Merken
Taming Rich GML With stETL, A Lightweight Python Framework For Geospatial ETL
Automatisierte Medienanalyse
Diese automatischen Videoanalysen setzt das TIB|AV-Portal ein:
Szenenerkennung — Shot Boundary Detection segmentiert das Video anhand von Bildmerkmalen. Ein daraus erzeugtes visuelles Inhaltsverzeichnis gibt einen schnellen Überblick über den Inhalt des Videos und bietet einen zielgenauen Zugriff.
Texterkennung – Intelligent Character Recognition erfasst, indexiert und macht geschriebene Sprache (zum Beispiel Text auf Folien) durchsuchbar.
Spracherkennung – Speech to Text notiert die gesprochene Sprache im Video in Form eines Transkripts, das durchsuchbar ist.
Bilderkennung – Visual Concept Detection indexiert das Bewegtbild mit fachspezifischen und fächerübergreifenden visuellen Konzepten (zum Beispiel Landschaft, Fassadendetail, technische Zeichnung, Computeranimation oder Vorlesung).
Verschlagwortung – Named Entity Recognition beschreibt die einzelnen Videosegmente mit semantisch verknüpften Sachbegriffen. Synonyme oder Unterbegriffe von eingegebenen Suchbegriffen können dadurch automatisch mitgesucht werden, was die Treffermenge erweitert.
Erkannte Entitäten
Sprachtranskript
00:00
by tabling which has said that mean stealing from the rich human give to the poor results of could be taking the play but that is something that sustainable and which is likely to buy the framework for geospatial into that all
00:17
the good about myself from independent open-source you spatial professional and and and that like most of the secretary of the Ohuruogo chapter in the in loans and and a member of the Dutch opened you cope aeration of independence and professionals in a local providing sausages spatial superb but and this is something so I like to do a much better time playing with by and blessed but out of the show
00:51
stabbed and project because you want to solve problems in this case again we have a problem and the problem with
01:02
the rich Jinmao problem and and we say which G Amalita's wanted but would not decided to the developer of the Greek because they don't talk about complexity amount that some of the negative which may be sent to follow the early this disrupted which not
01:22
about original context mesh I could say about the big of applications scheme and out course the design for the new breed in tools like supplies are taken the the push of a button some scheme not is generated said
01:43
probably several of the scheme us and not the date defences against by a window and next N scheme mass but also many of the Dutch national datasets in several countries use and an application to the mass or some other form of complex it BigSim also in the knowledge that National datasets in Germany the mesh datasets an adjustment that you can be a last is also for what it Tumelty and apparently complex Mark events that are set up to give the
02:24
impression of a talk about this is that addresses this is the and Applications scheme and this is what I've would also my Jim Melott 6 2 with the Jews and then spaces and well lots of events and what you see also is a sort of arbitrary and now like you could be a multiple of those elements of of the same elements of nested elements Edmund implicit 6 weeks said and look at despite for
02:59
instance this part of the NHS by the playing of the elements here but this is the street name only opened via the Soviet by smaller 1 of the most more complex models amid and that would be like a Street number and and a place but some of it is actually discrete 9 and assault a over their consent up its said part of demanded but we want to to do something
03:35
useful with this blitzing make a map maggot Yokota of the addresses the and we have to deal with complex mobile transformations and not only sad models
03:48
complexes but that it's a a very huge files like talk about gigabytes of files files and
03:57
so this part of the debt that is really downloaded you get all the fictional files and that
04:04
means that millions of objects and later
04:08
millions of elements
04:11
said due to transport to do something useful like like them in database to making that we need
04:20
spatially so what are the options are this out
04:29
1 approach cost to write programs for each data try to answer in some cases of shame working works and but
04:40
