gnparser

README

Global Names Parser: GNparser written in Go

Try GNparser online.

IMPORTANT: We are releasing gnparser v1.0.0, it means that from v1.x forward
gnparser command line app, functions and output format will be stable and
backward compatible for several years (until v2). There are several backward
incompatible changes with versions v0.x that are documented at
https://github.com/gnames/gnparser/wiki/Changes-in-v1.0.0

GNparser splits scientific names into their semantic elements with an associated meta information. Parsing is indispensable for matching names from different data sources, because it can normalize different lexical variants of names to the same canonical form.

This parser, written in Go, is the 3rd iteration of the project. The first, biodiversity, had been written in Ruby, the second, also gnparser, had been written in Scala. This project is now a substitution for the other two. Scala project is in an archived state, biodiversity now uses Go code for parsing. All three projects were developed as a part of Global Names Architecture Project.

To use GNparser as a command line tool under Windows, Mac or Linux, download the latest release, uncompress it, and copy gnparser binary somewhere in your PATH.

tar xvf gnparser-v1.0.0-linux.tar.gz
sudo cp gnparser /usr/local/bin
# for CSV output
gnparser "Homo sapiens Linnaeus"
# for JSON output
gnparser -f compact "Homo sapiens Linnaeus"
# or
gnparser -f pretty "Homo sapiens Linnaeus"
gnparser -h

• Citing
• Introduction
• Speed
• Features
• Use Cases
  • Getting the simplest possible canonical form
  • Quickly partition names by the type
  • Normalizing name-strings
  • Removing authorship from the middle of the name
  • Figuring out if names are well-formed
  • Creating stable GUIDs for name-strings
  • Assembling canonical forms etc. from original spelling
• Tutorials
• Installation
  • Install with Homebrew
  • Linux or OS X
  • Windows
  • Install with Go
• Usage
  • Command Line
  • Pipes
  • R language package
  • Usage as a REST API Interface
  • Use as a Docker image
  • Use as a library in Go
  • Use as a shared C library
• Parsing ambiguities
  • Names with filius (ICN code)
  • Names with subgenus (ICZN code) and genus author (ICN code)
• Authors
• Contributors
• References
• License

Citing

Zenodo DOI can be used to ciet GNparser

Introduction

Global Names Parser or gnparser is a program written in Go for breaking up scientific names into their elements. It uses peg -- a Parsing Expression Grammar (PEG) tool.

Many other parsing algorithms for scientific names use regular expressions. This approach works well for extracting canonical forms in simple cases. However, for complex scientific names and to parse scientific names into all semantic elements, regular expressions often fail, unable to overcome the recursive nature of data embedded in names. By contrast, gnparser is able to deal with the most complex scientific name-strings.

gnparser takes a name-string like Drosophila (Sophophora) melanogaster Meigen, 1830 and returns parsed components in CSV or JSON format. The parsing of scientific names might become surprisingly complex and the GNparser's test file is a good source of information about the parser's capabilities, its input and output.

Speed

Number of names parsed per second on an AMD Ryzen 7 5800H CPU (8 cores, 16 threads), GNparser v1.3.0:

gnparser 1_000_000_names.txt -j 200 > /dev/null

Threads	names/sec
1	9,000
2	19,000
4	35,000
8	56,000
16	82,000
100	107,000
200	111,000

For simplest output Go gnparser is roughly 2 times faster than Scala gnparser and about 100 times faster than pure Ruby implementation. For JSON formats the parser is approximately 8 times faster than Scala one, due to more efficient JSON conversion.

Features

• Fastest parser ever.
• Very easy to install, just placing executable somewhere in the PATH is sufficient.
• Extracts all elements from a name, not only canonical forms.
• Works with very complex scientific names, including hybrid formulas.
• Includes RESTful service and interactive web interface.
• Can run as a command line application.
• Can be used as a library in Go projects.
• Can be scaled to many CPUs and computers (if 250 millions names an hour is not enough).
• Calculates a stable UUID version 5 ID from the content of a string.
• Provides C-binding to incorporate parser to other languages.

