{"id":15704102,"url":"https://github.com/macbre/query-digest","last_synced_at":"2025-05-12T16:33:00.875Z","repository":{"id":141988061,"uuid":"94119091","full_name":"macbre/query-digest","owner":"macbre","description":"A dynamic code analysis tool that processes SQL queries logs and data flow information","archived":false,"fork":false,"pushed_at":"2018-12-09T17:48:01.000Z","size":99,"stargazers_count":7,"open_issues_count":2,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-01T00:38:33.057Z","etag":null,"topics":["data-flow","database","elasticsearch","mysql","performance-visualization","query","query-digest","sql","sql-logs","sus","sustainability"],"latest_commit_sha":null,"homepage":"https://medium.com/legacy-systems-diary/cross-components-data-flow-417830569e37","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/macbre.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2017-06-12T16:47:42.000Z","updated_at":"2024-04-24T19:23:18.000Z","dependencies_parsed_at":"2023-09-29T03:51:19.611Z","dependency_job_id":null,"html_url":"https://github.com/macbre/query-digest","commit_stats":{"total_commits":109,"total_committers":2,"mean_commits":54.5,"dds":0.01834862385321101,"last_synced_commit":"02975b18cfe82b298f4c229a31c96fb470d0887f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/macbre%2Fquery-digest","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/macbre%2Fquery-digest/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/macbre%2Fquery-digest/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/macbre%2Fquery-digest/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/macbre","download_url":"https://codeload.github.com/macbre/query-digest/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253777149,"owners_count":21962635,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-flow","database","elasticsearch","mysql","performance-visualization","query","query-digest","sql","sql-logs","sus","sustainability"],"created_at":"2024-10-03T20:10:21.268Z","updated_at":"2025-05-12T16:33:00.833Z","avatar_url":"https://github.com/macbre.png","language":"Python","readme":"query-digest [![Build Status](https://travis-ci.org/macbre/query-digest.svg?branch=master)](https://travis-ci.org/macbre/query-digest)\n============\n\nThis is a **dynamic code analysis tool** that processes last hour of **SQL queries logs generated by MediaWiki and Perl backend scripts** in SJC prod environment, **SQL queries made by a given Pandora service** and reports\nthose made by given feature (use `--path` option) or involving given table (use `--table` option).\n\nYou can provide a **raw SQL log file** via `--file` option. Each line should consist a single SQL query.\n\nIt then reports the following:\n\n* the source host type (web, offline)\n* normalized query\n* method that called it\n* median query time\n* no of query calls\n* sum of query times\n* median of rows returned\n\n## Output modes\n\n* a default one will output a table with all the data above\n* `--simple` will emit a simplified view\n* `--csv` will emit CSV-formatted statistics for further processing\n* `--data-flow` will emit TSV [suitable for visualization](https://github.com/macbre/data-flow-graph) ([**an example**](https://macbre.github.io/data-flow-graph/gist.html#29e4e18743b863540ada31d66af80eff))\n* `--sql-log` will emit real queries SQL log [suitable as `index-digest` input](https://github.com/macbre/index-digest)\n\n## Install\n\n```bash\nsudo apt-get install python-pip virtualenv\nvirtualenv env\nsource env/bin/activate\nmake install\n```\n\n## Run it\n\n\u003e `DEBUG=1` env variable will enable debug level logging\n\n```\nquery_digest --file=/var/log/queries.log\n\nquery_digest --path=\"/extensions/wikia/Wall\"\nquery_digest --path=\"/extensions/wikia/Wall\" --csv\n\nquery_digest --table=wall_notification\nquery_digest --table=wall_notification --csv\n\nquery_digest --table=image_review --data-flow\n\nquery_digest --service=content-entity-worker\nquery_digest --service=content-entity-worker --csv\n\nquery_digest --database=statsdb --sql-log\n```\n\n## Visualizing the data flow\n\n![](https://raw.githubusercontent.com/macbre/data-flow-graph/master/docs/data-flow-example.png)\n\n`query_digest` generates TSV file that can be consumed by [`data-flow-graph`](https://github.com/macbre/data-flow-graph). Simply follow these three steps:\n\n* run `query_digest` with `--data-flow` option\n* copy generated TSV and pasted it on [Gist](https://gist.github.com/)\n* visit [`data-flow-graph` Gist viever](https://macbre.github.io/data-flow-graph/gist.html]) and paste the Gist URL\n\n\u003e Please note that TSV rows can be combined - i.e. you can have a graph of data-flow of two different features, services, databases on a single screen.