwPhZq3Dyl/OYGtANERFR6KSXNJRgJZxZkiICFN4UYXtyB6lfvkp69xw8oR9c69zCh/vwJjIdU+Z9jTlfbozzSZtG1dCrQ/0nN3lp7Mxqr9RPGibcI9WvSyO9AwHbf4LSc8h0nDr7B+4/DMezeXKiYa0KaPJZJSJKhgCXNCQOJ+z+A3TwnYjf/riMyMgo/dBapxY+qFj2beZTPALq2YKAKUv1A5AZPNxRtcJ76N2hPrdwY6akiACFN0XYeBAJkAAJkAAJkAAJkIBZCFB4zTJTHCcJkAAJkAAJkAAJkECKCFB4U4SNB5EACZAACZAACZAACZiFAIXXLDPFcZIACZAACZAACZAACaSIAIU3Rdh4EAmQAAmQAAmQAAmQgFkIUHjNMlMcJwmQAAmQAAmQAAmQQIoIUHhThI0HkQAJkAAJkAAJkAAJmIUAhdcsM8VxkgAJkAAJkAAJkAAJpIgAhTdF2HgQCZAACZAACZAACZCAWQhQeM0yUxwnCZAACZAACZAACZBAighQeFOEjQeRAAmQAAmQAAmQAAmYhQCF1ywzxXGSAAmQAAmQAAmQAAmkiACFN0XYeBAJkAAJkAAJkAAJkIBZCFB4zTJTHCcJkAAJkAAJkAAJkECKCFB4U4SNB5EACZAACZAACZAACZiFAIXXLDPFcZIACZAACZAACZAACaSIAIU3Rdh4EAmQwNNCYM2mPZi3fDO+XT72abkku6/j198voU7bwfhh/TRk885s9/H2HtCo83C0rF8ZlcuV1IcWrdAKgaN6oex7Re3tKsn4yKgo1GjeH8P6tsa7xYs4rF92RAIkYE4CFF5zzhtHTQIOI1CxQW9cu3EbAX5tULtq2Tj9NugwFKf/dwE92tVFuybVHXbOtNSRVHh/v3AFc5dvwpHjZ/FP0D3kyOaNl17Ij3o1yqFC6RJIl84lLV1WkmPp1G8SCubPhf7dmlhj1PxPW7AW/j2aIaNnBkOv47vdRxC4eD2+WRAAF5dHzJIT3t5DAxEUHIL5E3yt4zr6829o3n0kGtf+GAM/b2b9+6827caIyUtxaPNMZPBwx7qt+7Dym51YNXuIodfEzkmABNI+AQpv2p8jjpAEDCWghDcmOgb58+bEkqkDrOc6d+EvNO48HOldXdG6UbU0LbwRkVFwS++aIk4S4d3/42l0HTgFrxV+Dk0+q4SCz+ZCSMh9nL94BWu37MOIfm1R5KWCKTq/ow6SMkhMeB01Bkk/Kqcqly+JFvUqW8OTE97VG3dj9LRlOLx5Jtzc0utjZi5Zj6837UHGjJ7YsGiEtR/f4bNw/e871jwOu/8QH9buhnkTfFH89Zckw2MMCZDAU0qAwvuUTiwviwSkBJTwVilfEsvWbsf6hQEomD+3PnT09OUICb2P/T+eQuPaFa3CGxMTg0WrvsWqDbtw49Y/KJD3GbRsUAWfVftQH6ckY9ikxfjpxK+4HXQP+XLn0Mc3+ayidUgX/7qBkVO/xIlffkdkZBTy530GfTrWx4el3sSOfcfgN2IWfvp2jjX+j0vX9O3pHV9NRJ5nsmPWkg3YffAEPi5TAiu+2YFbd+7i5x0L9HgnzFqF7fuO4sHDcLxSqCD6dGoQR3aWfPUd5q/YomM/LFUMRV99Eas37E5yScPD8Ah80rCPFtpZY3pZq5Kx+UZFRcPVNZ3+KzXW8TNX4scTv8Ld3Q0lixeBX9fGetyqWcb+6celsPir7/Q4SpV4DUP7toJ3Zi8dY4uxilGS6NelMXb8cBSnf72AlvWroFXDasmyHzBqLtZ/tz9OamxcMgrh4REJljSs3bIXc5dtxtXrt5D7mWxoUb9KnDls02usrnCrY7/fe1RXuFUOfN62TqKM1EmvXL+lWarlIwXy5UpSeAMXfYOV63dizrg+8MzggWpN/bTEvl3sZX1Mq56jUbHs2xgXuBI7vpqEHNmy6L8vV6cH6tcoh84ta1n77jJgMvLmyqGr12wkQALOS4DC67xzzysnAU1ACW+DmuVx9twlPPdsbi0sERGRKFe3B6YFdIe6pRxbeKcvWIdN2w/qW+KFns+HM79dxOBxCzC0TytULvcugkPCsHztdpR9rxiyemfCqbN/YMj4hRju2waffPSOPmezbiOQK2c2dGv9Gdzd0uP8xav6VroSGqnwzly8HrWqlkHfTg21YHllzIAWn4+Cu5sburaurdeibtvzI2YtWY8Ni0YiX56c2PnDMfQcMgMDujfB+++8gR37jupqYfasWZIU3n2Hf0ZHv4lYOm0gShQtnGzWKPGu1cofNT75AHU/ffQFYOaSDbhw6Zq+ra6q5Up41Zjq1yyPnu3rIzwiAu36jMObrxWy3p63xdgivGpZxcQvOuOtNwrj/oOHiIyKtsk+sQpv/DW8ew+dhBLFPp0a4qNSb+plHOoLyoj+7aBEXTUlvMdOn8Pwvq1RtcJ7+hobdxmOAL+21nmOD2vDtv0YNXUZDm4KjPORpcJb+t039Hn2HDqJ+RP6Wr98la/bA/VqlEfnFj5asN+r3hnrF45AvxGz0bxeZf2FTZ2/evP+WDylP9558xVr/4r31l2HdTwbCZCA8xKg8Drv3PPKSSCO8L5a+DktrttXTcT3e3/ClHlrsOXLMVCyYRFeVTUtXbMrpgZ0h5ITS1MVueOnf8fc8X0SpTppzldQVd3Jw7rqzz+u1wvtmlZHQ58KCeKlwjt/xWbsXTcNnhncdR8/nfwf2vYZh/3rp2v5tbSWPUbrsao1yGrdp6osqiUIlqbE7vyfV5MU3qVrtulq94GNM6wVWLWet3Ybf2sfvTs20BVWtTb1h8M/Y3ngIOtnStBKftoJiyb305VmJWCqyrxn3VTrMgxVzfzy6++xackoXZmWMFaS2KVlbXRsXjPZTI7PXiK86ouDqkiP8e9g7Ttg8lIcO/Ub1s4fbhVeDw83BI7qaY3p9UUgvLN4YUivFomOSV37lh2HsGHxyATCq3Jq8/ZD+O2PvzBvfF/kypnVGuM3YjZu/P2PZnjk+K/oN3I2dn41Cera1Bcsdb5V63dibOBKHNoUaF36oDpQlepR05bhx62z+RNPAiTgxAQovE48+bx0ElAELBXeNo0+RaUGvfWtdSV5qkqmJDG28J49dxF12yX+AJASSctOB2rJgBKNqzdu64qcam+88oL14SF1K1/d9i/+emF88O7r+vZ04Ree1XFS4VXVW4t8qeNUn2NnrEh0UtWt9uG+rVHap6t+AK9e9XLWODXWrzYmvaQhMeFV13Txyg3dR7NuI9GhaQ20algVXQdMwa4DxxMdw+gB7XXlV0nfzv3HsHr2F9a473b/iC/GL9SVTyljJbyTh3bDx2VLxDmfLfYS4S3j0w3d23ymq9CWtmXHYQwcMw/HvpujK+qqwlukcEFdYbc0JcU3b/+DqcO7J8pg8tw1+OHIKayZOzSB8D6TI6uu8i+b4W/9YmEJUrk0bNISvY537pebcPnaTYwZ2AH7Dp/C6OnLsHnpaCjZDg4J1bIcu23ecUhXgk/tXMgfeBIgAScmQOF14snnpZNAbOFVcjt1/te6UvrzmfPYtnKCrrLFFt5f/vcn6nf4At8sDLAKanyKSk7Gz1qF8YM7odirhZDJy1MvG/h+z09xBPXy1ZvYc/AkDvx0WkuQWo+q1vnu3H8cvsNnxlnDqyqqPq0GJljDu3LmYOvp1bpitYuCqvAm1ZTwKkGrVaWMNURVW5ev25HiJQ0f1OyCdo2ra+Ht3H+SXlJhqWQnNg7LGt7YY1fCq6rrSugkjFW/iT3oJWEvFt62dfR62OSE9/VXnkevDvXjCO+Nv+9g2ojPE50C9aVEVbK/Xzk+gfCqHUI2fn8Qo/q300sUYjfL2t+Fk/ph+sK18KlcBnU+/RChYQ/wfo3O+q5E3XaD0azuJwkerlRzO3vpBuxZO4U/8CRAAk5MgMLrxJPPSyeB+MKrJLRKY1/98NjM0Y9uVccW3vsP1O32Lvo2evumNRIFOGjsAl3VjX07vPugqfjr6t9xhDf2wRNnr4baCeHrecNw8sx5vTvEsW1z4eHupsPUQ2ifD5qWrPAePn4WrXuOwZfTB+o1rYk1taShaJEX0bfzf1VJ/zHzteQntQ+v5aG1VwoVwOyxvRM8kBVbeNXa2xXrd+C75eO06KdEeCWMkxJeCXs1F7lzZouznVf8NbxqSUPe3DmgqtKWpqq3x0+f03Okmqrw2iu8ajlC615jtNjHXnZikfew+/fRb+RcjB7QzrpHr+X8lRr20WvElTCrNdlqazXV1NZ5H7z7BuZ8uRErAgeh2GuF4mAfOnGx3nZPPXDIRgIk4LwEKLzOO/e8chLQBCxLGiz77N4NDoVam6n2MY0vvOr/ZyxchwUrt6JXh3oo/W5RvebUsttC0zqVsHDlVqzeuAsrAgfrh9bUvqt+AbPx4nP5rMKrbk9XKVcSBfLnwt3gECgpUbs9jB3UEUr41NKKto0/1bs/KFnp5j9V3+qPv0tD7Cqp2tmgVc8xeicAvy6N9K4Kd/4J1rs5lCz+Kkq9/ZpeLqFuyy+Y6IvXXn5ei26nfhP1nrrJvXhC3Trv5j9FL8tQVWi1k8XD8HAoyZ61eAN8uzTU25Wph9Zqt/bXuxeoB/LUg3lK9Dd+fwC+XRrpW/W2KrwSxkkJr4S9Wvah9rGdOLQLMnp6IEsmL6gt6GK/eEI9qKfWNqtquPryo65z5JSlCR5as1d41ZeHD2t3x/jBneO8ZCJ2tfrbXUfQf5SS3vZacC1NfTFRlfDMmTz1+l1LGzdzpd5lQ7WDm2boBwNjt5otB+qHMmPvEsIffRIgAecjQOF1vjnnFZNAHALxhTc+ntgVXstnaiuwFet24NKVG/Dy8kSRQgX1Lf0yJYvq6q4S2j0HT+jb+2++/hIK5HsGSqIsa277jZyjpevv20HI7OWpd3RQSxrUA0+qHTp2BiOnLsOtO0EomC+Xlkl1THLCq44Lu/8AU+ev1bsz3L4TjBzZs+h1wmrnCbUDhWpq6cPCVVt1pVaJqdodQT0sZetNa/phqmWbcOTEr7gTFAwvzwxamn2qlEb1ih9YXzxx6cpNTJqzGoeOnsGD8AjkzZUdH7zzhq4qq4q1RHjVOJNjnJTwStirbcb8RszBmd/+1F9W5NuSVdbzYGkpqfCqY9UuDHfvheo1uJYWf3nG1p2HMWD0vDjSq3Z46D9yLqpXej/OsbsPnNByHvuuhKVfNWcNOw7F7rVTkCVTRv7kkwAJODEBCq8TTz4vnQRIgARSm4B6MUTtVv5YtzDAujexUWMYOHoecmb3Rs/29Yw6BfslARIwCQEKr0kmisMkARIggaeFgNr2Ti0jsbWv8eNcr3oZyLzlm/VShqTWUz9O/zyWBEjAXAQovOaaL46WBEiABEiABEiABEjATgIUXjuBMZwESIAESIAESIAESMBcBCi85povjpYESIAESIAESIAESMBOAhReO4ExnARIgARIgARIgARIwFwEKLzmmi+OlgRIgARIgARIgARIwE4CFF47gTGcBEiABEiABEiABEjAXAQovOaaL46WBEiABEiABEiABEjATgIUXjuBMZwESIAESIAESIAESMBcBCi85povjpYESIAESIAESIAESMBOAhReO4ExnARIgARIgARIgARIwFwEKLzmmi+OlgRIgARIgARIgARIwE4CFF47gTGcBEiABEiABEiABEjAXAQovOaaL46WBEiABEiABEiABEjATgIUXjuBMZwESIAESIAESIAESMBcBCi85povjpYESIAESIAESIAESMBOAhReO4ExnARIgARIgARIgARIwFwEKLzmmi+OlgRIgARIgARIgARIwE4CFF47gTGcBEiABEiABEiABEjAXAQovOaaL46WBEiABEiABEiABEjATgIUXjuBMZwESIAESIAESIAESMBcBCi85povjpYESIAESIAESIAESMBOAhReO4ExnARIgARIgARIgARIwFwEKLzmmi+OlgRIgARIgARIgARIwE4CFF47gTGcBEiABEiABEiABEjAXAQovOaaL46WBEiABEiABEiABEjATgIUXjuBMZwESIAESIAESIAESMBcBCi85povjpYESIAESIA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" + ], + "text/plain": [ + " obs_mean est_mean bias% mae% rmse% r stddev\n", + "0 1.37 1.13 -17.44 22.14 40.83 0.98 0.51" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# take an initial capacity estimate and show an initial estimation with no tuning\n", + "capacity_initial_estimate = measurement_data[PV_POWER_COLUMN].max()\n", + "site_parameter_estimates[\"capacity\"] = capacity_initial_estimate\n", + "\n", + "pre_tuned = get_solcast_untuned(\n", + " LATITUDE, LONGITUDE, site_parameter_estimates, months, API_KEY\n", + ")\n", + "display_evaluation_plots(measurement_data, pre_tuned)" + ] + }, + { + "cell_type": "markdown", + "id": "542b960a-a94c-47da-8399-f7531de3a578", + "metadata": {}, + "source": [ + "### 2a: Finding an Azimuth Estimate" + ] + }, + { + "cell_type": "markdown", + "id": "71d5728b-9788-491d-a574-520def679e61", + "metadata": {}, + "source": [ + "Runs a grid search for a wide range of values of azimuth and finds the best capacity pairing. \n", + "\n", + "Then runs again around the pair with the lowest error and does a narrower search." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "bea730bc-ef49-4301-9eae-202e9a1d639d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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capacitymae%
azimuth
328.03.8
308.04.0
348.04.0
368.04.4
288.04.6
388.04.8
408.05.3
268.05.4
428.05.9
248.06.3
448.06.5
228.07.3
468.07.3
488.08.1
508.08.9
528.09.7
548.010.6
568.011.4
588.012.2
608.013.1
628.013.9
648.014.7
668.015.5
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" + ], + "text/plain": [ + " capacity mae%\n", + "azimuth \n", + "32 8.0 3.8\n", + "30 8.0 4.0\n", + "34 8.0 4.0\n", + "36 8.0 4.4\n", + "28 8.0 4.6\n", + "38 8.0 4.8\n", + "40 8.0 5.3\n", + "26 8.0 5.4\n", + "42 8.0 5.9\n", + "24 8.0 6.3\n", + "44 8.0 6.5\n", + "22 8.0 7.3\n", + "46 8.0 7.3\n", + "48 8.0 8.1\n", + "50 8.0 8.9\n", + "52 8.0 9.7\n", + "54 8.0 10.6\n", + "56 8.0 11.4\n", + "58 8.0 12.2\n", + "60 8.0 13.1\n", + "62 8.0 13.9\n", + "64 8.0 14.7\n", + "66 8.0 15.5" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best guess for azimuth: 32\n", + "Best guess for capacity: 8.0\n" + ] + } + ], + "source": [ + "if USER_INPUT_AZI is None:\n", + " # Use these defaults or update the range if you prefer\n", + " initial_azi_min = -180\n", + " initial_azi_max = 180\n", + " azi_delta = 45\n", + "else:\n", + " azi_delta = 45\n", + " initial_azi_min = USER_INPUT_AZI - azi_delta\n", + " initial_azi_max = USER_INPUT_AZI + azi_delta\n", + "\n", + "# Initial wide search\n", + "initial_azimuth_search = np.arange(\n", + " initial_azi_min, initial_azi_max + 1, azi_delta\n", + ").tolist()\n", + "first_guess_azi, updated_capacity_est = grid_search_parameter_estimate(\n", + " **KWARGS, param=\"azimuth\", best_guess=initial_azimuth_search, display_results=False\n", + ")\n", + "\n", + "# Secondary search around estimate from wide search\n", + "secondary_azimuth_search = np.arange(\n", + " int(first_guess_azi - azi_delta / 2), int(first_guess_azi + azi_delta / 2), 2\n", + ").tolist()\n", + "azi_est, updated_capacity_est = grid_search_parameter_estimate(\n", + " **KWARGS, param=\"azimuth\", best_guess=secondary_azimuth_search, display_results=True\n", + ")\n", + "\n", + "print(f\"Best guess for azimuth: {azi_est}\")\n", + "print(f\"Best guess for capacity: {updated_capacity_est}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d6439eb8-c30c-4223-b182-cc78524578fc", + "metadata": {}, + "source": [ + "### 2b: Update with the Results" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8dccf12c-91d9-47d3-a57b-481684fba5e7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Current Parameter Updates: {'capacity': 8.0, 'azimuth': 32}\n" + ] + } + ], + "source": [ + "site_parameter_estimates[\"capacity\"] = updated_capacity_est\n", + "site_parameter_estimates[\"azimuth\"] = azi_est\n", + "print(\"Current Parameter Updates:\", site_parameter_estimates)" + ] + }, + { + "cell_type": "markdown", + "id": "a5b29a01-8c1a-406a-b043-b02307a1bab5", + "metadata": {}, + "source": [ + "### 3a: Finding a Tilt Estimate" + ] + }, + { + "cell_type": "markdown", + "id": "64a46a5f-7c7b-4ed5-b69a-3559c909f894", + "metadata": {}, + "source": [ + "Runs a grid search for a wide range of values of tilt and finds the best capacity pairing. \n", + "\n", + "Then runs again around the pair with the lowest error and does a narrower search." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b3b27bef-1f64-40db-b536-a99ee06966b2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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capacitymae%
tilt
27.08.01.1
28.08.01.2
26.08.01.7
29.08.01.8
25.08.02.4
30.08.02.5
31.08.03.3
32.08.04.0
33.08.04.8
34.08.05.5
\n", + "
" + ], + "text/plain": [ + " capacity mae%\n", + "tilt \n", + "27.0 8.0 1.1\n", + "28.0 8.0 1.2\n", + "26.0 8.0 1.7\n", + "29.0 8.0 1.8\n", + "25.0 8.0 2.4\n", + "30.0 8.0 2.5\n", + "31.0 8.0 3.3\n", + "32.0 8.0 4.0\n", + "33.0 8.0 4.8\n", + "34.0 8.0 5.5" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best guess for tilt: 27.0\n", + "Best guess for capacity: 8.0\n" + ] + } + ], + "source": [ + "if USER_INPUT_TILT is None:\n", + " # Use these defaults or update the range if you prefer\n", + " initial_tilt_min = 0\n", + " initial_tilt_max = 90\n", + " tilt_delta = 10\n", + "else:\n", + " tilt_delta = 10\n", + " initial_tilt_min = USER_INPUT_TILT - tilt_delta\n", + " initial_tilt_max = USER_INPUT_TILT + tilt_delta\n", + "\n", + "\n", + "# Initial wide search\n", + "initial_tilt_search = np.arange(\n", + " initial_tilt_min, initial_tilt_max + 1, tilt_delta\n", + ").tolist()\n", + "first_guess_tilt, updated_capacity_est = grid_search_parameter_estimate(\n", + " **KWARGS, param=\"tilt\", best_guess=initial_tilt_search, display_results=False\n", + ")\n", + "\n", + "# Secondary search around estimate from wide search\n", + "secondary_tilt_search = np.arange(\n", + " first_guess_tilt - tilt_delta / 2, first_guess_tilt + tilt_delta / 2, 1\n", + ").tolist()\n", + "tilt_est, updated_capacity_est = grid_search_parameter_estimate(\n", + " **KWARGS, param=\"tilt\", best_guess=secondary_tilt_search, display_results=True\n", + ")\n", + "\n", + "print(f\"Best guess for tilt: {tilt_est}\")\n", + "print(f\"Best guess for capacity: {updated_capacity_est}\")" + ] + }, + { + "cell_type": "markdown", + "id": "9a78e0d4-463b-4c27-a5b2-21bfbbdaa7e3", + "metadata": {}, + "source": [ + "### 3b: Update with the Results" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "57e59156-5ddd-48e5-a102-2b3afb8e28c0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Current Parameter Updates: {'capacity': 8.0, 'azimuth': 32, 'tilt': 27.0}\n" + ] + } + ], + "source": [ + "site_parameter_estimates[\"capacity\"] = updated_capacity_est\n", + "site_parameter_estimates[\"tilt\"] = tilt_est\n", + "print(\"Current Parameter Updates:\", site_parameter_estimates)" + ] + }, + { + "cell_type": "markdown", + "id": "950ae673-acb4-4e7a-855a-c1c0cb991da9", + "metadata": {}, + "source": [ + "### 4: Final Result" + ] + }, + { + "cell_type": "markdown", + "id": "0e7163fd-dde9-4691-8faf-93d5d0767fff", + "metadata": {}, + "source": [ + "Takes the calculated best estimates for azimuth, tilt and capacity to find a tuned estimate for your rooftop pv power site. \n", + "\n", + "Performs accuracy analysis on the final result" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "5549a920-089a-4e18-a76d-269c3bc69c07", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tuned Parameter Estimates: {'capacity': 8.0, 'azimuth': 32, 'tilt': 27.0}\n" + ] + }, + { + "data": { + "image/png": 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srpUAhVcrTiODUXiNTKu2QVF4taFkoAgjQOFVTAiFVxEgm2slQOHVitPIYBReI9OqbVAUXm0oGSjCCFB4FRNC4VUEyOZaCVB4teI0MhiF18i0ahsUhVcbSgaKMAIUXsWEUHgVAbK5VgIUXq04jQxG4TUyrdoGReHVhpKBIowAhVcxIRReRYBsrpUAhVcrTiODUXiNTKu2QVF4taFkoAgjQOFVTAiFVxEgm2slQOHVitPIYBReI9OqbVAUXm0oGSjCCFB4FRNC4VUEyOZaCVB4teI0MhiF18i0ahtUeQtv7M4diN21E3lNmsKeWnQBQjieejWSw/EZfqMcCVB4FeFTeBUBsrlWAhRerTiNDEbhNTKt2gZVXsJryzyMGv37ICF9TclYDs+YjeN9+2kbm69AFN6wYC7Xj1B4FfFTeBUBsrlWAhRerTiNDEbhNTKt2gZVXsJbedZMpI4d6TaO/T9sQ0GDhtrG5y0QhTfkiAP+gFw7fN/AG9CuddOA2wTyIoU3EEo+3qHwKgJkc60EKLxacRoZjMJrZFq1Daq8hLd6v95I+uwTaxzbAKwCcB+AQ0uXI7dte23jqwjCe8FVgzHn6RFo2fSskuG+uvgzfL1hE+Y/6/4fFa5MHn58Ns45swHu6NM15Nw9fYDCWy7Y/X+UwuufEd8IHwEKb/hYR+uXKLzRmrnw9DucwivbF6rMfhExmZmIOXgAcf/5Bb8D6AAgD8BWAPmGCu+PPwJLlwJpaUD37kCjRvryS+H1zJIrvIpzjMKrCJDNtRKg8GrFaWQwCq+RadU2qHAJr6ctDHsBtAWQDeBzAGc2aYaDq9drG5uvQOHc0rBgAXDHHc69+eAD4Prr9QzVn/D+tnMvbh36OG7vfRVWfvkdjhw9jn43dsatN1yJpSvS8dj01xAfF4fKlZPRvk1zPDq8P5pefge+ePc51KyeanVy8ow3UCk5Cf+68wb4iifv5uXlY+arH+CTVeuQk5uHTu1aYtTQW5CclGDFkj48M+ttqx89urXDho2/cEuDnqmgNwqFVy9PRlMjQOFV41cRWlN4K0KWyz7GcAivrOzW7H6VUydFdjsB2B8Xjy+aNsMZF7VB1sgxYavUEE7hldXcHTucc3T++cDGjWXPW+mWgQjvtf1H46G7++D2m67C/oN/49rbRmPpq0+gbp0a8LSlwZ/w+or37Ox3sPmX3zF13BBLkh+ZPBen1q1pfX/33oPofvsYvDRlOFo1OwtzFn2MlxcuxUuTH+AeXj3TQV8UCq8+loykToDCq87Q9AgUXtMzrDa+cAhv6piHUHn2iyUdzQBwKYBdAD58ZgbOvW2g2iDK0Dqcwmuzee6g3V6GjntoEojw9rhjLL5fOQdxsbFWhFvufRyDbrkGHS45v0zC6yvexdfcgznTHkLTc063vvWf33bjntHT8X9vP4P5by3Dj1v+hxmPy45tIC+/AJd2H4ppj95D4dUzHfRFofDqY8lI6gQovOoMTY9A4TU9w2rjC4fwlj6gJrLbGcCvAD4FcHaYqjK4Ugqn8Hpa4W3eHJB9vTqeNtfcg+cfG4bWLc4tCTf3jU/w3U+/YvbUB0u2IKz96OR/dAx8YCpuuPoydOvUukzCK1skPMVr36YZWl99NxqcWgcxMrkA2O12a/vCVx/OsLZGxMTE4OF7+5b0tfsdYzBiSB8Kr47JoDMGhVcnTcZSJUDhVSVofnsKr/k5VhlhOITXsX/3aPEBtS0AVgBo8eAoHBn9qEr3y9w2nMIb6j28PQaMtfbk9ux2srrFuKmvIC42BuMfvN2v8I56cg7O/kd9pyoNF3Ubgg9feRz1TqlpMX74idmoV6em0x5ebwItwvvmi2NxRqNT3fIjK7y//m+ntd3B8bS7fhieHD2Ywlvm2RyihhTeEIFl2DIRoPCWCVuFakThrVDpDnqwoRJe2bebmP6V1Z8TV1+H5LsH4pqtm7EBwHsA2o0cgyMjxwTdX10Nwim80mdZzf3ww6IqDXJYTWeVBlnN/WhFOqaNv8daWf3+518xfPxMzHzyfmvV13HIzJugPv3SYhw/kW3JsePpf9+TuObKS9D72g7Y+ecB9Bo8Hjf3uCIg4X1m1jvY9r8dePzhgTilVnUcOHQYv27fZQmtxOozZCKWzJ2IU0+piU/+b521wjzrqQcpvLomt644FF5dJBlHBwEKrw6KZseg8JqdX9XRhUJ4XffsShWGa1tdiNU//oBFj4xHxx69wnK5hC824RZe1Tz5ai/7YGcv/AgfrUzHoYxM1D+1Ngb27YbrOksNDPgVXhHiBye8iL0HMtDxkhaY/MggbPvvDox9ar6151cOtiXEx+HUurUCEl6p0jB70cdWf/7OPIo6taqh17UdcFuvLlZ/ln+xwTqoVj2tKs45syE2bNyG+wf1ovCGcpKUJTaFtyzU2CZUBCi8oSJrTlwKrzm5DMVIQiG89WpWKulqPoDuIjkAXpy7ENf1uDEUwwg6pknCG/TgK0gD1uFVTDSFVxEgm2slQOHVitPIYBReI9OqbVA6hdeWeRiVFr+O1DFFt3sVArgZwBIAM884E92/+Vlbv1UDUXhVCUZ+ewqvYo4ovIoA2VwrAQqvVpxGBqPwGplWbYPSJbxVH3sUVWc8CxSK5hbJrhxLmgtgDoB+Xa9BxqJ3tPVbNRCFV5Vg5Len8CrmiMKrCJDNtRKg8GrFaWQwCq+RadU2KF3CW3obg3RucLHsPg3gwZRUHFq6HHlNm2vrt2ogCq8qwchvT+FVzBGFVxEgm2slQOHVitPIYBReI9OqbVCqwpv8wRJUHTMScQf2l/TpIQDT5Dpamw1DXpiFnLbty/2QmiswCq+2KRSxgSi8iqmh8CoCZHOtBCi8WnEaGYzCa2RatQ2qrMIbu3MHanVog5isTKe