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Comment: Notes from https://github.com/DSpace/DSpace/pull/2692

DSpace 1.6 and newer versions uses the Apache SOLR application underlying the statistics. SOLR enables performant searching and adding to vast amounts of (usage) data.
Unlike previous versions, enabling statistics in DSpace does not require additional installation or customization. All the necessary software is included.

...

What is exactly being logged ?

DSpace 1.6 and newer

After the introduction of the SOLR Statistics logging in DSpace 1.6, every pageview and file download is logged in a dedicated SOLR statistics core.DSpace 3.0 and newer

In addition to the already existing logging of pageviews and downloads, DSpace 3.0 now also logs search queries users enter in the DSpace search dialog and workflow events.

Warning
titleJSP UI Search Query loggingDSpace 7.0 does not yet support all features

In DSpace 7.0, only usage statistics (pageview, downloads) are logged.  Search statistics and workflow reports (which were available in v6) are not yet supported, but are both scheduled to be restored in a later 7.x release (currently 7.1 for workflow reports, and 7.2 for search statistics), see DSpace Release 7.0 StatusDue to the very recent addition of Discovery for search & faceted browsing in JSPUI, these search queries are not yet logged. Regular (non-discovery) search queries are being logged in JSP UI.


Warning
titleWorkflow Events logging

Only workflow events, initiated and executed by a physical user are being logged. Automated workflow steps or ingest procedures are currently not being logged by the workflow events logger.

...

Pageview and Download statistics

In the XMLUIUI, pageview and download statistics can be accessed from the lower end of the "Statistics" navigation menu . In the JSPUI, a view statistics button appears on the bottom of pages for which statistics are availablenear the header. That statistics page is "context aware", so it will show the usage statistics for whatever page (site, Community, Collection) you are currently on.

If you are not seeing these links or buttonsthe menu, it's likely that they are only enabled for administrators in your installation. Change the configuration parameter "authorization.admin.usage" in usage-statistics.cfg to false in order to make statistics visible for all repository visitors.

...

  • Total visits of the item
  • Total visits for the bitstreams attached to the item
  • Visits of the item over a timespan of the last 7 months
  • Top 10 country views from where the visits originate
  • Top 10 cities from where the visits originate

Search Query Statistics

In the XMLUI, search query statistics can be accessed from the lower end of the navigation menu.

If you are not seeing the link labelled "search statistics", it is likely that they are only enabled for administrators in your installation. Change the configuration parameter "authorization.admin.search" in usage-statistics.cfg to false in order to make statistics visible for all repository visitors.

The dropdown on top of the page allows you to modify the time frame for the displayed statistics.

The Pageviews/Search column tracks the amount of pages visited after a particular search term. Therefor a zero in this column means that after executing a search for a specific keyword, not a single user has clicked a single result in the list.

If you are using Discovery, note that clicking the facets also counts as a search, because clicking a facet sends a search query to the Discovery index.

Image Removed

Workflow Event Statistics

In the XMLUI, search query statistics can be accessed from the lower end of the navigation menu.

If you are not seeing the link labelled "Workflow statistics", it is likely that they are only enabled for administrators in your installation. Change the configuration parameter "authorization.admin.workflow" in usage-statistics.cfg to false in order to make statistics visible for all repository visitors.

The dropdown on top of the page allows you to modify the time frame for the displayed statistics.

Image Removed

Architecture

The DSpace Statistics Implementation is a Client/Server architecture based on Solr for collecting usage events in the JSPUI and XMLUI user interface applications of DSpace.  Solr runs as a separate webapplication and an instance of Apache Http Client is utilized to allow parallel requests to log statistics events into this Solr instance.

Configuration settings for Statistics

In the {dspace.dir}/config/modules/solr-statistics.cfg file review the following fields. These fields can be edited in place, or overridden in your own local.cfg config file (see Configuration Reference).