was a good look at the open sought to special wealthiest several high level tools NYTimes flybmi tools for the we can sort of the said out the transformation Spasojevic Edelman admitting that we know to to some of you don't specialise and this week of recovered also about had a lot of projects from the book of the year to go to was which but it seems to me very much improved and if you sort of on a surge of pride the semi night at also tried but I'm a sort of power and speed
05:19
Unix on plans had contacted close to the island and the size of some of my favourite tools at so that says if you if you you have to confirm a shake post yet would use the job what may shape to be just growl and but did each of these stories salty someone not milieu which so what the police said that the strong makes a mountain of smell scheme hour anything else imposes with problem each of these tools very volatile but can go through the whole thing if you are in the mix and just use Bojado job me to do that has said in the transformation steps
06:09
said and this also came out of the house on the edge of the city this so so the question is how to combine each individual very powerful tools and that from now on and will be somewhere women the next just not talking and said in
06:31
this game out of the research in some of the year in spite but it said it in the best in Europe during the context several people a year in the UK from an uncertain and said that we would say that there was this multistep approach that saying to could prevent that was exploded into a shape Fulham at the end of the phone Gelato shut views simple feature Jinmao file and sympathy to the amount that could be translated by a and then we could be generated by makes 1 Jinmao and we use at this level which part of the degree to set loaded into by database but that was sort of script was but had he didn't scale-out said a friend that as it had to combine
07:27
these tools and the answer is basically and that applies into the equation and the UK which has written about so that the new study by the middle of sons and you spatial world because integrate told the existing of said and this is really what it
07:49
said was about in the sense of that it combines the basic tools
07:56
and the and the and the abbreviation is set about return like this thing in the expected with capitals and it's about simple streaming spatial speedy into that's what records
08:12
tries to stand for set and is basically from the and buckets of Jinmao France's into 1st yes and and was introduced to the beautiful match because she chose to make his special Conference or and you could standard not just about the only Jinmao into both she that's 1 of the scenarios said should show that
08:39
here is disguised amazing is also in the context of also be used some of that to lead to produce and demographic maps of the cities in the world that combining the demographic and and the state building data Standard Cuba's of cost so what and stable
09:03
concept accuse quite
09:06
simple if you have multiple transformations that you go from 1 sauce to a destination targets it said that like that money to meet boats and and several failed to press as the day that this is still quite a stretch the Prince an improved could be Jinmao following up but yes and then and will go for several 1 or more of those and and jumped into the site but that this is run by the
09:39
sort of triplets Opel also you could have some kind Jinmao leader model and then that would it sends out tumult your acuity and other model in the UK to the US he said that the state is in
09:59
spite of all of whom showed earlier and Princess that could also be already in the post yesterday based on Gelato justice Woolwich and command line that were which is integrated and which data data its but it produced a simple features such as the continuous at ICCS Simao streams and and a society would be used to add create complex figures showed that the group is now so it's not just about reading stuffing to boast at added that
10:41
specific it's still a little bit that cheques and said that
10:46
it's a little bit like Ant Lago you can just go next anything to anything at as crosses distinguishing up which are compatible so this right through June of how good the and the Prince and
10:59
replaced by the degree writers which should specific model model which right into in this case an agreeable Chtaura but it does also not put lactiflora W 1st published directly to the world to do so that the adjustment
