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rotationalio / baleen

An automated ingestion service of RSS feeds to construct a corpus for NLP research.
https://ensign.rotational.dev/examples/data_scientists/
GNU Affero General Public License v3.0
9 stars 3 forks source link

Write retrieved feeds to s3 #5

Closed rebeccabilbro closed 5 years ago

rebeccabilbro commented 5 years ago

Write the result of fetched feeds to s3

rebeccabilbro commented 5 years ago

Hey there @bbengfort! I was wondering if you could dig up the document schema that you guys used for the original baleen to determine what of the fetched feeds to store?

Also, do you have a sense of what the best structure would be for the S3 bucket so that we won't have too hard of a time finding documents later? Should it be something like publication/language/date/hashedtime? e.g.

ert/english/2019-10-14/D456D9167DA13F2E8351B.xml ert/greek/2019-10-14/J9557DA133F2D83541A.xml bbc/spanish/2019-10-14/Q340F321G534S879D.xml ...

bbengfort commented 5 years ago

The mongoengine model we used can be found here, but I think we treated this basically as the "required" fields for every post and we did not throw out any field that was retrieved from feedparser (e.g. using the nosql no schema feature of MongoDB). I will also attach a real example document below.

class Post(me.DynamicDocument):

    feed      = me.ReferenceField(Feed)
    title     = me.StringField( max_length=512 )
    url       = me.URLField( required=True, unique=True )
    pubdate   = me.DateTimeField()
    content   = me.StringField( required=True )
    tags      = me.ListField(me.StringField(max_length=256))
    signature = me.StringField( required=True, max_length=64, min_length=64, unique=True )
    created   = me.DateTimeField(default=datetime.now, required=True)
    updated   = me.DateTimeField(default=datetime.now, required=True)

    @classmethod
    def pre_save(cls, sender, document, **kwargs):
        document.updated   = datetime.now()
        document.signature = document.hash()

    meta      = {
        'collection': 'posts',
    }

    def hash(self):
        """
        Returns the SHA256 hash of the content.
        """
        sha = hashlib.sha256()
        sha.update(self.content.encode('UTF-8'))
        return sha.hexdigest()

I believe that content was the fetched original post, not the RSS summary. I'm not sure what tags is for, but potentially it was something in the RSS? The signature was a hash of the content, which is what we used to help determine uniqueness.

bbengfort commented 5 years ago

Here is an example of one of the raw documents:

