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@Prikshit7766
Prikshit7766 committed Oct 30, 2023
2 parents e636bf4 + c4da989 commit cf25c66
Showing 1 changed file with 74 additions and 75 deletions.
149 changes: 74 additions & 75 deletions langtest/errors.py
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Original file line number Diff line number Diff line change
Expand Up @@ -51,9 +51,9 @@ class Warnings(metaclass=ErrorsWithCodes):
# ...
"""

W000 = "Please run `Harness.run()` before calling `.generated_results()`."
W001 = "No configuration file was provided, loading default config."
W002 = "Default dataset '{info}' successfully loaded."
W000 = ("Please run `Harness.run()` before calling `.generated_results()`.")
W001 = ("No configuration file was provided, loading default config.")
W002 = ("Default dataset '{info}' successfully loaded.")
W003 = "Filtering provided bias tests from {len_bias_data} samples - {len_samples_removed} samples removed "
W004 = (
"\n"
Expand All @@ -62,13 +62,13 @@ class Warnings(metaclass=ErrorsWithCodes):
+ "=" * 100
+ "\n"
)
W005 = "Skipping row {idx} due to invalid data: {row_data} - Exception: {e}"
W006 = "target_column '{target_column}' not found in the dataset."
W007 = "'feature_column' '{passage_column}' not found in the dataset."
W008 = "Invalid or Missing label entries in the sentence: {sent}"
W009 = "Removing samples where no transformation has been applied:\n"
W010 = "- Test '{test}': {count} samples removed out of {total_sample}\n"
W011 = "{class_name} successfully ran!"
W005 = ("Skipping row {idx} due to invalid data: {row_data} - Exception: {e}")
W006 = ("target_column '{target_column}' not found in the dataset.")
W007 = ("'feature_column' '{passage_column}' not found in the dataset.")
W008 = ("Invalid or Missing label entries in the sentence: {sent}")
W009 = ("Removing samples where no transformation has been applied:\n")
W010 = ("- Test '{test}': {count} samples removed out of {total_sample}\n")
W011 = ("{class_name} successfully ran!")


class Errors(metaclass=ErrorsWithCodes):
Expand All @@ -87,20 +87,20 @@ class Errors(metaclass=ErrorsWithCodes):
# ...
"""

