{"action":"created","comment":{"url":"https://api.github.com/repos/druid-io/druid/pulls/comments/27473389","id":27473389,"diff_hunk":"@@ -0,0 +1,67 @@\n+---\n+layout: doc_page\n+---\n+# Ingestion Overview\n+\n+There are a couple of different ways to get data into Druid. We hope to unify things in the near future, but for the time being\n+the method you choose to ingest your data into Druid should be driven by your use case.\n+\n+## Streaming Data\n+\n+If you have a continuous stream of data, there are a few options to get your data into Druid. It should be noted that the current state of real-time ingestion in Druid,\n+like many other popular stream infrastructure open source projects, does not guarantee exactly once processing. The real-time pipeline is meant to surface insights on\n+ events as they are occurring. For an accurate copy of ingested data, an accompanying batch pipeline is required. We are working towards a streaming only word, but for\n+ the time being, we recommended running a lambda architecture.","path":"docs/content/Ingestion-overview.md","position":14,"original_position":14,"commit_id":"b1c1943ac1500c3ce70581c685eeef001951b312","original_commit_id":"b1c1943ac1500c3ce70581c685eeef001951b312","user":{"login":"rasahner","id":3065997,"avatar_url":"https://avatars.githubusercontent.com/u/3065997?v=3","gravatar_id":"","url":"https://api.github.com/users/rasahner","html_url":"https://github.com/rasahner","followers_url":"https://api.github.com/users/rasahner/followers","following_url":"https://api.github.com/users/rasahner/following{/other_user}","gists_url":"https://api.github.com/users/rasahner/gists{/gist_id}","starred_url":"https://api.github.com/users/rasahner/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rasahner/subscriptions","organizations_url":"https://api.github.com/users/rasahner/orgs","repos_url":"https://api.github.com/users/rasahner/repos","events_url":"https://api.github.com/users/rasahner/events{/privacy}","received_events_url":"https://api.github.com/users/rasahner/received_events","type":"User","site_admin":false},"body":"\"we recommended\" should be \"we recommend\".    ","created_at":"2015-03-31T12:18:56Z","updated_at":"2015-03-31T12:18:56Z","html_url":"https://github.com/druid-io/druid/pull/1247#discussion_r27473389","pull_request_url":"https://api.github.com/repos/druid-io/druid/pulls/1247","_links":{"self":{"href":"https://api.github.com/repos/druid-io/druid/pulls/comments/27473389"},"html":{"href":"https://github.com/druid-io/druid/pull/1247#discussion_r27473389"},"pull_request":{"href":"https://api.github.com/repos/druid-io/druid/pulls/1247"}}},"pull_request":{"url":"https://api.github.com/repos/druid-io/druid/pulls/1247","id":32152827,"html_url":"https://github.com/druid-io/druid/pull/1247","diff_url":"https://github.com/druid-io/druid/pull/1247.diff","patch_url":"https://github.com/druid-io/druid/pull/1247.patch","issue_url":"https://api.github.com/repos/druid-io/druid/issues/1247","number":1247,"state":"open","locked":false,"title":"Rework the Druid documentation","user":{"login":"fjy","id":428325,"avatar_url":"https://avatars.githubusercontent.com/u/428325?v=3","gravatar_id":"","url":"https://api.github.com/users/fjy","html_url":"https://github.com/fjy","followers_url":"https://api.github.com/users/fjy/followers","following_url":"https://api.github.com/users/fjy/following{/other_user}","gists_url":"https://api.github.com/users/fjy/gists{/gist_id}","starred_url":"https://api.github.com/users/fjy/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fjy/subscriptions","organizations_url":"https://api.github.com/users/fjy/orgs","repos_url":"https://api.github.com/users/fjy/repos","events_url":"https://api.github.com/users/fjy/events{/privacy}","received_events_url":"https://api.github.com/users/fjy/received_events","type":"User","site_admin":false},"body":"Opening this up to initial review.