release v1.0
This commit is contained in:
Felix Lohmeier
parent
f466df1e46
commit
acf9f046b7
269
README.md
269
README.md
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@ -6,7 +6,9 @@ Shell script to run OpenRefine in batch mode (import, transform, export). This b
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2. transforms the data by applying OpenRefine transformation rules from all json files in another given directory and
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3. finally exports the data in TSV (tab-separated values) format.
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It orchestrates a [docker container for OpenRefine](https://hub.docker.com/r/felixlohmeier/openrefine/) (server) and a [docker container for a python client](https://hub.docker.com/r/felixlohmeier/openrefine-client/) that communicates with the OpenRefine API. By restarting the server after each process it reduces memory requirements to a minimum.
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It orchestrates [OpenRefine](https://github.com/OpenRefine/OpenRefine) (server) and a [python client](https://github.com/felixlohmeier/openrefine-client) that communicates with the OpenRefine API. By restarting the server after each process it reduces memory requirements to a minimum.
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If you prefer a containerized approach, see a [variation of this script for Docker](#docker) below.
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### Typical Workflow
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@ -15,22 +17,23 @@ It orchestrates a [docker container for OpenRefine](https://hub.docker.com/r/fel
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### Install
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1. Install [Docker](https://docs.docker.com/engine/installation/#on-linux) and **a)** [configure Docker to start on boot](https://docs.docker.com/engine/installation/linux/linux-postinstall/#configure-docker-to-start-on-boot) or **b)** start Docker on demand each time you use the script: `sudo systemctl start docker`
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2. Download the script and grant file permissions to execute: `wget https://github.com/felixlohmeier/openrefine-batch/raw/master/openrefine-batch.sh && chmod +x openrefine-batch.sh`
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Download the script and grant file permissions to execute: `wget https://github.com/felixlohmeier/openrefine-batch/raw/master/openrefine-batch.sh && chmod +x openrefine-batch.sh`
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That's all. The script will automatically download copies of OpenRefine and the python client on first run and will tell you if something (python, java) is missing.
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### Usage
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```
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mkdir -p input && cp INPUTFILES input/
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mkdir -p config && cp CONFIGFILES config/
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sudo ./openrefine-batch.sh input/ config/ OUTPUT/
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mkdir input
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cp INPUTFILES input/
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mkdir config
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cp CONFIGFILES config/
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./openrefine-batch.sh input/ config/ OUTPUT/
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```
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Why `sudo`? Non-root users can only access the Unix socket of the Docker daemon by using `sudo`. If you created a Docker group in [Post-installation steps for Linux](https://docs.docker.com/engine/installation/linux/linux-postinstall/) then you may call the script without `sudo`.
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**INPUTFILES**
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* any data that [OpenRefine supports](https://github.com/OpenRefine/OpenRefine/wiki/Importers). CSV, TSV and line-based files should work out of the box. XML, JSON, fixed-width, XSLX and ODS need one additional input parameter (see chapter [Options](https://github.com/felixlohmeier/openrefine-batch#options) below)
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* multiple slices of data may be transformed into a into a single file [by providing a zip or tar.gz archive])
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* multiple slices of data may be transformed into a into a single file [by providing a zip or tar.gz archive](https://github.com/OpenRefine/OpenRefine/wiki/Importers)
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* you may use hard symlinks instead of cp: `ln INPUTFILE input/`
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**CONFIGFILES**
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@ -41,140 +44,204 @@ Why `sudo`? Non-root users can only access the Unix socket of the Docker daemon
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* Transformed data will be stored in this directory in TSV (tab-separated values) format. Show results: `ls OUTPUT/*.tsv`
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* OpenRefine stores data in directories like "1234567890123.project". You may have a look at the results by starting OpenRefine with this workspace. Delete the directories if you do not need them: `rm -r -f OUTPUT/*.project`
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#### Example
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### Example
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[Example Powerhouse Museum](examples/powerhouse-museum)
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```
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./openrefine-batch.sh \
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-a examples/powerhouse-museum/input/ \
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-b examples/powerhouse-museum/config/ \
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-c examples/powerhouse-museum/output/ \
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-f tsv \
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-i processQuotes=false \
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-i guessCellValueTypes=true \
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-RX
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```
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clone or [download GitHub repository](https://github.com/felixlohmeier/openrefine-batch/archive/master.zip) to get example data
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```
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sudo ./openrefine-batch.sh \
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examples/powerhouse-museum/input/ \
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examples/powerhouse-museum/config/ \
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examples/powerhouse-museum/output/ \
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examples/powerhouse-museum/cross/ \
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2G 2.7rc1 restartfile-false restarttransform-false export-true \
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tsv --processQuotes=false --guessCellValueTypes=true
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```
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#### Options
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### Help Screen
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```
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sudo ./openrefine-batch.sh $inputdir $configdir $outputdir $crossdir $ram $version $restartfile $restarttransform $export $inputformat $inputoptions
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[18:20 felix ~/openrefine-batch]$ ./openrefine-batch.sh
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Usage: ./openrefine-batch.sh [-a INPUTDIR] [-b TRANSFORMDIR] [-c OUTPUTDIR] ...
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== basic arguments ==
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-a INPUTDIR path to directory with source files (leave empty to transform only ; multiple files may be imported into a single project by providing a zip or tar.gz archive, cf. https://github.com/OpenRefine/OpenRefine/wiki/Importers )
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-b TRANSFORMDIR path to directory with OpenRefine transformation rules (json files, cf. http://kb.refinepro.com/2012/06/google-refine-json-and-my-notepad-or.html ; leave empty to transform only)
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-c OUTPUTDIR path to directory for exported files (and OpenRefine workspace)
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== options ==
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-d CROSSDIR path to directory with additional OpenRefine projects (will be copied to workspace before transformation step to support the cross function, cf. https://github.com/OpenRefine/OpenRefine/wiki/GREL-Other-Functions )
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-f INPUTFORMAT (csv, tsv, xml, json, line-based, fixed-width, xlsx, ods)
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-i INPUTOPTIONS several options provided by openrefine-client, see below...
