REGEX_EXTRACT in pig does not works - regex

I want to remove double quotes '"' from begining and end of each field.
I'm trying to apply regexp in pig, but seems it doesn't work
Input:
(main_170521230001.csv,"9","2017-05-21 23:00:01.472636")
(main_170521230001.csv,"91","2017-05-21 23:00:01.472636")
(main_170521230001.csv,"592","2017-05-21 23:00:01.472636")
Pig script:
raw = LOAD '/data/csv' using PigStorage(',','-tagFile') as (
fn:chararray,
gid:chararray,
createdts:chararray);
res = foreach raw generate
REGEX_EXTRACT(fn, '([^"](.*)[^"])',1) as (fn:chararray),
REGEX_EXTRACT(gid, '([^"](.*)[^"])',1) as (gid:chararray),
REGEX_EXTRACT(createdts, '([^"](.*)[^"])',1) as (createdts:chararray);
dump res;
Output:
(ain_170521230001.cs,,017-05-21 23:00:01.47263)
(ain_170521230001.cs,91,017-05-21 23:00:01.47263)
(ain_170521230001.cs,592,017-05-21 23:00:01.47263)
I expected:
(main_170521230001.csv,9,2017-05-21 23:00:01.472636)
(main_170521230001.csv,91,2017-05-21 23:00:01.472636)
(main_170521230001.csv,592,2017-05-21 23:00:01.472636)
I want to receive all characters between "".
Examples:
"abc" -> abc
abc -> abc
""abc""" -> abc
"a"b"c" -> a"b"c
Thats why I'm using this pattern:
'([^"](.*)[^"])'
It works fine, except one case - if there is a single character between double quotes this pattern returns empty string
why does it happen so?

Load the data into a single field and use REPLACE.You can then use STRSPLIT to get the individual fields.
raw = LOAD '/data/csv' USING TextLoader();
res = foreach raw generate REPLACE($0,"\\"",'');
res_new = foreach res generate STRSPLIT($0,',',3);
dump res_new;

Related

matching new line in Scala regex, when reading from file

For processing a file with SQL statements such as:
ALTER TABLE ONLY the_schema.the_big_table
ADD CONSTRAINT the_schema_the_big_table_pkey PRIMARY KEY (the_id);
I am using the regex:
val primaryKeyConstraintNameCatchingRegex: Regex = "([a-z]|_)+\\.([a-z]|_)+\n\\s*(ADD CONSTRAINT)\\s*([a-z]|_)+\\s*PRIMARY KEY”.r
Now the problem is that this regex does not return any results, despite the fact that both the regex
val alterTableRegex = “ALTER TABLE ONLY\\s+([a-z]|_)+\\.([a-z]|_)+”.r
and
val addConstraintRegex = “ADD CONSTRAINT\\s*([a-z]|_)+\\s*PRIMARY KEY”.r
match the intended sequences.
I thought the problem could be with the new line, and, so far, I have tried writing \\s+, \\W+, \\s*, \\W*, \\n*, \n*, \n+, \r+, \r*, \r\\s*, \n*\\s*, \\s*\n*\\s*, and other combinations to match the white space between the table name and add constraint to no avail.
I would appreciate any help with this.
Edit
This is the code I am using:
import scala.util.matching.Regex
import java.io.File
import scala.io.Source
object Hello extends Greeting with App {
val primaryKeyConstraintNameCatchingRegex: Regex = "([a-z]|_)+\\.([a-z]|_)+\r\\s*(ADD CONSTRAINT)\\s*([a-z]|_)+\\s*PRIMARY KEY".r
readFile
def readFile: Unit = {
val fname = "dump.sql"
val fSource = Source.fromFile(fname)
for (line <- fSource.getLines) {
val matchExp = primaryKeyConstraintNameCatchingRegex.findAllIn(line).foreach(
segment => println(segment)
)
}
fSource.close()
}
}
Edit 2
Another strange behavior is that when matching with
"""[a-z_]+(\.[a-z_]+)\s*A""”.r
the matches happen and they include A, but when I use
"""[a-z_]+(\.[a-z_]+)\s*ADD""”.r
which is only different in DD, no sequence is matched.
Your problem is that you read the file line by line (see for (line <- fSource.getLines) code part).
You need to grab the contents as a single string to be able to match across line breaks.
val fSource = Source.fromFile(fname).mkString
val matchExps = primaryKeyConstraintNameCatchingRegex.findAllIn(fSource)
Now, fSource will contain the whole text file contents as one string and matchExps will contain all found matches.

