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7.78a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042l3.75-3.75-1.543-1.543A.25.25 0 0 1 10.604 1Z"></path> </svg> </a></li> </ul> </div> </div> </div> </li> <li class="HeaderMenu-item position-relative flex-wrap flex-justify-between flex-items-center d-block d-lg-flex flex-lg-nowrap flex-lg-items-center js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Solutions <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 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height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary d-flex flex-items-center Link--has-description" data-analytics-event="{"location":"navbar","action":"github_sponsors","context":"open_source","tag":"link","label":"github_sponsors_link_open_source_navbar"}" href="/sponsors"> <div> <div class="color-fg-default h4">GitHub Sponsors</div> 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js-details-container js-header-menu-item"> <button type="button" class="HeaderMenu-link border-0 width-full width-lg-auto px-0 px-lg-2 py-lg-2 no-wrap d-flex flex-items-center flex-justify-between js-details-target" aria-expanded="false"> Enterprise <svg opacity="0.5" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-chevron-down HeaderMenu-icon ml-1"> <path d="M12.78 5.22a.749.749 0 0 1 0 1.06l-4.25 4.25a.749.749 0 0 1-1.06 0L3.22 6.28a.749.749 0 1 1 1.06-1.06L8 8.939l3.72-3.719a.749.749 0 0 1 1.06 0Z"></path> </svg> </button> <div class="HeaderMenu-dropdown dropdown-menu rounded m-0 p-0 pt-2 pt-lg-4 position-relative position-lg-absolute left-0 left-lg-n3 pb-2 pb-lg-4 px-lg-4"> <div class="HeaderMenu-column"> <div class="border-bottom pb-3 pb-lg-0 pb-lg-3 mb-3 mb-lg-0 mb-lg-3"> <ul class="list-style-none f5" > <li> <a class="HeaderMenu-dropdown-link d-block no-underline position-relative py-2 Link--secondary 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dir=\"auto\"\u003earxiv-search\u003c/h1\u003e\u003ca id=\"user-content-arxiv-search\" class=\"anchor\" aria-label=\"Permalink: arxiv-search\" href=\"#arxiv-search\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDevelopment quickstart\u003c/h2\u003e\u003ca id=\"user-content-development-quickstart\" class=\"anchor\" aria-label=\"Permalink: Development quickstart\" href=\"#development-quickstart\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eRunning Elasticsearch + Kibana with docker-compose\u003c/h3\u003e\u003ca id=\"user-content-running-elasticsearch--kibana-with-docker-compose\" class=\"anchor\" aria-label=\"Permalink: Running Elasticsearch + Kibana with docker-compose\" href=\"#running-elasticsearch--kibana-with-docker-compose\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe easiest way to spin up ES and Kibana is using the included\n\u003ccode\u003edocker-compose.yml\u003c/code\u003e file. This will start ES and Kibana on a custom network.\nThe ES service ports 9200 and 9300, and Kibana service port 5601, will be\nmapped to localhost.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"docker-compose up\"\u003e\u003cpre\u003edocker-compose up\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eKibana will be available at \u003ca href=\"http://127.0.0.1:5601/\" rel=\"nofollow\"\u003ehttp://127.0.0.1:5601/\u003c/a\u003e. The containers started by\ndocker-compose can be stopped with \u003ccode\u003edocker-compose down\u003c/code\u003e from the same\ndirectory.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eMake sure that you have a recent version of \u003ccode\u003edocker-compose\u003c/code\u003e; this is\nconfirmed to work with version 1.18.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eNote that connection configuration variables for the search service are set in\n\u003ccode\u003esearch/config.py\u003c/code\u003e, where they are read from the environment. The arXiv\nsearch service expects the ES service to be available at \u003ca href=\"http://localhost:9200\" rel=\"nofollow\"\u003ehttp://localhost:9200\u003c/a\u003e\nby default. Hence, you should be able to start ES using docker-compose as above\nand make no configuration changes to the arXiv search service.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch4 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eRunning Elasticsearch without Kibana\u003c/h4\u003e\u003ca id=\"user-content-running-elasticsearch-without-kibana\" class=\"anchor\" aria-label=\"Permalink: Running Elasticsearch without Kibana\" href=\"#running-elasticsearch-without-kibana\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAlternatively, you can start up ES on its own. Be sure to map port 9200 to\nthe host machine, so that arXiv search can find it.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"docker build -t \u0026quot;arxiv/elasticsearch\u0026quot; -f ./Dockerfile-elasticsearch .\ndocker run -it \\\n -e \u0026quot;http.host=0.0.0.0\u0026quot; \\\n -e \u0026quot;transport.host=127.0.0.1\u0026quot; \\\n -p 9200:9200 -p 9300:9300 arxiv/elasticsearch\"\u003e\u003cpre\u003edocker build -t \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003earxiv/elasticsearch\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e -f ./Dockerfile-elasticsearch \u003cspan class=\"pl-c1\"\u003e.\u003c/span\u003e\ndocker run -it \\\n -e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003ehttp.host=0.0.0.0\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \\\n -e \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003etransport.host=127.0.0.1\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \\\n -p 9200:9200 -p 9300:9300 arxiv/elasticsearch\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eCreate \u0026amp; populate the index\u003c/h3\u003e\u003ca id=\"user-content-create--populate-the-index\" class=\"anchor\" aria-label=\"Permalink: Create \u0026amp; populate the index\" href=\"#create--populate-the-index\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eA couple of helper scripts are included to create and populate the search\nindex. Note that you will need to have access to the /docmeta endpoint, which\nis only accessible from the CUL network.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"pipenv install\nFLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python create_index.py\nFLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python bulk_index.py\"\u003e\u003cpre\u003epipenv install\nFLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python create_index.py\nFLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python bulk_index.py\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003e\u003ccode\u003ebulk_index.py\u003c/code\u003e without parameters populate the index with the\nlist of papers defined in \u003ccode\u003etests/data/sample.json\u003c/code\u003e. It take several minutes\nto run. Individual paper IDs may be specified with the \u003ccode\u003e--paper_id\u003c/code\u003e\nparameter.