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-m RAM maximum RAM for OpenRefine java heap space (default: 2048M)
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-p PORT PORT on which OpenRefine should listen (default: 3333)
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-E do NOT export files
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-R do NOT restart OpenRefine after each transformation (e.g. config file)
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-X do NOT restart OpenRefine after each project (e.g. input file)
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-h displays this help screen
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== inputoptions (mandatory for xml, json, fixed-width, xslx, ods) ==
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-i recordPath=RECORDPATH (xml, json): please provide path in multiple arguments without slashes, e.g. /collection/record/ should be entered like this: --recordPath=collection --recordPath=record
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-i columnWidths=COLUMNWIDTHS (fixed-width): please provide widths separated by comma (e.g. 7,5)
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-i sheets=SHEETS (xlsx, ods): please provide sheets separated by comma (e.g. 0,1), default: 0 (first sheet)
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== more inputoptions (optional, only together with inputformat) ==
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-i projectName=PROJECTNAME (all formats)
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-i limit=LIMIT (all formats), default: -1
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-i includeFileSources=INCLUDEFILESOURCES (all formats), default: false
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-i trimStrings=TRIMSTRINGS (xml, json), default: false
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-i storeEmptyStrings=STOREEMPTYSTRINGS (xml, json), default: true
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-i guessCellValueTypes=GUESSCELLVALUETYPES (xml, csv, tsv, fixed-width, json), default: false
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-i encoding=ENCODING (csv, tsv, line-based, fixed-width), please provide short encoding name (e.g. UTF-8)
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-i ignoreLines=IGNORELINES (csv, tsv, line-based, fixed-width, xlsx, ods), default: -1
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-i headerLines=HEADERLINES (csv, tsv, fixed-width, xlsx, ods), default: 1
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-i skipDataLines=SKIPDATALINES (csv, tsv, line-based, fixed-width, xlsx, ods), default: 0
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-i storeBlankRows=STOREBLANKROWS (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
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-i processQuotes=PROCESSQUOTES (csv, tsv), default: true
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-i storeBlankCellsAsNulls=STOREBLANKCELLSASNULLS (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
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-i linesPerRow=LINESPERROW (line-based), default: 1
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== example ==
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./openrefine-batch.sh -a examples/powerhouse-museum/input/ -b examples/powerhouse-museum/config/ -c examples/powerhouse-museum/output/ -f tsv -i processQuotes=false -i guessCellValueTypes=true
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clone or download GitHub repository to get example data:
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https://github.com/felixlohmeier/openrefine-batch/archive/master.zip
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```
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1. inputdir: path to directory with source files (multiple files may be imported into a single project [by providing a zip or tar.gz archive](https://github.com/OpenRefine/OpenRefine/wiki/Importers))
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2. configdir: path to directory with [OpenRefine transformation rules (json files)](http://kb.refinepro.com/2012/06/google-refine-json-and-my-notepad-or.html)
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3. outputdir: path to directory for exported files (and OpenRefine workspace)
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4. crossdir: path to directory with additional OpenRefine projects (will be copied to workspace before transformation step to support the [cross function](https://github.com/OpenRefine/OpenRefine/wiki/GREL-Other-Functions#crosscell-c-string-projectname-string-columnname))
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5. ram: maximum RAM for OpenRefine java heap space (default: 4G)
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6. version: OpenRefine version (2.7rc1, 2.6rc2, 2.6rc1, dev; default: 2.7rc1)
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7. restartfile: restart docker after each project (e.g. input file) to clear memory (restartfile-true/restartfile-false; default: restartfile-true)
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8. restarttransform: restart docker container after each transformation (e.g. config file) to clear memory (restarttransform-true/restarttransform-false; default: restarttransform-false)
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9. export: toggle on/off (export-true/export-false; default: export-true)
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8. inputformat: (csv, tsv, xml, json, line-based, fixed-width, xlsx, ods)
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9. inputoptions: several options provided by [openrefine-client](https://hub.docker.com/r/felixlohmeier/openrefine-client/)
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inputoptions (mandatory for xml, json, fixed-width, xslx, ods):
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* `--recordPath=RECORDPATH` (xml, json): please provide path in multiple arguments without slashes, e.g. /collection/record/ should be entered like this: `--recordPath=collection --recordPath=record`
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* `--columnWidths=COLUMNWIDTHS` (fixed-width): please provide widths separated by comma (e.g. 7,5)
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* `--sheets=SHEETS` (xlsx, ods): please provide sheets separated by comma (e.g. 0,1), default: 0 (first sheet)
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more inputoptions (optional, only together with inputformat):
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* `--projectName=PROJECTNAME` (all formats)
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* `--limit=LIMIT` (all formats), default: -1
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* `--includeFileSources=INCLUDEFILESOURCES` (all formats), default: false
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* `--trimStrings=TRIMSTRINGS` (xml, json), default: false
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* `--storeEmptyStrings=STOREEMPTYSTRINGS` (xml, json), default: true
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* `--guessCellValueTypes=GUESSCELLVALUETYPES (xml, csv, tsv, fixed-width, json)`, default: false
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* `--encoding=ENCODING (csv, tsv, line-based, fixed-width)`, please provide short encoding name (e.g. UTF-8)
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* `--ignoreLines=IGNORELINES (csv, tsv, line-based, fixed-width, xlsx, ods)`, default: -1
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* `--headerLines=HEADERLINES` (csv, tsv, fixed-width, xlsx, ods), default: 1
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* `--skipDataLines=SKIPDATALINES` (csv, tsv, line-based, fixed-width, xlsx, ods), default: 0
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* `--storeBlankRows=STOREBLANKROWS` (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
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* `--processQuotes=PROCESSQUOTES` (csv, tsv), default: true
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* `--storeBlankCellsAsNulls=STOREBLANKCELLSASNULLS` (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
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* `--linesPerRow=LINESPERROW` (line-based), default: 1
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### Logging
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The script uses `docker attach` to print log messages from OpenRefine server and `ps` to show statistics for each step. Here is a sample log:
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The script prints log messages from OpenRefine server and makes use of `ps` to show statistics for each step. Here is a sample:
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```
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[17:54 felix ~/openrefine-batch]$ sudo ./openrefine-batch.sh \
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> examples/powerhouse-museum/input/ \
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> examples/powerhouse-museum/config/ \
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> examples/powerhouse-museum/output/ \
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> examples/powerhouse-museum/cross/ \
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> 2G 2.7rc1 restartfile-false restarttransform-false export-true \
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> tsv --processQuotes=false --guessCellValueTypes=true
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Input directory: /home/felix/occcloud/Openness/Kunden+Projekte/OpenRefine/openrefine-batch/examples/powerhouse-museum/input
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[17:55 felix ~/openrefine-batch]$ ./openrefine-batch.sh \
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> -a examples/powerhouse-museum/input/ \
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> -b examples/powerhouse-museum/config/ \
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> -c examples/powerhouse-museum/output/ \
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> -f tsv \
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> -i processQuotes=false \
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> -i guessCellValueTypes=true \
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> -RX
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Input directory: /home/felix/openrefine-batch/examples/powerhouse-museum/input
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Input files: phm-collection.tsv
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Input format: --format=tsv
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Input options: --processQuotes=false --guessCellValueTypes=true
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Config directory: /home/felix/occcloud/Openness/Kunden+Projekte/OpenRefine/openrefine-batch/examples/powerhouse-museum/config
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Config directory: /home/felix/openrefine-batch/examples/powerhouse-museum/config
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Transformation rules: phm-transform.json
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Cross directory: /home/felix/occcloud/Openness/Kunden+Projekte/OpenRefine/openrefine-batch/examples/powerhouse-museum/cross
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Cross directory: /dev/null
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Cross projects:
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OpenRefine heap space: 2G
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OpenRefine version: 2.7rc1
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OpenRefine workspace: /home/felix/occcloud/Openness/Kunden+Projekte/OpenRefine/openrefine-batch/examples/powerhouse-museum/output
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Export TSV to workspace: export-true
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Docker container name: 6b622f38-bbdd-4a28-b590-0c7fdf9d577b
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restart after file: restartfile-false
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restart after transform: restarttransform-false
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OpenRefine heap space: 2048M
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OpenRefine port: 3333
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OpenRefine workspace: /home/felix/openrefine-batch/examples/powerhouse-museum/output
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Export TSV to workspace: true
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restart after file: false
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restart after transform: false
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begin: Mi 1. Mär 17:54:45 CET 2017
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=== 1. Launch OpenRefine ===
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start OpenRefine server...
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2d836891cbc79f730f18262c9f98b6406b5323ca9fd84636afb194a664abf66e
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starting time: Di 14. Mär 17:58:08 CET 2017
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=== IMPORT ===
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Starting OpenRefine at 'http://127.0.0.1:3333/'
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17:58:08.758 [ refine_server] Starting Server bound to '127.0.0.1:3333' (0ms)
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17:58:08.760 [ refine_server] refine.memory size: 2048M JVM Max heap: 1908932608 (2ms)
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17:58:08.787 [ refine_server] Initializing context: '/' from '/home/felix/openrefine-batch/openrefine/webapp' (27ms)
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17:58:09.463 [ refine] Starting OpenRefine 2.7-rc.1 [TRUNK]... (676ms)
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17:58:09.476 [ FileProjectManager] Failed to load workspace from any attempted alternatives. (13ms)
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17:58:12.003 [ refine] Running in headless mode (2527ms)
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=== 2. Import all files ===
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starting time: Di 14. Mär 17:58:12 CET 2017
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import phm-collection.tsv...
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16:54:59.290 [ refine] POST /command/core/create-project-from-upload (4748ms)
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New project: 1831307645035
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16:55:15.514 [ refine] GET /command/core/get-rows (16224ms)
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17:58:13.068 [ refine] POST /command/core/create-project-from-upload (1065ms)
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New project: 2073385535316
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17:58:26.543 [ refine] GET /command/core/get-rows (13475ms)
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Number of rows: 75814
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STARTED ELAPSED %MEM %CPU RSS
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17:54:46 00:31 9.7 109 788156
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17:58:07 00:18 9.8 168 795024
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=== TRANSFORM / EXPORT ===
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=== 3. Prepare transform & export ===
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starting time: Di 14. Mär 17:58:26 CET 2017
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get project ids...