Warning
titleDSpace 7.0 does not yet support

Search query statistics are not supported in 7.0, but are scheduled to be released in a later 7.x release (currently 7.2), see DSpace Release 7.0 Status.

The below screenshots and instructions are for 6.x and will need updating for 7.x once this feature is completed.

In the UI, search query statistics can be accessed from the lower end of the navigation menu.

If you are not seeing the link labelled "search statistics", it is likely that they are only enabled for administrators in your installation. Change the configuration parameter "authorization.admin.search" in usage-statistics.cfg to false in order to make statistics visible for all repository visitors.

The dropdown on top of the page allows you to modify the time frame for the displayed statistics.

The Pageviews/Search column tracks the amount of pages visited after a particular search term. Therefor a zero in this column means that after executing a search for a specific keyword, not a single user has clicked a single result in the list.

If you are using Discovery, note that clicking the facets also counts as a search, because clicking a facet sends a search query to the Discovery index.

Image Added

Workflow Event Statistics

Warning
titleDSpace 7.0 does not yet support

Workflow event statistics are not supported in 7.0, but are scheduled to be released in a later 7.x release (currently 7.1), see DSpace Release 7.0 Status.

The below screenshots and instructions are for 6.x and will need updating for 7.x once this feature is completed.

In the UI, search query statistics can be accessed from the lower end of the navigation menu.

If you are not seeing the link labelled "Workflow statistics", it is likely that they are only enabled for administrators in your installation. Change the configuration parameter "authorization.admin.workflow" in usage-statistics.cfg to false in order to make statistics visible for all repository visitors.

The dropdown on top of the page allows you to modify the time frame for the displayed statistics.

Image Added

Architecture

The DSpace Statistics Implementation is a Client/Server architecture based on Solr for collecting usage events in the User Interface or REST API applications of DSpace.  Solr must be installed separately from DSpace.

Configuration settings for Statistics

In the {dspace.dir}/config/modules/solr-statistics.cfg file review the following fields. These fields can be edited in place, or overridden in your own local.cfg config file (see Configuration Reference).

query.filter.bundlesIf true, statistics queries will filter out events flagged with the "isBot" field. This is the recommended method of filtering spiders from statistics.spideripsurlsspideripsurls codeList of URLs to download spiders files into [dspace]/config/spiders. These files contain lists of known spider IPs and are utilized by the SolrLogger to flag usage events with an "isBot" field, or ignore them entirely.
The "stats-util" command can be used to force an update of spider files, regenerate "isBot" fields on indexed events, and delete spiders from the index. For usage, run:

Property:

solr-statistics.server

Example Values:

solr-statistics.server =

Property:

solr-statistics.server

Example Values:

solr-statistics.server = http://127.0.0.1/solr/statistics
solr-statistics.server = ${solr.server}/statistics

Informational Note:

Is used by the SolrLogger Client class to connect to the Solr server over http and perform updates and queries. In most cases, this can (and should) be set to localhost (or 127.0.0.1).
To determine the correct path, you can use a tool like wget to see where Solr is responding on your server. For example, you'd want to send a query to Solr like the following:
Code Block
wget http://127.0.0.1/solr/statistics/select?q=*:*

Assuming you get an HTTP 200 OK response, then you should set solr.log.server to the '/statistics' URL of 'http://127.0.0.1/solr/statistics' (essentially removing the "/select?q=:" query off the end of the responding URL.)

Property:

solr-statistics.

Example
Value:

solr-statistics.query.filter.bundles=ORIGINAL

Informational
Note:

A comma seperated list that contains the bundles for which the file statistics will be displayed.

Property:

solr-statistics.query.filter.spiderIp

Example Value:

solr-statistics.query.filter.spiderIp = false

Informational Note:

If true, statistics queries will filter out spider IPs -- use with caution, as this often results in extremely long query strings.

Property:

solr-statistics.query.filter.isBot

Example Value:

solr-statistics.query.filter.isBot = true

server = ${solr.server}/statistics

Informational Note:

Is used by the SolrLogger Client class to connect to the Solr server over http and perform updates and queries. In most cases, this can (and should) be set to localhost (or 127.0.0.1).