Use Cases

Getting the simplest possible canonical form

Canonical forms of a scientific name are the latinized components without annotations, authors or dates. They are great for matching lexical variants of names. Three versions of canonical forms are included:

The canonicalName -> full is good for presentation, as it keeps more details.

The canonicalName -> simple field is good for matching names from different sources, because sometimes dataset curators omit hybrid sign in named hybrids, or remove ranks for infraspecific epithets.

The canonicalName -> stem field normalizes simple canonical form even further. The normalization is done according to stemming rules for Latin language described in Schinke R et al (1996). For example letters j are converted to i, letters v are converted to u, and suffixes are removed from the specific and infraspecific epithets.

If you only care about canonical form of a name you can use default --format csv flag with command line tool.

CSV output has the following fields:

Field	Meaning
Id	UUID v5 generated out of Verbatim
Verbatim	Input name-string without any changes
Cardinality	0 - N/A, 1 - Uninomial, 2 - Binomial etc.
CanonicalStem	Simplest canonical form with removed suffixes
CanonicalSimple	Simplest canonical form
CanonicalFull	Canonical form with hybrid sign and ranks
Authors	Authorship of a name
Year	Year of the name (if given)
Quality	Parsing quality

Quickly partition names by the type

Usually scientific names can be broken into groups according to the number of elements:

• Uninomial
• Binomial
• Trinomial
• Quadrinomial

The output of gnparser contains a Cardinality field that tells, when possible, how many elements are detected in the name.

Cardinality	Name Type
0	Undetermined
1	Uninomial
2	Binomial
3	Trinomial
4	Quadrinomial

For hybrid formulas, "approximate" names (with "sp.", "spp." etc.), unparsed names, as well as names from BOLD project cardinality is 0 (Undetermined)

Normalizing name-strings

There are many inconsistencies in how scientific names may be written. Use normalized field to bring them all to a common form (spelling, spacing, ranks).

Removing authorship from the middle of the name

Often data administrators spit name-strings into "name part" and "authorship part". This practice misses some information when dealing with names like "Prosthechea cochleata (L.) W.E.Higgins var. grandiflora (Mutel) Christenson". However, if this is the use case, a combination of canonicalName -> full with the authorship from the lowest taxon will do the job. You can also use the default --format csv flag for gnparser command line tool.

Figuring out if names are well-formed

If there are problems with parsing a name, parser generates qualityWarnings messages and lowers parsing quality of the name. Quality values mean the following:

• "quality": 1 - No problems were detected.
• "quality": 2 - There were small problems, normalized result should still be good.
• "quality": 3 - There are some significant problems with parsing.
• "quality": 4 - There were serious problems with the name, and the final result is rather doubtful.
• "quality": 0 - A string could not be recognized as a scientific name and parsing failed.

Creating stable GUIDs for name-strings

gnparser uses UUID version 5 to generate its id field. There is algorithmic 1:1 relationship between the name-string and the UUID. Moreover the same algorithm can be used in any popular language to generate the same UUID. Such IDs can be used to globally connect information about name-strings or information associated with name-strings.

More information about UUID version 5 can be found in the Global Names blog

Assembling canonical forms etc. from original spelling

gnparser tries to correct problems with spelling, but sometimes it is important to keep original spelling of the canonical forms or authorship. The words field attaches semantic meaning to every word in the original name-string and allows users to create canonical forms or other combinations using the original verbatim spelling of the words. Each element in words contains 3 parts:

1. verbatim value of a word
2. semantic meaning of the word
3. start position of the word
4. end position of the word

The words section belongs to additional details. To use it enable --details flag for the command line application.

gnparser -d "Pardosa moesta Banks, 1892"

Tutorials

• Parsing names from CSV files tutorial

Installation

Compiled programs in Go are self-sufficient and small (gnparser is only a few megabytes). As a result the binary file of gnparser is all you need to make it work. You can install it by downloading the latest version of the binary for your operating system, and placing it in your PATH.

Install with Homebrew

Homebrew is a packaging system originally made for Mac OS X. You can use it now for Mac, Linux, or Windows X WSL (Windows susbsystem for Linux).