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16:55:21.258 [ refine] GET /command/core/get-all-project-metadata (5744ms)
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1831307645035: phm-collection.tsv
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17:58:26.778 [ refine] GET /command/core/get-all-project-metadata (235ms)
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2073385535316: phm-collection.tsv
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--- begin project 1831307645035 @ Mi 1. Mär 17:55:22 CET 2017 ---
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=== 4. Transform phm-collection.tsv ===
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starting time: Di 14. Mär 17:58:26 CET 2017
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transform phm-transform.json...
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16:55:23.983 [ refine] GET /command/core/get-models (2725ms)
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16:55:24.002 [ refine] POST /command/core/apply-operations (19ms)
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17:58:26.917 [ refine] GET /command/core/get-models (139ms)
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17:58:26.934 [ refine] POST /command/core/apply-operations (17ms)
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STARTED ELAPSED %MEM %CPU RSS
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17:54:46 01:26 13.3 118 1076800
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17:58:07 01:02 13.5 134 1096916
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export to file 1831307645035.tsv...
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16:56:14.909 [ refine] GET /command/core/get-models (50907ms)
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16:56:14.933 [ refine] GET /command/core/get-all-project-metadata (24ms)
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16:56:14.949 [ refine] POST /command/core/export-rows/phm-collection.tsv.tsv (16ms)
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=== 5. Export phm-collection.tsv ===
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starting time: Di 14. Mär 17:59:09 CET 2017
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export to file phm-collection.tsv...
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17:59:09.944 [ refine] GET /command/core/get-models (43010ms)
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17:59:09.956 [ refine] GET /command/core/get-all-project-metadata (12ms)
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17:59:09.967 [ refine] POST /command/core/export-rows/phm-collection.tsv.tsv (11ms)
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STARTED ELAPSED %MEM %CPU RSS
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17:54:46 03:10 13.9 59.2 1130304
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17:58:07 02:24 13.5 60.5 1098056
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--- finished project 1831307645035 @ Mi 1. Mär 17:57:57 CET 2017 ---
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output (number of lines / size in bytes):
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167017 60527726 /home/felix/occcloud/Openness/Kunden+Projekte/OpenRefine/openrefine-batch/examples/powerhouse-museum/output/1831307645035.tsv
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167017 60527726 /home/felix/openrefine-batch/examples/powerhouse-museum/output/phm-collection.tsv
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cleanup...
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16:58:00.158 [ ProjectManager] Saving all modified projects ... (105209ms)
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16:58:07.242 [ project_utilities] Saved project '1831307645035' (7084ms)
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6b622f38-bbdd-4a28-b590-0c7fdf9d577b
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6b622f38-bbdd-4a28-b590-0c7fdf9d577b
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18:00:35.425 [ ProjectManager] Saving all modified projects ... (85458ms)
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18:00:42.357 [ project_utilities] Saved project '2073385535316' (6932ms)
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finish: Mi 1. Mär 17:58:09 CET 2017
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=== Statistics ===
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starting time and run time of each step:
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Start process Di 14. Mär 17:58:08 CET 2017 (00:00:00)
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Launch OpenRefine Di 14. Mär 17:58:08 CET 2017 (00:00:04)
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Import all files Di 14. Mär 17:58:12 CET 2017 (00:00:14)
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Prepare transform & export Di 14. Mär 17:58:26 CET 2017 (00:00:00)
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Transform phm-collection.tsv Di 14. Mär 17:58:26 CET 2017 (00:00:43)
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Export phm-collection.tsv Di 14. Mär 17:59:09 CET 2017 (00:01:34)
|
||||
End process Di 14. Mär 18:00:43 CET 2017 (00:00:00)
|
||||
|
||||
total run time: 00:02:35 (hh:mm:ss)
|
||||
highest memory load: 1072 MB
|
||||
```
|
||||
|
||||
### Docker
|
||||
|
||||
A variation of the shell script orchestrates a [docker container for OpenRefine](https://hub.docker.com/r/felixlohmeier/openrefine/) (server) and a [docker container for the python client](https://hub.docker.com/r/felixlohmeier/openrefine-client/) instead of native applications.
|
||||
|
||||
**Install**
|
||||
|
||||
1. Install [Docker](https://docs.docker.com/engine/installation/#on-linux) and **a)** [configure Docker to start on boot](https://docs.docker.com/engine/installation/linux/linux-postinstall/#configure-docker-to-start-on-boot) or **b)** start Docker on demand each time you use the script: `sudo systemctl start docker`
|
||||
2. Download the script and grant file permissions to execute: `wget https://github.com/felixlohmeier/openrefine-batch/raw/master/openrefine-batch-docker.sh && chmod +x openrefine-batch-docker.sh`
|
||||
|
||||
**Usage**
|
||||
|
||||
```
|
||||
mkdir input
|
||||
cp INPUTFILES input/
|
||||
mkdir config
|
||||
cp CONFIGFILES config/
|
||||
sudo ./openrefine-batch-docker.sh input/ config/ OUTPUT/
|
||||
```
|
||||
|
||||
Why `sudo`? Non-root users can only access the Unix socket of the Docker daemon by using `sudo`. If you created a Docker group in [Post-installation steps for Linux](https://docs.docker.com/engine/installation/linux/linux-postinstall/) then you may call the script without `sudo`.
|
||||
|
||||
### Todo
|
||||
|
||||
- [ ] use getopts for parsing of arguments
|
||||
- [ ] howto for extracting input options from OpenRefine GUI with Firefox network monitor
|
||||
- [ ] add option to delete openrefine projects in output directory
|
||||
- [ ] provide more example data from other OpenRefine tutorials
|
||||
|
|
|
|||
|
|
@ -7,13 +7,14 @@ Seth van Hooland, Ruben Verborgh and Max De Wilde (August 5, 2013): Cleaning Dat
|
|||
## Usage
|
||||
|
||||
```
|
||||
sudo ./openrefine-batch.sh \
|
||||
examples/powerhouse-museum/input/ \
|
||||
examples/powerhouse-museum/config/ \
|
||||
examples/powerhouse-museum/output/ \
|
||||
examples/powerhouse-museum/cross/ \
|
||||
2G 2.7rc1 restartfile-false restarttransform-false export-true \
|
||||
tsv --processQuotes=false --guessCellValueTypes=true
|
||||
./openrefine-batch.sh \
|
||||
-a examples/powerhouse-museum/input/ \
|
||||
-b examples/powerhouse-museum/config/ \
|
||||
-c examples/powerhouse-museum/output/ \
|
||||
-f tsv \
|
||||
-i processQuotes=false \
|
||||
-i guessCellValueTypes=true \
|
||||
-RX
|
||||
```
|
||||
|
||||
## input/phm-collection.tsv
|
||||
|
|
|
|||
|
|
@ -0,0 +1,339 @@
|
|||
#!/bin/bash
|
||||
# openrefine-batch.sh, Felix Lohmeier, v1.0.1, 14.03.2017
|
||||
# https://github.com/felixlohmeier/openrefine-batch
|
||||
|
||||
# check system requirements
|
||||
DOCKER="$(which docker 2> /dev/null)"
|
||||
if [ -z "$DOCKER" ] ; then
|
||||
echo 1>&2 "This action requires you to have 'docker' installed and present in your PATH. You can download it for free at http://www.docker.com/"
|
||||
exit 1
|
||||
fi
|
||||
DOCKERINFO="$(docker info 2>/dev/null | grep 'Server Version')"
|
||||
if [ -z "$DOCKERINFO" ] ; then
|
||||
echo 1>&2 "This action requires you to start the docker daemon. Try 'sudo systemctl start docker' or 'sudo start docker'. If the docker daemon is already running then maybe some security privileges are missing to run docker commands. Try to run the script with 'sudo ./openrefine-batch-docker.sh ...'"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# help screen
|
||||
function usage () {
|
||||
cat <<EOF
|
||||
Usage: ./openrefine-batch-docker.sh [-a INPUTDIR] [-b TRANSFORMDIR] [-c OUTPUTDIR] ...