+jALwlNRtBTAlNhZ79h/R1ledgSi8OmlGZiwKr2JeKLyKANlcKwEKr1acRgaj8BqZVm2DKqvw1j7/HMTt3unUjykARgMYAUC2MuSfcx4OfP2dtr7qDETh1UkzMmNReBXzQuFVBMjmWglQeLXiNDIYhdfItGobVFmEt9odNyP54w+d+iBbGGQrw6DiQ2r2pGTsX/cDCus31NZXnYEovDppRmYsCq9iXii8igDZXCsBCq9WnEYGo/AamVZtgwpWeNOGDrZKj5V+pBKDHFIT2Z0lN6sNvAuZT03X1sdQBKLwhoJqZMWk8Crmg8KrCJDNtRKg8GrFaWQwCq+RadU2qGCEN37TT6jV8WI32ZXyY70AvCk/SauG/d9vgT01TVsfQxGIwhsKqpEVk8KrmA8KryJANtdKgMKrFaeRwSi8RqZV26ACFd6kZR8jbfi9iPnrUMm33y6+WOIqAEsBxNSug7/e/jCiyo95A0Xh1TaFIjYQhVcxNRReRYBsrpUAhVcrTiODUXiNTKu2QQUivJ5WdpcVXxncGcB7ctFEz944PGeBtn6FOhCFN9SEyz8+hVcxBxReRYBsrpUAhVcrTiODUXiNTKu2QfkT3oT0NajR+3rYcrJLvimyewOAiwCsABB7fisc/L+vtPUpHIEovOGgXL7foPAq8qfwKgJkc60EKLxacRoZjMJrZFq1DcqX8FadNA5VX3jG6VtrAHQB0BjAagBVEhOx58+/tfUnXIEovOEiXX7fofAqsqfwKgJkc60EKLxacRoZjMJrZFq1Dcqb8MrFEnVanusmu1cDOBvASgDVExKQMW8Rsrtdq60/4QpE4Q0X6fL7DoVXkT2FVxEgm2slQOHVitPIYBReI9OqbVDehNe1/Nj3ADoAqA/ga5FdAAe/WBcVB9Q8waLwaptCERuIwquYGgqvIkA210qAwqsVp5HBKLxGplXboLwJb83uXZCQXrQvdxuASwHUAfA5gLoAMsdNwrF/yZ1q0flQeKMzb8H0msIbDC0P71J4FQGyuVYCFF6tOI0MRuE1Mq3aBlVaeG2Zh1Fl9otITP8KUpnBlpVpyW4nAEkA0gGckpKCzLETcXzAXdr6UB6BKLzlQT2836TwKvKm8CoCZHOtBCi8WnEaGYzCa2RatQ3KIbwHf/wF1W/rY4mu4/kdQNvivxHZrdehE/5692Nt3y7PQBTe8qQfnm9TeBU5U3gVAbK5VgIUXq04jQxG4TUyrdoGZQlv5n7YzjkbttxcJ9mVlV0pRvZJ12txRtt2ODZkqLbvlncgCm95ZyD036fwKjKm8CoCZHOtBCi8WnEaGYzCa2RatQ1KhLfOgJthW/phScy9xSu7mcUH1FIPHdf2vUgJROGNlEyErh8UXkW2FF5FgGyulQCFVytOI4NReI1Mq7ZBifCe0uyfwJ9/WjEzig+o7S8uPda0bTscWirXS5j1UHjNyqen0VB4A8jxpm2/YcrMN7HlP38gtWplDB3QA72ukYIsAIU3AIB8JWwEKLxhQx21H6LwRm3qwtJxS3jbXwhs2WLJrlwV/GvxpRKt4hNwcOWXUVt6zBdACm9Yple5foTC6wf/wb8O47rbHsG9d/TAle0vwInsHBw9fgJNzj6dwluuU5cf90SAwst54Y8AhdcfoYr586RlHyN+88/Ib9oc1d59A0eXLrXq7G4pvi64PYDDM2bjeN9+RgKi8BqZVqdBUXj95PipF99CZtZRPDl6kMc3ucJr/m+SaBohhTeaslU+faXwlg/3SP1q5VkzUXXmc4jZt6eki0fPOQdX//YbNuTm4j0A3WLjcGzAIGROdr5WOFLHVJZ+UXjLQi262lB4/eTr5nseQ4sm/8TX327CgYN/o0XTf2Lc8NtQt7bcKwPs/1vOrIbnSYyPQVqVBOTkFeLw0ZOnZ8PzdX4lGgiI8FZOjsXfR/KiobvsYzkQSK0cj+y8AuTkFpbD1/nJSCEQs2sHarU+H8h2/neY/F0XAGtjY7HoyafR5dzGyGvaDPbUtEjpekj6UaeaVBbmYzIBCq+f7Hbq9QBy8/Iw5+kRaHhaHUx89jXs3f8XFr7wiNWyoNAetvlhAxATY4N8sTCM3w3bAPkhLQRibDYU2sM3L7V0mkHCRkDmh91ut/45wqfiEojp2QO2pUudAOQD6F58OG3RDTeg1ztLKgygWNm8zMdoAhReP+ntduvDaN+mOUYNvdl6c+efB9D1lpH49rNZqJScxENrRv/2iL7BcUtD9OUs3D3mloZwE4/M79Xqchniv/+2pHMiu7cCEMV9U1Z5Dd6v6ykj3NIQmfNUZ68ovH5oDh8/E6fUroGH7+1L4dU58xgrJAQovCHBalRQCq9R6SzzYOo2qAXb8WNWe9ncIks6bwOYA2BQ8+bY+/5nxm9jKA2PwlvmqRQ1DSm8flK1Zv1PGDNlHl6Z/jDq16uNSc++hj37/8KC50ZZLXloLWrmeoXoKIW3QqRZaZAUXiV8RjSWg2qpY0eWjGUwgLkAngbwYNUU2HfswL7CRCPGGuggKLyBkore9yi8AeRu0bsrMe/NT5Gdk4sLm5+DccP7o06tahTeANjxlfASoPCGl3c0fo3CG41Z09vnWh1aI37zJivoQwCmAZgMQJZx8ps0Q8zPP2Ffxgm9H43waBTeCE+Qhu5ReBUhcoVXESCbayVA4dWK08hgFF4j0+pzUI4au4mr/42E7zYAhQXW+yK4TwEYD2BCcQS7rPD+9BP2pdSpUKAovOanm8KrmGMKryJANtdKgMKrFaeRwSi8RqbV66CqTn0C8pfrI4I7EcDDAKa4/LDw319gX7PWFQoUhdf8dFN4FXNM4VUEyOZaCVB4teI0MhiF18i0ehxU/KafUPOqDrDl5Dj9XAR3tBxOKz6k5tqYwltx5khFGimFVzHbFF5FgGyulQCFVytOI4NReI1Mq9ugEtavRc1rrnD7dTmcJofURHZnSW13lzfsKamw//EHD61VjGlSoUZJ4VVMN4VXESCbayVA4dWK08hgFF4j0+o0qIT0NajZuzvgsrIrsjsEQK/iWruuspt37nnIfHk+qrdvw0Nr5k+TCjdCCq9iyim8igDZXCsBCveHQDAAACAASURBVK9WnEYGo/AamdaSQcVt2YRa3TrBduyo00Clxq7U2hXZfR1AnAcMB79Yh4JmzVG7WjKF1+xpUiFHR+FVTDuFVxEgm2slQOHVitPIYBReI9NqDarK9KeR8uQEwOVqcZFduUWtMwC5TNiT7Oa2uhCHVnwJuWGXwmvuHKnII6PwKmafwqsIkM21EqDwasVpZDAKr5FpRdXJk1D1Gdd6C8AyAN0BXAJgBYAk1+EnJiJr9KM4OnS49RMKr5nzg6MCKLyKs4DCqwiQzbUSoPBqxWlkMAqveWmVagy1Lr/EbWV3DYAuAC4C8KmsALsMPbdtO2SNHIPctu1LfkLhNW9+cERFBCi8ijOBwqsIkM21EqDwasVpZDAKr3lprd6vN5I++8RpYCK7VwM4G8BqD7IrL+85dNwNBoXXvPnBEVF4tcwBCq8WjAyiiQCFVxNIg8NQeM1Lbt1/1IUtK7NkYN8D6ACgPoCvAVT3MORjd92LzCeepvAWE+DFE+b9vnAdEVd4FXNM4VUEyOZaCVB4teI0MhiF15y02jIPo9LiN1Dl+WmIPbDfGpjIrhxOk4uBPwdQ18NwT/Tsjb/nLPAIgiu85swPjsSZAIVXcUZQeBUBsrlWAhRerTiNDEbhNSOtIrt1LmyKmIy/Sga0DcClAFIBpHuR3eN9bkXmE1NhT02j8JYiwBVeM35f+BoFhVcxxxReRYBsrpUAhVcrTiODUXjNSGuVZ6YgZfKkksH8DqBtcRUGWdk93cMwD328ErkXixJ7f7jCa8b84CjcCVB4FWcFhVcRIJtrJUDh1YrTyGAU3uhOa9Kyj5E6diRid+5wkt1OALKLV3Y9ya5UZDi0VAqT+X4ovP4I8efRSoDCq5g5Cq8iQDbXSoDCqxWnkcEovNGbVpHcOi3PdRrA3uKVXTmyJgfUnH8K2KtURebkaTjet19AA6fwBoSJL0UhAQqvYtIovIoA2VwrAQqvVpxGBqPwRm9aK702H2kPDisZgMiurOzKcbWVAFp5GFp212uQseidgAdN4Q0YFV+MMgIUXsWEUXgVAbK5VgIUXq04jQxG4Y3OtFad+gTkL8eTUXxAbVdxnV1PsivvHlq63OliCX+jp/D6I8SfRysBCq9i5ii8igDZXCsBCq9WnEYGo/BGX1oTVy1Hjb49Szp+tLjO7q/FN6idvCft5NiyL78CR/81IijZldYU3uibH+xxYAQovIFx8voWhVcRIJtrJUDh1YrTyGAU3uhKq+zbrd3uQtiOieYC8r9yg9oGAHIEzSG7hbXrIObAfuRedDEyn3oWeU2bl2mgFN4yYWOjKCBA4VVMEoVXESCbayVA4dWK08hgFN7oSmvprQxShaELgLUAlgLo5jIUT1cFBztaCm+wxPh+tBCg8CpmisKrCJDNtRKg8GrFaWQwCm90pFUulqjRvw8S0tdYHRbZvaH4cNrrAG7yMAwKb9lzy4snys4uWlpSeBUzReFVBMjmWglQeLXiNDIYhTey0yqiG795E5I+X4kqLzxjdTYfQHcAywG86UV27YlJ2PunHGVTe7jCq8aPrSOXAIVXMTcUXkWAbK6VAIVXK04jg1F4IzetaUMHo9JiWb89+RQCuBnAEgCzAAzy0v2j996PrIlPKg+OwquMkAEilACFVzExFF5FgGyulQCFVytOI4NReCMzrZXnz0bqw8PdZHcIgLkA5viQ3ewrOiNj8YdaBkbh1YKRQSKQAIVXMSkUXkWAbK6VAIVXK04jg1F4Iy+tso2hzsUtrCoLpZ/BxbI7GcAoD922JyUh84mncfy2gdoGReHVhpKBIowAhVcxIRReRYBsrpUAhVcrTiODUXgjL62VZ81E6tiRTh0TwX0KwHgAE7x0+cjDY3HkoUe0DojCqxUng0UQAQqvYjIovIoA2VwrAQqvVpxGBqPwRlZapQpDjf43wZaZWdIxEdyJAB4GMMVbd2027P3fn7CnpmkdEIVXK04GiyACFF7FZFB4FQGyuVYCFF6tOI0MRuGNrLTWbVgLtmPHSjolgjsawAgAT/uQ3b/nLMCJHr20D4bCqx0pA0YIAQqvYiIovIoA2VwrAQqvVpxGBqPwRkZaZRtD5VfnIm77f0s6NA3AQ8WH0+SQmutTmFYN2e074MiEJ1HQoGFIBkLhDQlWBo0AAhRexSRQeBUBsrlWAhRerTiNDEbhLf+0Ji37GNX7O18dIZUY5JCa/KrU2o3x0M1DS5cjt63jMuHQjIPCGxqujFr+BCi8ijmg8CoCZHOtBCi8WnEaGYzCW/5pTbvvLlR6c1FJR94urrUrGxSkCm+cpy7GxWHvrzu179l1/RSFt/znB3sQGgIUXkWuFF5FgGyulQCFVytOI4NReMs3rdbq7sB+QF6u1RGR3VsBdAaw1JvsAjj83Es4fuvtIe88hTfkiPmBciJA4VUET+FVBMjmWglQeLXiNDIYhbd801qnxTmI3bXT6sSy4iuDRXbfA5DkoWsFp5yCv+e9jtw2l4Sl4xTesGDmR8qBAIVXETqFVxEgm2slQOHVitPIYBTe8KdVLpaotPgNxG/+GZXeKtrKILJ7A4CLAKzwIrvy3oEvv0F+46Zh6zSFN2yo+aEwE6DwKgKn8CoCZHOtBCi8WnEaGYzCG/601ry6ExK+WVfy4TUAugBoDGA1gCpeunR0wGBkTX0urB2m8IYVNz8WRgIUXkXYFF5FgGyulQCFVytOI4NReMOb1uQ3F6LafUNKPvo9gA4AzgawEkB1L9356633kXPlVeHtrFSHsAG1qyVjX8aJsH+7PD9Yr0ZyeX6e3w4DAQqvImQKryJANtdKgMKrFaeRwSi84Utr7M4dqHNBY6Cw0PqoyK7s160D4Gsfspsx5zVk99R/qUQgI6fwBkKJ70QjAQqvYtYovIoA2VwrAQqvVpxGBqPwhietcrFE6tiRJR/bBuBSAKkA0gHU9dKN7K7XIGPRO+HppIevUHjLDT0/HGICFF5FwBReRYBsrpUAhVcrTiODUXhDn9aEdV+j5rWyllv0iOx2Kj6Y9jmA0710IfPxqTg2ZGjoO+jjCxTecsXPj4eQAIVXES6FVxEgm2slQOHVitPIYBTe0Ke1bqPasB09an3odwBtiz8pK7veZDf/3MY48NW3oe+cny9QeMs9BexAiAhQeBXBUngVAbK5VgIUXq04jQxG4Q1dWqtOfQJVXnwetmNFsru3WHazAcjK7rkePp3XpBmO3XUvjvftF7qOBRGZwhsELL4aVQQovIrpovAqAmRzrQQovFpxGhmMwhuatCauWIYat9xYElxkV7Yx7C8+oOZJdgtOqYsD6d+H/LrgYEZM4Q2GFt+NJgIUXsVsUXgVAbK5VgIUXq04jQxG4dWb1vhNP6Hq008iafmnJdUYMooPqO0qrrPbysMnZQvDwU9WRZTsSjcpvHrnB6NFDgEKr2IuKLyKANlcKwEKr1acRgaj8OpNa+mrgiWyyK4cV/sVwKcA2nv43F9vvIucLt30dkRTNAqvJpAME3EEKLyKKaHwKgJkc60EKLxacRoZjMKrL61Wnd2WJzcryM5duVRiS/F1wZbs2myA3V7yUdmvm/nE0/o6oTlSMMK7ZZMNWVk2qwcXty2qNaz6rE2PgUQ8rb4d9Ruc5KYa1197Xjzhj1D0/5zCq5hDCq8iQDbXSoDCqxWnkcEovPrSWnXyJFR9ZooVUA6myXXBGwC8B8B1/fb4bQNx7PY7kde0ub4OhCBSoMI7fkw85s2OK+nBJW0LsWRpTpl7lJkJ9Lo+CSLRjueBkfl4cGRemWMG05DCGwyt6HyXwquYNwqvIkA210qAwqsVp5HBKLzqaZWV3dSR9yPp/1aUyO4NxVcFL/Ugu/LSkZFjrL8i/QlEeEVKO3dMchvKhMfzMGhIfpmGOHdWHCaMjXdru/6H7LCs9FJ4y5S2qGpE4VVMF4VXESCbayVA4dWK08hgFN6ypzUhfQ1q9OkJ24njJUFE77oDWA7gTQA3eQlvkvAuXxaLgf0T3EaqsiJ7Y/dErEuPcYspq8ayehzqh8IbasLlH5/Cq5gDCq8iQDbXSoDCqxWnkcEovGVPa90GtWA7fsxJdm8FsATALACDfIQ+PGN2xNTa9UUgkBVe2Wfbq3uiVuF13SLhCE7hLft8ZUtnAhRexRlB4VUEyOZaCVB4teI0MhiFt2xpdT2gJmuONwN4G8AcP7Ib6QfVShMJRHhlv23nDknYvevkfluJobL9wJNEn9fEjlWrZXd06B+u8IaecXl/gcKrmAEKryJANtdKgMKrFaeRwSi8gae1er/eSFz9OWwnTqCgZi3EHjpY0ngwgLkApN7CCC8h7ZWr4NAnqyL+oFqwwivvi/TOmx1vHTJr3NSOq7rmW/+v8oj0rlgWi107bVbVh95985GaqhIx8LYU3sBZReubFF7FzFF4FQGyuVYCFF6tOI0MRuENLK2pox9E5bkve3z5IQDTAEwGMMpHuINfrIsq2ZWhBLLCGxjB6HqLwhtd+SpLbym8ZaFWqg2FVxEgm2slQOHVitPIYBTewNLqeqGEo5UI7lMAHgZQVJDM8xMth9Rce19aeN95KxZbt8QgJcWONm0Lw3J4LLDs6H+LwqufaaRFpPAqZoTCqwiQzbUSoPBqxWlkMApvYGn1JLwiuKOLtzB4uzoiWkXXQcUhvN2uLsCKz2KdYM1fmIuruhUEBtDlLSk7JvJcv35hRMozhbdMaY2qRhRexXRReBUBsrlWAhRerTiNDEbhDSytNa9oh4Qfvy95WbYwyFYGqcQgh9S8PRkL30Z2t2sD+0gEvuUQ3lj3CmHWvtp3A7xcQvb4zn05DiuXx2L/PhsOHXI+4Bau6guBIqbwBkoqet+j8CrmjsKrCJDNtRKg8GrFaWQwCm9gaa19SUvE/ecX62U5nCaH1ER2pfyYBxe03ss/tzEOfPVtYB+I0LdEePfsSEarlu4dDEZ4WzVJwr59zpJbOmIwscKBisIbDsrl+w0KryJ/Cq8iQDbXSoDCqxWnkcEovIGltV7NSiWyOwRAr+KLJbzK7hln4uDKNbCnpgX2gQh9y7HCWy0NyMpy7mSXrgV4ZVGuz55LhYWXZ8bhtVdOXjvsqQGFN0IngMHdovAqJpfCqwiQzbUSoPBqxWlkMAqvc1ptmYdRZfaLiN/8M/KaNANsNkjN3UqLX8fbdrtVa/cqAHJlsJPCxcQUVWAoKMDRe+/HiV59om6+yLaDB4YlYF16LFJS7daWhUlP5OKfjZLx2JN5Tlf9pqQAK1f7vuZXbmAbMjABeXn+UQQiz/6j6HuDK7z6WEZqJAqvYmYovIoA2VwrAQqvVpxGBqPwnkyriG3tyy6C7cgRt1wvK74yuDOA9wAklXrDXqky/nr7A+RefGnUzhGpeXvf3QnYu8d520HvPgV4681Y7Ms4YdXD3VV8uUTjJoV+a+J2apeEX7Z538bggHVafbu1F7h+A7W6vTrhU3h10ozMWBRexbxQeBUBsrlWAhRerTiNDEbhLUqrrOye0uws2I4d9Si7NwC4CMAKF9ndu31P1G9b8HY1sIBo0tSOn36yWcIb6COXT2Rl2XCjh+uGS8do2rQQjz6eh0DkOdBv63qPwquLZOTGofAq5obCqwiQzbUSoPBqxWlkMApvUVorz5qJ1LEj3XK8BkCXYtn9FEAVlzf2HDoetfNi1YoYPDkpAb9ttyE/3/MwZPV1x47AhFe2RPS6Psm6bc3fU6kS8O+vfW+J8BcjlD+n8IaSbmTEpvD6ycOriz/DtFlyW/rJ5715k3DOmQ2sX6DwRsZEZi+KCFB4ORP8EajowisruzWv74r4TT95lN2rAZwNYLUH2T1x7fX4+9U3/SGOyJ/L9oQ2LUtvzPDczQ6XF+Lz/4sJaIV3/Jh4zJvt+3BaXBzw/Eu56NipwO+WiPIER+EtT/rh+TaFNwDh/WX7Tkx6aEDJmwnxcbDZiv6LlsIbnonKrwRGgMIbGKeK/FZFFl6R3VrtL0Lcn7vdpoBU3O0AoD6ArwFUL/WGPSkJx2+5DZlPTY/aqROInMrgPvgkG9d1S/IpvE9PjsPM5+O9rhI7IA0YlI8Ro/IiWnQdfaXwRu3UDrjjFN4AhPe/v+/Gk6OlAqP7Q+ENeK7xxTAQoPCGAXKUf6KiCm/Mrh04pVVjoLDQLYPbAMjxszoAPgdQ1+WN7K7XIGPRO1Gd+fuHJmDJYueb01wHJNsZvv0xG7WrJXsVXtm+0Lmj/5Viif3nocD3AZc3XApveWcg9N+n8AYgvPPe+hSyqlu7RjX07NYON3W/vKTVgcPZoc9S8RcS4mOQVjkBOXmFyDzmuxZi2DrFD0UUgfjYGFROjsPho5wfEZWYCOpMSiX5Z0i+9c+RivRUb3sB4rZu8Si7nYoPpqV7kF1pkPXiHGTf3C+qcMn+2kcficfmTTHIygROqWfHhvXuVYSrVbPj9H/YUbsO8NjkPDRsaEeNlCQcyvT877ZRD8Xj1Xm+xVlA3dS3AC+8FEB9sgihWjstMImPkO6yG2UgQOH1A23TL78jOzsHdWpVw5Zf/8Bjzy3E/YN6ofe18odfQH5B+MqqyC6K2Bgb7HagoDB83y3DvGKTciIgc0QKxxdULJcpJ9rR+Vm5Mlb+8SH/HKkoj+21BYgdeHJbmmPcvwNoW/w3IrunO34gRWePHwf++U8U9uqNwkfHhwzV4cPAmjXAjj+Adu2B88/X86mBA2xYuNA5VpUqwNFSRSlOPRX48Sc70krdlSGb9WJjbV7/3XbffcDLL7kfUktIsHBB7t24oacd9/3L/zi+/BJ4bFJRrEaNgLHj7Nb/l8cTF+v/4F159Ivf1EeAwhsky1cWL8Oa9T9jwXOjrJbc0hAkQL4eUgLc0hBSvEYEr2hbGqzyYy3Ps8qQlX5EdmVlV9YxVzRshLNPq4/8+g1xvO+tyG3bPiy5loNkXTomQVZjHU/vvgWYPkP9T2hat0jC7uIauqUHs3X7CbzzVhzativAeY3d/6vHcdOat7JkW7fYcOVl7quh9z+Yh4dGeyn94IGmpy0WUpd3xRfZ5bLnl1sawjLly/UjFN4g8S96dyVWfvkdFs14hMIbJDu+HnoCFN7QM472L1Q04U1+fwmqDb7NKW17i1d2xTPlgFqjHjfi77kuy6FhSPQzU+Px7FT3Kgcrv8hG46ZqS/AXNk/Cnj/dVy397av1J7yCZdzoeOvq4IKCIkjntyzEm0tyAhbVd96KxfBhCR4JL1mag0vahv+PqCi8YZjw5fwJCq+fBCz7/Bs0OacRqqVWtbY0jHpyDm7vfRVuv0kum+QKbznPX37ehQCFl1PCH4GKILyymlujfx8kpEtVXecno/iA2n4AKwG0AmCvmoJDH60ouio4jI9c1LAu3X1frar0Db0rAR+8577PVq4OlhvOfD2BCK+jvaxQl+W2NF8H6FTHXtb0UXjLSi562lF4/eRq4rOv4fOvvkfWkWM4pXYN9OjaDoNuuQYx8k8FCm/0zPQK0lMKbwVJtMIwK4LwertUQmRXrgr+tbjOrsiu4xHZPfjFOgWywTcNxQrvjd0TsC7dXXbPONOOl+fm+F05dgjv+x/nYH2xjIvU9upTvJwb/DDdWvgS3vU/lM/lFBReDYmN8BAUXsUEcQ+vIkA210qAwqsVp5HBTBdeWd2t3e4CxO7Z45Q/OaslR42lToNcF+xpl264rw2WFdLOHZKQlXWyq4GswnqbmL5Khj0wMh8PjvRfNUGEd+2Xybihp/NX7rwrHxOf8N8+kN803rY0jBqTh2HDA98HHMi3An2Hwhsoqeh9j8KrmDsKryJANtdKgMKrFaeRwUwX3lod2iB+889usis3qG0A8B6Abl4yG27hlW6I9L6zuGgfb/36hZBDa2V9fO2NDUZ4+/RMhlRQcH387f8Npt+yui39lYN1zZoXYtpzuX5Xn4OJH+y7FN5giUXf+xRexZxReBUBsrlWAhRerTiNDGay8Mp1wbU6XuyUN6nC0AXAWgBLfchuYa3a2Lftj6jO+dr0GPTqnug2hsRE4Mt1gW0VkBVeb8IrFR5SU6MakdfOU3jNzGvpUVF4FXNM4VUEyOZaCVB4teI0MpiJwiuiG79lE2yHDyN17MiSvMkfjncvPpz2ulyG4CWj9pRUHFq6PGSH1mSrwYrPivbVntfEjqu6lX0V19+kdC1HFh8PzF+Yg05XBlb5QIR3yIBkLJX/Oij1SGnibb/5vzlNxpqVVXTGRbZnRMtD4Y2WTJW9nxTesrOzWlJ4FQGyuVYCFF6tOI0MZprwpo55CJVnv+iWK5HdWwEsAfCmF9k90bM3cjp2wvG+obtFbfmyWAzs71yCS+d+WNeBS01fqbPrkM7effKDqqQgwrtnRzI6doDT3uIJj+dh0BDf+2t7XZ+ItV+frDqRVg1Y+110rApTeI38x53ToCi8ijmm8CoCZHOtBCi8WnEaGcwk4Y3duQN1Wp7rlidZV7wZwNsA5gAY5CGTBaf/A/u/3RzyHHsrPaZzP6zOQTiqNPz6+wls2SzXEtvQuEmhX2me+XwsJj/mXltXVrPnL1S/SEPnGD3FovCGmnD5x6fwKuaAwqsIkM21EqDwasVpZDCThFfq7NbsXlQT3fGI7A4BMBfA0wBGeMlidtdrkLHonZDn2JvwRup+2GDq8Ao82cLQ45okHDvmGWXDhnas/V52Ukf2Q+GN7Pzo6B2FV5EihVcRIJtrJUDh1YrTyGAmCa+nQ2qDi2V3MoCiC+A9PDExOPh5esj27Jb+4oB+CSX7dx2/Huh+2PKYgMEK7z9OTUaOj7ssZM/yqtUU3vLIJb/pTIDCqzgjKLyKANlcKwEKr1acRgYzSXglQfVqVirJkwjuUwDGA5jgI3vHbr8TmdNe0JrfubPisHVLDFJT7ejctaDkelypnDCwX2LQ+2F9dU726a5fG2utrsrBMJ2HwwIVXhnX05PjsWG9+01xpfs+bkIuhgwN3SE9XUnkCq8ukpEbh8KrmBsKryJANtdKgMKrFaeRwUwQ3oR1X6Py3JcR99t2xG3/L2wnTliCOxHAwwCmeMmcPSkJx28biKyRY2BPTdOWX0+ruGefU4gZLxfVlpVau0X7YWHth5VfK+sjsnvZxUk4eKCoEoI8l7QthFzJq+PxJbzy7a2bY3DggA33DHLfr+vp+5G6V9m1rxReHbMnsmNQeBXzQ+FVBMjmWglQeLXiNDJYtAtv1alPQP4q/Yjgji4+nCaH1Lw9GQvfRna3a7Xn9dSayR5j6hBRWUkVtT2tfpEkd7siCRlyR7LLI8Ir31N9vAmvSLtUYZD/D/QJZTWKQPsQ6HsU3kBJRe97FF7F3FF4FQGyuVYCFF6tOI0MFs3CK9cG1z2jnlNe5HCa7NuVSgyzAHj7A/acC9vgr8/+rSWnspVg3px47N5pQ7Uadnz6UVGNXU9PWVc4gxXM6TNy3W5pk9vM5s+Og6zM1m9gh5QWc60BLLedLVkch8wsm3XTm1w/fHn7JOzLcK65e//QBCxZ7H2cjrFL3d/OXfNxxZVqt8ZpSVQQQSi8QcCK0lcpvIqJo/AqAmRzrQQovFpxGhksmoU39eHhqDx/dkleRHalIkOv4lq73mRX9uxmjZukZRuDiGiXjkmWRAbylFV4AxVMRx9cV3g91f+Vd9f/cPLGtfeXxGLY3c5bE+Qmtd9+B7ILTwqvjPnuQQnY+L3v/bpTp+fimusKovI2NgpvILM5ut+h8Crmj8KrCJDNtRKg8GrFaWSwaBXepGUfo3r/k3elSY1dqbUrsiu3qMV5yZbuA2pyOG3C2PiA5oYcJnu3jHtrvZUz8/Th0xrY8c0PzpUQZHX32anuVESMZR+x6z7g0nE//zdwTrMT1qG4gbcFto0hmrYveGJI4Q1oSkf1SxRexfRReBUBsrlWAhRerTiNDBatwlt6767Irtyi1hmA3IDrTXYzH5+KY0OGas2jN5G84KJCVK4CbN1kQ3a2DZdcWoDpM3PLvNrp6SCcp4FUqw6kf+t+m5m3fr44JxfTn47D//7rfbXWIbzXX52Ib7/xvap7XpNCrFqt58Cc1kQFGYzCGySwKHydwquYNAqvIkA210qAwqsVp5HBol14lwHoLpUJAKwAkOQlS6G6WMLbVgHpRiDX7wYyqT58Pxb335uAvDzvb8fFASNG5aH/HfkepVoOu/XqnugUoGrVor89csR7XKkRvPFH4NZ+hViX7lt2JUqXrgV4ZVHk36TmjzuF1x+h6P85hVcxhxReRYBsrpUAhVcrTiODRZPwVlr0KlKmPIaY/fuA2DisKchHFwAXAfgUQBUPGbKnpFplx473vVXLnl1Pk+DewQkQKXV9VLYwOGLJ3uDGZybD7qdy2Qef5OCiNr6rMsj2i3cWx2HrZhvOONMOm83uc2U3MQl4alouUiolYMAA/9NfKke8sjBHqcya/6+E5w0Kb3g4l+dXKLyK9Cm8igDZXCsBCq9WnEYGixbhdb02eA2AqwGcDWC1F9mVhIVqZbf0ZJBDXG1auq8tqwqv7Jld+kEcXnzB2yYNQFZgHxiZh0FD8gOen7f0TsTqf/terY2NBXbuPwEpS/byC8mYJEWNPTxXX1uA2+8s+rbsBZZDbiY8FF4Tsuh7DBRexRxTeBUBsrlWAhRerTiNDBYtwpsyaRyqvPCMlYPvAXQolt2VAKr7yMyhpcuR27Z9yHN37j+SnW5Pkw/26lOA52aW7Y/3R42Ix6IF3kXX02qqiLejVFhKKiAHx1yfQA6/VasGdLg8H/EJNjRoUIik+Hg8/rg7wut6FGDKtLLvSw55UhQ+QOFVgBclTSm8iomi8CoCZHOtBCi8WnEaGSxahDd1xH2ovGCeJbtyOK0OgK+9yG5B/QbIadve2sagU3ZlS8D6tUUro1K/VoTW8bheGSyru/MX5gS94ilbGK7pkojf/ud7BVZk8+W5J2XaU3m00hddyM/nzY6z/vL1XH5lAb7fNzzlGwAAIABJREFUEOtUZk1WbQsLnff6ysry+o3uh+NM+U1C4TUlk97HQeFVzDGFVxEgm2slQOHVitPIYNEivJVnzcSesSNxKQD5U/N0AHW9ZOTIyDGQv3Q8chHD7l02fPF5LH5wqTv7wMh862KG0o8Ia7B/rC8yunVLDGJj7Bg8IBE5foocXNi6EB9+6vySr7JjqSl2dO7o7ThfUe9r1bLjjXdyrCuPhw9zvyZ43IQ8HDtus25Wk0sr7rwrL+hx6shHuGJQeMNFuvy+Q+FVZE/hVQTI5loJUHi14jQyWLQI784df6DnhU2QVFiIzwGc7iMburYxjB8T73NFVMRPLm5QeXxVeXCNK/tl//VAnsdDYd4uppDLH95fcnJl2lNfExKAl+flWqvW3sTZk9yrjDvS21J4Iz1D6v2j8CoypPAqAmRzrQQovFpxGhksGoRXZPemnt2Q9+dupOfnu8muVGKwZWVC/v/okKHaVndPrZnsN+dlvTnNEbh1iyRrBTmQZ+UX2U6yK4fadu+OQUqKHWvTYz1eLOEvrqzsvvluDs5rXFQGwpuAz19YJMQV5aHwmp9pCq9ijim8igDZXCsBCq9WnEYGi3Th3b9vL66/uhOOHP4bq9Oqo9mO393ysOfQ8ZDkxp/w6qg56+8bjoE9+0Iubrq5SDhlv7CUQjuw/6Qon3qa3SpdtufPwORZ4silEx07uV/963qw7bLLgDffO3m1cEhgR1hQCm+EJSQE3aHwKkKl8CoCZHOtBCi8WnEaGSyShDd25w5UG3YXpASZPDsubI3O+/bi0O5dWGm3o5WHDOS2bYdDS+XKCT2PrHDKVcGyV9XXE2zNWdkLvG5tUa3eS9qePPDmqbqD63c7dy3Aq8WXOXi6QMLx/qgxeWh1USGmPhnv90Y0f1f/yupxZpYNaal2XN4+CfsyKLx6ZhijRAoBCq9iJii8igDZXCsBCq9WnEYGiyThrd6vN5I++8TinAFYB9R2FdfZdZPdxEQcu/1O61IJe2qaltzIgbOLWyY7VSgoHdhR87Zx00JIBYRAH097gR23sHnbM+uIPfCufEx64uTBOF/vO/bZ+io9JgfenpiSG/DlEFKHt3a1ZApvoMnme1FDgMKrmCoKryJANtdKgMKrFaeRwSJJeOvVrGQxPlpcZ/fX4hvUvFXR1b2Vwdvq6SWXFmL4Q3llvljB07aF0pdSyKqyiKzcgOZ4bh+Yj5tvzXcTU2+H00pPzkqVgePHPE9X133A/iY1hdcfIf48WglQeBUzR+FVBMjmWglQeLXiNDJYpAmvyK7coLYBgGxU8HVlRLiEV+UCCZk0noRXVou3/ea+TUC2EjRu6v0eYakFLFsugn1kC8a7S3OskmLBPBTeYGjx3WgiQOFVzBaFVxEgm2slQOHVitPIYJEkvEl3D0SPJW9hLYClALr5IH68z604PHOO1pzIloY2LdxvTJs+Ixe9+5atQoG3a4c91dINZDDSx4H9E7Eu/eTFFFWqAEflvxRcHllFzsy0WSvTUi84WNmVcBTeQLLCd6KRAIVXMWsUXkWAbK6VAIVXK04jg4VbeG2ZhxG/eRPiN/+M3EsuRV7T5hbX7OxsDL61F7788t94HcBNUnLAy3O8V18cfnm+lnyIkMqKacZfsp3AjpYXFGLr5hj8uDEWpzWwW6W4XC+XCObD3sp83XpbPp56xvnSimDiLn0/FgteiUNcLPDLthhkyKZnl0e1ZBqFN5iM8N1oI0DhVcwYhVcRIJtrJUDh1YrTyGDhFF6R3dodL4ZUY3A82d2uxYFX3sCAfr3xxecr8eLsBRgyqL9X1vZKlXHg6+9Q0KChcj58HVJzHCpT+YjE/9c9CVi1oqg6Q+nH9WrgYL6zYX0Mel2fiPx8761K7xEOJrbru1zhVaHHtpFMgMKrmB0KryJANtdKgMKrFaeRwcIpvFWnPgH5q/QjtQ56n30uPvjvr5j6yAT0vX8EHIfXXIFnd73Gulgit62vnb2Bp8lXiS+5HnjrdrVSXL4OmJV1X7Acbps+LQ52D0UiqleHVWGioACoW8+OIffmQ8qPqTwUXhV6bBvJBCi8itmh8CoCZHOtBCi8WnEaGSycwps2dDAqLZYNC0WPONsQAHMByG7cQbFxyG/QEHF//AbrFoVST8Gpp2H/T//RmgOpjTt8WILXmMFWNCgd6MoOSU5VF1w/UparemUbwz2DvffX00CWLM0JqoSaawwKr9Ypx2ARRIDCq5gMCq8iQDbXSoDCqxWnkcHKU3gHF8vuZACjfNC1V6mKv956D7kXS2Ve9Uf27X67IQavvRKL7za4bzdwfKGse2C97dst3fNgRdRXbV1fRMoi1qXjUXjV5xsjRCYBCq9iXii8igDZXCsBCq9WnEYGC6fwpo55CJVnv2hxfAjANADjAUzwQjbz8anIa9pM2xYG+Yy/VV1HVy67vBBvvpMTVM5li8T82XHYsikGu3Z5vqktMRF4aW6udRgu0CeQUmRnnGHH9u3u36TwBkrZ+T1eLVw2btHUisKrmC0KryJANtdKgMKrFaeRwcIhvI7KDFVeeh5JK5ZZq7lPAXgYwBQfVA8tXa5VduVTgVzlm1YNWPvdCcg+3kCfCWPjMHeW7/q41aoDo8fl4t+rYpEl5cKaFmLg4Hyv5cI+XxWDl2fG4ddtsR6rMDj61v6yAoyblIcrL0ty667KtgwJxhXeQGcA34s2AhRexYxReBUBsrlWAhRerTiNDBZq4a301iKkjhkJW1amxU8EdzSAEQCe9kHUXrkK9v38H23XBq9aEYPZL8VhXbr3LQyO7rw4JxfX9wx8BXbwHQn49GPfceXih8en5OL2WxKdRi21cdf/kO1GYusWm0eBLf1io9PtGDcxr2S1uPSNbec1sVvl1IJZSfaUDgqvkb/tOSgAFF7FaUDhVQTI5loJUHi14jQyWKiEV0qPVRt2FxLS15Rwky0MspVhUPEhNflBwSn1ELtvjxvbjIVvQ0qW6XikssGzU+MCDhXM/lq5Ga1zR/eVVcfHpDxYl64F6N03H89Ojce82e798PS9W3onYvW/T14u4dp5EeiVq7MDXoV21BsWKZaV6y7dCjDh8Vy/7Sm8AU8bvhhlBCi8igmj8CoCZHOtBCi8WnEaGSxUwlu9X28kffZJCTOpxCCH1DqiNqpUfRMZDVvgtLOTMeKOPWh1c6uSFWBpIHt3jw0ZqoW3iF7nDonIyvK8p9bTR4LZBuDvgFrpWAP6JWDFZ+4rwZ6E19shtRo1gR43FJUbC+bmNE/xJMbEJ5wvv5CyZnLxhoi6PBReLdOQQSKQAIVXMSkUXkWAbK6VAIVXK04jg4VCeOM3/YSa3S6H7URRHdu3AdwM4DLUxhf4E8DJVU6RtpVL96Pmzp8Qk5mJvCbNtFwqId8VGZWLHzxdu+tIZkICkJt7MrXBHvLyVcv3is4FeO3NouDSlzEPx2PfXnfxli0NrvI6sH+C1cb1mTo9F7f0C3y7haxur0+PgfTT9Wnc1A4RcsfTvk0Stv/vZP/63FKA6S/kona1ZOzLUKtJHG2/eXhoLdoyFnx/KbzBM3NqQeFVBMjmWglQeLXiNDJYKIS3TotzELtrZ4ns3gqgM4BWeBSPYaIbx2C2EASaBBE9OfB14rjvFiK4vfvkW1UVGjcp9PtH/J6itW6RhN2lqjLExgKPjMvFkKFFYiqrzF06JlmXQrg+02fkondfd4GVdy9olozjx062aNjQjrXfu+/39TZCbyvKjvdln++q1UXx7h2cgA/fdxfs1xfnoG/vRApvoBOP70UNAQqvYqoovIoA2VwrAQqvVpxGBtMlvJVnzUT8lk2wJyai8oJ5FqtlALoXy+571iUTC/Aabgu58Pq64cz147quEH7nrThLelNSYQl06RVbb6vAgawmS0kyeerUKcR1PTxcr+ZhVoosi2CLaPt6St/25m0LxcTH8zD2kXgKr5G/+yv2oCi8ivmn8CoCZHOtBCi8WnEaGUyH8Lru13XI7g0ALgKwAoAc63oO92M4prtx9PRH+mWBLTV2J4xN8LiS6ileSgqwfmNw5cfK0i8V4Q32eyK5l1+ahOM+VrZl3HJobeITJw+tUXidSXNLQ7AzL/rep/Aq5ozCqwiQzbUSoPBqxWlkMB3CW69mJSc2UpehC4DGAD5EKt7D7fgQ1yMNh/HfuPOwJf+skvd1rLA6ggVSY1felaoJsn/1zrvyAtrCIKusR7KKviKrosEcFpM2RQfnkpBVHMPR3/kLPV9AIeLu2CLh6Gugk89fRQqp7iAH1bZuLlr9bdO20Lp6+I1FsRg53PnaYpsN+GbjCbRqxj28gfLne9FDgMKrmCsKryJANtdKgMKrFaeRwVSFVw6o1ep4cQmb7wF0AHA2gJUAemI1vsRlTuxmvJyLU+rZLdHS8cgf4S95Kw7jx/q++EG+5akyga8+eFr5DKaKgyN26Rq5Ip2yb1fq5Lo+nvbdBrPH2dcVxHLLW1wccKzUvmD5vuM/OuRQ3dIP4iAlk6vXsFu/3vOGAh5a0zFJGSPiCFB4FVNC4VUEyOZaCVB4teI0Mpiq8AoUxwqvyK4cTqsD4GspaYU0VMPfbtyk5NW7S4O7ttcb/PFjPNe2Lf2+49KHK7sEJ9jeauwGK82BTByR9m/Xx+A2l4sppK2s8r6yqFQpiVIBpV2v7kX7dXNygKpV7Th0yH3vbmISkOPlvJtrtYbS/WVZskCyx3eikQCFVzFrFF5FgGyulQCFVytOI4OpCK+s7spBtbShg7ENwKXFsrsAp+FlPIbNaILvcEHIhNffpQ/yYVlN7tkr8DJepTvrbe+tTmGX7/k7ZObre66lxCSebEWw20+OpHJl91Vd16T8echz2TEKr5G/7Tko3rSmPgcovOoMGUEfAQqvPpamRiqr8IrkVlr8uoVFZLdT8cG0dABd8SN+QnOvyEpXB1DhKntrJ3jYxiArulJiTLYNqFytK6umbVq636IWSHWFYMblb9+tN14iyuedkezxU7IK/fWaWPyyzf+FG76EmsIbTCb5bjQR4AqvYrYovIoA2VwrAQqvVpxGBiuL8CauWo4afXtaPH4H0LaYjMiuDY1wuvWrnh+p/fru0sCvxPUF3dstZzqF1HXLhMi0bMcI9uBa6XHIyvSzT8djy+YY1K9vx/79wPb/eb5GWCoqyBXCju/JqrNcJCFPnbp2t4Nmju90uy4fyz7yf52yrP4ueDPH635qCq+Rv+05KK7wqs8BCq86Q0bQR4DCq4+lqZGCFd6qU5+A/CXP3mLZla2hnwM4F8DGxNZombPeDZeI7nMzcqzqCLoeWeFs0yLZqfqBqyDq+JYIqsjpaQ2KVo5TU9Wiul5U4S2aHBrr3Te/5HueVoLj4oF8l7NvMTFAYQDblS9tX4Bpz+X5lHcKr1qu2TpyCXCFVzE3FF5FgGyulQCFVytOI4MFKry2zMOW6FaZ/WKJ7Mo2hv3FB9REdn/E+dbPLqvyHbKOOt/apWPVVbYYSAWB0tIsvzZvdlyRkNa3Y9BdeVqlWnfSA9l3LN/0tM3AU9m1Bg3t2POnDfn5RT2VSgy169h9XjqRlATMeTUHna70b8UUXt0zgPEihQCFVzETFF5FgGyulQCFVytOI4MFKrw1u3dBQvpXFoMMAM1RFXtQgEKsQVWchVgU4DDSrJ/XqJaP7Ny4kvJXIm/zF+aUeWVUJHHgbYklEicrrEs+zI5osfU2WbwdhGvZqhAdOhUJaEqKHYOGFBtsqUCn1vS8X1cOnIn4O7Y9+KpHXLeeHa+9EfhKO4XXyN/2HBS3NKjPAQqvOkNG0EeAwquPpamRAhFeWd2te0Y9C8GPqI9OiEMGDgL4FEB7j2iklJZccKCy11UCezvQJXHlhrZIfkRC58+Jw5ZNMWjctBADBxddOexJSL1dwCGyv3t3jCXBA/olul1eccaZdhw6aCu5XU5EeecOG1Z85rzC7uC0dXtwN8tReCN5hrFvKgS4wqtCDwCFVxEgm2slQOHVitPIYP6EV2S3dttWiN23F0dl9RZNkYv/Fl8Y7Fl2BZSswopcqTzeDqU5YnorpaXyTV1tRXa7dExyuuZYmKz74YS1/WL40ISS29SkCkPpa34dfbh/aAKWLD4prtWr25GR4b/qwoiH8/D8s/HIc9nbW5bqGBReXTOCcSKNAIVXMSMUXkWAbK6VAIVXK04jg/kT3uQli/HT3QsxHqOxAWORjU0A3gPQzScPOaS2anXZV2A/fD8WTz0Zj51/eBe8YG4gC3fyvJVMmz4j1yqX5u/xttf3/gfz0LBR0cG/3Fzg4QedrwOWX5f90nJt8t2DEvHH7zbk5QJt2xV6lGp//aDw+iPEn0crAQqvYuYovIoA2VwrAQqvVpxGBvMnvJkDxuLijx5CJgYWXxa81K/sOqTL09W5gUC8e1ACPvrA8x/Ju7YPVnpFJHVWivA2Hm9bMQI5vCdtZ794cg906W+UvuXN237gQL4RSB7kHQpvoKT4XrQRoPAqZozCqwiQzbUSoPBqxWlkME/Cm5C+BonFB9Q+/SwWfTd9B2A5gDcB3OTGITXuKFpeaEN2TNGhKtm/6+nQVaAAvR3O8tQ+kFvP3nkr1vojflntdDzSP9k3G6pHvjl8mPvq68ovfB+289bO0c/SMuupLJu8F+x/BPhiQOEN1Qxh3PImQOFVzACFVxEgm2slQOHVitPIYK7Cm7TsY1TvXyS1UiegLU7HBuwAMAvAIDcGqhUYPEHVKby+9gEHur2grIl33YPraw+tiO7uXTZ88Xksfvje8yUU0g85qFf6IKCs8s6bFYddu2KQmmqHrACr3C7nOlYKb1mzz3aRToDCq5ghCq8iQDbXSoDCqxWnkcFchbdWhzaI3/wzpEDWzQDetkY9x012J93zB258sE6ZS42VhikrlbfdnIhvv/Euet7gy2ryK4tyvebGVTpLv6jjj/7lcJrjYFlKKtCrz8mLIuRb8vNdu2zWjWreKla43ubmaTAiy7JFRLXqRbCTmMIbLDG+Hy0EKLyKmaLwKgJkc60EKLxacRoZrLTwxuzagVNayBUSwGAAcwE8DSAO92MCJiATRVeMjcdEDD40UgsPEcKrLk/E4cO+qw8kJgEJ8cCRIyc/K7eqyTXFvvbkDuiX4LVEl6rwiqhf3DLZqRKDCOmKL/xfnSwruht/iMFv2234eo3//cqjxuRh2HD32rxakuAjCIU31IQZv7wIUHgVyVN4FQGyuVYCFF6tOI0M5hDenIMZJbV2HwIwDcBkAKM8jNqekoq9v8nFwuqPLyE9v0Uh6pxiR/ceBejes6iygQiylPVKSQ3sml9v1RIklr/9tP5G5+1gmr89tL7G7OubC98K7HY0f/0O5ucU3mBo8d1oIkDhVcwWhVcRIJtrJUDh1YrTyGAivNkHDqHKdd0Q/+MPluA+BeBhAFO8jPjwjNk43refFh43dk/EunTPWxn8iWMgHZBVWKl567iIITYWaHS6HVOeycUlbf1frevrG96E19slEhJL+nPeGZ5vTPM3nuRk4PvNwV0c4S+mv59TeP0R4s+jlQCFN8DM5RcU4MY7x+OP3fvw46p5Ja0ovAEC5GthIUDhDQvmqP6ICG/MnQOQ+PpCTAAwEcCI4q0MjoHln/lPHP3XCNgyM5Hbth3ymjbXNmZvwntafTu+2Vj2Or6eOlj6+l0dA/C2euxN1KUkWs9rk3BUbvDw8SQmAjk5nl+YvzBX66E0fxwovP4I8efRSoDCG2DmFry9HJ9//QM2/fIbhTdAZnwt/AQovOFnHm1frJZ/HMl1a2GK3Y7RxUfT5Iha6Wffxm0orN8wJEPzVEWhdm07PlqeE/YDWmUZ4JUdkrB188n9x74O0QWyleGSSwsx4uFcS4w9Pb5Wj8vSf39tKLz+CPHn0UqAwhtA5vYdzMCA4U9h7P39cM/o5yi8ATDjK+VDgMJbPtwj7auxO3eg0uLXrW4VpqbhRLdrkLB5ExK+/hLJO37HK8uXWYfUpOiYFB8rvcHg6MAhyHrq2ZAOSUprrUuPtfbnNm5SqFTDN6Qd9RJc+i9Paord5wE6X9s3pH2tWnZ8vKJI9MeNjscrc+Pcvqi67zhYPhTeYInx/WghQOENIFP/GjcDnTtciNPq1sJt/5rsJLwHD3v5c6gA4gb7SkJ8DFIrxyM3rxCZx0JXQD3YfvH9yCEQH2dDpaQ4ZB7l/IicrIS3JzE7d6B6+9awZR72+GGpxDAEQK/iayVKZDc2FkcnTcaJe+4Lb4cN/tr11yRgbbp7NYpzzrVb+4mnPO1chcH1/Zv6FmLGS+H9vWyzATVSEnEoM3z/bouEKVArLTESusE+hJAAhdcP3K+++Rnz31qGBc+Nwk9bt7sJb16B2iGIYHIr/yCKi4mB3Q7kF4bvu8H0ke+WLwEbbIiNkflhL9+O8OvlQ+CPPxA3cABsX37p8ftSY1dq7V4FQC4MlvXEw0jDcEzHAtxutbnsMmDaM4Vofn75DEHnVwXDmi9taH6+He3bA2lpOqMXxXrwARtmvFAktRJ/2jN29L+t6PeffP/KTs4H9IbdZ8czz3r//fnTj8DhTKBhQ6BRI/399RdRRhIbG4P8MP67zV+fwvHzePkHJx+jCVB4faQ3JzcPPQeOw/OThuHM00/1KLw8tGb074+oGxy3NERdyrR1WLYx1O54sdeV3WUAugPoDOA9AI4do7djAV7DbU79kDq38kfpkfjIdoIjWTacdlphUPV4U1OBdT/orXjg7Vrg0rejycG15Z8VbVWoX78QvfsWlVuL1IdbGiI1M+yXKgEKrw+Cv+3ci+vvGIO0lCrWW/n5Bcg8cgw1qqVg1lMP4LyzGoHCqzoF2V4nAQqvTprRFavq1Ccgf3l6RHZvAHARgBWlZFfebds8E2t/SnFr9uehE+UOQEp6zZ8dZ+33zfjbhp07bDh+7GS35EpdqWLg+ohkdu7ofghM9eIJ1+94K1MW7soKOhNF4dVJk7EiiQCF10c2CgoK8XfmyWt+tv7nD9w3bgb+7+1nkJpSBfFxsRTeSJrN7AsovBV3EngT3jUAuhTL7qcAiv7zveg5MnIMuqRP8lgXNxKE15tQls6yp0Ndsgrcq7v7nky5rve5md6vJQ5m9kiJMpFxuUbY9Ql3ZYVg+u3vXQqvP0L8ebQSoPAGkTlPe3i5whsEQL4acgIU3pAjjtgPVJ08CVWfcb46QmT3agBnA1gNILl2HaB1a+Q2aYZjbS5Fbtv2GD8mHvNmO1cHuLhtId5dWv6HlvxVOZBkeFpN9Sa8ulZ4vW1lcEyOC1sX4sNPy59fWSYrhbcs1NgmGghEvPDKCuuefX8hJzcX1VKrosGpdawN9ZHyUHgjJRPshxCg8FaseRC/6SckffYJEr7bgMR/r3Ia/PcAOsi+UQBfA6gOIGvCk4gfNRIncvORnVt08FW2DTw7NR5SHzcr04aL2xZg4hN5QdXEFcFcnx6DrKyiMmOykur6yDYD+blcMCFluAJ5XGveemrj7dIHV1lOSQFWrs4O+Nu++udPxCPlPxgCYez6DoW3LNTYJhoIRKTw/vV3Ft779Et8smodtu/Y48SxcqUkXHJBE/S6tgPaXtik3BlTeMs9BexAKQIU3oozHXzt2d0G4FIAdQB8DiAHjfBK7ZHY13MQzjozBjf0zkNiJT2VXjytdt55V74lzQ6hvrN/Ihy1a+XXAl1pvX9oApYsjvWa1POa2LFqtffDddK3XbtikJJiR++++ZCDazoef8Lr6zIKHd8PZQwKbyjpMnZ5Eog44X1pwYd49e3lOO+shujYtgWanfsP1KqRhqTEBGRmHcN/ftuN737+FStXf4sGp9bGhBF34Kx/nFZuDCm85YaeH/ZAgMJbcaZFvZqVPA5WZLdT8cG09GLZbYGNVvkxx9OgoR3rvtdThcGb/Dn2AHu7jjeQCxVk9Xlg/8SSPcZ169rRqXMBZGeGbokNZub42luscyU5mD7pepfCq4sk40QagYgT3jFT5uGuftdZMuvryS8osFaA7XY7enRtV25cKbzlhp4fpvBWyDkgF0rEb96Emt3lKJrz87tUXSiWXVnZPR3ABEzARIx3e9fbVoBgoXrbduAQXk97hOUbur4fbH99vS+r0EsWx2H3zqKtHQPv8rwq7CriVaoAdw/Lw0VtCq0tHbpWknWOLdBYFN5ASfG9aCMQccIbbQApvNGWMbP7yxVes/Nb89rOSFgnO3LdH5FdWdmVdVtZ2bWhERrhD6/Cq6t01oB+CVjxmfO2A1nl3PZbUVkzb6uhkSa8nkqZyV5jqanreOSdZ5+Ot8qkpaTa0btPvrVfOdA9ydEwOym80ZAl9rEsBCJSeF+Y/x5atzwPLRqfiYSE+LKMK2xtKLxhQ80PBUCAwhsApCh9pcrz05Dy2KMee7+3eGU306rKMAqLMLnkvbZIR7q17uv8BLKlIBBUsio6sF8isrJOvj19Rm7JBQueRFIOrn2zMds6MPfAsATrwJw8Ulf32Rm55bJCGoiYe1rNDnQ/ciAsI+EdCm8kZIF9CAWBiBTejjfejwOHDluye37jM9C6xXlo3fJcNDnnH1bt20h6KLyRlA32hcJr7hyoV6cqUOBe/eBLNEEv7MNRHMO1GIp3MNUNQt16duzdc7JebLerCzH3NX1ls0Rct2wuqp5T30MVBpHiFctirXekgsGdd+VZUutpdVhnrdxgZoO/rRcyxvPOSHYLGc0VGTzxofAGM2v4bjQRiEjhFYA7du/HNxu3YcPGbfj2x19wKCMTyUkJaNXsbFzU4twiAT5bdqiV70PhLV/+/LozAQqvmTMicdVy1Ojb021wH6EtulubGH4trrTbyiMAWVGdXnzhwmmnxOGsc0+WJStPYqfWdBdIEeGt20/e8hboVcKq4/B3uG7XThvatHS/vY3Cq0o+MtrXq+E+FyOjZ+yFLgIRK7yuA5TyZCK+IsBfffMzjp/IwZbVC3Ra6ayKAAAgAElEQVRxKHMcCm+Z0bFhCAhQeEMAtRxDJn+wBGkj7oNNlhddnqOAtUv3L+wrvjC4vc+eOg6RVauS4FSHN9DhyQqo7NUV8ZOtBw88lIfGTQOrp+vtG56E17H/V4bcpWOS9T3H4+0q4UDH4Os914No8q7rdoXWLZKw2+VmtdIl2HT0o7xjcIX3/9k7DzAnyq2P/1O2ArsIS++CIr0oKKIIFlAsiwUEpSnVD/CCBVBQ4ApX6VxBBQVEEF0FFa7SVVaUqoJcml5BZRfpILtStmST7zmTTDZlJplkJskkOe/zeL1s3vo/s/jLmfOeE2kL8PqhUiAqgJe8u7v2/IzvfzokeH1zj5/GdQ3qYMXbE0Oli+J5GXgVS8Udw6AAA28YRA7TEnJeXVqeYPc2lMFuUIjDJwC6+txVg2tt+Gab/fJVMMArFd9aubINrW+wCsUq6AIXZTS4uX1guX2l8uyKIQ3+PK6hMgPFHOc5Cmh4Zlugz0aOSMLB/XYIp71OmhKZmONQnZ+BN1TK8ryRVkCXwHv+wt9Oby55dHP+PI1G19ZBmxbXoU3Lhmjd7FqULaOP1w8MvJF+hHl9VwUYeGPjeTAf2IfKt7cHSixeByJsvQ1J2CXA7mq/sOvpqQwGeP0VWhA3SRkNAslYQF7VCeMShfheal26lgKkv5ha8vyK3tbGClKB0cW4ieMTnB7jhx6xYO58e3EMbqUKMPDy0xCrCugSeJt07I9qlSvgvrtuRpuW16FV02uQmpKkSxsw8OrSLHG7KQbe2DB9tQY1YLjwl9th/kBdbEMbPI2jOIfdAN4H8KjXgSdgEio+/TC+Pd0I6ek2IS9sj16ll91CCbwTJxdj0FBvSA/GKr6yJpBXmbI7iJEe5IlduLRQ1sNMcEzhEZ6RISkpwNIs+XHB7DvaxzDwRrsFef9yCugSeAc8Mw179v+K8ullBeBt27KR8G9/xSgiYWYG3kiozmvKKcDAG/3PRuLWLcjIvNvtIJ2xEZvQCUBvKtkA4ANJ2L0eP+IH3IATR47Dll5aWc11smCA11dlMde5tUzRRZDauWOyW7ozsZSwVHowiiemVGtSjS6+dc+UdppQaEaDa2xCBgn6ckChGRQrHK+NgTdeLR/759Yl8JLsxcUW7D14RLikRnG79P8rlC+nOwBm4I39X5JoOiEDbzRZS3qvnsA7FPOxAIMAPAbgIwBvA8KfvRt5d58fcgZ5U6bLCqEEeAkQd2y1pxkjyKSqY2LoAeXbbd7Civ/utX/u2rTK7SvOSdD7cZZZ+KNrKWGpy27UR7yY57kvX8ArJZTeimKE86lm4A2n2rxWOBXQLfB6ilBYVIyfDhzGlh178fF/snH5SgFnaQjnk8JrRYUCDLxRYSafm0zYtxeVOrVz9knGJRRiJIB3ABDIPuc1PgmF6IksTPpXMRIGP+5zfn/AS7GuA/omus0h5bn1jLENZ7YCqWwJYjELqcNTKMNNrVLcvMW+RNLSUx1tTyQDb7RZjPerVAHdA29RUbHT07vrp5+F/0/e35rVKmHDh/JeDKUCqO3HHl61CvJ4LRVg4NVSzcjNVaXVdTDl5oDiduvhLgfsUvW0sV6bSkcedl0/CFfNeAbFzVr43bQ/4JW7oCbnPSUvbCAX1fxuUEEHqRALf5BKGRaeGpSEI4dL05zJLeVvLgVbjNouDLxRazreuB8FdAm8u/f9T0hDRuEMew4cBkEvXWKjghNC0YlWjVCtSkVdGJeBVxdm4E04FGDgje5Hgby7yeu+QLlpU/ATWuImdEQh5gCYAMA7DWNFnMOXuBO1l76Agq73Kzq8P+BtdLW0J1QOeBUtGoJOH39or9xGjYo/KI27pXFimATF7C5cYA+ZcG1KQxoI9g8eMArhFkoyRYRABs2nZODVXFKeUCcK6BJ4KUtDpYrl0ZYurDkgV48X1siGDLw6eZJ5G4ICDLzR+yCIeXcJdDtjA87gTQCTAIwB8JrkwfrhPcwd/Sv+Hj1O8cH9Aa+Uh1csBqF4kSjqSABM8ckUm0xNqXd37hwzXpuc4DwpZYpYsapAdTGOSEvHwBtpC/D6oVJAl8D7e84J1KtdDVarDUb67ZNoFMObmuJd5jFUQsnNy8AbbsV5PV8KMPBG7/MhhjGUx1/Iw3wALzgup9ElNe9WB0exod14lPtc+nM5JfwBL13wGtAnyS3edfbcIrfUZtGrsjY7lysz3OWeEixeVqTNIhGahYE3QsLzsiFXQJfAK576n7OX4uVRfb1EINgdMnomls1V7tUIlZIMvKFSlucNRgEG3mBUi/wYgsw3MrfjBKrhF3wO4HkH7BL4umdD+Bz3oywuos5VedjzxibYypQN6HW6P+AlNQjoKFwgP88eLuArRpcuhB3cbxSKQDRuYo16D6evp2HJYhPeeSsBJ44bUFjo3ZO0Wrla4oPIP2KKd8DAq1gq7hhlCugaeLv0eh733nkTnh7wsFPWS5ftsGu1WvHBmy9FXG4G3oibgDfgogADr/4fB1POUZSb/i+Yc44Km/2l3eNo9+YgXLpMb7MoE8NgR45dyrXrDrv/wL8xByORjY7oVmYT8i7Z40/9FV5wVUUJ8Ir96aLXhnUmAXhvutkbfKUKOmhZfEKJNWmPA/olOSuoUXnjWXOLNL9Id+9dSfhpj3cqNtc9trnRilVrGHiV2E1vfapX1Ef1Vr3pEkv70TXwUknhPiOmYOBj96LPI51BsDv4+RmC/m9Pfw5lUjmkIZYeRj6LegUYeNVrGOoZKnW8CQn7/+tc5m0MxhAscOTYpVy73R1V1NwvU63BveiKtYDBgOYVj2Hf2epuW/VVeCEY4PXMhCAF1SOHJ2JFlr0ssGvzdcGNYmZLSwLbFF82k7OLVIqy7j1LMGeedqEF93VOwp7dvmGX9qf0sluonzE187OHV416PFbPCugaeEm4nw/noP/I1zBy0CP4fOM2GAwGLJj2rC5gl/bHHl49P97xtzcGXn3bnLy7VVo3ctvkY/gAHwqeXKqi1hnAagDusDsWr+FVvIDips1xfulHqNr6OsmDKsmkoNTDK1XcwTNGVS6FmRz4SaUTC9QjTHmCXcsKSwlBHukdu6WrrgXzhMgVunCdq01bK1atjW7vLp2HgTeYJ4THRIMCugdeEvGHvb9g0PMz0LRhXQF29XBZTTQuA280PObxs0cGXn3a2pB3AenjxyBp85cwnTwhpBybhAlYhW4wYzUseATAzQA2ALC/uWqJPeiHpeiGVaiLP4S0Y3/NXSCUDA608IKrKkqAl+JyG9f3fsXrGaP6ZJ9EIeTBsx08ckUIs/BsUinPlHqmxbnk0qa5riWWIFbzNFBc9QvPJeLkCQMuXpSfqWUrK7o9XIJBQy1qltPNWAZe3ZiCN6KxAroD3p5P/VPyiDl/nhJSlaUkl9ZDz3rrZY3lCHw6Bt7ANeMRoVOAgTd02qqZOSOzCxK3fuucojZykItaALYA6AKgLYA1AMo6++xBK7TET/Y/Gww4cfhPAXapBVN4QZxYCfBSXymvpifwSpXs9ZWpINCSwJ6aKy0RrDS1mJxN5bIwePavU8+GdV8WSMK9muclkmMZeCOpPq8dSgV0B7zzl/5H8XmH9n1Acd9QdWTgDZWyPG8wCjDwBqNa6MdUz0h1LvJfNEcL7HXA7r0AGgLIdoNd8XKaOCh/3CRcHEWZG0qba+EFKqDQo1eJooMoBV7P0sE0OYUqbN9qEry6x3IMaNe+BI/1seCnPXYvb61avvch5ZkOJLMBXVDr3Mn77kb1GjbUqWsT9kDzDRxSrApC35lvxsTxpTl2pYTt3d+CqTOKFWkeTZ0YeKPJWrzXQBTQHfAGsnk99GXg1YMVeA+iAgy8+nwWXIF3JObg37gFQEcH7G4EUAHX40esxCNC+AI1a9VqKOh4By4/3hdF7ai/Nk0p8NJq5FElwKVKYlTJjCqUzZrmHl8cSEgCxd+OGl5a5IEKWixaVgjKrKC0SUGz1nmCpTzo4v6GPV0shDA0bmIH7FhrDLyxZlE+j6iA7oDXV7EJKbMF2l9r0zPwaq0oz6dGAQZeNeqFbixlZhDL4L6EbvgCrwOoAuA7AXapUdW0Jejv3ERR+1txdjXF9GrbAgFez5XlLqnJxexK7ZzCBXJz7QWFyDMtFevr68Q0nrzP+fn2OSiEQuv4WTlPcuUqNuw5oN1lOG0tq81sDLza6Miz6E8B3QFv5hPj8H/9MnH7Ldcjwex9GUKU8OixU3hvxQZUq1wBgx6/L2LKMvBGTHpeWEIBBl79PRYET93vT0DeRfr77BAMaA8bKBZ3K4Bqzg1TQYn78IXzzxeHjUT+pH9pfqBQAC9lRPBVnELzQ4RhQs+QjqQk4P2PA/NGh2Gbmi/BwKu5pDyhThTQHfB+u3Mfpr+VhXN/5eHWG5ujacN6qFQxHYmJCcjLv4Rffz+GH/f+IqQr6/FAJwzr/yDS08pETE4G3ohJzwsz8OruGUjcugVlF7wBU24ODHl5MJ88jpZFu7AXLQD8DqC9IwvDlwCudu7/NnwjFJMQ25FKbTCuwzfY/79kpKfZhFjZAUMsAXtDpQRSA7xScb01a9mwc0/sej137TCiTBlbTFeQc31OGHh199cKb0gjBXQHvHQum82Grd/vx5ovd2D3vv/hxOlzKCmxCrl3G11TB7e0bYYH77kVGRUk8t5oJIzSaRh4lSrF/cKhAHt4w6Gy9BqUY7dyp3agFGQXUF5IO0bpx+wgS7B7BwACQ/Ls1nNO8iQWYxEG4HDNWzCh8lv47191kHOuHPLz3ddRm3lAnE0N8FK6sgnjSotNEOwuXlrohEEKN6CiEhRuQGWG9er1pX0ePGAvJKHnfUbiaWbgjYTqvGY4FNAl8HoenADYUmL1GeIQDrGk1mDgjZTyvK6UAgy83qoQpK3IMmP7VqMAYJ3vKQnokpTSJy157eeo0PdRoXtHZOMb3OYYesLh2SXY/QqAe+GJTKwW8vHeVuZ7bLl0g+xygWQz8LVnNcDra1664DawbxJIb7FpfZlMqS189aPsFqNGJDq7+CrLTHmG6dLepUtAxQwbJrxSjG4PKcuGocVeIzEHA28kVOc1w6FAVABvOIQIdg0G3mCV43GhUICB111Vgq/b2iXjzGn7BSexhaIEbOqHy1B+xBBhCQPEG/wEu+TZPeW4oOYOu9RXDGcoHSP9ZGhRTIFmDhXwSl1oI5ikC216alKFK6S+TEiVTTYagf2/ShfV0NMZ1eyFgVeNejxWzwow8Kq0DgOvSgF5uKYKMPC6y9n/8URs2uB9+bV7zxLMmVekqfbmA/tw/LYhuBdrcBzVAZwHhPRjuUKe3TK4DgVIRgnc90M5d19On42KefZ0ZHJNqz2HCnjlKqApKXesqSFkJvNVklgKzKXSn9HUS5YX4q4uytOoheNsWq7BwKulmjyXnhRg4FVpDQZelQLycE0VYOB1l/Oujsk4uN/du0s9tAoPcF2tzPx5aDG+B46iDgCqRUuxu784Kqh1ENKOUagD5eHNg/3+QfOyv2H1lJ1IfLybZLlgcX7a76KlhRG/tObrYZVLWaYH4PVXOU3qeZAD3qkzi9C7X+yGNTDwavpXMk+mIwUYeFUag4FXpYA8XFMFGHjd5ezcMcmZ/9b1E60ugLnOWW7aFKRNm+yAXaqgtgsA5dHtIFRWozhdsajEl/UGwLZ4ntvNf0pf9mTfJOHSlwjlWkGu6z5D5eH1jI2lNUOhcyC/MGI8McXhDuhbGrfrOUdyMlDgSDTx7OhiYd+9HknElmzvtwOxmILNVQ8G3kCeMO4bTQow8Kq0FgOvSgF5uKYKMPCWykmw06pxCgoL3SVOSAD2/qx9HOa5V5ei+cx+VAqBapQBWA2gK5JQKIQyeLbjZy/L2p48kqHKcBAo8ErtRQRJz6IRYmU2OhgVlaDqbJFo9OVh8JNJ+ON3+5eHMmUgXDzzbDVr2nDsmPcbALps16VrCe65IxlH/7B/bjAABMOjnrdE4khhW5OBN2xS80JhVkD3wHv85Fms+WoHcv48jVdGPynIs+PHg6hWpSLq1KRKRZFtDLyR1Z9Xd1eAgbdUD4Kv7plJXo8I5bP955Ri1Y8OpR87Mnsjhi3vKKQSs6ccexgAlQp+H4A9Y0MN/IljqOm2XsE99+H8so+99kBZATass3sVCSYnTi5Cj17aQqNS4CWP7cTxic6sC7SPgYOLMaBfEgiCqVFZ4UXvFYYMzpUYieB79vQEHNhnTzPWpJkVP3xvxJ4f7X8OpkXaMx3MnrUaw8CrlZI8j94U0DXw7tn/KwY9Nx1NGtbDD3t/wYHsJYJ+c95ZCQLhaS8NjbieDLwRNwFvwEUBBl7/wDtwiAWTNADejMwu6Lz1FUf6MfL6ZQJYD+ADJ+zSbjajkxC7KzZbWjrOrl6P4mZUjKK0vTPfjInjE7yeZ61foSsBXrmY16sq2PDXeXePKJX2Xbys9AIgAeiiBZQGzg7uNWvbBHAPtISw0l9sqWwKcmMrVLTh/Dlvj65nfwbeFJw8r6/sGkqfh2D7Va+YEuxQHhclCugaeB8fNhmd2rfCwMfuRZOO/Z3Au3vfrxg9eT6+/GhmxGVm4I24CXgDDLySz4ActGmRGzZh315UoiITQvoxurH/GIAVAOajHHriGcxCeVxAN6xyxu1a6tXHhTlvoLhpc9jSqbSwe5OqYkY9tE6hpgR45bzjUkKTl3fj5tJKa1LnoNCGRUu1zYoh7uXaOimS4Qpq/mLQWnM1ewn3WPbwhltxXi9cCugaeG+4ezA+WzwZtapXdgPe3OOncX/fF/DTl4vCpZPsOgy8ETcBb4CBV/YZoNfyVBlMrFqmVWqvlGXv4qpRw2AAhRvQm6Z3ALwNYBDq4Cj+QF2vPRHonsneIbvXmdMSMGua2etzreFLa+D1zHAglxlDy2wN5EXOz7PHOdfI0NYz13+ABVOmqg95ida/mBh4o9VyvG9/CugaeG/JHIG3XhuFZo2udgPejd/8gNfmLcfXK2b7O1/IP2fgDbnEvEAACnBIA4SY02M5BrcMCPQzrV6pUwnhtAkvIuXzz3AtbsOv+AbAqwDGCpai9GNL0N/LapeGDEPelOmy1pTyqlLp3o3ZBQHtneahl/YEolJNCfCSXje1SvEqb9ymrRXf73KPjfV8/S+XzksL4CWvPcUQ06U0amXLAhcpA5zKRgUlWrSyYvg/LBG7aKfyCJoNZ+DVTEqeSGcK6Bp4J81cguOnzmH2pGFoc89QIaRBCGd45S3cdVsbjBnWK+JyMvBG3AS8ARcF4hl4CdKotC0BH7VQXPoi2K3S2l4t7XkAMwC0QDcAE4WfUazuREwUwhlc2+WevZE3ZZpkKINrPyqOsHCB3cublmYTYo2VZmvwLKyQlGQvh5uaCjzWuxg9e5cImigBXlqfoJK8zvn5drik2Od27Uswa1qCM9UbQTVlLnBtrhfvxJ9rVSUukHhdWps06Pl4Md5b7B0b7bpnCreIVEYJvf0FxsCrN4vwfrRSQNfAe/HSFfzfC7Px30O/objYgvS0MsjLv4Q2La/Dm6+OQmqK9w1srYRROg8Dr1KluF84FIhn4JWKHdW6tC3l2qV/yJc7FcAYAK+5GtZsBizuaasIdi/Mo3CH4BqB/IosM/LzgLR0oHtPi6THV86zKq5KWmzYXIDmjRNwpciCgqLQVAsjL+yoEYnY7vjiQV7qxUsL3TzuwSkByBW38Ddf2XLAxb+le8V65TR/2nh+zsAbqGLcP1oU0DXwiiIKGRr+9wdsVhsaXVsHbVteBwMlRdRBY+DVgRF4C04FYh14yXu7fKkZP+02CjlW6cLUM88XC945ORiiC1XUT4tGsPvGtCl4AcBzAKQCFOhymo0SvwK48sijuDh8VNBLE+y2a53iTA1GE9FZVqzyDnNQEstK4QeT/2lwAi/B6azpCUIICDXKPUueXL02ORtTpgjKCpGSYsOpU9L/bahQEahZyyoU9khJtqFp88A86HrVROt9MfBqrSjPpxcFdA28H63+Go9m3u6lVWFRMVat+1bys3ALy8AbbsV5PV8KxDLwSr0qF7Wg1F2uXkVXjQ4e0a7IxOLe3fHS+jUY5LiiJmULysBw4shxTR5UuVRlUq/glQDv7XeV4IsvgCsFFhQUWyXLGWuRxUKTw0tMInWxz/XSnL/sElp++QnVGSM9LwNvpC3A64dKAV0Dr2sqMlcB/sr7G3ShTczLGypxlMzLwKtEJe4TLgViFXgpnrRzJ+9qZaKuBGnUCHpdm2cGATV2WL50MUY/MxzdMzKQdfYs5Moa+MvGEMge5DI3SOWJVRLfSlkq3nvPDrw/7rZJauqZVzeQ/YajL30JEItzUDW3Z0YXO0M85C7bifvSOuNFOM4b7jUYeMOtOK8XLgWiEngP/XoUA56Zhm2fvxEunWTXYeCNuAl4Ay4KxCrw0oWsAX3dYdbV8