1. Install Homebrew according to their instructions.

2. Install gnparser with:

   brew tap gnames/gn
   brew install gnparser
   

Linux or OS X

Move gnparser executable somewhere in your PATH (for example /usr/local/bin)

sudo mv path_to/gnparser /usr/local/bin

Windows

One possible way would be to create a default folder for executables and place gnparser there.

Use Windows+R keys combination and type "cmd". In the appeared terminal window type:

mkdir C:\bin
copy path_to\gnparser.exe C:\bin

Add C:\bin directory to your PATH environment variable.

It is also possible to install Windows Subsystem for Linux on Windows 10, and use gnparser as a Linux executable.

Install with Go

If you have Go installed on your computer use

go get -u github.com/gnames/gnparser/gnparser

For development install gnu make and use the following:

git clone https://github.com/gnames/gnparser.git
cd gnparser
make tools
make install

You do need your PATH to include $HOME/go/bin

Usage

Command Line

gnparser -f pretty "Quadrella steyermarkii (Standl.) Iltis & Cornejo"

Relevant flags:

--help -h : help information about flags.

--batch_size -b : Sets a maximum number of names collected into a batch before processing. This flag is ignored if parsing mode is set to streaming with -s flag.

--cultivars -C : Adds support for botanical cultivars like Sarracenia flava 'Maxima'.

--capitalize -c : Capitalizes the first letter of name-strings.

--details -d : Return more details for a parsed name. This flag is ignored for CSV formatting.

--format -f : output format. Can be compact, pretty, csv. Default is csv.

CSV format returns a header row and the CSV-compatible parsed result.

--jobs -j : number of jobs running concurrently.

--ignore_tags -i : keeps HTML entities and tags if they are present in a name-string. If your data is clean from HTML tags or entities, you can use this flag to increase performance.

--port -p : set a port to run web-interface and RESTful API.

--stream -s : gnparser can be used from any language using pipe-in/pipe-out of the command line application. This approach requires sending 1 name at a time to gnparser instead of sending names in batches. Streaming allows to achieve that.

--unordered -u : does not restore the order of output according to the order of input.

--version -V : shows the version number of gnparser.

To parse one name:

# CSV output (default)
gnparser "Parus major Linnaeus, 1788"
# or
gnparser -f csv "Parus major Linnaeus, 1788"

# JSON compact format
gnparser "Parus major Linnaeus, 1788" -f compact

# pretty format
gnparser -f pretty "Parus major Linnaeus, 1788"

# to parse a name from the standard input
echo "Parus major Linnaeus, 1788" | gnparser

# to parse a botanical cultivar name
gnparser "Anthurium 'Ace of Spades'" --cultivar
gnparser "Phyllostachys vivax cv aureocaulis" -c

# to parse name that is all in low-case
gnparser "parus major" --capitalize
gnparser "parus major" -c

To parse a file:

There is no flag for parsing a file. If parser finds the given file path on your computer, it will parse the content of the file, assuming that every line is a new scientific name. If the file path is not found, gnparser will try to parse the "path" as a scientific name.

Parsed results will stream to STDOUT, while progress of the parsing will be directed to STDERR.

# to parse with 200 parallel processes
gnparser -j 200 names.txt > names_parsed.csv

# to parse file with more detailed output
gnparser names.txt -d -f compact > names_parsed.txt

# to parse files using pipes
cat names.txt | gnparser -f csv -j 200 > names_parsed.csv

# to parse using `stream` method instead of `batch` method.
cat names.txt | gnparser -s > names_parsed.csv

# to not remove html tags and entities during parsing. You gain a bit of
# performance with this option if your data does not contain HTML tags or
# entities.
gnparser "<i>Pomatomus</i>&nbsp;<i>saltator</i>"
gnparser -i "<i>Pomatomus</i>&nbsp;<i>saltator</i>"
gnparser -i "Pomatomus saltator"

If jobs number is set to more than 1, parsing uses several concurrent processes. This approach increases speed of parsing on multi-CPU computers. The results are returned in some random order, and reassembled into the order of input transparently for a user.