|
||||
|
||||
== basic arguments ==
|
||||
-a INPUTDIR path to directory with source files (leave empty to transform only ; multiple files may be imported into a single project by providing a zip or tar.gz archive, cf. https://github.com/OpenRefine/OpenRefine/wiki/Importers )
|
||||
-b TRANSFORMDIR path to directory with OpenRefine transformation rules (json files, cf. http://kb.refinepro.com/2012/06/google-refine-json-and-my-notepad-or.html ; leave empty to transform only)
|
||||
-c OUTPUTDIR path to directory for exported files (and OpenRefine workspace)
|
||||
|
||||
== options ==
|
||||
-d CROSSDIR path to directory with additional OpenRefine projects (will be copied to workspace before transformation step to support the cross function, cf. https://github.com/OpenRefine/OpenRefine/wiki/GREL-Other-Functions )
|
||||
-f INPUTFORMAT (csv, tsv, xml, json, line-based, fixed-width, xlsx, ods)
|
||||
-i INPUTOPTIONS several options provided by openrefine-client, see below...
|
||||
-m RAM maximum RAM for OpenRefine java heap space (default: 2048M)
|
||||
-v VERSION OpenRefine version (2.7rc2, 2.7rc1, 2.6rc2, 2.6rc1, dev; default: 2.7rc2)
|
||||
-E do NOT export files
|
||||
-R do NOT restart OpenRefine after each transformation (e.g. config file)
|
||||
-X do NOT restart OpenRefine after each project (e.g. input file)
|
||||
-h displays this help screen
|
||||
|
||||
== inputoptions (mandatory for xml, json, fixed-width, xslx, ods) ==
|
||||
-i recordPath=RECORDPATH (xml, json): please provide path in multiple arguments without slashes, e.g. /collection/record/ should be entered like this: --recordPath=collection --recordPath=record
|
||||
-i columnWidths=COLUMNWIDTHS (fixed-width): please provide widths separated by comma (e.g. 7,5)
|
||||
-i sheets=SHEETS (xlsx, ods): please provide sheets separated by comma (e.g. 0,1), default: 0 (first sheet)
|
||||
|
||||
== more inputoptions (optional, only together with inputformat) ==
|
||||
-i projectName=PROJECTNAME (all formats)
|
||||
-i limit=LIMIT (all formats), default: -1
|
||||
-i includeFileSources=INCLUDEFILESOURCES (all formats), default: false
|
||||
-i trimStrings=TRIMSTRINGS (xml, json), default: false
|
||||
-i storeEmptyStrings=STOREEMPTYSTRINGS (xml, json), default: true
|
||||
-i guessCellValueTypes=GUESSCELLVALUETYPES (xml, csv, tsv, fixed-width, json), default: false
|
||||
-i encoding=ENCODING (csv, tsv, line-based, fixed-width), please provide short encoding name (e.g. UTF-8)
|
||||
-i ignoreLines=IGNORELINES (csv, tsv, line-based, fixed-width, xlsx, ods), default: -1
|
||||
-i headerLines=HEADERLINES (csv, tsv, fixed-width, xlsx, ods), default: 1
|
||||
-i skipDataLines=SKIPDATALINES (csv, tsv, line-based, fixed-width, xlsx, ods), default: 0
|
||||
-i storeBlankRows=STOREBLANKROWS (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
|
||||
-i processQuotes=PROCESSQUOTES (csv, tsv), default: true
|
||||
-i storeBlankCellsAsNulls=STOREBLANKCELLSASNULLS (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
|
||||
-i linesPerRow=LINESPERROW (line-based), default: 1
|
||||
|
||||
== example ==
|
||||
|
||||
./openrefine-batch-docker.sh \
|
||||
-a examples/powerhouse-museum/input/ \
|
||||
-b examples/powerhouse-museum/config/ \
|
||||
-c examples/powerhouse-museum/output/ \
|
||||
-f tsv \
|
||||
-i processQuotes=false \
|
||||
-i guessCellValueTypes=true
|
||||
|
||||
clone or download GitHub repository to get example data:
|
||||
https://github.com/felixlohmeier/openrefine-batch/archive/master.zip
|
||||
|
||||
EOF
|
||||
exit 1
|
||||
}
|
||||
|
||||
# defaults
|
||||
ram="2048M"
|
||||
version="2.7rc2"
|
||||
restartfile="true"
|
||||
restarttransform="true"
|
||||
export="true"
|
||||
inputdir=/dev/null
|
||||
configdir=/dev/null
|
||||
crossdir=/dev/null
|
||||
|
||||
# check input
|
||||
NUMARGS=$#
|
||||
if [ "$NUMARGS" -eq 0 ]; then
|
||||
usage
|
||||
fi
|
||||
|
||||
# get user input
|
||||
options="a:b:c:d:f:i:m:p:ERXh"
|
||||
while getopts $options opt; do
|
||||
case $opt in
|
||||
a ) inputdir=$(readlink -f ${OPTARG}); if [ -n "${inputdir// }" ] ; then inputfiles=($(find -L "${inputdir}"/* -type f -printf "%f\n" 2>/dev/null)); fi ;;
|
||||
b ) configdir=$(readlink -f ${OPTARG}); if [ -n "${configdir// }" ] ; then jsonfiles=($(find -L "${configdir}"/* -type f -printf "%f\n" 2>/dev/null)); fi ;;
|
||||
c ) outputdir=$(readlink -m ${OPTARG}); mkdir -p "${outputdir}" ;;
|
||||
d ) crossdir=$(readlink -f ${OPTARG}); if [ -n "${crossdir// }" ] ; then crossprojects=($(find -L "${crossdir}"/* -maxdepth 0 -type d -printf "%f\n" 2>/dev/null)); fi ;;
|
||||
f ) format="${OPTARG}" ; inputformat="--format=${OPTARG}" ;;
|
||||
i ) inputoptions+=("--${OPTARG}") ;;
|
||||
m ) ram=${OPTARG} ;;
|
||||
v ) version=${OPTARG} ;;
|
||||
E ) export="false" ;;
|
||||
R ) restarttransform="false" ;;
|
||||
X ) restartfile="false" ;;
|
||||
h ) usage ;;
|
||||
\? ) echo 1>&2 "Unknown option: -$OPTARG"; usage; exit 1;;
|
||||
: ) echo 1>&2 "Missing option argument for -$OPTARG"; usage; exit 1;;
|
||||
* ) echo 1>&2 "Unimplemented option: -$OPTARG"; usage; exit 1;;
|
||||
esac
|
||||
done
|
||||
shift $(($OPTIND - 1))
|
||||
|
||||
# check for mandatory options
|
||||
if [ -z "$outputdir" ]; then
|
||||
echo 1>&2 "please provide path to directory for exported files (and OpenRefine workspace)"
|
||||
echo 1>&2 "example: ./openrefine-batch-docker.sh -c output/"
|
||||
exit 1
|
||||
fi
|
||||
if [ "$format" = "xml" ] || [ "$format" = "json" ] && [ -z "$inputoptions" ]; then
|
||||
echo 1>&2 "error: you specified the inputformat $format but did not provide mandatory input options"
|
||||
echo 1>&2 "please provide recordpath in multiple arguments without slashes"
|
||||
echo 1>&2 "example: ./openrefine-batch-docker.sh ... -f $format -i recordPath=collection -i recordPath=record"
|
||||
exit 1
|
||||
fi
|
||||
if [ "$format" = "fixed-width" ] && [ -z "$inputoptions" ]; then
|
||||
echo 1>&2 "error: you specified the inputformat $format but did not provide mandatory input options"
|
||||
echo 1>&2 "please provide column widths separated by comma (e.g. 7,5)"
|
||||
echo 1>&2 "example: ./openrefine-batch-docker.sh ... -f $format -i columnWidths=7,5"
|
||||
exit 1
|
||||
fi
|
||||
if [ "$format" = "xlsx" ] || [ "$format" = "ods" ] && [ -z "$inputoptions" ]; then
|
||||
echo 1>&2 "error: you specified the inputformat $format but did not provide mandatory input options"
|
||||
echo 1>&2 "please provide sheets separated by comma (e.g. 0,1), default: 0 (first sheet)"
|
||||
echo 1>&2 "example: ./openrefine-batch-docker.sh ... -f $format -i sheets=0"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# print variables
|
||||
uuid=$(cat /proc/sys/kernel/random/uuid)
|
||||
echo "Input directory: $inputdir"
|
||||
echo "Input files: ${inputfiles[*]}"
|
||||
echo "Input format: $inputformat"
|
||||
echo "Input options: ${inputoptions[*]}"
|
||||
echo "Config directory: $configdir"
|
||||
echo "Transformation rules: ${jsonfiles[*]}"
|
||||
echo "Cross directory: $crossdir"
|
||||
echo "Cross projects: ${crossprojects[*]}"
|
||||
echo "OpenRefine heap space: $ram"
|
||||
echo "OpenRefine version: $version"
|
||||
echo "OpenRefine workspace: $outputdir"
|
||||
echo "Export TSV to workspace: $export"
|
||||
echo "Docker container name: $uuid"
|
||||
echo "restart after file: $restartfile"
|
||||
echo "restart after transform: $restarttransform"
|
||||
echo ""
|
||||
|
||||
# declare additional variables
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Start process"
|
||||
|
||||
# launch server
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Launch OpenRefine"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
# wait until server is available
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
# show server logs
|
||||
docker attach ${uuid} &
|
||||
echo ""
|
||||
|
||||
# import all files
|
||||
if [ -n "$inputfiles" ]; then
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Import all files"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
for inputfile in "${inputfiles[@]}" ; do
|
||||
echo "import ${inputfile}..."
