Read Nested JSON Data in DStrem in pyspark - json
I have written following code to stream data from Tweepy API. And I am getting data inside stream object. But unable to get streamp["user"]["followers_count"] but don't know how to get it. I also tried jsonLines = lines.flatMap(lambda json_str:json.loads(json_str)) but no help.
from __future__ import print_function
from pyspark import SparkContext
from pyspark.streaming import StreamingContext
import json
sc = SparkContext()
ssc = StreamingContext(sc, 10) #Slide Interval of 10 sec
socket_stream = ssc.socketTextStream("localhost",4444)
stream = socket_stream.window(30) #window length 30 sec
stream.pprint()
ssc.start()
ssc.awaitTermination()
stream.pprint() gives me following JSON.
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I am new to spark and already spent 3 days finding out how to get value from Nested JSON Inside DStream Object.
You can map the json string to a tuple of the values that you want to extract:
import json
def parse_json_string(str):
user = json.loads(str)["user"]
return (user["name"], user["followers_count"])
stream = socket_stream.window...
stream = stream.map(lambda str: parse_json_string(str))
stream.pprint()
ssc.start()
ssc.awaitTermination()
Output:
-------------------------------------------
Time: 2021-05-08 18:50:48
-------------------------------------------
('Nahoj Morts', 15)
('KISSMEMYFAN1106♡', 91307)
('om_mhamd99', 903)
('🎮', 100)
Related
How to convert multiple json objects interpreted as string into Json dictionary
I have my data as below which looks like multiple json dictionaries but it is of type string. Can someone please help me out to convert it into json dictionary ?
{"id": "1305857561179152385", "tweet": "If you like vintage coke machines and guys who look like Fred Flintstone you'll love the short we've riffed: Coke R\u2026 ", "ts": "Tue Sep 15 13:14:38 +0000 2020"}{"id": "1305858267067883521", "tweet": "Chinese unicorn Genki Forest plots own beverage hits #China #Chinese #Brands #GoingGlobal\u2026 ", "ts": "Tue Sep 15 13:17:27 +0000 2020"}{"id": "1305858731293507585", "tweet": "RT #CinemaCheezy: If you like vintage coke machines and guys who look like Fred Flintstone you'll love the short we've riffed: Coke Refresh\u2026", "ts": "Tue Sep 15 13:19:17 +0000 2020"}
Try this,
let = "{'a': 'b', 'c': 'd'}{'e':'f', 'g':'h'}"
let_list = let.split('}')
d = []
for i in let_list[:-1]:
val = eval(i + '}')
d.append(val)
The output will be two dictionaries
print(d)
# Will print as shown
[{'a': 'b', 'c': 'd'}, {'e':'f', 'g':'h'}]
import json json.loads(json_str)
Change date format in my HTML / CSS output
Have a dates saved in my sqlite database in this format 2019-01-24 13:41:40.515955 and when I output to my web page its displayed as 2019-01-24 13:41:40 UTC. Please can I get guidance on displaying something like Wed 24 January 2019 ? No sure how to approach it
Use Javascript, would be a simple approach to parse and format dates with desired output.
