{"id":47750,"date":"2023-02-16T06:35:49","date_gmt":"2023-01-22T21:30:08","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%94%af%e6%8c%81firestore%e5%90%91rdb%e8%bf%81%e7%a7%bb%e7%9a%84%e6%8a%80%e6%9c%af\/"},"modified":"2024-04-29T14:49:08","modified_gmt":"2024-04-29T06:49:08","slug":"%e6%94%af%e6%8c%81firestore%e5%90%91rdb%e8%bf%81%e7%a7%bb%e7%9a%84%e6%8a%80%e6%9c%af","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%94%af%e6%8c%81firestore%e5%90%91rdb%e8%bf%81%e7%a7%bb%e7%9a%84%e6%8a%80%e6%9c%af\/","title":{"rendered":"\u652f\u6301Firestore\u5411RDB\u8fc1\u79fb\u7684\u6280\u672f"},"content":{"rendered":"

\u5728\u6bd4\u7279\u9470\uff08Bitkey\uff09\u904e\u53bb\u4e3b\u8981\u4f7f\u7528Firestore\u4f5c\u70ba\u4e3b\u8981\u7684DB\uff0c\u4f46\u76ee\u524d\u6b63\u5728\u63a8\u9032\u8f49\u5411\u95dc\u806f\u5f0f\u6578\u64da\u5eab\uff08RDB\uff09\u3002<\/p>\n

\u4e3b\u8981\u7684\u8fc1\u79fb\u539f\u56e0\u662f\u4e1a\u52a1\u9886\u57df\u7684\u6269\u5f20\uff0c\u4ee5\u53caFirestore\u5728\u641c\u7d22\u6027\u80fd\u65b9\u9762\u7684\u4e0d\u8db3\u6210\u4e3a\u4e86\u5236\u7ea6\u56e0\u7d20\u3002<\/p>\n

\u8fc7\u53bb\u6211\u4eec\u4e00\u76f4\u4f7f\u7528Elasticsearch\u3001Algolia\u548c\u7528\u4e8e\u641c\u7d22\u76ee\u7684\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7b49\u6765\u8865\u5145\u641c\u7d22\u529f\u80fd\uff0c\u4f46\u73b0\u5728\u6211\u4eec\u8003\u8651\u5c06\u4e3b\u8981\u6570\u636e\u5e93\u8bbe\u4e3a\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u4ee5\u4fbf\u57fa\u672c\u4e0a\u65e0\u9700\u4f7f\u7528\u9644\u52a0\u7684\u6570\u636e\u5e93\u6765\u8fd0\u4f5c\u3002<\/p>\n

\u8fd9\u6b21\u6211\u4eec\u5c06\u4ecb\u7ecd\u5728\u529e\u516c\u533a\u57df\u7684\u4ea7\u54c1workhub\u4e0a\u63a8\u8fdb\u8f6c\u79fb\u7684\u5b9e\u65bd\u65b9\u5f0f\u3002<\/p>\n

\u653f\u7b56<\/h1>\n

\u76ee\u524d\uff0c\u6211\u4eec\u9009\u62e9\u540c\u6b65\u5730\u5c06\u6570\u636e\u540c\u6b65\u5230\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u800c\u4e0d\u4f7f\u7528Pubsub\u7b49\u5f02\u6b65\u7684\u65b9\u6cd5\u3002<\/p>\n

\u8fd9\u662f\u4e3a\u4e86\u5f3a\u8c03\u5199\u5165\u540e\u7684\u4e00\u81f4\u6027\u3002<\/p>\n

\u8f6c\u79fb\u7684\u5355\u4f4d\u57fa\u672c\u4e0a\u662f\u6309\u7167\u6536\u96c6\u7684\u5355\u5143\u8fdb\u884c\u7684\uff08\u9664\u975e\u6d89\u53ca\u5230\u67d0\u4e9b\u8be6\u7ec6\u89c4\u683c\u7684\u6574\u7406\uff09\u3002<\/p>\n

\u5728RDB\u65b9\u9762\uff0c\u76f8\u5e94\u7684\u8868\u4e3a1\u5230\u591a\u4e2a\u8868\u3002<\/p>\n

\u4f5c\u4e3a\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n

    \n
  1. \n
      \u5c06\u5199\u5165Firestore\u7684\u6570\u636e\u4e5f\u5199\u5165\u5230\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\u3002\u5bf9\u73b0\u6709\u6570\u636e\u8fdb\u884c\u8fc1\u79fb\u3002<\/ol>\n<\/li>\n<\/ol>\n

       <\/p>\n

        \n
      1. \n
          \u9010\u6b65\u79fb\u9664\u5bf9Firestore\u7684\u5f15\u7528\u3002<\/ol>\n<\/li>\n<\/ol>\n

           <\/p>\n

            \u505c\u6b62\u5411Firestore\u5199\u5165\u6570\u636e\u5e76\u5e9f\u5f03\u3002<\/ol>\n

            \u6784\u6210<\/h1>\n
            \"system.png\"<\/div>\n

            \u5927\u81f4\u4e0a\u8ff0\u662f\u8fd9\u6837\u7684\u6784\u6210<\/p>\n

            \u5199 (xi\u011b)<\/h1>\n

            \u6211\u4eec\u5c06\u6267\u884c\u5c06Firestore\u4e2d\u7684\u6dfb\u52a0\u3001\u66f4\u65b0\u548c\u5220\u9664\u540c\u6b65\u5230\u5173\u7cfb\u6570\u636e\u5e93\uff08RDB\uff09\u7684ETL\u8fc7\u7a0b\u3002<\/p>\n

            \u636e\u6211\u6240\u77e5\uff0c\u5e76\u6ca1\u6709\u592a\u5e38\u89c1\u7684\u89e3\u51b3\u65b9\u6848\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u8003\u8651\u4e86\u652f\u6301Firestore\u7684Google Cloud\u7684Dataflow\u3002<\/p>\n