KJXktKQfZxlv/RFsaOTpgRX8CB9zCikrMyCMS8P1oxKeP2BB/HskoW4L/MhzH1rMVJ3UulgoOybryN5w1q3Z/Dv0eNA/2jR6DyeEE/zyoEbweCWbCO2fWdCQWlqXOdWln5YiEceMgvA+3U2JCvRafklQQsN/M1BX4YoLINCGqjIRc2aVnyz2fv8aWnAod/iq5iCP+2kPmfgDUY1HhMNCugSeB8a8JKg3S9HctGwfi03HUusVvx54gzu7HADXntxcMQ1ZuCNuAl4AzEIvK6xpZYS4PIlYL+jdKyUwbWsRlZ25mtIe/WfzmU+cpSVuNtkxspGjWHper8TaKm8cNkFbyBp6xahf2H7DprBrrgBz7y2SjIeSL3ab3OjFavWFOKqconOkIZGV3unHps4uRiDhuo3jtfT/lKX9f41tQjvLzPj4H67H55gl778aF2mORb/8mHgjUWr8plIAV0C77tZ6wTrzJj/EZ4baq9HL7aEBDNqVMtAhxtbwGQKvla6VuZn4NVKSZ5HCwVixcPrL+OAqFXVajahSICWKaWqtLoOptwcYQny3VLB4M4APgEgBlVcmLsAl3v10cJkiuYggCUPJqUFu1kmv67nROT5XL/ODPryQK/+e/SyZ3dwBV7ynI8aXlqYg7y7i5YWBpT3V9EBQtRJLmZXLDBCZ8/NNSjWLETbjKppGXijyly82QAU0CXwivv/bN23ePCeWwM4Tvi7MvCGX3NeUV6BWADeD5aZ8Pwo+fAFOn39BjZ8viGwggxKn5uqDWvDeO6sALsPA2gLYIML7NI8alONKd1LKPq5Aq84P4Gh0ny/odhTsHPKAa/e45CDPW84xjHwhkNlXiMSCugaeCMhSKBrMvAGqhj3D6UCsQC8LRsl48wZ32kHQxVnmvrhMpQfMQQUoNCFUoABWIV0fIL+yEZH1MUfyMRq3HRPWZxf9nEoTRnQ3ASsK7JMwhhKW0bAJ9ekgDegxXTUWe6SWrSFZehIUjDw6skavBctFdA98G7I/h7rvt6JE6fOodgjofuni17RUoug5mLgDUo2HhQiBWIBeJWk19ISaJLXfi7E4SZSHK7RiB+tVnQE0BDARgAPIRvf4DY3i30xIAutplKwQ+SblJfzpputaH9LiWShilgCXlKfwjKo6Ajl16VGeYSpQh234BRg4A1ONx6lfwV0DbzLVm7EvHc/Q8/M27HwgzUY/uSDoAwNW7bvRf9H78HIQY9EXGEG3oibgDfgokA8AK+WcabmA/tQ6a4OMBQVCir+6IjXrQLgOwA5aIlW2OP1jOkJqnzlJ6aNexaqiDXg5b8AtFWAgVdbPXk2/Siga+Dt2nsMnh7wMO7u1BauOXnXfrUTm7ftxvSXnoq4kgy8ETcBbyDGgNczK4GrgT/5vAA3tVNXNY3CFtLHjwFlWABVbLTZ5zsE4BYABLtfAagGCGEMnbDZ6xkLVUhFMA+zknK7roUqGHiDUTl+xjDwxo+t4+2kugbeVp0H4Yulr6JG1QzQ///2s9dRtkyKYKM7H30WX340M+L2YuCNuAl4AzEGvBSP+uKYBGz+0iSyqHBCLS4imXKOokrrRl7PDMHuHY6LaVsdsEud/kBd1MPvXv2lCj9E6kH05+Glfbnu1xN4KSRg0QJ77uK0dHupZq1KMUdKE143eAUYeIPXjkfqWwFdA+8d3Z/B65OfRpOGdUHe3pdG9kW7G5rgQt5FPND/RWz57PWIq8vAG3ET8AZiDHhdDUrxqfl5BtSqZdUEwsRLaa5rEM62d/yAYLeey4eXBgzByxXnYdY0OxBSozy4K1eHJkNEMA8zpR97JDMZ+fnyo+U8vFLxv5S6bPtu7coxB3MmHhM5BRh4I6c9rxxaBXQNvGOmLMDVtatjSJ/78c7yL/DuR+twa9vm2HvwCG5o0RCTxwwIrToKZmfgVSASdwmbArEQwxtKsTyB94QDdqkoGYUxePp+z65ej6L2HYRctpTPlZrSPLihPIfn3JStYMNaE/LyDFj6rhm/HSnNcuFZqMLVwytXuphL8IbTevpai4FXX/bg3WingK6B9/KVQlhKSpBWNhU2mw2frv0WPx04jKtrV8PjD92JxMQE7ZQIciYG3iCF42EhUYCB17esriENBLsUxnDKcUHNE3ZLatXG6ewdsKWXD4mtQjmpr0IVrsBL2Q0WOsIZXPfDwBtK6+h7bgZefduHdxe8AroG3uCPFb6RDLzh05pX8q9AtAIveShXZJkFL2XN2vY8slpWT6MLaqlZy5Gw/78wFBQg77fDuH3vHpwym/HpwKfQ5J57YTx1CgmH/weC4pLadXBxyLCohF3xKSHopQprFKLg2lyB9+MPTRg1wrvIh5almt+Zb8bGdSYc2G8UKsUNGGLRpZfc/29XfPRg4I0PO8fjKXUPvJR/94e9v+DchXzYrO63s5/oeU/EbcbAG3ET8AZcFIhW4JXKNOAad6rGyAS71RrVBYqKhGnOO1KP/ZyaipX/2YjmLVurmV53Yz3DFCgEgzy2YvO8tDZyeKKzaIz0AswAACAASURBVEVaGl1wK8agoRZNzkUX4gb0dQdqjhHWRNqQTcLAGzJpeeIIK6Br4KXSwhNmvIv0cmWQUSEdBkoh5NK48ESEnx5eXncKRCPwkne3cX179hXXplXqr2pXV4MhP0+Y+iIgFJU4AOCzXn3QfO4C3dlQzYboAlvnTsleU7gW6pBLS0Z28PQGq9kLjeWQCbUKhn88A2/4NecVw6OAroG30yMj8diDd2LQ4/eFRw2JVT5Zs0W4LHf85FmUSU3G7be0xtjhjyMl2e61YA9vxEzDC0soEI3AKwdpWgBv5TbNYP79iKAUXUyjcsG7AHwCoNP93fDXux/E1HMklXWBDugrLVkwAriGoFAqs+49pUNQGHiDUTeyYxh4I6s/rx46BXQNvG27DsXyN8bjmno1Q6eAn5l/OZILs9kkeJj/uvA3Js5cgpZNGjirvDHwRsw0vHCMAC8do9HVKV5ptQii5syzhyFQloQVWSbh/9/U3qooBjRx+3fIuL+zE3YfdpQKXg2gK4Cidrfg7OdUPNjeXNdISwe697Ro7vEM5qGlsAA6O6Vn69K1xOe+wgW8UiEos+cWoUevErcjSsUIU9jExuwC1KqtroBIMFryGP8KMPD614h7RKcCugbeiTOWoFqVikJaMj20oqJijP3X28JWZk0cJvybgVcPluE9iAro3cNLUDlregKO5RiEy2kElRRjSmA0YVyiE3opldbipYUCFEnFgSop/FCh291I/m4LKBo1E8B6AOTPfdQh1oVps3H5ySHCn8hj2a51ivBvsdHaGzZHNt+uFDB6xuS6Pv20/84dk3HMkUJN/Gzj5gJnHmO1ldYCDUFx9fIS7M6eV6TphUT+7ddWAQZebfXk2fSjgK6Bt7CoGCPG/RtGowHXNaiDBLPdwyO2YU88GBYls7f9hJenL0b+35eQkJCA+VOfwfXNrxXWPpNXehkk1JshmEkvk4AiixV5l4pDvRzPH4UKJJgMSE026/L5IFC6oXmSG1SSxD/8twi1a9uEn+/fZ0R6ug1Nm5V6/7rdl4ht37nH79O40xfkf/fSBvZD0sqPBNjtDWAFgPkABjlsaitTBue374a1dh3hJ9NfM2P6a+5/v9DPP/uiGO1vsUbsSZA7+69HC7H1OyPeecsk/Jv06vlYCQY/VYKcHINwHvpyQVrSz1zPkJaagIIiC4oswXlY9+8z4PZbvTM73HyLDau+sHvkuUWvAkYAFdKScDY/fP9t04NaldKT9LAN3kMIFdA18C7/9Ev86/X3hdLClSqW97q09v68cSGUpnRq8uzm/X0Jv+WcwPqvdwoxxdWrZggdii3h+48h3dkzm4xCuVVLSfjWDYvIvIgmCtDFTpORno/gYEaTTchM8s03wF130n9O3dtLL9nw0ss20OdbttjBtnx5YMQI+xmuaWDE0aPekxYVe/8OGFavgmnZMtC/6dPHAHwEgN7LiLCL6jVgWboUttvo+pq9vfJPA155xRuqZ8y04emnI6flnXcYsWWL99lXr7aiXz8jLlxw/2zFSisyyZ3to5lMBtisgJX+IgmyVcowen1x6dPXhkWLgp8zyK3wMK0VcPx3xhLG/7ZpfYRg5kswe//dFMw8PEa/CugaeNtnDsfQPg+gzyP2ODw9tHVf78TKNd9g0czRwnY4pEEPVuE9iAroOaRBLucrhSdQftbume4eFsrDS6nJpOJF6dX4od+uuBnes4raYADvkPcWwHOOntaKGTj5S47XA0O5YieO9y5kE+kCDK4pw8RN09kXLSv00os+VxLqoTakgdbxFYLCv43RrQCHNES3/Xj38groGnhvvPcpkBc3kpfWPKVb+9VO/HvhSmz4kP4zysDLv1z6UkDPwCuXjeG5McX47BMTjhz29rAcPHJFKFgwoE+S26U21zRbogUq3dEeCXv3CH98HsAMAK8CGOtiogtzF+Byrz6SRrurYzIO7i/18lLxi8XLwv+KnnTasM4EujjXvIUV48YmOvdFsDtpSpE9/tnjC0I4gVcUkC7JpafZnPHB+vpt4N0EowADbzCq8ZhoUEDXwPuv15cLZYWHPxmeWF0pg33w2Vdo07IhqlSqgN+OHsf4qYuE+N1Jzz3BwBsNT3ic7VHPwEum8ExTdV0jG34+5B1KIJpN9LBSPOr2rfQa3YCb25d4AVaZ+fOQPt7+1oUAdyqAMQBec7F/QZeuOL98pc8nggCOsiHUqmWNCMR56kN5cRcuLRSgMi+fzm4P4yA96HJafr77cZQU6yAP78mTFvzfU2bhQiCtQdkfJk4u0kVWijj7ldXdcRl4dWcS3pBGCugaeKe/mYVP1m5Bo2tqo1GDOkJ6MNf2zJAeGskgP820Nz7Eus07hZRklJrs9luux8hBDyM1xZ7cnUMaQm4CXiAABfQOvHQUupxGXlsqe3tTK+90ZK7H/fOse9iCnBTVM1KFjyYCmOQIYaB3MLYyZXH2i00obtYiABW17UpwqjQFV40M7wIccp5mglUCZMrIQJ7fgUMteHa0/8usBLyPPGTA2jXuHnXXNHDaKsCzRZMCDLzRZC3eayAK6Bp4BzwzzedZFs2ye3Qi2Rh4I6k+r+2pQDQAr+uepQBP/FwqbEHK4qaco6jSupHgzX3BcTlNSB5oMuHCnDdlQxhC/fRQnOvE8YnOy10UkzxrrrwXlcD4ptbeVdK0KMDhelYC3tQk74wU5OmlEBJu8a0AA2982z+WT69r4I0G4Rl4o8FK8bPHaANeqYITrjl45SxXbtoUlF3wBgx5F0ApxhZeugS6pEaZGCj9GPkui9rfirOrN0TE+FJ5fWkj/iA+EA9vsAeTA16pi4DBrsHjolcBBt7otR3v3LcCDLwqnxAGXpUC8nBNFYg24JXKjuAvDjV57eeo0FcsH2HPxDAUQHdHYQnxRf3Z1etR1L6DpvoqnUyu4pm/i3CeMbxiRgYxdlfp+r76cUiDFirG7hwMvLFr23g/me6Ad/KcZWjRuD7u73wz6P/7auNHSt+2DqdRGXjDqTav5U+BaANeOg9lJVi/zoy0NJtQgctXvCt5dKvc2ALGs2cEKSjHLuXavRsAlQw21KothDAU3HNfRON25YBXSZzsV5uM+Hy1GWXK2PB4XwsaN9E2t614ae2poWZ7Nog0+6U1yv5AYQ3c4lsBBt74tn8sn153wEuV1W5s3Ri9H75LqLLmq82d8o+I24aBN+Im4A24KBCNwKvUgIlbtyB94jgk7PnRCbtURY2ydH8CgKJfIxnG4HqOcWMSsGSR2etoE14pEiqfyTXPuF8C0BWrSssCK9XKVz8t8vBqsQ+eQ58KMPDq0y68K/UK6A541R8pvDMw8IZXb17NtwKxCrwUs0v/iG0tACoodjMAitIVr3qRZ/f8so8j9ph4hiR4boQ82M88Xyyb8kwqptlfGISvw5KnecdWe5AHec7Jw8zAG7HHIyoWZuCNCjPxJoNQQNfA++ykNzFzwv95HevS5QK8PH2x5GdBaKBqCAOvKvl4sMYKxCLwilkYRKmo0m4XAG0BrAFQ1vFBSY2aOPv5JpTUrqOxqsqmk6skJzV69twi9Ojl7emVurRGl/g2ZRco24RLL0pbNqBvots4At733gOuFFhQIFGaOeBFeEDMKcDAG3Mm5QM5FNA18Dbp2B8Hspd4Gev8hb9xa7cRkp+F27IMvOFWnNfzpUAsAm/VulVgvPi3cGyC3XsBNASQ7QK7xU2bgy6p2dLLR+wBmTktAbOmeYcxSG1ILgWYFPAGm5ZMqiQz7eVyYQkDb8SeEv0vzMCrfxvxDoNTQJfAm3/xsnCadvf9H7Z/8abbyawlVmRv/wlz3lmJ7E/mBHdqDUcx8GooJk+lWoFQAy+9IqeCEeG63GQ+sA+Vb7tR0IUidzvSq3kA3wGoAMBaoSIKO96BC9PnRBR2aX+BAC/1lyqqMXJ4IlZkuefIlfMG+3tY5ID3+KkSJCWzh9effvH6OQNvvFo+9s+tS+Alz66vZjQa8PxTPdG3O73YjGxj4I2s/ry6uwKhAl7P2NRBQy1CTtlQNcrGcNWQJ5D0bTYMhYU4BOAWAFUAfAWgmmPhE0eOqwZdKvhgr1ZmC7icMGWYyM+3l0auWcvmVTgiKQkoV86Gs2fdyyf7ynlLoRHbtlLJXxvIu0txv0qb6xeSJ/skClkYXBute/IMe3iV6hmP/Rh449Hq8XFmXQLv/l9+F9R/dMgkfLRggpslEsxmVK1cAenlyujCQgy8ujADb8KhQCiAl6CucyfvCmDBeh79GStxxzZk3HcXFQYWuhLs3uG4mLbVBXaLbmyHs2sIf4Nvnl5Zyne7cGmhIg+251i6FPbKq0X48H0zTp82YN9eIywW6b1prZ1n/DCd47mxRej/eDLy80v3QF9SRj9v5JCG4B+ZmB/JwBvzJo7bA+oSeEVr/HnyLGpUzdC1cRh4dW2euNtcKIBXqjgECft/T1sw7mXtvbxVG1SH8cIFwXb01be9A3YJbeu5WDRv8jRcGjo8aBvLgby/ami0oFwZ4GdGW/Ds6GLZ8Aa6NDZoiHyWhmAOI7cXOkePXhYc2G9Efp5BCEUhKOcsDcGoHD9jGHjjx9bxdlJdA++WHXtRtkwKWje7VrDL8k+/xKdrt6BB3Rp48R+9deHlZeCNt18ZfZ83FMArddufVGh1vRVfbCjUVJD0MaNQZtECJ+ySZ5fyE5BnV4RdW9my+OvNRSjoer+qteWKQ4jQ6mtyubHiBTO5eN4VqwuhZdU02mOgVd0YeFU9NjE/mIE35k0ctwfUNfA+0H8cxgzrhfZtmuJ/vx1D90ET0P/Ru7Hrp59Rv051TB4zIOKGY+CNuAl4Ay4KaAW85DXcsc2IrA/M+H6nESUSYaStr7fic42Al1KPVbrzFhjPnxNOc8Lh2c1zXFBr5DjjhZlzcbmfNr/3aoBXzjv84MMWzFtQDDmv+MbN2haR8AW8A4dYMGmKtweegZf/yvClAAMvPx+xqoCugff6LoPxxbLXUK1yBbz53moc+OV3vPGvkfj5cA6GjJ6Jbz71XYktHEZj4A2HyryGUgW0AF4CwYF9k5BHtOmjBZsuS2rKym2bwfzbEeGj844LaqcAbARwvWPApUFPIe/VmUqlUNTvxlbJwoU116YESv2VDibtOnd0n1tNAQl/h5E6h5w3mYHXn5rx/TkDb3zbP5ZPr2vgbdt1KD5eMBF1a1VFnxH/QpeObYSSwydOncM9vcfgp00LI24bBt6Im4A34KKAFsArl87KU2glr/6VGCfl0xW4anA/J+xSqeBfHHl2Rdi1XHMtTm//Scl0AfUhMF24IAHbHenWut5nwb7/moS4V8qS0PmeEskQBDng9fSqUr8D+4y4uX1JwBkgAjkIeeQpjELMNjFwqEU2dIKBNxBl468vA2/82TxeTqxr4B343HSUTyuLG1o0xL9efx9r35+KmtUqYfsPBzBhxrvYmDUj4nZi4I24CXgDKoGXoG/29ARQrC6BU4UKwHlys/po9RvYsGVH4NW/PKesfMsNMP98UPjxRUeeXYJdqqDWwdHZlpiIk4f+UJ1+TMmDIgX7i5YWeaUGU3PhTck+QtmHgTeU6kb/3Ay80W9DPoG0AroG3j9yT+KlaYtw/OQ5IXa3zyPk+wEmzVyCgsJivPrioIjblYE34ibgDagE3kALJlSvYcOS9wtVeyzL/+MppC5/zwm7VEFtF4ANLrB7acAQ5L84ISywS+DfuH6K1/MkF7rhqRuVAF65ukBRSrNIPrQMvJFUX/9rM/Dq30a8w+AU0DXwBnek8I5i4A2v3ryabwWCCWmQiv+UWqVNWyueHFSMBx60qjZD2TnTkTbZnmOb/MRUQmYbgNUAujpmv9yjFy68uUj1WkonkPPaGo3AazOL8Hgf75t7NCbPUXhC6+wLSvcdaD8G3kAVi6/+DLzxZe94Oq0ugXdD9ve4+YYmKFc2VbDFyTPnUfGqdCSY7VWDzl/4G6vXf4cnet4TcVsx8EbcBLwBFwUCBV7KJvDKhATJLAyewkqVwg1G/IzOHZC4+wdhKNVlyHRcTnufis1QuYnkFORNn4PLvfoEM73PMeTF9VUWudHVKW6FGsTJCHq3/VAg5LGN9sbAG+0WDO3+GXhDqy/PHjkFdAm8VFr4k4X/xHUNagvKeP6ZsjQ8PPBlHMheEjnlHCsz8EbcBLyBIIFXLr+ulKBUIveb7eqBr0KfHkhe94UTdnsDWAHgAwfs0gf54ybh4qjnNbMrQS5lnaALZNQIeGfN9Y7Lpc88K5a5bkIqllezTYZxIiXAS5otWmDGvv8aUf4qG3o9XoK2N6n37IfxmLxUkAow8AYpHA/TvQIMvCpNxMCrUkAerqkCgXh4Rw5PxIos+1sTJY1AccPm4KHXkHcBKfUb49/4BzajAw5hMk5jM94GIETjJyXh3OLlKOwiBjUo2ZX/PlIxynSWg0euOAcTDB/cbxSqkQ1+MgmOdMBuk2tdDtj/zkPTwx/wEux26ZQsXGB0bX2fsODV6dpX1gvNKXnWYBVg4A1WOR6ndwUYeFVaiIFXpYA8XFMF/AEvgZ2IMR99aA4IeGmjwaYiS/1wGdLHPosHL72P1aAKaUMBvANgOibgEiaUmY6/3lqsunqalJhyadbEfLtP9knEhnWl4J+cDBRIJKDYsTt42JfaF8X/0rq5uXbQ7t7TEpYLb/6A15fnX0mOYk0faJ4s7Aow8IZdcl4wTAow8KoUmoFXpYA8XFMFfAGvJ9hVrmzD6dPuXjx/mwmmeELi1i3I6JEJFBbCAIqBHeyA3VcBjMVt+AYff5MCS5Nm/pYP6nM54CWAzc01oHtmkte8NWvacOyYXZuEBGDsuCIMHS5Rbi6oHUmXA6ZLb1QsItTNE3jJo/vqKwn4fqcJ1apbUaeuDUsWmSW3EYrSyKE+L88fmAIMvIHpxb2jRwHdAu+k555A7RpVBCWfGPUaXP+c8+cpIQ8vx/BGz4PGOw2PAnLAK1coQW5XVCL3s0+8oSdQD2+5aVNA/4jNgDEApgKgDA0ThR/XTj2L7TllQiaQVFwupRDblF0gG7Mb6DkD3fyEcQlYuMBb33B4UF2Bl56LRx9MglVheC4Db6CWjr7+DLzRZzPesTIFdAu8SrbPwKtEJe4TTwrIAa/SXLtvvl2EjneUCK/WPWN8a9ayYWN2YHlmq2fYM61QI7ydJPw/gt7XnD/vclcBFn8Y2uwHlI1CDFugczw7uljIuCD3RSDUwCvndQ4HUIrA++NuGzp3Spb89UhLg1e2imDsH0+/e7FyVgbeWLEkn8NTAV0C758nzyqyVI2qGYr6hbIThzSEUl2eO1AFpICXoO77HUZMezXB73SeHkaKM9221YQmzaxCnKmvlF5Sk4vAS3j7AoD7UA3f4hDykC50T0q0oUlzG66/wYpRzxcHPL/fAynocFfHZBzcXxraQbC3Y8+VkO5F7guI1nHCUscXgXfMaJOkl5nGVKlqw8RXivDFf8z4/XcD7u5qxcAhkbGPAhNyFw0VYODVUEyeSlcK6BJ4daWQn80w8EaTtWJ/r67AS7GZ3bslg6BVSSPQO/RbaeYCJWPk+phyjiI1632Um/kaZpSUgJKMUSaG+TSgcmU8Wn8XVm6v4za8e88SzJlXpGZZn2MJ/HdsNQoV4m662e7FpkY6ffyhGfmOAhLhADtas3PHZBzLLbVNqL3KdFYC7R92mnD4V+D4cfnnokUrK9ZuCn08cciMzRMHrQADb9DS8UCdK8DAq9JADLwqBeThmirgCrz0Gn/ieG+vbp9+FpRLB77faRT+oUawO2lKEXr0Un8xi9KPVW3dGPRvysNAV9SooATl2qXVzq5ej1bDO7vBniiCVsUtxPkILFdkmTH/DTNOuAAewe723aH14ioxrDM3cJpNdalmf+spDWuhed7PKkSnOxUG9vpbmD+PKgUYeKPKXLzZABRg4A1ALKmuDLwqBeThmirgCryeWRnEhVzjRAkIj+UYNIGthH17haIS4r8/AvAYgO4EUACKHu+Hv58di5LadSBX0Uxr4PUMV3AVOxweVU2Nq3Iyubhhz2kpPdqceZxvV6XcUTucgTdqTccb96MAA6/KR4SBV6WAPFxTBVyBV86jF4qLUULqscy7nWch2KUqap0BrAZA+Qj+Hj1O+IeaFIy3a2/FSg3TcvnLTBFvwOsL/skmdevZ0H+ABYOGUsFnbvGqAANvvFo+9s/NwKvSxgy8KgXk4Zoq4Aq8FLvreQtfTMel6aIAMrrchsQfvxemXQsgE8DNADYAEPMAnF/6kbOwBO1t5Igk52UxygCweGmhJp5m8WwMvO5W9lVZj0JaKAMHZa7gFt8KMPDGt/1j+fQMvCqty8CrUkAerqkCnlkaCCzXrzMLZWIpy0KPXuqqebnm1bWll0fe5KkwHv0DaTOoiASwBUAXAG0BrAFQ1nG6gnvuw/llH3udlUIqqAWa/cGfaDTvP4YlYtN66dLJajIx0NwbqUKaIxSEinFEQ6P9Ptm39EtGcgpwdX0ratWyYeBQC6jwBTdWgIGXn4FYVYCBV6VlGXhVCsjDNVXAX2lhNYtReeDyI4bITkGwey+AhgCyHbBLF9RsaekobtZCzdIBj5WLVyXQ/b8Rxej7ZHDgT7DbrnWKkNlBbJT1gdK56aHRvp4ZkQgqD0zt7q4lmDW3yO0LhaEkEadOlaBy9egAdT3oGk97YOCNJ2vH11kZeFXam4FXpYA8XJUC5LWjggr5eRDCAe6/34bNmxIwZw6Ql29ArVpWDBiijffOs2qa68Z/BNDRAbsbAVQAcGnAEORNna3qfK6DyVstFo+gFGa+Xr/XyEjxWpdiVLd+rw5MwxkXHYxwUmELnuWgPUsLB7MOj4ldBRh4Y9e28X4yBl6VTwADr0oBeXjQChDsdumU7OZtvP0OK77+yp5qTGxiCq4Na00OODagS9cS0G18JaEEYk7dpK1bkLj1W6/9EuzS5TQqBP6dA3ap06ndh4SMDFo0KdBctLRI8GBKNSngpTjhnXtCA7yz52qT0k2NVlRCeexziSiUSJ/rmv2CgVeNyrE/loE39m0crydk4FVpeQZelQLy8KAVmDAuQbZSluekdPt+ySLKlVDaCBYJGn215LWfo0JfyqIr3Q4BuIVicAFsBVDN0a24WXOc2bwj6LN5DpRKY+Yrq4NURgItClvI5TYOReaLQMTzl3KMgTcQNeO7LwNvfNs/lk/PwKvSugy8KgXk4UEr4A9yXCdueJ0Nv/zsXVnLX97bjMwukl5dmvt3AO0dWRi+AlDPsWBRy9Y4+yX5erVrgXpsPbNAEBwvWlqoyKPta9dSFdK0Tqfma33XsA4K6SCIX/WpCcMGJ8oO8wR99vBq91zG4kwMvLFoVT4TKcDAq/I5YOBVKSAPD0oBAq++vZLwwy738AW5yVpfb8XuH737Bgu8BLt3AKAAAfLsirBradQEZ77YBMrgoGUL1MOr5dqec5H2FB6Sm2sUMl/IhVVovQd/adY81zOZgIe6lwgV9FxDVxh4tbZMbM3HwBtb9uTTlCrAwKvyaWDgVSkgDw9KAbkiAk2b2dCxIzBvrt2bK5YMplv74oUvcUH67NBvV3yuL+XhPeHw7BLskme3kWOG/OfG4uLYl4M6j79BUqEEvmJ4/c0XjZ/3eiQJW7KVfcGh8w0cYsGkKd4V0xh4o9H64dszA2/4tOaVwqsAA69KvRl4VQrIwwNWwJen7+ZbbPj6ayvO5bvH5tIFNwqBOJZbCsKz58lf+hI3RRXUKvZ8CIYrl4UfEeySZ/eU44KaCLvFTZvjTLZ2MbuuopBHddECM77caEJhoQHXNbZi7LjiuCqSQDYf0CcJ+fnKHhdfhSQYeJVpGK+9GHjj1fKxf24GXpU2ZuBVKSAPD0gB8tQuW2JG9tfSnr5atYFfD5d4Aa+4CMWAUroypUUGqjStD9NJwlzgvOOCWq4jz+71jkkLb78L5995T/MwBnHPUrHKWmdFoCwQO7baNa1Z24aJk93DAAIyksadAwll6PW4BQ/1KBFCLagd3G8ExRi7NgZejQ0UY9Mx8MaYQfk4TgUYeFU+DAy8KgXk4YoVoLRTo0bIX06iiRpcY0PPnjY81j/wC1pp/xyP1Pffg8FigaV2HRiuXIH5yK/C/i468uz+4qigdmt6OsirW9i+Ay4OGRYy2KW1pS6saXlRTCrlGX0hoMwL4WyiJ/vz1WacPGnAVVfZ8OAjFpw7axC+5Phrrl7dJ/skuoWwTJxcjEFDLcIUDLz+lIzvzxl449v+sXx6Bl6V1mXgVSkgD1esQCBZGcTcu0ry7NIGCHbLvj5Lci8Eu1RBbReADQA6OHppmWdXTgQKxbipdbLXx81bWHFjOysO7CMPJuUU9l2IwpfIcrr6u9Cn2HAKO8oVtUhKgmRuXXHaqtVsaNHSimdHFwtlpBe/bcKFC94ZOagaHBUnYeBVaJA47cbAG6eGj4NjM/CqNDIDr0oBebhiBeTA7MmBxVi8MMFrnmdGWwQIUtKqNGsA04njXl3pYloXB+x+AqCrS4+8V6bi0lMjlEwfdB8C3s4dk/3GrlKKrg2bC4JKOyan68EjV4KaL9jDBvKFhtaYMacIV9e3Yuu3JqSlA8nJNox5Vv4NgJgrmIE3WAvFxzgG3viwczyekoFXpdUZeFUKqPPhFPM6cXwiKI6SWvtbrahU2YbTJwOrVqbFMT1fU9OcYhYGqVCHQIC36rW1YDx/zm2bBLsPA6BSwas9YJc6FjdthjPZO7U4mtscubnAw/cn489jdi+lwQAkJpZ6OStVBs6c9l422OIPUuV4tajKFqgwvoC3Tj0bjv5e6rWlDAwEubOm+Q91EPfBwBuoReKzPwNvfNo9Hk7NwKvSygy8KgXU+XC59F/itsMZ6ymVaYFyrNIlq+6ZSV5KusZt+pM5465bkbiHigTbG0V7ZgJYD+ADAIcwEZMwQfisPC5gNkahb7WNOLnvNLbqMAAAIABJREFUsL+pA/784fuTsGO7+6U8oxGYNqsIqalA9tcmfJxl8po32ItspCt9YdguXlqrZQNlsFB6sS/gA8oM8FU5j8IRKIZ74dvennwl69MXox177B5r9vAqUSx++zDwxq/tY/3kDLwqLczAq1JAnQ+XujDlueVwv/oWvc10E1+M0fX0/jZuasPK1fKv+BP27UWZt9+EOecoqAxwUZPmuGrEYOFodKf/MQArAMwHUAnd8CA+87LU4WrtkbLvS80sSOC5IsuEN+YmoEAiPXCZMsClS/LLiTGqrj3EymQUu3rTzSV+QxTo4pjSuGfNDu6YiNYePjQRX29yh3mKT6YvNo3rpwS8JBWfoMIYL00qTePGwBuwjHE1gIE3rswdV4dl4FVpbgZelQLqfLgS4JUCrUgci0D4l4MmtL3BiCat5DMMJO7Yhord7oHBUhrfa0tKhqGwQIDdoQDeAfA2gEEAJrp4d13P9dadWXggi/zAwTeCvBVZZhzYb8DHHyp/Pe+5olSRBc9QBQJZivOleF+9N7LlpYsQPN1frDLj/HkDLttTIftsFIpBjfIt05ceiuH2rATHwOtPxfj+nIE3vu0fy6dn4FVpXQZelQLqdDjluz1IEJZlBnke5RrFlhY5ajwQUFH+1h69SiJ2qkSzEeVSzbJ5eI25R1G1dWPAJg195OMl2H0VwFjHKeSAV22lM4Lddq1TQP8OplWpasO8BUWoVcvmBbHk2e3cyTu7QyBxzcHsyXUMhSBQ/LfoNQ7k2ZCqLKdkP0rimBl4lSgZv30YeOPX9rF+cgZelRZm4FUpoA6He8btlitnvzhVpowNhUUGiHe7kpOBArrZ5dF27I6cF9Ef8GbcewcSd26XVP15uvkPCJG6E116ZKMjOmGz2xhflbyUmlQuDZfn+PLlbZJptnzl4pUr1qBl/l5f55QDbiVvA+RSscmt17KVFd0eLhE8uUq81wy8Sp/Q+OzHwBufdo+HUzPwqrQyA69KAXU2nDy7A/p6p3ZyvRAlVivL/sqEN173fg2vxMsWqmP7A97qNa6STOpK3typAMYAeE1ic6vQDXMwEr9VuB41G6XimdHFqi91KQVeglSKV164wF1rz0t5YrwuZS+od7UVfXt5X+QLl4dX7mxK1g+kshpd5tv/a2Dp0xh4Q/XbFxvzMvDGhh35FN4KMPCqfCoYeFUKqLPhgYCKXF89A2/V6+rAePaMm+oEuC8AeA7AdB/2OHHkuCYV1cSKYj/+YBQyLvhroleWQgS2bTUhPd0mlMt1jU31zHBA4SU1almF0rpi08Ir7W+v4udyIQnkra5aHbiqvA2pZWyomAF072lx+/LgD3irVrWhXn0bGl5nxegXiwO+ZMfAq9SK8dmPgTc+7R4Pp2bgVWllBl6VAupsuBIPr7hlKTBxTf8UiaP58/CWH9wfqZ9+7NwahTBQKANdTqNLanLN0uBanN7xk9fHgWY1CCZut8s9JVi8zBEoLbNBqcuFNI6gODfXiLQ0m+JX/lrYLdCwBM946BuaJePECe/YcXq+KPsGZZ0ItjHwBqtcfIxj4I0PO8fjKRl4VVqdgVelgDoc7hnD6yvFF3kd6WJbXp5BiPGlV+/3PVCCxi4pw8J5RF/AW+5fk1Du3zOAEvulOrqcRpfUHnXk2nXPfAuU1KgJm8mE4hatcGHOm27eXYL9gX2TnBfOKGftwqWFfr2Ncl5xSr3Vo5dFKBU8cXxprlkCvEXLCn2GT8jBZbjideXsS1+eKAxDzO/r6znw3Ct9MXhuZCK++8aEpGQbzGYbRj1vweN91F+IZOAN529k9K3FwBt9NuMdK1OAgVeZTrK9GHhVChiB4QRIlLaJGoEGwduOrUahchV5BdPSbdiw1iR4BmvVsqJLV//5Wz3z4KopdatGElfgNeUcRdK2b4XpErO/RurKLOfUBLuUfqw7gPcBSCUE+3v0ONA/Uq3R1Sle5X59xacSwAkV674zOrV3ndfVw0mxuK6hC0ouYsl5eP15htVoHchYf+ntwgnnDLyBWC7++jLwxp/N4+XEDLwqLc3Aq1LAMA93TRVFS5sTAJd0tIKHkjyVgVTZkruRH0ilM61kEIH3yoJFKD9iiOS0HzkKS9ztKBksl/32wsy5uNxvgNcccueVgzaKZ319VgLOn5c/pdq4Z6kqZWrn1MomNI+/in3k4Z4zz3fYhlb7YeDVSsnYnIeBNzbtyqcCGHhVPgUMvCoFDPNwKc+k5xaUxIy6jpG7ZKTkRr7WxxeB11z/aphyc7ymX+soGdwZwCcAvDPV2of8gbp4quth5OfZPeHk5abiDtQCCSHwLP4gdV5/eovZFw7sNwoeebrkJVUNjfqtX2cOe7yuEhvS3kaOSBJyO3s2KhaxcnWhopRiStby14eB159C8f05A2982z+WT8/Aq9K6DLwqBQzjcKUXiQJ9vaxH4E1K9PbbEuw+DKAtgA0+YJdMUif5FHIKKrtZxzU1m5THsldvC268yYqbbrY64c3Xq3zKNjB3QZFPb7qUN5lCHCjXcTQ3CvEggKcWyNsELc7MwKuFirE7BwNv7No23k/GwKvyCWDgVSlgmIf7i6UUvJkKsgJ4btsTAMOZAst1L6KHNymtrFtVjC10LgBNAGQDKCunu9mM/7zwNTJfudWrR9sbrfhsjb1kMX15oAtoFAtNhTh++dn9ypsYk+tLbyWv8fWY+s3XI0vhG7OnJzgv81FpX/L066kx8OrJGvrbCwOv/mzCO9JGAQZelToy8KoUMMzDPS+XeS6vJu0TwU5+vv2V9cAhgedH1UIKAt6008eQeG0D53Q/AugIoCGAjQAqyC2UkIDzi97H1+mZ6J7pXbTBfi4LJk0pdptByttLabOoqphcCAl50clj7O9CmlRsLi2up/hcUQy5NwhqSzBr8Vy4zsHAq7WisTUfA29s2ZNPU6oAA6/Kp4GBV6WAIR7umpFBTBU2/TUz5swoTX0lbqF+AxuWfxy+WMpQHD3pUj7KvzQGpqXvCdMT7FK8bhUA30nAbtGN7QCzGZZadYSMDCW16wjeyZtaeWdhEPd78Ih7ZS85Ly71277VhFHDE50ZHarXsGHJ+4WK88jKFXBQUqI3FPr6mpMuRI4a4V2lLxKx3L72ycAb7icjutZj4I0ue/FulSvAwOtHq+WfbsIna7bg6LFTuKp8OfS4vyMG977fOYqBV/nDFu6enrBE3sQVqwrpqqYAdJ4t0NjdcJ9HyXpVWzeCMeeo0PUQgFscsPsVgGoSE1yYuwCXe/Xx+oRyyA5+IlFM2ev2uad3tU2LZBz/0/syFsWmUl9qFOdMLdB4VYLvRzKT3S576Q0gRXHkipbobb8MvEp+k+K3DwNv/No+1k/OwOvHwnPeWYm2ra7DtVfXwm9HT2DkhLkYM+wxZHZpL4xk4NXvr4iU55HiRqmtyPIuaSv1ul6/p/PeWeLWLcjIpGRjdti9w3ExbasM7FI/X7l25TIsuHp45bya4u7+PHtFEwlFYE5Psyn2DmuycACT0NuEzh2TvfIT6y384qqyibhSZEFBkTWA03HXeFGAgTdeLB1/52TgDdDmE2a8C5PJhJdH9WXgDVC7cHaXy5xAXlyqiiaVHsrzVX0496vFWsmfrkCFwf3wOwD71zGAYLeej8nlPLw0RArgPL8U+EvzRtkU/MXpanF2vcxBz92saXRpzYD0dJsQ80zljfXUGHj1ZA397YWBV3824R1powADbwA62mw2PDTgJTyaeTt6Zt4ujDyTZ39lG45GF5LSyySgyGJF3iX3i0PhWD+a1qBX4dfU8b541eAaGy5eBE6e8H4Ff/pC+GyphZaGvAvOcr8pM6ei7NQpOFFUJMAuJe2iMIZGPhayNGuOv77d5XMrpOPW74wC/La/xYqmzWxC//37DOj5cAJOn/bWUZyQKtcdPqoPTdeuMeKdt0zCWa5vYxMq6J05bRDO8+hjJc5zaWEXvc+RlpqAwuISFBazh1fvtorE/gh4K5RLwtl8ffzuhkuDSunSF3XDtT6vE3oFGHgD0JjCG77btQ8fvDEeiYn2S0/FlvD9R8NgAMwmI2w2wFISvnUDkEhXXe+8w4gtlI9LQevQAfjyq/BouvcnIC8fSE8DWrRUsDmPLqY+vWHM+tD+U6MRsNr3fcIRxnDKcUFNDnatffvC2rcfbLdR7obgWqUMozP1ltQMVBhi5SdW3HZbcPNrOeqPP4Brr3FPm+Y6f/nywK7vrahbV8tV9TuXyWiA1WYT/h7hxgpIKWA2G2EJ43/b9GCFBLP83xF62B/vQb0CDLwKNVz4wRqsWv8d3vv3C6h4VZpzFMfwKhQwQt3o4trHWWbJEAZxS5R3l/KlUiqtUDfPuFjXi11K1i47bzbSJo7z6kpVe+mCGsEupR673sdkZ1evR1H7DkqWk+wjV1pY7Dx1ZhF699PPa3y5XL6uh9PbxbKgjaNgIIc0KBApjrtwSEMcGz/Gj87Aq8DASz5ej6xVX2Pp6y+ickZ5txEMvAoEjHAXudy74b5MJBdXHEie1ozMLkjc+q2bogS7lHrsF0dRCV+wW9y0Oc5k71BlEbl8s5Uq2/DmO74rp6laOMjBDLzuwjHwBvkgxckwBt44MXQcHpOB14/Rl3/6JRZ+8AXenT0W1apUFHobjUYkmO23/Bl49f9bIwc84c7lKrePQLyLnsB70VFU4oCjXLCc39ZyXSNceeAhXBwyzBn3q8ZyN7ZKFqqsuTbX0sNq5tZ6rD+PNK2n171rrQXNx8AbClVjZ04G3tixJZ/EXQEGXj9PxJ2PPosTp8659bq9fSvMnfIPBt4o+W2ii1eULsoV0JSUtdX6eHIpvCZOLsagocrKz6aPGYUyixYIW6OLaVQumK6dfQKgq48Nn9p9SCgqEWgjb+6it804sM+ImrVtGDjYHvpBEEkAf2C/EXQ5jTIRUFiIXhvtdaFQCQ9ITASKikp3Ggv5lwPRnYE3ELXiry8Db/zZPF5OzMCr0tLs4VUpYJiGE/QSnB3LMaBJU2tY4nU9jyZVwYxKGe/Y4165TE4SU85RmHJzQF5egt2HHfG6q33Ari0tHfmjx+HS0OEBK037vaFZCi5fLh1Kl9E2bI7+VGME8rm5Bug5r2/ABlM4gIFXoVBx2o2BN04NHwfHZuBVaWQGXpUCxtlwAi26RLf6UxMKC4HUVODq+lYMGGKRrEKWsG8vktd9gYT9/0Xy2s8FtcgXnOmA3fcBPCqjYf74Sbg48vmgFZaroBaIRzroxXlgyBRg4A2ZtDExMQNvTJiRDyGhAAOvyseCgVelgHE4XOryGnlOt+929/SWHz4YqVmEtKWNYLc3VYoD8IEP2C1qfyvOrt4QkLrk0aV9UJO7YEefBRJzHNAGAug8YVwC1nxuwonjBqSkANdea8WdXUqEvXHzrQADLz8hvhRg4OXnI1YVYOBVaVkGXpUCxuFwuctrrlkjKHyhSmv3TLqUbfcxAB8BeBvAIBntipctx5l7HlSsLMHtMyMSheIS1ChVWqOmVixaYJacI5CsEoo34dKR9jPbER9M4Sc9elkgloSmbr6yLugBxoM5czjHMPCGU+3oW4uBN/psxjtWpgADrzKdZHsx8KoUMA6HywGbK0gmbt2CjMy73dQZDOAdANMBPOdDt+JNX+FMq3aKlZXKuNDxdiuyv/ZOxN6ilRVrN4WuAhNBd5dOyV5FLVy/DDySmYTtW6WTxMfbBTTFRnbpyMAbjGrxM4aBN35sHW8nZeBVaXEGXpUCxuFwuWwNPR8rwcjnilGrtg3lXv0nys18zakOReLOAPAqgLF+NCv632GcrVBdsbI1MlK8+lImBqrEdXB/aeqxsmWBXXuVXbBTvLhHR7lQClfPLQNvsOraxzHwqtMv1kcz8Ma6heP3fAy8Km3PwKtSwDgdTjGoCyVCBsonXMbh8q1Q8cz/nMoQ4E4FMAZAKQJLC1f4yKPAB8txLt8l75YfjaWAlzyli5YWYsNaE3JzjahVy4ouXUucMb6hMtv6tSYM6JvoNb0r8PoKaRg4xIJJU/SbHi1UugUyLwNvIGrFX18G3vizebycmIFXpaUZeFUKGMfDqezxxPEJXgq8iyfQH0uEn08EMMkRwkChDL5a/gsvo2jMiyiXag4IeKU8ppGKhZWr4uYa7kGX6yaMS8Taz024dKlUESoRPXteUcihPNofWQbeaLdgaPfPwBtafXn2yCnAwKtSewZelQLG8XA5T+UETMJETBS8uS84LqfRJTW5VnB/N1wcOBRF7Tsg0WwMGHhFgBQLc5B3N5JFJCjkg4CWikRQixR8x+qjycAbq5bV5lwMvNroyLPoTwEGXpU2YeBVKWAcD5d7fb8ZnfArskGX1CgTw3wqZy2jExWWOPHbCeenwQBvHJsgLo/OwBuXZld8aAZexVJxxyhTgIFXpcEYeFUKGMPDCWgptVdevkGIgZUqLvFixsd4D/2cKvTDe2iP/hgKoLsj1y7BrvWqCvjrzYUoP3qkUG2NGsFu3pRpuNyrjyLgpXLAE8cnCjl2qfXoVYKJkzkEIIYfQcmjMfDGm8UDOy8Db2B6ce/oUYCBV6WtGHhVChijw5UWl6iekYo/UFf4h/53J/4Qcu1SQjIqGUyZcC8+/QzyX55cCrVbtwj/v7hpc9jSy7sp6MvDe1fHJBzc7+4rpvy2c+Ypv+AWo+aKq2Mx8MaVuQM+LANvwJLxgChRgIFXpaEYeFUKGKPDlRSXMB/Yh4zMLjBeuCCoQAUlqIpaZwCfAEgGcGnIMORN8XddrVREKeB9+y0zXn0lAUUSXFujpg27fipwTkBe6RVZJuTnGdCufYnglRarr8WoqeLuWAy8cWfygA7MwBuQXNw5ihRg4FVpLAZelQKGcTi90h/QL8mtotisuUVC3ttAG130WpFlRn6efSR5Sl3n8VdcInHHNmTcd6dz2bUAMqnKGQAqCEywe/zs5UC35XVpzVeJYJo8vbwNBw/bgXfJYhPGjXZPCUZV16joA7fYUYCBN3ZsGYqTMPCGQlWeUw8KMPCqtAIDr0oBwzhcqqKY6yt9AuJZ0xNAXk7yalLeWbkYV8+5qP+GzQVO6JUrLrFjdwHqGP5A1ValZYMpQKELgLYA1gAoG4RnV5TR08M75Z8JePN16RLBNKZxUxs2ZduBt9HVKc7MCK5mOXgktMUmwvgI8FJceIKfAT8KMPDyIxKrCjDwqrQsA69KAcM4XK6i2MbNduC7q2OyW2Ux+plUIQMl1cBorGtxibQ0Sq9VjP9ruQWVXDy7BLv3AmgIINsBuxdmzsXlfgOCUsYTeO/vkoTdP8rleAC63leCG9tZ0b2nBY3re1dco02QPlR5jVtsKMAe3tiwY6hOwcAbKmV53kgrwMCr0gIMvCoFDONwuYpiKx2v7P19Lm5VSTUwuWNVuaYmTH+dFz7+EUBHALUAfAeggmNQ3uRpuDR0eFDKnDxuwpwZCThyxIa0dBt+2m3EyZOl5YHlJm3R0oq9P3mDsckE5Jy6EtReeJA+FWDg1add9LIrBl69WIL3obUCDLwqFWXgVSlgGIf7qyimFHgp9KFzJ4qydW8TJxdj0FCLzxNVr1wWsFpxCMAtAKoA+ApANZdRwQIvxRXf3SkZOTn+AVdqkykpwBUPtm1zoxWr1nAMbxgf05AvxcAbcomjegEG3qg2H2/ehwIMvCofDwZelQKGcbhYUezAfiPS022gimIDhxQ7sxAoDWmgLT/ZJxEb1pmcu6dY2JWrC/xmNKheqSwO2ay4w3ExbasH7NKEZzZvR3GzFgEr4++CmjjhVRUAh5PZbY1hTxdj2ZIEZxyv0jMFvFEeEFEFGHgjKr/uF2fg1b2JeINBKsDAG6Rw4jAGXpUC6mg4eW4puwKBLMXc0qW1SVPkCzNQ/9xcoxA6QNkM5FrCvr0wOOrkXhjcDx1OnRSyMJBnt57LIFuZMsh/YULQ4QxywNu7nwWVqwD79hpQMQMouAKs+rQU1sUtiLG6NE+tWragslfoyJy8FRkFGHj50fClAAMvPx+xqgADr0rLMvCqFDDGh1fo3R3J6yn3AvA7gDtMJhSUlIA8u66wS5+fX/oRCrreH5AidDGO0qOR9/qahjb8+ot3OAOFWmzfanTzSCckAMXFpUtxAYqAZI/qzgy8UW2+kG+egTfkEvMCEVKAgVel8Ay8KgWM4eFVG9WB8cwZ4YQnALQHQGl76YJaaVKyUgECDWWQSn2WnAwUlNaRQJd7SjBwqAXdM5O8lO4/wIK69cg7XcJZGGL4OfQ8GgNvHBk7iKMy8AYhGg+JCgUYeFWaiYFXpYAxNrzM/HlIWfcFzHt+hPHyJeF0lJOBLqidohRfAK6XOPPlnr1xYd7bzk8oE8TB/XZvrWdRC7GTZxyx+PONm6zIu1yMJk2tQkzxO/PNmDg+wWvVZ0Zb8OxoFzdvjNmCjyOtAAMvPxm+FGDg5ecjVhVg4FVpWQZelQLG0PBy06aA/nFtBLtUKvgXR55dKdi91G8A8mbOdQ5zzd8r/pCqnXnGCfsCXpiLhCIaFGMMmw10Uc+zMfDG0MMXwFEYeAMQKw67MvDGodHj5MgMvCoNzcCrUsAYGp6R2QWJW791nuiiI88uwS5F8XaQOatn7K5UerT6Day4+RYr0tJsuOZaGzrfU4INa00YNcK9FHBaOvC/X0vQ8BqTENcr1+hS3o49XEEthh4/xUdh4FUsVVx2ZOCNS7PHxaEZeFWamYFXpYAxNLxazQowOAJoCXapgtouABsAWNERHZGNyw88iNT/fOY8tWcog1yOX0+ZxFLGH2eZQbG8x3INQrzumBdLYCkwo/Nd3h7dm9pZcfOt9mwSPXpaOAtDDD17gRyFgTcQteKvLwNv/Nk8Xk7MwKvS0gy8KgWMgeGGvAuo2qoRDPl2lyrdGesCYBuArhiM/2CB85RUmOKVwYdhyj2Kklp1UFK7jpcCUh5eKZmkyh5TaeE93ydIAi9nYoiBh02DIzDwaiBiDE/BwBvDxo3zozHwqnwAGHhVChgDwys8/giSN6wVTkJ11jIdl9Mmow7G4g+vE86eW4QevUokT06X1caPTcCJ4/6rpVHhDLEssjgZAe/502a0ucHkLCAhfuZr3RgwAx9BoQIMvAqFitNuDLxxavg4ODYDr0ojM/CqFDDKh1e+tQ3Mhw44Ybc3gBUAPhBSkY3EKMz2OqHcZbHcHANuau1dslhOIjkPb7lUM5ZnlWDU8EQn9LJ3N8ofNA23z8CroZgxOBUDbwwalY8kKMDAq/JBYOBVKWAUDy8/fBBSs5YLJ6DI2MccsDsfwCAAq9AND6I0Xlc8qhzwyqUPk5KILp1tzC7wisMlDy8B77n8oihWlrceSgUYeEOpbvTPzcAb/TbkE0grwMCr8slg4FUpYJQOT396KIo/+I/gwd2MDjiHcbiILMxBCv6BK8KpTre+E9f8uhH5f7uHJ+zY7Q2q1F8J8FaqDAx7uhh3dy2RvHTGwBulD1QYt83AG0axo3ApBt4oNBpvWZECDLyKZJLvxMCrUsAoHJ60YS0qPv4I+mMJ3kM/AIMJVwG8in6ohiWGJ3D2g09QdNfdoKwLM6clID/fIKQUo6pnnvl0RQn8ZWho0syKRe8V+cyuwMAbhQ9UmLfMwBtmwaNsOQbeKDMYb1exAgy8iqWS7sjAq1LAKBuece8dSNy5Xdi1ATYAYwFMBTABwETUxR/Y/dZmXOne0+fJKJXYwQP21GFUES0nx4gVWSacOW1AYaFQK8KrvfF2Ebo9JH3ZTezMwBtlD1QEtsvAGwHRo2hJBt4oMhZvNSAFGHgDksu7MwOvSgGjaHjFrrcjadcO544NAuROAjAGwGvCz9ORh4Nn3YtBeB6RPL6zppkDOrnZDDS41oa6da0YMETeS8zAG5CscdmZgTcuza740Ay8iqXijlGmAAOvSoMx8AYuIGUjIG/m9q0mtGtfAsogUKu2hEsz8KlDNqLMv2cg/ZWXnfMT3r4g/Imup73t/Pn9Fb7D/P9JFRAu3Vqjq1O8UoZJbbzDbSU4e86Ig/vdY4Cp6MT23dJV0hh4Q/YIxMzEDLwxY8qQHISBNySy8qQ6UICBV6URGHj9C0glbmdPT8CBfUakpNqwJduE4uLScXovc5u0ab0QswurvUrZDADPA3gIFXEWK7AFnYSf32b6Du/OO4Ok7nf7FEVpYQm63EaV1KS8wStWF0rGAjPw+n8e470HA2+8PwG+z8/Ay89HrCrAwKvSsgy8/gW8q2Oyl5fSc5ReiyKkLl6A8qNHObdLV9Poitqjjly7FIV75e57ceWxvihu2lyycprnWetWS3EDfikFa9ayYeeeAkwYl4CFC7zDHxh4/T933ENaAQZefjJ8KcDAy89HrCrAwKvSsgy8vgX0l3lAHC2Xm1aleVQNN+UcRZXWjZxzfOTItdsdwPsACEOLG16HM1t3K15n5DAzVnyU4LN/46Y2zJlbiCbNbKDLbaNGeMcEy6U2Yw+vYlPEbUcG3rg1vaKDM/Aqkok7RaECDLwqjcbA61vAbVuN6J6Z5FflRUuLhNyyemkEu+nPPY3krzcJWyLYpSpqnQGsdsCutWIGTv6SE9CWG9VPRn6efNng/gMsmDLVJd6D8j+4eHkp/GPSFPnSxAy8AZkjLjsz8Mal2RUfmoFXsVTcMcoUYOBVaTAGXt8CUvxuy0YpKPJR+Cs5BTiSay/WEOlmyLuASre2hfn4MedW1gLIBHAzgA0AqPhvYftbcW41/SmwVrtKCkpkuD4hAdj7s/RlNKWrMPAqVSp++zHwxq/tlZycgVeJStwnGhVg4FVpNQZeaQEpE8Os6Qk4lmPA4cMGnD4l7dWsXMWG97Psr+/10Co82g3JX210g92HAbQFsAZAWQBF7Tvg7Or1QW33zg5JOHTQnn/XtVWqZMPnGwpVZ6tg4A3KLHE1iIE3rswd8GEZeAOWjAdEiQIMvCoNxcBbKiB5cw+pcQAtAAAgAElEQVTuNwpVxcaNTsCJE/Kv7mnUo49ZMOt199f3Ks2hajh5d6vVr+6cYwuALlQYAkC2CLtt2+Hs2q8UrUPhHLOnlcbrjhptP+ujDyaJCR+EP9epZ8O27wsUzemvEwOvP4X4cwZefgZ8KcDAy89HrCrAwKvSsgy8dgEJ7gb2TQJBr79mMgF3di7B4mU+4hz8TaLx58bco6jStjkMjnxpPwLoCKAhAPL3VgCQ98pUXHpqhKKVp79qxpyZ7pfTKH/uhs0FSEu3YdcOI/743Yj2t5agcRPtvNsMvIrME9edGHjj2vx+D8/A61ci7hClCjDwqjQcA69dwCf7JGLDOpNPNanAxJx5+oFccbOCZ7dBDWc9X4JdupxWBcB3Dti1pZfHiSPH/T4tBPyvvpKAZUukK6mFOv0aA69fE8V9BwbeuH8EfArAwMvPR6wqwMCr0rIMvIDS1GMTJxdj0FCLSsW1HU6wW7XJ1TAU2EMKDgG4RSgRDGwFUM2x3KktO1HSuJnPxQl2n+yThB3bvGN0xYGh1oCBV9vnIxZnY+CNRatqdyYGXu205Jn0pQADr0p7MPACN7ZKxrFc3/G67dpbsWhpIei1vp5alTZNYfr9N2FLvwNo78jCQFG69RwbPf3NTliayMMuAf/en4yYMC4Rly/7Pt3GzQUhvaCnF+AlTRa+bb+0WLO2DQMHF4f03Hp6pvS+FwZevVsosvtj4I2s/rx66BRg4FWpLQMvIFcqt2xZ4N3lhWjS1Ko70CWzl50zHWmTJzhh9w4A5Oclz64Iu2c2b0dxsxaSTwllonj4gST8ecw37IuDBw6xYNKU0F7SixTwvjPfjI3rTMjNNeDahlbs3G7CxYulsv1/e2cCblPVxvH/ubPxxieSIfqUucKXuYEGUZFCqDQYM5RZQoYMcc2JjMkcSjcyJlJIShQahZCMZYo7nu95973ndM+959wz7H3O2cN/P8/3fLl3r7XX+3v35XfXeddajvrlUqW1q1dW+aNr2eYUXsum3qfAKbw+YeJNBiRA4VWZNAqvZ+Ft1FhfC9McqVbKGCqVhS0pSfnSycyZXZFdmdl1nK12dtmHSL5fqnndXz27x2DFstzrlqWlHBYxaVpoDtYIh/B6Og0uO7Vgl3Oo/FG2THMKr2VSHVCgFN6AsLGRAQhQeFUmicLrehKYA6dI3srE4H58H2jqit1WDpF/ZCxAE9mVmd1TmQvUFNm12XBmzSak1JKjJjxftavH4tjvnut1pWXefMCHa0LHIVTCKyULv/wSgaNHbJgwNtrjYRpZ6enx+OhA3yEjt6PwGjl7wR87hTf4jPmE8BCg8KrkTuHNACgfacsuDakpwD0N0tCrn74WpznSXGDcKMj/5DqfuUDtWOY+uzUApBcthrMrPsq1ZldKGR5sIEcE5/7yFCgI7PpW3clp/r6ewRZe2X6u/TOxuHjR35EBKxKTULdeuv8N2UJTAhReTXGarjMKr+lSyoAyCVB4Vb4KFF6VAEPY/D+PN0HsNjlCApDyUtln96fME9TuBpBS5Tac2fplriPyZSeGuDig8cNpGDUuOeS1y8EQXol5xbIoRfCnTYlGZiVIrpxiYuBynHQo6pdD+CoZ+lEUXkOnL+iDp/AGHTEfECYCFF6V4K0ovPJxthwbfPFCxmKtVm1SIXvs6vkqVqMyIo/KPgwZsvswgK8AbAAgsiuXt90YvvrShlbN45B5NkWu4YZrz+FgCO8D98bh4H7fFuYJlNhYYPrsZNSpl4YD+yN0u2hRz+9rMMdG4Q0mXeP3TeE1fg4ZgXsCFF6Vb4bVhFdm++pUz5PjRLVxk5IREw0UjAcqVU6Hnlbj5586AQVHDFEyLQvT5Lhgkd33ATTJzP+lvq/g0iuvuX0bpITh3bmRmPGW68lp3l6dE2evertF8+9rLbxSwtCyWaxf42Tpgl+4Qn4zhTfkyA31QAqvodLFwfpBgMLrByx3t1pNeH0RINmCas4CfdRrFm7dHHGfyDxuhuw+kXlUcGIW2T23eCWSGjnU998si9zLcckScyDXwUOhrd+VMWotvOvXRqJ9uxiv4dtsQO266ZCdOfR2uIjXwVvsBgqvxRLuZ7gUXj+B8XbDEKDwqkwVhdc9QDloYmViEmR2VA6lqBSGvXjj+/dEvnmzlAHKErpmANYDWALgycxhX3muAy6Mn+o2CFmIN2yw91ndggXtuHjR9SN/2aXih9/MO8NbsqQdsAE3/zcdDe9PV8pa9HaoiMofbdM2p/CaNrWaBEbh1QQjO9EhAQqvyqRYTXg//CAS3Tp5n/GrVMWO+Hg7dmaZHQ3ltlSxG9biP0+1ULIr+wK0BbACwNsAOmbmPLnq7Ti7ZafbN0DqlF/sGINDv3qf3RXZW/9xlMvOBZPeTEarNqGvaw5khlfEfu6sKOWXEylF6d0vxWXsLzwTo+zA4bhKlrJj49ZrFFyVf3eEqzmFN1zkjfFcCq8x8sRR+k+Awus/M5cWVhJeX8oZHHDKlLXjyOGcC52CfbSuPD8u8QMU7tAOsKcrsttFtk0DIHO9DtnNbWZ38yc2tGsd5/ObISLfoXOKskBLrlKl7GGrYXYnvEMHRWPOzChlbDIL26tfirPsQMRetljLfn2555pLDJL7A99HoHLVdG4t5vOboc8bKbz6zIteRkXh1UsmOA6tCVB4VRK1kvBmn+lzoJMtpxxC5fha0+Zp+GhVzlPIgr2gKf+kBBQclXFcsFydMmU3AUDfzK9d6fgiLoyZ4Dbzu3ba8PijvsuudBKu2Vx3AWQXXk+noDmEdsK4aEwclyHDWS+eiqbyLwYdN6fw6jg5OhgahVcHSeAQgkKAwqsSq5WEt0WzWJcSBQe6ylXS0eTRNKSlZczoPtQ4FevXRbkVqWAKb/4p41Hw9X93WugHYDyAMQBeyRxsyq3lcWbHt26zLrOYT7WMddk/NuuNhQvbkScvcOL4vzPXettfNrvwehLaAgXsuHTJ81ZjepJ4lT+ibJ6NAIWXr0RuBCi8fD/MSoDCqzKzVhLerB+Nu8M2ZHgKHn40Tfko3N1H5cGu/byxSF7nsERwxwIYAOCNzK8m3Vkb59Z96jbjzR+OwVe7cs5IZ70568f8Isd6PDXMV+H19tpnL2nwdj+/bxwCFF7j5CocI6XwhoM6nxkKAhRelZStJLyyqElmeWXXhdwux+ygSOHypVHK/TILLLOhwdif13bhb+SbMgEFp2aUKYjgDswsYZBSBrmS7r0P51audjvsVs1jsP3z3GW3QkU7Nn8uG5vp+8ouvEsWRqJfL++LDPPmA/65Ashiwz79U/BQk9AvuNM3WfOMjsJrnlwGIxIKbzCosk89EKDwesnCzq8PYMaCRBz8+QiKXV8YHy90zBdmNLSS8DpQDRoQjflzc9Z9Or4vC6NkD9pQXHmWLEChl2RZWsYlJQxSyiCL0zI2JANSy92K01/udTscX/aZlT1mD/wa+j11A+EX6AyvYxu5QJ7JNsYiQOE1Vr5CPVoKb6iJ83mhIkDh9UJ638FDOPbHaZw9fwErVm+l8AJuyxWyYwzFKWMys1u8XAnAblceLzsxyCI12WNX9tpV9kyIjMQfpy55zLKnGtesDT5YfQ216mQ8Q+9XoMIbyi3j9M7Q7OOj8Jo9w+rio/Cq48fW+iVA4fUxNxu27sbUue9TeDN5eRPFUAjvDeVLI+LcWafsyjxvSwCLADjmn88mrkdyvbtdsiylGb17xHg9QS0yEpC6ZD2eHCZ7525cF6lshVanXhrad05VaoqzC6/EWru6510npJShS7dUpYyBlzUIUHitkedAo6TwBkqO7fROgMLrY4YovO5BLXo3EgP6uNaIBnu2MPrLHbi+6YNAuuyyC7yXebDEQwDkyGCR3csv9cHV5i2QUvX2HAP3tL1a1hsrVU7Hps+SfHw7QnubuzIMOdmt4QNp2LM7ArYIG2rVScOwkcnKvrtyv2wbJ4eAVK+RjpKlMw4FEaFv0DAN5Stm7Bssv8TMnRkFOVK5ctWMAyiy1/JKX8o9F20oVSrdKdqhJcCnqSFA4VVDz/xtKbzmz7FVI6Tw+ph5T8J79mLopEhm7wrmjUZyajou/uN+Ru7C38CQV6Ow/YuMQxDq1U/H66NTEX+dj4EGcNv2zyOcz6tSNR1NHskQ0WBcEUePovBt5Z1dr808MvhBAO/LoRNyslrhwjh/+I8cjx88MBKJqyLx50n3i+7yFwBuKmPHqDGpqHdX8GJQy2XQK1GYNSP3RXbyjNZt0/HmjJzvieTr6dbRuHz535F06JyGOTNd+5R35pt9SVi2JBLr1kZA3q3937uePOe4J5jvl1pebO9KoECeaCSlpCl/j/AigewE5Ce8UIFYnLsUun/b9JCFIgVj9TAMjiGIBCi8PsL1JLzJKaH7R0N+846KikC6HUj18I9Vh/Y2LFzoKnTPPGPHnLnGqEHNNR1//43o/5aB7VJGTa7I7hMAagLYAOBPlEGvqDdx+JYHcV3RGNx9tx2Dh2TE3eDeCOzY4bl3mQk9fSZ0ufTxtcObU21YvTojnzfdZEfCeDvatLbh009z3ylD7s+bF+jTJyP+R5vacfvtwL59QP36EUjO9m9ZRIRzwtxlaPLuZH+fso9946Z03HOPrxHxvnATiIq0Id1ud3xAEu7h8Pl6I2ADoqMikBLCf9v0gCAm2vsx8noYJ8cQOAEKr4/sjFLSUPHmPLh4MWdQ/tbUysfbK5ZFQmpA5WNt+XhbPuYO1yUL1IrVqYaI06eUIWwD0AhAZQBbAeQHUCbyGI6mlXQZ4uixydiwPhKfbcl9RrRl6zRMnpYcrvCU50opgdTlCvNGjdPcHt4hdbo//GDDX+e9C2/2YOYuSMbihZH4dJP32WFH20pV0nEw88hkT3CkX25jFtZXx6+Hs6TBL1yWu5klDZZLuWUCpvB6SXV6uh0pqan45PNv8NY7q7Bq3khE2GyIjs5YFqWXbcm0XETm7jjaUG415i4lxSqWQeSZ007ZfRiAFDZsBFAYwF7cgWpwf4JabikuU9aOO2ulY/iojHrXUF1Z62Wlfrb7yykYPSJGkV7HFRcHXNNw61/ZeuzbPRG45seOcVLicfRI7nLNQypC9dZo8xwKrzYczdoLhdesmWVcFF4v74Dsw9uhr+P4goybq1a8GctmZBxhqwfhlQMeWjbzXH8ks4XzFvo+e9mze4wyu5v9GjcpGU89E9oDCWRmt2j9/yHyZEZN7jcA7gVQCsAXmbKLiAhsmbIDDXvU8vsnOhyy5svev34H4mOD64sCmb83+NRCZr7dvQvSWBbK9e6vz10sfArOojdReC2aeB/DpvD6CIq3GY4AhVdlysItvDIj2L5drLIC390ls3py8pk/J5x52sVAakIfaZZR3uBPf+7GJUcPHzwQgYLxQO26aR5nV4uXKARbUkbB6Q8A6gMoBmAzgOIA7Hny4s/9v8Iefx08lXN4SnGzx1MxfVbot+Py9AuFmldRdl2QU9KOH4vAHXfY8elmG65cce1R3oVy5dKx8F33h4bkz49sC9lSldPxXmgXi4P7M2Z5RXLnLkzS5bHKavhZqS2F10rZ9j9WCq//zNjCGAQovCrzFG7hlaN+Pcmu44hff0OclBCF8WOjPTaTWt6NWwL/rF32kB02+N/+pZRgzoKcElWs6i2IPHnCKbv3Ze7CsD1TdhEVhdObtyO1clXlnskTopAwxvO4HQFFRwNTpyehafPgLVKTX0TclUhkj93f3Hi6v0OXVAwfmeLch3fGzDT06uG6XZyj1rZNixhs2/rvDL7ssDBxarJy/LO8Sxcu2FC3XppLzbbEc/GCTfUvOlrFy34CJ0DhDZydFVpSeK2QZWvGSOFVmfdwC2+JInk8RhDox/WbNkTguady36Il0L5lsO7GnL3sIn5QP+Sb+ZYS22HZXi0zSpHdsvLfNhvOfLrDZZ/dqrfmwfnz3hO6ak0SatbWXnZlsVn7Z2OVk+jkklnwue8muYijp19QZPZcDoy7mqW+9vqidpw57dvitOmzktHs8TSXgydkPFI+IbO/MrubdVZeBFYOrShVKmMPXl7WIUDhtU6uA4mUwhsINbYxAgEKr8oshVN4PZ2ipfZj5wfujXN+hO0Jj8zw+rJrg8hfr5cyJFDEqmnzVLw1JecsrAjZysQkSM1uoe6dELdujfLok5myK/PJUsZQUb4YEYFfPvoKS/fdlilt6bi9Wjratcld0gsUAD5Ycw2VKucueCKDX+7I2C2hTl3Xmc7cXhd3pSDZZ8O9lV1cd50djzZLw733pSs7H4iwDh0UjePH/hVfOTAiLUsptex9vGFLRtlH9pPWVL7ebG5CAhReEyZVw5AovBrCZFe6IkDhVZmOcAqvDN2dQKnZYktkr9J/Pc8ayzNFqH/4zbel/t4Ez4HfIbw3lCmGiMsZ++yK7EoZg2xEJgvUFNkFcHbZKjR9s6nHUg53KZUdD/YcuOp1JwYR85aPxbnsljBspG8Ls+6olMftgrCsW8L5csqbu0WGsjDRcUnpgczO7tweqRwrLFuVOS4Kr8ofaAs0p/BaIMkqQqTwqoDHpromQOFVmZ5wC6/MAPbsFoPMsxiQNx/Q4L40JEwKbJstEb4HG8h5Ze4vkd1J03zbd9XT7hHutrpakZiE5s+XQOT5c8qDpTJBFqiJ7MrWYzUyh3Ox36vY1WRIrmP0NHZ5RlY5dHefJyH1ZR/jCmXzOPOQte+sbYVJ+2di3e6V7GijZgs4Cq/KH2gLNKfwWiDJKkKk8KqAx6a6JkDhVZmecAuvDF8+8p4z03XlvXwcLouUArnczcpGRckpbxn7woo0DhuZ7LWkwZPwygymjO/YsYxZy4cap6LGoRUo3KGdU3blqOCfMg+VUGQ3Lg6ndnyLtNI3wds2bJ5iPnjI+wyvpxpbX0o4alSNc3tscXZZdtTPyjjdbSdXspQdu74NbFEghTeQN95abSi81sq3v9FSeP0lxvuNQoDCqzJTehBeTzW3Hbuk4sD3EShZ2o4OnXw/Kc3dwRPZMUk9rixc83a5k+fsu0cUrVEZUUdlaRpwOXOf3QOZxwXfLVuPFSiIc4uWI7me/Ano2ikaiR+431rL03gcJRPexutJeH2Z4X3s4Vjs3pVze7jc2rr7ZaV3/1T06R/YdmkUXm8Z5vcpvHwHciNA4eX7YVYCFF6VmQ2n8MpM4YplURg9IhqZW9XmGo0/OyuMGhGN6VNzl0pf+pMSia6dY/Hrz/8uusq6DVm+qRMQP2KIMu4/EY87cANO4wiqYBiewDW8jCm4euigss+uXNm31HIXcFweYOGyJGxYm7nwrF46WrVJ9Vq/K325mz2WvWiHj/IuoO4OlPClrWxVtmFdxjZhMvstv6gEelF4AyVnnXYUXuvkOpBIKbyBUGMbIxCg8KrMUjiFN7c9eN2F5c/MobejiqV/X0oE5D53By046lSL1qiEqKNHIHPFJVAb5/E1gEQATZQQut+4EgO/e1hZRFbvzjj8dT73bbpkj921m6+iUqXAEyu7MyxfliH7pUqJLPt+upwI/vp1GW1lcZmUboTyovCGkrYxn0XhNWbeQjVqCm+oSPM5oSZA4VVJPFzCe/h4ssfdFAoVtrsVQ3+E11udrD91pp7E/Luuk1H53cFIv3IFzQCshYjiIgBPOrMi23rNXXAN990VhyuXc5fdxx5Pw1uzAqtbVvka6KY5hVc3qdDtQCi8uk2NLgZG4dVFGjiIIBCg8KqEGi7h/XxHitudCqRWdfjIZLff83Tymsht7x4xyr6zcsmiNDn5TEoCZs+MVvbkLfwfwAY7zp2zKR+7S42pL/vwSn+ehNcOG+TD+6cBrACQjmUusittCxa04+JF74cvtG6biglTvZcdqEy37ptTeHWforAPkMIb9hToegAUXl2nh4NTQYDCqwKeNA2X8J6/lJzrHrzZF0PltmirVrU4l4MNJC41e/lmR+ruON178Bk+xb1oC+A9ALMAvIW92Ifb/c5IsWJ2bNlxzacaXb87N1gDCq/BEhaG4VJ4wwDdQI+k8BooWRyqXwQovH7hynlzuIR3zfpUjBgSjYMHIpynblWqYse8BUnOo2J9OT7W00ETvu5q4Cs+x8KsiLNnUO6n9ZiMnuiPvzEbQAKAvgC2TNqOduNr4fiJjAVc/lyyBVuo62X9GV+o7qXwhoq0cZ9D4TVu7kIxcgpvKCjzGeEgQOFVST0cwvvTz2moUN5VCvPnB77a532fWXfhliiS82Q1LYRXZHrl/BQcO5MXhY/uRZdPnkKZlJ+VIfQDMB7AGACvZA7qj7P/KEcQz58bhSWL/Nt2zJ/6ZJUp13VzCq+u06OLwVF4dZEG3Q6Cwqvb1HBgKglQeFUCDIfwDh5ix6iROetaA53ldFdjq1YgY7Zvw/8er4yjaSVdCB9GWbyNIxgrB2YAGJb53fSixfBck+NYON8/0XV0HmjsKtOvu+YUXt2lRHcDovDqLiW6GhCFV1fp4GA0JEDhVQlTT8I7bGRKQHu4ymI12YbswP4IxMfbIbO7gR584MD5Y8XncN8Zqc51ve5BA3yGrRgA4I0s3zq15wfcUL2C12zItmO3lLcrC+kcl5RybNrq/RAMr52b4AYKrwmSGOQQKLxBBmzw7im8Bk8gh++RAIVX5csRDuGdPScdnTrmPNHLl+NvVYbrU3OZ3d3f7A00wJZs94viDkTHzEVqjm+2xWIsVZaveb5sNuCJVqmY8lbGTgyys8TO7ZGoUy9N2VWCVwYBCi/fBG8EKLzeCFn7+xRea+ffzNFTeFVmNxzCey05DT1esmPOzH8//vflRC+VofrUfGmVN7Hmz5rKFmZb0CBLG1me1gm1UQXbsR8OXV+HxmiCtbn2LfXJU6ZzUZovCaDw+kLJ2vdQeK2df2/RU3i9EeL3jUqAwqsyc+ESXtmWzLELgxYznMuXRmLnjkilpKF2Xd9PCJNFZo79ePu0+gvLPr3RDVGR3S64Dg/gEL5EYVxw3lMRP+BHeC5lKFTIjv2/sFzB19eUwusrKeveR+G1bu59iZzC6wsl3mNEAhRelVkLp/CqHLqzefY9e+Ub3uqBs7fp2CUVsvVY9qs4JuEUeuNOFMYXOK+cpfY3rsNd2IYjKIsryAc5gMLdFRsLrNl4DZUq27UK1fT9UHhNn2LVAVJ4VSM0dQcUXlOn19LBUXhVpt8MwuvvtmQyq/tggzgfyMmitadRCwXxAF5EFKJQBkfwEqbgIuJzbR8ZCdzbMA1duqeyRtcH0o5bKLx+wLLorRReiybex7ApvD6C4m2GI0DhVZkyowuvJ3ktWcqOXd+6LyVwd3KaYIzHBVxwiqzU5TZDXtyOf/AFAF8E2X0yViQmUXp9fE8pvD6CsvBtFF4LJ9+H0Cm8PkDiLYYkQOFVmTajC2/P7jFYsSznyWYN70/DwmXJbumsXxuJ9u1icnzvWbyLD/EYLmAfgEaIxe2oiATsxV0+UW7VJhXLl+Ysi1C7J7BPDzfJTRRekyQyiGFQeIMI1wRdU3hNkESG4JYAhVfli2F04XV36IQgSZiUjLbPpLmlI4vlalfLg4sXXb8th0r8jiN4CJEoixjswlWUxN9ZZn09w46JARavSELLZrE5bmrZOg2Tp7mXb5XpM11zCq/pUqp5QBRezZGaqkMKr6nSyWCyEKDwqnwdjC68nmZ4Dx7K/ZhiKYWQwyqubv8ehS4eRU9MRgFsxb0ASgFKEUNhAGVwGEdRxivliVOTUbd+OmpXz1n64G0BndfOLXQDhddCyQ4wVApvgOAs0ozCa5FEWzBMCq/KpBtdeEVcWzSLc5mt9banb96lCxF94HsgKQl5PlqFiHNn8Q2ABwEUA7AZQB5ch5vxG/5CIY+EI6OArj1S8FS7VJQSSwaUnR6GDY52tpFT3+YuSEJ87mvcVGbRPM0pvObJZbAiofAGi6w5+qXwmiOPjCInAQqvyrfC6MIr4cvRwlKXe/GiDWXLpuPzbZHYuT3jaAgRzmEjk53CWWDcKMj/sl4/AKivLFoDtmfKbjGcRLKXhWp166VhRaL7UgU5Sa1UKTtKleaWZP68ohRef2hZ814KrzXz7mvUFF5fSfE+oxGg8KrMmNGFV0R37swoXLhoQ6lS6bh2zYatn7oeWywHW8hOCZG/H0XROnfAlpTkpHYYQL3MPRhkZteGMqiH7fgD7g6g+Bd2XB5gz/7cyyZUpsaSzSm8lky7X0FTeP3CZbmbKbyWS7llAqbwqky1kYVXZlGzLxKz2QC7m0nVM4kbUKTZQy60RHbvAyCbl8nM7nL0w0C8Abvz4GD3cJ9olYqp01NyfFMWwx3cHwHZEo0zu4G9mBTewLhZqRWF10rZ9j9WCq//zNjCGAQovCrzZGThlUVnE8fl3AbMHZKkencjZvvnzm+dzJzZlUOCZYHao/gZh3CLV5pjJyTj6Wdz7v6QvXZXZpXnsHbXK8/sN1B4/UZmuQYUXsul3K+AKbx+4eLNBiJA4VWZLCsIr9TxbjtcGlF/nFBonc+s2T0FYCOA8ViCZWjjleTEqUl4sm16jvukhpi7M3jF59MNFF6fMFn6JgqvpdPvNXgKr1dEvMGgBCi8KhNnZOFdvjQSvXrkPEAiK5K7iv6Iqafb4A7sdcqu7MbwE4CtAFZjGIZjaK4Uixe3Y9qsJNSu434BmrvSCumwUeM0zFvI/Xf9eUUpvP7Qsua9FF5r5t3XqCm8vpLifUYjQOFVmTEjC6+E/sSjsfhyp+siNfm6LFJrtP11lx0ZLgPKPrsiu+8hP3ajD+bjORzJZZ/dKlXTsWHLv4vc3OH2JLzetkdTmTpTNqfwmjKtmgZF4dUUp+k6o/CaLqUMKJMAhVflq2B04ZWFYrIP78H9NicJx8zqDRVuQsTZM8rXRXYfBvAVgJ54EAn4GGnIvf43/jo7Dv4qS9q8X7WqxeH4sX/H4JBuqeXl5TsBCq/vrKx6J4XXqpn3LW4Kr+DDfR4AACAASURBVG+ceJfxCFB4VebM6MLrCF9mWS9esKFgvB0imQWHDkT+t6Yo3xZlbQRghyK9LyARc71SK3ZDOvbsz31mN2snIt4Tx0XjQOYuDa3apCrj4OUfAQqvf7yseDeF14pZ9z1mCq/vrHinsQhQeFXmyyzC68Bgu/A3Cg7qh3zLFitfSgXQLHNx2o0Yi9/RP1diefMC7y5NoqyqfK8CbU7hDZScddpReK2T60AipfAGQo1tjECAwqsyS2YSXjlYosgj9yMyczcGkd2npZ4XQG30wA5MzZVWt5dS8Opr0opXuAhQeMNF3jjPpfAaJ1fhGCmFNxzU+cxQEKDwqqRsJuEt/HxbxK3+UCEixQRtM2U3GlORhB65kpKDIr7c41u9rkrkbJ4LAQovXw9vBCi83ghZ+/sUXmvn38zRU3hVZtcMwitlDNfXrY6oU386ZbcLgNnKn2YC6OSV0sYt11CytB3DBsdAtjuTS2pwh41MRuWq7rcj89opb/CbAIXXb2SWa0DhtVzK/QqYwusXLt5sIAIUXpXJMrrwiuwWbtcKsdvlvLSMS/RWZDcSryMNg30iJDs7yCzvnJmuOzdw5tcnfJrdROHVDKVpO6Lwmja1mgRG4dUEIzvRIQEKr8qkGF14izx8H2J27XRSeAXAWOVPcpjEMJ/pxMcDlaqkY+f2nHv6Hjx0FfJ9XsEnQOENPmOjP4HCa/QMBnf8FN7g8mXv4SNA4VXJ3sjCK7O7xf97o5OA6O1w5U8DALzhF5lKVeyIj7dTeP2ipv3NFF7tmZqtRwqv2TKqbTwUXm15sjf9EKDwqsyFUYVXZPeG28vDdvmSQkD0dqDyX30BJORK5c5a6di9y3Umt3f/jN0ZJo5zLWkQEd60lYvZVL5mPjen8PqMyrI3Ungtm3qfAqfw+oSJNxmQAIVXZdKMKLwiu0Xr1UDknyeV6McD6Kf8V0cAszwSiYkB3vvgGspXtGP50ihsWJexOK1V61S0apMGx+ER69dGKodY1KmXhj79U7hoTeU75k9zCq8/tKx5L4XXmnn3NWoKr6+keJ/RCFB4VWbMSMIrQvrjljMo9GIHlEn5BWVwBFOQBz1xFcCTAJYAyFmDK4iK3WDHnv2cqVX5ugS9OYU36IgN/wAKr+FTGNQAKLxBxcvOw0iAwqsSvlGE99jvNrR8JBLH/oh2RtwIz2MDFgBoCWARANdyBMeNt92ejnWbfT8mWCVSNldBgMKrAp5FmlJ4LZLoAMOk8AYIjs10T4DCqzJFRhHent1jsGJZRglCxvVe5jlqDwJI9Ci7M2YnoWlzOYaClxEIUHiNkKXwjpHCG17+en86hVfvGeL4AiVA4Q2UXGY7owhv2+J78VlKncxRrwXQTI6GALABQJxbCi90TMHrY3hUsMpXJKTNKbwhxW3Ih1F4DZm2kA2awhsy1HxQiAlQeFUCN4Lw3lDhJjx+djYSFckV2X0CQE0AHwPI75bAps+uoVJlnpCm8vUIeXMKb8iRG+6BFF7DpSykA6bwhhQ3HxZCAhRelbD1Lrw3lC+NiHNnsRX3ooGyy24jAJUBbPUou4LkxFlZyMbLaAQovEbLWOjHS+ENPXMjPZHCa6Rscaz+EKDw+kPLzb16FV7lUIkKNwEpKfgOt+EuTMJFZYa3PICNAAp7jLxOvXSsTOQiNZWvRliaU3jDgt1QD6XwGipdIR8shTfkyPnAEBGg8KoErVfhLV6iEGxJSTiCMqiIhbimyG4xAF+4lV05+rdAQTtEdmXv3FKlWc6g8tUIS3MKb1iwG+qhFF5DpSvkg6Xwhhw5HxgiAhRelaD1Jrwys3v9PbURdfx33IPPsA3XA6gPIB7AdgDFc0TcMvPgiLkzo5QDIwrG29G7Hw+MUPlqhKU5hTcs2A31UAqvodIV8sFSeEOOnA8MEQEKr0rQehPe4jdeh3eT22IgxuBP/AXgvsxdGDYDKJsj2oFDktGseTpqV3fdqUFmfHfuuQr5f17GIUDhNU6uwjVSCm+4yBvjuRReY+SJo/SfAIXXf2YuLUIpvGNGxGDvnkgULWpH0yeS8UAj1/1xi1Usgz5nXsUUvAzgMIB6mWOVmV1X2Y2IAI6dvooD39vQ4rE4XLyQE0ThwkDC5GQ81CRNJSU2DxUBCm+oSBv3ORRe4+YuFCOn8IaCMp8RDgIUXpXUQyW81SrF4fRpm8toy1ew490lSUq9bVyZW/HD5ZtQX6nRPZkpu3IUsMzsVnQbpezEUKtaHI4fc+03682c6VX5goS4OYU3xMAN+DgKrwGTFsIhU3hDCJuPCikBCq9K3KEQ3mPHgNrV8rgdacGCwMWLWb8lsitlDKcyF6i5l11pIcJbooj7frP2KDPKItvlbrEj3Q6kJAOVq6Rj2EgublP5+mjenMKrOVLTdUjhNV1KNQ2IwqspTnamIwIUXpXJCIXw9u8VhcULo30Y6fnMBWrHMvfZreGxTaUqdmzaes0n4fXUiUjvisQk1vn6kJlQ3ULhDRVp4z6Hwmvc3IVi5BTeUFDmM8JBgMKrknoohDdhTBQmT/AmvJcB3Avgp8wT1O72OCNcp14aho/KmJ1t0SwWO7dHBExBSh4GD0vG/LlROHI4AuVuScfjLdPQoTOPJA4YqoqGFF4V8CzSlMJrkUQHGCaFN0BwbKZ7AhRelSkKhfAuWxyBPi/H5jJSkd2HAXwFYAMA97IrJQgdu7iK6IULwNBBMTiwPwLx8Rl7754/b8PJEzZERgF/yaRxAFerzK3OCha0o2A8uK9vAAwDaULhDYSatdpQeK2Vb3+jpfD6S4z3G4UAhVdlpkIhvOPHRmFSgqcZXlmYJscFi+y+D6BJjoik9GDyW8moVNm/wyQmjIvGxHFRKgllNJfZ5BUfZiyw4xU8AhTe4LE1S88UXrNkMjhxUHiDw5W9hp8AhdeHHLz1ziosXvUJUlPT8MgDdfHqS08hKjJSaRkK4X25azRWLncnniK7T2QeFZzoVnYd4bmb3fUWusz+ThwXjeVLo5SFcYUKBz7jK89q1DgN8xYme3ssv6+CAIVXBTyLNKXwWiTRAYZJ4Q0QHJvpngCF10uK1mzaiYQZyzBnQj/kz5cXnftPQJOGtdClXdOQCW/bltH4bEt24ZXSBDkueD2AJQCezDUSrWRTzayvHFu8MjFJ9z8URh4ghdfI2QvN2Cm8oeFs1KdQeI2aOY7bGwEKrxdCHfomoHrVW9H1WZFLYPXGHXhr/odYv2RcyIQ35wyvHDjRFsAKAG8D6Ogtz8oiMlmopsW1fGkkdmzPmOGuUCEN48fG4OpV7z1TeL0zUnsHhVctQfO3p/CaP8dqIqTwqqHHtnomQOH1kp17n+iJ13o/i4b1qil3/nL4OB57fjD2bJyN2JjokJQ01KwWixPHHDspiOx2ATAbwCyfZFfGLduH1a3nejKbVi/msd9tWL4sSjmtbXViJE796f4gi0DKKrQao1X6ofBaJdOBx0nhDZydFVpSeK2QZWvGSOH1kveaTbpg2qieqFmtgnLnydPncX+r3vgi8U0Uii+ApJTgSGTWYcXFyJ8cwjsIwGgAkwHlCGHPl2wZVqcu0Lt3Ou6+JzQv+N9/AwsX2HDqFLBvnw1XLgNRUcAz7ezK/3gFl4D8YxUZaUNKKlkHl7Rxe4+OtCHNbkd68P/qMi4kC49cpiuioyOQHIJ/2/SEOTY68O059RQHx+KZAIXXy9vhbYY3FC+XzSb/Mjl+GH/N3Hqsm9tHx8QAd94JrFkDXHddKEbHZ5AACZAACZAACZCAvglQeL3kR2p4/3dbeeciNVnENu2dVc4a3nMXg7/rQJF4GaQyzevxKn2THWPGpqJRY87s6ftHLriji4q0IW9cJC5e4cEfwSVt3N4L5IlCUmoaklP4d4Vxsxi8kdtsQKECMTgfgn/bgheF/z3/p2Du/8b63yNb6I0AhddLRmSR2sRZyzFv4gDkz5cHnfqNR6N7a4Z0lwYZYokicQBy1sY2uC8NAwenoHJV/uOltx+ucIyHNbzhoG6sZ7KG11j5CvVoWcMbauJ8XqgIUHh9ID1t3ios+TB8+/A6hliiiOyykB+AHQcPJUNqdHmRQFYCFF6+D94IUHi9EbL29ym81s6/maOn8KrMbigOnnAMMS4mEoULxOBachrOXwp+KYVKNGweBgIU3jBAN9gjKbwGS1iIh0vhDTFwPi5kBCi8KlFTeFUCZHNNCVB4NcVpys4ovKZMq2ZBUXg1Q8mOdEaAwqsyIRRelQDZXFMCFF5NcZqyMwqvKdOqWVAUXs1QsiOdEaDwqkwIhVclQDbXlACFV1OcpuyMwmvKtGoWFIVXM5TsSGcEKLwqE0LhVQmQzTUlQOHVFKcpO6PwmjKtmgVF4dUMJTvSGQEKr8qEUHhVAmRzTQlQeDXFacrOKLymTKtmQVF4NUPJjnRGgMKrMiEUXpUA2VxTAhReTXGasjMKrynTqllQFF7NULIjnRGg8KpMCIVXJUA215QAhVdTnKbsjMJryrRqFhSFVzOU7EhnBCi8KhNC4VUJkM01JUDh1RSnKTuj8JoyrZoFReHVDCU70hkBCq/KhFB4VQJkc00JUHg1xWnKzii8pkyrZkFReDVDyY50RoDCqzIhFF6VANlcUwIUXk1xmrIzCq8p06pZUBRezVCyI50RoPCqTAiFVyVANteUAIVXU5ym7IzCa8q0ahYUhVczlOxIZwQovCoTQuFVCZDNNSVA4dUUpyk7o/CaMq2aBUXh1QwlO9IZAQqvyoRQeFUCZHNNCVB4NcVpys4ovKZMq2ZBUXg1Q8mOdEaAwqsyIRRelQDZXFMCFF5NcZqyMwqvKdOqWVAUXs1QsiOdEaDwqkwIhVclQDbXlACFV1OcpuyMwmvKtGoWFIVXM5TsSGcEKLwqE0LhVQmQzTUlQOHVFKcpO6PwmjKtmgVF4dUMJTvSGQEKr8qEUHhVAmRzTQlQeDXFacrOKLymTKtmQVF4NUPJjnRGgMKrMiEUXpUA2VxTAhReTXGasjMKrynTqllQFF7NULIjnRGg8KpMCIVXJUA215QAhVdTnKbsjMJryrRqFhSFVzOU7EhnBCi8KhNC4VUJkM01JUDh1RSnKTuj8JoyrZoFReHVDCU70hkBCq/KhFB4VQJkc00JUHg1xWnKzii8pkyrZkFReDVDyY50RoDCqzIhFF6VANlcUwIUXk1xmrIzCq8p06pZUBRezVCyI50RoPCqTAiFVyVANteUAIVXU5ym7IzCa8q0ahYUhVczlOxIZwQovCoTQuFVCZDNNSVA4dUUpyk7o/CaMq2aBUXh1QwlO9IZAQqvyoRQeFUCZHNNCVB4NcVpys4ovKZMq2ZBUXg1Q8mOdEaAwquzhHA4JEACJEACJEACJEAC2hKg8GrLk72RAAmQAAmQAAmQAAnojACFV2cJ4XBIgARIgARIgARIgAS0JUDh1ZYneyMBEiABEiABEiABEtAZAQqvzhLiaThX/rmG1xLmYeuOvShYIC+6PNMUTzZraJDRc5jBJrB9937MXrwGB38+gpjoaNxT53YM6N4WBfPnDfaj2b/BCJz48ywebTcQ/7u9PGYl9DXY6DncYBI4e/4CRk9djM937YPNZkPjhrUwvO/zwXwk+yaBkBGg8IYMtboHiewe++M0JgzthsO/n0SXARPw9tg+qHHbreo6ZmtTEFi55jPExcagxu3l8c/Vaxj0xhyUK1MCIwe0N0V8DEI7Al0HTsKly/8gT1wshVc7rIbvyW63o3WXEbjl5pLo+NQjyt8nh4+dRO3qlQwfGwMgASFA4TXAe5CSmoY6j7yoCK7Mysg1ZNw85f9f7/+CASLgEENNYM0nOzFzwUdYvWBMqB/N5+mYwObP9+CDddtwR+Vy2L33RwqvjnMV6qF9uv1bjJ22BGsXjUVkZESoH8/nkUDQCVB4g45Y/QOOHj+FJk8PwK6PZyB/vjxKh4s/+AQiNUunD1H/APZgOgKjpizEub8uYeKwrqaLjQEFRuCfq0lo0fE1zBzXB+u3fEXhDQyjaVtNnr1S+fQwKTkF33z3M8qWvgEDurXlp4imzbj1AqPwGiDnP/xyFC06DsX+Le8odVVyfbRxO+YsWYuP5o8yQAQcYigJfL7rOwwYNRPLZryG0iWKhfLRfJaOCUx4eznyxMWg63OPKfXenOHVcbLCMLRXRs/C6o07MG5IF9x/Vw18sHYbps55H+uXJCC+YL4wjIiPJAFtCVB4teUZlN44wxsUrKbsdNe3P6DPsOl4c9RLqFblFlPGyKD8J3DoyAn0GDwVq+aNRGxMNIXXf4SmbzFs/Hx8/+NveH/OCGesDVv2wtDezymLYHmRgNEJUHgNkEGp4a398IuYPb4vqlfNWKQmi9jsdtbwGiB9IRuifAz50pCpmDSsO2pWqxCy5/JB+ifwXuKnGDd9GfLljVMGe/VaElJSUlHkP9fhk/cm6D8AjjDoBJas2oz3P/6Mwht00nxAuAhQeMNF3s/nyiK1k6fPYcLQrjhy7E907JuAGW/0Zn2VnxzNevu+g4fw4oCJyq4M9WpWVcKU4peYmGizhsy4/CBwLSkZl69cdbaQNQB7D/yChCEvokjheD964q1mJSBbkjV+agBGDngBDevXwKp1n2PyrBVYt3gcSxrMmnSLxUXhNUjCZR9ekd7Pdu5VFq51fbYZ9+E1SO5CMcxXx8xG4obtLo+S90QWOvIigewEWMPLd8IdgS/3HMToKYtw/OQZlCtbAgN7PMXSKL4qpiFA4TVNKhkICZAACZAACZAACZCAOwIUXr4XJEACJEACJEACJEACpiZA4TV1ehkcCZAACZAACZAACZAAhZfvAAmQAAmQAAmQAAmQgKkJUHhNnV4GRwIkQAIkQAIkQAIkQOHlO0ACJEACJEACJEACJGBqAhReU6eXwZEACZAACZAACZAACVB4+Q6QAAmQAAmQAAmQAAmYmgCF19TpZXAkQAIkQAIkQAIkQAIUXr4DJEACJEACJEACJEACpiZA4TV1ehkcCZAACZAACZAACZAAhZfvAAmQAAmQAAmQAAmQgKkJUHhNnV4GRwIkQAIkQAIkQAIkQOHlO0ACJEACJEACJEACJGBqAhReU6eXwZEACZAACZAACZAACVB4+Q6QAAmQAAmQAAmQAAmYmgCF19TpZXAkYD4CDVr0RO9OrfDog3XNF5yPEfUYNAXFri+MwT2f8bFF4Ld9vut7jH97GVbNHYmICBveXvARtu7ci2UzXgu8UzctV637HB9t3I53Jr2iab/sjARIgASEAIWX7wEJGIiASMHgsXNR4oYi2LA0ATabzTn6bV/uw4uvTEJ0dBT2bppjoKj8G6ovwpualoZlH36K1Rt34Lff/5C/6lCyeBHUr3kb2j5+P4oXLezfQ8N09/6fDuPJzsOxc810FMyf1zmKRe9vQnyBfEGXfrvdjmbPD0a355qh0b01lefnJry//X4Sj7YbiIVvDkL1qrc4x/tCr7HY9e0P+PzDN1H4ugLOr0suH29yN3q88DjS0tLR5OkBGPTy07i79u1hIs7HkgAJmJUAhdesmWVcpiQgwjts/HzEF8yHhNdeRK1qFZ1x9nxtGvb/+BvO/nVR98KbkpqG6KjIgHLkTXhFdru+MgnffPczXmjdGNWq3oL4Avlx/OQZfPnNAVz55xrGDekS0LO1auRr/J6EV6txeOtn++796D/ybWx9f4ozX95meO95/GW0eew+dGnXVOk+JSUVtR5+URHdfl3boNG9dypfP3r8lCK48yYNcL7Hb72zCnsPHMLs8X29DY3fJwESIAG/CFB4/cLFm0kgvAREeIdPfBdPPX4/zp6/gLGDOisD+uvCJTRo0QvPP9kY77y3zkV4ZdZt/Ixl2L33R8TERKPmHRUwoHtb3HB9xiznpm1fY96ydTh05ASioiJRrcotGNjjKZQsfr0z2PnL12PJB5/g9Nm/UCB/XtS4rTwmj+iufP/x9kPw6AN18Xzrxs77+wyfjrx54vB6/xeUr1Vt+DwGdGuLzV98g/0/HsZzrR5Ct+ebQ2alp72zCr8cPoH/FCqIhxrUVGb7YmOilXYn/jyL18bNwzff/4xiRQqhZ8cWGDd9aa4lDQtXbsQb05Zg0bRBSizZL5lJjIyMUL4sM5jz31uP9z7aglNn/0Kp4tfjuScfUmYdHZeMffDLz2DzF3uw98CvKBRfAL06tVTG6ri8MXZI4n31q2Pph5uV3H23eV6u7CX2B1u7ip88c8LQrshe0nD67N8Y8+YifPHVftjt6ahVvZJLDvd8/zOe6TEaM97ohYkzV+CPU2dxc+niGNG/PW69uaTHl3rQG3OQlp6ON17t5Lwnu/Ae++M0OvYdjzr/q4whPdvhlVEzlfhEZOX6et9PijQ3fbAeLl3+B0N6tVO+vnz1Vox5czG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" + ], + "text/plain": [ + " obs_mean est_mean bias% mae% rmse% r stddev\n", + "0 1.37 1.36 -0.23 0.83 1.7 1.0 0.02" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "est_final = get_rooftop_data(\n", + " LATITUDE, LONGITUDE, site_parameter_estimates, months, PERIOD, API_KEY\n", + ").tz_convert(None)[\"pv_power_rooftop\"]\n", + "\n", + "est_df = pd.DataFrame(\n", + " data={\n", + " \"meas\": measurement_data[PV_POWER_COLUMN],\n", + " \"solcast_estimate\": est_final,\n", + " \"solcast_pre_tuned\": pre_tuned[\"solcast_pretuned_estimate\"],\n", + " },\n", + " index=measurement_data.index,\n", + ")\n", + "if SAVE_TO_CSV:\n", + " est_df.to_csv(\"Solcast_Tuned_Rooftop_PV.csv\")\n", + "\n", + "print(\"Tuned Parameter Estimates:\", site_parameter_estimates)\n", + "\n", + "results = calculate_stats(measurement_data[PV_POWER_COLUMN], est_final, df=True)\n", + "display_evaluation_plots(meas=measurement_data, est=est_final, untuned=pre_tuned)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/3.4 Rooftop PV Tuning/index.html b/notebooks/3.4 Rooftop PV Tuning/index.html new file mode 100644 index 0000000..f952a25 --- /dev/null +++ b/notebooks/3.4 Rooftop PV Tuning/index.html @@ -0,0 +1,4065 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 3.4 Rooftop PV Tuning - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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" + } + }, + "cell_type": "markdown", + "id": "ad73cba8-0773-4716-8985-341665d312ee", + "metadata": {}, + "source": [ + "## Introduction\n", + "This example notebook provides additional corrections to account for local shading effects from trees or buildings on top of Solcast's estimated PV power output of your rooftop site.\n", + "\n", + "It requires rooftop measurements, Solcast estimates, and a Solcast API key. \n", + "\n", + "This notebook does not provide QC for your rooftop measurements, poor quality measurements will impact the quality of the output.\n", + "\n", + "Correction factors are calculated for different solar position, as specified by solar zenith and azimuth returned by the Solcast API. Factors are calculated as the multiplicative bias between Solcast's estimate and the measurements for solar azimuth and zenith bins, and can be stored for later use. \n", + "\n", + "These corrections are then applied to the Solcast estimate. The notebook displays the corrected estimate and some brief error analysis.\n", + "\n", + "![image.png](attachment:e4af6da2-c640-4b54-bea0-19a818308a72.png)" + ] + }, + { + "cell_type": "markdown", + "id": "6eee824b-172d-4f26-81a9-c1e810ddc426", + "metadata": {}, + "source": [ + "### Imports and Functions" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c52af14d-b38e-463b-8264-a83e0345ef25", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly.express as px\n", + "import plotly.graph_objects as go\n", + "\n", + "import solcast\n", + "\n", + "pd.set_option(\"display.max_columns\", 30)\n", + "pd.set_option(\"display.max_rows\", 300)\n", + "\n", + "# leave commented out to get interactive html plots\n", + "# import plotly.io\n", + "# plotly.io.renderers.default = \"png\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "153012db-2277-446f-afcb-8fabdc31c1ef", + "metadata": {}, + "outputs": [], + "source": [ + "def calc_stats(obs: pd.Series, est: pd.Series) -> dict:\n", + " \"\"\"Calculate error statistics for estimates vs measurements\"\"\"\n", + "\n", + " obs = obs.dropna()\n", + " est = est.reindex(obs.index)\n", + " if est.isnull().any():\n", + " raise RuntimeError(est.loc[est.isnull()])\n", + "\n", + " obs_mean = obs.mean()\n", + " diff = est - obs\n", + "\n", + " stats = {\n", + " \"start\": obs.index.min().strftime(\"%Y-%m-%d %H:%M\"),\n", + " \"end\": obs.index.max().strftime(\"%Y-%m-%d %H:%M\"),\n", + " \"bias%\": diff.mean() / obs_mean * 100,\n", + " \"mae%\": diff.abs().mean() / obs_mean * 100,\n", + " \"rmse%\": np.sqrt(np.mean(diff**2)) / obs_mean * 100,\n", + " \"r\": pd.concat([est, obs], axis=1).corr().iloc[0].iloc[1],\n", + " \"stddev\": np.sqrt(np.mean(np.square(diff - np.mean(diff)))),\n", + " }\n", + "\n", + " return stats\n", + "\n", + "\n", + "def group_zen_azi_bins(\n", + " latitude: float,\n", + " longitude: float,\n", + " df: pd.DataFrame,\n", + " period: str,\n", + "):\n", + " \"\"\"Takes measurements from a site and makes an api call to find the solar zenith and azimuth. Returns input df with the zenith and azimuth,\n", + " what bin they fall into, and the bin labels\"\"\"\n", + " df = df.copy()\n", + " zenith_bins = np.arange(0, 96, 5)\n", + " azi_bins = np.arange(-135, 136, 10)\n", + " zen_labels = [(l + r) / 2 for l, r in zip(zenith_bins[:-1], zenith_bins[1:])]\n", + " azi_labels = [(l + r) / 2 for l, r in zip(azi_bins[:-1], azi_bins[1:])]\n", + "\n", + " # fetch zenith and azimuth values from the api\n", + " solar_pos_df = (\n", + " solcast.historic.radiation_and_weather(\n", + " latitude=latitude,\n", + " longitude=longitude,\n", + " start=full_df.index.min(),\n", + " end=full_df.index.max(),\n", + " output_parameters=[\"azimuth\", \"zenith\"],\n", + " period=period,\n", + " api_key=api_key,\n", + " )\n", + " .to_pandas()\n", + " .tz_convert(None)\n", + " )\n", + " df[\"zenith\"] = solar_pos_df[\"zenith\"]\n", + " df[\"azimuth\"] = solar_pos_df[\"azimuth\"]\n", + "\n", + " df[\"zenith_bin\"] = pd.cut(df[\"zenith\"], zenith_bins, labels=zen_labels).astype(\n", + " float\n", + " )\n", + " df[\"azi_bin\"] = pd.cut(df[\"azimuth\"], azi_bins, labels=azi_labels).astype(float)\n", + "\n", + " return df, zen_labels, azi_labels\n", + "\n", + "\n", + "def calculate_rooftop_shading_corrections(\n", + " latitude: float,\n", + " longitude: float,\n", + " df: pd.DataFrame,\n", + " meas_col: str,\n", + " solcast_col: str,\n", + " period: str,\n", + " api_key: str,\n", + ") -> pd.DataFrame:\n", + " \"\"\"Takes a dataframe containing rooftop measurements and a tuned Solcast estimate and calculates the correction factor for terrain shading from objects\n", + " such as trees or buildings. Displays these corrections as a heatmap in zenith-azimuth space.