var date = new Date('6/29/2011 4:52:48 PM UTC');
date.toString() // "Wed Jun 29 2011 09:52:48 GMT-0700 (PDT)"
var date = new Date('6/29/2011 4:52:48 PM UTC');
date.toString() // "Wed Jun 29 2011 09:52:48 GMT-0700 (PDT)"
console.log(`Year: ${date.getFullYear()}, Month: ${date.getMonth()}, Day, ${date.getDay()}`)
You can also parse dates using Date.parse(``);
Convert a row-List Cassandra table to a JSON format using scala
I want to convert a Cassandra table into JSON format using scala; this is the code I use to connect to Cassandra and show the table:
val cluster = Cluster.builder().addContactPoint("localhost").build()
val session = cluster.connect("MyKeySpace")
try {
val a = session.execute("Select* from users")
println(a.all()) //Show as a Row-List
//Sample --> [Row[10, Fri Jan 19 04:05:01 MST 2018, 9217], Row[10, Mon Feb 19 04:05:01 MST 2018, 9217], Row[10, Mon Mar 19 04:05:01 MDT 2018, 9217]]
/** I have this example for the convertion but do not supports that format **/
case class Sample (Registro: Int,Fecha: String,Valor: String )
val agregado = Sample(999,"Wed May 20 15:19:21 MDT 31063531","982556517")
val json= ("Reg_Num:"->agregado.Registro)~("TimeStamp:"->agregado.Fecha) ~ ("Value:"->agregado.Valor) //This is a List
val JsonExam = println(compact(render(json)))
println ( pretty(render(json)) )
}
catch
{
case e: Exception => println(s"msg=${e.getMessage}")
}
Basically, I want to convert from this format:
[Row[10, Fri Jan 19 04:05:01 MST 2018, 9217], Row[12, Mon Feb 20 04:05:01 MST 2018, 9216], Row[18, Tue Mar 21 04:05:01 MDT 2018, 9215]]
To this:
{
"Reg_Num:" : 10,
"TimeStamp:" : "Fri Jan 19 04:05:01 MST 2018",
"Value:" : "9217"
},
{
"Reg_Num:" : 12,
"TimeStamp:" : "Mon Feb 20 04:05:01 MST 2018",
"Value:" : "9216"
},
{
"Reg_Num:" : 18,
"TimeStamp:" : "Tue Mar 21 04:05:01 MDT 2018",
"Value:" : "9215"
}
It will depend on which Json library you are using. In Play Json, we create "Writes" methods which take an instance of a case class and convert it to Json. When these are implicit then the compiler will do it "automatically" when needed. For example:
....
import play.api.libs.json._
case class Sample(Registro: Int, Fecha: String, Valor: String ){
object Sample {
implicit val SamplenWrites = new Writes[Sample] {
def writes(sample: Sample):JsValue = Json.obj(
"reg_rum"-> sample.Registro,
"timeStamp"-> sample.Fecha,
"value" -> sample.Valor)
}
}
}
Json.obj("samples" -> Sample(5, "Fri Jan 19", "9200"))
Splitting strings by words in Scala Spark
What I'm trying to do here is to leave texts only from each tweet.
import org.apache.spark.{SparkConf, SparkContext}
import scala.io.Source
object shortTwitter {
def main(args: Array[String]): Unit = {
val sparkConf = new SparkConf().setAppName("ShortTwitterAnalysis").setMaster("local[2]")
val sc = new SparkContext(sparkConf)
val text = sc.textFile("/home/tobby/data/shortTwitter.txt")
val counts = text
.map(_.toLowerCase)
.map(_.toString)
.map(_.replace("\t", ""))
.map(_.replace("\"", ""))
.map(_.replace("\n", ""))
.map(_.replaceAll("[\\p{C}]", ""))
.map(_.split("\"text\":\"")(1).split("\",\"source\":")(0))
counts.foreach(println)
}
}
But the last map function .map(_.split("\"text\":\"")(1).split("\",\"source\":")(0)) does not work. Do you have any advice?
Without the .map(_.split("\"text\":\"")(1).split("\",\"source\":")(0)) my tweets look like below :