Nicer way to access match results?

My requirement is to transform some textual message ids. Input is
a.messageid=X0001E
b.messageid=Y0001E
The task is to turn that into
a.messageid=Z00001E
b.messageid=Z00002E
In other words: fetch the first part each line (like: a.), and append a slightly different id.
My current solution:
val matcherForIds = Regex("(.*)\\.messageid=(X|Y)\\d{4,6}E")
var idCounter = 5
fun transformIds(line: String): String {
val result = matcherForIds.matchEntire(line) ?: return line
return "${result.groupValues.get(1)}.messageid=Z%05dE".format(messageCounter++)
}
This works, but find the way how I get to first match "${result.groupValues.get(1)} to be not very elegant.
Is there a nicer to read/more concise way to access that first match?
You may get the result without a separate function:
val line = s.replace("""^(.*\.messageid=)[XY]\d{4,6}E$""".toRegex()) {
"${it.groupValues[1]}Z%05dE".format(messageCounter++)
}
However, as you need to format the messageCounter into the result, you cannot just use a string replacement pattern and you cannot get rid of ${it.groupValues[1]}.
Also, note:
You may get rid of double backslashes by means of the triple-quoted string literal
There is no need adding .messageid= to the replacement if you capture that part into Group 1 (see (.*\.messageid=))
There is no need capturing X or Y since you are not using them later, thus, (X|Y) can be replaced with a more efficient character class [XY].
The ^ and $ make sure the pattern should match the entire string, else, there will be no match and the string will be returned as is, without any modification.
See the Kotlin demo online.
Maybe not really what you are looking for, but maybe it is. What if you first ensure (filter) the lines of interest and just replace what needs to be replaced instead, e.g. use the following transformation function:
val matcherForIds = Regex("(.*)\\.messageid=(X|Y)\\d{4,6}E")
val idRegex = Regex("[XY]\\d{4,6}E")
var idCounter = 5
fun transformIds(line: String) = idRegex.replace(line) {
"Z%05dE".format(idCounter++)
}
with the following filter:
"a.messageid=X0001E\nb.messageid=Y0001E"
.lineSequence()
.filter(matcherForIds::matches)
.map(::transformIds)
.forEach(::println)
In case there are also other strings that are relevant which you want to keep then the following is also possible but not as nice as the solution at the end:
"a.messageid=X0001E\nnot interested line, but required in the output!\nb.messageid=Y0001E"
.lineSequence()
.map {
when {
matcherForIds.matches(it) -> transformIds(it)
else -> it
}
}
.forEach(::println)
Alternatively (now just copying Wiktors regex, as it already contains all we need (complete match from begin of line ^ upto end of line $, etc.)):
val matcherForIds = Regex("""^(.*\.messageid=)[XY]\d{4,6}E$""")
fun transformIds(line: String) = matcherForIds.replace(line) {
"${it.groupValues[1]}Z%05dE".format(idCounter++)
}
This way you ensure that lines that completely match the desired input are replaced and the others are kept but not replaced.