\r\n\r\nI may still want to add \r\n* \"Selecting and Tuning Hardware\":\r\n* \"High Availability\":\r\n* \"Updating Historical Data\":\r\n* \"Scaling the Cluster\":\r\n\r\nTo the operations section in the next few days","created_at":"2015-03-27T23:16:39Z","updated_at":"2015-03-31T12:18:56Z","closed_at":null,"merged_at":null,"merge_commit_sha":"e440de5ca33c51f9b65bfefd44447f81b841fc53","assignee":null,"milestone":null,"commits_url":"https://api.github.com/repos/druid-io/druid/pulls/1247/commits","review_comments_url":"https://api.github.com/repos/druid-io/druid/pulls/1247/comments","review_comment_url":"https://api.github.com/repos/druid-io/druid/pulls/comments{/number}","comments_url":"https://api.github.com/repos/druid-io/druid/issues/1247/comments","statuses_url":"https://api.github.com/repos/druid-io/druid/statuses/b1c1943ac1500c3ce70581c685eeef001951b312","head":{"label":"druid-io:new-docs","ref":"new-docs","sha":"b1c1943ac1500c3ce70581c685eeef001951b312","user":{"login":"druid-io","id":4203474,"avatar_url":"https://avatars.githubusercontent.com/u/4203474?v=3","gravatar_id":"","url":"https://api.github.com/users/druid-io","html_url":"https://github.com/druid-io","followers_url":"https://api.github.com/users/druid-io/followers","following_url":"https://api.github.com/users/druid-io/following{/other_user}","gists_url":"https://api.github.com/users/druid-io/gists{/gist_id}","starred_url":"https://api.github.com/users/druid-io/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/druid-io/subscriptions","organizations_url":"https://api.github.com/users/druid-io/orgs","repos_url":"https://api.github.com/users/druid-io/repos","events_url":"https://api.github.com/users/druid-io/events{/privacy}","received_events_url":"https://api.github.com/users/druid-io/received_events","type":"Organization","site_admin":false},"repo":{"id":6358188,"name":"druid","full_name":"druid-io/druid","owner":{"login":"druid-io","id":4203474,"avatar_url":"https://avatars.githubusercontent.com/u/4203474?v=3","gravatar_id":"","url":"https://api.github.com/users/druid-io","html_url":"https://github.com/druid-io","followers_url":"https://api.github.com/users/druid-io/followers","following_url":"https://api.github.com/users/druid-io/following{/other_user}","gists_url":"https://api.github.com/users/druid-io/gists{/gist_id}","starred_url":"https://api.github.com/users/druid-io/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/druid-io/subscriptions","organizations_url":"https://api.github.com/users/druid-io/orgs","repos_url":"https://api.github.com/users/druid-io/repos","events_url":"https://api.github.com/users/druid-io/events{/privacy}","received_events_url":"https://api.github.com/users/druid-io/received_events","type":"Organization","site_admin":false},"private":false,"html_url":"https://github.com/druid-io/druid","description":"Real²time Exploratory Analytics on Large Datasets","fork":false,"url":"https://api.github.com/repos/druid-io/druid","forks_url":"https://api.github.com/repos/druid-io/druid/forks","keys_url":"https://api.github.com/repos/druid-io/druid/keys{/key_id}","collaborators_url":"https://api.github.com/repos/druid-io/druid/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/druid-io/druid/teams","hooks_url":"https://api.github.com/repos/druid-io/druid/hooks","issue_events_url":"https://api.github.com/repos/druid-io/druid/issues/events{/number}","events_url":"https://api.github.com/repos/druid-io/druid/events","assignees_url":"https://api.github.com/repos/druid-io/druid/assignees{/user}","branches_url":"https://api.github.com/repos/druid-io/druid/branches{/branch}","tags_url":"https://api.github.com/repos/druid-io/druid/tags","blobs_url":"https://api.github.com/repos/druid-io/druid/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/druid-io/druid/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/druid-io/druid/git/refs{/sha}","trees_url":"https://api.github.com/repos/druid-io/druid/git/trees{/sha}","statuses_url":"https://api.github.com/repos/druid-io/druid/statuses/{sha}","languages_url":"https://api.github.com/repos/druid-io/druid/languages","stargazers_url":"https://api.github.com/repos/druid-io/druid/stargazers","contributors_url":"https://api.github.com/repos/druid-io/druid/contributors","subscribers_url":"https://api.github.com/repos/druid-io/druid/subscribers","subscription_url":"https://api.github.com/repos/druid-io/druid/subscription","commits_url":"https://api.github.com/repos/druid-io/druid/commits{/sha}","git_commits_url":"https://api.github.com/repos/druid-io/druid/git/commits{/sha}","comments_url":"https://api.github.com/repos/druid-io/druid/comments{/number}","issue_comment_url":"https://api.github.com/repos/druid-io/druid/issues/comments{/number}","contents_url":"https://api.github.com/repos/druid-io/druid/contents/{+path}","compare_url":"https://api.github.com/repos/druid-io/druid/compare/{base}...{head}","merges_url":"https://api.github.com/repos/druid-io/druid/merges","archive_url":"https://api.github.com/repos/druid-io/druid/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/druid-io/druid/downloads","issues_url":"https://api.github.com/repos/druid-io/druid/issues{/number}","pulls_url":"https://api.github.com/repos/druid-io/druid/pulls{/number}","milestones_url":"https://api.github.com/repos/druid-io/druid/milestones{/number}","notifications_url":"https://api.github.com/repos/druid-io/druid/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/druid-io/druid/labels{/name}","releases_url":"https://api.github.com/repos/druid-io/druid/releases{/id}","created_at":"2012-10-23T19:08:07Z","updated_at":"2015-03-31T07:06:49Z","pushed_at":"2015-03-31T04:59:48Z","git_url":"git://github.com/druid-io/druid.git","ssh_url":"git@github.com:druid-io/druid.git","clone_url":"https://github.com/druid-io/druid.git","svn_url":"https://github.com/druid-io/druid","homepage":"http://druid.io","size":166486,"stargazers_count":1543,"watchers_count":1543,"language":"Java","has_issues":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":329,"mirror_url":null,"open_issues_count":135,"forks":329,"open_issues":135,"watchers":1543,"default_branch":"master"}},"base":{"label":"druid-io:master","ref":"master","sha":"e5653f07521e8d5a5850f9ddebf75325a5fdc1ba","user":{"login":"druid-io","id":4203474,"avatar_url":"https://avatars.githubusercontent.com/u/4203474?v=3","gravatar_id":"","url":"https://api.github.com/users/druid-io","html_url":"https://github.com/druid-io","followers_url":"https://api.github.com/users/druid-io/followers","following_url":"https://api.github.com/users/druid-io/following{/other_user}","gists_url":"https://api.github.com/users/druid-io/gists{/gist_id}","starred_url":"https://api.github.com/users/druid-io/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/druid-io/subscriptions","organizations_url":"https://api.github.com/users/druid-io/orgs","repos_url":"https://api.github.com/users/druid-io/repos","events_url":"https://api.github.com/users/druid-io/events{/privacy}","received_events_url":"https://api.github.com/users/druid-io/received_events","type":"Organization","site_admin":false},"repo":{"id":6358188,"name":"druid","full_name":"druid-io/druid","owner":{"login":"druid-io","id":4203474,"avatar_url":"https://avatars.githubusercontent.com/u/4203474?v=3","gravatar_id":"","url":"https://api.github.com/users/druid-io","html_url":"https://github.com/druid-io","followers_url":"https://api.github.com/users/druid-io/followers","following_url":"https://api.github.com/users/druid-io/following{/other_user}","gists_url":"https://api.github.com/users/druid-io/gists{/gist_id}","starred_url":"https://api.github.com/users/druid-io/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/druid-io/subscriptions","organizations_url":"https://api.github.com/users/druid-io/orgs","repos_url":"https://api.github.com/users/druid-io/repos","events_url":"https://api.github.com/users/druid-io/events{/privacy}","received_events_url":"https://api.github.com/users/druid-io/received_events","type":"Organization","site_admin":false},"private":false,"html_url":"https://github.com/druid-io/druid","description":"Real²time