{created_at:wed jul 16 23:58:19 +0000 2014,id:489559687189110784,id_str:489559687189110784,text:a rose by any other name would smell as sweet,source:\u003ca href=\https:\/\/twitter.com\/download\/android\ rel=\nofollow\\u003etwitter for android\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:621244372,id_str:621244372,name:\u2665,screen_name:ivunia_ontrinae,location:,url:null,description:me myself & i \u2764,protected:false,verified:false,followers_count:1023,friends_count:591,listed_count:1,favourites_count:1909,statuses_count:26770,created_at:thu jun 28 19:23:06 +0000 2012,utc_offset:-10800,time_zone:atlantic time (canada),geo_enabled:true,lang:en,contributors_enabled:false,is_translator:false,profile_background_color:c0deed,profile_background_image_url:http:\/\/pbs.twimg.com\/profile_background_images\/378800000101658269\/ec0820565f0451a3ce7169c776fbe41f.jpeg,profile_background_image_url_https:https:\/\/pbs.twimg.com\/profile_background_images\/378800000101658269\/ec0820565f0451a3ce7169c776fbe41f.jpeg,profile_background_tile:true,profile_link_color:e62bb4,profile_sidebar_border_color:000000,profile_sidebar_fill_color:ddeef6,profile_text_color:333333,profile_use_background_image:true,profile_image_url:http:\/\/pbs.twimg.com\/profile_images\/483373612749959168\/f3qpy_66_normal.jpeg,profile_image_url_https:https:\/\/pbs.twimg.com\/profile_images\/483373612749959168\/f3qpy_66_normal.jpeg,profile_banner_url:https:\/\/pbs.twimg.com\/profile_banners\/621244372\/1404758956,default_profile:false,default_profile_image:false,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,retweet_count:0,favorite_count:0,entities:{hashtags:[],trends:[],urls:[],user_mentions:[],symbols:[]},favorited:false,retweeted:false,possibly_sensitive:false,filter_level:medium,lang:en}
{created_at:wed jul 16 23:58:19 +0000 2014,id:489559687189110784,id_str:489559687189110784,text:a rose is a rose is a rose,source:\u003ca href=\https:\/\/twitter.com\/download\/android\ rel=\nofollow\\u003etwitter for android\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:621244372,id_str:621244372,name:\u2665,screen_name:ivunia_ontrinae,location:,url:null,description:me myself & i \u2764,protected:false,verified:false,followers_count:1023,friends_count:591,listed_count:1,favourites_count:1909,statuses_count:26770,created_at:thu jun 28 19:23:06 +0000 2012,utc_offset:-10800,time_zone:atlantic time (canada),geo_enabled:true,lang:en,contributors_enabled:false,is_translator:false,profile_background_color:c0deed,profile_background_image_url:http:\/\/pbs.twimg.com\/profile_background_images\/378800000101658269\/ec0820565f0451a3ce7169c776fbe41f.jpeg,profile_background_image_url_https:https:\/\/pbs.twimg.com\/profile_background_images\/378800000101658269\/ec0820565f0451a3ce7169c776fbe41f.jpeg,profile_background_tile:true,profile_link_color:e62bb4,profile_sidebar_border_color:000000,profile_sidebar_fill_color:ddeef6,profile_text_color:333333,profile_use_background_image:true,profile_image_url:http:\/\/pbs.twimg.com\/profile_images\/483373612749959168\/f3qpy_66_normal.jpeg,profile_image_url_https:https:\/\/pbs.twimg.com\/profile_images\/483373612749959168\/f3qpy_66_normal.jpeg,profile_banner_url:https:\/\/pbs.twimg.com\/profile_banners\/621244372\/1404758956,default_profile:false,default_profile_image:false,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,retweet_count:0,favorite_count:0,entities:{hashtags:[],trends:[],urls:[],user_mentions:[],symbols:[]},favorited:false,retweeted:false,possibly_sensitive:false,filter_level:medium,lang:en}
{created_at:wed jul 16 23:58:19 +0000 2014,id:489559687176945664,id_str:489559687176945664,text:love is like a rose the joy of all the earth,source:\u003ca href=\http:\/\/twitter.com\/download\/iphone\ rel=\nofollow\\u003etwitter for iphone\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:363819213,id_str:363819213,name:ivanna010394,screen_name:ivannacarrillo,location:,url:null,description:null,protected:false,verified:false,followers_count:243,friends_count:530,listed_count:0,favourites_count:26,statuses_count:5672,created_at:sun aug 28 18:58:49 +0000 2011,utc_offset:-14400,time_zone:eastern time (us & canada),geo_enabled:false,lang:es,contributors_enabled:false,is_translator:false,profile_background_color:642d8b,profile_background_image_url:http:\/\/pbs.twimg.com\/profile_background_images\/767201253\/661eb2d4915e9ee6566647dcbaab0186.jpeg,profile_background_image_url_https:https:\/\/pbs.twimg.com\/profile_background_images\/767201253\/661eb2d4915e9ee6566647dcbaab0186.jpeg,profile_background_tile:true,profile_link_color:ff0000,profile_sidebar_border_color:ffffff,profile_sidebar_fill_color:7ac3ee,profile_text_color:3d1957,profile_use_background_image:true,profile_image_url:http:\/\/pbs.twimg.com\/profile_images\/455873054703648768\/_b4mf6o7_normal.jpeg,profile_image_url_https:https:\/\/pbs.twimg.com\/profile_images\/455873054703648768\/_b4mf6o7_normal.jpeg,profile_banner_url:https:\/\/pbs.twimg.com\/profile_banners\/363819213\/1402261141,default_profile:false,default_profile_image:false,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,retweeted_status:{created_at:wed jul 16 13:45:28 +0000 2014,id:489405458168709120,id_str:489405458168709120,text:our milan show is now sold out, thankyou :d tickets are still available for most of europe ! http:\/\/t.co\/arnh7pvoap http:\/\/t.co\/t5wzyocrtu,source:\u003ca href=\http:\/\/twitter.com\ rel=\nofollow\\u003etwitter web client\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:264107729,id_str:264107729,name:5 seconds of summer,screen_name:5sos,location:sydney, australia,url:http:\/\/www.facebook.com\/5secondsofsummer,description:4 aussies making music :) love the people who support us! our album is out :) http:\/\/po.st\/or93y4 | #ashton5sos #calum5sos #michael5sos #luke5sos,protected:false,verified:true,followers_count:3704204,friends_count:28660,listed_count:20024,favourites_count:1061,statuses_count:17297,created_at:fri mar 11 10:18:46 +0000 2011,utc_offset:36000,time_zone:sydney,geo_enabled:false,lang:en,contributors_enabled:false,is_translator:false,profile_background_color:000000,profile_background_image_url:http:\/\/pbs.twimg.com\/profile_background_images\/483531430371147778\/0gzkh2zi.jpeg,profile_background_image_url_https:https:\/\/pbs.twimg.com\/profile_background_images\/483531430371147778\/0gzkh2zi.jpeg,profile_background_tile:false,profile_link_color:c21b1b,profile_sidebar_border_color:ffffff,profile_sidebar_fill_color:ddeef6,profile_text_color:333333,profile_use_background_image:true,profile_image_url:http:\/\/pbs.twimg.com\/profile_images\/485730748574752768\/zm1ctcvv_normal.jpeg,profile_image_url_https:https:\/\/pbs.twimg.com\/profile_images\/485730748574752768\/zm1ctcvv_normal.jpeg,profile_banner_url:https:\/\/pbs.twimg.com\/profile_banners\/264107729\/1404117825,default_profile:false,default_profile_image:false,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,retweet_count:12648,favorite_count:31390,entities:{hashtags:[],trends:[],urls:[{url:http:\/\/t.co\/arnh7pvoap,expanded_url:http:\/\/5sos.com\/live,display_url:5sos.com\/live,indices:[93,115]}],user_mentions:[],symbols:[],media:[{id:489405457111715840,id_str:489405457111715840,indices:[116,138],media_url:http:\/\/pbs.twimg.com\/media\/bsq3q5zieaakbgg.jpg,media_url_https:https:\/\/pbs.twimg.com\/media\/bsq3q5zieaakbgg.jpg,url:http:\/\/t.co\/t5wzyocrtu,display_url:pic.twitter.com\/t5wzyocrtu,expanded_url:http:\/\/twitter.com\/5sos\/status\/489405458168709120\/photo\/1,type:photo,sizes:{small:{w:340,h:613,resize:fit},thumb:{w:150,h:150,resize:crop},medium:{w:600,h:1081,resize:fit},large:{w:811,h:1461,resize:fit}}}]},favorited:false,retweeted:false,possibly_sensitive:false,filter_level:low,lang:en},retweet_count:0,favorite_count:0,entities:{hashtags:[],trends:[],urls:[{url:http:\/\/t.co\/arnh7pvoap,expanded_url:http:\/\/5sos.com\/live,display_url:5sos.com\/live,indices:[103,125]}],user_mentions:[{screen_name:5sos,name:5 seconds of summer,id:264107729,id_str:264107729,indices:[3,8]}],symbols:[],media:[{id:489405457111715840,id_str:489405457111715840,indices:[126,140],media_url:http:\/\/pbs.twimg.com\/media\/bsq3q5zieaakbgg.jpg,media_url_https:https:\/\/pbs.twimg.com\/media\/bsq3q5zieaakbgg.jpg,url:http:\/\/t.co\/t5wzyocrtu,display_url:pic.twitter.com\/t5wzyocrtu,expanded_url:http:\/\/twitter.com\/5sos\/status\/489405458168709120\/photo\/1,type:photo,sizes:{small:{w:340,h:613,resize:fit},thumb:{w:150,h:150,resize:crop},medium:{w:600,h:1081,resize:fit},large:{w:811,h:1461,resize:fit}},source_status_id:489405458168709120,source_status_id_str:489405458168709120}]},favorited:false,retweeted:false,possibly_sensitive:false,filter_level:medium,lang:en}
