如何将Stdout解析为CSV和JSON的混合?

迪兰姆

我目前正在上一个类,让我们将代码提交给自动评分器,然后返回结果。它返回的格式很难直观地解析,因此我想编写一个脚本,可以在管道中使用该脚本以使其更易于阅读。

这是自动分级机的输出:

Problem,Correct?,Correct Answer,Agent's Answer
"Challenge Problem B-04",0,4,-1
"Basic Problem B-12",0,1,-1
"Challenge Problem B-05",0,6,-1
"Challenge Problem B-07",0,6,-1
"Challenge Problem B-06",0,3,-1
"Basic Problem B-11",0,1,-1
"Basic Problem B-10",0,3,-1
"Challenge Problem B-03",0,3,-1
"Challenge Problem B-02",0,1,-1
"Challenge Problem B-01",0,6,-1
"Challenge Problem B-09",0,4,-1
"Challenge Problem B-08",0,4,-1
"Basic Problem B-08",0,6,-1
"Basic Problem B-09",0,5,-1
"Basic Problem B-04",0,3,-1
"Basic Problem B-05",0,4,-1
"Basic Problem B-06",0,5,-1
"Basic Problem B-07",0,6,-1
"Basic Problem B-01",0,2,-1
"Basic Problem B-02",0,5,-1
"Basic Problem B-03",0,1,-1
"Challenge Problem B-10",0,4,-1
"Challenge Problem B-11",0,5,-1
"Challenge Problem B-12",0,1,-1
{
    "Basic Problems B": {
        "Incorrect": "0",
        "Skipped": "12",
        "Correct": "0",
        "Set": "Basic Problems B"
    },
    "Challenge Problems B": {
        "Incorrect": "0",
        "Skipped": "12",
        "Correct": "0",
        "Set": "Challenge Problems B"
    }
}

它由逗号分隔的值和JSON混合而成。最好将所有这些都放在一个我可以阅读的漂亮表中。

目前,我有类似

python submit.py --provider gt --assignment error-check | column -t -s, | less -S

哪个输出:

{
    "Basic Problems B": {
        "Incorrect": "0",
        "Skipped": "12",
        "Correct": "0",
        "Set": "Basic Problems B"
    },
    "Challenge Problems B": {
        "Incorrect": "0",
        "Skipped": "12",
        "Correct": "0",
        "Set": "Challenge Problems B"
    }
}
Problem                   Correct?  Correct Answer  Agent's Answer
"Challenge Problem B-04"  0         4               -1
"Basic Problem B-12"      0         1               -1
"Challenge Problem B-05"  0         6               -1
"Challenge Problem B-07"  0         6               -1
"Challenge Problem B-06"  0         3               -1
"Basic Problem B-11"      0         1               -1
"Basic Problem B-10"      0         3               -1
"Challenge Problem B-03"  0         3               -1
"Challenge Problem B-02"  0         1               -1
"Challenge Problem B-01"  0         6               -1
"Challenge Problem B-09"  0         4               -1
"Challenge Problem B-08"  0         4               -1
"Basic Problem B-08"      0         6               -1
"Basic Problem B-09"      0         5               -1
"Basic Problem B-04"      0         3               -1
"Basic Problem B-05"      0         4               -1
"Basic Problem B-06"      0         5               -1
"Basic Problem B-07"      0         6               -1
"Basic Problem B-01"      0         2               -1
"Basic Problem B-02"      0         5               -1
"Basic Problem B-03"      0         1               -1
"Challenge Problem B-10"  0         4               -1
"Challenge Problem B-11"  0         5               -1
"Challenge Problem B-12"  0         1               -1

这使我大部分时间都在那里。现在我想知道是否有一种方法可以处理JSON?

我不能依靠将输出分割成一定的行号来实现,但是我想我可以在第一次找到a时对输出进行分段{

我想做的尽可能少,所以我可以和同学分享。因此,依存关系越少越好。

我看过其他建议使用外部代码的JSON解析帖子。

理想的输出如下所示:

Problem                   Correct?  Correct Answer  Agent's Answer
"Challenge Problem B-04"  0         4               -1
"Basic Problem B-12"      0         1               -1
"Challenge Problem B-05"  0         6               -1
"Challenge Problem B-07"  0         6               -1
"Challenge Problem B-06"  0         3               -1
"Basic Problem B-11"      0         1               -1
"Basic Problem B-10"      0         3               -1
"Challenge Problem B-03"  0         3               -1
"Challenge Problem B-02"  0         1               -1
"Challenge Problem B-01"  0         6               -1
"Challenge Problem B-09"  0         4               -1
"Challenge Problem B-08"  0         4               -1
"Basic Problem B-08"      0         6               -1
"Basic Problem B-09"      0         5               -1
"Basic Problem B-04"      0         3               -1
"Basic Problem B-05"      0         4               -1
"Basic Problem B-06"      0         5               -1
"Basic Problem B-07"      0         6               -1
"Basic Problem B-01"      0         2               -1
"Basic Problem B-02"      0         5               -1
"Basic Problem B-03"      0         1               -1
"Challenge Problem B-10"  0         4               -1
"Challenge Problem B-11"  0         5               -1
"Challenge Problem B-12"  0         1               -1

Set                   Incorrect Skipped Correct
Basic Problems B      0         12      0
Challenge Problems B  0         12      0
芒登

将JSON与其余部分分离非常容易。这将只为您提供非JSON:

python submit.py --provider gt --assignment error-check | sed '/{/,$d' 

而且,只有JSON:

python submit.py --provider gt --assignment error-check | sed -n '/{/,$p' 

