Query requires iterating over all vertices


Boxuan Li
 
Edited

The difference between “text” and “string” is explained here: https://docs.janusgraph.org/index-backend/text-search/
 
In short, “text” is for full-text search (tokenized search) capability while “string” is for whole string match. You can also take a look at https://codecurated.com/blog/elasticsearch-text-vs-keyword which explains Elasticsearch’s Text (corresponding to “text” in JanusGraph), and Keyword (corresponding to “string” in JanusGraph). The same applies to Lucene.
 
Speaking of your use case, has(“country”) is interpreted as a “TraversalFilter” step in Gremlin, different from has(“country”, “value”) which is interpreted as a “GraphStep”. JanusGraph only applied indexes when it saw a “GraphStep”. Starting from 0.6.0 (unreleased yet), indexes are also applied for “has(key)” steps. This is just FYI.
 
Best,
Boxuan


On Jul 24, 2021, at 2:23 AM, Laura Morales <lauretas@...> wrote:
Looks like this is because you are indexing your property as text. See https://docs.janusgraph.org/index-backend/text-search/#full-text-search_1

I believe the query has(“country", P.neq(null)) would work when you build your index as follows:

   addKey(country, Mapping.STRING.asParameter()).buildMixedIndex("search”)


or using Mapping.TEXTSTRING.

Moreover, if you try the unreleased version (on GitHub master branch), even your original query and setup should work.


Thank you so much! I was using the newest release, but compiling the lastest source (from main branch) did indeed fix the problem. Or at least I think it has, since I don't get any more warnings.
On the other hand I'm absolutely confused and I don't know what I'm doing. I'm new with Janus, and the process of creating these indexes seems overly complex. What's the difference between "text" and "string"? And why wasn't it working with the previous release?






Laura Morales <lauretas@...>
 

Looks like this is because you are indexing your property as text. See https://docs.janusgraph.org/index-backend/text-search/#full-text-search_1

I believe the query has(“country", P.neq(null)) would work when you build your index as follows:

addKey(country, Mapping.STRING.asParameter()).buildMixedIndex("search”)


or using Mapping.TEXTSTRING.

Moreover, if you try the unreleased version (on GitHub master branch), even your original query and setup should work.

Thank you so much! I was using the newest release, but compiling the lastest source (from main branch) did indeed fix the problem. Or at least I think it has, since I don't get any more warnings.
On the other hand I'm absolutely confused and I don't know what I'm doing. I'm new with Janus, and the process of creating these indexes seems overly complex. What's the difference between "text" and "string"? And why wasn't it working with the previous release?


Boxuan Li
 

Looks like this is because you are indexing your property as text. See https://docs.janusgraph.org/index-backend/text-search/#full-text-search_1

I believe the query has(“country", P.neq(null)) would work when you build your index as follows:

addKey(country, Mapping.STRING.asParameter()).buildMixedIndex("search”)

or using Mapping.TEXTSTRING.

Moreover, if you try the unreleased version (on GitHub master branch), even your original query and setup should work.

Best,
Boxuan

On Jul 23, 2021, at 4:56 PM, Laura Morales <lauretas@...> wrote:

Can you show the profile output? Just add .profile() to the end of your query.

