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I'm<00:00:12.750><c> Russell</c><00:00:13.049><c> Spitzer</c><00:00:13.559><c> I</c><00:00:13.799><c> work</c><00:00:14.040><c> at</c><00:00:14.190><c> a</c><00:00:14.219><c> company</c>

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I'm Russell Spitzer I work at a company
 

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I'm Russell Spitzer I work at a company
called<00:00:14.549><c> data</c><00:00:14.940><c> stacks</c><00:00:15.240><c> and</c><00:00:15.630><c> I'm</c><00:00:16.199><c> a</c><00:00:16.230><c> software</c>

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called data stacks and I'm a software
 

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called data stacks and I'm a software
engineer<00:00:16.770><c> and</c><00:00:17.220><c> the</c><00:00:17.310><c> most</c><00:00:17.910><c> of</c><00:00:18.119><c> the</c><00:00:18.180><c> time</c><00:00:18.359><c> I</c><00:00:18.390><c> work</c>

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engineer and the most of the time I work
 

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engineer and the most of the time I work
on<00:00:18.869><c> something</c><00:00:19.170><c> called</c><00:00:19.260><c> a</c><00:00:19.410><c> spark</c><00:00:19.740><c> Sandra</c>

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on something called a spark Sandra
 

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on something called a spark Sandra
connector<00:00:20.520><c> which</c><00:00:20.670><c> is</c><00:00:20.699><c> the</c><00:00:20.939><c> integration</c>

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connector which is the integration
 

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connector which is the integration
between<00:00:21.600><c> Apache</c><00:00:22.410><c> spark</c><00:00:22.830><c> and</c><00:00:23.130><c> Apache</c>

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between Apache spark and Apache
 

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between Apache spark and Apache
Cassandra

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yeah<00:00:33.660><c> this</c><00:00:33.870><c> is</c><00:00:34.050><c> I</c><00:00:34.320><c> think</c><00:00:34.650><c> my</c><00:00:35.160><c> third</c><00:00:35.880><c> or</c><00:00:36.180><c> fourth</c>

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yeah this is I think my third or fourth
 

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yeah this is I think my third or fourth
scale<00:00:37.530><c> by</c><00:00:37.770><c> the</c><00:00:37.830><c> bay</c><00:00:38.130><c> I</c><00:00:38.370><c> mean</c><00:00:38.490><c> it</c><00:00:38.580><c> was</c><00:00:38.670><c> Scala</c><00:00:38.940><c> by</c>

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scale by the bay I mean it was Scala by
 

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scale by the bay I mean it was Scala by
the<00:00:39.210><c> bay</c><00:00:39.480><c> a</c><00:00:39.510><c> long</c><00:00:39.750><c> time</c><00:00:40.050><c> ago</c><00:00:40.320><c> I</c><00:00:40.920><c> first</c><00:00:41.760><c> heard</c>

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the bay a long time ago I first heard
 

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the bay a long time ago I first heard
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about it because I was going to a lot of
 

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about it because I was going to a lot of
the<00:00:44.550><c> meetups</c><00:00:45.000><c> that</c><00:00:45.150><c> were</c><00:00:45.240><c> being</c><00:00:45.450><c> hosted</c><00:00:45.810><c> by</c>

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the meetups that were being hosted by
 

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the meetups that were being hosted by
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Alexa and we also then learned that we
 

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Alexa and we also then learned that we
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actually live pretty close together and
 

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actually live pretty close together and
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I have you know just been attending
 

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I have you know just been attending
meetups<00:00:53.130><c> and</c><00:00:53.400><c> going</c><00:00:53.730><c> to</c><00:00:53.790><c> scale</c><00:00:54.030><c> by</c><00:00:54.150><c> the</c><00:00:54.210><c> bay</c>

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meetups and going to scale by the bay
 

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meetups and going to scale by the bay
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ever since you know so I always think
 

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ever since you know so I always think
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it's one of my favorite conferences to
 

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it's one of my favorite conferences to
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go to because a lot of people I know go
 

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go to because a lot of people I know go
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to this conference and you really hear
 

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to this conference and you really hear
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the the kind of cutting edge of what's
 

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the the kind of cutting edge of what's
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happening in the industry my favorite
 

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happening in the industry my favorite
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part about my talk is it's it's really
 

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part about my talk is it's it's really
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about weighing the costs and benefits of
 

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about weighing the costs and benefits of
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something before you fully dive into it
 

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something before you fully dive into it
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and put all your you know your eggs in
 

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and put all your you know your eggs in
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that basket so in particular my talks
 

