I am making use of the JSON datatype in BigQuery and I have a table that looks like this:
myStringField | myJSONField
----------------|----------------------------------
someStringValue | {"key1":"value1", "key1":"value2"}
In SQL, everything works fine. But, when it comes to exporting data, it gets messy. For instance, if I click the "Save results" button and if I choose the "CSV (local file)" option, I obtain the following content in my CSV:
myStringField,myJSONField
someStringValue,"{""key1"":""value1"", ""key1"":""value2""}"
As you can see, I get "double double quotes" inside my JSON and it makes things complicated to parse for the downstream system that receives the file.
I tried to fix it by using different combinations of JSON functions such as PARSE_JSON(), TO_JSON_STRING(), STRING() but nothing worked and, in some cases, it even made things worse ("triple double quotes").
Ideally, the expected output of my CSV should resemble this:
myStringField,myJSONField
someStringValue,{"key1":"value1", "key1":"value2"}
Any workaround?
According to the docs, exporting JSON fields to a CSV format has some limitations:
When you export data in JSON format, INT64 (integer) data types are encoded as JSON strings to preserve 64-bit precision when the data is read by other systems.
When you export a table in JSON format, the symbols <, >, and & are converted by using the unicode notation \uNNNN, where N is a hexadecimal digit. For example, profit&loss becomes profit\u0026loss. This unicode conversion is done to avoid security vulnerabilities.
Check out the export limitations here: https://cloud.google.com/bigquery/docs/exporting-data#export_limitations
Regarding the export format you mentioned, that is the expected way to escape the double quote characters in CSV. So this is the expected output.
First quotes are there because of the CSV encode mechanism for strings and every other double quote inside that string will be escaped with another double quote.
"{""key1"":""value1""}"
If you are parsing this csv with any parser out there, this format should be supported with the right setup.
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 have an HTML internal doc that I want to strip character vectors from. Specifically, I am trying to parse Google results.
##create search query
vcSearchInput <- "Alberta+Alabama+USA+latitude+longitude"
##scrape and parse google results to XML
vcSearchOutput <- getURL(paste0("http://www.google.com/search?q=",vcSearchInput))
from here, I can that exactly what I want comes after:
<a href="http://maps.google.com/maps?um=1&ie=UTF-8&fb=1&gl=us&sa=X&ll=
I have figured out converting to character:
vaSearchOutput <- paste(capture.output(vaSearchOutput,file="test.txt"),collapse="")
But, of course, my search string has TONS of special characters that require escaping.
I tried:
gregexpr("http\\:\\/\\/maps\\.google\\.com\\/maps\\?um\\=1\\&\\;ie\\=UTF\\-8\\&\\;fb\\=1\\&\\;gl\\=us\\&\\;sa\\=X\\&\\;ll\\=",vaSearchOutput,ignore.case=T)
I tried:
regmatches(regexpr("maps\\.google\\.com.*",vaSearchOutput,ignore.case=T),vaSearchOutput)
and received:
Error in so + attr(m, "match.length")[ind] :
non-numeric argument to binary operator
So how can I work with these kinds of variable types to find regular expressions?
I have a string in R which escapes quotation marks:
my_text = {\"stim\":[\"platery\",\"denial\",\"generic\"]}
When using cat() I get:
{"stim":["platery","denial","generic"]}
Now my whole string is a JSON string that needs to be parsed and is evaluated invalid by JSONLint. If I copy&paste the cat() version, this is valid a JSON, so I think I just miss some pre-processing here.
I saw this SO post here, and this one, and this really good one, so I tried to replace the single quotation marks with double quotation marks for the JSON parser:
gsub("\\\\", "\\\\\\\\", my_text, fixed=TRUE)
but it did't change my string as I wanted. How can I change the string to become valid JSON?
As Wiktor said your gsub didn't work because you are attempting to replace backslashes, but there aren't any backslashes in your string. R is just using the backslashes as a way to store the double quotes. The third SO post you link does a good job explaining R's string literals which addresses this. A backslash in R is stored as a double backslash.
My first piece of advice would be to use the R package jsonlite to construct your JSON from an R object as opposed to a string if possible (heres the vignette).
Example:
myJSON <- jsonlite::toJSON(list(stim=c("platery","denial","generic")))
# {"stim":["platery","denial","generic"]}
Second, (as the third SO post again does a good job of explaining) copying/pasting the print method of the string may not be the best way to validate the JSON. I'm not sure of the use case, but R storing the double quotes with escape characters is probably not a bad thing.
