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將結果從jq匯出到csv

2021-12-24 01:16:09 軟體工程

我有以下資料集，我想將其匯出為 CSV：

資料集：

{
  "data": {
    "activeFindings": {
      "findings": [
        {
          "findingId": "risk#80703",
          "accountId": "00000000-000000-0000000-000000",
          "products": [
            "GWSERVER01"
          ],
          "findingDisplayName": "risk#80703",
          "severity": "CRITICAL",
          "findingDescription": "PSOD with re-formatting a valid dedup metadata block.",
          "findingImpact": "Potential ESXi host crash",
          "recommendations": [
            "This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523)",
            "This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804)"
          ],
          "kbLinkURLs": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "recommendationsVCF": [
            "This issue is resolved with VMware Cloud Foundation 4.1"
          ],
          "kbLinkURLsVCF": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "categoryName": "Storage",
          "findingTypes": [
            "UPGRADE"
          ],
          "firstObserved": 1629806351877,
          "totalAffectedObjectsCount": 12,
          "affectedObjects": [
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server01.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server02.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server03.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server04.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server05.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server06.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server07.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            }
          ]
        }
      ],
      "totalRecords": 1,
      "timeTaken": 56
    }
  }
}
{
  "data": {
    "activeFindings": {
      "findings": [
        {
          "findingId": "risk#80703",
          "accountId": "00000000-000000-0000000-000000",
          "products": [
            "GWSERVER02.corp.contoso.org"
          ],
          "findingDisplayName": "risk#80703",
          "severity": "CRITICAL",
          "findingDescription": "PSOD with re-formatting a valid dedup metadata block.",
          "findingImpact": "Potential ESXi host crash",
          "recommendations": [
            "This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523)",
            "This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804)"
          ],
          "kbLinkURLs": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "recommendationsVCF": [
            "This issue is resolved with VMware Cloud Foundation 4.1"
          ],
          "kbLinkURLsVCF": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "categoryName": "Storage",
          "findingTypes": [
            "UPGRADE"
          ],
          "firstObserved": 1635968448112,
          "totalAffectedObjectsCount": 2,
          "affectedObjects": [
            {
              "sourceName": "GWSERVER02.corp.contoso.org",
              "objectName": "server10.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17167734",
              "solutionTags": [],
              "firstObserved": 1635968448112
            },
            {
              "sourceName": "GWSERVER02.corp.contoso.org",
              "objectName": "server11.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17167734",
              "solutionTags": [],
              "firstObserved": 1635968448112
            }
          ]
        }
      ],
      "totalRecords": 1,
      "timeTaken": 51
    }
  }
}

標題如下：

"Finding Id","Issue Description","Risk if no Action Taken","Severity","Recommendations","Source Name","Object Name","Object Type","Host Version","Build","First Observed","Reference"

標題鍵映射如下：

  • 查找 ID = 查找 ID
  • 問題描述 = 發現描述
  • 不采取行動的風險 = 發現影響
  • 嚴重性 = 嚴重性
  • 推薦 = 推薦
  • 源名稱 = 源名稱
  • 物件名稱 = 物件名稱
  • 物件型別 = 物件型別
  • 主機版本 = 版本
  • 構建 = 構建編號
  • 第一次觀察 = firstObserved
  • 參考 = kbLinkURLs

不幸的是，我們必須對每個發現和產品執行 API 呼叫（例如：我們無法一次提取所有產品的所有發現 - API 不允許我們執行此類查詢，因此，我們必須使多次呼叫以獲取所有結果及其關聯物件。）

