[incubator-devlake] branch main updated: feat: ae project e2e test (#2314)

[klesh]

This is an automated email from the ASF dual-hosted git repository.

klesh pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/incubator-devlake.git


The following commit(s) were added to refs/heads/main by this push:
     new 5a2b6082 feat: ae project e2e test (#2314)
5a2b6082 is described below

commit 5a2b60823a6e3c6f4f94bf74812b0f8a7fa473d6
Author: mappjzc <zhicheng.ji...@merico.dev>
AuthorDate: Fri Jun 24 23:45:42 2022 +0800

    feat: ae project e2e test (#2314)
    
    Add TestAECommitDataFlow
    Move ae.go code to impl.go
    Add ConnctionID to project table
    
    Nddtfjiang <zhicheng.ji...@merico.dev>
---
 plugins/ae/e2e/project_test.go                     |  62 ++++++
 plugins/ae/e2e/raw_tables/_raw_ae_commits.csv      | 244 ++++++++++-----------
 plugins/ae/e2e/raw_tables/_raw_ae_project.csv      |   2 +
 .../ae/e2e/snapshot_tables/_tool_ae_commits.csv    | 244 ++++++++++-----------
 .../ae/e2e/snapshot_tables/_tool_ae_projects.csv   |   2 +
 plugins/ae/impl/impl.go                            |   1 -
 .../ae/models/migrationscripts/archived/project.go |   1 +
 plugins/ae/models/migrationscripts/init_schema.go  |  50 ++++-
 .../migrationscripts/updateSchemas20220615.go      |  41 ----
 plugins/ae/models/project.go                       |   2 +
 plugins/ae/tasks/commits_convertor.go              |  15 +-
 plugins/ae/tasks/commits_extractor.go              |   3 +-
 plugins/ae/tasks/project_collector.go              |   3 +-
 plugins/ae/tasks/project_extractor.go              |   5 +-
 plugins/ae/tasks/task_data.go                      |   3 +-
 15 files changed, 378 insertions(+), 300 deletions(-)

