Andreas, I think I may have solved your issue: > select t.entities.hashtags FROM mfs.cmatta.`tweets/blackfriday` t WHERE > t.entities.hashtags[0].text is not null limit 10; +------------+ | EXPR$0 | +------------+ | [{"text":"Blackfriday","indices":[11,23]},{"text":"facebook","indices":[56,65]},{"text":"christmas","indices":[66,76]}] | | [{"text":"BlackFriday","indices":[65,77]},{"text":"ViernesNegro","indices":[105,118]},{"text":"ofertas","indices":[122,130]}] | | [{"text":"StarWars","indices":[21,30]},{"text":"BlackFriday","indices":[71,83]}] | | [{"text":"NotOneDime","indices":[14,25]}] | | [{"text":"BlackFriday","indices":[43,55]}] | | [{"text":"JRStudio","indices":[93,102]}] | | [{"text":"luv","indices":[38,42]},{"text":"luvmanicures","indices":[43,56]},{"text":"luvpedicures","indices":[57,70]},{"text":"luvroyaloak","indices":[71,83]},{"text":"woodwardave","indices":[84,96]}] | | [{"text":"BlackFriday","indices":[0,12]}] | | [{"text":"BlackFriday","indices":[18,30]},{"text":"SOE","indices":[65,69]},{"text":"DoubleSC","indices":[82,91]}] | | [{"text":"BlackFriday","indices":[18,30]},{"text":"SOE","indices":[65,69]},{"text":"DoubleSC","indices":[82,91]}] | +------------+ 10 rows selected (1.697 seconds)
I noticed when only extracting the first text item in the hashtag array ( t.entities.hashtags[0].text) it was returning null for those tweets that didn’t have hashtags, so filtering out that seems to work. Chris Matta cma...@mapr.com 215-701-3146 On Mon, Jan 26, 2015 at 6:43 PM, Jason Altekruse <altekruseja...@gmail.com> wrote: > As Aditya commented before this will work if the lists only contain scalars > > repeated_count('entities.urls') > 0 > > If the lists contain maps unfortunately this is not available today. There > is an enhancement request open for this feature. I have marked it for a fix > in 0.9 as it is more of a feature request than a bug and we are working on > closing a large number of bugs for 0.8 before we get to issues like this. > > https://issues.apache.org/jira/browse/DRILL-1650 > > -Jason > > On Mon, Jan 26, 2015 at 3:26 PM, Andries Engelbrecht < > aengelbre...@maprtech.com> wrote: > > > Unfortunately it seems that with larger data sets the use of flatten > seems > > to produce an error. > > > > Any other options to filter out JSON records (objects) where an array is > > empty? > > > > Thanks > > —Andries > > > > > > On Jan 21, 2015, at 5:18 PM, Andries Engelbrecht < > > aengelbre...@maprtech.com> wrote: > > > > > It was interesting to see flatten bypass the records with an empty > array. > > > > > > Unfortunately some arrays are much more complex than the example here, > > and it is still useful to have the ability to filter out ones that are > > empty. > > > > > > —Andries > > > > > > On Jan 21, 2015, at 5:04 PM, Hao Zhu <h...@maprtech.com> wrote: > > > > > >> I figured out the differences after getting the json file from > Andries. > > >> > > >> My json file is like: > > >> {“entities”:{xxx},“entities”:{yyy}... } > > >> > > >> Andries' json file is like: > > >> {“entities”:{xxx}} > > >> {“entities”:{yyy}} > > >> ... > > >> > > >> So basically Andries' json file is contains multiple json files. > > >> > > >> Fortunately, we can use the same SQL to get the same results: > > >> 0: jdbc:drill:> select t.entities.hashtags from dfs.tmp.