|
||||
# run client with input command
|
||||
docker run --rm --link ${uuid} -v ${inputdir}:/data felixlohmeier/openrefine-client -H ${uuid} -c $inputfile $inputformat ${inputoptions[@]}
|
||||
# show allocated system resources
|
||||
ps -o start,etime,%mem,%cpu,rss -C java --sort=start
|
||||
echo ""
|
||||
# restart server to clear memory
|
||||
if [ "$restartfile" = "true" ]; then
|
||||
echo "save project and restart OpenRefine server..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
echo ""
|
||||
fi
|
||||
done
|
||||
fi
|
||||
|
||||
# transform and export files
|
||||
if [ -n "$jsonfiles" ] || [ "$export" = "true" ]; then
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Prepare transform & export"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
|
||||
# get project ids
|
||||
echo "get project ids..."
|
||||
docker run --rm --link ${uuid} felixlohmeier/openrefine-client -H ${uuid} -l > "${outputdir}/projects.tmp"
|
||||
projectids=($(cat "${outputdir}/projects.tmp" | cut -c 2-14))
|
||||
projectnames=($(cat "${outputdir}/projects.tmp" | cut -c 17-))
|
||||
cat "${outputdir}/projects.tmp" && rm "${outputdir:?}/projects.tmp"
|
||||
echo ""
|
||||
|
||||
# provide additional OpenRefine projects for cross function
|
||||
if [ -n "$crossprojects" ]; then
|
||||
echo "provide additional projects for cross function..."
|
||||
# copy given projects to workspace
|
||||
rsync -a --exclude='*.project/history' "${crossdir}"/*.project "${outputdir}"
|
||||
# restart server to advertise copied projects
|
||||
echo "restart OpenRefine server to advertise copied projects..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
echo ""
|
||||
fi
|
||||
|
||||
# loop for all projects
|
||||
for ((i=0;i<${#projectids[@]};++i)); do
|
||||
|
||||
# apply transformation rules
|
||||
if [ -n "$jsonfiles" ]; then
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Transform ${projectnames[i]}"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
for jsonfile in "${jsonfiles[@]}" ; do
|
||||
echo "transform ${jsonfile}..."
|
||||
# run client with apply command
|
||||
docker run --rm --link ${uuid} -v ${configdir}:/data felixlohmeier/openrefine-client -H ${uuid} -f ${jsonfile} ${projectids[i]}
|
||||
# allocated system resources
|
||||
ps -o start,etime,%mem,%cpu,rss -C java --sort=start
|
||||
echo ""
|
||||
# restart server to clear memory
|
||||
if [ "$restarttransform" = "true" ]; then
|
||||
echo "save project and restart OpenRefine server..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
fi
|
||||
echo ""
|
||||
done
|
||||
fi
|
||||
|
||||
# export project to workspace
|
||||
if [ "$export" = "true" ]; then
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Export ${projectnames[i]}"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
# get filename without extension
|
||||
filename=${projectnames[i]%.*}
|
||||
echo "export to file ${filename}.tsv..."
|
||||
# run client with export command
|
||||
docker run --rm --link ${uuid} -v ${outputdir}:/data felixlohmeier/openrefine-client -H ${uuid} -E --output="${filename}.tsv" ${projectids[i]}
|
||||
# show allocated system resources
|
||||
ps -o start,etime,%mem,%cpu,rss -C java --sort=start
|
||||
echo ""
|
||||
fi
|
||||
|
||||
# restart server to clear memory
|
||||
if [ "$restartfile" = "true" ]; then
|
||||
echo "restart OpenRefine server..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
fi
|
||||
echo ""
|
||||
|
||||
done
|
||||
|
||||
# list output files
|
||||
if [ "$export" = "true" ]; then
|
||||
echo "output (number of lines / size in bytes):"
|
||||
wc -c -l "${outputdir}"/*.tsv
|
||||
echo ""
|
||||
fi
|
||||
fi
|
||||
|
||||
# cleanup
|
||||
echo "cleanup..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
rm -r -f "${outputdir:?}"/workspace*.json
|
||||
# delete duplicates from copied projects
|
||||
if [ -n "$crossprojects" ]; then
|
||||
for i in "${crossprojects[@]}" ; do rm -r -f "${outputdir}/${i}" ; done
|
||||
fi
|
||||
echo ""
|
||||
|
||||
# calculate and print checkpoints
|
||||
echo "=== Statistics ==="
|
||||
echo ""
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="End process"
|
||||
echo "starting time and run time of each step:"
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
for i in $(seq 1 $checkpoints); do
|
||||
diffsec="$((${checkpointdate[$(($i + 1))]} - ${checkpointdate[$i]}))"
|
||||
printf "%35s $(date --date=@${checkpointdate[$i]}) ($(date -d@${diffsec} -u +%H:%M:%S))\n" "${checkpointname[$i]}"
|
||||
done
|
||||
echo ""
|
||||
diffsec="$((${checkpointdate[$checkpoints]} - ${checkpointdate[1]}))"
|
||||
echo "total run time: $(date -d@${diffsec} -u +%H:%M:%S) (hh:mm:ss)"
|
||||
|
|
@ -1,240 +1,382 @@
|
|||
#!/bin/bash
|
||||
# openrefine-batch.sh, Felix Lohmeier, v0.6.4, 01.03.2017
|
||||
# openrefine-batch.sh, Felix Lohmeier, v1.0.1, 14.03.2017
|
||||
# https://github.com/felixlohmeier/openrefine-batch
|
||||
|
||||
# user input
|
||||
if [ -z "$1" ]
|
||||
then
|
||||
echo 1>&2 "please provide path to directory with source files (leave empty to transform only)"
|
||||
exit 2
|
||||
else
|
||||
inputdir=$(readlink -f $1)
|
||||
if [ -n "${inputdir// }" ] ; then
|
||||
inputfiles=($(find -L ${inputdir}/* -type f -printf "%f\n" 2>/dev/null))
|
||||
fi
|
||||
# declare download URLs for OpenRefine and OpenRefine client
|
||||
openrefine_URL="https://github.com/OpenRefine/OpenRefine/releases/download/2.7-rc.2/openrefine-linux-2.7-rc.2.tar.gz"
|
||||
client_URL="https://github.com/felixlohmeier/openrefine-client/archive/v0.3.1.tar.gz"
|
||||
|
||||
# check system requirements
|
||||
PYTHON="$(which python 2> /dev/null)"
|
||||
if [ -z "$PYTHON" ] ; then
|
||||
echo 1>&2 "This action requires you to have 'python' installed and present in your PATH. You can download it for free at http://www.python.org/"
|
||||
exit 1
|
||||
fi
|
||||
if [ -z "$2" ]
|
||||
then
|
||||
echo 1>&2 "please provide path to directory with config files (leave empty to import only)"
|
||||
exit 2
|
||||
else
|
||||
configdir=$(readlink -f $2)
|
||||
if [ -n "${configdir// }" ] ; then
|
||||
jsonfiles=($(find -L ${configdir}/* -type f -printf "%f\n" 2>/dev/null))
|
||||
fi
|
||||
PYTHON_VERSION="$($PYTHON --version 2>&1 | cut -f 2 -d ' ' | cut -f 1,2 -d .)"