diff --git a/plugins/ae/e2e/project_test.go b/plugins/ae/e2e/project_test.go
new file mode 100644
index 00000000..19632ec6
--- /dev/null
+++ b/plugins/ae/e2e/project_test.go
@@ -0,0 +1,62 @@
+/*
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements.  See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to You under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package e2e
+
+import (
+       "fmt"
+       "testing"
+
+       "github.com/apache/incubator-devlake/helpers/e2ehelper"
+       "github.com/apache/incubator-devlake/plugins/ae/impl"
+       "github.com/apache/incubator-devlake/plugins/ae/models"
+       "github.com/apache/incubator-devlake/plugins/ae/tasks"
+)
+
+func TestAEProjectDataFlow(t *testing.T) {
+       var ae impl.AE
+       dataflowTester := e2ehelper.NewDataFlowTester(t, "ae", ae)
+
+       taskData := &tasks.AeTaskData{
+               Options: &tasks.AeOptions{
+                       ConnectionId: 1,
+                       ProjectId:    13,
+               },
+       }
+
+       // import raw data table
+       
dataflowTester.ImportCsvIntoRawTable("./raw_tables/_raw_ae_project.csv", 
"_raw_ae_project")
+
+       // verify extraction
+       dataflowTester.FlushTabler(&models.AEProject{})
+       dataflowTester.Subtask(tasks.ExtractProjectMeta, taskData)
+       dataflowTester.VerifyTable(
+               models.AEProject{},
+               fmt.Sprintf("./snapshot_tables/%s.csv", 
models.AEProject{}.TableName()),
+               []string{"connection_id", "id"},
+               []string{
+                       "git_url",
+                       "priority",
+                       "ae_create_time",
+                       "ae_update_time",
+                       "_raw_data_params",
+                       "_raw_data_table",
+                       "_raw_data_id",
+                       "_raw_data_remark",
+               },
+       )
+}
diff --git a/plugins/ae/e2e/raw_tables/_raw_ae_commits.csv 
b/plugins/ae/e2e/raw_tables/_raw_ae_commits.csv
index 3af489ee..6bee9e29 100644
--- a/plugins/ae/e2e/raw_tables/_raw_ae_commits.csv
+++ b/plugins/ae/e2e/raw_tables/_raw_ae_commits.csv
@@ -1,123 +1,123 @@
 id,params,data,url,input,created_at
-24518,"{""ProjectId"":13}","{""hexsha"":""1b38820d28119ca10dd6b83563b97fb5f6bec944"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""louis.s4372...@gmail.com"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24519,"{""ProjectId"":13}","{""hexsha"":""479cebd3661f46af39414fe439469ca8ab11e7bb"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""13120413...@163.com"",""dev_eq"":7}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24520,"{""ProjectId"":13}","{""hexsha"":""e4a4b2f1acc279b1b0386e72b5fefd185d06a341"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zikuan...@merico.dev"",""dev_eq"":1}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24521,"{""ProjectId"":13}","{""hexsha"":""3512d7e8ee3af3f73c1e82e4e06f19efda560a68"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zikuan...@merico.dev"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24522,"{""ProjectId"":13}","{""hexsha"":""9079f1a8682b506e8da83d1432457f153a5bd82a"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""101256042+abe...@users.noreply.github.com"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24523,"{""ProjectId"":13}","{""hexsha"":""9e7fc6d953fbf5e1b17dfddb32d9af5e9aa90e09"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""yingchu.c...@merico.dev"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24524,"{""ProjectId"":13}","{""hexsha"":""97f02d4df5f133da636f8bd8aa5698b3b0679de3"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""louis.s4372...@gmail.com"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24525,"{""ProjectId"":13}","{""hexsha"":""487b389a8e6cec58d948c1b03ab82430e769efdb"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zhenmian.hu...@merico.dev"",""dev_eq"":1076}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24526,"{""ProjectId"":13}","{""hexsha"":""796d0ae622a1284467f703ef5a14af8a56958c04"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zhenmian.hu...@merico.dev"",""dev_eq"":5}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24527,"{""ProjectId"":13}","{""hexsha"":""0807765c0841abea9dd0985ed6d5adeb94812493"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""cong.w...@merico.dev"",""dev_eq"":29}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24528,"{""ProjectId"":13}","{""hexsha"":""0d3aa41e5e3db60e7ddfd3c3835f40e8c1c8eeb4"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""liang.zh...@merico.dev"",""dev_eq"":99}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24529,"{""ProjectId"":13}","{""hexsha"":""9fe7552499aa501fb0b50849f3c31a47fb71b97f"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""yang...@meri.co"",""dev_eq"":1}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24530,"{""ProjectId"":13}","{""hexsha"":""0826737cc83afd3bf3a6438140bdc438698d9aac"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""yang...@meri.co"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24531,"{""ProjectId"":13}","{""hexsha"":""c591acedadbf5ec78491d06e96a0119826c20709"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""julien.china...@merico.dev"",""dev_eq"":26}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24532,"{""ProjectId"":13}","{""hexsha"":""cfb28bb170386a5697c2a787e3edbce339007e03"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""julien.china...@merico.dev"",""dev_eq"":12}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24533,"{""ProjectId"":13}","{""hexsha"":""73117918e6b3ef4b404a5f11242f2eae84a47d8f"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""yang...@meri.co"",""dev_eq"":3}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24534,"{""ProjectId"":13}","{""hexsha"":""8427585a53a6952f48c2c8b7df572ae890032b3f"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""yingchu.c...@merico.dev"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24535,"{""ProjectId"":13}","{""hexsha"":""d7565fc150f2c22b69c54d23f7d36be2f85ab3f4"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jzc...@qq.com"",""dev_eq"":221}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24536,"{""ProjectId"":13}","{""hexsha"":""17e34ba19bca5c8c040972cbce0da22a07c6ecac"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""keon.am...@merico.dev"",""dev_eq"":24}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24537,"{""ProjectId"":13}","{""hexsha"":""9b4f407e2219fe3eb68d999e36a10e9c8635138a"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""keon.am...@merico.dev"",""dev_eq"":106}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24538,"{""ProjectId"":13}","{""hexsha"":""09baac4eb3ff83c68716d820ce3095292974bb3d"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zhicheng.ji...@merico.dev"",""dev_eq"":219}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24539,"{""ProjectId"":13}","{""hexsha"":""0b82a1f4a0498f98453452901117fd373e8906af"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""yingchu.c...