tantivy-py/README.md

tantivy-py

Python bindings for tantivy.

Installation

The bindings can be installed using setuptools:

python3 setup.py install --user

Note that this requires setuptools-rust to be installed. Another thing to note is that the bindings are using PyO3, which requires rust nightly and only supports python3.

Usage

tantivy-py has a similar API to tantivy. To create a index first a schema needs to be built. After that documents can be added to the index and a reader can be created to search the index.

import tantivy

# Declaring our schema.
schema_builder = tantivy.SchemaBuilder()
schema_builder.add_text_field("title", stored=True)
schema_builder.add_text_field("body", stored=True)
schema = schema_builder.build()

# Creating our index (in memory, but filesystem is available too)
index = tantivy.Index(schema)


# Adding one document.
writer = index.writer()
writer.add_document({
    "title": "The Old Man and the Sea",
    "body": """He was an old man who fished alone in a skiff in
               the Gulf Stream and he had gone eighty-four days 
               now without taking a fish."""
})
# ... and committing
writer.commit()


# Reload the index to ensure it points to the last commit.
index.reload();
searcher = index.searcher()
query = index.parse_query("sea whale", ["title", "body"])
top_docs = tantivy.TopDocs(3)

(best_score, best_doc_address) = searcher.search(query, nhits=3)[0]
best_doc = searcher.doc(best_doc_address) 
assert best_doc["title"] == ["The Old Man and the Sea"]