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It may be necessary to whitelist Estuary Flow's IP address ",(0,r.kt)("inlineCode",{parentName:"p"},"34.121.207.128"),"."),(0,r.kt)("p",null,"Alternatively, you can allow secure connections via SSH tunneling. To do so:"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Refer to the ",(0,r.kt)("a",{parentName:"p",href:"../../../../guides/connect-network/"},"guide")," to configure an SSH server on the cloud platform of your choice.")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Configure your connector as described in the ",(0,r.kt)("a",{parentName:"p",href:"#configuration"},"configuration")," section above, with the addition of the ",(0,r.kt)("inlineCode",{parentName:"p"},"networkTunnel")," stanza to enable the SSH tunnel, if using. See ",(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors#connecting-to-endpoints-on-secure-networks"},"Connecting to endpoints on secure networks")," for additional details and a sample."))),(0,r.kt)("h2",{id:"delta-updates"},"Delta updates"),(0,r.kt)("p",null,"This connector supports both standard and delta updates. You must choose an option for each binding."),(0,r.kt)("p",null,(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/materialization#delta-updates"},"Learn more about delta updates")," and the implications of using each update type."),(0,r.kt)("h2",{id:"changelog"},"Changelog"),(0,r.kt)("p",null,"The changelog includes a list of breaking changes made to this connector. Backwards-compatible changes are not listed."),(0,r.kt)("p",null,(0,r.kt)("strong",{parentName:"p"},"Proceed with caution when editing materializations created with previous versions of this connector; editing always upgrades your materialization to the latest connector version.")),(0,r.kt)("h4",{id:"v3-2023-08-21"},"V3: 2023-08-21"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"Index mappings will now be created based on the selected fields of the materialization. Previously only dynamic runtime mappings were created, and the entire root document was always materialized.")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},'Moved "number of replicas" configuration for new indices to an advanced, optional, endpoint-level configuration.')),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},'The "number of shards" resource configuration is now optional.'))))}u.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/pr-preview/pr-1172/assets/js/01f1a992.8c4b2bce.js b/pr-preview/pr-1172/assets/js/01f1a992.8c4b2bce.js new file mode 100644 index 0000000000..6c5e70cb86 --- /dev/null +++ b/pr-preview/pr-1172/assets/js/01f1a992.8c4b2bce.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunksite=self.webpackChunksite||[]).push([[1502],{3905:(e,t,a)=>{a.d(t,{Zo:()=>c,kt:()=>d});var r=a(7294);function n(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function i(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,r)}return a}function s(e){for(var t=1;t=0||(n[a]=e[a]);return n}(e,t);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(r=0;r=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(n[a]=e[a])}return n}var p=r.createContext({}),l=function(e){var t=r.useContext(p),a=t;return e&&(a="function"==typeof e?e(t):s(s({},t),e)),a},c=function(e){var t=l(e.components);return r.createElement(p.Provider,{value:t},e.children)},m="mdxType",u={inlineCode:"code",wrapper:function(e){var t=e.children;return r.createElement(r.Fragment,{},t)}},h=r.forwardRef((function(e,t){var a=e.components,n=e.mdxType,i=e.originalType,p=e.parentName,c=o(e,["components","mdxType","originalType","parentName"]),m=l(a),h=n,d=m["".concat(p,".").concat(h)]||m[h]||u[h]||i;return a?r.createElement(d,s(s({ref:t},c),{},{components:a})):r.createElement(d,s({ref:t},c))}));function d(e,t){var a=arguments,n=t&&t.mdxType;if("string"==typeof e||n){var i=a.length,s=new Array(i);s[0]=h;var o={};for(var p in t)hasOwnProperty.call(t,p)&&(o[p]=t[p]);o.originalType=e,o[m]="string"==typeof e?e:n,s[1]=o;for(var l=2;l{a.r(t),a.d(t,{assets:()=>p,contentTitle:()=>s,default:()=>u,frontMatter:()=>i,metadata:()=>o,toc:()=>l});var r=a(7462),n=(a(7294),a(3905));const i={sidebar_position:3},s="Harvest",o={unversionedId:"reference/Connectors/capture-connectors/harvest",id:"reference/Connectors/capture-connectors/harvest",title:"Harvest",description:"This connector captures data from Harvest into Flow collections.",source:"@site/docs/reference/Connectors/capture-connectors/harvest.md",sourceDirName:"reference/Connectors/capture-connectors",slug:"/reference/Connectors/capture-connectors/harvest",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/harvest",draft:!1,editUrl:"https://github.com/estuary/flow/edit/master/site/docs/reference/Connectors/capture-connectors/harvest.md",tags:[],version:"current",sidebarPosition:3,frontMatter:{sidebar_position:3},sidebar:"tutorialSidebar",previous:{title:"Greenhouse",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/greenhouse"},next:{title:"HTTP File",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/http-file"}},p={},l=[{value:"Supported data resources",id:"supported-data-resources",level:2},{value:"Prerequisites",id:"prerequisites",level:2},{value:"Configuration",id:"configuration",level:2},{value:"Properties",id:"properties",level:3},{value:"Endpoint",id:"endpoint",level:4},{value:"Bindings",id:"bindings",level:4},{value:"Sample",id:"sample",level:3}],c={toc:l},m="wrapper";function u(e){let{components:t,...a}=e;return(0,n.kt)(m,(0,r.Z)({},c,a,{components:t,mdxType:"MDXLayout"}),(0,n.kt)("h1",{id:"harvest"},"Harvest"),(0,n.kt)("p",null,"This connector captures data from Harvest into Flow collections."),(0,n.kt)("p",null,"It is available for use in the Flow web application. For local development or open-source workflows, ",(0,n.kt)("a",{parentName:"p",href:"https://ghcr.io/estuary/source-harvest:dev"},(0,n.kt)("inlineCode",{parentName:"a"},"ghcr.io/estuary/source-harvest:dev"))," provides the latest version of the connector as a Docker image. You can also follow the link in your browser to see past image versions."),(0,n.kt)("p",null,"This connector is based on an open-source connector from a third party, with modifications for performance in the Flow system.\nYou can find their documentation ",(0,n.kt)("a",{parentName:"p",href:"https://docs.airbyte.com/integrations/sources/harvest/"},"here"),",\nbut keep in mind that the two versions may be significantly different."),(0,n.kt)("h2",{id:"supported-data-resources"},"Supported data resources"),(0,n.kt)("p",null,"The following data resources are supported through the Harvest APIs:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/clients-api/clients/contacts/"},"Client Contacts")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/clients-api/clients/clients/"},"Clients")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/company-api/company/company/"},"Company")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/invoices-api/invoices/invoice-messages/"},"Invoice Messages")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/invoices-api/invoices/invoice-payments/"},"Invoice Payments")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/invoices-api/invoices/invoices/"},"Invoices")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/invoices-api/invoices/invoice-item-categories/"},"Invoice Item Categories")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/estimates-api/estimates/estimate-messages/"},"Estimate Messages")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/estimates-api/estimates/estimates/"},"Estimates")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/estimates-api/estimates/estimate-item-categories/"},"Estimate Item Categories")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/expenses-api/expenses/expenses/"},"Expenses")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/expenses-api/expenses/expense-categories/"},"Expense Categories")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/tasks-api/tasks/tasks/"},"Tasks")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/timesheets-api/timesheets/time-entries/"},"Time Entries")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/projects-api/projects/user-assignments/"},"Project User Assignments")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/projects-api/projects/task-assignments/"},"Project Task Assignments")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/projects-api/projects/projects/"},"Projects")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/roles-api/roles/roles/"},"Roles")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/users-api/users/billable-rates/"},"User Billable Rates")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/users-api/users/cost-rates/"},"User Cost Rates")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/users-api/users/project-assignments/"},"User Project Assignments")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/reports-api/reports/expense-reports/"},"Expense Reports")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/reports-api/reports/uninvoiced-report/"},"Uninvoiced Report")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/reports-api/reports/time-reports/"},"Time Reports")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/reports-api/reports/project-budget-report/"},"Project Budget Report"),"\nBy default, each resource is mapped to a Flow collection through a separate binding.")),(0,n.kt)("h2",{id:"prerequisites"},"Prerequisites"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"To set up the Harvest source connector, you'll need the ",(0,n.kt)("a",{parentName:"li",href:"https://help.getharvest.com/api-v2/authentication-api/authentication/authentication/"},"Harvest Account ID and API key"),".")),(0,n.kt)("h2",{id:"configuration"},"Configuration"),(0,n.kt)("p",null,"You configure connectors either in the Flow web app, or by directly editing the catalog specification file.\nSee ",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors#using-connectors"},"connectors")," to learn more about using connectors. 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Any data before this date will not be replicated."),(0,n.kt)("td",{parentName:"tr",align:null},"string"),(0,n.kt)("td",{parentName:"tr",align:null},"Default")))),(0,n.kt)("h4",{id:"bindings"},"Bindings"),(0,n.kt)("table",null,(0,n.kt)("thead",{parentName:"table"},(0,n.kt)("tr",{parentName:"thead"},(0,n.kt)("th",{parentName:"tr",align:null},"Property"),(0,n.kt)("th",{parentName:"tr",align:null},"Title"),(0,n.kt)("th",{parentName:"tr",align:null},"Description"),(0,n.kt)("th",{parentName:"tr",align:null},"Type"),(0,n.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,n.kt)("tbody",{parentName:"table"},(0,n.kt)("tr",{parentName:"tbody"},(0,n.kt)("td",{parentName:"tr",align:null},(0,n.kt)("strong",{parentName:"td"},(0,n.kt)("inlineCode",{parentName:"strong"},"/stream"))),(0,n.kt)("td",{parentName:"tr",align:null},"Stream"),(0,n.kt)("td",{parentName:"tr",align:null},"Resource of your Harvest project from which collections are 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",(0,o.kt)("strong",{parentName:"p"},"Flow specifications")," and deployed using either the web application or the command-line interface."),(0,o.kt)("p",null,"This page introduces concepts and terms that will help you begin working with Flow and better understand its underlying mechanisms.\nThese concepts are discussed in more detail on subsequent pages."),(0,o.kt)("p",null,(0,o.kt)("img",{src:a(700).Z,width:"960",height:"540"})),(0,o.kt)("h2",{id:"working-with-flow"},"Working with Flow"),(0,o.kt)("p",null,"There are two main environments in which you can work with Flow:\nthe web application or your preferred local environment using the flowctl command-line tool."),(0,o.kt)("h3",{id:"web-application"},"Web application"),(0,o.kt)("p",null,"The Flow web application is where you'll most likely create, monitor, and update your Data Flows.\nYou can find it at ",(0,o.kt)("a",{parentName:"p",href:"https://dashboard.estuary.dev"},"dashboard.estuary.dev"),".\nThe app is backed by secure, cloud-hosted infrastructure that Estuary manages."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/web-app"},"Take a tour of the web app"),"."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/guides/create-dataflow"},"Create your first Data Flow with the web app"),"."),(0,o.kt)("h3",{id:"flowctl"},"flowctl"),(0,o.kt)("p",null,"flowctl is a command-line interface for working with Flow's public API.\nUsing flowctl, developers can inspect, edit, test, and publish Data Flows \u2014 just as with the web application.\nFor example, you can create a Data Flow with the web app, and then use flowctl to fetch it into files that you manage within a Git repo."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/flowctl"},"Learn more about flowctl")),(0,o.kt)("h2",{id:"essential-concepts"},"Essential concepts"),(0,o.kt)("p",null,(0,o.kt)("em",{parentName:"p"},"In this section, you'll find the most important Flow terms and concepts. If you're new to Flow, start here.")),(0,o.kt)("p",null,"A complete end-to-end ",(0,o.kt)("strong",{parentName:"p"},"Data Flow")," between two systems has three components:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("strong",{parentName:"li"},"Capture"),": Flow ingests data from an outside source."),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("strong",{parentName:"li"},"Collections"),": Flow maintains the captured data in cloud storage."),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("strong",{parentName:"li"},"Materialization"),": Flow pushes data to an outside destination.")),(0,o.kt)(s.Z,{chart:"\n\tgraph LR;\n\t\tCapture--\x3eCollection;\n Collection--\x3eMaterialization;\n",mdxType:"Mermaid"}),(0,o.kt)("p",null,"It may also include:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("strong",{parentName:"li"},"Derivations"),": You apply a transformation to data in a collection, resulting in a new collection.")),(0,o.kt)("p",null,"All of these entities are described in the ",(0,o.kt)("strong",{parentName:"p"},"catalog"),"."),(0,o.kt)("h3",{id:"catalog"},"Catalog"),(0,o.kt)("p",null,"The ",(0,o.kt)("strong",{parentName:"p"},"catalog")," is the set of active entities that comprise all ",(0,o.kt)("strong",{parentName:"p"},"Data Flows"),": captures, materializations, derivations, collections, schemas, tests, and more."),(0,o.kt)("p",null,"All catalog entities are defined in ",(0,o.kt)("strong",{parentName:"p"},"Flow specification files")," \u2014 either manually, by you, or generated by the Flow web app. You create the specifications as ",(0,o.kt)("strong",{parentName:"p"},"drafts"),", and ",(0,o.kt)("strong",{parentName:"p"},"publish")," them to add them to the catalog."),(0,o.kt)("p",null,"You can mix and match catalog entities to create a variety of Data Flows."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/catalogs"},"Learn more about the catalog")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"collections"},"Collections"),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"Collections")," represent datasets within Flow.\nAll captured documents are written to a collection, and all materialized documents are read from a collection."),(0,o.kt)("p",null,"Collections are a real-time data lake.\nLike a traditional data lake, the documents that make up a collection are stored as plain JSON in your cloud storage bucket.\nUnlike a traditional data lake, updates to the collection are reflected downstream in the data flow\nwithin milliseconds."),(0,o.kt)("p",null,"Documents in collections are stored indefinitely in your cloud storage bucket (or may be managed with your regular bucket lifecycle policies).\nThis means that the full historical content of a collection is available to support future data operations and perform backfills without going back to the source."),(0,o.kt)("p",null,"Each collection has a keyed ",(0,o.kt)("a",{parentName:"p",href:"#schemas"},"schema")," against which incoming documents are validated.\nThis ensures that data is always clean and organized."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/collections"},"Learn more about collections")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"captures"},"Captures"),(0,o.kt)("p",null,"A ",(0,o.kt)("strong",{parentName:"p"},"capture")," is a Flow task that ingests data from an external source into one or more Flow collections.\nDocuments continuously move from the source into Flow;\nas new documents become available at the source,\nFlow validates their schema and adds them to their corresponding collection.\nCaptures interface with source systems using ",(0,o.kt)("a",{parentName:"p",href:"#connectors"},"connectors"),"."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/captures"},"Learn more about captures")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"materializations"},"Materializations"),(0,o.kt)("p",null,"A ",(0,o.kt)("strong",{parentName:"p"},"materialization")," is a Flow task that pushes data from one or more collections\nto an external destination.\nDocuments continuously moves from each Flow collection to the destination.\nMaterializations are the conceptual inverse of ",(0,o.kt)("strong",{parentName:"p"},"captures.")),(0,o.kt)("p",null,"As new documents become available within bound collections, the materialization\nkeeps the destination up to date within milliseconds, or as fast as that system allows.\nMaterializations interface with destinations using ",(0,o.kt)("a",{parentName:"p",href:"#connectors"},"connectors"),"."