Potentially the input file might contain millions of names, therefore creating one properly formatted JSON output might be prohibitively expensive. Therefore the parser creates one JSON line per name (when compact format is used)

You can use up to 20 times more "threads" than the number of your CPU cores to reach maximum speed of parsing (--jobs 200 flag). It is practical because additional "threads" are very cheap in Go and they try to fill out every idle gap in the CPU usage.

Pipes

About any language has an ability to use pipes of the underlying operating system. From the inside of your program you can make the CLI executable gnparser to listen on a STDIN pipe and produce output into STDOUT pipe. Here is an example in Ruby:

def self.start_gnparser
  io = {}

  ['compact', 'csv'].each do |format|
    stdin, stdout, stderr = Open3.popen3("./gnparser -s --format #{format}")
    io[format.to_sym] = { stdin: stdin, stdout: stdout, stderr: stderr }
  end
end

@marcobrt kindly provided an example in PHP.

Note that you have to use --stream -s flag for this approach to work.

R language package

For R language it is possible to use rgnparser package. It implements mentioned above pipes method.

Usage as a REST API Interface

Web-based user interface and API are invoked by --port or -p flag. To start web server on http://0.0.0.0:9000

gnparser -p 9000

Opening a browser with this address will now show an interactive interface to parser. API calls would be accessible on http://0.0.0.0:9000/api/v1/.

The api is and schema are described fully using OpenAPI specification.

Make sure to CGI-escape name-strings for GET requests. An '&' character needs to be converted to '%26'

• GET /api?q=Aus+bus|Aus+bus+D.+%26+M.,+1870
• POST /api with request body of JSON array of strings

require 'json'
require 'net/http'

uri = URI('https://parser.globalnames.org/api/v1/')
http = Net::HTTP.new(uri.host, uri.port)
http.use_ssl = true
request = Net::HTTP::Post.new(uri, 'Content-Type' => 'application/json',
                                   'accept' => 'json')
request.body = ['Solanum mariae Särkinen & S.Knapp',
                'Ahmadiago Vánky 2004'].to_json
response = http.request(request)

Use as a Docker image

You need to have docker runtime installed on your computer for these examples to work.

# run as a website and a RESTful service
docker run -p 0.0.0.0:80:8080 gnames/gognparser -p 8080

# just parse something
docker run gnames/gognparser "Amaurorhinus bewichianus (Wollaston,1860) (s.str.)"

Use as a library in Go

import (
  "fmt"

  "github.com/gnames/gnparser"
  "github.com/gnames/gnparser/ent/parsed"
)

func Example() {
  names := []string{"Pardosa moesta Banks, 1892", "Bubo bubo"}
  cfg := gnparser.NewConfig()
  gnp := gnparser.New(cfg)
  res := gnp.ParseNames(names)
  fmt.Println(res[0].Authorship.Normalized)
  fmt.Println(res[1].Canonical.Simple)
  fmt.Println(parsed.HeaderCSV())
  fmt.Println(res[0].Output(gnp.Format()))
  // Output:
  // Banks 1892
  // Bubo bubo
  // Id,Verbatim,Cardinality,CanonicalStem,CanonicalSimple,CanonicalFull,Authorship,Year,Quality
  // e2fdf10b-6a36-5cc7-b6ca-be4d3b34b21f,"Pardosa moesta Banks, 1892",2,Pardosa moest,Pardosa moesta,Pardosa moesta,Banks 1892,1892,1
}

Use as a shared C library

It is possible to bind gnparser functionality with languages that can use C Application Binary Interface. For example such languages include Python, Ruby, Rust, C, C++, Java (via JNI).

To compile gnparser shared library for your platform/operating system of choice you need GNU make and GNU gcc compiler installed:

make clib
cd binding
cp libgnparser* /path/to/some/project

As an example how to use the shared library check this StackOverflow question and biodiversity Ruby gem.

Parsing ambiguities

Some name-strings cannot be parsed unambiguously without some additional data.

Names with filius (ICN code)

For names like Aus bus Linn. f. cus the f. is ambiguous. It might mean that species were described by a son of (filius) Linn., or it might mean that cus is forma of bus. We provide a warning "Ambiguous f. (filius or forma)" for such cases.