\n\nHere's an [example with data flow around backend tables](https://macbre.github.io/data-flow-graph/gist.html#0e176d667f79ab1124b85e3a389c7df8)\n\n## Example output\n\n```\n2017-02-03 14:31:01 kibana INFO 500000 rows returned in 4599 ms\n2017-02-03 14:31:56 query_digest INFO Processing 500000 queries...\n2017-02-03 14:31:58 query_digest INFO Got 38 kinds of queries\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| query | method | dbname | source_host | count | time_sum | time_median | rows_sum | rows_median |\n+===========================================================================================================================================================================================================================================================================================================================================================================+==============================================================================================+============+===============+=========+===============+===============+============+===============+\n| SELECT * FROM `comments_index` WHERE comment_id = X LIMIT N | CommentsIndex::selectRow | local | ap | 322667 | 145401 | 0.334978 | 322582 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT min(rev_id) FROM `revision` WHERE rev_page = X LIMIT N | ArticleComment::getFirstRevID | local | ap | 70004 | 29422.8 | 0.265837 | 70004 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `page` WHERE page_id = X LIMIT N | Title::newFromID | local | ap | 22152 | 9650.71 | 0.309944 | 22047 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT N FROM `wall_related_pages` LIMIT N | DatabaseBase::tableExists | local | ap | 9647 | 5778.94 | 0.279188 | 8193 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| COMMIT | ExternalUser_Wikia::linkToLocal | local | ap | 15280 | 5283.3 | 0.228882 | 7379 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `user_properties` WHERE up_user = X | User::loadOptions | wikicities | ap | 8009 | 3669.72 | 0.306845 | 176211 | 16 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT props FROM `page_wikia_props` WHERE page_id = X AND propname = X | wfGetWikiaPageProp | local | ap | 6535 | 3654.12 | 0.335932 | 2266 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT ug_group FROM `user_groups` WHERE ug_user = X | Wikia\\Service\\User\\Permissions\\PermissionsServiceImpl::loadLocalGroups | local | ap | 8399 | 3458.95 | 0.266075 | 2989 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `wikicities_cN`.`user` WHERE user_id = X LIMIT N | User::loadFromDatabase | local | ap | 7642 | 3306.17 | 0.294209 | 7639 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `user` WHERE user_id = X LIMIT N | ExternalUser_Wikia::initFromCond | wikicities | ap | 5770 | 2266.82 | 0.256062 | 5767 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT blob_text FROM `blobs` WHERE blob_id = X LIMIT N | ExternalStoreDB::fetchBlob | blobs20141 | ap | 2378 | 1916.49 | 0.611544 | 2378 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (User::loadFromDatabase) | local | ap | 5857 | 1662.11 | 0.170946 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT old_text,old_flags FROM `text` WHERE old_id = X LIMIT N | Revision::loadText | local | ap | 2290 | 1361.15 | 0.338078 | 2289 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (DatabaseBase::tableExists) | local | ap | 6000 | 1259.57 | 0.144005 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| Important table write - UPDATE `page` SET page_touched = X WHERE page_id = X | Title::invalidateCache | local | ap | 1826 | 800.683 | 0.300884 | 1825 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (Wikia\\Service\\User\\Permissions\\PermissionsServiceImpl::loadLocalGroups) | local | ap | 2435 | 684.73 | 0.174999 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT user_editcount FROM `wikicities_cN`.`user` WHERE user_id = X LIMIT N | User::edits | local | ap | 1598 | 562.134 | 0.234485 | 1597 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT user_name FROM `wikicities_cN`.