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/materialization"},"Learn more about materializations")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"endpoints"},"Endpoints"),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"Endpoints")," are the source systems from which Flow captures data and the destination systems to which Flow materializes data. All kinds of data systems can be endpoints, including databases, key/value stores, streaming pub/sub systems, SaaS products, and cloud storage locations."),(0,o.kt)("p",null,"Flow connects to this wide variety of endpoints using ",(0,o.kt)("strong",{parentName:"p"},"connectors"),"."),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"connectors"},"Connectors"),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"Connectors")," are plugin components that allow Flow to interface with endpoint data systems.\nThey power captures and materializations."),(0,o.kt)("p",null,"Flow uses an open-source connector model.\nMany connectors are made by Estuary, and others are made by third parties.\nBecause connectors are open-source and kept separate from Flow itself,\nnew integrations can be added and updated quickly.\nThis is important, as the landscape of data systems and platforms is constantly evolving."),(0,o.kt)("p",null,"All currently supported connectors are ready to use in the Flow web application.\nThey're also available as Docker images, each encapsulating the details of working with\na particular source or destination system."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors"},"Learn more about connectors")),(0,o.kt)("hr",null),(0,o.kt)("h2",{id:"intermediate-concepts"},"Intermediate concepts"),(0,o.kt)("p",null,(0,o.kt)("em",{parentName:"p"},"In this section, you'll find important concepts that are optional for basic usage.\nRead this to unlock more powerful workflows.")),(0,o.kt)("h3",{id:"derivations"},"Derivations"),(0,o.kt)("p",null,"A ",(0,o.kt)("strong",{parentName:"p"},"derivation")," is a collection that results from the transformation of one or more other collections,\nwhich is continuously updated in sync with its source collection(s)."),(0,o.kt)("p",null,"You can use derivations to map, reshape, and filter documents.\nThey can also be used to tackle complex stateful streaming workflows,\nincluding joins and aggregations,\nwithout windowing and scaling limitations."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"derivations/"},"Learn more about derivations")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"schemas"},"Schemas"),(0,o.kt)("p",null,"All collections in Flow have an associated\n",(0,o.kt)("a",{parentName:"p",href:"https://json-schema.org/understanding-json-schema/"},"JSON schema"),"\nagainst which documents are validated every time they're written or read.\nSchemas are critical to how Flow ensures the integrity of your data.\nFlow validates your documents to ensure that\nbad data doesn't make it into your collections \u2014 or worse,\ninto downstream data products!"),(0,o.kt)("p",null,"JSON schema is a flexible standard for representing structure, invariants,\nand other constraints over your documents.\nSchemas can be very permissive, highly exacting, or somewhere in between."),(0,o.kt)("p",null,"Flow pauses catalog tasks when documents don't match the collection schema,\nalerting you to the mismatch and allowing you to fix it before it creates a bigger problem."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/schemas"},"Learn more about schemas")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"reductions"},"Reductions"),(0,o.kt)("p",null,"Every Flow collection ",(0,o.kt)("a",{parentName:"p",href:"#schemas"},"schema")," includes a ",(0,o.kt)("strong",{parentName:"p"},"key"),".\nThe key is used to identify collection documents and determine how they are grouped.\nWhen a collection is materialized into a database table, for example, its key becomes\nthe SQL primary key of the materialized table."),(0,o.kt)("p",null,"Flow also uses the key to ",(0,o.kt)("strong",{parentName:"p"},"reduce")," documents in collections, making storage and materializations more efficient.\nIf multiple documents of a given key are added to a collection,\nby default, the most recent document supersedes all previous documents of that key."),(0,o.kt)("p",null,"You can exert more control over your data by changing the default reduction strategy.\nBy doing so, you can deeply merge documents, maintain running counts,\nand achieve other complex aggregation behaviors."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/schemas#reductions"},"Learn more about reductions")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"tests"},"Tests"),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"Tests")," become an important part of your Data Flows when you add derivations and customized reduction behavior.\nYou use tests to verify the end-to-end behavior of your collections and derivations."),(0,o.kt)("p",null,"A test is a sequence of ingestion or verification steps.\nIngestion steps ingest one or more document fixtures into a collection,\nand verification steps assert that the contents of another derived collection match a test expectation."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/tests"},"Learn more about tests")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"tasks"},"Tasks"),(0,o.kt)("p",null,"Captures, derivations, and materializations are collectively referred to as catalog ",(0,o.kt)("strong",{parentName:"p"},"tasks"),'.\nThey are the "active" components of a Data Flow, each running continuously and reacting to documents\nas they become available.'),(0,o.kt)("p",null,"Collections, by way of comparison, are inert. They reflect data at rest, and are acted upon by\ncatalog tasks:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},"A capture adds documents to a collection pulled from a source endpoint."),(0,o.kt)("li",{parentName:"ul"},"A derivation updates a collection by applying transformations to other collections."),(0,o.kt)("li",{parentName:"ul"},"A materialization reacts to changes of a collection to update a destination endpoint.")),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"resources-and-bindings"},"Resources and bindings"),(0,o.kt)("p",null,"A ",(0,o.kt)("strong",{parentName:"p"},"resource")," is an addressable collection of data within a source or destination system.\nThe exact meaning of a resource is up to the endpoint and its connector. For example:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},"Resources of a database endpoint might be its individual tables."),(0,o.kt)("li",{parentName:"ul"},"Resources of a Kafka cluster might be its topics."),(0,o.kt)("li",{parentName:"ul"},"Resources of a SaaS connector might be its various API feeds.")),(0,o.kt)("p",null,"When you create capture or materialization, it connects a collection to a resource through a ",(0,o.kt)("strong",{parentName:"p"},"binding"),".\nA given capture or materialization may have multiple bindings, which connect multiple collections to different resources."),(0,o.kt)("hr",null),(0,o.kt)("h3",{id:"storage-mappings"},"Storage mappings"),(0,o.kt)("p",null,"Flow ",(0,o.kt)("a",{parentName:"p",href:"#collections"},"collections")," use cloud storage buckets for the durable storage of data.\nStorage mappings define how Flow maps your various collections into your storage buckets and prefixes."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/storage-mappings"},"Learn more about storage mappings")),(0,o.kt)("h2",{id:"advanced-concepts"},"Advanced concepts"),(0,o.kt)("p",null,(0,o.kt)("em",{parentName:"p"},"This section discusses advanced Flow concepts. The information here unlocks\na more technical understanding of how Flow works, and may be helpful in advanced use cases.")),(0,o.kt)("h3",{id:"journals"},"Journals"),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"Journals")," provide the low-level storage for Flow collections.\nEach logical and physical partition of a collection is backed by a journal."),(0,o.kt)("p",null,"Task ",(0,o.kt)("a",{parentName:"p",href:"#task-shards"},"shards")," also use journals to provide for their durability\nand fault tolerance.\nEach shard has an associated ",(0,o.kt)("strong",{parentName:"p"},"recovery log"),", which is a journal into which\ninternal checkpoint states are written."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/advanced/journals"},"Learn more about journals")),(0,o.kt)("h3",{id:"task-shards"},"Task shards"),(0,o.kt)("p",null,"Task ",(0,o.kt)("strong",{parentName:"p"},"shards")," are the unit of execution for a catalog ",(0,o.kt)("a",{parentName:"p",href:"#tasks"},"task"),".\nA single task can have many shards, which allow the task to scale across\nmany machines to achieve more throughput and parallelism."),(0,o.kt)("p",null,"Shards are created and managed by the Flow runtime.\nEach shard represents a slice of the overall work of the catalog task,\nincluding its processing status and associated internal checkpoints.\nCatalog tasks are created with a single shard,\nwhich can be repeatedly subdivided at any time \u2014 with no downtime \u2014 to\nincrease the processing capacity of the task."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/advanced/shards"},"Learn more about shards")),(0,o.kt)("h3",{id:"projections"},"Projections"),(0,o.kt)("p",null,"Flow leverages your JSON schemas to produce other types of schemas as needed,\nsuch as TypeScript types and SQL ",(0,o.kt)("inlineCode",{parentName:"p"},"CREATE TABLE")," statements."),(0,o.kt)("p",null,"In many cases these projections provide comprehensive end-to-end type safety\nof Data Flows and their TypeScript transformations, all statically verified\nat build time."),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/advanced/projections"},"Learn more about projections")))}h.isMDXComponent=!0},1748:(e,t,a)=>{var n={"./locale":9234,"./locale.js":9234};function o(e){var t=s(e);return a(t)}function s(e){if(!a.o(n,e)){var t=new Error("Cannot find module '"+e+"'");throw t.code="MODULE_NOT_FOUND",t}return n[e]}o.keys=function(){return Object.keys(n)},o.resolve=s,e.exports=o,o.id=1748},700:(e,t,a)=>{"use strict";a.d(t,{Z:()=>n});const n=a.p+"assets/images/at-a-glance-013b784deb2b72b4632eee51e5b90252.png"}}]); \ No newline at end of file diff --git a/pr-preview/pr-1172/assets/js/04c11cf4.db125643.js b/pr-preview/pr-1172/assets/js/04c11cf4.db125643.js new file mode 100644 index 0000000000..ed54891658 --- /dev/null +++ b/pr-preview/pr-1172/assets/js/04c11cf4.db125643.js @@ 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Flow.",source:"@site/docs/concepts/advanced/projections.md",sourceDirName:"concepts/advanced",slug:"/concepts/advanced/projections",permalink:"/pr-preview/pr-1172/concepts/advanced/projections",draft:!1,editUrl:"https://github.com/estuary/flow/edit/master/site/docs/concepts/advanced/projections.md",tags:[],version:"current",frontMatter:{},sidebar:"tutorialSidebar",previous:{title:"Logs and statistics",permalink:"/pr-preview/pr-1172/concepts/advanced/logs-stats"},next:{title:"Task shards",permalink:"/pr-preview/pr-1172/concepts/advanced/shards"}},c={},l=[{value:"Logical partitions",id:"logical-partitions",level:2},{value:"Partition selectors",id:"partition-selectors",level:3}],p={toc:l},d="wrapper";function u(e){let{components:t,...n}=e;return(0,o.kt)(d,(0,a.Z)({},p,n,{components:t,mdxType:"MDXLayout"}),(0,o.kt)("h1",{id:"projections"},"Projections"),(0,o.kt)("admonition",{type:"tip"},(0,o.kt)("p",{parentName:"admonition"},"Projections are an advanced concept of Flow.\nYou can use Flow without knowing the details of projections,\nbut this section may help you better understand how Flow works.")),(0,o.kt)("p",null,"Flow documents are arbitrary JSON, and may contain multiple levels of hierarchy and nesting.\nHowever, systems that Flow integrates with often model flat tables of rows and columns, without hierarchy.\nOthers are somewhere in between."),(0,o.kt)("p",null,(0,o.kt)("strong",{parentName:"p"},"Projections")," are the means by which Flow translates between the documents\nof a collection and a table representation.\nA projection defines a mapping between a structured document location,\ngiven as a ",(0,o.kt)("a",{parentName:"p",href:"https://tools.ietf.org/html/rfc6901"},"JSON-Pointer"),",\nand a corresponding ",(0,o.kt)("strong",{parentName:"p"},"field")," name used as, for example, a CSV file header or SQL table column."),(0,o.kt)("p",null,"Many projections are inferred automatically from a collection\u2019s JSON schema,\nusing a field that is simply the JSON Pointer with its leading slash removed.\nFor example, a schema scalar with pointer ",(0,o.kt)("inlineCode",{parentName:"p"},"/myScalar")," will generate a projection with field ",(0,o.kt)("inlineCode",{parentName:"p"},"myScalar"),"."),(0,o.kt)("p",null,"You can supplement by providing additional collection projections,\nand a document location can have more than one projection field that references it:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-yaml"},'collections:\n acmeCo/user-sessions:\n schema: session.schema.yaml\n key: [/user/id, /timestamp]\n projections:\n # A "user/id" projection field is automatically inferred.\n # Add an additional field that doesn\'t have a slash.\n user_id: /user/id\n # Partly decompose a nested array of requests into a handful of named projections.\n "first request": /requests/0\n "second request": /requests/1\n "third request": /requests/2\n')),(0,o.kt)("h2",{id:"logical-partitions"},"Logical partitions"),(0,o.kt)("p",null,"Projections can also be used to logically partition a collection,\nspecified as a longer-form variant of a projection definition:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-yaml"},"collections:\n acmeCo/user-sessions:\n schema: session.schema.yaml\n key: [/user/id, /timestamp]\n projections:\n country:\n location: /country\n partition: true\n device:\n location: /agent/type\n partition: true\n network:\n location: /agent/network\n partition: true\n")),(0,o.kt)("p",null,"Logical partitions isolate the storage of documents\nby their differing values for partitioned fields.\nFlow extracts partitioned fields from each document,\nand every unique combination of partitioned fields\nis a separate logical partition."),(0,o.kt)("p",null,"Every logical partition has one or more ",(0,o.kt)("strong",{parentName:"p"},"physical partitions"),"\ninto which their documents are written,\nwhich in turn controls\nhow files are arranged within cloud storage."),(0,o.kt)("p",null,'For example, a document of "acmeCo/user-sessions" like:'),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-json"},'{"country": "CA", "agent": {"type": "iPhone", "network": "LTE"}, ...}\n')),(0,o.kt)("p",null,"Might produce files in cloud storage like:"),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre"},"s3://bucket/example/sessions/country=CA/device=iPhone/network=LTE/pivot=00/utc_date=2020-11-04/utc_hour=16/.gz\n")),(0,o.kt)("admonition",{type:"info"},(0,o.kt)("p",{parentName:"admonition"},(0,o.kt)("inlineCode",{parentName:"p"},"country"),", ",(0,o.kt)("inlineCode",{parentName:"p"},"device"),", and ",(0,o.kt)("inlineCode",{parentName:"p"},"network")," together identify a ",(0,o.kt)("em",{parentName:"p"},"logical partition"),",\nwhile ",(0,o.kt)("inlineCode",{parentName:"p"},"pivot")," identifies a ",(0,o.kt)("em",{parentName:"p"},"physical partition"),".\n",(0,o.kt)("inlineCode",{parentName:"p"},"utc_date")," and 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must be matched.\n # Default: All partitions are included. type: object\n include:\n # Include partitions from North America.\n country: [US, CA]\n # AND where the device is a mobile phone.\n device: [iPhone, Android]\n\n # `exclude` selects partitioned fields and corresponding values which,\n # if matched, exclude the partition from being processed.\n # A match of any of the excluded fields will exclude the partition.\n # Default: No partitions are excluded. type: object\n exclude:\n # Skip sessions which were over a 3G network.\n network: ["3G"]\n')),(0,o.kt)("p",null,"Partition selectors are efficient as they allow Flow to altogether\navoid reading documents that aren\u2019t needed."))}u.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/pr-preview/pr-1172/assets/js/061adc4c.e1901084.js b/pr-preview/pr-1172/assets/js/061adc4c.e1901084.js new file mode 100644 index 0000000000..fab9990767 --- /dev/null +++ b/pr-preview/pr-1172/assets/js/061adc4c.e1901084.js @@ -0,0 +1 @@ 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account.",source:"@site/docs/reference/Connectors/capture-connectors/mailchimp.md",sourceDirName:"reference/Connectors/capture-connectors",slug:"/reference/Connectors/capture-connectors/mailchimp",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/mailchimp",draft:!1,editUrl:"https://github.com/estuary/flow/edit/master/site/docs/reference/Connectors/capture-connectors/mailchimp.md",tags:[],version:"current",sidebarPosition:3,frontMatter:{sidebar_position:3},sidebar:"tutorialSidebar",previous:{title:"LinkedIn Ads",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/linkedin-ads"},next:{title:"MariaDB",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/mariadb"}},p={},c=[{value:"Prerequisites",id:"prerequisites",level:2},{value:"Using OAuth2 to authenticate with Mailchimp in the Flow web app",id:"using-oauth2-to-authenticate-with-mailchimp-in-the-flow-web-app",level:3},{value:"Configuring the connector specification manually",id:"configuring-the-connector-specification-manually",level:3},{value:"Configuration",id:"configuration",level:2},{value:"Properties",id:"properties",level:3},{value:"Endpoint",id:"endpoint",level:4},{value:"Bindings",id:"bindings",level:4},{value:"Sample",id:"sample",level:3}],s={toc:c},u="wrapper";function m(e){let{components:t,...n}=e;return(0,a.kt)(u,(0,r.Z)({},s,n,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h1",{id:"mailchimp"},"Mailchimp"),(0,a.kt)("p",null,"This connector captures data from a Mailchimp account."),(0,a.kt)("p",null,"Three data resources are supported, each of which is mapped to a Flow collection: lists, campaigns, and email activity."),(0,a.kt)("p",null,"It is available for use in the Flow web application. 