@merico.dev"",""dev_eq"":607}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24540,"{""ProjectId"":13}","{""hexsha"":""aa2f3faeb1094c22bff57146a164ea07265f7bbc"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""yingchu.c...@merico.dev"",""dev_eq"":694}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24541,"{""ProjectId"":13}","{""hexsha"":""153b0ffe7f010d4ea9b93d8168619bc92d273b2a"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":192}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24542,"{""ProjectId"":13}","{""hexsha"":""9916bd442a3916260ef34c86b99cd49360ab0681"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":2}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24543,"{""ProjectId"":13}","{""hexsha"":""2beb6f57dd35112f29ed96c65cb9fc7daf24088d"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""21stcenturykl...@gmail.com"",""dev_eq"":25}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24544,"{""ProjectId"":13}","{""hexsha"":""8addcdc8692ad4e2b47d5611830b81c1f9d81504"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""paul.goert...@merico.dev"",""dev_eq"":137}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24545,"{""ProjectId"":13}","{""hexsha"":""51618c19c42b8035353f04eb067e6927286b00e7"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""hezh...@meri.co"",""dev_eq"":1}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24546,"{""ProjectId"":13}","{""hexsha"":""dddff3541bbb5bf45e76e6a681c4c91bb48f58c1"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""cong.w...@merico.dev"",""dev_eq"":1}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24547,"{""ProjectId"":13}","{""hexsha"":""7107e0a26c75bcaa218bba71b1a65e906f4a7915"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":1}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24548,"{""ProjectId"":13}","{""hexsha"":""8f4d17eeb36e9a4f8b554ef6ebea0c747628008f"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""kevinkline@kevins-macbook-pro.local"",""dev_eq"":53}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24549,"{""ProjectId"":13}","{""hexsha"":""359a1c3f70d71720e2a96119178722cfd3debfc9"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":0}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24550,"{""ProjectId"":13}","{""hexsha"":""cf936aaac8161fcf2b98d1ee66918c6ed56a0261"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""cong.w...@merico.dev"",""dev_eq"":19}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24551,"{""ProjectId"":13}","{""hexsha"":""f7838c83cb972562f26367b2fb0ed378cc310cc4"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zhenmian.hu...@merico.dev"",""dev_eq"":25}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24552,"{""ProjectId"":13}","{""hexsha"":""c10520a2392fc5001d909d81c1a24d438caf7d13"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":151}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24553,"{""ProjectId"":13}","{""hexsha"":""c901c81df60b8856399c4ade38d2d5666b9aef1c"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":201}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24554,"{""ProjectId"":13}","{""hexsha"":""5f251d7934e00c3e1f607ae17c367833f2f26f8f"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":3}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24555,"{""ProjectId"":13}","{""hexsha"":""de6cff814aeaac108f8a251c288b14d38012ba9a"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""kevin.kl...@merico.dev"",""dev_eq"":224}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24556,"{""ProjectId"":13}","{""hexsha"":""1c8c9e8b6ce9fbea368c0985dcef7de84d104b8b"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""hezh...@merico.dev"",""dev_eq"":1}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
-24557,"{""ProjectId"":13}","{""hexsha"":""21f647d8f279d6968bd7e2d814e88e2efd3be7b7"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""hezh...@merico.dev"",""dev_eq"":2}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
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+24632,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""97eed674c1279d3d7c71704d140d8215d56ad777"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""louis.s4372...@gmail.com"",""dev_eq"":312}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
+24633,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""ef7c2374971bd2760e75a582a900d059884b0874"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":248}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
+24634,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""5b44afb495269973d37a755ed8334e2afbb40464"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""justin.braz...@merico.dev"",""dev_eq"":125}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
+24635,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""99c75977b587bce4898d967c56fd2e04e8f85e2d"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""justin.braz...@merico.dev"",""dev_eq"":77}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
+24636,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""02ff95c11379dd2bf7dcadbb70dd9f7341c1be00"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zhenmian.hu...@merico.dev"",""dev_eq"":97}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
+24637,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""384c228cb094997ad099aef3884eae68359cf3b8"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""jonc...@meri.co"",""dev_eq"":8}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
+24638,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""872ca2bf08c73af8c5ac716ac6a63313ad1aa1f0"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""justin.braz...@merico.dev"",""dev_eq"":172}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
+24639,"{""connectionId"":1,""ProjectId"":13}","{""hexsha"":""61a13c4b6f674a6a1f42f81d96bd95b40482338b"",""analysis_id"":""c16a6ba7-fc6d-473f-b63b-f11ed0988c5a"",""author_email"":""zhenmian.hu...@merico.dev"",""dev_eq"":225}","http://34.214.122.134:30012/projects/13/commits?page=1&per_page=2000","null","2022-06-21
 15:13:50.114"
diff --git a/plugins/ae/e2e/raw_tables/_raw_ae_project.csv 
b/plugins/ae/e2e/raw_tables/_raw_ae_project.csv
new file mode 100644
index 00000000..2e498e46
--- /dev/null
+++ b/plugins/ae/e2e/raw_tables/_raw_ae_project.csv
@@ -0,0 +1,2 @@
+id,params,data,url,input,created_at
+6,"{""connectionId"":1,""ProjectId"":13}","{""id"":13,""git_url"":""https://github.com/merico-dev/lake"",""priority"":10000,""create_time"":""2021-11-25T20:58:58.053904+08:00"",""update_time"":""2021-11-25T20:58:58.053904+08:00""}","http://34.214.122.134:30012/projects/13","null","2022-06-22
 16:01:51.943"
\ No newline at end of file
diff --git a/plugins/ae/e2e/snapshot_tables/_tool_ae_commits.csv 
b/plugins/ae/e2e/snapshot_tables/_tool_ae_commits.csv
index 46c903b0..1e6f13af 100644
--- a/plugins/ae/e2e/snapshot_tables/_tool_ae_commits.csv
+++ b/plugins/ae/e2e/snapshot_tables/_tool_ae_commits.csv
@@ -1,123 +1,123 @@
 