`z2.json` t; > > >> +------------+ > > >> | EXPR$0 | > > >> +------------+ > > >> | [] | > > >> | [{"text":"GoPatriots"}] | > > >> | [{"text":"aaa"}] | > > >> | [] | > > >> | [{"text":"bbb"}] | > > >> +------------+ > > >> 5 rows selected (0.136 seconds) > > >> 0: jdbc:drill:> with tmp as > > >> . . . . . . . > ( > > >> . . . . . . . > select flatten(t.entities.hashtags) as c from > > >> dfs.tmp.`z2.json` t > > >> . . . . . . . > ) > > >> . . . . . . . > select tmp.c.text from tmp; > > >> +------------+ > > >> | EXPR$0 | > > >> +------------+ > > >> | GoPatriots | > > >> | aaa | > > >> | bbb | > > >> +------------+ > > >> 3 rows selected (0.115 seconds) > > >> > > >> Thanks, > > >> Hao > > >> > > >> > > >> > > >> > > >> > > >> > > >> On Wed, Jan 21, 2015 at 4:34 PM, Andries Engelbrecht < > > >> aengelbre...@maprtech.com> wrote: > > >> > > >>> In my case it returns the empty records when flatten is not used. > > >>> > > >>> 0: jdbc:drill:zk=drilldemo:5181> select t.entities.hashtags as > hashtags > > >>> from `twitter.json` t limit 10; > > >>> +------------+ > > >>> | hashtags | > > >>> +------------+ > > >>> | [] | > > >>> | [{"text":"SportsNews","indices":[0,11]}] | > > >>> | [] | > > >>> | [{"text":"SportsNews","indices":[0,11]}] | > > >>> | [] | > > >>> | [] | > > >>> | [] | > > >>> | [] | > > >>> | [] | > > >>> | [{"text":"CARvsSEA","indices":[36,45]}] | > > >>> +------------+ > > >>> > > >>> On Jan 21, 2015, at 4:26 PM, Hao Zhu <h...@maprtech.com> wrote: > > >>> > > >>>> Actually not due to flatten, if you directly query the file, it will > > only > > >>>> show the non-null values. > > >>>> > > >>>> 0: jdbc:drill:> select t.entities.hashtags from dfs.tmp.`z.json` t; > > >>>> +------------+ > > >>>> | EXPR$0 | > > >>>> +------------+ > > >>>> | [{"text":"GoPatriots"},{"text":"aaa"},{"text":"bbb"}] | > > >>>> +------------+ > > >>>> 1 row selected (0.123 seconds) > > >>>> > > >>>> Thanks, > > >>>> Hao > > >>>> > > >>>> On Wed, Jan 21, 2015 at 4:18 PM, Andries Engelbrecht < > > >>>> aengelbre...@maprtech.com> wrote: > > >>>> > > >>>>> Very interesting, flatten seems to bypass empty records. Not sure > if > > >>> that > > >>>>> is an ideal result for all use cases, but certainly usable in this > > case. > > >>>>> > > >>>>> Thanks > > >>>>> —Andries > > >>>>> > > >>>>> > > >>>>> On Jan 21, 2015, at 3:45 PM, Hao Zhu <h...@maprtech.com> wrote: > > >>>>> > > >>>>>> I can also fetch non-null values for attached json file which > > contains > > >>> 6 > > >>>>> "entities", 3 of them are null, 3 of them have "text" value. > > >>>>>> > > >>>>>> Could you share your complete "twitter.json"? > > >>>>>> > > >>>>>> 0: jdbc:drill:> with tmp as > > >>>>>> . . . . . . . > ( > > >>>>>> . . . . . . . > select flatten(t.entities.hashtags) as c from > > >>>>> dfs.tmp.`z.json` t > > >>>>>> . . . . . . . > ) > > >>>>>> . . . . . . . > select tmp.c.text from tmp; > > >>>>>> +------------+ > > >>>>>> | EXPR$0 | > > >>>>>> +------------+ > > >>>>>> | GoPatriots | > > >>>>>> | aaa | > > >>>>>> | bbb | > > >>>>>> +------------+ > > >>>>>> 3 rows selected (0.122 seconds) > > >>>>>> > > >>>>>> Thanks, > > >>>>>> Hao > > >>>>>> > > >>>>>> > > >>>>>> > > >>>>>> On Wed, Jan 21, 2015 at 3:35 PM, Andries Engelbrecht < > > >>>>> aengelbre...