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You should not typically need to modify these."),(0,r.kt)("td",{parentName:"tr",align:null},"object"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/advanced/ascendingKeys")),(0,r.kt)("td",{parentName:"tr",align:null},"Ascending Keys"),(0,r.kt)("td",{parentName:"tr",align:null},"Improve sync speeds by listing files from the end of the last sync, rather than listing the entire bucket prefix. This requires that you write objects in ascending lexicographic order, such as an RFC-3339 timestamp, so that key ordering matches modification time ordering. If data is not ordered correctly, using ascending keys could cause errors."),(0,r.kt)("td",{parentName:"tr",align:null},"boolean"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"false"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/advanced/endpoint")),(0,r.kt)("td",{parentName:"tr",align:null},"AWS Endpoint"),(0,r.kt)("td",{parentName:"tr",align:null},"The AWS endpoint URI to connect to. Use if you","'","re capturing from a S3-compatible API that isn","'","t provided by AWS"),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/awsAccessKeyId")),(0,r.kt)("td",{parentName:"tr",align:null},"AWS Access Key ID"),(0,r.kt)("td",{parentName:"tr",align:null},"Part of the AWS credentials that will be used to connect to S3. Required unless the bucket is public and allows anonymous listings and reads."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/awsSecretAccessKey")),(0,r.kt)("td",{parentName:"tr",align:null},"AWS Secret Access Key"),(0,r.kt)("td",{parentName:"tr",align:null},"Part of the AWS credentials that will be used to connect to S3. 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Use this to limit the data in your capture."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/region"))),(0,r.kt)("td",{parentName:"tr",align:null},"AWS Region"),(0,r.kt)("td",{parentName:"tr",align:null},"The name of the AWS region where the S3 bucket is located. ",'"',"us-east-1",'"'," is a popular default you can try, if you","'","re unsure what to put here."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required, ",(0,r.kt)("inlineCode",{parentName:"td"},'"us-east-1"'))))),(0,r.kt)("h4",{id:"bindings"},"Bindings"),(0,r.kt)("table",null,(0,r.kt)("thead",{parentName:"table"},(0,r.kt)("tr",{parentName:"thead"},(0,r.kt)("th",{parentName:"tr",align:null},"Property"),(0,r.kt)("th",{parentName:"tr",align:null},"Title"),(0,r.kt)("th",{parentName:"tr",align:null},"Description"),(0,r.kt)("th",{parentName:"tr",align:null},"Type"),(0,r.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,r.kt)("tbody",{parentName:"table"},(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/stream"))),(0,r.kt)("td",{parentName:"tr",align:null},"Prefix"),(0,r.kt)("td",{parentName:"tr",align:null},"Path to dataset in the bucket, formatted as ",(0,r.kt)("inlineCode",{parentName:"td"},"bucket-name/prefix-name"),"."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required")))),(0,r.kt)("h3",{id:"sample"},"Sample"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-yaml"},'captures:\n ${PREFIX}/${CAPTURE_NAME}:\n endpoint:\n connector:\n image: ghcr.io/estuary/source-s3:dev\n config:\n bucket: "my-bucket"\n parser:\n compression: zip\n format:\n type: csv\n config:\n delimiter: ","\n encoding: UTF-8\n errorThreshold: 5\n headers: [ID, username, first_name, last_name]\n lineEnding: "\\\\r"\n quote: "\\""\n region: "us-east-1"\n bindings:\n - resource:\n stream: my-bucket/${PREFIX}\n target: ${PREFIX}/${COLLECTION_NAME}\n\n')),(0,r.kt)("p",null,"Your capture definition may be more complex, with additional bindings for different S3 prefixes within the same bucket."),(0,r.kt)("p",null,(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/captures#pull-captures"},"Learn more about capture definitions.")),(0,r.kt)("h3",{id:"advanced-parsing-cloud-storage-data"},"Advanced: Parsing cloud storage data"),(0,r.kt)("p",null,"Cloud storage platforms like S3 can support a wider variety of file types\nthan other data source systems. For each of these file types, Flow must parse\nand translate data into collections with defined fields and JSON schemas."),(0,r.kt)("p",null,"By default, the parser will automatically detect the type and shape of the data in your bucket,\nso you won't need to change the parser configuration for most captures."),(0,r.kt)("p",null,"However, the automatic detection may be incorrect in some cases.\nTo fix or prevent this, you can provide explicit information in the parser configuration,\nwhich is part of the ",(0,r.kt)("a",{parentName:"p",href:"#endpoint"},"endpoint configuration")," for this connector."),(0,r.kt)("p",null,"The parser configuration includes:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"Compression"),": Specify how the bucket contents are compressed.\nIf no compression type is specified, the connector will try to determine the compression type automatically.\nOptions are:"),(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"zip")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"gzip")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"zstd")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("strong",{parentName:"li"},"none")))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"Format"),": Specify the data format, which determines how it will be parsed.\nOptions are:"),(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"Auto"),": If no format is specified, the connector will try to determine it automatically.")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"Avro"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"CSV"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"JSON"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"Protobuf"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("strong",{parentName:"p"},"W3C Extended Log")),(0,r.kt)("admonition",{parentName:"li",type:"info"},(0,r.kt)("p",{parentName:"admonition"},"At this time, Flow only supports S3 captures with data of a single file type.\nSupport for multiple file types, which can be configured on a per-binding basis,\nwill be added in the future."),(0,r.kt)("p",{parentName:"admonition"},"For now, use a prefix in the endpoint configuration to limit the scope of each capture to data of a single file type.")))))),(0,r.kt)("h4",{id:"csv-configuration"},"CSV configuration"),(0,r.kt)("p",null,"CSV files include several additional properties that are important to the parser.\nIn most cases, Flow is able to automatically determine the correct values,\nbut you may need to specify for unusual datasets. 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Flow",id:"real-time-data-and-flow",level:2},{value:"Other resources",id:"other-resources",level:3}],p={toc:u},c="wrapper";function d(e){let{components:t,...r}=e;return(0,a.kt)(c,(0,n.Z)({},p,r,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h1",{id:"flow-documentation"},"Flow documentation"),(0,a.kt)("p",null,"Estuary Flow is a data movement and transformation platform for the whole data team."),(0,a.kt)("p",null,"With Flow, you build, test, and evolve streaming pipelines (called ",(0,a.kt)("strong",{parentName:"p"},"data flows")," in the Flow ecosystem) that continuously move data across all of your systems with optional in-flight transformations."),(0,a.kt)("p",null,"You work with Flow through its intuitive web application or using the command line interface.\nBusiness users and analysts can configure data flows to connect disparate systems in minutes,\nand engineers can then refine those data flows, troubleshoot, and configure complex transformations in their preferred 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resources",id:"supported-data-resources",level:2},{value:"Prerequisites",id:"prerequisites",level:2},{value:"Configuration",id:"configuration",level:2},{value:"Properties",id:"properties",level:3},{value:"Endpoint",id:"endpoint",level:4},{value:"Bindings",id:"bindings",level:4},{value:"Sample",id:"sample",level:3}],s={toc:c},u="wrapper";function d(e){let{components:t,...n}=e;return(0,a.kt)(u,(0,r.Z)({},s,n,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h1",{id:"paypal-transaction"},"Paypal Transaction"),(0,a.kt)("p",null,"This connector captures data from Paypal Transaction into Flow collections."),(0,a.kt)("p",null,"It is available for use in the Flow web application. For local development or open-source workflows, ",(0,a.kt)("a",{parentName:"p",href:"https://ghcr.io/estuary/source-paypal-transaction:dev"},(0,a.kt)("inlineCode",{parentName:"a"},"ghcr.io/estuary/source-paypal-transaction:dev"))," provides the latest version of the connector as a Docker image. You can also follow the link in your browser to see past image versions."),(0,a.kt)("p",null,"This connector is based on an open-source connector from a third party, with modifications for performance in the Flow system."),(0,a.kt)("p",null,"You can find their documentation ",(0,a.kt)("a",{parentName:"p",href:"https://docs.airbyte.com/integrations/sources/paypal-transaction/"},"here"),",\nbut keep in mind that the two versions may be significantly different."),(0,a.kt)("h2",{id:"supported-data-resources"},"Supported data resources"),(0,a.kt)("p",null,"The following data resources are supported through the Paypal APIs:"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://developer.paypal.com/docs/api/transaction-search/v1/#transactions"},"Transactions")),(0,a.kt)("li",{parentName:"ul"},(0,a.kt)("a",{parentName:"li",href:"https://developer.paypal.com/docs/api/transaction-search/v1/#balances"},"Balances"))),(0,a.kt)("p",null,"By default, each resource is mapped to a Flow collection through a separate binding."),(0,a.kt)("h2",{id:"prerequisites"},"Prerequisites"),(0,a.kt)("ul",null,(0,a.kt)("li",{parentName:"ul"},"The ",(0,a.kt)("a",{parentName:"li",href:"https://developer.paypal.com/docs/api/transaction-search/v1/"},"Paypal Transaction API")," is used to get the history of transactions for a PayPal account.")),(0,a.kt)("h2",{id:"configuration"},"Configuration"),(0,a.kt)("p",null,"You configure connectors either in the Flow web app, or by directly editing the catalog specification file.\nSee ",(0,a.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors#using-connectors"},"connectors")," to learn more about using connectors. The values and specification sample below provide configuration details specific to the Paypal Transaction source connector."),(0,a.kt)("h3",{id:"properties"},"Properties"),(0,a.kt)("h4",{id:"endpoint"},"Endpoint"),(0,a.kt)("table",null,(0,a.kt)("thead",{parentName:"table"},(0,a.kt)("tr",{parentName:"thead"},(0,a.kt)("th",{parentName:"tr",align:null},"Property"),(0,a.kt)("th",{parentName:"tr",align:null},"Title"),(0,a.kt)("th",{parentName:"tr",align:null},"Description"),(0,a.kt)("th",{parentName:"tr",align:null},"Type"),(0,a.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,a.kt)("tbody",{parentName:"table"},(0,a.kt)("tr",{parentName:"tbody"},(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("inlineCode",{parentName:"td"},"/client_id")),(0,a.kt)("td",{parentName:"tr",align:null},"Client ID"),(0,a.kt)("td",{parentName:"tr",align:null},"The Client ID of your Paypal developer application."),(0,a.kt)("td",{parentName:"tr",align:null},"string"),(0,a.kt)("td",{parentName:"tr",align:null},"Required")),(0,a.kt)("tr",{parentName:"tbody"},(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("inlineCode",{parentName:"td"},"/client_secret")),(0,a.kt)("td",{parentName:"tr",align:null},"Client Secret"),(0,a.kt)("td",{parentName:"tr",align:null},"The Client Secret of your Paypal developer application."),(0,a.kt)("td",{parentName:"tr",align:null},"string"),(0,a.kt)("td",{parentName:"tr",align:null},"Required")),(0,a.kt)("tr",{parentName:"tbody"},(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("inlineCode",{parentName:"td"},"/is_sandbox")),(0,a.kt)("td",{parentName:"tr",align:null},"Sandbox"),(0,a.kt)("td",{parentName:"tr",align:null},"Checkbox to indicate whether it is a sandbox environment or not"),(0,a.kt)("td",{parentName:"tr",align:null},"boolean"),(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("inlineCode",{parentName:"td"},"false"))),(0,a.kt)("tr",{parentName:"tbody"},(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("inlineCode",{parentName:"td"},"/refresh_token")),(0,a.kt)("td",{parentName:"tr",align:null},"Refresh token"),(0,a.kt)("td",{parentName:"tr",align:null},"The key to refresh the expired access token."),(0,a.kt)("td",{parentName:"tr",align:null},"string"),(0,a.kt)("td",{parentName:"tr",align:null},"Required")),(0,a.kt)("tr",{parentName:"tbody"},(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("inlineCode",{parentName:"td"},"/start_date")),(0,a.kt)("td",{parentName:"tr",align:null},"Start Date"),(0,a.kt)("td",{parentName:"tr",align:null},"UTC date and time in the format 2021-01-25T00:00:00Z. Any data before this date will not be replicated."),(0,a.kt)("td",{parentName:"tr",align:null},"string"),(0,a.kt)("td",{parentName:"tr",align:null},"Required")))),(0,a.kt)("h4",{id:"bindings"},"Bindings"),(0,a.kt)("table",null,(0,a.kt)("thead",{parentName:"table"},(0,a.kt)("tr",{parentName:"thead"},(0,a.kt)("th",{parentName:"tr",align:null},"Property"),(0,a.kt)("th",{parentName:"tr",align:null},"Title"),(0,a.kt)("th",{parentName:"tr",align:null},"Description"),(0,a.kt)("th",{parentName:"tr",align:null},"Type"),(0,a.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,a.kt)("tbody",{parentName:"table"},(0,a.kt)("tr",{parentName:"tbody"},(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("strong",{parentName:"td"},(0,a.kt)("inlineCode",{parentName:"strong"},"/stream"))),(0,a.kt)("td",{parentName:"tr",align:null},"Stream"),(0,a.kt)("td",{parentName:"tr",align:null},"Resource of your Paypal Transaction project from which collections are captured."),(0,a.kt)("td",{parentName:"tr",align:null},"string"),(0,a.kt)("td",{parentName:"tr",align:null},"Required")),(0,a.kt)("tr",{parentName:"tbody"},(0,a.kt)("td",{parentName:"tr",align:null},(0,a.kt)("strong",{parentName:"td"},(0,a.kt)("inlineCode",{parentName:"strong"},"/syncMode"))),(0,a.kt)("td",{parentName:"tr",align:null},"Sync Mode"),(0,a.kt)("td",{parentName:"tr",align:null},"Connection method."),(0,a.kt)("td",{parentName:"tr",align:null},"string"),(0,a.kt)("td",{parentName:"tr",align:null},"Required")))),(0,a.kt)("h3",{id:"sample"},"Sample"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-yaml"},"\ncaptures:\n ${PREFIX}/${CAPTURE_NAME}:\n endpoint:\n connector:\n image: ghcr.io/estuary/source-paypal-transaction:dev\n config:\n client_id: \n client_secret: \n is_sandbox: false\n refresh_token: \n start_date: 2017-01-25T00:00:00Z\n bindings:\n - resource:\n stream: transactions\n syncMode: full_refresh\n target: ${PREFIX}/transactions\n {...}\n")))}d.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/pr-preview/pr-1172/assets/js/134688ac.807fc8bd.js b/pr-preview/pr-1172/assets/js/134688ac.807fc8bd.js new file mode 100644 index 0000000000..8efa87a607 --- /dev/null +++ b/pr-preview/pr-1172/assets/js/134688ac.807fc8bd.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunksite=self.webpackChunksite||[]).push([[2496],{3905:(e,t,a)=>{a.d(t,{Zo:()=>c,kt:()=>k});var n=a(7294);function r(e,t,a){return t in e?Object.defineProperty(e,t,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[t]=a,e}function l(e,t){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),a.push.apply(a,n)}return a}function o(e){for(var t=1;t=0||(r[a]=e[a]);return r}(e,t);if(Object.getOwnPropertySymbols){var l=Object.getOwnPropertySymbols(e);for(n=0;n=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(r[a]=e[a])}return r}var i=n.createContext({}),p=function(e){var t=n.useContext(i),a=t;return e&&(a="function"==typeof e?e(t):o(o({},t),e)),a},c=function(e){var t=p(e.components);return n.createElement(i.Provider,{value:t},e.children)},d="mdxType",u={inlineCode:"code",wrapper:function(e){var t=e.children;return n.createElement(n.Fragment,{},t)}},m=n.forwardRef((function(e,t){var a=e.components,r=e.mdxType,l=e.originalType,i=e.parentName,c=s(e,["components","mdxType","originalType","parentName"]),d=p(a),m=r,k=d["".concat(i,".").concat(m)]||d[m]||u[m]||l;return a?n.createElement(k,o(o({ref:t},c),{},{components:a})):n.createElement(k,o({ref:t},c))}));function k(e,t){var a=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var l=a.length,o=new Array(l);o[0]=m;var s={};for(var i in t)hasOwnProperty.call(t,i)&&(s[i]=t[i]);s.originalType=e,s[d]="string"==typeof e?e:r,o[1]=s;for(var p=2;p{a.r(t),a.d(t,{assets:()=>i,contentTitle:()=>o,default:()=>u,frontMatter:()=>l,metadata:()=>s,toc:()=>p});var n=a(7462),r=(a(7294),a(3905));const l={sidebar_position:3},o="Microsoft SQL Server",s={unversionedId:"reference/Connectors/capture-connectors/sqlserver",id:"reference/Connectors/capture-connectors/sqlserver",title:"Microsoft SQL Server",description:"This connector uses change data capture (CDC) to continuously capture updates in a Microsoft SQL Server database into one or more Flow collections.",source:"@site/docs/reference/Connectors/capture-connectors/sqlserver.md",sourceDirName:"reference/Connectors/capture-connectors",slug:"/reference/Connectors/capture-connectors/sqlserver",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/sqlserver",draft:!1,editUrl:"https://github.com/estuary/flow/edit/master/site/docs/reference/Connectors/capture-connectors/sqlserver.md",tags:[],version:"current",sidebarPosition:3,frontMatter:{sidebar_position:3},sidebar:"tutorialSidebar",previous:{title:"MixPanel",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/mixpanel"},next:{title:"MongoDB",permalink:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/mongodb"}},i={},p=[{value:"Supported versions and platforms",id:"supported-versions-and-platforms",level:2},{value:"Prerequisites",id:"prerequisites",level:2},{value:"Setup: Self-hosted SQL Server",id:"setup-self-hosted-sql-server",level:3},{value:"Setup: Azure SQL Database",id:"setup-azure-sql-database",level:3},{value:"Setup: Amazon RDS for SQL Server",id:"setup-amazon-rds-for-sql-server",level:3},{value:"Setup: Google Cloud SQL for SQL Server",id:"setup-google-cloud-sql-for-sql-server",level:3},{value:"Configuration",id:"configuration",level:2},{value:"Properties",id:"properties",level:3},{value:"Endpoint",id:"endpoint",level:4},{value:"Bindings",id:"bindings",level:4},{value:"Sample",id:"sample",level:3},{value:"Specifying Flow collection keys",id:"specifying-flow-collection-keys",level:2}],c={toc:p},d="wrapper";function u(e){let{components:t,...a}=e;return(0,r.kt)(d,(0,n.Z)({},c,a,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h1",{id:"microsoft-sql-server"},"Microsoft SQL Server"),(0,r.kt)("p",null,"This connector uses change data capture (CDC) to continuously capture updates in a Microsoft SQL Server database into one or more Flow collections."),(0,r.kt)("p",null,"It\u2019s available for use in the Flow web application. For local development or open-source workflows, ",(0,r.kt)("a",{parentName:"p",href:"https://ghcr.io/estuary/source-sqlserver:dev"},(0,r.kt)("inlineCode",{parentName:"a"},"ghcr.io/estuary/source-sqlserver:dev"))," provides the latest version of the connector as a Docker image. You can also follow the link in your browser to see past image versions."),(0,r.kt)("h2",{id:"supported-versions-and-platforms"},"Supported versions and platforms"),(0,r.kt)("p",null,"This connector supports SQL Server 2017 and later on major cloud providers,\nas well as self-hosted instances.