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo check for missing records, use \u003ccode\u003eaudit.py\u003c/code\u003e:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"ELASTICSEARCH_HOST=127.0.0.1 ELASTICSEARCH_INDEX=arxiv pipenv run python audit.py -l list_of_papers.txt -o missing.txt\"\u003e\u003cpre\u003eELASTICSEARCH_HOST=127.0.0.1 ELASTICSEARCH_INDEX=arxiv pipenv run python audit.py -l list_of_papers.txt -o missing.txt\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eReindexing\u003c/h3\u003e\u003ca id=\"user-content-reindexing\" class=\"anchor\" aria-label=\"Permalink: Reindexing\" href=\"#reindexing\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eElasticSearch can perform reindexing by copying documents from one index to\nanother index with a different mapping. \u003ccode\u003ereindex.py\u003c/code\u003e will initiate the\nreindexing process, and poll for completion until all of the documents are\nprocessed. If the destination index does not already exist, it will be created\nusing the current configured mapping.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"FLASK_APP=app.py ELASTICSEARCH_HOST=127.0.0.1 pipenv run python reindex.py OLD_INDEX NEW_INDEX\"\u003e\u003cpre\u003eFLASK_APP=app.py ELASTICSEARCH_HOST=127.0.0.1 pipenv run python reindex.py OLD_INDEX NEW_INDEX\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eFlask dev server\u003c/h3\u003e\u003ca id=\"user-content-flask-dev-server\" class=\"anchor\" aria-label=\"Permalink: Flask dev server\" href=\"#flask-dev-server\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can spin up the search app directly.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"FLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run\"\u003e\u003cpre\u003eFLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThis will monitor any of the Python bits for changes and restart the server.\nUnfortunately static files and templates are not monitored, so you'll have to\nmanually restart to see those changes take effect.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf all goes well... \u003ca href=\"http://127.0.0.1:5000/\" rel=\"nofollow\"\u003ehttp://127.0.0.1:5000/\u003c/a\u003e should render the basic search page.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eYou can run the API in dev mode by changing \u003ccode\u003eFLASK_APP\u003c/code\u003e to point to \u003ccode\u003eapi.py\u003c/code\u003e,\ni.e.:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"FLASK_APP=api.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run\"\u003e\u003cpre\u003eFLASK_APP=api.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eRunning the indexing agent.\u003c/h2\u003e\u003ca id=\"user-content-running-the-indexing-agent\" class=\"anchor\" aria-label=\"Permalink: Running the indexing agent.\" href=\"#running-the-indexing-agent\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe indexing agent is responsible for updating the search index as new papers\nare published. By default, docker-compose will also start the search index\nand a service called \u003ca href=\"https://github.com/localstack/localstack\"\u003eLocalstack\u003c/a\u003e\nthat provides a local Kinesis stream for testing/development purposes.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo disable the agent and localstack, just comment out those services in\n\u003ccode\u003edocker-compose.yml\u003c/code\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe agent takes a little longer than the other services to start. Early in the\nstartup, you'll see something like:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"agent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u0026quot;New consumer for MetadataIsAvailable (0)\u0026quot;\nagent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u0026quot;Getting a new connection to Kinesis at https://localstack:4568 in region us-east-1, with SSL verification=False\u0026quot;\nagent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u0026quot;Waiting for MetadataIsAvailable to be available\u0026quot;\nagent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - ERROR: \u0026quot;Waiting for stream MetadataIsAvailable\u0026quot;\"\u003e\u003cpre\u003eagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eNew consumer for MetadataIsAvailable (0)\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eGetting a new connection to Kinesis at https://localstack:4568 in region us-east-1, with SSL verification=False\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eWaiting for MetadataIsAvailable to be available\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - ERROR: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eWaiting for stream MetadataIsAvailable\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eA little while later, when localstack and the indexing agent are running, you\nshould see something like:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"agent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: \u0026quot;Failed to get stream while waiting\u0026quot;\nagent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u0026quot;Could not connect to stream; attempting to create\u0026quot;\nagent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u0026quot;Created; waiting for MetadataIsAvailable again\u0026quot;\nagent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: \u0026quot;Waiting for stream MetadataIsAvailable\u0026quot;\nlocalstack | Ready.\nagent | application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u0026quot;Ready to start\u0026quot;\nagent | application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u0026quot;Starting processing from position 49583482132750299344823207796409748205413425533752967170 on stream MetadataIsAvailable and shard 0\u0026quot;\"\u003e\u003cpre\u003eagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eFailed to get stream while waiting\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eCould not connect to stream; attempting to create\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eCreated; waiting for MetadataIsAvailable again\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eWaiting for stream MetadataIsAvailable\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nlocalstack \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e Ready.\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eReady to start\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eStarting processing from position 49583482132750299344823207796409748205413425533752967170 on stream MetadataIsAvailable and shard 0\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eNote that Kinesis will be mounted locally on port 5586. It will be using SSL,\nbut with an invalid certificate. You can connect to this local Kinesis using:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"import boto3\n\nclient = boto3.client(\n 'kinesis',\n region_name='us-east-1',\n endpoint_url=\u0026quot;https://localhost:5568\u0026quot;,\n aws_access_key_id='foo',\n aws_secret_access_key='bar',\n verify=False\n)\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eboto3\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003eclient\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eboto3\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eclient\u003c/span\u003e(\n \u003cspan class=\"pl-s\"\u003e'kinesis'\u003c/span\u003e,\n \u003cspan class=\"pl-s1\"\u003eregion_name\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e'us-east-1'\u003c/span\u003e,\n \u003cspan class=\"pl-s1\"\u003eendpoint_url\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e\"https://localhost:5568\"\u003c/span\u003e,\n \u003cspan class=\"pl-s1\"\u003eaws_access_key_id\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e'foo'\u003c/span\u003e,\n \u003cspan class=\"pl-s1\"\u003eaws_secret_access_key\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e'bar'\u003c/span\u003e,\n \u003cspan class=\"pl-s1\"\u003everify\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003eFalse\u003c/span\u003e\n)\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo verify that the agent is working correctly, try adding some records to\nthe stream.