{
  "_id": {
    "$oid": "5845e91cdf23b703bfb6bfe4"
  }, 
  "feed": {
    "$oid": "56d609d1c180811310e52be0"
  }, 
  "title": "Eyes on the prize", 
  "url": "https://thinkprogress.org/eyes-on-the-prize-3e3c6a66afed?source=rss----e5293acf313e---4", 
  "pubdate": {
    "$date": 1480972729000
  }, 
  "content": "<!DOCTYPE html><html xmlns:cc=\"http://creativecommons.org/ns#\"><head prefix=\"og: http://ogp.me/ns# fb: http://ogp.me/ns/fb# medium-com: http://ogp.me/ns/fb/medium-com#\"><meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\"><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"><title>Eyes on the prize \u2013 ThinkProgress</title><link rel=\"canonical\" href=\"https://thinkprogress.org/eyes-on-the-prize-3e3c6a66afed\"><meta name=\"title\" content=\"Eyes on the prize\"><meta name=\"referrer\" content=\"always\"><meta name=\"description\" content=\"Ivanka Trump is meeting with Al Gore today, but don\u2019t let that distract you from her father\u2019s climate denial, which remains terrible for anyone living on this planet. Meanwhile, the Supreme Court is\u2026\"><meta property=\"og:title\" content=\"Eyes on the prize\"><meta property=\"og:url\" content=\"https://thinkprogress.org/eyes-on-the-prize-3e3c6a66afed\"><meta property=\"fb:app_id\" content=\"542599432471018\"><meta property=\"og:description\" content=\"Ivanka Trump is meeting with Al Gore today, but don\u2019t let that distract you from her father\u2019s climate denial, which remains terrible for\u2026\"><meta name=\"twitter:description\" content=\"Ivanka Trump is meeting with Al Gore today, but don\u2019t let that distract you from her father\u2019s climate denial, which remains terrible for\u2026\"><link rel=\"publisher\" href=\"https://plus.google.com/103654360130207659246\"><link rel=\"author\" href=\"https://thinkprogress.org/@eacrunden\"><meta name=\"author\" content=\"E.A. Crunden\"><meta property=\"og:type\" content=\"article\"><meta name=\"twitter:card\" content=\"summary\"><meta property=\"article:publisher\" content=\"https://www.facebook.com/thinkprogress\"><meta property=\"article:author\" content=\"https://thinkprogress.org/@eacrunden\"><meta property=\"fb:smart_publish:robots\" content=\"noauto\"><meta name=\"robots\" content=\"index, follow\"><meta property=\"article:published_time\" content=\"2016-12-05T21:18:49.142Z\"><meta name=\"twitter:creator\" content=\"@eacrunden\"><meta name=\"twitter:site\" content=\"@thinkprogress\"><meta property=\"og:site_name\" content=\"ThinkProgress\"><meta name=\"twitter:label1\" value=\"Reading time\"><meta name=\"twitter:data1\" value=\"2 min read\"><script type=\"application/ld+json\">{\"@context\":\"http://schema.org\",\"@type\":\"NewsArticle\",\"image\":{\"@type\":\"ImageObject\",\"width\":600,\"height\":60,\"url\":\"https://cdn-images-1.medium.com/max/600/1*0WF7sFwp24zldDAAJsPOpw.png\"},\"datePublished\":\"2016-12-05T21:18:49.142Z\",\"dateModified\":\"2016-12-05T21:18:49.637Z\",\"headline\":\"Eyes on the prize\",\"name\":\"Eyes on the prize\",\"keywords\":[],\"author\":{\"@type\":\"Person\",\"name\":\"E.A. Crunden\",\"url\":\"https://thinkprogress.org/@eacrunden\"},\"creator\":[\"E.A. Crunden\"],\"publisher\":{\"@type\":\"Organization\",\"name\":\"ThinkProgress\",\"url\":\"https://thinkprogress.org\",\"logo\":{\"@type\":\"ImageObject\",\"width\":600,\"height\":60,\"url\":\"https://cdn-images-1.medium.com/max/600/1*0WF7sFwp24zldDAAJsPOpw.png\"}},\"mainEntityOfPage\":\"https://thinkprogress.org/eyes-on-the-prize-3e3c6a66afed\"}</script><meta name=\"twitter:app:name:iphone\" content=\"Medium\"><meta name=\"twitter:app:id:iphone\" content=\"828256236\"><meta name=\"twitter:app:url:iphone\" content=\"medium://p/3e3c6a66afed\"><meta property=\"al:ios:app_name\" content=\"Medium\"><meta property=\"al:ios:app_store_id\" content=\"828256236\"><meta