E000 = "Each item in the list must be a dictionary"
E001 = "Each dictionary in the list must have 'model' and 'hub' keys"
E002 = "The dictionary must have 'model' and 'hub' keys"
E003 = "Invalid 'model' parameter type"
E000 = ("Each item in the list must be a dictionary")
E001 = ("Each dictionary in the list must have 'model' and 'hub' keys")
E002 = ("The dictionary must have 'model' and 'hub' keys")
E003 = ("Invalid 'model' parameter type")
E004 = (
"You haven't specified any value for the parameter 'data' and the configuration you "
"passed is not among the default ones. You need to either specify the parameter 'data' "
"or use a default configuration."
)
E005 = "Please call .configure() first."
E006 = "Testcases are already generated, please call .run() and .report() next."
E007 = "Bias tests are not applicable for {data_source} dataset."
E008 = "{test_name} tests are not applicable for {data_source} dataset. Please use one of the following datasets: {selected_data_sources}"
E009 = "Invalid test: {test_name}"
E005 = ("Please call .configure() first.")
E006 = ("Testcases are already generated, please call .run() and .report() next.")
E007 = ("Bias tests are not applicable for {data_source} dataset.")
E008 = ("{test_name} tests are not applicable for {data_source} dataset. Please use one of the following datasets: {selected_data_sources}")
E009 = ("Invalid test: {test_name}")
E010 = (
"The test casess have not been generated yet. Please use the `.generate()` method before"
"calling the `.run()` method."
Expand All @@ -109,9 +109,9 @@ class Errors(metaclass=ErrorsWithCodes):
"The tests have not been run yet. Please use the `.run()` method before"
"calling the `.report()` method."
)
E012 = 'You need to set "save_dir" parameter for this format.'
E013 = 'Report in format "{format}" is not supported. Please use "dataframe", "excel", "html", "markdown", "text", "dict".'
E014 = "Custom proportions for {test_name} not found in the test types."
E012 = ('You need to set "save_dir" parameter for this format.')
E013 = ('Report in format "{format}" is not supported. Please use "dataframe", "excel", "html", "markdown", "text", "dict".')
E014 = ("Custom proportions for {test_name} not found in the test types.")
E015 = (
"The current Harness has not been configured yet. Please use the `.configure` method "
"before calling the `.save` method."
Expand All @@ -120,18 +120,18 @@ class Errors(metaclass=ErrorsWithCodes):
"The test cases have not been generated yet. Please use the `.generate` method before"
"calling the `.save` method."
)
E017 = "File '{filename}' is missing to load a previously saved `Harness`."
E018 = "Unsupported test type '{test_type}'. The available test types are: {available_tests}"
E019 = "Invalid 'test_name' value '{test_name}'. It should be one of: Country-Economic-Bias, Religion-Bias, Ethnicity-Name-Bias, Gender-Pronoun-Bias."
E020 = "Invalid 'test_name' value '{test_name}'. It should be one of: Country-Economic-Representation, Religion-Representation, Ethnicity-Representation, Label-Representation."
E021 = "Invalid task type: {category}. Expected 'bias' or 'representation'."
E022 = "A valid token is required for Hugging Face Hub authentication."
E023 = "The '{LIB_NAME}' package is not installed. Please install it using 'pip install {LIB_NAME}'."
E024 = "'file_path' must be a dictionary."
E025 = "The 'data_source' key must be provided in the 'file_path' dictionary."
E026 = "Given task ({task}) is not matched with template. \
CSV dataset can ne only loaded for text-classification and ner!"
E027 = "feature_column '{feature_column}' not found in the dataset."
E017 = ("File '{filename}' is missing to load a previously saved `Harness`.")
E018 = ("Unsupported test type '{test_type}'. The available test types are: {available_tests}")
E019 = ("Invalid 'test_name' value '{test_name}'. It should be one of: Country-Economic-Bias, Religion-Bias, Ethnicity-Name-Bias, Gender-Pronoun-Bias.")
E020 = ("Invalid 'test_name' value '{test_name}'. It should be one of: Country-Economic-Representation, Religion-Representation, Ethnicity-Representation, Label-Representation.")
E021 = ("Invalid task type: {category}. Expected 'bias' or 'representation'.")
E022 = ("A valid token is required for Hugging Face Hub authentication.")
E023 = ("The '{LIB_NAME}' package is not installed. Please install it using 'pip install {LIB_NAME}'.")
E024 = ("'file_path' must be a dictionary.")
E025 = ("The 'data_source' key must be provided in the 'file_path' dictionary.")
E026 = ("Given task ({task}) is not matched with template. \
CSV dataset can ne only loaded for text-classification and ner!")
E027 = ("feature_column '{feature_column}' not found in the dataset.")
E028 = (
"CSV file is invalid. CSV handler works with template column names!\n"
"{not_referenced_columns_keys} column could not be found in header.\n"
Expand All @@ -141,15 +141,15 @@ class Errors(metaclass=ErrorsWithCodes):
"Your dataset needs to have at least have a column with one of the following name: "
"{valid_column_names}, found: {column_names}."
)
E030 = "Invalid dataset name: {dataset_name}"
E031 = "Class '{class_name}Formatter' not yet implemented."
E032 = "OpenAI API key not set. Please set the OPENAI_API_KEY environment variable."
E033 = "Input arrays must be of type 'np.ndarray', but received types: {type_a} and {type_b}"
E034 = "Distance function '{name}' not found"
E030 = ("Invalid dataset name: {dataset_name}")
E031 = ("Class '{class_name}Formatter' not yet implemented.")
E032 = ("OpenAI API key not set. Please set the OPENAI_API_KEY environment variable.")
E033 = ("Input arrays must be of type 'np.ndarray', but received types: {type_a} and {type_b}")
E034 = ("Distance function '{name}' not found")
E035 = (
"Input strings must be of type 'str', but received types: {type_a} and {type_b}"
)
E036 = "String distance function '{name}' not found"
E036 = ("String distance function '{name}' not found")
E037 = "Model must have a predict method"
E038 = (
"Invalid SparkNLP model object: {model_type}. "
Expand All @@ -160,27 +160,26 @@ class Errors(metaclass=ErrorsWithCodes):
"johnsnowlabs is not installed. "
"In order to use NLP Models Hub, johnsnowlabs should be installed!"
)
E040 = "Invalid PipelineModel! There should be at least one {var} component."
E041 = "Model '{path}' is not found online or local. Please install it by python -m spacy download {path} or check the path."
E042 = "Provided model hub is not supported. Please choose one of the supported model hubs: {supported_hubs}"
E043 = "Provided task is not supported. Please choose one of the supported tasks: {l}"
E044 = "Model '{path}' is not found online or local. Please install langchain by pip install langchain"
E045 = "Please update model_parameters section in config.yml file for '{path}' model in '{hub}'.\nmodel_parameters:\n\t{field}: value\n\n{required_fields} is/are required field(s), please provide them in config.yml"
E046 = 'The test type "{sub_test}" is not supported for the task "{task}". "{sub_test}" only supports {supported}.'
E047 = "The test category {test_category} does not exist. Available categories are: {available_categories}."
E048 = "Invalid test configuration! Tests can be [1] dictionary of test name and corresponding parameters."
E049 = "Invalid test specification: {not_supported_tests}. Available tests are: {supported_tests}"
E050 = "Invalid perturbation {key} in multiple_perturbations. Please use perturbations1, perturbations2, ..."
E051 = "multiple_perturbations test is not supported for NER task"
E052 = "This dataset does not contain labels, and {var} tests cannot be run with it."
E053 = "The dataset {dataset_name} does not contain labels, and fairness tests cannot be run with it. Skipping the fairness tests."

