mirror of
https://github.com/tiennm99/DocsGPT.git
synced 2026-10-03 15:11:30 +00:00
734 lines
24 KiB
Python
734 lines
24 KiB
Python
"""Tests for application/utils.py"""
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from unittest.mock import MagicMock, patch
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import pytest
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from application.utils import (
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calculate_compression_threshold,
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calculate_doc_token_budget,
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check_required_fields,
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clean_text_for_tts,
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convert_pdf_to_images,
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get_encoding,
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get_field_validation_errors,
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get_gpt_model,
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get_hash,
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get_missing_fields,
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generate_image_url,
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limit_chat_history,
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num_tokens_from_object_or_list,
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num_tokens_from_string,
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safe_filename,
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truncate_to_line_boundary,
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validate_function_name,
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validate_required_fields,
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)
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class TestGetEncoding:
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@pytest.mark.unit
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def test_returns_encoding(self):
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enc = get_encoding()
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assert enc is not None
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@pytest.mark.unit
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def test_returns_same_instance(self):
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enc1 = get_encoding()
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enc2 = get_encoding()
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assert enc1 is enc2
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class TestGetGptModel:
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@pytest.mark.unit
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def test_returns_llm_name_when_set(self):
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with patch("application.utils.settings") as s:
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s.LLM_NAME = "my-model"
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s.LLM_PROVIDER = "openai"
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assert get_gpt_model() == "my-model"
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@pytest.mark.unit
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def test_falls_back_to_provider_map(self):
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with patch("application.utils.settings") as s:
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s.LLM_NAME = ""
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s.LLM_PROVIDER = "openai"
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assert get_gpt_model() == "gpt-4o-mini"
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@pytest.mark.unit
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def test_unknown_provider_returns_empty(self):
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with patch("application.utils.settings") as s:
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s.LLM_NAME = ""
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s.LLM_PROVIDER = "unknown"
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assert get_gpt_model() == ""
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class TestSafeFilename:
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@pytest.mark.unit
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def test_normal_filename(self):
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assert safe_filename("test.pdf") == "test.pdf"
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@pytest.mark.unit
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def test_empty_filename_returns_uuid(self):
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result = safe_filename("")
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assert len(result) > 10 # UUID
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@pytest.mark.unit
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def test_none_filename_returns_uuid(self):
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result = safe_filename(None)
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assert len(result) > 10
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@pytest.mark.unit
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def test_non_latin_filename(self):
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result = safe_filename("документ.pdf")
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assert result.endswith(".pdf")
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class TestNumTokens:
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@pytest.mark.unit
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def test_string_token_count(self):
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count = num_tokens_from_string("hello world")
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assert count > 0
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@pytest.mark.unit
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def test_non_string_returns_zero(self):
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assert num_tokens_from_string(123) == 0
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@pytest.mark.unit
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def test_empty_string(self):
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assert num_tokens_from_string("") == 0
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class TestNumTokensFromObjectOrList:
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@pytest.mark.unit
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def test_list(self):
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result = num_tokens_from_object_or_list(["hello", "world"])
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assert result > 0
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@pytest.mark.unit
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def test_dict(self):
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result = num_tokens_from_object_or_list({"key": "value"})
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assert result > 0
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@pytest.mark.unit
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def test_string(self):
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result = num_tokens_from_object_or_list("hello")
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assert result > 0
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@pytest.mark.unit
