I have the following row in a CSV file that I am ingesting into a Splunk index:
"field1","field2","field3\","field4"
Excel and the default Python CSV reader both correctly parse that as 4 separate fields. Splunk does not. It seems to be treating the backslash as an escape character and interpreting field3","field4 as a single mangled field. It is my understanding that the standard escape character for double quotes inside a quoted CSV field is another double quote, according to RFC-4180:
"If double-quotes are used to enclose fields, then a double-quote appearing inside a field must be escaped by preceding it with another double quote."
Why is Splunk treating the backslash as an escape character, and is there any way to change that configuration via props.conf or any other way? I have set:
INDEXED_EXTRACTIONS = csv
KV_MODE = none
for this sourcetype in props.conf, and it is working fine for rows without backslashes in them.
UPDATE: Yeah so Splunk's CSV parsing is indeed not RFC-4180 compliant, and there's not really any workaround that I could find. In the end I changed the upstream data pipeline to output JSON instead of CSVs for ingestion by Splunk. Now it works fine. Let this be a cautionary tale if anyone stumbles across this question while trying to parse CSVs in Splunk!
I'm parsing json in redshift using json_extract_path_text, but this json is invalid (one of the fields contains double quote inside of the string value):
"somefield": "4 *\\"`)(z"
Is there any way to get rid of this quote and replace it with some other value (I do not really care about this particular data as it is wrong anyway, but I want to fetch some other parts of this json).
It looks like you have the wrong number of backslashes in the string. You need either or 1, to just get the double quotes, or 3 to get a backslash and the double quote. But this isn't really the question.
You can use the REPLACE() function to strip the \" text out. https://docs.aws.amazon.com/redshift/latest/dg/r_REPLACE.html
REPLACE(json_text, '\\"', '')
I believe REPLACE() doesn't do any string interpretation so no additional escaping will be needed.
When I create a string containing backslashes, they get duplicated:
>>> my_string = "why\does\it\happen?"
>>> my_string
'why\\does\\it\\happen?'
Why?
What you are seeing is the representation of my_string created by its __repr__() method. If you print it, you can see that you've actually got single backslashes, just as you intended:
>>> print(my_string)
why\does\it\happen?
The string below has three characters in it, not four:
>>> 'a\\b'
'a\\b'
>>> len('a\\b')
3
You can get the standard representation of a string (or any other object) with the repr() built-in function:
>>> print(repr(my_string))
'why\\does\\it\\happen?'
Python represents backslashes in strings as \\ because the backslash is an escape character - for instance, \n represents a newline, and \t represents a tab.
This can sometimes get you into trouble:
>>> print("this\text\is\not\what\it\seems")
this ext\is
ot\what\it\seems
Because of this, there needs to be a way to tell Python you really want the two characters \n rather than a newline, and you do that by escaping the backslash itself, with another one:
>>> print("this\\text\is\what\you\\need")
this\text\is\what\you\need
When Python returns the representation of a string, it plays safe, escaping all backslashes (even if they wouldn't otherwise be part of an escape sequence), and that's what you're seeing. However, the string itself contains only single backslashes.
More information about Python's string literals can be found at: String and Bytes literals in the Python documentation.
As Zero Piraeus's answer explains, using single backslashes like this (outside of raw string literals) is a bad idea.
But there's an additional problem: in the future, it will be an error to use an undefined escape sequence like \d, instead of meaning a literal backslash followed by a d. So, instead of just getting lucky that your string happened to use \d instead of \t so it did what you probably wanted, it will definitely not do what you want.
As of 3.6, it already raises a DeprecationWarning, although most people don't see those. It will become a SyntaxError in some future version.
In many other languages, including C, using a backslash that doesn't start an escape sequence means the backslash is ignored.
In a few languages, including Python, a backslash that doesn't start an escape sequence is a literal backslash.
In some languages, to avoid confusion about whether the language is C-like or Python-like, and to avoid the problem with \Foo working but \foo not working, a backslash that doesn't start an escape sequence is illegal.
I am trying to escape delimiter character that appears inside data. Is there a way to do it by passing option parameters? I can do it from udf, but I am hoping it is possible using options.
val df = Seq((8, "test,me\nand your", "other")).toDF("number", "test", "t")
df.coalesce(1).write.mode("overwrite").format("csv").option("quote", "\u0000").option("delimiter", ",").option("escape", "\\").save("testcsv1")
But the escape is not working. The output file is written as
8,test,me
and your,other
I want the output file to be written as.
8,test\,me\\nand your,other
I'm not certain, but I think if you had your sequence as
Seq((8, "test\\,me\\\\nand your", "other"))
and did not specify a custom escape character, it would behave as you are expecting and give you 8,test\,me\\nand your,other as the output. This is because \\ acts simply as the character '\' rather than an escape, so they are printed where you want and the n immediately after is not interpreted as part of a newline character.