              \u4e00\u822c\u800c\u8a00\uff0c\u5e38\u7528\u7684\u9078\u64c7\u662f\u4f7f\u7528 Apache Beam SDK \u652f\u6301\u7684 Java\/Python\/Go \u4e2d\u7684\u4e00\u7a2e\u3002\u5176\u4e2d\uff0cGoogle Cloud \u63d0\u4f9b\u7684\u5be6\u73fe\u4e3b\u8981\u4ee5 Java \u70ba\u4e3b\u3002\u7531\u65bc Firestore \u548c RDB \u7684\u7d50\u69cb\u4e0d\u540c\uff0c\u56e0\u6b64\u9700\u8981\u5be6\u73fe\u76f8\u5c0d\u8907\u96dc\u7684\u8f49\u63db\u8655\u7406\u3002\u4e3b\u8981\u8655\u7406 Firestore \u7684\u5718\u968a\u901a\u5e38\u4f7f\u7528 Node.js\uff08TypeScript\uff09\u3002<\/ol>\n

              \u8003\u8651\u5230\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u51b3\u5b9a\u4e0d\u91c7\u7528Dataflow\uff0c\u56e0\u4e3a\u5982\u679c\u8981\u5199Java\u4ee3\u7801\uff0c\u56e2\u961f\u5185\u90e8\u5c06\u9700\u8981\u82b1\u8d39\u5f88\u591a\u65f6\u95f4\u6765\u6269\u5c55\u3002\u53e6\u5916\uff0c\u8fd8\u5b58\u5728\u4e0e\u6211\u4eec\u65b9\u9488\u4e2d\u6240\u8ff0\u7684\u540c\u6b65\u5ef6\u8fdf\u76f8\u5173\u7684\u62c5\u5fe7\u3002<\/p>\n

              \u7531\u4e8e\u627e\u4e0d\u5230\u5176\u4ed6\u5408\u9002\u7684\u5019\u9009\u9879\uff0c\u6211\u4eec\u51b3\u5b9a\u81ea\u5df1\u8fdb\u884cETL\u5de5\u4f5c\u3002<\/p>\n

              \u5982\u4f55\u5c06\u540c\u6b65\u5904\u7406\u5d4c\u5165<\/h2>\n

              \u5982\u65b9\u91dd\u6240\u8ff0\uff0c\u6211\u5011\u5e0c\u671b\u9032\u884c\u540c\u6b65ETL\uff0c\u4f46\u5728\u9019\u7a2e\u60c5\u6cc1\u4e0b\uff0c\u5fc5\u9808\u78ba\u4fddETL\u5728\u6240\u6709\u7684\u66f4\u65b0\u64cd\u4f5c\u4e2d\u90fd\u88ab\u57f7\u884c\u3002<\/p>\n

              \u5728\u6bcf\u4e2a\u5730\u65b9\u660e\u786e\u5730\u6dfb\u52a0\u6570\u636e\u5e93\u5199\u5165\u662f\u5f88\u9ebb\u70e6\u4e14\u53ef\u80fd\u4f1a\u51fa\u73b0\u9057\u6f0f\u7684\u72b6\u6001\u3002<\/p>\n

              \u5728Workhub\u4e2d\uff0c\u6211\u4eec\u6700\u521d\u4f7f\u7528\u4e86\u4e00\u4e2a\u57fa\u4e8e\u64cd\u4f5c\u7684\u6846\u67b6\u6765\u8fdb\u884c\u5bf9Firestore\u7684\u5199\u5165\u64cd\u4f5c\u3002<\/p>\n

              \u6bcf\u4e2a\u96c6\u5408\u90fd\u6709\u6839\u636eOpenAPI\u89c4\u8303\u5b9a\u4e49\u7684Spec\u6240\u751f\u6210\u7684\u7c7b\u578b\u548c\u51fd\u6570\u96c6\uff0c\u6700\u7ec8\u5c06\u6784\u5efa\u4ee5\u4e0b\u64cd\u4f5c\uff0c\u5e76\u5c06\u5176\u8f93\u5165\u5230Firebase SDK\u4ee5\u6267\u884c\u5199\u5165\u64cd\u4f5c\u3002<\/p>\n