property=\"al:android:package\" content=\"com.medium.reader\"><meta property=\"al:android:app_name\" content=\"Medium\"><meta property=\"al:ios:url\" content=\"medium://p/3e3c6a66afed\"><meta property=\"al:android:url\" content=\"medium://p/3e3c6a66afed\"><meta property=\"al:web:url\" content=\"https://thinkprogress.org/eyes-on-the-prize-3e3c6a66afed\"><link rel=\"search\" type=\"application/opensearchdescription+xml\" title=\"Medium\" href=\"/osd.xml\" /><link rel=\"alternate\" href=\"android-app://com.medium.reader/https/medium.com/p/3e3c6a66afed\" /><meta name=\"theme-color\" content=\"#000000\"><link rel=\"stylesheet\" href=\"https://cdn-static-1.medium.com/_/fp/css/main-base.X9uIaTHNGTucb-zgC_w2QA.css\"><script>if (window.top !== window.self) window.top.location = window.self.location.href;var OB_startTime = new Date().getTime(); var OB_loadErrors = []; function _onerror(e) { OB_loadErrors.push(e) }; if (document.addEventListener) document.addEventListener(\"error\", _onerror, true); else if (document.attachEvent) document.attachEvent(\"onerror\", _onerror); function _asyncScript(u) {var d = document, f = d.getElementsByTagName(\"script\")[0], s = d.createElement(\"script\"); s.type = \"text/javascript\"; s.async = true; s.src = u; f.parentNode.insertBefore(s, 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Say hi: ecrunden.tp@thinkprogress.org</div><div class=\"postMetaInline js-testPostMetaInlineSupplemental\"><time datetime=\"2016-12-05T21:18:49.142Z\">1 hr ago</time><span class=\"middotDivider u-fontSizeSmallest\"></span><span class=\"readingTime\" title=\"2 min read\"></span></div></div></div></div></div><div class=\"letterHeader u-paddingTop30\"><div class=\"infoCard u-clearfix js-infoCardCollection\"><div class=\"infoCard-avatar\"><a class=\"link js-logCollection u-baseColor--link\"  href=\"https://thinkprogress.org?source=newsletter-3e3c6a66afed\" title=\"Go to ThinkProgress\" aria-label=\"Go to ThinkProgress\" data-action-source=\"footer\"><img class=\"u-width60 u-height60 u-backgroundColorWhite\" alt=\"Go to ThinkProgress\" src=\"https://cdn-images-1.medium.com/fit/c/60/60/1*4PpN1WvRH6tdLMzz-EqN5A.png\" /></a></div><div class=\"infoCard-info \"><div class=\"infoCard-wrapper\"><a class=\"link link--primary link--accent u-accentColor--textNormal js-logCollection u-accentColor--hoverTextNormal\"  href=\"https://thinkprogress.org?source=newsletter-3e3c6a66afed\" title=\"Go to ThinkProgress\" aria-label=\"Go to ThinkProgress\" data-action-source=\"footer\">ThinkProgress</a><div class=\"infoCard-bio u-fontSizeSmaller u-textColorNormal\">Letter sent on Dec 5</div></div></div></div></div></header><div class=\"postArticle-content js-postField js-notesSource js-trackedPost\"  data-post-id=\"3e3c6a66afed\" data-source=\"post_page\" data-collection-id=\"e5293acf313e\" data-tracking-context=\"postPage\"><section name=\"6293\" class=\"section section--body section--first section--last\"><div class=\"section-divider\"><hr class=\"section-divider\"></div><div class=\"section-content\"><div class=\"section-inner sectionLayout--insetColumn\"><h1 name=\"9719\" id=\"9719\" class=\"graf graf--h3 graf--leading graf--title\">Eyes on the\u00a0prize</h1><figure name=\"2eac\" id=\"2eac\" class=\"graf graf--figure graf-after--h3\"><div class=\"aspectRatioPlaceholder is-locked\" style=\"max-width: 700px; max-height: 466px;\"><div class=\"aspectRatioPlaceholder-fill\" style=\"padding-bottom: 66.60000000000001%;\"></div><a href=\"https://thinkprogress.org/ivanka-trump-climate-distraction-77277d9b8ee3#.zd4c0jx13\" data-href=\"https://thinkprogress.org/ivanka-trump-climate-distraction-77277d9b8ee3#.zd4c0jx13\" class=\"graf-imageAnchor\" data-action=\"image-link\" data-action-observe-only=\"true\"><img