@maprtech.com> wrote: > > >>>>>> The sample data I posted only has 1 element, but some records have > > >>>>> multiple elements in them. > > >>>>>> > > >>>>>> Interestingly enough though > > >>>>>> select t.entities.hashtags[0].`text` from `twitter.json` t limit > 10; > > >>>>>> > > >>>>>> Produces > > >>>>>> +------------+ > > >>>>>> | EXPR$0 | > > >>>>>> +------------+ > > >>>>>> | null | > > >>>>>> | SportsNews | > > >>>>>> | null | > > >>>>>> | SportsNews | > > >>>>>> | null | > > >>>>>> | null | > > >>>>>> | null | > > >>>>>> | null | > > >>>>>> | null | > > >>>>>> | CARvsSEA | > > >>>>>> +——————+ > > >>>>>> > > >>>>>> > > >>>>>> And > > >>>>>> > > >>>>>> select t.entities.hashtags[0] from `twitter.json` t limit 10; > > >>>>>> > > >>>>>> +------------+ > > >>>>>> | EXPR$0 | > > >>>>>> +------------+ > > >>>>>> | {"indices":[]} | > > >>>>>> | {"text":"SportsNews","indices":[90,99]} | > > >>>>>> | {"indices":[]} | > > >>>>>> | {"text":"SportsNews","indices":[90,99]} | > > >>>>>> | {"indices":[]} | > > >>>>>> | {"indices":[]} | > > >>>>>> | {"indices":[]} | > > >>>>>> | {"indices":[]} | > > >>>>>> | {"indices":[]} | > > >>>>>> | {"text":"CARvsSEA","indices":[90,99]} | > > >>>>>> +——————+ > > >>>>>> > > >>>>>> Strange part is that there is no indices map in the hashtags > array, > > so > > >>>>> no idea why it shows up when pointing to the first lament in an > empty > > >>> array. > > >>>>>> > > >>>>>> > > >>>>>> —Andries > > >>>>>> > > >>>>>> > > >>>>>> > > >>>>>> > > >>>>>> > > >>>>>> > > >>>>>> On Jan 21, 2015, at 3:24 PM, Hao Zhu <h...@maprtech.com> wrote: > > >>>>>> > > >>>>>>> I just noticed that the result of "hashtags" is just an array > with > > >>>>> only 1 > > >>>>>>> element. > > >>>>>>> So take your example: > > >>>>>>> [root@maprdemo tmp]# cat d.json > > >>>>>>> { > > >>>>>>> "entities": { > > >>>>>>> "trends": [], > > >>>>>>> "symbols": [], > > >>>>>>> "urls": [], > > >>>>>>> "hashtags": [], > > >>>>>>> "user_mentions": [] > > >>>>>>> }, > > >>>>>>> "entities": { > > >>>>>>> "trends": [1,2,3], > > >>>>>>> "symbols": [4,5,6], > > >>>>>>> "urls": [7,8,9], > > >>>>>>> "hashtags": [ > > >>>>>>> { > > >>>>>>> "text": "GoPatriots", > > >>>>>>> "indices": [] > > >>>>>>> } > > >>>>>>> ], > > >>>>>>> "user_mentions": [] > > >>>>>>> } > > >>>>>>> } > > >>>>>>> > > >>>>>>> Now we can do this to achieve the results: > > >>>>>>> 0: jdbc:drill:> select t.entities.hashtags from dfs.tmp.`d.json` > t > > ; > > >>>>>>> +------------+ > > >>>>>>> | EXPR$0 | > > >>>>>>> +------------+ > > >>>>>>> | [{"text":"GoPatriots"}] | > > >>>>>>> +------------+ > > >>>>>>> 1 row selected (0.09 seconds) > > >>>>>>> 0: jdbc:drill:> select t.entities.hashtags[0].text from > > >>>>> dfs.tmp.`d.json` t ; > > >>>>>>> +------------+ > > >>>>>>> | EXPR$0 | > > >>>>>>> +------------+ > > >>>>>>> | GoPatriots | > > >>>>>>> +------------+ > > >>>>>>> 1 row selected (0.108 seconds) > > >>>>>>> > > >>>>>>> Thanks, > > >>>>>>> Hao > > >>>>>>> > > >>>>>>> > > >>>>>>> > > >>>>>>> On Wed, Jan 21, 2015 at 3:01 PM, Andries Engelbrecht < > > >>>>>>> aengelbre...