              export<\/span> type<\/span> FirestoreOperation<\/span> =<\/span> {<\/span>\r\n  path<\/span>:<\/span> string<\/span>;<\/span>\r\n  operation<\/span>:<\/span>\r\n    |<\/span> {<\/span>type<\/span>:<\/span> '<\/span>overwrite<\/span>'<\/span>;<\/span> data<\/span>:<\/span> {<\/span>id<\/span>:<\/span> string<\/span>}<\/span> &<\/span> Record<\/span><<\/span>string<\/span>,<\/span> any<\/span>><\/span>}<\/span>\r\n    |<\/span> {<\/span>type<\/span>:<\/span> '<\/span>merge<\/span>'<\/span>;<\/span> data<\/span>:<\/span> {<\/span>id<\/span>:<\/span> string<\/span>}<\/span> &<\/span> Record<\/span><<\/span>string<\/span>,<\/span> any<\/span>><\/span>}<\/span>\r\n    |<\/span> {<\/span>type<\/span>:<\/span> '<\/span>delete<\/span>'<\/span>;<\/span> id<\/span>:<\/span> string<\/span>};<\/span>\r\n};<\/span>\r\n<\/code><\/pre>\n
              \u6211\u5011\u5728\u9019\u500b\u5beb\u5165\u904e\u7a0b\u4e2d\u52a0\u5165\u4e86ETL\u64cd\u4f5c\uff0c\u4ee5\u539f\u59cb\u64cd\u4f5c\u4f5c\u70ba\u57fa\u790e\uff0c\u69cb\u5efa\u4e86\u5c0dRDB\u7684ETL\u8655\u7406\uff0c\u4ee5\u5be6\u73fe\u900f\u660e\u7684\u540c\u6b65\u3002<\/p>\n
                \n
              • \n
                  Extract: path\u3092\u5143\u306b\u30d5\u30a3\u30eb\u30bf<\/ul>\n<\/li>\n<\/ul>\n
                   <\/p>\n
                    \n
                  • \n
                      Transform: Prisma\u306e\u6a19\u6e96\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u5bfe\u3059\u308b Input \u3042\u308b\u3044\u306f Raw SQL \u3078\u5909\u63db<\/ul>\n<\/li>\n<\/ul>\n
                       <\/p>\n
                        Load: Prisma\u3067\u66f8\u304d\u8fbc\u307f<\/ul>\n
                        \u6b63\u5728\u8fdb\u884c\u3002<\/p>\n
                        \u5982\u4f55\u5904\u7406\u592a\u591a\u7684\u5b57\u6bb5?<\/h2>\n
                        Firestore\u662f\u4e00\u79cd\u9762\u5411\u6587\u6863\u7684\u6570\u636e\u5e93\uff0c\u53ef\u4ee5\u7075\u6d3b\u5730\u8fdb\u884c\u5d4c\u5957\u548c\u6570\u7ec4\u7b49\u64cd\u4f5c\u3002\u867d\u7136\u5728\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\uff0c\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u4f1a\u5c06\u5176\u62c6\u5206\u4e3a\u5b50\u8868\u683c\uff0c\u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5c06\u6570\u636e\u6620\u5c04\u5230\u8868\u683c\u53ef\u80fd\u4f1a\u53d8\u5f97\u56f0\u96be\u3002<\/p>\n
                        \u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u5c06\u5176\u8f6c\u6362\u4e3aJson\u7c7b\u578b\uff0c\u4f46\u662f\u6211\u4eec\u60f3\u9650\u5236\u5176\u5185\u5bb9\u7684\u7c7b\u578b\u3002<\/p>\n
                        \u7531\u4e8e\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u9700\u8981\u8fdb\u884c\u9a8c\u8bc1\u7684\u7528\u4f8b\uff0c\u6240\u4ee5\u6211\u4eec\u5728\u516c\u53f8\u5185\u90e8\u6b63\u5728\u5b9e\u65bd\u4e00\u4e2a\u7c7b\u4f3c\u4e8ezod\u6a21\u5f0f\u7684\u751f\u6210\u5668\u3002<\/p>\n
                         <\/p>\n
                        \u5728Prisma\u6a21\u5f0f\u4e0a<\/p>\n
                        \r\n\/\/\/ @zod.object({<\/span>\r\n\/\/\/ ...<\/span>\r\n\/\/\/ ...<\/span>\r\n\/\/\/ })<\/span>\r\ncomplecatedField<\/span> Json<\/span>?<\/span>\r\n<\/code><\/pre>\n
                        \u6211\u6b63\u5728\u751f\u6210Zod\u6a21\u5f0f\u3002<\/p>\n
                        \u7531\u4e8e\u53ea\u662f\u4e00\u7cfb\u5217\u5b57\u7b26\uff0c\u6240\u4ee5\u8bed\u6cd5\u65e0\u6cd5\u751f\u6548\uff0c\u8fd9\u662f\u4e00\u4e2a\u96be\u9898\u3002<\/p>\n
                        2. \u9605\u8bfb\uff08\u540e\u7aef\uff09<\/h1>\n
                        Firestore\u63d0\u4f9b\u4e86\u76f4\u63a5\u5728\u6d4f\u89c8\u5668\u548c\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u4e2d\u8fdb\u884c\u67e5\u8be2\u7684\u529f\u80fd\u3002\u8fd9\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u6839\u636e\u7279\u5b9a\u7528\u4f8b\u6761\u4ef6\u7075\u6d3b\u5730\u8fdb\u884c\u67e5\u8be2\u3002<\/p>\n
                        \u4e3a\u4e86\u80fd\u591f\u76f4\u63a5\u79fb\u690d\u8fd9\u4e00\u7ecf\u9a8c\uff0c\u6211\u4eec\u51b3\u5b9a\u91c7\u7528GraphQL\u3002<\/p>\n
                        \u6709\u51e0\u4e2a\u5b98\u65b9\u7684\u89e3\u51b3\u65b9\u6848\u5c06Prisma\u4f5c\u4e3a\u6570\u636e\u5e93\u7684GraphQL\u670d\u52a1\u5668\u8fdb\u884c\u4e86\u603b\u7ed3\u3002<\/p>\n
                         <\/p>\n