为了说明这一点,我将您的示例输入另存为file

$ sed '/{/,$d' file
Problem,Correct?,Correct Answer,Agent's Answer
"Challenge Problem B-04",0,4,-1
"Basic Problem B-12",0,1,-1
"Challenge Problem B-05",0,6,-1
"Challenge Problem B-07",0,6,-1
"Challenge Problem B-06",0,3,-1
"Basic Problem B-11",0,1,-1
"Basic Problem B-10",0,3,-1
"Challenge Problem B-03",0,3,-1
"Challenge Problem B-02",0,1,-1
"Challenge Problem B-01",0,6,-1
"Challenge Problem B-09",0,4,-1
"Challenge Problem B-08",0,4,-1
"Basic Problem B-08",0,6,-1
"Basic Problem B-09",0,5,-1
"Basic Problem B-04",0,3,-1
"Basic Problem B-05",0,4,-1
"Basic Problem B-06",0,5,-1
"Basic Problem B-07",0,6,-1
"Basic Problem B-01",0,2,-1
"Basic Problem B-02",0,5,-1
"Basic Problem B-03",0,1,-1
"Challenge Problem B-10",0,4,-1
"Challenge Problem B-11",0,5,-1
"Challenge Problem B-12",0,1,-1

$ sed -n '/{/,$p' file
{
    "Basic Problems B": {
        "Incorrect": "0",
        "Skipped": "12",
        "Correct": "0",
        "Set": "Basic Problems B"
    },
    "Challenge Problems B": {
        "Incorrect": "0",
        "Skipped": "12",
        "Correct": "0",
        "Set": "Challenge Problems B"
    }
}

现在,您已经很好地处理了非JSON,所以我不会改变它。理想情况下,应该使用JSON解析器(如)解析JSON数据jq可悲的是,我对jq正确执行此操作的了解还不够,因此我能想到的最好的解决方案是这种相当微妙的解决方案。至少它确实可以满足您的要求(cat filepython submit.py --provider gt --assignment error-check命令代替

$ cat file | sed -n 's/[,"]//g; s/^ *//; /{/,$p'  | tac | awk -F': ' 'BEGIN{printf "%-30s%-10s%-10s%-10s\n", "Set", "Incorrect", "Skipped", "Correct"} NF==2 && !/\{/{if($1=="Set"){set=$2;data[set]["Incorrect"] = 0;data[set]["Skipped"] = 0;data[set]["Correct"] = 0;} data[set][$1]=$2}END{for(set in data){printf "%-30s%-10s%-10s%-10s\n", set,data[set]["Incorrect"],data[set]["Skipped"],data[set]["Correct"]}}' 
Set                           Incorrect Skipped   Correct   
Challenge Problems B          0         12        0         
Basic Problems B              0         12        0      

将所有这些放到一个shell脚本中可以得到:

#!/bin/bash

tmpFile=$(mktemp)
python submit.py --provider gt --assignment error-check > "$tmpFile";

sed '/{/,$d' "$tmpFile" | column -t -s, 
sed -n 's/[,"]//g; s/^ *//; /{/,$p' "$tmpFile" |
  tac |
  awk -F': ' '
    BEGIN{
      printf "%-30s%-10s%-10s%-10s\n", "Set", "Incorrect", "Skipped", "Correct"
    }
    NF==2 && !/\{/{
      if($1=="Set"){
         set=$2;
         data[set]["Incorrect"] = 0;
         data[set]["Skipped"] = 0;
         data[set]["Correct"] = 0;
      } 
      data[set][$1]=$2
    }
    END{
       for(set in data){
         printf "%-30s%-10s%-10s%-10s\n", set, 
                                     data[set]["Incorrect"], 
                                     data[set]["Skipped"], 
                                     data[set]["Correct"]}
    }' 
rm "$tmpFile"

产生以下输出:

$ foo.sh
Problem                   Correct?  Correct Answer  Agent's Answer
"Challenge Problem B-04"  0         4               -1
"Basic Problem B-12"      0         1               -1
"Challenge Problem B-05"  0         6               -1
"Challenge Problem B-07"  0         6               -1
"Challenge Problem B-06"  0         3               -1
"Basic Problem B-11"      0         1               -1
"Basic Problem B-10"      0         3               -1
"Challenge Problem B-03"  0         3               -1
"Challenge Problem B-02"  0         1               -1
"Challenge Problem B-01"  0         6               -1
"Challenge Problem B-09"  0         4               -1
"Challenge Problem B-08"  0         4               -1
"Basic Problem B-08"      0         6               -1
"Basic Problem B-09"      0         5               -1
"Basic Problem B-04"      0         3               -1
"Basic Problem B-05"      0         4               -1
"Basic Problem B-06"      0         5               -1
"Basic Problem B-07"      0         6               -1
"Basic Problem B-01"      0         2               -1
"Basic Problem B-02"      0         5               -1
"Basic Problem B-03"      0         1               -1
"Challenge Problem B-10"  0         4               -1
"Challenge Problem B-11"  0         5               -1
"Challenge Problem B-12"  0         1               -1
Set                           Incorrect Skipped   Correct   
Challenge Problems B          0         12        0         
Basic Problems B              0         12        0         

但是,这感觉很骇人,我希望有人可以提出一个带有专用JSON解析器的更干净的解决方案。


Steeldriver很好,可以jq在评论中提供适当的解决方案,因此,如果我们将其合并,则将变得更简单(更安全):

#!/bin/bash

tmpFile=$(mktemp)
python submit.py --provider gt --assignment error-check > "$tmpFile";

sed '/{/,$d' "$tmpFile" | column -t -s, 
sed -n '/{/,$p' "$tmpFile" | 
  jq -r '["Set","Incorrect","Skipped","Correct"], (.[] | [.Set,.Incorrect,.Skipped,.Correct]) | @tsv'
 rm "$tmpFile"

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