Test that get_execution_info returns the execution info stored in the graph.

Get the execution info with schema

Test that get_state returns the correct final state with or without a provided key, and raises KeyError for missing keys.

Test that Google provider dictionaries ('google_genai' and 'google_vertexai') contain expected entries.

Tests search_on_web with Google search engine.

Test specific token value for 'claude-3-haiku-20240307\'' in the groq provider.

Test that partial failures in batch results are handled correctly.

Test an in-progress batch job info.

Test that initial attributes are set correctly upon initialization.

Test that the __init__ method of GenerateAnswerNode sets the format attribute of a ChatOllama LLM correctly.

Test that dynamic_import is called during initialization.

Test that ChromiumLoader picks up and overrides attributes using kwargs.

Test that initializing ChromiumLoader with proxy=None results in loader.proxy being None.

Test that providing an invalid proxy causes a ValueError during initialization (via parse_or_search_proxy).

Tests search_on_web with invalid search engine.

Test JSONScraperGraph when no answer is found. This test checks if the graph correctly handles the scenario where no answer is genera

Test JSONScraperGraph with a custom schema. This test checks if the graph correctly handles a custom schema input and passes

Test JSONScraperGraph with a directory of JSON files. This test checks if the graph correctly handles multiple JSON files input

Test JSONScraperGraph with a single JSON file. This test checks if the graph correctly handles a single JSON file input and p

Benchmark JSON scraping performance.

Test that lazy_load yields Document objects with the correct dummy content and metadata.

Test that lazy_load yields a Document with empty content if the scraper returns an empty string.

Test that lazy_load yields no documents when the urls list is empty.

Test that lazy_load propagates exception if the scraping function fails.

Test that lazy_load raises AttributeError if the scraping method for an invalid backend is missing.

Test that lazy_load raises TypeError when urls is not an iterable (e.g., integer).

Test that lazy_load yields Document objects even if the scraping function returns a non‐string value.

Test that lazy_load yields Document objects with page_content as None when the scraper returns None.

Test that lazy_load runs scraping sequentially rather than concurrently.

Test that lazy_load uses ascrape_with_js_support when requires_js_support is True.

Test that lazy_load raises a ValueError when a non-async function is used as the scraper. In this case, using a non-async function in place of an

Test that lazy_load raises TypeError when urls is None.

Test that lazy_load yields Document objects when urls is a string (iterating over characters).

Test that lazy_load yields Document objects correctly when urls is provided as a tuple.

Test that missing model tokens causes default to 8192 with an appropriate warning printed.

Tests search_on_web with different max_results values.

Test that the max_results parameter from the config is correctly passed to the SearchInternetNode.

Test minify_html function to remove comments and unnecessary whitespace.

Older deprecated MiniMax models should be removed from the list.

MiniMax-M2.7 and its highspeed variant should remain as legacy options.

MiniMax-M3 should be in the model list.

MiniMax-M3 should be the first (default) model in the minimax dict.

MiniMax model token limits should match upstream documentation.

Test model name is correctly extracted from LLM instance.

When Plasmate returns content, Chrome fallback should not be called.

Test that ascrape_playwright returns None if retry_limit is set to 0.

Test that model names do not contain leading or trailing whitespace.

Ensure that model token names are non-empty strings.

Test that each provider dictionary is not empty.

Test that a non-existent model within a valid provider returns None.

Test that a non-existent provider returns None.

Test specific token value for 'meta/codellama-70b' in the nvidia provider.

Test that the 'openai' provider exists and its tokens are valid positive integers.

Test parse_expression function.

Test that PDF parsing raises TimeoutError when timeout is exceeded.

Test that PDF parsing completes within timeout.

Test that process() raises a ValueError when either the content or the user prompt is missing.

Test that process() successfully generates an answer when both user prompt and content are provided.

Test that every provider in models_tokens has a dictionary as its value.

Test that the total number of providers is as expected (at least 15).

Test that providing a proxy triggers the use of parse_or_search_proxy and sets loader.proxy correctly.

Test reduce_html returns specific message when no <body> tag is present.

Test reduce_html at reduction level 0 (minification only).

Test reduce_html at reduction level 1 (remove unnecessary attributes and empty style tags).

Test reduce_html at reduction level 2 (further reducing text content and decomposing style tags).

Test that Groq provider is rejected.

Test that non-OpenAI providers are rejected.

Test that requests.get is called with timeout when use_soup=True.

Test that requests.get is called without timeout argument when timeout=None.

Test that results are sorted by custom_id for consistent ordering.

Test that retrieval fails when no output file is available.

Test that CSVScraperMultiGraph.run passes the correct input arguments to the graph's execute method and returns the expected answer.

Test that running run() twice returns consistent and updated results.

Test that run() propagates exceptions raised by graph.execute.

Test run() returns failure message when merged_script is missing.

Test that CSVScraperMultiGraph.run returns a fallback message when no answer is provided.

Test that the run() method returns "No answer found." when the final state doesn't contain an "answer" key.

Test run() when schema is None.