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that basket so in particular my talks
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about whether or not SPARC is a good
 

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about whether or not SPARC is a good
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addition to your stack especially if
 

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addition to your stack especially if
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Cassandra is already part of it and I
 

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Cassandra is already part of it and I
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like to talk about the the primary costs
 

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like to talk about the the primary costs
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and benefits that you can get from
 

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and benefits that you can get from
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including SPARC so one thing that people
 

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including SPARC so one thing that people
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don't like to think about sometimes
 

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don't like to think about sometimes
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because it's fun to get the new toy and
 

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because it's fun to get the new toy and
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get it involved as quickly as you can is
 

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get it involved as quickly as you can is
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there might be alternative solutions to
 

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there might be alternative solutions to
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the same problems that are cheaper to
 

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the same problems that are cheaper to
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maintain easier to build and easier to
 

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maintain easier to build and easier to
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yeah<00:02:02.810><c> so</c><00:02:03.020><c> since</c><00:02:03.260><c> I</c><00:02:03.410><c> work</c><00:02:03.620><c> on</c><00:02:03.860><c> the</c><00:02:04.280><c> integration</c>

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yeah so since I work on the integration
 

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yeah so since I work on the integration
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between spark and Cassandra and we're
 

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between spark and Cassandra and we're
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really a business-to-business sort of
 

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really a business-to-business sort of
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organization what I do is basically try
 

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organization what I do is basically try
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to broaden the market of people who can
 

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to broaden the market of people who can
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work with Cassandra because all by
 

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work with Cassandra because all by
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itself Cassandra is an amazing OLTP
 

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itself Cassandra is an amazing OLTP
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database distributed it's got a lot of
 

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database distributed it's got a lot of
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fault tolerance and resilience but it
 

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fault tolerance and resilience but it
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doesn't have the analytics tools that a
 

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doesn't have the analytics tools that a
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lot of people required to do other
 

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lot of people required to do other
things<00:02:26.540><c> with</c><00:02:26.720><c> their</c><00:02:26.870><c> data</c><00:02:27.050><c> so</c><00:02:27.680><c> I</c><00:02:27.710><c> like</c><00:02:28.220><c> being</c>

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things with their data so I like being
 

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things with their data so I like being
able<00:02:28.700><c> to</c><00:02:28.880><c> help</c><00:02:29.240><c> broaden</c><00:02:29.870><c> that</c><00:02:30.080><c> that</c><00:02:30.530><c> market</c>

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able to help broaden that that market
 

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able to help broaden that that market
allow<00:02:31.280><c> people</c><00:02:31.580><c> who</c><00:02:31.790><c> never</c><00:02:32.750><c> thought</c><00:02:33.140><c> they</c>

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allow people who never thought they
 

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allow people who never thought they
could<00:02:33.350><c> do</c><00:02:33.590><c> a</c><00:02:33.620><c> certain</c><00:02:33.890><c> thing</c><00:02:34.010><c> with</c><00:02:34.430><c> their</c>

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could do a certain thing with their
 

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could do a certain thing with their
Cassandra<00:02:35.000><c> data</c><00:02:35.180><c> suddenly</c><00:02:35.750><c> get</c><00:02:35.930><c> open</c><00:02:36.260><c> to</c><00:02:36.380><c> a</c>

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Cassandra data suddenly get open to a
 

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Cassandra data suddenly get open to a
whole<00:02:36.740><c> new</c><00:02:36.920><c> world</c><00:02:37.160><c> of</c><00:02:37.430><c> all</c><00:02:37.670><c> the</c><00:02:37.850><c> possibilities</c>

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whole new world of all the possibilities
 

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whole new world of all the possibilities
that<00:02:38.510><c> spark</c><00:02:38.990><c> allows</c>

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[Music]

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[Music]
 

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[Music]
so<00:02:48.910><c> one</c><00:02:49.060><c> of</c><00:02:49.090><c> the</c><00:02:49.209><c> talks</c><00:02:49.420><c> that</c><00:02:49.510><c> I</c><00:02:49.569><c> really</c>

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so one of the talks that I really
 

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so one of the talks that I really
enjoyed<00:02:50.170><c> today's</c><00:02:50.410><c> I</c><00:02:50.560><c> learned</c><00:02:50.740><c> a</c><00:02:50.800><c> lot</c><00:02:50.920><c> about</c>

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enjoyed today's I learned a lot about
 