If you want to get a prettier print method you can use numerous tricks in R (noquote(), cat(), print(quote=F)) but this won't change that R stores the double quotes with backslashes:
Additionally, in some cases constructing the JSON isn't necessary. I have an API built using the plumbr package that returns a list as JSON without any modifications (recJSON <- list(message=messages,recommendations=list(name=names, link=URLs)))
Is it possible to have multi-line strings in JSON?
It's mostly for visual comfort so I suppose I can just turn word wrap on in my editor, but I'm just kinda curious.
I'm writing some data files in JSON format and would like to have some really long string values split over multiple lines. Using python's JSON module I get a whole lot of errors, whether I use \ or \n as an escape.
JSON does not allow real line-breaks. You need to replace all the line breaks with \n.
eg:
"first line
second line"
can be saved with:
"first line\nsecond line"
Note:
for Python, this should be written as:
"first line\\nsecond line"
where \\ is for escaping the backslash, otherwise python will treat \n as
the control character "new line"
Unfortunately many of the answers here address the question of how to put a newline character in the string data. The question is how to make the code look nicer by splitting the string value across multiple lines of code. (And even the answers that recognize this provide "solutions" that assume one is free to change the data representation, which in many cases one is not.)
And the worse news is, there is no good answer.
In many programming languages, even if they don't explicitly support splitting strings across lines, you can still use string concatenation to get the desired effect; and as long as the compiler isn't awful this is fine.
But json is not a programming language; it's just a data representation. You can't tell it to concatenate strings. Nor does its (fairly small) grammar include any facility for representing a string on multiple lines.
Short of devising a pre-processor of some kind (and I, for one, don't feel like effectively making up my own language to solve this issue), there isn't a general solution to this problem. IF you can change the data format, then you can substitute an array of strings. Otherwise, this is one of the numerous ways that json isn't designed for human-readability.
I have had to do this for a small Node.js project and found this work-around to store multiline strings as array of lines to make it more human-readable (at a cost of extra code to convert them to string later):
{
"modify_head": [
"<script type='text/javascript'>",
"<!--",
" function drawSomeText(id) {",
" var pjs = Processing.getInstanceById(id);",
" var text = document.getElementById('inputtext').value;",
" pjs.drawText(text);}",
"-->",
"</script>"
],
"modify_body": [
"<input type='text' id='inputtext'></input>",
"<button onclick=drawSomeText('ExampleCanvas')></button>"
],
}
Once parsed, I just use myData.modify_head.join('\n') or myData.modify_head.join(), depending upon whether I want a line break after each string or not.
This looks quite neat to me, apart from that I have to use double quotes everywhere. Though otherwise, I could, perhaps, use YAML, but that has other pitfalls and is not supported natively.
Check out the specification! The JSON grammar's char production can take the following values:
any-Unicode-character-except-"-or-\-or-control-character
\"
\\
\/
\b
\f
\n
\r
\t
\u four-hex-digits
Newlines are "control characters" so, no, you may not have a literal newline within your string. However you may encode it using whatever combination of \n and \r you require.
JSON doesn't allow breaking lines for readability.
Your best bet is to use an IDE that will line-wrap for you.
This is a really old question, but I came across this on a search and I think I know the source of your problem.
JSON does not allow "real" newlines in its data; it can only have escaped newlines. See the answer from #YOU. According to the question, it looks like you attempted to escape line breaks in Python two ways: by using the line continuation character ("\") or by using "\n" as an escape.
But keep in mind: if you are using a string in python, special escaped characters ("\t", "\n") are translated into REAL control characters! The "\n" will be replaced with the ASCII control character representing a newline character, which is precisely the character that is illegal in JSON. (As for the line continuation character, it simply takes the newline out.)
So what you need to do is to prevent Python from escaping characters. You can do this by using a raw string (put r in front of the string, as in r"abc\ndef", or by including an extra slash in front of the newline ("abc\\ndef").
Both of the above will, instead of replacing "\n" with the real newline ASCII control character, will leave "\n" as two literal characters, which then JSON can interpret as a newline escape.
Write property value as a array of strings. Like example given over here https://gun.io/blog/multi-line-strings-in-json/. This will help.
We can always use array of strings for multiline strings like following.
{
"singleLine": "Some singleline String",
"multiline": ["Line one", "line Two", "Line Three"]
}
And we can easily iterate array to display content in multi line fashion.