\nSetup instructions are provided for the following platforms:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-self-hosted-sql-server"},"Self-hosted SQL Server")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-azure-sql-database"},"Azure SQL Database")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-amazon-rds-for-sql-server"},"Amazon RDS for SQL Server")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-google-cloud-sql-for-sql-server"},"Google Cloud SQL for SQL Server"))),(0,r.kt)("h2",{id:"prerequisites"},"Prerequisites"),(0,r.kt)("p",null,"To capture change events from SQL Server tables using this connector, you need:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"For each table to be captured, a primary key should be specified in the database.\nIf a table doesn't have a primary key, you must manually specify a key in the associated Flow collection definition while creating the capture.\n",(0,r.kt)("a",{parentName:"p",href:"#specifying-flow-collection-keys"},"See detailed steps"),".")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("a",{parentName:"p",href:"https://learn.microsoft.com/en-us/sql/relational-databases/track-changes/enable-and-disable-change-data-capture-sql-server?view=sql-server-ver16"},"CDC enabled"),"\non the database and the individual tables to be captured.\n(This creates ",(0,r.kt)("em",{parentName:"p"},"change tables")," in the database, from which the connector reads.)")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"A ",(0,r.kt)("strong",{parentName:"p"},"watermarks table"),". The watermarks table is a small \u201cscratch space\u201d to which the connector occasionally writes a small amount of data to ensure accuracy when backfilling preexisting table contents.")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"A user role with:"),(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"SELECT")," permissions on the CDC schema and the schemas that contain tables to be captured."),(0,r.kt)("li",{parentName:"ul"},"Access to the change tables created as part of the SQL Server CDC process."),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("inlineCode",{parentName:"li"},"SELECT"),", ",(0,r.kt)("inlineCode",{parentName:"li"},"INSERT"),", and ",(0,r.kt)("inlineCode",{parentName:"li"},"UPDATE")," permissions on the watermarks table")))),(0,r.kt)("p",null,"To meet these requirements, follow the steps for your hosting type."),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-self-hosted-sql-server"},"Self-hosted SQL Server")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-azure-sql-database"},"Azure SQL Database")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-amazon-rds-for-sql-server"},"Amazon RDS for SQL Server")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"#setup-google-cloud-sql-for-sql-server"},"Google Cloud SQL for SQL Server"))),(0,r.kt)("h3",{id:"setup-self-hosted-sql-server"},"Setup: Self-hosted SQL Server"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},"Connect to the server and issue the following commands:")),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"USE ;\n-- Enable CDC for the database.\nEXEC sys.sp_cdc_enable_db;\n-- Create user and password for use with the connector.\nCREATE LOGIN flow_capture WITH PASSWORD = 'secret';\nCREATE USER flow_capture FOR LOGIN flow_capture;\n-- Grant the user permissions on the CDC schema and schemas with data.\n-- This assumes all tables to be captured are in the default schema, `dbo`.\n-- Add similar queries for any other schemas that contain tables you want to capture.\nGRANT SELECT ON SCHEMA :: dbo TO flow_capture;\nGRANT SELECT ON SCHEMA :: cdc TO flow_capture;\n-- Create the watermarks table and grant permissions.\nCREATE TABLE dbo.flow_watermarks(slot INTEGER PRIMARY KEY, watermark TEXT);\nGRANT SELECT, INSERT, UPDATE ON dbo.flow_watermarks TO flow_capture;\n-- Enable CDC on tables. The below query enables CDC the watermarks table ONLY.\n-- You should add similar query for all other tables you intend to capture.\nEXEC sys.sp_cdc_enable_table @source_schema = 'dbo', @source_name = 'flow_watermarks', @role_name = 'flow_capture';\n")),(0,r.kt)("ol",{start:2},(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Allow secure connection to Estuary Flow from your hosting environment. Either:"),(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"Set up an ",(0,r.kt)("a",{parentName:"p",href:"../../../../guides/connect-network/"},"SSH server for tunneling"),"."),(0,r.kt)("p",{parentName:"li"},"When you fill out the ",(0,r.kt)("a",{parentName:"p",href:"#endpoint"},"endpoint configuration"),",\ninclude the additional ",(0,r.kt)("inlineCode",{parentName:"p"},"networkTunnel")," configuration to enable the SSH tunnel.\nSee ",(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors#connecting-to-endpoints-on-secure-networks"},"Connecting to endpoints on secure networks"),"\nfor additional details and a sample.")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"Whitelist the Estuary IP address, ",(0,r.kt)("inlineCode",{parentName:"p"},"34.121.207.128")," in your firewall rules."))))),(0,r.kt)("h3",{id:"setup-azure-sql-database"},"Setup: Azure SQL Database"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Allow connections to the server from the Estuary Flow IP address."),(0,r.kt)("ol",{parentName:"li"},(0,r.kt)("li",{parentName:"ol"},"Create a new ",(0,r.kt)("a",{parentName:"li",href:"https://learn.microsoft.com/en-us/azure/azure-sql/database/firewall-configure?view=azuresql#use-the-azure-portal-to-manage-server-level-ip-firewall-rules"},"firewall rule"),"\nthat grants access to the IP address ",(0,r.kt)("inlineCode",{parentName:"li"},"34.121.207.128"),".")),(0,r.kt)("admonition",{parentName:"li",type:"info"},(0,r.kt)("p",{parentName:"admonition"},"Alternatively, you can allow secure connections via SSH tunneling as described in the setup steps for\n",(0,r.kt)("a",{parentName:"p",href:"#setup-self-hosted-sql-server"},"self-hosted databases"),"."))),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"In your SQL client, connect to your instance as the default ",(0,r.kt)("inlineCode",{parentName:"p"},"sqlserver")," user and issue the following commands."))),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"USE ;\n-- Enable CDC for the database.\nEXEC sys.sp_cdc_enable_db;\n-- Create user and password for use with the connector.\nCREATE LOGIN flow_capture WITH PASSWORD = 'secret';\nCREATE USER flow_capture FOR LOGIN flow_capture;\n-- Grant the user permissions on the CDC schema and schemas with data.\n-- This assumes all tables to be captured are in the default schema, `dbo`.\n-- Add similar queries for any other schemas that contain tables you want to capture.\nGRANT SELECT ON SCHEMA :: dbo TO flow_capture;\nGRANT SELECT ON SCHEMA :: cdc TO flow_capture;\n-- Create the watermarks table and grant permissions.\nCREATE TABLE dbo.flow_watermarks(slot INTEGER PRIMARY KEY, watermark TEXT);\nGRANT SELECT, INSERT, UPDATE ON dbo.flow_watermarks TO flow_capture;\n-- Enable CDC on tables. The below query enables CDC the watermarks table ONLY.\n-- You should add similar query for all other tables you intend to capture.\nEXEC sys.sp_cdc_enable_table @source_schema = 'dbo', @source_name = 'flow_watermarks', @role_name = 'flow_capture';\n")),(0,r.kt)("ol",{start:3},(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Note the following important items for configuration:"),(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"Find the instance's host under Server Name. The port is always ",(0,r.kt)("inlineCode",{parentName:"li"},"1433"),". Together, you'll use the host:port as the ",(0,r.kt)("inlineCode",{parentName:"li"},"address")," property when you configure the connector."),(0,r.kt)("li",{parentName:"ul"},"Format ",(0,r.kt)("inlineCode",{parentName:"li"},"user")," as ",(0,r.kt)("inlineCode",{parentName:"li"},"username@databasename"),"; for example, ",(0,r.kt)("inlineCode",{parentName:"li"},"flow_capture@myazuredb"),".")))),(0,r.kt)("h3",{id:"setup-amazon-rds-for-sql-server"},"Setup: Amazon RDS for SQL Server"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Allow connections to the database from the Estuary Flow IP address."),(0,r.kt)("ol",{parentName:"li"},(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("a",{parentName:"p",href:"https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Overview.DBInstance.Modifying.html"},"Modify the database"),", setting ",(0,r.kt)("strong",{parentName:"p"},"Public accessibility")," to ",(0,r.kt)("strong",{parentName:"p"},"Yes"),".")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Edit the VPC security group associated with your database, or create a new VPC security group and associate it with the database.\nRefer to the ",(0,r.kt)("a",{parentName:"p",href:"https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Overview.RDSSecurityGroups.html#Overview.RDSSecurityGroups.Create"},"steps in the Amazon documentation"),".\nCreate a new inbound rule and a new outbound rule that allow all traffic from the IP address ",(0,r.kt)("inlineCode",{parentName:"p"},"34.121.207.128"),"."))),(0,r.kt)("admonition",{parentName:"li",type:"info"},(0,r.kt)("p",{parentName:"admonition"},"Alternatively, you can allow secure connections via SSH tunneling as described in the setup steps for\n",(0,r.kt)("a",{parentName:"p",href:"#setup-self-hosted-sql-server"},"self-hosted databases"),"."))),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"In your SQL client, connect to your instance as the default ",(0,r.kt)("inlineCode",{parentName:"p"},"sqlserver")," user and issue the following commands."))),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-sql"},"USE ;\n-- Enable CDC for the database.\nEXEC msdb.dbo.rds_cdc_enable_db;\n-- Create user and password for use with the connector.\nCREATE LOGIN flow_capture WITH PASSWORD = 'secret';\nCREATE USER flow_capture FOR LOGIN flow_capture;\n-- Grant the user permissions on the CDC schema and schemas with data.\n-- This assumes all tables to be captured are in the default schema, `dbo`.\n-- Add similar queries for any other schemas that contain tables you want to capture.\nGRANT SELECT ON SCHEMA :: dbo TO flow_capture;\nGRANT SELECT ON SCHEMA :: cdc TO flow_capture;\n-- Create the watermarks table and grant permissions.\nCREATE TABLE dbo.flow_watermarks(slot INTEGER PRIMARY KEY, watermark TEXT);\nGRANT SELECT, INSERT, UPDATE ON dbo.flow_watermarks TO flow_capture;\n-- Enable CDC on tables. The below query enables CDC the watermarks table ONLY.\n-- You should add similar query for all other tables you intend to capture.\nEXEC sys.sp_cdc_enable_table @source_schema = 'dbo', @source_name = 'flow_watermarks', @role_name = 'flow_capture';\n")),(0,r.kt)("ol",{start:6},(0,r.kt)("li",{parentName:"ol"},"In the ",(0,r.kt)("a",{parentName:"li",href:"https://console.aws.amazon.com/rds/"},"RDS console"),", note the instance's Endpoint and Port. 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The below query enables CDC the watermarks table ONLY.\n-- You should add similar query for all other tables you intend to capture.\nEXEC sys.sp_cdc_enable_table @source_schema = 'dbo', @source_name = 'flow_watermarks', @role_name = 'flow_capture';\n")),(0,r.kt)("ol",{start:3},(0,r.kt)("li",{parentName:"ol"},"In the Cloud Console, note the instance's host under Public IP Address. Its port will always be ",(0,r.kt)("inlineCode",{parentName:"li"},"1433"),".\nTogether, you'll use the host:port as the ",(0,r.kt)("inlineCode",{parentName:"li"},"address")," property when you configure the connector.")),(0,r.kt)("h2",{id:"configuration"},"Configuration"),(0,r.kt)("p",null,"You configure connectors either in the Flow web app, or by directly editing the catalog specification file.\nSee ",(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors#using-connectors"},"connectors")," to learn more about using connectors. 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For example ",(0,r.kt)("inlineCode",{parentName:"p"},'"key": ["/foo"],')),(0,r.kt)("p",{parentName:"li"},"Make sure the key field is required, not nullable, and of an ",(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/collections#schema-restrictions"},"allowed type"),".\nMake any other necessary changes to the ",(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/collections#specification"},"collection specification")," to accommodate this.")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Repeat with other missing collection keys, if necessary.")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Save and publish the capture as usual."))))}u.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/pr-preview/pr-1172/assets/js/1434155d.e47f006e.js b/pr-preview/pr-1172/assets/js/1434155d.e47f006e.js new file mode 100644 index 0000000000..f10f40e7aa --- /dev/null +++ b/pr-preview/pr-1172/assets/js/1434155d.e47f006e.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunksite=self.webpackChunksite||[]).push([[2834],{3905:(t,a,e)=>{e.d(a,{Zo:()=>u,kt:()=>N});var n=e(7294);function l(t,a,e){return a in t?Object.defineProperty(t,a,{value:e,enumerable:!0,configurable:!0,writable:!0}):t[a]=e,t}function r(t,a){var e=Object.keys(t);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(t);a&&(n=n.filter((function(a){return Object.getOwnPropertyDescriptor(t,a).enumerable}))),e.push.apply(e,n)}return e}function i(t){for(var a=1;a=0||(l[e]=t[e]);return l}(t,a);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(t);for(n=0;n=0||Object.prototype.propertyIsEnumerable.call(t,e)&&(l[e]=t[e])}return l}var p=n.createContext({}),m=function(t){var a=n.useContext(p),e=a;return t&&(e="function"==typeof t?t(a):i(i({},a),t)),e},u=function(t){var a=m(t.components);return n.createElement(p.Provider,{value:a},t.children)},o="mdxType",k={inlineCode:"code",wrapper:function(t){var a=t.children;return n.createElement(n.Fragment,{},a)}},g=n.forwardRef((function(t,a){var e=t.components,l=t.mdxType,r=t.originalType,p=t.parentName,u=d(t,["components","mdxType","originalType","parentName"]),o=m(e),g=l,N=o["".concat(p,".").concat(g)]||o[g]||k[g]||r;return e?n.createElement(N,i(i({ref:a},u),{},{components:e})):n.createElement(N,i({ref:a},u))}));function N(t,a){var e=arguments,l=a&&a.mdxType;if("string"==typeof t||l){var r=e.length,i=new Array(r);i[0]=g;var d={};for(var p in a)hasOwnProperty.call(a,p)&&(d[p]=a[p]);d.originalType=t,d[o]="string"==typeof t?t:l,i[1]=d;for(var m=2;m{e.r(a),e.d(a,{assets:()=>p,contentTitle:()=>i,default:()=>k,frontMatter:()=>r,metadata:()=>d,toc:()=>m});var n=e(7462),l=(e(7294),e(3905));const r={sidebar_position:1},i="AlloyDB",d={unversionedId:"reference/Connectors/materialization-connectors/alloydb",id:"reference/Connectors/materialization-connectors/alloydb",title:"AlloyDB",description:"This connector materializes Flow collections into tables in an AlloyDB database.",source:"@site/docs/reference/Connectors/materialization-connectors/alloydb.md",sourceDirName:"reference/Connectors/materialization-connectors",slug:"/reference/Connectors/materialization-connectors/alloydb",permalink:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/alloydb",draft:!1,editUrl:"https://github.com/estuary/flow/edit/master/site/docs/reference/Connectors/materialization-connectors/alloydb.md",tags:[],version:"current",sidebarPosition:1,frontMatter:{sidebar_position:1},sidebar:"tutorialSidebar",previous:{title:"Materialization connectors",permalink:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/"},next:{title:"Amazon DynamoDB",permalink:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/amazon-dynamodb"}},p={},m=[{value:"Prerequisites",id:"prerequisites",level:2},{value:"Configuration",id:"configuration",level:2},{value:"Properties",id:"properties",level:3},{value:"Endpoint",id:"endpoint",level:4},{value:"Bindings",id:"bindings",level:4},{value:"Sample",id:"sample",level:3},{value:"Reserved words",id:"reserved-words",level:2}],u={toc:m},o="wrapper";function k(t){let{components:a,...e}=t;return(0,l.kt)(o,(0,n.Z)({},u,e,{components:a,mdxType:"MDXLayout"}),(0,l.kt)("h1",{id:"alloydb"},"AlloyDB"),(0,l.kt)("p",null,"This connector materializes Flow collections into tables in an AlloyDB database."),(0,l.kt)("p",null,"AlloyDB is a fully managed, PostgreSQL-compatible database available in the Google Cloud platform.\nThis connector is derived from the ",(0,l.