hex_sha,analysis_id,author_email,dev_eq,ae_project_id,_raw_data_params,_raw_data_table,_raw_data_id,_raw_data_remark
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-0807765c0841abea9dd0985ed6d5adeb94812493,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,cong.w...@merico.dev,29,13,"{""ProjectId"":13}",_raw_ae_commits,24527,
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-08e56ae307673318e053526dcf826dfc77000436,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,21stcenturykl...@gmail.com,10,13,"{""ProjectId"":13}",_raw_ae_commits,24613,
-09baac4eb3ff83c68716d820ce3095292974bb3d,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,zhicheng.ji...@merico.dev,219,13,"{""ProjectId"":13}",_raw_ae_commits,24538,
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-0d3aa41e5e3db60e7ddfd3c3835f40e8c1c8eeb4,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,liang.zh...@merico.dev,99,13,"{""ProjectId"":13}",_raw_ae_commits,24528,
-0e44d53d72e452c2dc7d597547719fbdc8c1d087,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,zhenmian.hu...@merico.dev,0,13,"{""ProjectId"":13}",_raw_ae_commits,24598,
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-1ab736dc6a7096f9fe6e56b4d4abde2dfced2dbe,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,zhenmian.hu...@merico.dev,2,13,"{""ProjectId"":13}",_raw_ae_commits,24624,
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-1fc6ea7256a0be1443be74da750fd57979c52423,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,jonc...@meri.co,1,13,"{""ProjectId"":13}",_raw_ae_commits,24617,
-20cf5ddff8a52f59a8c84dded884fec73fc3551a,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,zhenmian.hu...@merico.dev,0,13,"{""ProjectId"":13}",_raw_ae_commits,24590,
-21f647d8f279d6968bd7e2d814e88e2efd3be7b7,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,hezh...@merico.dev,2,13,"{""ProjectId"":13}",_raw_ae_commits,24557,
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-2beb6f57dd35112f29ed96c65cb9fc7daf24088d,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,21stcenturykl...@gmail.com,25,13,"{""ProjectId"":13}",_raw_ae_commits,24543,
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-5fdc3946ef013eeea9db4073c1c05d0ba1a2bbb4,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,cong.w...@merico.dev,0,13,"{""ProjectId"":13}",_raw_ae_commits,24587,
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+f5690f6b70e5977d0d5686bc1182be598cfef893,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,cong.w...@merico.dev,51,13,"{""connectionId"":1,""ProjectId"":13}",_raw_ae_commits,24578,
+f7838c83cb972562f26367b2fb0ed378cc310cc4,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,zhenmian.hu...@merico.dev,25,13,"{""connectionId"":1,""ProjectId"":13}",_raw_ae_commits,24551,
+f816c74da65f364aa752510d3e0beca703d87def,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,zhenmian.hu...@merico.dev,0,13,"{""connectionId"":1,""ProjectId"":13}",_raw_ae_commits,24597,
+fa3c8437eb3e060af0621198d530f0cd79a8ab8f,c16a6ba7-fc6d-473f-b63b-f11ed0988c5a,zhenmian.hu...@merico.dev,18,13,"{""connectionId"":1,""ProjectId"":13}",_raw_ae_commits,24631,
diff --git a/plugins/ae/e2e/snapshot_tables/_tool_ae_projects.csv 
b/plugins/ae/e2e/snapshot_tables/_tool_ae_projects.csv
new file mode 100644
index 00000000..8a0d21a1
--- /dev/null
+++ b/plugins/ae/e2e/snapshot_tables/_tool_ae_projects.csv
@@ -0,0 +1,2 @@
+connection_id,id,git_url,priority,ae_create_time,ae_update_time,_raw_data_params,_raw_data_table,_raw_data_id,_raw_data_remark
+1,13,https://github.com/merico-dev/lake,10000,2021-11-25T12:58:58.054+00:00,2021-11-25T12:58:58.054+00:00,"{""connectionId"":1,""ProjectId"":13}",_raw_ae_project,6,
diff --git a/plugins/ae/impl/impl.go b/plugins/ae/impl/impl.go
index adcac5cf..21ee9df0 100644
--- a/plugins/ae/impl/impl.go
+++ b/plugins/ae/impl/impl.go
@@ -101,7 +101,6 @@ func (plugin AE) RootPkgPath() string {
 func (plugin AE) MigrationScripts() []migration.Script {
        return []migration.Script{
                new(migrationscripts.InitSchemas),
-               new(migrationscripts.UpdateSchemas20220615),
        }
 }
 