While not standard, I found that some of the JSON libraries have options to support multiline Strings. I am saying this with the caveat, that this will hurt your interoperability.
However in the specific scenario I ran into, I needed to make a config file that was only ever used by one system readable and manageable by humans. And opted for this solution in the end.
Here is how this works out on Java with Jackson:
JsonMapper mapper = JsonMapper.builder()
.enable(JsonReadFeature.ALLOW_UNESCAPED_CONTROL_CHARS)
.build()
This is a very old question, but I had the same question when I wanted to improve readability of our Vega JSON Specification code which uses complex conditoinal expressions. The code is like this.
As this answer says, JSON is not designed for human. I understand that is a historical decision and it makes sense for data exchange purposes. However, JSON is still used as source code for such cases. So I asked our engineers to use Hjson for source code and process it to JSON.
For example, in Git for Windows environment,
you can download the Hjson cli binary and put it in git/bin directory to use.
Then, convert (transpile) Hjson source to JSON. To use automation tools such as Make will be useful to generate JSON.
$ which hjson
/c/Program Files/git/bin/hjson
$ cat example.hjson
{
md:
'''
First line.
Second line.
This line is indented by two spaces.
'''
}
$ hjson -j example.hjson > example.json
$ cat example.json
{
"md": "First line.\nSecond line.\n This line is indented by two spaces."
}
In case of using the transformed JSON in programming languages, language-specific libraries like hjson-js will be useful.
I noticed the same idea was posted in a duplicated question but I would share a bit more information.
You can encode at client side and decode at server side. This will take care of \n and \t characters as well
e.g. I needed to send multiline xml through json
{
"xml": "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"
}
then decode it on server side
public class XMLInput
{
public string xml { get; set; }
public string DecodeBase64()
{
var valueBytes = System.Convert.FromBase64String(this.xml);
return Encoding.UTF8.GetString(valueBytes);
}
}
public async Task<string> PublishXMLAsync([FromBody] XMLInput xmlInput)
{
string data = xmlInput.DecodeBase64();
}
once decoded you'll get your original xml
<?xml version="1.0" encoding="utf-8" ?>
<Structures>
<inputs>
# This program adds two numbers
num1 = 1.5
num2 = 6.3
# Add two numbers
sum = num1 + num2
# Display the sum
print('The sum of {0} and {1} is {2}'.format(num1, num2, sum))
</inputs>
</Structures>
\n\r\n worked for me !!
\n for single line break and \n\r\n for double line break
I see many answers here that may not works in most cases but may be the easiest solution if let's say you wanna output what you wrote down inside a JSON file (for example: for language translations where you wanna have just one key with more than 1 line outputted on the client) can be just adding some special characters of your choice PS: allowed by the JSON files like \\ before the new line and use some JS to parse the text ... like:
Example:
File (text.json)
{"text": "some JSON text. \\ Next line of JSON text"}
import text from 'text.json'
{text.split('\\')
.map(line => {
return (
<div>
{line}
<br />
</div>
);
})}}
Assuming the question has to do with easily editing text files and then manually converting them to json, there are two solutions I found:
hjson (that was mentioned in this previous answer), in which case you can convert your existing json file to hjson format by executing hjson source.json > target.hjson, edit in your favorite editor, and convert back to json hjson -j target.hjson > source.json. You can download the binary here or use the online conversion here.
jsonnet, which does the same, but with a slightly different format (single and double quoted strings are simply allowed to span multiple lines). Conveniently, the homepage has editable input fields so you can simply insert your multiple line json/jsonnet files there and they will be converted online to standard json immediately. Note that jsonnet supports much more goodies for templating json files, so it may be useful to look into, depending on your needs.
The reason OP asked is the same reason I ended up here. Had a json file with long text.
In VS Code it's just ALT+Z to turn on word wrapping in a json file. Changing the actual data isn't what you want, if all you really want is to read the contents of the file as a developer.
If it's just for presentation in your editor you may use ` instead of " or '
const obj = {
myMultiLineString: `This is written in a \
multiline way. \
The backside of it is that you \
can't use indentation on every new \
line because is would be included in \
your string. \
The backslash after each line escapes the carriage return.
`
}
Examples:
console.log(`First line \
Second line`);
will put in console:
First line Second line
console.log(`First line
second line`);
will put in console:
First line
second line
Hope this answered your question.