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/PostgreSQL"},"PostgreSQL materialization connector"),",\nso the same configuration applies, but the setup steps look somewhat different."),(0,l.kt)("p",null,"It's available for use in the Flow web application. For local development or open-source workflows, ",(0,l.kt)("a",{parentName:"p",href:"https://ghcr.io/estuary/materialize-alloydb:dev"},(0,l.kt)("inlineCode",{parentName:"a"},"ghcr.io/estuary/materialize-alloydb:dev"))," provides the latest version of the connector as a Docker image. You can also follow the link in your browser to see past image versions."),(0,l.kt)("h2",{id:"prerequisites"},"Prerequisites"),(0,l.kt)("p",null,"To use this connector, you'll need:"),(0,l.kt)("ul",null,(0,l.kt)("li",{parentName:"ul"},"An AlloyDB database to which to materialize, and user credentials.\nThe connector will create new tables in the database per your specification. Tables created manually in advance are not supported."),(0,l.kt)("li",{parentName:"ul"},"A virtual machine to connect securely to the instance via SSH tunneling. (AlloyDB doesn't support IP whitelisting.)\nFollow the instructions to create a ",(0,l.kt)("a",{parentName:"li",href:"/pr-preview/pr-1172/guides/connect-network#setup-for-google-cloud"},"virtual machine for SSH tunneling"),"\nin the same Google Cloud project as your instance.")),(0,l.kt)("h2",{id:"configuration"},"Configuration"),(0,l.kt)("p",null,"To use this connector, begin with data in one or more Flow collections.\nUse the below properties to configure a AlloyDB materialization, which will direct one or more of your Flow collections to your desired tables, or views, in the database."),(0,l.kt)("h3",{id:"properties"},"Properties"),(0,l.kt)("h4",{id:"endpoint"},"Endpoint"),(0,l.kt)("p",null,"The SSH config section is required for this connector.\nYou'll fill in the database address with a localhost IP address,\nand specify your VM's IP address as the SSH address.\nSee the table below and the ",(0,l.kt)("a",{parentName:"p",href:"#sample"},"sample config"),"."),(0,l.kt)("table",null,(0,l.kt)("thead",{parentName:"table"},(0,l.kt)("tr",{parentName:"thead"},(0,l.kt)("th",{parentName:"tr",align:null},"Property"),(0,l.kt)("th",{parentName:"tr",align:null},"Title"),(0,l.kt)("th",{parentName:"tr",align:null},"Description"),(0,l.kt)("th",{parentName:"tr",align:null},"Type"),(0,l.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,l.kt)("tbody",{parentName:"table"},(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("inlineCode",{parentName:"td"},"/database")),(0,l.kt)("td",{parentName:"tr",align:null},"Database"),(0,l.kt)("td",{parentName:"tr",align:null},"Name of the logical database to materialize to."),(0,l.kt)("td",{parentName:"tr",align:null},"string"),(0,l.kt)("td",{parentName:"tr",align:null})),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("strong",{parentName:"td"},(0,l.kt)("inlineCode",{parentName:"strong"},"/address"))),(0,l.kt)("td",{parentName:"tr",align:null},"Address"),(0,l.kt)("td",{parentName:"tr",align:null},"Host and port. Set to ",(0,l.kt)("inlineCode",{parentName:"td"},"127.0.0.1:5432")," to enable SSH tunneling."),(0,l.kt)("td",{parentName:"tr",align:null},"string"),(0,l.kt)("td",{parentName:"tr",align:null},"Required")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("strong",{parentName:"td"},(0,l.kt)("inlineCode",{parentName:"strong"},"/password"))),(0,l.kt)("td",{parentName:"tr",align:null},"Password"),(0,l.kt)("td",{parentName:"tr",align:null},"Password for the specified database user."),(0,l.kt)("td",{parentName:"tr",align:null},"string"),(0,l.kt)("td",{parentName:"tr",align:null},"Required")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("inlineCode",{parentName:"td"},"/schema")),(0,l.kt)("td",{parentName:"tr",align:null},"Database Schema"),(0,l.kt)("td",{parentName:"tr",align:null},"Database ",(0,l.kt)("a",{parentName:"td",href:"https://www.postgresql.org/docs/current/ddl-schemas.html"},"schema")," to use for materialized tables (unless overridden within the binding resource configuration) as well as associated materialization metadata tables"),(0,l.kt)("td",{parentName:"tr",align:null},"string"),(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("inlineCode",{parentName:"td"},'"public"'))),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("strong",{parentName:"td"},(0,l.kt)("inlineCode",{parentName:"strong"},"/user"))),(0,l.kt)("td",{parentName:"tr",align:null},"User"),(0,l.kt)("td",{parentName:"tr",align:null},"Database user to connect as."),(0,l.kt)("td",{parentName:"tr",align:null},"string"),(0,l.kt)("td",{parentName:"tr",align:null},"Required")),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("inlineCode",{parentName:"td"},"networkTunnel")),(0,l.kt)("td",{parentName:"tr",align:null},"Network Tunnel"),(0,l.kt)("td",{parentName:"tr",align:null},"Connect to your system through an SSH server that acts as a bastion 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ssh://user@address."),(0,l.kt)("td",{parentName:"tr",align:null},"String"),(0,l.kt)("td",{parentName:"tr",align:null})),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("inlineCode",{parentName:"td"},"networkTunnel/sshForwarding/privateKey")),(0,l.kt)("td",{parentName:"tr",align:null},"SSH Private Key"),(0,l.kt)("td",{parentName:"tr",align:null},"Private key to connect to the remote SSH 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Overrides schema set in endpoint configuration."),(0,l.kt)("td",{parentName:"tr",align:null},"string"),(0,l.kt)("td",{parentName:"tr",align:null})),(0,l.kt)("tr",{parentName:"tbody"},(0,l.kt)("td",{parentName:"tr",align:null},(0,l.kt)("strong",{parentName:"td"},(0,l.kt)("inlineCode",{parentName:"strong"},"/table"))),(0,l.kt)("td",{parentName:"tr",align:null},"Table"),(0,l.kt)("td",{parentName:"tr",align:null},"Table name to materialize to. It will be created by the connector, unless the connector has previously created it."),(0,l.kt)("td",{parentName:"tr",align:null},"string"),(0,l.kt)("td",{parentName:"tr",align:null},"Required")))),(0,l.kt)("h3",{id:"sample"},"Sample"),(0,l.kt)("pre",null,(0,l.kt)("code",{parentName:"pre",className:"language-yaml"},"materializations:\n ${PREFIX}/${mat_name}:\n endpoint:\n connector:\n image: ghcr.io/estuary/materialize-alloydb:dev\n config:\n database: postgres\n address: 127.0.0.1:5432\n password: flow\n user: flow\n networkTunnel:\n sshForwarding:\n sshEndpoint: ssh://sshUser@\n privateKey: |2\n -----BEGIN RSA PRIVATE KEY-----\n MIICXAIBAAKBgQCJO7G6R+kv2MMS8Suw21sk2twHg8Vog0fjimEWJEwyAfFM/Toi\n EJ6r5RTaSvN++/+MPWUll7sUdOOBZr6ErLKLHEt7uXxusAzOjMxFKZpEARMcjwHY\n v/tN1A2OYU0qay1DOwknEE0i+/Bvf8lMS7VDjHmwRaBtRed/+iAQHf128QIDAQAB\n AoGAGoOUBP+byAjDN8esv1DCPU6jsDf/Tf//RbEYrOR6bDb/3fYW4zn+zgtGih5t\n CR268+dwwWCdXohu5DNrn8qV/Awk7hWp18mlcNyO0skT84zvippe+juQMK4hDQNi\n ywp8mDvKQwpOuzw6wNEitcGDuACx5U/1JEGGmuIRGx2ST5kCQQDsstfWDcYqbdhr\n 5KemOPpu80OtBYzlgpN0iVP/6XW1e5FCRp2ofQKZYXVwu5txKIakjYRruUiiZTza\n QeXRPbp3AkEAlGx6wMe1l9UtAAlkgCFYbuxM+eRD4Gg5qLYFpKNsoINXTnlfDry5\n +1NkuyiQDjzOSPiLZ4Abpf+a+myjOuNL1wJBAOwkdM6aCVT1J9BkW5mrCLY+PgtV\n GT80KTY/d6091fBMKhxL5SheJ4SsRYVFtguL2eA7S5xJSpyxkadRzR0Wj3sCQAvA\n bxO2fE1SRqbbF4cBnOPjd9DNXwZ0miQejWHUwrQO0inXeExNaxhYKQCcnJNUAy1J\n 6JfAT/AbxeSQF3iBKK8CQAt5r/LLEM1/8ekGOvBh8MAQpWBW771QzHUN84SiUd/q\n xR9mfItngPwYJ9d/pTO7u9ZUPHEoat8Ave4waB08DsI=\n -----END RSA PRIVATE KEY-----\n bindings:\n - resource:\n table: ${TABLE_NAME}\n source: ${PREFIX}/${COLLECTION_NAME}\n")),(0,l.kt)("h2",{id:"reserved-words"},"Reserved words"),(0,l.kt)("p",null,'PostgreSQL has a list of reserved words that must be quoted in order to be used as an identifier.\nFlow considers all the reserved words that are marked as "reserved" in any of the columns in the official ',(0,l.kt)("a",{parentName:"p",href:"https://www.postgresql.org/docs/current/sql-keywords-appendix.html"},"PostgreSQL documentation"),"."),(0,l.kt)("p",null,"These reserve words are listed in the table below. 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",(0,n.kt)("strong",{parentName:"p"},"access key")," and ",(0,n.kt)("strong",{parentName:"p"},"secret access key")," for the user.\nSee the ",(0,n.kt)("a",{parentName:"p",href:"https://aws.amazon.com/blogs/security/wheres-my-secret-access-key/"},"AWS blog")," for help finding these credentials.")))),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},"A Snowflake account with:"),(0,n.kt)("ul",{parentName:"li"},(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},"A target ",(0,n.kt)("strong",{parentName:"p"},"database"),", ",(0,n.kt)("strong",{parentName:"p"},"schema"),", and virtual ",(0,n.kt)("strong",{parentName:"p"},"warehouse"),"; and a ",(0,n.kt)("strong",{parentName:"p"},"user")," with a ",(0,n.kt)("strong",{parentName:"p"},"role")," assigned that grants the appropriate access levels to these resources.\n",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/Snowflake#setup"},"You can use a script to quickly create all of these items.")," Have these details on hand for setup with Flow.")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},"The account identifier and host URL noted. ",(0,n.kt)("a",{parentName:"p",href:"https://docs.snowflake.com/en/user-guide/admin-account-identifier.html#where-are-account-identifiers-used"},"The URL is formatted using the account identifier"),". For example, you might have the account identifier ",(0,n.kt)("inlineCode",{parentName:"p"},"orgname-accountname.snowflakecomputing.com"),"."))))),(0,n.kt)("h2",{id:"introduction"},"Introduction"),(0,n.kt)("p",null,"In Estuary Flow, you create ",(0,n.kt)("strong",{parentName:"p"},"Data Flows")," to transfer data from ",(0,n.kt)("strong",{parentName:"p"},"source")," systems to ",(0,n.kt)("strong",{parentName:"p"},"destination")," systems in real time.\nIn this use case, your source is an Amazon S3 bucket and your destination is a Snowflake data warehouse."),(0,n.kt)("p",null,"After following this guide, you'll have a Data Flow that comprises:"),(0,n.kt)("ul",null,(0,n.kt)("li",{parentName:"ul"},"A ",(0,n.kt)("strong",{parentName:"li"},"capture"),", which ingests data from S3"),(0,n.kt)("li",{parentName:"ul"},"A ",(0,n.kt)("strong",{parentName:"li"},"collection"),", a cloud-backed copy of that data in the Flow system"),(0,n.kt)("li",{parentName:"ul"},"A ",(0,n.kt)("strong",{parentName:"li"},"materialization"),", which pushes the data to Snowflake")),(0,n.kt)("p",null,"The capture and materialization rely on plug-in components called ",(0,n.kt)("strong",{parentName:"p"},"connectors"),".\nWe'll walk through how to configure the ",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/amazon-s3"},"S3")," and ",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/Snowflake"},"Snowflake")," connectors to integrate these systems with Flow."),(0,n.kt)("h2",{id:"capture-from-s3"},"Capture from S3"),(0,n.kt)("p",null,"You'll first create a capture to connect to your S3 bucket, which will yield one or more Flow collections."),(0,n.kt)("ol",null,(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Go to the Flow web application at ",(0,n.kt)("a",{parentName:"p",href:"https://dashboard.estuary.dev/"},"dashboard.estuary.dev")," and sign in using the\ncredentials provided by your Estuary account manager.")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Click the ",(0,n.kt)("strong",{parentName:"p"},"Sources")," tab and choose ",(0,n.kt)("strong",{parentName:"p"},"New Capture"),".")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Find the ",(0,n.kt)("strong",{parentName:"p"},"Amazon S3")," tile and click ",(0,n.kt)("strong",{parentName:"p"},"Capture"),"."),(0,n.kt)("p",{parentName:"li"},"A form appears with the properties required for an S3 capture.")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Type a name for your capture."),(0,n.kt)("p",{parentName:"li"},"Your capture name must begin with a ",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/catalogs#namespace"},"prefix")," to which you ",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/reference/authentication"},"have access"),"."),(0,n.kt)("p",{parentName:"li"},"In the ",(0,n.kt)("strong",{parentName:"p"},"Name")," field, use the drop-down to select your prefix.\nAppend a unique capture name after the ",(0,n.kt)("inlineCode",{parentName:"p"},"/")," to create the full name, for example, ",(0,n.kt)("inlineCode",{parentName:"p"},"acmeCo/myS3Capture"),".")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Fill out the required properties for S3."),(0,n.kt)("ul",{parentName:"li"},(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("a",{parentName:"p",href:"https://aws.amazon.com/blogs/security/wheres-my-secret-access-key/"},(0,n.kt)("strong",{parentName:"a"},"AWS Access Key ID")," and ",(0,n.kt)("strong",{parentName:"a"},"AWS Secret Access Key")),": Required for private buckets.")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"AWS Region")," and ",(0,n.kt)("strong",{parentName:"p"},"Bucket"),": These are listed in your ",(0,n.kt)("a",{parentName:"p",href:"https://s3.console.aws.amazon.com/s3/buckets"},"S3 console"),".")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Prefix"),": You might organize your S3 bucket using ",(0,n.kt)("a",{parentName:"p",href:"https://docs.aws.amazon.com/AmazonS3/latest/userguide/using-prefixes.html"},"prefixes"),", which emulate a directory structure. To capture ",(0,n.kt)("em",{parentName:"p"},"only")," from a specific prefix, add it here.")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("p",{parentName:"li"},(0,n.kt)("strong",{parentName:"p"},"Match Keys"),": Filters to apply to the objects in the S3 bucket. If provided, only data whose absolute path matches the filter will be captured. For example, ",(0,n.kt)("inlineCode",{parentName:"p"},"*\\.json")," will only capture JSON file."))),(0,n.kt)("p",{parentName:"li"},"See the S3 connector documentation for information on ",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/amazon-s3#endpoint"},"advanced fields")," and ",(0,n.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/reference/Connectors/capture-connectors/amazon-s3#advanced-parsing-cloud-storage-data"},"parser settings"),". (You're unlikely to need these for most use cases.)")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Click ",(0,n.kt)("strong",{parentName:"p"},"Next"),"."),(0,n.kt)("p",{parentName:"li"},"Flow uses the provided configuration to initiate a connection to S3."),(0,n.kt)("p",{parentName:"li"},"It generates a permissive schema and details of the Flow collection that will store the data from S3."),(0,n.kt)("p",{parentName:"li"},"You'll have the chance to tighten up each collection's JSON schema later, when you materialize to Snowflake.")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Click ",(0,n.kt)("strong",{parentName:"p"},"Save and publish"),"."),(0,n.kt)("p",{parentName:"li"},"You'll see a notification when the capture publishes successfully."),(0,n.kt)("p",{parentName:"li"},"The data currently in your S3 bucket has been captured, and future updates to it will be captured continuously.")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Click ",(0,n.kt)("strong",{parentName:"p"},"Materialize Collections")," to continue."))),(0,n.kt)("h2",{id:"materialize-to-snowflake"},"Materialize to Snowflake"),(0,n.kt)("p",null,"Next, you'll add a Snowflake materialization to connect the captured data to its destination: your data warehouse."),(0,n.kt)("ol",null,(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Locate the ",(0,n.kt)("strong",{parentName:"p"},"Snowflake")," tile and click ",(0,n.kt)("strong",{parentName:"p"},"Materialization"),"."),(0,n.kt)("p",{parentName:"li"},"A form appears with the properties required for a Snowflake materialization.")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Choose a unique name for your materialization like you did when naming your capture; for example, ",(0,n.kt)("inlineCode",{parentName:"p"},"acmeCo/mySnowflakeMaterialization"),".")),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Fill out the required properties for Snowflake (you should have most of these handy from the ",(0,n.kt)("a",{parentName:"p",href:"#prerequisites"},"prerequisites"),")."),(0,n.kt)("ul",{parentName:"li"},(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Host URL")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Account")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"User")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Password")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Database")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Schema")),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Warehouse"),": optional"),(0,n.kt)("li",{parentName:"ul"},(0,n.kt)("strong",{parentName:"li"},"Role"),": optional"))),(0,n.kt)("li",{parentName:"ol"},(0,n.kt)("p",{parentName:"li"},"Click ",(0,n.kt)("strong",{parentName:"p"},"Next"),"."),(0,n.kt)("p",{parentName:"li"},"Flow uses the provided configuration to initiate a connection to Snowflake."),(0,n.kt)("p",{parentName:"li"},"You'll be notified if there's an error. 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GitPod",id:"get-started-with-gitpod",level:2},{value:"Add a SQL derivation in GitPod",id:"add-a-sql-derivation-in-gitpod",level:2},{value:"Add a TypeScript derivation in GitPod",id:"add-a-typescript-derivation-in-gitpod",level:2},{value:"Create a derivation locally",id:"create-a-derivation-locally",level:2},{value:"Updating an existing derivation",id:"updating-an-existing-derivation",level:2}],c={toc:s},m="wrapper";function d(e){let{components:t,...a}=e;return(0,o.kt)(m,(0,n.Z)({},c,a,{components:t,mdxType:"MDXLayout"}),(0,o.kt)("h1",{id:"create-a-derivation-with-flowctl"},"Create a derivation with flowctl"),(0,o.kt)("p",null,"Once you're familiar with creating a basic ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/#essential-concepts"},"Data Flow"),", you can take things a step further\nand transform your data with ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/derivations"},"derivations"),"."),(0,o.kt)("p",null,"A ",(0,o.kt)("strong",{parentName:"p"},"derivation")," is a kind of Flow collection that results from the transformation of one or more other collections.