11:19
and so this is really work in the field shoppe a 2nd
11:26
examples so we have some random file who will be applied to the silver and reusable judge what you're up to produce a should said
11:40
sometimes you get this kind of random makes a mouse it's not not feature by its just 6 Melott has dimension to coordinate and said it could run out Gelato geometry with them for a couple of clever command building but as the some Sunday to to convert that we have an excellent
12:03
model in the UK should stay component in instead and
12:07
then we produce an exotic difficult to create the strongest to simple features of juvenile so and it is up to the
12:17
idea that some criticism on only to stop the but this very very powerful when you want to add transfer 1 basically 3 occasional scheme to another scheme us this simple places at the script for the state the inside of and and produced
12:40
out and geography to collection which the 2 collections so we find saying that places Amsterdam but then this is it throughout the to
12:53
Jinmao so this into this
12:59
said that the comes out of the ashes
13:01
of the filter so once we have a simple features a Jinmao but the applied algae are Jodie are than the usual 3 anybody who do not its estate said analysis all group to get style is
13:19
based on over Gration file so you don't have to programs that would be nothing that don't have to consider that the transformation in the translation is so that train is a specified integration and it's a simple 5 from taking file and you can find it in a meeting with the US but also in price and is used a lot so basically the that saying that a such as recession called in to help him get began multiple choice and this is 1 changes to the England extremophiles going through to the society and the up to the judge and the sort of identified the switch to sections further up the file so it predicts about this section and as you can see that the specific components for assessing the unit is that identified by cost and then there are his parameters for their clubs and across the component Chodorov book like million
14:36
is a components and its
14:37
specified here as a prediction of file an issue to fight by pointing to a specific would file LeCrone Luciella compiler metallised that as well as society is a component here and at the script and the script is to make sure Stofile and protracted you can justify a regular but yokel to UK among which is nice because it said that this is not the basically group together to use a different tools and it should be open to the ocean Foulser local has could be more expensive this is vision Workshop at
15:20
around the same basic amount lined up to local stable and and the which was about configuration with my she options and that the producer of the new schools to
15:33
be is the results of a tree
15:38
set standards and the guides and so it's needs that its critic in the install feel Standard Life and the best place like by an equity index of that to instal staple it's not pedestrian or other packages and those of the US and the and the Linux that this is very trivial to instal these dependencies some of modern windows and said talked
16:11
about so speed as well or the about also as part of as the tools to streaming thing because you come out and say if you 200 in a year and the megabyte a commodified is cannot pasta memory and cost from something like documents cells medicines and and stunning without intermediate storage
16:36
and asset sales calls by native libraries she libraries of the Texas to fictional too far Standard libraries Linux so it is speed optimized automated and and each
16:54
of these include assaulted components search auctions now and then but you are also a able to write your own food
17:05
so from now that this is a little bit of 5 million should show some CODE but if you want
17:12
to add to on component here as filter you can specify the continent in the early integration file and then that is a particular trampled just potential stand up with the cost undertaking up so your for those who to implement new invoke methods and then get back in the thick of things data and the and the status
17:39
