Hi Dennis/Joel,

Thank you for your help to date - I must say this user group is very 
responsive :-)

Cheers

Akiel



From:   Dennis Gove <dpg...@gmail.com>
To:     solr-user@lucene.apache.org
Date:   05/01/2016 13:22
Subject:        Re: Solr 6 Distributed Join



Akiel,

https://issues.apache.org/jira/browse/SOLR-7554 added checks on the sort
with streams, where required. If a particular stream requires that 
incoming
streams be ordered in a compatible way then that check will be performed
during creation of the stream and an error will be thrown if that check
fails. This is only a check on the sorts of the incoming streams and
doesn't do any checks related to if expected fields are included in the
incoming streams. In your case, it'd have found the error and told you 
that
the streams aren't sorted in a compatible way.

- Dennis

On Tue, Jan 5, 2016 at 8:11 AM, Akiel Ahmed <ahmed...@uk.ibm.com> wrote:

> Hi Joel,
>
> Sorry there was an error between my chair and keyboard; there isn't a 
bug
> - the right hand stream was not ordered by the joined-on field. So, the
> following query does what I expected:
>
>
> 
http://localhost:8983/solr/gettingstarted/stream?stream=innerJoin(search(gettingstarted

> ,fl="id",q=text:John,sort="id 
asc",zkHost="localhost:9983",qt="/export"),
> search(gettingstarted,fl="id,e1",q=type:DEF,sort="e1
> asc",zkHost="localhost:9983",qt="/export"), on="id=e1")
>
> Do you know if on the release of Solr 6, the stream handler will contain
> validation code which does a syntax check as well as checking if
> appropriate fields have been used in the fl and sort properties? For
> example, for the above query, I am joining the id field on the e1 field,
> so the id field needs to be in the fl and sort property of the left-hand
> stream, and e1 needs to be in the fl and sort property in the right-hand
> stream foe the join to work.
>
> Cheers
>
> Akiel
>
>
>
> From:   Joel Bernstein <joels...@gmail.com>
> To:     solr-user@lucene.apache.org
> Date:   24/12/2015 15:51
> Subject:        Re: Solr 6 Distributed Join
>
>
>
> I haven't had a chance to review. If you have a reproducible failure on 
a
> one-to-many join go ahead and create a jira ticket.
>
> Joel Bernstein
> http://joelsolr.blogspot.com/
>
> On Thu, Dec 24, 2015 at 3:25 AM, Akiel Ahmed <ahmed...@uk.ibm.com> 
wrote:
>
> > Hi
> >
> > Did you get a chance to check whether one-to-many joins were covered 
in
> > your tests? If yes, can you make any suggestions for what I could be
> doing
> > wrong?
> >
> > Cheers
> >
> > Akiel
> >
> >
> >
> > From:   Joel Bernstein <joels...@gmail.com>
> > To:     solr-user@lucene.apache.org
> > Date:   22/12/2015 13:03
> > Subject:        Re: Solr 6 Distributed Join
> >
> >
> >
> > Just did a quick review of the InnerJoinStream and it appears that it
> > should handle one-to-one, one-to-many, many-to-one and many-to-many
> joins.
> > It will take a closer review of the tests to see if all these cases 
are
> > covered. So the innerJoin is designed to handle the case you describe.
> If
> > it doesn't work properly it makes sense to file a bug report.
> >
> > Joel Bernstein
> > http://joelsolr.blogspot.com/
> >
> > On Tue, Dec 22, 2015 at 5:55 AM, Akiel Ahmed <ahmed...@uk.ibm.com>
> wrote:
> >
> > > Hi,
> > >
> > > I tried a straight forward join against something that is connected 
to
> > > many things but didn't get the results I expected - I wanted to 
check
> > > whether my expectations are off, and whether I can do anything in 
Solr
> > to
> > > do what I want. So given the data:
> > >
> > > id,type,e1,e2,text
> > > 1,ABC,,,John Smith
> > > 2,ABC,,,Jane Doe
> > > 3,DEF,1,2,1
> > > 4,DEF,1,2,2
> > > 5,DEF,1,2,4
> > > 6,DEF,1,2,8
> > >
> > > and the query
> > >
> > >
> > >
> >
> >
>
> 
http://localhost:8983/solr/gettingstarted/stream?stream=innerJoin(search(gettingstarted