\nThis transformed stream of data keeps the order of the source data intact,\nand can then be ",(0,o.kt)("strong",{parentName:"p"},"materialized")," to an outside system or further transformed with another derivation.\nWhen you master derivations, you unlock the full flexibility and power of Flow."),(0,o.kt)("h2",{id:"prerequisites"},"Prerequisites"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"A Flow account and access to the web app.\nIf you don't have an account yet, ",(0,o.kt)("a",{parentName:"p",href:"https://dashboard.estuary.dev"},"go to the web app")," to register for free.")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"An existing Flow ",(0,o.kt)("strong",{parentName:"p"},"collection"),". Typically, you create this through a ",(0,o.kt)("strong",{parentName:"p"},"capture")," in the Flow web application.\nIf you need help, see the ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/guides/create-dataflow"},"guide to create a Data Flow"),".")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"A development environment to work with flowctl. Choose between:"),(0,o.kt)("ul",{parentName:"li"},(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},(0,o.kt)("a",{parentName:"p",href:"https://www.gitpod.io/"},"GitPod"),", the cloud development environment integrated with Flow.\nGitPod comes ready for derivation writing, with stubbed out files and flowctl installed. You'll need a GitLab, GitHub, or BitBucket account to log in.")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"Your local development environment. ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/getting-started/installation#get-started-with-the-flow-cli"},"Install flowctl locally")))))),(0,o.kt)("h2",{id:"get-started-with-gitpod"},"Get started with GitPod"),(0,o.kt)("p",null,"You'll write your derivation using GitPod, a cloud development environment integrated in the Flow web app."),(0,o.kt)("ol",null,(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Navigate to the ",(0,o.kt)("a",{parentName:"p",href:"https://dashboard.estuary.dev/collections"},"Collections")," page in Flow.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Click on the ",(0,o.kt)("strong",{parentName:"p"},"New Transformation")," button."),(0,o.kt)("p",{parentName:"li"},"The ",(0,o.kt)("strong",{parentName:"p"},"Derive A New Collection")," pop-up window appears.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"In the ",(0,o.kt)("strong",{parentName:"p"},"Available Collections")," dropdown, select the collection you want to use as the source."),(0,o.kt)("p",{parentName:"li"},"For example, if your organization is ",(0,o.kt)("inlineCode",{parentName:"p"},"acmeCo"),", you might choose the ",(0,o.kt)("inlineCode",{parentName:"p"},"acmeCo/resources/anvils")," collection.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Set the transformation language to either ",(0,o.kt)("strong",{parentName:"p"},"SQL")," and ",(0,o.kt)("strong",{parentName:"p"},"TypeScript"),"."),(0,o.kt)("p",{parentName:"li"},"SQL transformations can be a more approachable place to start if you're new to derivations.\nTypeScript transformations can provide more resiliency against failures through static type checking.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Give your derivation a name. From the dropdown, choose the name of your catalog prefix and append a unique name, for example ",(0,o.kt)("inlineCode",{parentName:"p"},"acmeCo/resources/anvil-status."))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Click ",(0,o.kt)("strong",{parentName:"p"},"Proceed to GitPod")," to create your development environment. Sign in with one of the available account types.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"On the ",(0,o.kt)("strong",{parentName:"p"},"New Workspace")," screen, keep the ",(0,o.kt)("strong",{parentName:"p"},"Context URL")," option selected and click ",(0,o.kt)("strong",{parentName:"p"},"Continue.")),(0,o.kt)("p",{parentName:"li"},"A GitPod development environment opens.\nA stubbed-out derivation with a transformation has already been created for you in the language you chose. Next, you'll locate and open the source files.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Each slash-delimited prefix of your derivation name has become a folder. Open the nested folders to find the ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file with the derivation specification."),(0,o.kt)("p",{parentName:"li"},"Following the example above, you'd open the folders called ",(0,o.kt)("inlineCode",{parentName:"p"},"acmeCo"),", then ",(0,o.kt)("inlineCode",{parentName:"p"},"resources")," to find the correct ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file."),(0,o.kt)("p",{parentName:"li"},"The file contains a placeholder collection specification and schema for the derivation."),(0,o.kt)("p",{parentName:"li"},"In the same folder, you'll also find supplementary TypeScript or SQL files you'll need for your transformation."))),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"#add-a-sql-derivation-in-gitpod"},"Continue with SQL")),(0,o.kt)("p",null,(0,o.kt)("a",{parentName:"p",href:"#add-a-typescript-derivation-in-gitpod"},"Continue with TypeScript")),(0,o.kt)("admonition",{title:"Authentication",type:"info"},(0,o.kt)("p",{parentName:"admonition"},"When you first connect to GitPod, you will have already authenticated Flow, but if you leave GitPod opened for too long, you may have to reauthenticate Flow. To do this:"),(0,o.kt)("ol",{parentName:"admonition"},(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Go to the ",(0,o.kt)("a",{parentName:"p",href:"https://dashboard.estuary.dev/admin/api"},"CLI-API tab of the web app")," and copy your access token.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Run ",(0,o.kt)("inlineCode",{parentName:"p"},"flowctl auth token --token ")," in the GitPod terminal.")))),(0,o.kt)("h2",{id:"add-a-sql-derivation-in-gitpod"},"Add a SQL derivation in GitPod"),(0,o.kt)("p",null,"If you chose ",(0,o.kt)("strong",{parentName:"p"},"SQL")," as your transformation language, follow these steps."),(0,o.kt)("p",null,"Along with the derivation's ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," you found in the previous steps, there are two other files:"),(0,o.kt)("ul",null,(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"A ",(0,o.kt)("strong",{parentName:"p"},"lambda")," file. This is where you'll write your first SQL transformation.\nIts name follows the pattern ",(0,o.kt)("inlineCode",{parentName:"p"},"derivation-name.lambda.source-collection-name.sql"),".\nUsing the example above, it'd be called ",(0,o.kt)("inlineCode",{parentName:"p"},"anvil-status.lambda.anvils.sql"),".")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"A ",(0,o.kt)("strong",{parentName:"p"},"migrations")," file. ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/derivations#migrations"},"Migrations")," allow you to leverage other features of the sqlite database that backs your derivation by creating tables, indices, views, and more.\nIts name follows the pattern ",(0,o.kt)("inlineCode",{parentName:"p"},"derivation-name.migration.0.sql"),".\nUsing the example above, it'd be called ",(0,o.kt)("inlineCode",{parentName:"p"},"anvil-status.migration.0.sql"),"."))),(0,o.kt)("ol",null,(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Open the ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file for your derivation. It looks something like this:"),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-yaml"},"collections:\n acmeCo/resources/anvil-status:\n schema:\n properties:\n your_key:\n type: string\n required:\n - your_key\n type: object\n key:\n - /your_key\n derive:\n using:\n sqlite:\n migrations:\n - anvil-status.migration.0.sql\n transforms:\n - name: anvils\n source: acmeCo/resources/anvils\n shuffle: any\n lambda: anvil-status.lambda.anvils.sql\n")),(0,o.kt)("p",{parentName:"li"},"Note the stubbed out schema and key.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Write the ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/schemas"},"schema")," you'd like your derivation to conform to and specify its ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/collections#keys"},"collection key"),". Keep in mind:"),(0,o.kt)("ul",{parentName:"li"},(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"The source collection's schema.")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"The transformation required to get from the source schema to the new schema.")))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Give the transform a unique ",(0,o.kt)("inlineCode",{parentName:"p"},"name")," (by default, it's the name of the source collection).")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"In the lambda file, write your SQL transformation."))),(0,o.kt)("admonition",{title:"Tip",type:"info"},(0,o.kt)("p",{parentName:"admonition"},"For help writing your derivation, start with these examples:"),(0,o.kt)("ul",{parentName:"admonition"},(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("a",{parentName:"li",href:"/pr-preview/pr-1172/getting-started/tutorials/continuous-materialized-view"},"Continuous materialized view tutorial")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("a",{parentName:"li",href:"/pr-preview/pr-1172/concepts/derivations#tutorial"},"Acme Bank examples"))),(0,o.kt)("p",{parentName:"admonition"},"The main ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/derivations"},"derivations page")," includes many other examples and in-depth explanations of how derivations work.")),(0,o.kt)("ol",{start:5},(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"If necessary, open the migration file and write your migration.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Preview the derivation locally."),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl preview --source flow.yaml\n"))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"If the preview output appears as expected, ",(0,o.kt)("strong",{parentName:"p"},"publish")," the derivation."),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl catalog publish --source flow.yaml\n")))),(0,o.kt)("p",null,"The derivation you created is now live and ready for further use.\nYou can access it from the web application and ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/guides/create-dataflow#create-a-materialization"},"materialize it to a destination"),",\njust as you would any other Flow collection."),(0,o.kt)("h2",{id:"add-a-typescript-derivation-in-gitpod"},"Add a TypeScript derivation in GitPod"),(0,o.kt)("p",null,"If you chose ",(0,o.kt)("strong",{parentName:"p"},"TypeScript")," as your transformation language, follow these steps."),(0,o.kt)("p",null,"Along with the derivation's ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," you found in the previous steps, there's another file for the TypeScript transformation.\nIt follows the naming convention ",(0,o.kt)("inlineCode",{parentName:"p"},"derivation-name.ts"),".\nUsing the example above, it'd be called ",(0,o.kt)("inlineCode",{parentName:"p"},"anvil-status.ts"),"."),(0,o.kt)("ol",null,(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Open the ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file for your derivation. It looks something like this:"),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-yaml"},"collections:\n acmeCo/resources/anvil-status:\n schema:\n properties:\n your_key:\n type: string\n required:\n - your_key\n type: object\n key:\n - /your_key\n derive:\n using:\n typescript:\n module: anvil-status.ts\n transforms:\n - name: anvils\n source: acmeCo/resources/anvils\n shuffle: any\n")),(0,o.kt)("p",{parentName:"li"},"Note the stubbed out schema and key.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Write the ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/schemas"},"schema")," you'd like your derivation to conform to and specify the ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/collections#keys"},"collection key"),". Keep in mind:"),(0,o.kt)("ul",{parentName:"li"},(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"The source collection's schema.")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"The transformation required to get from the source schema to the new schema.")))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Give the transform a unique ",(0,o.kt)("inlineCode",{parentName:"p"},"name")," (by default, it's the name of the source collection).")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"In the TypeScript file, write your transformation."))),(0,o.kt)("admonition",{title:"Tip",type:"info"},(0,o.kt)("p",{parentName:"admonition"},"For help writing a TypeScript derivation, start with ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/derivations#current-account-balances"},"this example"),"."),(0,o.kt)("p",{parentName:"admonition"},"The main ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/derivations"},"derivations page")," includes many other examples and in-depth explanations of how derivations work.")),(0,o.kt)("ol",{start:6},(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Preview the derivation locally."),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl preview --source flow.yaml\n"))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"If the preview output appears how you'd expect, ",(0,o.kt)("strong",{parentName:"p"},"publish")," the derivation."),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl catalog publish --source flow.yaml\n")))),(0,o.kt)("p",null,"The derivation you created is now live and ready for further use.\nYou can access it from the web application and ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/guides/create-dataflow#create-a-materialization"},"materialize it to a destination"),",\njust as you would any other Flow collection."),(0,o.kt)("h2",{id:"create-a-derivation-locally"},"Create a derivation locally"),(0,o.kt)("p",null,"Creating a derivation locally is largely the same as using GitPod, but has some extra steps. Those extra steps are explained here, but you'll find more useful context in the sections above."),(0,o.kt)("ol",null,(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Authorize flowctl."),(0,o.kt)("ol",{parentName:"li"},(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Go to the ",(0,o.kt)("a",{parentName:"p",href:"https://dashboard.estuary.dev/admin/api"},"CLI-API tab of the web app")," and copy your access token.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Run ",(0,o.kt)("inlineCode",{parentName:"p"},"flowctl auth token --token ")," in your local environment.")))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Locate the source collection for your derivation."),(0,o.kt)("ul",{parentName:"li"},(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"Check the web app's ",(0,o.kt)("strong",{parentName:"p"},"Collections"),".\nAll published entities to which you have access are listed and can be searched.")),(0,o.kt)("li",{parentName:"ul"},(0,o.kt)("p",{parentName:"li"},"Run ",(0,o.kt)("inlineCode",{parentName:"p"},"flowctl catalog list --collections"),". This command returns a complete list of collections to which you have access.\nYou can refine by specifying a ",(0,o.kt)("inlineCode",{parentName:"p"},"--prefix"),".")))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Pull the source collection locally using the full collection name."),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl catalog pull-specs --name acmeCo/resources/anvils\n")),(0,o.kt)("p",{parentName:"li"},"The source files are written to your current working directory.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Each slash-delimited prefix of your collection name has become a folder. Open the nested folders to find the ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file with the collection specification."),(0,o.kt)("p",{parentName:"li"},"Following the example above, you'd open the folders called ",(0,o.kt)("inlineCode",{parentName:"p"},"acmeCo"),", then ",(0,o.kt)("inlineCode",{parentName:"p"},"resources")," to find the correct ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file."),(0,o.kt)("p",{parentName:"li"},"The file contains the source collection specification and schema.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Add the derivation as a second collection in the ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file."),(0,o.kt)("ol",{parentName:"li"},(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Write the ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/schemas"},"schema")," you'd like your derivation to conform to and specify the ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/collections#keys"},"collection key"),". Reference the source collection's schema, and keep in mind the transformation required to get from the source schema to the new schema.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Add the ",(0,o.kt)("inlineCode",{parentName:"p"},"derive")," stanza. See examples for ",(0,o.kt)("a",{parentName:"p",href:"#add-a-sql-derivation-in-gitpod"},"SQL")," and ",(0,o.kt)("a",{parentName:"p",href:"#add-a-sql-derivation-in-gitpod"},"TypeScript")," above. Give your transform a a unique name.")))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Stub out the SQL or TypeScript files for your transform."),(0,o.kt)("pre",{parentName:"li"},(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl generate --source flow.yaml\n"))),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Locate the generated file, likely in the same subdirectory as the ",(0,o.kt)("inlineCode",{parentName:"p"},"flow.yaml")," file you've been working in.