diff --git a/plugins/ae/models/migrationscripts/archived/project.go 
b/plugins/ae/models/migrationscripts/archived/project.go
index 299462d7..6eff4bae 100644
--- a/plugins/ae/models/migrationscripts/archived/project.go
+++ b/plugins/ae/models/migrationscripts/archived/project.go
@@ -24,6 +24,7 @@ import (
 )
 
 type AEProject struct {
+       ConnectionId uint64 `gorm:"primaryKey"`
        Id           int    `gorm:"primaryKey;type:varchar(255)"`
        GitUrl       string `gorm:"type:varchar(255);comment:url of the repo in 
github"`
        Priority     int
diff --git a/plugins/ae/models/migrationscripts/init_schema.go 
b/plugins/ae/models/migrationscripts/init_schema.go
index 24d37607..a0b55b3f 100644
--- a/plugins/ae/models/migrationscripts/init_schema.go
+++ b/plugins/ae/models/migrationscripts/init_schema.go
@@ -21,20 +21,62 @@ import (
        "context"
 
        
"github.com/apache/incubator-devlake/plugins/ae/models/migrationscripts/archived"
+       "github.com/apache/incubator-devlake/plugins/core"
+       "github.com/apache/incubator-devlake/plugins/helper"
        "gorm.io/gorm"
 )
 
-type InitSchemas struct{}
+type InitSchemas struct {
+       config core.ConfigGetter
+}
+
+func (u *InitSchemas) SetConfigGetter(config core.ConfigGetter) {
+       u.config = config
+}
 