\n", + " \"\"\"\n", + "\n", + " df = df.copy()\n", + "\n", + " df, zen_labels, azi_labels = group_zen_azi_bins(latitude, longitude, df, period)\n", + "\n", + " # get the residual error by finding the factor between meas and solcast\n", + " df[\"factor\"] = df[meas_col] / df[solcast_col]\n", + "\n", + " # only take the factors on near clearsky days\n", + " df[\"cloud_opacity\"] = (\n", + " solcast.historic.radiation_and_weather(\n", + " latitude=latitude,\n", + " longitude=longitude,\n", + " start=df.index.min(),\n", + " end=df.index.max(),\n", + " output_parameters=[\"cloud_opacity\"],\n", + " period=period,\n", + " api_key=api_key,\n", + " )\n", + " .to_pandas()\n", + " .tz_convert(None)\n", + " )\n", + " df[\"clearsky\"] = df[\"cloud_opacity\"] < 20\n", + " df.loc[~df[\"clearsky\"], \"factor\"] = np.nan\n", + "\n", + " # group factors into zenith and azimuth bins\n", + " factor = df.groupby([\"zenith_bin\", \"azi_bin\"])[\"factor\"].agg([\"mean\", \"count\"])\n", + "\n", + " # display a heatmap of the bin counts\n", + " bin_counts_hm = (\n", + " factor[[\"count\"]]\n", + " .reset_index()\n", + " .set_index([\"zenith_bin\", \"azi_bin\"])[\"count\"]\n", + " .unstack()\n", + " )\n", + " display(\n", + " px.imshow(\n", + " bin_counts_hm,\n", + " x=bin_counts_hm.columns,\n", + " y=bin_counts_hm.index,\n", + " title=\"Bin Counts\",\n", + " height=500,\n", + " width=650,\n", + " )\n", + " )\n", + "\n", + " # remove bins populated by only a small number of instances\n", + " factor.loc[factor[\"count\"] < 10, \"mean\"] = np.nan\n", + " # remove bins with divivde by 0\n", + " factor.loc[~np.isfinite(factor[\"mean\"]), \"mean\"] = 1.0\n", + " factor = factor.reset_index()\n", + "\n", + " correction_coeffs = (\n", + " factor.set_index([\"zenith_bin\", \"azi_bin\"])[\"mean\"].unstack().round(3)\n", + " )\n", + " # display a heatmap of the correction coefficients\n", + " display(\n", + " px.imshow(\n", + " correction_coeffs,\n", + " x=correction_coeffs.columns,\n", + " y=correction_coeffs.index,\n", + " title=\"Rooftop PV Power Correction Factor\",\n", + " height=500,\n", + " width=650,\n", + " )\n", + " )\n", + "\n", + " return correction_coeffs\n", + "\n", + "\n", + "def apply_rooftop_shading_corrections(\n", + " latitude: float,\n", + " longitude: float,\n", + " df: pd.DataFrame,\n", + " correction_coeffs: pd.DataFrame,\n", + " meas_col: str,\n", + " solcast_col: str,\n", + " period: str,\n", + " api_key: str,\n", + ") -> pd.DataFrame:\n", + " \"\"\"Takes a dataframe with rooftop power measurements and a tuned Solcast estimate. Applies the previously calculation shading correction factors to the tuned\n", + " Solcast estimate. Returns a dataframe with the supplied measurements, uncorrected estimate and the corrected estimate.\n", + " \"\"\"\n", + "\n", + " df = df.copy()\n", + " df, zen_labels, azi_labels = group_zen_azi_bins(latitude, longitude, df, period)\n", + "\n", + " correction_coeffs = correction_coeffs.stack().to_dict()\n", + " df[\"corr_coeff\"] = df.apply(\n", + " lambda row: correction_coeffs.get((row[\"zenith_bin\"], row[\"azi_bin\"]), np.nan),\n", + " axis=1,\n", + " )\n", + "\n", + " # only apply on near clearsky days\n", + " df[\"cloud_opacity\"] = (\n", + " solcast.historic.radiation_and_weather(\n", + " latitude=latitude,\n", + " longitude=longitude,\n", + " start=df.index.min(),\n", + " end=df.index.max(),\n", + " output_parameters=[\"cloud_opacity\"],\n", + " period=period,\n", + " api_key=api_key,\n", + " )\n", + " .to_pandas()\n", + " .tz_convert(None)\n", + " )\n", + " df[\"clearsky\"] = df[\"cloud_opacity\"] < 20\n", + " df[f\"{solcast_col}_corrected\"] = np.where(\n", + " df[\"clearsky\"], df[solcast_col] * df[\"corr_coeff\"], df[solcast_col]\n", + " )\n", + "\n", + " # where there is no correction coeff, set corrected estimate to uncorrected estimate\n", + " df.loc[~np.isfinite(df[\"corr_coeff\"]), f\"{solcast_col}_corrected\"] = df.loc[\n", + " ~np.isfinite(df[\"corr_coeff\"]), solcast_col\n", + " ]\n", + "\n", + " # error analysis\n", + " df[\"uncorrected mae\"] = abs(df[meas_col] - df[solcast_col])\n", + " df[\"corrected mae\"] = abs(df[meas_col] - df[f\"{solcast_col}_corrected\"])\n", + "\n", + " # create a plot with both power and error\n", + " power_cols = [meas_col, solcast_col, f\"{solcast_col}_corrected\"]\n", + " error_cols = [\"uncorrected mae\", \"corrected mae\"]\n", + "\n", + " df_power = df.reset_index().melt(\n", + " id_vars=\"period_end\",\n", + " value_vars=power_cols,\n", + " var_name=\"source\",\n", + " value_name=\"power_val\",\n", + " )\n", + " df_error = df.reset_index().melt(\n", + " id_vars=\"period_end\",\n", + " value_vars=error_cols,\n", + " var_name=\"source\",\n", + " value_name=\"error_val\",\n", + " )\n", + " df_power[\"category\"] = \"power\"\n", + " df_error[\"category\"] = \"error\"\n", + " plot_df = pd.concat((df_power, df_error)).set_index(\"period_end\")\n", + "\n", + " fig = px.line(\n", + " plot_df,\n", + " color=\"source\",\n", + " facet_row=\"category\",\n", + " title=\"Rooftop PV Estimate Corrected for Shading\",\n", + " height=800,\n", + " )\n", + " fig.update_yaxes(title_text=\"kW\", row=1, col=1)\n", + " fig.update_yaxes(title_text=\"kW\", row=2, col=1)\n", + " fig.show()\n", + "\n", + " pre_corr_stats = pd.DataFrame(\n", + " calc_stats(df[meas_col], df[solcast_col]), index=[\"pre_corrected\"]\n", + " ).round(2)[[\"bias%\", \"mae%\", \"rmse%\", \"r\", \"stddev\"]]\n", + "\n", + " corr_stats = pd.DataFrame(\n", + " calc_stats(df[meas_col], df[f\"{solcast_col}_corrected\"]), index=[\"corrected\"]\n", + " ).round(2)[[\"bias%\", \"mae%\", \"rmse%\", \"r\", \"stddev\"]]\n", + " stats_table = pd.concat((pre_corr_stats, corr_stats), axis=0)\n", + " display(stats_table)\n", + "\n", + " return df[power_cols]" + ] + }, + { + "cell_type": "markdown", + "id": "1594dfba-22c7-43ee-b42a-67808fe3d8f3", + "metadata": {}, + "source": [ + "### Input Data" + ] + }, + { + "cell_type": "markdown", + "id": "27601e6f-9c01-40ab-badf-d2c29cebf586", + "metadata": {}, + "source": [ + "The input data should contain rooftop measurements in kW and a tuned Solcast estimate. How to get a Solcast tuned estimate can be found in 3.4" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "3fb670d7-4a87-42b8-9163-f18b7f60da8a", + "metadata": {}, + "outputs": [], + "source": [ + "full_df = pd.read_csv(\n", + " \"https://solcast.github.io/solcast-api-python-sdk/notebooks/data/3.4b_sample_measurements.csv\",\n", + " index_col=[0],\n", + " parse_dates=True,\n", + ") # in kW\n", + "\n", + "longitude = 151.209295\n", + "latitude = -33.86882\n", + "\n", + "period = \"PT15M\"\n", + "\n", + "meas_col = \"rooftop_meas\"\n", + "solcast_col = \"rooftop_solcast\"\n", + "\n", + "api_key = os.environ[\"API_KEY\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3436077a-eb43-4627-95a0-062a299067fa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.line(\n", + " full_df.loc[\"2023-06-29T15:00\":\"2023-07-02T15:00\"],\n", + " title=\"Rooftop Measurements and Solcast Estimate with No Shading Corrections\",\n", + " height=500,\n", + " width=800,\n", + ")\n", + "fig.update_yaxes(title_text=\"kW\")\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "49a9d0a5-7301-4303-adc3-065ee13526e5", + "metadata": {}, + "source": [ + "### Calculate and display the correction coefficients" + ] + }, + { + "cell_type": "markdown", + "id": "c3f6a4bc-d29f-40a5-ac42-07ba98721009", + "metadata": {}, + "source": [ + "This stage calculates the correction coefficients. These can be stored and applied later." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2d630cef-3c65-4cfa-b1c1-5b13410b2030", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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NaN NaN NaN NaN NaN NaN NaN \n", + "12.5 1.000 1.000 NaN NaN NaN NaN NaN NaN \n", + "17.5 1.000 1.000 1.000 NaN NaN NaN NaN NaN \n", + "22.5 1.000 1.000 1.000 1.0 NaN NaN NaN NaN \n", + "27.5 1.000 1.000 1.000 1.0 1.0 NaN NaN NaN \n", + "32.5 1.000 1.000 1.000 1.0 1.0 NaN NaN NaN \n", + "37.5 1.000 1.000 1.000 1.0 1.0 1.0 NaN NaN \n", + "42.5 1.000 1.000 1.000 1.0 1.0 1.0 NaN NaN \n", + "47.5 1.000 1.000 1.000 1.0 1.0 1.0 NaN NaN \n", + "52.5 1.000 1.000 1.000 1.0 1.0 1.0 1.0 NaN \n", + "57.5 0.669 0.174 0.662 1.0 1.0 1.0 1.0 NaN \n", + "62.5 0.644 0.139 0.654 1.0 1.0 1.0 1.0 NaN \n", + "67.5 0.652 0.147 0.653 1.0 1.0 1.0 1.0 NaN \n", + "72.5 0.108 0.135 0.627 1.0 1.0 1.0 1.0 1.0 \n", + "77.5 NaN 0.139 0.625 1.0 1.0 1.0 1.0 1.0 \n", + "82.5 NaN 0.136 0.708 1.0 1.0 1.0 1.0 1.0 \n", + "87.5 NaN NaN 1.000 1.0 1.0 1.0 1.0 1.0 \n", + "92.5 NaN NaN 1.000 1.0 1.0 1.0 1.0 1.0 \n", + "\n", + "azi_bin 120.0 \n", + "zenith_bin \n", + "7.5 NaN \n", + "12.5 NaN \n", + "17.5 NaN \n", + "22.5 NaN \n", + "27.5 NaN \n", + "32.5 NaN \n", + "37.5 NaN \n", + "42.5 NaN \n", + "47.5 NaN \n", + "52.5 NaN \n", + "57.5 NaN \n", + "62.5 NaN \n", + "67.5 NaN \n", + "72.5 NaN \n", + "77.5 NaN \n", + "82.5 NaN \n", + "87.5 1.0 \n", + "92.5 1.0 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "coeffs = calculate_rooftop_shading_corrections(\n", + " latitude=latitude,\n", + " longitude=longitude,\n", + " df=full_df.loc[\"2023-01-01\":\"2023-12-31\"],\n", + " meas_col=meas_col,\n", + " solcast_col=solcast_col,\n", + " period=period,\n", + " api_key=api_key,\n", + ")\n", + "\n", + "\n", + "coeffs.reset_index().to_csv(\"Rooftop_correction_coefficients.csv\", index=False)\n", + "coeffs" + ] + }, + { + "cell_type": "markdown", + "id": "53f6372c-2119-4946-99c8-86f96c2bd97e", + "metadata": {}, + "source": [ + "## Apply the correction coefficients" + ] + }, + { + "cell_type": "markdown", + "id": "6a2b9b22-7301-43dc-8630-6ee8c19d0ae3", + "metadata": {}, + "source": [ + "Get a Solcast corrected estimate and some brief error analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "b2f7b81d-d453-44d8-9d75-b32a779dae9d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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bias%mae%rmse%rstddev
pre_corrected5.105.1129.750.980.08
corrected0.272.3614.331.000.04
\n", + "
" + ], + "text/plain": [ + " bias% mae% rmse% r stddev\n", + "pre_corrected 5.10 5.11 29.75 0.98 0.08\n", + "corrected 0.27 2.36 14.33 1.00 0.04" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Read back in the coefficients and make sure format is corect\n", + "coeffs = pd.read_csv(\"Rooftop_correction_coefficients.csv\", index_col=[\"zenith_bin\"])\n", + "coeffs.columns.name = \"azi_bin\"\n", + "coeffs.columns = pd.to_numeric(coeffs.columns)\n", + "\n", + "df = apply_rooftop_shading_corrections(\n", + " latitude=latitude,\n", + " longitude=longitude,\n", + " df=full_df.loc[\"2023-01-01\":\"2023-12-31\"],\n", + " correction_coeffs=coeffs,\n", + " meas_col=meas_col,\n", + " solcast_col=solcast_col,\n", + " period=period,\n", + " api_key=api_key,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9ec8245f-4805-48b4-a5a5-970290d18103", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.line(df.loc[\"2023-06-29T15:00\":\"2023-07-02T15:00\"], height=400, width=800)\n", + "fig.update_yaxes(title=\"kW\")\n", + "fig.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/3.4b Rooftop Shading Corrections/index.html b/notebooks/3.4b Rooftop Shading Corrections/index.html new file mode 100644 index 0000000..6559269 --- /dev/null +++ b/notebooks/3.4b Rooftop Shading Corrections/index.html @@ -0,0 +1,3723 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 3.4b Rooftop 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+ + + + + + + + + + + + + \ No newline at end of file diff --git a/notebooks/4.1 Setting up and Using PV Sites/4.1 Setting up and Using PV Sites.ipynb b/notebooks/4.1 Setting up and Using PV Sites/4.1 Setting up and Using PV Sites.ipynb new file mode 100644 index 0000000..da1fc80 --- /dev/null +++ b/notebooks/4.1 Setting up and Using PV Sites/4.1 Setting up and Using PV Sites.ipynb @@ -0,0 +1,478 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "593a3550-a145-4a2b-9c3d-7638c5c42b51", + "metadata": {}, + "source": [ + "The SDK provides '[Rooftop](https://solcast.com/rooftop-pv-power-model)' and '[Advanced](https://solcast.com/advanced-pv-power-model)' PV power estimates. The advanced estimates use a more sophisticated PV model with comprehensive and flexible site configuration options. Advanced PV power estimates are available for the [`live`](https://solcast.github.io/solcast-api-python-sdk/live/) and [`forecast`](https://solcast.github.io/solcast-api-python-sdk/forecast/) modules. They require that a PV Power Site has been set up in the Solcast API to specify the configuration. Site configurations can be managed via the [`pv_power_sites`](https://solcast.github.io/solcast-api-python-sdk/pv_power_sites/) module.\n", + "\n", + "In this example, we will use the SDK for the following.\n", + "\n", + "* Get forecast PV power estimates at an existing site\n", + "* Create a new PV Power Site\n", + "* Get PV power timeseries and adjust the site's configuration\n", + "* Adjust the Advanced PV Power settings for snow soiling\n", + "\n", + "Some of the example code below consumes requests from your API request quota. If you want to test the Advanced PV Power live and forecast endpoints without consuming API requests, you can use the test sites for [unmetered locations](https://docs.solcast.com.au/#unmetered-locations) as shown in the first section below. Calls to functions in the `pv_power_sites` module do not consume any of your API request quota. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "dc9b3849-d0b3-404b-af5f-e27122299770", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "from solcast import live, forecast, pv_power_sites" + ] + }, + { + "cell_type": "markdown", + "id": "c07c2f06-fea6-4af2-881f-4a2b5ebfbb96", + "metadata": {}, + "source": [ + "## Get Data at an Existing Site\n", + "\n", + "You can list the PV Power Sites available to you. These include test sites at Solcast's [unmetered locations](https://docs.solcast.com.au/#unmetered-locations), as well as any sites you have set up for yourself. For instance, you can list the available PV Power Sites and find the test site at the Giza Pyramid Complex." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c17bdd85-0269-4015-9e27-019066887672", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'resource_id': '8d10-f530-af85-5cbb',\n", + " 'name': 'Test Site: Giza Pyramid Complex',\n", + " 'latitude': 29.977296,\n", + " 'longitude': 31.132496,\n", + " 'capacity': 145,\n", + " 'capacity_dc': 180,\n", + " 'azimuth': 180,\n", + " 'tilt': 27.28,\n", + " 'tracking_type': 'horizontal_single_axis',\n", + " 'install_date': '2021-07-01T00:00:00.0000000Z',\n", + " 'module_type': 'poly-si',\n", + " 'ground_coverage_ratio': 0.36,\n", + " 'derating_temp_module': 0.0039,\n", + " 'derating_age_system': 0.0059,\n", + " 'derating_other_system': 0.0221,\n", + " 'inverter_peak_efficiency': 0.985,\n", + " 'tracker_axis_azimuth': 0,\n", + " 'tracker_max_rotation_angle': 60,\n", + " 'tracker_back_tracking': True,\n", + " 'tracker_smart_tracking': False,\n", + " 'terrain_slope': 0,\n", + " 'terrain_azimuth': 0,\n", + " 'dust_soiling_average': [0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015],\n", + " 'bifacial_system': False,\n", + " 'site_ground_albedo': 0.25,\n", + " 'bifaciality_factor': 0.7,\n", + " 'pvrow_height': 1.5,\n", + " 'pvrow_width': 2,\n", + " 'is_unmetered': True,\n", + " 'confirmed_metadata': '2022-11-04T03:13:07.6874000Z'}]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res = pv_power_sites.list_pv_power_sites()\n", + "[s for s in res.to_dict() if s[\"name\"] == 'Test Site: Giza Pyramid Complex']" + ] + }, + { + "cell_type": "markdown", + "id": "ba589fe6-43df-4efb-b7ba-441e0120180c", + "metadata": {}, + "source": [ + "A Solcast PV Power Site is identified by a unique ID code, referred to as a `resource_id`. This can found in the site configuration, in this case '8d10-f530-af85-5cbb'. The `resource_id` is used to request and update the site's configuration and to fetch PV generation estimates. For instance, here we use it to access forecasts modelled according to this site's configuration, which is for a 145 kW capacity tracking array." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fbba3b19-7b8a-4424-90de-8f6a313d6a51", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# This will not consume an API request, as it is an unmetered test site.