|
||||
if [ "$PYTHON_VERSION" != "2.6" ] && [ "$PYTHON_VERSION" != "2.7" ]; then
|
||||
echo 1>&2 "This action requires Python version 2.6.x. or 2.7.x. You can download it for free at http://www.python.org/"
|
||||
exit 1
|
||||
fi
|
||||
if [ -z "$3" ]
|
||||
then
|
||||
echo 1>&2 "please provide path to output directory"
|
||||
exit 2
|
||||
else
|
||||
outputdir=$(readlink -m $3)
|
||||
mkdir -p ${outputdir}
|
||||
fi
|
||||
if [ -z "$4" ]
|
||||
then
|
||||
echo 1>&2 "please provide path to directory with additional OpenRefine projects for use with cross function (may be empty)"
|
||||
exit 2
|
||||
else
|
||||
crossdir=$(readlink -f $4)
|
||||
if [ -n "${crossdir// }" ] ; then
|
||||
crossprojects=($(find -L ${crossdir}/* -maxdepth 0 -type d -printf "%f\n" 2>/dev/null))
|
||||
fi
|
||||
fi
|
||||
if [ -z "$5" ]
|
||||
then
|
||||
ram="4G"
|
||||
else
|
||||
ram="$5"
|
||||
fi
|
||||
if [ -z "$6" ]
|
||||
then
|
||||
version="2.7rc1"
|
||||
else
|
||||
version="$6"
|
||||
fi
|
||||
if [ -z "$7" ]
|
||||
then
|
||||
restartfile="restartfile-true"
|
||||
else
|
||||
restartfile="$7"
|
||||
fi
|
||||
if [ -z "$8" ]
|
||||
then
|
||||
restarttransform="restarttransform-false"
|
||||
else
|
||||
restarttransform="$8"
|
||||
fi
|
||||
if [ -z "$9" ]
|
||||
then
|
||||
export="export-true"
|
||||
else
|
||||
export="$9"
|
||||
fi
|
||||
if [ -z "${10}" ]
|
||||
then
|
||||
inputformat=""
|
||||
else
|
||||
inputformat="--format=${10}"
|
||||
fi
|
||||
if [ -z "${11}" ]
|
||||
then
|
||||
inputoptions=""
|
||||
else
|
||||
inputoptions=( "${11}" "${12}" "${13}" "${14}" "${15}" "${16}" "${17}" "${18}" "${19}" "${20}" "${21}" "${22}" "${23}" "${24}" "${25}" )
|
||||
JAVA="$(which java 2> /dev/null)"
|
||||
if [ -z "$JAVA" ] ; then
|
||||
echo 1>&2 "This action requires you to have 'Java JRE' installed. You can download it for free at https://java.com"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# variables
|
||||
uuid=$(cat /proc/sys/kernel/random/uuid)
|
||||
# autoinstall OpenRefine
|
||||
if [ ! -d "openrefine" ]; then
|
||||
echo "Download OpenRefine..."
|
||||
mkdir -p openrefine
|
||||
wget -q --show-progress $openrefine_URL
|
||||
echo "Install OpenRefine in subdirectory openrefine..."
|
||||
tar -xzf "$(basename $openrefine_URL)" -C openrefine --strip 1 --totals
|
||||
rm -f "$(basename $openrefine_URL)"
|
||||
sed -i '$ a JAVA_OPTIONS=-Drefine.headless=true' openrefine/refine.ini
|
||||
echo ""
|
||||
fi
|
||||
|
||||
# autoinstall OpenRefine client
|
||||
if [ ! -d "openrefine-client" ]; then
|
||||
echo "Download OpenRefine client..."
|
||||
mkdir -p openrefine-client
|
||||
wget -q --show-progress $client_URL
|
||||
echo "Install OpenRefine client in subdirectory openrefine-client..."
|
||||
tar -xzf "$(basename $client_URL)" -C openrefine-client --strip 1 --totals
|
||||
rm -f "$(basename $client_URL)"
|
||||
echo ""
|
||||
fi
|
||||
|
||||
# help screen
|
||||
function usage () {
|
||||
cat <<EOF
|
||||
Usage: ./openrefine-batch.sh [-a INPUTDIR] [-b TRANSFORMDIR] [-c OUTPUTDIR] ...
|
||||
|
||||
== basic arguments ==
|
||||
-a INPUTDIR path to directory with source files (leave empty to transform only ; multiple files may be imported into a single project by providing a zip or tar.gz archive, cf. https://github.com/OpenRefine/OpenRefine/wiki/Importers )
|
||||
-b TRANSFORMDIR path to directory with OpenRefine transformation rules (json files, cf. http://kb.refinepro.com/2012/06/google-refine-json-and-my-notepad-or.html ; leave empty to transform only)
|
||||
-c OUTPUTDIR path to directory for exported files (and OpenRefine workspace)
|
||||
|
||||
== options ==
|
||||
-d CROSSDIR path to directory with additional OpenRefine projects (will be copied to workspace before transformation step to support the cross function, cf. https://github.com/OpenRefine/OpenRefine/wiki/GREL-Other-Functions )
|
||||
-f INPUTFORMAT (csv, tsv, xml, json, line-based, fixed-width, xlsx, ods)
|
||||
-i INPUTOPTIONS several options provided by openrefine-client, see below...
|
||||
-m RAM maximum RAM for OpenRefine java heap space (default: 2048M)
|
||||
-p PORT PORT on which OpenRefine should listen (default: 3333)
|
||||
-E do NOT export files
|
||||
-R do NOT restart OpenRefine after each transformation (e.g. config file)
|
||||
-X do NOT restart OpenRefine after each project (e.g. input file)
|
||||
-h displays this help screen
|
||||
|
||||
== inputoptions (mandatory for xml, json, fixed-width, xslx, ods) ==
|
||||
-i recordPath=RECORDPATH (xml, json): please provide path in multiple arguments without slashes, e.g. /collection/record/ should be entered like this: --recordPath=collection --recordPath=record
|
||||
-i columnWidths=COLUMNWIDTHS (fixed-width): please provide widths separated by comma (e.g. 7,5)
|
||||
-i sheets=SHEETS (xlsx, ods): please provide sheets separated by comma (e.g. 0,1), default: 0 (first sheet)
|
||||
|
||||
== more inputoptions (optional, only together with inputformat) ==
|
||||
-i projectName=PROJECTNAME (all formats)
|
||||
-i limit=LIMIT (all formats), default: -1
|
||||
-i includeFileSources=INCLUDEFILESOURCES (all formats), default: false
|
||||
-i trimStrings=TRIMSTRINGS (xml, json), default: false
|
||||
-i storeEmptyStrings=STOREEMPTYSTRINGS (xml, json), default: true
|
||||
-i guessCellValueTypes=GUESSCELLVALUETYPES (xml, csv, tsv, fixed-width, json), default: false
|
||||
-i encoding=ENCODING (csv, tsv, line-based, fixed-width), please provide short encoding name (e.g. UTF-8)
|
||||
-i ignoreLines=IGNORELINES (csv, tsv, line-based, fixed-width, xlsx, ods), default: -1
|
||||
-i headerLines=HEADERLINES (csv, tsv, fixed-width, xlsx, ods), default: 1
|
||||
-i skipDataLines=SKIPDATALINES (csv, tsv, line-based, fixed-width, xlsx, ods), default: 0
|
||||
-i storeBlankRows=STOREBLANKROWS (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
|
||||
-i processQuotes=PROCESSQUOTES (csv, tsv), default: true
|
||||
-i storeBlankCellsAsNulls=STOREBLANKCELLSASNULLS (csv, tsv, line-based, fixed-width, xlsx, ods), default: true
|
||||
-i linesPerRow=LINESPERROW (line-based), default: 1
|
||||
|
||||
== example ==
|
||||
|
||||
./openrefine-batch.sh \
|
||||
-a examples/powerhouse-museum/input/ \
|
||||
-b examples/powerhouse-museum/config/ \
|
||||
-c examples/powerhouse-museum/output/ \
|
||||
-f tsv \
|
||||
-i processQuotes=false \
|
||||
-i guessCellValueTypes=true
|
||||
|
||||
clone or download GitHub repository to get example data:
|
||||
https://github.com/felixlohmeier/openrefine-batch/archive/master.zip