@maprtech.com> wrote: > > >>>>>>> > > >>>>>>>> When I run the query on a larger dataset it actually show the > > empty > > >>>>>>>> records. > > >>>>>>>> > > >>>>>>>> select t.entities.hashtags from `twitter.json` t limit 10; > > >>>>>>>> > > >>>>>>>> +------------+ > > >>>>>>>> | EXPR$0 | > > >>>>>>>> +------------+ > > >>>>>>>> | [] | > > >>>>>>>> | [{"text":"SportsNews","indices":[0,11]}] | > > >>>>>>>> | [] | > > >>>>>>>> | [{"text":"SportsNews","indices":[0,11]}] | > > >>>>>>>> | [] | > > >>>>>>>> | [] | > > >>>>>>>> | [] | > > >>>>>>>> | [] | > > >>>>>>>> | [] | > > >>>>>>>> | [{"text":"CARvsSEA","indices":[36,45]}] | > > >>>>>>>> +------------+ > > >>>>>>>> 10 rows selected (2.899 seconds) > > >>>>>>>> > > >>>>>>>> > > >>>>>>>> > > >>>>>>>> However having the output as maps is not very useful, unless i > can > > >>>>> filter > > >>>>>>>> out the records with empty arrays and then drill deeper into the > > ones > > >>>>> with > > >>>>>>>> data in the arrays. > > >>>>>>>> > > >>>>>>>> BTW: Hao I would have expiated your query to return both rows, > one > > >>>>> with an > > >>>>>>>> empty array as above and the other with the array data. > > >>>>>>>> > > >>>>>>>> > > >>>>>>>> —Andries > > >>>>>>>> > > >>>>>>>> > > >>>>>>>> On Jan 21, 2015, at 2:56 PM, Hao Zhu <h...@maprtech.com> wrote: > > >>>>>>>> > > >>>>>>>>> I am not sure if below is expected behavior. > > >>>>>>>>> If we only select "hashtags", and it will return only 1 row > > ignoring > > >>>>> the > > >>>>>>>>> null value. > > >>>>>>>>> However then if we try to get "hashtags.text", it fails...which > > >>>>> means it > > >>>>>>>> is > > >>>>>>>>> still trying to read the NULL value. > > >>>>>>>>> I am thinking it may confuse the SQL developers. > > >>>>>>>>> > > >>>>>>>>> > > >>>>>>>>> 0: jdbc:drill:> select t.entities.hashtags from > dfs.tmp.`d.json` > > t ; > > >>>>>>>>> +------------+ > > >>>>>>>>> | EXPR$0 | > > >>>>>>>>> +------------+ > > >>>>>>>>> | [{"text":"GoPatriots"}] | > > >>>>>>>>> +------------+ > > >>>>>>>>> 1 row selected (0.109 seconds) > > >>>>>>>>> > > >>>>>>>>> > > >>>>>>>>> 0: jdbc:drill:> select t.entities.hashtags.text from > > >>>>> dfs.tmp.`d.json` t ; > > >>>>>>>>> > > >>>>>>>>> Query failed: Query failed: Failure while running fragment., > > >>>>>>>>> org.apache.drill.exec.vector.complex.RepeatedMapVector cannot > be > > >>>>> cast to > > >>>>>>>>> org.apache.drill.exec.vector.complex.MapVector [ > > >>>>>>>>> 7ab63d4e-8a1d-4e23-8853-a879db7e8a5f on maprdemo:31010 ] > > >>>>>>>>> [ 7ab63d4e-8a1d-4e23-8853-a879db7e8a5f on maprdemo:31010 ] > > >>>>>>>>> > > >>>>>>>>> > > >>>>>>>>> Error: exception while executing query: Failure while executing > > >>>>> query. > > >>>>>>>>> (state=,code=0) > > >>>>>>>>> > > >>>>>>>>> Thanks, > > >>>>>>>>> Hao > > >>>>>>>>> > > >>>>>>>>> On Wed, Jan 21, 2015 at 2:43 PM, Andries Engelbrecht < > > >>>>>>>>> aengelbre...@maprtech.com> wrote: > > >>>>>>>>> > > >>>>>>>>>> Now try on hashtags with the following: > > >>>>>>>>>> > > >>>>>>>>>> drilldemo:5181> select t.entities.hashtags.