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from groupdocs.search import Index
from groupdocs.search.options import SearchOptions, TableDiscreteFunction

# Creating an index
index = Index("./index")

# Indexing documents from the specified folder
index.add("./documents")

# Creating search options
options = SearchOptions()
options.fuzzy_search.enabled = True  # Enabling the fuzzy search
options.fuzzy_search.fuzzy_algorithm = TableDiscreteFunction(3)  # Setting the maximum number of differences to 3

# Search for documents containing the word 'Einstein' or the phrase 'Theory of Relativity'
result = index.search('Einstein OR "Theory of Relativity"', options)

# Printing the result
print("Documents:", result.document_count)
print("Total occurrences:", result.occurrence_count)
for i in range(result.document_count):
    document = result.get_found_document(i)
    print("\tDocument:", document.document_info.file_path)
    print("\tOccurrences:", document.occurrence_count)
    for field in document.found_fields:
        print("\t\tField:", field.field_name)
        print("\t\tOccurrences:", field.occurrence_count)
        # Printing found terms
        if field.terms is not None:
            for term, occurrences in zip(field.terms, field.terms_occurrences):
                print("\t\t\t" + term.ljust(20) + str(occurrences))
        # Printing found phrases
        if field.term_sequences is not None:
            for sequence, occurrences in zip(field.term_sequences, field.term_sequences_occurrences):
                print("\t\t\t" + " ".join(sequence).ljust(30) + str(occurrences))

Documents: 3
Total occurrences: 10
	Document: documents\einstein.txt
	Occurrences: 6
		Field: filename
		Occurrences: 1
			einstein            1
		Field: content
		Occurrences: 5
			einstein            3
[TRUNCATED]

import os

from groupdocs.search import Index
from groupdocs.search.common import FileOutputAdapter
from groupdocs.search.highlighters import DocumentHighlighter
from groupdocs.search.options import OutputFormat

# Creating an index
index = Index("./index")

# Indexing documents from the specified folder
index.add("./documents")

# Search for the word 'eternity'
result = index.search("eternity")

# Highlighting occurrences in text
if result.document_count > 0:
    document = result.get_found_document(0)  # Getting the first found document
    os.makedirs("./output", exist_ok=True)
    output_adapter = FileOutputAdapter(OutputFormat.HTML, "./output/Highlighted.html")  # Creating an output adapter to the file
    highlighter = DocumentHighlighter(output_adapter)  # Creating the highlighter object
    index.highlight(document, highlighter)  # Generating HTML formatted text with highlighted occurrences

<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>documents\time.txt</title>
</head>
<body>
<p>documents\time.txt</p>
<p></p>
<h3>filename</h3>
[TRUNCATED]