>
> >
> > > , fl="id", q=text:John, sort="id
> > > asc",zkHost="localhost:9983",qt="/export"), search(gettingstarted,
> > > fl="id,e1", q=type:DEF, sort="id
> > > asc",zkHost="localhost:9983",qt="/export"), on="id=e1")
> > >
> > > I expected
> > >
> > > {"result-set":{"docs":[
> > > {"e1":"1","id":"3"},
> > > {"e1":"1","id":"4"},
> > > {"e1":"1","id":"5"},
> > > {"e1":"1","id":"6"},
> > > {"EOF":true,"RESPONSE_TIME":56}]}}
> > >
> > > but instead I got
> > >
> > > {"result-set":{"docs":[
> > > {"e1":"1","id":"3"},
> > > {"EOF":true,"RESPONSE_TIME":58}]}}
> > >
> > > Deleting the document with id 3, and rerunning the query (see above)
> > > returned
> > >
> > > {"result-set":{"docs":[
> > > {"e1":"1","id":"4"},
> > > {"EOF":true,"RESPONSE_TIME":56}]}}
> > >
> > > So it looks like the join finds the first thing to join on. Is this
> > > expected behaviour? If so, is there anyway I can do to convince Solr
> to
> > > return all the things it is connected to?
> > >
> > > Cheers
> > >
> > > Akiel
> > > ----- Forwarded by Akiel Ahmed/UK/IBM on 22/12/2015 10:47 -----
> > >
> > > From:   Akiel Ahmed/UK/IBM
> > > To:     solr-user@lucene.apache.org
> > > Date:   21/12/2015 11:16
> > > Subject:        Re: Solr 6 Distributed Join
> > >
> > >
> > > Thank you for the help.
> > >
> > > I am working through what I want to do with the join - will let you
> know
> > > if I hit any issues.
> > >
> > >
> > >
> > > From:   Joel Bernstein <joels...@gmail.com>
> > > To:     solr-user@lucene.apache.org
> > > Date:   17/12/2015 15:40
> > > Subject:        Re: Solr 6 Distributed Join
> > >
> > >
> > >
> > > One thing to note about the hashJoin is that it requires the search
> > > results
> > > from the hashed query to fit entirely in memory.
> > >
> > > The innerJoin does not have this requirement as it performs a
> streaming
> > > merge join.
> > >
> > > Joel Bernstein
> > > http://joelsolr.blogspot.com/
> > >
> > > On Thu, Dec 17, 2015 at 10:33 AM, Joel Bernstein 
<joels...@gmail.com>
> > > wrote:
> > >
> > > > Below is an example of nested joins where the innerJoin is done in
> > > > parallel using the parallel function. The partitionKeys parameter
> > needs
> > > to
> > > > be added to the searches when the parallel function is used to
> > partition
> > > > the results across worker nodes.
> > > >
> > > > hashJoin(
> > > >                 parallel(workerCollection,
> > > >                             innerJoin(
> > > >                                             search(users, q="*:*",
> > > > fl="userId, full_name, hometown", sort="userId asc",
> > zkHost="zk2:2345",
> > > > qt="/export" partitionKeys="userId"),
> > > >                                             search(reviews, 
q="*:*",
> > > > fl="userId, review, score", sort="userId asc", zkHost="zk1:2345",
> > > > qt="/export" partitionKeys="userId"),
> > > >                                             on="userId"
> > > >                                             ),
> > > >                              workers="20",
> > > >                              zkHost="zk1:2345",
> > > >                              sort="userId asc"
> > > >                              ),
> > > >                hashed=search(restaurants, q="city:nyc",
> > > fl="restaurantId, restaurantName",
> > > > sort="restaurantId asc", zkHost="zk1:2345", qt="/export"),
> > > >                on="restaurantId"
> > > > )
> > > >
> > > >
> > > > Joel Bernstein
> > > > http://joelsolr.blogspot.com/
> > > >
> > > > On Thu, Dec 17, 2015 at 10:29 AM, Joel Bernstein
> <joels...@gmail.com>
> > > > wrote:
> > > >
> > > >> The innerJoin joins two streams sorted by the same join keys 
(merge
> > > >> join). If third stream has the same join keys you can nest
> > innerJoins.
> > > But
> > > >> all three tables need to be sorted by the same join keys to nest
> > > innerJoins
> > > >> (merge joins).
> > > >>
> > > >> innerJoin(innerJoin(...),
> > > >>                 search(...),
> > > >>                 on...)
> > > >>
> > > >> If the third stream is joined on a different key you can nest
> inside
> > a
> > > >> hashJoin which doesn't require streams to be sorted on the join
> key.
> > > For
> > > >> example:
> > > >>
> > > >> hashJoin(innerJoin(...),
> > > >>                 hashed=search(...),
> > > >>                 on..)
> > > >>
> > > >>
> > > >> Joel Bernstein
> > > >> http://joelsolr.blogspot.com/
> > > >>
> > > >> On Thu, Dec 17, 2015 at 9:28 AM, Akiel Ahmed 
<ahmed...@uk.ibm.com>
> > > wrote:
> > > >>
> > > >>> Hi again,
> > > >>>
> > > >>> I got the join to work. A team mate pointed out that one of the
> > search
> > > >>> functions in the innerJoin query was missing a field in the join 
-
> > > adding
> > > >>> the e1 field to the fl parameter of the second search function
> gave
> > > the
> > > >>> result I expected:
> > > >>>
> > > >>>
> > > >>>
> > >
> > >
> >
> >
>
> 
http://localhost:8983/solr/gettingstarted/stream?stream=innerJoin(search(gettingstarted