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enjoyed today's I learned a lot about
Scala<00:02:51.520><c> bridge</c><00:02:51.790><c> there</c><00:02:52.060><c> was</c><00:02:52.090><c> a</c><00:02:52.209><c> talk</c><00:02:52.930><c> on</c><00:02:52.959><c> how</c><00:02:53.200><c> to</c>

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Scala bridge there was a talk on how to
 

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Scala bridge there was a talk on how to
enhance<00:02:54.220><c> diversity</c><00:02:54.400><c> and</c><00:02:55.000><c> strengthen</c><00:02:55.630><c> the</c>

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enhance diversity and strengthen the
 

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enhance diversity and strengthen the
Scala<00:02:55.959><c> community</c><00:02:56.530><c> and</c><00:02:57.000><c> one</c><00:02:58.000><c> thing</c><00:02:58.180><c> that</c><00:02:58.209><c> I</c>

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Scala community and one thing that I
 

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Scala community and one thing that I
always<00:02:58.660><c> feel</c><00:02:59.230><c> like</c><00:02:59.290><c> I</c><00:02:59.620><c> need</c><00:02:59.650><c> to</c><00:02:59.800><c> be</c><00:02:59.980><c> doing</c>

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always feel like I need to be doing
 

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always feel like I need to be doing
better<00:03:00.310><c> at</c><00:03:00.580><c> is</c><00:03:00.819><c> finding</c><00:03:01.390><c> more</c><00:03:01.810><c> folks</c><00:03:02.200><c> who</c><00:03:02.470><c> are</c>

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better at is finding more folks who are
 

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better at is finding more folks who are
just<00:03:02.980><c> entering</c><00:03:03.450><c> into</c><00:03:04.450><c> programming</c><00:03:04.959><c> and</c>

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just entering into programming and
 

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just entering into programming and
helping<00:03:05.590><c> them</c><00:03:05.770><c> get</c><00:03:06.069><c> a</c><00:03:06.130><c> better</c><00:03:06.270><c> understanding</c>

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helping them get a better understanding
 

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helping them get a better understanding
of<00:03:07.390><c> what</c><00:03:07.630><c> the</c><00:03:07.870><c> industry</c><00:03:08.080><c> actually</c><00:03:08.319><c> looks</c><00:03:08.739><c> like</c>

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of what the industry actually looks like
 

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of what the industry actually looks like
and<00:03:09.160><c> what</c><00:03:10.030><c> it's</c><00:03:10.180><c> like</c><00:03:10.390><c> to</c><00:03:10.600><c> be</c><00:03:10.630><c> a</c><00:03:10.750><c> programmer</c>

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and what it's like to be a programmer
 

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and what it's like to be a programmer
and<00:03:11.560><c> building</c><00:03:12.340><c> those</c><00:03:12.459><c> initial</c><00:03:12.880><c> skills</c><00:03:13.180><c> and</c>

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and building those initial skills and
 

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and building those initial skills and
confidence<00:03:13.930><c> so</c><00:03:13.989><c> that</c><00:03:14.110><c> they</c><00:03:14.350><c> can</c><00:03:14.500><c> hopefully</c>

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confidence so that they can hopefully
 

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confidence so that they can hopefully
someday<00:03:15.459><c> be</c><00:03:15.610><c> speaking</c><00:03:16.060><c> at</c><00:03:16.180><c> a</c><00:03:16.209><c> conference</c><00:03:16.390><c> just</c>

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someday be speaking at a conference just
 

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someday be speaking at a conference just
like<00:03:17.260><c> this</c>

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like this
 

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like this
[Music]

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[Music]
 

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[Music]
so<00:03:26.910><c> professionally</c><00:03:27.720><c> a</c><00:03:27.750><c> thing</c><00:03:27.960><c> I'm</c><00:03:28.080><c> most</c>

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so professionally a thing I'm most
 

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so professionally a thing I'm most
excited<00:03:28.410><c> about</c><00:03:29.130><c> is</c><00:03:29.490><c> this</c><00:03:29.760><c> is</c><00:03:29.880><c> a</c><00:03:29.910><c> little</c>

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excited about is this is a little
 

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excited about is this is a little
technically<00:03:30.720><c> deep</c><00:03:31.140><c> and</c><00:03:31.410><c> probably</c><00:03:31.800><c> doesn't</c>

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technically deep and probably doesn't
 

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technically deep and probably doesn't
have<00:03:32.160><c> a</c><00:03:32.190><c> lot</c><00:03:32.340><c> of</c><00:03:32.370><c> relevance</c><00:03:32.910><c> to</c><00:03:33.090><c> a</c><00:03:33.120><c> lot</c><00:03:33.270><c> of</c>