said OK but this exchange between East components we still does not do is to make a but it's a feature my internal future while its stationary close to feature information that comes out of the different tools and where necessary the along among them translated to another 4 months so that this is the trade off is that by the that version of a picture well-documented a document and stream as that of a large document and smell streams and then you can specified which points in the pound in the future should make a documentary in the huge amount all into multiple small documents but you could use it to the element history that individual features
18:40
and so and that's not to say that components to do a degree integration especially to write degree France's bookstore would or the flow of a full set of degree or standard to justice and that the 1st he
18:58
said as to what sort of new places were establish widest for and inspired transformation sought to generate harmonise data and that is through to the national team elevated mostly in both and this is
19:20
not expensive example Francisco and which is the national Bychkova datasets and is now extensified refugee multiple at change with his for initialisation setting up a database you can also use the and all these but the can be substituted on climate Stoke among so it's not talk about code of on again off should
19:46
show match and also
19:49
recently would be Jedi where he took a couple of hours and then we could really do Majedie into both he and this is what stands
20:02
Adam probably won't go into details about that this is as real as the using a should status and that is the day strike this which offered to effeminacy recently that about half year and still struggling so bad
20:23
said the status and so it's not a full fledged rather but still in the development of caution that why most presenting here to see the show some of the results of its own to feedback but you couldn't say already feel like by the documentation this would be to go and that the real translations so it is told
20:53
I'd like stood there from the about a lot of medals blue news of the
21:01
victory went had questions of the it stands with a local woman for it and that the board is not as much several but disappointing libraries and realist find this problem earnings following something with 5 and windows but and that several options starting think in documentation of pointed to a portable and that actually made by Joe Cook with around here in she in organisation of Kennedy was the stick with over at the end of versions of the basic Leo produced and you can run the without installing the and that's very very powerful taken Guppy that would directory for instance and initialised that ones and so that the 1st step and and then you already of G Dolangi built by combining said even of she of thinking Oh scripts both and so you don't have to instal a Cisco potable the the 1st half of all to the good news is you for Windows where the something called used the Jesus well the board will gesture with some of the players so there you have it all open it can also be but will it be to animals have full year by higher now here we have here you from Jim amount 2 the at ICCS assaulting on the it is about without W fastidious basically a container you know about the beauty of the the that had actually took the lead across the UK not is to 3 lines of code of despite the and has been and and in the other transformation she rejected large amount just like you would central file than and the last at the degree of 50 riders will will take those Gemayel features and but that in a template and that's the difficult content for the W of but is instead feature will a long 1 in search and had as 1 of the established players history and but you can't have the stream or stream petition extreme into manageable elements so you could say idle W Fast I for 1 am pretend features for or but you could also say that the stream to demonstrate of degree of overstated gigabyte of humour and so the several Chincha but that is another approach radio still come and in Seattle the dedicated to to and and not output to bed in the independent of the input of some of the best TV models and a where how the other entomologist produced but it gets to documents on all members but the document could be of lot the American double flying I'd didn't understand winter cost his not at by him now all that publishers scalable worries about the player but it is usually it's the station in the city or so to the question is if you would like to validation where we were Djibouti stepped into the strain of buses and and actually destination mouth validated component and the place offered a assaulting step that produce full of documents in the pocket scheme for instance and the nice thing about the way that it commercialises wants to to get all the existing so the from the internet and the it validates each but by that uses only done testing because it take child before means to validate each and every time the Mets echolalic this is allowed to see the goal worth allegations that bought can thinking the slogan for the