To determine the correct path, you can use a tool like wget to see where Solr is responding on your server. For example, you'd want to send a query to Solr like the following:

Code Block
wget http://127.0.0.1/solr/statistics/select?q=*:*

Assuming you get an HTTP 200 OK response, then you should set solr.log.server to the '/statistics' URL of 'http://127.0.0.1/solr/statistics' (essentially removing the "/select?q=:" query off the end of the responding URL.)

Informational Note:



Property:

solr-statistics.query.

filter.

bundles

Example
Value:

solr-statistics.

query.

filter.bundles=ORIGINAL

Informational

http://iplists.com/google.txt, \
http://iplists.com/inktomi.txt, \
http://iplists.com/lycos.txt, \
http://iplists.com/infoseek.txt, \
http://iplists.com/altavista.txt, \
http://iplists.com/excite.txt, \
http://iplists.com/misc.txt

Informational Note:

Code Block
dspace stats-util -h

from your [dspace]/bin directory

In the {dspace.dir}/config/modules/usage-statistics.cfg file review the following fields. These fields can be edited in place, or overridden in your own local.cfg config file (see Configuration Reference).

Note:

A comma seperated list that contains the bundles for which the file statistics will be displayed.



Property:

solr-statistics.query.filter.spiderIp

Example Value:

solr-statistics.query.filter.spiderIp = false

Informational Note:

If true, statistics queries will filter out spider IPs -- use with caution, as this often results in extremely long query strings.



Property:

solr-statistics.query.filter.isBot

Example Value:

solr-statistics.query.filter.isBot = true

Informational Note:

If true, statistics queries will filter out events flagged with the "isBot" field. This is the recommended method of filtering spiders from statistics.



Property:solr-statistics.autoCommit
Example Value:solr-statistics.autoCommit = true
Informational Note:If true (default), then all view statistics will be committed to Solr whenever the next autoCommit is triggered.  This is recommended behavior.
If false, then view statistics will be committed to Solr immediately (i.e. via an explicit commit call).  This setting is untested in Production scenarios, and is primarily used by automated integration tests (to verify that the statistics engine is working properly).


Property:

solr-statistics.spiderips.urls

Example Value:

solr-statistics.spiderips.urls =

Code Block
http://iplists.com/google.txt, \
http://iplists.com/inktomi.txt, \
http://iplists.com/lycos.txt, \
http://iplists.com/infoseek.txt, \
http://iplists.com/altavista.txt, \
http://iplists.com/excite.txt, \
http://iplists.com/misc.txt


Informational Note:

List of URLs to download spiders files into [dspace]/config/spiders. These files contain lists of known spider IPs and are utilized by the SolrLogger to flag usage events with an "isBot" field, or ignore them entirely.

The "stats-util" command can be used to force an update of spider files, regenerate "isBot" fields on indexed events, and delete spiders from the index. For usage, run:

Code Block
dspace stats-util -h

from your [dspace]/bin directory


In the {dspace.dir}/config/modules/usage-statistics.cfg file review the following fields. These fields can be edited in place, or overridden in your own local.cfg config file (see Configuration Reference).

usage-statistics.authorization.admin.workflowauthorization.admin.workflow = true

Property:

usage-statistics.dbfile

Property:

usage-statistics.dbfile

Example Value:

usage-statistics.dbfile = ${dspace.dir}/config/GeoLiteCity.dat

Informational Note:

The following referes to the GeoLiteCity database file utilized by the LocationUtils to calculate the location of client requests based on IP address. During the Ant build process (both fresh_install and update) this file will be downloaded from http://www.maxmind.com/app/geolitecity if a new version has been published or it is absent from your [dspace]/config directory.