{created_at:sat jan 16 12:00:47 +0000 2016,id:688330052233199616,id_str:688330052233199616,text:rt #nba2k: the battle of two young teams. tough season but one will emerge victorious. who will it be? lakers or 76ers? https:\/\/t.co\/nukkjq\u2026,source:\u003ca href=\http:\/\/twitter.com\ rel=\nofollow\\u003etwitter web client\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:4817727209,id_str:4817727209,name:mark lieyg,screen_name:_yungwiggins_,location:null,url:null,description:null,protected:false,verified:false,followers_count:3,friends_count:40,listed_count:0,favourites_count:0,statuses_count:39,created_at:sat jan 16 11:06:38 +0000 2016,utc_offset:-28800,time_zone:pacific time (us & canada),geo_enabled:false,lang:en,contributors_enabled:false,is_translator:false,profile_background_color:f5f8fa,profile_background_image_url:,profile_background_image_url_https:,profile_background_tile:false,profile_link_color:2b7bb9,profile_sidebar_border_color:c0deed,profile_sidebar_fill_color:ddeef6,profile_text_color:333333,profile_use_background_image:true,profile_image_url:http:\/\/abs.twimg.com\/sticky\/default_profile_images\/default_profile_1_normal.png,profile_image_url_https:https:\/\/abs.twimg.com\/sticky\/default_profile_images\/default_profile_1_normal.png,default_profile:true,default_profile_image:true,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,retweeted_status: {created_at:sat jan 02 03:31:10 +0000 2016,id:683128371627200513,id_str:683128371627200513,text:the battle of two young teams. tough season but one will emerge victorious. who will it be? lakers or 76ers? https:\/\/t.co\/nukkjqqspa,source:\u003ca href=\http:\/\/percolate.com\ rel=\nofollow\\u003epercolate\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:15573174,id_str:15573174,name:nba 2k 2k16,screen_name:nba2k,location:novato, ca,url:http:\/\/www.2k.com,description:esrb rating: everyone 10+. #nba2k16 available now for playstation 4 & xbox one, playstation 3 & xbox 360 & pc http:\/\/2kgam.es\/buynba2k16,protected:false,verified:true,followers_count:948071,friends_count:1630,listed_count:3305,favourites_count:10,statuses_count:8162,created_at:wed jul 23 21:57:14 +0000 2008,utc_offset:-28800,time_zone:pacific time (us & canada),geo_enabled:true,lang:en,contributors_enabled:false,is_translator:false,profile_background_color:000000,profile_background_image_url:http:\/\/pbs.twimg.com\/profile_background_images\/539865904528371712\/gnb-ggrq.png,profile_background_image_url_https:https:\/\/pbs.twimg.com\/profile_background_images\/539865904528371712\/gnb-ggrq.png,profile_background_tile:false,profile_link_color:ff0300,profile_sidebar_border_color:ffffff,profile_sidebar_fill_color:0d2b44,profile_text_color:408af2,profile_use_background_image:true,profile_image_url:http:\/\/pbs.twimg.com\/profile_images\/606562975109890048\/sumjozun_normal.jpg,profile_image_url_https:https:\/\/pbs.twimg.com\/profile_images\/606562975109890048\/sumjozun_normal.jpg,profile_banner_url:https:\/\/pbs.twimg.com\/profile_banners\/15573174\/1433457451,default_profile:false,default_profile_image:false,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,is_quote_status:false,retweet_count:112,favorite_count:547,entities:{hashtags:[],urls:[],user_mentions:[],symbols:[],media:[{id:683128370796736512,id_str:683128370796736512,indices:[109,132],media_url:http:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,media_url_https:https:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,url:https:\/\/t.co\/nukkjqqspa,display_url:pic.twitter.com\/nukkjqqspa,expanded_url:http:\/\/twitter.com\/