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Write your transformation.")),(0,o.kt)("li",{parentName:"ol"},(0,o.kt)("p",{parentName:"li"},"Preview the derivation locally."))),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl preview --source flow.yaml\n")),(0,o.kt)("ol",{start:7},(0,o.kt)("li",{parentName:"ol"},"If the preview output appears how you'd expect, ",(0,o.kt)("strong",{parentName:"li"},"publish")," the derivation.")),(0,o.kt)("pre",null,(0,o.kt)("code",{parentName:"pre",className:"language-console"},"flowctl catalog publish --source flow.yaml\n")),(0,o.kt)("p",null,"The derivation you created is now live and ready for further use.\nYou can access it from the web application and ",(0,o.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/guides/create-dataflow#create-a-materialization"},"materialize it to a destination"),",\njust as you would any other Flow collection."),(0,o.kt)("h2",{id:"updating-an-existing-derivation"},"Updating an existing derivation"),(0,o.kt)("p",null,"Derivations are applied on a go-forward basis only."),(0,o.kt)("p",null,"If you would like to make an update to an existing derivation (for example, adding columns to the derived collection), you can add a new transform by changing the name of your existing transform to a new name, and at the same time updating your lambda or TypeScript module."),(0,o.kt)("p",null,"From the Flow's perspective, this is equivalent to deleting the old transform and adding a new one. This will backfill over the source collection again with the updated SQL statement."))}d.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/pr-preview/pr-1172/assets/js/1bc1529f.34cec0c0.js b/pr-preview/pr-1172/assets/js/1bc1529f.34cec0c0.js new file mode 100644 index 0000000000..4fcc9448f3 --- /dev/null +++ b/pr-preview/pr-1172/assets/js/1bc1529f.34cec0c0.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunksite=self.webpackChunksite||[]).push([[2011],{3905:(e,t,n)=>{n.d(t,{Zo:()=>d,kt:()=>m});var r=n(7294);function a(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function s(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,r)}return n}function i(e){for(var t=1;t=0||(a[n]=e[n]);return a}(e,t);if(Object.getOwnPropertySymbols){var s=Object.getOwnPropertySymbols(e);for(r=0;r=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(a[n]=e[n])}return a}var c=r.createContext({}),l=function(e){var t=r.useContext(c),n=t;return e&&(n="function"==typeof e?e(t):i(i({},t),e)),n},d=function(e){var t=l(e.components);return r.createElement(c.Provider,{value:t},e.children)},p="mdxType",u={inlineCode:"code",wrapper:function(e){var t=e.children;return r.createElement(r.Fragment,{},t)}},y=r.forwardRef((function(e,t){var n=e.components,a=e.mdxType,s=e.originalType,c=e.parentName,d=o(e,["components","mdxType","originalType","parentName"]),p=l(n),y=a,m=p["".concat(c,".").concat(y)]||p[y]||u[y]||s;return n?r.createElement(m,i(i({ref:t},d),{},{components:n})):r.createElement(m,i({ref:t},d))}));function m(e,t){var n=arguments,a=t&&t.mdxType;if("string"==typeof e||a){var s=n.length,i=new Array(s);i[0]=y;var o={};for(var c in t)hasOwnProperty.call(t,c)&&(o[c]=t[c]);o.originalType=e,o[p]="string"==typeof e?e:a,i[1]=o;for(var l=2;l{n.r(t),n.d(t,{assets:()=>c,contentTitle:()=>i,default:()=>u,frontMatter:()=>s,metadata:()=>o,toc:()=>l});var r=n(7462),a=(n(7294),n(3905));const s={description:"Using the set reduction strategy",sidebar_position:5},i="set",o={unversionedId:"reference/reduction-strategies/set",id:"reference/reduction-strategies/set",title:"set",description:"Using the set reduction strategy",source:"@site/docs/reference/reduction-strategies/set.md",sourceDirName:"reference/reduction-strategies",slug:"/reference/reduction-strategies/set",permalink:"/pr-preview/pr-1172/reference/reduction-strategies/set",draft:!1,editUrl:"https://github.com/estuary/flow/edit/master/site/docs/reference/reduction-strategies/set.md",tags:[],version:"current",sidebarPosition:5,frontMatter:{description:"Using the set reduction strategy",sidebar_position:5},sidebar:"tutorialSidebar",previous:{title:"minimize and maximize",permalink:"/pr-preview/pr-1172/reference/reduction-strategies/minimize-and-maximize"},next:{title:"sum",permalink:"/pr-preview/pr-1172/reference/reduction-strategies/sum"}},c={},l=[],d={toc:l},p="wrapper";function u(e){let{components:t,...n}=e;return(0,a.kt)(p,(0,r.Z)({},d,n,{components:t,mdxType:"MDXLayout"}),(0,a.kt)("h1",{id:"set"},"set"),(0,a.kt)("p",null,(0,a.kt)("inlineCode",{parentName:"p"},"set")," interprets the document location as an update to a set."),(0,a.kt)("p",null,'The location must be an object having only \u201cadd", \u201cintersect", and \u201cremove\u201d properties. Any single \u201cadd", \u201cintersect", or \u201cremove\u201d is always allowed.'),(0,a.kt)("p",null,"A document with \u201cintersect\u201d and \u201cadd\u201d is allowed, and is interpreted as applying the intersection to the left-hand side set, followed by a union with the additions."),(0,a.kt)("p",null,"A document with \u201cremove\u201d and \u201cadd\u201d is also allowed, and is interpreted as applying the removals to the base set, followed by a union with the additions."),(0,a.kt)("p",null,"\u201cremove\u201d and \u201cintersect\u201d within the same document are prohibited."),(0,a.kt)("p",null,"Set additions are deeply merged. This makes sets behave like associative maps, where the \u201cvalue\u201d of a set member can be updated by adding it to the set again, with a reducible update."),(0,a.kt)("p",null,"Sets may be objects, in which case the object property serves as the set item key:"),(0,a.kt)("pre",null,(0,a.kt)("code",{parentName:"pre",className:"language-yaml"},'collections:\n - name: example/reductions/set\n schema:\n type: object\n reduce: { strategy: merge }\n properties:\n key: { type: string }\n value:\n # Sets are always represented as an object.\n type: object\n reduce: { strategy: set }\n # Schema for "add", "intersect", and "remove" properties\n # (each a map of keys and their associated sums):\n additionalProperties:\n type: object\n additionalProperties:\n type: number\n reduce: { strategy: sum }\n # Flow requires that all parents of locations with a reduce\n # annotation also have one themselves.\n # This strategy therefore must (currently) be here, but is ignored.\n reduce: { strategy: lastWriteWins }\n\n required: [key]\n key: [/key]\n\ntests:\n "Expect we can apply set operations to incrementally build associative maps":\n - ingest:\n collection: example/reductions/set\n documents:\n - { key: "key", value: { "add": { "a": 1, "b": 1, "c": 1 } } }\n - { key: "key", value: { "remove": { "b": 0 } } }\n - { key: "key", value: { "add": { "a": 1, "d": 1 } } }\n - verify:\n collection: example/reductions/set\n documents:\n - { key: "key", value: { "add": { "a": 2, "c": 1, "d": 1 } } }\n - ingest:\n collection: example/reductions/set\n documents:\n - { key: "key", value: { "intersect": { "a": 0, "d": 0 } } }\n - { key: "key", value: { "add": { "a": 1, "e": 1 } } }\n - verify:\n collection: example/reductions/set\n documents:\n - { key: "key", value: { "add": { "a": 3, "d": 1, "e": 1 } } }\n')),(0,a.kt)("p",null,"Sets can also be sorted arrays, which are ordered using a provide ",(0,a.kt)("inlineCode",{parentName:"p"},"key")," extractor. Keys are given as one or more JSON pointers, each relative to the item. 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You can also follow the link in your browser to see past image versions."),(0,r.kt)("p",null,"This connector is based on an open-source connector from a third party, with modifications for performance in the Flow system.\nYou can find their documentation ",(0,r.kt)("a",{parentName:"p",href:"https://docs.airbyte.com/integrations/sources/facebook-marketing/"},"here"),",\nbut keep in mind that the two versions may be significantly different."),(0,r.kt)("h2",{id:"supported-data-resources"},"Supported data resources"),(0,r.kt)("p",null,"The following data resources are supported:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/reference/adgroup"},"Ads")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/reference/ad-activity"},"Ad activities")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/reference/ad-creative"},"Ad creatives")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/reference/adgroup/insights/"},"Ad insights")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/reference/business/adaccount/"},"Business ad accounts")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/reference/ad-campaign-group"},"Campaigns")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/reference/ad-image"},"Images")),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/graph-api/reference/video/"},"Videos"))),(0,r.kt)("p",null,"By default, each resource associated with your Facebook Business account is mapped to a Flow collection through a separate binding."),(0,r.kt)("h2",{id:"prerequisites"},"Prerequisites"),(0,r.kt)("p",null,"There are two ways to authenticate with Facebook when capturing data into Flow: signing in with OAuth2, and manually supplying an access token.\nTheir prerequisites differ."),(0,r.kt)("p",null,"OAuth is recommended for simplicity in the Flow web app;\nthe manual method is the only supported method using the command line."),(0,r.kt)("h3",{id:"signing-in-with-oauth2"},"Signing in with OAuth2"),(0,r.kt)("p",null,"To use OAuth2 in the Flow web app, you'll need A Facebook Business account and its ",(0,r.kt)("a",{parentName:"p",href:"https://www.facebook.com/business/help/1492627900875762"},"Ad Account ID"),"."),(0,r.kt)("h3",{id:"configuring-manually-with-an-access-token"},"Configuring manually with an access token"),(0,r.kt)("p",null,"To configure manually with an access token, you'll need:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},"A Facebook Business account, and its Ad Account ID."),(0,r.kt)("li",{parentName:"ul"},"A Facebook app with:",(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},"The ",(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/products/marketing-api/"},"Marketing API")," enabled."),(0,r.kt)("li",{parentName:"ul"},"A Marketing API access token generated."),(0,r.kt)("li",{parentName:"ul"},"Access upgrade from Standard Access (the default) to Advanced Access. This allows a sufficient ",(0,r.kt)("a",{parentName:"li",href:"https://developers.facebook.com/docs/marketing-api/overview/authorization#limits"},"rate limit")," to support the connector.")))),(0,r.kt)("p",null,"Follow the steps below to meet these requirements."),(0,r.kt)("h4",{id:"setup"},"Setup"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Find your Facebook ",(0,r.kt)("a",{parentName:"p",href:"https://www.facebook.com/business/help/1492627900875762"},"Ad Account ID"),".")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"In Meta for Developers, ",(0,r.kt)("a",{parentName:"p",href:"https://developers.facebook.com/docs/development/create-an-app/"},"create a new app")," of the type Business.")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"On your new app's dashboard, click the button to set up the Marketing API.")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"On the Marketing API Tools tab, generate a Marketing API access token with all available permissions (",(0,r.kt)("inlineCode",{parentName:"p"},"ads_management"),", ",(0,r.kt)("inlineCode",{parentName:"p"},"ads_read"),", ",(0,r.kt)("inlineCode",{parentName:"p"},"read_insights"),", and ",(0,r.kt)("inlineCode",{parentName:"p"},"business_management"),").")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},(0,r.kt)("a",{parentName:"p",href:"https://developers.facebook.com/docs/marketing-api/overview/authorization/#access-levels"},"Request Advanced Access")," for your app. Specifically request the Advanced Access to the following:"),(0,r.kt)("ul",{parentName:"li"},(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"The feature ",(0,r.kt)("inlineCode",{parentName:"p"},"Ads Management Standard Access"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"The permission ",(0,r.kt)("inlineCode",{parentName:"p"},"ads_read"))),(0,r.kt)("li",{parentName:"ul"},(0,r.kt)("p",{parentName:"li"},"The permission ",(0,r.kt)("inlineCode",{parentName:"p"},"ads_management")))),(0,r.kt)("p",{parentName:"li"},"Once your request is approved, you'll have a high enough rate limit to proceed with running the connector."))),(0,r.kt)("h2",{id:"configuration"},"Configuration"),(0,r.kt)("p",null,"You configure connectors either in the Flow web app, or by directly editing the catalog specification file.\nSee ",(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors#using-connectors"},"connectors")," to learn more about using connectors. The values and specification sample below provide configuration details specific to the Facebook Marketing source connector."),(0,r.kt)("h3",{id:"properties"},"Properties"),(0,r.kt)("h4",{id:"endpoint"},"Endpoint"),(0,r.kt)("p",null,"By default, this connector captures all data associated with your Business Ad Account."),(0,r.kt)("p",null,"You can refine the data you capture from Facebook Marketing using the optional Custom Insights configuration.\nYou're able to specify certain fields to capture and apply data breakdowns.\n",(0,r.kt)("a",{parentName:"p",href:"https://developers.facebook.com/docs/marketing-api/insights/breakdowns"},"Breakdowns")," are a feature of the Facebook Marketing Insights API that allows you to group API output by common metrics.\n",(0,r.kt)("a",{parentName:"p",href:"https://developers.facebook.com/docs/marketing-api/insights/breakdowns#actionsbreakdown"},"Action breakdowns"),"\nare a subset of breakdowns that must be specified separately."),(0,r.kt)("table",null,(0,r.kt)("thead",{parentName:"table"},(0,r.kt)("tr",{parentName:"thead"},(0,r.kt)("th",{parentName:"tr",align:null},"Property"),(0,r.kt)("th",{parentName:"tr",align:null},"Title"),(0,r.kt)("th",{parentName:"tr",align:null},"Description"),(0,r.kt)("th",{parentName:"tr",align:null},"Type"),(0,r.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,r.kt)("tbody",{parentName:"table"},(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/access_token"))),(0,r.kt)("td",{parentName:"tr",align:null},"Access Token"),(0,r.kt)("td",{parentName:"tr",align:null},"The value of the access token generated."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/account_id"))),(0,r.kt)("td",{parentName:"tr",align:null},"Account ID"),(0,r.kt)("td",{parentName:"tr",align:null},"The Facebook Ad account ID to use when pulling data from the Facebook Marketing API."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required for ",(0,r.kt)("a",{parentName:"td",href:"#configuring-manually-with-an-access-token"},"manual authentication")," only")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/custom_insights")),(0,r.kt)("td",{parentName:"tr",align:null},"Custom Insights"),(0,r.kt)("td",{parentName:"tr",align:null},"A list which contains insights entries. 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Derive from this class to define new enumerations."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("em",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"em"},"/custom_insights/-/breakdowns"))),(0,r.kt)("td",{parentName:"tr",align:null},"Breakdowns"),(0,r.kt)("td",{parentName:"tr",align:null},"A list of chosen breakdowns to apply"),(0,r.kt)("td",{parentName:"tr",align:null},"array"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"[]"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("em",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"em"},"/custom_insights/-/breakdowns/-"))),(0,r.kt)("td",{parentName:"tr",align:null},"ValidBreakdowns"),(0,r.kt)("td",{parentName:"tr",align:null},"Generic enumeration. Derive from this class to define new enumerations."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("em",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"em"},"/custom_insights/-/end_date"))),(0,r.kt)("td",{parentName:"tr",align:null},"End Date"),(0,r.kt)("td",{parentName:"tr",align:null},"The date until which you","'","d like to replicate data for this stream, in the format YYYY-MM-DDT00:00:00Z. All data generated between the start date and this date will be replicated. 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Derive from this class to define new enumerations."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("em",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"em"},"/custom_insights/-/name"))),(0,r.kt)("td",{parentName:"tr",align:null},"Name"),(0,r.kt)("td",{parentName:"tr",align:null},"The name of the insight"),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("em",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"em"},"/custom_insights/-/start_date"))),(0,r.kt)("td",{parentName:"tr",align:null},"Start Date"),(0,r.kt)("td",{parentName:"tr",align:null},"The date from which you","'","d like to replicate data for this stream, in the format YYYY-MM-DDT00:00:00Z."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("em",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"em"},"/custom_insights/-/time_increment"))),(0,r.kt)("td",{parentName:"tr",align:null},"Time Increment"),(0,r.kt)("td",{parentName:"tr",align:null},"Time window in days by which to aggregate statistics. The sync will be chunked into N day intervals, where N is the number of days you specified. For example, if you set this value to 7, then all statistics will be reported as 7-day aggregates by starting from the start","_","date. If the start and end dates are October 1st and October 30th, then the connector will output 5 records: 01 - 06, 07 - 13, 14 - 20, 21 - 27, and 28 - 30 (3 days only)."),(0,r.kt)("td",{parentName:"tr",align:null},"integer"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"1"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/end_date")),(0,r.kt)("td",{parentName:"tr",align:null},"End Date"),(0,r.kt)("td",{parentName:"tr",align:null},"The date until which you","'","d like to capture data, in the format YYYY-MM-DDT00:00:00Z. All data generated between start","_","date and this date will be replicated. Not setting this option will result in always syncing the latest data."