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def test_number_returns_zero(self):
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assert num_tokens_from_object_or_list(42) == 0
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@pytest.mark.unit
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def test_nested(self):
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result = num_tokens_from_object_or_list({"a": ["b", "c"]})
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assert result > 0
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class TestCountTokensDocs:
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@pytest.mark.unit
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def test_counts_doc_tokens(self):
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from application.utils import count_tokens_docs
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doc1 = MagicMock()
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doc1.page_content = "hello world"
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doc2 = MagicMock()
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doc2.page_content = " foo bar"
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result = count_tokens_docs([doc1, doc2])
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assert result > 0
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class TestCalculateDocTokenBudget:
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@pytest.mark.unit
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def test_returns_budget(self):
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with patch("application.utils.get_token_limit", return_value=128000), \
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patch("application.utils.settings") as s:
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s.RESERVED_TOKENS = {"system": 500, "history": 500}
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result = calculate_doc_token_budget("gpt-4o")
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assert result == 127000
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@pytest.mark.unit
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def test_minimum_budget(self):
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with patch("application.utils.get_token_limit", return_value=1000), \
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patch("application.utils.settings") as s:
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s.RESERVED_TOKENS = {"system": 500, "history": 500}
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result = calculate_doc_token_budget("small-model")
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assert result == 1000
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class TestFieldValidation:
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@pytest.mark.unit
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def test_get_missing_fields(self):
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assert get_missing_fields({"a": 1}, ["a", "b"]) == ["b"]
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assert get_missing_fields({"a": 1, "b": 2}, ["a", "b"]) == []
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@pytest.mark.unit
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def test_check_required_fields_pass(self):
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from flask import Flask
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app = Flask(__name__)
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with app.app_context():
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result = check_required_fields({"a": 1, "b": 2}, ["a", "b"])
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assert result is None
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@pytest.mark.unit
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def test_check_required_fields_fail(self):
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from flask import Flask
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app = Flask(__name__)
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with app.app_context():
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result = check_required_fields({"a": 1}, ["a", "b"])
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assert result is not None
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assert result.status_code == 400
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@pytest.mark.unit
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def test_get_field_validation_errors_none_when_valid(self):
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assert get_field_validation_errors({"a": 1}, ["a"]) is None
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@pytest.mark.unit
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def test_get_field_validation_errors_missing(self):
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result = get_field_validation_errors({}, ["a"])
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assert result["missing_fields"] == ["a"]
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@pytest.mark.unit
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def test_get_field_validation_errors_empty(self):
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result = get_field_validation_errors({"a": ""}, ["a"])
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assert result["empty_fields"] == ["a"]
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@pytest.mark.unit
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def test_validate_required_fields_pass(self):
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from flask import Flask
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app = Flask(__name__)
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with app.app_context():
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result = validate_required_fields({"a": "v"}, ["a"])
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assert result is None
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@pytest.mark.unit
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def test_validate_required_fields_missing(self):
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from flask import Flask
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app = Flask(__name__)
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with app.app_context():
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result = validate_required_fields({}, ["a"])
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assert result is not None
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assert result.status_code == 400
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@pytest.mark.unit
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def test_validate_required_fields_empty(self):
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from flask import Flask
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app = Flask(__name__)
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with app.app_context():
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result = validate_required_fields({"a": ""}, ["a"])
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assert result is not None
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@pytest.mark.unit
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def test_validate_required_fields_both_missing_and_empty(self):
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from flask import Flask