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-python notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"import json\n\nto_index = [\n \u0026quot;1712.04442\u0026quot;,\n \u0026quot;1511.07473\u0026quot;,\n \u0026quot;1604.04228\u0026quot;,\n \u0026quot;1403.6219\u0026quot;,\n \u0026quot;1404.3450\u0026quot;,\n \u0026quot;1703.09067\u0026quot;,\n \u0026quot;1408.6682\u0026quot;,\n \u0026quot;1607.05107\u0026quot;,\n \u0026quot;1509.08727\u0026quot;,\n \u0026quot;1710.01597\u0026quot;,\n \u0026quot;1708.07156\u0026quot;,\n \u0026quot;1401.1012\u0026quot;,\n]\n\nfor document_id in to_index:\n data = bytes(json.dumps({'document_id': document_id}), encoding='utf-8')\n client.put_record(\n StreamName='MetadataIsAvailable',\n Data=data,\n PartitionKey='0'\n )\n\"\u003e\u003cpre\u003e\u003cspan class=\"pl-k\"\u003eimport\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003ejson\u003c/span\u003e\n\n\u003cspan class=\"pl-s1\"\u003eto_index\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e [\n \u003cspan class=\"pl-s\"\u003e\"1712.04442\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1511.07473\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1604.04228\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1403.6219\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1404.3450\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1703.09067\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1408.6682\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1607.05107\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1509.08727\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1710.01597\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1708.07156\"\u003c/span\u003e,\n \u003cspan class=\"pl-s\"\u003e\"1401.1012\"\u003c/span\u003e,\n]\n\n\u003cspan class=\"pl-k\"\u003efor\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003edocument_id\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003ein\u003c/span\u003e \u003cspan class=\"pl-s1\"\u003eto_index\u003c/span\u003e:\n \u003cspan class=\"pl-s1\"\u003edata\u003c/span\u003e \u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e \u003cspan class=\"pl-en\"\u003ebytes\u003c/span\u003e(\u003cspan class=\"pl-s1\"\u003ejson\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003edumps\u003c/span\u003e({\u003cspan class=\"pl-s\"\u003e'document_id'\u003c/span\u003e: \u003cspan class=\"pl-s1\"\u003edocument_id\u003c/span\u003e}), \u003cspan class=\"pl-s1\"\u003eencoding\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e'utf-8'\u003c/span\u003e)\n \u003cspan class=\"pl-s1\"\u003eclient\u003c/span\u003e.\u003cspan class=\"pl-c1\"\u003eput_record\u003c/span\u003e(\n \u003cspan class=\"pl-v\"\u003eStreamName\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e'MetadataIsAvailable'\u003c/span\u003e,\n \u003cspan class=\"pl-v\"\u003eData\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s1\"\u003edata\u003c/span\u003e,\n \u003cspan class=\"pl-v\"\u003ePartitionKey\u003c/span\u003e\u003cspan class=\"pl-c1\"\u003e=\u003c/span\u003e\u003cspan class=\"pl-s\"\u003e'0'\u003c/span\u003e\n )\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou should see these records being processed in the agent log output almost\nimmediately. For example:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"agent | application 12/Apr/2018:15:49:18 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447528512983060659815298629634\u0026quot;\nagent | application 12/Apr/2018:15:49:19 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447529721908880274444473335810\u0026quot;\nagent | application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447530930834699889073648041986\u0026quot;\nagent | application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447532139760519503702822748162\u0026quot;\nagent | application 12/Apr/2018:15:49:21 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447533348686339118400716931074\u0026quot;\nagent | application 12/Apr/2018:15:49:22 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447534557612158733029891637250\u0026quot;\nagent | application 12/Apr/2018:15:49:23 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447535766537978347659066343426\u0026quot;\nagent | application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447536975463797962288241049602\u0026quot;\nagent | application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447538184389617576917415755778\u0026quot;\nagent | application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447539393315437191546590461954\u0026quot;\nagent | application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447540602241256806175765168130\u0026quot;\nagent | application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u0026quot;Processing record 49583482484923667520018808447541811167076420804939874306\u0026quot;\"\u003e\u003cpre\u003eagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:18 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447528512983060659815298629634\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:19 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447529721908880274444473335810\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447530930834699889073648041986\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447532139760519503702822748162\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:21 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447533348686339118400716931074\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:22 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447534557612158733029891637250\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:23 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447535766537978347659066343426\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447536975463797962288241049602\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447538184389617576917415755778\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447539393315437191546590461954\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447540602241256806175765168130\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\nagent \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003eProcessing record 49583482484923667520018808447541811167076420804939874306\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDeploying static assets to S3\u003c/h2\u003e\u003ca id=\"user-content-deploying-static-assets-to-s3\" class=\"anchor\" aria-label=\"Permalink: Deploying static assets to S3\" href=\"#deploying-static-assets-to-s3\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAssets in search/static can be deployed to S3 using the included\n\u003ccode\u003eupload_static_assets.py\u003c/code\u003e script that leverages the \u003ccode\u003eFlask-S3 plugin\u003c/code\u003e\n\u003ca href=\"https://flask-s3.readthedocs.io/en/latest/\" rel=\"nofollow\"\u003ehttps://flask-s3.readthedocs.io/en/latest/\u003c/a\u003e`_. Note that this requires AWS\ncredentials that have appropriate permissions for the specified bucket.