`text` from > > >>>>> `/twitter.json` t > > >>>>>>>>>> where t.entities.hashtags is not null limit 10; > > >>>>>>>>>> > > >>>>>>>>>> Query failed: Query failed: Failure while running fragment., > > >>>>>>>>>> org.apache.drill.exec.vector.complex.RepeatedMapVector cannot > be > > >>>>> cast to > > >>>>>>>>>> org.apache.drill.exec.vector.complex.MapVector [ > > >>>>>>>>>> 6fe7f918-d1a7-4fc6-b24d-44ff9186f59e on drilldemo:31010 ] > > >>>>>>>>>> [ 6fe7f918-d1a7-4fc6-b24d-44ff9186f59e on drilldemo:31010 ] > > >>>>>>>>>> > > >>>>>>>>>> > > >>>>>>>>>> Error: exception while executing query: Failure while > executing > > >>>>> query. > > >>>>>>>>>> (state=,code=0) > > >>>>>>>>>> > > >>>>>>>>>> > > >>>>>>>>>> { > > >>>>>>>>>> "entities": { > > >>>>>>>>>> "trends": [], > > >>>>>>>>>> "symbols": [], > > >>>>>>>>>> "urls": [], > > >>>>>>>>>> "hashtags": [], > > >>>>>>>>>> "user_mentions": [] > > >>>>>>>>>> }, > > >>>>>>>>>> "entities": { > > >>>>>>>>>> "trends": [1,2,3], > > >>>>>>>>>> "symbols": [4,5,6], > > >>>>>>>>>> "urls": [7,8,9], > > >>>>>>>>>> "hashtags": [ > > >>>>>>>>>> { > > >>>>>>>>>> "text": "GoPatriots", > > >>>>>>>>>> "indices": [] > > >>>>>>>>>> } > > >>>>>>>>>> ], > > >>>>>>>>>> "user_mentions": [] > > >>>>>>>>>> } > > >>>>>>>>>> } > > >>>>>>>>>> > > >>>>>>>>>> The issue seems to be that if some records have arrays with > > maps in > > >>>>> them > > >>>>>>>>>> and others are empty. > > >>>>>>>>>> > > >>>>>>>>>> —Andries > > >>>>>>>>>> > > >>>>>>>>>> > > >>>>>>>>>> On Jan 21, 2015, at 2:34 PM, Hao Zhu <h...@maprtech.com> > wrote: > > >>>>>>>>>> > > >>>>>>>>>>> Seems it works for below json file: > > >>>>>>>>>>> { > > >>>>>>>>>>> "entities": { > > >>>>>>>>>>> "trends": [], > > >>>>>>>>>>> "symbols": [], > > >>>>>>>>>>> "urls": [], > > >>>>>>>>>>> "hashtags": [ > > >>>>>>>>>>> { > > >>>>>>>>>>> "text": "GoPatriots", > > >>>>>>>>>>> "indices": [ > > >>>>>>>>>>> 83, > > >>>>>>>>>>> 94 > > >>>>>>>>>>> ] > > >>>>>>>>>>> } > > >>>>>>>>>>> ], > > >>>>>>>>>>> "user_mentions": [] > > >>>>>>>>>>> }, > > >>>>>>>>>>> "entities": { > > >>>>>>>>>>> "trends": [1,2,3], > > >>>>>>>>>>> "symbols": [4,5,6], > > >>>>>>>>>>> "urls": [7,8,9], > > >>>>>>>>>>> "hashtags": [ > > >>>>>>>>>>> { > > >>>>>>>>>>> "text": "GoPatriots", > > >>>>>>>>>>> "indices": [] > > >>>>>>>>>>> } > > >>>>>>>>>>> ], > > >>>>>>>>>>> "user_mentions": [] > > >>>>>>>>>>> } > > >>>>>>>>>>> } > > >>>>>>>>>>> > > >>>>>>>>>>> > > >>>>>>>>>>> 0: jdbc:drill:> select t.entities.urls from dfs.tmp.`a.json` > > as t > > >>>>> where > > >>>>>>>>>>> t.entities.urls is not null; > > >>>>>>>>>>> +------------+ > > >>>>>>>>>>> | EXPR$0 | > > >>>>>>>>>>> +------------+ > > >>>>>>>>>>> | [7,8,9] | > > >>>>>>>>>>> +------------+ > > >>>>>>>>>>> 1 row selected (0.139 seconds) > > >>>>>>>>>>> 0: jdbc:drill:> select t.entities.urls from dfs.tmp.`a.json` > > as t > > >>>>> where > > >>>>>>>>>>> t.entities.urls is null; > > >>>>>>>>>>> +------------+ > > >>>>>>>>>>> | EXPR$0 | > > >>>>>>>>>>> +------------+ > > >>>>>>>>>>> +------------+ > > >>>>>>>>>>> No rows selected (0.158 seconds) > > >>>>>>>>>>> > > >>>>>>>>>>> Thanks, > > >>>>>>>>>>> Hao > > >>>>>>>>>>> > > >>>>>>>>>>> On Wed, Jan 21, 2015 at 2:01 PM, Aditya < > > adityakish...@gmail.com> > > >>>>>>>> wrote: > > >>>>>>>>>>> > > >>>>>>>>>>>> I believe that this works if the array contains homogeneous > > >>>>> primitive > > >>>>>>>>>>>> types. In your example, it appears from the error, the array > > >>> field > > >>>>>>>>>> 'member' > > >>>>>>>>>>>> contained maps for at least one record. > > >>>>>>>>>>>> > > >>>>>>>>>>>> On Wed, Jan 21, 2015 at 1:57 PM, Christopher Matta < > > >>>>> cma...