Scala. Split line regex returns unexpected empty String

Please see the example below. I create a multiline String and then try to split it. It works fine except the first line. By default split method doesn't return delimiters. So, I wonder what is so special about the beginning of the line that it returns "". And how to update the regex to avoid it.
scala> val Shakespear =
| """
| |To be,
| | or not
| |to be:
| """.stripMargin
Shakespear: String =
"
To be,
or not
to be:
"
scala> Shakespear.split("""[\s]+""")
res3: Array[String] = Array("", To, be,, or, not, to, be:)
Thanks.
Instead of updating regex, how about trim the white spaces at both ends, and then split:
Shakespear.trim.split("\\s+")
// res22: Array[String] = Array(To, be,, or, not, to, be:)
As for why you have an empty string, you have a new line character at the beginning of the string which is also captured by \\s, and splitting on it gives you an empty string since there is nothing in front of the delimiter.
Here is the raw representation of your string (escape borrowed from here):
def escape(raw: String): String = {
import scala.reflect.runtime.universe._
Literal(Constant(raw)).toString
}
escape(Shakespear)
// res24: String = "\nTo be,\n or not\nto be:\n "
If you don't want to split on new line character, use " " instead:
Shakespear.split(" ")
//res26: Array[String] =
//Array("
//To", "be,
//", or, not
//to, "be:
//")

Pig - Remove line feed, return and tab

I'm trying to remove the characters: \n, \t and \r from a column in Pig but I'm getting the wrong output.
Here is what I'm doing:
qr_1 = LOAD 'hdfs://localhost:9000/sample.csv' USING PigStorage(',') as (Id:int,PostTypeId:int,AcceptedAnswerId:int,ParentId:int,CreationDate:chararray,DeletionDate:chararray,Score:int,ViewCount:int,Body:chararray,OwnerUserId:int,OwnerDisplayName:chararray,LastEditorUserId:int,LastEditorDisplayName:chararray,LastEditDate:chararray,LastActivityDate:chararray,Title:chararray,Tags:chararray,AnswerCount:int,CommentCount:int,FavoriteCount:int,ClosedDate:chararray,CommunityOwnedDate:chararray);
qr_1 = FOREACH qr_1 GENERATE Id .. ViewCount, REPLACE(Body,'\n','') as Body, OwnerUserId .. ;
qr_1 = FOREACH qr_1 GENERATE Id .. ViewCount, REPLACE(Body,'\r','') as Body, OwnerUserId .. ;
qr_1 = FOREACH qr_1 GENERATE Id .. ViewCount, REPLACE(Body,'\t','') as Body, OwnerUserId .. ;
Input:
5585779,1,5585800,,2011-04-07 18:27:54,,1432,3090250,"<p>How can I convert a <code>String</code> to an <code>int</code> in Java?</p>
<p>My String contains only numbers and I want to return the number it represents.</p>
<p>For example, given the string <code>""""1234""""</code> the result should be the number <code>1234</code>.</p>",537967,,2756409,user166390,2015-09-10 21:30:42,2016-03-07 00:42:49,Converting String to Int in Java?,<java><string><type-conversion>,12,0,239
Output:
(5585779,1,5585800,,2011-04-07 18:27:54,,1432,3090250,"<p>How can I convert a <code>String</code> to an <code>int</code> in Java?</p>,,,,,,,,,,,,,)
(,,,,,,,,,,,,,,,,,,,,,)
(,,,,,,,,,,,,,,,,,,,,)
(,,,,,,,,,,,,,,,,,,,,,)
(,,537967,,2756409,user166390,,,Converting String to Int in Java?,,12,0,239,,,,,,,,,)
What am I doing?
Thanks.
Also "\\n" doesn't make a difference.
There is comma in your data and that's why the fields and the schema are not matching.Use CSVLoader and then use the REPLACE command to replace '\\t','\\n','\\r'
<p>For example, given the string