Names with subgenus (ICZN code) and genus author (ICN code)

For names like Aus (Bus) L. or Aus (Bus) cus L. the (Bus) token would mean the name of subgenus for ICZN names, but for ICN names it would be an author of genus Aus. We created a list of ICN generic authors using data from IRMNG to distinguish such names from each other. For detected ICN names we provide a warning "Possible ICN author instead of subgenus".

Authors

• Dmitry Mozzherin

Contributors

• Toby Marsden
• Geoff Ower
• Hernan Lucas Pereira

If you want to submit a bug or add a feature read CONTRIBUTING file.

References

Mozzherin, D.Y., Myltsev, A.A. & Patterson, D.J. “gnparser”: a powerful parser for scientific names based on Parsing Expression Grammar. BMC Bioinformatics 18, 279 (2017).https://doi.org/10.1186/s12859-017-1663-3

Rees, T. (compiler) (2019). The Interim Register of Marine and Nonmarine Genera. Available from http://www.irmng.org at VLIZ. Accessed 2019-04-10

License

Released under MIT license

Documentation

Overview

Package gnparser implements the main use-case of the project -- parsing scientific names. There are methods to parse one name at a time, a slice of names, or a stream of names. All methods return results in the same order as input. It is achieved by restoring the order after concurrent execution of the parsing process.

Example

package main

import (
	"fmt"

	"github.com/gnames/gnparser"
	"github.com/gnames/gnparser/ent/parsed"
)

func main() {
	names := []string{"Pardosa moesta Banks, 1892", "Bubo bubo"}
	cfg := gnparser.NewConfig()
	gnp := gnparser.New(cfg)
	res := gnp.ParseNames(names)
	fmt.Println(res[0].Authorship.Normalized)
	fmt.Println(res[1].Canonical.Simple)
	fmt.Println(parsed.HeaderCSV())
	fmt.Println(res[0].Output(gnp.Format()))
}

Output:

Banks 1892
Bubo bubo
Id,Verbatim,Cardinality,CanonicalStem,CanonicalSimple,CanonicalFull,Authorship,Year,Quality
e2fdf10b-6a36-5cc7-b6ca-be4d3b34b21f,"Pardosa moesta Banks, 1892",2,Pardosa moest,Pardosa moesta,Pardosa moesta,Banks 1892,1892,1

Index

• Variables
• type Config
  • func NewConfig(opts ...Option) Config
• type GNparser
  • func New(cfg Config) GNparser
• type Option
  • func OptBatchSize(i int) Option
  • func OptDebug(b bool) Option
  • func OptFormat(s string) Option
  • func OptIgnoreHTMLTags(b bool) Option
  • func OptIsTest(b bool) Option
  • func OptJobsNum(i int) Option
  • func OptPort(i int) Option
  • func OptWithCapitaliation(b bool) Option
  • func OptWithCultivars(b bool) Option
  • func OptWithDetails(b bool) Option
  • func OptWithNoOrder(b bool) Option
  • func OptWithStream(b bool) Option

Examples

• Package

Variables

var (
	// Version is the version of the gnparser package. When Makefile is
	// used, the version is calculated out of Git tags.
	Version = "v1.3.0+"
	// Build is a timestamp of when Makefile was used to compile
	// the gnparser code. If go build was used, Build stays empty.
	Build string
)

Types

type Config

type Config struct {
	// Format sets the output format for CLI and Web interfaces.
	// There are 3 formats available: 'CSV', 'CompactJSON' and
	// 'PrettyJSON'.
	Format gnfmt.Format

	// JobsNum sets a level of parallelism used during parsing of
	// a stream of name-strings.
	JobsNum int

	// BatchSize sets the maximum number of elements in names-strings slice.
	BatchSize int

	// WithStream changes from parsing a batch by batch, to parsing one name
	// at a time. When WithStream is true, BatchSize setting is ignored.
	WithStream bool

	// IgnoreHTMLTags can be set to true when it is desirable to clean up names
	// from a few HTML tags often present in names-strings that were planned to
	// be presented via an HTML page.
	IgnoreHTMLTags bool

