我试图通过将它们导入多维数组并使用array_diff函数来找出差异来比较php中的2个csv文件。
我使用的方法是
1）获取预期csv的每条记录并转储到arr1
2）获取实际csv的每条记录并转储到arr2
3）使用array_multisort
对array1进行排序4）使用array_multisort
对array2进行排序5）使用array_diff函数比较每条记录（例如arr1 [0] [1] vs arr2 [0] [1]）
我的目标是在最短的时间内使用php脚本比较文件。我发现上面的方法是最短的（尝试最初将csv内容转储到MySQL并使用数据库查询进行比较，但由于某些未知原因，查询工作得非常慢，以至于在超时后崩溃我的Apache服务器）
我在csv中有大小高达300mb的文件，但通常是70k记录，有20列和10mb大小
我正在粘贴我所做的代码（w.r.t上述步骤）
$header='';
$file_handle = fopen($fileExp, "r");
$k=0;
while ($data=fgetcsv($file_handle,0,$_POST['dl1'])) {
if(count($data)==1 && $data[0]=='')
continue;
else
{
$urarr1[$k]='';
for($i=0;$i<count($data);$i++)
{
if(in_array($i,$exclude_cols,true))
$rarr1[$k][$i]='NTBT';
else
$rarr1[$k][$i]=trim($data[$i]);
}
$k++;
}
}
fclose($file_handle);
echo '<br>Exp Record count: '.count($rarr1);
$header.='<br>Exp Record count: '.count($rarr1);
$hrow=$rarr1[0]; //fetch header row and then unset it
unset($rarr1[0]);
array_multisort($rarr1); //need to sort on all 20 columns asc
$rarr1=array_values($rarr1); //re-number the array
//writing the sorted o/p to file...debugging purposes
$fp = fopen($_POST['op'].'/file1.csv', 'w');
foreach ($rarr1 as $fields) {
fputcsv($fp, $fields);
}
fclose($fp);
//Repeat for actual .csv
$file_handle = fopen($fileAct, "r");
$k=0;
while ($data=fgetcsv($file_handle,0,$_POST['dl2'])) {
if(count($data)==1 && $data[0]=='')
continue;
else
{
for($i=0;$i<count($data);$i++)
{
if(in_array($i,$exclude_cols,true))
$rarr2[$k][$i]='NTBT';
else
$rarr2[$k][$i]=trim($data[$i]);
}
$k++;
}
}
fclose($file_handle);
unset($file_handle);
echo '<br>Act Record count: '.count($rarr2);
$header.='<br>Act Record count: '.count($rarr2);
unset($rarr2[0]);
array_multisort($rarr2);
$rarr2=array_values($rarr2);
$fp = fopen($_POST['op'].'/file2.csv', 'w');
foreach ($rarr2 as $fields) {
fputcsv($fp, $fields);
}
fclose($fp);
///Comparison logic
$header.= '<br>';
$header.= '<table>';
$header.= '<th>RECORD_ID</th>';
for($i=0;$i<count($hrow);$i++)
{
$header.= '<th>'.$hrow[$i].'_EXP</th>';
$header.= '<th>'.$hrow[$i].'_ACT</th>';
}
$r=array();
for($i=0;$i<count($rarr1);$i++)
{
if(array_diff($rarr1[$i],$rarr2[$i]) || array_diff($rarr2[$i],$rarr1[$i]))
{
$r[$i]=array_unique(array_merge(array_keys(array_diff($rarr1[$i],$rarr2[$i])),array_keys(array_diff($rarr2[$i],$rarr1[$i]))));
foreach($r[$i] as $key=>$v)
{
if(in_array($v,$calc_cols))
{
if(abs($rarr1[$i][$v]-$rarr2[$i][$v])<0.2)
{
unset($r[$i][$key]);
}
}
elseif(is_numeric($rarr1[$i][$v]) && is_numeric($rarr2[$i][$v]) && !in_array($v,$calc_cols) && ($rarr1[$i][$v]-$rarr2[$i][$v])==0)
{
unset($r[$i][$key]);
}
}
if(empty($r[$i]))
unset($r[$i]);
if(isset($r[$i]))
{
$header.= '<tr>';
$header.= '<td>'.$i.'</td>';
for($j=0;$j<count($rarr1[$i]);$j++)
{
if(in_array($j,$r[$i]))
{