|
||||
|
||||
EOF
|
||||
exit 1
|
||||
}
|
||||
|
||||
# defaults
|
||||
ram="2048M"
|
||||
port="3333"
|
||||
restartfile="true"
|
||||
restarttransform="true"
|
||||
export="true"
|
||||
inputdir=/dev/null
|
||||
configdir=/dev/null
|
||||
crossdir=/dev/null
|
||||
|
||||
# check input
|
||||
NUMARGS=$#
|
||||
if [ "$NUMARGS" -eq 0 ]; then
|
||||
usage
|
||||
fi
|
||||
|
||||
# get user input
|
||||
options="a:b:c:d:f:i:m:p:ERXh"
|
||||
while getopts $options opt; do
|
||||
case $opt in
|
||||
a ) inputdir=$(readlink -f ${OPTARG}); if [ -n "${inputdir// }" ] ; then inputfiles=($(find -L "${inputdir}"/* -type f -printf "%f\n" 2>/dev/null)); fi ;;
|
||||
b ) configdir=$(readlink -f ${OPTARG}); if [ -n "${configdir// }" ] ; then jsonfiles=($(find -L "${configdir}"/* -type f -printf "%f\n" 2>/dev/null)); fi ;;
|
||||
c ) outputdir=$(readlink -m ${OPTARG}); mkdir -p "${outputdir}" ;;
|
||||
d ) crossdir=$(readlink -f ${OPTARG}); if [ -n "${crossdir// }" ] ; then crossprojects=($(find -L "${crossdir}"/* -maxdepth 0 -type d -printf "%f\n" 2>/dev/null)); fi ;;
|
||||
f ) format="${OPTARG}" ; inputformat="--format=${OPTARG}" ;;
|
||||
i ) inputoptions+=("--${OPTARG}") ;;
|
||||
m ) ram=${OPTARG} ;;
|
||||
p ) port=${OPTARG} ;;
|
||||
E ) export="false" ;;
|
||||
R ) restarttransform="false" ;;
|
||||
X ) restartfile="false" ;;
|
||||
h ) usage ;;
|
||||
\? ) echo 1>&2 "Unknown option: -$OPTARG"; usage; exit 1;;
|
||||
: ) echo 1>&2 "Missing option argument for -$OPTARG"; usage; exit 1;;
|
||||
* ) echo 1>&2 "Unimplemented option: -$OPTARG"; usage; exit 1;;
|
||||
esac
|
||||
done
|
||||
shift $(($OPTIND - 1))
|
||||
|
||||
# check for mandatory options
|
||||
if [ -z "$outputdir" ]; then
|
||||
echo 1>&2 "please provide path to directory for exported files (and OpenRefine workspace)"
|
||||
echo 1>&2 "example: ./openrefine-batch.sh -c output/"
|
||||
exit 1
|
||||
fi
|
||||
if [ "$format" = "xml" ] || [ "$format" = "json" ] && [ -z "$inputoptions" ]; then
|
||||
echo 1>&2 "error: you specified the inputformat $format but did not provide mandatory input options"
|
||||
echo 1>&2 "please provide recordpath in multiple arguments without slashes"
|
||||
echo 1>&2 "example: ./openrefine-batch.sh ... -f $format -i recordPath=collection -i recordPath=record"
|
||||
exit 1
|
||||
fi
|
||||
if [ "$format" = "fixed-width" ] && [ -z "$inputoptions" ]; then
|
||||
echo 1>&2 "error: you specified the inputformat $format but did not provide mandatory input options"
|
||||
echo 1>&2 "please provide column widths separated by comma (e.g. 7,5)"
|
||||
echo 1>&2 "example: ./openrefine-batch.sh ... -f $format -i columnWidths=7,5"
|
||||
exit 1
|
||||
fi
|
||||
if [ "$format" = "xlsx" ] || [ "$format" = "ods" ] && [ -z "$inputoptions" ]; then
|
||||
echo 1>&2 "error: you specified the inputformat $format but did not provide mandatory input options"
|
||||
echo 1>&2 "please provide sheets separated by comma (e.g. 0,1), default: 0 (first sheet)"
|
||||
echo 1>&2 "example: ./openrefine-batch.sh ... -f $format -i sheets=0"
|
||||
exit 1
|
||||
fi
|
||||
|
||||
# print variables
|
||||
echo "Input directory: $inputdir"
|
||||
echo "Input files: ${inputfiles[@]}"
|
||||
echo "Input files: ${inputfiles[*]}"
|
||||
echo "Input format: $inputformat"
|
||||
echo "Input options: ${inputoptions[@]}"
|
||||
echo "Input options: ${inputoptions[*]}"
|
||||
echo "Config directory: $configdir"
|
||||
echo "Transformation rules: ${jsonfiles[@]}"
|
||||
echo "Transformation rules: ${jsonfiles[*]}"
|
||||
echo "Cross directory: $crossdir"
|
||||
echo "Cross projects: ${crossprojects[@]}"
|
||||
echo "Cross projects: ${crossprojects[*]}"
|
||||
echo "OpenRefine heap space: $ram"
|
||||
echo "OpenRefine version: $version"
|
||||
echo "OpenRefine port: $port"
|
||||
echo "OpenRefine workspace: $outputdir"
|
||||
echo "Export TSV to workspace: $export"
|
||||
echo "Docker container name: $uuid"
|
||||
echo "restart after file: $restartfile"
|
||||
echo "restart after transform: $restarttransform"
|
||||
echo ""
|
||||
|
||||
# time
|
||||
echo "begin: $(date)"
|
||||
echo ""
|
||||
# declare additional variables
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Start process"
|
||||
memoryload=()
|
||||
|
||||
# launch server
|
||||
echo "start OpenRefine server..."
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Launch OpenRefine"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
openrefine/refine -p ${port} -d "${outputdir}" -m ${ram} &
|
||||
pid=$!
|
||||
# wait until server is available
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
# show server logs
|
||||
docker attach ${uuid} &
|
||||
until wget -q -O - http://localhost:${port} | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
echo ""
|
||||
|
||||
# import all files
|
||||
if [ -n "$inputfiles" ]; then
|
||||
echo "=== IMPORT ==="
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Import all files"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
for inputfile in "${inputfiles[@]}" ; do
|
||||
echo "import ${inputfile}..."
|
||||
# run client with input command
|
||||
docker run --rm --link ${uuid} -v ${inputdir}:/data felixlohmeier/openrefine-client -H ${uuid} -c $inputfile $inputformat ${inputoptions[@]}
|
||||
# show statistics
|
||||
ps -o start,etime,%mem,%cpu,rss -C java --sort=start
|
||||
openrefine-client/refine.py -P ${port} -c ${inputdir}/${inputfile} $inputformat "${inputoptions[@]}"
|
||||
# show allocated system resources
|
||||
ps -o start,etime,%mem,%cpu,rss -p ${pid} --sort=start
|
||||
memoryload+=($(ps --no-headers -o rss -p ${pid}))
|
||||
echo ""
|
||||
# restart server to clear memory
|
||||
if [ "$restartfile" = "restartfile-true" ]; then
|
||||
if [ "$restartfile" = "true" ]; then
|
||||
echo "save project and restart OpenRefine server..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
kill ${pid}
|
||||
wait
|
||||
echo ""
|
||||
openrefine/refine -p ${port} -d "${outputdir}" -m ${ram} &
|
||||
pid=$!
|
||||
until wget -q -O - http://localhost:${port} | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
echo ""
|
||||
fi
|
||||
done
|
||||
fi
|
||||
|
||||
# transform and export files
|
||||
if [ -n "$jsonfiles" ] || [ "$export" = "export-true" ]; then
|
||||
echo "=== TRANSFORM / EXPORT ==="
|
||||
if [ -n "$jsonfiles" ] || [ "$export" = "true" ]; then
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Prepare transform & export"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
|
||||
# get project ids
|
||||
echo "get project ids..."