class=\"graf-image\" data-image-id=\"1*z6vhcGoJrecQxgnpPFP9Zw.jpeg\" data-width=\"800\" data-height=\"533\" src=\"https://cdn-images-1.medium.com/max/800/1*z6vhcGoJrecQxgnpPFP9Zw.jpeg\"></a></div><figcaption class=\"imageCaption\">CREDIT: AP Photo/ Evan\u00a0Vucci</figcaption></figure><p name=\"0cc7\" id=\"0cc7\" class=\"graf graf--p graf-after--figure\">Ivanka Trump is meeting with Al Gore today, but don\u2019t let that distract you from <a href=\"https://thinkprogress.org/ivanka-trump-climate-distraction-77277d9b8ee3#.zd4c0jx13\" data-href=\"https://thinkprogress.org/ivanka-trump-climate-distraction-77277d9b8ee3#.zd4c0jx13\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">her father\u2019s climate denial</a>, which remains terrible for anyone living on this planet.</p><p name=\"acd4\" id=\"acd4\" class=\"graf graf--p graf-after--p\">Meanwhile, the Supreme Court is <a href=\"https://thinkprogress.org/the-supreme-court-hears-two-cases-today-that-could-entrench-republican-rule-for-a-generation-798e827ec1f9#.79auw32dm\" data-href=\"https://thinkprogress.org/the-supreme-court-hears-two-cases-today-that-could-entrench-republican-rule-for-a-generation-798e827ec1f9#.79auw32dm\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">hearing two cases today</a> which could have damning implications for at least a generation.</p><figure name=\"d1ff\" id=\"d1ff\" class=\"graf graf--figure graf-after--p\"><div class=\"aspectRatioPlaceholder is-locked\" style=\"max-width: 700px; max-height: 466px;\"><div class=\"aspectRatioPlaceholder-fill\" style=\"padding-bottom: 66.60000000000001%;\"></div><a href=\"https://thinkprogress.org/breaking-army-corps-halts-work-on-standing-rock-pipeline-dba07edd8e81#.arm14tfi4\" data-href=\"https://thinkprogress.org/breaking-army-corps-halts-work-on-standing-rock-pipeline-dba07edd8e81#.arm14tfi4\" class=\"graf-imageAnchor\" data-action=\"image-link\" data-action-observe-only=\"true\"><img class=\"graf-image\" data-image-id=\"1*T45HvvTgiev4H3IIUX1-AQ.jpeg\" data-width=\"800\" data-height=\"533\" src=\"https://cdn-images-1.medium.com/max/800/1*T45HvvTgiev4H3IIUX1-AQ.jpeg\"></a></div><figcaption class=\"imageCaption\">REDIT: AP Photo/Matt Rourke</figcaption></figure><p name=\"657e\" id=\"657e\" class=\"graf graf--p graf-after--figure\">The Standing Rock Sioux and their supporters <a href=\"https://thinkprogress.org/breaking-army-corps-halts-work-on-standing-rock-pipeline-dba07edd8e81#.arm14tfi4\" data-href=\"https://thinkprogress.org/breaking-army-corps-halts-work-on-standing-rock-pipeline-dba07edd8e81#.arm14tfi4\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">scored a huge win yesterday</a>\u200a\u2014\u200aproving that activism and resistance can be vital tools for social change.</p><h4 name=\"7fc4\" id=\"7fc4\" class=\"graf graf--h4 graf-after--p\">Reading List</h4><p name=\"300b\" id=\"300b\" class=\"graf graf--p graf-after--h4\">A <a href=\"https://thinkprogress.org/a-post-election-reading-and-listening-list-for-religious-progressives-7e0dd995553e\" data-href=\"https://thinkprogress.org/a-post-election-reading-and-listening-list-for-religious-progressives-7e0dd995553e\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">post-election reading (and listening) list</a> for religious progressives.</p><p name=\"797d\" id=\"797d\" class=\"graf graf--p graf-after--p\">Four major world cities <a href=\"https://thinkprogress.org/diesel-ban-cities-8124d0834b7e#.1dqyn38oh\" data-href=\"https://thinkprogress.org/diesel-ban-cities-8124d0834b7e#.1dqyn38oh\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">have agreed to get rid</a> of diesel engines.</p><p name=\"2894\" id=\"2894\" class=\"graf graf--p graf-after--p\">Rodrigo Duterte\u2019s government is killing 38 people per day in the Philippines. So why is Trump <a href=\"https://thinkprogress.org/donald-trump-praises-bloody-philippines-drug-war-thats-killed-38-people-a-day-60683d26d48b#.2nigasxxx\" data-href=\"https://thinkprogress.org/donald-trump-praises-bloody-philippines-drug-war-thats-killed-38-people-a-day-60683d26d48b#.2nigasxxx\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">praising him</a>?