                        \u5728\u5c1d\u8bd5\u5176\u4e2d\u51e0\u4e2a\u9009\u62e9\u4e4b\u540e\uff0c\u6211\u4eec\u9009\u62e9\u4e86\u4f53\u9a8c\u6700\u597d\u7684Pothos\u3002<\/p>\n
                         <\/p>\n
                        \u4e00\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5982\u516c\u5f0f\u793a\u4f8b\u6240\u793a\uff0c\u53ef\u4ee5\u5c06Prisma\u5b57\u6bb5\u76f4\u63a5\u6620\u5c04\u5230GraphQL\uff0c\u8fd9\u6837\u505a\u76f8\u5bf9\u5bb9\u6613\uff1b\u800c\u5728\u9700\u8981\u7279\u6b8a\u6620\u5c04\u5230GraphQL\u65f6\uff0c\u4e5f\u53ef\u4ee5\u76f8\u5bf9\u7075\u6d3b\u5730\u8fdb\u884c\u5b9a\u4e49\u3002<\/p>\n
                        \u5f53\u76f4\u63a5\u6620\u5c04Prisma\u7684\u5b57\u6bb5\u65f6\uff0c\u5982\u679c\u6bcf\u4e00\u4e2a\u5b57\u6bb5\u90fd\u9700\u8981\u9010\u4e00\u5b9a\u4e49\u7684\u8bdd\u4f1a\u6709\u4e9b\u7e41\u7410\uff0c\u4f46\u662f\u7ecf\u8fc7\u4ed4\u7ec6\u5ba1\u67e5\u540e\uff0c\u53d1\u73b0\u7531\u4e8eCopilot\u7684\u5e2e\u52a9\uff0c\u8fd9\u6837\u7b80\u5355\u7684\u6620\u5c04\u5df2\u7ecf\u53d8\u5f97\u76f8\u5f53\u5bb9\u6613\u4e86\u3002<\/div>\n
                        \/\/ Create an object type based on a prisma model<\/span>\r\n\/\/ without providing any custom type information<\/span>\r\nbuilder<\/span>.<\/span>prismaObject<\/span>(<\/span>'<\/span>User<\/span>'<\/span>,<\/span> {<\/span>\r\n  fields<\/span>:<\/span> (<\/span>t<\/span>)<\/span> =><\/span> ({<\/span>\r\n    \/\/ expose fields from the database<\/span>\r\n    id<\/span>:<\/span> t<\/span>.<\/span>exposeID<\/span>(<\/span>'<\/span>id<\/span>'<\/span>),<\/span>\r\n    email<\/span>:<\/span> t<\/span>.<\/span>exposeString<\/span>(<\/span>'<\/span>email<\/span>'<\/span>),<\/span>\r\n    bio<\/span>:<\/span> t<\/span>.<\/span>string<\/span>({<\/span>\r\n      \/\/ automatically load the bio from the profile<\/span>\r\n      \/\/ when this field is queried<\/span>\r\n      select<\/span>:<\/span> {<\/span>\r\n        profile<\/span>:<\/span> {<\/span>\r\n          select<\/span>:<\/span> {<\/span>\r\n            bio<\/span>:<\/span> true<\/span>,<\/span>\r\n          },<\/span>\r\n        },<\/span>\r\n      },<\/span>\r\n      \/\/ user will be typed correctly to include the<\/span>\r\n      \/\/ selected fields from above<\/span>\r\n      resolve<\/span>:<\/span> (<\/span>user<\/span>)<\/span> =><\/span> user<\/span>.<\/span>profile<\/span>.<\/span>bio<\/span>,<\/span>\r\n    }),<\/span>\r\n    \/\/ Load posts as list field.<\/span>\r\n    posts<\/span>:<\/span> t<\/span>.<\/span>relation<\/span>(<\/span>'<\/span>posts<\/span>'<\/span>,<\/span> {<\/span>\r\n      args<\/span>:<\/span> {<\/span>\r\n        oldestFirst<\/span>:<\/span> t<\/span>.<\/span>arg<\/span>.<\/span>boolean<\/span>(),<\/span>\r\n      },<\/span>\r\n      \/\/ Define custom query options that are applied when<\/span>\r\n      \/\/ loading the post relation<\/span>\r\n      query<\/span>:<\/span> (<\/span>args<\/span>,<\/span> context<\/span>)<\/span> =><\/span> ({<\/span>\r\n        orderBy<\/span>:<\/span> {<\/span>\r\n          createdAt<\/span>:<\/span> args<\/span>.<\/span>oldestFirst<\/span> ?<\/span> '<\/span>asc<\/span>'<\/span> :<\/span> '<\/span>desc<\/span>'<\/span>,<\/span>\r\n        },<\/span>\r\n      }),<\/span>\r\n    }),<\/span>\r\n    \/\/ creates relay connection that handles pagination<\/span>\r\n    \/\/ using prisma's built in cursor based pagination<\/span>\r\n    postsConnection<\/span>:<\/span> t<\/span>.<\/span>relatedConnection<\/span>(<\/span>'<\/span>posts<\/span>'<\/span>,<\/span> {<\/span>\r\n      cursor<\/span>:<\/span> '<\/span>id<\/span>'<\/span>,<\/span>\r\n    }),<\/span>\r\n  }),<\/span>\r\n});<\/span>\r\n<\/code><\/pre>\n
                        \u5f15\u7528\uff1ahttps:\/\/pothos-graphql.dev\/docs\/plugins\/prisma#\u793a\u4f8b<\/p>\n
                        \u95ee\uff1a\u8bf7\u4ee5\u4e2d\u6587\u4e3a\u6bcd\u8bed\u8fdb\u884c\u89e3\u91ca<\/p>\n
                        \u56de\u7b54\uff1a\u8bf7\u53c2\u8003\u4ee5\u4e0b\u94fe\u63a5\uff1ahttps:\/\/pothos-graphql.dev\/docs\/plugins\/prisma#\u793a\u4f8b<\/p>\n
                        \u7075\u6d3b\u7684\u67e5\u8be2\u53c2\u6570<\/h2>\n
                        \u5728Firestore\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528”in”\u6216”array-contains”\u7b49\u67e5\u8be2\u6761\u4ef6\uff0c\u4f46GraphQL\u4e5f\u901a\u8fc7\u5b9a\u4e49\u67e5\u8be2\u53c2\u6570\u6765\u5b9e\u73b0\u7c7b\u4f3c\u7684\u529f\u80fd\u3002<\/p>\n