Property:

usage-statistics.resolver.timeout

Example Value:

usage-statistics.resolver.timeout = 200

Informational Note:

Timeout in milliseconds for DNS resolution of origin hosts/IPs. Setting this value too high may result in solr exhausting your connection pool.

Property:

useProxies  (Set in dspace.cfg)

Example Value:

useProxies = true

Informational Note:

Will cause Statistics logging to look for X-Forward URI to detect clients IP that have accessed it through a Proxy service (e.g. the Apache mod_proxy).  Allows detection of client IP when accessing DSpace. [Note: This setting is found in the DSpace Logging section of dspace.cfg]

Property:

usage-statistics.authorization.admin.usage

Example Value:

usage-statistics.authorization.admin.usage = true

Informational Note:

When set to true, only general administrators, collection and community administrators are able to access the pageview and download statistics from the web user interface. As a result, the links to access statistics are hidden for non logged-in admin users. Setting this property to "false" will display the links to access statistics to anyone, making them publicly available.

Property:

usage-statistics.authorization.admin.search

Example Value:

usage-statistics.authorization.admin.search = true

Informational Note:

When set to true, only system, collection or community administrators are able to access statistics on search queries. 

Property:

Example Value:

usage-statistics.

dbfile = ${dspace.dir}/config/GeoLite2-City.mmdb

Informational Note:

 When set to true, only system, collection or community administrators are able to access statistics on workflow events.

Property:

usage-statistics.logBots

Example Value:

usage-statistics.logBots = true

Informational Note:

When this property is set to false, and IP is detected as a spider, the event is not logged.
When this property is set to true, the event will be logged with the "isBot" field set to true.
(see solr-statistics.query.filter.* for query filter options)

Pre-1.6 Statistics settings

Older versions of DSpace featured static reports generated from the log files. They still persist in DSpace today but are completely independent from the SOLR based statistics.
The following configuration parameters applicable to these reports can be found in dspace.cfg.

Code Block
###### Statistical Report Configuration Settings ######

 # should the stats be publicly available?  should be set to false if you only
 # want administrators to access the stats, or you do not intend to generate
 # any
 report.public = false

 # directory where live reports are stored
 report.dir = ${dspace.dir}/reports/

These fields are not used by the new 1.6 Statistics, but are only related to the Statistics from previous DSpace releases

Upgrade Process for Statistics

Example of rebuild and redeploy DSpace (only if you have configured your distribution in this manner)

First approach the traditional DSpace build process for updating

Code Block
cd [dspace-source]/dspace
mvn package
cd [dspace-source]/dspace/target/dspace-installer
ant -Dconfig=[dspace]/config/dspace.cfg update
cp -R [dspace]/webapps/* [TOMCAT]/webapps

The last step is only used if you do not follow the recommended practice of configuring [dspace]/webapps as location for webapps in your servlet container (Tomcat, Resin or Jetty). If you only need to build the statistics, and don't make any changes to other web applications, you can replace the copy step above with:

Code Block
cp -R dspace/webapps/solr TOMCAT/webapps

Again, only if you are not mounting [dspace]/webapps directly into your Tomcat, Resin or Jetty host (the recommended practice)

Restart your webapps (Tomcat/Jetty/Resin)

Statistics Administration

Converting older DSpace logs into SOLR usage data

If you have upgraded from a previous version of DSpace, converting older log files ensures that you carry over older usage stats from before the upgrade.

Statistics Client Utility

The command line interface (CLI) scripts can be used to clean the usage database from additional spider traffic and other maintenance tasks. In DSpace 3.0, a script has been added to split up the monolithic SOLR core into individual cores each containing a year of statistics.

Statistics differences between DSpace 1.7.x and 1.8.0

Displayed file statistics bundle configurable

In DSpace 1.6.x & 1.7.x the file download statistics were generated without regard to the bundle in which the file was located. In DSpace 1.8.0 it is possible to configure the bundles for which the file statistics are to be shown by using the query.filter.bundles property. If required the old file statistics can also be upgraded to include the bundle name so that the old file statistics are fixed.

