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d92a2d03a7
These content processors are converting content into entries in DB instead of entries in JSONL file
241 lines
7.4 KiB
Python
241 lines
7.4 KiB
Python
# Standard Packages
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import json
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import os
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# Internal Packages
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from khoj.processor.org_mode.org_to_entries import OrgToEntries
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from khoj.processor.text_to_entries import TextToEntries
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from khoj.utils.helpers import is_none_or_empty
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from khoj.utils.rawconfig import Entry
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from khoj.utils.fs_syncer import get_org_files
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from khoj.utils.rawconfig import TextContentConfig
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def test_configure_heading_entry_to_jsonl(tmp_path):
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"""Ensure entries with empty body are ignored, unless explicitly configured to index heading entries.
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Property drawers not considered Body. Ignore control characters for evaluating if Body empty."""
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# Arrange
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entry = f"""*** Heading
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:PROPERTIES:
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:ID: 42-42-42
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:END:
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\t \r
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"""
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data = {
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f"{tmp_path}": entry,
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}
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for index_heading_entries in [True, False]:
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# Act
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# Extract entries into jsonl from specified Org files
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jsonl_string = OrgToEntries.convert_org_entries_to_jsonl(
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OrgToEntries.convert_org_nodes_to_entries(
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*OrgToEntries.extract_org_entries(org_files=data), index_heading_entries=index_heading_entries
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)
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)
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jsonl_data = [json.loads(json_string) for json_string in jsonl_string.splitlines()]
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# Assert
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if index_heading_entries:
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# Entry with empty body indexed when index_heading_entries set to True
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assert len(jsonl_data) == 1
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else:
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# Entry with empty body ignored when index_heading_entries set to False
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assert is_none_or_empty(jsonl_data)
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def test_entry_split_when_exceeds_max_words(tmp_path):
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"Ensure entries with compiled words exceeding max_words are split."
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# Arrange
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entry = f"""*** Heading
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\t\r
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Body Line
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"""
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data = {
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f"{tmp_path}": entry,
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}
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expected_heading = f"* {tmp_path.stem}\n** Heading"
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# Act
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# Extract Entries from specified Org files
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entries, entry_to_file_map = OrgToEntries.extract_org_entries(org_files=data)
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# Split each entry from specified Org files by max words
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jsonl_string = OrgToEntries.convert_org_entries_to_jsonl(
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TextToEntries.split_entries_by_max_tokens(
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OrgToEntries.convert_org_nodes_to_entries(entries, entry_to_file_map), max_tokens=4
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)
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)
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jsonl_data = [json.loads(json_string) for json_string in jsonl_string.splitlines()]
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# Assert
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assert len(jsonl_data) == 2
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# Ensure compiled entries split by max_words start with entry heading (for search context)
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assert all([entry["compiled"].startswith(expected_heading) for entry in jsonl_data])
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def test_entry_split_drops_large_words():
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"Ensure entries drops words larger than specified max word length from compiled version."
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# Arrange
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entry_text = f"""*** Heading
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\t\r
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Body Line 1
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"""
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entry = Entry(raw=entry_text, compiled=entry_text)
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# Act
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# Split entry by max words and drop words larger than max word length
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processed_entry = TextToEntries.split_entries_by_max_tokens([entry], max_word_length=5)[0]
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# Assert
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# "Heading" dropped from compiled version because its over the set max word limit
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assert len(processed_entry.compiled.split()) == len(entry_text.split()) - 1
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def test_entry_with_body_to_jsonl(tmp_path):
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"Ensure entries with valid body text are loaded."
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# Arrange
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entry = f"""*** Heading
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:PROPERTIES:
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:ID: 42-42-42
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:END:
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\t\r
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Body Line 1
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"""
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data = {
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f"{tmp_path}": entry,
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}
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# Act
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# Extract Entries from specified Org files
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entries, entry_to_file_map = OrgToEntries.extract_org_entries(org_files=data)
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# Process Each Entry from All Notes Files
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jsonl_string = OrgToEntries.convert_org_entries_to_jsonl(
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OrgToEntries.convert_org_nodes_to_entries(entries, entry_to_file_map)
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)
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jsonl_data = [json.loads(json_string) for json_string in jsonl_string.splitlines()]
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# Assert
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assert len(jsonl_data) == 1
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def test_file_with_entry_after_intro_text_to_jsonl(tmp_path):
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"Ensure intro text before any headings is indexed."