nba2k\/status\/683128371627200513\/photo\/1,type:photo,sizes:{large:{w:1024,h:419,resize:fit},thumb:{w:150,h:150,resize:crop},medium:{w:600,h:245,resize:fit},small:{w:340,h:139,resize:fit}}}]},extended_entities:{media:[{id:683128370796736512,id_str:683128370796736512,indices:[109,132],media_url:http:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,media_url_https:https:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,url:https:\/\/t.co\/nukkjqqspa,display_url:pic.twitter.com\/nukkjqqspa,expanded_url:http:\/\/twitter.com\/nba2k\/status\/683128371627200513\/photo\/1,type:photo,sizes:{large:{w:1024,h:419,resize:fit},thumb:{w:150,h:150,resize:crop},medium:{w:600,h:245,resize:fit},small:{w:340,h:139,resize:fit}}}]},favorited:false,retweeted:false,possibly_sensitive:false,filter_level:low,lang:en},is_quote_status:false,retweet_count:0,favorite_count:0,entities:{hashtags:[],urls:[],user_mentions:[{screen_name:nba2k,name:nba 2k 2k16,id:15573174,id_str:15573174,indices:[3,9]}],symbols:[],media:[{id:683128370796736512,id_str:683128370796736512,indices:[120,140],media_url:http:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,media_url_https:https:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,url:https:\/\/t.co\/nukkjqqspa,display_url:pic.twitter.com\/nukkjqqspa,expanded_url:http:\/\/twitter.com\/nba2k\/status\/683128371627200513\/photo\/1,type:photo,sizes:{large:{w:1024,h:419,resize:fit},thumb:{w:150,h:150,resize:crop},medium:{w:600,h:245,resize:fit},small:{w:340,h:139,resize:fit}},source_status_id:683128371627200513,source_status_id_str:683128371627200513,source_user_id:15573174,source_user_id_str:15573174}]},extended_entities:{media:[{id:683128370796736512,id_str:683128370796736512,indices:[120,140],media_url:http:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,media_url_https:https:\/\/pbs.twimg.com\/media\/cxr1okvusaamnu4.jpg,url:https:\/\/t.co\/nukkjqqspa,display_url:pic.twitter.com\/nukkjqqspa,expanded_url:http:\/\/twitter.com\/nba2k\/status\/683128371627200513\/photo\/1,type:photo,sizes:{large:{w:1024,h:419,resize:fit},thumb:{w:150,h:150,resize:crop},medium:{w:600,h:245,resize:fit},small:{w:340,h:139,resize:fit}},source_status_id:683128371627200513,source_status_id_str:683128371627200513,source_user_id:15573174,source_user_id_str:15573174}]},favorited:false,retweeted:false,possibly_sensitive:false,filter_level:low,lang:en,timestamp_ms:1452945647663}
{created_at:wed jul 16 23:58:19 +0000 2014,id:489559687176945664,id_str:489559687176945664,text:at christmas i no more desire a rose than wish a snow in may’s new-fangled mirth,source:\u003ca href=\http:\/\/twitter.com\/download\/iphone\ rel=\nofollow\\u003etwitter for iphone\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:363819213,id_str:363819213,name:ivanna010394,screen_name:ivannacarrillo,location:,url:null,description:null,protected:false,verified:false,followers_count:243,friends_count:530,listed_count:0,favourites_count:26,statuses_count:5672,created_at:sun aug 28 18:58:49 +0000 2011,utc_offset:-14400,time_zone:eastern time (us & canada),geo_enabled:false,lang:es,contributors_enabled:false,is_translator:false,profile_background_color:642d8b,profile_background_image_url:http:\/\/pbs.twimg.com\/profile_background_images\/767201253\/661eb2d4915e9ee6566647dcbaab0186.jpeg,profile_background_image_url_https:https:\/\/pbs.twimg.com\/profile_background_images\/767201253\/661eb2d4915e9ee6566647dcbaab0186.jpeg,profile_background_tile:true,profile_link_color:ff0000,profile_sidebar_border_color:ffffff,profile_sidebar_fill_color:7ac3ee,profile_text_color:3d1957,profile_use_background_image:true,profile_image_url:http:\/\/pbs.twimg.com\/profile_images\/455873054703648768\/_b4mf6o7_normal.jpeg,profile_image_url_https:https:\/\/pbs.twimg.com\/profile_images\/455873054703648768\/_b4mf6o7_normal.jpeg,profile_banner_url:https:\/\/pbs.twimg.com\/profile_banners\/363819213\/1402261141,default_profile:false,default_profile_image:false,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,retweeted_status:{created_at:wed jul 16 13:45:28 +0000 2014,id:489405458168709120,id_str:489405458168709120,text:our milan show is now sold out, thankyou :d tickets are still available for most of europe ! 