>
> >
> > >
> > > >>>
> > > >>> , fl="id", q=text:John, sort="id
> > > >>> asc",zkHost="localhost:9983",qt="/export"), 
search(gettingstarted,
> > > >>> fl="id,e1", q=text:Friends, sort="id
> > > >>> asc",zkHost="localhost:9983",qt="/export"), on="id=e1")
> > > >>>
> > > >>> I am still interested in whether we can specify a join, using an
> > > >>> arbitrary
> > > >>> number of searches.
> > > >>>
> > > >>> Cheers
> > > >>>
> > > >>> Akiel
> > > >>>
> > > >>>
> > > >>>
> > > >>> From:   Akiel Ahmed/UK/IBM@IBMGB
> > > >>> To:     solr-user@lucene.apache.org
> > > >>> Date:   16/12/2015 17:05
> > > >>> Subject:        Re: Solr 6 Distributed Join
> > > >>>
> > > >>>
> > > >>>
> > > >>> Hi Dennis,
> > > >>>
> > > >>> Thank you for your help. I used your explanation to construct an
> > > >>> innerJoin
> > > >>>
> > > >>> query; I think I am getting further but didn't get the results I
> > > >>> expected.
> > > >>>
> > > >>> The following describes what I did – is there any chance you can
> > tell
> > > >>> where I am going wrong:
> > > >>>
> > > >>> Solr 6 Developer Builds: #2738 and #2743
> > > >>>
> > > >>> 1. Modified
> server/solr/configsets/basic_configs/conf/managed-schema
> > > so
> > > >>> it
> > > >>>
> > > >>> reads:
> > > >>>
> > > >>> <?xml version="1.0" encoding="UTF-8" ?>
> > > >>> <schema name="search" version="1.5">
> > > >>>   <uniqueKey>id</uniqueKey>
> > > >>>   <field name="id" type="id" indexed="true" stored="true"
> > > required="true"
> > > >>> multiValued="false" docValues="true"/>
> > > >>>   <field name="_version_" type="solr_version" indexed="true"
> > > >>> stored="true"
> > > >>>
> > > >>> required="false" multiValued="false" docValues="true"/>
> > > >>>   <field name="type" type="id" indexed="true" stored="true"
> > > >>> required="false" multiValued="false" docValues="true"/>
> > > >>>   <field name="e1" type="id" indexed="true" stored="true"
> > > >>> required="false"
> > > >>>
> > > >>> multiValued="false" docValues="true"/>
> > > >>>   <field name="e2" type="id" indexed="true" stored="true"
> > > >>> required="false"
> > > >>>
> > > >>> multiValued="false" docValues="true"/>
> > > >>>   <field name="text" type="free_text" indexed="true" 
stored="true"
> > > >>> required="false" multiValued="false"/>
> > > >>>   <fieldType name="id" class="solr.StrField"
> > sortMissingLast="true"/>
> > > >>>   <fieldType name="solr_version" class="solr.TrieLongField"
> > > >>> precisionStep="0" positionIncrementGap="0"/>
> > > >>>   <fieldType name="free_text" class="solr.TextField"
> > > >>> positionIncrementGap="100">
> > > >>>     <analyzer>
> > > >>>       <tokenizer class="solr.WhitespaceTokenizerFactory"/>
> > > >>>       <filter class="solr.LowerCaseFilterFactory"/>
> > > >>>       <filter class="solr.WordDelimiterFilterFactory"
> > > >>> generateWordParts="1" generateNumberParts="1" catenateWords="1"