Warning
titleBackup Your statistics data first

Applying this change will involve dumping all the old file statistics into a file and re uploading these. Therefore it is wise to create a backup of the {dspace.dir}/solr/statistics/data directory. It is best to create this backup when the Tomcat/Jetty/Resin server program isn't running.

When a backup has been made start the Tomcat/Jetty/Resin server program.
The update script has one optional command which will if given not only update the broken file statistics but also delete file statistics for files that where removed from the system (if this option isn't active these statistics will receive the "BITSTREAM_DELETED" bundle name).

Code Block
#The -r is optional
[dspace]/bin/dspace stats-util -b -r

Statistics differences between DSpace 1.6.x and 1.7.0

SOLR optimization added

If required, the solr server can be optimized by running

Code Block
{dspace.dir}/bin/stats-util -o

More information on how these solr server optimizations work can be found here: http://wiki.apache.org/solr/SolrPerformanceFactors#Optimization_Considerations.

SOLR Autocommit

In DSpace 1.6.x, each solr event was committed to the solr server individually. For high load DSpace installations, this would result in a huge load of small solr commits resulting in a very high load on the solr server.
This has been resolved in dspace 1.7 by only committing usage events to the solr server every 15 minutes. This will result in a delay of the storage of a usage event of maximum 15 minutes. If required, this value can be altered by changing the maxTime property in the

Code Block
{dspace.dir}/solr/statistics/conf/solrconfig.xml

Web UI Statistics Modification (XMLUI Only)

Modifying the number of months, for which statistics are displayed

Modify line 205 in the StatisticsTransformer.java file

https://github.com/DSpace/DSpace/blob/dspace-3_x/dspace-xmlui/src/main/java/org/dspace/app/xmlui/aspect/statistics/StatisticsTransformer.java#L205

-6 is the default setting, displaying the past 6 months of statistics. When reducing this to a smaller natural number, less months are being displayed.

Related: DatasetTimeGenerator Javadoc

References the location of the installed GeoLite or DB-IP City "mmdb" database file. This file is utilized by the LocationUtils to calculate the location of client requests based on IP address.

NOTE: This database file MUST be downloaded, installed and updated using third-party tools. See the "Managing the City Database File" section below.



Property:

usage-statistics.resolver.timeout

Example Value:

usage-statistics.resolver.timeout = 200

Informational Note:

Timeout in milliseconds for DNS resolution of origin hosts/IPs. Setting this value too high may result in solr exhausting your connection pool.



Property:

useProxies  (Set in dspace.cfg)

Example Value:

useProxies = true

Informational Note:

Will cause Statistics logging to look for X-Forward URI to detect clients IP that have accessed it through a Proxy service (e.g. the Apache mod_proxy).  Allows detection of client IP when accessing DSpace. [Note: This setting is found in the DSpace Logging section of dspace.cfg]



Property:

usage-statistics.authorization.admin.usage

Example Value:

usage-statistics.authorization.admin.usage = true

Informational Note:

When set to true, only general administrators, collection and community administrators are able to access the pageview and download statistics from the web user interface. As a result, the links to access statistics are hidden for non logged-in admin users. Setting this property to "false" will display the links to access statistics to anyone, making them publicly available.



Property:

usage-statistics.authorization.admin.search

Example Value:

usage-statistics.authorization.admin.search = true

Informational Note:

When set to true, only system, collection or community administrators are able to access statistics on search queries. 


Property:

usage-statistics.authorization.admin.workflow

Example Value:

usage-statistics.authorization.admin.workflow = true

Informational Note:

 When set to true, only system, collection or community administrators are able to access statistics on workflow events.