$header.= '<td style="color:orange">'.$rarr1[$i][$j].'</td>';
$header.= '<td style="color:orange">'.$rarr2[$i][$j].'</td>';
}
else
{
$header.= '<td >'.$rarr1[$i][$j].'</td>';
$header.= '<td >'.$rarr2[$i][$j].'</td>';
}
}
$header.= '</tr>';
}
}
}
$header.= '</table>';
//print_r($r);
echo '<br>';
// if(!isset($r))
// $r[0]=0;
echo 'Differences :'.count($r) ;
$header.= '<br>';
$header.= 'Differences :'.count($r) ;
$time_end = microtime(true);
$execution_time = ($time_end - $time_start)/60; //dividing with 60 will give the execution time in minutes other wise seconds
echo '<br><b>Total Execution Time:</b> '.$execution_time.' Mins'; //execution time of the script
虽然最初我发现这适用于大多数文件，但后来我发现对于某些文件由于未知原因，array_multisort正在对arr1和arr2进行不同的排序，即使内容看起来相同......我不确定这是发生因为数据类型不匹配但我尝试了类型转换，但它仍然以不同的方式排序但相同的数组
有人可以建议上面的代码可能有什么问题吗？另外，考虑到我上面提到的要求，有没有更方便的方法来实现这一点通过PHP？也许是一个比较.csv文件或其他东西的php插件？
编辑：请求的示例数据。只是一个快照，实际上会有更多的列和行。如上所述，.csv文件大小远远超过10mb！文件1和文件2
236|INPQR|31-AUG-12|200 |INR| 664|AAAAAA,PPPPP |0 |38972944.8 |0 |0 |38972944.8
236|INPQR|31-AUG-12|200 |INR| 6653|AAAAAA,PPPPP |0 |0 |0 |0 |0
236|INPQR|31-AUG-12|200 |USD| 6655|AAAAAA,PPPPP |0 |0 |0 |0 |0
236|INPQR|31-AUG-12|200 |USD| 664|AAAAAA,PPPPP |0 |63919609.97 |0 |0 |63919609.97
225|INPZQ|31-AUG-12|200 |USD| 6653|AAAAAA,PPPPP |0 |0 |0 |0 |0
225|INPZQ|31-AUG-12|200 |USD| 6655|AAAAAA,PPPPP |0 |0 |0 |0 |0
225|INPZQ|31-AUG-12|200 |USD| 6652|AAAAAA,PPPPP |0 |38972944.8 |0 |0 |38972944.8
225|INPZQ|31-AUG-12|200 |INR| 6652|AAAAAA,PPPPP |0 |63919609.97 |0 |0 |63919609.97
225|INPZQ|31-AUG-12|200 |INR| 6654|AAAAAA,PPPPP |0 |0 |0 |0 |0
225|INPZQ|31-AUG-12|200 |INR| 6654|AAAAAA,PPPPP
236|INPQR|31-AUG-12|200 |USD| 664|AAAAAA,PPPPP |0 |63919609.97 |0 |0 |63919609.97
225|INPZQ|31-AUG-12|200 |USD| 6653|AAAAAA,PPPPP |0 |0 |0 |0 |0
225|INPZQ|31-AUG-12|200 |USD| 6655|AAAAAA,PPPPP
236|INPQR|31-AUG-12|200 |INR| 664|AAAAAA,PPPPP |0 |38972944.8 |0 |0 |38972944.8
236|INPQT|31-AUG-12|200 |INR| 6653|AAAAAA,PPPPP |0 |0 |0 |0 |0
236|INPQR|31-AUG-12|200 |USD| 6655|AAAAAA,PPPPP |0 |0 |0 |0 |0
225|INPZQ|31-AUG-12|200 |USD| 6652|AAAAAA,PPPPP |0 |38972944.8 |0 |0 |38972944.8
225|INPZQ|31-AUG-12|200 |INR| 6652|AAAAAA,PPPPP |0 |63919609.97 |0 |0 |63919609.97
225|INPZQ|31-AUG-12|200 |USD| 6654|AAAAAA,PPPPP |0 |0 |0 |0 |0
225|INPZQ|31-AUG-12|200 |INR| 6654|AAAAAA,PPPPP
更新：2个csv文件可能包含不同的日期格式，其中每个都可能代表不同格式的数字，如1.csv可能有12-jan-2013和0.01为第1行.... 2 .csv会有01/12/2013和.01 因此，我认为哈希不会起作用
答案 0 :(得分：0)
确定2个文件不同吗？我会使用md5_file并比较两个文件的MD5哈希值来检查它们在任何方面是否有所不同。
如果它们不同，我会做类似以下的事情：
$csv_1_path = 'file_1.csv';
$csv_2_path = 'file_2.csv';
$fh_csv_1 = fopen($csv_1_path, 'r');
$fh_csv_2 = fopen($csv_2_path, 'r');
$md5_1 = array();
$md5_2 = array();
while( !feof($fh_csv_1) ) {
$md5_1[] = md5(fgets($fh_csv_1));
}
while( !feof($fh_csv_1) ) {
