Test run() returns the merged script when execution is successful.

Test that the run() method returns the correct answer when present.

Test run() method with an empty prompt.

Test that CSVScraperMultiGraph.run propagates exceptions from the graph's execute method.

Test that the run() method returns the default message when no answer is found.

Test that the schema is deep copied correctly so external changes do not affect it.

Test scraping a CSV file.

Test scraping CSV from a URL.

Test scrape_do_fetch function in API mode with a target URL that includes query parameters and special characters. This test verifies that th

Test scrape_do_fetch in API mode with an empty token. This verifies that even when the token is an empty string, the URL is constructed as ex

Test that scrape_do_fetch properly propagates exceptions raised by requests.get.

Test scrape_do_fetch using proxy mode with a custom PROXY_SCRAPE_DO_URL environment variable.

Test scrape_do_fetch function using proxy mode without geoCode. This test verifies that: - The function constructs the correct proxy

Test scrape_do_fetch function using proxy mode with an empty geoCode string. Even though geoCode is provided (as an empty string), it should

Test scrape_do_fetch function using proxy mode with geoCode and super_proxy enabled. This test verifies that: - The function construc

Test scrape_do_fetch function using proxy mode with geoCode provided and super_proxy set to False. This test verifies that the correct proxy

Test scrape_do_fetch function using API mode (without proxy). This test verifies that: 1. The function correctly uses the API mode when

Test scrape_do_fetch using API mode with a custom API_SCRAPE_DO_URL environment variable.

Test scraping a JSON file.

Test scraping JSON from a URL.

Test that scrape method calls ascrape_with_js_support when requires_js_support is True.

Test the scrape method with playwright backend.

Test the retry logic in the scrape method.

Test that the scrape method works correctly for selenium by returning the dummy selenium content.

Test that the scrape method works correctly for selenium with firefox backend.

Test that the scrape method raises a ValueError when an unsupported backend is provided.

Test scraping multiple pages simultaneously.

Test that ascrape_playwright retries on ValueError and ultimately raises RuntimeError after exhausting retries.

Test scraping a products page.

Test that the scrape method for selenium backend raises a ValueError when ascrape_undetected_chromedriver fails.

Test scraping the official test website.

Test that the scrape method uses ascrape_with_js_support when requires_js_support is True.

Test scraping with OpenAI using mock server.

Test scraping with a Pydantic schema.

Test scraping with a slow-loading page.

Test scraping an XML file.

Test scraping XML from a URL.

Benchmark scraping performance.

Start of the scraping pipeline

Start of the scraping pipeline

Start of the scraping pipeline

Start of the scraping pipeline

Start of the scraping pipeline

Start of the scraping pipeline

Start of the scraping pipeline

Test the SmartScraperGraph scraping pipeline.

test

Test the ScriptCreatorGraph

Test searching and scraping results.

Test the SearchGraph functionality

Test getting the execution info of SearchGraph

Test the SearchLinkNode execution.

Test that the set_common_params method correctly updates the configuration of all nodes in the graph.

Test that the set_common_params method correctly updates the configuration of all nodes in the graph.

Test specific expected token values for selected models from various providers.

Test specific token values for additional models across various providers.

Test specific expected token value for a known model.

Test creating a successful batch result.

Test that custom timeout value is properly stored.

Test that default timeout is set to 30 seconds.

Test that timeout defaults to 30 when no node_config provided.

Test that timeout can be disabled by setting to None.

Test that existing timeout in loader_kwargs is not overridden.

Test that timeout is propagated to ChromiumLoader via loader_kwargs.

Test basic JSONL line generation.

Test custom temperature in JSONL output.

Test JSONL line with max_tokens specified.

Test JSONL line with response_format specified.

Test that optional fields are excluded when None.

Test specific token value for 'meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo' in the toghetherai provider.

Test that token limits for all models fall within a plausible range (e.g., 1 to 300000).

Test that the total number of models across all providers is above an expected count.

Test getting the execution info of XMLScraperGraph

Test the XMLScraperGraph scraping pipeline

Test saving the results of XMLScraperGraph to CSV and JSON

Remove the default handler from the root logger for the library.

Remove formatting for all handlers bound to the root logger for the library.

Disable propagation of the root logger for the library.

Ensure errors dictionary contains execution key.

Validate that required fields were extracted with minimum values. Args: result: Extraction result required_fields: List of requir

Validate max results.

Validate search query.

Validate that data matches a Pydantic schema. Args: data: Data to validate schema_class: Pydantic schema class Returns:

Validate search engine.

Ensure errors dictionary contains validation key.

Verify the signature of an incoming request. Args: request_data (Dict): Request data to verify signature (str): Provided sig

Emit a warning log with the same message only once. This function is added as a method to the logging.Logger class. It emits a warning l