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app = Flask(__name__)
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with app.app_context():
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result = validate_required_fields({"a": ""}, ["a", "b"])
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assert result is not None
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class TestGetHash:
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@pytest.mark.unit
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def test_returns_hex_string(self):
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h = get_hash("test")
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assert len(h) == 32
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assert all(c in "0123456789abcdef" for c in h)
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@pytest.mark.unit
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def test_deterministic(self):
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assert get_hash("hello") == get_hash("hello")
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@pytest.mark.unit
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def test_different_inputs(self):
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assert get_hash("a") != get_hash("b")
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class TestLimitChatHistory:
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@pytest.mark.unit
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def test_empty_history(self):
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assert limit_chat_history([]) == []
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@pytest.mark.unit
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def test_none_history(self):
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assert limit_chat_history(None) == []
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@pytest.mark.unit
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def test_keeps_recent_messages(self):
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history = [
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{"prompt": "q1", "response": "a1"},
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{"prompt": "q2", "response": "a2"},
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]
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result = limit_chat_history(history, max_token_limit=10000)
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assert len(result) == 2
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@pytest.mark.unit
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def test_trims_old_messages(self):
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history = [
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{"prompt": "x" * 5000, "response": "y" * 5000},
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{"prompt": "q", "response": "a"},
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]
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result = limit_chat_history(history, max_token_limit=100)
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assert len(result) <= 2
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@pytest.mark.unit
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def test_handles_tool_calls(self):
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history = [
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{
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"prompt": "q",
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"response": "a",
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"tool_calls": [
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{"tool_name": "t", "action_name": "a", "arguments": "{}", "result": "r"}
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],
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}
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]
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result = limit_chat_history(history, max_token_limit=10000)
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assert len(result) == 1
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class TestValidateFunctionName:
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@pytest.mark.unit
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def test_valid_names(self):
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assert validate_function_name("hello") is True
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assert validate_function_name("hello_world") is True
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assert validate_function_name("hello-world") is True
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assert validate_function_name("test123") is True
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@pytest.mark.unit
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def test_invalid_names(self):
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assert validate_function_name("hello world") is False
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assert validate_function_name("hello!") is False
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assert validate_function_name("") is False
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class TestGenerateImageUrl:
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@pytest.mark.unit
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def test_http_url_passthrough(self):
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assert generate_image_url("https://example.com/img.png") == "https://example.com/img.png"
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assert generate_image_url("http://example.com/img.png") == "http://example.com/img.png"
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@pytest.mark.unit
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def test_s3_strategy(self):
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with patch("application.utils.settings") as s:
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s.URL_STRATEGY = "s3"
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s.S3_BUCKET_NAME = "my-bucket"
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s.S3_ENDPOINT_URL = None
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s.S3_REGION = "us-west-2"
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result = generate_image_url("path/to/img.png")
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assert result == "https://my-bucket.s3.us-west-2.amazonaws.com/path/to/img.png"
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@pytest.mark.unit
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def test_s3_strategy_custom_endpoint_path_style(self):
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with patch("application.utils.settings") as s:
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s.URL_STRATEGY = "s3"
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s.S3_BUCKET_NAME = "my-bucket"
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s.S3_ENDPOINT_URL = "https://account.r2.cloudflarestorage.com"
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s.S3_PATH_STYLE = True
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result = generate_image_url("path/to/img.png")
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assert result == "https://account.r2.cloudflarestorage.com/my-bucket/path/to/img.png"
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@pytest.mark.unit
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def test_s3_strategy_custom_endpoint_virtual_host(self):