-func (*InitSchemas) Up(ctx context.Context, db *gorm.DB) error {
-       return db.Migrator().AutoMigrate(
+func (u *InitSchemas) Up(ctx context.Context, db *gorm.DB) error {
+       err := db.Migrator().DropTable(
                &archived.AECommit{},
                &archived.AEProject{},
+               "_raw_ae_project",
+               "_raw_ae_commits",
        )
+       if err != nil {
+               return err
+       }
+
+       err = db.Migrator().AutoMigrate(
+               &archived.AECommit{},
+               &archived.AEProject{},
+               &archived.AeConnection{},
+       )
+       if err != nil {
+               return err
+       }
+
+       encodeKey := u.config.GetString(core.EncodeKeyEnvStr)
+       connection := &archived.AeConnection{}
+       connection.Endpoint = u.config.GetString("AE_ENDPOINT")
+       connection.Proxy = u.config.GetString("AE_PROXY")
+       connection.SecretKey = u.config.GetString("AE_SECRET_KEY")
+       connection.AppId = u.config.GetString("AE_APP_ID")
+       connection.Name = "AE"
+       if connection.Endpoint != "" && connection.AppId != "" && 
connection.SecretKey != "" && encodeKey != "" {
+               err = helper.UpdateEncryptFields(connection, func(plaintext 
string) (string, error) {
+                       return core.Encrypt(encodeKey, plaintext)
+               })
+               if err != nil {
+                       return err
+               }
+               // update from .env and save to db
+               db.Create(connection)
+       }
+
+       return nil
 }
 
 func (*InitSchemas) Version() uint64 {
-       return 20220407201133
+       return 20220624201133
 }
 
 func (*InitSchemas) Name() string {
diff --git a/plugins/ae/models/migrationscripts/updateSchemas20220615.go 
b/plugins/ae/models/migrationscripts/updateSchemas20220615.go
deleted file mode 100644
index 07c604a0..00000000
--- a/plugins/ae/models/migrationscripts/updateSchemas20220615.go
+++ /dev/null
@@ -1,41 +0,0 @@
-/*
-Licensed to the Apache Software Foundation (ASF) under one or more
-contributor license agreements.  See the NOTICE file distributed with
-this work for additional information regarding copyright ownership.
-The ASF licenses this file to You under the Apache License, Version 2.0
-(the "License"); you may not use this file except in compliance with
-the License.  You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-*/
-
-package migrationscripts
-
-import (
-       "context"
-
-       
"github.com/apache/incubator-devlake/plugins/ae/models/migrationscripts/archived"
-       "gorm.io/gorm"
-)
-
-type UpdateSchemas20220615 struct{}
-
-func (*UpdateSchemas20220615) Up(ctx context.Context, db *gorm.DB) error {
-       return db.Migrator().AutoMigrate(
-               &archived.AeConnection{},
-       )
-}
-
-func (*UpdateSchemas20220615) Version() uint64 {
-       return 20220615181010
-}
-
-func (*UpdateSchemas20220615) Name() string {
-       return "create tables:" + archived.AeConnection{}.TableName()
-}
diff --git a/plugins/ae/models/project.go b/plugins/ae/models/project.go
index 9ecdd913..9a301647 100644
--- a/plugins/ae/models/project.go
+++ b/plugins/ae/models/project.go
@@ -24,6 +24,8 @@ import (
 )
 
 type AEProject struct {
+       ConnectionId uint64 `gorm:"primaryKey"`
+
        Id           string `gorm:"primaryKey;type:varchar(255)"`
        GitUrl       string `gorm:"type:varchar(255);comment:url of the repo in 
github"`
        Priority     int
diff --git a/plugins/ae/tasks/commits_convertor.go 
b/plugins/ae/tasks/commits_convertor.go
index 8e5dc342..53e216ca 100644
--- a/plugins/ae/tasks/commits_convertor.go
+++ b/plugins/ae/tasks/commits_convertor.go
@@ -18,21 +18,23 @@ limitations under the License.
 package tasks
 
 import (
-       "github.com/apache/incubator-devlake/models/domainlayer/code"
        aeModels "github.com/apache/incubator-devlake/plugins/ae/models"
        "github.com/apache/incubator-devlake/plugins/core"
+       "github.com/apache/incubator-devlake/plugins/core/dal"
 )
 
 // NOTE: This only works on Commits in the Domain layer. You need to run 
Github or Gitlab collection and Domain layer enrichemnt first.
 func ConvertCommits(taskCtx core.SubTaskContext) error {
-       db := taskCtx.GetDb()
+       db := taskCtx.GetDal()
        data := taskCtx.GetData().(*AeTaskData)
 