$md5_2[] = md5(fgets($fh_csv_2));
}
$common_records = array_intersect($md5_1, $md5_2);
$records_diff_count = 0;
foreach($md5_1 as $row_index => $md5_rec_1) {
if ( !in_array($md5_rec_1, $common_records) ) {
print "Record in file $csv_1_path, row $row_index has no match.\n";
$records_diff_count++;
}
}
foreach($md5_2 as $row_index => $md5_rec_2) {
if ( !in_array($md5_rec_2, $common_records) ) {
print "Record in file $csv_2_path, row $row_index has no match.\n";
$records_diff_count++;
}
}
找到每个文件的行索引后，您可以对文件之间的差异进行更深入的分析。
答案 1 :(得分：0)
快速观察
300MB加载到PHP application中的，但显然您没有内存问题，因为我建议您使用SQL或{ {1}}而不是。Map-Reduce有点滑稽，很难断定CSV或|是分隔符。
space哇...使用diff的hash会比整个20列更好..那么你可以找回内容的位置您的代码的简单版本
20 columns输出
$csvA = "a.log";
$csvB = "b.log";
echo PHP_EOL;
$hashA = readCSVFile($csvA);
$hashB = readCSVFile($csvB);
// Lines in A not in B
$hash = array_diff($hashA, $hashB);
if (($fp = fopen($csvA, "r")) !== FALSE) {
foreach ( $hash as $p => $v ) {
fseek($fp, $p);
echo implode("|",array_map("trim", fgetcsv($fp, 2024, "|"))), PHP_EOL;
}
fclose($fp);
}
使用的功能
236|INPQR|31-AUG-12|200|INR|6653|AAAAAA,PPPPP|0|0|0|0|0
225|INPZQ|31-AUG-12|200|USD|6655|AAAAAA,PPPPP|0|0|0|0|0
225|INPZQ|31-AUG-12|200|INR|6654|AAAAAA,PPPPP|0|0|0|0|0
答案 2 :(得分：0)
您可以使用以下行正确排序数据。
<?php
function readCSV($fileName, $delimiter, $exclude_cols = array()) {
$data = array();
$fh = fopen($fileName, 'r');
while ($line = fgetcsv($fh, 0, $delimiter)) {
if (count($line) == 1 && $line[0] == '') {
continue;
}
for ($i = 0; $i < count($line); $i++) {
$line[$i] = in_array($i, $exclude_cols, true) ? 'NTBT' : trim($line[$i]);
}
$data[] = $line;
}
fclose($fh);
return $data;
}
function sort2dArray($data) {
$tmp = array();
$lineCount = count($data);
foreach ($data as $lineNum => $lineData) {
foreach ($lineData as $column => $value) {
$tmp[$column][$lineNum] = $value;
}
}
$multiSortArgs = array();
foreach ($tmp as $column => &$columnData) {
array_push($multiSortArgs, &$columnData, SORT_ASC);
}
$multiSortArgs[] = &$data;
call_user_func_array('array_multisort', $multiSortArgs);
return $data;
}
// ========= Reading and sorting
// The expected data
$data_Exp = readCSV($fileExp, $_POST['dl1']);
$rarr1 = sort2dArray($data_Exp);
// The actual data
$data_Act = readCSV($fileAct, $_POST['dl2']);
$rarr2 = sort2dArray($data_Act);
但是，它不会解决您的问题，除非您希望文件包含一整套完全相同的行，这些行可以随机播放。
如果您的用例包含行丢失或完全不同的可能性，则排序只是解决方案的一半。
答案 3 :(得分：0)
有两种不同的方法来比较两个CSV文件。我用一种方法来检查两个文件中的不同行。我考虑到你要从行中删除某些列。
我没有使用排序，因为我检查一行是否在另一个文件中，而不是它在同一个位置。原因很简单：如果一行不匹配并在文件的开头排序，则该行之后的所有行都将不同。
示例：
file1: file2:
1|a 1|a
2|b 2|b
3|c 3|c
4|d 4|d
5|e 1|e
After sorting
file1: file2:
1|a 1|a
2|b 1|e
3|c 2|b
4|d 3|c
5|e 4|d
Now the rows 2, 3, 4, and 5 are all marked as different, because they do not match if you check per line. But in fact only 1 row is different.