	// WithDetails can be set to true when a simplified output is not sufficient
	// for obtaining a required information.
	WithDetails bool

	// WithNoOrder flag, when true, output and input are in different order.
	WithNoOrder bool

	// WithCapitalization flag, when true, the first letter of a name-string
	// is capitalized, if appropriate.
	WithCapitalization bool

	// WithCultivars flag, when true, cultivar names will be parsed and
	// modify cardinality, normalized and canonical output.
	WithCultivars bool

	// Port to run wer-service.
	Port int

	// IsTest can be set to true when parsing functionality is used for tests.
	// In such cases the `ParserVersion` field is presented as `test_version`
	// instead of displaying the actual version of `gnparser`.
	IsTest bool

	// Debug sets a "debug" state for parsing. The debug state forces output
	// format to showing parsed ast tree.
	Debug bool
}

Config keeps settings that might affect how parsing is done, of change the parsing output.

func NewConfig

func NewConfig(opts ...Option) Config

NewConfig generates a new Config object. It can take an arbitrary number of `Option` functions to modify default configuration settings.

type GNparser

type GNparser interface {
	// GetVersion provides a version and a build timestamp of gnparser.
	GetVersion() gnvers.Version

	// ParseName takes a name-string, and returns parsed results for the name.
	ParseName(string) parsed.Parsed

	// ParseNames takes a slice of name-strings, and returns a slice of
	// parsed results in the same order as the input.
	ParseNames([]string) []parsed.Parsed

	// ParseNameStream takes a context, an input channel that takes a
	// a name-string and its position in the input. It returns parsed results
	// that come in the same order as the input.
	ParseNameStream(context.Context, <-chan nameidx.NameIdx, chan<- parsed.Parsed)

	// Format returns currently chosen desired output format of a JSON or
	// CSV output.
	Format() gnfmt.Format

	// ChangeConfig allows to modify settings of GNparser. Changing settings
	// might modify parsing process, and the final output of results.
	ChangeConfig(opts ...Option) GNparser

	// Debug parses a string and outputs raw AST tree from PEG engine.
	Debug(s string) []byte
}

GNparser is the main use-case interface. It provides methods required for parsing scientific names.

func New

func New(cfg Config) GNparser

New constructor function takes options organized into a configuration struct and returns an object that implements GNparser interface.

type Option

type Option func(*Config)

Option is a type that has to be returned by all Option functions. Such functions are able to modify the settings of a Config object.

func OptBatchSize

func OptBatchSize(i int) Option

OptBatchSize sets the max number of names in a batch.

func OptDebug

func OptDebug(b bool) Option

OptDebugParse returns parsed tree

func OptFormat

func OptFormat(s string) Option

OptFormat takes a string (one of 'csv', 'compact', 'pretty') to set the formatting option for the CLI or Web presentation. If some other string is entered, the default, 'CSV' format is set, accompanied by a warning.

func OptIgnoreHTMLTags

func OptIgnoreHTMLTags(b bool) Option

OptKeepHTMLTags sets the KeepHTMLTags field. This option is useful if names with HTML tags shold not be parsed, or they are absent in input data.

func OptIsTest

func OptIsTest(b bool) Option

OptIsTest sets a test flag.

func OptJobsNum

func OptJobsNum(i int) Option

OptJobsNum sets the JobsNum field.

func OptPort

func OptPort(i int) Option

OptPort sets a port for web-service.

func OptWithCapitaliation

func OptWithCapitaliation(b bool) Option

OptWithCapitaliation sets the WithCapitalization field.

func OptWithCultivars

func OptWithCultivars(b bool) Option

OptWithCultivars sets the EnableCultivars field.

func OptWithDetails

func OptWithDetails(b bool) Option

OptWithDetails sets the WithDetails field.

func OptWithNoOrder

func OptWithNoOrder(b bool) Option

OptWithNoOrder sets the WithNoOrder field.

func OptWithStream

func OptWithStream(b bool) Option

OptWithDetails sets the WithDetails field.