DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text, providing a solution for linking unstructured information sources to the Linked Open Data cloud through DBpedia.
The dbpedia/dbpedia-spotlight is a docker image to run the DBpedia Spotlight service with the most recent language models, downloaded from the DBpedia Databus repository, e.g., English (en), German (nl), Italian (it), etc.
The following table shows the available language models and the command line to start the DBpedia Spotlight service. The --mount source=spotlight-model... will automatically creates the spotlight-model volume.
To run more than one DBpedia Spotlight service, just change the port number (-p 222X:80); for example, -p 2222:80 for English language and -p 2223:80 for German language.
| Language | Two-digit code | Aprox. size of language model | Quick-start (command line) |
|---|---|---|---|
| Catalan | ca | 161 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.ca --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh ca |
| Danish | da | 81 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.da --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh da |
| German | de | 1 GB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.de --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh de |
| English | en | 2 GB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.en --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh en |
| Spanish | es | 483 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.es --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh es |
| Finnish | fi | 112 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.fi --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh fi |
| French | fr | 663 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.fr --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh fr |
| Hungarian | hu | 87 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.hu --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh hu |
| Italian | it | 577 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.it --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh it |
| Lithuanian | lt | 35 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.lt --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh lt |
| Dutch | nl | 304 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.nl --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh nl |
| Norwegian | no | 118 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.no --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh no |
| Portuguese | pt | 241 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.pt --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh pt |
| Romanian | ro | 63 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.ro --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh ro |
| Russian | ru | 138 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.ru --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh ru |
| Swedish | sv | 197 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.sv --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh sv |
| Turkish | tr | 66 MB | docker run -tid --restart unless-stopped --name dbpedia-spotlight.tr --mount source=spotlight-model,target=/opt/spotlight -p 2222:80 dbpedia/dbpedia-spotlight spotlight.sh tr |
Consider changing the port number if necessary.
curl http://localhost:2222/rest/annotate \
--data-urlencode "text=President Obama called Wednesday on Congress to extend a tax break for students included in last year's economic stimulus package, arguing that the policy provides more generous assistance." \
--data "confidence=0.35" \
-H "Accept: text/turtle"
The "Accept: text/turtle" returns a NIF output but this option could be changed by "Accept: application/json" to returns a JSON output format.
Any of the following commands could be use to stop the DBpedia Spotlight service:
docker kill dbpedia-spotlight.[LANG]
docker rm dbpedia-spotlight.[LANG]
The docker kill command will stop the running container and the docker rm command will remove the container. The dbpedia-spotlight corresponds to the name given with the --name option of the docker run command.
This option could be used to persist the configuration used to run a DBpedia Spotlight service. It is recommended, but not restricted, to run a single DBpedia Spotlight service whose configuration differs from the default presented in the top table.
- Save the following code into a bash file (for example,
english-spotlight.sh)
LANG=en
# Available languages: ca, da, de, en, es, fi, fr, hu, it, lt, nl, no, pt, ro, ru, sv, tr
# Create a volume to persist models
docker volume create spotlight-model
#Run docker image
docker run -tid \
--restart unless-stopped \
--name dbpedia-spotlight.$LANG \
--mount source=spotlight-model,target=/opt/spotlight \
-p 2222:80 \
dbpedia/dbpedia-spotlight \
spotlight.sh $LANG
- Grant execute permission to the file
chmod a+x english-spotlight.sh - Execute the bash file
./english-spotlight.sh
Docker-compose is a tool to run multiple containers as a single service. It is based on the data sarialization language YAML to define the configuration for one or multiple services.
Docker-compose could be used to define and run more than one DBpedia Spotlight service. The following instructions explain how to create a YAML configuration file to run a single DBpedia Spotlight service. A YAML configuration file example for multiple DBpedia Spotlight services is available here.
-
Create a Docker Compose file:
The docker compose file (for example,
spotlight-compose.yml) defines one or more DBpedia Spotlight services through the following configuration block:
version '3.5'
services:
spotlight.[LANG]:
image: [DOCKER-IMAGE]
container_name: dbepdia-spotlight.[LANG]
volumes:
- spotlight-model:/opt/spotlight
restart: unless-stopped
ports:
- "0.0.0.0:2222:80"
command: /bin/spotlight.sh [LANG]
volumes:
spotlight-model:
external: true
Where
[LANG]: is a two digits code to define the language model. The available language models are: ca, da, de, en, es, fi, fr, hu, it, lt, nl, no, pt, ro, ru, sv, tr.[DOCKER-IMAGE]: the name of the docker image.
-
Run Docker Compose file
docker-compose -f spotlight-compose.yml up -d
For example, the following docker-compose configuration runs the DBpedia Spotlight German language model:
version: '3.5'
services:
spotlight.de:
image: dbpedia/dbpedia-spotlight
container_name: dbpedia-spotlight.de
volumes:
- spotlight-model:/opt/spotlight/models
restart: unless-stopped
ports:
- "0.0.0.0:2222:80"
command: /bin/spotlight.sh de
volumes:
dbp-model:
external: true
After creating the file, the command docker-compose -f spotlight-compose.yml up -d will start the service.
The following command could be use to stop the DBpedia Spotlight service:
docker-compose -f spotlight-compose.yml stop
The stop instruction will stop the running containers. The spotlight-compose.yml corresponds to the file name used to run the compose file.
The following docker commands could be used to show some information about the dbpedia-spotlight image:
docker logs dbpedia-spotlight.[LANG]: Displays the log information for the corresponding servicedocker stats dbpedia-spotlight.[LANG]: Shows the statistics (e.g., the amount of memory and CPU) for the corresponding service
The DBpedia Spotlight service copies the language model to memory for efficient processing. The amount of memory needed depends on the selected language model; for example, the English model requires >8GB of memory to run.
Before running the DBpedia Spotlight service, it could be necessary to adjust the memory options from the docker configuration first. For example, for Mac users, by default, Docker is set up to use only 2GB of memory. By the contrary, Linux users do not have this problem; Docker could use the available memory of the host system which could lead to another kind of problems such as the out of memory problems.
This image is officially supported on Docker version 19.03.11.
Please see the Docker installation documentation for details on how to upgrade your Docker daemon.
Documentation for this image is stored in GitHub repo.