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo enable the S3-based URLs for the static assets in the templates, simply\nset \u003ccode\u003eFLASKS3_ACTIVE=1\u003c/code\u003e when starting the Flask dev server.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTesting \u0026amp; quality\u003c/h2\u003e\u003ca id=\"user-content-testing--quality\" class=\"anchor\" aria-label=\"Permalink: Testing \u0026amp; quality\" href=\"#testing--quality\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eInstall testing tools with...\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"pipenv install --dev\"\u003e\u003cpre\u003epipenv install --dev\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eTest suite\u003c/h3\u003e\u003ca id=\"user-content-test-suite\" class=\"anchor\" aria-label=\"Permalink: Test suite\" href=\"#test-suite\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eRun the main test suite with...\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"pipenv run nose2 --with-coverage\"\u003e\u003cpre\u003epipenv run nose2 --with-coverage\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eTo include integration tests, the environment variable \u003ccode\u003eWITH_INTEGRATION\u003c/code\u003e.\nE.g.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"WITH_INTEGRATION=1 pipenv run nose2 --with-coverage\"\u003e\u003cpre\u003eWITH_INTEGRATION=1 pipenv run nose2 --with-coverage\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eStatic checking\u003c/h3\u003e\u003ca id=\"user-content-static-checking\" class=\"anchor\" aria-label=\"Permalink: Static checking\" href=\"#static-checking\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eGoal: zero errors/warnings.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eUse \u003ccode\u003e# type: ignore\u003c/code\u003e to disable mypy messages that do not reveal actual\nprogramming errors, and that are impractical to fix. If ignoring without\nverifying, insert a \u003ccode\u003e# TODO: recheck\u003c/code\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIf there is an active \u003ccode\u003emypy\u003c/code\u003e GitHub issue (i.e. it's a bug/limitation in mypy)\nrelevant to missed check, link that for later follow-up.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"pipenv run mypy -p search | grep -v \u0026quot;test.*\u0026quot; | grep -v \u0026quot;defined here\u0026quot;\"\u003e\u003cpre\u003epipenv run mypy -p search \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e grep -v \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003etest.*\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e \u003cspan class=\"pl-k\"\u003e|\u003c/span\u003e grep -v \u003cspan class=\"pl-s\"\u003e\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003edefined here\u003cspan class=\"pl-pds\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eNote that we filter out messages about test modules, and messages about a known\nlimitation of mypy related to \u003ccode\u003edataclasses\u003c/code\u003e support.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDocumentation style\u003c/h3\u003e\u003ca id=\"user-content-documentation-style\" class=\"anchor\" aria-label=\"Permalink: Documentation style\" href=\"#documentation-style\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eGoal: zero errors/warnings.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"pipenv run pydocstyle --convention=numpy --add-ignore=D401 search\"\u003e\u003cpre\u003epipenv run pydocstyle --convention=numpy --add-ignore=D401 search\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLinting\u003c/h3\u003e\u003ca id=\"user-content-linting\" class=\"anchor\" aria-label=\"Permalink: Linting\" href=\"#linting\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eGoal: 9/10 or better.\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"pipenv run pylint search\"\u003e\u003cpre\u003epipenv run pylint search\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eDocumentation\u003c/h2\u003e\u003ca id=\"user-content-documentation\" class=\"anchor\" aria-label=\"Permalink: Documentation\" href=\"#documentation\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThe latest version of the documentation is available at\n\u003ca href=\"https://cul-it.github.com/arxiv-search\"\u003ehttps://cul-it.github.com/arxiv-search\u003c/a\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe source files for the arXiv search service documentation is located in\n\u003ca href=\"/arXiv/arxiv-search/blob/0.5.5/docs\"\u003e\u003ccode\u003edocs/\u003c/code\u003e\u003c/a\u003e.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eTo build the service documentation locally:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"cd docs\npip install -r requirements.txt\nmake [format]\"\u003e\u003cpre\u003e\u003cspan class=\"pl-c1\"\u003ecd\u003c/span\u003e docs\npip install -r requirements.txt\nmake [format]\u003c/pre\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003ewhere [format] can be \u003ccode\u003ehtml\u003c/code\u003e, \u003ccode\u003elatexpdf\u003c/code\u003e. See the ``Sphinx documentation\n\u003ca href=\"http://www.sphinx-doc.org/en/master/\" rel=\"nofollow\"\u003ehttp://www.sphinx-doc.org/en/master/\u003c/a\u003e`_.\u003c/p\u003e\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"arxiv-search","anchor":"arxiv-search","htmlText":"arxiv-search"},{"level":2,"text":"Development quickstart","anchor":"development-quickstart","htmlText":"Development quickstart"},{"level":3,"text":"Running Elasticsearch + Kibana with docker-compose","anchor":"running-elasticsearch--kibana-with-docker-compose","htmlText":"Running Elasticsearch + Kibana with docker-compose"},{"level":4,"text":"Running Elasticsearch without Kibana","anchor":"running-elasticsearch-without-kibana","htmlText":"Running Elasticsearch without Kibana"},{"level":3,"text":"Create \u0026 populate the index","anchor":"create--populate-the-index","htmlText":"Create \u0026amp; populate the index"},{"level":3,"text":"Reindexing","anchor":"reindexing","htmlText":"Reindexing"},{"level":3,"text":"Flask dev server","anchor":"flask-dev-server","htmlText":"Flask dev server"},{"level":2,"text":"Running the indexing agent.","anchor":"running-the-indexing-agent","htmlText":"Running the indexing agent."