\n", + "res = forecast.advanced_pv_power(\"8d10-f530-af85-5cbb\")\n", + "res.to_pandas().plot(figsize=[15, 4])" + ] + }, + { + "cell_type": "markdown", + "id": "ced02330-ae78-4efb-b767-e6b2cab68fe2", + "metadata": {}, + "source": [ + "## Create a Site\n", + "\n", + "We will now show how to make your own site configuration. Initially we specify a minimal set of parameters for a PV plant with trackers and 1MW AC capacity. Defaults are used for other parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d9851d62-b7e0-4b30-81b6-09ae8206d17a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'resource_id': '94af-4847-f15c-4dee',\n", + " 'name': 'my test site',\n", + " 'latitude': 35.97812,\n", + " 'longitude': -118.339086,\n", + " 'capacity': 1000,\n", + " 'capacity_dc': 1200,\n", + " 'tracking_type': 'horizontal_single_axis',\n", + " 'install_date': '2024-02-13T00:00:00.0000000Z',\n", + " 'module_type': 'poly-si',\n", + " 'ground_coverage_ratio': 0.36,\n", + " 'derating_temp_module': 0.0039,\n", + " 'derating_age_system': 0.0059,\n", + " 'derating_other_system': 0.0175,\n", + " 'inverter_peak_efficiency': 0.985,\n", + " 'tracker_axis_azimuth': 0,\n", + " 'tracker_max_rotation_angle': 60,\n", + " 'tracker_back_tracking': True,\n", + " 'tracker_smart_tracking': False,\n", + " 'terrain_slope': 0,\n", + " 'terrain_azimuth': 0,\n", + " 'dust_soiling_average': [0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015],\n", + " 'bifacial_system': False,\n", + " 'site_ground_albedo': 0.25,\n", + " 'bifaciality_factor': 0.7,\n", + " 'pvrow_height': 1.5,\n", + " 'pvrow_width': 2,\n", + " 'is_unmetered': False}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lat, lon = 35.978120, -118.339086\n", + "\n", + "res = pv_power_sites.create_pv_power_site(\n", + " latitude=lat,\n", + " longitude=lon,\n", + " name=\"my test site\",\n", + " capacity=1000,\n", + " capacity_dc=1200,\n", + " tracking_type='horizontal_single_axis',\n", + " install_date=\"2024-02-13\",\n", + ")\n", + "metadata = res.to_dict()\n", + "metadata" + ] + }, + { + "cell_type": "markdown", + "id": "097013f6-6a4c-4515-b4d2-67a259379b20", + "metadata": {}, + "source": [ + "## Power Timeseries and Adjusting the Site's Configuration\n", + "\n", + "We can use the `resource_id` to obtain a timeseries of PV power modelled based on the specifications of the site. For instance, the following will give estimates for the last 7 days." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "561bce65-c054-4595-ae54-00cbead814da", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "resource_id = metadata[\"resource_id\"]\n", + "timeseries = {}\n", + "\n", + "# NOTE: this will consume an API request!\n", + "res = live.advanced_pv_power(resource_id)\n", + "timeseries[\"initial\"] = res.to_pandas()\n", + "timeseries[\"initial\"].plot(figsize=[15, 4])" + ] + }, + { + "cell_type": "markdown", + "id": "daf70ddc-f878-4df5-a04c-1059cc86a77d", + "metadata": {}, + "source": [ + "We can adjust the configuration of our site using `pv_power_sites.patch_pv_power_site`. You can see definitions of the various available parameters in the Advanced PV Power [documentation](https://solcast.com/advanced-pv-power-model). Let's say we know our site has bifacial panels and that the tracker axis is oriented 10 degrees from north towards the east. We can adjust the site's settings accordingly." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ef29417a-ce53-4eae-ace6-2d8b973968d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'resource_id': '94af-4847-f15c-4dee',\n", + " 'name': 'my test site',\n", + " 'latitude': 35.97812,\n", + " 'longitude': -118.339086,\n", + " 'capacity': 1000,\n", + " 'capacity_dc': 1200,\n", + " 'tracking_type': 'horizontal_single_axis',\n", + " 'install_date': '2024-02-13T00:00:00.0000000Z',\n", + " 'module_type': 'poly-si',\n", + " 'ground_coverage_ratio': 0.36,\n", + " 'derating_temp_module': 0.0039,\n", + " 'derating_age_system': 0.0059,\n", + " 'derating_other_system': 0.0175,\n", + " 'inverter_peak_efficiency': 0.985,\n", + " 'tracker_axis_azimuth': -10,\n", + " 'tracker_max_rotation_angle': 60,\n", + " 'tracker_back_tracking': True,\n", + " 'tracker_smart_tracking': False,\n", + " 'terrain_slope': 0,\n", + " 'terrain_azimuth': 0,\n", + " 'dust_soiling_average': [0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015,\n", + " 0.015],\n", + " 'bifacial_system': True,\n", + " 'site_ground_albedo': 0.25,\n", + " 'bifaciality_factor': 0.7,\n", + " 'pvrow_height': 1.5,\n", + " 'pvrow_width': 2,\n", + " 'is_unmetered': False,\n", + " 'confirmed_metadata': '2024-02-20T23:01:38.9434961Z'}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res = pv_power_sites.patch_pv_power_site(\n", + " resource_id=resource_id,\n", + " bifacial_system=True,\n", + " tracker_axis_azimuth=-10,\n", + ")\n", + "res.to_dict()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "6de8d5f3-97f5-41c7-b1f8-551599a88da7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# NOTE: this will consume an API request!\n", + "res = live.advanced_pv_power(resource_id)\n", + "timeseries[\"updated\"] = res.to_pandas()\n", + "pd.concat(\n", + " timeseries.values(),\n", + " keys=timeseries.keys(),\n", + " axis=\"columns\",\n", + " names=[\"Version\", \"Parameter\"]\n", + ").plot(figsize=[15, 4])" + ] + }, + { + "cell_type": "markdown", + "id": "e5fd7140-0cd0-41e4-986a-8c16ffd3ff0c", + "metadata": {}, + "source": [ + "## Adjusting Advanced PV Power Settings\n", + "\n", + "As well as being able to adjust the configuration of your PV site, you can also modify other aspects of the power model through [settings](https://solcast.com/advanced-pv-power-model) provided to the `advanced_pv_power` endpoint. This can be useful for responding to operational changes. We will give a snow soiling example, but there are also other adjustments that can be made, such as to apply dust soiling, constraints, reduced availability and inactive trackers.\n", + "\n", + "### Snow Soiling\n", + "\n", + "In the example shown here, say our observed production reached 640 kW on the last day. It turns out that there was snow at this location in the last few days, and the PV model by default applies a snow soiling adjustment in these conditions. However, we know that we have cleared the snow off our panels. By turning off the snow soiling in the PV model as follows, we get estimates which now match our observed peak production." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b6c146af-ee0f-4ed8-ae6b-501be34494cd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# NOTE: this will consume an API request!\n", + "res = live.advanced_pv_power(resource_id, apply_snow_soiling=0)\n", + "timeseries[\"no snow soiling\"] = res.to_pandas()\n", + "pd.concat(\n", + " timeseries.values(),\n", + " keys=timeseries.keys(),\n", + " axis=\"columns\",\n", + " names=[\"Version\", \"Parameter\"]\n", + ").plot(figsize=[15, 4])" + ] + }, + { + "cell_type": "markdown", + "id": "78227aef-de97-4827-b4e5-c7883345d865", + "metadata": {}, + "source": [ + "## Direct Comparison to Measurements\n", + "\n", + "If you have a timeseries of near real-time measurements, you can use these for comparison with the pv_power_advanced estimates and to assist with fine-tuning PV Site configuration. When using measurements, it is important to correctly time-align the data and perform quality control. These example notebooks suggest some approaches for irradiance, many of which are applicable to PV power as well:\n", + "* [3.1 Comparing to Measurements: Timezone and Time Period alignment](https://solcast.github.io/solcast-api-python-sdk/notebooks/3.1%20Comparing%20to%20Measurements%20-%20Timezone%20and%20Time%20Period%20alignment/)\n", + "* [3.2 Comparing to Measurements [GHI]: Quality Controlling and Gap Filling Measurements with Solcast Actuals](https://solcast.github.io/solcast-api-python-sdk/notebooks/3.2%20Comparing%20to%20Measurements%20%5BGHI%5D%20-%20Quality%20Controlling%20and%20Gap%20Filling%20Measurements%20with%20Solcast%20Actuals/)\n", + "\n", + "An additional factor for PV power is curtailment of generation, where the maximum output of the PV plant is capped for a period due to market regulations. If generation is curtailed for the entire time period, this can be included in the PV model via the `apply_constraint` PV model setting. If only some sub-periods are curtailed, those periods should be excluded from comparison.\n" + ] + }, + { + "cell_type": "markdown", + "id": "2ebde636", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/notebooks/4.1 Setting up and Using PV Sites/index.html b/notebooks/4.1 Setting up and Using PV Sites/index.html new file mode 100644 index 0000000..f738f64 --- /dev/null +++ b/notebooks/4.1 Setting up and Using PV Sites/index.html @@ -0,0 +1,2814 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 4.1 Advanced PV Power: Setting up and Using PV Sites - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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of this file is compressed using zlib. +xÚ‘±Â0 Dw¾"¬¤‚‘•@ü@ä¦.X„$ª¿*¤-"ézºw¾“98 ,"é½#ô¢âmg0«z¨•íÕj¹RëÜÚò$Æ<±6y+|Ù CÁrî„R]á‚&u®œŒ ö< <£fL%Ð|-Aíðˆƒgüþ^,ÝË’•£%˜†ìg›m9ä¼gŒÀ¬}=ž˜œÕû×èÿÄä¼)ø’4> \ No newline at end of file diff --git a/overrides/main.html b/overrides/main.html new file mode 100644 index 0000000..702c96b --- /dev/null +++ b/overrides/main.html @@ -0,0 +1,11 @@ +{% extends "base.html" %} + +{% block content %} +{% if page.nb_url %} + + {% include ".icons/material/download.svg" %} + +{% endif %} + +{{ super() }} +{% endblock content %} diff --git a/pv_power_sites/index.html b/pv_power_sites/index.html new file mode 100644 index 0000000..a898cee --- /dev/null +++ b/pv_power_sites/index.html @@ -0,0 +1,1702 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + PV Power Sites - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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PV Power Sites

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Allows management of detailed PV power site metadata used by the advanced_pv_power functions. More information is in the API docs.

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The module pv_power_sites has 6 functions available. Use the res.to_dict() method to see the site metadata.

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Endpoint
PurposeAPI Docs
list_pv_power_sitesList available PV power sites.details
get_pv_power_siteGet an existing PV power site's specifications.details
create_pv_power_siteCreate PV power site to be used with Solcast's advanced PV power model.details
patch_pv_power_sitePatch an existing PV power site to partially update the site's specifications.details
update_pv_power_siteOverwrite an existing PV power site's specifications.details
delete_pv_power_siteDelete an existing PV power site.details
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Example

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from solcast import pv_power_sites
+
+# Use pv_power_sites.list_pv_power_sites to find the resource_id
+res = pv_power_sites.get_pv_power_site('ba75-e17a-7374-95ed')
+
+res.to_dict()
+
+
{
+    'resource_id': 'ba75-e17a-7374-95ed',  
+    'name': 'Test Site: Sydney Opera House',  
+    'latitude': -33.856784,  
+    'longitude': 151.215297,  
+    'capacity': 10,  
+    'capacity_dc': 15,  
+    'azimuth': 0,  
+    'tilt': 30.22,  
+    'tracking_type': 'horizontal_single_axis',  
+    'install_date': '2021-07-01T00:00:00.0000000Z',  
+    'module_type': 'poly-si',  
+    'ground_coverage_ratio': 0.47,  
+    'derating_temp_module': 0.0039,  
+    'derating_age_system': 0.0059,  
+    'derating_other_system': 0.07,  
+    'inverter_peak_efficiency': 0.985,  
+    'tracker_axis_azimuth': 0,  
+    'tracker_max_rotation_angle': 60,  
+    'tracker_back_tracking': True,  
+    'tracker_smart_tracking': False,  
+    'terrain_slope': 0,  
+    'terrain_azimuth': 0,  
+    'dust_soiling_average': [0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015,  
+    0.015],  
+    'bifacial_system': False,  
+    'site_ground_albedo': 0.25,  
+    'bifaciality_factor': 0.7,  
+    'pvrow_height': 1.5,  
+    'pvrow_width': 2,  
+    'is_unmetered': True,  
+    'confirmed_metadata': '2023-12-19T07:18:21.2378120Z'
+ }
+

+ + + + + + + + + + + + + + +
+
+ + + +
+ +
+ + + +
+
+
+
+ + + + + + + + + + + + + \ No newline at end of file diff --git a/sitemap.xml b/sitemap.xml new file mode 100644 index 0000000..8870b9b --- /dev/null +++ b/sitemap.xml @@ -0,0 +1,103 @@ + + + + https://solcast.github.io/solcast-api-python-sdk/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/aggregations/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/forecast/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/historic/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/live/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/pv_power_sites/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/tmy/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/api/client/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/api/pandafiableresponse/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/api/response/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/1.1%20Getting%20Data%20-%20Historic%20Solar%20Radiation/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/1.2%20Getting%20Data%20-%20TMY%20in%20your%20local%20timezone/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/1.3%20Getting%20Data%20-%20Make%20Concurrent%20Requests/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/1.4%20Dust%20Soiling%20-%20HSU%20%28Live%2C%20Forecast%2C%20Historic%29/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/1.5%20Dust%20Soiling%20-%20Kimber%20%28Live%2C%20Forecast%2C%20Historic%29/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/2.1%20PVLib%20-%20ModelChain%20with%20Solcast%20weather%20data/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/2.2%20PVLib%20-%20Using%20pvlib.iotools%20helper%20functions%20to%20get%20Solcast%20data/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/2.3%20Dust%20Soiling%20with%20Kimber/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/3.1%20Comparing%20to%20Measurements%20-%20Timezone%20and%20Time%20Period%20alignment/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/3.2%20Comparing%20to%20Measurements%20%5BGHI%5D%20-%20Quality%20Controlling%20and%20Gap%20Filling%20Measurements%20with%20Solcast%20Actuals/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/3.2b%20Comparing%20to%20Measurements%20%5BGTI%5D%20-%20Quality%20Controlling%20and%20Gap%20Filling%20Measurements%20with%20Solcast%20Actuals/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/3.3%20Comparing%20to%20Measurements%20-%20Accuracy%20Metrics/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/3.4%20Rooftop%20PV%20Tuning/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/3.4b%20Rooftop%20Shading%20Corrections/ + 2026-01-06 + + + https://solcast.github.io/solcast-api-python-sdk/notebooks/4.1%20Setting%20up%20and%20Using%20PV%20Sites/ + 2026-01-06 + + \ No newline at end of file diff --git a/sitemap.xml.gz b/sitemap.xml.gz new file mode 100644 index 0000000000000000000000000000000000000000..7bf94f00f8b2bd75f4468ea435ee434d30bc98c6 GIT binary patch literal 692 zcmV;l0!#fLiwFpSP+VyO|8r?{Wo=<_E_iKh0OeO(PunmQe&<(ImHL=VQ$R44B31-U z18Ji$X-~*WP7@2q$FrSw-LK!VlXBaTkhTX;i&Wp@9)I7tI@9CtjTo#z8;0YF-2YMer2_07I?r z6s|$vxo8N%TWqrlA%ql93c*3zK)@&_OSa@J7ofo?ifjl3SwL_kTF4RaO)`$hqbxlK zYpF!g=#*JTT|~c&J_pcnfr4r3uUW}`x(tj%_8NzqtFP2@NzDdZM}f{_f_lpv_<=Gs zYfN5aa>ed}x;e_C)tchXnFGGHV5|v@!>&W#8tWa0i;jx-sKqU{qwL_4a{4Hn)8wqL zdEM;M-%&}|z-;ZwmgJa$ zQORCVxiy`U)JkwC!y*bp^BRQm9G0yt{MFB81Ei(``;2aYBqzUf!`@DvCk6$0;vH;` zjbggP>J@zj%(NOB%3@}lsQYwGLn`3?g0m=Sj&9BbuVfR(J>x0C>NnuHz2~98g8x?c&pDAYY#)vp6sL-=w zw>nGL@G3#`7@x4nw6dA=SUZ+B9yQHN65QAYc3vcfvtK7 afo)Oq+FtzGm#FUy*x64#(c}>}5&!_Ys#FdD literal 0 HcmV?d00001 diff --git a/tmy/index.html b/tmy/index.html new file mode 100644 index 0000000..175f19f --- /dev/null +++ b/tmy/index.html @@ -0,0 +1,1671 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + TMY - Solcast API Python SDK + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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+ +
+ + + + + + + + +

TMY

+

TMY (Typical Meteorological Year) is a collation of historical weather data for a specified location for a one year period. +The dataset is derived from a multi-year time series specifically selected so that it presents the unique weather +phenomena for the location, and provides annual averages that are consistent with long term averages. +See the API docs +The tmy module has 2 methods:

+ + + + + + + + + + + + + + + + + +
EndpointAPI Docs
radiation_and_weatherdetails
rooftop_pv_powerdetails
+

Example

+
from solcast import tmy
+
+res = tmy.rooftop_pv_power(
+    latitude=-33.856784,
+    longitude=151.215297,
+    capacity=3
+)
+
+res.to_pandas().head()
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
period_endpv_power_rooftop
2059-01-01 01:00:00+00:001.461
2059-01-01 02:00:00+00:000.974
2059-01-01 03:00:00+00:000.731
2059-01-01 04:00:00+00:000.4
2059-01-01 05:00:00+00:000.231
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