                        \u4f8b\u5982\uff0c\u9488\u5bf9\u8eab\u4efd\u8bc1\u7684\u641c\u7d22\u548c\u7b5b\u9009<\/p>\n
                        import<\/span> {<\/span>builder<\/span>}<\/span> from<\/span> '<\/span>@\/graphql\/common\/builder<\/span>'<\/span>;<\/span>\r\n\r\nexport<\/span> const<\/span> IdInput<\/span> =<\/span> builder<\/span>.<\/span>inputType<\/span>(<\/span>'<\/span>IdInput<\/span>'<\/span>,<\/span> {<\/span>\r\n  fields<\/span>:<\/span> t<\/span> =><\/span> ({<\/span>\r\n    equals<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    not<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    in<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> [<\/span>'<\/span>String<\/span>'<\/span>],<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    notIn<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> [<\/span>'<\/span>String<\/span>'<\/span>],<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n  }),<\/span>\r\n});<\/span>\r\nexport<\/span> type<\/span> WhereIdInput<\/span> =<\/span> {<\/span>\r\n  equals<\/span>?:<\/span> string<\/span> |<\/span> null<\/span> |<\/span> undefined<\/span>;<\/span>\r\n  not<\/span>?:<\/span> string<\/span> |<\/span> null<\/span> |<\/span> undefined<\/span>;<\/span>\r\n  in<\/span>?:<\/span> string<\/span>[]<\/span> |<\/span> undefined<\/span> |<\/span> null<\/span>;<\/span>\r\n  notIn<\/span>?:<\/span> string<\/span>[]<\/span> |<\/span> undefined<\/span> |<\/span> null<\/span>;<\/span>\r\n};<\/span>\r\n\r\nexport<\/span> const<\/span> prismaWhereIdNullable<\/span> =<\/span> (<\/span>input<\/span>:<\/span> WhereIdInput<\/span>)<\/span> =><\/span> {<\/span>\r\n  return<\/span> input<\/span>;<\/span>\r\n};<\/span>\r\n\r\nexport<\/span> const<\/span> prismaWhereId<\/span> =<\/span> (<\/span>input<\/span>:<\/span> WhereIdInput<\/span>)<\/span> =><\/span> {<\/span>\r\n  return<\/span> {<\/span>\r\n    equals<\/span>:<\/span> input<\/span>.<\/span>equals<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n    not<\/span>:<\/span> input<\/span>.<\/span>not<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n    in<\/span>:<\/span> input<\/span>.<\/span>in<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n    notIn<\/span>:<\/span> input<\/span>.<\/span>notIn<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n  };<\/span>\r\n};<\/span>\r\n<\/code><\/pre>\n
                        \u641c\u7d22\u5b57\u7b26\u4e32<\/p>\n
                        import<\/span> {<\/span>builder<\/span>}<\/span> from<\/span> '<\/span>@\/graphql\/common\/builder<\/span>'<\/span>;<\/span>\r\n\r\nexport<\/span> const<\/span> StringInput<\/span> =<\/span> builder<\/span>.<\/span>inputType<\/span>(<\/span>'<\/span>StringInput<\/span>'<\/span>,<\/span> {<\/span>\r\n  fields<\/span>:<\/span> t<\/span> =><\/span> ({<\/span>\r\n    equals<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    not<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    \/\/ \u4f7f\u3046\u6642\u306findex\u306b\u8981\u6ce8\u610f<\/span>\r\n    contains<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    notContains<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    startsWith<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    \/\/ \u4f7f\u3046\u6642\u306findex\u306b\u8981\u6ce8\u610f<\/span>\r\n    endsWith<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n  }),<\/span>\r\n});<\/span>\r\n<\/code><\/pre>\n
                        \u5728\u5b57\u7b26\u4e32\u5217\u4e2d\u8fdb\u884c\u641c\u7d22<\/p>\n
                        import<\/span> {<\/span>builder<\/span>}<\/span> from<\/span> '<\/span>@\/graphql\/common\/builder<\/span>'<\/span>;<\/span>\r\n\r\nexport<\/span> const<\/span> StringListInput<\/span> =<\/span> builder<\/span>.<\/span>inputType<\/span>(<\/span>'<\/span>StringListInput<\/span>'<\/span>,<\/span> {<\/span>\r\n  fields<\/span>:<\/span> t<\/span> =><\/span> ({<\/span>\r\n    equals<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> [<\/span>'<\/span>String<\/span>'<\/span>],<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    has<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>String<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    hasEvery<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> [<\/span>'<\/span>String<\/span>'<\/span>],<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    hasSome<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> [<\/span>'<\/span>String<\/span>'<\/span>],<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n    isEmpty<\/span>:<\/span> t<\/span>.