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have a lot of relevance to a lot of
 

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have a lot of relevance to a lot of
people<00:03:33.630><c> but</c><00:03:33.780><c> spark</c><00:03:34.140><c> is</c><00:03:34.290><c> coming</c><00:03:34.620><c> out</c><00:03:34.740><c> with</c><00:03:34.860><c> the</c>

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people but spark is coming out with the
 

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people but spark is coming out with the
new<00:03:35.070><c> API</c><00:03:35.270><c> called</c><00:03:36.270><c> datastore</c><00:03:36.810><c> data</c><00:03:37.200><c> source</c><00:03:37.500><c> v2</c>

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new API called datastore data source v2
 

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new API called datastore data source v2
and<00:03:38.520><c> data</c><00:03:39.090><c> source</c><00:03:39.330><c> v2</c><00:03:39.840><c> really</c><00:03:40.740><c> enables</c><00:03:41.520><c> end</c>

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and data source v2 really enables end
 

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and data source v2 really enables end
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databases or systems connecting to spark
 

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databases or systems connecting to spark
a<00:03:45.990><c> much</c><00:03:46.500><c> greater</c><00:03:47.070><c> range</c><00:03:47.580><c> of</c><00:03:47.880><c> capability</c><00:03:48.570><c> these</c>

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a much greater range of capability these
 

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a much greater range of capability these
sorts<00:03:49.470><c> of</c><00:03:49.530><c> things</c><00:03:49.770><c> that</c><00:03:49.860><c> you</c><00:03:50.010><c> can</c><00:03:50.160><c> start</c><00:03:50.430><c> doing</c>

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sorts of things that you can start doing
 

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sorts of things that you can start doing
while<00:03:51.150><c> communicating</c><00:03:51.450><c> with</c><00:03:51.900><c> spark</c><00:03:52.200><c> are</c><00:03:52.410><c> being</c>

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while communicating with spark are being
 

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while communicating with spark are being
greatly<00:03:53.160><c> expanded</c><00:03:53.970><c> the</c><00:03:54.120><c> interactions</c>

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greatly expanded the interactions
 

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greatly expanded the interactions
between<00:03:55.170><c> catalogs</c><00:03:55.950><c> and</c><00:03:56.160><c> other</c><00:03:56.310><c> databases</c><00:03:56.550><c> and</c>

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between catalogs and other databases and
 

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between catalogs and other databases and
sparks<00:03:57.690><c> on</c><00:03:57.900><c> catalogue</c><00:03:58.440><c> are</c><00:03:58.590><c> becoming</c>

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sparks on catalogue are becoming
 

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sparks on catalogue are becoming
pluggable<00:04:00.150><c> there</c><00:04:00.810><c> are</c><00:04:00.959><c> budget</c><00:04:01.140><c> and</c><00:04:01.500><c> there</c><00:04:01.590><c> are</c>

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pluggable there are budget and there are
 

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pluggable there are budget and there are
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a lot of differences in how spark
 

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a lot of differences in how spark
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recognizes the partitioning and
 

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recognizes the partitioning and
clustering<00:04:04.980><c> of</c><00:04:05.070><c> external</c><00:04:05.490><c> data</c><00:04:05.670><c> sources</c><00:04:06.030><c> as</c>

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clustering of external data sources as
 

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clustering of external data sources as
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well as better integration for streaming
 

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well as better integration for streaming
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and things like that so I'm really
 

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and things like that so I'm really
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excited that that's about to become full
 

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excited that that's about to become full
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mainstream and I'm excited to be working
 

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mainstream and I'm excited to be working
on<00:04:14.640><c> our</c><00:04:14.670><c> own</c><00:04:14.790><c> connector</c><00:04:15.480><c> that's</c><00:04:15.690><c> going</c><00:04:15.840><c> to</c>

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on our own connector that's going to
 

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on our own connector that's going to
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utilize that new API I mean my favorite
 

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utilize that new API I mean my favorite
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part about scale by the bay is really
 

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part about scale by the bay is really
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all of the super intelligent welcoming
 

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all of the super intelligent welcoming
people<00:04:33.300><c> who</c><00:04:33.660><c> are</c><00:04:33.780><c> here</c><00:04:34.110><c> I</c><00:04:34.260><c> mean</c><00:04:34.410><c> when</c><00:04:34.530><c> you</c><00:04:34.680><c> when</c>

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people who are here I mean when you when
 

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people who are here I mean when you when
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you're at this conference it always
 

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you're at this conference it always
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feels like you can ask a question of
 