00:00
Resultante
Open Source
Stellenring
Framework <Informatik>
Stochastische Abhängigkeit
Open Source
Stochastische Abhängigkeit
Computeranimation
00:47
Projektive Ebene
Softwareentwickler
Computeranimation
01:22
Bildschirmfenster
Ablöseblase
Ruhmasse
Nummerung
Polygonnetz
Kartesische Koordinaten
Kontextbezogenes System
Ereignishorizont
Computeranimation
02:22
URN
Element <Mathematik>
Adressraum
Zahlenbereich
Nummerung
Kartesische Koordinaten
Gebäude <Mathematik>
Element <Mathematik>
Marketinginformationssystem
Ereignishorizont
Raum-Zeit
Computeranimation
Sinusfunktion
Multi-Tier-Architektur
Multiplikation
Parkettierung
Adressraum
Mereologie
Skript <Programm>
Messprozess
Warping
Identifizierbarkeit
Instantiierung
03:33
Mapping <Computergraphik>
Informationsmodellierung
Elektronische Publikation
Transformation <Mathematik>
Adressraum
Transformation <Mathematik>
Elektronische Publikation
Computeranimation
Informationsmodellierung
03:55
Objekt <Kategorie>
Objekt <Kategorie>
Arithmetisches Mittel
Transformation <Mathematik>
Datenhaltung
Mereologie
Element <Gruppentheorie>
Element <Mathematik>
Computeranimation
04:19
Optimierung
Computeranimation
Konfiguration <Informatik>
04:39
Inklusion <Mathematik>
Automatische Handlungsplanung
Nummerung
Übergang
Transformation <Mathematik>
Quick-Sort
Computeranimation
Übergang
Lesezeichen <Internet>
Prozess <Informatik>
Ablöseblase
Mixed Reality
Projektive Ebene
06:09
Shape <Informatik>
Sichtenkonzept
Datenhaltung
Elektronische Publikation
Kontextbezogenes System
Quick-Sort
Computeranimation
Übergang
Skalierbarkeit
Minimalgrad
Mereologie
Ablöseblase
Skript <Programm>
Benutzerführung
07:25
Beobachtungsstudie
Gleichungssystem
Gleichungssystem
Computeranimation
07:55
Datensatz
Menge
Matching <Graphentheorie>
Streaming <Kommunikationstechnik>
Computeranimation
08:38
Mapping <Computergraphik>
Gebäude <Mathematik>
Kontextbezogenes System
Computeranimation
Aggregatzustand
09:04
Informationsmodellierung
Prozess <Informatik>
Ein-Ausgabe
Transformation <Mathematik>
PRINCE2
Quick-Sort
Computeranimation
Kette <Mathematik>
Aggregatzustand
09:56
Streaming <Kommunikationstechnik>
Bit
Gruppenkeim
ICC-Gruppe
Integraloperator
Figurierte Zahl
Computeranimation
Informationsmodellierung
10:45
Umwandlungsenthalpie
Informationsmodellierung
Bit
Minimalgrad
Rechter Winkel
Integraloperator
Computeranimation
Informationsmodellierung
11:18
Prozess <Informatik>
Hausdorff-Dimension
Gebäude <Mathematik>
Digitalfilter
Elektronische Publikation
Räumliche Anordnung
Computeranimation
Open Source
Datenfeld
Funktion <Mathematik>
Ein-Ausgabe
Kette <Mathematik>
Shape <Informatik>
12:00
PASS <Programm>
Nummerung
Wärmeübergang
Digitalfilter
Computeranimation
Portscanner
Font
Informationsmodellierung
Steifes Anfangswertproblem
Primzahlzwillinge
Ein-Ausgabe
Skript <Programm>
Zusammenhängender Graph
Punkt
Skript <Programm>
Aggregatzustand
Shape <Informatik>
12:40
Gruppenkeim
Digitalfilter
Steuerwerk
Computeranimation
Open Source
Funktion <Mathematik>
Einheit <Mathematik>
Chatten <Kommunikation>
Loop
Ein-Ausgabe
MIDI <Musikelektronik>
Analysis
Shape <Informatik>
Meta-Tag
13:17
Parametersystem
Elektronische Publikation
Wellenpaket
Prozess <Informatik>
Mathematisierung
Digitalfilter
Transformation <Mathematik>
Elektronische Publikation
Quick-Sort
Computeranimation
Integral
Einheit <Mathematik>
Funktion <Mathematik>
Verbandstheorie
Ein-Ausgabe
Translation <Mathematik>
Skript <Programm>
Zusammenhängender Graph
Garbentheorie
Integraloperator
Optimierung
Auswahlaxiom
Kette <Mathematik>
Shape <Informatik>
14:36
Umwandlungsenthalpie
Elektronische Publikation
Prozess <Informatik>
Compiler
Gruppenkeim
Digitalfilter
Elektronische Publikation
Computeranimation
Prognoseverfahren
Funktion <Mathematik>
Ein-Ausgabe
Skript <Programm>