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/fetch_thumbnail_images")),(0,r.kt)("td",{parentName:"tr",align:null},"Fetch Thumbnail Images"),(0,r.kt)("td",{parentName:"tr",align:null},"In each Ad Creative, fetch the thumbnail","_","url and store the result in thumbnail","_","data","_","url"),(0,r.kt)("td",{parentName:"tr",align:null},"boolean"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"false"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/include_deleted")),(0,r.kt)("td",{parentName:"tr",align:null},"Include Deleted"),(0,r.kt)("td",{parentName:"tr",align:null},"Include data from deleted Campaigns, Ads, and AdSets"),(0,r.kt)("td",{parentName:"tr",align:null},"boolean"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"false"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/insights_lookback_window")),(0,r.kt)("td",{parentName:"tr",align:null},"Insights Lookback Window"),(0,r.kt)("td",{parentName:"tr",align:null},"The ",(0,r.kt)("a",{parentName:"td",href:"https://www.facebook.com/business/help/2198119873776795"},"attribution window")),(0,r.kt)("td",{parentName:"tr",align:null},"integer"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"28"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/max_batch_size")),(0,r.kt)("td",{parentName:"tr",align:null},"Maximum size of Batched Requests"),(0,r.kt)("td",{parentName:"tr",align:null},"Maximum batch size used when sending batch requests to Facebook API. Most users do not need to set this field unless they specifically need to tune the connector to address specific issues or use cases."),(0,r.kt)("td",{parentName:"tr",align:null},"integer"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"50"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/page_size")),(0,r.kt)("td",{parentName:"tr",align:null},"Page Size of Requests"),(0,r.kt)("td",{parentName:"tr",align:null},"Page size used when sending requests to Facebook API to specify number of records per page when response has pagination. Most users do not need to set this field unless they specifically need to tune the connector to address specific issues or use cases."),(0,r.kt)("td",{parentName:"tr",align:null},"integer"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"25"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/start_date"))),(0,r.kt)("td",{parentName:"tr",align:null},"Start Date"),(0,r.kt)("td",{parentName:"tr",align:null},"The date from which you","'","d like to begin capturing data, in the format YYYY-MM-DDT00:00:00Z. All data generated after this date will be replicated."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required")))),(0,r.kt)("h4",{id:"bindings"},"Bindings"),(0,r.kt)("table",null,(0,r.kt)("thead",{parentName:"table"},(0,r.kt)("tr",{parentName:"thead"},(0,r.kt)("th",{parentName:"tr",align:null},"Property"),(0,r.kt)("th",{parentName:"tr",align:null},"Title"),(0,r.kt)("th",{parentName:"tr",align:null},"Description"),(0,r.kt)("th",{parentName:"tr",align:null},"Type"),(0,r.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,r.kt)("tbody",{parentName:"table"},(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/stream"))),(0,r.kt)("td",{parentName:"tr",align:null},"Stream"),(0,r.kt)("td",{parentName:"tr",align:null},"Resource of your Facebook Marketing account from which collections are captured."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/syncMode"))),(0,r.kt)("td",{parentName:"tr",align:null},"Sync mode"),(0,r.kt)("td",{parentName:"tr",align:null},"Connection method."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required")))),(0,r.kt)("h3",{id:"sample"},"Sample"),(0,r.kt)("p",null,"This sample specification reflects the manual authentication method."),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-yaml"},"captures:\n ${PREFIX}/${CAPTURE_NAME}:\n endpoint:\n connector:\n image: ghcr.io/estuary/source-facebook-marketing:dev\n config:\n access_token: \n account_id: 000000000000000\n start_date: 2022-03-01T00:00:00Z\n custom_insights:\n - name: my-custom-insight\n fields: [ad_id, account_currency]\n breakdowns: [device_platform]\n action_breakdowns: [action_type]\n start_date: 2022-03-01T00:00:00Z\n bindings:\n - resource:\n stream: ad_account\n syncMode: incremental\n target: ${PREFIX}/ad_account\n - resource:\n stream: ad_sets\n syncMode: incremental\n target: ${PREFIX}/ad_sets\n - resource:\n stream: ads_insights\n syncMode: incremental\n target: ${PREFIX}/ads_insights\n - resource:\n stream: ads_insights_age_and_gender\n syncMode: incremental\n target: ${PREFIX}/ads_insights_age_and_gender\n - resource:\n stream: ads_insights_country\n syncMode: incremental\n target: ${PREFIX}/ads_insights_country\n - resource:\n stream: ads_insights_region\n syncMode: incremental\n target: ${PREFIX}/ads_insights_region\n - resource:\n stream: ads_insights_dma\n syncMode: incremental\n target: ${PREFIX}/ads_insights_dma\n - resource:\n stream: ads_insights_platform_and_device\n syncMode: incremental\n target: ${PREFIX}/ads_insights_platform_and_device\n - resource:\n stream: ads_insights_action_type\n syncMode: incremental\n target: ${PREFIX}/ads_insights_action_type\n - resource:\n stream: campaigns\n syncMode: incremental\n target: ${PREFIX}/campaigns\n - resource:\n stream: activities\n syncMode: incremental\n target: ${PREFIX}/activities\n - resource:\n stream: ads\n syncMode: incremental\n target: ${PREFIX}/ads\n - resource:\n stream: ad_creatives\n syncMode: full_refresh\n target: ${PREFIX}/ad_creatives\n")),(0,r.kt)("p",null,(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/captures#pull-captures"},"Learn more about capture definitions.")))}m.isMDXComponent=!0}}]); \ No newline at end of file diff --git a/pr-preview/pr-1172/assets/js/1cde271f.83abc0e7.js b/pr-preview/pr-1172/assets/js/1cde271f.83abc0e7.js new file mode 100644 index 0000000000..7dc22486db --- /dev/null +++ b/pr-preview/pr-1172/assets/js/1cde271f.83abc0e7.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunksite=self.webpackChunksite||[]).push([[2519],{3905:(e,t,n)=>{n.d(t,{Zo:()=>c,kt:()=>g});var a=n(7294);function r(e,t,n){return t in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function i(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);t&&(a=a.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),n.push.apply(n,a)}return n}function l(e){for(var t=1;t=0||(r[n]=e[n]);return r}(e,t);if(Object.getOwnPropertySymbols){var i=Object.getOwnPropertySymbols(e);for(a=0;a=0||Object.prototype.propertyIsEnumerable.call(e,n)&&(r[n]=e[n])}return r}var s=a.createContext({}),d=function(e){var t=a.useContext(s),n=t;return e&&(n="function"==typeof e?e(t):l(l({},t),e)),n},c=function(e){var t=d(e.components);return a.createElement(s.Provider,{value:t},e.children)},p="mdxType",u={inlineCode:"code",wrapper:function(e){var t=e.children;return a.createElement(a.Fragment,{},t)}},m=a.forwardRef((function(e,t){var n=e.components,r=e.mdxType,i=e.originalType,s=e.parentName,c=o(e,["components","mdxType","originalType","parentName"]),p=d(n),m=r,g=p["".concat(s,".").concat(m)]||p[m]||u[m]||i;return n?a.createElement(g,l(l({ref:t},c),{},{components:n})):a.createElement(g,l({ref:t},c))}));function g(e,t){var n=arguments,r=t&&t.mdxType;if("string"==typeof e||r){var i=n.length,l=new Array(i);l[0]=m;var o={};for(var s in t)hasOwnProperty.call(t,s)&&(o[s]=t[s]);o.originalType=e,o[p]="string"==typeof e?e:r,l[1]=o;for(var d=2;d{n.r(t),n.d(t,{assets:()=>s,contentTitle:()=>l,default:()=>u,frontMatter:()=>i,metadata:()=>o,toc:()=>d});var a=n(7462),r=(n(7294),n(3905));const i={},l="Amazon Redshift",o={unversionedId:"reference/Connectors/materialization-connectors/amazon-redshift",id:"reference/Connectors/materialization-connectors/amazon-redshift",title:"Amazon Redshift",description:"This connector materializes Flow collections into tables in an Amazon Redshift database.",source:"@site/docs/reference/Connectors/materialization-connectors/amazon-redshift.md",sourceDirName:"reference/Connectors/materialization-connectors",slug:"/reference/Connectors/materialization-connectors/amazon-redshift",permalink:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/amazon-redshift",draft:!1,editUrl:"https://github.com/estuary/flow/edit/master/site/docs/reference/Connectors/materialization-connectors/amazon-redshift.md",tags:[],version:"current",frontMatter:{},sidebar:"tutorialSidebar",previous:{title:"Snowflake",permalink:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/Snowflake"},next:{title:"MySQL",permalink:"/pr-preview/pr-1172/reference/Connectors/materialization-connectors/mysql"}},s={},d=[{value:"Prerequisites",id:"prerequisites",level:2},{value:"Configuration",id:"configuration",level:2},{value:"Properties",id:"properties",level:3},{value:"Endpoint",id:"endpoint",level:4},{value:"Bindings",id:"bindings",level:4},{value:"Sample",id:"sample",level:3},{value:"Setup",id:"setup",level:2},{value:"Naming Conventions",id:"naming-conventions",level:2},{value:"Performance considerations",id:"performance-considerations",level:2},{value:"Maximum record size",id:"maximum-record-size",level:2},{value:"Delta updates",id:"delta-updates",level:2}],c={toc:d},p="wrapper";function u(e){let{components:t,...n}=e;return(0,r.kt)(p,(0,a.Z)({},c,n,{components:t,mdxType:"MDXLayout"}),(0,r.kt)("h1",{id:"amazon-redshift"},"Amazon Redshift"),(0,r.kt)("p",null,"This connector materializes Flow collections into tables in an Amazon Redshift database."),(0,r.kt)("p",null,"The connector uses your AWS account to materialize to Redshift tables by way of files in an S3\nbucket. The files in the bucket as as a temporary staging area for data storage and retrieval."),(0,r.kt)("p",null,(0,r.kt)("a",{parentName:"p",href:"https://ghcr.io/estuary/materialize-redshift:dev"},(0,r.kt)("inlineCode",{parentName:"a"},"ghcr.io/estuary/materialize-redshift:dev")),"\nprovides the latest connector image. You can also follow the link in your browser to see past image\nversions."),(0,r.kt)("h2",{id:"prerequisites"},"Prerequisites"),(0,r.kt)("p",null,"To use this connector, you'll need:"),(0,r.kt)("ul",null,(0,r.kt)("li",{parentName:"ul"},'A Redshift cluster accessible either directly or using an SSH tunnel. The user configured to\nconnect to Redshift must have at least "create table" permissions for the configured schema. The\nconnector will create new tables in the database per your specification. Tables created manually\nin advance are not supported. See ',(0,r.kt)("a",{parentName:"li",href:"#setup"},"setup")," for more information."),(0,r.kt)("li",{parentName:"ul"},"An S3 bucket for staging temporary files. For best performance the bucket should be in the same\nregion as your Redshift cluster. See ",(0,r.kt)("a",{parentName:"li",href:"https://docs.aws.amazon.com/AmazonS3/latest/userguide/create-bucket-overview.html"},"this\nguide")," for\ninstructions on setting up a new S3 bucket."),(0,r.kt)("li",{parentName:"ul"},"An AWS root or IAM user with ",(0,r.kt)("a",{parentName:"li",href:"https://docs.aws.amazon.com/IAM/latest/UserGuide/reference_policies_examples_s3_rw-bucket.html"},"read and write\naccess"),"\nto the S3 bucket. For this user, you'll need the ",(0,r.kt)("strong",{parentName:"li"},"access key")," and ",(0,r.kt)("strong",{parentName:"li"},"secret access key"),". See the\n",(0,r.kt)("a",{parentName:"li",href:"https://aws.amazon.com/blogs/security/wheres-my-secret-access-key/"},"AWS blog")," for help finding\nthese credentials.")),(0,r.kt)("h2",{id:"configuration"},"Configuration"),(0,r.kt)("p",null,"Use the below properties to configure an Amazon Redshift materialization, which will direct one or\nmore of your Flow collections to your desired tables in the database."),(0,r.kt)("h3",{id:"properties"},"Properties"),(0,r.kt)("h4",{id:"endpoint"},"Endpoint"),(0,r.kt)("table",null,(0,r.kt)("thead",{parentName:"table"},(0,r.kt)("tr",{parentName:"thead"},(0,r.kt)("th",{parentName:"tr",align:null},"Property"),(0,r.kt)("th",{parentName:"tr",align:null},"Title"),(0,r.kt)("th",{parentName:"tr",align:null},"Description"),(0,r.kt)("th",{parentName:"tr",align:null},"Type"),(0,r.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,r.kt)("tbody",{parentName:"table"},(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/address"))),(0,r.kt)("td",{parentName:"tr",align:null},"Address"),(0,r.kt)("td",{parentName:"tr",align:null},"Host and port of the database. 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For optimal performance this should be in the same region as the Redshift database cluster."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/bucketPath")),(0,r.kt)("td",{parentName:"tr",align:null},"Bucket Path"),(0,r.kt)("td",{parentName:"tr",align:null},"A prefix that will be used to store objects in S3."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})))),(0,r.kt)("h4",{id:"bindings"},"Bindings"),(0,r.kt)("table",null,(0,r.kt)("thead",{parentName:"table"},(0,r.kt)("tr",{parentName:"thead"},(0,r.kt)("th",{parentName:"tr",align:null},"Property"),(0,r.kt)("th",{parentName:"tr",align:null},"Title"),(0,r.kt)("th",{parentName:"tr",align:null},"Description"),(0,r.kt)("th",{parentName:"tr",align:null},"Type"),(0,r.kt)("th",{parentName:"tr",align:null},"Required/Default"))),(0,r.kt)("tbody",{parentName:"table"},(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("strong",{parentName:"td"},(0,r.kt)("inlineCode",{parentName:"strong"},"/table"))),(0,r.kt)("td",{parentName:"tr",align:null},"Table"),(0,r.kt)("td",{parentName:"tr",align:null},"Name of the database table."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null},"Required")),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/delta_updates")),(0,r.kt)("td",{parentName:"tr",align:null},"Delta Update"),(0,r.kt)("td",{parentName:"tr",align:null},"Should updates to this table be done via delta updates. Default is false."),(0,r.kt)("td",{parentName:"tr",align:null},"boolean"),(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"false"))),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/schema")),(0,r.kt)("td",{parentName:"tr",align:null},"Alternative Schema"),(0,r.kt)("td",{parentName:"tr",align:null},"Alternative schema for this table (optional)."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})),(0,r.kt)("tr",{parentName:"tbody"},(0,r.kt)("td",{parentName:"tr",align:null},(0,r.kt)("inlineCode",{parentName:"td"},"/additional_table_create_sql")),(0,r.kt)("td",{parentName:"tr",align:null},"Additional Table Create SQL"),(0,r.kt)("td",{parentName:"tr",align:null},"Additional SQL statement(s) to be run in the same transaction that creates the table."),(0,r.kt)("td",{parentName:"tr",align:null},"string"),(0,r.kt)("td",{parentName:"tr",align:null})))),(0,r.kt)("h3",{id:"sample"},"Sample"),(0,r.kt)("pre",null,(0,r.kt)("code",{parentName:"pre",className:"language-yaml"},'materializations:\n ${PREFIX}/${mat_name}:\n endpoint:\n connector:\n image: "ghcr.io/estuary/materialize-redshift:dev"\n config:\n address: "redshift-cluster.account.us-east-2.redshift.amazonaws.com:5439"\n user: user\n password: password\n database: db\n awsAccessKeyId: access_key_id\n awsSecretAccessKey: secret_access_key\n bucket: my-bucket\n region: us-east-2\n bindings:\n - resource:\n table: ${TABLE_NAME}\n source: ${PREFIX}/${COLLECTION_NAME}\n')),(0,r.kt)("h2",{id:"setup"},"Setup"),(0,r.kt)("p",null,"You must configure your cluster to allow connections from Estuary. This can be accomplished by\nmaking your cluster accessible over the internet for Estuary Flow's IP address ",(0,r.kt)("inlineCode",{parentName:"p"},"34.121.207.128"),", or\nusing an SSH tunnel. Connecting to the S3 staging bucket does not use the network tunnel and\nconnects over HTTPS only."),(0,r.kt)("p",null,"Instructions for making a cluster accessible over the internet can be found\n",(0,r.kt)("a",{parentName:"p",href:"https://aws.amazon.com/premiumsupport/knowledge-center/redshift-cluster-private-public/"},"here"),".\nWhen using this option, database connections are made over SSL only."),(0,r.kt)("p",null,"For allowing secure connections via SSH tunneling:"),(0,r.kt)("ol",null,(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Refer to the ",(0,r.kt)("a",{parentName:"p",href:"../../../../guides/connect-network/"},"guide")," to configure an SSH server on using an\nAWS EC2 instance.")),(0,r.kt)("li",{parentName:"ol"},(0,r.kt)("p",{parentName:"li"},"Configure your connector as described in the ",(0,r.kt)("a",{parentName:"p",href:"#configuration"},"configuration")," section above, with\nthe additional of the ",(0,r.kt)("inlineCode",{parentName:"p"},"networkTunnel")," stanza to enable the SSH tunnel, if using. See ",(0,r.kt)("a",{parentName:"p",href:"/pr-preview/pr-1172/concepts/connectors#connecting-to-endpoints-on-secure-networks"},"Connecting to\nendpoints on secure\nnetworks")," for additional\ndetails and a sample."))),(0,r.kt)("h2",{id:"naming-conventions"},"Naming Conventions"),(0,r.kt)("p",null,"Redshift has requirements for ",(0,r.kt)("a",{parentName:"p",href:"https://docs.aws.amazon.com/redshift/latest/dg/r_names.html"},"names and\nidentifiers")," and this connector will\nautomatically apply quoting when needed. All table identifiers and column identifiers (corresponding\nto Flow collection fields) are treated as lowercase. Table names for bindings must be unique on a\ncase-insensitive basis, as well as field names of the source collection. 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To commit a\ntransaction, a table-level lock is acquired on these metadata tables. If there are multiple\nmaterializations using the same metadata tables, they will need to take turns acquiring these locks.\nThis locking behavior prevents "serializable isolation violation" errors in the case of multiple\nmaterializations sharing the same metadata tables at the expense of allowing only a single\nmaterialization to be actively committing a transaction.'),(0,r.kt)("h2",{id:"maximum-record-size"},"Maximum record size"),(0,r.kt)("p",null,"The maximum size of a single input document is 4 MB. Attempting to materialize collections with\ndocuments larger than 4 MB will result in an error. 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