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{created_at:sat jan 16 12:00:48 +0000 2016,id:688330056410755072,id_str:688330056410755072,text:i was going to bake a cake and listen to the football. flour refund?,source:\u003ca href=\http:\/\/twitter.com\/download\/iphone\ rel=\nofollow\\u003etwitter for iphone\u003c\/a\u003e,truncated:false,in_reply_to_status_id:null,in_reply_to_status_id_str:null,in_reply_to_user_id:null,in_reply_to_user_id_str:null,in_reply_to_screen_name:null,user:{id:252303653,id_str:252303653,name:pete blackman,screen_name:peteblackman,location:null,url:null,description:null,protected:false,verified:false,followers_count:409,friends_count:903,listed_count:18,favourites_count:5664,statuses_count:22919,created_at:mon feb 14 22:44:37 +0000 2011,utc_offset:3600,time_zone:amsterdam,geo_enabled:false,lang:en,contributors_enabled:false,is_translator:false,profile_background_color:c0deed,profile_background_image_url:http:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png,profile_background_image_url_https:https:\/\/abs.twimg.com\/images\/themes\/theme1\/bg.png,profile_background_tile:false,profile_link_color:0084b4,profile_sidebar_border_color:c0deed,profile_sidebar_fill_color:ddeef6,profile_text_color:333333,profile_use_background_image:true,profile_image_url:http:\/\/pbs.twimg.com\/profile_images\/2600097910\/image_normal.jpg,profile_image_url_https:https:\/\/pbs.twimg.com\/profile_images\/2600097910\/image_normal.jpg,default_profile:true,default_profile_image:false,following:null,follow_request_sent:null,notifications:null},geo:null,coordinates:null,place:null,contributors:null,is_quote_status:false,retweet_count:0,favorite_count:0,entities:{hashtags:[],urls:[],user_mentions:[],symbols:[]},favorited:false,retweeted:false,filter_level:low,lang:en,timestamp_ms:1452945648659}
Or is there any other way but using split? I would really appreciate your tips.
The error is as below.
16/09/18 22:49:37 ERROR TaskSetManager: Task 0 in stage 0.0 failed 1 times; aborting job
Hi hope I understand the question correctly, you are attempting to read a file and with the text mentioned above and then print the "text" mentioned in file containing json
If the above assumption is correct, here a simple code which would do this:
val matchingPattern = "(?i)(text:)(.+?)(,source:)".r
val tweets = scala.io.Source.fromPath("/home/tobby/data/shortTwitter.txt").getLines.reduceLeft(_+_)
matchingPattern.findAllIn(tweets).matchData foreach { m => println(m.group(2)) }
Hope it helps, if the above assumption is not correct please provide a sample input and expected output
JSONDecodeError when iterating twitter data
I'm trying to iterate twitter data which is stored in a json file:
fname = 'test.json'
with open(fname, 'r') as f:
for line in f:
tweet = json.loads(line)['text']
print(tweet)
It prints the first tweet in the file just fine but when it iterates for a second time it gives me a JSONDecodeError:
JSONDecodeError: Expecting value: line 2 column 1 (char 1)
My JSON file is 650Mb is size approximately.
To get the twitter data I used the StreamListener from the Twitter API.
Here is a glimpse into my JSON file:
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How can I solve this issue?
If your JSON file has exactly the same structure as the piece you are posting, the empty lines between tweets indeed cause a JSONDecodeError. If that's the problem, just check that the line is not empty before processing: In [12]: with open(fname, 'r') as f: for line in f: if (not line.strip()): continue tweet = json.loads(line)['text'] print(tweet) Hope it helps.