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with patch("application.utils.settings") as s:
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s.URL_STRATEGY = "s3"
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s.S3_BUCKET_NAME = "my-bucket"
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s.S3_ENDPOINT_URL = "https://minio.example.com"
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s.S3_PATH_STYLE = False
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result = generate_image_url("path/to/img.png")
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assert result == "https://my-bucket.minio.example.com/path/to/img.png"
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@pytest.mark.unit
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def test_backend_strategy(self):
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with patch("application.utils.settings") as s:
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s.URL_STRATEGY = "backend"
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s.API_URL = "http://localhost:7091"
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result = generate_image_url("path/to/img.png")
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assert result == "http://localhost:7091/api/images/path/to/img.png"
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class TestCalculateCompressionThreshold:
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@pytest.mark.unit
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def test_default_threshold(self):
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with patch("application.utils.get_token_limit", return_value=100000):
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result = calculate_compression_threshold("gpt-4o")
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assert result == 80000
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@pytest.mark.unit
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def test_custom_percentage(self):
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with patch("application.utils.get_token_limit", return_value=100000):
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result = calculate_compression_threshold("gpt-4o", 0.5)
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assert result == 50000
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class TestConvertPdfToImages:
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@pytest.mark.unit
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def test_missing_pdf2image_raises(self):
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with patch.dict("sys.modules", {"pdf2image": None}):
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# Force re-import to trigger ImportError
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# The function handles the import internally
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with pytest.raises(ImportError, match="pdf2image"):
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convert_pdf_to_images("test.pdf")
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@pytest.mark.unit
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def test_converts_from_path(self):
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mock_image = MagicMock()
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mock_image.save = MagicMock(side_effect=lambda buf, format: buf.write(b"PNG_DATA"))
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mock_module = MagicMock()
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mock_module.convert_from_path.return_value = [mock_image]
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mock_module.convert_from_bytes.return_value = [mock_image]
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original_import = __import__
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def patched_import(name, *args, **kwargs):
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if name == "pdf2image":
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return mock_module
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return original_import(name, *args, **kwargs)
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with patch("builtins.__import__", side_effect=patched_import):
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result = convert_pdf_to_images("/some/file.pdf")
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assert len(result) == 1
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assert result[0]["mime_type"] == "image/png"
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assert result[0]["page"] == 1
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@pytest.mark.unit
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def test_with_storage(self):
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mock_image = MagicMock()
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mock_image.save = MagicMock(side_effect=lambda buf, format: buf.write(b"IMG"))
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mock_storage = MagicMock()
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mock_file = MagicMock()
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mock_file.read.return_value = b"pdf_bytes"
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mock_file.__enter__ = MagicMock(return_value=mock_file)
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mock_file.__exit__ = MagicMock(return_value=False)
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mock_storage.get_file.return_value = mock_file
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mock_module = MagicMock()
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mock_module.convert_from_bytes.return_value = [mock_image]
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original_import = __import__
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def patched_import(name, *args, **kwargs):
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if name == "pdf2image":
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return mock_module
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return original_import(name, *args, **kwargs)
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with patch("builtins.__import__", side_effect=patched_import):
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result = convert_pdf_to_images("test.pdf", storage=mock_storage)
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assert len(result) == 1
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mock_module.convert_from_bytes.assert_called_once()
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@pytest.mark.unit
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def test_file_not_found_raises(self):
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mock_module = MagicMock()
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mock_module.convert_from_path.side_effect = FileNotFoundError("not found")
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# Patch the import inside the function
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original_import = __builtins__.__import__ if hasattr(__builtins__, '__import__') else __import__
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def patched_import(name, *args, **kwargs):
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if name == "pdf2image":
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return mock_module
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return original_import(name, *args, **kwargs)