},{"level":2,"text":"Deploying static assets to S3","anchor":"deploying-static-assets-to-s3","htmlText":"Deploying static assets to S3"},{"level":2,"text":"Testing \u0026 quality","anchor":"testing--quality","htmlText":"Testing \u0026amp; quality"},{"level":3,"text":"Test suite","anchor":"test-suite","htmlText":"Test suite"},{"level":3,"text":"Static checking","anchor":"static-checking","htmlText":"Static checking"},{"level":3,"text":"Documentation style","anchor":"documentation-style","htmlText":"Documentation style"},{"level":3,"text":"Linting","anchor":"linting","htmlText":"Linting"},{"level":2,"text":"Documentation","anchor":"documentation","htmlText":"Documentation"}],"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2FarXiv%2Farxiv-search%2Ftree%2F0.5.5"}},{"displayName":"CODE_OF_CONDUCT.md","repoName":".github","refName":"master","path":"CODE_OF_CONDUCT.md","preferredFileType":"code_of_conduct","tabName":"Code of conduct","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2FarXiv%2Farxiv-search%2Ftree%2F0.5.5"}},{"displayName":"LICENSE","repoName":"arxiv-search","refName":"0.5.5","path":"LICENSE","preferredFileType":"license","tabName":"License","richText":null,"loaded":false,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":null,"siteNavLoginPath":"/login?return_to=https%3A%2F%2Fgithub.com%2FarXiv%2Farxiv-search%2Ftree%2F0.5.5"}}],"overviewFilesProcessingTime":0}},"appPayload":{"helpUrl":"https://docs.github.com","findFileWorkerPath":"/assets-cdn/worker/find-file-worker-2e45fb5767a8.js","findInFileWorkerPath":"/assets-cdn/worker/find-in-file-worker-86832803a5fc.js","githubDevUrl":null,"enabled_features":{"copilot_workspace":null,"code_nav_ui_events":false,"overview_shared_code_dropdown_button":false,"react_blob_overlay":false,"copilot_conversational_ux_embedding_update":false,"copilot_smell_icebreaker_ux":true,"accessible_code_button":true}}}}</script> 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data-variant="invisible" aria-describedby=":Rr9ab:-loading-announcement" id=":Rr9ab:"><svg aria-hidden="true" focusable="false" class="octicon octicon-list-unordered" viewBox="0 0 16 16" width="16" height="16" fill="currentColor" style="display:inline-block;user-select:none;vertical-align:text-bottom;overflow:visible"><path d="M5.75 2.5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5Zm0 5h8.5a.75.75 0 0 1 0 1.5h-8.5a.75.75 0 0 1 0-1.5ZM2 14a1 1 0 1 1 0-2 1 1 0 0 1 0 2Zm1-6a1 1 0 1 1-2 0 1 1 0 0 1 2 0ZM2 4a1 1 0 1 1 0-2 1 1 0 0 1 0 2Z"></path></svg></button></div><div class="Box-sc-g0xbh4-0 QkQOb js-snippet-clipboard-copy-unpositioned undefined" data-hpc="true"><article class="markdown-body entry-content container-lg" itemprop="text"><div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">arxiv-search</h1><a id="user-content-arxiv-search" class="anchor" aria-label="Permalink: arxiv-search" href="#arxiv-search"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Development quickstart</h2><a id="user-content-development-quickstart" class="anchor" aria-label="Permalink: Development quickstart" href="#development-quickstart"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Running Elasticsearch + Kibana with docker-compose</h3><a id="user-content-running-elasticsearch--kibana-with-docker-compose" class="anchor" aria-label="Permalink: Running Elasticsearch + Kibana with docker-compose" href="#running-elasticsearch--kibana-with-docker-compose"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The easiest way to spin up ES and Kibana is using the included <code>docker-compose.yml</code> file. This will start ES and Kibana on a custom network. The ES service ports 9200 and 9300, and Kibana service port 5601, will be mapped to localhost.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="docker-compose up"><pre>docker-compose up</pre></div> <p dir="auto">Kibana will be available at <a href="http://127.0.0.1:5601/" rel="nofollow">http://127.0.0.1:5601/</a>. The containers started by docker-compose can be stopped with <code>docker-compose down</code> from the same directory.</p> <p dir="auto">Make sure that you have a recent version of <code>docker-compose</code>; this is confirmed to work with version 1.18.</p> <p dir="auto">Note that connection configuration variables for the search service are set in <code>search/config.py</code>, where they are read from the environment. The arXiv search service expects the ES service to be available at <a href="http://localhost:9200" rel="nofollow">http://localhost:9200</a> by default. Hence, you should be able to start ES using docker-compose as above and make no configuration changes to the arXiv search service.</p> <div class="markdown-heading" dir="auto"><h4 tabindex="-1" class="heading-element" dir="auto">Running Elasticsearch without Kibana</h4><a id="user-content-running-elasticsearch-without-kibana" class="anchor" aria-label="Permalink: Running Elasticsearch without Kibana" href="#running-elasticsearch-without-kibana"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Alternatively, you can start up ES on its own. Be sure to map port 9200 to the host machine, so that arXiv search can find it.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="docker build -t "arxiv/elasticsearch" -f ./Dockerfile-elasticsearch . docker run -it \ -e "http.host=0.0.0.0" \ -e "transport.host=127.0.0.1" \ -p 9200:9200 -p 9300:9300 arxiv/elasticsearch"><pre>docker build -t <span class="pl-s"><span class="pl-pds">"</span>arxiv/elasticsearch<span class="pl-pds">"</span></span> -f ./Dockerfile-elasticsearch <span class="pl-c1">.</span> docker run -it \ -e <span class="pl-s"><span class="pl-pds">"</span>http.host=0.0.0.0<span class="pl-pds">"</span></span> \ -e <span class="pl-s"><span class="pl-pds">"</span>transport.host=127.0.0.1<span class="pl-pds">"</span></span> \ -p 9200:9200 -p 9300:9300 arxiv/elasticsearch</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Create & populate the index</h3><a id="user-content-create--populate-the-index" class="anchor" aria-label="Permalink: Create & populate the index" href="#create--populate-the-index"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">A couple of helper scripts are included to create and populate the search index. Note that you will need to have access to the /docmeta endpoint, which is only accessible from the CUL network.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="pipenv install FLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python create_index.py FLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python bulk_index.py"><pre>pipenv install FLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python create_index.py FLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run python bulk_index.py</pre></div> <p dir="auto"><code>bulk_index.py</code> without parameters populate the index with the list of papers defined in <code>tests/data/sample.json</code>. It take several minutes to run. Individual paper IDs may be specified with the <code>--paper_id</code> parameter.