$ ./bin/gremlin.sh
gremlin> graph = JanusGraphFactory.open("/graph/graph.properties")
gremlin> g = graph.traversal()
gremlin> g.V().has("country", P.neq(null)).values("country").dedup().order().limit(10).profile()
10:50:56 WARN  org.janusgraph.graphdb.transaction.StandardJanusGraphTx  - Query requires iterating over all vertices [(country <> null)]. For better performance, use indexes
==>Traversal Metrics
Step                                                               Count  Traversers       Time (ms)    % Dur
=============================================================================================================
JanusGraphStep([],[country.neq])                                    3374        3374         456.651    73.93
   \_condition=(country <> null)
   \_orders=[]
   \_isFitted=false
   \_isOrdered=true
   \_query=[]
 optimization                                                                                 0.054
 optimization                                                                                 0.888
 scan                                                                                         0.000
   \_query=[]
   \_fullscan=true
   \_condition=VERTEX
JanusGraphPropertiesStep([country],value)                           3374        3374         149.024    24.13
   \_condition=type[country]
   \_orders=[]
   \_isFitted=true
   \_isOrdered=true
   \_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811cc87d
   \_vertices=1
 optimization                                                                                 0.077
 optimization                                                                                 0.022
 optimization                                                                                 0.005
 optimization                                                                                 0.004
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 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.008
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.005
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.006
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.010
 optimization                                                                                 0.006
 optimization                                                                                 0.004
 optimization                                                                                 0.025
 optimization                                                                                 0.005
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.005
 optimization                                                                                 0.005
 optimization                                                                                 0.004
 optimization                                                                                 0.011
 optimization                                                                                 0.009
 optimization                                                                                 0.004
 optimization                                                                                 0.008
 optimization                                                                                 0.004
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 optimization                                                                                 0.007
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 optimization                                                                                 0.005
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 optimization                                                                                 0.008
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 optimization                                                                                 0.008
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 optimization                                                                                 0.009
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 optimization                                                                                 0.006
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 optimization                                                                                 0.008
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 optimization                                                                                 0.005
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 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.007
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.178
 optimization                                                                                 0.028
 optimization                                                                                 0.007
 optimization                                                                                 0.005
 optimization                                                                                 0.005
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.013
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.005
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.005
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.008
 optimization                                                                                 0.004
 optimization                                                                                 0.006
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
 optimization                                                                                 0.004
DedupGlobalStep                                                      232         232          10.453     1.69
OrderGlobalStep                                                       11          11           1.418     0.23
RangeGlobalStep(0,10)                                                 10          10           0.140     0.02
TOTAL                     -           -         617.687        -







Laura Morales <lauretas@...>
 

I've tried with the graph of the gods (steps shown below), and the indexes seems to be persisted and working fine (don't see any warning when querying by name or age). So I guess I have some issue with the way I create the index on my database... but I really don't understand what it is. I've followed the documentation on how to create them.

My ".properties" file:
gremlin.graph=org.janusgraph.core.JanusGraphFactory
storage.backend=berkeleyje
storage.directory=/graph/db
index.search.backend=lucene
index.search.directory=/graph/index

$ ./bin/gremlin.sh
gremlin> graph = JanusGraphFactory.open("/graph/graph.properties")
gremlin> GraphOfTheGodsFactory.load(graph)
gremlin> mgmt = graph.openManagement()
gremlin> mgmt.printIndexes()
==>------------------------------------------------------------------------------------------------
Vertex Index Name | Type | Unique | Backing | Key: Status |
---------------------------------------------------------------------------------------------------
name | Composite | true | internalindex | name: ENABLED |
vertices | Mixed | false | search | age: ENABLED |
---------------------------------------------------------------------------------------------------
Edge Index (VCI) Name | Type | Unique | Backing | Key: Status |
---------------------------------------------------------------------------------------------------
edges | Mixed | false | search | reason: ENABLED |
| | | | place: ENABLED |
---------------------------------------------------------------------------------------------------
Relation Index | Type | Direction | Sort Key | Order | Status |
---------------------------------------------------------------------------------------------------
battlesByTime | battled | BOTH | time | desc | ENABLED |
---------------------------------------------------------------------------------------------------
 
 
 

Sent: Friday, July 23, 2021 at 10:43 AM
From: "Boxuan Li" <liboxuan@...>
To: janusgraph-users@...
Subject: Re: [janusgraph-users] Query requires iterating over all vertices

Can you show the profile output? Just add .profile() to the end of your query.


Laura Morales <lauretas@...>
 

Can you show the profile output? Just add .profile() to the end of your query.
$ ./bin/gremlin.sh
gremlin> graph = JanusGraphFactory.open("/graph/graph.properties")
gremlin> g = graph.traversal()
gremlin> g.V().has("country", P.neq(null)).values("country").dedup().order().limit(10).profile()
10:50:56 WARN org.janusgraph.graphdb.transaction.StandardJanusGraphTx - Query requires iterating over all vertices [(country <> null)]. For better performance, use indexes
==>Traversal Metrics
Step Count Traversers Time (ms) % Dur
=============================================================================================================
JanusGraphStep([],[country.neq]) 3374 3374 456.651 73.93
\_condition=(country <> null)
\_orders=[]
\_isFitted=false
\_isOrdered=true
\_query=[]
optimization 0.054
optimization 0.888
scan 0.000
\_query=[]
\_fullscan=true
\_condition=VERTEX
JanusGraphPropertiesStep([country],value) 3374 3374 149.024 24.13
\_condition=type[country]
\_orders=[]
\_isFitted=true
\_isOrdered=true
\_query=org.janusgraph.diskstorage.keycolumnvalue.SliceQuery@811cc87d
\_vertices=1
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optimization