話雖如此，將資料匯出到 csv 的首選方法是什么？盡管我們必須遍歷多個節點，但使用 jq 的 @CSV 會起作用嗎？

任何幫助/指導將不勝感激。

謝謝！

注 1：chepner要求的資料集的剝離版本

{
  "data": {
    "activeFindings": {
      "findings": [
        {
          "findingId": "risk#80703",
          "accountId": "00000000-000000-0000000-000000",
          "products": [
            "GWSERVER01"
          ],
          "findingDisplayName": "risk#80703",
          "severity": "CRITICAL",
          "findingDescription": "PSOD with re-formatting a valid dedup metadata block.",
          "findingImpact": "Potential ESXi host crash",
          "recommendations": [
            "This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523)",
            "This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804)"
          ],
          "kbLinkURLs": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "recommendationsVCF": [
            "This issue is resolved with VMware Cloud Foundation 4.1"
          ],
          "kbLinkURLsVCF": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "categoryName": "Storage",
          "findingTypes": [
            "UPGRADE"
          ],
          "firstObserved": 1629806351877,
          "totalAffectedObjectsCount": 12,
          "affectedObjects": [
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server01.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
            {
              "sourceName": "GWSERVER01.corp.contoso.org",
              "objectName": "server02.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17499825",
              "solutionTags": [],
              "firstObserved": 1629806351877
            },
          ]
        }
      ],
      "totalRecords": 1,
      "timeTaken": 56
    }
  }
}
{
  "data": {
    "activeFindings": {
      "findings": [
        {
          "findingId": "risk#80703",
          "accountId": "00000000-000000-0000000-000000",
          "products": [
            "GWSERVER02.corp.contoso.org"
          ],
          "findingDisplayName": "risk#80703",
          "severity": "CRITICAL",
          "findingDescription": "PSOD with re-formatting a valid dedup metadata block.",
          "findingImpact": "Potential ESXi host crash",
          "recommendations": [
            "This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523)",
            "This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804)"
          ],
          "kbLinkURLs": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "recommendationsVCF": [
            "This issue is resolved with VMware Cloud Foundation 4.1"
          ],
          "kbLinkURLsVCF": [
            "https://kb.vmware.com/s/article/80703"
          ],
          "categoryName": "Storage",
          "findingTypes": [
            "UPGRADE"
          ],
          "firstObserved": 1635968448112,
          "totalAffectedObjectsCount": 2,
          "affectedObjects": [
            {
              "sourceName": "GWSERVER02.corp.contoso.org",
              "objectName": "server10.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17167734",
              "solutionTags": [],
              "firstObserved": 1635968448112
            },
            {
              "sourceName": "GWSERVER02.corp.contoso.org",
              "objectName": "server11.corp.contoso.org",
              "objectType": "ESX",
              "version": "6.7.0",
              "buildNumber": "17167734",
              "solutionTags": [],
              "firstObserved": 1635968448112
            }
          ]
        }
      ],
      "totalRecords": 1,
      "timeTaken": 51
    }
  }
}

生成的 CSV 檔案：

"Finding Id","Issue Description","Risk if no Action Taken","Severity","Recommendations","Source Name","Object Name","Object Type","Host Version","Build","First Observed","Reference"
"risk#80703","PSOD with re-formatting a valid dedup metadata block.","Potential ESXi host crash","CRITICAL","This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804);This issue is resolved with VMware Cloud Foundation 4.1","GWSERVER01.corp.contoso.org","server01.corp.contoso.org","HostSystem","6.7.0","17499825","1629806351877","https://kb.vmware.com/s/article/80703"
"risk#80703","PSOD with re-formatting a valid dedup metadata block.","Potential ESXi host crash","CRITICAL","This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804);This issue is resolved with VMware Cloud Foundation 4.1","GWSERVER01.corp.contoso.org","server02.corp.contoso.org","HostSystem","6.7.0","17499825","1629806351877","https://kb.vmware.com/s/article/80703"
"risk#80703","PSOD with re-formatting a valid dedup metadata block.","Potential ESXi host crash","CRITICAL","This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804);This issue is resolved with VMware Cloud Foundation 4.1","GWSERVER02.corp.contoso.org","server10.corp.contoso.org","HostSystem","6.7.0","17167734","1635968448112","https://kb.vmware.com/s/article/80703"
"risk#80703","PSOD with re-formatting a valid dedup metadata block.","Potential ESXi host crash","CRITICAL","This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804);This issue is resolved with VMware Cloud Foundation 4.1","GWSERVER02.corp.contoso.org","server11.corp.contoso.org","HostSystem","6.7.0","17167734","1635968448112","https://kb.vmware.com/s/article/80703"