I've got a two column CSV with a name and a number. Some people's name use commas, for example Joe Blow, CFA. This comma breaks the CSV format, since it's interpreted as a new column.
I've read up and the most common prescription seems to be replacing that character, or replacing the delimiter, with a new value (e.g. this|that|the, other).
I'd really like to keep the comma separator (I know excel supports other delimiters but other interpreters may not). I'd also like to keep the comma in the name, as Joe Blow| CFA looks pretty silly.
Is there a way to include commas in CSV columns without breaking the formatting, for example by escaping them?
To encode a field containing comma (,) or double-quote (") characters, enclose the field in double-quotes:
field1,"field, 2",field3, ...
Literal double-quote characters are typically represented by a pair of double-quotes (""). For example, a field exclusively containing one double-quote character is encoded as """".
For example:
Sheet: |Hello, World!|You "matter" to us.|
CSV: "Hello, World!","You ""matter"" to us."
More examples (sheet → csv):
regular_value → regular_value
Fresh, brown "eggs" → "Fresh, brown ""eggs"""
" → """"
"," → ""","""
,,," → ",,,"""
,"", → ","""","
""" → """"""""
See wikipedia.
I found that some applications like Numbers in Mac ignore the double quote if there is space before it.
a, "b,c" doesn't work while a,"b,c" works.
The problem with the CSV format, is there's not one spec, there are several accepted methods, with no way of distinguishing which should be used (for generate/interpret). I discussed all the methods to escape characters (newlines in that case, but same basic premise) in another post. Basically it comes down to using a CSV generation/escaping process for the intended users, and hoping the rest don't mind.
Reference spec document.
If you want to make that you said, you can use quotes. Something like this
$name = "Joe Blow, CFA.";
$arr[] = "\"".$name."\"";
so now, you can use comma in your name variable.
You need to quote that values.
Here is a more detailed spec.
In addition to the points in other answers: one thing to note if you are using quotes in Excel is the placement of your spaces. If you have a line of code like this:
print '%s, "%s", "%s", "%s"' % (value_1, value_2, value_3, value_4)
Excel will treat the initial quote as a literal quote instead of using it to escape commas. Your code will need to change to
print '%s,"%s","%s","%s"' % (value_1, value_2, value_3, value_4)
It was this subtlety that brought me here.
You can use Template literals (Template strings)
e.g -
`"${item}"`
CSV files can actually be formatted using different delimiters, comma is just the default.
You can use the sep flag to specify the delimiter you want for your CSV file.
Just add the line sep=; as the very first line in your CSV file, that is if you want your delimiter to be semi-colon. You can change it to any other character.
This isn't a perfect solution, but you can just replace all uses of commas with ‚ or a lower quote. It looks very very similar to a comma and will visually serve the same purpose. No quotes are required
in JS this would be
stringVal.replaceAll(',', '‚')
You will need to be super careful of cases where you need to directly compare that data though
Depending on your language, there may be a to_json method available. That will escape many things that break CSVs.
I faced the same problem and quoting the , did not help. Eventually, I replaced the , with +, finished the processing, saved the output into an outfile and replaced the + with ,. This may seem ugly but it worked for me.
May not be what is needed here but it's a very old question and the answer may help others. A tip I find useful with importing into Excel with a different separator is to open the file in a text editor and add a first line like:
sep=|
where | is the separator you wish Excel to use.
Alternatively you can change the default separator in Windows but a bit long-winded:
Control Panel>Clock & region>Region>Formats>Additional>Numbers>List separator [change from comma to your preferred alternative]. That means Excel will also default to exporting CSVs using the chosen separator.
You could encode your values, for example in PHP base64_encode($str) / base64_decode($str)
IMO this is simpler than doubling up quotes, etc.
https://www.php.net/manual/en/function.base64-encode.php
The encoded values will never contain a comma so every comma in your CSV will be a separator.
You can use the Text_Qualifier field in your Flat file connection manager to as ". This should wrap your data in quotes and only separate by commas which are outside the quotes.
First, if item value has double quote character ("), replace with 2 double quote character ("")
item = item.ToString().Replace("""", """""")
Finally, wrap item value:
ON LEFT: With double quote character (")
ON RIGHT: With double quote character (") and comma character (,)
csv += """" & item.ToString() & ""","
Double quotes not worked for me, it worked for me \". If you want to place a double quotes as example you can set \"\".
You can build formulas, as example:
fprintf(strout, "\"=if(C3=1,\"\"\"\",B3)\"\n");
will write in csv:
=IF(C3=1,"",B3)
A C# method for escaping delimiter characters and quotes in column text. It should be all you need to ensure your csv is not mangled.
private string EscapeDelimiter(string field)
{
if (field.Contains(yourEscapeCharacter))
{
field = field.Replace("\"", "\"\"");
field = $"\"{field}\"";
}
return field;
}