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with patch("builtins.__import__", side_effect=patched_import):
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with pytest.raises(FileNotFoundError):
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convert_pdf_to_images("/nonexistent.pdf")
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@pytest.mark.unit
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def test_generic_error_raises(self):
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mock_module = MagicMock()
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mock_module.convert_from_path.side_effect = RuntimeError("conversion failed")
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original_import = __builtins__.__import__ if hasattr(__builtins__, '__import__') else __import__
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def patched_import(name, *args, **kwargs):
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if name == "pdf2image":
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return mock_module
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return original_import(name, *args, **kwargs)
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with patch("builtins.__import__", side_effect=patched_import):
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with pytest.raises(RuntimeError, match="conversion failed"):
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convert_pdf_to_images("/some.pdf")
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class TestCleanTextForTts:
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@pytest.mark.unit
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def test_removes_code_blocks(self):
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result = clean_text_for_tts("before ```python\ncode\n``` after")
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assert "code block" in result
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assert "python" not in result
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@pytest.mark.unit
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def test_removes_mermaid_blocks(self):
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result = clean_text_for_tts("```mermaid\ngraph TD\n```")
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assert "flowchart" in result
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@pytest.mark.unit
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def test_removes_markdown_links(self):
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result = clean_text_for_tts("[click here](https://example.com)")
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assert "click here" in result
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assert "https" not in result
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@pytest.mark.unit
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def test_removes_images(self):
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result = clean_text_for_tts("")
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assert "image.png" not in result
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@pytest.mark.unit
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def test_removes_inline_code(self):
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result = clean_text_for_tts("use `foo()` here")
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assert "foo()" in result
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assert "`" not in result
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@pytest.mark.unit
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def test_removes_bold_italic(self):
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result = clean_text_for_tts("**bold** and *italic*")
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assert "bold" in result
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assert "italic" in result
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assert "*" not in result
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@pytest.mark.unit
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def test_removes_headers(self):
|
|
result = clean_text_for_tts("# Header\ntext")
|
|
assert "Header" in result
|
|
assert "#" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_blockquotes(self):
|
|
result = clean_text_for_tts("> quoted text")
|
|
assert "quoted text" in result
|
|
assert ">" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_html_tags(self):
|
|
result = clean_text_for_tts("<div>content</div>")
|
|
assert "content" in result
|
|
assert "<" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_arrows(self):
|
|
result = clean_text_for_tts("a --> b <-- c => d")
|
|
assert "-->" not in result
|
|
assert "<--" not in result
|
|
assert "=>" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_horizontal_rules(self):
|
|
result = clean_text_for_tts("text\n---\nmore")
|
|
assert "---" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_list_markers(self):
|
|
result = clean_text_for_tts("- item1\n* item2\n1. item3")
|
|
assert "item1" in result
|
|
assert "item2" in result
|
|
assert "item3" in result
|
|
|
|
@pytest.mark.unit
|
|
def test_normalizes_whitespace(self):
|
|
result = clean_text_for_tts(" lots of spaces ")
|
|
assert " " not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_braces(self):
|
|
result = clean_text_for_tts("{content} and [more]")
|
|
assert "content" in result
|
|
assert "more" in result
|
|
assert "{" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_double_colons(self):
|
|
result = clean_text_for_tts("module::function")
|
|
assert "::" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_non_ascii(self):
|
|
result = clean_text_for_tts("hello \U0001f600 world")
|
|
assert "\U0001f600" not in result
|
|
assert "hello" in result
|
|
assert "world" in result
|
|
|
|
@pytest.mark.unit
|
|
def test_empty_string(self):
|
|
result = clean_text_for_tts("")
|
|
assert result == ""
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_underscore_bold(self):
|
|
result = clean_text_for_tts("__bold text__")
|
|
assert "bold text" in result
|
|
assert "__" not in result
|
|
|
|
@pytest.mark.unit
|
|
def test_removes_underscore_italic(self):
|
|
result = clean_text_for_tts("_italic text_")
|
|
assert "italic text" in result
|
|
|
|
|
|
class TestLimitChatHistoryEdgeCases:
|
|
|
|
@pytest.mark.unit
|
|
def test_max_token_limit_caps_at_model_limit(self):
|
|
"""When max_token_limit exceeds model limit, model limit is used."""
|
|
with patch("application.utils.get_token_limit", return_value=100):
|
|
history = [
|
|
{"prompt": "q", "response": "a"},
|
|
]
|
|
result = limit_chat_history(history, max_token_limit=999999)
|
|
assert len(result) <= 1
|
|
|
|
@pytest.mark.unit
|
|
def test_max_token_limit_none_uses_model_limit(self):
|
|
with patch("application.utils.get_token_limit", return_value=100000):
|
|
history = [{"prompt": "q", "response": "a"}]
|
|
result = limit_chat_history(history, max_token_limit=None)
|
|
assert len(result) == 1
|
|
|
|
@pytest.mark.unit
|
|
def test_messages_without_prompt_response_keys(self):
|
|
"""Messages lacking prompt/response should still be included."""
|
|
with patch("application.utils.get_token_limit", return_value=100000):
|
|
history = [{"custom_key": "value"}]
|
|
result = limit_chat_history(history, max_token_limit=100000)
|
|
assert len(result) == 1
|
|
|
|
@pytest.mark.unit
|
|
def test_single_message_exceeds_limit(self):
|
|
"""If the most recent message exceeds the limit, it's excluded."""