uj5u.com熱心網友回復：

您可以在通過使用洗掉產生的空值后的最后一部分應用@csv，以防止生成連續的冗余逗號，例如delpaths([path(.[] | select(.==null))])

jq -r '.data.activeFindings.findings[] 
       | [.findingId , .findingDescription, .findingImpact, .severity, (.recommendations | join(",")) , .affectedObjects[].sourceName, .affectedObjects[].objectName, .affectedObjects[].objectType, .affectedObjects[].version, .affectedObjects[].buildNumber, .firstObserved, (.kbLinkURLs | join(",")) ] 
       | delpaths([path(.[] | select(.==null))]) 
       | @csv'

Demo

uj5u.com熱心網友回復：

我會將 jq 與spyql結合使用，方法如下：

jq -c '.data.activeFindings.findings[]' full_sample.json | spyql "SELECT json->findingId AS 'Finding Id', json->findingDescription  AS 'Issue Description', json->findingImpact AS 'Risk if no Action Taken', json->severity AS Severity, ';'.join(json->recommendations) AS Recommendations, json->affectedObjects->sourceName AS 'Source Name', json->affectedObjects->objectName AS 'Object Name', json->affectedObjects->objectType AS 'Object Type', json->affectedObjects->version AS 'Host Version', json->affectedObjects->buildNumber AS Build, json->affectedObjects->firstObserved AS 'First Observed', ';'.join(json->kbLinkURLsVCF) AS Reference FROM json EXPLODE json->affectedObjects TO csv"      
Finding Id,Issue Description,Risk if no Action Taken,Severity,Recommendations,Source Name,Object Name,Object Type,Host Version,Build,First Observed,Reference
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER01.corp.contoso.org,server01.corp.contoso.org,ESX,6.7.0,17499825,1629806351877,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER01.corp.contoso.org,server02.corp.contoso.org,ESX,6.7.0,17499825,1629806351877,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER01.corp.contoso.org,server03.corp.contoso.org,ESX,6.7.0,17499825,1629806351877,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER01.corp.contoso.org,server04.corp.contoso.org,ESX,6.7.0,17499825,1629806351877,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER01.corp.contoso.org,server05.corp.contoso.org,ESX,6.7.0,17499825,1629806351877,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER01.corp.contoso.org,server06.corp.contoso.org,ESX,6.7.0,17499825,1629806351877,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER01.corp.contoso.org,server07.corp.contoso.org,ESX,6.7.0,17499825,1629806351877,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER02.corp.contoso.org,server10.corp.contoso.org,ESX,6.7.0,17167734,1635968448112,https://kb.vmware.com/s/article/80703
risk#80703,PSOD with re-formatting a valid dedup metadata block.,Potential ESXi host crash,CRITICAL,This issue is resolved in VMware ESXi 6.7 upgrade to Patch 05 (17700523);This issue is resolved in VMware ESXi 7.0 upgrade to Update 1 (16850804),GWSERVER02.corp.contoso.org,server11.corp.contoso.org,ESX,6.7.0,17167734,1635968448112,https://kb.vmware.com/s/article/80703

我正在使用 jq 提取我們需要的 JSON 部分，同時將輸出壓縮為 JSON 行（spyql 需要）。然后，spyql 負責其余的作業，即連接陣列（運算式是帶有一些可選語法糖的 python）、重命名列和生成 CSV。

免責宣告：我是 spyql 的作者

轉載請註明出處，本文鏈接：https://www.uj5u.com/gongcheng/391107.html

標籤：json 文件 jq

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