> > > >>> catenateNumbers="1" catenateAll="1" splitOnCaseChange="1"/>
> > > >>>       <filter class="solr.StopFilterFactory" ignoreCase="true"
> > > >>> words="lang/stopwords_en.txt"/>
> > > >>>     </analyzer>
> > > >>>   </fieldType>
> > > >>> </schema>
> > > >>>
> > > >>> 2. Modified
> > server/solr/configsets/basic_configs/conf/solrconfig.xml,
> > > >>> adding the following near the bottom of the file so it is the 
last
> > > >>> request
> > > >>>
> > > >>> handler
> > > >>>
> > > >>>   <requestHandler name="/stream" class="solr.StreamHandler">
> > > >>>         <lst name="invariants">
> > > >>>                 <str name="wt">json</str>
> > > >>>                 <str name="distrib">false</str>
> > > >>>         </lst>
> > > >>>   </requestHandler>
> > > >>>
> > > >>> 3. Used solr -e cloud to setup a solr cloud instance, picking 
all
> > the
> > > >>> defaults except I chose basic_configs
> > > >>>
> > > >>> 4. After solr is running I ingested the following data via the
> Solr
> > > Web
> > > >>> UI
> > > >>>
> > > >>> (/update handler, Document Type = CSV)
> > > >>> id,type,e1,e2,text
> > > >>> 1,ABC,,,John Smith
> > > >>> 2,ABC,,,Jane Smith
> > > >>> 3,ABC,,,MiKe Smith
> > > >>> 4,ABC,,,John Doe
> > > >>> 5,ABC,,,Jane Doe
> > > >>> 6,ABC,,,MiKe Doe
> > > >>> 7,ABC,,,John Smith
> > > >>> 8,DEF,,,Chicken Burger
> > > >>> 9,DEF,,,Veggie Burger
> > > >>> 10,DEF,,,Beef Burger
> > > >>> 11,DEF,,,Chicken Donar
> > > >>> 12,DEF,,,Chips
> > > >>> 13,DEF,,,Drink
> > > >>> 20,GHI,1,2,Friends
> > > >>> 21,GHI,3,4,Friends
> > > >>> 22,GHI,5,6,Friends
> > > >>> 23,GHI,7,6,Friends
> > > >>> 24,GHI,6,4,Friends
> > > >>> 25,JKL,1,8,Order
> > > >>> 26,JKL,2,9,Order
> > > >>> 27,JKL,3,10,Order
> > > >>> 28,JKL,4,11,Order
> > > >>> 29,JKL,5,12,Order
> > > >>> 30,JKL,6,13,Order
> > > >>>
> > > >>> 5. Navigating to the following URL in a browser returned an
> expected
> > > >>> result:
> > > >>> http://localhost:8983/solr/gettingstarted/select?q={!join 
from=id
> > > >>> to=e1}text:John&fl="id"
> > > >>>
> > > >>> <response>
> > > >>> ...
> > > >>>   <result>
> > > >>>     <doc>
> > > >>>       <str name="id">20</str>
> > > >>>       <str name="e1">1</str>
> > > >>>       <str name="e2">2</str>
> > > >>>       ...
> > > >>>     </doc>
> > > >>>     <doc>
> > > >>>       <str name="id">28</str>
> > > >>>       <str name="e1">4</str>
> > > >>>       <str name="e2">11</str>
> > > >>>       ...
> > > >>>     </doc>
> > > >>>     <doc>
> > > >>>       <str name="id">23</str>
> > > >>>       <str name="e1">7</str>
> > > >>>       <str name="e2">6</str>
> > > >>>       ...
> > > >>>     </doc>
> > > >>>   </result>
> > > >>> </response>
> > > >>>
> > > >>> 6. Navigating to the following URL in a browser does NOT return
> what
> > I
> > > >>> expected:
> > > >>>
> > > >>>
> > >
> > >
> >
> >
>
> 
http://localhost:8983/solr/gettingstarted/stream?stream=innerJoin(search(gettingstarted