<\/span>field<\/span>({<\/span>type<\/span>:<\/span> '<\/span>Boolean<\/span>'<\/span>,<\/span> required<\/span>:<\/span> false<\/span>}),<\/span>\r\n  }),<\/span>\r\n});<\/span>\r\nexport<\/span> type<\/span> WhereStringListInput<\/span> =<\/span> {<\/span>\r\n  equals<\/span>?:<\/span> string<\/span>[]<\/span> |<\/span> null<\/span> |<\/span> undefined<\/span>;<\/span>\r\n  has<\/span>?:<\/span> string<\/span> |<\/span> null<\/span> |<\/span> undefined<\/span>;<\/span>\r\n  hasEvery<\/span>?:<\/span> string<\/span>[]<\/span> |<\/span> undefined<\/span> |<\/span> null<\/span>;<\/span>\r\n  hasSome<\/span>?:<\/span> string<\/span>[]<\/span> |<\/span> undefined<\/span> |<\/span> null<\/span>;<\/span>\r\n  isEmpty<\/span>?:<\/span> boolean<\/span> |<\/span> undefined<\/span> |<\/span> null<\/span>;<\/span>\r\n};<\/span>\r\n\r\nexport<\/span> const<\/span> prismaWhereStringListNullable<\/span> =<\/span> (<\/span>input<\/span>:<\/span> WhereStringListInput<\/span>)<\/span> =><\/span> {<\/span>\r\n  return<\/span> input<\/span>;<\/span>\r\n};<\/span>\r\n\r\nexport<\/span> const<\/span> prismaWhereStringList<\/span> =<\/span> (<\/span>input<\/span>:<\/span> WhereStringListInput<\/span>)<\/span> =><\/span> {<\/span>\r\n  return<\/span> {<\/span>\r\n    equals<\/span>:<\/span> input<\/span>.<\/span>equals<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n    has<\/span>:<\/span> input<\/span>.<\/span>has<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n    hasEvery<\/span>:<\/span> input<\/span>.<\/span>hasEvery<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n    hasSome<\/span>:<\/span> input<\/span>.<\/span>hasSome<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n    isEmpty<\/span>:<\/span> input<\/span>.<\/span>isEmpty<\/span> ??<\/span> undefined<\/span>,<\/span>\r\n  };<\/span>\r\n};<\/span>\r\n<\/code><\/pre>\n
                        \u6211\u6b63\u5728\u5b9e\u73b0\u9488\u5bf9\u7c7b\u4f3cInputType\u7684\u5b9e\u7528\u7a0b\u5e8f\u3002<\/p>\n
                        \u5728\u4f7f\u7528\u65f6\uff0c\u8bf7\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u3002<\/p>\n
                        args<\/span>:<\/span> {<\/span>\r\n  id<\/span>:<\/span> t<\/span>.<\/span>arg<\/span>({<\/span>type<\/span>:<\/span> IdInput<\/span>}),<\/span>\r\n},<\/span>\r\nresolve<\/span>:<\/span> async <\/span>(<\/span>query<\/span>,<\/span> args<\/span>)<\/span> =><\/span> {<\/span>\r\n  return<\/span> prisma<\/span>.<\/span>user<\/span>.<\/span>findMany<\/span>({<\/span>\r\n    ...<\/span>query<\/span>,<\/span>\r\n\twhere<\/span>:<\/span> {<\/span>\r\n\t  id<\/span>:<\/span> args<\/span>.<\/span>id<\/span> ?<\/span> prismaWhereId<\/span>(<\/span>args<\/span>.<\/span>id<\/span>)<\/span> :<\/span> undefined<\/span>,<\/span>\r\n    }<\/span>\r\n  })<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                        \u7531\u4e8ePrisma\u63d0\u4f9b\u4e86\u7c7b\u4f3c\u4e8ehasEvery\u548cstartsWith\u7684\u4eba\u6027\u5316\u63a5\u53e3\uff0c\u56e0\u6b64\u53ea\u9700\u8981\u6839\u636e\u5176\u5b9a\u4e49InputType\u5e76\u5c06\u5176\u4f20\u9012\u7ed9where\uff0c\u5c31\u53ef\u4ee5\u8f7b\u677e\u5730\u8fdb\u884c\u8fc7\u6ee4\u3002<\/p>\n
                        \u8003\u8651\u5230Pothos\u516c\u5f0f\u4e5f\u5f00\u59cb\u5b9e\u65bd\u7c7b\u4f3c\u7684\u63d2\u4ef6\uff0c\u73b0\u9636\u6bb5\u8fd9\u4e2a\u5305\u8fd8\u5904\u4e8e\u9ad8\u5ea6\u5b9e\u9a8c\u9636\u6bb5\uff0c\u4e0d\u5efa\u8bae\u5728\u751f\u4ea7\u4e2d\u4f7f\u7528\uff0c\u6240\u4ee5\u4e00\u65e6\u7a33\u5b9a\u4e0b\u6765\uff0c\u6211\u5e0c\u671b\u8003\u8651\u8fc1\u79fb\u3002<\/p>\n
                        \u5b89\u5168\u89c4\u5219<\/h2>\n
                        \u5728Firestore\u4e2d\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u5b89\u5168\u89c4\u5219\u6765\u63a7\u5236\u5bf9\u8d44\u6e90\u7684\u6388\u6743\u3002<\/p>\n