Property:

usage-statistics.logBots

Example Value:

usage-statistics.logBots = true

Informational Note:

When this property is set to false, and IP is detected as a spider, the event is not logged.
When this property is set to true, the event will be logged with the "isBot" field set to true.
(see solr-statistics.query.filter.* for query filter options)



Property:usage-statistics.shardedByYear
Example Value:usage-statistics.shardedByYear = false
Informational Note:When set to "true", the DSpace statistics engine will look for additional Solr Shards (per year) when compiling all usage statistics.  Therefore, if you are regularly running "stats-utils -s" (as documented in the "Solr Sharding By Year" section of the "SOLR Statistics Maintenance" page), then you should set this to "true".
By default, it is "false", which tells the statistics engine to only compile usage statistics based on what is found in the current Solr core.

Pre-1.6 Statistics settings

Warning
titleDSpace 7.0 does not yet support

Log-based statistics not supported in 7.0. They are under discussion as this feature is not widely used.  Tentatively they are scheduled for a possible release/replacement in 7.1, see DSpace Release 7.0 Status.

Older versions of DSpace featured static reports generated from the log files. They still persist in DSpace today but are completely independent from the SOLR based statistics.
The following configuration parameters applicable to these reports can be found in dspace.cfg.

Code Block
###### Statistical Report Configuration Settings ######

 # should the stats be publicly available?  should be set to false if you only
 # want administrators to access the stats, or you do not intend to generate
 # any
 report.public = false

 # directory where live reports are stored
 report.dir = ${dspace.dir}/reports/

These fields are not used by the new 1.6 Statistics, but are only related to the Statistics from previous DSpace releases

Statistics Administration

Converting older DSpace logs into SOLR usage data

If you have upgraded from a previous version of DSpace, converting older log files ensures that you carry over older usage stats from before the upgrade.

Statistics Client Utility

The command line interface (CLI) scripts can be used to clean the usage database from additional spider traffic and other maintenance tasks. As of DSpace 3.0, a script has been added to split up the monolithic SOLR core into individual cores each containing a year of statistics.

Anonymizing Statistics

DSpace provides a commandline script (./dspace anonymize-statistics) which allows you to anonymize your statistics to better comply with GDPR and similar privacy regulations.

The script will anonymise the IP values by rewriting (‘masking’) the last part. This mask is configurable, both for ipv4 and ipv6 addresses.

  • For IPv4 addresses, the last number will be replaced by the mask, defined by the configuration key ‘anonymise_statistics.ip_v4_mask’ which defaults to ‘254’.
    For example, 109.74.16.171 is rewritten as 109.74.16.254
  • For IPv6 address, the last two numbers will be replaced by the mask, defined by the configuration key ‘anonymise_statistics.ip_v6_mask’ which defaults to ‘FFFF:FFFF’. For example, 2001:0db8:85a3:0000:0000:8a2e:0370:7334 is rewritten as 2001:0db8:85a3:0000:0000:8a2e:FFFF:FFFF

For each anonymised record, the DNS field is also replaced by “anonymised”.

Script options available:

  • The program only processes records older than 90 days. This period can be altered with the config ‘anonymise_statistics.time_limit’ (expressed in days) in usage-statistics.cfg.
  • "-s [sleep]" : The script takes an optional parameter ‘-s [sleep]’ (expressed in ms), which will make the Java thread sleep between the calls to Solr to reduce the load impact.
  • "-t [threads]" : The Solr service commit mechanism is also optimised by adding multi-threading support. The script takes an optional parameter ‘-t [threads]’ to indicate how many threads the Solr service can use for this, if not given the thread count defaults to 2.

Statistical records can also be anonymised the moment they are created. Enabling this feature can be done by setting the configuration parameter "anonymise_statistics.anonymise_on_log" to true in "usage-statististics.cfg" When this configuration property is not set, the feature is disabled by default.

Custom Reporting - Querying SOLR Directly

...

Code Block
http://localhost:80808983/solr/statistics/select?indent=on&version=2.2&start=0&rows=10&fl=*%2Cscore&qt=standard&wt=standard&explainOther=&hl.fl=&facet=true&facet.field=epersonid&q=type:0

...