在下面的代码中，您将看到关于我为什么做某事的评论。我还在几个大型CSV文件（~45mb和100.000行）上测试了代码，并且每次检查得到的行数不到10秒。
<?php
set_time_limit(0);
//create a function to create the CSV arrays.
//If you create the code twice like you did, you are bound to make a mistake or change something in one place and not the other.
//Obviously that could lead to sorting two equal files differently.
function CsvToArray($file)
{
$exclude_cols = array(2); //you didnt provide it, so for testig i remove the date col because its always the same
//load file contents into variable and trim it
$data = trim(implode('', file($file)));
//strip \r new line to make sure only \n is used
$data = str_replace("\r", "", $data);
//strip all spaces from |
$data = preg_replace('/\s\s+\|/', '|', $data);
$data = preg_replace('/\|\s\s+/', '|', $data);
//strip all spaces from each line
$data = preg_replace('/\s\s+\n/', "\n", $data);
$data = preg_replace('/\n\s\s+/', "\n", $data);
//each line to seperate row
$data = explode("\n", $data);
//each col to seperate record
//This is only needed for comparisment if you want to remove certain cols
//if thats not needed, you can skip this part
foreach($data as $k=>$v)
$data[$k] = explode('|', $v);
//get the header. Its always the first row
//array_shift will return the first element and remove it from the dataset
$header = array_shift($data);
//turn the array around, by making the row the key and count howmany times it shows
$ar = array();
foreach ($data as $row) {
//remove unwanted cols
//if you dont want to remove certain cols, skip this and the implode part and use $ar[$row]++
foreach($exclude_cols as $c)
$row[$c] = '';
//implode the remaining
$key = implode('', $row);
//you can use str_to_lower($key) for case insensive matching
$ar[$key]++;
}
return $ar;
}
function CompareTwoCsv($file1, $file2)
{
$start = microtime(true);
$ar1 = CsvToArray($file1);
$ar2 = CsvToArray($file2);
//check for differences.
$diff = 0;
foreach($ar1 as $k=>$v) {
//the second array doesnt contain the key (is row) so there is a difference
if (!array_key_exists($k, $ar2)) {
$diff+=$v; //all rows that are in the first array are different
continue;
}
$c2 = $ar2[$k];
if ($v == $c2) //row is in both file an equal number of times
continue;
$diff += max($v, $c2) - min($v, $c2); //add the number of different rows
}
$ar1_count = count($ar1);
$ar2_count = count($ar2);
//if ar2 has more records. Every row that is more, is different.
if ($ar2_count>$ar1_count)
$diff += $ar2_count - $ar1_count;
$end = microtime(true);
$difftime = $end - $start;
//debug output
echo "We found ".$diff." differences in the files. it took ".$difftime." seconds<hr>";
}
//test and test2 are two files with ~100.000 rows based on the data you supplied.
//They have many equal rows in the files, so the array returned from CsvToArray is small
CompareTwoCsv("test.txt", "test.txt");
//We found 0 differences in the files. it took 5.6848769187927 seconds
CompareTwoCsv("test.txt", "test2.txt");
//We found 17855 differences in the files. it took 6.6002569198608 seconds
CompareTwoCsv("test2.txt", "test.txt");
//We found 17855 differences in the files. it took 7.5223989486694 seconds
//randomly generated files with 100.000 rows. Very little duplicate data;
CompareTwoCsv("largescv1.txt", "largescv2.txt");
//We found 98250 differences in the files. it took 5.4302139282227 seconds
?>
结果：