                        match<\/span> \/<\/span>organizations<\/span>\/<\/span>{<\/span>organizationId<\/span>}<\/span>\/spaces <\/span>{\r\n<\/span>  allow<\/span> read<\/span>,<\/span> write<\/span>:<\/span> if<\/span> request<\/span>.<\/span>auth<\/span> !=<\/span> null<\/span> &&<\/span> request<\/span>.<\/span>auth<\/span>.<\/span>token<\/span>.<\/span>organizationId<\/span> ==<\/span> organizationId<\/span>\r\n}<\/span>\r\n<\/code><\/pre>\n
                        Pothos\u63d0\u4f9b\u4e86Auth\u63d2\u4ef6\uff0c\u53ef\u4ee5\u5b9e\u73b0\u7c7b\u4f3c\u7684\u529f\u80fd\u3002<\/p>\n
                         <\/p>\n
                        \u4f8b\u5982\uff0c\u53ef\u4ee5\u5bf9\u6a21\u578b\u8fdb\u884c\u6388\u6743\u63a7\u5236\uff0c\u5982\u4e0b\u6240\u793a\u3002<\/p>\n
                        export<\/span> const<\/span> Space<\/span> =<\/span> builder<\/span>.<\/span>prismaNode<\/span>(<\/span>'<\/span>Space<\/span>'<\/span>,<\/span> {<\/span>\r\n  authScopes<\/span>:<\/span> (<\/span>space<\/span>,<\/span> context<\/span>)<\/span> =><\/span> {<\/span>\r\n    return<\/span> !!<\/span>context<\/span>.<\/span>operator<\/span> &&<\/span> space<\/span>.<\/span>organizationId<\/span> ===<\/span> context<\/span>.<\/span>operator<\/span>.<\/span>organizationId<\/span>;<\/span>\r\n  },<\/span>\r\n  \/\/ ...<\/span>\r\n<\/code><\/pre>\n
                        \u53ef\u4ee5\u57fa\u4e8e\u5b57\u6bb5\u8fdb\u884c\u8bbe\u7f6e\uff0c\u5e76\u7075\u6d3b\u5730\u8fdb\u884c\u63a7\u5236\u3002<\/p>\n
                        \u4e3a\u4e86\u66f4\u4e25\u683c\u5730\u8fdb\u884c\u7ba1\u7406\uff0c\u53ef\u4ee5\u5728PostgreSQL\u4e2d\u4f7f\u7528\u884c\u7ea7\u5b89\u5168\uff08RLS\uff09\uff0c\u4f46\u76ee\u524d\u5728workhub\u5c1a\u672a\u5f15\u5165\u3002<\/p>\n
                        \u4f5c\u4e3a\u53c2\u8003\uff0cPrisma\u63d0\u4f9b\u4e86\u4e00\u4e2a\u57fa\u4e8eextension\u7684\u5728RLS\u4e2d\u5207\u6362\u79df\u6237\u7684\u793a\u4f8b\u3002\u5728\u9700\u8981\u65f6\uff0c\u6211\u4f1a\u8003\u8651\u53c2\u8003\u8fd9\u4e2a\u793a\u4f8b\u5e76\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n
                         <\/p>\n
                        \u5176\u4ed6<\/h2>\n
                        \u5728Pothos\u4e4b\u524d\uff0c\u6211\u4eec\u4f7f\u7528Apollo\u670d\u52a1\u5668\u3002<\/p>\n
                        \u7531\u4e8e\u6ca1\u6709\u7279\u522b\u9009\u62e9Apollo server\u7684\u7406\u7531\uff0c\u53ef\u80fd\u4f1a\u8003\u8651\u6839\u636e\u9700\u8981\u8f6c\u79fb\u5230GraphQL Yoga\u7b49\u3002<\/p>\n
                        3. \u9605\u8bfb\uff08\u524d\u7aef\uff09<\/h1>\n
                        \u6211\u4eec\u9009\u62e9\u4e86urql\u4f5c\u4e3a\u524d\u7aef\u7684GraphQL\u5ba2\u6237\u7aef\u3002<\/p>\n
                         <\/p>\n
                        \u76ee\u524d\u4e3a\u6b62\u6211\u4eec\u8fd8\u6ca1\u6709\u4f7f\u7528 Mutation\uff0c\u5728 Apollo client \u548c urql \u4e4b\u95f4\u5e76\u6ca1\u6709\u592a\u5927\u7684\u5dee\u5f02\uff0c\u4f46\u662f\u6211\u4eec\u9009\u62e9\u4e86 urql\uff0c\u56e0\u4e3a\u5b83\u66f4\u7b80\u5355\u6613\u7528\u3002<\/p>\n
                        \u89c6\u60c5\u51b5\u800c\u5b9a\uff0c\u4e4b\u540e\u53ef\u80fd\u4f1a\u8003\u8651\u8fc1\u79fb\u5230Apollo client\u3002<\/p>\n
                        \u6211\u4eec\u4f7f\u7528graphql-codegen\u7684client-preset\u6765\u652f\u6301TypeScript\u3002<\/p>\n
                         <\/p>\n
                        \u53ef\u4ee5\u901a\u8fc7\u8bbf\u95ee\u670d\u52a1\u5668\u6765\u6620\u5c04GraphQL\u6a21\u5f0f\uff0c\u4f46\u6211\u4eec\u9009\u62e9\u7b80\u5355\u5730\u901a\u8fc7\u6587\u4ef6\u8fdb\u884c\u540c\u6b65\uff0c\u4f7f\u7528GitHub Actions\u6765\u76d1\u6d4bGraphQL\u670d\u52a1\u5668\u7684\u53d8\u66f4\u5e76\u5c06\u5176\u540c\u6b65\u81f3\u524d\u7aef\u4ee3\u7801\u4ed3\u5e93\u3002<\/p>\n
                        \u8981\u8f93\u51faPothos\u7684\u6a21\u5f0f\uff0c\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n
                        import<\/span> {<\/span>printSchema<\/span>,<\/span> lexicographicSortSchema<\/span>}<\/span> from<\/span> '<\/span>graphql<\/span>'<\/span>;<\/span>\r\n\r\nconst<\/span> schema<\/span> =<\/span> builder<\/span>.<\/span>toSchema<\/span>({});<\/span>\r\nconst<\/span> schemaAsString<\/span> =<\/span> printSchema<\/span>(<\/span>lexicographicSortSchema<\/span>(<\/span>schema<\/span>));<\/span>\r\nconsole<\/span>.<\/span>log<\/span>(<\/span>schemaAsString<\/span>);<\/span>\r\n<\/code><\/pre>\n
                        4. \u8ba2\u9605<\/h1>\n