</p> <p dir="auto">To check for missing records, use <code>audit.py</code>:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="ELASTICSEARCH_HOST=127.0.0.1 ELASTICSEARCH_INDEX=arxiv pipenv run python audit.py -l list_of_papers.txt -o missing.txt"><pre>ELASTICSEARCH_HOST=127.0.0.1 ELASTICSEARCH_INDEX=arxiv pipenv run python audit.py -l list_of_papers.txt -o missing.txt</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Reindexing</h3><a id="user-content-reindexing" class="anchor" aria-label="Permalink: Reindexing" href="#reindexing"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">ElasticSearch can perform reindexing by copying documents from one index to another index with a different mapping. <code>reindex.py</code> will initiate the reindexing process, and poll for completion until all of the documents are processed. If the destination index does not already exist, it will be created using the current configured mapping.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="FLASK_APP=app.py ELASTICSEARCH_HOST=127.0.0.1 pipenv run python reindex.py OLD_INDEX NEW_INDEX"><pre>FLASK_APP=app.py ELASTICSEARCH_HOST=127.0.0.1 pipenv run python reindex.py OLD_INDEX NEW_INDEX</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Flask dev server</h3><a id="user-content-flask-dev-server" class="anchor" aria-label="Permalink: Flask dev server" href="#flask-dev-server"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can spin up the search app directly.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="FLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run"><pre>FLASK_APP=app.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run</pre></div> <p dir="auto">This will monitor any of the Python bits for changes and restart the server. Unfortunately static files and templates are not monitored, so you'll have to manually restart to see those changes take effect.</p> <p dir="auto">If all goes well... <a href="http://127.0.0.1:5000/" rel="nofollow">http://127.0.0.1:5000/</a> should render the basic search page.</p> <p dir="auto">You can run the API in dev mode by changing <code>FLASK_APP</code> to point to <code>api.py</code>, i.e.:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="FLASK_APP=api.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run"><pre>FLASK_APP=api.py FLASK_DEBUG=1 ELASTICSEARCH_HOST=127.0.0.1 pipenv run flask run</pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Running the indexing agent.</h2><a id="user-content-running-the-indexing-agent" class="anchor" aria-label="Permalink: Running the indexing agent." href="#running-the-indexing-agent"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The indexing agent is responsible for updating the search index as new papers are published. By default, docker-compose will also start the search index and a service called <a href="https://github.com/localstack/localstack">Localstack</a> that provides a local Kinesis stream for testing/development purposes.</p> <p dir="auto">To disable the agent and localstack, just comment out those services in <code>docker-compose.yml</code>.</p> <p dir="auto">The agent takes a little longer than the other services to start. Early in the startup, you'll see something like:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="agent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: "New consumer for MetadataIsAvailable (0)" agent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: "Getting a new connection to Kinesis at https://localstack:4568 in region us-east-1, with SSL verification=False" agent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: "Waiting for MetadataIsAvailable to be available" agent | application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - ERROR: "Waiting for stream MetadataIsAvailable""><pre>agent <span class="pl-k">|</span> application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>New consumer for MetadataIsAvailable (0)<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Getting a new connection to Kinesis at https://localstack:4568 in region us-east-1, with SSL verification=False<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Waiting for MetadataIsAvailable to be available<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:43:13 +0000 - search.agent.base - None - [arxiv:null] - ERROR: <span class="pl-s"><span class="pl-pds">"</span>Waiting for stream MetadataIsAvailable<span class="pl-pds">"</span></span></pre></div> <p dir="auto">A little while later, when localstack and the indexing agent are running, you should see something like:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="agent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: "Failed to get stream while waiting" agent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: "Could not connect to stream; attempting to create" agent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: "Created; waiting for MetadataIsAvailable again" agent | application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: "Waiting for stream MetadataIsAvailable" localstack | Ready. agent | application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: "Ready to start" agent | application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: "Starting processing from position 49583482132750299344823207796409748205413425533752967170 on stream MetadataIsAvailable and shard 0""><pre>agent <span class="pl-k">|</span> application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: <span class="pl-s"><span class="pl-pds">"</span>Failed to get stream while waiting<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Could not connect to stream; attempting to create<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Created; waiting for MetadataIsAvailable again<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:44:14 +0000 - search.agent.base - None - [arxiv:null] - ERROR: <span class="pl-s"><span class="pl-pds">"</span>Waiting for stream MetadataIsAvailable<span class="pl-pds">"</span></span> localstack <span class="pl-k">|</span> Ready. agent <span class="pl-k">|</span> application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Ready to start<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:44:24 +0000 - search.agent.base - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Starting processing from position 49583482132750299344823207796409748205413425533752967170 on stream MetadataIsAvailable and shard 0<span class="pl-pds">"</span></span></pre></div> <p dir="auto">Note that Kinesis will be mounted locally on port 5586. It will be using SSL, but with an invalid certificate. You can connect to this local Kinesis using:</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="import boto3 client = boto3.client( 'kinesis', region_name='us-east-1', endpoint_url="https://localhost:5568", aws_access_key_id='foo', aws_secret_access_key='bar', verify=False )"><pre><span class="pl-k">import</span> <span class="pl-s1">boto3</span> <span class="pl-s1">client</span> <span class="pl-c1">=</span> <span class="pl-s1">boto3</span>.