>
> >
> > >
> > > >>>
> > > >>> , fl="id", q=text:John, sort="id
> > > >>> asc",zkHost="localhost:9983",qt="/export"), 
search(gettingstarted,
> > > >>> fl="id", q=text:Friends, sort="id
> > > >>> asc",zkHost="localhost:9983",qt="/export"), on="id=e1")
> > > >>>
> > > >>> {"result-set":{"docs":[
> > > >>> {"EOF":true,"RESPONSE_TIME":124}]}}
> > > >>>
> > > >>>
> > > >>> I also have a join related question. Is there any chance I can
> > specify
> > > a
> > > >>> query and join for more than 2 things. For example:
> > > >>>
> > > >>> innerJoin(search(gettingstarted, fl="id", q=text:John, ...) as 
s1,
> > > >>>           search(gettingstarted, fl="id", q=text:Chicken, ...) 
as
> s2
> > > >>>           search(gettingstarted, fl="id", q=text:Friends, ...) 
as
> > s3)
> > > >>>           on="s1.id=s3.e1",
> > > >>>           on="s2.id=s3.e2")
> > > >>>
> > > >>> Sorry if the query does not make sense, but given the data above
> my
> > > >>> intention is to find a single result made up of 3 documents:
> > > >>> s1.id=1,s2.id=8,s3.id=25
> > > >>> Is that possible? If yes, will Solr 6 support an arbitrary 
number
> of
> > > >>> queries and associated joins?
> > > >>>
> > > >>> Cheers
> > > >>>
> > > >>> Akiel
> > > >>>
> > > >>>
> > > >>>
> > > >>> From:   Dennis Gove <dpg...@gmail.com>
> > > >>> To:     Akiel Ahmed/UK/IBM@IBMGB, solr-user@lucene.apache.org
> > > >>> Date:   11/12/2015 15:34
> > > >>> Subject:        Re: Solr 6 Distributed Join
> > > >>>
> > > >>>
> > > >>>
> > > >>> Akiel,
> > > >>>
> > > >>> Without seeing your full url I assume that you're missing the
> > > >>> stream=innerJoin(.....) part of it. A full sample url would look
> > like
> > > >>> this
> > > >>>
> > >
> >
> 
http://localhost:8983/solr/careers/stream?stream=innerJoin(search(careers
> > > >>> ,
> > > >>> fl="personId,companyId,title", q=companyId:*, sort="companyId
> > > >>> asc",zkHost="localhost:2181",qt="/export"),search(companies,
> > > >>> fl="id,companyName", q=*:*, sort="id
> > > >>> asc",zkHost="localhost:2181",qt="/export"),on="companyId=id")
> > > >>>
> > > >>> This example will return a join of career records with the 
company
> > > name
> > > >>> for
> > > >>> all career records with a non-null companyId.
> > > >>>
> > > >>> And the pieces have the following meaning:
> > > >>> http://localhost:8983/solr/careers/stream?  - you have a
> collection
> > > >>> called
> > > >>> careers available on localhost:8983 and you're hitting its 
stream
> > > handler
> > > >>> ?stream=  - you are passing the stream parameter to the stream
> > handler
> > > >>> zkHost="localhost:2181"  - there is a zk instance running on
> > > >>> localhost:2181
> > > >>> where solr can get clusterstate information. Note, that since
> you're
> > > >>> sending the request to the careers collection this param is not
> > > required
> > > >>> in
> > > >>> the search(careers....) part but is required in the
> > > search(companies....)
> > > >>> part. For simplicity I usually just provide it for all.
> > > >>> qt="/export"  - tells solr to use the export handler. this 
assumes
> > all
> > > >>> your
> > > >>> fields are in docValues. if you'd rather not use the export
> handler
> > > then
> > > >>> you probably want to provide the rows=##### param to tell solr 
to
> > > return
> > > >>> a
> > > >>> large # of rows for each underlying search. Without it solr will
> > > default
> > > >>> to, I believe, 10 rows.
> > > >>>
> > > >>> CCing the user list so others can see this as well.
> > > >>>
> > > >>> We're working on additional documentation for Streaming
> Aggregation
> > > and
> > > >>> Expressions. The page can be found at
> > > >>>
> > https://cwiki.apache.org/confluence/display/solr/Streaming+Expressions
> > > >>> but
> > > >>> it's missing a lot of things we've added recently.