                        Firestore\u63d0\u4f9b\u4e86\u901a\u8fc7onSnapshot\u51fd\u6570\u6765\u83b7\u53d6\u6709\u66f4\u65b0\u65f6\u7684\u901a\u77e5\u673a\u5236\u3002GraphQL\u4e5f\u6709\u4e00\u4e2a\u540d\u4e3aSubscription\u7684\u673a\u5236\uff0c\u6211\u4eec\u6b63\u8003\u8651\u5f15\u5165\u5b83\uff0c\u4f46\u76ee\u524d\u5e76\u6ca1\u6709\u7279\u522b\u9700\u8981\u901a\u77e5\u7684\u529f\u80fd\uff0c\u6240\u4ee5\u6682\u65f6\u8fd8\u672a\u5f15\u5165\u3002<\/p>\n
                        \u6211\u6709\u4e00\u4e2a\u5927\u81f4\u7684\u60f3\u6cd5\uff1a\u4ecePrisma\u901a\u8fc7Cloud Pubsub\u5230Websocket\uff08\u4f7f\u7528GraphQL\u670d\u52a1\u5668\u548c\u5ba2\u6237\u7aef\u7684Websocket\u8fdb\u884c\u8ba2\u9605\u5b9e\u73b0\uff09\u3002<\/p>\n
                          \n
                        1. \n
                            \u9700\u8981\u5efa\u7acb\u6388\u6743\u673a\u5236\uff0c\u4ee5\u9632\u6b62\u8ba2\u9605\u5176\u4ed6\u5ba2\u6237\u7ec4\u7ec7\u7684\u6570\u636e\u3002<\/ol>\n<\/li>\n<\/ol>\n
                             <\/p>\n
                              \n
                            1. \n
                                \u9700\u8981\u8003\u8651\u5982\u4f55\u5904\u7406Prisma\u7684\u6302\u94a9\u3002\u7531\u4e8e” $on “\u5df2\u88ab\u5f03\u7528\uff0c\u53ef\u80fd\u9700\u8981\u4ee5\u6269\u5c55\u7684\u5f62\u5f0f\u5b9e\u73b0\u3002<\/ol>\n<\/li>\n<\/ol>\n
                                 <\/p>\n
                                  \u9700\u8981\u786e\u5b9a\u5982\u4f55\u51c6\u5907Websocket\u670d\u52a1\u5668\u3002\u867d\u7136\u53ef\u4ee5\u5728Cloud Run\u4e0a\u5b9e\u73b0\uff0c\u4f46\u9700\u8981\u8003\u8651\u5728\u957f\u65f6\u95f4\u8fde\u63a5\u4e2d\u7684\u7a33\u5b9a\u6027\u548c\u6210\u672c\u662f\u5426\u53ef\u884c\u3002<\/ol>\n
                                  \u6211\u8ba4\u4e3a\u9700\u8981\u8003\u8651\u7684\u4e8b\u9879\u5305\u62ec\u7b49\u7b49\u3002<\/p>\n
                                  \u6700\u540e<\/h1>\n
                                  \u6211\u4eec\u8bbe\u8ba1\u4e86\u7ec4\u5408\u4f7f\u7528RDB\u3001\u81ea\u5bb6\u5f00\u53d1\u7684ETL\u548cGraphQL\u6280\u672f\uff0c\u4ee5\u5b9e\u73b0\u5e73\u7a33\u7684\u8fc1\u79fb\u3002<\/p>\n
                                  \u7136\u800c\uff0c\u66f4\u65b0\u5904\u7406\u65f6\u7684\u989d\u5916\u5f00\u9500\u4ee5\u53ca\u9700\u8981\u6ce8\u610fGraphQL\u901a\u8fc7RDB\u8fdb\u884c\u67e5\u8be2\u7684\u6548\u7387\u7b49\u95ee\u9898\u4e5f\u5b58\u5728\u3002<\/p>\n
                                  Prisma\u5728\u67e5\u8be2\u6548\u7387\u65b9\u9762\u5177\u6709\u7c7b\u4f3c\u4e8eData loader\u7684\u673a\u5236\uff0c\u53ef\u4ee5\u901a\u8fc7AlloyDB\u7684Query Insights\u548c\u7d22\u5f15\u63a8\u8350\u529f\u80fd\u6765\u6539\u8fdb\u8868\u5b9a\u4e49\u3002<\/p>\n
                                  \u56e0\u4e3a\u8fd8\u6709\u51e0\u4e2a\u8fd8\u6ca1\u6709\u5b9e\u73b0\u7684\u4e0d\u8db3\u90e8\u5206\uff0c\u6240\u4ee5\u6211\u4eec\u5c06\u5728\u63a8\u8fdb\u8fc7\u7a0b\u4e2d\u586b\u8865\u5b83\u4eec\u3002<\/p>\n
                                  2023\u5e74\u7684\u7b2c11\u5929\uff0c\u7531@0yoyoyo\u8d1f\u8d23\u7684BitKey\u516c\u53f8\u7684\u5723\u8bde\u65e5\u5386\u5373\u5c06\u767b\u573a\u3002\u656c\u8bf7\u671f\u5f85\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"
                                  \u5728\u6bd4\u7279\u9470\uff08Bitkey\uff09\u904e\u53bb\u4e3b\u8981\u4f7f\u7528Firestore\u4f5c\u70ba\u4e3b\u8981\u7684DB\uff0c\u4f46\u76ee\u524d\u6b63\u5728\u63a8\u9032\u8f49\u5411\u95dc\u806f\u5f0f\u6578\u64da\u5eab\uff08RDB\uff09 […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-47750","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n\u652f\u6301Firestore\u5411RDB\u8fc1\u79fb\u7684\u6280\u672f - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u652f\u6301firestore\u5411rdb\u8fc1\u79fb\u7684\u6280\u672f\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u652f\u6301Firestore\u5411RDB\u8fc1\u79fb\u7684\u6280\u672f\" \/>\n<meta property=\"og:description\" content=\"\u5728\u6bd4\u7279\u9470\uff08Bitkey\uff09\u904e\u53bb\u4e3b\u8981\u4f7f\u7528Firestore\u4f5c\u70ba\u4e3b\u8981\u7684DB\uff0c\u4f46\u76ee\u524d\u6b63\u5728\u63a8\u9032\u8f49\u5411\u95dc\u806f\u5f0f\u6578\u64da\u5eab\uff08RDB\uff09 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u652f\u6301firestore\u5411rdb\u8fc1\u79fb\u7684\u6280\u672f\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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