E054 = "Invalid schema. It should be one of: {var}."
E055 = "Invalid JSON format. 'name' key is missing."
E056 = "Invalid 'name' value '{var1}'. It should be one of: {var2}."
E057 = "Invalid 'name' format in the JSON file."
E058 = "At least one of 'first_names' or 'last_names' must be specified for '{name}'."
E059 = "'last_names' must be specified for '{name}'."
E040 = ("Invalid PipelineModel! There should be at least one {var} component.")
E041 = ("Model '{path}' is not found online or local. Please install it by python -m spacy download {path} or check the path.")
E042 = ("Provided model hub is not supported. Please choose one of the supported model hubs: {supported_hubs}")
E043 = ("Provided task is not supported. Please choose one of the supported tasks: {l}")
E044 = ("Model '{path}' is not found online or local. Please install langchain by pip install langchain")
E045 = ("Please update model_parameters section in config.yml file for '{path}' model in '{hub}'.\nmodel_parameters:\n\t{field}: value\n\n{required_fields} is/are required field(s), please provide them in config.yml")
E046 = ('The test type "{sub_test}" is not supported for the task "{task}". "{sub_test}" only supports {supported}.')
E047 = ("The test category {test_category} does not exist. Available categories are: {available_categories}.")
E048 = ("Invalid test configuration! Tests can be [1] dictionary of test name and corresponding parameters.")
E049 = ("Invalid test specification: {not_supported_tests}. Available tests are: {supported_tests}")
E050 = ("Invalid perturbation {key} in multiple_perturbations. Please use perturbations1, perturbations2, ...")
E051 = ("multiple_perturbations test is not supported for NER task")
E052 = ("This dataset does not contain labels, and {var} tests cannot be run with it.")
E053 = ("The dataset {dataset_name} does not contain labels, and fairness tests cannot be run with it. Skipping the fairness tests.")
E054 = ("Invalid schema. It should be one of: {var}.")
E055 = ("Invalid JSON format. 'name' key is missing.")
E056 = ("Invalid 'name' value '{var1}'. It should be one of: {var2}.")
E057 = ("Invalid 'name' format in the JSON file.")
E058 = ("At least one of 'first_names' or 'last_names' must be specified for '{name}'.")
E059 = ("'last_names' must be specified for '{name}'.")
E060 = (
"Invalid keys in the JSON for '{name}'. "
"Only the following keys are allowed: 'name', 'first_names', 'last_names'."
Expand All @@ -194,29 +193,29 @@ class Errors(metaclass=ErrorsWithCodes):
"Only the following keys are allowed: "
"'name', 'subjective_pronouns', 'objective_pronouns', 'reflexive_pronouns', 'possessive_pronouns'."
)
E063 = "This method must be implemented in the derived class."
E064 = "Sum of proportions cannot be greater than 1. So {var} test cannot run."
E065 = "In order to generate test cases for swap_entities, {var} should be passed!"
E066 = "Add context strategy must be one of 'start', 'end', 'combined'. Cannot be {strategy}."
E067 = "Unknown transformation: {order}"
E068 = "Invalid JSON format. Format should be a list of strings."
E069 = "pass_custom_data() method with test_name as 'Label-Representation' is only supported for NER task."
E070 = "Unsupported task: '{var}'"
E063 = ("This method must be implemented in the derived class.")
E064 = ("Sum of proportions cannot be greater than 1. So {var} test cannot run.")
E065 = ("In order to generate test cases for swap_entities, {var} should be passed!")
E066 = ("Add context strategy must be one of 'start', 'end', 'combined'. Cannot be {strategy}.")
E067 = ("Unknown transformation: {order}")
E068 = ("Invalid JSON format. Format should be a list of strings.")
E069 = ("pass_custom_data() method with test_name as 'Label-Representation' is only supported for NER task.")
E070 = ("Unsupported task: '{var}'")
E071 = (
"You are trying to access a gated repo. Make sure to request access at "
"{model_name} and pass a token having permission to this repo either by logging in with `huggingface-cli login` or by setting the `HUGGINGFACEHUB_API_TOKEN` environment variable with your API token."
)
E072 = "Number out of range"
E072 = ("Number out of range")
E073 = (
"Dictionary Error: Search term or search token not found in dictionary. "
"Contact administrator to update dictionary if necessary."
)
E074 = "Invalid averaging method. Must be one of 'macro', 'micro', or 'weighted'."
E075 = "No {hub_name} embeddings class found"
E076 = "Unsupported {metric} distance metric: {selected_metric}"
E077 = "\nThe provided columns are not supported for creating a sample.\
E074 = ("Invalid averaging method. Must be one of 'macro', 'micro', or 'weighted'.")
E075 = ("No {hub_name} embeddings class found")
E076 = ("Unsupported {metric} distance metric: {selected_metric}")
E077 = ("\nThe provided columns are not supported for creating a sample.\
\nPlease choose one of the supported columns: {supported_columns}\
\nOr classify the features and target columns from the {given_columns}"
\nOr classify the features and target columns from the {given_columns}")


class ColumnNameError(Exception):
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