Remove text between two tags

I'm trying to remove some text between two tags [ & ]
[13:00:00]
I want to remove 13:00:00 from [] tags.
This number is not the same any time.
Its always a time of the day so, only Integer and : symbols.
Someone can help me?
UPDATE:
I forgot to say something. The time (13:00:00) was picked from a log file. Looks like that:
[10:56:49] [Client thread/ERROR]: Item entity 26367127 has no item?!
[10:57:25] [Dbutant] misterflo13 : ils coute chere les enchent aura de feu et T2 du spawn??*
[10:57:35] [Amateur] firebow ?.SkyLegend.? : ouai 0
[10:57:38] [Novice] iPasteque : ils sont gratuit me
[10:57:41] [Novice] iPasteque : ils sont gratuit mec *
[10:57:46] [Dbutant] misterflo13 : on ma dit k'ils etait payent :o
[10:57:57] [Novice] iPasteque : on t'a mytho alors
Ignore the other text I juste want to remove the time between [ & ] (need to looks like []. The time between [ & ] is updated every second.
It looks like your log has specific format. And you seem want to get rid of the time and keep all other information. Ok - read in comments
I didn't test it but it should work
' Read log
Dim logLines() As String = File.ReadAllLines("File_path")
If logLines.Length = 0 Then Return
' prepare array to fill sliced data
Dim lines(logLines.Length - 1) As String
For i As Integer = 0 To logLines.Count - 1
' just cut off time part and add empty brackets for each line
lines(i) = "[]" & logLines(i).Substring(10)
Next
What you see above - if you know that your file comes in certain format, just use position in the string where to cut it off.
Note: Code above can be done in 1 line using LINQ
If you want to actually get the data out of it, use IndexOf. Since you looking for first occurrence of "[" or "]", just use start index "0"
' get position of open bracket in string
Dim openBracketPos As Integer = myString.IndexOf("[", 0, StringComparison.OrdinalIgnoreCase)
' get position of close bracket in string
Dim closeBracketPos As Integer = myString.IndexOf("]", 0, StringComparison.OrdinalIgnoreCase)
' get string between open and close bracket
Dim data As String = myString.Substring(openBracketPos + 1, closeBracketPos - 1)
This is another possibility using Regex:
Public Function ReplaceTime(ByVal Input As String) As String
Dim m As Match = Regex.Match(Input, "(\[)(\d{1,2}\:\d{1,2}(\:\d{1,2})?)(\])(.+)")
Return m.Groups(1).Value & m.Groups(4).Value & m.Groups(5).Value
End Function
It's more of a readability nightmare but it's efficient and it takes only the brackets containing a time value.
I also took the liberty of making it match for example 13:47 as well as 13:47:12.
Test: http://ideone.com/yogWfD
(EDIT) Multiline example:
You can combine this with File.ReadAllLines() (if that's what you prefer) and a For loop to get the replacement done.
Public Function ReplaceTimeMultiline(ByVal TextLines() As String) As String
For x = 0 To TextLines.Length - 1
TextLines(x) = ReplaceTime(TextLines(x))
Next
Return String.Join(Environment.NewLine, TextLines)
End Function
Above code usage:
Dim FinalT As String = ReplaceTimeMultiline(File.ReadAllLines(<file path here>))
Another multiline example:
Public Function ReplaceTimeMultiline(ByVal Input As String) As String
Dim ReturnString As String = ""
Dim Parts() As String = Input.Split(Environment.NewLine)
For x = 0 To Parts.Length - 1
ReturnString &= ReplaceTime(Parts(x)) & If(x < (Parts.Length - 1), Environment.NewLine, "")
Next
Return ReturnString
End Function
Multiline test: http://ideone.com/nKZQHm
If your problem is to remove numeric strings in the format of 99:99:99 that appear inside [], I would do:
//assuming you want to replace the [......] numeric string with an empty []. Should you want to completely remove the tag, just replace with string.Empty
Here's a demo (in C#, not VB, but you get the point (you need the regex, not the syntax anyway)
List<string> list = new List<string>
{
"[13:00:00]",
"[4:5:0]",
"[5d2hu2d]",
"[1:1:1000]",
"[1:00:00]",
"[512341]"
};
string s = string.Join("\n", list);
Console.WriteLine("Original input string:");
Console.WriteLine(s);
Regex r = new Regex(#"\[\d{1,2}?:\d{1,2}?:\d{1,2}?\]");
foreach (Match m in r.Matches(s))
{
Console.WriteLine("{0} is a match.", m.Value);
}
Console.WriteLine();
Console.WriteLine("String with occurrences replaced with an empty string:");
Console.WriteLine(r.Replace(s, string.Empty).Trim());