A Go client library and CLI for GROBID document parsing service. To install the CLI:
$ go install github.com/miku/grodidclient/cmd/grobidcli@latest
This CLI and library includes functionality:
- to run parsing on a single PDF file
- to run parsing recursively on files in a directory
- to convert TEI XML to a JSON format, akin to grobid-tei-xml (Python, cf. #41)
The CLI allows to access the various services, receive parsed XML or JSON results or to process a complete directory of PDF files (in parallel).
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grobidcli | valid service (-s) names:
processFulltextDocument
processHeaderDocument
processReferences
processCitationList
processCitationPatentST36
processCitationPatentPDF
Note: options passed to grobid API are prefixed with "g-", like "g-ira"
-H use sha1 of file contents as the filename
-O string
output directory to write parsed files to
-P do a ping, then exit
-S string
server URL (default "http://localhost:8070")
-T duration
client timeout (default 1m0s)
-W string
path to WARC file to extract PDFs and parse them (experimental)
-c string
path to config file, often config.json
-d string
input directory to scan for PDF, txt, or XML files
-debug
use debug result writer, does not create any output files
-f string
single input file to process
-g-cc
grobid: consolidate citations
-g-ch
grobid: consolidate header
-g-force
grobid: force reprocess
-g-gi
grobid: generate ids
-g-ira
grobid: include raw affiliations
-g-irc
grobid: include raw citations
-g-ss
grobid: segment sentences
-j output json for a single file
-n int
number of concurrent workers (default 12)
-r int
max retries (default 10)
-s string
a valid service name (default "processFulltextDocument")
-v be verbose
-version
show version
Examples:
Process a single PDF file and get back TEI-XML
$ grobidcli -S localhost:8070 -f testdata/pdf/062RoisinAronAmericanNaturalist03.pdf
Process a single PDF file and get back JSON
$ grobidcli -j -f testdata/pdf/062RoisinAronAmericanNaturalist03.pdf
Process a directory of PDF files
$ grobidcli -d fixturesProcess a single PDF.
$ grobidcli -f testdata/pdf/062RoisinAronAmericanNaturalist03.pdf | xmllint --format - | head -10
<?xml version="1.0" encoding="UTF-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XML...
<teiHeader xml:lang="en">
<fileDesc>
<titleStmt>
<title level="a" type="main">Split Sex Ratios ...
<funder ref="#_ZXgvsGF">
<orgName type="full">Belgian National ...
</funder>
</titleStmt>
...Process a single PDF and convert to JSON:
$ grobidcli -j -S http://localhost:8070 -f testdata/pdf/1906.02444.pdf | jq .
{
"grobid_version": "0.8.0",
"grobid_ts": "2024-08-27T16:56+0000",
"header": {
"authors": [
{
"full_name": "Davor Kolar",
"given_name": "Davor",
"surname": "Kolar",
"email": "[email protected]"
},
{
"full_name": "Dragutin Lisjak",
"given_name": "Dragutin",
"surname": "Lisjak",
"email": "[email protected]"
},
{
"full_name": "Michał Paj Ąk",
"given_name": "Michał",
"surname": "Paj Ąk"
},
{
"full_name": "Danijel Pavkovic",
"given_name": "Danijel",
"surname": "Pavkovic",
"email": "[email protected]"
}
],
"date": "2019-06-06",
"doi": "10.1177/ToBeAssigned",
"arxiv_id": "1906.02444v1[cs.LG]"
},
"pdfmd5": "E04A100BC6A02EFBF791566D6CB62BC9",
"lang": "en",
"citations": [
{
"authors": [
{
"full_name": "O Abdeljaber",
"given_name": "O",
"surname": "Abdeljaber"
},
{
"full_name": "O Avci",
"given_name": "O",
"surname": "Avci"
},
{
"full_name": "S Kiranyaz",
"given_name": "S",
"surname": "Kiranyaz"
},
{
"full_name": "M Gabbouj",
"given_name": "M",
"surname": "Gabbouj"
},
{
"full_name": "D J Inman",
"given_name": "D",
"middle_name": "J",
"surname": "Inman"
}
],
"id": "b0",
"date": "2017",
"title": "Real-time vibration-based stru...",
"journal": "J. Sound Vib",
"volume": "388",
"pages": "154-170",
"first_page": "154",
"last_page": "170"
},
...
],
"abstract": "Recent trends focusing on Industry 4.0 conce...",
"body": "Introduction Rotating machines in general consis..."
}Process pdf files in a directory in parallel.
$ grobidcli -d testdata/pdf
2024/07/30 20:48:35 scanning testdata/pdf/
2024/07/30 20:48:37 got result [200]: testdata/pdf/62-Article Text-140-1-10-20190621.pdf
2024/07/30 20:48:39 got result [200]: testdata/pdf/062RoisinAronAmericanNaturalist03.pdfBy default, for each PDF file a separate file is written to a file with the
grobid.tei.xml extension.
Package documentation on pkg.go.dev. Example takes from the grobidcli tool.
import (
...
"fmt"
"json"
"log"
...
"github.com/miku/grobidclient"
"github.com/miku/grobidclient/tei"
)
...
opts := &grobidclient.Options{
GenerateIDs: *generateIDs,
ConsolidateHeader: *consolidateHeader,
ConsolidateCitations: *consolidateCitations,
IncludeRawCitations: *includeRawCitations,
IncluseRawAffiliations: *includeRawAffiliations,
TEICoordinates: []string{
"ref",
"figure",
"persName",
"formula",
"biblStruct",
},
SegmentSentences: *segmentSentences,
Force: *forceReprocess,
Verbose: *verbose,
OutputDir: *outputDir,
CreateHashSymlinks: *createHashSymlinks,
}
switch {
case *inputFile != "":
result, err := grobid.ProcessPDF("my.pdf",
"processFulltextDocument", opts)
if err != nil {
log.Fatal(err)
}
switch {
case *jsonFormat:
doc, err := tei.ParseDocument(
bytes.NewReader(result.Body))
if err != nil {
log.Fatal(err)
}
enc := json.NewEncoder(os.Stdout)
if err := enc.Encode(doc); err != nil {
log.Fatal(err)
}
case result.StatusCode == 200:
fmt.Println(result.StringBody())
default:
log.Fatal(result)
}
...- allow to process WARC files
- allow to group all output from one go into a single file (XML in JSON, really...)
It would be nice to be able to point to a WARC file and parse all found PDFs in that WARC file.
$ grobidcli -W https://is.gd/Jpz7OH -o parsed.json- try to cache processing; cache may be keyed on content hash