</p><figure name=\"f730\" id=\"f730\" class=\"graf graf--figure graf-after--p\"><div class=\"aspectRatioPlaceholder is-locked\" style=\"max-width: 500px; max-height: 250px;\"><div class=\"aspectRatioPlaceholder-fill\" style=\"padding-bottom: 50%;\"></div><a href=\"http://me.dm/r-rMs-ffWT55?source=email-anon_a4849567923e--publication.newsletter\" data-href=\"http://me.dm/r-rMs-ffWT55?source=email-anon_a4849567923e--publication.newsletter\" class=\"graf-imageAnchor\" data-action=\"image-link\" data-action-observe-only=\"true\"><img class=\"graf-image\" data-image-id=\"0*TDOiKl2JVwb-n087.png\" data-width=\"500\" data-height=\"250\" src=\"https://cdn-images-1.medium.com/max/800/0*TDOiKl2JVwb-n087.png\"></a></div></figure><p name=\"1588\" id=\"1588\" class=\"graf graf--p graf-after--figure\"><em class=\"markup--em markup--p-em\">Feeling a bit helpless? Want to support the work we do? </em><a href=\"http://me.dm/r-rMs-ffWT55?source=email-anon_a4849567923e--publication.newsletter\" data-href=\"http://me.dm/r-rMs-ffWT55?source=email-anon_a4849567923e--publication.newsletter\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\"><strong class=\"markup--strong markup--p-strong\"><em class=\"markup--em markup--p-em\">Donate to ThinkProgress</em></strong></a><em class=\"markup--em markup--p-em\">. Give $40 and we\u2019ll throw in </em><a href=\"http://me.dm/r-YmoIZNaKgF?source=email-anon_a4849567923e--publication.newsletter\" data-href=\"http://me.dm/r-YmoIZNaKgF?source=email-anon_a4849567923e--publication.newsletter\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\"><strong class=\"markup--strong markup--p-strong\"><em class=\"markup--em markup--p-em\">a t-shirt</em></strong></a><em class=\"markup--em markup--p-em\">.</em></p><h4 name=\"37cd\" id=\"37cd\" class=\"graf graf--h4 graf-after--p\">Soundbite</h4><p name=\"8ee8\" id=\"8ee8\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--h4\"><a href=\"https://thinkprogress.org/pizzagate-shooter-donald-trump-fake-news-a781c0d64a1b#.n1q96xxqw\" data-href=\"https://thinkprogress.org/pizzagate-shooter-donald-trump-fake-news-a781c0d64a1b#.n1q96xxqw\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u201cIf this doesn\u2019t stop someone is going to get killed. These people are angry, and they think we\u2019re raping children so they feel justified saying anything to us.\u201d</a></p><p name=\"9954\" id=\"9954\" class=\"graf graf--p graf-after--p graf--last\">\u2014 An employee at Comet Ping Pong</p></div></div></section></div><footer class=\"u-paddingTop10\"><div class=\"container u-maxWidth740\"><div class=\"row\"><div class=\"col u-size12of12\"></div></div><div class=\"row\"><div class=\"col u-size12of12 js-postTags\"><div class=\"u-paddingBottom10\"><div class=\"tags tags--postTags tags--borderless\"></div></div></div></div><div class=\"row js-postActionsFooter\"><div class=\"postActions col u-size12of12\"><div class=\"u-floatLeft buttonSet buttonSet--withLabels\"><div class=\"buttonSet-inner\"><div class=\"js-actionRecommend\" data-post-id=\"3e3c6a66afed\" data-is-icon-29px=\"true\" data-has-recommend-list=\"true\" data-source=\"post_actions_footer\"><button class=\"button button--primary button--large button--chromeless 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  "author": "E.A. Crunden", 