Exploratory Analytics on Large Datasets","fork":false,"url":"https://api.github.com/repos/druid-io/druid","forks_url":"https://api.github.com/repos/druid-io/druid/forks","keys_url":"https://api.github.com/repos/druid-io/druid/keys{/key_id}","collaborators_url":"https://api.github.com/repos/druid-io/druid/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/druid-io/druid/teams","hooks_url":"https://api.github.com/repos/druid-io/druid/hooks","issue_events_url":"https://api.github.com/repos/druid-io/druid/issues/events{/number}","events_url":"https://api.github.com/repos/druid-io/druid/events","assignees_url":"https://api.github.com/repos/druid-io/druid/assignees{/user}","branches_url":"https://api.github.com/repos/druid-io/druid/branches{/branch}","tags_url":"https://api.github.com/repos/druid-io/druid/tags","blobs_url":"https://api.github.com/repos/druid-io/druid/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/druid-io/druid/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/druid-io/druid/git/refs{/sha}","trees_url":"https://api.github.com/repos/druid-io/druid/git/trees{/sha}","statuses_url":"https://api.github.com/repos/druid-io/druid/statuses/{sha}","languages_url":"https://api.github.com/repos/druid-io/druid/languages","stargazers_url":"https://api.github.com/repos/druid-io/druid/stargazers","contributors_url":"https://api.github.com/repos/druid-io/druid/contributors","subscribers_url":"https://api.github.com/repos/druid-io/druid/subscribers","subscription_url":"https://api.github.com/repos/druid-io/druid/subscription","commits_url":"https://api.github.com/repos/druid-io/druid/commits{/sha}","git_commits_url":"https://api.github.com/repos/druid-io/druid/git/commits{/sha}","comments_url":"https://api.github.com/repos/druid-io/druid/comments{/number}","issue_comment_url":"https://api.github.com/repos/druid-io/druid/issues/comments{/number}","contents_url":"https://api.github.com/repos/druid-io/druid/contents/{+path}","compare_url":"https://api.github.com/repos/druid-io/druid/compare/{base}...{head}","merges_url":"https://api.github.com/repos/druid-io/druid/merges","archive_url":"https://api.github.com/repos/druid-io/druid/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/druid-io/druid/downloads","issues_url":"https://api.github.com/repos/druid-io/druid/issues{/number}","pulls_url":"https://api.github.com/repos/druid-io/druid/pulls{/number}","milestones_url":"https://api.github.com/repos/druid-io/druid/milestones{/number}","notifications_url":"https://api.github.com/repos/druid-io/druid/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/druid-io/druid/labels{/name}","releases_url":"https://api.github.com/repos/druid-io/druid/releases{/id}","created_at":"2012-10-23T19:08:07Z","updated_at":"2015-03-31T07:06:49Z","pushed_at":"2015-03-31T04:59:48Z","git_url":"git://github.com/druid-io/druid.git","ssh_url":"git@github.com:druid-io/druid.git","clone_url":"https://github.com/druid-io/druid.git","svn_url":"https://github.com/druid-io/druid","homepage":"http://druid.io","size":166486,"stargazers_count":1543,"watchers_count":1543,"language":"Java","has_issues":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":329,"mirror_url":null,"open_issues_count":135,"forks":329,"open_issues":135,"watchers":1543,"default_branch":"master"}},"_links":{"self":{"href":"https://api.github.com/repos/druid-io/druid/pulls/1247"},"html":{"href":"https://github.com/druid-io/druid/pull/1247"},"issue":{"href":"https://api.github.com/repos/druid-io/druid/issues/1247"},"comments":{"href":"https://api.github.com/repos/druid-io/druid/issues/1247/comments"},"review_comments":{"href":"https://api.github.com/repos/druid-io/druid/pulls/1247/comments"},"review_comment":{"href":"https://api.github.com/repos/druid-io/druid/pulls/comments{/number}"},"commits":{"href":"https://api.github.com/repos/druid-io/druid/pulls/1247/commits"},"statuses":{"href":"https://api.github.com/repos/druid-io/druid/statuses/b1c1943ac1500c3ce70581c685eeef001951b312"}}}}