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# Arrange
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entry = f"""
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Intro text
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* Entry Heading
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entry body
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"""
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data = {
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f"{tmp_path}": entry,
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}
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# Act
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# Extract Entries from specified Org files
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entry_nodes, file_to_entries = OrgToEntries.extract_org_entries(org_files=data)
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# Process Each Entry from All Notes Files
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entries = OrgToEntries.convert_org_nodes_to_entries(entry_nodes, file_to_entries)
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jsonl_string = OrgToEntries.convert_org_entries_to_jsonl(entries)
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jsonl_data = [json.loads(json_string) for json_string in jsonl_string.splitlines()]
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# Assert
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assert len(jsonl_data) == 2
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def test_file_with_no_headings_to_jsonl(tmp_path):
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"Ensure files with no heading, only body text are loaded."
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# Arrange
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entry = f"""
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- Bullet point 1
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- Bullet point 2
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"""
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data = {
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f"{tmp_path}": entry,
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}
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# Act
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# Extract Entries from specified Org files
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entry_nodes, file_to_entries = OrgToEntries.extract_org_entries(org_files=data)
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# Process Each Entry from All Notes Files
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entries = OrgToEntries.convert_org_nodes_to_entries(entry_nodes, file_to_entries)
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jsonl_string = OrgToEntries.convert_org_entries_to_jsonl(entries)
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jsonl_data = [json.loads(json_string) for json_string in jsonl_string.splitlines()]
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# Assert
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assert len(jsonl_data) == 1
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def test_get_org_files(tmp_path):
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"Ensure Org files specified via input-filter, input-files extracted"
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# Arrange
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# Include via input-filter globs
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group1_file1 = create_file(tmp_path, filename="group1-file1.org")
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group1_file2 = create_file(tmp_path, filename="group1-file2.org")
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group2_file1 = create_file(tmp_path, filename="group2-file1.org")
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group2_file2 = create_file(tmp_path, filename="group2-file2.org")
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# Include via input-file field
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orgfile1 = create_file(tmp_path, filename="orgfile1.org")
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# Not included by any filter
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create_file(tmp_path, filename="orgfile2.org")
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create_file(tmp_path, filename="text1.txt")
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expected_files = set(
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[
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os.path.join(tmp_path, file.name)
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for file in [group1_file1, group1_file2, group2_file1, group2_file2, orgfile1]
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]
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)
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# Setup input-files, input-filters
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input_files = [tmp_path / "orgfile1.org"]
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input_filter = [tmp_path / "group1*.org", tmp_path / "group2*.org"]
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org_config = TextContentConfig(
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input_files=input_files,
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input_filter=[str(filter) for filter in input_filter],
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compressed_jsonl=tmp_path / "test.jsonl",
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embeddings_file=tmp_path / "test_embeddings.jsonl",
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)
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# Act
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extracted_org_files = get_org_files(org_config)
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# Assert
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assert len(extracted_org_files) == 5
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assert set(extracted_org_files.keys()) == expected_files
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def test_extract_entries_with_different_level_headings(tmp_path):
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"Extract org entries with different level headings."
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# Arrange
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entry = f"""
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* Heading 1
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** Heading 2
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"""
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data = {
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f"{tmp_path}": entry,
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}
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# Act
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# Extract Entries from specified Org files
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entries, _ = OrgToEntries.extract_org_entries(org_files=data)
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# Assert
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assert len(entries) == 2
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assert f"{entries[0]}".startswith("* Heading 1")
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assert f"{entries[1]}".startswith("** Heading 2")
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# Helper Functions
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def create_file(tmp_path, entry=None, filename="test.org"):
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org_file = tmp_path / filename
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org_file.touch()
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if entry:
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org_file.write_text(entry)
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return org_file
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