  "summary": "<figure><a href=\"https://thinkprogress.org/ivanka-trump-climate-distraction-77277d9b8ee3#.zd4c0jx13\"><img alt=\"\" src=\"https://d262ilb51hltx0.cloudfront.net/max/800/1*z6vhcGoJrecQxgnpPFP9Zw.jpeg\" /></a><figcaption>CREDIT: AP Photo/ Evan\u00a0Vucci</figcaption></figure><p>Ivanka Trump is meeting with Al Gore today, but don\u2019t let that distract you from <a href=\"https://thinkprogress.org/ivanka-trump-climate-distraction-77277d9b8ee3#.zd4c0jx13\">her father\u2019s climate denial</a>, which remains terrible for anyone living on this\u00a0planet.</p><p>Meanwhile, the Supreme Court is <a href=\"https://thinkprogress.org/the-supreme-court-hears-two-cases-today-that-could-entrench-republican-rule-for-a-generation-798e827ec1f9#.79auw32dm\">hearing two cases today</a> which could have damning implications for at least a generation.</p><figure><a href=\"https://thinkprogress.org/breaking-army-corps-halts-work-on-standing-rock-pipeline-dba07edd8e81#.arm14tfi4\"><img alt=\"\" src=\"https://d262ilb51hltx0.cloudfront.net/max/800/1*T45HvvTgiev4H3IIUX1-AQ.jpeg\" /></a><figcaption>REDIT: AP Photo/Matt Rourke</figcaption></figure><p>The Standing Rock Sioux and their supporters <a href=\"https://thinkprogress.org/breaking-army-corps-halts-work-on-standing-rock-pipeline-dba07edd8e81#.arm14tfi4\">scored a huge win yesterday</a>\u200a\u2014\u200aproving that activism and resistance can be vital tools for social\u00a0change.</p><h4>Reading List</h4><p>A <a href=\"https://thinkprogress.org/a-post-election-reading-and-listening-list-for-religious-progressives-7e0dd995553e\">post-election reading (and listening) list</a> for religious progressives.</p><p>Four major world cities <a href=\"https://thinkprogress.org/diesel-ban-cities-8124d0834b7e#.1dqyn38oh\">have agreed to get rid</a> of diesel\u00a0engines.</p><p>Rodrigo Duterte\u2019s government is killing 38 people per day in the Philippines. So why is Trump <a href=\"https://thinkprogress.org/donald-trump-praises-bloody-philippines-drug-war-thats-killed-38-people-a-day-60683d26d48b#.2nigasxxx\">praising\u00a0him</a>?</p><figure><a href=\"http://me.dm/r-rMs-ffWT55?source=email-anon_a4849567923e--publication.newsletter\"><img alt=\"\" src=\"https://d262ilb51hltx0.cloudfront.net/max/500/0*TDOiKl2JVwb-n087.png\" /></a></figure><p><em>Feeling a bit helpless? Want to support the work we do? </em><a href=\"http://me.dm/r-rMs-ffWT55?source=email-anon_a4849567923e--publication.newsletter\"><strong><em>Donate to ThinkProgress</em></strong></a><em>. Give $40 and we\u2019ll throw in </em><a href=\"http://me.dm/r-YmoIZNaKgF?source=email-anon_a4849567923e--publication.newsletter\"><strong><em>a\u00a0t-shirt</em></strong></a><em>.</em></p><h4>Soundbite</h4><p><a href=\"https://thinkprogress.org/pizzagate-shooter-donald-trump-fake-news-a781c0d64a1b#.n1q96xxqw\">\u201cIf this doesn\u2019t stop someone is going to get killed. These people are angry, and they think we\u2019re raping children so they feel justified saying anything to\u00a0us.\u201d</a></p><p>\u2014 An employee at Comet Ping\u00a0Pong</p><img height=\"1\" src=\"https://medium.com/_/stat?event=post.clientViewed&amp;referrerSource=full_rss&amp;postId=3e3c6a66afed\" width=\"1\" /><hr /><p><a href=\"https://thinkprogress.org/eyes-on-the-prize-3e3c6a66afed\">Eyes on the prize</a> was originally published in <a href=\"https://thinkprogress.org\">ThinkProgress</a> on Medium, where people are continuing the conversation by highlighting and responding to this story.</p>", 
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}

You can see that all of the RSS fields, e.g. title_detail, author, mimetype etc are all maintained along with the model fields.

bbengfort commented 5 years ago

I like your idea for the storage structure on S3! I think that this is the right approach. Based on your structure were you thinking about storing the entire RSS feed result in each .xml file or each individual entry? Assuming each individual entry, I would propose the following:

Per entry:

Notes on above:

rebeccabilbro commented 5 years ago

Closed by #12