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feels like you can ask a question of
anybody<00:04:39.360><c> and</c><00:04:39.570><c> suddenly</c><00:04:40.290><c> learn</c><00:04:40.530><c> a</c><00:04:40.800><c> whole</c><00:04:41.250><c> lot</c>

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anybody and suddenly learn a whole lot
 

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anybody and suddenly learn a whole lot
of<00:04:41.520><c> new</c><00:04:41.729><c> things</c><00:04:42.030><c> or</c><00:04:42.360><c> if</c><00:04:42.540><c> you're</c><00:04:42.660><c> confused</c>

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of new things or if you're confused
 

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of new things or if you're confused
about<00:04:43.229><c> something</c><00:04:43.770><c> in</c><00:04:43.979><c> the</c><00:04:44.040><c> industry</c><00:04:44.400><c> a</c><00:04:44.430><c> new</c>

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about something in the industry a new
 

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about something in the industry a new
trend<00:04:44.970><c> or</c><00:04:45.240><c> something</c><00:04:45.570><c> like</c><00:04:45.690><c> that</c><00:04:45.979><c> everyone</c><00:04:46.979><c> is</c>

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trend or something like that everyone is
 

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trend or something like that everyone is
always<00:04:47.310><c> ready</c><00:04:47.640><c> to</c><00:04:47.729><c> talk</c><00:04:48.060><c> and</c><00:04:48.419><c> explain</c><00:04:48.510><c> why</c>

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always ready to talk and explain why
 

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always ready to talk and explain why
something<00:04:49.800><c> is</c><00:04:50.010><c> important</c><00:04:50.490><c> now</c><00:04:50.700><c> or</c><00:04:50.970><c> why</c><00:04:51.150><c> they</c>

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something is important now or why they
 

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something is important now or why they
don't<00:04:51.510><c> think</c><00:04:51.720><c> something</c><00:04:52.020><c> is</c><00:04:52.140><c> important</c><00:04:52.590><c> so</c>

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don't think something is important so
 

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don't think something is important so
it's<00:04:52.919><c> it's</c><00:04:53.220><c> a</c><00:04:53.310><c> great</c><00:04:53.430><c> place</c><00:04:53.790><c> to</c><00:04:54.030><c> come</c><00:04:54.240><c> and</c>

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it's it's a great place to come and
 

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it's it's a great place to come and
learn<00:04:54.570><c> about</c><00:04:55.470><c> things</c><00:04:55.740><c> that</c><00:04:55.890><c> aren't</c><00:04:56.160><c> widely</c>

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learn about things that aren't widely
 

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learn about things that aren't widely
talked<00:04:57.450><c> about</c><00:04:57.810><c> so</c><00:04:58.320><c> I</c><00:04:58.620><c> really</c><00:04:59.280><c> appreciate</c><00:04:59.669><c> that</c>

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talked about so I really appreciate that
 

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talked about so I really appreciate that
about<00:05:00.030><c> it</c><00:05:00.360><c> and</c><00:05:00.510><c> I</c><00:05:00.900><c> do</c><00:05:01.229><c> wish</c><00:05:01.500><c> the</c><00:05:01.680><c> conference</c>

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about it and I do wish the conference
 

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about it and I do wish the conference
was<00:05:02.340><c> closer</c><00:05:02.700><c> I</c><00:05:02.850><c> live</c><00:05:03.330><c> in</c><00:05:03.450><c> New</c><00:05:03.540><c> Orleans</c><00:05:03.690><c> now</c><00:05:04.110><c> so</c>

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was closer I live in New Orleans now so
 

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was closer I live in New Orleans now so
what<00:05:04.590><c> I</c><00:05:04.620><c> would</c><00:05:04.740><c> like</c><00:05:05.010><c> is</c><00:05:05.070><c> should</c><00:05:05.850><c> be</c><00:05:05.940><c> hosted</c><00:05:06.300><c> in</c>

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what I would like is should be hosted in
 

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what I would like is should be hosted in
New<00:05:06.510><c> Orleans</c><00:05:06.900><c> but</c><00:05:07.140><c> outside</c><00:05:07.560><c> of</c><00:05:07.620><c> that</c><00:05:07.800><c> I</c><00:05:08.250><c> really</c>

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New Orleans but outside of that I really
 

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New Orleans but outside of that I really
enjoy<00:05:09.180><c> coming</c><00:05:09.810><c> to</c><00:05:09.930><c> the</c><00:05:09.990><c> conference</c>

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enjoy coming to the conference
 

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enjoy coming to the conference
[Music]