> > > >>>
> > > >>> - Dennis
> > > >>>
> > > >>> On Fri, Dec 11, 2015 at 9:51 AM, Akiel Ahmed 
<ahmed...@uk.ibm.com>
> > > >>> wrote:
> > > >>>
> > > >>> > Hi,
> > > >>> >
> > > >>> > Sorry, this is out of the blue - I have joined the Solr 
mailing
> > > list,
> > > >>> but
> > > >>> > I don't know if that it is the correct place to ask my 
question.
> > If
> > > you
> > > >>> are
> > > >>> > not the best person to talk to can you please point me in the
> > right
> > > >>> > direction.
> > > >>> >
> > > >>> > I want to try using the Solr 6 distributed joins but cant find
> > > enough
> > > >>> > material on the web to make it work. I have added the stream
> > handler
> > > to
> > > >>> my
> > > >>> > solrconfig.xml (see below) and when issuing an inner join 
query
> > (see
> > > >>> below)
> > > >>> > I get a an error - the localparm named stream is missing so I
> get
> > a
> > > >>> > NullPointerException. Is there a way to play with the join via
> the
> > > Solr
> > > >>> web
> > > >>> > UI, or if not do you have a code snippet via a SolrJ client 
that
> > > >>> performs a
> > > >>> > join?
> > > >>> >
> > > >>> > solrconfig.xml
> > > >>> >
> > > >>> > <requestHandler name="/stream" class="solr.StreamHandler">
> > > >>> >         <lst name="invariants">
> > > >>> >                 <str name="wt">json</str>
> > > >>> >                 <str name="distrib">false</str>
> > > >>> >         </lst>
> > > >>> > </requestHandler>
> > > >>> >
> > > >>> > query
> > > >>> > innerJoin(
> > > >>> >         search(getting_started, _search_field:john),
> > > >>> >         search(getting_started, _search_field:friends),
> > > >>> >         on="id=_link_from_id")
> > > >>> >
> > > >>> > Cheers
> > > >>> >
> > > >>> > Akiel
> > > >>> > Unless stated otherwise above:
> > > >>> > IBM United Kingdom Limited - Registered in England and Wales
> with
> > > >>> number
> > > >>> > 741598.
> > > >>> > Registered office: PO Box 41, North Harbour, Portsmouth,
> Hampshire
> > > PO6
> > > >>> 3AU
> > > >>> >
> > > >>>
> > > >>>
> > > >>> Unless stated otherwise above:
> > > >>> IBM United Kingdom Limited - Registered in England and Wales 
with
> > > number
> > > >>> 741598.
> > > >>> Registered office: PO Box 41, North Harbour, Portsmouth, 
Hampshire
> > PO6
> > > >>> 3AU
> > > >>>
> > > >>>
> > > >>>
> > > >>> Unless stated otherwise above:
> > > >>> IBM United Kingdom Limited - Registered in England and Wales 
with
> > > number
> > > >>> 741598.
> > > >>> Registered office: PO Box 41, North Harbour, Portsmouth, 
Hampshire
> > PO6
> > > >>> 3AU
> > > >>>
> > > >>>
> > > >>
> > > >
> > >
> > >
> > > Unless stated otherwise above:
> > > IBM United Kingdom Limited - Registered in England and Wales with
> number
> > > 741598.
> > > Registered office: PO Box 41, North Harbour, Portsmouth, Hampshire 
PO6
> > 3AU
> > >
> > > Unless stated otherwise above:
> > > IBM United Kingdom Limited - Registered in England and Wales with
> number
> > > 741598.
> > > Registered office: PO Box 41, North Harbour, Portsmouth, Hampshire 
PO6
> > 3AU
> > >
> > >
> >
> >
> > Unless stated otherwise above:
> > IBM United Kingdom Limited - Registered in England and Wales with 
number
> > 741598.
> > Registered office: PO Box 41, North Harbour, Portsmouth, Hampshire PO6
> 3AU
> >
> >
>
>
> Unless stated otherwise above:
> IBM United Kingdom Limited - Registered in England and Wales with number
> 741598.
> Registered office: PO Box 41, North Harbour, Portsmouth, Hampshire PO6 
3AU
>
>


Unless stated otherwise above:
IBM United Kingdom Limited - Registered in England and Wales with number 
741598. 
Registered office: PO Box 41, North Harbour, Portsmouth, Hampshire PO6 3AU

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