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AMR to RDF translator.

Project description

py_amr2fred

From Abstract Meaning Representation AMR to RDF, according to FRED's formal semantics and ontology design patterns.

Python version of amr2fred's core functions

Install:

pip install py_amr2fred

Use:

from py_amr2fred import *
amr2fred = Amr2fred()
mode = Glossary.RdflibMode.N3
amr_text = """
    (c / charge-05 :ARG1 (h / he) :ARG2 (a / and :op1 (i / intoxicate-01 :ARG1 h 
	:location (p / public)) :op2 (r / resist-01 :ARG0 h 
	:ARG1 (a2 / arrest-01 :ARG1 h))))
"""
# translate from AMR
print(amr2fred.translate(amr_text, serialize=True, mode=mode))

# translate from natural language
mode = Glossary.RdflibMode.TURTLE
print(amr2fred.translate(text="Four boys making pies", serialize=True, mode=mode))

# multilingual
print(amr2fred.translate(text="Quattro ragazzi preparano torte", 
                         serialize=True, 
                         mode=Glossary.RdflibMode.TURTLE,  
                         multilingual=True))

# PNG image output !!Attention!! Graphviz must be installed! The temporary file will not be automatically deleted
png_file = amr2fred.translate(text="Four boys making pies", graphic="png")

save_path = "output_image.png"
with open(save_path, 'wb') as f:
    f.write(png_file.read())
png_file.close()
os.remove(Path(png_file.name))

# SVG image output !!Attention!! Graphviz must be installed!
svg = amr2fred.translate(text="Four boys making pies", graphic="svg")

save_path = "output_image.svg"
with open(save_path, 'w') as f:
    f.write(svg)      

Parameter [amr]:

amr string in penman format

Parameter [serialize]:

  • [True] returns a string
  • [False] returns a rdflib Graph

Parameter [mode]:

  • Glossary.RdflibMode.TURTLE
  • Glossary.RdflibMode.NT
  • Glossary.RdflibMode.XML
  • Glossary.RdflibMode.N3
  • Glossary.RdflibMode.JSON_LD

Parameter [alt_fred_ns]:

Alternate Uri for base Fred NS

Parameter [text]

NL text to translate

Parameter [alt_api]

  • [True] the library will use alt. API
  • [False] the library will use default API

Parameter [multilingual]

  • [True] the library will use multilingual API
  • [False] the library will use "English only" API

Parameter [graphic]

  • [svg] return a svg string
  • [png] returns a png tmp_file

!!Attention!!

  • In order to generate graphical output (such as PNG or SVG files), you must have Graphviz installed on your system. You can download and install it from Graphviz's Official Website. If Graphviz is not installed, the library will return a String containing the graph translated into the .dot graphic language instead of generating the PNG or SVG graphical output.

  • When a PNG file is generated, the temporary file will not be automatically deleted. You need to manually manage or delete the file after using it.

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