@mapr.com> > > >>>>>>>>>>>> wrote: > > >>>>>>>>>>>> > > >>>>>>>>>>>>> Trying that locally did not work for me (drill 0.7.0): > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> 0: jdbc:drill:zk=local> select `id`, `name`, `members` from > > >>>>>>>>>>>> `Downloads/test.json` where repeated_count(`members`) > 0; > > >>>>>>>>>>>>> Query failed: Query stopped., Failure while trying to > > >>> materialize > > >>>>>>>>>>>> incoming schema. Errors: > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> Error in expression at index -1. Error: Missing function > > >>>>>>>>>>>> implementation: [repeated_count(MAP-REPEATED)]. Full > > expression: > > >>>>>>>>>> --UNKNOWN > > >>>>>>>>>>>> EXPRESSION--.. [ 47142fa4-7e6a-48cb-be6a-676e885ede11 on > > >>>>>>>>>> bullseye-3:31010 ] > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> Error: exception while executing query: Failure while > > executing > > >>>>>>>> query. > > >>>>>>>>>>>> (state=,code=0) > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> Chris Matta > > >>>>>>>>>>>>> cma...@mapr.com > > >>>>>>>>>>>>> 215-701-3146 > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> On Wed, Jan 21, 2015 at 4:50 PM, Aditya < > > >>> adityakish...@gmail.com > > >>>>>> > > >>>>>>>>>> wrote: > > >>>>>>>>>>>>> > > >>>>>>>>>>>>>> repeated_count('entities.urls') > 0 > > >>>>>>>>>>>>>> > > >>>>>>>>>>>>>> On Wed, Jan 21, 2015 at 1:46 PM, Andries Engelbrecht < > > >>>>>>>>>>>>>> aengelbre...@maprtech.com> wrote: > > >>>>>>>>>>>>>> > > >>>>>>>>>>>>>>> How do you filter out records with an empty array in > drill? > > >>>>>>>>>>>>>>> i.e some records have "url":[] and some will have an > array > > >>>>> with > > >>>>>>>> data > > >>>>>>>>>>>> in > > >>>>>>>>>>>>>>> it. When trying to read records with data in the array > > drill > > >>>>> fails > > >>>>>>>>>> due > > >>>>>>>>>>>>>> to > > >>>>>>>>>>>>>>> records missing any data in the array. Trying a filter > > with/* > > >>>>> where > > >>>>>>>>>>>>>>> "url":[0] is not null */ fails, also fails if applying > url > > is > > >>>>> not > > >>>>>>>>>>>> null. > > >>>>>>>>>>>>>>> > > >>>>>>>>>>>>>>> Note some of the arrays contains maps, using twitter data > > as > > >>> an > > >>>>>>>>>>>> example > > >>>>>>>>>>>>>>> below. Some records have an empty array with > “hashtags”:[] > > >>> and > > >>>>>>>>>> others > > >>>>>>>>>>>>>> will > > >>>>>>>>>>>>>>> look similar to what is listed below. > > >>>>>>>>>>>>>>> > > >>>>>>>>>>>>>>> "entities": { > > >>>>>>>>>>>>>>> "trends": [], > > >>>>>>>>>>>>>>> "symbols": [], > > >>>>>>>>>>>>>>> "urls": [], > > >>>>>>>>>>>>>>> "hashtags": [ > > >>>>>>>>>>>>>>> { > > >>>>>>>>>>>>>>> "text": "GoPatriots", > > >>>>>>>>>>>>>>> "indices": [ > > >>>>>>>>>>>>>>> 83, > > >>>>>>>>>>>>>>> 94 > > >>>>>>>>>>>>>>> ] > > >>>>>>>>>>>>>>> } > > >>>>>>>>>>>>>>> ], > > >>>>>>>>>>>>>>> "user_mentions": [] > > >>>>>>>>>>>>>>> }, > > >>>>>>>>>>>>>>> > > >>>>>>>>>>>>>>> > > >>>>>>>>>>>>>>> Thanks > > >>>>>>>>>>>>>>> —Andries > > >>>>>>>>>>>>>> > > >>>>>>>>>>>>> > > >>>>>>>>>>>>> > > >>>>>>>>>>>> > > >>>>>>>>>> > > >>>>>>>>>> > > >>>>>>>> > > >>>>>>>> > > >>>>>> > > >>>>>> > > >>>>>> <z.json> > > >>>>> > > >>>>> > > >>> > > >>> > > > > > > > >