Skript <Programm>
Zusammenhängender Graph
Integraloperator
Maschinelles Sehen
Konfigurationsraum
Shape <Informatik>
Kette <Mathematik>
15:31
Resultante
Netzwerktopologie
Schnelltaste
Menge
Automatische Indexierung
Bildschirmfenster
Installation <Informatik>
Elektronischer Programmführer
Computeranimation
Standardabweichung
16:09
Funktion <Mathematik>
Festspeicher
Ein-Ausgabe
Programmbibliothek
Zellularer Automat
Digitalfilter
Speicher <Informatik>
Systemaufruf
Computeranimation
16:52
Offene Menge
Bit
Parser
Digitalfilter
Objektklasse
Information
Elektronische Publikation
Dateiformat
Gerade
Konstruktor <Informatik>
Computeranimation
Integral
Netzwerktopologie
Komponente <Software>
Garbentheorie
Funktion <Mathematik>
Ein-Ausgabe
Ordnungsbegriff
Zusammenhängender Graph
Integraloperator
Streaming <Kommunikationstechnik>
Kette <Mathematik>
17:38
Punkt
Desintegration <Mathematik>
Versionsverwaltung
Schreiben <Datenverarbeitung>
Element <Mathematik>
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Computeranimation
Integral
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Komponente <Software>
Streaming <Kommunikationstechnik>
Minimalgrad
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Menge
Ein-Ausgabe
Zusammenhängender Graph
Information
Standardabweichung
18:56
Tabelle <Informatik>
Web Services
Datenhaltung
Mathematisierung
Element <Gruppentheorie>
Substitution
Digitalfilter
Transformation <Mathematik>
Dateiformat
Quick-Sort
Computeranimation
Datenhaltung
Zeichenkette
Open Source
Generator <Informatik>
Multiplikation
Funktion <Mathematik>
Generizität
Ein-Ausgabe
Parametersystem
Stokes-Integralsatz
Passwort
Kette <Mathematik>
19:44
Web Services
PROM
Prozess <Informatik>
Matching <Graphentheorie>
Adressraum
Wort <Informatik>
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Sichtenkonzept
Analysis
Computeranimation
Datenhaltung
20:22
Resultante
Rückkopplung
Translation <Mathematik>
Softwareentwickler
Computeranimation
21:00
Selbst organisierendes System
ICC-Gruppe
Versionsverwaltung
Transformation <Mathematik>
Element <Mathematik>
Code
Whiteboard
Computeranimation
Eins
Internetworking
Streaming <Kommunikationstechnik>
Informationsmodellierung
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Arbeitsplatzcomputer
Programmbibliothek
Skript <Programm>
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Gerade
Funktion <Mathematik>
Softwaretest
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Template
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Nummerung
Ein-Ausgabe
Konfiguration <Informatik>
Arithmetisches Mittel
Minimalgrad
Ablöseblase
Extreme programming
Verzeichnisdienst
Instantiierung
Metadaten
Formale Metadaten
Titel | Taming Rich GML With stETL, A Lightweight Python Framework For Geospatial ETL |
Serientitel | FOSS4G Nottingham 2013 |
Autor |
Broecke, Just van den (Just Objects B.V.)
|
Lizenz |
CC-Namensnennung - keine kommerzielle Nutzung - Weitergabe unter gleichen Bedingungen 3.0 Unported: Sie dürfen das Werk bzw. den Inhalt zu jedem legalen und nicht-kommerziellen Zweck nutzen, verändern und in unveränderter oder veränderter Form vervielfältigen, verbreiten und öffentlich zugänglich machen, sofern Sie den Namen des Autors/Rechteinhabers in der von ihm festgelegten Weise nennen und das Werk bzw. diesen Inhalt auch in veränderter Form nur unter den Bedingungen dieser Lizenz weitergeben |
DOI | 10.5446/15578 |
Herausgeber | FOSS4G, Open Source Geospatial Foundation (OSGeo) |
Erscheinungsjahr | 2013 |
Sprache | Englisch |
Produktionsort | Nottingham |
Inhaltliche Metadaten
Fachgebiet | Informatik |
Abstract | Data conversion combined with model and coordinate transformation from a source to a target datastore (files, databases) is a recurring task in almost every geospatial project. This proces is often refered to as ETL (Extract Transform Load). Source and/or target geo-data formats are increasingly encoded as GML (Geography Markup Language), either as flat records, so called Simple Features, but more and more using domain-specific, object oriented OGC/ISO GML Application Schema's. GML Application Schema's are for example heavily used within the INSPIRE Data Harmonization effort in Europe. Many National Mapping and Cadastral Agencies (NMCAs) use GML-encoded datasets as their bulk format for download and exchange and via Web Feature Services (WFSs). |
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