`user` WHERE user_id = X LIMIT N | User::whoIs | local | ap | 834 | 307.828 | 0.249505 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| INSERT INTO `wall_history` (parent_page_id,post_user_id,post_ns,post_user_ip,is_reply,comment_id,parent_comment_id,metatitle,reason,action,revision_id) VALUES (X,X,X,NULL,'XNXNXFun facts #NXThread movedXNXN') | DatabaseBase::insert | local | ap | 236 | 258.164 | 0.57745 | 236 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| COMMIT | WikiPage::doPurge | local | ap | 21 | 30.3991 | 1.08814 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (Title::newFromID) | local | ap | 101 | 27.3879 | 0.123978 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT page_id, count(*) as cnt FROM `wall_related_pages` WHERE comment_id = X GROUP BY page_id ORDER BY order_index | WallRelatedPages::getMessagesRelatedArticleIds | local | ap | 59 | 23.833 | 0.316143 | 17 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `comments_index` WHERE comment_id = X LIMIT N | CommentsIndex::selectRow | local | task | 70 | 23.2508 | 0.306487 | 39 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT page_id,page_len,page_is_redirect,page_latest FROM `page` WHERE page_namespace = X AND page_title = X LIMIT N | LinkCache::addLinkObj | local | ap | 41 | 19.6617 | 0.247955 | 41 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (DatabaseBase::insert) | local | ap | 53 | 11.0331 | 0.135899 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (CommentsIndex::selectRow) | local | ap | 24 | 11.0061 | 0.157952 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `page_restrictions` WHERE pr_page = X | Title::loadRestrictions | local | ap | 23 | 8.36468 | 0.31805 | 20 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT rev_id,rev_page,rev_text_id,rev_timestamp,rev_comment,rev_user_text,rev_user,rev_minor_edit,rev_deleted,rev_len,rev_parent_id,rev_shaN,page_namespace,page_title,page_id,page_latest,user_name FROM `revision` INNER JOIN `page` ON ((page_id = rev_page)) LEFT JOIN `wikicities_cN`.`user` ON ((rev_user != N) AND (user_id = rev_user)) WHERE rev_id = X LIMIT N | Revision::fetchFromConds | local | ap | 8 | 7.44081 | 0.385523 | 7 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT distinct comment_id FROM comments_index WHERE parent_comment_id = X AND comment_id \u003e X ORDER BY comment_id LIMIT N | WallThread:getReplyIdsFromDB | local | ap | 3 | 3.60012 | 0.788927 | 77 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (User::edits) | local | ap | 10 | 2.00319 | 0.215054 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (Title::invalidateCache) | local | ap | 8 | 1.82891 | 0.247955 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SHOW SLAVE STATUS | DatabaseMysqlBase::getLagFromSlaveStatus | blobs20141 | ap | 5 | 1.31226 | 0.200987 | 5 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `page` WHERE page_id = X LIMIT N | Title::newFromID | local | task | 4 | 1.11771 | 0.27144 | 4 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT * FROM `ipblocks` WHERE ipb_address = X | Block::newLoad | local | ap | 2 | 0.793219 | 0.396609 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| SELECT page_id,page_namespace,page_title,page_restrictions,page_counter,page_is_redirect,page_is_new,page_random,page_touched,page_latest,page_len FROM `page` WHERE page_id = X LIMIT N | WikiPage::newFromID | local | ap | 2 | 0.625134 | 0.312567 | 2 | 1 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (ExternalStoreDB::fetchBlob) | blobs20132 | ap | 3 | 0.608921 | 0.202179 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (ArticleComment::getFirstRevID) | local | ap | 2 | 0.452995 | 0.226498 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\n| BEGIN | DatabaseBase::query (ExternalUser_Wikia::initFromCond) | wikicities | ap | 2 | 0.236034 | 0.118017 | 0 | 0 |\n+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+------------+---------------+---------+---------------+---------------+------------+---------------+\nNote: times are in [ms], queries are normalized\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmacbre%2Fquery-digest","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmacbre%2Fquery-digest","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmacbre%2Fquery-digest/lists"}