|
||||
projects=($(docker run --rm --link ${uuid} felixlohmeier/openrefine-client -H ${uuid} -l | tee ${outputdir}/projects.tmp | cut -c 2-14))
|
||||
cat ${outputdir}/projects.tmp && rm ${outputdir}/projects.tmp
|
||||
openrefine-client/refine.py -P ${port} -l > "${outputdir}/projects.tmp"
|
||||
projectids=($(cat "${outputdir}/projects.tmp" | cut -c 2-14))
|
||||
projectnames=($(cat "${outputdir}/projects.tmp" | cut -c 17-))
|
||||
cat "${outputdir}/projects.tmp" && rm "${outputdir:?}/projects.tmp"
|
||||
echo ""
|
||||
|
||||
# provide additional OpenRefine projects for cross function
|
||||
if [ -n "$crossprojects" ]; then
|
||||
echo "provide additional projects for cross function..."
|
||||
# copy given projects to workspace
|
||||
rsync -a --exclude='*.project/history' $crossdir/*.project $outputdir
|
||||
rsync -a --exclude='*.project/history' "${crossdir}"/*.project "${outputdir}"
|
||||
# restart server to advertise copied projects
|
||||
echo "restart OpenRefine server to advertise copied projects..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
kill ${pid}
|
||||
wait
|
||||
echo ""
|
||||
openrefine/refine -p ${port} -d "${outputdir}" -m ${ram} &
|
||||
pid=$!
|
||||
until wget -q -O - http://localhost:${port} | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
echo ""
|
||||
fi
|
||||
|
||||
# loop for all projects
|
||||
for projectid in "${projects[@]}" ; do
|
||||
# time
|
||||
echo "--- begin project $projectid @ $(date) ---"
|
||||
echo ""
|
||||
for ((i=0;i<${#projectids[@]};++i)); do
|
||||
|
||||
# apply transformation rules
|
||||
if [ -n "$jsonfiles" ]; then
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Transform ${projectnames[i]}"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
for jsonfile in "${jsonfiles[@]}" ; do
|
||||
echo "transform ${jsonfile}..."
|
||||
# run client with apply command
|
||||
docker run --rm --link ${uuid} -v ${configdir}:/data felixlohmeier/openrefine-client -H ${uuid} -f ${jsonfile} ${projectid}
|
||||
# show statistics
|
||||
ps -o start,etime,%mem,%cpu,rss -C java --sort=start
|
||||
openrefine-client/refine.py -P ${port} -f ${configdir}/${jsonfile} ${projectids[i]}
|
||||
# allocated system resources
|
||||
ps -o start,etime,%mem,%cpu,rss -p ${pid} --sort=start
|
||||
memoryload+=($(ps --no-headers -o rss -p ${pid}))
|
||||
echo ""
|
||||
# restart server to clear memory
|
||||
if [ "$restarttransform" = "restarttransform-true" ]; then
|
||||
if [ "$restarttransform" = "true" ]; then
|
||||
echo "save project and restart OpenRefine server..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
kill ${pid}
|
||||
wait
|
||||
echo ""
|
||||
openrefine/refine -p ${port} -d "${outputdir}" -m ${ram} &
|
||||
pid=$!
|
||||
until wget -q -O - http://localhost:${port} | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
fi
|
||||
echo ""
|
||||
done
|
||||
fi
|
||||
|
||||
# export project to workspace
|
||||
if [ "$export" = "export-true" ]; then
|
||||
echo "export to file ${projectid}.tsv..."
|
||||
if [ "$export" = "true" ]; then
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="Export ${projectnames[i]}"
|
||||
echo "=== $checkpoints. ${checkpointname[$(($checkpoints + 1))]} ==="
|
||||
echo ""
|
||||
echo "starting time: $(date --date=@${checkpointdate[$(($checkpoints + 1))]})"
|
||||
echo ""
|
||||
# get filename without extension
|
||||
filename=${projectnames[i]%.*}
|
||||
echo "export to file ${filename}.tsv..."
|
||||
# run client with export command
|
||||
docker run --rm --link ${uuid} -v ${outputdir}:/data felixlohmeier/openrefine-client -H ${uuid} -E --output=${projectid}.tsv ${projectid}
|
||||
# show statistics
|
||||
ps -o start,etime,%mem,%cpu,rss -C java --sort=start
|
||||
# restart server to clear memory
|
||||
if [ "$restartfile" = "restartfile-true" ]; then
|
||||
echo "restart OpenRefine server..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
docker run -d --name=${uuid} -v ${outputdir}:/data felixlohmeier/openrefine:${version} -i 0.0.0.0 -m ${ram} -d /data
|
||||
until docker run --rm --link ${uuid} --entrypoint /usr/bin/curl felixlohmeier/openrefine-client --silent -N http://${uuid}:3333 | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
docker attach ${uuid} &
|
||||
fi
|
||||
echo""
|
||||
openrefine-client/refine.py -P ${port} -E --output="${outputdir}/${filename}.tsv" ${projectids[i]}
|
||||
# show allocated system resources
|
||||
ps -o start,etime,%mem,%cpu,rss -p ${pid} --sort=start
|
||||
memoryload+=($(ps --no-headers -o rss -p ${pid}))
|
||||
echo ""
|
||||
fi
|
||||
|
||||
# time
|
||||
echo "--- finished project $projectid @ $(date) ---"
|
||||
# restart server to clear memory
|
||||
if [ "$restartfile" = "true" ]; then
|
||||
echo "restart OpenRefine server..."
|
||||
kill ${pid}
|
||||
wait
|
||||
echo ""
|
||||
openrefine/refine -p ${port} -d "${outputdir}" -m ${ram} &
|
||||
pid=$!
|
||||
until wget -q -O - http://localhost:${port} | cat | grep -q -o "OpenRefine" ; do sleep 1; done
|
||||
fi
|
||||
echo ""
|
||||
|
||||
done
|
||||
|
||||
# list output files
|
||||
if [ "$export" = "export-true" ]; then
|
||||
if [ "$export" = "true" ]; then
|
||||
echo "output (number of lines / size in bytes):"
|
||||
wc -c -l ${outputdir}/*.tsv
|
||||
wc -c -l "${outputdir}"/*.tsv
|
||||
echo ""
|
||||
fi
|
||||
fi
|
||||
|
||||
# cleanup
|
||||
echo "cleanup..."
|
||||
docker stop -t=5000 ${uuid}
|
||||
docker rm ${uuid}
|
||||
rm -r -f ${outputdir}/workspace*.json
|
||||
kill ${pid}
|
||||
wait
|
||||
rm -r -f "${outputdir:?}"/workspace*.json
|
||||
# delete duplicates from copied projects
|
||||
if [ -n "$crossprojects" ]; then
|
||||
for i in "${crossprojects[@]}" ; do rm -r -f ${outputdir}/${i} ; done
|
||||
for i in "${crossprojects[@]}" ; do rm -r -f "${outputdir}/${i}" ; done
|
||||
fi
|
||||
echo ""
|
||||
|
||||
# time
|
||||
echo "finish: $(date)"
|
||||
# calculate and print checkpoints
|
||||
echo "=== Statistics ==="
|
||||
echo ""
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
checkpointname[$(($checkpoints + 1))]="End process"
|
||||
echo "starting time and run time of each step:"
|
||||
checkpoints=${#checkpointdate[@]}
|
||||
checkpointdate[$(($checkpoints + 1))]=$(date +%s)
|
||||
for i in $(seq 1 $checkpoints); do
|
||||
diffsec="$((${checkpointdate[$(($i + 1))]} - ${checkpointdate[$i]}))"
|
||||
printf "%35s $(date --date=@${checkpointdate[$i]}) ($(date -d@${diffsec} -u +%H:%M:%S))\n" "${checkpointname[$i]}"
|
||||
done
|
||||
echo ""
|
||||
diffsec="$((${checkpointdate[$checkpoints]} - ${checkpointdate[1]}))"
|
||||
echo "total run time: $(date -d@${diffsec} -u +%H:%M:%S) (hh:mm:ss)"
|
||||
# calculate and print memory load
|
||||
max=${memoryload[0]}
|
||||
for n in "${memoryload[@]}" ; do
|
||||
((n > max)) && max=$n
|
||||
done
|
||||
echo "highest memory load: $(($max / 1024)) MB"
|
||||
|
|
|
|||
Loading…
Reference in New Issue