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import pytest
import os
from _utils.splitters.Splitter_class import Splitter
from _utils.models.gerar_relatorio import (
DocumentChunk,
)
base_dir = os.path.dirname(os.path.abspath(__file__))
chunk_size = 1000
chunk_overlap = 200
cwd = os.getcwd()
pdf_file = os.path.join(cwd, "tests", "fixtures", "_pdf-uma-pagina.pdf")
class TestSplitters:
splitter = Splitter(chunk_size, chunk_overlap)
@pytest.mark.asyncio
async def test_load_and_split_document_No_llama_parse_No_Bubble(self, monkeypatch):
should_use_llama_parse = False
isBubble = False
result_chunks, result_strings = await self.splitter.load_and_split_document(
pdf_file, should_use_llama_parse, isBubble
)
assert isinstance(result_chunks, list)
assert isinstance(result_strings, list)
assert len(result_chunks) > 0
assert len(result_strings) > 0
assert all(isinstance(item, str) for item in result_strings)
assert all(isinstance(item, DocumentChunk) for item in result_chunks)
assert all(
(chunk_size - 100) < len(item.content) < (chunk_size + 100)
for item in result_chunks
)
@pytest.mark.asyncio
async def test_load_and_split_document_No_llama_parse_No_Bubble_with_bigger_chunk(
self, monkeypatch
):
should_use_llama_parse = False
isBubble = False
chunk_size = 3500
splitter_temp = Splitter(chunk_size, chunk_overlap)
result_chunks, result_strings = await splitter_temp.load_and_split_document(
pdf_file, should_use_llama_parse, isBubble
)
assert isinstance(result_chunks, list)
assert isinstance(result_strings, list)
assert len(result_chunks) > 0
assert len(result_strings) > 0
assert all(isinstance(item, str) for item in result_strings)
assert all(isinstance(item, DocumentChunk) for item in result_chunks)
assert all(
(chunk_size - 200) < len(item.content) < (chunk_size + 200)
for item in result_chunks
)
@pytest.mark.asyncio
async def test_load_and_split_document_With_llama_parse_No_Bubble(
self, monkeypatch
):
should_use_llama_parse = True
isBubble = False
result_chunks, result_strings = await self.splitter.load_and_split_document(
pdf_file, should_use_llama_parse, isBubble
)
assert isinstance(result_chunks, list)
assert isinstance(result_strings, list)
assert len(result_chunks) > 0
assert len(result_strings) > 0
assert all(isinstance(item, str) for item in result_strings)
assert all(isinstance(item, DocumentChunk) for item in result_chunks)
# Teste abaixo não passa ainda --> Será consertado no futuro
# assert all(
# (chunk_size - 100) < len(item.content) < (chunk_size + 100)
# for item in result_chunks
# )
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