|
|
history = [
|
|
{"prompt": "x" * 50000, "response": "y" * 50000},
|
|
]
|
|
result = limit_chat_history(history, max_token_limit=10)
|
|
assert len(result) == 0
|
|
|
|
|
|
class TestSafeFilenameEdgeCases:
|
|
|
|
@pytest.mark.unit
|
|
def test_filename_with_spaces(self):
|
|
result = safe_filename("my document.pdf")
|
|
assert result == "my_document.pdf"
|
|
|
|
@pytest.mark.unit
|
|
def test_filename_with_special_chars(self):
|
|
result = safe_filename("file@#$.txt")
|
|
# secure_filename strips special chars
|
|
assert result.endswith(".txt")
|
|
|
|
@pytest.mark.unit
|
|
def test_chinese_filename_gets_uuid(self):
|
|
result = safe_filename("\u6587\u4ef6.pdf")
|
|
# secure_filename strips non-latin, so UUID is generated
|
|
assert result.endswith(".pdf")
|
|
assert len(result) > 5
|
|
|
|
|
|
class TestGenerateImageUrlEdgeCases:
|
|
|
|
@pytest.mark.unit
|
|
def test_non_string_input(self):
|
|
result = generate_image_url(123)
|
|
# Not a string, not starting with http, uses default strategy
|
|
assert "/api/images/" in result or "s3" in result
|
|
|
|
@pytest.mark.unit
|
|
def test_default_strategy_is_backend(self):
|
|
with patch("application.utils.settings") as s:
|
|
# Simulate missing URL_STRATEGY attribute
|
|
del s.URL_STRATEGY
|
|
s.API_URL = "http://localhost:7091"
|
|
result = generate_image_url("img.png")
|
|
assert "localhost:7091" in result
|
|
|
|
|
|
class TestGetHashEdgeCases:
|
|
|
|
@pytest.mark.unit
|
|
def test_empty_string(self):
|
|
h = get_hash("")
|
|
assert len(h) == 32
|
|
|
|
@pytest.mark.unit
|
|
def test_unicode_string(self):
|
|
h = get_hash("\u4f60\u597d\u4e16\u754c")
|
|
assert len(h) == 32
|
|
|
|
|
|
class TestTruncateToLineBoundary:
|
|
"""Trimming a head window back to its last line boundary.
|
|
|
|
Shared by the attachment size gate and the docling markup gate. The trim
|
|
is skipped whenever it would cost more than half the window: a partial
|
|
final line is always better than losing the content.
|
|
"""
|
|
|
|
@pytest.mark.unit
|
|
def test_trims_to_last_newline(self):
|
|
data = b"aaaa\nbbbb\ncccc"
|
|
assert truncate_to_line_boundary(data) == b"aaaa\nbbbb\n"
|
|
|
|
@pytest.mark.unit
|
|
def test_already_line_terminated_is_unchanged(self):
|
|
data = b"aaaa\nbbbb\n"
|
|
assert truncate_to_line_boundary(data) == data
|
|
|
|
@pytest.mark.unit
|
|
def test_no_newline_falls_back_to_the_hard_cut(self):
|
|
data = b"x" * 500
|
|
assert truncate_to_line_boundary(data) == data
|
|
|
|
@pytest.mark.unit
|
|
def test_leading_newline_only_keeps_the_content(self):
|
|
# rfind returns 0 here; trimming would collapse the window to a single
|
|
# byte, so the partial line is kept instead.
|
|
data = b"\n" + b"x" * 499
|
|
assert truncate_to_line_boundary(data) == data
|
|
|
|
@pytest.mark.unit
|
|
def test_early_newline_keeps_the_content(self):
|
|
# A short first line followed by one huge line: cutting at byte 10
|
|
# would discard ~98% of the window.
|
|
data = b"header\n" + b"x" * 493
|
|
assert truncate_to_line_boundary(data) == data
|
|
|
|
@pytest.mark.unit
|
|
def test_newline_past_the_halfway_mark_is_used(self):
|
|
data = b"x" * 300 + b"\n" + b"y" * 199
|
|
assert truncate_to_line_boundary(data) == b"x" * 300 + b"\n"
|
|
|
|
@pytest.mark.unit
|
|
def test_empty_input(self):
|
|
assert truncate_to_line_boundary(b"") == b""
|
|
|
|
|
|
class TestValidateFunctionNameEdgeCases:
|
|
|
|
@pytest.mark.unit
|
|
def test_single_char(self):
|
|
assert validate_function_name("a") is True
|
|
|
|
@pytest.mark.unit
|
|
def test_only_numbers(self):
|
|
assert validate_function_name("123") is True
|
|
|
|
@pytest.mark.unit
|
|
def test_with_dots(self):
|
|
assert validate_function_name("func.name") is False
|
|
|
|
@pytest.mark.unit
|
|
def test_with_slash(self):
|
|
assert validate_function_name("path/to") is False
|