<span class="pl-c1">client</span>( <span class="pl-s">'kinesis'</span>, <span class="pl-s1">region_name</span><span class="pl-c1">=</span><span class="pl-s">'us-east-1'</span>, <span class="pl-s1">endpoint_url</span><span class="pl-c1">=</span><span class="pl-s">"https://localhost:5568"</span>, <span class="pl-s1">aws_access_key_id</span><span class="pl-c1">=</span><span class="pl-s">'foo'</span>, <span class="pl-s1">aws_secret_access_key</span><span class="pl-c1">=</span><span class="pl-s">'bar'</span>, <span class="pl-s1">verify</span><span class="pl-c1">=</span><span class="pl-c1">False</span> )</pre></div> <p dir="auto">To verify that the agent is working correctly, try adding some records to the stream.</p> <div class="highlight highlight-source-python notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="import json to_index = [ "1712.04442", "1511.07473", "1604.04228", "1403.6219", "1404.3450", "1703.09067", "1408.6682", "1607.05107", "1509.08727", "1710.01597", "1708.07156", "1401.1012", ] for document_id in to_index: data = bytes(json.dumps({'document_id': document_id}), encoding='utf-8') client.put_record( StreamName='MetadataIsAvailable', Data=data, PartitionKey='0' ) "><pre><span class="pl-k">import</span> <span class="pl-s1">json</span> <span class="pl-s1">to_index</span> <span class="pl-c1">=</span> [ <span class="pl-s">"1712.04442"</span>, <span class="pl-s">"1511.07473"</span>, <span class="pl-s">"1604.04228"</span>, <span class="pl-s">"1403.6219"</span>, <span class="pl-s">"1404.3450"</span>, <span class="pl-s">"1703.09067"</span>, <span class="pl-s">"1408.6682"</span>, <span class="pl-s">"1607.05107"</span>, <span class="pl-s">"1509.08727"</span>, <span class="pl-s">"1710.01597"</span>, <span class="pl-s">"1708.07156"</span>, <span class="pl-s">"1401.1012"</span>, ] <span class="pl-k">for</span> <span class="pl-s1">document_id</span> <span class="pl-c1">in</span> <span class="pl-s1">to_index</span>: <span class="pl-s1">data</span> <span class="pl-c1">=</span> <span class="pl-en">bytes</span>(<span class="pl-s1">json</span>.<span class="pl-c1">dumps</span>({<span class="pl-s">'document_id'</span>: <span class="pl-s1">document_id</span>}), <span class="pl-s1">encoding</span><span class="pl-c1">=</span><span class="pl-s">'utf-8'</span>) <span class="pl-s1">client</span>.<span class="pl-c1">put_record</span>( <span class="pl-v">StreamName</span><span class="pl-c1">=</span><span class="pl-s">'MetadataIsAvailable'</span>, <span class="pl-v">Data</span><span class="pl-c1">=</span><span class="pl-s1">data</span>, <span class="pl-v">PartitionKey</span><span class="pl-c1">=</span><span class="pl-s">'0'</span> )</pre></div> <p dir="auto">You should see these records being processed in the agent log output almost immediately. For example:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="agent | application 12/Apr/2018:15:49:18 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447528512983060659815298629634" agent | application 12/Apr/2018:15:49:19 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447529721908880274444473335810" agent | application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447530930834699889073648041986" agent | application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447532139760519503702822748162" agent | application 12/Apr/2018:15:49:21 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447533348686339118400716931074" agent | application 12/Apr/2018:15:49:22 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447534557612158733029891637250" agent | application 12/Apr/2018:15:49:23 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447535766537978347659066343426" agent | application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447536975463797962288241049602" agent | application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447538184389617576917415755778" agent | application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447539393315437191546590461954" agent | application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447540602241256806175765168130" agent | application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: "Processing record 49583482484923667520018808447541811167076420804939874306""><pre>agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:18 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447528512983060659815298629634<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:19 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447529721908880274444473335810<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447530930834699889073648041986<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:20 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447532139760519503702822748162<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:21 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447533348686339118400716931074<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:22 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447534557612158733029891637250<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:23 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447535766537978347659066343426<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447536975463797962288241049602<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:24 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447538184389617576917415755778<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447539393315437191546590461954<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447540602241256806175765168130<span class="pl-pds">"</span></span> agent <span class="pl-k">|</span> application 12/Apr/2018:15:49:25 +0000 - search.agent.consumer - None - [arxiv:null] - INFO: <span class="pl-s"><span class="pl-pds">"</span>Processing record 49583482484923667520018808447541811167076420804939874306<span class="pl-pds">"</span></span></pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Deploying static assets to S3</h2><a id="user-content-deploying-static-assets-to-s3" class="anchor" aria-label="Permalink: Deploying static assets to S3" href="#deploying-static-assets-to-s3"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Assets in search/static can be deployed to S3 using the included <code>upload_static_assets.py</code> script that leverages the <code>Flask-S3 plugin</code> <a href="https://flask-s3.readthedocs.io/en/latest/" rel="nofollow">https://flask-s3.readthedocs.io/en/latest/</a>`_. Note that this requires AWS credentials that have appropriate permissions for the specified bucket.</p> <p dir="auto">To enable the S3-based URLs for the static assets in the templates, simply set <code>FLASKS3_ACTIVE=1</code> when starting the Flask dev server.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Testing & quality</h2><a id="user-content-testing--quality" class="anchor" aria-label="Permalink: Testing & quality" href="#testing--quality"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Install testing tools with...