-       commit := &code.Commit{}
        aeCommit := &aeModels.AECommit{}
 
        // Get all the commits from the domain layer
-       cursor, err := db.Model(aeCommit).Where("ae_project_id = ?", 
data.Options.ProjectId).Rows()
+       cursor, err := db.Cursor(
+               dal.From(aeCommit),
+               dal.Where("ae_project_id = ?", data.Options.ProjectId),
+       )
        if err != nil {
                return err
        }
@@ -51,15 +53,16 @@ func ConvertCommits(taskCtx core.SubTaskContext) error {
                // uncomment following line if you want to test out canceling 
feature for this task
                //time.Sleep(1 * time.Second)
 
-               err = db.ScanRows(cursor, aeCommit)
+               err = db.Fetch(cursor, aeCommit)
                if err != nil {
                        return err
                }
 
-               err := db.Model(commit).Where("sha = ?", 
aeCommit.HexSha).Update("dev_eq", aeCommit.DevEq).Error
+               err = db.Exec("UPDATE commits SET dev_eq = ? WHERE sha = ? ", 
aeCommit.DevEq, aeCommit.HexSha)
                if err != nil {
                        return err
                }
+
                taskCtx.IncProgress(1)
        }
 
diff --git a/plugins/ae/tasks/commits_extractor.go 
b/plugins/ae/tasks/commits_extractor.go
index 53dc9a55..a627dcba 100644
--- a/plugins/ae/tasks/commits_extractor.go
+++ b/plugins/ae/tasks/commits_extractor.go
@@ -41,7 +41,8 @@ func ExtractCommits(taskCtx core.SubTaskContext) error {
                RawDataSubTaskArgs: helper.RawDataSubTaskArgs{
                        Ctx: taskCtx,
                        Params: AeApiParams{
-                               ProjectId: data.Options.ProjectId,
+                               ConnectionId: data.Options.ConnectionId,
+                               ProjectId:    data.Options.ProjectId,
                        },
                        Table: RAW_COMMITS_TABLE,
                },
diff --git a/plugins/ae/tasks/project_collector.go 
b/plugins/ae/tasks/project_collector.go
index f3af5de5..a8454764 100644
--- a/plugins/ae/tasks/project_collector.go
+++ b/plugins/ae/tasks/project_collector.go
@@ -34,7 +34,8 @@ func CollectProject(taskCtx core.SubTaskContext) error {
                RawDataSubTaskArgs: helper.RawDataSubTaskArgs{
                        Ctx: taskCtx,
                        Params: AeApiParams{
-                               ProjectId: data.Options.ProjectId,
+                               ConnectionId: data.Options.ConnectionId,
+                               ProjectId:    data.Options.ProjectId,
                        },
                        Table: RAW_PROJECT_TABLE,
                },
diff --git a/plugins/ae/tasks/project_extractor.go 
b/plugins/ae/tasks/project_extractor.go
index 60b43c49..7627ab27 100644
--- a/plugins/ae/tasks/project_extractor.go
+++ b/plugins/ae/tasks/project_extractor.go
@@ -42,7 +42,8 @@ func ExtractProject(taskCtx core.SubTaskContext) error {
                RawDataSubTaskArgs: helper.RawDataSubTaskArgs{
                        Ctx: taskCtx,
                        Params: AeApiParams{
-                               ProjectId: data.Options.ProjectId,
+                               ConnectionId: data.Options.ConnectionId,
+                               ProjectId:    data.Options.ProjectId,
                        },
                        Table: RAW_PROJECT_TABLE,
                },
@@ -53,6 +54,8 @@ func ExtractProject(taskCtx core.SubTaskContext) error {
                                return nil, err
                        }
                        aeProject := &models.AEProject{
+                               ConnectionId: data.Options.ConnectionId,
+
                                Id:           strconv.Itoa(body.Id),
                                GitUrl:       body.GitUrl,
                                Priority:     body.Priority,
diff --git a/plugins/ae/tasks/task_data.go b/plugins/ae/tasks/task_data.go
index 0bff2af5..1af442a5 100644
--- a/plugins/ae/tasks/task_data.go
+++ b/plugins/ae/tasks/task_data.go
@@ -29,5 +29,6 @@ type AeTaskData struct {
        ApiClient *helper.ApiAsyncClient
 }
 type AeApiParams struct {
-       ProjectId int
+       ConnectionId uint64 `json:"connectionId"`
+       ProjectId    int
 }