</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="pipenv install --dev"><pre>pipenv install --dev</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Test suite</h3><a id="user-content-test-suite" class="anchor" aria-label="Permalink: Test suite" href="#test-suite"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Run the main test suite with...</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="pipenv run nose2 --with-coverage"><pre>pipenv run nose2 --with-coverage</pre></div> <p dir="auto">To include integration tests, the environment variable <code>WITH_INTEGRATION</code>. E.g.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="WITH_INTEGRATION=1 pipenv run nose2 --with-coverage"><pre>WITH_INTEGRATION=1 pipenv run nose2 --with-coverage</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Static checking</h3><a id="user-content-static-checking" class="anchor" aria-label="Permalink: Static checking" href="#static-checking"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Goal: zero errors/warnings.</p> <p dir="auto">Use <code># type: ignore</code> to disable mypy messages that do not reveal actual programming errors, and that are impractical to fix. If ignoring without verifying, insert a <code># TODO: recheck</code>.</p> <p dir="auto">If there is an active <code>mypy</code> GitHub issue (i.e. it's a bug/limitation in mypy) relevant to missed check, link that for later follow-up.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="pipenv run mypy -p search | grep -v "test.*" | grep -v "defined here""><pre>pipenv run mypy -p search <span class="pl-k">|</span> grep -v <span class="pl-s"><span class="pl-pds">"</span>test.*<span class="pl-pds">"</span></span> <span class="pl-k">|</span> grep -v <span class="pl-s"><span class="pl-pds">"</span>defined here<span class="pl-pds">"</span></span></pre></div> <p dir="auto">Note that we filter out messages about test modules, and messages about a known limitation of mypy related to <code>dataclasses</code> support.</p> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Documentation style</h3><a id="user-content-documentation-style" class="anchor" aria-label="Permalink: Documentation style" href="#documentation-style"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Goal: zero errors/warnings.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="pipenv run pydocstyle --convention=numpy --add-ignore=D401 search"><pre>pipenv run pydocstyle --convention=numpy --add-ignore=D401 search</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Linting</h3><a id="user-content-linting" class="anchor" aria-label="Permalink: Linting" href="#linting"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Goal: 9/10 or better.</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="pipenv run pylint search"><pre>pipenv run pylint search</pre></div> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Documentation</h2><a id="user-content-documentation" class="anchor" aria-label="Permalink: Documentation" href="#documentation"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">The latest version of the documentation is available at <a href="https://cul-it.github.com/arxiv-search">https://cul-it.github.com/arxiv-search</a>.</p> <p dir="auto">The source files for the arXiv search service documentation is located in <a href="/arXiv/arxiv-search/blob/0.5.5/docs"><code>docs/</code></a>.</p> <p dir="auto">To build the service documentation locally:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="cd docs pip install -r requirements.txt make [format]"><pre><span class="pl-c1">cd</span> docs pip install -r requirements.txt make [format]</pre></div> <p dir="auto">where [format] can be <code>html</code>, <code>latexpdf</code>. See the ``Sphinx documentation <a href="http://www.sphinx-doc.org/en/master/" rel="nofollow">http://www.sphinx-doc.org/en/master/</a>`_.</p> </article></div></div></div></div></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-partial> <input type="hidden" data-csrf="true" value="wz0y3B69F9Oo0+MYGvyPbU4KMeWwtfr4WhG1qnfozIj8WeqVhQz6TQ+qiJWuzTOjKs5aSJc/6kIzUxsLXc0BvA==" /> </div> <div data-view-component="true" class="Layout-sidebar"> <div class="BorderGrid about-margin" data-pjax> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <div class="hide-sm hide-md"> <h2 class="mb-3 h4">About</h2> <p class="f4 my-3"> arXiv Search UI & APIs </p> <div class="my-3 d-flex flex-items-center"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link flex-shrink-0 mr-2"> <path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 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src="/arXiv/arxiv-search/hovercards/citation/sidebar_partial?tree_name=0.5.5"> </include-fragment> <div class="mt-2"> <a href="/arXiv/arxiv-search/activity" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-pulse mr-2"> <path d="M6 2c.306 0 .582.187.696.471L10 10.731l1.304-3.26A.751.751 0 0 1 12 7h3.25a.75.75 0 0 1 0 1.5h-2.742l-1.812 4.528a.751.751 0 0 1-1.392 0L6 4.77 4.696 8.03A.75.75 0 0 1 4 8.5H.75a.75.75 0 0 1 0-1.5h2.742l1.812-4.529A.751.751 0 0 1 6 2Z"></path> </svg> <span class="color-fg-muted">Activity</span></a> </div> <div class="mt-2"> <a href="/arXiv/arxiv-search/custom-properties" data-view-component="true" class="Link Link--muted"><svg text="gray" aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-note mr-2"> <path d="M0 3.75C0 2.784.784 2 1.75 2h12.5c.966 0 1.75.784 1.75 1.75v8.5A1.75 1.75 0 0 1 14.25 14H1.75A1.75 1.75 0 0 1 0 12.25Zm1.75-.25a.25.25 0 0 0-.25.25v8.5c0 .138.112.25.25.25h12.5a.25.25 0 0 0 .25-.25v-8.5a.25.25 0 0 0-.25-.25ZM3.5 6.25a.75.75 0 0 1 .75-.75h7a.75.75 0 0 1 0 1.5h-7a.75.75 0 0 1-.75-.75Zm.75 2.25h4a.75.75 0 0 1 0 1.5h-4a.75.75 0 0 1 0-1.5Z"></path> </svg> <span class="color-fg-muted">Custom properties</span></a> </div> <h3 class="sr-only">Stars</h3> <div class="mt-2"> <a href="/arXiv/arxiv-search/stargazers" data-view-component="true" class="Link Link--muted"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-star mr-2"> <path d="M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 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6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> You can’t perform that action at this time. </div> <template id="site-details-dialog"> <details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open> <summary role="button" aria-label="Close dialog"></summary> <details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal"> <button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <div class="octocat-spinner my-6 js-details-dialog-spinner"></div> </details-dialog> </details> </template> <div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;"> <div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;"> </div> </div> <template id="snippet-clipboard-copy-button"> <div class="zeroclipboard-container position-absolute right-0 top-0"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> <template id="snippet-clipboard-copy-button-unpositioned"> <div class="zeroclipboard-container"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> </div> <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div> <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div> </body> </html>